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zh-hans/tags/virutalbox/index.html create mode 100644 zh-hans/tags/write/index.html create mode 100644 "zh-hans/tags/\346\212\200\345\267\247/index.html" create mode 100644 "zh-hans/tags/\347\256\227\346\263\225/index.html" create mode 100644 "zh-hans/tags/\347\256\227\346\263\225/page/2/index.html" create mode 100644 zh-hans/xml/local-search.xml diff --git a/2024/07/18/2024-7-18-slang-ast-hier-tree/index.html b/2024/07/18/2024-7-18-slang-ast-hier-tree/index.html new file mode 100644 index 00000000..cc70e667 --- /dev/null +++ b/2024/07/18/2024-7-18-slang-ast-hier-tree/index.html @@ -0,0 +1,722 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + 如何更好的打印语法树结构 - CodeCraft + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
+ + +
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+ +
+ +
+ + + +
+
+
+ + +
+ +
+
+
+
+

如何更好的打印语法树结构

+ + +
+ +

什么是语法树

语法树（Syntax Tree），是一种树状数据结构， +用于表示源代码的语法结构。每个节点都表示源代码中的一种语法结构。 +语法树在编译器和解释器中被广泛使用，以帮助分析和处理编程语言的源代码。

+ + +

语法树可以进一步分成具体语法树（Concrete Syntax Tree）和抽象语法树（Abstract Syntax Tree）。 +编译器前端通常会根据BNF语法生成CST，然后再根据语义构建AST。

+

为了方便用户使用语法树，通常会支持Visitor设计模式，这样自定义的Visitor就可以针对感兴趣的节点类型进行遍历。

+

所以这样就引出一个问题，节点类型那么多，如何能直观的看到这个树形结构呢？尤其对于不支持反射的C++，无法Debug查看类型

+

下面是作者在基于slang项目开发Lint规则的时候，作出的一些尝试。

+

slang是一个Modern C++项目，使用了很多C++17和C++20新特性。

+
+

slang is a software library that provides various components for lexing, parsing, type checking, and elaborating SystemVerilog code. It comes with an executable tool that can compile and lint any SystemVerilog project, but it is also intended to be usable as a front end for synthesis tools, simulators, linters, code editors, and refactoring tools.

+

slang is the fastest and most compliant SystemVerilog frontend

+
+

那么在说明这个问题之前，还是要对SystemVerilog进行简单的介绍。然后给出序列化为json格式的语法树，最后给出作者方案作为比较。

+

SystemVerilog简介

SystemVerilog 是一种硬件描述和验证语言（HDVL），是Verilog硬件描述语言的扩展。它结合了硬件描述语言（HDL）和硬件验证语言（HVL）的特性，旨在提供一种更强大和灵活的工具来设计和验证数字系统。SystemVerilog 由 Accellera 标准组织开发，并已被 IEEE 标准协会标准化为 IEEE 1800。

+

SystemVerilog 的主要特点

    +
  1. 综合和仿真：支持设计综合（synthesis）和仿真（simulation），可以用来描述硬件电路并验证其行为。
    2. +
  2. 面向对象编程：引入了面向对象编程（OOP）概念，如类（class）、继承（inheritance）、多态（polymorphism）等，用于更复杂的测试平台开发。
    3. +
  3. 高级验证功能：包含了许多高级验证功能，如断言（assertions）、约束随机化（constraint randomization）、覆盖率（coverage）等。
    4. +
  4. 接口和模块化：支持接口（interface）和模块化编程，促进设计的可重用性和模块化。
    5. +
  5. 并行处理：具有并行处理能力，可以描述并行硬件行为。
    6. +
  6. 组合逻辑和时序逻辑：支持组合逻辑和时序逻辑的建模。
    7. +
+

SystemVerilog 的基本构造

模块

模块（module）是 SystemVerilog 的基本构造，用于定义电路的结构和行为。例如：

+
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module adder (
    input logic [3:0] a,
    input logic [3:0] b,
    output logic [3:0] sum
);
    assign sum = a + b;
endmodule
+ +

接口

接口（interface）用于定义模块之间的通信信号。例如：

+
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interface simple_bus (
    input logic clk,
    input logic reset
);
    logic [7:0] data;
    logic valid;
endinterface
+ +

类

类（class）用于验证环境中的面向对象编程。例如：

+
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class Packet;
    rand bit [7:0] addr;
    rand bit [7:0] data;

    function void display();
        $display("Address: %0h, Data: %0h", addr, data);
    endfunction
endclass
+ +

SystemVerilog 的应用

    +
  1. 硬件设计：用于描述数字电路的结构和行为，可以综合成实际的硬件电路。
    2. +
  2. 硬件验证：提供了丰富的验证功能，用于验证数字设计的正确性和性能，包括功能验证和形式验证。
    3. +
  3. 测试平台开发：可以用来开发复杂的测试平台，进行全面的硬件设计验证。
    4. +
+

SystemVerilog 的优势

    +
  1. 增强的表达能力：相比于 Verilog，SystemVerilog 提供了更强大的语法和语义，可以更高效地描述复杂的硬件和验证环境。
    2. +
  2. 高效的验证方法：引入了约束随机化、覆盖率驱动验证和断言等先进验证技术，大大提高了验证效率。
    3. +
  3. 面向对象编程：支持面向对象编程，使得验证代码更具结构性和可维护性。
    4. +
+

总的来说，SystemVerilog 是一种强大且灵活的硬件描述和验证语言，广泛应用于现代数字电路设计和验证领域。

+

slang给出的json格式的AST

slang项目提供了一个命令行工具，并提供了--ast-json来序列化AST为json格式。还是以这个加法器模块为例，

+
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module adder (
    input logic [3:0] a,
    input logic [3:0] b,
    output logic [3:0] sum
);
    assign sum = a + b;
endmodule
+

序列化的json结构如下

+
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{
  "design": {
    "name": "$root",
    "kind": "Root",
    "addr": 2199025570624,
    "members": [
      {
        "name": "",
        "kind": "CompilationUnit",
        "addr": 2199025963792
      },
      {
        "name": "adder",
        "kind": "Instance",
        "addr": 2199025964560,
        "body": {
          "name": "adder",
          "kind": "InstanceBody",
          "addr": 2199025964184,
          "members": [
            {
              "name": "a",
              "kind": "Port",
              "addr": 2199025964704,
              "type": "logic[3:0]",
              "direction": "In",
              "internalSymbol": "2199025964880 a"
            },
            {
              "name": "a",
              "kind": "Variable",
              "addr": 2199025964880,
              "type": "logic[3:0]",
              "lifetime": "Static"
            },
            {
              "name": "b",
              "kind": "Port",
              "addr": 2199025965256,
              "type": "logic[3:0]",
              "direction": "In",
              "internalSymbol": "2199025965432 b"
            },
            {
              "name": "b",
              "kind": "Variable",
              "addr": 2199025965432,
              "type": "logic[3:0]",
              "lifetime": "Static"
            },
            {
              "name": "sum",
              "kind": "Port",
              "addr": 2199025965808,
              "type": "logic[3:0]",
              "direction": "Out",
              "internalSymbol": "2199025965984 sum"
            },
            {
              "name": "sum",
              "kind": "Variable",
              "addr": 2199025965984,
              "type": "logic[3:0]",
              "lifetime": "Static"
            },
            {
              "name": "",
              "kind": "ContinuousAssign",
              "addr": 2199025966384,
              "assignment": {
                "kind": "Assignment",
                "type": "logic[3:0]",
                "left": {
                  "kind": "NamedValue",
                  "type": "logic[3:0]",
                  "symbol": "2199025965984 sum"
                },
                "right": {
                  "kind": "BinaryOp",
                  "type": "logic[3:0]",
                  "op": "Add",
                  "left": {
                    "kind": "NamedValue",
                    "type": "logic[3:0]",
                    "symbol": "2199025964880 a"
                  },
                  "right": {
                    "kind": "NamedValue",
                    "type": "logic[3:0]",
                    "symbol": "2199025965432 b"
                  }
                },
                "isNonBlocking": false
              }
            }
          ],
          "definition": "2199025746816 adder"
        },
        "connections": [
        ]
      }
    ]
  },
  "definitions": [
    {
      "name": "adder",
      "kind": "Definition",
      "addr": 2199025746816,
      "defaultNetType": "2199025567936 wire",
      "definitionKind": "Module",
      "defaultLifetime": "Static",
      "unconnectedDrive": "None"
    }
  ]
}
+ +

是不是首先感到，这个json格式有点太长了，因为一个节点会有很多属性。而且通过缩进也很难看出来节点的父子关系。

+

tree命令行的启发

树状结构是一个二维结构，很难展示。不过命令工具tree打印的树状结构非常清晰。

+
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$ tree .
.
├── dir1
│    └── a.txt
└── dir2
     ├── b.txt
     └── c.txt
+

可以看到这种展示方式很好的把父子关系展示了出来，清楚的看到一个目录下所包含的文件。

+

这种具体的层次树hierarchical tree称之为目录树。

+

解决方案展示

还是这个sv代码

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module adder (
    input logic [3:0] a,
    input logic [3:0] b,
    output logic [3:0] sum
);
    assign sum = a + b;
endmodule
+ +

AST的优化展示

我们展示一下用目录树的方式，展现AST

+

adder-ast +可以看到每一行都是一个key-value键值对，用冒号分隔。同时加上term颜色区分。

+

绿色的key是节点的class类型，value部分则是节点的属性信息，以空格分隔。

+

这样就可以以紧凑的方式展示AST。

+

CST的优化展示

slang并没有给出命令行的方式展现CST，但是用户可能需要直接访问CST进行一些处理， +例如：格式化sv代码。

+

下面是用相似的方式展现adder的CST数据结构。可以看出来，叶子节点的value就是该节点的原始文本。

+

adder-cst

+

总结

参考目录树的展示方式，结合key-value和term color给出了更加紧凑和清晰的语法树展现方式。这种方式更加方便用户基于AST和CST进行开发。

+

但是这种方式的缺点也是明确的， +就是不适合作为文本方式保存。也不适合展示大的代码。当然json方式也不适合（但是都可以通过hierarchical path的约束，只展示部分语法树结构。）。

+ + +
+ +
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+ + +
+ + + #c++ + + #AST + + #tree + +
+ +
+ + + + + +
+
+
如何更好的打印语法树结构
+
https://threelambda.com/2024/07/18/2024-7-18-slang-ast-hier-tree/
+
+
+ +
+
Author
+
Ming Yang
+
+ + +
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Posted on
+
July 18, 2024
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Licensed under
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+

路由表（Routing Table)

BitTorrent的BEP5简单描述了Kademlia路由表。 +结合github上的dht项目中路由表的实现，来讨论一下。最后实现 +一个路由表的数据结构。

+ + +

Kademlia路由表

Kademlia路由表是一种DHT（分布式散列表），并且是应用很广泛，是很多分布式协议的基础数据结构，例如BitCoin。

+

举一个例子来说明Kademlia路由表的数据结构。

+

假如有16个节点，节点的id以二进制串进行表示，长度都为4，那么16个节点如下

+ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
编号id编号id
0000081000
1000191001
20010101010
30011111011
40100121100
50101131101
60110141110
70111151111
+

对于节点11(1011)，假如

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+ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/about/index.html b/about/index.html new file mode 100644 index 00000000..c83e66a9 --- /dev/null +++ b/about/index.html @@ -0,0 +1,493 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + About - CodeCraft + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
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+ avatar +
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杨明
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alenym@gmail.com
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+

这是杨明的技术博客，以下是一些个人项目。

+
    +
  • bt-sniffer 是一个基于netty的收集BT种子元数据的嗅探器。项目相关链接如下：
    • +
  • mini-lisp 是一个精简的Lisp语言解释器，实现了闭包，宏等特性。
    • +
  • simple-socks5 是一个基于netty的socks5代理。
    • +
  • scraper 是一个网页数据采集的工具。
    • +
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如何更好的打印语法树结构
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url(data:font/woff;charset=utf-8;base64,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) format('woff'); +} +/* variables */ +/* functions & mixins */ +/* variables - calculated */ +/* styles */ +.gt-container { + -webkit-box-sizing: border-box; + box-sizing: border-box; + font-size: 16px; + /* loader */ + /* error */ + /* initing */ + /* no int */ + /* link */ + /* meta */ + /* popup */ + /* header */ + /* comments */ + /* comment */ +} +.gt-container * { + -webkit-box-sizing: border-box; + box-sizing: border-box; +} +.gt-container a { + color: #6190e8; +} +.gt-container a:hover { + color: #81a6ed; + border-color: #81a6ed; +} +.gt-container a.is--active { + color: #333; + cursor: default !important; +} +.gt-container a.is--active:hover { + color: #333; +} +.gt-container .hide { + display: none !important; +} +.gt-container .gt-svg { + display: inline-block; + width: 1em; + height: 1em; + vertical-align: sub; +} +.gt-container .gt-svg svg { + width: 100%; + height: 100%; + fill: #6190e8; +} +.gt-container .gt-ico { + display: inline-block; +} +.gt-container .gt-ico-text { + margin-left: 0.3125em; +} +.gt-container .gt-ico-github { + width: 100%; + height: 100%; +} +.gt-container .gt-ico-github .gt-svg { + width: 100%; + height: 100%; +} +.gt-container .gt-ico-github svg { + fill: inherit; +} +.gt-container .gt-spinner { + position: relative; +} +.gt-container .gt-spinner::before { + content: ''; + -webkit-box-sizing: border-box; + box-sizing: border-box; + position: absolute; + top: 3px; + width: 0.75em; + height: 0.75em; + margin-top: -0.1875em; + margin-left: -0.375em; + border-radius: 50%; + border: 1px solid #fff; + border-top-color: #6190e8; + -webkit-animation: gt-kf-rotate 0.6s linear infinite; + animation: gt-kf-rotate 0.6s linear infinite; +} +.gt-container .gt-loader { + position: relative; + border: 1px solid #999; + -webkit-animation: ease gt-kf-rotate 1.5s infinite; + animation: ease gt-kf-rotate 1.5s infinite; + display: inline-block; + font-style: normal; + width: 1.75em; + height: 1.75em; + line-height: 1.75em; + border-radius: 50%; +} +.gt-container .gt-loader:before { + content: ''; + position: absolute; + display: block; + top: 0; + left: 50%; + margin-top: -0.1875em; + margin-left: -0.1875em; + width: 0.375em; + height: 0.375em; + background-color: #999; + border-radius: 50%; +} +.gt-container .gt-avatar { + display: inline-block; + width: 3.125em; + height: 3.125em; +} +@media (max-width: 479px) { + .gt-container .gt-avatar { + width: 2em; + height: 2em; + } +} +.gt-container .gt-avatar img { + width: 100%; + height: auto; + border-radius: 3px; +} +.gt-container .gt-avatar-github { + width: 3em; + height: 3em; +} +@media (max-width: 479px) { + .gt-container .gt-avatar-github { + width: 1.875em; + height: 1.875em; + } +} +.gt-container .gt-btn { + padding: 0.75em 1.25em; + display: inline-block; + line-height: 1; + text-decoration: none; + white-space: nowrap; + cursor: pointer; + border: 1px solid #6190e8; + border-radius: 5px; + background-color: #6190e8; + color: #fff; + outline: none; + font-size: 0.75em; +} +.gt-container .gt-btn-text { + font-weight: 400; +} +.gt-container .gt-btn-loading { + position: relative; + margin-left: 0.5em; + display: inline-block; + width: 0.75em; + height: 1em; + vertical-align: top; +} +.gt-container .gt-btn.is--disable { + cursor: not-allowed; + opacity: 0.5; +} +.gt-container .gt-btn-login { + margin-right: 0; +} +.gt-container .gt-btn-preview { + background-color: #fff; + color: #6190e8; +} +.gt-container .gt-btn-preview:hover { + background-color: #f2f2f2; + border-color: #81a6ed; +} +.gt-container .gt-btn-public:hover { + background-color: #81a6ed; + border-color: #81a6ed; +} +.gt-container .gt-error { + text-align: center; + margin: 0.625em; + color: #ff3860; +} +.gt-container .gt-initing { + padding: 1.25em 0; + text-align: center; +} +.gt-container .gt-initing-text { + margin: 0.625em auto; + font-size: 92%; +} +.gt-container .gt-no-init { + padding: 1.25em 0; + text-align: center; +} +.gt-container .gt-link { + border-bottom: 1px dotted #6190e8; +} +.gt-container .gt-link-counts, +.gt-container .gt-link-project { + text-decoration: none; +} +.gt-container .gt-meta { + margin: 1.25em 0; + padding: 1em 0; + position: relative; + border-bottom: 1px solid #e9e9e9; + font-size: 1em; + position: relative; + z-index: 10; +} +.gt-container .gt-meta:before, +.gt-container .gt-meta:after { + content: " "; + display: table; +} +.gt-container .gt-meta:after { + clear: both; +} +.gt-container .gt-counts { + margin: 0 0.625em 0 0; +} +.gt-container .gt-user { + float: right; + margin: 0; + font-size: 92%; +} +.gt-container .gt-user-pic { + width: 16px; + height: 16px; + vertical-align: top; + margin-right: 0.5em; +} +.gt-container .gt-user-inner { + display: inline-block; + cursor: pointer; +} +.gt-container .gt-user .gt-ico { + margin: 0 0 0 0.3125em; +} +.gt-container .gt-user .gt-ico svg { + fill: inherit; +} +.gt-container .gt-user .is--poping .gt-ico svg { + fill: #6190e8; +} +.gt-container .gt-version { + color: #a1a1a1; + margin-left: 0.375em; +} +.gt-container .gt-copyright { + margin: 0 0.9375em 0.5em; + border-top: 1px solid #e9e9e9; + padding-top: 0.5em; +} +.gt-container .gt-popup { + position: absolute; + right: 0; + top: 2.375em; + background: #fff; + display: inline-block; + border: 1px solid #e9e9e9; + padding: 0.625em 0; + font-size: 0.875em; + letter-spacing: 0.5px; +} +.gt-container .gt-popup .gt-action { + cursor: pointer; + display: block; + margin: 0.5em 0; + padding: 0 1.125em; + position: relative; + text-decoration: none; +} +.gt-container .gt-popup .gt-action.is--active:before { + content: ''; + width: 0.25em; + height: 0.25em; + background: #6190e8; + position: absolute; + left: 0.5em; + top: 0.4375em; +} +.gt-container .gt-header { + position: relative; + display: -webkit-box; + display: -ms-flexbox; + display: flex; +} +.gt-container .gt-header-comment { + -webkit-box-flex: 1; + -ms-flex: 1; + flex: 1; + margin-left: 1.25em; +} +@media (max-width: 479px) { + .gt-container .gt-header-comment { + margin-left: 0.875em; + } +} +.gt-container .gt-header-textarea { + padding: 0.75em; + display: block; + -webkit-box-sizing: border-box; + box-sizing: border-box; + width: 100%; + min-height: 5.125em; + max-height: 15em; + border-radius: 5px; + border: 1px solid rgba(0,0,0,0.1); + font-size: 0.875em; + word-wrap: break-word; + resize: vertical; + background-color: #f6f6f6; + outline: none; + -webkit-transition: all 0.25s ease; + transition: all 0.25s ease; +} +.gt-container .gt-header-textarea:hover { + background-color: #fbfbfb; +} +.gt-container .gt-header-preview { + padding: 0.75em; + border-radius: 5px; + border: 1px solid rgba(0,0,0,0.1); + background-color: #f6f6f6; +} +.gt-container .gt-header-controls { + position: relative; + margin: 0.75em 0 0; +} +.gt-container .gt-header-controls:before, +.gt-container .gt-header-controls:after { + content: " "; + display: table; +} +.gt-container .gt-header-controls:after { + clear: both; +} +@media (max-width: 479px) { + .gt-container .gt-header-controls { + margin: 0; + } +} +.gt-container .gt-header-controls-tip { + font-size: 0.875em; + color: #6190e8; + text-decoration: none; + vertical-align: sub; +} +@media (max-width: 479px) { + .gt-container .gt-header-controls-tip { + display: none; + } +} +.gt-container .gt-header-controls .gt-btn { + float: right; + margin-left: 1.25em; +} +@media (max-width: 479px) { + .gt-container .gt-header-controls .gt-btn { + float: none; + width: 100%; + margin: 0.75em 0 0; + } +} +.gt-container:after { + content: ''; + position: fixed; + bottom: 100%; + left: 0; + right: 0; + top: 0; + opacity: 0; +} +.gt-container.gt-input-focused { + position: relative; +} +.gt-container.gt-input-focused:after { + content: ''; + position: fixed; + bottom: 0%; + left: 0; + right: 0; + top: 0; + background: #000; + opacity: 0.6; + -webkit-transition: opacity 0.3s, bottom 0s; + transition: opacity 0.3s, bottom 0s; + z-index: 9999; +} +.gt-container.gt-input-focused .gt-header-comment { + z-index: 10000; +} +.gt-container .gt-comments { + padding-top: 1.25em; +} +.gt-container .gt-comments-null { + text-align: center; +} +.gt-container .gt-comments-controls { + margin: 1.25em 0; + text-align: center; +} +.gt-container .gt-comment { + position: relative; + padding: 0.625em 0; + display: -webkit-box; + display: -ms-flexbox; + display: flex; +} +.gt-container .gt-comment-content { + -webkit-box-flex: 1; + -ms-flex: 1; + flex: 1; + margin-left: 1.25em; + padding: 0.75em 1em; + background-color: #f9f9f9; + overflow: auto; + -webkit-transition: all ease 0.25s; + transition: all ease 0.25s; +} +.gt-container .gt-comment-content:hover { + -webkit-box-shadow: 0 0.625em 3.75em 0 #f4f4f4; + box-shadow: 0 0.625em 3.75em 0 #f4f4f4; +} +@media (max-width: 479px) { + .gt-container .gt-comment-content { + margin-left: 0.875em; + padding: 0.625em 0.75em; + } +} +.gt-container .gt-comment-header { + margin-bottom: 0.5em; + font-size: 0.875em; + position: relative; +} +.gt-container .gt-comment-block-1 { + float: right; + height: 1.375em; + width: 2em; +} +.gt-container .gt-comment-block-2 { + float: right; + height: 1.375em; + width: 4em; +} +.gt-container .gt-comment-username { + font-weight: 500; + color: #6190e8; + text-decoration: none; +} +.gt-container .gt-comment-username:hover { + text-decoration: underline; +} +.gt-container .gt-comment-text { + margin-left: 0.5em; + color: #a1a1a1; +} +.gt-container .gt-comment-date { + margin-left: 0.5em; + color: #a1a1a1; +} +.gt-container .gt-comment-like, +.gt-container .gt-comment-edit, +.gt-container .gt-comment-reply { + position: absolute; + height: 1.375em; +} +.gt-container .gt-comment-like:hover, +.gt-container .gt-comment-edit:hover, +.gt-container .gt-comment-reply:hover { + cursor: pointer; +} +.gt-container .gt-comment-like { + top: 0; + right: 2em; +} +.gt-container .gt-comment-edit, +.gt-container .gt-comment-reply { + top: 0; + right: 0; +} +.gt-container .gt-comment-body { + color: #333 !important; +} +.gt-container .gt-comment-body .email-hidden-toggle a { + display: inline-block; + height: 12px; + padding: 0 9px; + font-size: 12px; + font-weight: 600; + line-height: 6px; + color: #444d56; + text-decoration: none; + vertical-align: middle; + background: #dfe2e5; + border-radius: 1px; +} +.gt-container .gt-comment-body .email-hidden-toggle a:hover { + background-color: #c6cbd1; +} +.gt-container .gt-comment-body .email-hidden-reply { + display: none; + white-space: pre-wrap; +} +.gt-container .gt-comment-body .email-hidden-reply .email-signature-reply { + padding: 0 15px; + margin: 15px 0; + color: #586069; + border-left: 4px solid #dfe2e5; +} +.gt-container .gt-comment-body .email-hidden-reply.expanded { + display: block; +} +.gt-container .gt-comment-admin .gt-comment-content { + background-color: #f6f9fe; +} +@-webkit-keyframes gt-kf-rotate { + 0% { + -webkit-transform: rotate(0); + transform: rotate(0); + } + 100% { + -webkit-transform: rotate(360deg); + transform: rotate(360deg); + } +} +@keyframes gt-kf-rotate { + 0% { + -webkit-transform: rotate(0); + transform: rotate(0); + } + 100% { + -webkit-transform: rotate(360deg); + transform: rotate(360deg); + } +} diff --git a/css/highlight-dark.css b/css/highlight-dark.css new file mode 100644 index 00000000..13d6ac81 --- /dev/null +++ b/css/highlight-dark.css @@ -0,0 +1,62 @@ +pre code.hljs { + display: block; + overflow-x: auto; + padding: 1em +} +code.hljs { + padding: 3px 5px +} +/* + +Dark style from softwaremaniacs.org (c) Ivan Sagalaev + +*/ +.hljs { + color: #ddd; + background: #303030 +} +.hljs-keyword, +.hljs-selector-tag, +.hljs-literal, +.hljs-section, +.hljs-link { + color: white +} +.hljs-subst { + /* default */ + +} +.hljs-string, +.hljs-title, +.hljs-name, +.hljs-type, +.hljs-attribute, +.hljs-symbol, +.hljs-bullet, +.hljs-built_in, +.hljs-addition, +.hljs-variable, +.hljs-template-tag, +.hljs-template-variable { + color: #d88 +} +.hljs-comment, +.hljs-quote, +.hljs-deletion, +.hljs-meta { + color: #979797 +} +.hljs-keyword, +.hljs-selector-tag, +.hljs-literal, +.hljs-title, +.hljs-section, +.hljs-doctag, +.hljs-type, +.hljs-name, +.hljs-strong { + font-weight: bold +} +.hljs-emphasis { + font-style: italic +} diff --git a/css/highlight.css b/css/highlight.css new file mode 100644 index 00000000..acd5468e --- /dev/null +++ b/css/highlight.css @@ -0,0 +1,118 @@ +pre code.hljs { + display: block; + overflow-x: auto; + padding: 1em +} +code.hljs { + padding: 3px 5px +} +/*! + Theme: GitHub + Description: Light theme as seen on github.com + Author: github.com + Maintainer: @Hirse + Updated: 2021-05-15 + + Outdated base version: https://github.com/primer/github-syntax-light + Current colors taken from GitHub's CSS +*/ +.hljs { + color: #24292e; + background: #ffffff +} +.hljs-doctag, +.hljs-keyword, +.hljs-meta .hljs-keyword, +.hljs-template-tag, +.hljs-template-variable, +.hljs-type, +.hljs-variable.language_ { + /* prettylights-syntax-keyword */ + color: #d73a49 +} +.hljs-title, +.hljs-title.class_, +.hljs-title.class_.inherited__, +.hljs-title.function_ { + /* prettylights-syntax-entity */ + color: #6f42c1 +} +.hljs-attr, +.hljs-attribute, +.hljs-literal, +.hljs-meta, +.hljs-number, +.hljs-operator, +.hljs-variable, +.hljs-selector-attr, +.hljs-selector-class, +.hljs-selector-id { + /* prettylights-syntax-constant */ + color: #005cc5 +} +.hljs-regexp, +.hljs-string, +.hljs-meta .hljs-string { + /* prettylights-syntax-string */ + color: #032f62 +} +.hljs-built_in, +.hljs-symbol { + /* prettylights-syntax-variable */ + color: #e36209 +} +.hljs-comment, +.hljs-code, +.hljs-formula { + /* prettylights-syntax-comment */ + color: #6a737d +} +.hljs-name, +.hljs-quote, +.hljs-selector-tag, +.hljs-selector-pseudo { + /* prettylights-syntax-entity-tag */ + color: #22863a +} +.hljs-subst { + /* prettylights-syntax-storage-modifier-import */ + color: #24292e +} +.hljs-section { + /* prettylights-syntax-markup-heading */ + color: #005cc5; + font-weight: bold +} +.hljs-bullet { + /* prettylights-syntax-markup-list */ + color: #735c0f +} +.hljs-emphasis { + /* prettylights-syntax-markup-italic */ + color: #24292e; + font-style: italic +} +.hljs-strong { + /* prettylights-syntax-markup-bold */ + color: #24292e; + font-weight: bold +} +.hljs-addition { + /* prettylights-syntax-markup-inserted */ + color: #22863a; + background-color: #f0fff4 +} +.hljs-deletion { + /* prettylights-syntax-markup-deleted */ + color: #b31d28; + background-color: #ffeef0 +} +.hljs-char.escape_, +.hljs-link, +.hljs-params, +.hljs-property, +.hljs-punctuation, +.hljs-tag { + /* purposely ignored */ + +} diff --git a/css/main.css b/css/main.css new file mode 100644 index 00000000..82043182 --- /dev/null +++ b/css/main.css @@ -0,0 +1,2238 @@ +.anchorjs-link { + text-decoration: none !important; + transition: opacity 0.2s ease-in-out; +} +.markdown-body h1:hover > .anchorjs-link, +h2:hover > .anchorjs-link, +h3:hover > .anchorjs-link, +h4:hover > .anchorjs-link, +h5:hover > .anchorjs-link, +h6:hover > .anchorjs-link { + opacity: 1; +} +.banner { + height: 100%; + position: relative; + overflow: hidden; + cursor: default; +} +.banner .mask { + position: absolute; + width: 100%; + height: 100%; + background-color: rgba(0,0,0,0.3); +} +.banner[parallax="true"] { + will-change: transform; + -webkit-transform-style: preserve-3d; + -webkit-backface-visibility: hidden; + transition: transform 0.05s ease-out; +} +@media (max-width: 100vh) { + .header-inner { + max-height: 100vw; + } + #board { + margin-top: -1rem !important; + } +} +@media (max-width: 79.99vh) { + .scroll-down-bar { + display: none; + } +} +#board { + position: relative; + margin-top: -2rem; + padding: 3rem 0; + background-color: var(--board-bg-color); + transition: background-color 0.2s ease-in-out; + border-radius: 0.5rem; + z-index: 3; + -webkit-box-shadow: 0 12px 15px 0 rgba(0,0,0,0.24), 0 17px 50px 0 rgba(0,0,0,0.19); + box-shadow: 0 12px 15px 0 rgba(0,0,0,0.24), 0 17px 50px 0 rgba(0,0,0,0.19); +} +.code-widget { + display: inline-block; + background-color: transparent; + font-size: 0.75rem; + line-height: 1; + font-weight: bold; + padding: 0.3rem 0.1rem 0.1rem 0.1rem; + position: absolute; + right: 0.45rem; + top: 0.15rem; + z-index: 1; +} +.code-widget-light { + color: #999; +} +.code-widget-dark { + color: #bababa; +} +.copy-btn { + cursor: pointer; + user-select: none; + -webkit-appearance: none; + outline: none; +} +.copy-btn > i { + font-size: 0.75rem !important; + font-weight: 400; + margin-right: 0.15rem; + opacity: 0; + transition: opacity 0.2s ease-in-out; +} +.markdown-body pre:hover > .copy-btn > i { + opacity: 0.9; +} +.markdown-body pre:hover > .copy-btn, +.markdown-body pre:not(:hover) > .copy-btn { + outline: none; +} +.license-box { + background-color: rgba(27,31,35,0.05); + transition: background-color 0.2s ease-in-out; + border-radius: 4px; + font-size: 0.9rem; + overflow: hidden; + padding: 1.25rem; + position: relative; + z-index: 1; +} +.license-box .license-icon { + position: absolute; + top: 50%; + left: 100%; +} +.license-box .license-icon::after { + content: "\e8e4"; + font-size: 12.5rem; + line-height: 1; + opacity: 0.1; + position: relative; + left: -0.85em; + bottom: 0.5em; + z-index: -1; +} +.license-box .license-title { + margin-bottom: 1rem; +} +.license-box .license-title div:nth-child(1) { + line-height: 1.2; + margin-bottom: 0.25rem; +} +.license-box .license-title div:nth-child(2) { + color: var(--sec-text-color); + font-size: 0.8rem; +} +.license-box .license-meta { + align-items: center; + display: flex; + flex-wrap: wrap; + justify-content: flex-start; +} +.license-box .license-meta .license-meta-item { + align-items: center; + justify-content: center; + margin-right: 1.5rem; +} +.license-box .license-meta .license-meta-item div:nth-child(1) { + color: var(--sec-text-color); + font-size: 0.8rem; + font-weight: normal; +} +.license-box .license-meta .license-meta-item i.iconfont { + font-size: 1rem; +} +@media (max-width: 575px) and (min-width: 425px) { + .license-box .license-meta .license-meta-item { + display: flex; + justify-content: flex-start; + flex-wrap: wrap; + font-size: 0.8rem; + flex: 0 0 50%; + max-width: 50%; + margin-right: 0; + } + .license-box .license-meta .license-meta-item div:nth-child(1) { + margin-right: 0.5rem; + } + .license-box .license-meta .license-meta-date { + order: -1; + } +} +@media (max-width: 424px) { + .license-box::after { + top: -65px; + } + .license-box .license-meta { + flex-direction: column; + align-items: flex-start; + } + .license-box .license-meta .license-meta-item { + display: flex; + flex-wrap: wrap; + font-size: 0.8rem; + } + .license-box .license-meta .license-meta-item div:nth-child(1) { + margin-right: 0.5rem; + } +} +.footer-inner { + padding: 3rem 0 1rem 0; + text-align: center; +} +.footer-inner > div:not(:first-child) { + margin: 0.25rem 0; + font-size: 0.85rem; +} +.footer-inner .statistics { + display: flex; + flex-direction: row; + justify-content: center; +} +.footer-inner .statistics > span { + flex: 1; + margin: 0 0.25rem; +} +.footer-inner .statistics > *:nth-last-child(2):first-child { + text-align: right; +} +.footer-inner .statistics > *:nth-last-child(2):first-child ~ * { + text-align: left; +} +.footer-inner .beian { + display: flex; + flex-direction: row; + justify-content: center; +} +.footer-inner .beian > * { + margin: 0 0.25rem; +} +.footer-inner .beian-police { + position: relative; + overflow: hidden; + display: inline-flex; + align-items: center; + justify-content: left; +} +.footer-inner .beian-police img { + margin-right: 3px; + width: 1rem; + height: 1rem; + margin-bottom: 0.1rem; +} +@media (max-width: 424px) { + .footer-inner .statistics { + flex-direction: column; + } + .footer-inner .statistics > *:nth-last-child(2):first-child { + text-align: center; + } + .footer-inner .statistics > *:nth-last-child(2):first-child ~ * { + text-align: center; + } + .footer-inner .beian { + flex-direction: column; + } + .footer-inner .beian .beian-police { + justify-content: center; + } + .footer-inner .beian > *:nth-last-child(2):first-child { + text-align: center; + } + .footer-inner .beian > *:nth-last-child(2):first-child ~ * { + text-align: center; + } +} +sup > a::before, +.footnote-text::before { + display: block; + content: ""; + margin-top: -5rem; + height: 5rem; + width: 1px; + visibility: hidden; +} +sup > a::before, +.footnote-text::before { + display: inline-block; +} +.footnote-item::before { + display: block; + content: ""; + margin-top: -5rem; + height: 5rem; + width: 1px; + visibility: hidden; +} +.footnote-list ol { + list-style-type: none; + counter-reset: sectioncounter; + padding-left: 0.5rem; + font-size: 0.95rem; +} +.footnote-list ol li:before { + font-family: "Helvetica Neue", monospace, "Monaco"; + content: "[" counter(sectioncounter) "]"; + counter-increment: sectioncounter; +} +.footnote-list ol li+li { + margin-top: 0.5rem; +} +.footnote-text { + padding-left: 0.5em; +} +.navbar { + background-color: transparent; + font-size: 0.875rem; + box-shadow: 0 2px 5px 0 rgba(0,0,0,0.16), 0 2px 10px 0 rgba(0,0,0,0.12); + -webkit-box-shadow: 0 2px 5px 0 rgba(0,0,0,0.16), 0 2px 10px 0 rgba(0,0,0,0.12); +} +.navbar .navbar-brand { + color: var(--navbar-text-color); +} +.navbar .navbar-toggler .animated-icon span { + background-color: var(--navbar-text-color); +} +.navbar .nav-item .nav-link { + display: block; + color: var(--navbar-text-color); + transition: color 0.2s ease-in-out, background-color 0.2s ease-in-out; +} +.navbar .nav-item .nav-link:hover { + color: var(--link-hover-color); +} +.navbar .nav-item .nav-link:focus { + color: var(--navbar-text-color); +} +.navbar .nav-item .nav-link i { + font-size: 0.875rem; +} +.navbar .nav-item .nav-link i:only-child { + margin: 0 0.2rem; +} +.navbar .navbar-toggler { + border-width: 0; + outline: 0; +} +.navbar.scrolling-navbar { + will-change: background, padding; + -webkit-transition: background 0.5s ease-in-out, padding 0.5s ease-in-out; + transition: background 0.5s ease-in-out, padding 0.5s ease-in-out; +} +@media (min-width: 600px) { + .navbar.scrolling-navbar { + padding-top: 12px; + padding-bottom: 12px; + } + .navbar.scrolling-navbar .navbar-nav > li { + -webkit-transition-duration: 1s; + transition-duration: 1s; + } +} +.navbar.scrolling-navbar.top-nav-collapse { + padding-top: 5px; + padding-bottom: 5px; +} +.navbar .dropdown-menu { + font-size: 0.875rem; + color: var(--navbar-text-color); + background-color: rgba(0,0,0,0.3); + border: none; + min-width: 8rem; + -webkit-transition: background 0.5s ease-in-out, padding 0.5s ease-in-out; + transition: background 0.5s ease-in-out, padding 0.5s ease-in-out; +} +@media (max-width: 991.98px) { + .navbar .dropdown-menu { + text-align: center; + } +} +.navbar .dropdown-item { + color: var(--navbar-text-color); +} +.navbar .dropdown-item:hover, +.navbar .dropdown-item:focus { + color: var(--link-hover-color); + background-color: rgba(0,0,0,0.1); +} +@media (min-width: 992px) { + .navbar .dropdown:hover > .dropdown-menu { + display: block; + } + .navbar .dropdown > .dropdown-toggle:active { + pointer-events: none; + } + .navbar .dropdown-menu { + top: 95%; + } +} +.navbar .animated-icon { + width: 30px; + height: 20px; + position: relative; + margin: 0; + -webkit-transform: rotate(0deg); + -moz-transform: rotate(0deg); + -o-transform: rotate(0deg); + transform: rotate(0deg); + -webkit-transition: 0.5s ease-in-out; + -moz-transition: 0.5s ease-in-out; + -o-transition: 0.5s ease-in-out; + transition: 0.5s ease-in-out; + cursor: pointer; +} +.navbar .animated-icon span { + display: block; + position: absolute; + height: 3px; + width: 100%; + border-radius: 9px; + opacity: 1; + left: 0; + -webkit-transform: rotate(0deg); + -moz-transform: rotate(0deg); + -o-transform: rotate(0deg); + transform: rotate(0deg); + -webkit-transition: 0.25s ease-in-out; + -moz-transition: 0.25s ease-in-out; + -o-transition: 0.25s ease-in-out; + transition: 0.25s ease-in-out; + background: #fff; +} +.navbar .animated-icon span:nth-child(1) { + top: 0; +} +.navbar .animated-icon span:nth-child(2) { + top: 10px; +} +.navbar .animated-icon span:nth-child(3) { + top: 20px; +} +.navbar .animated-icon.open span:nth-child(1) { + top: 11px; + -webkit-transform: rotate(135deg); + -moz-transform: rotate(135deg); + -o-transform: rotate(135deg); + transform: rotate(135deg); +} +.navbar .animated-icon.open span:nth-child(2) { + opacity: 0; + left: -60px; +} +.navbar .animated-icon.open span:nth-child(3) { + top: 11px; + -webkit-transform: rotate(-135deg); + -moz-transform: rotate(-135deg); + -o-transform: rotate(-135deg); + transform: rotate(-135deg); +} +.navbar .dropdown-collapse, +.top-nav-collapse, +.navbar-col-show { + background-color: var(--navbar-bg-color); +} +@media (max-width: 767px) { + .navbar { + font-size: 1rem; + line-height: 2.5rem; + } +} +.banner-text { + color: var(--subtitle-color); + max-width: calc(960px - 6rem); + width: 80%; + overflow-wrap: break-word; +} +.banner-text .typed-cursor { + margin: 0 0.2rem; +} +@media (max-width: 767px) { + #subtitle, + .typed-cursor { + font-size: 1.5rem; + } +} +@media (max-width: 575px) { + .banner-text { + font-size: 0.9rem; + } + #subtitle, + .typed-cursor { + font-size: 1.35rem; + } +} +.modal-dialog .modal-content { + background-color: var(--board-bg-color); + border: 0; + border-radius: 0.125rem; + -webkit-box-shadow: 0 5px 11px 0 rgba(0,0,0,0.18), 0 4px 15px 0 rgba(0,0,0,0.15); + box-shadow: 0 5px 11px 0 rgba(0,0,0,0.18), 0 4px 15px 0 rgba(0,0,0,0.15); +} +.modal-dialog .modal-content .modal-header { + border-bottom-color: var(--line-color); + transition: border-bottom-color 0.2s ease-in-out; +} +.close { + color: var(--text-color); +} +.close:hover { + color: var(--link-hover-color); +} +.close:focus { + outline: 0; +} +.modal-dialog .modal-content .modal-header { + border-top-left-radius: 0.125rem; + border-top-right-radius: 0.125rem; + border-bottom: 1px solid #dee2e6; +} +.md-form { + position: relative; + margin-top: 1.5rem; + margin-bottom: 1.5rem; +} +.md-form input[type] { + -webkit-box-sizing: content-box; + box-sizing: content-box; + background-color: transparent; + border: none; + border-bottom: 1px solid #ced4da; + border-radius: 0; + outline: none; + -webkit-box-shadow: none; + box-shadow: none; + transition: border-color 0.15s ease-in-out, box-shadow 0.15s ease-in-out, -webkit-box-shadow 0.15s ease-in-out; +} +.md-form input[type]:focus:not([readonly]) { + border-bottom: 1px solid #4285f4; + -webkit-box-shadow: 0 1px 0 0 #4285f4; + box-shadow: 0 1px 0 0 #4285f4; +} +.md-form input[type]:focus:not([readonly]) + label { + color: #4285f4; +} +.md-form input[type].valid, +.md-form input[type]:focus.valid { + border-bottom: 1px solid #00c851; + -webkit-box-shadow: 0 1px 0 0 #00c851; + box-shadow: 0 1px 0 0 #00c851; +} +.md-form input[type].valid + label, +.md-form input[type]:focus.valid + label { + color: #00c851; +} +.md-form input[type].invalid, +.md-form input[type]:focus.invalid { + border-bottom: 1px solid #f44336; + -webkit-box-shadow: 0 1px 0 0 #f44336; + box-shadow: 0 1px 0 0 #f44336; +} +.md-form input[type].invalid + label, +.md-form input[type]:focus.invalid + label { + color: #f44336; +} +.md-form input[type].validate { + margin-bottom: 2.5rem; +} +.md-form input[type].form-control { + height: auto; + padding: 0.6rem 0 0.4rem 0; + margin: 0 0 0.5rem 0; + color: var(--text-color); + background-color: transparent; + border-radius: 0; +} +.md-form label { + font-size: 0.8rem; + position: absolute; + top: -1rem; + left: 0; + color: #757575; + cursor: text; + transition: color 0.2s ease-out; +} +.modal-open[style] { + padding-right: 0 !important; + overflow: auto; +} +.modal-open[style] #navbar[style] { + padding-right: 1rem !important; +} +#nprogress .bar { + height: 3px !important; + background-color: #29d !important; +} +#nprogress .peg { + box-shadow: 0 0 14px #29d, 0 0 8px #29d !important; +} +@media (max-width: 575px) { + #nprogress .bar { + display: none; + } +} +.noscript-warning { + background-color: #f55; + color: #fff; + font-family: sans-serif; + font-size: 1rem; + font-weight: bold; + position: fixed; + left: 0; + bottom: 0; + text-align: center; + width: 100%; + z-index: 99; +} +.pagination { + margin-top: 3rem; + justify-content: center; +} +.pagination .space { + align-self: flex-end; +} +.pagination .page-number, +.pagination .current, +.pagination .extend { + outline: 0; + border: 0; + background-color: transparent; + font-size: 0.9rem; + padding: 0.5rem 0.75rem; + line-height: 1.25; + border-radius: 0.125rem; +} +.pagination .page-number { + margin: 0 0.05rem; +} +.pagination .page-number:hover, +.pagination .current { + transition: background-color 0.2s ease-in-out; + background-color: var(--link-hover-bg-color); +} +.qr-trigger { + cursor: pointer; + position: relative; +} +.qr-trigger:hover .qr-img { + display: block; + transition: all 0.3s; +} +.qr-img { + max-width: 12rem; + position: absolute; + right: -5.25rem; + z-index: 99; + display: none; + border-radius: 0.2rem; + background-color: transparent; + box-shadow: 0 0 20px -5px rgba(158,158,158,0.2); +} +.scroll-down-bar { + position: absolute; + width: 100%; + height: 6rem; + text-align: center; + cursor: pointer; + bottom: 0; +} +.scroll-down-bar i.iconfont { + font-size: 2rem; + font-weight: bold; + display: inline-block; + position: relative; + padding-top: 2rem; + color: var(--subtitle-color); + transform: translateZ(0); + animation: scroll-down 1.5s infinite; +} +#scroll-top-button { + position: fixed; + z-index: 99; + background: var(--board-bg-color); + transition: background-color 0.2s ease-in-out, bottom 0.3s ease; + border-radius: 4px; + min-width: 40px; + min-height: 40px; + bottom: -60px; + outline: none; + display: flex; + display: -webkit-flex; + align-items: center; + box-shadow: 0 2px 5px 0 rgba(0,0,0,0.16), 0 2px 10px 0 rgba(0,0,0,0.12); +} +#scroll-top-button i { + font-size: 32px; + margin: auto; + color: var(--sec-text-color); +} +#scroll-top-button:hover i, +#scroll-top-button:active i { + animation-name: scroll-top; + animation-duration: 1s; + animation-delay: 0.1s; + animation-timing-function: ease-in-out; + animation-iteration-count: infinite; + animation-fill-mode: forwards; + animation-direction: alternate; +} +#local-search-result .search-list-title { + border-left: 3px solid #0d47a1; +} +#local-search-result .search-list-content { + padding: 0 1.25rem; +} +#local-search-result .search-word { + color: #ff4500; +} +#toc { + visibility: hidden; +} +.toc-header { + margin-bottom: 0.5rem; + font-weight: bold; + line-height: 1.2; +} +.toc-header, +.toc-header > i { + font-size: 1.25rem; +} +.toc-body { + max-height: 75vh; + overflow-y: auto; + overflow: -moz-scrollbars-none; + -ms-overflow-style: none; +} +.toc-body ol { + list-style: none; + padding-inline-start: 1rem; +} +.toc-body::-webkit-scrollbar { + display: none; +} +.tocbot-list { + position: relative; +} +.tocbot-list ol { + list-style: none; + padding-left: 1rem; +} +.tocbot-list a { + font-size: 0.95rem; +} +.tocbot-link { + color: var(--text-color); +} +.tocbot-active-link { + font-weight: bold; + color: var(--link-hover-color); +} +.tocbot-is-collapsed { + max-height: 0; +} +.tocbot-is-collapsible { + overflow: hidden; + transition: all 0.3s ease-in-out; +} +.toc-list-item { + white-space: nowrap; + overflow: hidden; + text-overflow: ellipsis; +} +.toc-list-item.is-active-li::before { + height: 1rem; + margin: 0.25rem 0; + visibility: visible; +} +.toc-list-item::before { + width: 0.15rem; + height: 0.2rem; + position: absolute; + left: 0.25rem; + content: ""; + border-radius: 2px; + margin: 0.65rem 0; + background: var(--link-hover-color); + visibility: hidden; + transition: height 0.1s ease-in-out, margin 0.1s ease-in-out, visibility 0.1s ease-in-out; +} +.sidebar { + position: -webkit-sticky; + position: sticky; + top: 2rem; + padding: 3rem 0; +} +html { + font-size: 16px; + letter-spacing: 0.02em; +} +html, +body { + height: 100%; + font-family: var(--font-family-sans-serif); + overflow-wrap: break-word; +} +body { + transition: color 0.2s ease-in-out, background-color 0.2s ease-in-out; + background-color: var(--body-bg-color); + color: var(--text-color); + -webkit-font-smoothing: antialiased; + -moz-osx-font-smoothing: grayscale; +} +body a { + color: var(--text-color); + text-decoration: none; + cursor: pointer; + transition: color 0.2s ease-in-out, background-color 0.2s ease-in-out; +} +body a:hover { + color: var(--link-hover-color); + text-decoration: none; + transition: color 0.2s ease-in-out, background-color 0.2s ease-in-out; +} +code { + color: inherit; +} +table { + font-size: inherit; + color: var(--post-text-color); +} +img[lazyload] { + object-fit: cover; +} +*[align="left"] { + text-align: left; +} +*[align="center"] { + text-align: center; +} +*[align="right"] { + text-align: right; +} +::-webkit-scrollbar { + width: 6px; + height: 6px; +} +::-webkit-scrollbar-thumb { + background-color: var(--scrollbar-color); + border-radius: 6px; +} +::-webkit-scrollbar-thumb:hover { + background-color: var(--scrollbar-hover-color); +} +::-webkit-scrollbar-corner { + background-color: transparent; +} +label { + margin-bottom: 0; +} +i.iconfont { + font-size: 1em; + line-height: 1; +} +:root { + --color-mode: "light"; + --body-bg-color: #eee; + --board-bg-color: #fff; + --text-color: #3c4858; + --sec-text-color: #718096; + --post-text-color: #2c3e50; + --post-heading-color: #1a202c; + --post-link-color: #0366d6; + --link-hover-color: #30a9de; + --link-hover-bg-color: #f8f9fa; + --line-color: #eaecef; + --navbar-bg-color: #2f4154; + --navbar-text-color: #fff; + --subtitle-color: #fff; + --scrollbar-color: #c4c6c9; + --scrollbar-hover-color: #a6a6a6; + --button-bg-color: transparent; + --button-hover-bg-color: #f2f3f5; + --highlight-bg-color: #f6f8fa; + --inlinecode-bg-color: rgba(175,184,193,0.2); + --fold-title-color: #3c4858; + --fold-border-color: #eaecef; +} +@media (prefers-color-scheme: dark) { + :root { + --color-mode: "dark"; + } + :root:not([data-user-color-scheme]) { + --body-bg-color: #181c27; + --board-bg-color: #252d38; + --text-color: #c4c6c9; + --sec-text-color: #a7a9ad; + --post-text-color: #c4c6c9; + --post-heading-color: #c4c6c9; + --post-link-color: #1589e9; + --link-hover-color: #30a9de; + --link-hover-bg-color: #364151; + --line-color: #435266; + --navbar-bg-color: #1f3144; + --navbar-text-color: #d0d0d0; + --subtitle-color: #d0d0d0; + --scrollbar-color: #687582; + --scrollbar-hover-color: #9da8b3; + --button-bg-color: transparent; + --button-hover-bg-color: #46647e; + --highlight-bg-color: #303030; + --inlinecode-bg-color: rgba(99,110,123,0.4); + --fold-title-color: #c4c6c9; + --fold-border-color: #435266; + } + :root:not([data-user-color-scheme]) img { + -webkit-filter: brightness(0.9); + filter: brightness(0.9); + transition: filter 0.2s ease-in-out; + } + :root:not([data-user-color-scheme]) .license-box { + background-color: rgba(62,75,94,0.35); + transition: background-color 0.2s ease-in-out; + } + :root:not([data-user-color-scheme]) .gt-comment-admin .gt-comment-content { + background-color: transparent; + transition: background-color 0.2s ease-in-out; + } +} +@media not print { + [data-user-color-scheme="dark"] { + --body-bg-color: #181c27; + --board-bg-color: #252d38; + --text-color: #c4c6c9; + --sec-text-color: #a7a9ad; + --post-text-color: #c4c6c9; + --post-heading-color: #c4c6c9; + --post-link-color: #1589e9; + --link-hover-color: #30a9de; + --link-hover-bg-color: #364151; + --line-color: #435266; + --navbar-bg-color: #1f3144; + --navbar-text-color: #d0d0d0; + --subtitle-color: #d0d0d0; + --scrollbar-color: #687582; + --scrollbar-hover-color: #9da8b3; + --button-bg-color: transparent; + --button-hover-bg-color: #46647e; + --highlight-bg-color: #303030; + --inlinecode-bg-color: rgba(99,110,123,0.4); + --fold-title-color: #c4c6c9; + --fold-border-color: #435266; + } + [data-user-color-scheme="dark"] img { + -webkit-filter: brightness(0.9); + filter: brightness(0.9); + transition: filter 0.2s ease-in-out; + } + [data-user-color-scheme="dark"] .license-box { + background-color: rgba(62,75,94,0.35); + transition: background-color 0.2s ease-in-out; + } + [data-user-color-scheme="dark"] .gt-comment-admin .gt-comment-content { + background-color: transparent; + transition: background-color 0.2s ease-in-out; + } +} +@media print { + :root { + --color-mode: "light"; + } +} +.fade-in-up { + -webkit-animation-name: fade-in-up; + animation-name: fade-in-up; +} +.hidden-mobile { + display: block; +} +.visible-mobile { + display: none; +} +@media (max-width: 575px) { + .hidden-mobile { + display: none; + } + .visible-mobile { + display: block; + } +} +.nomargin-x { + margin-left: 0 !important; + margin-right: 0 !important; +} +.nopadding-x { + padding-left: 0 !important; + padding-right: 0 !important; +} +@media (max-width: 767px) { + .nopadding-x-md { + padding-left: 0 !important; + padding-right: 0 !important; + } +} +.flex-center { + display: -webkit-box; + display: -ms-flexbox; + display: flex; + -webkit-box-align: center; + -ms-flex-align: center; + align-items: center; + -webkit-box-pack: center; + -ms-flex-pack: center; + justify-content: center; + height: 100%; +} +.hover-with-bg { + display: inline-block; + line-height: 1; +} +.hover-with-bg:hover { + background-color: var(--link-hover-bg-color); + transition-duration: 0.2s; + transition-timing-function: ease-in-out; + border-radius: 0.2rem; +} +@-moz-keyframes fade-in-up { + from { + opacity: 0; + -webkit-transform: translate3d(0, 100%, 0); + transform: translate3d(0, 100%, 0); + } + to { + opacity: 1; + -webkit-transform: translate3d(0, 0, 0); + transform: translate3d(0, 0, 0); + } +} +@-webkit-keyframes fade-in-up { + from { + opacity: 0; + -webkit-transform: translate3d(0, 100%, 0); + transform: translate3d(0, 100%, 0); + } + to { + opacity: 1; + -webkit-transform: translate3d(0, 0, 0); + transform: translate3d(0, 0, 0); + } +} +@-o-keyframes fade-in-up { + from { + opacity: 0; + -webkit-transform: translate3d(0, 100%, 0); + transform: translate3d(0, 100%, 0); + } + to { + opacity: 1; + -webkit-transform: translate3d(0, 0, 0); + transform: translate3d(0, 0, 0); + } +} +@keyframes fade-in-up { + from { + opacity: 0; + -webkit-transform: translate3d(0, 100%, 0); + transform: translate3d(0, 100%, 0); + } + to { + opacity: 1; + -webkit-transform: translate3d(0, 0, 0); + transform: translate3d(0, 0, 0); + } +} +@-moz-keyframes scroll-down { + 0% { + opacity: 0.8; + top: 0; + } + 50% { + opacity: 0.4; + top: -1em; + } + 100% { + opacity: 0.8; + top: 0; + } +} +@-webkit-keyframes scroll-down { + 0% { + opacity: 0.8; + top: 0; + } + 50% { + opacity: 0.4; + top: -1em; + } + 100% { + opacity: 0.8; + top: 0; + } +} +@-o-keyframes scroll-down { + 0% { + opacity: 0.8; + top: 0; + } + 50% { + opacity: 0.4; + top: -1em; + } + 100% { + opacity: 0.8; + top: 0; + } +} +@keyframes scroll-down { + 0% { + opacity: 0.8; + top: 0; + } + 50% { + opacity: 0.4; + top: -1em; + } + 100% { + opacity: 0.8; + top: 0; + } +} +@-moz-keyframes scroll-top { + 0% { + -webkit-transform: translateY(0); + transform: translateY(0); + } + 50% { + -webkit-transform: translateY(-0.35rem); + transform: translateY(-0.35rem); + } + 100% { + -webkit-transform: translateY(0); + transform: translateY(0); + } +} +@-webkit-keyframes scroll-top { + 0% { + -webkit-transform: translateY(0); + transform: translateY(0); + } + 50% { + -webkit-transform: translateY(-0.35rem); + transform: translateY(-0.35rem); + } + 100% { + -webkit-transform: translateY(0); + transform: translateY(0); + } +} +@-o-keyframes scroll-top { + 0% { + -webkit-transform: translateY(0); + transform: translateY(0); + } + 50% { + -webkit-transform: translateY(-0.35rem); + transform: translateY(-0.35rem); + } + 100% { + -webkit-transform: translateY(0); + transform: translateY(0); + } +} +@keyframes scroll-top { + 0% { + -webkit-transform: translateY(0); + transform: translateY(0); + } + 50% { + -webkit-transform: translateY(-0.35rem); + transform: translateY(-0.35rem); + } + 100% { + -webkit-transform: translateY(0); + transform: translateY(0); + } +} +@media print { + header, + footer, + .side-col, + #scroll-top-button, + .post-prevnext, + #comments { + display: none !important; + } + .markdown-body a:not([href^='#']):not([href^='javascript:']):not(.print-no-link)::after { + content: ' (' attr(href) ')'; + font-size: 0.8rem; + color: var(--post-text-color); + opacity: 0.8; + } + .markdown-body > h1, + .markdown-body h2 { + border-bottom-color: transparent !important; + } + .markdown-body > h1, + .markdown-body h2, + .markdown-body h3, + .markdown-body h4, + .markdown-body h5, + .markdown-body h6 { + margin-top: 1.25em !important; + margin-bottom: 0.25em !important; + } + .markdown-body [data-anchorjs-icon]::after { + display: none; + } + .markdown-body figure.highlight table, + .markdown-body figure.highlight tbody, + .markdown-body figure.highlight tr, + .markdown-body figure.highlight td.code, + .markdown-body figure.highlight td.code pre { + width: 100% !important; + display: block !important; + } + .markdown-body figure.highlight pre > code { + white-space: pre-wrap; + } + .markdown-body figure.highlight .gutter, + .markdown-body figure.highlight .code-widget { + display: none !important; + } + .post-metas a { + text-decoration: none; + } +} +@media not print { + #seo-header { + display: none; + } +} +.index-card { + margin-bottom: 2.5rem; +} +.index-img img { + display: block; + width: 100%; + height: 10rem; + object-fit: cover; + box-shadow: 0 5px 11px 0 rgba(0,0,0,0.18), 0 4px 15px 0 rgba(0,0,0,0.15); + border-radius: 0.25rem; + background-color: transparent; +} +.index-info { + display: flex; + flex-direction: column; + justify-content: space-between; + padding-top: 0.5rem; + padding-bottom: 0.5rem; +} +.index-header { + color: var(--text-color); + font-size: 1.5rem; + font-weight: bold; + line-height: 1.4; + white-space: nowrap; + overflow: hidden; + text-overflow: ellipsis; + margin-bottom: 0.25rem; +} +.index-header .index-pin { + color: var(--text-color); + font-size: 1.5rem; + margin-right: 0.15rem; +} +.index-btm { + color: var(--sec-text-color); +} +.index-btm a { + color: var(--sec-text-color); +} +.index-excerpt { + color: var(--sec-text-color); + margin: 0.5rem 0; + height: calc(1.4rem * 3); + overflow: hidden; + display: flex; +} +.index-excerpt > div { + width: 100%; + line-height: 1.4rem; + word-break: break-word; + display: -webkit-box; + -webkit-box-orient: vertical; + -webkit-line-clamp: 3; +} +.index-excerpt__noimg { + height: auto; + max-height: calc(1.4rem * 3); +} +@media (max-width: 767px) { + .index-info { + padding-top: 1.25rem; + } + .index-header { + font-size: 1.25rem; + white-space: normal; + overflow: hidden; + word-break: break-word; + display: -webkit-box; + -webkit-box-orient: vertical; + -webkit-line-clamp: 2; + } + .index-header .index-pin { + font-size: 1.25rem; + } + .index-excerpt { + height: auto; + max-height: calc(1.4rem * 3); + margin: 0.25rem 0; + } +} +#valine.v[data-class=v] .status-bar, +#valine.v[data-class=v] .veditor, +#valine.v[data-class=v] .vinput, +#valine.v[data-class=v] .vbtn, +#valine.v[data-class=v] p, +#valine.v[data-class=v] pre code { + color: var(--text-color); +} +#valine.v[data-class=v] .vinput::placeholder { + color: var(--sec-text-color); +} +#valine.v[data-class=v] .vicon { + fill: var(--text-color); +} +.gt-container .gt-comment-content:hover { + -webkit-box-shadow: none; + box-shadow: none; +} +.gt-container .gt-comment-body { + color: var(--text-color) !important; + transition: color 0.2s ease-in-out; +} +#remark-km423lmfdslkm34-back { + z-index: 1030; +} +#remark-km423lmfdslkm34-node { + z-index: 1031; +} +.markdown-body .highlight pre, +.markdown-body pre { + padding: 1.45rem 1rem; +} +.markdown-body pre code.hljs { + padding: 0; +} +.markdown-body pre[class*="language-"] { + padding-top: 1.45rem; + padding-bottom: 1.45rem; + padding-right: 1rem; + line-height: 1.5; + margin-bottom: 1rem; +} +.markdown-body .code-wrapper { + position: relative; + border-radius: 4px; + margin-bottom: 1rem; +} +.markdown-body .hljs, +.markdown-body .highlight pre, +.markdown-body .code-wrapper pre, +.markdown-body figure.highlight td.gutter { + transition: color 0.2s ease-in-out, background-color 0.2s ease-in-out; + background-color: var(--highlight-bg-color); +} +pre[class*=language-].line-numbers { + position: initial; +} +figure { + margin: 1rem 0; +} +figure.highlight { + position: relative; +} +figure.highlight table { + border: 0; + margin: 0; + width: auto; + border-radius: 4px; +} +figure.highlight td { + border: 0; + padding: 0; +} +figure.highlight tr { + border: 0; +} +figure.highlight td.code { + width: 100%; +} +figure.highlight td.gutter { + display: table-cell; + position: -webkit-sticky; + position: sticky; + left: 0; + z-index: 1; +} +figure.highlight td.gutter pre { + text-align: right; + padding: 0 0.75rem; + border-radius: initial; + border-right: 1px solid #999; +} +figure.highlight td.gutter pre span.line { + color: #999; +} +figure.highlight td.code > pre { + border-top-left-radius: 0; + border-bottom-left-radius: 0; +} +.markdown-body { + font-size: 1rem; + line-height: 1.6; + font-family: var(--font-family-sans-serif); + margin-bottom: 2rem; + color: var(--post-text-color); +} +.markdown-body > h1, +.markdown-body h2 { + border-bottom-color: var(--line-color); +} +.markdown-body > h1, +.markdown-body h2, +.markdown-body h3, +.markdown-body h4, +.markdown-body h5, +.markdown-body h6 { + color: var(--post-heading-color); + transition: color 0.2s ease-in-out, border-bottom-color 0.2s ease-in-out; + font-weight: bold; + margin-bottom: 0.75em; + margin-top: 2em; +} +.markdown-body > h1::before, +.markdown-body h2::before, +.markdown-body h3::before, +.markdown-body h4::before, +.markdown-body h5::before, +.markdown-body h6::before { + display: block; + content: ""; + margin-top: -5rem; + height: 5rem; + width: 1px; + visibility: hidden; +} +.markdown-body > h1:focus, +.markdown-body h2:focus, +.markdown-body h3:focus, +.markdown-body h4:focus, +.markdown-body h5:focus, +.markdown-body h6:focus { + outline: none; +} +.markdown-body a { + color: var(--post-link-color); +} +.markdown-body strong { + font-weight: bold; +} +.markdown-body code { + tab-size: 4; + background-color: var(--inlinecode-bg-color); + transition: background-color 0.2s ease-in-out; +} +.markdown-body table tr { + background-color: var(--board-bg-color); + transition: background-color 0.2s ease-in-out; +} +.markdown-body table tr:nth-child(2n) { + background-color: var(--board-bg-color); + transition: background-color 0.2s ease-in-out; +} +.markdown-body table th, +.markdown-body table td { + border-color: var(--line-color); + transition: border-color 0.2s ease-in-out; +} +.markdown-body pre { + font-size: 85% !important; +} +.markdown-body pre .mermaid { + text-align: center; +} +.markdown-body pre .mermaid > svg { + min-width: 100%; +} +.markdown-body p > img, +.markdown-body p > a > img, +.markdown-body figure > img, +.markdown-body figure > a > img { + max-width: 90%; + margin: 1.5rem auto; + display: block; + box-shadow: 0 5px 11px 0 rgba(0,0,0,0.18), 0 4px 15px 0 rgba(0,0,0,0.15); + border-radius: 4px; + background-color: transparent; +} +.markdown-body blockquote { + color: var(--sec-text-color); +} +.markdown-body details { + cursor: pointer; +} +.markdown-body details summary { + outline: none; +} +hr, +.markdown-body hr { + background-color: initial; + border-top: 1px solid var(--line-color); + transition: border-top-color 0.2s ease-in-out; +} +.markdown-body hr { + height: 0; + margin: 2rem 0; +} +.markdown-body figcaption.image-caption { + font-size: 0.8rem; + color: var(--post-text-color); + opacity: 0.65; + line-height: 1; + margin: -0.75rem auto 2rem; + text-align: center; +} +.markdown-body figcaption:not(.image-caption) { + display: none; +} +.post-content, +post-custom { + box-sizing: border-box; + padding-left: 10%; + padding-right: 10%; +} +@media (max-width: 767px) { + .post-content, + post-custom { + padding-left: 2rem; + padding-right: 2rem; + } +} +@media (max-width: 424px) { + .post-content, + post-custom { + padding-left: 1rem; + padding-right: 1rem; + } + .anchorjs-link-left { + opacity: 0 !important; + } +} +.page-content strong, +.post-content strong { + font-weight: bold; +} +.page-content > *:nth-child(2), +.post-content > *:nth-child(2) { + margin-top: 0; +} +.page-content img, +.post-content img { + object-fit: cover; + max-width: 100%; +} +@media (max-width: 767px) { + .page-content, + .post-content { + overflow-x: hidden; + } +} +.post-metas { + display: flex; + flex-wrap: wrap; + font-size: 0.9rem; +} +.post-meta > *:not(.hover-with-bg) { + margin-right: 0.2rem; +} +.post-prevnext { + display: flex; + flex-wrap: wrap; + justify-content: space-between; + font-size: 0.9rem; + margin-left: -0.35rem; + margin-right: -0.35rem; +} +.post-prevnext .post-prev, +.post-prevnext .post-next { + display: flex; + padding-left: 0; + padding-right: 0; +} +.post-prevnext .post-prev i, +.post-prevnext .post-next i { + font-size: 1.5rem; +} +.post-prevnext .post-prev a, +.post-prevnext .post-next a { + display: flex; + align-items: center; +} +.post-prevnext .post-prev .hidden-mobile, +.post-prevnext .post-next .hidden-mobile { + display: -webkit-box; + -webkit-box-orient: vertical; + -webkit-line-clamp: 2; + text-overflow: ellipsis; + overflow: hidden; +} +@media (max-width: 575px) { + .post-prevnext .post-prev .hidden-mobile, + .post-prevnext .post-next .hidden-mobile { + display: none; + } +} +.post-prevnext .post-prev:hover i, +.post-prevnext .post-prev:active i, +.post-prevnext .post-next:hover i, +.post-prevnext .post-next:active i { + -webkit-animation-duration: 1s; + animation-duration: 1s; + -webkit-animation-delay: 0.1s; + animation-delay: 0.1s; + -webkit-animation-timing-function: ease-in-out; + animation-timing-function: ease-in-out; + -webkit-animation-iteration-count: infinite; + animation-iteration-count: infinite; + -webkit-animation-fill-mode: forwards; + animation-fill-mode: forwards; + -webkit-animation-direction: alternate; + animation-direction: alternate; +} +.post-prevnext .post-prev:hover i, +.post-prevnext .post-prev:active i { + -webkit-animation-name: post-prev-anim; + animation-name: post-prev-anim; +} +.post-prevnext .post-next:hover i, +.post-prevnext .post-next:active i { + -webkit-animation-name: post-next-anim; + animation-name: post-next-anim; +} +.post-prevnext .post-next { + justify-content: flex-end; +} +.post-prevnext .fa-chevron-left { + margin-right: 0.5rem; +} +.post-prevnext .fa-chevron-right { + margin-left: 0.5rem; +} +#seo-header { + color: var(--post-heading-color); + font-weight: bold; + margin-top: 0.5em; + margin-bottom: 0.75em; + border-bottom-color: var(--line-color); + border-bottom-style: solid; + border-bottom-width: 2px; + line-height: 1.5; +} +.custom, +#comments { + margin-top: 2rem; +} +#comments noscript { + display: block; + text-align: center; + padding: 2rem 0; +} +.visitors { + font-size: 0.8em; + padding: 0.45rem; + float: right; +} +a.fancybox:hover { + text-decoration: none; +} +mjx-container, +.mjx-container { + overflow-x: auto; + overflow-y: hidden !important; + padding: 0.5em 0; +} +mjx-container:focus, +.mjx-container:focus, +mjx-container svg:focus, +.mjx-container svg:focus { + outline: none; +} +.mjx-char { + line-height: 1; +} +.katex-block { + overflow-x: auto; +} +.katex, +.mjx-mrow { + white-space: pre-wrap !important; +} +.footnote-ref [class*=hint--][aria-label]:after { + max-width: 12rem; + white-space: nowrap; + overflow: hidden; + text-overflow: ellipsis; +} +@-moz-keyframes post-prev-anim { + 0% { + -webkit-transform: translateX(0); + transform: translateX(0); + } + 50% { + -webkit-transform: translateX(-0.35rem); + transform: translateX(-0.35rem); + } + 100% { + -webkit-transform: translateX(0); + transform: translateX(0); + } +} +@-webkit-keyframes post-prev-anim { + 0% { + -webkit-transform: translateX(0); + transform: translateX(0); + } + 50% { + -webkit-transform: translateX(-0.35rem); + transform: translateX(-0.35rem); + } + 100% { + -webkit-transform: translateX(0); + transform: translateX(0); + } +} +@-o-keyframes post-prev-anim { + 0% { + -webkit-transform: translateX(0); + transform: translateX(0); + } + 50% { + -webkit-transform: translateX(-0.35rem); + transform: translateX(-0.35rem); + } + 100% { + -webkit-transform: translateX(0); + transform: translateX(0); + } +} +@keyframes post-prev-anim { + 0% { + -webkit-transform: translateX(0); + transform: translateX(0); + } + 50% { + -webkit-transform: translateX(-0.35rem); + transform: translateX(-0.35rem); + } + 100% { + -webkit-transform: translateX(0); + transform: translateX(0); + } +} +@-moz-keyframes post-next-anim { + 0% { + -webkit-transform: translateX(0); + transform: translateX(0); + } + 50% { + -webkit-transform: translateX(0.35rem); + transform: translateX(0.35rem); + } + 100% { + -webkit-transform: translateX(0); + transform: translateX(0); + } +} +@-webkit-keyframes post-next-anim { + 0% { + -webkit-transform: translateX(0); + transform: translateX(0); + } + 50% { + -webkit-transform: translateX(0.35rem); + transform: translateX(0.35rem); + } + 100% { + -webkit-transform: translateX(0); + transform: translateX(0); + } +} +@-o-keyframes post-next-anim { + 0% { + -webkit-transform: translateX(0); + transform: translateX(0); + } + 50% { + -webkit-transform: translateX(0.35rem); + transform: translateX(0.35rem); + } + 100% { + -webkit-transform: translateX(0); + transform: translateX(0); + } +} +@keyframes post-next-anim { + 0% { + -webkit-transform: translateX(0); + transform: translateX(0); + } + 50% { + -webkit-transform: translateX(0.35rem); + transform: translateX(0.35rem); + } + 100% { + -webkit-transform: translateX(0); + transform: translateX(0); + } +} +.fold { + margin: 1rem 0; + border: 0.5px solid var(--fold-border-color); + position: relative; + clear: both; + border-radius: 0.125rem; +} +.fold .fold-title { + color: var(--fold-title-color); + padding: 0.5rem 0.75rem; + font-size: 0.9rem; + font-weight: bold; + border-radius: 0.125rem; +} +.fold .fold-title:not(.collapsed) > .fold-arrow { + transform: rotate(90deg); + transform-origin: center center; +} +.fold .fold-title .fold-arrow { + display: inline-block; + margin-right: 0.35rem; + transition: transform 0.3s ease-out; +} +.fold .fold-content { + padding: 1rem 1rem; +} +.fold .fold-content > *:last-child { + margin-bottom: 0; +} +.fold-default, +.fold-secondary { + background-color: rgba(187,187,187,0.25); +} +.fold-primary { + background-color: rgba(183,160,224,0.25); +} +.fold-info { + background-color: rgba(160,197,228,0.25); +} +.fold-success { + background-color: rgba(174,220,174,0.25); +} +.fold-warning { + background-color: rgba(248,214,166,0.25); +} +.fold-danger { + background-color: rgba(236,169,167,0.25); +} +.fold-light { + background-color: rgba(254,254,254,0.25); +} +.note { + padding: 0.75rem; + border-left: 0.35rem solid; + border-radius: 0.25rem; + margin: 1.5rem 0; + color: var(--text-color); + transition: color 0.2s ease-in-out; + font-size: 0.9rem; +} +.note a { + color: var(--text-color); + transition: color 0.2s ease-in-out; +} +.note *:last-child { + margin-bottom: 0; +} +.note-default, +.note-secondary { + background-color: rgba(187,187,187,0.25); + border-color: #777; +} +.note-primary { + background-color: rgba(183,160,224,0.25); + border-color: #6f42c1; +} +.note-success { + background-color: rgba(174,220,174,0.25); + border-color: #5cb85c; +} +.note-danger { + background-color: rgba(236,169,167,0.25); + border-color: #d9534f; +} +.note-warning { + background-color: rgba(248,214,166,0.25); + border-color: #f0ad4e; +} +.note-info { + background-color: rgba(160,197,228,0.25); + border-color: #428bca; +} +.note-light { + background-color: rgba(254,254,254,0.25); + border-color: #0f0f0f; +} +.label { + display: inline; + border-radius: 3px; + font-size: 85%; + margin: 0; + padding: 0.2em 0.4em; + color: var(--text-color); + transition: color 0.2s ease-in-out; +} +.label-default, +.label-secondary { + background-color: rgba(187,187,187,0.25); +} +.label-primary { + background-color: rgba(183,160,224,0.25); +} +.label-info { + background-color: rgba(160,197,228,0.25); +} +.label-success { + background-color: rgba(174,220,174,0.25); +} +.label-warning { + background-color: rgba(248,214,166,0.25); +} +.label-danger { + background-color: rgba(236,169,167,0.25); +} +.markdown-body .btn { + border: 1px solid var(--line-color); + background-color: var(--button-bg-color); + color: var(--text-color); + transition: color 0.2s ease-in-out, background 0.2s ease-in-out, border-color 0.2s ease-in-out; + border-radius: 0.25rem; + display: inline-block; + font-size: 0.875em; + line-height: 2; + padding: 0 0.75rem; + margin-bottom: 1rem; +} +.markdown-body .btn:hover { + background-color: var(--button-hover-bg-color); + text-decoration: none; +} +.group-image-container { + margin: 1.5rem auto; +} +.group-image-container img { + margin: 0 auto; + border-radius: 3px; + background-color: transparent; + box-shadow: 0 3px 9px 0 rgba(0,0,0,0.15), 0 3px 9px 0 rgba(0,0,0,0.15); +} +.group-image-row { + margin-bottom: 0.5rem; + display: flex; + justify-content: center; +} +.group-image-wrap { + flex: 1; + display: flex; + justify-content: center; +} +.group-image-wrap:not(:last-child) { + margin-right: 0.25rem; +} +input[type=checkbox] { + margin: 0 0.2em 0.2em 0; + vertical-align: middle; +} +.list-group a ~ p.h5 { + margin-top: 1rem; +} +.list-group-item { + display: flex; + background-color: transparent; + border: 0; +} +.list-group-item time { + flex: 0 0 5rem; +} +.list-group-item .list-group-item-title { + white-space: nowrap; + overflow: hidden; + text-overflow: ellipsis; +} +@media (max-width: 575px) { + .list-group-item { + font-size: 0.95rem; + padding: 0.5rem 0.75rem; + } + .list-group-item time { + flex: 0 0 4rem; + } +} +.list-group-item-action { + color: var(--text-color); +} +.list-group-item-action:focus, +.list-group-item-action:hover { + color: var(--link-hover-color); + background-color: var(--link-hover-bg-color); +} +.about-avatar { + position: relative; + margin: -8rem auto 1rem; + width: 10rem; + height: 10rem; + z-index: 3; +} +.about-avatar img { + width: 100%; + height: 100%; + border-radius: 50%; + background-color: transparent; + object-fit: cover; + box-shadow: 0 2px 5px 0 rgba(0,0,0,0.16), 0 2px 10px 0 rgba(0,0,0,0.12); +} +.about-info > div { + margin-bottom: 0.5rem; +} +.about-name { + font-size: 1.75rem; + font-weight: bold; +} +.about-intro { + font-size: 1rem; +} +.about-icons > a:not(:last-child) { + margin-right: 0.5rem; +} +.about-icons > a > i { + font-size: 1.5rem; +} +.category-bar .category-list { + max-height: 85vh; + overflow-y: auto; + overflow-x: hidden; +} +.category-bar .category-list::-webkit-scrollbar { + display: none; +} +.category-bar .category-list > .category-sub > a { + font-weight: bold; + font-size: 1.2rem; +} +.category-bar .category-list .category-item-action i { + margin: 0; +} +.category-bar .category-list .category-subitem.list-group-item { + padding-left: 0.5rem; + padding-right: 0; +} +.category-bar .category-list .category-collapse .category-post-list { + margin-top: 0.25rem; + margin-bottom: 0.5rem; +} +.category-bar .category-list .category-collapse .category-post { + font-size: 0.9rem; + line-height: 1.75; +} +.category-bar .category-list .category-item-action:hover { + background-color: initial; +} +.category-bar .list-group-item { + padding: 0; +} +.category-bar .list-group-item.active { + color: var(--link-hover-color); + background-color: initial; + font-weight: bold; + font-family: "iconfont"; + font-style: normal; + -webkit-font-smoothing: antialiased; +} +.category-bar .list-group-item.active::before { + content: "\e61f"; + font-weight: initial; + margin-right: 0.25rem; +} +.category-bar .list-group-count { + margin-left: 0.2rem; + margin-right: 0.2rem; + font-size: 0.9em; +} +.category-bar .list-group-item-action:focus, +.category-bar .list-group-item-action:hover { + background-color: initial; +} +.category-chains { + display: flex; + flex-wrap: wrap; +} +.category-chains > *:not(:last-child) { + margin-right: 1em; +} +.category:not(:last-child) { + margin-bottom: 1rem; +} +.category .category-item, +.category .category-subitem { + font-weight: bold; + display: flex; + align-items: center; +} +.category .category-item { + font-size: 1.25rem; +} +.category .category-subitem { + font-size: 1.1rem; +} +.category .category-collapse { + padding-left: 1.25rem; + width: 100%; +} +.category .category-count { + font-size: 0.9rem; + font-weight: initial; + min-width: 1.3em; + line-height: 1.3em; + display: flex; + align-items: center; +} +.category .category-count i { + padding-right: 0.25rem; +} +.category .category-count span { + width: 2rem; +} +.category .category-post { + white-space: nowrap; + overflow: hidden; + text-overflow: ellipsis; +} +.category .category-item-action:not(.collapsed) > i { + transform: rotate(90deg); + transform-origin: center center; +} +.category .category-item-action i { + transition: transform 0.3s ease-out; + display: inline-block; + margin-left: 0.25rem; +} +.category .category-item-action .category:hover { + z-index: 1; + color: var(--link-hover-color); + text-decoration: none; + background-color: var(--link-hover-bg-color); +} +.category .row { + margin-left: 0; + margin-right: 0; +} +.tagcloud { + padding: 1rem 5%; +} +.tagcloud a { + display: inline-block; + padding: 0.5rem; +} +.tagcloud a:hover { + color: var(--link-hover-color) !important; +} +.links .card { + box-shadow: none; + min-width: 33%; + background-color: transparent; + border: 0; +} +.links .card-body { + margin: 1rem 0; + padding: 1rem; + border-radius: 0.3rem; + display: block; + width: 100%; + height: 100%; +} +.links .card-body:hover .link-avatar { + transform: scale(1.1); +} +.links .card-content { + display: flex; + flex-wrap: nowrap; + width: 100%; + height: 3.5rem; +} +.link-avatar { + flex: none; + width: 3rem; + height: 3rem; + margin-right: 0.75rem; + object-fit: cover; + transition-duration: 0.2s; + transition-timing-function: ease-in-out; +} +.link-avatar img { + width: 100%; + height: 100%; + border-radius: 50%; + background-color: transparent; + object-fit: cover; +} +.link-text { + flex: 1; + display: grid; + flex-direction: column; + line-height: 1.5; +} +.link-title { + overflow: hidden; + text-overflow: ellipsis; + white-space: nowrap; + color: var(--text-color); + font-weight: bold; +} +.link-intro { + max-height: 2rem; + font-size: 0.85rem; + line-height: 1.2; + color: var(--sec-text-color); + display: -webkit-box; + -webkit-box-orient: vertical; + -webkit-line-clamp: 2; + text-overflow: ellipsis; + overflow: hidden; +} +@media (max-width: 767px) { + .links { + display: flex; + flex-direction: column; + justify-content: center; + align-items: center; + } + .links .card { + padding-left: 2rem; + padding-right: 2rem; + } +} +@media (min-width: 768px) { + .link-text:only-child { + margin-left: 1rem; + } +} diff --git a/google6c86e8efa6705dae.html b/google6c86e8efa6705dae.html new file mode 100644 index 00000000..0e4623fd --- /dev/null +++ b/google6c86e8efa6705dae.html @@ -0,0 +1 @@ +google-site-verification: google6c86e8efa6705dae.html \ No newline at end of file diff --git a/images/2016-12-26-1.png b/images/2016-12-26-1.png new file mode 100644 index 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X.509证书常用的编码方式有DER格式和PEM格式。证书是一个对象的话，那么需要一个描述这个对象的语言。ASN.1就是这样的一个语言规范。而DER是ASN.1编码的一种方式。如果要解析DER编码文件，就需要了解ASN.1语言规范的编解码。

ASN.1（Abstract Syntax Notation One）是OSI（Open Source Interconnection）使用的描述对象的语言规范。OSI是X.200中定义的。而ASN.1是X.208中描述的。

下面是一个ASN.1的例子

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Foo DEFINITIONS ::= BEGIN

    Question ::= SEQUENCE {
        id        INTEGER,
        question  IA5String
    }

    Answer ::= SEQUENCE {
        id        INTEGER,
        answer    BOOLEAN
    }

END

以一个证书分析ASN.1语法

以下是一个PEM格式的证书。

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-----BEGIN CERTIFICATE-----

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4ijSDMvjyn3JEvT878Fxh7KB4IbZKh3kj9RetGaGEljjgv/Pg3h2gu+GNPgk30xJ

TfK5QkRaYenm9aWKpHHf4hpUQlMKawxdS1k+3gVGwWu8YM/a0A==

-----END CERTIFICATE-----

对这个证书进行解析的方法是用一个在线的工具 http://lapo.it/asn1js/。

可以把上面base64编码的证书复制到网站解码之后，可以看到类似如下的结果。

cert-parse

ASN.1的编码基本上遵循的是type+length+value的方式。

ASN.1的数据tag大概有以下几种，

typetagNumber
Boolean0x01
Integer0x02
BitString0x03
OctetString0x04
Null0x05
ObjectIdentifier0x06
Enumerated0x0a
UTF8String0x0c
Sequence0x10
Set0x11
PrintableString0x13
IA5String0x16
UTCTime0x17
UnicodeString0x1e

那么具体看一下以上ca证书的前四个字节是什么含义。

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30 82 05 C1

  1. 首先看是什么type。第一个字节0x30描述了type信息。tagClass = 0x30 >> 6 = 0 ，表示universal isConstructed = 0x30 & 0x20 = True，对于sequence基本都是true,tagNumber = 0x30 & 0x1F = 0x10 ，因此对应的Sequence

  2. 接下来计算长度。第二个字节为0x82,分两种情况，判断表达式，byte & 0x7F == byte 如果为true就是小于127。否则就是大于127。

  • 长度是小于127(short form)那么该该字节就是length，之后就是value的内容。
  • 长度大于127(long form)，byte & 0x7F 表示length的编码长度。

对于以上的例子，0x82是long form因为 

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( 0x82 == (0x82 & 0x7F) = False

那么表示长度的字节数量是 

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0x82 & 0x7F = 0x2

因此’0x82’之后的两个字节’0x05’和’0xC1’组成长度。

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0x05C1 = 1473

两个字节表示value的长度1473。

因此，

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30 82 05 C1

这个头四个字节的含义是，这个是Sequence类型，长度是1473，这四节之后的1473个字节就是Sequence类型的值。

]]> + + + + + + X.509 + + ASN.1 + + + + + + + + + 自建根证书，中间证书和Server端X.509证书并搭建nginx验证Server端证书有效性 + + /zh-hans/2020/10/09/x509-ca/ + + X.509证书的颁发和使用

X.509证书是用来认证身份的，例如在访问一个HTTPS网站的时候，浏览器会首先下载该网站的证书，验证是否有效。如果无效，浏览器会提示您的连接不是私密连接，进一步访问网站有风险。如果有效则可以直接访问，不会告警。

浏览器怎么验证网站证书是否有效呢？简单说就是看网站证书的颁发机构是不是已经被操作系统信任，即看颁发机构的身份证书是否已经安装到操作系统里，并被设置为信任。

那么我们接下来做的事情就是在mac系统上验证浏览器的上述行为。

验证步骤，

  1. 生成根证书，中间证书和Server端证书(即用户证书)
  2. 本机搭建nginx服务器，并设置Server端证书（！！注意此时未安装根证书到操作系统）
  3. 浏览器访问https://localhost，出现告警提示
  4. 把根证书和中间证书安装到操作系统，并设置根证书为永久信任
  5. 重新访问https://localhost，正常，没有出现告警。

第一步，生成根证书，中间证书和Server端证书

颁发机构通常会有根机构和中间机构，根机构的证书自己签发自己，中间机构的证书由根机构签发，而Server端证书由中间机构签发。本人参考以下三篇文章创建了根证书，中间证书和Server端证书。

不过需要注意的是，Server端证书有效期不要太长，否则即使安装了根证书也会告警。

第二步，本机搭建nginx服务器，并设置Server端证书

mac下安装nginx很简单

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brew install nginx

然后修改/usr/local/etc/nginx/nginx.conf文件，在server里添加三行

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listen       443    ssl;
ssl_certificate /Users/ym/tmp/myca/localhost/certs/localhost.cert.pem;
ssl_certificate_key /Users/ym/tmp/myca/localhost/private/localhost.key.pem;

启动nginx

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brew sevices start nginx

第三步，浏览器访问https://localhost

显示告警信息invalid-certificate

第四步，把根证书和中间证书安装到操作系统，并设置根证书为永久信任

在mac系统下，点击lauchpad，并搜索钥匙串访问。可以看到登录下安装的证书。在finder中打开根证书和中间证书，可以添加到登录账号下。只需要设置根证书为永久信任即可。以为中间证书是由根证书签发的。以下是已经安装的根证书root-ca-crt

以下是已经安装的中间证书mid-ca-crt

第五步， 重新访问https://localhost

重新访问https://localhost。正常。

valid-crt

]]> + + + + + + certificate + + X.509 + + nginx + + openssl + + ssl + + + + + + + + + 基于CLion和gdbserver实现远程调试c程序 + + /zh-hans/2020/09/08/remote-debug-with-clion/ + + 远程调试c程序

最近基于tsar（阿里开源的一个基于c语言的监控程序）做二次开发，因为以前从来没有在工作中写过c，所以这个简单的工作花了两周时间，期间用gdb进行调试，用valgrind检查内存泄漏。但是最让我不舒服的就是gdb调试了，虽然gdb很给力，但是毕竟由奢入俭难，之前写Java，Python，Go都是可以用IDE进行debug的。有图形化界面还是效率高很多，而对于新手，能够方便的debug源码就可以快速的理解项目。

那么怎么办呢？

CLion

我一直以为CLion可以很好的理解cmake项目，但是对于大量的基于makefile编译的项目，则不能很好的解析，所以也无法利用CLion进行代码调试。

但是并不是这样，虽然CLion无法理解代码中各种符号之间的依赖关系，但是调试只要有debug info和源码就可以进行图形化调试。

参考CLion远程开发的Remote GDB Server，很简单就实现了。

远程调试tsar

  1. mac下安装了CLion，linux下编译tsar。在mac下，tsar项目源码路径——/Users/ym/work/operation在linux下为,tsar项目源码路径——/home/keyvalue/ym/operation

  2. 在CLion下创建一个GDB remote debug配置。参数配置：

  • target remote args
    10.4.104.153:1234 # 这是gdbserver的ip:port

  • path mappings remote path为/home/keyvalue/ym/operation，local path为/Users/ym/work/operation

gdb remote debug config

  1. 在linux下运行命令

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    $ sudo gdbserver :1234 src/tsar --cron
    Process src/tsar created; pid = 10216
    Listening on port 1234

  2. CLion下启动之前的GDB remote debug配置，就可以愉快的断点调试了。

tsar remote debug

]]> + + + + + + debug + + CLion + + gdb + + remote + + + + + + + + + 基于Spring Integration实现文件写入 + + /zh-hans/2020/08/14/write-file-with-spring-integration/ + + Spring Integration是什么

Spring Integration是一个出现了10年的技术。随便搜索一下，就能看到历史的久远，但是实际项目中用的人很少？原因是什么呢？

难！很难！

因为Spring Integration已经是一套DSL了。所以学习它就是学习一种新的语言，一种新的编程范式。

写入文件

就拿最简单的一个使用，如何写入一个文件，Google了几遍只能找到Spring的官方文档中的例子。如下

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@SpringBootApplication
@IntegrationComponentScan
public class FileWritingJavaApplication {

    public static void main(String[] args) {
        ConfigurableApplicationContext context =
                      new SpringApplicationBuilder(FileWritingJavaApplication.class)
                              .web(false)
                              .run(args);
             MyGateway gateway = context.getBean(MyGateway.class);
             gateway.writeToFile("foo.txt", new File(tmpDir.getRoot(), "fileWritingFlow"), "foo");
    }

    @Bean
    @ServiceActivator(inputChannel = "writeToFileChannel")
    public MessageHandler fileWritingMessageHandler() {
         Expression directoryExpression = new SpelExpressionParser().parseExpression("headers.directory");
         FileWritingMessageHandler handler = new FileWritingMessageHandler(directoryExpression);
         handler.setFileExistsMode(FileExistsMode.APPEND);
         return handler;
    }

    @MessagingGateway(defaultRequestChannel = "writeToFileChannel")
    public interface MyGateway {

        void writeToFile(@Header(FileHeaders.FILENAME) String fileName,
                       @Header(FileHeaders.FILENAME) File directory, String data);

    }
}

可是一运行发现根本跑不起来，而且问题不止一处。

完整的例子

我先给出修改后的可以正常运行的代码吧。可以和上面的比较一下，差别有好几处。

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@Configuration
@IntegrationComponentScan
public class FileWriteConfig {

    @Bean
    public MessageChannel writeToFileChannel() {
        DirectChannel directChannel = new DirectChannel();
        directChannel.subscribe(fileWritingMessageHandler());
        return directChannel;
    }

    @Bean
    public MessageHandler fileWritingMessageHandler() {
        Expression directoryExpression = new SpelExpressionParser().parseExpression("headers.directory");
        FileWritingMessageHandler handler = new FileWritingMessageHandler(directoryExpression);
        handler.setFileExistsMode(FileExistsMode.REPLACE);
        //https://stackoverflow.com/questions/29274479/spring-integration-no-output-channel-or-replychannel-header-available
        handler.setExpectReply(false);
        return handler;
    }

    @MessagingGateway(defaultRequestChannel = "writeToFileChannel")
    public interface FileWriteGateway {

        void writeToFile(@Header(FileHeaders.FILENAME) String fileName,
                         @Header("directory") File directory,
                         String data);

    }

}

然后写一个测试。

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@RunWith(SpringRunner.class)
@SpringBootTest(classes = Application.class)
@WebAppConfiguration
public class FileWriteGatewayTest {

    @SuppressWarnings("SpringJavaInjectionPointsAutowiringInspection")
    @Autowired
    FileWriteConfig.FileWriteGateway gateway;


    @Test
    public void test(){
        gateway.writeToFile("foo.txt", new File("/Users/ym/tmp/"), "fff");
    }

}

用法非常简单。但是配置却花了好长时间。但是只有通过使用才能慢慢理解这个框架。

写代码是不是像搭积木，像玩magspace。

]]> + + + + + + spring + + integration + + write + + file + + + + + + + + + 在mac下跑一个Ingress的例子 + + /zh-hans/2020/07/06/run-ingress-example-on-mac/ + + Ingress是什么

在Kubernetes中，Ingress是一个对象，该对象允许从Kubernetes集群外部访问Kubernetes服务。 您可以 通过创建一组规则来配置访问权限，这些规则定义了哪些入站连接可以访问哪些服务。

这里有篇文章很好的说明了Ingress，并给出了例子 —— Kubernetes Ingress with Nginx Example

但是要想跑一下，首先要有一个k8s集群。下面首先在mac上安装一个k8s集群。

在mac上安装k8s集群

我的mbp的配置是8G内存。

  1. 下载Docker.dmg。
  2. 从这里下载搭建k8s所需要的镜像——https://github.com/gotok8s/k8s-docker-desktop-for-mac使用的方法就是如下，我用的docker desktop的kubernates的版本是1.19.3所以，相应的要把文件images中的版本号进行修改，以匹配。
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    $ git clone https://github.com/gotok8s/k8s-docker-desktop-for-mac.git
    $ cd k8s-docker-desktop-for-mac
    $ cat images
    k8s.gcr.io/kube-proxy:v1.19.3=gotok8s/kube-proxy:v1.19.3
    k8s.gcr.io/kube-controller-manager:v1.19.3=gotok8s/kube-controller-manager:v1.19.3
    k8s.gcr.io/kube-scheduler:v1.19.3=gotok8s/kube-scheduler:v1.19.3
    k8s.gcr.io/kube-apiserver:v1.19.3=gotok8s/kube-apiserver:v1.19.3
    k8s.gcr.io/coredns:1.7.0=gotok8s/coredns:1.7.0
    k8s.gcr.io/pause:3.2=gotok8s/pause:3.2
    k8s.gcr.io/etcd:3.4.13-0=gotok8s/etcd:3.4.13-0
    $ ./load_images.sh
  3. 启动docker desktop，并在dashboard中修改docker使用的资源大小。我分配了5G，交换内存设置为4G，cpu数量为3
  4. 勾选Enable Kubernetes和Show system containers (advanced)，启动，然后耐心等待。

需要等待的时间比较长，因为还会下载多个镜像,如docker/desktop-kubernetes等等。

安装ingress-nginx-controller

我们从ingress-nginx的官网可以看到不同的安装方式，对于 Docker for Mac，一行命令搞定

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kubectl apply -f https://raw.githubusercontent.com/kubernetes/ingress-nginx/master/deploy/static/provider/cloud/deploy.yaml

这个需要下载镜像quay.io/kubernetes-ingress-controller/nginx-ingress-controller，所以也需要时间。直到看到如下pods

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ingress-nginx   ingress-nginx-admission-create-frllm       0/1     Completed   0          56m
ingress-nginx   ingress-nginx-admission-patch-gbwpd        0/1     Completed   0          56m
ingress-nginx   ingress-nginx-controller-8f7b9d799-c67xw   1/1     Running     2          56m

跑一个Ingress的例子

Kubernetes Ingress with Nginx Example中的yaml文件需要外网才能看到。

我在此列出三个yaml文件

apple.yaml:

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kind: Pod
apiVersion: v1
metadata:
  name: apple-app
  labels:
    app: apple
spec:
  containers:
    - name: apple-app
      image: hashicorp/http-echo
      args:
        - "-text=apple"

---

kind: Service
apiVersion: v1
metadata:
  name: apple-service
spec:
  selector:
    app: apple
  ports:
    - port: 5678 # Default port for image

banana.yaml :

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kind: Pod
apiVersion: v1
metadata:
  name: banana-app
  labels:
    app: banana
spec:
  containers:
    - name: banana-app
      image: hashicorp/http-echo
      args:
        - "-text=banana"

---

kind: Service
apiVersion: v1
metadata:
  name: banana-service
spec:
  selector:
    app: banana
  ports:
    - port: 5678 # Default port for image

ingress.yaml:

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apiVersion: extensions/v1beta1
kind: Ingress
metadata:
  name: example-ingress
  annotations:
    ingress.kubernetes.io/rewrite-target: /
spec:
  rules:
  - http:
      paths:
        - path: /apple
          backend:
            serviceName: apple-service
            servicePort: 5678
        - path: /banana
          backend:
            serviceName: banana-service
            servicePort: 5678

执行命令，等待一下。因为要下载一个镜像“jettech/kube-webhook-certgen”

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$ kubectl apply -f apple.yaml
$ kubectl apply -f banana.yaml
$ kubectl create -f ingress.yaml

查看ingress

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$ kubectl describe ingress -n default example-ingress
Name:             example-ingress
Namespace:        default
Address:          localhost
Default backend:  default-http-backend:80 (<error: endpoints "default-http-backend" not found>)
Rules:
  Host        Path  Backends
  ----        ----  --------
  *           
              /apple    apple-service:5678 (10.1.0.30:5678)
              /banana   banana-service:5678 (10.1.0.28:5678)
Annotations:  ingress.kubernetes.io/rewrite-target: /
Events:
  Type    Reason  Age   From                      Message
  ----    ------  ----  ----                      -------
  Normal  CREATE  45m   nginx-ingress-controller  Ingress default/example-ingress
  Normal  UPDATE  44m   nginx-ingress-controller  Ingress default/example-ingress
  Normal  CREATE  14m   nginx-ingress-controller  Ingress default/example-ingress

最后测试

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$ curl -kL http://localhost/apple
apple

$ curl -kL http://localhost/banana
banana

$ curl -kL http://localhost/notfound
default backend - 404

]]> + + + + + + docker + + k8s + + ingress + + mac + + + + + + + + + docker容器内访问mac主机的kafka + + /zh-hans/2020/03/09/connect-kafka/ + + 从容器内访问主机的kafka

我最近遇到这样一个需求，需要从容器内的ClickHouse访问安装在mac主机的kafka。这个问题似乎很简单，因为在windows上，虚拟机可以和host组成一个局域网，因此kafka只要绑定此网段的ip地址即可。但是在我的mac主机下，这个方案行不通。

有几个原因，

  1. ClickHouse无法直接安装在mac上，需要编译（当然8G内存也可以编译，但是ninja需要限制job数量，要花很长时间）。
  2. 我的mac内存只有8G，使用vbox根本不可能，只能使用docker。
  3. 有现成的镜像，直接可以启动。并且host上可以直接连接ClickHouse。

难点就在于容器和host根本不在一个网段。

解决步骤

  1. 修改主机上的kafka的相关配置如下
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listeners=PLAINTEXT://0.0.0.0:9092

advertised.listeners=PLAINTEXT://host.docker.internal:9092
  1. /etc/hosts文件添加
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127.0.0.1       host.docker.internal
  1. 在容器内，访问host.docker.internal:9092

原理

docker desktop for mac会默认提供一个域名host.docker.internal给容器内的应用访问主机的服务。所以，如果主机上启动一个rest服务localhost:8080，则容器内可以通过host.docker.internal:8080直接访问。

但是如果kafka只是配置为

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listeners=PLAINTEXT://localhost:9092

想直接访问kafka的broker则是不行的。我们会发现，在容器内，telnet host.docker.internal 9092是通的。这是为什么呢？

想要连接kafka的broker会进行基本的两步交互。

  1. client访问broker的地址”A”，然后broker会发送回去一个advertised地址”B”
  2. client接收到地址”B”，然后尝试访问”B”

如果不设置advertised.listeners，那么默认等于listeners的值。

所以对于这样的设置B=A=PLAINTEXT://localhost:9092。容器内尝试访问”host.docker.internal:9092”，则会这样子，

  1. 容器内访问host.docker.internal:9092，接收到地址B=PLAINTEXT://localhost:9092
  2. 然后访问地址localhost:9092，失败。

而如果在主机上访问则显然是成功的。

而我们的解决方法配置是这样的A=PLAINTEXT://localhost:9092, B=PLAINTEXT://host.docker.internal:9092

所以如果容器内访问的过程就是，

  1. 容器内访问host.docker.internal:9092，接收到地址B=PLAINTEXT://host.docker.internal:9092
  2. 然后访问host.docker.internal:9092，成功。

而主机上的过程是，

  1. 主机上访问localhost:9092,接收到地址B=PLAINTEXT://host.docker.internal:9092
  2. 然后访问host.docker.internal:9092，根据/etc/hosts的域名解析为127.0.0.1:9092，成功。

测试

我这里用kafkacat测试，实际上容器内的应用可以使用其他kafka客户端。

连接broker,并显示metadata

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root@bb6b85562200:/# kafkacat -b host.docker.internal:9092 -L
Metadata for all topics (from broker 0: host.docker.internal:9092/0):
 1 brokers:
  broker 0 at host.docker.internal:9092
 8 topics:
  topic "test-topic" with 1 partitions:
    partition 0, leader 0, replicas: 0, isrs: 0
  topic "flink-test" with 1 partitions:
    partition 0, leader 0, replicas: 0, isrs: 0
  topic "__consumer_offsets" with 50 partitions:
    partition 0, leader 0, replicas: 0, isrs: 0
    partition 10, leader 0, replicas: 0, isrs: 0
...
...

显示消息

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^Croot@bb6b85562200:/# kafkacat -b host.docker.internal:9092 -C -t flink-test -o beginning
{seqNo: 1, eventTs: 1583739799986, id: even偶数, value: 4.57}
% Reached end of topic flink-test [0] at offset 1
]]> + + + + + + kafka + + container + + docker + + + + + + + + + 使用delve调试K3s + + /zh-hans/2019/11/19/debug-k3s/ + + k3s是什么

K3s是什么？k8s的精简版。编译之后执行程序大小不到50M。可以用在物联网的边缘计算侧。如果想深入了解k8s，那么k3s是个很好的起点。那么如果能够断点调试k3s，就更好了。下面我们来看看怎么做。

步骤

  • 建议使用linux 64位操作系统。这样可以native构建。
  • 建议性能好一些的机器，虚拟机编译会很慢
  • 建议安装好docker
  • 配置好go的环境，设置GOPATH，同时把$GOPATH/bin加入到PATH
  • 安装Goland这个集成开发环境
  • 从github克隆k3s的代码，加上depth参数则不下载历史，速度会快很多
    1
    $ git clone --depth 1 https://github.com/rancher/k3s.git $GOPATH/src/github.com/rancher/k3s
  • 安装delve的debug工具。完成之后会生成可执行文件$GOPATH/bin/dlv
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    $ git clone --depth 1 https://github.com/go-delve/delve.git $GOPATH/src/github.com/go-delve/delve
    $ cd $GOPATH/src/github.com/go-delve/delve
    $ make install
  • 构建含有调试信息的可执行文件k3s,所在路径是$GOPATH/src/github.com/rancher/k3s/
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    $ cd $GOPATH/src/github.com/rancher/k3s
    $ go build -gcflags "all=-N -l" -o k3s
  • 用delve执行。这时候线程会监听2345的远程调试接入。
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    $ cd $GOPATH/src/github.com/rancher/k3s
    $ dlv --listen=:2345 --headless=true --api-version=2 exec -- ./k3s server --docker --disable-agent
  • Goland中添加k3s项目。项目根路径为$GOPATH，然后配置增加一个remote调试。在运行之前，在main.go上打一个断点。

运行远程调试之后，成功。remote-debug

]]> + + + + + + k3s + + delve + + golang + + + + + + + + + Java语言中bytes convert to string and back not equal + + /zh-hans/2019/04/28/2019-4-28-byte-to-string-and-back/ + + 问题

用google搜索关键词”java bytes to string and back not equal”，第一个就是我说的这个问题。什么意思呢？就是在java中，bytes转化为string之后，再转换回bytes的时候，发现不相同了。但是Go语言就没有这个问题哦。

运行如下java代码

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byte[] a = new byte[]{(byte) 0xc0, (byte) 0xa8, (byte) 0x00, (byte) 0x01, (byte) 0x04, (byte) 0x38};
System.out.println(ByteBufUtil.hexDump(a));
String s = new String(a);
System.out.println(ByteBufUtil.hexDump(s.getBytes()));

输出的结果如下：

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c0a800010438
efbfbdefbfbd00010438

分析

bytes转化为string类型，本质上要选择一种编码。那么选择的是什么呢？我们看看new String()执行的代码。通过跟踪，可以看到，使用了默认的编码。csn为UTF-8。

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static char[] decode(byte[] ba, int off, int len) {
    String csn = Charset.defaultCharset().name();
    try {
        // use charset name decode() variant which provides caching.
        return decode(csn, ba, off, len);
    } catch (UnsupportedEncodingException x) {
        warnUnsupportedCharset(csn);
    }
    try {
        return decode("ISO-8859-1", ba, off, len);
    } catch (UnsupportedEncodingException x) {
        // If this code is hit during VM initialization, MessageUtils is
        // the only way we will be able to get any kind of error message.
        MessageUtils.err("ISO-8859-1 charset not available: "
                         + x.toString());
        // If we can not find ISO-8859-1 (a required encoding) then things
        // are seriously wrong with the installation.
        System.exit(1);
        return null;
    }
}

因为通常java编译的时候的默认编码是UTF-8。那么如何保证转化为字符串还能够转换回来呢？

一种方法是使用ISO-8859-1。例如，

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byte[] a = new byte[]{(byte) 0xC0, (byte) 0xa8, (byte) 0x00, (byte) 0x01, (byte) 0x04, (byte) 0x38};
System.out.println(ByteBufUtil.hexDump(a));
String s = new String(a, Charset.forName("ISO-8859-1"));
System.out.println(ByteBufUtil.hexDump(s.getBytes(Charset.forName("ISO-8859-1"))));

结果是相等的。

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c0a800010438
c0a800010438

Go语言没有这个问题

Go语言则对这个问题解决的非常好。

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a := []byte{0xc0, 0xa8, 0x00, 0x01, 0x04, 0x38}
fmt.Println(a)
s := string(a)
b := []byte(s)
fmt.Println(b)

运行结果是相等的。

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[192 168 0 1 4 56]
[192 168 0 1 4 56]
]]> + + + + + + java + + golang + + + + + + + + + BitTorrent协议（六）之种子嗅探器 + + /zh-hans/2019/02/18/2019-2-18-bt-6/ + + Sniffer（嗅探器）

实现一个简单的BT种子嗅探器才算是有点实际价值的吧。这样就可以把种子的metadata信息缓存下来，提供按照文件名进行检索。

不过这里只是实现一个demo，有兴趣的话可以看看github上的dht项目。

基本原理

简单的说，就是把嗅探节点加入到其他节点的路由表中，等待其他节点发来的announce_peer请求，然后获取种子的metadata信息。

我们根据以下的代码具体说明。

  1. 89行代码，向路由节点发送find_node请求。这些路由节点。就是25行代码的3个地址。这样做的意义有两个，一方面，路由节点会把我们的节点加入到他们的路由表中。另一方面，路由节点会返回一个好节点列表。

  2. 252行代码，启动了6个线程。

线程说明
listener代码93行，监听所有接收到的udp数据，并把这些放入到队列recv_q
t_dispatch代码106行，从队列recv_q中取出数据，并进行bdecoding，根据消息类别分别放入对应的队列。一共有三种：应答，请求，错误。
t_hand_reply代码132行，从reply_q中取出数据，解码节点列表。每一个节点都插入到本地的路由表（这里不太好，最好先进行ping_node，确定是好节点再加入），并向其发送find_node消息
t_hand_query代码165行，从query_q中取出请求，分别对四种请求进行应答处理，分别是ping，find_node, get_peers, announce_peer。
t_hand_error错误消息的处理。
t_handle_metadata代码234行，从metadata_q中取出已经获取的种子的metadata，打印并把种子保存再字典表中。
  1. 代码165行，t_hand_query线程执行对请求进行处理。
  • ping: 返回本地节点id
  • find_node: 从本地路由表中查出与请求节点id最近的8个节点，并返回。（据说把本地id进行返回，有利于本地节点加入其他路由表）
  • get_peers: 这里进行了简单处理，仅仅返回空节点list。
  • announce_peer: 这个请求是有节点告诉我们有新的种子文件发布了，并告诉我们info_hash。然后我们拿着info_hash取进行获取metadata的操作。代码207行，开启一个独立的获取metadata的线程。如果获取到metadata，则放入metadata_q中。
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# -*- coding: utf-8 -*-
from __future__ import absolute_import
from __future__ import division
from __future__ import print_function

__author__ = 'ym'
"""
    Date        : '2019/2/3'
    Description :
    
"""

from ym.bt.routing_table import RoutingTable, BTNode
from ym.bt.util import id_generator, ip_me, decode_compact_node, encode_compact_node, format_size
from ym.bt.bencoding_bin import BEncode
from ym.bt.bdecoding import BDecode
from ym.bt.request_metadata import request_metadata_top
from queue import Queue
import socket
import threading
import logging

log = logging.getLogger()

NODES = [("router.bittorrent.com", 6881),
         ("router.utorrent.com", 6881),
         ("dht.transmissionbt.com", 6881)]

ID = id_generator()
SOURCE_IP = ip_me()
SOURCE_PORT = 6881
TIME_OUT = 1

INFO_HASH_METADATA_DIC = {}
RLOCK = threading.RLock()


def boot_step(sock: socket.socket, local_node: BTNode):
    # send find_node query to NODES
    try:
        dic = {"t": "aa", "y": "q", "q": "find_node",
               "a": {"id": local_node.id.hex(), "target": local_node.id.hex()}}
        data = BEncode(dic).encode_bin()

        for NODE in NODES:
            dst_ip, dst_port = NODE
            sock.sendto(data, (dst_ip, dst_port))
            print("boot_step|send|dst_ip={}|dst_port={}".format(dst_ip, dst_port))
    except Exception as e:
        log.exception(e)
        raise Exception("boot_step error")


def request_metadata_thread(peer_id: bytes, info_hash, ip, port, metadata_q: Queue):
    try:
        print("request_metadata_thread|info_hash={}|ip={}|port={}".format(info_hash, ip, port))
        metadata_dic = request_metadata_top(peer_id, info_hash, ip, port)
        if metadata_dic is not None:
            metadata_q.put((metadata_dic, info_hash, ip, port))
    except Exception as e:
        log.exception("request_metadata_thread error")
        raise Exception("request metadata error")


def main():
    sock = socket.socket(socket.AF_INET, socket.SOCK_DGRAM)
    sock.setblocking(True)
    sock.bind((SOURCE_IP, SOURCE_PORT))

    # recv queue
    recv_q = Queue(maxsize=0)
    # reply queue
    reply_q = Queue(maxsize=0)
    # query queue
    query_q = Queue(maxsize=0)
    # error queue
    error_q = Queue(maxsize=0)
    # request metadata
    metadata_q = Queue(maxsize=0)

    # declare routing table
    rt = RoutingTable()

    local_node = BTNode(id=ID, ip=SOURCE_IP, port=SOURCE_PORT)
    print("local_node={}".format(local_node))
    rt.insert(local_node)
    # 1. boot step
    print("boot start.")
    boot_step(sock, local_node)
    print("boot end.")

    # 2. listener
    def recv_listener(sock: socket.socket, recv_q: Queue):
        while True:
            try:
                data, addr = sock.recvfrom(2048)
                # print("recv_listener|recv|addr={}".format(addr))
                recv_q.put((data, addr))
            except Exception as e:
                print("recv_listener error")

    listener = threading.Thread(target=recv_listener, args=(sock, recv_q,))
    listener.daemon = True

    # 3. handle recv msg
    def dispatch_recv(recv_q: Queue, reply_q: Queue, query_q: Queue, error_q: Queue):
        while True:
            data, addr = recv_q.get()
            try:
                dic, i, n = BDecode(data).parse()
                # print("dispatch_recv|dic={}".format(dic))
                if dic.get("y") is not None:
                    v = dic['y']
                    if v == 'r':
                        # reply msg
                        reply_q.put((dic, addr))
                    elif v == 'q':
                        # query msg
                        query_q.put((dic, addr))
                    elif v == 'e':
                        # error msg
                        error_q.put((dic, addr))
                    else:
                        print("unknown type msg.")
            except Exception as e:
                log.exception('dispatch_recv error|data={}'.format(data))

    t_dispatch = threading.Thread(target=dispatch_recv, args=(recv_q, reply_q, query_q, error_q,))
    t_dispatch.daemon = True

    # 4. handle reply
    def handle_reply(sock: socket.socket, reply_q: Queue, rt: RoutingTable):
        while True:
            dic, addr = reply_q.get()
            try:
                r = dic['r']
                src_id = r['id']
                src_ip, src_port = addr
                src_node = BTNode(id=src_id, ip=src_ip, port=src_port)
                rt.insert(src_node)
                print("rt.size={}".format(rt.size()))
                # print("handle_reply|src_ip={}|src_port={}".format(src_ip, src_port))
                if r.get('nodes') is not None:
                    # ping every node and put good in rt.
                    nodes = decode_compact_node(r['nodes'])
                    dic = {"t": "aa", "y": "q", "q": "find_node",
                           "a": {"id": local_node.id.hex(), "target": local_node.id.hex()}}
                    data = BEncode(dic).encode_bin()
                    for node in nodes:
                        try:
                            dst_ip, dst_port, id = node
                            sock.sendto(data, (dst_ip, dst_port))
                        except Exception as e:
                            log.exception("send node error|node={}".format(node))
                elif r.get('peers') is not None:
                    # ping every peer and put good in rt.
                    print("handle_reply|peers")
            except Exception as e:
                log.exception("handle_reply error|dic={}".format(dic), e)

    t_hand_reply = threading.Thread(target=handle_reply, args=(sock, reply_q, rt,))
    t_hand_reply.daemon = True

    # 5. handle query
    def handle_query(sock: socket.socket, query_q: Queue):
        while True:
            dic, addr = query_q.get()
            dst_ip, dst_port = addr
            try:
                print("handle_query|addr={}|dic={}".format(addr, dic))
                if dic['q'] == 'ping':
                    # handle ping query
                    reply = {"t": dic['t'], "y": "r", "r": {"id": local_node.id.hex()}}
                    data = BEncode(reply).encode_bin()
                    sock.sendto(data, (dst_ip, dst_port))
                    # print("handle_query|ping|send_reply|dst_ip={}|dst_port={}|data={}".format(dst_ip, dst_port, data))
                elif dic['q'] == 'find_node':
                    # handle find_node query
                    nodes = rt.find_closer(bytes.fromhex(dic['a']['id']))
                    print("local_node.id={}".format(local_node.id.hex()))
                    print(nodes)
                    compact_node = encode_compact_node(nodes)
                    reply = {"t": dic['t'], "y": "r", "r": {"id": local_node.id.hex(), "nodes": compact_node}}
                    data = BEncode(reply).encode_bin()
                    sock.sendto(data, (dst_ip, dst_port))
                    print("handle_query|find_node|send_reply|dst_ip={}|dst_port={}|data={}".format(dst_ip, dst_port,
                                                                                                   data))
                elif dic['q'] == 'get_peers':
                    # handle get_peers query
                    reply = {"t": dic['t'], "y": "r",
                             "r": {"id": local_node.id.hex(), "token": "alenym".encode("utf8"), "nodes": b""}}
                    data = BEncode(reply).encode_bin()
                    sock.sendto(data, (dst_ip, dst_port))
                    print("handle_query|get_peers|send_reply|dst_ip={}|dst_port={}|data={}".format(dst_ip, dst_port,
                                                                                                   data))
                elif dic['q'] == 'announce_peer':
                    # handle announce_peer
                    print("handle_query|announce_peer|dic={}".format(dic))
                    info_hash = dic['a'].get('info_hash')
                    with RLOCK:
                        if info_hash is None or info_hash in INFO_HASH_METADATA_DIC:
                            continue

                    target_ip = dst_ip
                    target_port = dst_port

                    t_request_meta = threading.Thread(target=request_metadata_thread,
                                                      args=(
                                                          local_node.id, info_hash, target_ip, target_port, metadata_q))
                    t_request_meta.start()


                else:
                    print("handle_query|other|dic={}".format(dic))
            except Exception as e:
                log.exception("handle_query error|dic={}".format(dic))

    t_hand_query = threading.Thread(target=handle_query, args=(sock, query_q,))
    t_hand_query.daemon = True

    # 6. handle error
    def handle_error(error_q: Queue):
        while True:
            dic, addr = error_q.get()
            try:
                print("handle_error|addr={}|dic={}".format(addr, dic))
            except Exception as e:
                log.exception('handle_error error', e)

    t_hand_error = threading.Thread(target=handle_error, args=(error_q,))
    t_hand_error.daemon = True

    # 7. handle requested metadata
    def handle_metadata(metadata_q: Queue):
        while True:
            try:
                metadata_dic, info_hash, ip, port = metadata_q.get()
                format_s = "handle_metadata|info_hash={}|ip={}|port={}|name={}|size={}"
                file_name = metadata_dic['name']
                size = format_size(metadata_dic.get('length'))
                print(format_s.format(info_hash, ip, port, file_name, size))
                with RLOCK:
                    if info_hash not in INFO_HASH_METADATA_DIC:
                        INFO_HASH_METADATA_DIC[info_hash] = metadata_dic
            except Exception as e:
                log.exception("handle_metadata error")


    t_handle_metadata = threading.Thread(target=handle_metadata, args=(metadata_q,))
    t_handle_metadata.daemon = True

    listener.start()
    t_dispatch.start()
    t_hand_reply.start()
    t_hand_query.start()
    t_hand_error.start()
    t_handle_metadata.start()

    listener.join()
    t_dispatch.join()
    t_hand_reply.join()
    t_hand_query.join()
    t_hand_error.join()
    t_handle_metadata.join()


if __name__ == '__main__':
    main()

运行日志

我们在一台有公网ip的电脑上运行十几分钟，过滤日志，查看接收到的种子信息如下，

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root@ubuntu:~# cat log.txt | grep "handle_metadata"
handle_metadata|info_hash=5553330daa12bde6a2f71ab26f7b26688219f276|ip=69.80.12.126|port=11715|name=War for the Planet of the Apes 2017 1080p BluRay x264 DTS 5.1 MSubS-Hon3y|size=None
handle_metadata|info_hash=5556f3a9c605dd009f92fddb91848f565439e4f4|ip=59.169.228.207|port=62215|name=(C94) [くろすこスイッチ (くろすこ)] 冷泉さんといちゃいちゃする本 (ガールズ&パンツァー).zip|size=7.80M
handle_metadata|info_hash=555333edb2519c3aa93db4a150f6e021f5a138ff|ip=96.40.42.32|port=32796|name=Princess Go Round|size=None
handle_metadata|info_hash=572d4df79a7151d9466d371b960cfece91289bf4|ip=1.175.76.59|port=13283|name=(同人ゲーム) [181102][RJ237312][ピンポイント／キングピン] 妻が隠していたビデオ…～元カレ寝取らせ観察記～ DL版 (files).rar|size=1.08G
handle_metadata|info_hash=572edd8670066945538e4fe823294b45f2c2e3a3|ip=14.199.224.142|port=22979|name=0407raw021|size=None
handle_metadata|info_hash=574b27358fc1604e65babf32abe839267d36ba4b|ip=14.199.224.142|port=22979|name=o0Akrios0o@www.sexinsex.com@假裝租屋 事實上在陽台勾引住宅區人妻|size=None
handle_metadata|info_hash=54730eeeb5d74a58f49c6da72eb90be922556f0a|ip=219.98.7.166|port=18586|name=DSAM-29-DVD|size=None
handle_metadata|info_hash=57039c3ef3343c5b288c5ff219c66f837a88e808|ip=14.199.224.142|port=22979|name=tmem|size=None
handle_metadata|info_hash=5687578db92c7df4ae3ab7e33c895f04b1e27d37|ip=14.199.224.142|port=22979|name=GNE-148|size=None
handle_metadata|info_hash=57b832066b2103e29f3a4af256e25175da6dbdc2|ip=14.199.224.142|port=22979|name=[Thz.la]supa-154|size=None
handle_metadata|info_hash=56936a12cdb3a1a837c8faa206a2dea189dadf66|ip=14.199.224.142|port=22979|name=club-022_1.wmv|size=2.96G
handle_metadata|info_hash=570e89058161385b1d7dfadfcdc2d9f276ab829b|ip=14.199.224.142|port=22979|name=avidol.us-PTBI-026.wmv|size=2.71G
handle_metadata|info_hash=57c30a1ddecac71142208425c610837b961f4de6|ip=14.199.224.142|port=22979|name=[HD]sad-039.wmv|size=3.52G
handle_metadata|info_hash=56794273cf092e0b4f671885a16cf2dbe484f559|ip=14.199.224.142|port=22979|name=KRE-002.wmv|size=1.20G
handle_metadata|info_hash=5710c35d85a9a0ed8cadc10bdcd09db5bb0c46fd|ip=14.199.224.142|port=22979|name=0111-xv1088|size=None
handle_metadata|info_hash=561b55ec9a956f208f58b798d781bd5577a47b9e|ip=14.199.224.142|port=22979|name=52.R18-099|size=None
handle_metadata|info_hash=57c262437e7cf0ca5f24bff947757026f9cef9a8|ip=14.199.224.142|port=22979|name=DF-35976|size=None
handle_metadata|info_hash=565bedb7fc17d20f017a668e2931cb1d30b53556|ip=14.199.224.142|port=22979|name=judexkwok@片瀬まこ合集06|size=None
handle_metadata|info_hash=57e93ca1527cd35045f0ca75d0c96579dcf96d2a|ip=14.199.224.142|port=22979|name=SMDV-10-DVD|size=None
handle_metadata|info_hash=56747025a196cb78db9f94d8ca933677f57e54b0|ip=14.199.224.142|port=22979|name=HUNT-759.mp4|size=2.01G
handle_metadata|info_hash=56e45f76194dadb2c799c7f2c9b34bc2fff07cee|ip=14.199.224.142|port=22979|name=0510-sama538|size=None
handle_metadata|info_hash=57fae1a68ee9241a593c1623f64feb7927b40469|ip=14.199.224.142|port=22979|name=[thz.la]chunta-219|size=None
handle_metadata|info_hash=56b89964da08b923b20722b89ccfc6ae4928aca3|ip=14.199.224.142|port=22979|name=HUNT-665_2.mp4|size=1.60G
handle_metadata|info_hash=57528d8633ee8b823aea17e47def172082072dd5|ip=14.199.224.142|port=22979|name=HUNT|size=None
handle_metadata|info_hash=57b14ca4cf260763e170e515b1f235ae5dca487f|ip=14.199.224.142|port=22979|name=SAMA-477|size=None
handle_metadata|info_hash=57bc38a6f182dbd6be5b42371d645cc43cfa12e1|ip=14.199.224.142|port=22979|name=HUNT-710.mp4|size=1.82G
handle_metadata|info_hash=57f2b65672462ff81834a928cf8e9863687dc220|ip=14.199.224.142|port=22979|name=3208|size=None
...

有些种子文件为什么没有文件大小呢？例如size=None,

1
handle_metadata|info_hash=54730eeeb5d74a58f49c6da72eb90be922556f0a|ip=219.98.7.166|port=18586|name=DSAM-29-DVD|size=None

用info_hash过滤日志，可以看到metadata包含了一个files项，该项包含了多个文件。

1
2
root@ubuntu:~# cat log.txt | grep "54730eeeb5d74a58f49c6da72eb90be922556f0a"| grep "metadata_dic" 
request_metadata|info_hash=54730eeeb5d74a58f49c6da72eb90be922556f0a|metadata_dic={'files': [{'ed2k': b'\xc4"%lT\xa14s\xd86\xd7a\xb1:\x8bC', 'filehash': '788c531731917e92334c03423df5433b4d3d941d', 'length': 228076, 'path': ['C9~Fang Ping Bi Cheng Xu防屏蔽程序.rar'], 'path.utf-8': ['C9~Fang Ping Bi Cheng Xu防屏蔽程序.rar']}, {'ed2k': b'\xff,5\xb4W\x1b\xf1\xb0\x16\x13=\x0c\xc1\xc5\xb56', 'filehash': 'b760813c2b6690123eb174b5561ce6b4a0b6e000', 'length': 1966849, 'path': ['HOTAVXXX,Free Adult Movie, Fastest & Newest Porn Movie Site.jpg'], 'path.utf-8': ['HOTAVXXX,Free Adult Movie, Fastest & Newest Porn Movie Site.jpg']}, {'ed2k': b'\xfaggnH\xf8e}O\x97\x04\xbb\x86\x9e\x92\xf5', 'filehash': '9a8b43c663ecc46d3a29196cf527d8431fef842b', 'length': 180, 'path': ['HOTAVXXX~最新最快的AV影片每日更新.url'], 'path.utf-8': ['HOTAVXXX~最新最快的AV影片每日更新.url']}, {'ed2k': b'\xff,5\xb4W\x1b\xf1\xb0\x16\x13=\x0c\xc1\xc5\xb56', 'filehash': 'b760813c2b6690123eb174b5561ce6b4a0b6e000', 'length': 1966849, 'path': ['HOTAVXXX、自由な成人映画、最も速く&最新ポルノ映画サイト.jpg'], 'path.utf-8': ['HOTAVXXX、自由な成人映画、最も速く&最新ポルノ映画サイト.jpg']}, {'ed2k': b'$\x13\xfd\\\x8b\xa5\xee=\xc0\xfb\x88\xff~\x03/\x18', 'filehash': 'dddbfe3e917739e1da7afcdd8a78e1a6677b6648', 'length': 235, 'path': ['QQ愛真人視頻交友聊天室.url'], 'path.utf-8': ['QQ愛真人視頻交友聊天室.url']}, {'ed2k': b'/\xe2\xcf\x1b\xc06\xea[\xda\x93\xb9\xd0\\\xc1\x14\x98', 'filehash': '715c4e653db4bb74bb7e40073d55113f512299e9', 'length': 628211, 'path': ['SIS001全面封殺.jpg'], 'path.utf-8': ['SIS001全面封殺.jpg']}, {'ed2k': b'\xf3\x19\x893\x8b\r\xc4\r\x99|W)\xf4\xce\x00J', 'filehash': 'c4eadc74cdbf36df8a66710f62932a60b1a0949a', 'length': 267, 'path': ['[城風 - C9]~成人精品長篇區 最新http一手資源.url'], 'path.utf-8': ['[城風 - C9]~成人精品長篇區 最新http一手資源.url']}, {'ed2k': b'r\xbab\x10i\xc4\x10<f$\x10+p\x84\xd2Z', 'filehash': 'c6a1cb245511e4013c7510220ce3a6d912f8290f', 'length': 217, 'path': ['dioguitar23(第六天魔王)@草榴社區.url'], 'path.utf-8': ['dioguitar23(第六天魔王)@草榴社區.url']}, {'ed2k': b'\xe4z.\xa4\xfa\x88h\xfe\x07\xedy\xc3\x13D\xe8\x7f', 'filehash': 'dddd22e1c4027a8e5c6cec98a4ef3dd29b951682', 'length': 229, 'path': ['dioguitar23@ HD1080.org.url'], 'path.utf-8': ['dioguitar23@ HD1080.org.url']}, {'ed2k': b'\xf9\xee!X\xb3\x9d\xd9\x104\xc52\xc4\x872&a', 'filehash': '7191792635319be376c5ff3edd251e7bda81d069', 'length': 267, 'path': ['dioguitar23@AV 天空.url'], 'path.utf-8': ['dioguitar23@AV 天空.url']}, {'ed2k': b'\xba\x18f&*y&\xf5H\xe8\x1f;8x\x1eA', 'filehash': 'd774c64c18ec44e607ba6825675e841332a0d4f4', 'length': 188, 'path': ['dioguitar23@D.C.資訊交流網.url'], 'path.utf-8': ['dioguitar23@D.C.資訊交流網.url']}, {'ed2k': b'\x91\x97\x15O\rxh\x7fa\xbf^\xbf \x187K', 'filehash': 'f06835576489512e2c4a3ff58a5c4a2fed3131a3', 'length': 174, 'path': ['dioguitar23@KTzone.url'], 'path.utf-8': ['dioguitar23@KTzone.url']}, {'ed2k': b"\xf7\xf1\x9c\xa0+\x15\xc5_\xdb2u'\x81\xcb\xefU", 'filehash': '25a54a9fdab494a60fdbd206089ee75c08913f24', 'length': 235, 'path': ['dioguitar23@SexInSex! Board.url'], 'path.utf-8': ['dioguitar23@SexInSex! Board.url']}, {'ed2k': b'\x10k\x08\xafU\xcb\x05\x8b\x0f\xf9\xaf\xcb\r\xdd\xf3\xc4', 'filehash': 'a9bb602e06bb33483a1960db95bc65b535831c5d', 'length': 1086, 'path': ['dioguitar23@公仔箱論壇.url'], 'path.utf-8': ['dioguitar23@公仔箱論壇.url']}, {'ed2k': b'6-*X\x12\xf3f\xbe\xd8q\x15\xbe\x91[\xee4', 'filehash': 'd19dd08e932c7db940491e5ac259c6ad0ff225c3', 'length': 188, 'path': ['dioguitar23@痴漢俱樂部.url'], 'path.utf-8': ['dioguitar23@痴漢俱樂部.url']}, {'ed2k': b'\x89\xe1CN\xef\xd1\x83\xc2\x8c?,|;\xdb\t\x10', 'filehash': '47255a6ce6a43dc9af1de780fcffd210de793bfd', 'length': 190, 'path': ['dioguitar23@香港廣場.url'], 'path.utf-8': ['dioguitar23@香港廣場.url']}, {'ed2k': b'\xaaJh&\x1f\x88\x93\xda\x9bL\xca\xd9\x9c+V\xa9', 'filehash': '168c3faa1f01a31b31c8d5a1bb7e699333e0bfe4', 'length': 226, 'path': ['dioguitar23_Plus28 討論區.url'], 'path.utf-8': ['dioguitar23_Plus28 討論區.url']}, {'ed2k': b"\x04k`{\x0b'\xee\x80\xb4\x8e\x91=\xa92\xaf\x95", 'filehash': 'c7181e934379905222bf363317d8ae8ddfb12eb4', 'length': 220, 'path': ['dioguitar23_Touch99.url'], 'path.utf-8': ['dioguitar23_Touch99.url']}, {'ed2k': b'\xaf\xbe+\xd5\xde\x96\xdc\xe0\xa8a\x18\x87b\x8d\xf6\x0c', 'filehash': 'a92caa360c647d14ae05655c6e43e9f28d7edcf5', 'length': 208, 'path': ['dioguitar23_WK綜合論壇.url'], 'path.utf-8': ['dioguitar23_WK綜合論壇.url']}, {'ed2k': b'\x05>\x9b.\nS\xb2\x9c&L\xbc5H\x82\xcc\xcb', 'filehash': '6fa079db3cafb196163e9a6b126f60a5d4aa85b1', 'length': 156, 'path': ['dioguitar23_mimip2p.url'], 'path.utf-8': ['dioguitar23_mimip2p.url']}, {'ed2k': b'\xc3|\x1fKA\xb7\xdd\xb9\x87\xd3}\x04\x8f}\xb3m', 'filehash': '1a709fb06ff75ced80995ab8fcdefa69744d7aa0', 'length': 229, 'path': ['dioguitar23_※=色界论坛=※ (开放注册） 色界论坛.url'], 'path.utf-8': ['dioguitar23_※=色界论坛=※ (开放注册） 色界论坛.url']}, {'ed2k': b'>\x13\x98U3q\xf6u\xe6\x06\xc4\xa4\x91\xb24\xc5', 'filehash': '350cdfa69ce763f8c2fad85e1f0f4323c3fb5dfa', 'length': 208, 'path': ['dioguitar23_九九情色帝国.url'], 'path.utf-8': ['dioguitar23_九九情色帝国.url']}, {'ed2k': b'E\x0c\x8a\xed5{\x00\xe6\xdb\xfc\x9b\xb1|U%\xf5', 'filehash': '384d925cb1da6605d49014622ed9f0b455efe343', 'length': 261, 'path': ['dioguitar23_性吧春暖花开,春暖花开性吧有你.url'], 'path.utf-8': ['dioguitar23_性吧春暖花开,春暖花开性吧有你.url']}, {'ed2k': b'\xefE\xbe\xc2\xcf(\xf5\xe3\x18\x04\xdan\x8f\x08j\xcf', 'filehash': '2509953b0831793667a904ee08229da3114835cf', 'length': 214, 'path': ['dioguitar23_找樂子論壇.url'], 'path.utf-8': ['dioguitar23_找樂子論壇.url']}, {'ed2k': b"QuDc'zc]\xcb\xeb\xc0\x86-\xfe\xa5\xf4", 'filehash': '2e92574d6c46add45048b08aa15b4eae132c2cc1', 'length': 235, 'path': ['dioguitar23_無限討論區.url'], 'path.utf-8': ['dioguitar23_無限討論區.url']}, {'ed2k': b'tf\xe0\xda\x8c&\x96A\x9d\x9e~P\xe9\xd6\x83\xdb', 'filehash': '6b2a83a72df99bd7f2a197cb6fd423a41e061b70', 'length': 138, 'path': ['hav.tv-新幹線ONLINE~慶祝開站包月對折優惠~免費影片天看到爽!!.url'], 'path.utf-8': ['hav.tv-新幹線ONLINE~慶祝開站包月對折優惠~免費影片天看到爽!!.url']}, {'ed2k': b'\'\xf0\x08\xf1 {\xa9"\x13//(\xc7o\x9d`', 'filehash': '226f0d140af4689833613f0f21a95608fff324ef', 'length': 4324384768, 'path': ['hotavxxx.com_DSAM-29.ISO'], 'path.utf-8': ['hotavxxx.com_DSAM-29.ISO']}, {'ed2k': b'\x92]\xef\x0b\xa5\xee\xff\xd9\xb9\xd2\xd2\xc2J\x9e\x1a\xdc', 'filehash': 'eb8316fc354049e3bc1fb251bf6928dc55ed157a', 'length': 131523, 'path': ['hotavxxx.com_DSAM-29.jpg'], 'path.utf-8': ['hotavxxx.com_DSAM-29.jpg']}, {'ed2k': b'0\xaf\xc8Q\xc9\xa3\xfb\xacn\xf4\xde\xc1\r\x9c\xda\xbd', 'filehash': 'aa6975d6341d2a079661c066eb5244ee0fd1aaff', 'length': 2254263, 'path': ['hotavxxx.com_DSAM-29A.jpg'], 'path.utf-8': ['hotavxxx.com_DSAM-29A.jpg']}, {'ed2k': b'\xa1\xaf\x1b\xd7\x84\xd2g\x87\x99>\x82\xec\x94j\xb1U', 'filehash': '7254c5e02a0119f38e9c0e7576a1d8ac04b59f67', 'length': 214, 'path': ['❤dioguitar23❤18P2P-2013年04月2日 18p2p開放註冊3天.url'], 'path.utf-8': ['❤dioguitar23❤18P2P-2013年04月2日 18p2p開放註冊3天.url']}, {'ed2k': b'\xe0\x82]\xe7\xe2\xc3\xe0\x9bn\x81\x1d\xa4\x0fr\x9f+', 'filehash': 'cad3021392437e48d35faa57861e8ce0a89a6a0d', 'length': 233, 'path': ['アジア表動画公開板 [城風 - C9].url'], 'path.utf-8': ['アジア表動画公開板 [城風 - C9].url']}, {'ed2k': b'\x9a\xdeh5D\x1e}5`FeM\xf3\xcf\x1dt', 'filehash': '37402d4e9e9fedb26ff5c833fbc399fb5462a4af', 'length': 168, 'path': ['京色屋~即日起大降價.一片只要30元起.藍光片只要150元.url'], 'path.utf-8': ['京色屋~即日起大降價.一片只要30元起.藍光片只要150元.url']}, {'ed2k': b'W\x9a\xf4E\x1d\xb0b(\x05_v\x00\xef\xe5\xe4\xe6', 'filehash': '6d6df82810c4aa00152c3912d28bc13b6589a780', 'length': 223, 'path': ['堂本屋 TW DMM~即日起大降價.一片只要30元起.藍光片只要150元.url'], 'path.utf-8': ['堂本屋 TW DMM~即日起大降價.一片只要30元起.藍光片只要150元.url']}, {'ed2k': b'\x83\x05t=\xda\x85\x84\xbc\x1c\xb3J\xac\x04\x94\xfea', 'filehash': '52dcc77f3f2aad3ffd1cf4af73157deb1aeb8f4c', 'length': 2994, 'path': ['更多精彩.rar'], 'path.utf-8': ['更多精彩.rar']}, {'ed2k': b'<\xf8Y\xfd\x08\x99.\xc5\xec\x0e\x03V\r\xb4%\x06', 'filehash': 'ab91ce91df44509574450c875435f3c2a7bf18cf', 'length': 226, 'path': ['金花娱乐城-澳门网上真人赌博，90后性感荷官24小时在线存提款（5分钟到账）.url'], 'path.utf-8': ['金花娱乐城-澳门网上真人赌博，90后性感荷官24小时在线存提款（5分钟到账）.url']}, {'ed2k': b'\xfc*"\xad\xdbva\xdf\xbf\x92\x0e\x83.\x08/\x84', 'filehash': 'b60f8d54f1756a04753905be9a9dc7982f33ad14', 'length': 235, 'path': ['魔王の家-情慾視界~最新最快的成人資訊平台 魔王の家,http--bbs.hotavxxx.com.url'], 'path.utf-8': ['魔王の家-情慾視界~最新最快的成人資訊平台 魔王の家,http--bbs.hotavxxx.com.url']}], 'name': 'DSAM-29-DVD', 'name.utf-8': 'DSAM-29-DVD', 'piece length': 1048576, 'pieces': ['557c428f62f38fe8ac8d11411bc9796abb28254d', '53effb4976edd7d32c9be7a0315bfd40ff93875e', 'c38ea041059367193bc3e9cc6fac40f67cfb377f', '63d640ba1942f834e4ec0340f84d8c0703a1f992', '8b783f6a2dc8ec649ad78acc8c49f892a8bf7663', '961a8f0b0cdfe010c979061082982c3548173948', '57dd2532983cf4d30bd442281d007ce0189b6eac', 'd858de50e2a5d5dd60945ac687baa159697d88cd', 'f7a262965c87d1c4d3cc10660176c4d063d16807', '43f7e4f982c4a47d94757071e8b280798d5fbfa9', ...
]]> + + + + + + bitTorrent + + protocol + + p2p + + + + + + + + + BitTorrent协议（五）之下载文件 + + /zh-hans/2019/01/25/2019-1-25-bt-5/ + + 单节点下载小文件

从多个peer进行下载的算法显然是复杂的，更不用说下载一个很大的文件。这里只是简单验证一下，从单个peer下载文件。

还是利用uTorrent软件来进行验证。

可以用之前介绍的方法来下载metadata。 获取到的info信息如下，

{'length': 1799542, 'name': 'show.gif', 'piece length': 16384, 'pieces': ['32bd6b1b19914363f3c4d6ac4aca3f8acc1fc9be', '189f81db5c5c12f21483fb24ee709ff6c08a0517', 'a3133d83aabfa6793418d3cb325012b0d4bfae46', '0e3d60244fabc21b723b8cd88f5f987d87743e89', '132157b55b0c5b7ee9a20243846eb3f1c5ac80dc', '92c37804b00d5430c67747ec5fee0868445ecd69', '5f1bb90f1ae670f7cbc3daa49d219d7d1b45acbf', '0fb09e567a1370f7903f55dff250503482de8b3e', '6dd7073806b41b4ed27d45f8dbccc0a0c10be50d', '1fcaa683cb850fce41395576c798a61e6cf905b5', 'b61629bf5a6bf0e40e67e1cbdf91bb739a02d518', 'f63a3fa985c3debb543bbcf75adeda9ab67ac9c9', 'e90e01fb4ceb645ee449ae0956cfb9308beeccb5', 'cbfa039f843f7243fb2074e465741eda474e3977', '943840bcfff18968113222d932298f813e5cc179', 'c209625e0ddf0facb53b30f4480537deadae6793', 'f71e53fb153ad59e73eeb527bb72156e747f9275', 'c5beef4d546249e731f67307904cfc78c74f1bca', '565f7f1f15a0eb25c53ca93dfb064806788b48ec', '8fef5d00ba48a62546dd2a17e8710a0cc8d2d1f9', 'f668e1c8053cc48660106013fb2b6f985e96ae2f', 'c6f2b38f8ec06b52988b2a440bdc1e113db1bf56', 'd9b628b10d349deb67e318969697311c8108c111', 'b822aecd7d71a4182e47c7c33ed507b7ba98a9ff', '8b43bb5a107942f21af0dfe93551c24ec7ed01e7', 'fbed560ff746b870aa9a341fdeeb3b2a84437b1d', '34026cdef61fe05668cb1ae45f8ca46a47539993', '1d68c176d5a8c019840d9013652c03d7118335c1', '5476b766cab277119970254a595fd69029553d09', 'f01dcc57eaf647ff9a7884e0c2ce6ce616a50e7d', '54972dab56f5e7df31dce81d44354a39c2952da7', '858184b28005ea4f11cae7b280cf964bd63c5036', 'cdc80e8a3fbd0d258dd2557aea6fdf0b778a9740', '126862f9026fae3348f19d7d285658713f545d52', '2cbd85f935a8a14de068e8284a449f3ab3345db9', 'f37dadec918d6a4295fb3ced2e5e3c06680dc138', 'b69389c850cf159cbbc50b67cce7304e48cd2fc8', '520922981a1f4752742c6b680956ea62ce98f008', '8e28d442dd20d82a88f9a17983fa2f7e704c958d', '1e3363ae14e1c0e03060a99a4f18163b1ffb07c5', 'f3237eeb35b900c3b6c7aa7e3ad33096d1717cb1', 'f287d5e00c33e65fc5c73fd0e152dfcc4c75b643', '8499d07f2fdaeebaab73c008725de0f8c7f3156f', '8e3936cf42625dfc4dd71a5128aedd051581a933', 'fe9db13341c3f7378c0cc0fe69895bd1a1635546', '86a383614a32021187439e662a0d9981d3266dac', 'e8fe2fbd7bc75f212188f30129ff2b5fbc326fc8', 'c535c7d03b83d0cee8b56c380d839de86450259d', '09317f2958a7ce16af570417dc2f4ff56b74739a', '597198e18e4fd6df0598e55ad6ac41ddd9fbfe4c', '9289b6999a360314dc5c4b5a09aec9b20aec1f13', '6611f3a373aeecfd23bbce43f3993e8b770ba550', '81fb04659a20bb00edba72c456f8ef7809dc87f3', '59496e456e24d27871fcb8127934df33925888af', '308db6c4eff529d1caa2e436cb53ad5f0ff3ed19', 'f0bb16a3f35928b6c3fcbd45227e732211e422bb', 'e0bd3d3533f9ef6051bcfe4617b45920fd42a11b', '79909209aa840c77043a2d9b2dddad042924b57e', '899e90841a27a0c2cf691e3319ddfd6b139dd28f', 'ff46286f5f16cfbc9d2d5d4d9574d842adf88d12', '5968efcadb0fa8b62702918e2bc6d109169b1688', '2a1bb615d4cb43d08f1703b6dd55b6f036843b7e', 'bc04aacea03fa3f3457a182c64c2893eed7abde3', 'ba462044856ba2355ab59f0f92a6261908495508', '58c5593a3f627c45fe995a5ad7c3abbdcd4558cb', '4d44dfa3e97ce4f5ef510f11edc8e7fdeadc0127', '76156e683a8d78dc84c9dc77b8b3295bf65ade85', '0fedc3f5cc217b1195361eb24348e3da869ee9c8', 'd135bb807f863e4341ec5dfc3ce089e3ccb90423', '9079bbc75010af82d5f820087a3d0bca68ba7335', 'f26d6acd59053b7e5c058e7e663a5aafdf08cbcd', '3a528b4e824b7e4d94eb1771d25aab1333ee4f6c', 'a378b13c679091b4f6df535e274b489a1921487a', '486a7b84e2d2826faf33fede673557abf13d4858', 'a707ce9e469a5f09bf9b20a51d36510971a8c902', 'fbf2945c8eb174e81d354ac0a217707e27d80df1', '805fbf2e06bb2780c853a5d7cb760a09bbfede41', '8077a90826ce293c28af8ec03bb9fe2bc968a87e', 'db5b68bc3ad6e1c7d9cadc0ef5336dac91ea7802', '17db99964e9e6170c12a903fddf74614f765ac63', '36a25d99fd2026aee1e93dffdab081325f6d82be', '4941159f05a9c1b5316aaebe483b68ed2b3d9bf6', '2783da31f7043a29011507c817c4469b03a7047f', '1beaf2d802cc747acf82633d6d35498e1ef1c0f2', 'd9484d93128be7f62537f24609080dbf48fc15a1', 'a3d4b391af6a4787cc2581894a9ba952a04c06af', 'f09c619843ee7bf6898fdcce47dd89c329f113b3', '9451d16f558cfeb8a65e92a74bcd627764d3b395', '2d3ac710b84c7465044994de9c07437e629ff9aa', 'a7d6d56ef412462c1f0eef2a403bf2cba615710a', '2b0804a61db331444c40c6d9817476c25438c702', '2af9e4587ee984bfa68c2e832b61d060df812d9c', 'ac75705e3f02f67e319833309af23db3aeb6e9b1', '002a18cb7b1836c01842c80107bce23f8899d046', '2d532adec4d0de4582463c8028d7b7b1797e2ad6', '4818335666c0fb4abf758fed7770f924766c08b0', '753a675a197b8b7d3d8e579172aef2f5b5987ba5', '69d335d9126f56b229304326e1bba38f48667b77', 'e57eb75086c332598025be0c424124b48f944790', '7227355ee48815247ab824d580f0d8be6722ccc8', '25872f29012b912e415165e3e04cb846cbfd5373', '2c9aea7e3dd67d8f28551fd7c3a1ea31bbe1fa5d', '64e09ec0c09b7b4c8743e1ee7899d494d9c19a99', '252b538782968f65284bf2f5cfe6a804cc877567', 'f9e9a038358f557b9780efd2899d9f9557912821', '27a6c6a7bcb3f7d53c04427f9f5bdd6c20eb78bb', '79e21154bb06d1a91da161cc75e4f75dd7df3d93', '10a8ea942ea2ce344c8b052d6a98f76825a0e13e', 'cce77357aaad177352a19d4f91ec0a35058e2e33', '48f41629e57f84ae7637b11b396c78d318f7e84d']}

这个文件的大小为1799542字节，每个片的长度是16384字节，一共110片。

通过简单计算可以知道，最后一片的长度只有13686。所以发request的消息的时候，要注意。

因为只有一个peer，简单的循环就够了。

实现的代码

代码中充斥了全局变量。

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__author__ = 'ym'
"""
    Date        : '2019/1/22'
    Description :
    
"""
from ym.bt.peer_protocol import pack_handshake, unpack_handshake, sendall, recv, pack_extend, sha1
from ym.bt.parse_torrent import BDecode
from ym.bt.udp_announce import ip_me
import socket
import struct
import logging
from bitstring import BitArray

log = logging.getLogger()


def download(bit_field, file_data):
    try:
        info_hash = 'c99c3b7a5ba31a8966e6c9a40bc4f83887a107e5'
        ip, port = ip_me(), 40959
        sock = socket.socket(socket.AF_INET, socket.SOCK_STREAM)
        sock.settimeout(1)
        sock.connect((ip, port))

        handshake = pack_handshake(info_hash)
        rt = sendall(sock, handshake)
        if rt is None:
            raise Exception("end")
        print("sent={}, data={}".format(rt, handshake))
        data = recv(sock, 68)

        tup = unpack_handshake(data)
        if tup is None:
            raise Exception("end")
        print(tup)

        UT_METADATA_ID = 1
        dic = {'m': {'ut_metadata': UT_METADATA_ID}}
        ext_handshake = pack_extend(dic, id=20, ext_id=0)  # 扩展协议的握手消息
        sock.sendall(ext_handshake)
        print("sent|ext_handshake={}".format(ext_handshake))

        while True:
            data = recv(sock, 4)
            if data is None:
                raise Exception("end")
            num, = struct.unpack(">i", data)

            if num == 0:
                continue

            tmp = recv(sock, 1)

            if tmp is None:
                raise Exception("end")
            id, = struct.unpack(">B", tmp)
            # print("id={}".format(id))
            tmp = recv(sock, int(num) - 1)
            # print("recv={}".format(tmp))
            if id == 5:
                # bitfield
                if bit_field is None:
                    bit_field = BitArray(tmp)
                    file_data = [None] * 110  # pieces num
                print(bit_field.bin)

                # interested
                send_interested(sock)
            elif id == 4:
                # have
                index, = struct.unpack(">i", tmp)
                # print("index={}".format(index))
                if bit_field.bin[index] == '0':
                    bit_field.set('1', index)
                    # print(bitfield.bin)

            elif id == 1:
                # unchoke
                print("unchoke")
                send_request(bit_field, file_data, sock)
            elif id == 7:
                # piece
                print("piece")
                index, begin = struct.unpack(">i i", tmp[0:8])
                print("index={}, begin={}".format(index, begin))
                print(len(tmp[8:]))
                file_data[index] = tmp[8:]
                if index == 109:
                    print("completed.")
                    return bit_field, file_data

                send_request(bit_field, file_data, sock)

            elif id == 20:
                #
                ext_id, = struct.unpack(">B", tmp[0:1])
                if ext_id == 0:
                    # 扩展握手消息
                    dic, i, n = BDecode(tmp[1:]).parse()
                    print(dic)
                else:
                    pass
            else:
                pass

    except Exception as e:
        log.exception(e)

    return (bit_field, file_data)


def send_interested(sock):
    data = struct.pack(">i B", 1, 2)
    rt = sendall(sock, data)
    if rt is None:
        raise Exception("end")
    print("interested={}".format(data))


def send_request(bit_field, file_data, sock):
    index = find_one(bit_field.bin, file_data)
    if index is None:
        raise Exception("end")
    print("request piece={}".format(index))
    data = pack_request(index)
    if index == 109:
        data = pack_request(index, begin=0, length=13686)
    rt = sendall(sock, data)
    if rt is None:
        raise Exception("end")
    print("sent={}".format(data))


def find_one(bit_array: str, file_data: list):
    i = 0
    while i < len(file_data):
        if file_data[i] is None and bit_array[i] == '1':
            break
        i += 1

    if i == len(file_data):
        return None
    else:
        return i


def pack_request(index, begin=0, length=16384):
    return struct.pack(">i B i i i", 13, 6, index, begin, length)


def not_finish(file_data):
    if file_data is None:
        return True

    for item in file_data:
        if item is None:
            return True

    return False


def main():
    bit_field = None
    file_data = None
    while not_finish(file_data):
        bit_field, file_data = download(bit_field, file_data)

    print(bit_field)
    output = '/Users/ym/tmp/copy.gif'
    expected = {'length': 1799542, 'name': 'show.gif', 'piece length': 16384,
                'pieces': ['32bd6b1b19914363f3c4d6ac4aca3f8acc1fc9be', '189f81db5c5c12f21483fb24ee709ff6c08a0517',
                           'a3133d83aabfa6793418d3cb325012b0d4bfae46', '0e3d60244fabc21b723b8cd88f5f987d87743e89',
                           '132157b55b0c5b7ee9a20243846eb3f1c5ac80dc', '92c37804b00d5430c67747ec5fee0868445ecd69',
                           '5f1bb90f1ae670f7cbc3daa49d219d7d1b45acbf', '0fb09e567a1370f7903f55dff250503482de8b3e',
                           '6dd7073806b41b4ed27d45f8dbccc0a0c10be50d', '1fcaa683cb850fce41395576c798a61e6cf905b5',
                           'b61629bf5a6bf0e40e67e1cbdf91bb739a02d518', 'f63a3fa985c3debb543bbcf75adeda9ab67ac9c9',
                           'e90e01fb4ceb645ee449ae0956cfb9308beeccb5', 'cbfa039f843f7243fb2074e465741eda474e3977',
                           '943840bcfff18968113222d932298f813e5cc179', 'c209625e0ddf0facb53b30f4480537deadae6793',
                           'f71e53fb153ad59e73eeb527bb72156e747f9275', 'c5beef4d546249e731f67307904cfc78c74f1bca',
                           '565f7f1f15a0eb25c53ca93dfb064806788b48ec', '8fef5d00ba48a62546dd2a17e8710a0cc8d2d1f9',
                           'f668e1c8053cc48660106013fb2b6f985e96ae2f', 'c6f2b38f8ec06b52988b2a440bdc1e113db1bf56',
                           'd9b628b10d349deb67e318969697311c8108c111', 'b822aecd7d71a4182e47c7c33ed507b7ba98a9ff',
                           '8b43bb5a107942f21af0dfe93551c24ec7ed01e7', 'fbed560ff746b870aa9a341fdeeb3b2a84437b1d',
                           '34026cdef61fe05668cb1ae45f8ca46a47539993', '1d68c176d5a8c019840d9013652c03d7118335c1',
                           '5476b766cab277119970254a595fd69029553d09', 'f01dcc57eaf647ff9a7884e0c2ce6ce616a50e7d',
                           '54972dab56f5e7df31dce81d44354a39c2952da7', '858184b28005ea4f11cae7b280cf964bd63c5036',
                           'cdc80e8a3fbd0d258dd2557aea6fdf0b778a9740', '126862f9026fae3348f19d7d285658713f545d52',
                           '2cbd85f935a8a14de068e8284a449f3ab3345db9', 'f37dadec918d6a4295fb3ced2e5e3c06680dc138',
                           'b69389c850cf159cbbc50b67cce7304e48cd2fc8', '520922981a1f4752742c6b680956ea62ce98f008',
                           '8e28d442dd20d82a88f9a17983fa2f7e704c958d', '1e3363ae14e1c0e03060a99a4f18163b1ffb07c5',
                           'f3237eeb35b900c3b6c7aa7e3ad33096d1717cb1', 'f287d5e00c33e65fc5c73fd0e152dfcc4c75b643',
                           '8499d07f2fdaeebaab73c008725de0f8c7f3156f', '8e3936cf42625dfc4dd71a5128aedd051581a933',
                           'fe9db13341c3f7378c0cc0fe69895bd1a1635546', '86a383614a32021187439e662a0d9981d3266dac',
                           'e8fe2fbd7bc75f212188f30129ff2b5fbc326fc8', 'c535c7d03b83d0cee8b56c380d839de86450259d',
                           '09317f2958a7ce16af570417dc2f4ff56b74739a', '597198e18e4fd6df0598e55ad6ac41ddd9fbfe4c',
                           '9289b6999a360314dc5c4b5a09aec9b20aec1f13', '6611f3a373aeecfd23bbce43f3993e8b770ba550',
                           '81fb04659a20bb00edba72c456f8ef7809dc87f3', '59496e456e24d27871fcb8127934df33925888af',
                           '308db6c4eff529d1caa2e436cb53ad5f0ff3ed19', 'f0bb16a3f35928b6c3fcbd45227e732211e422bb',
                           'e0bd3d3533f9ef6051bcfe4617b45920fd42a11b', '79909209aa840c77043a2d9b2dddad042924b57e',
                           '899e90841a27a0c2cf691e3319ddfd6b139dd28f', 'ff46286f5f16cfbc9d2d5d4d9574d842adf88d12',
                           '5968efcadb0fa8b62702918e2bc6d109169b1688', '2a1bb615d4cb43d08f1703b6dd55b6f036843b7e',
                           'bc04aacea03fa3f3457a182c64c2893eed7abde3', 'ba462044856ba2355ab59f0f92a6261908495508',
                           '58c5593a3f627c45fe995a5ad7c3abbdcd4558cb', '4d44dfa3e97ce4f5ef510f11edc8e7fdeadc0127',
                           '76156e683a8d78dc84c9dc77b8b3295bf65ade85', '0fedc3f5cc217b1195361eb24348e3da869ee9c8',
                           'd135bb807f863e4341ec5dfc3ce089e3ccb90423', '9079bbc75010af82d5f820087a3d0bca68ba7335',
                           'f26d6acd59053b7e5c058e7e663a5aafdf08cbcd', '3a528b4e824b7e4d94eb1771d25aab1333ee4f6c',
                           'a378b13c679091b4f6df535e274b489a1921487a', '486a7b84e2d2826faf33fede673557abf13d4858',
                           'a707ce9e469a5f09bf9b20a51d36510971a8c902', 'fbf2945c8eb174e81d354ac0a217707e27d80df1',
                           '805fbf2e06bb2780c853a5d7cb760a09bbfede41', '8077a90826ce293c28af8ec03bb9fe2bc968a87e',
                           'db5b68bc3ad6e1c7d9cadc0ef5336dac91ea7802', '17db99964e9e6170c12a903fddf74614f765ac63',
                           '36a25d99fd2026aee1e93dffdab081325f6d82be', '4941159f05a9c1b5316aaebe483b68ed2b3d9bf6',
                           '2783da31f7043a29011507c817c4469b03a7047f', '1beaf2d802cc747acf82633d6d35498e1ef1c0f2',
                           'd9484d93128be7f62537f24609080dbf48fc15a1', 'a3d4b391af6a4787cc2581894a9ba952a04c06af',
                           'f09c619843ee7bf6898fdcce47dd89c329f113b3', '9451d16f558cfeb8a65e92a74bcd627764d3b395',
                           '2d3ac710b84c7465044994de9c07437e629ff9aa', 'a7d6d56ef412462c1f0eef2a403bf2cba615710a',
                           '2b0804a61db331444c40c6d9817476c25438c702', '2af9e4587ee984bfa68c2e832b61d060df812d9c',
                           'ac75705e3f02f67e319833309af23db3aeb6e9b1', '002a18cb7b1836c01842c80107bce23f8899d046',
                           '2d532adec4d0de4582463c8028d7b7b1797e2ad6', '4818335666c0fb4abf758fed7770f924766c08b0',
                           '753a675a197b8b7d3d8e579172aef2f5b5987ba5', '69d335d9126f56b229304326e1bba38f48667b77',
                           'e57eb75086c332598025be0c424124b48f944790', '7227355ee48815247ab824d580f0d8be6722ccc8',
                           '25872f29012b912e415165e3e04cb846cbfd5373', '2c9aea7e3dd67d8f28551fd7c3a1ea31bbe1fa5d',
                           '64e09ec0c09b7b4c8743e1ee7899d494d9c19a99', '252b538782968f65284bf2f5cfe6a804cc877567',
                           'f9e9a038358f557b9780efd2899d9f9557912821', '27a6c6a7bcb3f7d53c04427f9f5bdd6c20eb78bb',
                           '79e21154bb06d1a91da161cc75e4f75dd7df3d93', '10a8ea942ea2ce344c8b052d6a98f76825a0e13e',
                           'cce77357aaad177352a19d4f91ec0a35058e2e33', '48f41629e57f84ae7637b11b396c78d318f7e84d']}

    with open(output, "wb+") as f:
        for i in range(len(file_data)):
            file_datum = file_data[i]
            if sha1(file_datum) != expected['pieces'][i]:
                raise Exception("error hash")
            f.write(file_datum)
    print("download ok.")


if __name__ == '__main__':
    main()


运行日志

以下是运行日志。

/usr/local/bin/python3.7 /Users/ym/charm/pytest/ym/bt/bt_download_data.pysent=ok, data=b'\x13BitTorrent protocol\x00\x00\x00\x00\x00\x10\x00\x01\xc9\x9c;z[\xa3\x1a\x89f\xe6\xc9\xa4\x0b\xc4\xf88\x87\xa1\x07\xe5ym111111111111111111'Handshake(fixed_num=19, bt_head=b'BitTorrent protocol', reserved=b'\x00\x00\x00\x00\x00\x10\x00\x05', info_hash=b'\xc9\x9c;z[\xa3\x1a\x89f\xe6\xc9\xa4\x0b\xc4\xf88\x87\xa1\x07\xe5', peer_id=b'-UM1870-\x14\xab,SS\x82\x1d\x9crh\xc8d')sent|ext_handshake=b'\x00\x00\x00\x1a\x14\x00d1:md11:ut_metadatai1eee'{'e': 0, 'ipv4': 'ށ\x01\x14', 'ipv6': 'þ€\x00\x00\x00\x00\x00\x00\x04:^:D[\x0c’', 'complete_ago': 1, 'm': {'upload_only': 3, 'ut_holepunch': 4, 'ut_metadata': 2, 'ut_pex': 1, 'ut_recommend': 5, 'ut_comment': 6}, 'metadata_size': 2270, 'p': 40959, 'reqq': 255, 'v': 'µTorrent Mac 1.8.7', 'yourip': 'À¨+R'}0111111101110111110111111111111111111101110111110011100111010110011111011111110101101110101101111000111111111100interested=b'\x00\x00\x00\x01\x02'unchokerequest piece=0sent=b'\x00\x00\x00\r\x06\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00@\x00'pieceindex=0, begin=016384request piece=1sent=b'\x00\x00\x00\r\x06\x00\x00\x00\x01\x00\x00\x00\x00\x00\x00@\x00'pieceindex=1, begin=016384request piece=2sent=b'\x00\x00\x00\r\x06\x00\x00\x00\x02\x00\x00\x00\x00\x00\x00@\x00'pieceindex=2, begin=016384request piece=3sent=b'\x00\x00\x00\r\x06\x00\x00\x00\x03\x00\x00\x00\x00\x00\x00@\x00'pieceindex=3, begin=016384request piece=4sent=b'\x00\x00\x00\r\x06\x00\x00\x00\x04\x00\x00\x00\x00\x00\x00@\x00'pieceindex=4, begin=016384request piece=5sent=b'\x00\x00\x00\r\x06\x00\x00\x00\x05\x00\x00\x00\x00\x00\x00@\x00'pieceindex=5, begin=016384request piece=6sent=b'\x00\x00\x00\r\x06\x00\x00\x00\x06\x00\x00\x00\x00\x00\x00@\x00'pieceindex=6, begin=016384request piece=7sent=b'\x00\x00\x00\r\x06\x00\x00\x00\x07\x00\x00\x00\x00\x00\x00@\x00'pieceindex=7, begin=016384request piece=8sent=b'\x00\x00\x00\r\x06\x00\x00\x00\x08\x00\x00\x00\x00\x00\x00@\x00'pieceindex=8, begin=016384request piece=9sent=b'\x00\x00\x00\r\x06\x00\x00\x00\t\x00\x00\x00\x00\x00\x00@\x00'pieceindex=9, begin=016384request piece=10sent=b'\x00\x00\x00\r\x06\x00\x00\x00\n\x00\x00\x00\x00\x00\x00@\x00'pieceindex=10, begin=016384request piece=11sent=b'\x00\x00\x00\r\x06\x00\x00\x00\x0b\x00\x00\x00\x00\x00\x00@\x00'pieceindex=11, begin=016384request piece=12sent=b'\x00\x00\x00\r\x06\x00\x00\x00\x0c\x00\x00\x00\x00\x00\x00@\x00'pieceindex=12, begin=016384request piece=13sent=b'\x00\x00\x00\r\x06\x00\x00\x00\r\x00\x00\x00\x00\x00\x00@\x00'pieceindex=13, begin=016384request piece=14sent=b'\x00\x00\x00\r\x06\x00\x00\x00\x0e\x00\x00\x00\x00\x00\x00@\x00'pieceindex=14, begin=016384request piece=15sent=b'\x00\x00\x00\r\x06\x00\x00\x00\x0f\x00\x00\x00\x00\x00\x00@\x00'pieceindex=15, begin=016384request piece=16sent=b'\x00\x00\x00\r\x06\x00\x00\x00\x10\x00\x00\x00\x00\x00\x00@\x00'pieceindex=16, begin=016384request piece=17sent=b'\x00\x00\x00\r\x06\x00\x00\x00\x11\x00\x00\x00\x00\x00\x00@\x00'pieceindex=17, begin=016384request piece=18sent=b'\x00\x00\x00\r\x06\x00\x00\x00\x12\x00\x00\x00\x00\x00\x00@\x00'pieceindex=18, begin=016384request piece=19sent=b'\x00\x00\x00\r\x06\x00\x00\x00\x13\x00\x00\x00\x00\x00\x00@\x00'pieceindex=19, begin=016384request piece=20sent=b'\x00\x00\x00\r\x06\x00\x00\x00\x14\x00\x00\x00\x00\x00\x00@\x00'pieceindex=20, begin=016384request piece=21sent=b'\x00\x00\x00\r\x06\x00\x00\x00\x15\x00\x00\x00\x00\x00\x00@\x00'pieceindex=21, begin=016384request piece=22sent=b'\x00\x00\x00\r\x06\x00\x00\x00\x16\x00\x00\x00\x00\x00\x00@\x00'pieceindex=22, begin=016384request piece=23sent=b'\x00\x00\x00\r\x06\x00\x00\x00\x17\x00\x00\x00\x00\x00\x00@\x00'pieceindex=23, begin=016384request piece=24sent=b'\x00\x00\x00\r\x06\x00\x00\x00\x18\x00\x00\x00\x00\x00\x00@\x00'pieceindex=24, begin=016384request piece=25sent=b'\x00\x00\x00\r\x06\x00\x00\x00\x19\x00\x00\x00\x00\x00\x00@\x00'pieceindex=25, begin=016384request piece=26sent=b'\x00\x00\x00\r\x06\x00\x00\x00\x1a\x00\x00\x00\x00\x00\x00@\x00'pieceindex=26, begin=016384request piece=27sent=b'\x00\x00\x00\r\x06\x00\x00\x00\x1b\x00\x00\x00\x00\x00\x00@\x00'pieceindex=27, begin=016384request piece=28sent=b'\x00\x00\x00\r\x06\x00\x00\x00\x1c\x00\x00\x00\x00\x00\x00@\x00'pieceindex=28, begin=016384request piece=29sent=b'\x00\x00\x00\r\x06\x00\x00\x00\x1d\x00\x00\x00\x00\x00\x00@\x00'pieceindex=29, begin=016384request piece=30sent=b'\x00\x00\x00\r\x06\x00\x00\x00\x1e\x00\x00\x00\x00\x00\x00@\x00'pieceindex=30, begin=016384request piece=31sent=b'\x00\x00\x00\r\x06\x00\x00\x00\x1f\x00\x00\x00\x00\x00\x00@\x00'pieceindex=31, begin=016384request piece=32sent=b'\x00\x00\x00\r\x06\x00\x00\x00 \x00\x00\x00\x00\x00\x00@\x00'pieceindex=32, begin=016384request piece=33sent=b'\x00\x00\x00\r\x06\x00\x00\x00!\x00\x00\x00\x00\x00\x00@\x00'pieceindex=33, begin=016384request piece=34sent=b'\x00\x00\x00\r\x06\x00\x00\x00"\x00\x00\x00\x00\x00\x00@\x00'pieceindex=34, begin=016384request piece=35sent=b'\x00\x00\x00\r\x06\x00\x00\x00#\x00\x00\x00\x00\x00\x00@\x00'pieceindex=35, begin=016384request piece=36sent=b'\x00\x00\x00\r\x06\x00\x00\x00$\x00\x00\x00\x00\x00\x00@\x00'pieceindex=36, begin=016384request piece=37sent=b'\x00\x00\x00\r\x06\x00\x00\x00%\x00\x00\x00\x00\x00\x00@\x00'pieceindex=37, begin=016384request piece=38sent=b'\x00\x00\x00\r\x06\x00\x00\x00&\x00\x00\x00\x00\x00\x00@\x00'pieceindex=38, begin=016384request piece=39sent=b"\x00\x00\x00\r\x06\x00\x00\x00'\x00\x00\x00\x00\x00\x00@\x00"pieceindex=39, begin=016384request piece=40sent=b'\x00\x00\x00\r\x06\x00\x00\x00(\x00\x00\x00\x00\x00\x00@\x00'pieceindex=40, begin=016384request piece=41sent=b'\x00\x00\x00\r\x06\x00\x00\x00)\x00\x00\x00\x00\x00\x00@\x00'pieceindex=41, begin=016384request piece=42sent=b'\x00\x00\x00\r\x06\x00\x00\x00*\x00\x00\x00\x00\x00\x00@\x00'pieceindex=42, begin=016384request piece=43sent=b'\x00\x00\x00\r\x06\x00\x00\x00+\x00\x00\x00\x00\x00\x00@\x00'pieceindex=43, begin=016384request piece=44sent=b'\x00\x00\x00\r\x06\x00\x00\x00,\x00\x00\x00\x00\x00\x00@\x00'pieceindex=44, begin=016384request piece=45sent=b'\x00\x00\x00\r\x06\x00\x00\x00-\x00\x00\x00\x00\x00\x00@\x00'pieceindex=45, begin=016384request piece=46sent=b'\x00\x00\x00\r\x06\x00\x00\x00.\x00\x00\x00\x00\x00\x00@\x00'pieceindex=46, begin=016384request piece=47sent=b'\x00\x00\x00\r\x06\x00\x00\x00/\x00\x00\x00\x00\x00\x00@\x00'pieceindex=47, begin=016384request piece=48sent=b'\x00\x00\x00\r\x06\x00\x00\x000\x00\x00\x00\x00\x00\x00@\x00'pieceindex=48, begin=016384request piece=49sent=b'\x00\x00\x00\r\x06\x00\x00\x001\x00\x00\x00\x00\x00\x00@\x00'pieceindex=49, begin=016384request piece=50sent=b'\x00\x00\x00\r\x06\x00\x00\x002\x00\x00\x00\x00\x00\x00@\x00'pieceindex=50, begin=016384request piece=51sent=b'\x00\x00\x00\r\x06\x00\x00\x003\x00\x00\x00\x00\x00\x00@\x00'pieceindex=51, begin=016384request piece=52sent=b'\x00\x00\x00\r\x06\x00\x00\x004\x00\x00\x00\x00\x00\x00@\x00'pieceindex=52, begin=016384request piece=53sent=b'\x00\x00\x00\r\x06\x00\x00\x005\x00\x00\x00\x00\x00\x00@\x00'pieceindex=53, begin=016384request piece=54sent=b'\x00\x00\x00\r\x06\x00\x00\x006\x00\x00\x00\x00\x00\x00@\x00'pieceindex=54, begin=016384request piece=55sent=b'\x00\x00\x00\r\x06\x00\x00\x007\x00\x00\x00\x00\x00\x00@\x00'pieceindex=55, begin=016384request piece=56sent=b'\x00\x00\x00\r\x06\x00\x00\x008\x00\x00\x00\x00\x00\x00@\x00'pieceindex=56, begin=016384request piece=57sent=b'\x00\x00\x00\r\x06\x00\x00\x009\x00\x00\x00\x00\x00\x00@\x00'pieceindex=57, begin=016384request piece=58sent=b'\x00\x00\x00\r\x06\x00\x00\x00:\x00\x00\x00\x00\x00\x00@\x00'pieceindex=58, begin=016384request piece=59sent=b'\x00\x00\x00\r\x06\x00\x00\x00;\x00\x00\x00\x00\x00\x00@\x00'pieceindex=59, begin=016384request piece=60sent=b'\x00\x00\x00\r\x06\x00\x00\x00<\x00\x00\x00\x00\x00\x00@\x00'pieceindex=60, begin=016384request piece=61sent=b'\x00\x00\x00\r\x06\x00\x00\x00=\x00\x00\x00\x00\x00\x00@\x00'pieceindex=61, begin=016384request piece=62sent=b'\x00\x00\x00\r\x06\x00\x00\x00>\x00\x00\x00\x00\x00\x00@\x00'pieceindex=62, begin=016384request piece=63sent=b'\x00\x00\x00\r\x06\x00\x00\x00?\x00\x00\x00\x00\x00\x00@\x00'pieceindex=63, begin=016384request piece=64sent=b'\x00\x00\x00\r\x06\x00\x00\x00@\x00\x00\x00\x00\x00\x00@\x00'pieceindex=64, begin=016384request piece=65sent=b'\x00\x00\x00\r\x06\x00\x00\x00A\x00\x00\x00\x00\x00\x00@\x00'pieceindex=65, begin=016384request piece=66sent=b'\x00\x00\x00\r\x06\x00\x00\x00B\x00\x00\x00\x00\x00\x00@\x00'pieceindex=66, begin=016384request piece=67sent=b'\x00\x00\x00\r\x06\x00\x00\x00C\x00\x00\x00\x00\x00\x00@\x00'pieceindex=67, begin=016384request piece=68sent=b'\x00\x00\x00\r\x06\x00\x00\x00D\x00\x00\x00\x00\x00\x00@\x00'pieceindex=68, begin=016384request piece=69sent=b'\x00\x00\x00\r\x06\x00\x00\x00E\x00\x00\x00\x00\x00\x00@\x00'pieceindex=69, begin=016384request piece=70sent=b'\x00\x00\x00\r\x06\x00\x00\x00F\x00\x00\x00\x00\x00\x00@\x00'pieceindex=70, begin=016384request piece=71sent=b'\x00\x00\x00\r\x06\x00\x00\x00G\x00\x00\x00\x00\x00\x00@\x00'pieceindex=71, begin=016384request piece=72sent=b'\x00\x00\x00\r\x06\x00\x00\x00H\x00\x00\x00\x00\x00\x00@\x00'pieceindex=72, begin=016384request piece=73sent=b'\x00\x00\x00\r\x06\x00\x00\x00I\x00\x00\x00\x00\x00\x00@\x00'pieceindex=73, begin=016384request piece=74sent=b'\x00\x00\x00\r\x06\x00\x00\x00J\x00\x00\x00\x00\x00\x00@\x00'pieceindex=74, begin=016384request piece=75sent=b'\x00\x00\x00\r\x06\x00\x00\x00K\x00\x00\x00\x00\x00\x00@\x00'pieceindex=75, begin=016384request piece=76sent=b'\x00\x00\x00\r\x06\x00\x00\x00L\x00\x00\x00\x00\x00\x00@\x00'pieceindex=76, begin=016384request piece=77sent=b'\x00\x00\x00\r\x06\x00\x00\x00M\x00\x00\x00\x00\x00\x00@\x00'pieceindex=77, begin=016384request piece=78sent=b'\x00\x00\x00\r\x06\x00\x00\x00N\x00\x00\x00\x00\x00\x00@\x00'pieceindex=78, begin=016384request piece=79sent=b'\x00\x00\x00\r\x06\x00\x00\x00O\x00\x00\x00\x00\x00\x00@\x00'pieceindex=79, begin=016384request piece=80sent=b'\x00\x00\x00\r\x06\x00\x00\x00P\x00\x00\x00\x00\x00\x00@\x00'pieceindex=80, begin=016384request piece=81sent=b'\x00\x00\x00\r\x06\x00\x00\x00Q\x00\x00\x00\x00\x00\x00@\x00'pieceindex=81, begin=016384request piece=82sent=b'\x00\x00\x00\r\x06\x00\x00\x00R\x00\x00\x00\x00\x00\x00@\x00'pieceindex=82, begin=016384request piece=83sent=b'\x00\x00\x00\r\x06\x00\x00\x00S\x00\x00\x00\x00\x00\x00@\x00'pieceindex=83, begin=016384request piece=84sent=b'\x00\x00\x00\r\x06\x00\x00\x00T\x00\x00\x00\x00\x00\x00@\x00'pieceindex=84, begin=016384request piece=85sent=b'\x00\x00\x00\r\x06\x00\x00\x00U\x00\x00\x00\x00\x00\x00@\x00'pieceindex=85, begin=016384request piece=86sent=b'\x00\x00\x00\r\x06\x00\x00\x00V\x00\x00\x00\x00\x00\x00@\x00'pieceindex=86, begin=016384request piece=87sent=b'\x00\x00\x00\r\x06\x00\x00\x00W\x00\x00\x00\x00\x00\x00@\x00'pieceindex=87, begin=016384request piece=88sent=b'\x00\x00\x00\r\x06\x00\x00\x00X\x00\x00\x00\x00\x00\x00@\x00'pieceindex=88, begin=016384request piece=89sent=b'\x00\x00\x00\r\x06\x00\x00\x00Y\x00\x00\x00\x00\x00\x00@\x00'pieceindex=89, begin=016384request piece=90sent=b'\x00\x00\x00\r\x06\x00\x00\x00Z\x00\x00\x00\x00\x00\x00@\x00'pieceindex=90, begin=016384request piece=91sent=b'\x00\x00\x00\r\x06\x00\x00\x00[\x00\x00\x00\x00\x00\x00@\x00'pieceindex=91, begin=016384request piece=92sent=b'\x00\x00\x00\r\x06\x00\x00\x00\\\x00\x00\x00\x00\x00\x00@\x00'pieceindex=92, begin=016384request piece=93sent=b'\x00\x00\x00\r\x06\x00\x00\x00]\x00\x00\x00\x00\x00\x00@\x00'pieceindex=93, begin=016384request piece=94sent=b'\x00\x00\x00\r\x06\x00\x00\x00^\x00\x00\x00\x00\x00\x00@\x00'pieceindex=94, begin=016384request piece=95sent=b'\x00\x00\x00\r\x06\x00\x00\x00_\x00\x00\x00\x00\x00\x00@\x00'pieceindex=95, begin=016384request piece=96sent=b'\x00\x00\x00\r\x06\x00\x00\x00`\x00\x00\x00\x00\x00\x00@\x00'pieceindex=96, begin=016384request piece=97sent=b'\x00\x00\x00\r\x06\x00\x00\x00a\x00\x00\x00\x00\x00\x00@\x00'pieceindex=97, begin=016384request piece=98sent=b'\x00\x00\x00\r\x06\x00\x00\x00b\x00\x00\x00\x00\x00\x00@\x00'pieceindex=98, begin=016384request piece=99sent=b'\x00\x00\x00\r\x06\x00\x00\x00c\x00\x00\x00\x00\x00\x00@\x00'pieceindex=99, begin=016384request piece=100sent=b'\x00\x00\x00\r\x06\x00\x00\x00d\x00\x00\x00\x00\x00\x00@\x00'pieceindex=100, begin=016384request piece=101sent=b'\x00\x00\x00\r\x06\x00\x00\x00e\x00\x00\x00\x00\x00\x00@\x00'pieceindex=101, begin=016384request piece=102sent=b'\x00\x00\x00\r\x06\x00\x00\x00f\x00\x00\x00\x00\x00\x00@\x00'pieceindex=102, begin=016384request piece=103sent=b'\x00\x00\x00\r\x06\x00\x00\x00g\x00\x00\x00\x00\x00\x00@\x00'pieceindex=103, begin=016384request piece=104sent=b'\x00\x00\x00\r\x06\x00\x00\x00h\x00\x00\x00\x00\x00\x00@\x00'pieceindex=104, begin=016384request piece=105sent=b'\x00\x00\x00\r\x06\x00\x00\x00i\x00\x00\x00\x00\x00\x00@\x00'pieceindex=105, begin=016384request piece=106sent=b'\x00\x00\x00\r\x06\x00\x00\x00j\x00\x00\x00\x00\x00\x00@\x00'pieceindex=106, begin=016384request piece=107sent=b'\x00\x00\x00\r\x06\x00\x00\x00k\x00\x00\x00\x00\x00\x00@\x00'pieceindex=107, begin=016384request piece=108sent=b'\x00\x00\x00\r\x06\x00\x00\x00l\x00\x00\x00\x00\x00\x00@\x00'pieceindex=108, begin=016384request piece=109sent=b'\x00\x00\x00\r\x06\x00\x00\x00m\x00\x00\x00\x00\x00\x005v'pieceindex=109, begin=013686completed.0xfffffffffffffffffffffffffffcdownload ok.Process finished with exit code 0
]]> + + + + + + bitTorrent + + protocol + + p2p + + + + + + + + + BitTorrent协议（四）之bitfield消息 + + /zh-hans/2019/01/21/2019-1-23-bt-4/ + + bitfield消息

BEP3的peer message章节说明了几种消息类型。其中bitfield消息理解起来是容易的，但是实际过程中却略有不同。

‘bitfield’ is only ever sent as the first message. Its payload is a bitfield with each index that downloader has sent set to one and the rest set to zero. Downloaders which don’t have anything yet may skip the ‘bitfield’ message. The first byte of the bitfield corresponds to indices 0 - 7 from high bit to low bit, respectively. The next one 8-15, etc. Spare bits at the end are set to zero.

这段话的意思很简单，举例说明一下，如果一个文件有10个分片，那么如果没有下载任何数据，那么bitfield的值应该是（为了便于阅读每个字节的二进制码 以一个空格键隔开）

0b0000 0000 0000

如果下载了piece 0， 则值应该是

0b1000 0000 0000

如果全部下载完成，则应该是

0b1111 1111 1100

一共是10个1，表示10个piece。

但是实际上呢，对于一个下载完成的文件，获取到的bitfield值是0b111111111100么？

我们可以自己制作一个种子来验证一下。

本地验证

用uTorrent软件选择本地的一个文件制作一个种子文件。如下图所示

file-bt

该文件有110个片。

我们读取代码如下

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# -*- coding: utf-8 -*-
from __future__ import absolute_import
from __future__ import division
from __future__ import print_function

__author__ = 'ym'
"""
    Date        : '2019/1/22'
    Description :
    
"""
from ym.bt.peer_protocol import pack_handshake, unpack_handshake, sendall, recv, pack_extend
from ym.bt.parse_torrent import BDecode
from ym.bt.udp_announce import ip_me
import socket
import struct
import logging
from bitstring import BitArray, Bits

log = logging.getLogger()


def download():
    try:
        info_hash = 'c99c3b7a5ba31a8966e6c9a40bc4f83887a107e5'
        ip, port = ip_me(), 40959
        sock = socket.socket(socket.AF_INET, socket.SOCK_STREAM)
        sock.settimeout(1)
        sock.connect((ip, port))

        handshake = pack_handshake(info_hash)
        rt = sendall(sock, handshake)
        if rt is None:
            return
        print("sent={}, data={}".format(rt, handshake))
        data = recv(sock, 68)

        tup = unpack_handshake(data)
        if tup is None:
            return
        print(tup)

        # interested
        data = struct.pack(">i B", 1, 2)
        rt = sendall(sock, data)
        if rt is None:
            return
        bitfield = None
        while True:
            data = recv(sock, 4)
            if data is None:
                return
            num, = struct.unpack(">i", data)
            tmp = recv(sock, 1)

            if tmp is None:
                return
            id, = struct.unpack(">B", tmp)
            print("id={}".format(id))
            tmp = recv(sock, int(num) - 1)
            print("recv={}".format(tmp))
            if id == 5:
                # bitfield
                bitfield = BitArray(tmp)
                print(bitfield.bin)
                break
            else:
                pass



    except Exception as e:
        log.exception(e)


if __name__ == '__main__':
    download()


我们看到日志如下

/usr/local/bin/python3.7 /Users/ym/charm/pytest/ym/bt/bt_download.pysent=ok, data=b'\x13BitTorrent protocol\x00\x00\x00\x00\x00\x10\x00\x01\xc9\x9c;z[\xa3\x1a\x89f\xe6\xc9\xa4\x0b\xc4\xf88\x87\xa1\x07\xe5ym111111111111111111'Handshake(fixed_num=19, bt_head=b'BitTorrent protocol', reserved=b'\x00\x00\x00\x00\x00\x10\x00\x05', info_hash=b'\xc9\x9c;z[\xa3\x1a\x89f\xe6\xc9\xa4\x0b\xc4\xf88\x87\xa1\x07\xe5', peer_id=b'-UM1870-\x14\xab\x9c\xa8$G\x8euX\x91\xad\x9e')id=20recv=b'\x00d1:ei0e4:ipv616:\xfe\x80\x00\x00\x00\x00\x00\x00\x04:^:D[\x0c\x9212:complete_agoi1e1:md11:upload_onlyi3e12:ut_holepunchi4e11:ut_metadatai2e6:ut_pexi1e12:ut_recommendi5e10:ut_commenti6ee13:metadata_sizei2270e1:pi40959e4:reqqi255e1:v19:\xc2\xb5Torrent Mac 1.8.76:yourip4:\xc0\xa8+Re'id=5recv=b'\xff\xff\xffg~\xaf\xbf=\x7f\xff\xeb&\xdd\x98'1111111111111111111111110110011101111110101011111011111100111101011111111111111111101011001001101101110110011000

这是怎么回事，为什么中间会有这么多0呢，不是已经下载完成了么？

111111111111111111111111011001110111111010101111101111110011110...

应该是110个1才对。而且如果再运行几遍会发现每次有不同的index的片是0。

have消息

原来这是uTorrent软件实现的一个策略，即使已经下载完成，也不会返回110个1的bitfield。而是用have消息来补全，也就是id为4的peer消息。have消息的值是一个piece的index值，表示该piece下载完成。

因此，我们需要根据bitfield消息和have消息来看是否下载完成。代码修改一下，每接收到一个have消息就把相应的index置为1。

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from ym.bt.peer_protocol import pack_handshake, unpack_handshake, sendall, recv, pack_extend
from ym.bt.parse_torrent import BDecode
from ym.bt.udp_announce import ip_me
import socket
import struct
import logging
from bitstring import BitArray, Bits

log = logging.getLogger()


def download():
    try:
        info_hash = 'c99c3b7a5ba31a8966e6c9a40bc4f83887a107e5'
        ip, port = ip_me(), 40959
        sock = socket.socket(socket.AF_INET, socket.SOCK_STREAM)
        sock.settimeout(1)
        sock.connect((ip, port))

        handshake = pack_handshake(info_hash)
        rt = sendall(sock, handshake)
        if rt is None:
            return
        print("sent={}, data={}".format(rt, handshake))
        data = recv(sock, 68)

        tup = unpack_handshake(data)
        if tup is None:
            return
        print(tup)

        # interested
        data = struct.pack(">i B", 1, 2)
        rt = sendall(sock, data)
        if rt is None:
            return
        bitfield = None
        while True:
            data = recv(sock, 4)
            if data is None:
                return
            num, = struct.unpack(">i", data)
            tmp = recv(sock, 1)

            if tmp is None:
                return
            id, = struct.unpack(">B", tmp)
            print("id={}".format(id))
            tmp = recv(sock, int(num) - 1)
            print("recv={}".format(tmp))
            if id == 5:
                # bitfield
                bitfield = BitArray(tmp)
                print(bitfield.bin)
            elif id == 4:
                # have
                index, = struct.unpack(">i", tmp)
                print("index={}".format(index))
                if bitfield.bin[index] == '0':
                    bitfield.set('1', index)
                    print(bitfield.bin)
            else:
                pass



    except Exception as e:
        log.exception(e)


if __name__ == '__main__':
    download()

我们再看一下日志

/usr/local/bin/python3.7 /Users/ym/charm/pytest/ym/bt/bt_download.pysent=ok, data=b'\x13BitTorrent protocol\x00\x00\x00\x00\x00\x10\x00\x01\xc9\x9c;z[\xa3\x1a\x89f\xe6\xc9\xa4\x0b\xc4\xf88\x87\xa1\x07\xe5ym111111111111111111'Handshake(fixed_num=19, bt_head=b'BitTorrent protocol', reserved=b'\x00\x00\x00\x00\x00\x10\x00\x05', info_hash=b'\xc9\x9c;z[\xa3\x1a\x89f\xe6\xc9\xa4\x0b\xc4\xf88\x87\xa1\x07\xe5', peer_id=b'-UM1870-\x14\xabY\x08\r\x82=\xd1J^\x930')id=20recv=b'\x00d1:ei0e4:ipv616:\xfe\x80\x00\x00\x00\x00\x00\x00\x04:^:D[\x0c\x9212:complete_agoi1e1:md11:upload_onlyi3e12:ut_holepunchi4e11:ut_metadatai2e6:ut_pexi1e12:ut_recommendi5e10:ut_commenti6ee13:metadata_sizei2270e1:pi40959e4:reqqi255e1:v19:\xc2\xb5Torrent Mac 1.8.76:yourip4:\xc0\xa8+Re'id=5recv=b'\xfb\xdf\xbf\xee\xdf\xdf\x9d\xef\xb9\xfa\xfbv^\xf8'1111101111011111101111111110111011011111110111111001110111101111101110011111101011111011011101100101111011111000id=4recv=b'\x00\x00\x002'index=501111101111011111101111111110111011011111110111111011110111101111101110011111101011111011011101100101111011111000.........id=4recv=b'\x00\x00\x00b'index=981111111111011111111111111111111111111111111111111111111111111111111111111111111111111111011111111111111111111100id=4recv=b'\x00\x00\x00X'index=881111111111011111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111100id=4recv=b'\x00\x00\x00\n'index=101111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111100already recv:b''timed outTraceback (most recent call last):  File "/Users/ym/charm/pytest/ym/bt/peer_protocol.py", line 40, in recv    tmp = sock.recv(n - len(data))socket.timeout: timed outProcess finished with exit code 0

可以看到，确实是110个1。

]]> + + + + + + bitTorrent + + protocol + + p2p + + + + + + + + + BitTorrent协议（三）之磁力链接获取元数据 + + /zh-hans/2019/01/21/2019-1-21-bt-3/ + + 磁力链接的含义

如果把tracker给封了，那么就无法下载torrent。于是磁力链接为了解决这个问题而出现了。

以下是一个典型的磁力链接。只含有一个INFO_HASH。就是那个20个byte的Hex表示字符串。

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magnet:?xt=urn:btih:E84213A794F3CCD890382A54A64CA68B7E925433

INFO_HASH我们知道就是种子文件中，info的sha1值。于是我们就根据这个hash值，去询问peers，通过扩展协议来获取这部分重要的info数据，这部分数据就是metadata。

metadata就是torrent的B编码中，info对应的数据。

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'info': {'files': [{'length': 100074, 'path': ['English.srt']},
                    {'length': 31, 'path': ['RARBG.txt']},
                    {'length': 4431023676,
                     'path': ['Venom.2018.720p.WEBRip.x264.AAC2.0-SHITBOX.mp4']}],
          'name': 'Venom.2018.720p.WEBRip.x264.AAC2.0-SHITBOX',
          'piece length': 1048576,
          'pieces': ['a958677e48a77aff63574c885d7fd70915159034',
                     '0c713356b63454a914452cdcc76a8470fb4bc419',
                     ...
                     ...
                     ...
                     'b926b048253bc506cb3f4e52acab9df6b93cf614',
                     '610f8485ab8c56f53f594e09730a34e8529e13b4']},

因此，如果我们能够获取到metadata，就能够直接从peers下载数据了。

获取metadata的详细过程

BEP3的Peer Wire Protocol章节，BEP10，以及BEP9讲述了如何从Peers获取metadata。

客户端与一个Peer建立tcp连接，然后开始进行对话。

  1. (发送) 首先 客户端 发送一个68字节的 握手请求，该握手请求表示使用扩展协议。这个握手请求里，包含了info_hash值。
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handshake=b'\x13BitTorrent protocol\x00\x00\x00\x00\x00\x10\x00\x01\xe8B\x13\xa7\x94\xf3\xcc\xd8\x908*T\xa6L\xa6\x8b~\x92T3ym111111111111111111'
  1. (接收) 然后，客户端 接收一个68字节的 握手应答。
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recv=b"\x13BitTorrent protocol\x00\x00\x00\x00\x00\x10\x00\x05\xe8B\x13\xa7\x94\xf3\xcc\xd8\x908*T\xa6L\xa6\x8b~\x92T3-UM1870-\x14\xab\x8b'\x1f\xb4^\xfe\x9a\xe8V\n"

解码之后，如下。

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Handshake(fixed_num=19, bt_head=b'BitTorrent protocol', reserved=b'\x00\x00\x00\x00\x00\x10\x00\x05', info_hash=b'\xe8B\x13\xa7\x94\xf3\xcc\xd8\x908*T\xa6L\xa6\x8b~\x92T3', peer_id=b"-UM1870-\x14\xab\x8b'\x1f\xb4^\xfe\x9a\xe8V\n")
  1. (发送) 客户端发送一个 扩展协议的握手消息。其中 ‘\x00\x00\x00\x1a’是消息体 ‘\x14\x00d1:md11:ut_metadatai1eee’的长度。’\x14’表示扩展协议id=20， ‘\x00’表示握手消息。’d1:md11:ut_metadatai1ee’表示{ut_metadata:1}，这个值可以任意选择，也可以是2。总之我们根据自己定义的值解析。
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ext_handshake=b'\x00\x00\x00\x1a\x14\x00d1:md11:ut_metadatai1eee'
  1. (接收) 客户端就收一个 扩展协议的握手消息。头四个字节是消息体的长度。第五个字节是’\x14’,第六个字节是’\00x’.剩余的字节可以解码为一个字典。其中 ut_metadata:2 ，而metadata_size为74620
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dic={'e': 0, 'ipv4': '{pG˜', 'complete_ago': 0, 'm': {'upload_only': 3, 'ut_holepunch': 4, 'ut_metadata': 2, 'ut_pex': 1, 'ut_recommend': 5, 'ut_comment': 6}, 'metadata_size': 74620, 'p': 40959, 'reqq': 255, 'v': 'µTorrent Mac 1.8.7', 'yourip': 'À¨+R'}
  1. (发送)客户端发送 metadata的请求消息。头四个字节’\x00\x00\x00\x1b’表示消息体的长度；’\x14’表示扩展协议id，=20；而’\x02’表示扩展消息id，ut_metadata对应的2；‘d8:msg_typei0e5:piecei0ee’是一个B编码，表示请求metadata第一个piece。
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ext_data=b'\x00\x00\x00\x1b\x14\x02d8:msg_typei0e5:piecei0ee'
  1. (接收)客户端接收 到一系列消息。

所有消息的结构都是 ，但是我们只关心msg_id为20的消息。也即是扩展协议部分。其他的进行忽略(但是这部分msg_id是4和5的消息是有意义的，只是对获取metadata没有用处)。

直到接收到头部为 ‘\x14\x01’的消息。接着是一个字典是

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'd8:msg_typei1e5:piecei0e10:total_sizei74620ee'

后边是metadata的数据。

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'd6:lengthi1953349632e4:name32:ubuntu-18.04.1-desktop-amd64.iso12:piece lengthi524288e...'

这部分的数据的长度是 16KiB = 16384 byte。如果这部分的数据长度小于16KiB，则说明是metadata的最后一个片。

然后把多个片进行拼接，然后求sha1的hash值，与info hash进行比较。如果一样则说明成功获取到了metadata

代码验证

验证的方法就是打开uTorrent软件，然后打开一个磁力链接。当磁力链接获取到metadata之后，我们就可以对该软件的打开的peer端口进行测试。

例如，通过查看端口

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uTorrent   9281             ym    6u  IPv4 0xcd2fefb400ca5d03      0t0    UDP 127.0.0.1:62517
uTorrent   9281             ym    8u  IPv4 0xcd2fefb4134a4333      0t0    TCP *:40959 (LISTEN)
uTorrent   9281             ym    9u  IPv6 0xcd2fefb40ecafc33      0t0    TCP *:40959 (LISTEN)
uTorrent   9281             ym   10u  IPv4 0xcd2fefb41196a633      0t0    TCP 127.0.0.1:10000 (LISTEN)
uTorrent   9281             ym   12u  IPv4 0xcd2fefb400caa923      0t0    UDP *:40959
uTorrent   9281             ym   13u  IPv6 0xcd2fefb400ca7aeb      0t0    UDP *:40959

可以看到端口号。因此我们就可以把 ‘本地ip ：40959’ 作为 peer 进行 metadata获取。以下为代码。

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# -*- coding: utf-8 -*-

import socket
import struct
import traceback
from collections import namedtuple
from time import time
import logging

log = logging.getLogger()

Handshake = namedtuple("Handshake", ("fixed_num", "bt_head", "reserved", "info_hash", "peer_id"))
Block = 16 * 1024  # 16KiB


def sha1(info):
    import hashlib
    p = hashlib.sha1()
    p.update(info)
    return p.hexdigest()


def recv(sock: socket.socket, n: int, time_out: int = 1):
    data = b''
    try:
        start = time()
        sock.settimeout(time_out)
        while len(data) < n:
            if time() - start > time_out:
                raise Exception("time out")
            tmp = sock.recv(n - len(data))
            data += tmp
        return data
    except Exception as e:
        print("already recv:{}".format(data))
        log.exception(e)
        return None


def sendall(sock: socket.socket, data, time_out: int = 1):
    try:
        sock.settimeout(time_out)
        sock.sendall(data)
        return "ok"
    except Exception as e:
        logging.exception(e)
        return None


def pack_handshake(info_hash="1aa4c13830b822c1375686d685a9fce23405f6ba"):
    n = 19
    head = b"BitTorrent protocol"
    reserved = b"\x00\x00\x00\x00\x00\x10\x00\x01"
    peer_id = b"ym" + b"1" * 18
    data = struct.pack(">B 19s 8s 20s 20s", n, head, reserved, bytearray.fromhex(info_hash), peer_id)
    return data


def request_metadata():
    from ym.bt.parse_torrent import BDecode
    from ym.bt.udp_announce import ip_me
    ip, port = ip_me(), 40959
    info_hash = "e84213a794f3ccd890382a54a64ca68b7e925433"  # 'ubuntu-18.04.1-desktop-amd64.iso'
    metadata_size = None
    metadata = None
    try:
        sock = socket.socket(socket.AF_INET, socket.SOCK_STREAM)
        sock.settimeout(1)
        sock.connect((ip, port))
        handshake = pack_handshake(info_hash)
        print("handshake={}".format(handshake))
        sock.sendall(handshake)
        data = recv(sock, 68)
        if data is None:
            return
        print("recv={}".format(data))
        tup = unpack_handshake(data)
        if tup is None:
            return
        print(tup)

        UT_METADATA_ID = 1  # 这里可以自己定义
        dic = {'m': {'ut_metadata': UT_METADATA_ID}}
        ext_handshake = pack_extend(dic, id=20, ext_id=0)  # 扩展协议的握手消息
        sock.sendall(ext_handshake)
        print("sent|ext_handshake={}".format(ext_handshake))

        pieces = []
        piece = 0
        tmp = b''
        while True:
            tmp = recv(sock, 4)
            if tmp is None:
                raise Exception("recv error")
            msg_len, = struct.unpack(">i", tmp)
            tmp = recv(sock, 1)
            id, = struct.unpack(">B", tmp)
            print("msg_len={}, id={}".format(msg_len, id))

            if id == 20:
                # extention msg
                tmp = recv(sock, 1)
                ext_id, = struct.unpack(">B", tmp)
                print("ext_id={}".format(ext_id))

                data = recv(sock, msg_len - 2)
                print("recv={}".format(data))
                if ext_id == 0:
                    # extend handshake
                    dic, i, n = BDecode(data).parse()
                    metadata_size = dic['metadata_size']
                    print("i={}, n={}, dic={}".format(i, n, dic))
                    m = {'msg_type': 0, 'piece': piece}
                    ext_data = pack_extend(m)
                    rt = sendall(sock, ext_data)
                    if rt is None:
                        raise Exception("send fail.")
                    print("sent ext_data={}".format(ext_data))
                elif ext_id == UT_METADATA_ID:
                    # ut_metadata
                    dic, i, n = BDecode(data).parse()
                    print("i={}, n={}, dic={}".format(i, n, dic))
                    piece_len = msg_len - 2 - i
                    print("piece_len={}".format(piece_len))
                    if dic['msg_type'] == 1 :
                        pieces.append(data[i:n])
                    elif dic['msg_type'] == 2:
                        raise Exception("rejected")
                    else:
                        raise Exception("unknown")

                    if piece_len < Block:
                        print("recv end")
                        break
                    else:
                        # request next piece
                        piece += 1
                        m = {'msg_type': 0, 'piece': piece}
                        ext_data = pack_extend(m)
                        rt = sendall(sock, ext_data)
                        if rt is None:
                            raise Exception("send fail.")
                        print("sent ext_data={}".format(ext_data))

            else:
                recv(sock, msg_len - 1)

        metadata = b''.join(pieces)
        if metadata_size != len(metadata):
            raise Exception("metadata size error")

        if sha1(metadata) != info_hash:
            raise Exception("info hash error")

        print("info_hash={}, metadata_size={}, metadata={}".format(info_hash, metadata_size, metadata))
        print(BDecode(metadata).parse()[0])
    except Exception as e:
        log.exception(e)


def pack_extend(dic, id=20, ext_id=2):
    if isinstance(dic, dict):
        from ym.bt.bencoding import BEncode
        dic = BEncode(dic).encode()
        dic = bytes(dic, encoding="utf8")

    if isinstance(dic, bytes):
        msg_len = len(dic) + 2
        fmt = ">i B B {}s".format(len(dic))
        return struct.pack(fmt, msg_len, id, ext_id, dic)


def unpack_handshake(data: bytes):
    if data is None or len(data) != 68:
        return None

    try:
        fixed_num, bt_head, reserved, info_hash, peer_id = struct.unpack(">B 19s 8s 20s 20s", data)
        return Handshake(fixed_num, bt_head, reserved, info_hash, peer_id)
    except Exception as e:
        log.exception(e)



if __name__ == '__main__':
    request_metadata()


运行日志

结尾可以看到，已经获得了ubuntu-18.04.1-desktop-amd64.iso的metadata.

/usr/local/bin/python3.7 /Users/ym/charm/pytest/ym/bt/peer_protocol.pyhandshake=b'\x13BitTorrent protocol\x00\x00\x00\x00\x00\x10\x00\x01\xe8B\x13\xa7\x94\xf3\xcc\xd8\x908*T\xa6L\xa6\x8b~\x92T3ym111111111111111111'recv=b"\x13BitTorrent protocol\x00\x00\x00\x00\x00\x10\x00\x05\xe8B\x13\xa7\x94\xf3\xcc\xd8\x908*T\xa6L\xa6\x8b~\x92T3-UM1870-\x14\xab\x8b'\x1f\xb4^\xfe\x9a\xe8V\n"Handshake(fixed_num=19, bt_head=b'BitTorrent protocol', reserved=b'\x00\x00\x00\x00\x00\x10\x00\x05', info_hash=b'\xe8B\x13\xa7\x94\xf3\xcc\xd8\x908*T\xa6L\xa6\x8b~\x92T3', peer_id=b"-UM1870-\x14\xab\x8b'\x1f\xb4^\xfe\x9a\xe8V\n")sent|ext_handshake=b'\x00\x00\x00\x1a\x14\x00d1:md11:ut_metadatai1eee'msg_len=225, id=20ext_id=0recv=b'd1:ei0e4:ipv44:{pG\x9812:complete_agoi0e1:md11:upload_onlyi3e12:ut_holepunchi4e11:ut_metadatai2e6:ut_pexi1e12:ut_recommendi5e10:ut_commenti6ee13:metadata_sizei74620e1:pi40959e4:reqqi255e1:v19:\xc2\xb5Torrent Mac 1.8.76:yourip4:\xc0\xa8+Re'i=223, n=223, dic={'e': 0, 'ipv4': '{pG˜', 'complete_ago': 0, 'm': {'upload_only': 3, 'ut_holepunch': 4, 'ut_metadata': 2, 'ut_pex': 1, 'ut_recommend': 5, 'ut_comment': 6}, 'metadata_size': 74620, 'p': 40959, 'reqq': 255, 'v': 'µTorrent Mac 1.8.7', 'yourip': 'À¨+R'}sent ext_data=b'\x00\x00\x00\x1b\x14\x02d8:msg_typei0e5:piecei0ee'msg_len=467, id=5msg_len=5, id=4msg_len=5, id=4msg_len=5, id=4msg_len=5, id=4msg_len=5, id=4msg_len=5, id=4msg_len=5, id=4msg_len=5, id=4msg_len=5, id=4msg_len=5, id=4msg_len=5, id=4msg_len=5, id=4msg_len=5, id=4msg_len=5, id=4msg_len=5, id=4msg_len=5, id=4msg_len=5, id=4msg_len=5, id=4msg_len=5, id=4msg_len=5, id=4msg_len=5, id=4msg_len=5, id=4msg_len=5, id=4msg_len=5, id=4msg_len=3, id=9msg_len=16431, id=20ext_id=1recv=b'd8:msg_typei1e5:piecei0e10:total_sizei74620eed6:lengthi1953349632e4:name32:ubuntu-18.04.1-desktop-amd64.iso12:piece lengthi524288e6:pieces74520:\xba 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'e868d8be3ab08cfa2d1cbb42bd28e694a2b21574', 'c4726848e7a5a31be793c3592617cde58ccb6993', '6e940ba95b50a7a07fa1e8282766b4cd195b2657', '7f0c62d93e47707f1a27b89111b7bb2972868215', '23e8e0cd6377504d1fc042d0b466746e675792c4', '738e5365cd765b3ebc8e9764d1841934823ed10a', '2a88733fc4b0790599a7fbadf040f8edbb681468', '2479c8be5222a62eb3d4c2da1acb362824069375', 'eb7d61d11178bf839c89bf29ad437cfb196b7949', 'ecb9bd5ef4bd3f5de2024a2826c93ffcb148b29a', '4ce1ffeb7366d96d53ed8791c7275bf433b81658', '82fdbda2d01e4cebd532abbd657f36bfd67477c6', 'bf86354db7f583969f39bdd94989f97164571b39', '1d2a41bfbc8efcfddd1a12e7305fe797a76973b9', '1a15c268b568493e06b348adfdc3a9daae4af50b', '61521f077f18c7251c24ba1c1e1a6fc597304712', '286100b069cd50a87ddebd615d739a6bbebef25f', 'd2c120deb729697299fdd770a78c45c0d6e9ce35', '9bfcdcb613a091bada2c1dddb9adfd901a11fdcf', 'af266c8da5225d701b95a60c9b44041396ef09bf', 'ad70b54f1d3c2ffabbfac2523a234b1c1a09bf8f', '1b5364bba8a9b0832f28c48472dd1abfc709757a', '41f889d5a0dc4c679628e64d6feeba8b367a38c7', '9af3ffa202b4b3f9e3befbeddb2802882df71d4d', 'bd7a9172bbec5ef13b2aa0cd406e1c6826ea2fda', '3e565b620b78e6cdb287434f8b3efaeb851bf651', '94c571293e0bb145c6d4164687d7b6edf4595e32', '79234f9b76b6bef21dd2d56c697ccd402dc7f32c', '967bd010aff4302baed7b9b492841694818e1b8e', 'ce0ac647ba5511b9d0c4f74a76763a6128cb2d66', 'bbb7f821aef4a0f9fbc0e1510cab1f33adf6159e', '5133200d15cc774ceea899e3e3ce1876463486d6', '5b6d75708c36934f81104cb940c9dbda2bb23e83', 'bd60757a17164fea2933d559502daa4f73ceba67', '5f2a7f5fff4dafc9efb4da6940101dc573c4aeb3', '8857e88ed049a2ff6ca3276472926d61d15783e7', 'bc140036234f254548e85fd7b5fda88c8107db98', 'c7b73e7422f547c0a38e1951595a7c64bf223eea', '89ccb5eaaac632d665ace9fa1c98b7fbfd157cb1', '60ec1c4fa4c00c94d32eec17015024d795d29bc0', '046f1dceafd8e45f6f53ce8c2df006c676d2a30e', '4c11ed43c75d825a06e792ff1950d1024bc761bd', '148a394f3b2ea42cf32e4e1010e1d6fc7894be41', '70b828dd5ff635609fa4231961e86743f050ba00', 'b0c37adc40ad5db60c8d79c847c9f7715daff15b', '88ba0ef9b2a2b5c787cec9e3871bada6a52d2c2c', '7e94eaf963991d8a441fba48872e6fedf8c6fac7', '7ea1d0c224c545559320b51761aced2d7c76c47b', '5d2b3988daedeaa020d77a06d5d96039ce6a8dab', '005c88a8df0e09a2a9fe9979037016b349e25be1', 'be9814a11555ac30ca3219c1a45ca17bfb1a2679', '27dd91680df011f0c1e1687ad680ab48adf9667f', 'd5fbe38d5a56e11d0f90415405d301360257b54c', 'daff04b268c5e484e879b458b907e7f8c5235344', '47022b9783c2dfdb1c349481997b1fea99ef116f', '10c0b97f7e6fc042ce8bb5eb1c4f39d51d6a0dea', 'f67cf10e76d6adc2e6393377a2d724bb975e46ee', '12666db920031320b79ad3c8ba10a73ac68dff7a', '516cb7b485492956e34727b8b46e9a10de648d02', '1129053ac17c49a4e33526c8dc9838eacef929a4', 'b895eb17c694c5cc190eda069e90c84f5a32306c', '302a45d08f1b85336cde1b8d3d2de9b9fb89bae7', '7ada920b0a542dce9e4c765e322b8a79d9c689b7', '8602084739e1e09dc56c9053c6c8e4cf2d8cb899', '215ea9e78fa7235be7877c354866b9fe61d6d439', 'f1537f2533ef0af186446587951d4270675c3c80', '48e70d24b29681f9702db96ce4a89a401dfe67a7', '6a521e1d2a632c26e53b83d2cc4b0edecfc1e68c', '6a521e1d2a632c26e53b83d2cc4b0edecfc1e68c', 'dd41b6e690b45d7c079226d8be3285c736467346']}Process finished with exit code 0
]]> + + + + + + bitTorrent + + protocol + + p2p + + + + + + + + + BitTorrent协议（二）之获取下载源 + + /zh-hans/2019/01/10/2019-1-10-bt-2/ + + 如何获取下载源

作为一个downloader开始下载资源首先要向tracker宣布自己的存在，同时获得其他downloader的地址。这里的downloader我们统一称为对等节点（peer），因此接下来要做的事情就是与tracker通信，获取peers。

获取下载源的协议

有两种方法，

  • 方法一：基于HTTP的GET请求

官网文档 BEP3 中的trackers章节告诉我们可以使用HTTP /GET来得到peer的信息。也就是发送一个GET请求。

  • 方法二：基于UDP的tracker协议

再对照如下tracker列表就可以明白了。

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http://tracker.trackerfix.com:80/announce  # 方法一

udp://9.rarbg.me:2710/announce  # 方法二
 
udp://9.rarbg.to:2710/announce # 方法二

方法一看起来是更简单的方法，但是在GFW保护下，这些采用方法一的服务端口都无法访问。因此只能尝试方法二。

基于UDP的Tracker协议

UDP协议本来也是一种更好的选择，因为传输的字节更少。官网文档UDP Tracker Protocol for BitTorrent详细说明了原因。

Using HTTP introduces significant overhead. There’s overhead at the ethernet layer (14 bytes per packet), at the IP layer (20 bytes per packet), at the TCP layer (20 bytes per packet) and at the HTTP layer. About 10 packets are used for a request plus response containing 50 peers and the total number of bytes used is about 1206 [1]. This overhead can be reduced significantly by using a UDP based protocol. The protocol proposed here uses 4 packets and about 618 bytes, reducing traffic by 50%. For a client, saving 1 kbyte every hour isn’t significant, but for a tracker serving a million peers, reducing traffic by 50% matters a lot. An additional advantage is that a UDP based binary protocol doesn’t require a complex parser and no connection handling, reducing the complexity of tracker code and increasing it’s performance.

简单来说就是方法一基于TCP的，每个基于TCP的请求的头部自然要比基于UDP的请求大。

UDP协议包含三个过程，

  • CONNECT
  • ANNOUNCE
  • SCRAPE

我们关心的是发布（ANNOUNCE），接下来重点看如何实现。

实现发布

两个步骤，

  • CONNECT，获取connection_id
  • ANNOUNCE，拿着connection_id和info_hash等参数再请求。

参考了Bittorrent udp-tracker protocol extension因为对入参和返回参数说明的更详细一些。用的tracker是一个热门的磁力链接。

ip = 'exodus.desync.com'  # get from tracker listport = 6969  # get from tracker list

而info_hash是用uTorrent软件打开该磁力链接后获得的。

1aa4c13830b822c1375686d685a9fce23405f6ba

以下是代码实现。uTorrent软件打开磁力链接会拿到tracker列表。

announce的重要参数说明

  1. num_want : -1 # 希望获得的peer个数，则是默认的peer个数
  2. ip : 0 # 当前发送udp包的地址
  3. port : 监听的公网端口

一旦发布完成，该监听的端口会收到DHT协议的请求，例如FIND_NODE

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# -*- coding: utf-8 -*-

__author__ = 'ym'
"""
    Date        : '2019/1/8'
    Description :  udp tracker protocol
    
"""
import socket
import struct


def ip_me():
    import psutil
    import socket

    def get_ip_addresses(family):
        for interface, snics in psutil.net_if_addrs().items():
            for snic in snics:
                if snic.family == family:
                    yield (interface, snic.address)

    addrs = list(get_ip_addresses(socket.AF_INET))
    for tup in addrs:
        if tup[0] == 'en0':
            return tup[1]


SOURCE_IP = ip_me()
SOURCE_PORT = 59876


def to_byte(integer, length=4):
    return integer.to_bytes(length, byteorder='big')


def udp_send(ip, port, data):
    sock = socket.socket(socket.AF_INET, socket.SOCK_DGRAM)  # UDP
    sock.bind((SOURCE_IP, SOURCE_PORT))
    sock.sendto(data, (ip, port))


def udp_recv(ip, port):
    sock = socket.socket(socket.AF_INET, socket.SOCK_DGRAM)  # UDP
    sock.bind((ip, port))
    while True:
        data, addr = sock.recvfrom(2048)
        print("received message:", data)
        return data


class UdpAnnouceRequest(object):
    def __init__(self):
        self.connection_id = None
        self.action = None
        self.transaction_id = None
        self.info_hash = None
        self.peer_id = None
        self.downloaded = None
        self.left = None
        self.uploaded = None
        self.event = 0
        self.ip = None
        self.key = None
        self.num_want = -1
        self.port = None
        self.extensions = None

    def get_bytes(self):
        result = to_byte(self.connection_id, 8)
        result += to_byte(self.action)
        result += to_byte(self.transaction_id)
        result += self.info_hash
        result += self.peer_id
        result += to_byte(self.downloaded, 8)
        result += to_byte(self.left, 8)
        result += to_byte(self.uploaded, 8)
        result += to_byte(self.event)
        result += to_byte(self.ip)
        result += to_byte(self.key)
        result += struct.pack(">i", self.num_want)
        result += to_byte(self.port, 2)
        return result


def udp_announcing(request: UdpAnnouceRequest, dst_ip, dst_port):
    data = request.get_bytes()
    udp_send(dst_ip, dst_port, data)


def connect(tracker_ip, tracker_port):
    protocol_id = 0x41727101980  # magic number
    action = 0  # connect
    transaction_id = 123  # random

    data = struct.pack(">Qii", protocol_id, action, transaction_id)
    udp_send(tracker_ip, tracker_port, data)

    reply = udp_recv(SOURCE_IP, SOURCE_PORT)
    action, transaction_id, connection_id = struct.unpack(">iiQ", reply)
    fmt = "connect reply:\n\taction:{}, transaction_id:{}, connection_id:{}"
    print(fmt.format(action, transaction_id, connection_id))
    return connection_id


def announce(connection_id, dst_ip, dst_port):
    request = UdpAnnouceRequest()
    request.connection_id = connection_id
    request.action = 1
    request.transaction_id = 1234  # random
    request.info_hash = bytearray.fromhex('1aa4c13830b822c1375686d685a9fce23405f6ba')  # compute from meta_info
    request.peer_id = bytearray.fromhex('ab' * 20)  # random
    request.downloaded = 0
    request.left = 1509949440  # from meta_info
    request.uploaded = 0
    request.ip = 0  # default
    request.key = 314
    request.port = 59601  #
    # print(request)
    udp_announcing(request, dst_ip, dst_port)
    return udp_recv(SOURCE_IP, SOURCE_PORT)


def udp_process():
    ip = 'exodus.desync.com'  # get from tracker list
    port = 6969  # get from tracker list
    connection_id = connect(ip, port)
    reply = announce(connection_id, ip, port)
    action, transaction_id, interval, leechers, seeders = struct.unpack(">iiiii", reply[0:20])
    fmt = "announce_reply:\n\taction:{}, transaction_id:{}, interval:{}s, leechers:{}, seeders:{}"
    print(fmt.format(action, transaction_id, interval, leechers, seeders))
    peers = []
    for i in range(20, len(reply), 6):
        if i + 6 <= len(reply):
            data = reply[i:i + 6]
            n1, n2, n3, n4, peer_port = struct.unpack(">BBBBH", data)
            peer_ip = "{}.{}.{}.{}".format(n1, n2, n3, n4)
            peers.append((peer_ip, peer_port))
    print("get {} peers:{}".format(len(peers), peers))


if __name__ == '__main__':
    udp_process()

运行结果

运行日志如下，可以看到拿到了200个peers的ipv4地址和端口。

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/usr/local/bin/python3.7 /Users/ym/charm/pytest/ym/bt/udp_announce.py
received message: b'\x00\x00\x00\x00\x00\x00\x00{\xd89\xa8\x9dv\xd3=]'
connect reply:
action:0, transaction_id:123, connection_id:15580669780121828701
received message: b'\x00\x00\x00\x01\x00\x00\x04\xd2\x00\x00\x07_\x00\x00\x00%\x00\x00\x01qi\xe8\xff\xd8XWl\x18-F\xbcd\x9e\xae}\xea\xaa[\xd41S\'\xcb\x0eb\x14\x8f\xcfbcg\xcd\xaf9\xe0\x1f-\xf7*\xa6\xa2\x86)P\xadl\xbc\xbf)\xb6{\xc4w\xaa)\xcd\xf0@cF--;M\xa6Wp\xce\xc7\xff\xfc\xcf\xbb\x9e\x18\x9c\xec\x96\xc4\xcf\x83PS\x06_\xb4zmc\xd3\x82i\xef\x0b\xeb\xd0\xaf ~d\xf3\x8c\xde\x9b?\xfc\xdb!1\x93W\x0b\xc3I\xad\xf4,)\xf0\x1c\xc5\xe0\x98\x80\xbbZ\xb4^UA#\'|\x95\x7fd\xc77p\xc8Z\xadN\xb5p\xc7K\xbc\xd31i\x9c\xe0\x7f0\xaeV\x02\xc2\xe3G.R\x92\xfc\x15\xc8\x05R\x18\x18I\x943H3~\r\xd3\x89=\x06\xe6\xbb86-y\xd1\xa6\xca\xcb)\xd7\r\x8aLo)\xcb\xda\x8e;K)Z<\x9c\xb0\x87);Q\xd0\xb2\x8b\x18\xa5\xc2T\xb8\xd7\x05\x90;\x83\xf1^\xca\x8eeB\xa1a\xb9\xe8\x15z\x83\xde\x93\n\xba\x91+\x9em\xb1\x9b\xd0V\x82Y\xf2\xb5\xad\xc7\rV\x06\xf8^k\x14R\x8eP\xb1\xfb\x15Rf\x1eV\xd0\x05R-\xd9\xf5\xc2"@\x86\xf0K\x00\x00@B\xdeFa*\x1f;\x02<\xa2\xa7\x18l\xed\xfa\xd2\xf4\x05k#\x81\xe8\xa5\x01\xban\x82\xcd\t\xd57\xb8\x8eQ\xdd\xd4\x1b\x13\xfalh\xd0\x83\xa5J\xa9\xb5\xce\xe7x:\xb8\xe1\xc9\xab\xc6\xf9\xa3:\xc5\xed\xc5\xe4\xd2c\xb6\xb9\x1cL\xc0\x19\x8b<\xbfn\x9a\xc2\x80\xcc\xf3\xc3?\xefn\x8dg\xa5=\x0cm\xb1^\xfcU\xf3[}\xdd\x90\x82yS\xe9o\xf3\xf0R@w\xc0\xf4\'\xae\xd0SR\xcc\xde@\xc5\xf8\xdb\x9e\x8a\x0f\xb3\x08_\x90\xb4\xc1\xa9=\xda$\x1a\xe1n\xe8V\r\xe5\xe1b\x8cr{1\xc3^\x05\xe8bR\x00Sn\xe5\x7fe\xe5G4V5I \x1bjQ\x9a\x80\x7f\xce\xe7y\xd5\xde]\xbc\x81D\xbd\xbf\xf1\xb8K\xdfZ\x8d\xe5\xa9=\xda#\x1a\xe1sE\xbb\xb8\xd4Oi\xa7\x10V\xe9\xffgG\x10\xf3\x8f\xde^\xea#S+%\\\xeeN_\xba\xbd3\x07g\xaf\xdb\xb3)\xa1:#\xe0G%\x98\xce\x84}\xe2\xd8ch\xeaN\xb2\xbe\xabp\xe3\xd2?\xb7\r\xcd\x9d\xf3\x8c\xa8\x01\x18I\xabH\x90\x84,A\x9a\x02}\xd1\\\xdd\x94bp\x8d:\xa7e:p\n\x17\x93\xb0\xb9h\x05\xa9)b\xdc\\\xed\x0f;]\x9dX\x10\x96\x98u\x92R\x18\x8a+\xc2LR\x0cH\xa7z\x06>\x96OI2\x9f.\xb6\xbax9\xee)\xbaS\x8b\x9b\x81)\x8b\xfa&m,)P\xe4\x95\xc8s%\x8e\x03+>\x1e\xc5\xf8\x92\xba\xb9\xca\xc4\xca\xa9\xba\xd3(\xc3Yxr\x07_\xbe:\x08\x08\xc8\x9c\xb2P\x14X\x7f\xcf\x9aIWU\xc6G\x80j\xa0\x9dRSx\xf4n\x07w\xe4m\xbe\xd4`\xc8\xd5g\xf4\xf2}\xe1\x01g5I%\xc1\xa1\\c@\x89\x99\x9bVSE\x95\xfb\xdeV\x12\xe0F\'gR\x17n\x90\x91\xf4O\xb7c\xa6\xd1\xfcOC9\xf0s\xee+\xf6\xc8u\xe1\xed+\xf1\x91DGD)Zo\x9e\xf3y\x18\xcb\x97\x9e=\'\xc4\xca\xa9\xba\xcbO\xa5\xe7(\x0e8\xc1\xa2\xf6k\x92\x14\x82q\x14b.\xe7oi\xe8X\x86\xe2\xbagF\xcc\xc2\xed\x83`+\xbdk\x99\xdfR\x07u\xa2\xbf\x8cBW\xcfc\x00\x00?\x8f\xecq\x00\x00)\xd2\n\xe3\xe9\xca\x1f-g\x8a\xe5y\xde\xb8\xe8\xad\xab\xc4\xd8\x97\xb8\x9f\xd0d\xd0g\xe9\xa2\xdb\xbd\xc4\xd1\xe9\xa4\x86\xc2\xc4\xcf\xb83\xe2\xaa\xc3\x93\xb5\xbe&\xfb\x9c\xde.\xdc\xd2\x14\x9aF9B\xa4{p\xcd\x9d\xf6\xe0\xcai\xb8\x99u\xf0+g{$\xb5\xb3LZ\xdbs\xab\x99~Qd\xff\xdf\xe8\xefP\'\x86\xc9:\x8aMD\xf3F\x88\xb8H\xe5%G\x84M1\x92\r~\xe9\x13)OB\xe1Vi\xdd\xcb\x16\xf53\xb3\xba\x96\x86\xaf\xba:\xb2\xa6!$\x7f\xdd|k\xc0+\x8a}{\xf5\x14\x8eAVy68&K\xb1tZ`\nY\xb8l\x04\xd7\xfb\x84\xb3h\xcfSb*\x93`\x17\xb5[\xebGV\x89\x15S\x91\xd1KA\xd7\xc4\xa3o?\xf5:\x9b\x83\x1d.\xd1,c\x05\x16\xb6\xba\xfd\xab97\xb2\x9d\xf9>g\xeb\x82i\xa4{G\xb7i\xe8V1\x91\xafg\xfc\xca\x96\xaf\x16g\x04\xf8\x8a\xda!_^\x9d\xaf\xd2-^\xaf\x94\x0c\xbc\x0f^L\x0f,\xc3\x00Y\xedbW\xf5\x84WFe\xc7\xaeAV\x19|\x9e\xb0\xcfH\xe6\xda\x88<\xdcFA\xe3\x15q\x08)\x8b\xf3:L\x1b)<\xe9\xf5\xaa[\x1f\xd7\x0e\x08Z\xb2\x01\t\x87,R\xd9\xcb\xd4\x9bSx"\xca\x8e[f`N\xc5\xed\x81\x96b\xdc\xc5\xe8\x1av#\'\xc5\xe8\x13n\xdbn\xc4\xf9g\xc4:\x15\xbbp|\xa6#\'\xb7W\xa9\x9b@5u\xc2\xdcQd\xef'
announce_reply:
action:1, transaction_id:1234, interval:1887s, leechers:37, seeders:369
get 200 peers:[('105.232.255.216', 22615), ('108.24.45.70', 48228), ('158.174.125.234', 43611), ('212.49.83.39', 51982), ('98.20.143.207', 25187), ('103.205.175.57', 57375), ('45.247.42.166', 41606), ('41.80.173.108', 48319), ('41.182.123.196', 30634), ('41.205.240.64', 25414), ('45.45.59.77', 42583), ('112.206.199.255', 64719), ('187.158.24.156', 60566), ('196.207.131.80', 21254), ('95.180.122.109', 25555), ('130.105.239.11', 60368), ('175.32.126.100', 62348), ('222.155.63.252', 56097), ('49.147.87.11', 49993), ('173.244.44.41', 61468), ('197.224.152.128', 47962), ('180.94.85.65', 8999), ('124.149.127.100', 50999), ('112.200.90.173', 20149), ('112.199.75.188', 54065), ('105.156.224.127', 12462), ('86.2.194.227', 18222), ('82.146.252.21', 51205), ('82.24.24.73', 37939), ('72.51.126.13', 54153), ('61.6.230.187', 14390), ('45.121.209.166', 51915), ('41.215.13.138', 19567), ('41.203.218.142', 15179), ('41.90.60.156', 45191), ('41.59.81.208', 45707), ('24.165.194.84', 47319), ('5.144.59.131', 61790), ('202.142.101.66', 41313), ('185.232.21.122', 33758), ('147.10.186.145', 11166), ('109.177.155.208', 22146), ('89.242.181.173', 50957), ('86.6.248.94', 27412), ('82.142.80.177', 64277), ('82.102.30.86', 53253), ('82.45.217.245', 49698), ('64.134.240.75', 0), ('64.66.222.70', 24874), ('31.59.2.60', 41639), ('24.108.237.250', 54004), ('5.107.35.129', 59557), ('1.186.110.130', 52489), ('213.55.184.142', 20957), ('212.27.19.250', 27752), ('208.131.165.74', 43445), ('206.231.120.58', 47329), ('201.171.198.249', 41786), ('197.237.197.228', 53859), ('182.185.28.76', 49177), ('139.60.191.110', 39618), ('128.204.243.195', 16367), ('110.141.103.165', 15628), ('109.177.94.252', 22003), ('91.125.221.144', 33401), ('83.233.111.243', 61522), ('64.119.192.244', 10158), ('208.83.82.204', 56896), ('197.248.219.158', 35343), ('179.8.95.144', 46273), ('169.61.218.36', 6881), ('110.232.86.13', 58849), ('98.140.114.123', 12739), ('94.5.232.98', 20992), ('83.110.229.127', 26085), ('71.52.86.53', 18720), ('27.106.81.154', 32895), ('206.231.121.213', 56925), ('188.129.68.189', 49137), ('184.75.223.90', 36325), ('169.61.218.35', 6881), ('115.69.187.184', 54351), ('105.167.16.86', 59903), ('103.71.16.243', 36830), ('94.234.35.83', 11045), ('92.238.78.95', 47805), ('51.7.103.175', 56243), ('41.161.58.35', 57415), ('37.152.206.132', 32226), ('216.99.104.234', 20146), ('190.171.112.227', 53823), ('183.13.205.157', 62348), ('168.1.24.73', 43848), ('144.132.44.65', 39426), ('125.209.92.221', 37986), ('112.141.58.167', 25914), ('112.10.23.147', 45241), ('104.5.169.41', 25308), ('92.237.15.59', 23965), ('88.16.150.152', 30098), ('82.24.138.43', 49740), ('82.12.72.167', 31238), ('62.150.79.73', 12959), ('46.182.186.120', 14830), ('41.186.83.139', 39809), ('41.139.250.38', 27948), ('41.80.228.149', 51315), ('37.142.3.43', 15902), ('197.248.146.186', 47562), ('196.202.169.186', 54056), ('195.89.120.114', 1887), ('190.58.8.8', 51356), ('178.80.20.88', 32719), ('154.73.87.85', 50759), ('128.106.160.157', 21075), ('120.244.110.7', 30692), ('109.190.212.96', 51413), ('103.244.242.125', 57601), ('103.53.73.37', 49569), ('92.99.64.137', 39323), ('86.83.69.149', 64478), ('86.18.224.70', 10087), ('82.23.110.144', 37364), ('79.183.99.166', 53756), ('79.67.57.240', 29678), ('43.246.200.117', 57837), ('43.241.145.68', 18244), ('41.90.111.158', 62329), ('24.203.151.158', 15655), ('196.202.169.186', 52047), ('165.231.40.14', 14529), ('162.246.107.146', 5250), ('113.20.98.46', 59247), ('105.232.88.134', 58042), ('103.70.204.194', 60803), ('96.43.189.107', 39391), ('82.7.117.162', 49036), ('66.87.207.99', 0), ('63.143.236.113', 0), ('41.210.10.227', 59850), ('31.45.103.138', 58745), ('222.184.232.173', 43972), ('216.151.184.159', 53348), ('208.103.233.162', 56253), ('196.209.233.164', 34498), ('196.207.184.51', 58026), ('195.147.181.190', 9979), ('156.222.46.220', 53780), ('154.70.57.66', 42107), ('112.205.157.246', 57546), ('105.184.153.117', 61483), ('103.123.36.181', 45900), ('90.219.115.171', 39294), ('81.100.255.223', 59631), ('80.39.134.201', 14986), ('77.68.243.70', 35000), ('72.229.37.71', 33869), ('49.146.13.126', 59667), ('41.79.66.225', 22121), ('221.203.22.245', 13235), ('186.150.134.175', 47674), ('178.166.33.36', 32733), ('124.107.192.43', 35453), ('123.245.20.142', 16726), ('121.54.56.38', 19377), ('116.90.96.10', 22968), ('108.4.215.251', 33971), ('104.207.83.98', 10899), ('96.23.181.91', 60231), ('86.137.21.83', 37329), ('75.65.215.196', 41839), ('63.245.58.155', 33565), ('46.209.44.99', 1302), ('182.186.253.171', 14647), ('178.157.249.62', 26603), ('130.105.164.123', 18359), ('105.232.86.49', 37295), ('103.252.202.150', 44822), ('103.4.248.138', 55841), ('95.94.157.175', 53805), ('94.175.148.12', 48143), ('94.76.15.44', 49920), ('89.237.98.87', 62852), ('87.70.101.199', 44609), ('86.25.124.158', 45263), ('72.230.218.136', 15580), ('70.65.227.21', 28936), ('41.139.243.58', 19483), ('41.60.233.245', 43611), ('31.215.14.8', 23218), ('1.9.135.44', 21209), ('203.212.155.83', 30754), ('202.142.91.102', 24654), ('197.237.129.150', 25308), ('197.232.26.118', 8999), ('197.232.19.110', 56174), ('196.249.103.196', 14869), ('187.112.124.166', 8999), ('183.87.169.155', 16437), ('117.194.220.81', 25839)]

Process finished with exit code 0
]]> + + + + + + bitTorrent + + protocol + + p2p + + + + + + + + + BitTorrent协议（一）之解析种子文件 + + /zh-hans/2019/01/09/2019-1-9-bt-1/ + + bt种子文件

bt通过种子文件分享已经是一个过去时了，2009年btChina就已经关闭了。现在一般都是使用磁力链接来分享文件。那么为什么种子文件分享不再流行了呢？为什么要用磁力链接呢？磁力链接怎么实现的呢？

嗯这是这个系列要研究的问题。但是要研究磁力链接的实现原理，最好先从种子文件开始。

种子文件(metainfo files)的定义

官网文档 BEP3 中的metainfo files章节讲的很清楚。

简单的说就是把tracker列表和分享的文件信息编码为一个二进制的文件。

  • tracker列表是类似如下的列表
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http://tracker.trackerfix.com:80/announce

udp://9.rarbg.me:2710/announce

udp://9.rarbg.to:2710/announce

如果想要找到下载源，就要通过tracker找到peer节点。

  • 分享的文件信息（info）

包含了文件的大小，分块个数，分块的sha1散列值。

编码方式(bencoding)

bt文件的编码逻辑取名为bencoding。

Strings are length-prefixed base ten followed by a colon and the string. For example 4:spam corresponds to ‘spam’.

Integers are represented by an ‘i’ followed by the number in base 10 followed by an ‘e’. For example i3e corresponds to 3 and i-3e corresponds to -3. Integers have no size limitation. i-0e is invalid. All encodings with a leading zero, such as i03e, are invalid, other than i0e, which of course corresponds to 0.

Lists are encoded as an ‘l’ followed by their elements (also bencoded) followed by an ‘e’. For example l4:spam4:eggse corresponds to [‘spam’, ‘eggs’].

Dictionaries are encoded as a ‘d’ followed by a list of alternating keys and their corresponding values followed by an ‘e’. For example, d3:cow3:moo4:spam4:eggse corresponds to {‘cow’: ‘moo’, ‘spam’: ‘eggs’} and d4:spaml1:a1:bee corresponds to {‘spam’: [‘a’, ‘b’]}. Keys must be strings and appear in sorted order (sorted as raw strings, not alphanumerics).

翻译为eBNF语法呢，就是如下

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string : num ':' {CHAR}*

num : 0 
    | [1-9][0-9]+ 
    | '-' [1-9][0-9]+

integer : 'i' num 'e'

list : 'l' {element}* 'e'

dic : 'd' {pair}* 'e'

pair : string element

element : string
        | integer
        | list
        | dic

解码

根据eBNF实现的解码代码如下， 把get_content()方法中path替换为种子文件的路径，运行就可以看到。返回的解析结果中会有info_hash，该值是根据info的bencoding的二进制串计算的sha1值。这个值很重要因为之后很多协议都会用到。

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# -*- coding: utf-8 -*-

__author__ = 'ym'
"""
    Date        : '2019/1/7'
    Description :  解析torrent文件
    
"""

from datetime import datetime


class BDecode(object):
    def __init__(self, arr):
        self.arr = arr
        self.n = len(arr)
        self.i = 0

    def parse(self):
        return self.dic()

    def peek(self):
        next = None
        if self.i < self.n:
            next = self.arr[self.i]
        return chr(next)

    def next(self):
        next = None
        if self.i < self.n:
            next = self.arr[self.i]
            self.i += 1
        return chr(next)

    def num(self):
        num_str = ""
        peek = self.peek()

        if peek is None:
            raise Exception("malformed num.")

        if peek == '-' and self.peek(1) in '123456789':
            self.next()  # ignore '-'
            while self.peek() in "0123456789":
                num_str += self.next()
            if num_str[0] in '0' and len(num_str) > 1:
                raise Exception("error : 0 starts with num")
            return -int(num_str)
        elif peek in '0123456789':
            while self.peek() in "0123456789":
                num_str += self.next()
            if num_str[0] in '0' and len(num_str) > 1:
                raise Exception("error : 0 starts with num")
            return int(num_str)
        else:
            raise Exception("malformed num.")

    def string(self, pieces=False):
        length = self.num()
        if self.next() != ':':
            raise Exception("String must contain colon")
        s = self.arr[self.i:(self.i + length)]
        self.i += length

        if not pieces:
            return s.decode("utf8")
        else:
            # pieces maps to a string whose length is a multiple of 20.
            # It is to be subdivided into strings of length 20,
            # each of which is the SHA1 hash of the piece at the corresponding index.
            result = []
            for j in range(0, length, 20):
                hash = s[j:j + 20]
                result.append(hash.hex().lower())
            return result

    def integer(self, timestamp=False):
        if self.next() != "i":
            raise Exception("Integer must begin with i")
        val = self.num()

        if timestamp:
            val = datetime.fromtimestamp(val).__str__()

        if self.next() != "e":
            raise Exception("Integer must end with e")
        return val

    def element(self, pieces=False, timestamp=False):
        peek = self.peek()
        if peek == 'i':
            return self.integer(timestamp)
        elif peek == "l":
            return self.list()
        elif peek == 'd':
            return self.dic()
        elif peek in "0123456789":
            return self.string(pieces)
        else:
            raise Exception("not recognize.")

    def list(self):
        if self.next() != "l":
            raise Exception("list must begin with l")
        result = []
        while self.peek() != 'e':
            result.append(self.element())
        self.next()
        return result

    def dic(self):
        if self.next() != 'd':
            raise Exception("dic must begin with d")
        result = dict()

        while self.peek() != "e":
            key = self.string()
            val = None
            if key == "pieces":
                val = self.element(pieces=True)
            elif key == 'creation date':
                val = self.element(timestamp=True)
            else:
                info_start = None
                info_end = None
                if key == 'info':
                    info_start = self.i
                val = self.element()
                if key == 'info':
                    info_end = self.i
                    result['info_hash'] = self.sha1(self.arr[info_start:info_end])
            result[key] = val

        self.next()
        return result

    def sha1(self, info):
        import hashlib
        p = hashlib.sha1()
        p.update(info)
        return p.hexdigest()


def get_content():
    path = "/Users/ym/tmp/venom.torrent"
    with open(path, "rb") as f:
        return f.read()


def main():
    content = get_content()
    result = BDecode(content).parse()
    import pprint
    pprint.pprint(result)

if __name__ == '__main__':
    main()

运行结果

用最近的毒液电影的种子进行解析，打印如下，其中announce-list就是tracker列表。

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/usr/local/bin/python3.7 /Users/ym/charm/pytest/ym/bt/parse_torrent.py
{'announce': 'http://tracker.trackerfix.com:80/announce',
 'announce-list': [['http://tracker.trackerfix.com:80/announce'],
                   ['udp://9.rarbg.me:2710/announce'],
                   ['udp://9.rarbg.to:2710/announce']],
 'comment': 'Torrent downloaded from https://rarbg.to',
 'created by': 'mktorrent 1.0',
 'creation date': '2018-11-28 16:04:22',
 'info': {'files': [{'length': 100074, 'path': ['English.srt']},
                    {'length': 31, 'path': ['RARBG.txt']},
                    {'length': 4431023676,
                     'path': ['Venom.2018.720p.WEBRip.x264.AAC2.0-SHITBOX.mp4']}],
          'name': 'Venom.2018.720p.WEBRip.x264.AAC2.0-SHITBOX',
          'piece length': 1048576,
          'pieces': ['a958677e48a77aff63574c885d7fd70915159034',
                     '0c713356b63454a914452cdcc76a8470fb4bc419',
                     ...
                     ...
                     ...
                     'b926b048253bc506cb3f4e52acab9df6b93cf614',
                     '610f8485ab8c56f53f594e09730a34e8529e13b4']},
 'info_hash': '33297ac9c46f071506711f12814a3dd8ed8b73ed'}

Process finished with exit code 0

]]> + + + + + + bitTorrent + + protocol + + p2p + + + + + + + + + 宏扩展的执行逻辑初探(二) + + /zh-hans/2018/12/09/macro/ + + 再来一个例子

看看以下运行的结果是什么呢？

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(defmacro a_macro [x]
  (list '+ 1 x))

(macroexpand-1 '(a_macro (+ 1 2)) )  ;; => ?

如果是一个函数呢？

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(defn a_func [x]
  (list '+ 1 x))

(a_func (+ 1 2)) ;; => ?

宏参数绑定表达式，而不是表达式的值

a_macro进行扩展的的运行结果是

#'user/a_macro(+ 1 (+ 1 2))    # 注意！不是 (+ 1 3)

而不是(+ 1 3)。说明扩展宏的时候，宏的参数绑定的是表达式，x绑定了表达式(+ 1 2)，这样宏内部的list函数求值运行的时候，x的值是一个表达式(+ 1 2)。

a_func则不同，内部调用同样的list函数的时候，入参(+ 1 2)首先进行了求值。因此x绑定的是3 。因此a_func运行结果是

(+ 1 3)
]]> + + + + + + clojure + + lisp + + macro + + + + + + + + + 宏扩展的执行逻辑初探(一) + + /zh-hans/2018/11/09/minilisp/ + + 宏是怎么扩展的呢？

比较流行的编程语言中，Java,Python都没有定义宏的功能。c语言中的宏限制比较大，没有Lisp中的宏强大。以下提到的宏，指的是Lisp方言中的宏。

宏的求值可以分为两个步骤

  1. 扩展（expand）–编译期
  2. 求值（eval） –运行期

这看起来很简单，但是实际写macro的时候，就会有很多的困惑。这里的主要矛盾就是理解以下两个过程，

  1. 在一个宏的内部调用另一个函数
  2. 在一个宏的内部调用另一个宏

不同的lisp方言有不同的实现。以下用Clojure来研究宏的用法。

宏内部调用函数(call function inside macro)

宏扩展阶段，就会调用函数进行求值。

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(use 'clojure.walk)
(defmacro fool [x]
  (+ x 1))

(macroexpand-all '(fool 2))

运行结果如下，可以看到宏扩展阶段已经调用+函数进行了求值。

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#'user/fool
3

这里的+是一个函数。

宏内部调用宏（call macro inside macro)

继续上面的例子，我们定义一个加法宏，然后在fool的内部调用该宏。

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(use 'clojure.walk)

(defmacro plus [x y]
  (+ x y))

(defmacro fool [x]
  (plus x 1))

(macroexpand-all '(fool 2))

运行这段代码会得到以下的错误信息。重点就是理解这里为什么会报错。

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CompilerException java.lang.ClassCastException: clojure.lang.Symbol cannot be cast to java.lang.Number, compiling:(/tmp/form-init4487875798119154898.clj:8:3)

这里报错说是Symbol无法转换为数字。可是我们明明输入的是2。

事实的过程如下，

  1. 扩展 (fool 2)
  2. 进入fool的body
  3. 扩展 (plus x 1) — 这里x是一个Symbol，而不是x-value
  4. 进入宏plus的body
  5. 对(+ x 1)求值 —到这里报错了，因为x是一个Symbol。

所以，如果直接在一个宏的内部调用另一个宏，很可能编译都无法通过。因为编译期会对宏进行扩展，但不会绑定实参。

那么怎么正确的使用呢，这里引入了一个概念叫emit a macro call inside a macro。

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(use 'clojure.walk)

(defmacro plus [x y]
  (+ x y))

(defmacro fool [x]
  (list 'plus x 1))

(macroexpand-1 '(fool 2))    ;; (plus 2 1)
(macroexpand-all '(fool 2))  ;; 3

结果如下，只扩展一次，会得到(plus 2 1)， 而完全扩展会得到3。

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=> nil
#'user/plus
#'user/fool
(plus 2 1)
3

具体过程如下，

  1. 扩展(fool 2)
  2. 进入fool的body
  3. 求值(list ‘plus x-value 1) – 这里x-value是2
  4. 得到(plus x-value 1) – 这里x-value是2
  5. 发现仍然是一个宏，继续扩展
  6. 进入plus的body
  7. 求值(+ x-value 1)为3 – 这里x-value是2

语法引用（Syntax Quote）

正是因为需要频繁的使用list来进行宏调用，因此发明了这样的语法糖。

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(use 'clojure.walk)

(defmacro plus [x y]
  (+ x y))

(defmacro fool [x]
  `(plus ~x 1))    ;; <- 这里等价于 (list 'plus x 1))

(macroexpand-1 '(fool 2))
(macroexpand-all '(fool 2))
]]> + + + + + + clojure + + lisp + + macro + + + + + + + + + [leetcode 352]原创解法 + + /zh-hans/2018/11/08/2018-11-8-leetcode-352/ + + 题目概述

原题链接

Given a data stream input of non-negative integers a1, a2, …, an, …, summarize the numbers seen so far as a list of disjoint intervals.

For example, suppose the integers from the data stream are 1, 3, 7, 2, 6, …, then the summary will be:

[1, 1][1, 1], [3, 3][1, 1], [3, 3], [7, 7][1, 3], [7, 7][1, 3], [6, 7]

解题思路

断断续续思考了一段时间。naive的想法考虑了以下几点，

  1. 一个list存放interval，然后遍历。
  2. 需要查比邻的interval的值，因为需要合并。
  3. 需要插入新的interval

从这几点首先想到用二叉搜索树来存放interval，这样既能快速查到，又能保证有序，但是实现起来的时候，发现有两个问题，

  1. 合并节点非常复杂（其实可以做到）
  2. 简单的二叉搜索树无法保证是平衡树（这个非常影响性能）

最后考虑的结果是这样的，

  1. 用list存放有序的interval
  2. 使用二分查找保证快速找到最近的interval
  3. 合并interval的时候比较简单快速。

一遍通过的解法

编码的过程，比较慢，写了快一个小时，因为要仔细考虑边界值的问题，但是一遍就通过了测试，比较开心，毕竟该题号称hard。

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# Definition for an interval.
class Interval(object):
    def __init__(self, s=0, e=0):
        self.start = s
        self.end = e

    def __repr__(self):
        return "[{},{}]".format(self.start, self.end)


def nearest(arr, val):
    """
    返回最接近的interval的索引
    :param arr:
    :param val:
    :return:
    """
    start = 0
    end = len(arr) - 1
    mid = int((start + end) / 2)
    while start < end:
        item = arr[mid]
        if item.start - 1 <= val <= item.end + 1:
            return mid
        elif val < item.start - 1:
            end = mid
        elif val > item.end + 1:
            if start == mid:
                start = mid + 1
            else:
                start = mid

        mid = int((start + end) / 2)
    return mid


class SummaryRanges(object):

    def __init__(self):
        """
        Initialize your data structure here.
        """
        self.arr = []

    def addNum(self, val):
        """
        :type val: int
        :rtype: void
        """
        if len(self.arr) == 0:
            interval = Interval(val, val)
            self.arr.append(interval)
        else:
            i = nearest(self.arr, val)
            item = self.arr[i]
            if item.start <= val <= item.end:
                return
            elif val == item.start - 1:
                item.start = val
                while i > 0 and self.arr[i - 1].end == item.start - 1:
                    self.arr[i - 1].end = item.end
                    self.arr.pop(i)
                    item = self.arr[i - 1]
                    i = i - 1
            elif val == item.end + 1:
                item.end = val
                while i < len(self.arr) - 1 and self.arr[i + 1].start == item.end + 1:
                    item.end = self.arr[i + 1].end
                    self.arr.pop(i + 1)
            elif val < item.start - 1:
                interval = Interval(val, val)
                self.arr.insert(i, interval)
            elif val > item.end + 1:
                interval = Interval(val, val)
                self.arr.insert(i + 1, interval)

    def getIntervals(self):
        """
        :rtype: List[Interval]
        """
        return self.arr


# Your SummaryRanges object will be instantiated and called as such:
# obj = SummaryRanges()
# obj.addNum(val)
# param_2 = obj.getIntervals()

if __name__ == '__main__':
    obj = SummaryRanges()
    obj.addNum(1)
    print(obj.getIntervals())  # [1,1]
    obj.addNum(3)
    print(obj.getIntervals())  # [1,1],[3,3]
    obj.addNum(7)
    print(obj.getIntervals())  # [1,1],[3,3],[7,7]
    obj.addNum(2)
    print(obj.getIntervals())  # [1,3],[7,7]
    obj.addNum(6)
    print(obj.getIntervals())  # [1,3],[6,7]

高效的Python List

我一开始不愿意使用list的本质原因是需要在List的中间删除和插入数据，因为对于一个size为n的list，list.pop(0)的时间复杂度是O(n)。但是Python的List似乎仍然非常高效，即使在list中间删除和插入数。我本来以为我的这个解法会超时呢，结果居然击败的80%的提交。

]]> + + + + + + leetcode + + 算法 + + python + + + + + + + + + [leetcode 341]练练手 + + /zh-hans/2018/08/18/2018-8-18-leetcode-341/ + + 题目概述

原题链接

Given a nested list of integers, implement an iterator to flatten it.

Each element is either an integer, or a list – whose elements may also be integers or other lists. Input: [[1,1],2,[1,1]] Output: [1,1,2,1,1]

解题思路

如果只是遍历一遍，用类似二叉树的中序遍历就好了。但是因为要生成迭代子，那么就得考虑用栈来模拟递归了。

当然这个题目是比较简单的，压栈的是一个tuple－(list, index)。第一个是list，第二个指向list的第几个item。

第一次通过的解法

比较慢。

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class NestedIterator(object):
    def __init__(self, nestedList):
        """
        Initialize your data structure here.
        :type nestedList: List[NestedInteger]
        """
        self.q = [(nestedList, 0)]

    def next(self):
        """
        :rtype: int
        """

        val = None
        not_find = True
        while self.q and not_find:
            arr, num = self.q.pop()
            if num < len(arr):
                ele = arr[num]
                if isinstance(ele, int): # 如果提交需要改成　ele.isInteger()
                    val = ele            # ................  ele.getInteger()
                    not_find = False
                    self.q.append((arr, num + 1))
                else:
                    self.q.append((arr, num + 1))
                    self.q.append((ele, 0))  # 如果提交改成，self.q.append((ele.getList(),0))

        return None if not_find else val

    def hasNext(self):
        """
        :rtype: bool
        """
        has_next = False
        while not has_next and self.q:
            arr, num = self.q.pop()
            if num < len(arr):
                ele = arr[num]
                if isinstance(ele, int):
                    has_next = True
                    self.q.append((arr, num))
                else:
                    self.q.append((arr, num + 1))
                    self.q.append((ele, 0))

        return has_next

if __name__ == "__main__":
    nestedlist = [[1, 2], 3, [4, 5], 6]
    i, v = NestedIterator(nestedlist), []
    while i.hasNext(): v.append(i.next())
    print(v)  # [1, 2, 3, 4, 5, 6]

优化后的解法

之前的解法大概是140ms跑通了44个测试。而大多数的解法则在70ms左右。怎么改进呢？has_next和next方法本质上是一样的，可以只保留一个next就可以实现两个方法了。那么我们可以提前跑next方法，缓存两个值。

以下是改进后的速度提升了一倍。

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class NestedIterator2(object):
    def __init__(self, nestedList):
        """
        Initialize your data structure here.
        :type nestedList: List[NestedInteger]
        """
        self.q = [(nestedList, 0)]
        self.next_val = self.next0()
        if self.next_val is not None :
            self.has_next = True
        else:
            self.has_next = False

    def next(self):
        curr_val = self.next_val
        if self.has_next:
            self.next_val = self.next0()

        if self.next_val is not None:
            self.has_next = True
        else:
            self.has_next = False

        return curr_val

    def hasNext(self):
        """
        :rtype: bool
        """
        return self.has_next

    def next0(self):
        """
        :rtype: int
        """

        val = None
        not_find = True
        while self.q and not_find:
            arr, num = self.q.pop()
            if num < len(arr):
                ele = arr[num]
                if isinstance(ele, int):
                    val = ele
                    not_find = False
                    self.q.append((arr, num + 1))
                else:
                    self.q.append((arr, num + 1))
                    self.q.append((ele, 0))

        return None if not_find else val
]]> + + + + + + leetcode + + 算法 + + python + + + + + + + + + [leetcode 337]打败了100%的解法 + + /zh-hans/2018/02/24/2018-2-24-robber-3/ + + 题目概述

原题链接

The thief has found himself a new place for his thievery again. There is only one entrance to this area, called the "root." Besides the root, each house has one and only one parent house. After a tour, the smart thief realized that "all houses in this place forms a binary tree". It will automatically contact the police if two directly-linked houses were broken into on the same night.Determine the maximum amount of money the thief can rob tonight without alerting the police.
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Example 1:
     3
    / \
   2   2
    \   \ 
     4   1
Maximum amount of money the thief can rob = 3 + 4 + 1 = 8.

最快的解法

以下代码打败了100%的其它python3解法。带记忆体的递归，也就是动态规划。

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class Solution:

    def rob(self, root):
        """
        :type root: TreeNode
        :rtype: int
        """
        self.memo = {}
        return self.dp(root)

    def dp(self, root):
        if root is None:
            return 0
        else:
            if root in self.memo :
                return self.memo[root]

            v1 = self.dp(root.left) + self.dp(root.right)

            v2 = root.val
            if root.left is not None:
                v2 += self.dp(root.left.left) + self.dp(root.left.right)
            if root.right is not None:
                v2 += self.dp(root.right.left) + self.dp(root.right.right)
            self.memo[root] = max(v1, v2)
            return self.memo[root]

截图留念

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              You are Here!
Your runtime beats 100.00% of python3 submissions.

robber3_submit_result

]]> + + + + + + leetcode + + 算法 + + python + + + + + + + + + 从大文件中找到出现次数最多的10个数 + + /zh-hans/2017/11/27/find-top-n/ + + 问题

这是一个经典题，面试的时候经常会遇到。例如：文件的内容如下

263294618494842903696555409543818715548514528615101087211366669837

每行一个数字，找到出现次数最多的数。通常的解法是遍历文件一遍，用hashmap维护一个(number => freq)，然后用最小堆找到最大的10个数。

用Trie代替Hashmap

如果内存很小，hashmap放不下怎么办呢？可以使用Trie来代替HashMap。但是我们这里的Trie在insert一个串的时候会在叶子节点用一个count来计数。这里的叶子节点特指isEnd为true的TrieNode。通常Trie用于匹配字符串，会有startsWith方法。但是我们这里不需要这个方法，而需要一个遍历所有叶子节点的方法traverseLeaf。下面就是我们的Trieclass。

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package ym.parallel;

import org.slf4j.Logger;
import org.slf4j.LoggerFactory;

import java.util.ArrayDeque;
import java.util.Deque;
import java.util.HashMap;
import java.util.Map;

/**
 * Created by ym on 11/26/2017.
 */
public class Trie {

    private static final Logger logger = LoggerFactory.getLogger(Trie.class);
    private TrieNode root;

    public Trie() {
        root = new TrieNode(null);
    }

    public void insert(String s) {
        int n = s.length();
        TrieNode parent = root;
        TrieNode child = null;
        for (int i = 0; i < n; i++) {
            Character c = s.charAt(i);

            if (parent.contains(c)) {
                child = parent.get(c);
            } else {
                child = new TrieNode(c);
                parent.put(c, child);
                child.parent = parent;
            }

            if (i == n - 1) {
                child.isEnd = true;
                child.count += 1;
            }
            parent = child;
        }
    }

    public void traverseLeaf(TrieClient client) {
        Deque<TrieNode> deque = new ArrayDeque<>();
        deque.push(root);

        while (!deque.isEmpty()) {
            TrieNode tmp = deque.pop();
            if (tmp.isEnd) {
                client.visit(tmp);
            }

            for (Map.Entry<Character, TrieNode> entry : tmp.children.entrySet()) {
                deque.push(entry.getValue());
            }
        }
    }

    public static class TrieNode {
        private HashMap<Character, TrieNode> children = new HashMap<>();
        private boolean isEnd = false;
        private Character c;
        private Integer count = 0;
        private TrieNode parent = null;

        TrieNode(Character c) {
            this.c = c;
        }

        public void put(Character c, TrieNode node) {
            children.putIfAbsent(c, node);
        }

        public boolean contains(Character c) {
            return children.containsKey(c);
        }

        public TrieNode get(Character c) {
            return children.get(c);
        }

        public Integer getCount() {
            return this.count;
        }

        public String getString() {
            StringBuilder s = new StringBuilder();
            TrieNode node = this;
            while (node.c != null) {
                s.insert(0, node.c.toString());
                node = node.parent;
            }
            return s.toString();
        }
    }

    public interface TrieClient {

        default void visit(TrieNode node) {
            logger.info(node.getString() + ":" + node.count);
        }
    }

    public static void main(String[] args) {
        Trie trie = new Trie();
        trie.insert("abc");
        trie.insert("ab");
        trie.insert("ab");
        trie.insert("cde");
        trie.insert("cde");
        trie.traverseLeaf(new TrieClient() {});

    }

}

运行main的结果如下：

2017-11-27 10:40:52 INFO  Trie:103    cde:22017-11-27 10:40:52 INFO  Trie:103    ab:22017-11-27 10:40:52 INFO  Trie:103    abc:1

用Trie实现的Java代码

这个Trie怎么用呢？以下是完整的代码。

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package ym.parallel;

import com.google.common.base.MoreObjects;
import org.junit.Before;
import org.junit.Test;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;

import java.io.BufferedReader;
import java.io.File;
import java.io.FileReader;
import java.io.IOException;
import java.util.HashMap;
import java.util.Map;
import java.util.PriorityQueue;

/**
 * Created by ym on 11/26/2017.
 */
public class SolutionTrie {

    private static final Logger logger = LoggerFactory.getLogger(SolutionTrie.class);

    private static String path;
    private static Trie trie = new Trie();
    private static PriorityQueue<IPCounter> heap = new PriorityQueue<>(10);

    @Before
    public void setUp() {
        path = "d:/tmp/log_ip.txt";
    }


    @Test
    public void findTopTen() {

        logger.info("compute begin");
        try (BufferedReader br = new BufferedReader(new FileReader(new File(path)));) {
            String line = null;
            while ((line = br.readLine()) != null) {
                trie.insert(line);
            }

        } catch (IOException e) {
            e.printStackTrace();
        }
        logger.info("read complete.");

        trie.traverseLeaf(new Trie.TrieClient() {
            @Override
            public void visit(Trie.TrieNode node) {
                IPCounter ipCounter = new IPCounter(node.getString(), node.getCount());
                if (heap.size() < 10) {
                    heap.add(ipCounter);
                } else {
                    if (heap.peek().count < ipCounter.count) {
                        heap.poll();
                        heap.add(ipCounter);
                    }
                }
            }
        });

        while (!heap.isEmpty()) {
            logger.info(heap.poll().toString());
        }
        logger.info("compute end");
    }


    private static class IPCounter implements Comparable {
        private String ip;
        private Integer count;

        public IPCounter(String ip, Integer count) {
            this.ip = ip;
            this.count = count;
        }


        @Override
        public int compareTo(Object o) {
            IPCounter ipCounter = (IPCounter) o;
            return this.count.compareTo(ipCounter.count);
        }

        @Override
        public String toString() {
            return MoreObjects.toStringHelper(this).add("Ip", ip).add("count", count).toString();
        }
    }
}

]]> + + + + + + algorithm + + java + + trie + + + + + + + + + [leetcode 312]Burst Balloons原创解法 + + /zh-hans/2017/10/07/leetcode-312/ + + 题目概述

312原题链接

Given n balloons, indexed from 0 to n-1. Each balloon is painted with a number on it represented by array nums. You are asked to burst all the balloons. If the you burst balloon i you will get nums[left] * nums[i] * nums[right] coins. Here left and right are adjacent indices of i. After the burst, the left and right then becomes adjacent.Find the maximum coins you can collect by bursting the balloons wisely.examples:nums = [3,1,5,8] --> [3,5,8] -->   [3,8]   -->  [8]  --> []coins =  3*1*5      +  3*5*8    +  1*3*8      + 1*8*1   = 167

简单直接的解法

遍历回溯法，建立一个集合，把遍历过的数字放在该集合里。算法的复杂度是O(n!)。解法如下

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class Solution1(object):
    def maxCoins(self, nums):
        """
        :type nums: List[int]
        :rtype: int
        """
        path = []
        max_path = [path]
        max = [0]
        s = [0]
        D = set()
        self.find(nums, path, D, s, max, max_path)
        print(max_path[0])
        return max[0]

    def find(self, nums, path, D, s, max, max_path):
        if len(path) == len(nums):
            if s[0] > max[0]:
                max[0] = s[0]
                max_path[0] = path[:]
        else:
            for i in range(len(nums)):
                if i not in D:
                    path.append(i)
                    D.add(i)
                    tmp = self.compute(i, nums, D)
                    s[0] += tmp
                    self.find(nums, path, D, s, max, max_path)
                    path.pop()
                    D.remove(i)
                    s[0] -= tmp

    def compute(self, i, nums, D):
        left, right = 1, 1
        for j in range(i - 1, -1, -1):
            if j not in D:
                left = nums[j]
                break
        for k in range(i + 1, len(nums)):
            if k not in D:
                right = nums[k]
                break
        return left * right * nums[i]

回顾矩阵链解法

以上的方法无疑会超时，但是它是我们理解问题，验证其它算法的基础。我们希望能够得到一个多项式时间的解法，按照以往的经验，我们如果能够找到一个贪心算法是最好的，但是如果我们能够有一个贪心算法，那么也一定能够有一个动态规划方法。CRLS对贪心和动态规划做了清楚的描述，核心都是要找到最优子结构，并且证明存在最优子结构——这其实也是最难的部分，因为动态规划方法从来只是一个思想，本质上不过是 递归的一种优化而已。

CRLS中在动态规划一章中用了几个例子来详细展示动态规划方法。其中第二个例子就是矩阵链问题————如果有一个矩阵链A1*A2*A3*A4，其中A1是1x5的矩阵，A2是5x1的矩阵，A3是1x5的矩阵，A4是5x1的矩阵。那么先计算A1*A2和A3*A4则是比较好的，代价较小都是1x5x1=5。而A2*A3则是比较糟糕的，因为A2*A3的计算代价是5x1x5=25。

对给定的两个矩阵相乘A_ik*A_kj,计算的代价是i*k*j。

等价转换

矩阵链中计算的代价是三个数相乘，而我们这里也是三个数字相乘。对于三个气球（数字）5·1·5，如果戳破第一个气球（数字），则得分（代价）是1x5x1，如果戳破第二个气球（数字）得分（代价）是5x1x5，戳破第三个气球（数字）得分（代价）是1x5x1。对于1x5x1可以转换为1x5的矩阵和5x1的矩阵的代价。5x1x5，可以转换为5x1的矩阵和1x5的矩阵的代价。最终，三个数字5·1·5可以等价转换为求解四个矩阵A1*A2*A3*A4的最大计算代价的问题。所以第一步就是把n个数字转换为n+1个矩阵表示，第二步就是把矩阵链问题的递归求解中的min改成max。如果这两个问题是等价的，那么我们的解法一定可以通过测试。并且似乎也不用去证明了。（其实这是最难的部分。）

以下是通过的memoization解法，算法的复杂度是O(n^2)，与矩阵链问题的复杂度一样：

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class Solution2(object):
    def maxCoins(self, nums):
        """
        :type nums: List[int]
        :rtype: int
        """
        n = len(nums)
        list = self.get(nums) # 转换为n+1个矩阵的表示。每个pair tuple对应矩阵的长和宽。
        print(list)
        n += 1
        m = [[None] * n for i in range(n)] # 声明一个子问题空间是n^2的记忆体
        print(m)
        for i in range(n):
            m[i][i] = 0

        return self.recursive(list, m, 0, n - 1)

    def get(self, nums):
        n = len(nums)
        list = [(1, nums[0])]
        for i in range(n):
            if (i + 1 < n):
                list.append((nums[i], nums[i + 1]))
            else:
                list.append((nums[i], 1))
        return list

    def recursive(self, list, m, i, j):
        if m[i][j] is not None:
            return m[i][j]
        else:
            max = -1
            for k in range(i, j):
                a = self.recursive(list, m, i, k)
                b = self.recursive(list, m, k + 1, j)
                v = a + b + list[i][0] * list[k][1] * list[j][1]
                if v > max :
                    max = v
            m[i][j] = max
            return m[i][j]
]]> + + + + + + leetcode + + 算法 + + python + + + + + + + + + How to resize VirtualBox fixed image size and keep contents unchanged ? + + /zh-hans/2017/07/09/2017-7-9-resize-fixed-image/ + + 问题

如何更改镜像文件的大小呢，尤其是如何把一个固定大小的镜像变大，并且之前的内容完全不改变。我尝试了一些方法，比如下面的几个步骤。1.查看信息，2.克隆新的vdi，3.调整大小，4.再查看信息。

VBoxManage showhdinfo mydisk.vdi
VBoxManage clonehd mydisk.vdi mydiskClone.vdi
VBoxManage modifyhd mydiskClone.vdi –resize 61440
VBoxManage showhdinfo mydiskClone.vdi

这个方法的确是调整了大小，不过镜像文件变成了dynamic size而不是fixed size。这还好了，最麻烦的是，当使用新的vdi的时候，发现自己的用户已经无法登陆，只能使用root用户登陆了。这是无法接受的。

用GParted实现

幸运的是有人给出了详细的方法。

resize-method

我来解释一下，其中最核心的就是

dd if=/dev/sda of=/dev/sdb

执行完成这个语句之后，不要进行分区等任何操作。（虽然看到新增加的磁盘处于未分配的状态。）直接单独挂载这个磁盘启动。果然可以登陆，一切照旧。但是只是这样并没有完成磁盘空间变大。只是实现了内容的复制。要想扩大，就需要使用GParted进行resize了。重新使用GParted Live CD进入新磁盘的分区图形界面，可以发现新磁盘的某些空间已经进行分区，但是还有部分空间没有进行分区。在我这里是这样显示的

 ------------------------------------------------------ |     sda            |  swap  |     unallocated      |    ------------------------------------------------------
  1. 首先删掉swap交换分区。这样/dev/sda分区紧接着就是未分配的空间了。
  2. 接着resize sda分区。留几百兆做swap交换分区。
  3. 最后创建一个交换分区。

最后重启。应该会发现无法登陆，出现这样一个提示a start job is running for dev-disk-by…。耐心等待一下，发现还是可以正常登陆的。而且磁盘的空间变大了。一切似乎不错。

解决最后的小问题

重启一下看看，发现还是有a start job is running for dev-disk-by…这个提示，需要等待一两分钟，真是糟糕。别担心，这是因为重新创建了swap交换分区的缘故。有人已经给出了解决办法。

To avoid the issue, in /etc/fstab you can eitherReplace the swap UUID with the new one (run sudo blkid to find it) after the primary partition resizing.

reset-swap-uuid

重启，问题解决了。

]]> + + + + + + image + + resize + + virutalbox + + + + + + + + + Gradle脚本实现web开发框架的一键构建 + + /zh-hans/2017/05/24/2017-5-24-gradle-build-project/ + + 问题

Java世界里构建项目用什么工具呢，ant，maven和gradle。maven非常流行，原因无非是maven仓库和项目架构的约定。但是ant构建过程更加容易理解，因为ant展示了所有的操作。gradle拥有基于groovy语言的DSL语言且继承了maven仓库的思想所以笔者认为未来是属于gradle的。

特别是最近在搭建springmvc-jpa-mysql开发框架的时候，发现怎么也找不到一个archetype可以做到一键构建demo project。

何谓一键构建

何谓一键构建呢，有人用maven也可以很快搭建一个，通常可以把之前的项目复制一份修改一下，似乎没有那么麻烦。但笔者还是觉得执行几个命令，回车一下就构建完成，更加让人舒心。如图所示，创建一个空项目dir，然后把build.gradle放入该路径下，执行

gradle initgradle build -x testgradle run

就可以在浏览器里访问http://localhost:8080/greeting?name=GoodJob链接了。以下是过程展示。当然了因为jar包都已经下载过了，所以似乎还比较快。否则的话一定会联网下载jar包的。gradle-build-process

以下导入IDEA中后所示的文件结构。gradle-project-structure

build.gradle文件内容

build.gradle构建基于spring-boot的springmvc-jpa-mysql框架demo项目的脚本如下。该脚本一目了然，无需赘述。

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def createFile = { String path, String content ->
    File f = file(path)
    if (f.exists()) {
        f.delete()
    }
    f.withWriter("UTF-8") { writer ->
        writer.write(content)
    }
}

task init(type: InitBuild, dependsOn : ["bak-build-file", "create-dirs", "create-files"]) {
    doLast {
        String buildGradleContent = '''
buildscript {
    repositories {
        mavenCentral()
    }
    dependencies {
        classpath("org.springframework.boot:spring-boot-gradle-plugin:1.5.2.RELEASE")
    }
}


apply plugin: 'java\'
apply plugin: 'eclipse\'
apply plugin: 'idea\'
apply plugin: 'application\'
apply plugin: 'org.springframework.boot\'

jar {
    baseName = 'spring-boot-demo\'
    version = '0.1.0\'
}

repositories {
    mavenCentral()
}

sourceCompatibility = 1.8
targetCompatibility = 1.8

dependencies {
    compile("org.springframework.boot:spring-boot-starter-web") {
        exclude module: "spring-boot-starter-tomcat"
    }
    compile("org.springframework.boot:spring-boot-starter-jetty")
    compile("org.springframework.boot:spring-boot-starter-actuator")
    compile("org.springframework.boot:spring-boot-starter-thymeleaf")
    compile("org.springframework.boot:spring-boot-starter-data-jpa")
    compile("org.springframework.boot:spring-boot-devtools")

    compile("mysql:mysql-connector-java")
    compile("org.apache.commons:commons-lang3:3.5")
    testCompile("junit:junit")
    testCompile("org.springframework.boot:spring-boot-starter-test")
}

mainClassName = "hello.Application"
'''
        createFile("build.gradle", buildGradleContent)
    }
}

task "bak-build-file"(type: Copy) {
    from "build.gradle"
    into "build.gradle.bak"
}

task "create-dirs" {
    description "create spring-boot-jpa-test project dirs."
    doLast {
        file("src/main/java/hello").mkdirs()
        file("src/main/resources/templates").mkdirs()
        file("src/main/webapp/WEB-INF/classes").mkdirs()
        file("src/test/java/hello").mkdirs()
        file("src/test/resources").mkdirs()
    }
}



task "create-files" {
    description "create spring-boot-jpa-test related files."
    doLast {
        String ApplicationContent, HelloControllerContent, UserRepositoryContent, UserContent, GreetingControllerContent
        String ApplicationTestsContent, ServletInitializerContent, HelloControllerTestContent
        String applicationPropertiesContent
        String webXmlContent, indexJspContent, greetingHtmlContent

        ApplicationContent = '''
package hello;

import java.util.Arrays;

import org.springframework.boot.CommandLineRunner;
import org.springframework.boot.SpringApplication;
import org.springframework.boot.autoconfigure.SpringBootApplication;
import org.springframework.context.ApplicationContext;
import org.springframework.context.annotation.Bean;

@SpringBootApplication
public class Application {

    public static void main(String[] args) {
        SpringApplication.run(Application.class, args);
    }

    @Bean
    public CommandLineRunner commandLineRunner(ApplicationContext ctx) {
        return args -> {

            System.out.println("Let's inspect the beans provided by Spring Boot:");

            String[] beanNames = ctx.getBeanDefinitionNames();
            Arrays.sort(beanNames);
            for (String beanName : beanNames) {
                //System.out.println(beanName);
            }

        };
    }

}

'''
        HelloControllerContent = '''
package hello;

import org.springframework.web.bind.annotation.RestController;
import org.springframework.web.bind.annotation.RequestMapping;

@RestController
public class HelloController {

    @RequestMapping("/")
    public String index() {
        return "Greetings from Spring Boot!";
    }

}
'''
        UserRepositoryContent = '''
package hello;

import org.springframework.data.jpa.repository.JpaRepository;
import org.springframework.data.jpa.repository.Query;
import org.springframework.data.repository.query.Param;

/**
 * Created by YM on 5/16/2017.
 */
public interface UserRepository extends JpaRepository<User, Long> {

    User findByName(String name);
    User findByNameAndAge(String name, Integer age);

    @Query("from User u where u.name=:name")
    User findUser(@Param("name") String name);
}
'''
        UserContent = '''
package hello;

import javax.persistence.Column;
import javax.persistence.Entity;
import javax.persistence.GeneratedValue;
import javax.persistence.Id;

/**
 * Created by YM on 5/16/2017.
 */
@Entity
public class User {

    @Id
    @GeneratedValue
    private Long id;
    @Column(nullable = false)
    private String name;
    @Column(nullable = false)
    private Integer age;

    public User() {
    }

    public User(String name, int age) {
        this.name = name;
        this.age = age;
    }

    public Integer getAge() {
        return age;
    }

    public String getName() {
        return name;
    }

    public Long getId() {
        return id;
    }

    public void setAge(Integer age) {
        this.age = age;
    }

    public void setId(Long id) {
        this.id = id;
    }

    public void setName(String name) {
        this.name = name;
    }
}
'''
        ApplicationTestsContent = '''
import hello.Application;
import hello.User;
import hello.UserRepository;
import java.util.Date;
import org.apache.commons.lang3.time.DateUtils;
import org.junit.Assert;
import org.junit.Test;
import org.junit.runner.RunWith;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.boot.test.context.SpringBootTest;
import org.springframework.test.context.junit4.SpringJUnit4ClassRunner;
import org.springframework.test.context.junit4.SpringRunner;

/**
 * Created by YM on 5/16/2017.
 */
@RunWith(SpringRunner.class)
@SpringBootTest(classes = Application.class)
public class ApplicationTests {
    @Autowired
    private UserRepository userRepository;

    @Test
    public void test() throws Exception {
        // 创建10条记录
        userRepository.save(new User("AAA", 10));
        userRepository.save(new User("BBB", 20));
        userRepository.save(new User("CCC", 30));
        userRepository.save(new User("DDD", 40));
        userRepository.save(new User("EEE", 50));
        userRepository.save(new User("FFF", 60));
        userRepository.save(new User("GGG", 70));
        userRepository.save(new User("HHH", 80));
        userRepository.save(new User("III", 90));
        userRepository.save(new User("JJJ", 100));
        // 测试findAll, 查询所有记录
        Assert.assertEquals(10, userRepository.findAll().size());
        // 测试findByName, 查询姓名为FFF的User
        Assert.assertEquals(60, userRepository.findByName("FFF").getAge().longValue());
        // 测试findUser, 查询姓名为FFF的User
        Assert.assertEquals(60, userRepository.findUser("FFF").getAge().longValue());
        // 测试findByNameAndAge, 查询姓名为FFF并且年龄为60的User
        Assert.assertEquals("FFF", userRepository.findByNameAndAge("FFF", 60).getName());
        // 测试删除姓名为AAA的User
        userRepository.delete(userRepository.findByName("AAA"));
        // 测试findAll, 查询所有记录, 验证上面的删除是否成功
        Assert.assertEquals(9, userRepository.findAll().size());
    }
}
'''
        GreetingControllerContent = '''
package hello;


import org.springframework.stereotype.Controller;
import org.springframework.ui.Model;
import org.springframework.web.bind.annotation.RequestMapping;
import org.springframework.web.bind.annotation.RequestParam;

@Controller
public class GreetingController {

    @RequestMapping("/greeting")
    public String greeting(@RequestParam(value = "name", required = false, defaultValue = "World") String name,
            Model model) {
        model.addAttribute("name", name);
        return "greeting";
    }

}
'''
        ServletInitializerContent = '''
package hello;

import org.springframework.boot.builder.SpringApplicationBuilder;
import org.springframework.boot.web.support.SpringBootServletInitializer;

/**
 * Created by YM on 5/16/2017.
 */
public class ServletInitializer extends SpringBootServletInitializer {

    @Override
    protected SpringApplicationBuilder configure(SpringApplicationBuilder builder) {
        return builder.sources(hello.Application.class);
    }
}
'''
        HelloControllerTestContent = '''
package hello;

import static org.hamcrest.Matchers.equalTo;
import static org.junit.Assert.assertThat;

import java.net.URL;

import org.junit.Before;
import org.junit.Test;
import org.junit.runner.RunWith;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.boot.context.embedded.LocalServerPort;
import org.springframework.boot.test.context.SpringBootTest;
import org.springframework.boot.test.web.client.TestRestTemplate;
import org.springframework.http.ResponseEntity;
import org.springframework.test.context.junit4.SpringRunner;

@RunWith(SpringRunner.class)
@SpringBootTest(webEnvironment = SpringBootTest.WebEnvironment.RANDOM_PORT)
public class HelloControllerTest {

    @LocalServerPort
    private int port;

    private URL base;

    @Autowired
    private TestRestTemplate template;

    @Before
    public void setUp() throws Exception {
        this.base = new URL("http://localhost:" + port + "/");
    }

    @Test
    public void getHello() throws Exception {
        ResponseEntity<String> response = template.getForEntity(base.toString(),
                String.class);
        assertThat(response.getBody(), equalTo("Greetings from Spring Boot!"));
    }
}
'''
        createFile("src/main/java/hello/Application.java", ApplicationContent)
        createFile("src/main/java/hello/HelloController.java", HelloControllerContent)
        createFile("src/main/java/hello/UserRepository.java", UserRepositoryContent)
        createFile("src/main/java/hello/User.java", UserContent)
        createFile("src/main/java/hello/GreetingController.java", GreetingControllerContent)
        createFile("src/main/java/hello/ServletInitializer.java", ServletInitializerContent)
        createFile("src/test/java/ApplicationTests.java", ApplicationTestsContent)
        createFile("src/test/java/hello/HelloControllerTest.java", HelloControllerTestContent)

        applicationPropertiesContent = '''
spring.datasource.driverClassName=
spring.datasource.url=jdbc:mysql://localhost:3306/test
spring.datasource.username=root
spring.datasource.password=root
spring.jpa.properties.hibernate.hbm2ddl.auto=create
'''
        createFile("src/main/resources/application.properties", applicationPropertiesContent)
        println "Please modify src/main/resources/application.properties"

        webXmlContent = '''
<!DOCTYPE web-app PUBLIC
 "-//Sun Microsystems, Inc.//DTD Web Application 2.3//EN"
 "http://java.sun.com/dtd/web-app_2_3.dtd" >

<web-app>
  <display-name>Archetype Created Web Application</display-name>
</web-app>
'''
        indexJspContent = '''
<html>
<body>
<h2>Hello World!</h2>
</body>
</html>
'''
        greetingHtmlContent = '''
<!DOCTYPE HTML>
<html xmlns:th="http://www.thymeleaf.org">
<head>
    <title>Getting Started: Serving Web Content</title>
    <meta http-equiv="Content-Type" content="text/html; charset=UTF-8" />
</head>
<body>
<p th:text="'Hello, ' + ${name} + '!'" />
</body>
</html>
'''
        createFile("src/main/webapp/WEB-INF/web.xml", webXmlContent)
        createFile("src/main/webapp/index.jsp", indexJspContent)
        createFile("src/main/resources/templates/greeting.html", greetingHtmlContent)

    }
}

]]> + + + + + + java + + gradle + + build + + + + + + + + + Write a simple parser for MiniLisp by using JavaCC + + /zh-hans/2017/05/19/2017-5-19-javacc-minilisp/ + + MiniLisp是什么？

MiniLisp是一个只用几百行代码实现的Lisp。以下是实现的基本特性。

  • integers, symbols, cons cells,
  • global variables,
  • lexically-scoped local variables,
  • closures,
  • if conditional,
  • primitive functions, such as +, =, <, or list,
  • user-defined functions,
  • a macro system,
  • and a copying garbage collector.

在笔者看来真是麻雀虽小五脏俱全啊。这是一个非常值得研究的项目。

JavaCC是什么？

JavaCC据说是一个非常易用好理解的LL(k)的Parser生成工具。说它好理解是指它生成的Java代码要比LR类型的容易理解。毕竟LL是Top-Down Parser呀。笔者以前只用过LR(1)类型的工具，JavaCC则从来没用过。

MiniLisp的BNF语法描述没有怎么办？

MiniLisp的作者并没有使用yacc等工具，而是自己手写的Top-Down Parser。所以无法得到MiniLisp的BNF描述。

没关系，既然是Lisp方言，那么先看看传统的Lisp的BNF语法是什么。这里有一个简单的BNF版本BNF rules of LISP

s_expression = atomic_symbol \              / "(" s_expression "."s_expression ")" \              / list list = "(" s_expression < s_expression > ")"atomic_symbol = letter atom_partatom_part = empty / letter atom_part / number atom_partletter = "a" / "b" / " ..." / "z"number = "1" / "2" / " ..." / "9"empty = " "

想要实现MiniLisp的Parser，首先要理解这个BNF规则。

MiniLisp的jj文件

以下是用JavaCC生成MiniLisp Parser的jj文件。用javacc编译之后，会报一个警告117行和118行发生conflict。但是笔者已经加上LOOKAHEAD(2)了。不知道为什么还警告，而且也单独对这部分进行了测试，完全没有问题。另外，这个生成的Parser并没有构造AST。

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options {
  STATIC = false;
  DEBUG_PARSER = true;
  DEBUG_LOOKAHEAD = true;
  DEBUG_TOKEN_MANAGER = false;
  ERROR_REPORTING = true;
  JAVA_UNICODE_ESCAPE = false;
  UNICODE_INPUT = false;
  IGNORE_CASE = false;
  USER_TOKEN_MANAGER = false;
  USER_CHAR_STREAM = false;
  BUILD_PARSER = true;
  BUILD_TOKEN_MANAGER = true;
  SANITY_CHECK = true;
  FORCE_LA_CHECK = true;
}

PARSER_BEGIN(MiniLisp)

package ym.minilisp;

import ym.minilisp.node.*;
import java.util.*;

public class MiniLisp {

  /** Main entry point. */
  public static void main(String args[]) throws ParseException {
    MiniLisp parser = new MiniLisp(System.in);
    parser.Input();
  }

}
PARSER_END(MiniLisp)


TOKEN :
{
      <EMPTY: [" ","\t","\n","\r"] ([" ","\t","\n","\r"])*>
    | <LP: "(">
    | <RP: ")">
    | <DOT: ".">
    | <MINUS: "-">
    | <PLUS: "+">
    | <EQ: "=">
    | <AND: "and">
    | <NOT: "not">
    | <OR: "or">
    | <GT: ">">
    | <LT: "<">
    | <LE: "<=">
    | <GE: ">=">
    | <SQUOTE: "'">
    | <QUOTE: "quote">
    | <NUM: ["1"-"9"] ( ["0"-"9"] )* | "0">
    | <ID: (["a"-"z","A"-"Z","_","@","?","$","%","*"]) (~["\n","\r"," ","(",")","\t","#",";","{","}","[","]"])* >
    | <COMMENT: ([";"])(~["\n","\r"])* ["\n","\r"]>
}


/** Root production. */
void Input() :
{}
{
    ( Expr() )*  <EOF>
}

void Expr():
{}
{
      NonSExpr()
    | SExpr()
}


void NonSExpr():
{}
{
    <EMPTY>
   |<COMMENT>
}


void SExpr() :
{}
{
      SymbolExpr()
    | <LP> (NonSExpr())* (SExpr() (NonSExpr())* )*  [<DOT> (NonSExpr())*  (SExpr() (NonSExpr())* )*] <RP>
    | SQuoteExpr()
}

void SQuoteExpr():
{}
{
    <SQUOTE> SExpr()
}


void SymbolExpr():
{}
{
    Symbol() LOOKAHEAD({ getToken(1).kind == LP || getToken(1).kind == RP|| getToken(1).kind == DOT || getToken(1).kind == COMMENT || getToken(1).kind == EMPTY })
}

void Symbol():
{}
{
       <PLUS>
    |  <EQ>
    |  <AND>
    |  <NOT>
    |  <OR>
    |  <GT>
    |  <LT>
    |  <LE>
    |  <GE>
    |  LOOKAHEAD(2) <MINUS> <NUM>
    |  <MINUS>
    |  <NUM>
    |  <ID>
}

测试代码

以下是对生成的MiniLisp.java文件进行测试的类。其中test14和test15是对MiniLisp项目下的life.lisp和nqueens.lisp文件内容完整解析测试。没有报错，说明jj中的规则可以解析MiniLisp。

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package ym.minilisp;

import java.io.StringReader;
import junit.framework.TestCase;
import org.junit.Test;

public class TestParser extends TestCase {

    @Test
    public void test1() throws ParseException {
        String s = "((a.b).(b.(c)))";
        call(s);
    }

    @Test
    public void test2() throws ParseException {
        String s = "(a b c)";
        call(s);
        s = "(a b . c)";
        call(s);
    }

    @Test
    public void test3() throws ParseException {
        String s = "(a .(b c))";
        call(s);
    }

    @Test
    public void test4() throws ParseException {
        String s = " ( ( a b ) . ( b c ) ) ";
        call(s);
    }

    @Test
    public void test5() throws ParseException {
        String s = "( a ( a b )  ( b c ) ) ";
        call(s);
    }

    @Test
    public void test6() throws ParseException {
        String s = "(define a 1) (define b -1) ";
        call(s);
    }

    @Test
    public void test7() throws ParseException {
        String s = " (+ 1 -2 a b (- 1 2)) ";
        call(s);
    }

    @Test
    public void test8() throws ParseException {
        String s = " (defun next (board x y)\n"
                + "  (let c (count board x y)\n"
                + "       (if (alive? board x y)\n"
                + "           (or (= c 2) (= c 3))\n"
                + "         (= c 3))))";
        System.out.println(s);
        call(s);
    }

    @Test
    public void test9() throws ParseException {
        String s = "(defun count (board x y)\n"
                + "  (let at (lambda (x y)\n"
                + "            (if (alive? board x y) 1 0))\n"
                + "       (+ (at (- x 1) (- y 1))\n"
                + "          (at (- x 1) y)\n"
                + "          (at (- x 1) (+ y 1))\n"
                + "          (at x (- y 1))\n"
                + "          (at x (+ y 1))\n"
                + "          (at (+ x 1) (- y 1))\n"
                + "          (at (+ x 1) y)\n"
                + "          (at (+ x 1) (+ y 1)))))";
        System.out.println(s);
        call(s);
    }

    @Test
    public void test10() throws ParseException {
        String s = " '(+ 1 2) ";
        call(s);
    }

    @Test
    public void test11() throws ParseException {
        String s = "(cons '1 '2)";
        call(s);
    }

    @Test
    public void test12() throws ParseException {
        String s = "(defmacro progn (expr . rest)\n"
                + "  (list (cons 'lambda (cons () (cons expr rest)))))";
        call(s);
    }

    @Test
    public void test13() throws ParseException {
        String s = ";;fadfsdfasdfasdfasdfa\n"
                + "(cons '1 '2)";
        call(s);
    }

    @Test
    public void test131() throws ParseException {
        String s = "(cons ;;fadfsdfasdfasdfasdfa\n"
                + "  '1 '2)";
        call(s);
    }

    @Test
    public void test132() throws ParseException {
        String s = ";;fadfsdfasdfasdfasdfa\n"
                + "  \n"
                + ";;fadfsdfasdfasdfasdf\n";

        call(s);
    }

    @Test
    public void test133() throws ParseException {
        String s = "(list ;;fadfsdfasdfasdfasdfa\n"
                + "  a  ;;fadfsdfasdfasdfasdfa\n "
                + "b)";
        call(s);
    }

    @Test
    public void test14() throws ParseException {
        String s = ";;;\n"
                + ";;; Conway's game of life\n"
                + ";;;\n"
                + "\n"
                + ";; (progn expr ...)\n"
                + ";; => ((lambda () expr ...))\n"
                + "(defmacro progn (expr . rest)\n"
                + "  (list (cons 'lambda (cons () (cons expr rest)))))\n"
                + "\n"
                + "(defun list (x . y)\n"
                + "  (cons x y))\n"
                + "\n"
                + "(defun not (x)\n"
                + "  (if x () t))\n"
                + "\n"
                + ";; (let var val body ...)\n"
                + ";; => ((lambda (var) body ...) val)\n"
                + "(defmacro let (var val . body)\n"
                + "  (cons (cons 'lambda (cons (list var) body))\n"
                + "\t(list val)))\n"
                + "\n"
                + ";; (and e1 e2 ...)\n"
                + ";; => (if e1 (and e2 ...))\n"
                + ";; (and e1)\n"
                + ";; => e1\n"
                + "(defmacro and (expr . rest)\n"
                + "  (if rest\n"
                + "      (list 'if expr (cons 'and rest))\n"
                + "    expr))\n"
                + "\n"
                + ";; (or e1 e2 ...)\n"
                + ";; => (let <tmp> e1\n"
                + ";;      (if <tmp> <tmp> (or e2 ...)))\n"
                + ";; (or e1)\n"
                + ";; => e1\n"
                + ";;\n"
                + ";; The reason to use the temporary variables is to avoid evaluating the\n"
                + ";; arguments more than once.\n"
                + "(defmacro or (expr . rest)\n"
                + "  (if rest\n"
                + "      (let var (gensym)\n"
                + "           (list 'let var expr\n"
                + "                 (list 'if var var (cons 'or rest))))\n"
                + "    expr))\n"
                + "\n"
                + ";; (when expr body ...)\n"
                + ";; => (if expr (progn body ...))\n"
                + "(defmacro when (expr . body)\n"
                + "  (cons 'if (cons expr (list (cons 'progn body)))))\n"
                + "\n"
                + ";; (unless expr body ...)\n"
                + ";; => (if expr () body ...)\n"
                + "(defmacro unless (expr . body)\n"
                + "  (cons 'if (cons expr (cons () body))))\n"
                + "\n"
                + ";;;\n"
                + ";;; Numeric operators\n"
                + ";;;\n"
                + "\n"
                + "(defun <= (e1 e2)\n"
                + "  (or (< e1 e2)\n"
                + "      (= e1 e2)))\n"
                + "\n"
                + ";;;\n"
                + ";;; List operators\n"
                + ";;;\n"
                + "\n"
                + ";;; Applies each element of lis to fn, and returns their return values as a list.\n"
                + "(defun map (lis fn)\n"
                + "  (when lis\n"
                + "    (cons (fn (car lis))\n"
                + "\t  (map (cdr lis) fn))))\n"
                + "\n"
                + ";; Returns nth element of lis.\n"
                + "(defun nth (lis n)\n"
                + "  (if (= n 0)\n"
                + "      (car lis)\n"
                + "    (nth (cdr lis) (- n 1))))\n"
                + "\n"
                + ";; Returns the nth tail of lis.\n"
                + "(defun nth-tail (lis n)\n"
                + "  (if (= n 0)\n"
                + "      lis\n"
                + "    (nth-tail (cdr lis) (- n 1))))\n"
                + "\n"
                + ";; Returns a list consists of m .. n-1 integers.\n"
                + "(defun %iota (m n)\n"
                + "  (unless (<= n m)\n"
                + "    (cons m (%iota (+ m 1) n))))\n"
                + "\n"
                + ";; Returns a list consists of 0 ... n-1 integers.\n"
                + "(defun iota (n)\n"
                + "  (%iota 0 n))\n"
                + "\n"
                + ";;;\n"
                + ";;; Main\n"
                + ";;;\n"
                + "\n"
                + "(define width 10)\n"
                + "(define height 10)\n"
                + "\n"
                + ";; Returns location (x, y)'s element.\n"
                + "(defun get (board x y)\n"
                + "  (nth (nth board y) x))\n"
                + "\n"
                + ";; Returns true if location (x, y)'s value is \"@\".\n"
                + "(defun alive? (board x y)\n"
                + "  (and (<= 0 x)\n"
                + "       (< x height)\n"
                + "       (<= 0 y)\n"
                + "       (< y width)\n"
                + "       (eq (get board x y) '@)))\n"
                + "\n"
                + ";; Print out the given board.\n"
                + "(defun print (board)\n"
                + "  (if (not board)\n"
                + "      '$\n"
                + "    (println (car board))\n"
                + "    (print (cdr board))))\n"
                + "\n"
                + "(defun count (board x y)\n"
                + "  (let at (lambda (x y)\n"
                + "            (if (alive? board x y) 1 0))\n"
                + "       (+ (at (- x 1) (- y 1))\n"
                + "          (at (- x 1) y)\n"
                + "          (at (- x 1) (+ y 1))\n"
                + "          (at x (- y 1))\n"
                + "          (at x (+ y 1))\n"
                + "          (at (+ x 1) (- y 1))\n"
                + "          (at (+ x 1) y)\n"
                + "          (at (+ x 1) (+ y 1)))))\n"
                + "\n"
                + "(defun next (board x y)\n"
                + "  (let c (count board x y)\n"
                + "       (if (alive? board x y)\n"
                + "           (or (= c 2) (= c 3))\n"
                + "         (= c 3))))\n"
                + "\n"
                + "(defun run (board)\n"
                + "  (while t\n"
                + "    (print board)\n"
                + "    (println '*)\n"
                + "    (let newboard (map (iota height)\n"
                + "                       (lambda (y)\n"
                + "                         (map (iota width)\n"
                + "                              (lambda (x)\n"
                + "                                (if (next board x y) '@ '_)))))\n"
                + "         (setq board newboard))))\n"
                + "\n"
                + "(run '((_ _ _ _ _ _ _ _ _ _)\n"
                + "       (_ _ _ _ _ _ _ _ _ _)\n"
                + "       (_ _ _ _ _ _ _ _ _ _)\n"
                + "       (_ _ _ _ _ _ _ _ _ _)\n"
                + "       (_ _ _ _ _ _ _ _ _ _)\n"
                + "       (_ _ _ _ _ _ _ _ _ _)\n"
                + "       (_ _ _ _ _ _ _ _ _ _)\n"
                + "       (_ @ @ @ _ _ _ _ _ _)\n"
                + "       (_ _ _ @ _ _ _ _ _ _)\n"
                + "       (_ _ @ _ _ _ _ _ _ _)))\n";
        call(s);
    }

    @Test
    public void test15() throws ParseException {
        String s = ";;;\n"
                + ";;; N-queens puzzle solver.\n"
                + ";;;\n"
                + ";;; The N queens puzzle is the problem of placing N chess queens on an N x N\n"
                + ";;; chessboard so that no two queens attack each\n"
                + ";;; other. http://en.wikipedia.org/wiki/Eight_queens_puzzle\n"
                + ";;;\n"
                + ";;; This program solves N-queens puzzle by depth-first backtracking.\n"
                + ";;;\n"
                + "\n"
                + ";;;\n"
                + ";;; Basic macros\n"
                + ";;;\n"
                + ";;; Because the language does not have quasiquote, we need to construct an\n"
                + ";;; expanded form using cons and list.\n"
                + ";;;\n"
                + "\n"
                + ";; (progn expr ...)\n"
                + ";; => ((lambda () expr ...))\n"
                + "(defmacro progn (expr . rest)\n"
                + "  (list (cons 'lambda (cons () (cons expr rest)))))\n"
                + "\n"
                + "(defun list (x . y)\n"
                + "  (cons x y))\n"
                + "\n"
                + "(defun not (x)\n"
                + "  (if x () t))\n"
                + "\n"
                + ";; (let1 var val body ...)\n"
                + ";; => ((lambda (var) body ...) val)\n"
                + "(defmacro let1 (var val . body)\n"
                + "  (cons (cons 'lambda (cons (list var) body))\n"
                + "\t(list val)))\n"
                + "\n"
                + ";; (and e1 e2 ...)\n"
                + ";; => (if e1 (and e2 ...))\n"
                + ";; (and e1)\n"
                + ";; => e1\n"
                + "(defmacro and (expr . rest)\n"
                + "  (if rest\n"
                + "      (list 'if expr (cons 'and rest))\n"
                + "    expr))\n"
                + "\n"
                + ";; (or e1 e2 ...)\n"
                + ";; => (let1 <tmp> e1\n"
                + ";;      (if <tmp> <tmp> (or e2 ...)))\n"
                + ";; (or e1)\n"
                + ";; => e1\n"
                + ";;\n"
                + ";; The reason to use the temporary variables is to avoid evaluating the\n"
                + ";; arguments more than once.\n"
                + "(defmacro or (expr . rest)\n"
                + "  (if rest\n"
                + "      (let1 var (gensym)\n"
                + "\t    (list 'let1 var expr\n"
                + "\t\t  (list 'if var var (cons 'or rest))))\n"
                + "    expr))\n"
                + "\n"
                + ";; (when expr body ...)\n"
                + ";; => (if expr (progn body ...))\n"
                + "(defmacro when (expr . body)\n"
                + "  (cons 'if (cons expr (list (cons 'progn body)))))\n"
                + "\n"
                + ";; (unless expr body ...)\n"
                + ";; => (if expr () body ...)\n"
                + "(defmacro unless (expr . body)\n"
                + "  (cons 'if (cons expr (cons () body))))\n"
                + "\n"
                + ";;;\n"
                + ";;; Numeric operators\n"
                + ";;;\n"
                + "\n"
                + "(defun <= (e1 e2)\n"
                + "  (or (< e1 e2)\n"
                + "      (= e1 e2)))\n"
                + "\n"
                + ";;;\n"
                + ";;; List operators\n"
                + ";;;\n"
                + "\n"
                + ";; Applies each element of lis to pred. If pred returns a true value, terminate\n"
                + ";; the evaluation and returns pred's return value. If all of them return (),\n"
                + ";; returns ().\n"
                + "(defun any (lis pred)\n"
                + "  (when lis\n"
                + "    (or (pred (car lis))\n"
                + "\t(any (cdr lis) pred))))\n"
                + "\n"
                + ";;; Applies each element of lis to fn, and returns their return values as a list.\n"
                + "(defun map (lis fn)\n"
                + "  (when lis\n"
                + "    (cons (fn (car lis))\n"
                + "\t  (map (cdr lis) fn))))\n"
                + "\n"
                + ";; Returns nth element of lis.\n"
                + "(defun nth (lis n)\n"
                + "  (if (= n 0)\n"
                + "      (car lis)\n"
                + "    (nth (cdr lis) (- n 1))))\n"
                + "\n"
                + ";; Returns the nth tail of lis.\n"
                + "(defun nth-tail (lis n)\n"
                + "  (if (= n 0)\n"
                + "      lis\n"
                + "    (nth-tail (cdr lis) (- n 1))))\n"
                + "\n"
                + ";; Returns a list consists of m .. n-1 integers.\n"
                + "(defun %iota (m n)\n"
                + "  (unless (<= n m)\n"
                + "    (cons m (%iota (+ m 1) n))))\n"
                + "\n"
                + ";; Returns a list consists of 0 ... n-1 integers.\n"
                + "(defun iota (n)\n"
                + "  (%iota 0 n))\n"
                + "\n"
                + ";; Returns a new list whose length is len and all members are init.\n"
                + "(defun make-list (len init)\n"
                + "  (unless (= len 0)\n"
                + "    (cons init (make-list (- len 1) init))))\n"
                + "\n"
                + ";; Applies fn to each element of lis.\n"
                + "(defun for-each (lis fn)\n"
                + "  (or (not lis)\n"
                + "      (progn (fn (car lis))\n"
                + "\t     (for-each (cdr lis) fn))))\n"
                + "\n"
                + ";;;\n"
                + ";;; N-queens solver\n"
                + ";;;\n"
                + "\n"
                + ";; Creates size x size list filled with symbol \"x\".\n"
                + "(defun make-board (size)\n"
                + "  (map (iota size)\n"
                + "       (lambda (_)\n"
                + "\t (make-list size 'x))))\n"
                + "\n"
                + ";; Returns location (x, y)'s element.\n"
                + "(defun get (board x y)\n"
                + "  (nth (nth board x) y))\n"
                + "\n"
                + ";; Set symbol \"@\" to location (x, y).\n"
                + "(defun set (board x y)\n"
                + "  (setcar (nth-tail (nth board x) y) '@))\n"
                + "\n"
                + ";; Set symbol \"x\" to location (x, y).\n"
                + "(defun clear (board x y)\n"
                + "  (setcar (nth-tail (nth board x) y) 'x))\n"
                + "\n"
                + ";; Returns true if location (x, y)'s value is \"@\".\n"
                + "(defun set? (board x y)\n"
                + "  (eq (get board x y) '@))\n"
                + "\n"
                + ";; Print out the given board.\n"
                + "(defun print (board)\n"
                + "  (if (not board)\n"
                + "      '$\n"
                + "    (println (car board))\n"
                + "    (print (cdr board))))\n"
                + "\n"
                + ";; Returns true if we cannot place a queen at position (x, y), assuming that\n"
                + ";; queens have already been placed on each row from 0 to x-1.\n"
                + "(defun conflict? (board x y)\n"
                + "  (any (iota x)\n"
                + "       (lambda (n)\n"
                + "\t (or\n"
                + "\t  ;; Check if there's no conflicting queen upward\n"
                + "\t  (set? board n y)\n"
                + "\t  ;; Upper left\n"
                + "\t  (let1 z (+ y (- n x))\n"
                + "\t\t(and (<= 0 z)\n"
                + "\t\t     (set? board n z)))\n"
                + "\t  ;; Upper right\n"
                + "\t  (let1 z (+ y (- x n))\n"
                + "\t\t(and (< z board-size)\n"
                + "\t\t     (set? board n z)))))))\n"
                + "\n"
                + ";; Find positions where we can place queens at row x, and continue searching for\n"
                + ";; the next row.\n"
                + "(defun %solve (board x)\n"
                + "  (if (= x board-size)\n"
                + "      ;; Problem solved\n"
                + "      (progn (print board)\n"
                + "\t     (println '$))\n"
                + "    (for-each (iota board-size)\n"
                + "\t      (lambda (y)\n"
                + "\t\t(unless (conflict? board x y)\n"
                + "\t\t  (set board x y)\n"
                + "\t\t  (%solve board (+ x 1))\n"
                + "\t\t  (clear board x y))))))\n"
                + "\n"
                + "(defun solve (board)\n"
                + "  (println 'start)\n"
                + "  (%solve board 0)\n"
                + "  (println 'done))\n"
                + "\n"
                + ";;;\n"
                + ";;; Main\n"
                + ";;;\n"
                + "\n"
                + "(define board-size 8)\n"
                + "(define board (make-board board-size))\n"
                + "(solve board)\n";
        call(s);
    }

    private void call(String s) throws ParseException {
        MiniLisp parser = new MiniLisp(new StringReader(s));
        parser.Input();
    }
}
]]> + + + + + + java + + javacc + + lisp + + + + + + + + + 编译和运行Clojure分支20081217源码 + + /zh-hans/2017/03/23/2017-3-23-compile-and-run-clojure/ + + Clojure branch 20081217

为啥要做这件事情呢？

  1. Clojure是一门jvm语言，使用了asm。
  2. branch 20081217是最初的版本便于研究。

下载branch 20081217

本来直接这样一条语句很简单的事情，但是由于网络太慢。我只好直接下载这个分支的源码zip包。

git clone https://github.com/clojure/clojure.gitgit checkout 20081217

编译环境配置

虽然有pom.xml文件但是简单的导入到IDEA并不起作用。还是按照官方说明来搞吧，用ant编译。下载最新的ant版本1.10，并使用jdk1.8是会出错的。想想十年前的情况。找到ant-1.7和jdk1.5进行编译才行。以下是编译的结果，最后在根目录下生成了clojure.jar。

d:\work\idea\clojure-20081217>antBuildfile: build.xmlclean:   [delete] Deleting directory d:\work\idea\clojure-20081217\classesinit:    [mkdir] Created dir: d:\work\idea\clojure-20081217\classescompile_java:    [javac] Compiling 113 source files to d:\work\idea\clojure-20081217\classes    [javac] 注意：某些输入文件使用了未经检查或不安全的操作。    [javac] 注意：要了解详细信息，请使用 -Xlint:unchecked 重新编译。compile_clojure:     [java] Compiling clojure.core to d:\work\idea\clojure-20081217\classes     [java] Compiling clojure.main to d:\work\idea\clojure-20081217\classes     [java] Compiling clojure.set to d:\work\idea\clojure-20081217\classes     [java] Compiling clojure.xml to d:\work\idea\clojure-20081217\classes     [java] Compiling clojure.zip to d:\work\idea\clojure-20081217\classes     [java] Compiling clojure.inspector to d:\work\idea\clojure-20081217\classesjar:      [jar] Building jar: d:\work\idea\clojure-20081217\clojure.jarBUILD SUCCESSFULTotal time: 13 seconds

运行

官方readme给出了办法来证明运行成功。执行java -cp clojure.jar clojure.lang.Repl，这样就可以进入clojure的repl环境。

d:\work\idea\clojure-20081217>java -cp clojure.jar clojure.lang.ReplClojureuser=> (def n 2)#'user/nuser=> (* n 2)4user=>

如何运行一个clj文件呢？可以这样做。

  • 在根路径下创建一个hello.clj文件，内容为(print "hello world")
  • 运行命令java -cp clojure.jar clojure.lang.Script hello.clj

如下所示。

d:\work\idea\clojure-20081217>java -cp clojure.jar clojure.lang.Script hello_world.cljhello world

成功了。

]]> + + + + + + java + + clojure + + jvm + + + + + + + + + [leetcode 329]Longest Increasing Path in a Matrix 原创解法 + + /zh-hans/2017/03/12/2017-3-12-leetcode-329/ + + 题目概述

原题链接

Given an integer matrix, find the length of the longest increasing path From each cell, you can either move to four directions: left, right, up or down. You may NOT move diagonally or move outside of the boundary (i.e. wrap-around is not allowed).example:nums = [  [9,9,4],  [6,6,8],  [2,1,1]]return 4

回溯法

首先想到的就是回溯法(backtracking)。思路也很简单，就是遍历每个位置，并以此位置的数字作为开始，向四个方向进行回溯遍历。最终找到最长的序列。以下代码的36行和38行进行回溯。不过毫无疑问超时了。在这个基础上还可以进一步优化，比如只对in-degree为0的位置的数字进行考察。但是还是不行。

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class Solution(object):
    def longestIncreasingPath(self, matrix):
        """
        回溯法解法。
        :type matrix: List[List[int]]
        :rtype: int
        """

        if matrix:
            hight = len(matrix)
            width = len(matrix[0])

            s = set((u, v) for u in range(hight) for v in range(width))

            result = [0]
            for item in s:
                p = [item]
                self.find(matrix, item, p, result, s)

            return result[0]

        else:
            return 0

    def find(self, matrix, item, p, result, s):
        if self.has_no_choice(matrix, item, p, s):
            if (len(p) > result[0]):
                result[0] = len(p)
        else:
            u, v = item
            four = [(u + 1, v), (u - 1, v), (u, v + 1), (u, v - 1)]
            for one in four:
                x, y = one
                if (x, y) in s and (x, y) not in p and matrix[x][y] < matrix[u][v]:
                    p.append((x, y))
                    self.find(matrix, (x, y), p, result, s)
                    p.pop()

    def has_no_choice(self, matrix, item, p, s):
        u, v = item
        four = [(u + 1, v), (u - 1, v), (u, v + 1), (u, v - 1)]

        for one in four:
            x, y = one
            if one in s and one not in p and matrix[x][y] < matrix[u][v]:
                return False

        return True

拓扑排序和记忆体

看看leetcode会给我们什么提示呢？点开show tags可以看到这个问题的标签，Topological Sort和Memoization。既然使用topsort那么肯定要把这个问题转化为DAG问题了。如此一来，令人想到，可以先把矩阵数字使用topsort排成一排，然后再利用曾经遇到的求解最长递增子序列的动态规划算法进行求解。以下是实现的代码，拓扑排序加动态规划。

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class Solution(object):
    def longestIncreasingPath(self, matrix):
        """
        :type matrix: List[List[int]]
        :rtype: int
        """

        if matrix:
            hight = len(matrix)
            width = len(matrix[0])

            s = set((u, v) for u in range(hight) for v in range(width))
            G = self.create_graph(matrix, s)
            topsort_list = self.topsort(G)
            result = self.find_longest_path(G, topsort_list)
            return result

        else:
            return 0

    def create_graph(self, matrix, s):
        G = {}
        for item in s:
            u, v = item
            G[item] = set()
            center = matrix[u][v]
            four = [(u + 1, v), (u - 1, v), (u, v + 1), (u, v - 1)]
            for one in four:
                if one in s:
                    x, y = one
                    adjacent = matrix[x][y]
                    if center > adjacent:
                        G[item].add(one)
        return G

    def tr(self, G):
        H = {}
        for u in G:
            H[u] = 0

        for u in G:
            for v in G[u]:
                H[v] += 1
        return H

    def topsort(self, G):

        H = self.tr(G)
        q = deque()
        sorted_list = []
        for u in H :
            if H[u] == 0 :
                q.append(u)
        while q:
            u = q.popleft()
            sorted_list.append(u)
            for v in G[u]:
                H[v] -= 1
                if H[v] == 0 :
                    q.append(v)

        return sorted_list

    def find_longest_path(self, G, topsort_list):
        n = len(topsort_list)

        memo = [1] * n
        for i in range(1, n):
            node = topsort_list[i]
            value = 0
            for pre in range(0, i):
                pre_node = topsort_list[pre]
                if node in G[pre_node]:
                    value = max(value, memo[pre] + 1)
                else:
                    value = max(value, memo[pre])
            memo[i] = value

        result = max(memo)
        #print(memo)
        return result

进一步优化

上边的解法还是超时了，时间不会消耗在topsort上，因为这个方法是O(|V|+|E|)的。主要的时间花在了动态规划上，因为这是一个O(N^2)的算法。我们仔细看看第72到76行这个内循环，发现遍历所有当前节点之前的节点是无效的。因为可以进入当前节点的节点不会超过４个。所以我们可以修改一下这个内循环。

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def tr2(self, G):
    H = {}
    for u in G:
        H[u] = set()

    for u in G:
        for v in G[u]:
            H[v].add(u)
    return H

def find_longest_path(self, G, topsort_list):
    n = len(topsort_list)

    dic = { node : 1 for node in topsort_list }
    H = self.tr2(G)

    s = {topsort_list[0]}
    for i in range(1, n):
        node = topsort_list[i]
        s.add(node)
        value = 1
        for pre_node in H[node] :
            if pre_node in s :
                value = max(value, dic[pre_node] + 1)
        dic[node] = value

    result = max(dic.values())
    return result

这里我们在１６行使用一个dict来代替之前的memo，这样就可以把一个O(N^2)改成一个O(N)的了。测试一下，幸运的通过了。不过只打败了1.7%。

]]> + + + + + + leetcode + + 算法 + + python + + + + + + + + + How to call java code in Grails 3.2.6 + + /zh-hans/2017/03/06/2017-3-6-grails-call-java/ + + 解决方法

我的Grails的环境是

grails -v| Grails Version: 3.2.6| Groovy Version: 2.4.7| JVM Version: 1.8.0_71

grails 3.2.6是用gradle进行构建的。所以如果要添加java类，就需要修改build.gradle。

第一步

创建src/main/java目录。对于com.yanggeorge.XMLtest类，则要创建src/main/java/com/yanggeorge/目录，并把XMLtest.java放在该路径下。

第二步

在build.gradle文件中添加如下代码

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apply plugin: "java"

task compileOne (type: JavaCompile) {
    source = sourceSets.main.java.srcDirs
    include 'com/yanggeorge/XMLtest.java'
    classpath = sourceSets.main.compileClasspath
    destinationDir = sourceSets.main.output.classesDir
}

compileOne.options.compilerArgs = ["-sourcepath", "$projectDir/src/main/java"]

第三步

编译XMLtest.java。可以用grails compile进行编译。

D:\work\grails>grails compile:compileJava UP-TO-DATE:compileGroovy UP-TO-DATE:buildProperties:processResources UP-TO-DATE:classes UP-TO-DATEBUILD SUCCESSFULTotal time: 23.638 secsD:\work\grails>

第四步

修改grails-app/conf/spring/resources.groovy

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import com.yanggeorge.XMLtest

beans = {
    myXMLtest(XMLtest)
}

第五步

已经可以使用myXMLtest了，例如创建一个service，grails-app/services/rss/RssService.groovy第６行就是依赖注入的bean。

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import grails.transaction.Transactional

@Transactional
class RssService {

    def myXMLtest

    def serviceMethod(String url, String keyword) {
        def items = myXMLtest.getAllItems(url)

    }

}
]]> + + + + + + java + + grails + + gradle + + + + + + + + + [leetcode 295]Find Median from Data Stream 原创解法 + + /zh-hans/2017/01/31/2017-1-31-leetcode-295/ + + 题目概述

原题链接

Median is the middle value in an ordered integer list. If the size of the list is even, there is no middle value. So the median is the mean of the two middle value.Examples:  `[2,3,4]` , the median is 3 `[2,3]`, the median is (2 + 3) / 2 = 2.5Design a data structure that supports the following two operations:- void addNum(int num) - Add a integer number from the data stream to the data structure. - double findMedian() - Return the median of all elements so far.   For example:addNum(1)addNum(2)findMedian() -> 1.5addNum(3) findMedian() -> 2

第一想到的解法

找到一串数字的中位数，那么首先要对数字进行排列。否则怎么知道哪个数字是处于中间的呢。快排是不行的，因为快排是一个离线算法。必须要读进所有的数字。总不能每增加一个数做一次快排吧。插入排序是一种在线算法，每增加一个数字遍历一遍就好。那就实现一下吧。以下是实现的解法。但是超时了。

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#python3
class MedianFinder(object):
    def __init__(self):
        """
        initialize your data structure here.
        """
        self.q = []

    def addNum(self, num):
        """
        :type num: int
        :rtype: void
        """
        if not self.q:
            self.q.append(num)
        else:
            i = len(self.q) - 1
            while i >= 0:
                if self.q[i] > num:
                    i -= 1
                else:
                    break
            self.q.insert(i + 1, num)

    def findMedian(self):
        """
        :rtype: float
        """
        if self.q:
            n = len(self.q)
            r = n % 2
            if r == 0:
                mid = n // 2
                return (self.q[mid - 1] + self.q[mid]) / 2.0
            else:
                mid = (n - 1) // 2
                return self.q[mid]

使用链表

这个方法再插入一个数字的时间复杂度也是O(n)，所以如果我们不使用python的list而是使用一个自己创建的链表，那么插入的时间复杂度是O(1)至少应该快一些。嗯，重新实现一遍。以下是实现的代码，但是还是超时了。而且速度和前一种相当。说明python内置的list效率是相当高的。

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# python3
class Linker(object):
    def __init__(self, v):
        self.pre = None
        self.v = v
        self.next = None


class MedianFinder1(object):
    def __init__(self):
        """
        initialize your data structure here.
        """
        self.median = None
        self.end = None
        self.odd = None

    def addNum(self, num):
        """
        :type num: int
        :rtype: void
        """
        if not self.end:
            self.end = Linker(num)
            self.mid = self.end
            self.mid_next = None
            self.odd = True  # 是否增加了计数个
        else:
            self.odd = not self.odd
            tmp = self.end
            tmp_next = None
            while tmp and tmp.v > num: 
                tmp_next = tmp
                tmp = tmp.pre

            linker = Linker(num)
            if tmp_next is None:
                self.end = linker

            if tmp and tmp_next is None:
                tmp.next = linker
                linker.pre = tmp
            elif tmp and tmp_next:
                tmp.next = linker
                linker.pre = tmp
                linker.next = tmp_next
                tmp_next.pre = linker
            elif tmp is None and tmp_next:
                linker.next = tmp_next
                tmp_next.pre = linker

            if self.odd:
                # 从两个中位数变为一个
                if num < self.mid.v:
                    self.mid_next = None
                elif self.mid.v <= num < self.mid_next.v:
                    self.mid = self.mid.next
                    self.mid_next = None
                elif self.mid_next.v <= num:
                    self.mid = self.mid_next
                    self.mid_next = None
            else:
                # 从一个中位数变为两个
                if num < self.mid.v:
                    self.mid_next = self.mid
                    self.mid = self.mid.pre

                else:
                    self.mid_next = self.mid.next

    def findMedian(self):
        """
        :rtype: float
        """
        if not self.mid:
            return None

        if self.odd:
            return self.mid.v
        else:
            return (self.mid.v + self.mid.next.v) / 2.0

33行还是按照插入排序从末尾开始向前遍历，但是因为我们有中位数，那么就可以与中位数进行比较，然后减少一半的时间。

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class MedianFinder2(object):
    def __init__(self):
        """
        initialize your data structure here.
        """
        self.mid = None
        self.odd = None

    def addNum(self, num):
        """
        :type num: int
        :rtype: void
        """
        if not self.mid:
            self.mid = Linker(num)
            self.mid_next = None
            self.odd = True  # 是否增加了计数个
        else:
            self.odd = not self.odd
            tmp = self.mid
            tmp_next = self.mid.next
            if num < self.mid.v:
                while tmp and tmp.v > num:
                    tmp_next = tmp
                    tmp = tmp.pre
            else:
                while tmp_next and tmp_next.v <= num:
                    tmp = tmp_next
                    tmp_next = tmp.next

            linker = Linker(num)

            if tmp and tmp_next is None:
                tmp.next = linker
                linker.pre = tmp
            elif tmp and tmp_next:
                tmp.next = linker
                linker.pre = tmp
                linker.next = tmp_next
                tmp_next.pre = linker
            elif tmp is None and tmp_next:
                linker.next = tmp_next
                tmp_next.pre = linker

            if self.odd:
                # 从两个中位数变为一个
                if num < self.mid.v:
                    self.mid_next = None
                elif self.mid.v <= num < self.mid_next.v:
                    self.mid = self.mid.next
                    self.mid_next = None
                elif self.mid_next.v <= num:
                    self.mid = self.mid_next
                    self.mid_next = None
            else:
                # 从一个中位数变为两个
                if num < self.mid.v:
                    self.mid_next = self.mid
                    self.mid = self.mid.pre

                else:
                    self.mid_next = self.mid.next

    def findMedian(self):
        """
        :rtype: float
        """
        if not self.mid:
            return None

        if self.odd:
            return self.mid.v
        else:
            return (self.mid.v + self.mid.next.v) / 2.0

修改后的还是快了一倍的时间，但是还是超时了。无法通过。

最终解法要用堆

还是用笔在纸上把问题重新描述一下吧。通常非常管用。既然题目要求得到中位数，那么其实并没有要求对所有的数字进行排序。而且又要快速的取得中间值，那么最大最小堆是最接近的。往堆里插入一个数字的时间复杂度是O(lgN)，而取最小值的操作为O(1)。总的时间复杂度是O(NlgN)。嗯，比前面的O(N**2)肯定是要快的。但是堆只能取最大或最小的值，怎么取中间值呢？哈哈，把数字一分为二，使用两个堆就解决了。如果数字从小到大排列，那么前一半用一个最大堆，后一般用一个最小堆。以下是通过的代码。

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from heapq import heappush,heappushpop
class MedianFinder3(object):
    def __init__(self):
        """
        initialize your data structure here.
        """
        self.a = [] # 从小到mid；最大堆
        self.b = [] # 从 mid+1 到大 ,最小堆
        self.odd = False

    def addNum(self, num):
        """
        :type num: int
        :rtype: void
        """
        self.odd = not self.odd
        if not self.b:
            self.b.append(num)
        else :
            if not self.odd :
                if num < self.b[0] :
                    heappush(self.a, -num)
                else :
                    v = heappushpop(self.b, num)
                    heappush(self.a, -v)
            else :
                if num < (-self.a[0]) :
                    v = heappushpop(self.a, -num)
                    heappush(self.b, -v)
                elif -self.a[0] <= num < self.b[0] :
                    heappush(self.b, num)
                elif self.b[0] <= num :
                    heappush(self.b, num)


    def findMedian(self):
        """
        :rtype: float
        """
        if self.odd :
            return self.b[0]
        else :
            return (-self.a[0] + self.b[0])/2.0

吐槽

python只默认实现了一个最小堆。想要一个最大堆，还得像第23行代码那样使用一种取负数技巧。虽然heapq模块里有一个构造最大堆的方法_heapify_max()但是却没有_heappushpop_max这样的方法。真是无语啊。

]]> + + + + + + leetcode + + 算法 + + python + + + + + + + + + 解决python3使用system-site-packages创建虚拟环境时没有pip的问题 + + /zh-hans/2017/01/18/2017-1-18-venv-no-pip/ + + python虚拟环境

从python3.5开始,使用venv创建虚拟环境已经成为官方推荐的方案。查看官方文档，可以看到如果想要创建一个干净的虚拟环境。方式如下

python -m venv myenv

如果要创建一个当前环境的副本，也就是说，可以引用当前环境的所有已经安装的包。那么需要增加--system-site-packages参数

python -m venv myenv2 --system-site-packages

两种方式，我们都希望能够独立使用pip来管理包。但是第二种方式发现并没有pip文件。

WIN下的解决办法

因为我一般都是用神器pycharm，幸运的是pycharm提供了一个简单的方法。

env-1

可以看到目录下是有pip的。

env-2

Linux下的解决办法

如果不使用pycharm是不是就没办法了呢。我们google一下关键字python system-site-packages no pip很顺利的找到这个链接pyvenv doesn´t install PIP inside a new venv with –system-site-package这个是python的bug跟踪记录。大概看看应该能明白，原来我们遇到的这个问题，已经在2015-08-16就被人标记了。但是直到最近还没有解决。但是最新的更新是几天前last changed 2017-01-13。呵呵看看这些大咖都讨论些啥。

看到这句话，我笑了。这个问题的等级被标记为普通。所以一直没有解决。而这个大咖觉得这个问题如果不解决，非但--system-site-packages没有用，甚至会误导大量的初学者。

I agree this makes –system-site-packages a useless option unless it’s fixed. We just had many beginners install pyvenv’s and get very confused because of this.

最后发现补丁已经提交了，而且就在几天前。但是很显然没有进入我们的安装版里。我在我的debian虚拟机上安装了python3.6.0。测试了一下这个bug是存在的。那么问题简单了。把源码改一下吧，根据这个patch然后重新编译安装。测试一下。

 ~/ pythonPython 3.6.0 (default, Jan 17 2017, 22:12:56) [GCC 4.9.2] on linuxType "help", "copyright", "credits" or "license" for more information.>>>  ~/ pip list --format=columnsPackage    Version---------- -------binarytree 1.1.1  pip        9.0.1  setuptools 28.8.0

这是我当前的python版本和已经安装的包。其中有个binarytree。现在创建一个继承全部包的虚拟环境。

 ~/tmp/ python -m venv fenv --system-site-packages ~/tmp/ cd fenv/bin ~/tmp/fenv/bin/ lsactivate      activate.fish  easy_install-3.6  pip3    pythonactivate.csh  easy_install   pip               pip3.6  python3 ~/tmp/fenv/bin/ ./pip list --format=columnsPackage    Version---------- -------binarytree 1.1.1  pip        9.0.1  setuptools 28.8.0

嗯成功了。

可能的解决办法

虽然第二种办法很好。但是需要修改源代码。可是服务器上的代码是不能修改的呀。那可以尝试自己写一个venv.Builder，对其中的create方法进行覆盖，这个方法我没有尝试。如果你尝试了，也可以发邮件告诉我结果。

]]> + + + + + + python + + venv + + + + + + + + + 在WIN10下使用Cython + + /zh-hans/2017/01/12/2017-1-12-cython-on-win10/ + + Cython

Cython不是CPython的简称，而是一种提升Python代码执行效率的解决方案。据说一般达到30x。一会我们来看看是不是真的。这个技术对老鸟来说已经是好多年前的了。但是很多情况下python用户真的用不上，所以不知道也无妨。

软件安装

我已经迁移到python3了，使用的是Anaconda。感谢Anaconda让我们的生活变的更加美好。以下软件安装的顺序不要错。

  1. 安装Visual C++ Build Tools 2015
  2. 安装Anaconda3

跟着Cython的tutorial走

先创建一个helloworld.pyx文件。内容如下。

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# helloworld.pyx
print("hello cython!")

def fib(n):
    if n == 0 or n == 1:
        return 1
    else:
        return fib(n - 2) + fib(n - 1)

再创建一个setup.py文件。内容如下

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#setup.py
from distutils.core import setup
from Cython.Build import cythonize

setup(
    ext_modules = cythonize("helloworld.pyx")
)

然后在命令行输入

D:\tmp\oo>python setup.py build_ext --inplacerunning build_extbuilding 'helloworld' extensionC:\Program Files (x86)\Microsoft Visual Studio 14.0\VC\BIN\x86_amd64\cl.exe /c /nologo /Ox /W3 /GL /DNDEBUG /MD -IC:\Anaconda3\include -IC:\Anaconda3\include "-IC:\Program Files (x86)\Microsoft Visual Studio 14.0\VC\INCLUDE" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.10240.0\ucrt" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.10240.0\shared" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.10240.0\um" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.10240.0\winrt" /Tchelloworld.c /Fobuild\temp.win-amd64-3.5\Release\helloworld.objhelloworld.cC:\Program Files (x86)\Microsoft Visual Studio 14.0\VC\BIN\x86_amd64\link.exe /nologo /INCREMENTAL:NO /LTCG /DLL /MANIFEST:EMBED,ID=2 /MANIFESTUAC:NO /LIBPATH:C:\Anaconda3\libs /LIBPATH:C:\Anaconda3\PCbuild\amd64 "/LIBPATH:C:\Program Files (x86)\Microsoft Visual Studio 14.0\VC\LIB\amd64" "/LIBPATH:C:\Program Files (x86)\Windows Kits\10\lib\10.0.10240.0\ucrt\x64" "/LIBPATH:C:\Program Files (x86)\Windows Kits\10\lib\10.0.10240.0\um\x64" /EXPORT:PyInit_helloworld build\temp.win-amd64-3.5\Release\helloworld.obj /OUT:D:\tmp\oo\helloworld.cp35-win_amd64.pyd /IMPLIB:build\temp.win-amd64-3.5\Release\helloworld.cp35-win_amd64.libhelloworld.obj : warning LNK4197: export 'PyInit_helloworld' specified multiple times; using first specification   Creating library build\temp.win-amd64-3.5\Release\helloworld.cp35-win_amd64.lib and object build\temp.win-amd64-3.5\Release\helloworld.cp35-win_amd64.expGenerating codeFinished generating code

(WIN10下的命令窗口终于可以使用ctrl-c和ctrl-v了。泪奔。)可以发现多了一个.pyd文件。然后测试一下。

D:\tmp\oo>pythonPython 3.5.2 |Anaconda custom (64-bit)| (default, Jul  5 2016, 11:41:13) [MSC v.1900 64 bit (AMD64)] on win32Type "help", "copyright", "credits" or "license" for more information.>>> import helloworld as hhello cython!>>>h.fib(3)3

真是不错啊。可是如果你换一个目录比如不在当前包含.pyd的目录下，再想导入helloworld则是不行的。怎么回事，我们不是已经setup了么。原因在于--inplace这个参数，它表示只生成动态链接库。

与python代码进行测试比较

我们还在那个目录下创建一个test.py文件。

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#test.py
def fib(n):
    if n == 0 or n == 1:
        return 1
    else:
        return fib(n - 2) + fib(n - 1)


def test_fib():
    import timeit
    n = 1000
    t = timeit.timeit("fib(25)", number=n, setup="from __main__ import fib")
    time = t / n
    print("python fib : {:.8f}s".format(time))

def test_fib_cython():
    import timeit
    n = 1000
    t = timeit.timeit("h.fib(25)", number=n, setup="import helloworld as h")
    time = t / n
    print("cython fib : {:.8f}s".format(time))

if __name__ == "__main__":
    test_fib()
    test_fib_cython()

然后运行

D:\tmp\oo>python test.pypython fib : 0.05887972shello cython!cython fib : 0.01739922s

怎么回事，说好的30x呢，还轻轻松松？别着急，我们把之前的helloworld.pyx修改一下。

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#helloworld.pyx
cpdef int fib(int n) :
    if n == 0 or n == 1 :
        return 1
    else :
        return fib(n - 2) + fib(n - 1)

再运行一下瞅瞅。

D:\tmp\oo>python test.pypython fib : 0.05774631shello cython!cython fib : 0.00059495s

真是不错哦，诚不我欺，100x。

]]> + + + + + + python + + Cython + + + + + + + + + [leetcode 327]Count of Range Sum 原创解法 + + /zh-hans/2016/12/31/leetcode-327/ + + 题目概述

原题链接

Given an integer array nums, return the number of range sums that lie in [lower, upper] inclusive.Range sum S(i, j) is defined as the sum of the elements in nums between indices i and j (i ≤ j), inclusive.Example:Given nums = [-2, 5, -1], lower = -2, upper = 2,Return 3.The three ranges are : [0, 0], [2, 2], [0, 2] and their respective sums are: -2, -1, 2.

O(N^2)解法

最直接的想法当然就是遍历求和了。但是这样是无法通过测试的。

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class Solution3(object):
    def countRangeSum(self, nums, lower, upper):
        """
        :type nums: List[int]
        :type lower: int
        :type upper: int
        :rtype: int
        """

        sums = []

        for i in range(len(nums)):
            s = 0
            for j in range(i, len(nums)):
                s += nums[j]
                if lower <= s <= upper:
                    sums.append(s)
        return len(sums)

死亡凝视

必须要想出复杂度是Nlog(N)的算法才行。但是问题也很明显，要想找出所有的s(i,j) for 0 <= i <= j < n　and lower <= s(i,j) <= upper那必须要进行遍历啊，因此时间复杂度必须是N^2。啊啊，实在想不出来了。

第二天，既然要求时间复杂度为NlogN那么就必然不能遍历求出s(i,j)，但是题目要求的是求出Num(s(i,j)) for 0 <= i <= j < n　and lower <= s(i,j) <= upper，也就是说给出个数就行，因此确实不一定要给出所有的s(i,j)。嗯，有点进展了。

第三天，排序算法的复杂度是NlogN，怎么才能依靠排序算法求出呢。难道对所有的s(i,j)进行排序么？这样肯定不行。能否使用老办法画图呢？这样好观察一下。但是仔细想了想，这是一个三维图。纸上画不出来。只好画一个二维图吧。下图是对数组[5,7,8,-2,1]画的二维表格。格子中的数字就是s(i,j)。

327-1

我仔细的盯着看。我给这种解决问题的方式，起了个名字——死亡凝视。看过The Big Bang的朋友可能记得Sheldon和Raj一起工作的样子，就是一动不动的看着黑板上的公式，看上一整天。

327-2

嘿嘿，你们不要笑啊，我的方式差不多。只不过是盯着表格。这样的表格其实我画了很多。但是只有这个我看出了规律。

327-3

看出来了么，三列带颜色的数字。是不是发现它们有相同的趋势呢？是的它们有相同的趋势。

如果没有看出来。我再画一个图。看看这三列数字和蓝色数字的关系。

327-4

是的。20 - 5 = 15，18 - 5 = 13，19 - 5 = 14。假如上下区间为[12,18]，那么对于排序后的第一列[5,12,18,19,20]，可以使用二分查找法找出上限的位置是2，下限的位置为1，个数为2。那么第二列[7,15,13,14]在[12,18]的数字的个数为3。怎么根据第一列排序后的数字求出呢。嗯，很简单。我们把上下限加上5，变成17, 23，这样就可以发现[5,12,18,19,20]找出个数为3。嗯，哈哈。真是不错。这样子，就不需要求出所有的s(i,j)了。

但是，别着急，还是有问题，我们需要在计算第二列的个数的之前，把第一列的数字中的5排除掉。否则的话，如果区间是[-100,100]，那么我们就多计算了。

通过的代码

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# python3.5
class Solution4(object):
    def countRangeSum(self, nums, lower, upper):
        """
        思路：对 list0 = [s(0,j) for j in (0,n)]先进行排序。
         list1 = [s(1,j) for j in (1,n)]，可以由 list0生成。

        :type nums: List[int]
        :type lower: int
        :type upper: int
        :rtype: int
        """
        if not nums:
            return 0
        else:
            result = 0
            n = len(nums)
            l = []
            l2 = []
            sum = 0
            for i in range(0, n):
                sum += nums[i]
                l.append((sum, i))
                l2.append((sum, i))
            l.sort()
            for i in range(0, n):
                if i > 0:
                    lower += nums[i - 1]
                    upper += nums[i - 1]
                lower_pos = self.find_lower(l, lower)
                upper_pos = self.find_uppper(l, upper)
                if lower_pos is not None and upper_pos is not None:
                    result += upper_pos - lower_pos + 1
                pos = self.find_lower(l, l2[i][0])
                l.pop(pos) # <-- 这里是个接近O(N)的操作

            return result

    def find(self, nums, target):
        n = len(nums)

        start = 0
        end = n
        mid = n // 2
        new_mid = None

        while 0 <= mid < n:
            if nums[mid][0] == target:
                break
            elif nums[mid][0] < target and mid + 1 < n and nums[mid + 1][0] > target:
                break
            elif nums[mid][0] < target:
                start = mid
                new_mid = (start + end) // 2
            elif nums[mid][0] > target:
                end = mid
                new_mid = (start + end) // 2
            if new_mid == mid:
                mid += 1
            else:
                mid = new_mid

        return mid if nums[mid][0] == target else mid + 1

    def find_lower(self, nums, lower):
        n = len(nums)
        if lower > nums[n - 1][0]:
            return None
        elif lower < nums[0][0]:
            return 0
        else:
            mid = self.find(nums, lower)
            while mid - 1 >= 0 and nums[mid - 1][0] == lower:
                mid -= 1
            return mid

    def find_uppper(self, nums, upper):
        n = len(nums)
        if upper > nums[n - 1][0]:
            return n - 1
        elif upper < nums[0][0]:
            return None
        else:
            mid = self.find(nums, upper)
            while mid < n - 1 and nums[mid + 1][0] == upper:
                mid += 1
            return mid if nums[mid][0] == upper else mid - 1

总结

排序操作的时间复杂度是O(NlogN)，而找出每列一列的个数的时间复杂度是O(logN)因为一共有N列，所以时间复杂度为O(NlogN)，另外我们在代码中使用了对List数据的非尾部的pop操作，这个操作的时间复杂度接近O(N)，严格来说，我们的代码的时间复杂度还是O(N^2)。如果能够不使用这个操作。我们的代码速度会更快。

l.pop(pos) # <-- 这里是个接近O(N)的操作
]]> + + + + + + leetcode + + 算法 + + python + + + + + + + + + [leetcode 315]Count of Smaller Numbers After Self 原创解法 + + /zh-hans/2016/12/26/leetcode-315/ + + 题目概述

原题链接

You are given an integer array nums and youhave to return a new counts array. The counts array has the property where counts[i] is the number of smaller elements to the right of nums[i].Example:Given nums = [5, 2, 6, 1]To the right of 5 there are 2 smaller elements (2 and 1).To the right of 2 there is only 1 smaller element (1).To the right of 6 there is 1 smaller element (1).To the right of 1 there is 0 smaller element.Return the array [2, 1, 1, 0].

拿到这个题，最先想到的是时间复杂度O(N*N)的解法。那就实现一下吧。

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class Solution2(object):
    def countSmaller(self, nums):
        """
        O(N*N)
        :type nums: List[int]
        :rtype: List[int]
        """
        if nums:
            n = len(nums)
            result = []
            for i in range(n):
                cur_val = nums[i]
                smaller_n = 0
                for j in range(i, n):
                    if nums[j] < cur_val:
                        smaller_n += 1

                result.append(smaller_n)
            return result
        else:
            return []

把上面的代码提交上去，还是正确的，但是超时了。该怎么优化呢？

遇到这样的问题，如果能够想出S(N)=f(S(N-1),S(N-2),...)这样的动态规划解法就可以把时间复杂度降到O(N)了。能不能使用动态规划呢？还是要仔仔细细列出来，可是怎么也找不到递推规律。只好放弃。不过在思考的过程中忽然想到一种思路。对于数组[5, 2, 6, 1]]，如果我先遍历求出5的smaller数组[2,1]和larger数组[6]。那么6的smaller个数怎么求呢，s(6) = len([5,2,6,1]) - pos(6) = 4-3 = 1。看起来很不错，但是当数的个数多起来，就变得复杂了，无法这样简单的求解了。真是非常的泄气啊。想了好久也没有想出新点子。脑子里把曾经用到的方法想了一个遍，也还是不行。

用二维图描述问题

物理学科中经常使用的一个策略就是转换坐标系，这样可以神奇的化繁为简。那么我是否可以这样做呢。看看能不能用二维的图来重新展示这个问题。于是我就画了这样一个图表。这是对数组[5,1,6,7,2,3]画的表格。横轴表示数组的index，纵轴表示大小。

2016-12-26-1

我把它画在纸上，盯着看了半小时。呵呵，真的有这么长时间。因为我一直还是老思路，总想着根据第一个数字把剩下的数组分成大小两批。后来我想，既然是二维图，我既可以从左向右，一列一列的看，也可以从上往下一行一行的看。 不错，终于有了新的思路。

  1. 初始化一个长度为N的smaller数组，用于存放最后的解。
  2. 对原始数组从大到小排序。
  3. 取出最大的数，这个数的 value = smaller_num(Nmax) = 数组的长度 - pos(Nmax)
  4. 保存结果smaller[index(Nmax)] = value
  5. 对于index大于该数的所有数字的index减一。
  6. 重复2

如下图。首先找到最大的数字7，它的索引是4(第四个数字)，而数组的长度为6，那么smaller_num("7") = 6 - 4 = 2。然后不考虑该数字7。对7右侧的2和3同时向左移动，同时令数组的长度减一。然后依次这样操作。

2016-12-26-2

这样我们就可以写出一个新的算法。而对于步骤5则使用了简单实现，遍历整个数组，对所有index > index(Nmax)数的索引进行减一。上述算法描述没有考虑有多个最大值的情况。但是下面的代码里考虑了。

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class Solution1(object):
    def countSmaller(self, nums):
        """
        O(N*N)
        :type nums: List[int]
        :rtype: List[int]
        """
        origin = list(enumerate(nums))
        l = self.create(nums)
        l.sort(cmp=compare, reverse=True)
        smaller = [0] * len(nums)
        i = 0
        N = len(nums)
        while i < len(l):
            v, origin_pos, cur_pos = l[i]
            smaller[origin_pos] = N - 1 - cur_pos
            equal_n = 0
            for j in range(i + 1, len(nums)):
                v1, origin_pos2, cur_pos2 = l[j]
                if cur_pos2 > cur_pos:
                    l[j][2] = cur_pos2 - 1
                    if v1 == v:
                        # 考虑值相等的情况。
                        equal_n += 1

            smaller[origin_pos] -= equal_n

            N -= 1
            i += 1

        return smaller

    def create(self, nums):
        result = []
        for i in range(len(nums)):
            result.append([nums[i], i, i])
        return result

终于通过了

事情终于有了进展，看起来很不错。但是仍然遇到了时间复杂度过高的问题。因为实现步骤5的方法导致整个程序的时间复杂度是O(N*N)。那么有什么办法能够优化呢。嗯，肯定有办法的。我们这样来做。

  1. 保存一个原始索引的(origin_index,value)的originList。
  2. 再保存一个从大到小排序后的(origin_index,value)的lList。
  3. 对l根据value从大到小进行遍历：根据orgin_index使用二分查找查找origin中对应的实际索引，计算得到该值对应的smaller_num之后，从origin中删除该项。

因为二分查找和删除项的时间复杂度是O(logN)。上述步骤的总的时间复杂度是O(N*logN)。

而相等的数怎么办呢？嗯我们可以在排序的时候保证序列不但满足值的升序，还能保证索引值的升序。这样，原始数组中处于最右侧的最大数永远在序列的末尾。这个数的右侧不会有相等的值。因而计算的时候就不需要考虑相等值的情况。而该数字计算之后会进行删除。那么即使有相等的数，也不会受到影响。真是很不错啊。

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class Solution11(object):
    def countSmaller(self, nums):
        """
        O(NlogN)
        :type nums: List[int]
        :rtype: List[int]
        """
        origin = list(enumerate(nums))
        l = self.create(nums)
        l.sort(cmp=self.compare)
        smaller = [0] * len(nums)
        while l:
            v, pos = l.pop()
            cur_pos = self.bin_find(origin, pos)
            smaller[pos] = len(origin) - 1 - cur_pos
            origin.pop(cur_pos)

        return smaller

    def compare(self, x, y):
        # 这样排序那么相等的元素的仍然顺序不变
        if x[0] > y[0]:
            return 1
        elif x[0] == y[0]:
            return 1
        else:
            return -1

    def create(self, nums):
        result = []
        for i in range(len(nums)):
            result.append([nums[i], i])
        return result

    def bin_find(self, origin, pos):
        # 二分查找法
        start = 0
        end = len(origin)
        mid = (start + end) // 2
        new_mid = None
        while mid < len(origin) and mid >= 0:

            if origin[mid][0] == pos:
                break
            elif origin[mid][0] > pos:
                end = mid
                new_mid = (start + end) // 2
            elif origin[mid][0] < pos:
                start = mid
                new_mid = (start + end) // 2

            if new_mid == mid:
                mid += 1
            else:
                mid = new_mid

        return mid

总结

以上的解法是首先排序，再进行巧妙处理的一种方法。排序的时间复杂度是O(N*logN)，接下来的处理也是O(N*logN)。

]]> + + + + + + leetcode + + 算法 + + python + + + + + + + + + 使用pandas.read_csv()读取csv文件 + + /zh-hans/2016/12/22/pandas-read-csv/ + + 问题

以下Python代码实现对Excel转存的csv文件进行读取。

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import pandas as pd
df = pd.read_csv(file_path + file_name + ".csv", encoding="gbk")

把csv文件入库是一件脏活。表面上看csv文件是一个非常简单的逗号分隔符文件。但是其实不然。Excel转存的csv文件并不是标准的以逗号作为分隔符，并且对所有的项用双引号包裹。现在我就遇到了从Oracle导出的csv文件，以上的代码不起作用了。

解决问题

究竟怎么回事呢，找了一圈也没有发现使用pandas.read_csv()读取这种标准csv文件的方法。还是先把问题简化一下，看看Python的csv模块是如何读取的吧。简单的查找就可以找到答案。

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import csv
csv.register_dialect(
    'mydialect',
    delimiter = ',',
    quotechar = '"',
    doublequote = True,
    skipinitialspace = True,
    lineterminator = '\r\n',
    quoting = csv.QUOTE_MINIMAL)

print('\n Output from an iterable object created from the csv file')
with open('smallsample.csv', 'rb') as mycsvfile:
    thedata = csv.reader(mycsvfile, dialect='mydialect')
    for row in thedata:
        print(row[0]+"\t \t"+row[1]+"\t \t"+row[4])

好的，pandas.read_csv()肯定是要调用csv模块的，那么看看它的方法参数表吧。

pandas.read_csv(filepath_or_buffer, sep=’, ‘, delimiter=None, header=’infer’, names=None, index_col=None, usecols=None, squeeze=False, prefix=None, mangle_dupe_cols=True, dtype=None, engine=None, converters=None, true_values=None, false_values=None, skipinitialspace=False, skiprows=None, nrows=None, na_values=None, keep_default_na=True, na_filter=True, verbose=False, skip_blank_lines=True, parse_dates=False, infer_datetime_format=False, keep_date_col=False, date_parser=None, dayfirst=False, iterator=False, chunksize=None, compression=’infer’, thousands=None, decimal=’.’, lineterminator=None, quotechar=’”‘, quoting=0, escapechar=None, comment=None, encoding=None, dialect=None, tupleize_cols=False, error_bad_lines=True, warn_bad_lines=True, skipfooter=0, skip_footer=0, doublequote=True, delim_whitespace=False, as_recarray=False, compact_ints=False, use_unsigned=False, low_memory=True, buffer_lines=None, memory_map=False, float_precision=None)[source]¶

真是够长的，还是搜一下有没有dialect=，呵呵，果然有。

dialect : str or csv.Dialect instance, default None
If None defaults to Excel dialect. Ignored if sep longer than 1 char See csv.Dialect documentation for more details

那么问题解决了。把第一段代码改改吧。

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import pandas as pd
df = pd.read_csv(file_path + file_name + ".csv", encoding="gbk", dialect='mydialect')

一运行还是报错，这是怎么回事呢，编码换成utf8，也不行。最后才发现需要使用gb18030才行。即使使用chardet的编码探测模块，也不一定能探测出来，因为整个文档只有少数字符是超出了gbk，所以不可能既高效又准确的解决这个问题。

]]> + + + + + + python + + 技巧 + + + + + + + + + R和Python里得到传入参数的变量名 + + /zh-hans/2016/12/21/get-val-name-and-value/ + + 问题

同事写R程序的时候，问我能不能获取一个变量的name，我说这个好办啊，在R里可以这样写，用quote()

> a <- 1> quote(a)a

不过我把问题想简单了，他实际需要的是要获得传入参数的name。例如定义一个函数foo(c), 给它传入参数a，我能够在函数内部知道传入参数的名字a。

我说可以增加一个参数嘛。把参数的名字直接传入。

> foo(a,"a")

但是我立刻意识到，这里存在重复，而写代码是提倡do not repeat yourself的。而且对R这种可以随意获取环境变量的高级语言。肯定有办法做到。

python可以做到

但是我还是先看看Python吧，毕竟最近用Python多一些。Google关键字python print variable name and value,立刻可以获得答案。这段代码的思想也很直白，就是对输入的obj在环境变量（名称,对象）键值对中查找，返回名称。

def namestr(obj, namespace=globals()):    return [name for name in namespace if namespace[name] is obj]

这样可以这样使用

>>> a = 1>>> namestr(a)['a']

R也可以

那么R肯定也有办法做到。Google关键字r print variable name and value

myfunc <- function(v1) {  deparse(substitute(v1))}myfunc(foo)[1] "foo"

真是很不错啊。把结果告诉了同事，他也很高兴。但是substitute()和deparse()究竟是啥意思呢？在R里输入?substitute，可以看到解释。

substitute returns the parse tree forthe (unevaluated) expression expr, substituting any variables bound in env.

够晦涩难懂的吧。不过仔细思考一下，也大概明白了。在R里，从语法角度来说，所有都是expr，（这跟其他语言都是statement不同）在R的函数里，可以对传入的未进行求值的expr进行操作。这点非常有趣。而deparse()，比较好理解了至少在我看来，与as.character()的作用是一样的。

]]> + + + + + + python + + R + + + + + + + + + [leetcode 282]Expression Add Operators 原创解法 + + /zh-hans/2016/12/19/leetcode-282/ + + 题目概述

原题链接

Given a string that contains only digits 0-9 and a target value, return all possibilities to add binary operators (not unary) +, -, or * between the digits so they evaluate to the target value. "123", 6 -> ["1+2+3", "1*2*3"]  "232", 8 -> ["2*3+2", "2+3*2"] "105", 5 -> ["1*0+5","10-5"] "00", 0 -> ["0+0", "0-0", "0*0"] "3456237490", 9191 -> []

首先想到的解法就是遍历所有的组合，一一计算比较排除。

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class Solution1(object):
    def addOperators(self, num, target):
        """
        :type num: str
        :type target: int
        :rtype: List[str]
        """
        if num:
            result = []
            path = []
            n = len(num)
            self.find(num, 0, n, target, path, result)
            return result

    def find(self, num, begin, end, target, path, result):
        if begin == end:
            s = "".join(path)
            if self.is_valid(path) and eval(s) == target:
                result.append(s)
        else:
            path.append(num[begin])
            self.find(num, begin + 1, end, target, path, result)
            if begin < end - 1:
                path.append("+")
                self.find(num, begin + 1, end, target, path, result)
                path.pop()
                path.append("-")
                self.find(num, begin + 1, end, target, path, result)
                path.pop()
                path.append("*")
                self.find(num, begin + 1, end, target, path, result)
                path.pop()
            path.pop()

    def is_valid(self, path):
        flag = True
        tmp = ""
        for i in path:
            if i in "0123456789":
                tmp += i
            elif i in "+-*":
                if len(tmp) >= 2 and tmp[0] == '0':
                    flag = False
                    break
                tmp = ""

        if len(tmp) > 1 and tmp[0] == "0":
            flag = False

        return flag

分析

没有意外，这种解法超时了。

先不考虑eval()函数是否应该使用。显然的情况是每一种字符组合至少遍历４遍。

  • 第一遍，得到组合
  • 第二遍，join
  • 第三遍，eval
  • 第四遍，is_valid排除

有办法使用动态规划么？把一个大问题替换成子问题进行求解。比如先计算一个字符的所有的解。然后考虑增加到两个字符。在第一个字符的解的基础上，考虑在两个字符中间插入加减乘。然后再在两个字符的解的基础上再加入第三个字符。以此类推。这种方法，并没有减少计算量，其实还是遍历所有的组合。然后得到最终的解。

那么最终我们可以选择的优化方向就是，使用深度优先遍历的时候，必须要在遍历的同时，进行计算。这样当到达结束判断的时候，能够直接判断。

简化问题

为了便于分析，首先简化问题。考虑如何计算字符串”123”，并且只允许插入加号或者不插入加号。

为了把问题组合描述为一个树的形式。我们把两个数字直接连接起来组成一个新的数字，看做一个操作，定义为.，那么a.b = ab，而数值计算的公式为a.b = a*10+b，而且这个符号的优先级高于加号和乘号。这样可得如下树图。

tree pic

根据这种假定，对于任意数字字符串n1n2n3，可以得到的查找树如下图。

tree2 pic

通过的解法

这样我们有了解法２。

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class Solution2(object):
    def addOperators(self, num, target):
        """
        这个居然通过了。呵呵。不过是勉强通过的。
        :type num: str
        :type target: int
        :rtype: List[str]
        """
        if num:
            end = len(num)
            result = []
            path = [num[0]]
            s1 = [int(num[0])]
            s2 = []
            begin = 1
            self.find(begin, end, num, s1, s2, path, target, result)
            return result
        else:
            return []

    def find(self, begin, end, num, s1, s2, path, target, result):
        if begin == end:
            if s1[0] == target:
                result.append("".join(path))
        else:
            ops = [("+", 10), ("-", 10), ("*", 20), (".", 30)]
            ps = ["+", "-", "*", ""]
            if begin + 1 < end:
                for i in range(4):
                    s11 = s1[:]
                    s22 = s2[:]
                    path.append(ps[i] + num[begin])
                    self.helper(begin, end, num, ops[i], path, result, s11, s22, target)
                    path.pop()
            elif begin + 1 == end:
                for i in range(4):
                    s11 = s1[:]
                    s22 = s2[:]
                    path.append(ps[i] + num[begin])
                    self.helper2(begin, end, num, ops[i], path, result, s11, s22, target)
                    path.pop()

    def helper(self, begin, end, num, op, path, result, s1, s2, target):
        # 没有到达结尾
        if s2:
            op_pre = s2[-1]
            if op_pre[1] < op[1]:
                # 需要压栈延迟计算
                s1.append(int(num[begin]))
                s2.append(op)
                self.find(begin + 1, end, num, s1, s2, path, target, result)

            else:
                # 需要先把s2出栈计算完成，直到栈中的符号级别小于当前。
                is_valid = True
                while s2:
                    op_pre = s2[-1]
                    if op_pre[1] < op[1]:
                        break
                    op_pre = s2.pop()
                    n2 = s1.pop()
                    n1 = s1[-1]
                    if op_pre[0] == "+":
                        s1[-1] = n1 + n2
                    elif op_pre[0] == "-":
                        s1[-1] = n1 - n2
                    elif op_pre[0] == "*":
                        s1[-1] = n1 * n2
                    elif op_pre[0] == "." and n1 != 0:
                        s1[-1] = n1 * 10 + n2
                    else:
                        is_valid = False
                        break
                if is_valid:
                    s1.append(int(num[begin]))
                    s2.append(op)
                    self.find(begin + 1, end, num, s1, s2, path, target, result)
        else:
            s1.append(int(num[begin]))
            s2.append(op)
            self.find(begin + 1, end, num, s1, s2, path, target, result)

    def helper2(self, begin, end, num, op, path, result, s1, s2, target):
        # 到达结尾
        if s2:
            op_pre = s2[-1]
            if op_pre[1] < op[1]:
                s1.append(int(num[begin]))
                s2.append(op)

                is_valid = True
                while s2:
                    op_pre = s2.pop()
                    n2 = s1.pop()
                    n1 = s1[-1]
                    if op_pre[0] == "+":
                        s1[-1] = n1 + n2
                    elif op_pre[0] == "-":
                        s1[-1] = n1 - n2
                    elif op_pre[0] == "*":
                        s1[-1] = n1 * n2
                    elif op_pre[0] == "." and n1 != 0:
                        s1[-1] = n1 * 10 + n2
                    else:
                        is_valid = False
                        break
                if is_valid:
                    self.find(begin + 1, end, num, s1, s2, path, target, result)
            else:
                is_valid = True
                while s2:
                    op_pre = s2[-1]
                    if op_pre[1] < op[1]:
                        break
                    op_pre = s2.pop()
                    n2 = s1.pop()
                    n1 = s1[-1]
                    if op_pre[0] == "+":
                        s1[-1] = n1 + n2
                    elif op_pre[0] == "-":
                        s1[-1] = n1 - n2
                    elif op_pre[0] == "*":
                        s1[-1] = n1 * n2
                    elif op_pre[0] == "." and n1 != 0:
                        s1[-1] = n1 * 10 + n2
                    else:
                        is_valid = False
                        break

                if is_valid:
                    s2.append(op)
                    s1.append(int(num[begin]))
                    while s2:
                        op_pre = s2.pop()
                        n2 = s1.pop()
                        n1 = s1[-1]
                        if op_pre[0] == "+":
                            s1[-1] = n1 + n2
                        elif op_pre[0] == "-":
                            s1[-1] = n1 - n2
                        elif op_pre[0] == "*":
                            s1[-1] = n1 * n2
                        elif op_pre[0] == "." and n1 != 0:
                            s1[-1] = n1 * 10 + n2
                        else:
                            is_valid = False
                            break

                    if is_valid:
                        self.find(begin + 1, end, num, s1, s2, path, target, result)
        else:
            n2 = int(num[begin])
            n1 = s1[-1]
            is_valid = True
            if op[0] == "+":
                s1[-1] = n1 + n2
            elif op[0] == "-":
                s1[-1] = n1 - n2
            elif op[0] == "*":
                s1[-1] = n1 * n2
            elif op[0] == "." and n1 != 0:
                s1[-1] = n1 * 10 + n2
            else:
                is_valid = False

            if is_valid:
                self.find(begin + 1, end, num, s1, s2, path, target, result)
]]> + + + + + + leetcode + + 算法 + + python + + + + + + + + + [leetcode 224 & 227]Basic Calculator I & II 原创解法 + + /zh-hans/2016/10/24/leetcode-224/ + + 题目概述

224原题链接

227原题链接

Implement a basic calculator to evaluate a simple expression string.

这两道题可以使用一种通用的解法来解。所以就放在一起了。

"1 + 1" = 2" 2-1 + 2 " = 3"(1+(4+5+2)-3)+(6+8)" = 23"3+2*2" = 7" 3/2 " = 1" 3+5 / 2 " = 5

波兰计数法

波兰计数法是一种非常巧妙的方法，只使用一个栈结构就能计算表达式。但是呢，我们常用的表达式是一种infix表达式，而波兰计数法是一种postfix表达式。所以需要一种把infix expression转换成postfix expression。转换方法

抽象语法树

我还是想用抽象语法树的形式来解。也就是说先把表达式转换成一棵二叉树。然后再计算这棵树。思路很简单，所以呢，为了直观的看到树状结构。我发现Python下有一个不错的包binarytree，这个包可以打印树状图。我们先来看看打印的结果吧。是不是很不错。

0-(1+2)*3*(4-3/5/5)+1+1                                __+                                 /   \     __________________________+     1   /                           \       -__________                   1     /           \                       0           __*__                               /     \                           __*       -______                   /   \     /       \                 +     3   4       __/               / \               /   \             1   2             /     5                             / \                                 3   5

初步解法

根据以上的思路，我们首先定义一个Tree，继承自binarytree的Node。然后就先对字符串处理成token流，其实这题没这个要求。简单的去掉空格就行了。也没有复杂的数字。下面给出了生成AST的初步代码。算是递归下降法吧。然后再计算树的值。

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# python2
from binarytree import Node

class TreeNode(Node):
    def __init__(self, value=None):
        super(TreeNode, self).__init__(value)

    def compute(self, root):
        if root:
            if root.left == None and root.right == None:
                return int(root.value)
            else:

                left = self.compute(root.left)
                right = self.compute(root.right)
                result = None
                char = root.value
                if char == "+":
                    result = left + right
                elif char == "-":
                    result = left - right
                elif char == "*":
                    result = left * right
                elif char == "/":
                    result = left / right

                return result

class Test(object):
    def __init__(self, s):
        self.s = self.tokenize(s + "$")
        # print(self.s)
        self.i = 0
        self.n = len(self.s)
        self.t = None
        self.precedences = {'+': 0, '-': 0, '*': 1, '/': 1}

    def tokenize(self, s):
        n = len(s)
        result = []
        tmp = ""
        for i in range(0, n):
            char = s[i]
            if char == ' ':
                continue
            if char in '+-*/()$':
                if tmp:
                    result.append(tmp)
                    tmp = ""
                result.append(char)
                continue
            if char in [str(i) for i in range(0, 10)]:
                tmp += char

        return result

    def parse(self):
        while self.s[self.i] != '$':
            self.parse_expr()
        return self.t

    def parse_expr(self):
        while True:
            char = self.s[self.i]
            t = None
            if char in '$)':
                break
            elif char in '(':
                self.i += 1
                self.t = self.parse_expr()
                c = self.s[self.i]
                if c != ")":
                    raise Exception("{0} shoud be )".format(self.i))
                self.i += 1
            elif char in "+-":
                lhs = self.t
                self.t = self.parse_binary_operator(lhs, self.precedences[char])
            elif char in "*/":
                lhs = self.t
                self.t = self.parse_binary_operator(lhs, self.precedences[char])
            else:
                self.t = self.parse_term()
        return self.t

    def parse_term(self):
        c = self.s[self.i]
        if c == "(":
            self.i += 1
            t = self.parse_expr()
            # print(t)
            c = self.s[self.i]
            if c != ")":
                raise Exception("{0} shoud be )".format(self.i))
            else:
                self.i += 1
                return t
        else:
            t = TreeNode(c)
            self.i += 1
            return t

    def parse_binary_operator(self, lhs, precedence):
        c = self.s[self.i]
        oper = TreeNode(c)
        self.i += 1
        oper.left = lhs
        rhs = self.parse_term()
        while True:
            lookahead = self.s[self.i]
            if lookahead not in "$)":
                lookahead_precedence = self.precedences[lookahead]
                if lookahead_precedence > precedence:
                    rhs = self.parse_binary_operator(rhs, lookahead_precedence)
                else:
                    oper.right = rhs
                    break
            else:
                oper.right = rhs
                break

        return oper
#测试
s = "0-(1+2)*3*(4-3/5/5)+1+1"
print(s)
t = Test(s).parse()
print(t)
print(t.compute(t))

栈调用过深了

以上的解法中生成语法树的过程因为使用了多个递归，结果调用的栈过深，结果出错了。因为python默认的递归栈深度是10000。

RecursionError: maximum recursion depth exceeded while calling a Python object

怎么办呢，想办法把递归改成非递归吧。但是看了又看还是没有发现如何改，因为存在两个函数相互调用的嵌套递归。不管怎样，先减少一个递归函数吧。去掉了parse_term函数。

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class Test2(object):
    """
    并没有完全把递归改成stack方式。但是因为比Test少了一个parse_term所以减少了递归栈的深度，
    从而侥幸没有栈溢出。
    """

    def __init__(self, s):
        self.s = self.tokenize(s + "$")
        # print(self.s)
        self.i = 0
        self.n = len(self.s)
        self.t = None
        self.precedences = {'+': 0, '-': 0, '*': 1, '/': 1}

    def tokenize(self, s):
        n = len(s)
        result = []
        tmp = ""
        for i in range(0, n):
            char = s[i]
            if char == ' ':
                continue
            if char in '+-*/()$':
                if tmp:
                    result.append(tmp)
                    tmp = ""
                result.append(char)
                continue
            if char in [str(i) for i in range(0, 10)]:
                tmp += char

        return result

    def parse(self):
        return self.parse_expr()

    def parse_expr(self):
        while True:
            char = self.s[self.i]
            t = None
            if char in '$)':
                break
            elif char in '(':
                self.i += 1
                self.t = self.parse_expr()
                c = self.s[self.i]
                if c != ")":
                    raise Exception("{0} shoud be )".format(self.i))
                self.i += 1
            elif char in "+-":
                lhs = self.t
                self.t = self.parse_binary_operator(lhs, self.precedences[char])
            elif char in "*/":
                lhs = self.t
                self.t = self.parse_binary_operator(lhs, self.precedences[char])
            else:
                t = TreeNode(char)
                self.i += 1
                self.t = t

        return self.t

    def parse_binary_operator(self, lhs, precedence):
        c = self.s[self.i]
        oper = TreeNode(c)
        self.i += 1
        oper.left = lhs

        c = self.s[self.i]
        rhs = None
        if c == "(":
            self.i += 1
            t = self.parse_expr()
            # print(t)
            c = self.s[self.i]
            if c != ")":
                raise Exception("{0} shoud be )".format(self.i))
            else:
                self.i += 1
                rhs = t
        else:
            t = TreeNode(c)
            self.i += 1
            rhs = t

        while True:
            lookahead = self.s[self.i]
            if lookahead not in "$)":
                lookahead_precedence = self.precedences[lookahead]
                if lookahead_precedence > precedence:
                    rhs = self.parse_binary_operator(rhs, lookahead_precedence)
                else:
                    oper.right = rhs
                    break
            else:
                oper.right = rhs
                break

        return oper

居然不出现栈溢出了。呵呵。(其实还是存在这个问题，只是能够通过leetcode测试了)但是计算的过程TreeNode::compute还是出现了调用过深的错误RecursionError。这个没关系啊，我们可以改成非递归的栈模拟方式。

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class TreeNode(Node):
    def __init__(self, value=None):
        super(TreeNode, self).__init__(value)

    def compute(self, root):
        if root:
            if root.left == None and root.right == None:
                return int(root.value)
            else:

                left = self.compute(root.left)
                right = self.compute(root.right)
                result = None
                char = root.value
                if char == "+":
                    result = left + right
                elif char == "-":
                    result = left - right
                elif char == "*":
                    result = left * right
                elif char == "/":
                    result = left / right

                return result

    def compute2(self, root):
        # compute的非递归形式。
        q = []
        result = None
        prog = 1
        left = None
        right = None
        tup = (prog, root, left, right)
        q.append(tup)
        while q:
            prog, root, left, right = q.pop()
            if prog == 1:
                if root.left == None and root.right == None:
                    result = int(root.value)
                    continue
                else:
                    prog = 2
            if prog == 2:
                tup = (prog + 1, root, left, right)
                q.append(tup)
                tup_new = (1, root.left, left, right)
                q.append(tup_new)
                continue
            if prog == 3:
                left = result
                prog = 4
            if prog == 4:
                tup = (prog + 1, root, left, right)
                q.append(tup)
                tup_new = (1, root.right, left, right)
                q.append(tup_new)
                continue
            if prog == 5:
                right = result
                char = root.value
                if char == "+":
                    result = left + right
                elif char == "-":
                    result = left - right
                elif char == "*":
                    result = left * right
                elif char == "/":
                    result = left / right

        return result

通过的代码

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from binarytree import Node
class TreeNode(Node):
    def __init__(self, value=None):
        super(TreeNode, self).__init__(value)

    def compute(self, root):
        if root:
            if root.left == None and root.right == None:
                return int(root.value)
            else:

                left = self.compute(root.left)
                right = self.compute(root.right)
                result = None
                char = root.value
                if char == "+":
                    result = left + right
                elif char == "-":
                    result = left - right
                elif char == "*":
                    result = left * right
                elif char == "/":
                    result = left / right

                return result

    def compute2(self, root):
        # compute的非递归形式。
        q = []
        result = None
        prog = 1
        left = None
        right = None
        tup = (prog, root, left, right)
        q.append(tup)
        while q:
            prog, root, left, right = q.pop()
            if prog == 1:
                if root.left == None and root.right == None:
                    result = int(root.value)
                    continue
                else:
                    prog = 2
            if prog == 2:
                tup = (prog + 1, root, left, right)
                q.append(tup)
                tup_new = (1, root.left, left, right)
                q.append(tup_new)
                continue
            if prog == 3:
                left = result
                prog = 4
            if prog == 4:
                tup = (prog + 1, root, left, right)
                q.append(tup)
                tup_new = (1, root.right, left, right)
                q.append(tup_new)
                continue
            if prog == 5:
                right = result
                char = root.value
                if char == "+":
                    result = left + right
                elif char == "-":
                    result = left - right
                elif char == "*":
                    result = left * right
                elif char == "/":
                    result = left / right

        return result


class Test2(object):
    """
    并没有完全把递归改成stack方式。但是因为比Test少了一个parse_term所以减少了递归栈的深度，
    从而侥幸没有栈溢出。
    """

    def __init__(self, s):
        self.s = self.tokenize(s + "$")
        # print(self.s)
        self.i = 0
        self.n = len(self.s)
        self.t = None
        self.precedences = {'+': 0, '-': 0, '*': 1, '/': 1}

    def tokenize(self, s):
        n = len(s)
        result = []
        tmp = ""
        for i in range(0, n):
            char = s[i]
            if char == ' ':
                continue
            if char in '+-*/()$':
                if tmp:
                    result.append(tmp)
                    tmp = ""
                result.append(char)
                continue
            if char in [str(i) for i in range(0, 10)]:
                tmp += char

        return result

    def parse(self):
        return self.parse_expr()

    def parse_expr(self):
        while True:
            char = self.s[self.i]
            t = None
            if char in '$)':
                break
            elif char in '(':
                self.i += 1
                self.t = self.parse_expr()
                c = self.s[self.i]
                if c != ")":
                    raise Exception("{0} shoud be )".format(self.i))
                self.i += 1
            elif char in "+-":
                lhs = self.t
                self.t = self.parse_binary_operator(lhs, self.precedences[char])
            elif char in "*/":
                lhs = self.t
                self.t = self.parse_binary_operator(lhs, self.precedences[char])
            else:
                t = TreeNode(char)
                self.i += 1
                self.t = t

        return self.t

    def parse_binary_operator(self, lhs, precedence):
        c = self.s[self.i]
        oper = TreeNode(c)
        self.i += 1
        oper.left = lhs

        c = self.s[self.i]
        rhs = None
        if c == "(":
            self.i += 1
            t = self.parse_expr()
            # print(t)
            c = self.s[self.i]
            if c != ")":
                raise Exception("{0} shoud be )".format(self.i))
            else:
                self.i += 1
                rhs = t
        else:
            t = TreeNode(c)
            self.i += 1
            rhs = t

        while True:
            lookahead = self.s[self.i]
            if lookahead not in "$)":
                lookahead_precedence = self.precedences[lookahead]
                if lookahead_precedence > precedence:
                    rhs = self.parse_binary_operator(rhs, lookahead_precedence)
                else:
                    oper.right = rhs
                    break
            else:
                oper.right = rhs
                break

        return oper

# 测试
s = "0-(1+2)*3*(4-3/5/5)+1+1"
print(s)
t = Test2(s).parse()
print(t)
print(t.compute2(t))

总结

虽然代码长了点，但是练习了一下如何生成一个抽象语法树。并且练习了如何把一个调用自身的递归改成非递归。

]]> + + + + + + leetcode + + 算法 + + python + + + + + + + + + [leetcode 200]Number of Islands 原创解法 + + /zh-hans/2016/09/27/2016-9-27-leetcode-200/ + + 题目概述

原题链接

Given a 2d grid map of '1's (land) and '0's (water), count the number of islands. An island is surrounded by water and is formed by connecting adjacent lands horizontally or vertically. You may assume all four edges of the grid are all surrounded by water.Example 1:11110110101100000000Answer: 1Example 2:11000110000010000011Answer: 3

最终解法

解法的代码先贴出来了，解题思路后补啊。总体来说，就是一行一行的扫描。是个不错的在线算法，也就是说如果数据量非常大也没关系，呵呵。

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class Solution(object):
    def numIslands(self, grid):
        """
        基本思路，一行一行的扫描。
        :type grid: List[List[str]]
        :rtype: int
        """
        print("====")
        n = len(grid)
        if n == 0: return 0

        length = len(grid[0])
        h_pre = {}   # key : 是 “i,j” 字符串。value =》 [accumulator] ，一个list包含了岛的索引。
        h_curr = {}  # 当前行
        a = []  # 保存的是一个个的list，list的长度是1，值对应岛的索引。
        debug = []
        accumulator = 1 # 表示岛的自增索引，每当发现一个新的岛，自增。
        for i in range(0, length):
            if i == 0 and grid[0][i] == '1':
                h_curr['0,' + str(i)] = [accumulator]
                a.append(h_curr['0,' + str(i)])
                debug.append('0,' + str(i))
            elif i > 0 and grid[0][i] == '1':
                if grid[0][i - 1] == '1':
                    h_curr[str(0) + ',' + str(i)] = h_curr[str(0) + ',' + str(i - 1)]
                else:
                    accumulator += 1
                    h_curr['0,' + str(i)] = [accumulator]
                    a.append(h_curr['0,' + str(i)])
                    debug.append('0,' + str(i))

        for i in range(1, n):
            h_pre = h_curr
            h_curr = {}
            for j in range(0, length):
                if j == 0 and grid[i][j] == '1':

                    if grid[i - 1][j] == '1':
                        h_curr[str(i) + ',' + str(j)] = h_pre[str(i - 1) + ',' + str(j)]
                    else:
                        accumulator += 1
                        h_curr[str(i) + ',' + str(j)] = [accumulator]
                        a.append(h_curr[str(i) + ',' + str(j)])
                        debug.append(str(i) + ',' + str(j))

                elif j > 0 and grid[i][j] == '1':

                    if grid[i - 1][j] == '1' and grid[i][j - 1] == '1':
                        pre = h_curr[str(i) + ',' + str(j - 1)]
                        above = h_pre[str(i - 1) + ',' + str(j)]

                        if pre[0] == above[0]:
                            # 对pre的值进行更新
                            h_curr[str(i) + ',' + str(j)] = pre
                        else :
                            h_curr[str(i) + ',' + str(j)] = above
                            v1 = pre[0]
                            v2 = above[0]  # z这里一定要换成静态的值，否则的话当a[k]的值进行更新时，会影响到pre的值。
                            for k in range(0, len(a)):
                                if a[k][0] == v1:
                                    a[k][0] = v2


                    elif grid[i][j - 1] == '1' and grid[i - 1][j] != '1':
                        pre = h_curr[str(i) + ',' + str(j - 1)]
                        h_curr[str(i) + ',' + str(j)] = pre
                    elif grid[i][j - 1] != '1' and grid[i - 1][j] == '1':
                        above = h_pre[str(i - 1) + ',' + str(j)]
                        h_curr[str(i) + ',' + str(j)] = above
                    else:
                        accumulator += 1
                        h_curr[str(i) + ',' + str(j)] = [accumulator]
                        a.append(h_curr[str(i) + ',' + str(j)])
                        debug.append(str(i) + ',' + str(j))
        s = set()
        for item in a:
            s.add(item[0])
        return len(s)


if __name__ == "__main__":
    grid = ["11000",
            "11000",
            "00100",
            "00011"]  # 3
    print(Solution().numIslands(grid))
    grid = ["10111",
            "10101",
            "11101"]  # 1
    print(Solution().numIslands(grid))
    grid = ["1111111",
            "0000001",
            "1111101",
            "1000101",
            "1010101",
            "1011101",
            "1111111"]  # 1
    print(Solution().numIslands(grid))


    grid = ["10011101100000000000",
            "10011001000101010010",
            "00011110101100001010",
            "00011001000111001001",
            "00000001110000000000",
            "10000101011000000101",
            "00010001010101010101",
            "00010100110101101110",
            "00001001100001000101",
            "00100100000100100010",
            "10010000000100101010",
            "01000101011011101100",
            "11010000100000010001",
            "01001110001111101000",
            "00111000110001010000",
            "10010100001000101011",
            "10100000010001010000",
            "01100011101010111100",
            "01000011001010010011",
            "00000011110100011000"]  # 58
    print(Solution().numIslands(grid))
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+ + + +
+ 宏是怎么扩展的呢？比较流行的编程语言中，Java,Python都没有定义宏的功能。c语言中的宏限制比较大， 没有Lisp中的宏强大。以下提到的宏，指的是Lisp方言中的宏。 宏的求值可以分为两个步骤 扩展（expand）–编译期 求值（eval） –运行期 这看起来很简单，但是实际写macro的时候，就会有很多的困惑。这里的主要矛盾就是理解 以下两个过程， 在一个宏的内部调用另一个函 +
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224原题链接

+

227原题链接

+
Implement a basic calculator to evaluate a simple expression string.
+
+

这两道题可以使用一种通用的解法来解。所以就放在一起了。

+
"1 + 1" = 2
+" 2-1 + 2 " = 3
+"(1+(4+5+2)-3)+(6+8)" = 23
+
+"3+2*2" = 7
+" 3/2 " = 1
+" 3+5 / 2 " = 5
+
+ + +

波兰计数法

波兰计数法是一种非常巧妙的方法，只使用一个栈结构就能计算表达式。 +但是呢，我们常用的表达式是一种infix表达式，而波兰计数法是一种 +postfix表达式。所以需要一种把infix expression转换成postfix expression +。转换方法

+

抽象语法树

我还是想用抽象语法树的形式来解。也就是说先把表达式转换成一棵二叉树。 +然后再计算这棵树。思路很简单，所以呢，为了直观的看到树状结构。 +我发现Python下有一个不错的包binarytree，这个包可以打印树状图。 +我们先来看看打印的结果吧。是不是很不错。

+
0-(1+2)*3*(4-3/5/5)+1+1
+
+                                __+  
+                               /   \ 
+    __________________________+     1
+   /                           \     
+  -__________                   1    
+ /           \                       
+0           __*__                    
+           /     \                   
+        __*       -______            
+       /   \     /       \           
+      +     3   4       __/          
+     / \               /   \         
+    1   2             /     5        
+                     / \             
+                    3   5  
+
+

初步解法

根据以上的思路，我们首先定义一个Tree，继承自binarytree的Node。 +然后就先对字符串处理成token流，其实这题没这个要求。简单的去掉 +空格就行了。也没有复杂的数字。下面给出了生成AST的初步代码。 +算是递归下降法吧。 +然后再计算树的值。

+
# python2
from binarytree import Node

class TreeNode(Node):
    def __init__(self, value=None):
        super(TreeNode, self).__init__(value)

    def compute(self, root):
        if root:
            if root.left == None and root.right == None:
                return int(root.value)
            else:

                left = self.compute(root.left)
                right = self.compute(root.right)
                result = None
                char = root.value
                if char == "+":
                    result = left + right
                elif char == "-":
                    result = left - right
                elif char == "*":
                    result = left * right
                elif char == "/":
                    result = left / right

                return result

class Test(object):
    def __init__(self, s):
        self.s = self.tokenize(s + "$")
        # print(self.s)
        self.i = 0
        self.n = len(self.s)
        self.t = None
        self.precedences = {'+': 0, '-': 0, '*': 1, '/': 1}

    def tokenize(self, s):
        n = len(s)
        result = []
        tmp = ""
        for i in range(0, n):
            char = s[i]
            if char == ' ':
                continue
            if char in '+-*/()$':
                if tmp:
                    result.append(tmp)
                    tmp = ""
                result.append(char)
                continue
            if char in [str(i) for i in range(0, 10)]:
                tmp += char

        return result

    def parse(self):
        while self.s[self.i] != '$':
            self.parse_expr()
        return self.t

    def parse_expr(self):
        while True:
            char = self.s[self.i]
            t = None
            if char in '$)':
                break
            elif char in '(':
                self.i += 1
                self.t = self.parse_expr()
                c = self.s[self.i]
                if c != ")":
                    raise Exception("{0} shoud be )".format(self.i))
                self.i += 1
            elif char in "+-":
                lhs = self.t
                self.t = self.parse_binary_operator(lhs, self.precedences[char])
            elif char in "*/":
                lhs = self.t
                self.t = self.parse_binary_operator(lhs, self.precedences[char])
            else:
                self.t = self.parse_term()
        return self.t

    def parse_term(self):
        c = self.s[self.i]
        if c == "(":
            self.i += 1
            t = self.parse_expr()
            # print(t)
            c = self.s[self.i]
            if c != ")":
                raise Exception("{0} shoud be )".format(self.i))
            else:
                self.i += 1
                return t
        else:
            t = TreeNode(c)
            self.i += 1
            return t

    def parse_binary_operator(self, lhs, precedence):
        c = self.s[self.i]
        oper = TreeNode(c)
        self.i += 1
        oper.left = lhs
        rhs = self.parse_term()
        while True:
            lookahead = self.s[self.i]
            if lookahead not in "$)":
                lookahead_precedence = self.precedences[lookahead]
                if lookahead_precedence > precedence:
                    rhs = self.parse_binary_operator(rhs, lookahead_precedence)
                else:
                    oper.right = rhs
                    break
            else:
                oper.right = rhs
                break

        return oper
#测试
s = "0-(1+2)*3*(4-3/5/5)+1+1"
print(s)
t = Test(s).parse()
print(t)
print(t.compute(t))
+ +

栈调用过深了

以上的解法中生成语法树的过程因为使用了多个递归，结果调用的栈过深，结果 +出错了。因为 +python默认的递归栈深度是10000。

+
RecursionError: maximum recursion depth exceeded while calling a Python object
+
+

怎么办呢，想办法把递归改成非递归吧。但是看了又看还是没有发现如何改， +因为存在两个函数相互调用的嵌套递归。不管怎样，先减少一个递归函数吧。 +去掉了parse_term函数。

+
class Test2(object):
    """
    并没有完全把递归改成stack方式。但是因为比Test少了一个parse_term所以减少了递归栈的深度，
    从而侥幸没有栈溢出。
    """

    def __init__(self, s):
        self.s = self.tokenize(s + "$")
        # print(self.s)
        self.i = 0
        self.n = len(self.s)
        self.t = None
        self.precedences = {'+': 0, '-': 0, '*': 1, '/': 1}

    def tokenize(self, s):
        n = len(s)
        result = []
        tmp = ""
        for i in range(0, n):
            char = s[i]
            if char == ' ':
                continue
            if char in '+-*/()$':
                if tmp:
                    result.append(tmp)
                    tmp = ""
                result.append(char)
                continue
            if char in [str(i) for i in range(0, 10)]:
                tmp += char

        return result

    def parse(self):
        return self.parse_expr()

    def parse_expr(self):
        while True:
            char = self.s[self.i]
            t = None
            if char in '$)':
                break
            elif char in '(':
                self.i += 1
                self.t = self.parse_expr()
                c = self.s[self.i]
                if c != ")":
                    raise Exception("{0} shoud be )".format(self.i))
                self.i += 1
            elif char in "+-":
                lhs = self.t
                self.t = self.parse_binary_operator(lhs, self.precedences[char])
            elif char in "*/":
                lhs = self.t
                self.t = self.parse_binary_operator(lhs, self.precedences[char])
            else:
                t = TreeNode(char)
                self.i += 1
                self.t = t

        return self.t

    def parse_binary_operator(self, lhs, precedence):
        c = self.s[self.i]
        oper = TreeNode(c)
        self.i += 1
        oper.left = lhs

        c = self.s[self.i]
        rhs = None
        if c == "(":
            self.i += 1
            t = self.parse_expr()
            # print(t)
            c = self.s[self.i]
            if c != ")":
                raise Exception("{0} shoud be )".format(self.i))
            else:
                self.i += 1
                rhs = t
        else:
            t = TreeNode(c)
            self.i += 1
            rhs = t

        while True:
            lookahead = self.s[self.i]
            if lookahead not in "$)":
                lookahead_precedence = self.precedences[lookahead]
                if lookahead_precedence > precedence:
                    rhs = self.parse_binary_operator(rhs, lookahead_precedence)
                else:
                    oper.right = rhs
                    break
            else:
                oper.right = rhs
                break

        return oper
+ + + + + +

居然不出现栈溢出了。呵呵。(其实还是存在这个问题，只是能够通过leetcode测试了) +但是计算的过程TreeNode::compute还是出现了调用过深的错误RecursionError。 +这个没关系啊，我们可以改成非递归的栈模拟方式。

+
class TreeNode(Node):
    def __init__(self, value=None):
        super(TreeNode, self).__init__(value)

    def compute(self, root):
        if root:
            if root.left == None and root.right == None:
                return int(root.value)
            else:

                left = self.compute(root.left)
                right = self.compute(root.right)
                result = None
                char = root.value
                if char == "+":
                    result = left + right
                elif char == "-":
                    result = left - right
                elif char == "*":
                    result = left * right
                elif char == "/":
                    result = left / right

                return result

    def compute2(self, root):
        # compute的非递归形式。
        q = []
        result = None
        prog = 1
        left = None
        right = None
        tup = (prog, root, left, right)
        q.append(tup)
        while q:
            prog, root, left, right = q.pop()
            if prog == 1:
                if root.left == None and root.right == None:
                    result = int(root.value)
                    continue
                else:
                    prog = 2
            if prog == 2:
                tup = (prog + 1, root, left, right)
                q.append(tup)
                tup_new = (1, root.left, left, right)
                q.append(tup_new)
                continue
            if prog == 3:
                left = result
                prog = 4
            if prog == 4:
                tup = (prog + 1, root, left, right)
                q.append(tup)
                tup_new = (1, root.right, left, right)
                q.append(tup_new)
                continue
            if prog == 5:
                right = result
                char = root.value
                if char == "+":
                    result = left + right
                elif char == "-":
                    result = left - right
                elif char == "*":
                    result = left * right
                elif char == "/":
                    result = left / right

        return result
+ +

通过的代码

from binarytree import Node
class TreeNode(Node):
    def __init__(self, value=None):
        super(TreeNode, self).__init__(value)

    def compute(self, root):
        if root:
            if root.left == None and root.right == None:
                return int(root.value)
            else:

                left = self.compute(root.left)
                right = self.compute(root.right)
                result = None
                char = root.value
                if char == "+":
                    result = left + right
                elif char == "-":
                    result = left - right
                elif char == "*":
                    result = left * right
                elif char == "/":
                    result = left / right

                return result

    def compute2(self, root):
        # compute的非递归形式。
        q = []
        result = None
        prog = 1
        left = None
        right = None
        tup = (prog, root, left, right)
        q.append(tup)
        while q:
            prog, root, left, right = q.pop()
            if prog == 1:
                if root.left == None and root.right == None:
                    result = int(root.value)
                    continue
                else:
                    prog = 2
            if prog == 2:
                tup = (prog + 1, root, left, right)
                q.append(tup)
                tup_new = (1, root.left, left, right)
                q.append(tup_new)
                continue
            if prog == 3:
                left = result
                prog = 4
            if prog == 4:
                tup = (prog + 1, root, left, right)
                q.append(tup)
                tup_new = (1, root.right, left, right)
                q.append(tup_new)
                continue
            if prog == 5:
                right = result
                char = root.value
                if char == "+":
                    result = left + right
                elif char == "-":
                    result = left - right
                elif char == "*":
                    result = left * right
                elif char == "/":
                    result = left / right

        return result


class Test2(object):
    """
    并没有完全把递归改成stack方式。但是因为比Test少了一个parse_term所以减少了递归栈的深度，
    从而侥幸没有栈溢出。
    """

    def __init__(self, s):
        self.s = self.tokenize(s + "$")
        # print(self.s)
        self.i = 0
        self.n = len(self.s)
        self.t = None
        self.precedences = {'+': 0, '-': 0, '*': 1, '/': 1}

    def tokenize(self, s):
        n = len(s)
        result = []
        tmp = ""
        for i in range(0, n):
            char = s[i]
            if char == ' ':
                continue
            if char in '+-*/()$':
                if tmp:
                    result.append(tmp)
                    tmp = ""
                result.append(char)
                continue
            if char in [str(i) for i in range(0, 10)]:
                tmp += char

        return result

    def parse(self):
        return self.parse_expr()

    def parse_expr(self):
        while True:
            char = self.s[self.i]
            t = None
            if char in '$)':
                break
            elif char in '(':
                self.i += 1
                self.t = self.parse_expr()
                c = self.s[self.i]
                if c != ")":
                    raise Exception("{0} shoud be )".format(self.i))
                self.i += 1
            elif char in "+-":
                lhs = self.t
                self.t = self.parse_binary_operator(lhs, self.precedences[char])
            elif char in "*/":
                lhs = self.t
                self.t = self.parse_binary_operator(lhs, self.precedences[char])
            else:
                t = TreeNode(char)
                self.i += 1
                self.t = t

        return self.t

    def parse_binary_operator(self, lhs, precedence):
        c = self.s[self.i]
        oper = TreeNode(c)
        self.i += 1
        oper.left = lhs

        c = self.s[self.i]
        rhs = None
        if c == "(":
            self.i += 1
            t = self.parse_expr()
            # print(t)
            c = self.s[self.i]
            if c != ")":
                raise Exception("{0} shoud be )".format(self.i))
            else:
                self.i += 1
                rhs = t
        else:
            t = TreeNode(c)
            self.i += 1
            rhs = t

        while True:
            lookahead = self.s[self.i]
            if lookahead not in "$)":
                lookahead_precedence = self.precedences[lookahead]
                if lookahead_precedence > precedence:
                    rhs = self.parse_binary_operator(rhs, lookahead_precedence)
                else:
                    oper.right = rhs
                    break
            else:
                oper.right = rhs
                break

        return oper

# 测试
s = "0-(1+2)*3*(4-3/5/5)+1+1"
print(s)
t = Test2(s).parse()
print(t)
print(t.compute2(t))
+ +

总结

虽然代码长了点，但是练习了一下如何生成一个抽象语法树。并且练习了 +如何把一个调用自身的递归改成非递归。

+]]> + + leetcode + 算法 + python + + + + [leetcode 282]Expression Add Operators 原创解法 + /zh-hans/2016/12/19/leetcode-282/ + 题目概述

原题链接

+
Given a string that contains only digits 0-9 and a target value, return all possibilities to add binary operators (
+not unary) +, -, or * between the digits so they evaluate to the target value.
+
+ "123", 6 -> ["1+2+3", "1*2*3"] 
+ "232", 8 -> ["2*3+2", "2+3*2"]
+ "105", 5 -> ["1*0+5","10-5"]
+ "00", 0 -> ["0+0", "0-0", "0*0"]
+ "3456237490", 9191 -> []
+
+ + +

首先想到的解法就是遍历所有的组合，一一计算比较排除。

+
class Solution1(object):
    def addOperators(self, num, target):
        """
        :type num: str
        :type target: int
        :rtype: List[str]
        """
        if num:
            result = []
            path = []
            n = len(num)
            self.find(num, 0, n, target, path, result)
            return result

    def find(self, num, begin, end, target, path, result):
        if begin == end:
            s = "".join(path)
            if self.is_valid(path) and eval(s) == target:
                result.append(s)
        else:
            path.append(num[begin])
            self.find(num, begin + 1, end, target, path, result)
            if begin < end - 1:
                path.append("+")
                self.find(num, begin + 1, end, target, path, result)
                path.pop()
                path.append("-")
                self.find(num, begin + 1, end, target, path, result)
                path.pop()
                path.append("*")
                self.find(num, begin + 1, end, target, path, result)
                path.pop()
            path.pop()

    def is_valid(self, path):
        flag = True
        tmp = ""
        for i in path:
            if i in "0123456789":
                tmp += i
            elif i in "+-*":
                if len(tmp) >= 2 and tmp[0] == '0':
                    flag = False
                    break
                tmp = ""

        if len(tmp) > 1 and tmp[0] == "0":
            flag = False

        return flag
+ +

分析

没有意外，这种解法超时了。

+

先不考虑eval()函数是否应该使用。 +显然的情况是每一种字符组合至少遍历４遍。

+
    +
  • 第一遍，得到组合
    • +
  • 第二遍，join
    • +
  • 第三遍，eval
    • +
  • 第四遍，is_valid排除
    • +
+

有办法使用动态规划么？把一个大问题替换成子问题进行求解。 +比如先计算一个字符的所有的解。然后考虑增加到两个字符。在第一个字符的解 +的基础上，考虑在两个字符中间插入加减乘。然后再在两个字符的解的基础上 +再加入第三个字符。以此类推。这种方法，并没有减少计算量，其实还是遍历 +所有的组合。然后得到最终的解。

+

那么最终我们可以选择的优化方向就是，使用深度优先遍历的时候，必须要在 +遍历的同时，进行计算。这样当到达结束判断的时候，能够直接判断。

+

简化问题

为了便于分析，首先简化问题。考虑如何计算字符串”123”，并且 +只允许插入加号或者不插入加号。

+

为了把问题组合描述为一个树的形式。我们把两个数字直接连接起来组成 +一个新的数字，看做一个操作，定义为.，那么a.b = ab，而数值计算 +的公式为a.b = a*10+b， +而且这个符号的优先级高于加号和乘号。 +这样可得如下树图。

+

tree pic

+

根据这种假定，对于任意数字字符串n1n2n3，可以得到 +的查找树如下图。

+

tree2 pic

+

通过的解法

这样我们有了解法２。

+
class Solution2(object):
    def addOperators(self, num, target):
        """
        这个居然通过了。呵呵。不过是勉强通过的。
        :type num: str
        :type target: int
        :rtype: List[str]
        """
        if num:
            end = len(num)
            result = []
            path = [num[0]]
            s1 = [int(num[0])]
            s2 = []
            begin = 1
            self.find(begin, end, num, s1, s2, path, target, result)
            return result
        else:
            return []

    def find(self, begin, end, num, s1, s2, path, target, result):
        if begin == end:
            if s1[0] == target:
                result.append("".join(path))
        else:
            ops = [("+", 10), ("-", 10), ("*", 20), (".", 30)]
            ps = ["+", "-", "*", ""]
            if begin + 1 < end:
                for i in range(4):
                    s11 = s1[:]
                    s22 = s2[:]
                    path.append(ps[i] + num[begin])
                    self.helper(begin, end, num, ops[i], path, result, s11, s22, target)
                    path.pop()
            elif begin + 1 == end:
                for i in range(4):
                    s11 = s1[:]
                    s22 = s2[:]
                    path.append(ps[i] + num[begin])
                    self.helper2(begin, end, num, ops[i], path, result, s11, s22, target)
                    path.pop()

    def helper(self, begin, end, num, op, path, result, s1, s2, target):
        # 没有到达结尾
        if s2:
            op_pre = s2[-1]
            if op_pre[1] < op[1]:
                # 需要压栈延迟计算
                s1.append(int(num[begin]))
                s2.append(op)
                self.find(begin + 1, end, num, s1, s2, path, target, result)

            else:
                # 需要先把s2出栈计算完成，直到栈中的符号级别小于当前。
                is_valid = True
                while s2:
                    op_pre = s2[-1]
                    if op_pre[1] < op[1]:
                        break
                    op_pre = s2.pop()
                    n2 = s1.pop()
                    n1 = s1[-1]
                    if op_pre[0] == "+":
                        s1[-1] = n1 + n2
                    elif op_pre[0] == "-":
                        s1[-1] = n1 - n2
                    elif op_pre[0] == "*":
                        s1[-1] = n1 * n2
                    elif op_pre[0] == "." and n1 != 0:
                        s1[-1] = n1 * 10 + n2
                    else:
                        is_valid = False
                        break
                if is_valid:
                    s1.append(int(num[begin]))
                    s2.append(op)
                    self.find(begin + 1, end, num, s1, s2, path, target, result)
        else:
            s1.append(int(num[begin]))
            s2.append(op)
            self.find(begin + 1, end, num, s1, s2, path, target, result)

    def helper2(self, begin, end, num, op, path, result, s1, s2, target):
        # 到达结尾
        if s2:
            op_pre = s2[-1]
            if op_pre[1] < op[1]:
                s1.append(int(num[begin]))
                s2.append(op)

                is_valid = True
                while s2:
                    op_pre = s2.pop()
                    n2 = s1.pop()
                    n1 = s1[-1]
                    if op_pre[0] == "+":
                        s1[-1] = n1 + n2
                    elif op_pre[0] == "-":
                        s1[-1] = n1 - n2
                    elif op_pre[0] == "*":
                        s1[-1] = n1 * n2
                    elif op_pre[0] == "." and n1 != 0:
                        s1[-1] = n1 * 10 + n2
                    else:
                        is_valid = False
                        break
                if is_valid:
                    self.find(begin + 1, end, num, s1, s2, path, target, result)
            else:
                is_valid = True
                while s2:
                    op_pre = s2[-1]
                    if op_pre[1] < op[1]:
                        break
                    op_pre = s2.pop()
                    n2 = s1.pop()
                    n1 = s1[-1]
                    if op_pre[0] == "+":
                        s1[-1] = n1 + n2
                    elif op_pre[0] == "-":
                        s1[-1] = n1 - n2
                    elif op_pre[0] == "*":
                        s1[-1] = n1 * n2
                    elif op_pre[0] == "." and n1 != 0:
                        s1[-1] = n1 * 10 + n2
                    else:
                        is_valid = False
                        break

                if is_valid:
                    s2.append(op)
                    s1.append(int(num[begin]))
                    while s2:
                        op_pre = s2.pop()
                        n2 = s1.pop()
                        n1 = s1[-1]
                        if op_pre[0] == "+":
                            s1[-1] = n1 + n2
                        elif op_pre[0] == "-":
                            s1[-1] = n1 - n2
                        elif op_pre[0] == "*":
                            s1[-1] = n1 * n2
                        elif op_pre[0] == "." and n1 != 0:
                            s1[-1] = n1 * 10 + n2
                        else:
                            is_valid = False
                            break

                    if is_valid:
                        self.find(begin + 1, end, num, s1, s2, path, target, result)
        else:
            n2 = int(num[begin])
            n1 = s1[-1]
            is_valid = True
            if op[0] == "+":
                s1[-1] = n1 + n2
            elif op[0] == "-":
                s1[-1] = n1 - n2
            elif op[0] == "*":
                s1[-1] = n1 * n2
            elif op[0] == "." and n1 != 0:
                s1[-1] = n1 * 10 + n2
            else:
                is_valid = False

            if is_valid:
                self.find(begin + 1, end, num, s1, s2, path, target, result)
+]]> + + leetcode + 算法 + python + + + + R和Python里得到传入参数的变量名 + /zh-hans/2016/12/21/get-val-name-and-value/ + 问题

同事写R程序的时候，问我能不能获取一个变量的name， +我说这个好办啊，在R里可以这样写，用quote()

+
> a <- 1
+> quote(a)
+a
+
+

不过我把问题想简单了，他实际需要的是要获得传入 +参数的name。例如定义一个函数foo(c), 给它传入参数a，我能够在函数 +内部知道传入参数的名字a。

+ + +

我说可以增加一个参数嘛。把参数的名字直接传入。

+
> foo(a,"a")
+
+

但是我立刻意识到，这里存在重复，而写代码是提倡 +do not repeat yourself的。而且对R这种可以随意获取环境变量的高级语言。 +肯定有办法做到。

+

python可以做到

但是我还是先看看Python吧，毕竟最近用Python +多一些。Google关键字python print variable name and value,立刻可以获得 +答案。这段代码的思想也很直白，就是对输入的obj在环境变量（名称,对象）键值对 +中查找，返回名称。

+
def namestr(obj, namespace=globals()):
+    return [name for name in namespace if namespace[name] is obj]
+
+

这样可以这样使用

+
>>> a = 1
+>>> namestr(a)
+['a']
+
+

R也可以

那么R肯定也有办法做到。Google关键字 +r print variable name and value

+
myfunc <- function(v1) {
+  deparse(substitute(v1))
+}
+
+myfunc(foo)
+[1] "foo"
+
+

真是很不错啊。把结果告诉了同事，他也很高兴。 +但是substitute()和deparse()究竟是啥意思呢？在R里输入?substitute，可以 +看到解释。

+
+

substitute returns the parse tree for +the (unevaluated) expression expr, substituting any variables bound in env.

+
+

够晦涩难懂的吧。不过仔细思考一下，也大概明白了。 +在R里，从语法角度来说，所有都是expr，（这跟其他语言都是statement不同） +在R的函数里，可以对传入的未进行求值的expr进行操作。这点非常有趣。 +而deparse()，比较好理解了至少在我看来，与as.character()的作用是一样的。

+]]> + + python + R + + + + 使用pandas.read_csv()读取csv文件 + /zh-hans/2016/12/22/pandas-read-csv/ + 问题

以下Python代码实现对Excel转存的csv文件进行读取。

+
import pandas as pd
df = pd.read_csv(file_path + file_name + ".csv", encoding="gbk")
+ + + +

把csv文件入库是一件脏活。表面上看csv文件是一个非常简单的 +逗号分隔符文件。但是其实不然。Excel转存的csv文件并不是标准的以逗号作为分隔符， +并且对所有的项用双引号包裹。现在我就遇到了从Oracle导出的csv文件，以上的代码 +不起作用了。

+

解决问题

究竟怎么回事呢，找了一圈也没有发现使用pandas.read_csv()读取 +这种标准csv文件的方法。还是先把问题简化一下，看看Python的csv模块是如何读取的吧。 +简单的查找就可以找到答案。

+
import csv
csv.register_dialect(
    'mydialect',
    delimiter = ',',
    quotechar = '"',
    doublequote = True,
    skipinitialspace = True,
    lineterminator = '\r\n',
    quoting = csv.QUOTE_MINIMAL)

print('\n Output from an iterable object created from the csv file')
with open('smallsample.csv', 'rb') as mycsvfile:
    thedata = csv.reader(mycsvfile, dialect='mydialect')
    for row in thedata:
        print(row[0]+"\t \t"+row[1]+"\t \t"+row[4])
+ +

好的，pandas.read_csv()肯定是要调用csv模块的，那么看看 +它的方法参数表吧。

+
+

pandas.read_csv(filepath_or_buffer, sep=’, ‘, delimiter=None, header=’infer’, names=None, index_col=None, usecols=None, squeeze=False, prefix=None, mangle_dupe_cols=True, dtype=None, engine=None, converters=None, true_values=None, false_values=None, skipinitialspace=False, skiprows=None, nrows=None, na_values=None, keep_default_na=True, na_filter=True, verbose=False, skip_blank_lines=True, parse_dates=False, infer_datetime_format=False, keep_date_col=False, date_parser=None, dayfirst=False, iterator=False, chunksize=None, compression=’infer’, thousands=None, decimal=’.’, lineterminator=None, quotechar=’”‘, quoting=0, escapechar=None, comment=None, encoding=None, dialect=None, tupleize_cols=False, error_bad_lines=True, warn_bad_lines=True, skipfooter=0, skip_footer=0, doublequote=True, delim_whitespace=False, as_recarray=False, compact_ints=False, use_unsigned=False, low_memory=True, buffer_lines=None, memory_map=False, float_precision=None)[source]¶

+
+

真是够长的，还是搜一下有没有dialect=，呵呵，果然有。

+
+

dialect : str or csv.Dialect instance, default None
+ If None defaults to Excel dialect. Ignored if sep longer than 1 char See csv.Dialect documentation for more details

+
+

那么问题解决了。把第一段代码改改吧。

+
import pandas as pd
df = pd.read_csv(file_path + file_name + ".csv", encoding="gbk", dialect='mydialect')
+ +

一运行还是报错，这是怎么回事呢，编码换成utf8，也不行。最后才发现 +需要使用gb18030才行。即使使用chardet的编码探测模块，也不一定能探测出来，因为整个文档 +只有少数字符是超出了gbk，所以不可能既高效又准确的解决这个问题。

+]]> + + python + 技巧 + + + + [leetcode 315]Count of Smaller Numbers After Self 原创解法 + /zh-hans/2016/12/26/leetcode-315/ + 题目概述

原题链接

+
You are given an integer array nums and you
+have to return a new counts array. 
+The counts array has the property where counts[i] is 
+the number of smaller elements to the right of nums[i].
+
+Example:
+
+Given nums = [5, 2, 6, 1]
+
+To the right of 5 there are 2 smaller elements (2 and 1).
+To the right of 2 there is only 1 smaller element (1).
+To the right of 6 there is 1 smaller element (1).
+To the right of 1 there is 0 smaller element.
+Return the array [2, 1, 1, 0].
+
+ + +

拿到这个题，最先想到的是时间复杂度O(N*N) +的解法。那就实现一下吧。

+
class Solution2(object):
    def countSmaller(self, nums):
        """
        O(N*N)
        :type nums: List[int]
        :rtype: List[int]
        """
        if nums:
            n = len(nums)
            result = []
            for i in range(n):
                cur_val = nums[i]
                smaller_n = 0
                for j in range(i, n):
                    if nums[j] < cur_val:
                        smaller_n += 1

                result.append(smaller_n)
            return result
        else:
            return []
+ +

把上面的代码提交上去，还是正确的，但是超时了。 +该怎么优化呢？

+

遇到这样的问题，如果能够想出S(N)=f(S(N-1),S(N-2),...)这样的动态规划 +解法 +就可以把时间复杂度降到O(N)了。能不能使用动态规划呢？ +还是要仔仔细细列出来，可是怎么也找不到递推规律。只好放弃。不过在思考 +的过程中忽然想到一种思路。对于数组[5, 2, 6, 1]]，如果我先遍历 +求出5的smaller数组[2,1]和larger数组[6]。那么6的smaller个数怎么 +求呢，s(6) = len([5,2,6,1]) - pos(6) = 4-3 = 1。看起来很不错，但是当 +数的个数多起来，就变得复杂了，无法这样简单的求解了。真是非常的泄气啊。 +想了好久也没有想出新点子。脑子里把曾经用到的方法想了一个遍， +也还是不行。

+

用二维图描述问题

物理学科中经常使用的一个策略就是转换坐标系，这样可以神奇的 +化繁为简。那么我是否可以这样做呢。看看能不能用二维的图来重新展示这个问题。 +于是我就画了这样一个图表。这是对数组[5,1,6,7,2,3]画的表格。横轴表示数组的index， +纵轴表示大小。

+

2016-12-26-1

+

我把它画在纸上，盯着看了半小时。呵呵，真的有这么长时间。 +因为我一直还是老思路，总想着根据第一个数字把剩下的数组分成大小两批。 +后来我想，既然是二维图，我既可以从左向右，一列一列的看，也可以从上往下一行一行的 +看。 不错，终于有了新的思路。

+
    +
  1. 初始化一个长度为N的smaller数组，用于存放最后的解。
    2. +
  2. 对原始数组从大到小排序。
    3. +
  3. 取出最大的数，这个数的 value = smaller_num(Nmax) = 数组的长度 - pos(Nmax)
    4. +
  4. 保存结果smaller[index(Nmax)] = value
    5. +
  5. 对于index大于该数的所有数字的index减一。
    6. +
  6. 重复2
    7. +
+

如下图。首先找到最大的数字7，它的索引是4(第四个数字)， +而数组的长度为6，那么smaller_num("7") = 6 - 4 = 2。然后不考虑该数字7。 +对7右侧的2和3同时向左移动，同时令数组的长度减一。然后依次这样操作。

+

2016-12-26-2

+

这样我们就可以写出一个新的算法。而对于步骤5则 +使用了简单实现，遍历整个数组，对所有index > index(Nmax)数的索引进行 +减一。上述算法描述没有考虑有多个最大值的情况。但是下面的代码里考虑了。

+
class Solution1(object):
    def countSmaller(self, nums):
        """
        O(N*N)
        :type nums: List[int]
        :rtype: List[int]
        """
        origin = list(enumerate(nums))
        l = self.create(nums)
        l.sort(cmp=compare, reverse=True)
        smaller = [0] * len(nums)
        i = 0
        N = len(nums)
        while i < len(l):
            v, origin_pos, cur_pos = l[i]
            smaller[origin_pos] = N - 1 - cur_pos
            equal_n = 0
            for j in range(i + 1, len(nums)):
                v1, origin_pos2, cur_pos2 = l[j]
                if cur_pos2 > cur_pos:
                    l[j][2] = cur_pos2 - 1
                    if v1 == v:
                        # 考虑值相等的情况。
                        equal_n += 1

            smaller[origin_pos] -= equal_n

            N -= 1
            i += 1

        return smaller

    def create(self, nums):
        result = []
        for i in range(len(nums)):
            result.append([nums[i], i, i])
        return result
+ +

终于通过了

事情终于有了进展，看起来很不错。但是仍然 +遇到了时间复杂度过高的问题。因为实现步骤5的方法导致整个程序的 +时间复杂度是O(N*N)。那么有什么办法能够优化呢。嗯，肯定有办法的。 +我们这样来做。

+
    +
  1. 保存一个原始索引的(origin_index,value)的originList。
    2. +
  2. 再保存一个从大到小排序后的(origin_index,value)的lList。
    3. +
  3. 对l根据value从大到小进行遍历：根据orgin_index使用二分查找 +查找origin中对应的实际索引，计算得到该值对应的smaller_num之后， +从origin中删除该项。
    4. +
+

因为二分查找和删除项的时间复杂度是O(logN)。 +上述步骤的总的时间复杂度是O(N*logN)。

+

而相等的数怎么办呢？嗯我们可以在排序 +的时候保证序列不但满足值的升序，还能保证索引值的升序。 +这样，原始数组中处于最右侧的最大数永远在序列的末尾。这个数的右侧不会有相等的值。 +因而计算的时候就不需要考虑相等值的情况。 +而该数字计算之后会进行删除。那么即使有相等的数，也不会受到影响。 +真是很不错啊。

+
class Solution11(object):
    def countSmaller(self, nums):
        """
        O(NlogN)
        :type nums: List[int]
        :rtype: List[int]
        """
        origin = list(enumerate(nums))
        l = self.create(nums)
        l.sort(cmp=self.compare)
        smaller = [0] * len(nums)
        while l:
            v, pos = l.pop()
            cur_pos = self.bin_find(origin, pos)
            smaller[pos] = len(origin) - 1 - cur_pos
            origin.pop(cur_pos)

        return smaller

    def compare(self, x, y):
        # 这样排序那么相等的元素的仍然顺序不变
        if x[0] > y[0]:
            return 1
        elif x[0] == y[0]:
            return 1
        else:
            return -1

    def create(self, nums):
        result = []
        for i in range(len(nums)):
            result.append([nums[i], i])
        return result

    def bin_find(self, origin, pos):
        # 二分查找法
        start = 0
        end = len(origin)
        mid = (start + end) // 2
        new_mid = None
        while mid < len(origin) and mid >= 0:

            if origin[mid][0] == pos:
                break
            elif origin[mid][0] > pos:
                end = mid
                new_mid = (start + end) // 2
            elif origin[mid][0] < pos:
                start = mid
                new_mid = (start + end) // 2

            if new_mid == mid:
                mid += 1
            else:
                mid = new_mid

        return mid

+ +

总结

以上的解法是首先排序，再进行巧妙处理的一种方法。排序的 +时间复杂度是O(N*logN)，接下来的处理也是O(N*logN)。

+]]> + + leetcode + 算法 + python + + + + [leetcode 327]Count of Range Sum 原创解法 + /zh-hans/2016/12/31/leetcode-327/ + 题目概述

原题链接

+
Given an integer array nums, return the number of range sums that lie in [lower, upper] inclusive.
+Range sum S(i, j) is defined as the sum of the elements in nums between indices i and j (i ≤ j), inclusive.
+
+Example:
+Given nums = [-2, 5, -1], lower = -2, upper = 2,
+Return 3.
+The three ranges are : [0, 0], [2, 2], [0, 2] and their respective sums are: -2, -1, 2.
+
+ + +

O(N^2)解法

最直接的想法当然就是遍历求和了。但是这样是无法通过测试的。

+
class Solution3(object):
    def countRangeSum(self, nums, lower, upper):
        """
        :type nums: List[int]
        :type lower: int
        :type upper: int
        :rtype: int
        """

        sums = []

        for i in range(len(nums)):
            s = 0
            for j in range(i, len(nums)):
                s += nums[j]
                if lower <= s <= upper:
                    sums.append(s)
        return len(sums)

+ +

死亡凝视

必须要想出复杂度是Nlog(N)的算法才行。但是问题也很明显， +要想找出所有的s(i,j) for 0 <= i <= j < n　and lower <= s(i,j) <= upper +那必须要进行遍历啊，因此时间复杂度必须是N^2。 +啊啊，实在想不出来了。

+

第二天，既然要求时间复杂度为NlogN那么就必然不能遍历求出s(i,j)，但是 +题目要求的是求出Num(s(i,j)) for 0 <= i <= j < n　and lower <= s(i,j) <= upper +，也就是说给出个数就行，因此确实不一定要给出所有的s(i,j)。嗯，有点进展了。

+

第三天，排序算法的复杂度是NlogN，怎么才能依靠排序算法求出呢。难道对所有的 +s(i,j)进行排序么？这样肯定不行。 +能否使用老办法画图呢？这样好观察一下。但是仔细想了想，这是一个三维图。 +纸上画不出来。 +只好画一个二维图吧。下图是对数组[5,7,8,-2,1]画的二维表格。格子 +中的数字就是s(i,j)。

+

327-1

+

我仔细的盯着看。我给这种解决问题的方式，起了 +个名字——死亡凝视。看过The Big Bang的朋友可能记得Sheldon和Raj一起 +工作的样子，就是一动不动的看着黑板上的公式，看上一整天。

+

327-2

+

嘿嘿，你们不要笑啊，我的方式差不多。只不过是盯着表格。这样的表格 +其实我画了很多。但是只有这个我看出了规律。

+

327-3

+

看出来了么，三列带颜色的数字。是不是发现它们有相同的趋势呢？ +是的它们有相同的趋势。

+

如果没有看出来。我再画一个图。看看这三列数字和蓝色数字的关系。

+

327-4

+

是的。20 - 5 = 15，18 - 5 = 13，19 - 5 = 14。 +假如上下区间为[12,18]，那么对于排序后的第一列[5,12,18,19,20]， +可以使用二分查找法找出上限的位置是2，下限的位置为1，个数为2。 +那么第二列[7,15,13,14]在[12,18]的数字的个数为3。 +怎么根据第一列排序后的数字求出呢。嗯，很简单。 +我们把上下限加上5，变成17, 23，这样就可以发现[5,12,18,19,20]找出 +个数为3。嗯，哈哈。真是不错。这样子，就不需要求出所有的s(i,j)了。

+

但是，别着急，还是有问题，我们需要在计算第二列的个数的之前，把第一列的数字中的5排除掉。 +否则的话，如果区间是[-100,100]，那么我们就多计算了。

+

通过的代码

# python3.5
class Solution4(object):
    def countRangeSum(self, nums, lower, upper):
        """
        思路：对 list0 = [s(0,j) for j in (0,n)]先进行排序。
         list1 = [s(1,j) for j in (1,n)]，可以由 list0生成。

        :type nums: List[int]
        :type lower: int
        :type upper: int
        :rtype: int
        """
        if not nums:
            return 0
        else:
            result = 0
            n = len(nums)
            l = []
            l2 = []
            sum = 0
            for i in range(0, n):
                sum += nums[i]
                l.append((sum, i))
                l2.append((sum, i))
            l.sort()
            for i in range(0, n):
                if i > 0:
                    lower += nums[i - 1]
                    upper += nums[i - 1]
                lower_pos = self.find_lower(l, lower)
                upper_pos = self.find_uppper(l, upper)
                if lower_pos is not None and upper_pos is not None:
                    result += upper_pos - lower_pos + 1
                pos = self.find_lower(l, l2[i][0])
                l.pop(pos) # <-- 这里是个接近O(N)的操作

            return result

    def find(self, nums, target):
        n = len(nums)

        start = 0
        end = n
        mid = n // 2
        new_mid = None

        while 0 <= mid < n:
            if nums[mid][0] == target:
                break
            elif nums[mid][0] < target and mid + 1 < n and nums[mid + 1][0] > target:
                break
            elif nums[mid][0] < target:
                start = mid
                new_mid = (start + end) // 2
            elif nums[mid][0] > target:
                end = mid
                new_mid = (start + end) // 2
            if new_mid == mid:
                mid += 1
            else:
                mid = new_mid

        return mid if nums[mid][0] == target else mid + 1

    def find_lower(self, nums, lower):
        n = len(nums)
        if lower > nums[n - 1][0]:
            return None
        elif lower < nums[0][0]:
            return 0
        else:
            mid = self.find(nums, lower)
            while mid - 1 >= 0 and nums[mid - 1][0] == lower:
                mid -= 1
            return mid

    def find_uppper(self, nums, upper):
        n = len(nums)
        if upper > nums[n - 1][0]:
            return n - 1
        elif upper < nums[0][0]:
            return None
        else:
            mid = self.find(nums, upper)
            while mid < n - 1 and nums[mid + 1][0] == upper:
                mid += 1
            return mid if nums[mid][0] == upper else mid - 1
+ +

总结

排序操作的时间复杂度是O(NlogN)，而找出每列一列的个数的时间复杂度是O(logN) +因为一共有N列，所以时间复杂度为O(NlogN)，另外 +我们在代码中使用了对List数据的非尾部的pop操作，这个操作的时间 +复杂度接近O(N)，严格来说，我们的代码的时间复杂度还是O(N^2)。如果能够不使用这个操作。 +我们的代码速度会更快。

+
l.pop(pos) # <-- 这里是个接近O(N)的操作
+
+]]> + + leetcode + 算法 + python + + + + [leetcode 200]Number of Islands 原创解法 + /zh-hans/2016/09/27/2016-9-27-leetcode-200/ + 题目概述

原题链接

+
Given a 2d grid map of '1's (land) and '0's (water), count the number of islands. An island is surrounded by water and is formed by connecting adjacent lands horizontally or vertically. You may assume all four edges of the grid are all surrounded by water.
+
+Example 1:
+
+11110
+11010
+11000
+00000
+Answer: 1
+
+Example 2:
+
+11000
+11000
+00100
+00011
+Answer: 3
+
+ + +

最终解法

解法的代码先贴出来了，解题思路后补啊。总体来说，就是一行一行的扫描。 +是个不错的在线算法，也就是说如果数据量非常大也没关系，呵呵。

+
class Solution(object):
    def numIslands(self, grid):
        """
        基本思路，一行一行的扫描。
        :type grid: List[List[str]]
        :rtype: int
        """
        print("====")
        n = len(grid)
        if n == 0: return 0

        length = len(grid[0])
        h_pre = {}   # key : 是 “i,j” 字符串。value =》 [accumulator] ，一个list包含了岛的索引。
        h_curr = {}  # 当前行
        a = []  # 保存的是一个个的list，list的长度是1，值对应岛的索引。
        debug = []
        accumulator = 1 # 表示岛的自增索引，每当发现一个新的岛，自增。
        for i in range(0, length):
            if i == 0 and grid[0][i] == '1':
                h_curr['0,' + str(i)] = [accumulator]
                a.append(h_curr['0,' + str(i)])
                debug.append('0,' + str(i))
            elif i > 0 and grid[0][i] == '1':
                if grid[0][i - 1] == '1':
                    h_curr[str(0) + ',' + str(i)] = h_curr[str(0) + ',' + str(i - 1)]
                else:
                    accumulator += 1
                    h_curr['0,' + str(i)] = [accumulator]
                    a.append(h_curr['0,' + str(i)])
                    debug.append('0,' + str(i))

        for i in range(1, n):
            h_pre = h_curr
            h_curr = {}
            for j in range(0, length):
                if j == 0 and grid[i][j] == '1':

                    if grid[i - 1][j] == '1':
                        h_curr[str(i) + ',' + str(j)] = h_pre[str(i - 1) + ',' + str(j)]
                    else:
                        accumulator += 1
                        h_curr[str(i) + ',' + str(j)] = [accumulator]
                        a.append(h_curr[str(i) + ',' + str(j)])
                        debug.append(str(i) + ',' + str(j))

                elif j > 0 and grid[i][j] == '1':

                    if grid[i - 1][j] == '1' and grid[i][j - 1] == '1':
                        pre = h_curr[str(i) + ',' + str(j - 1)]
                        above = h_pre[str(i - 1) + ',' + str(j)]

                        if pre[0] == above[0]:
                            # 对pre的值进行更新
                            h_curr[str(i) + ',' + str(j)] = pre
                        else :
                            h_curr[str(i) + ',' + str(j)] = above
                            v1 = pre[0]
                            v2 = above[0]  # z这里一定要换成静态的值，否则的话当a[k]的值进行更新时，会影响到pre的值。
                            for k in range(0, len(a)):
                                if a[k][0] == v1:
                                    a[k][0] = v2


                    elif grid[i][j - 1] == '1' and grid[i - 1][j] != '1':
                        pre = h_curr[str(i) + ',' + str(j - 1)]
                        h_curr[str(i) + ',' + str(j)] = pre
                    elif grid[i][j - 1] != '1' and grid[i - 1][j] == '1':
                        above = h_pre[str(i - 1) + ',' + str(j)]
                        h_curr[str(i) + ',' + str(j)] = above
                    else:
                        accumulator += 1
                        h_curr[str(i) + ',' + str(j)] = [accumulator]
                        a.append(h_curr[str(i) + ',' + str(j)])
                        debug.append(str(i) + ',' + str(j))
        s = set()
        for item in a:
            s.add(item[0])
        return len(s)


if __name__ == "__main__":
    grid = ["11000",
            "11000",
            "00100",
            "00011"]  # 3
    print(Solution().numIslands(grid))
    grid = ["10111",
            "10101",
            "11101"]  # 1
    print(Solution().numIslands(grid))
    grid = ["1111111",
            "0000001",
            "1111101",
            "1000101",
            "1010101",
            "1011101",
            "1111111"]  # 1
    print(Solution().numIslands(grid))


    grid = ["10011101100000000000",
            "10011001000101010010",
            "00011110101100001010",
            "00011001000111001001",
            "00000001110000000000",
            "10000101011000000101",
            "00010001010101010101",
            "00010100110101101110",
            "00001001100001000101",
            "00100100000100100010",
            "10010000000100101010",
            "01000101011011101100",
            "11010000100000010001",
            "01001110001111101000",
            "00111000110001010000",
            "10010100001000101011",
            "10100000010001010000",
            "01100011101010111100",
            "01000011001010010011",
            "00000011110100011000"]  # 58
    print(Solution().numIslands(grid))
+]]> + + leetcode + 算法 + python + + + + 在WIN10下使用Cython + /zh-hans/2017/01/12/2017-1-12-cython-on-win10/ + Cython

Cython不是CPython的简称，而是一种提升Python代码执行效率的解决方案。 +据说一般达到30x。一会我们来看看是不是真的。这个技术对老鸟来说已经是好多 +年前的了。但是很多情况下python用户真的用不上，所以不知道也无妨。

+ + +

软件安装

我已经迁移到python3了，使用的是Anaconda。感谢Anaconda让我们的生活变 +的更加美好。以下软件安装的顺序不要错。

+
    +
  1. 安装Visual C++ Build Tools 2015
    2. +
  2. 安装Anaconda3
    3. +
+

跟着Cython的tutorial走

先创建一个helloworld.pyx文件。内容如下。

+
# helloworld.pyx
print("hello cython!")

def fib(n):
    if n == 0 or n == 1:
        return 1
    else:
        return fib(n - 2) + fib(n - 1)
+ + + +

再创建一个setup.py文件。内容如下

+
#setup.py
from distutils.core import setup
from Cython.Build import cythonize

setup(
    ext_modules = cythonize("helloworld.pyx")
)
+ + + +

然后在命令行输入

+
D:\tmp\oo>python setup.py build_ext --inplace
+running build_ext
+building 'helloworld' extension
+C:\Program Files (x86)\Microsoft Visual Studio 14.0\VC\BIN\x86_amd64\cl.exe /c /nologo /Ox /W3 /GL /DNDEBUG /MD -IC:\Anaconda3\include -IC:\Anaconda3\include "-IC:\Program Files (x86)\Microsoft Visual Studio 14.0\VC\INCLUDE" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.10240.0\ucrt" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.10240.0\shared" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.10240.0\um" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.10240.0\winrt" /Tchelloworld.c /Fobuild\temp.win-amd64-3.5\Release\helloworld.obj
+helloworld.c
+C:\Program Files (x86)\Microsoft Visual Studio 14.0\VC\BIN\x86_amd64\link.exe /nologo /INCREMENTAL:NO /LTCG /DLL /MANIFEST:EMBED,ID=2 /MANIFESTUAC:NO /LIBPATH:C:\Anaconda3\libs /LIBPATH:C:\Anaconda3\PCbuild\amd64 "/LIBPATH:C:\Program Files (x86)\Microsoft Visual Studio 14.0\VC\LIB\amd64" "/LIBPATH:C:\Program Files (x86)\Windows Kits\10\lib\10.0.10240.0\ucrt\x64" "/LIBPATH:C:\Program Files (x86)\Windows Kits\10\lib\10.0.10240.0\um\x64" /EXPORT:PyInit_helloworld build\temp.win-amd64-3.5\Release\helloworld.obj /OUT:D:\tmp\oo\helloworld.cp35-win_amd64.pyd /IMPLIB:build\temp.win-amd64-3.5\Release\helloworld.cp35-win_amd64.lib
+helloworld.obj : warning LNK4197: export 'PyInit_helloworld' specified multiple times; using first specification
+   Creating library build\temp.win-amd64-3.5\Release\helloworld.cp35-win_amd64.lib and object build\temp.win-amd64-3.5\Release\helloworld.cp35-win_amd64.exp
+Generating code
+Finished generating code
+
+

(WIN10下的命令窗口终于可以使用ctrl-c和ctrl-v了。泪奔。) +可以发现多了一个.pyd文件。然后测试一下。

+
D:\tmp\oo>python
+Python 3.5.2 |Anaconda custom (64-bit)| (default, Jul  5 2016, 11:41:13) [MSC v.1900 64 bit (AMD64)] on win32
+Type "help", "copyright", "credits" or "license" for more information.
+>>> import helloworld as h
+hello cython!
+>>>h.fib(3)
+3
+
+

真是不错啊。可是如果你换一个目录比如不在当前包含.pyd的目录下， +再想导入helloworld则是不行的。怎么回事，我们不是已经setup了么。 +原因在于--inplace这个参数，它表示只生成动态链接库。

+

与python代码进行测试比较

我们还在那个目录下创建一个test.py文件。

+
#test.py
def fib(n):
    if n == 0 or n == 1:
        return 1
    else:
        return fib(n - 2) + fib(n - 1)


def test_fib():
    import timeit
    n = 1000
    t = timeit.timeit("fib(25)", number=n, setup="from __main__ import fib")
    time = t / n
    print("python fib : {:.8f}s".format(time))

def test_fib_cython():
    import timeit
    n = 1000
    t = timeit.timeit("h.fib(25)", number=n, setup="import helloworld as h")
    time = t / n
    print("cython fib : {:.8f}s".format(time))

if __name__ == "__main__":
    test_fib()
    test_fib_cython()
+ + +

然后运行

+
D:\tmp\oo>python test.py
+python fib : 0.05887972s
+hello cython!
+cython fib : 0.01739922s
+
+

怎么回事，说好的30x呢，还轻轻松松？别着急，我们把之前的helloworld.pyx +修改一下。

+
#helloworld.pyx
cpdef int fib(int n) :
    if n == 0 or n == 1 :
        return 1
    else :
        return fib(n - 2) + fib(n - 1)
+ + +

再运行一下瞅瞅。

+
D:\tmp\oo>python test.py
+python fib : 0.05774631s
+hello cython!
+cython fib : 0.00059495s
+
+

真是不错哦，诚不我欺，100x。

+]]> + + python + Cython + + + + 解决python3使用system-site-packages创建虚拟环境时没有pip的问题 + /zh-hans/2017/01/18/2017-1-18-venv-no-pip/ + python虚拟环境

从python3.5开始,使用venv创建虚拟环境已经成为官方推荐的方案。 +查看官方文档，可以看到如果想要创建一个干净的虚拟环境。方式如下

+
python -m venv myenv
+
+ + + + +

如果要创建一个当前环境的副本，也就是说，可以引用当前环境的所有已经 +安装的包。那么需要增加--system-site-packages参数

+
python -m venv myenv2 --system-site-packages
+
+

两种方式，我们都希望能够独立使用pip来管理包。但是第二种方式发现并没有pip +文件。

+

WIN下的解决办法

因为我一般都是用神器pycharm，幸运的是pycharm提供了一个简单的方法。

+

env-1

+

可以看到目录下是有pip的。

+

env-2

+

Linux下的解决办法

如果不使用pycharm是不是就没办法了呢。我们google一下 +关键字python system-site-packages no pip很顺利的找到 +这个链接pyvenv doesn´t install PIP inside a new venv with –system-site-package +这个是python的bug跟踪记录。大概看看应该能明白，原来 +我们遇到的这个问题，已经在2015-08-16就被人标记了。但是直到最近还没有解决。 +但是最新的更新是几天前last changed 2017-01-13。呵呵看看这些大咖 +都讨论些啥。

+

看到这句话，我笑了。这个问题的等级被标记为普通。所以一直没有解决。 +而这个大咖觉得这个问题如果不解决，非但--system-site-packages没有用， +甚至会误导大量的初学者。

+
+

I agree this makes –system-site-packages a useless option unless it’s fixed. We just had many beginners install pyvenv’s and get very confused because of this.

+
+

最后发现补丁已经提交了，而且就在几天前。但是很显然没有进入我们的安装版里。 +我在我的debian虚拟机上安装了python3.6.0。测试了一下这个bug是存在的。 +那么问题简单了。把源码改一下吧，根据这个patch +然后重新编译安装。测试一下。

+
 ~/ python
+Python 3.6.0 (default, Jan 17 2017, 22:12:56) 
+[GCC 4.9.2] on linux
+Type "help", "copyright", "credits" or "license" for more information.
+>>> 
+ ~/ pip list --format=columns
+Package    Version
+---------- -------
+binarytree 1.1.1  
+pip        9.0.1  
+setuptools 28.8.0 
+
+

这是我当前的python版本和已经安装的包。其中有个binarytree。 +现在创建一个继承全部包的虚拟环境。

+
 ~/tmp/ python -m venv fenv --system-site-packages
+ ~/tmp/ cd fenv/bin
+ ~/tmp/fenv/bin/ ls
+activate      activate.fish  easy_install-3.6  pip3    python
+activate.csh  easy_install   pip               pip3.6  python3
+ ~/tmp/fenv/bin/ ./pip list --format=columns
+Package    Version
+---------- -------
+binarytree 1.1.1  
+pip        9.0.1  
+setuptools 28.8.0 
+
+

嗯成功了。

+

可能的解决办法

虽然第二种办法很好。但是需要修改源代码。可是服务器上的代码是不能修改的呀。 +那可以尝试自己写一个venv.Builder，对其中的create方法进行覆盖，这个方法 +我没有尝试。如果你尝试了，也可以发邮件告诉我结果。

+]]> + + python + venv + + + + [leetcode 295]Find Median from Data Stream 原创解法 + /zh-hans/2017/01/31/2017-1-31-leetcode-295/ + 题目概述

原题链接

+
Median is the middle value in an ordered integer list. If the size of the list is even, there is no middle value. So the median is the mean of the two middle value.
+
+Examples: 
+ `[2,3,4]` , the median is 3
+
+ `[2,3]`, the median is (2 + 3) / 2 = 2.5
+
+Design a data structure that supports the following two operations:
+
+- void addNum(int num) - Add a integer number from the data stream to the data structure. 
+- double findMedian() - Return the median of all elements so far.   
+For example:
+
+addNum(1)
+addNum(2)
+findMedian() -> 1.5
+addNum(3) 
+findMedian() -> 2
+
+ + +

第一想到的解法

找到一串数字的中位数，那么首先要对数字进行排列。否则怎么知道哪个 +数字是处于中间的呢。快排是不行的，因为快排是一个离线算法。必须要 +读进所有的数字。总不能每增加一个数做一次快排吧。 +插入排序是一种在线算法，每增加一个数字遍历一遍就好。 +那就实现一下吧。以下是实现的解法。但是超时了。

+
#python3
class MedianFinder(object):
    def __init__(self):
        """
        initialize your data structure here.
        """
        self.q = []

    def addNum(self, num):
        """
        :type num: int
        :rtype: void
        """
        if not self.q:
            self.q.append(num)
        else:
            i = len(self.q) - 1
            while i >= 0:
                if self.q[i] > num:
                    i -= 1
                else:
                    break
            self.q.insert(i + 1, num)

    def findMedian(self):
        """
        :rtype: float
        """
        if self.q:
            n = len(self.q)
            r = n % 2
            if r == 0:
                mid = n // 2
                return (self.q[mid - 1] + self.q[mid]) / 2.0
            else:
                mid = (n - 1) // 2
                return self.q[mid]
+ +

使用链表

这个方法再插入一个数字的时间复杂度也是O(n)，所以如果我们不使用 +python的list而是使用一个自己创建的链表，那么插入的时间复杂度 +是O(1)至少应该快一些。嗯，重新实现一遍。以下是实现的代码，但是 +还是超时了。而且速度和前一种相当。说明python内置的list效率是相当 +高的。

+
# python3
class Linker(object):
    def __init__(self, v):
        self.pre = None
        self.v = v
        self.next = None


class MedianFinder1(object):
    def __init__(self):
        """
        initialize your data structure here.
        """
        self.median = None
        self.end = None
        self.odd = None

    def addNum(self, num):
        """
        :type num: int
        :rtype: void
        """
        if not self.end:
            self.end = Linker(num)
            self.mid = self.end
            self.mid_next = None
            self.odd = True  # 是否增加了计数个
        else:
            self.odd = not self.odd
            tmp = self.end
            tmp_next = None
            while tmp and tmp.v > num: 
                tmp_next = tmp
                tmp = tmp.pre

            linker = Linker(num)
            if tmp_next is None:
                self.end = linker

            if tmp and tmp_next is None:
                tmp.next = linker
                linker.pre = tmp
            elif tmp and tmp_next:
                tmp.next = linker
                linker.pre = tmp
                linker.next = tmp_next
                tmp_next.pre = linker
            elif tmp is None and tmp_next:
                linker.next = tmp_next
                tmp_next.pre = linker

            if self.odd:
                # 从两个中位数变为一个
                if num < self.mid.v:
                    self.mid_next = None
                elif self.mid.v <= num < self.mid_next.v:
                    self.mid = self.mid.next
                    self.mid_next = None
                elif self.mid_next.v <= num:
                    self.mid = self.mid_next
                    self.mid_next = None
            else:
                # 从一个中位数变为两个
                if num < self.mid.v:
                    self.mid_next = self.mid
                    self.mid = self.mid.pre

                else:
                    self.mid_next = self.mid.next

    def findMedian(self):
        """
        :rtype: float
        """
        if not self.mid:
            return None

        if self.odd:
            return self.mid.v
        else:
            return (self.mid.v + self.mid.next.v) / 2.0
+ + + + + + +

33行还是按照插入排序从末尾开始向前遍历，但是因为我们有中位数 +，那么就可以与中位数进行比较，然后减少一半的时间。

+
class MedianFinder2(object):
    def __init__(self):
        """
        initialize your data structure here.
        """
        self.mid = None
        self.odd = None

    def addNum(self, num):
        """
        :type num: int
        :rtype: void
        """
        if not self.mid:
            self.mid = Linker(num)
            self.mid_next = None
            self.odd = True  # 是否增加了计数个
        else:
            self.odd = not self.odd
            tmp = self.mid
            tmp_next = self.mid.next
            if num < self.mid.v:
                while tmp and tmp.v > num:
                    tmp_next = tmp
                    tmp = tmp.pre
            else:
                while tmp_next and tmp_next.v <= num:
                    tmp = tmp_next
                    tmp_next = tmp.next

            linker = Linker(num)

            if tmp and tmp_next is None:
                tmp.next = linker
                linker.pre = tmp
            elif tmp and tmp_next:
                tmp.next = linker
                linker.pre = tmp
                linker.next = tmp_next
                tmp_next.pre = linker
            elif tmp is None and tmp_next:
                linker.next = tmp_next
                tmp_next.pre = linker

            if self.odd:
                # 从两个中位数变为一个
                if num < self.mid.v:
                    self.mid_next = None
                elif self.mid.v <= num < self.mid_next.v:
                    self.mid = self.mid.next
                    self.mid_next = None
                elif self.mid_next.v <= num:
                    self.mid = self.mid_next
                    self.mid_next = None
            else:
                # 从一个中位数变为两个
                if num < self.mid.v:
                    self.mid_next = self.mid
                    self.mid = self.mid.pre

                else:
                    self.mid_next = self.mid.next

    def findMedian(self):
        """
        :rtype: float
        """
        if not self.mid:
            return None

        if self.odd:
            return self.mid.v
        else:
            return (self.mid.v + self.mid.next.v) / 2.0
+ + + + + +

修改后的还是快了一倍的时间，但是还是超时了。无法通过。

+

最终解法要用堆

还是用笔在纸上把问题重新描述一下吧。通常非常管用。 +既然题目要求得到中位数，那么其实并没有要求对所有的数字进行排序。 +而且又要快速的取得中间值，那么最大最小堆是最接近的。 +往堆里插入一个数字的时间复杂度是O(lgN)，而取最小值的操作为O(1)。 +总的时间复杂度是O(NlgN)。嗯，比前面的O(N**2)肯定是要快的。 +但是堆只能取最大或最小的值，怎么取中间值呢？哈哈，把数字一分为二， +使用两个堆就解决了。如果数字从小到大排列，那么前一半用一个最大堆， +后一般用一个最小堆。以下是通过的代码。

+
from heapq import heappush,heappushpop
class MedianFinder3(object):
    def __init__(self):
        """
        initialize your data structure here.
        """
        self.a = [] # 从小到mid；最大堆
        self.b = [] # 从 mid+1 到大 ,最小堆
        self.odd = False

    def addNum(self, num):
        """
        :type num: int
        :rtype: void
        """
        self.odd = not self.odd
        if not self.b:
            self.b.append(num)
        else :
            if not self.odd :
                if num < self.b[0] :
                    heappush(self.a, -num)
                else :
                    v = heappushpop(self.b, num)
                    heappush(self.a, -v)
            else :
                if num < (-self.a[0]) :
                    v = heappushpop(self.a, -num)
                    heappush(self.b, -v)
                elif -self.a[0] <= num < self.b[0] :
                    heappush(self.b, num)
                elif self.b[0] <= num :
                    heappush(self.b, num)


    def findMedian(self):
        """
        :rtype: float
        """
        if self.odd :
            return self.b[0]
        else :
            return (-self.a[0] + self.b[0])/2.0
+ +

吐槽

python只默认实现了一个最小堆。想要一个最大堆，还得像第23行 +代码那样使用一种取负数技巧。虽然heapq模块里有一个构造最大堆的方法 +_heapify_max()但是却没有_heappushpop_max这样的方法。真是无语啊。

+]]> + + leetcode + 算法 + python + + + + [leetcode 312]Burst Balloons原创解法 + /zh-hans/2017/10/07/leetcode-312/ + 题目概述

312原题链接

+
Given n balloons, indexed from 0 to n-1. Each balloon is painted with a number on it represented by array nums. You are asked to burst all the balloons. If the you burst balloon i you will get nums[left] * nums[i] * nums[right] coins. Here left and right are adjacent indices of i. After the burst, the left and right then becomes adjacent.
+
+Find the maximum coins you can collect by bursting the balloons wisely.
+
+examples:
+nums = [3,1,5,8] --> [3,5,8] -->   [3,8]   -->  [8]  --> []
+coins =  3*1*5      +  3*5*8    +  1*3*8      + 1*8*1   = 167
+
+ + +

简单直接的解法

遍历回溯法，建立一个集合，把遍历过的数字放在该集合里。算法的复杂度是O(n!)。解法如下

+
class Solution1(object):
    def maxCoins(self, nums):
        """
        :type nums: List[int]
        :rtype: int
        """
        path = []
        max_path = [path]
        max = [0]
        s = [0]
        D = set()
        self.find(nums, path, D, s, max, max_path)
        print(max_path[0])
        return max[0]

    def find(self, nums, path, D, s, max, max_path):
        if len(path) == len(nums):
            if s[0] > max[0]:
                max[0] = s[0]
                max_path[0] = path[:]
        else:
            for i in range(len(nums)):
                if i not in D:
                    path.append(i)
                    D.add(i)
                    tmp = self.compute(i, nums, D)
                    s[0] += tmp
                    self.find(nums, path, D, s, max, max_path)
                    path.pop()
                    D.remove(i)
                    s[0] -= tmp

    def compute(self, i, nums, D):
        left, right = 1, 1
        for j in range(i - 1, -1, -1):
            if j not in D:
                left = nums[j]
                break
        for k in range(i + 1, len(nums)):
            if k not in D:
                right = nums[k]
                break
        return left * right * nums[i]
+ +

回顾矩阵链解法

以上的方法无疑会超时，但是它是我们理解问题，验证其它算法的基础。 +我们希望能够得到一个多项式时间的解法，按照以往的经验，我们如果能够找到一个贪心算法是最好的， +但是如果我们能够有一个贪心算法，那么也一定能够有一个动态规划方法。CRLS对贪心和动态规划做了清楚的 +描述，核心都是要找到最优子结构，并且证明存在最优子结构——这其实也是最难的部分，因为动态规划方法从来只是一个思想，本质上不过是 递归的一种优化而已。

+

CRLS中在动态规划一章中用了几个例子来详细展示动态规划方法。其中第二个例子就是矩阵链问题————如果有一个 +矩阵链A1*A2*A3*A4，其中A1是1x5的矩阵，A2是5x1的矩阵，A3是1x5的矩阵，A4是5x1的矩阵。那么先计算A1*A2和A3*A4 +则是比较好的，代价较小都是1x5x1=5。而A2*A3则是比较糟糕的，因为A2*A3的计算代价是5x1x5=25。

+
+

对给定的两个矩阵相乘A_ik*A_kj, +计算的代价是i*k*j。

+
+

等价转换

矩阵链中计算的代价是三个数相乘，而我们这里也是三个数字相乘。对于三个气球（数字）5·1·5，如果戳破第一个气球（数字），则得分（代价）是1x5x1，如果戳破第二个气球（数字） +得分（代价）是5x1x5，戳破第三个气球（数字）得分（代价）是1x5x1。对于1x5x1可以转换为1x5的矩阵和5x1的矩阵的代价。 +5x1x5，可以转换为5x1的矩阵和1x5的矩阵的代价。最终，三个数字5·1·5可以等价转换为求解四个矩阵 +A1*A2*A3*A4的最大计算代价的问题。所以第一步就是把n个数字转换为n+1个矩阵表示，第二步就是把矩阵链问题的递归求解中 +的min改成max。如果这两个问题是等价的，那么我们的解法一定可以通过测试。并且似乎也不用去证明了。（其实这是最难的部分。）

+

以下是通过的memoization解法，算法的复杂度是O(n^2)，与矩阵链问题的复杂度一样：

+
class Solution2(object):
    def maxCoins(self, nums):
        """
        :type nums: List[int]
        :rtype: int
        """
        n = len(nums)
        list = self.get(nums) # 转换为n+1个矩阵的表示。每个pair tuple对应矩阵的长和宽。
        print(list)
        n += 1
        m = [[None] * n for i in range(n)] # 声明一个子问题空间是n^2的记忆体
        print(m)
        for i in range(n):
            m[i][i] = 0

        return self.recursive(list, m, 0, n - 1)

    def get(self, nums):
        n = len(nums)
        list = [(1, nums[0])]
        for i in range(n):
            if (i + 1 < n):
                list.append((nums[i], nums[i + 1]))
            else:
                list.append((nums[i], 1))
        return list

    def recursive(self, list, m, i, j):
        if m[i][j] is not None:
            return m[i][j]
        else:
            max = -1
            for k in range(i, j):
                a = self.recursive(list, m, i, k)
                b = self.recursive(list, m, k + 1, j)
                v = a + b + list[i][0] * list[k][1] * list[j][1]
                if v > max :
                    max = v
            m[i][j] = max
            return m[i][j]
+]]> + + leetcode + 算法 + python + + + + 从大文件中找到出现次数最多的10个数 + /zh-hans/2017/11/27/find-top-n/ + 问题

这是一个经典题，面试的时候经常会遇到。 +例如：文件的内容如下

+
26329
+46184
+94842
+9036
+96555
+40954
+38187
+15548
+51452
+861
+51010
+8721
+13666
+69837 
+
+

每行一个数字，找到出现次数最多的数。通常的解法是遍历文件一遍，用hashmap维护一个(number => freq)， +然后用最小堆找到最大的10个数。

+ + +

用Trie代替Hashmap

如果内存很小，hashmap放不下怎么办呢？可以使用Trie来代替HashMap。 +但是我们这里的Trie在insert一个串的时候会在叶子节点用一个count来计数。 +这里的叶子节点特指isEnd为true的TrieNode。 +通常Trie用于匹配字符串，会有startsWith方法。但是我们这里不需要这个方法，而需要一个遍历 +所有叶子节点的方法traverseLeaf。下面就是我们的Trieclass。

+
package ym.parallel;

import org.slf4j.Logger;
import org.slf4j.LoggerFactory;

import java.util.ArrayDeque;
import java.util.Deque;
import java.util.HashMap;
import java.util.Map;

/**
 * Created by ym on 11/26/2017.
 */
public class Trie {

    private static final Logger logger = LoggerFactory.getLogger(Trie.class);
    private TrieNode root;

    public Trie() {
        root = new TrieNode(null);
    }

    public void insert(String s) {
        int n = s.length();
        TrieNode parent = root;
        TrieNode child = null;
        for (int i = 0; i < n; i++) {
            Character c = s.charAt(i);

            if (parent.contains(c)) {
                child = parent.get(c);
            } else {
                child = new TrieNode(c);
                parent.put(c, child);
                child.parent = parent;
            }

            if (i == n - 1) {
                child.isEnd = true;
                child.count += 1;
            }
            parent = child;
        }
    }

    public void traverseLeaf(TrieClient client) {
        Deque<TrieNode> deque = new ArrayDeque<>();
        deque.push(root);

        while (!deque.isEmpty()) {
            TrieNode tmp = deque.pop();
            if (tmp.isEnd) {
                client.visit(tmp);
            }

            for (Map.Entry<Character, TrieNode> entry : tmp.children.entrySet()) {
                deque.push(entry.getValue());
            }
        }
    }

    public static class TrieNode {
        private HashMap<Character, TrieNode> children = new HashMap<>();
        private boolean isEnd = false;
        private Character c;
        private Integer count = 0;
        private TrieNode parent = null;

        TrieNode(Character c) {
            this.c = c;
        }

        public void put(Character c, TrieNode node) {
            children.putIfAbsent(c, node);
        }

        public boolean contains(Character c) {
            return children.containsKey(c);
        }

        public TrieNode get(Character c) {
            return children.get(c);
        }

        public Integer getCount() {
            return this.count;
        }

        public String getString() {
            StringBuilder s = new StringBuilder();
            TrieNode node = this;
            while (node.c != null) {
                s.insert(0, node.c.toString());
                node = node.parent;
            }
            return s.toString();
        }
    }

    public interface TrieClient {

        default void visit(TrieNode node) {
            logger.info(node.getString() + ":" + node.count);
        }
    }

    public static void main(String[] args) {
        Trie trie = new Trie();
        trie.insert("abc");
        trie.insert("ab");
        trie.insert("ab");
        trie.insert("cde");
        trie.insert("cde");
        trie.traverseLeaf(new TrieClient() {});

    }

}
+ +

运行main的结果如下：

+
2017-11-27 10:40:52 INFO  Trie:103    cde:2
+2017-11-27 10:40:52 INFO  Trie:103    ab:2
+2017-11-27 10:40:52 INFO  Trie:103    abc:1
+
+

用Trie实现的Java代码

这个Trie怎么用呢？以下是完整的代码。

+
package ym.parallel;

import com.google.common.base.MoreObjects;
import org.junit.Before;
import org.junit.Test;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;

import java.io.BufferedReader;
import java.io.File;
import java.io.FileReader;
import java.io.IOException;
import java.util.HashMap;
import java.util.Map;
import java.util.PriorityQueue;

/**
 * Created by ym on 11/26/2017.
 */
public class SolutionTrie {

    private static final Logger logger = LoggerFactory.getLogger(SolutionTrie.class);

    private static String path;
    private static Trie trie = new Trie();
    private static PriorityQueue<IPCounter> heap = new PriorityQueue<>(10);

    @Before
    public void setUp() {
        path = "d:/tmp/log_ip.txt";
    }


    @Test
    public void findTopTen() {

        logger.info("compute begin");
        try (BufferedReader br = new BufferedReader(new FileReader(new File(path)));) {
            String line = null;
            while ((line = br.readLine()) != null) {
                trie.insert(line);
            }

        } catch (IOException e) {
            e.printStackTrace();
        }
        logger.info("read complete.");

        trie.traverseLeaf(new Trie.TrieClient() {
            @Override
            public void visit(Trie.TrieNode node) {
                IPCounter ipCounter = new IPCounter(node.getString(), node.getCount());
                if (heap.size() < 10) {
                    heap.add(ipCounter);
                } else {
                    if (heap.peek().count < ipCounter.count) {
                        heap.poll();
                        heap.add(ipCounter);
                    }
                }
            }
        });

        while (!heap.isEmpty()) {
            logger.info(heap.poll().toString());
        }
        logger.info("compute end");
    }


    private static class IPCounter implements Comparable {
        private String ip;
        private Integer count;

        public IPCounter(String ip, Integer count) {
            this.ip = ip;
            this.count = count;
        }


        @Override
        public int compareTo(Object o) {
            IPCounter ipCounter = (IPCounter) o;
            return this.count.compareTo(ipCounter.count);
        }

        @Override
        public String toString() {
            return MoreObjects.toStringHelper(this).add("Ip", ip).add("count", count).toString();
        }
    }
}

+ + +]]> + + algorithm + java + trie + + + + [leetcode 329]Longest Increasing Path in a Matrix 原创解法 + /zh-hans/2017/03/12/2017-3-12-leetcode-329/ + 题目概述

原题链接

+
Given an integer matrix, find the length of the longest increasing path 
+From each cell, you can either move to four directions: left, right, up or down. You may NOT move diagonally or move outside of the boundary (i.e. wrap-around is not allowed).
+
+example:
+nums = [
+  [9,9,4],
+  [6,6,8],
+  [2,1,1]
+]
+return 4
+
+ + +

回溯法

首先想到的就是回溯法(backtracking)。思路也很简单，就是遍历每个位置， +并以此位置的数字作为开始，向四个方向进行回溯遍历。最终找到最长的序列。 +以下代码的36行和38行进行回溯。不过毫无疑问超时了。在这个基础上还可以 +进一步优化，比如只对in-degree为0的位置的数字进行考察。但是还是不行。

+
class Solution(object):
    def longestIncreasingPath(self, matrix):
        """
        回溯法解法。
        :type matrix: List[List[int]]
        :rtype: int
        """

        if matrix:
            hight = len(matrix)
            width = len(matrix[0])

            s = set((u, v) for u in range(hight) for v in range(width))

            result = [0]
            for item in s:
                p = [item]
                self.find(matrix, item, p, result, s)

            return result[0]

        else:
            return 0

    def find(self, matrix, item, p, result, s):
        if self.has_no_choice(matrix, item, p, s):
            if (len(p) > result[0]):
                result[0] = len(p)
        else:
            u, v = item
            four = [(u + 1, v), (u - 1, v), (u, v + 1), (u, v - 1)]
            for one in four:
                x, y = one
                if (x, y) in s and (x, y) not in p and matrix[x][y] < matrix[u][v]:
                    p.append((x, y))
                    self.find(matrix, (x, y), p, result, s)
                    p.pop()

    def has_no_choice(self, matrix, item, p, s):
        u, v = item
        four = [(u + 1, v), (u - 1, v), (u, v + 1), (u, v - 1)]

        for one in four:
            x, y = one
            if one in s and one not in p and matrix[x][y] < matrix[u][v]:
                return False

        return True
+ +

拓扑排序和记忆体

看看leetcode会给我们什么提示呢？点开show tags可以看到这个问题的标签， +Topological Sort和Memoization。既然使用topsort那么肯定要把这个问题 +转化为DAG问题了。如此一来，令人想到，可以先把矩阵数字使用topsort排成 +一排，然后再利用曾经遇到的求解最长递增子序列的动态规划算法进行求解。 +以下是实现的代码，拓扑排序加动态规划。

+
class Solution(object):
    def longestIncreasingPath(self, matrix):
        """
        :type matrix: List[List[int]]
        :rtype: int
        """

        if matrix:
            hight = len(matrix)
            width = len(matrix[0])

            s = set((u, v) for u in range(hight) for v in range(width))
            G = self.create_graph(matrix, s)
            topsort_list = self.topsort(G)
            result = self.find_longest_path(G, topsort_list)
            return result

        else:
            return 0

    def create_graph(self, matrix, s):
        G = {}
        for item in s:
            u, v = item
            G[item] = set()
            center = matrix[u][v]
            four = [(u + 1, v), (u - 1, v), (u, v + 1), (u, v - 1)]
            for one in four:
                if one in s:
                    x, y = one
                    adjacent = matrix[x][y]
                    if center > adjacent:
                        G[item].add(one)
        return G

    def tr(self, G):
        H = {}
        for u in G:
            H[u] = 0

        for u in G:
            for v in G[u]:
                H[v] += 1
        return H

    def topsort(self, G):

        H = self.tr(G)
        q = deque()
        sorted_list = []
        for u in H :
            if H[u] == 0 :
                q.append(u)
        while q:
            u = q.popleft()
            sorted_list.append(u)
            for v in G[u]:
                H[v] -= 1
                if H[v] == 0 :
                    q.append(v)

        return sorted_list

    def find_longest_path(self, G, topsort_list):
        n = len(topsort_list)

        memo = [1] * n
        for i in range(1, n):
            node = topsort_list[i]
            value = 0
            for pre in range(0, i):
                pre_node = topsort_list[pre]
                if node in G[pre_node]:
                    value = max(value, memo[pre] + 1)
                else:
                    value = max(value, memo[pre])
            memo[i] = value

        result = max(memo)
        #print(memo)
        return result
+ +

进一步优化

上边的解法还是超时了，时间不会消耗在topsort上，因为这个方法是O(|V|+|E|)的。 +主要的时间花在了动态规划上，因为这是一个O(N^2)的算法。 +我们仔细看看第72到76行这个内循环，发现遍历所有当前节点之前的节点是无效的。 +因为可以进入当前节点的节点不会超过４个。所以我们可以修改一下这个内循环。

+
def tr2(self, G):
    H = {}
    for u in G:
        H[u] = set()

    for u in G:
        for v in G[u]:
            H[v].add(u)
    return H

def find_longest_path(self, G, topsort_list):
    n = len(topsort_list)

    dic = { node : 1 for node in topsort_list }
    H = self.tr2(G)

    s = {topsort_list[0]}
    for i in range(1, n):
        node = topsort_list[i]
        s.add(node)
        value = 1
        for pre_node in H[node] :
            if pre_node in s :
                value = max(value, dic[pre_node] + 1)
        dic[node] = value

    result = max(dic.values())
    return result
+ +

这里我们在１６行使用一个dict来代替之前的memo， +这样就可以把一个O(N^2)改成一个O(N)的了。 +测试一下，幸运的通过了。不过只打败了1.7%。

+]]> + + leetcode + 算法 + python + + + + 编译和运行Clojure分支20081217源码 + /zh-hans/2017/03/23/2017-3-23-compile-and-run-clojure/ + Clojure branch 20081217

为啥要做这件事情呢？

+
    +
  1. Clojure是一门jvm语言，使用了asm。
    2. +
  2. branch 20081217是最初的版本便于研究。
    3. +
+ + +

下载branch 20081217

本来直接这样一条语句很简单的事情，但是由于网络太慢。我只好 +直接下载这个分支的源码zip包。

+
git clone https://github.com/clojure/clojure.git
+git checkout 20081217
+
+

编译环境配置

虽然有pom.xml文件但是简单的导入到IDEA并不起作用。 +还是按照官方说明来搞吧，用ant编译。 +下载最新的ant版本1.10，并使用jdk1.8是会出错的。 +想想十年前的情况。找到ant-1.7和jdk1.5进行编译才行。 +以下是编译的结果，最后在根目录下生成了clojure.jar。

+
d:\work\idea\clojure-20081217>ant
+Buildfile: build.xml
+
+clean:
+   [delete] Deleting directory d:\work\idea\clojure-20081217\classes
+
+init:
+    [mkdir] Created dir: d:\work\idea\clojure-20081217\classes
+
+compile_java:
+    [javac] Compiling 113 source files to d:\work\idea\clojure-20081217\classes
+    [javac] 注意：某些输入文件使用了未经检查或不安全的操作。
+    [javac] 注意：要了解详细信息，请使用 -Xlint:unchecked 重新编译。
+
+compile_clojure:
+     [java] Compiling clojure.core to d:\work\idea\clojure-20081217\classes
+     [java] Compiling clojure.main to d:\work\idea\clojure-20081217\classes
+     [java] Compiling clojure.set to d:\work\idea\clojure-20081217\classes
+     [java] Compiling clojure.xml to d:\work\idea\clojure-20081217\classes
+     [java] Compiling clojure.zip to d:\work\idea\clojure-20081217\classes
+     [java] Compiling clojure.inspector to d:\work\idea\clojure-20081217\classes
+
+jar:
+      [jar] Building jar: d:\work\idea\clojure-20081217\clojure.jar
+
+BUILD SUCCESSFUL
+Total time: 13 seconds
+
+

运行

官方readme给出了办法来证明运行成功。执行java -cp clojure.jar clojure.lang.Repl +，这样就可以进入clojure的repl环境。

+
d:\work\idea\clojure-20081217>java -cp clojure.jar clojure.lang.Repl
+Clojure
+user=> (def n 2)
+#'user/n
+user=> (* n 2)
+4
+user=>
+
+

如何运行一个clj文件呢？可以这样做。

+
    +
  • 在根路径下创建一个hello.clj文件，内容为(print "hello world")
    • +
  • 运行命令java -cp clojure.jar clojure.lang.Script hello.clj
    • +
+

如下所示。

+
d:\work\idea\clojure-20081217>java -cp clojure.jar clojure.lang.Script hello_world.clj
+hello world
+
+

成功了。

+]]> + + java + clojure + jvm + + + + How to call java code in Grails 3.2.6 + /zh-hans/2017/03/06/2017-3-6-grails-call-java/ + 解决方法

我的Grails的环境是

+
grails -v
+| Grails Version: 3.2.6
+| Groovy Version: 2.4.7
+| JVM Version: 1.8.0_71
+
+ + +

grails 3.2.6是用gradle进行构建的。所以如果要添加java类， +就需要修改build.gradle。

+

第一步

创建src/main/java目录。对于com.yanggeorge.XMLtest类， +则要创建src/main/java/com/yanggeorge/目录，并把XMLtest.java放在该 +路径下。

+

第二步

在build.gradle文件中添加如下代码

+
apply plugin: "java"

task compileOne (type: JavaCompile) {
    source = sourceSets.main.java.srcDirs
    include 'com/yanggeorge/XMLtest.java'
    classpath = sourceSets.main.compileClasspath
    destinationDir = sourceSets.main.output.classesDir
}

compileOne.options.compilerArgs = ["-sourcepath", "$projectDir/src/main/java"]
+ +

第三步

编译XMLtest.java。可以用grails compile进行编译。

+
D:\work\grails>grails compile
+:compileJava UP-TO-DATE
+:compileGroovy UP-TO-DATE
+:buildProperties
+:processResources UP-TO-DATE
+:classes UP-TO-DATE
+
+BUILD SUCCESSFUL
+
+Total time: 23.638 secs
+D:\work\grails>
+
+

第四步

修改grails-app/conf/spring/resources.groovy

+
import com.yanggeorge.XMLtest

beans = {
    myXMLtest(XMLtest)
}
+ +

第五步

已经可以使用myXMLtest了，例如创建一个service，grails-app/services/rss/RssService.groovy +第６行就是依赖注入的bean。

+
import grails.transaction.Transactional

@Transactional
class RssService {

    def myXMLtest

    def serviceMethod(String url, String keyword) {
        def items = myXMLtest.getAllItems(url)

    }

}
+ +]]> + + java + grails + gradle + + + + Gradle脚本实现web开发框架的一键构建 + /zh-hans/2017/05/24/2017-5-24-gradle-build-project/ + 问题

Java世界里构建项目用什么工具呢，ant，maven和gradle。maven非常流行， +原因无非是maven仓库和项目架构的约定。但是ant构建过程更加容易理解， +因为ant展示了所有的操作。gradle拥有基于groovy语言的DSL语言且继承了 +maven仓库的思想所以笔者认为未来是属于gradle的。

+ + +

特别是最近在搭建springmvc-jpa-mysql开发框架的时候，发现怎么也找不到一个 +archetype可以做到一键构建demo project。

+

何谓一键构建

何谓一键构建呢，有人用maven也可以很快搭建一个，通常可以把之前的 +项目复制一份修改一下，似乎没有那么麻烦。但笔者还是觉得执行几个命令， +回车一下就构建完成，更加让人舒心。如图所示，创建一个空项目dir，然后把build.gradle +放入该路径下，执行

+
gradle init
+gradle build -x test
+gradle run
+
+

就可以在浏览器里访问http://localhost:8080/greeting?name=GoodJob链接了。 +以下是过程展示。当然了因为jar包都已经下载过了，所以似乎还比较快。 +否则的话一定会联网下载jar包的。 +gradle-build-process

+

以下导入IDEA中后所示的文件结构。 +gradle-project-structure

+

build.gradle文件内容

build.gradle构建基于spring-boot的springmvc-jpa-mysql框架demo项目的脚本如下。 +该脚本一目了然，无需赘述。

+
def createFile = { String path, String content ->
    File f = file(path)
    if (f.exists()) {
        f.delete()
    }
    f.withWriter("UTF-8") { writer ->
        writer.write(content)
    }
}

task init(type: InitBuild, dependsOn : ["bak-build-file", "create-dirs", "create-files"]) {
    doLast {
        String buildGradleContent = '''
buildscript {
    repositories {
        mavenCentral()
    }
    dependencies {
        classpath("org.springframework.boot:spring-boot-gradle-plugin:1.5.2.RELEASE")
    }
}


apply plugin: 'java\'
apply plugin: 'eclipse\'
apply plugin: 'idea\'
apply plugin: 'application\'
apply plugin: 'org.springframework.boot\'

jar {
    baseName = 'spring-boot-demo\'
    version = '0.1.0\'
}

repositories {
    mavenCentral()
}

sourceCompatibility = 1.8
targetCompatibility = 1.8

dependencies {
    compile("org.springframework.boot:spring-boot-starter-web") {
        exclude module: "spring-boot-starter-tomcat"
    }
    compile("org.springframework.boot:spring-boot-starter-jetty")
    compile("org.springframework.boot:spring-boot-starter-actuator")
    compile("org.springframework.boot:spring-boot-starter-thymeleaf")
    compile("org.springframework.boot:spring-boot-starter-data-jpa")
    compile("org.springframework.boot:spring-boot-devtools")

    compile("mysql:mysql-connector-java")
    compile("org.apache.commons:commons-lang3:3.5")
    testCompile("junit:junit")
    testCompile("org.springframework.boot:spring-boot-starter-test")
}

mainClassName = "hello.Application"
'''
        createFile("build.gradle", buildGradleContent)
    }
}

task "bak-build-file"(type: Copy) {
    from "build.gradle"
    into "build.gradle.bak"
}

task "create-dirs" {
    description "create spring-boot-jpa-test project dirs."
    doLast {
        file("src/main/java/hello").mkdirs()
        file("src/main/resources/templates").mkdirs()
        file("src/main/webapp/WEB-INF/classes").mkdirs()
        file("src/test/java/hello").mkdirs()
        file("src/test/resources").mkdirs()
    }
}



task "create-files" {
    description "create spring-boot-jpa-test related files."
    doLast {
        String ApplicationContent, HelloControllerContent, UserRepositoryContent, UserContent, GreetingControllerContent
        String ApplicationTestsContent, ServletInitializerContent, HelloControllerTestContent
        String applicationPropertiesContent
        String webXmlContent, indexJspContent, greetingHtmlContent

        ApplicationContent = '''
package hello;

import java.util.Arrays;

import org.springframework.boot.CommandLineRunner;
import org.springframework.boot.SpringApplication;
import org.springframework.boot.autoconfigure.SpringBootApplication;
import org.springframework.context.ApplicationContext;
import org.springframework.context.annotation.Bean;

@SpringBootApplication
public class Application {

    public static void main(String[] args) {
        SpringApplication.run(Application.class, args);
    }

    @Bean
    public CommandLineRunner commandLineRunner(ApplicationContext ctx) {
        return args -> {

            System.out.println("Let's inspect the beans provided by Spring Boot:");

            String[] beanNames = ctx.getBeanDefinitionNames();
            Arrays.sort(beanNames);
            for (String beanName : beanNames) {
                //System.out.println(beanName);
            }

        };
    }

}

		'''
        HelloControllerContent = '''
package hello;

import org.springframework.web.bind.annotation.RestController;
import org.springframework.web.bind.annotation.RequestMapping;

@RestController
public class HelloController {

    @RequestMapping("/")
    public String index() {
        return "Greetings from Spring Boot!";
    }

}
'''
        UserRepositoryContent = '''
package hello;

import org.springframework.data.jpa.repository.JpaRepository;
import org.springframework.data.jpa.repository.Query;
import org.springframework.data.repository.query.Param;

/**
 * Created by YM on 5/16/2017.
 */
public interface UserRepository extends JpaRepository<User, Long> {

    User findByName(String name);
    User findByNameAndAge(String name, Integer age);

    @Query("from User u where u.name=:name")
    User findUser(@Param("name") String name);
}
'''
        UserContent = '''
package hello;

import javax.persistence.Column;
import javax.persistence.Entity;
import javax.persistence.GeneratedValue;
import javax.persistence.Id;

/**
 * Created by YM on 5/16/2017.
 */
@Entity
public class User {

    @Id
    @GeneratedValue
    private Long id;
    @Column(nullable = false)
    private String name;
    @Column(nullable = false)
    private Integer age;

    public User() {
    }

    public User(String name, int age) {
        this.name = name;
        this.age = age;
    }

    public Integer getAge() {
        return age;
    }

    public String getName() {
        return name;
    }

    public Long getId() {
        return id;
    }

    public void setAge(Integer age) {
        this.age = age;
    }

    public void setId(Long id) {
        this.id = id;
    }

    public void setName(String name) {
        this.name = name;
    }
}
'''
        ApplicationTestsContent = '''
import hello.Application;
import hello.User;
import hello.UserRepository;
import java.util.Date;
import org.apache.commons.lang3.time.DateUtils;
import org.junit.Assert;
import org.junit.Test;
import org.junit.runner.RunWith;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.boot.test.context.SpringBootTest;
import org.springframework.test.context.junit4.SpringJUnit4ClassRunner;
import org.springframework.test.context.junit4.SpringRunner;

/**
 * Created by YM on 5/16/2017.
 */
@RunWith(SpringRunner.class)
@SpringBootTest(classes = Application.class)
public class ApplicationTests {
    @Autowired
    private UserRepository userRepository;

    @Test
    public void test() throws Exception {
        // 创建10条记录
        userRepository.save(new User("AAA", 10));
        userRepository.save(new User("BBB", 20));
        userRepository.save(new User("CCC", 30));
        userRepository.save(new User("DDD", 40));
        userRepository.save(new User("EEE", 50));
        userRepository.save(new User("FFF", 60));
        userRepository.save(new User("GGG", 70));
        userRepository.save(new User("HHH", 80));
        userRepository.save(new User("III", 90));
        userRepository.save(new User("JJJ", 100));
        // 测试findAll, 查询所有记录
        Assert.assertEquals(10, userRepository.findAll().size());
        // 测试findByName, 查询姓名为FFF的User
        Assert.assertEquals(60, userRepository.findByName("FFF").getAge().longValue());
        // 测试findUser, 查询姓名为FFF的User
        Assert.assertEquals(60, userRepository.findUser("FFF").getAge().longValue());
        // 测试findByNameAndAge, 查询姓名为FFF并且年龄为60的User
        Assert.assertEquals("FFF", userRepository.findByNameAndAge("FFF", 60).getName());
        // 测试删除姓名为AAA的User
        userRepository.delete(userRepository.findByName("AAA"));
        // 测试findAll, 查询所有记录, 验证上面的删除是否成功
        Assert.assertEquals(9, userRepository.findAll().size());
    }
}
'''
        GreetingControllerContent = '''
package hello;


import org.springframework.stereotype.Controller;
import org.springframework.ui.Model;
import org.springframework.web.bind.annotation.RequestMapping;
import org.springframework.web.bind.annotation.RequestParam;

@Controller
public class GreetingController {

    @RequestMapping("/greeting")
    public String greeting(@RequestParam(value = "name", required = false, defaultValue = "World") String name,
            Model model) {
        model.addAttribute("name", name);
        return "greeting";
    }

}
'''
        ServletInitializerContent = '''
package hello;

import org.springframework.boot.builder.SpringApplicationBuilder;
import org.springframework.boot.web.support.SpringBootServletInitializer;

/**
 * Created by YM on 5/16/2017.
 */
public class ServletInitializer extends SpringBootServletInitializer {

    @Override
    protected SpringApplicationBuilder configure(SpringApplicationBuilder builder) {
        return builder.sources(hello.Application.class);
    }
}
'''
        HelloControllerTestContent = '''
package hello;

import static org.hamcrest.Matchers.equalTo;
import static org.junit.Assert.assertThat;

import java.net.URL;

import org.junit.Before;
import org.junit.Test;
import org.junit.runner.RunWith;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.boot.context.embedded.LocalServerPort;
import org.springframework.boot.test.context.SpringBootTest;
import org.springframework.boot.test.web.client.TestRestTemplate;
import org.springframework.http.ResponseEntity;
import org.springframework.test.context.junit4.SpringRunner;

@RunWith(SpringRunner.class)
@SpringBootTest(webEnvironment = SpringBootTest.WebEnvironment.RANDOM_PORT)
public class HelloControllerTest {

    @LocalServerPort
    private int port;

    private URL base;

    @Autowired
    private TestRestTemplate template;

    @Before
    public void setUp() throws Exception {
        this.base = new URL("http://localhost:" + port + "/");
    }

    @Test
    public void getHello() throws Exception {
        ResponseEntity<String> response = template.getForEntity(base.toString(),
                String.class);
        assertThat(response.getBody(), equalTo("Greetings from Spring Boot!"));
    }
}
'''
        createFile("src/main/java/hello/Application.java", ApplicationContent)
        createFile("src/main/java/hello/HelloController.java", HelloControllerContent)
        createFile("src/main/java/hello/UserRepository.java", UserRepositoryContent)
        createFile("src/main/java/hello/User.java", UserContent)
        createFile("src/main/java/hello/GreetingController.java", GreetingControllerContent)
        createFile("src/main/java/hello/ServletInitializer.java", ServletInitializerContent)
        createFile("src/test/java/ApplicationTests.java", ApplicationTestsContent)
        createFile("src/test/java/hello/HelloControllerTest.java", HelloControllerTestContent)

        applicationPropertiesContent = '''
spring.datasource.driverClassName=
spring.datasource.url=jdbc:mysql://localhost:3306/test
spring.datasource.username=root
spring.datasource.password=root
spring.jpa.properties.hibernate.hbm2ddl.auto=create
'''
        createFile("src/main/resources/application.properties", applicationPropertiesContent)
        println "Please modify src/main/resources/application.properties"

        webXmlContent = '''
<!DOCTYPE web-app PUBLIC
 "-//Sun Microsystems, Inc.//DTD Web Application 2.3//EN"
 "http://java.sun.com/dtd/web-app_2_3.dtd" >

<web-app>
  <display-name>Archetype Created Web Application</display-name>
</web-app>
'''
        indexJspContent = '''
<html>
<body>
<h2>Hello World!</h2>
</body>
</html>
'''
        greetingHtmlContent = '''
<!DOCTYPE HTML>
<html xmlns:th="http://www.thymeleaf.org">
<head>
    <title>Getting Started: Serving Web Content</title>
    <meta http-equiv="Content-Type" content="text/html; charset=UTF-8" />
</head>
<body>
<p th:text="'Hello, ' + ${name} + '!'" />
</body>
</html>
'''
        createFile("src/main/webapp/WEB-INF/web.xml", webXmlContent)
        createFile("src/main/webapp/index.jsp", indexJspContent)
        createFile("src/main/resources/templates/greeting.html", greetingHtmlContent)

    }
}

+]]> + + java + gradle + build + + + + Write a simple parser for MiniLisp by using JavaCC + /zh-hans/2017/05/19/2017-5-19-javacc-minilisp/ + MiniLisp是什么？

MiniLisp是一个只用几百行代码实现的Lisp。以下是实现的 +基本特性。

+
    +
  • integers, symbols, cons cells,
    • +
  • global variables,
    • +
  • lexically-scoped local variables,
    • +
  • closures,
    • +
  • if conditional,
    • +
  • primitive functions, such as +, =, <, or list,
    • +
  • user-defined functions,
    • +
  • a macro system,
    • +
  • and a copying garbage collector.
    • +
+ + + +

在笔者看来真是麻雀虽小五脏俱全啊。这是一个非常值得研究的项目。

+

JavaCC是什么？

JavaCC据说是一个非常易用好理解的LL(k)的Parser生成工具。 +说它好理解是指它生成的Java代码要比LR类型的容易理解。毕竟LL是Top-Down Parser呀。 +笔者以前只用过LR(1)类型的工具，JavaCC则从来没用过。

+

MiniLisp的BNF语法描述没有怎么办？

MiniLisp的作者并没有使用yacc等工具，而是自己手写的Top-Down Parser。所以无法得到 +MiniLisp的BNF描述。

+

没关系，既然是Lisp方言，那么先看看传统的Lisp的BNF语法是什么。这里有一个简单的BNF版本 +BNF rules of LISP

+
s_expression = atomic_symbol \
+              / "(" s_expression "."s_expression ")" \
+              / list 
+
+list = "(" s_expression < s_expression > ")"
+
+atomic_symbol = letter atom_part
+
+atom_part = empty / letter atom_part / number atom_part
+
+letter = "a" / "b" / " ..." / "z"
+
+number = "1" / "2" / " ..." / "9"
+
+empty = " "
+
+

想要实现MiniLisp的Parser，首先要理解这个BNF规则。

+

MiniLisp的jj文件

以下是用JavaCC生成MiniLisp + Parser的jj文件。用javacc编译之后，会报一个警告117行和118行发生conflict。但是笔者已经加上LOOKAHEAD(2)了。 +不知道为什么还警告，而且也单独对这部分进行了测试，完全没有问题。另外，这个生成的Parser并没有构造AST。

+
options {
  STATIC = false;
  DEBUG_PARSER = true;
  DEBUG_LOOKAHEAD = true;
  DEBUG_TOKEN_MANAGER = false;
  ERROR_REPORTING = true;
  JAVA_UNICODE_ESCAPE = false;
  UNICODE_INPUT = false;
  IGNORE_CASE = false;
  USER_TOKEN_MANAGER = false;
  USER_CHAR_STREAM = false;
  BUILD_PARSER = true;
  BUILD_TOKEN_MANAGER = true;
  SANITY_CHECK = true;
  FORCE_LA_CHECK = true;
}

PARSER_BEGIN(MiniLisp)

package ym.minilisp;

import ym.minilisp.node.*;
import java.util.*;

public class MiniLisp {

  /** Main entry point. */
  public static void main(String args[]) throws ParseException {
    MiniLisp parser = new MiniLisp(System.in);
    parser.Input();
  }

}
PARSER_END(MiniLisp)


TOKEN :
{
      <EMPTY: [" ","\t","\n","\r"] ([" ","\t","\n","\r"])*>
    | <LP: "(">
    | <RP: ")">
    | <DOT: ".">
    | <MINUS: "-">
    | <PLUS: "+">
    | <EQ: "=">
    | <AND: "and">
    | <NOT: "not">
    | <OR: "or">
    | <GT: ">">
    | <LT: "<">
    | <LE: "<=">
    | <GE: ">=">
    | <SQUOTE: "'">
    | <QUOTE: "quote">
    | <NUM: ["1"-"9"] ( ["0"-"9"] )* | "0">
    | <ID: (["a"-"z","A"-"Z","_","@","?","$","%","*"]) (~["\n","\r"," ","(",")","\t","#",";","{","}","[","]"])* >
    | <COMMENT: ([";"])(~["\n","\r"])* ["\n","\r"]>
}


/** Root production. */
void Input() :
{}
{
    ( Expr() )*  <EOF>
}

void Expr():
{}
{
      NonSExpr()
    | SExpr()
}


void NonSExpr():
{}
{
    <EMPTY>
   |<COMMENT>
}


void SExpr() :
{}
{
      SymbolExpr()
    | <LP> (NonSExpr())* (SExpr() (NonSExpr())* )*  [<DOT> (NonSExpr())*  (SExpr() (NonSExpr())* )*] <RP>
    | SQuoteExpr()
}

void SQuoteExpr():
{}
{
    <SQUOTE> SExpr()
}


void SymbolExpr():
{}
{
    Symbol() LOOKAHEAD({ getToken(1).kind == LP || getToken(1).kind == RP|| getToken(1).kind == DOT || getToken(1).kind == COMMENT || getToken(1).kind == EMPTY })
}

void Symbol():
{}
{
       <PLUS>
    |  <EQ>
    |  <AND>
    |  <NOT>
    |  <OR>
    |  <GT>
    |  <LT>
    |  <LE>
    |  <GE>
    |  LOOKAHEAD(2) <MINUS> <NUM>
    |  <MINUS>
    |  <NUM>
    |  <ID>
}
+ + +

测试代码

以下是对生成的MiniLisp.java文件进行测试的类。其中test14和test15是对 +MiniLisp项目下的life.lisp和nqueens.lisp文件内容完整解析测试。 +没有报错，说明jj中的规则可以解析MiniLisp。

+
package ym.minilisp;

import java.io.StringReader;
import junit.framework.TestCase;
import org.junit.Test;

public class TestParser extends TestCase {

    @Test
    public void test1() throws ParseException {
        String s = "((a.b).(b.(c)))";
        call(s);
    }

    @Test
    public void test2() throws ParseException {
        String s = "(a b c)";
        call(s);
        s = "(a b . c)";
        call(s);
    }

    @Test
    public void test3() throws ParseException {
        String s = "(a .(b c))";
        call(s);
    }

    @Test
    public void test4() throws ParseException {
        String s = " ( ( a b ) . ( b c ) ) ";
        call(s);
    }

    @Test
    public void test5() throws ParseException {
        String s = "( a ( a b )  ( b c ) ) ";
        call(s);
    }

    @Test
    public void test6() throws ParseException {
        String s = "(define a 1) (define b -1) ";
        call(s);
    }

    @Test
    public void test7() throws ParseException {
        String s = " (+ 1 -2 a b (- 1 2)) ";
        call(s);
    }

    @Test
    public void test8() throws ParseException {
        String s = " (defun next (board x y)\n"
                + "  (let c (count board x y)\n"
                + "       (if (alive? board x y)\n"
                + "           (or (= c 2) (= c 3))\n"
                + "         (= c 3))))";
        System.out.println(s);
        call(s);
    }

    @Test
    public void test9() throws ParseException {
        String s = "(defun count (board x y)\n"
                + "  (let at (lambda (x y)\n"
                + "            (if (alive? board x y) 1 0))\n"
                + "       (+ (at (- x 1) (- y 1))\n"
                + "          (at (- x 1) y)\n"
                + "          (at (- x 1) (+ y 1))\n"
                + "          (at x (- y 1))\n"
                + "          (at x (+ y 1))\n"
                + "          (at (+ x 1) (- y 1))\n"
                + "          (at (+ x 1) y)\n"
                + "          (at (+ x 1) (+ y 1)))))";
        System.out.println(s);
        call(s);
    }

    @Test
    public void test10() throws ParseException {
        String s = " '(+ 1 2) ";
        call(s);
    }

    @Test
    public void test11() throws ParseException {
        String s = "(cons '1 '2)";
        call(s);
    }

    @Test
    public void test12() throws ParseException {
        String s = "(defmacro progn (expr . rest)\n"
                + "  (list (cons 'lambda (cons () (cons expr rest)))))";
        call(s);
    }

    @Test
    public void test13() throws ParseException {
        String s = ";;fadfsdfasdfasdfasdfa\n"
                + "(cons '1 '2)";
        call(s);
    }

    @Test
    public void test131() throws ParseException {
        String s = "(cons ;;fadfsdfasdfasdfasdfa\n"
                + "  '1 '2)";
        call(s);
    }

    @Test
    public void test132() throws ParseException {
        String s = ";;fadfsdfasdfasdfasdfa\n"
                + "  \n"
                + ";;fadfsdfasdfasdfasdf\n";

        call(s);
    }

    @Test
    public void test133() throws ParseException {
        String s = "(list ;;fadfsdfasdfasdfasdfa\n"
                + "  a  ;;fadfsdfasdfasdfasdfa\n "
                + "b)";
        call(s);
    }

    @Test
    public void test14() throws ParseException {
        String s = ";;;\n"
                + ";;; Conway's game of life\n"
                + ";;;\n"
                + "\n"
                + ";; (progn expr ...)\n"
                + ";; => ((lambda () expr ...))\n"
                + "(defmacro progn (expr . rest)\n"
                + "  (list (cons 'lambda (cons () (cons expr rest)))))\n"
                + "\n"
                + "(defun list (x . y)\n"
                + "  (cons x y))\n"
                + "\n"
                + "(defun not (x)\n"
                + "  (if x () t))\n"
                + "\n"
                + ";; (let var val body ...)\n"
                + ";; => ((lambda (var) body ...) val)\n"
                + "(defmacro let (var val . body)\n"
                + "  (cons (cons 'lambda (cons (list var) body))\n"
                + "\t(list val)))\n"
                + "\n"
                + ";; (and e1 e2 ...)\n"
                + ";; => (if e1 (and e2 ...))\n"
                + ";; (and e1)\n"
                + ";; => e1\n"
                + "(defmacro and (expr . rest)\n"
                + "  (if rest\n"
                + "      (list 'if expr (cons 'and rest))\n"
                + "    expr))\n"
                + "\n"
                + ";; (or e1 e2 ...)\n"
                + ";; => (let <tmp> e1\n"
                + ";;      (if <tmp> <tmp> (or e2 ...)))\n"
                + ";; (or e1)\n"
                + ";; => e1\n"
                + ";;\n"
                + ";; The reason to use the temporary variables is to avoid evaluating the\n"
                + ";; arguments more than once.\n"
                + "(defmacro or (expr . rest)\n"
                + "  (if rest\n"
                + "      (let var (gensym)\n"
                + "           (list 'let var expr\n"
                + "                 (list 'if var var (cons 'or rest))))\n"
                + "    expr))\n"
                + "\n"
                + ";; (when expr body ...)\n"
                + ";; => (if expr (progn body ...))\n"
                + "(defmacro when (expr . body)\n"
                + "  (cons 'if (cons expr (list (cons 'progn body)))))\n"
                + "\n"
                + ";; (unless expr body ...)\n"
                + ";; => (if expr () body ...)\n"
                + "(defmacro unless (expr . body)\n"
                + "  (cons 'if (cons expr (cons () body))))\n"
                + "\n"
                + ";;;\n"
                + ";;; Numeric operators\n"
                + ";;;\n"
                + "\n"
                + "(defun <= (e1 e2)\n"
                + "  (or (< e1 e2)\n"
                + "      (= e1 e2)))\n"
                + "\n"
                + ";;;\n"
                + ";;; List operators\n"
                + ";;;\n"
                + "\n"
                + ";;; Applies each element of lis to fn, and returns their return values as a list.\n"
                + "(defun map (lis fn)\n"
                + "  (when lis\n"
                + "    (cons (fn (car lis))\n"
                + "\t  (map (cdr lis) fn))))\n"
                + "\n"
                + ";; Returns nth element of lis.\n"
                + "(defun nth (lis n)\n"
                + "  (if (= n 0)\n"
                + "      (car lis)\n"
                + "    (nth (cdr lis) (- n 1))))\n"
                + "\n"
                + ";; Returns the nth tail of lis.\n"
                + "(defun nth-tail (lis n)\n"
                + "  (if (= n 0)\n"
                + "      lis\n"
                + "    (nth-tail (cdr lis) (- n 1))))\n"
                + "\n"
                + ";; Returns a list consists of m .. n-1 integers.\n"
                + "(defun %iota (m n)\n"
                + "  (unless (<= n m)\n"
                + "    (cons m (%iota (+ m 1) n))))\n"
                + "\n"
                + ";; Returns a list consists of 0 ... n-1 integers.\n"
                + "(defun iota (n)\n"
                + "  (%iota 0 n))\n"
                + "\n"
                + ";;;\n"
                + ";;; Main\n"
                + ";;;\n"
                + "\n"
                + "(define width 10)\n"
                + "(define height 10)\n"
                + "\n"
                + ";; Returns location (x, y)'s element.\n"
                + "(defun get (board x y)\n"
                + "  (nth (nth board y) x))\n"
                + "\n"
                + ";; Returns true if location (x, y)'s value is \"@\".\n"
                + "(defun alive? (board x y)\n"
                + "  (and (<= 0 x)\n"
                + "       (< x height)\n"
                + "       (<= 0 y)\n"
                + "       (< y width)\n"
                + "       (eq (get board x y) '@)))\n"
                + "\n"
                + ";; Print out the given board.\n"
                + "(defun print (board)\n"
                + "  (if (not board)\n"
                + "      '$\n"
                + "    (println (car board))\n"
                + "    (print (cdr board))))\n"
                + "\n"
                + "(defun count (board x y)\n"
                + "  (let at (lambda (x y)\n"
                + "            (if (alive? board x y) 1 0))\n"
                + "       (+ (at (- x 1) (- y 1))\n"
                + "          (at (- x 1) y)\n"
                + "          (at (- x 1) (+ y 1))\n"
                + "          (at x (- y 1))\n"
                + "          (at x (+ y 1))\n"
                + "          (at (+ x 1) (- y 1))\n"
                + "          (at (+ x 1) y)\n"
                + "          (at (+ x 1) (+ y 1)))))\n"
                + "\n"
                + "(defun next (board x y)\n"
                + "  (let c (count board x y)\n"
                + "       (if (alive? board x y)\n"
                + "           (or (= c 2) (= c 3))\n"
                + "         (= c 3))))\n"
                + "\n"
                + "(defun run (board)\n"
                + "  (while t\n"
                + "    (print board)\n"
                + "    (println '*)\n"
                + "    (let newboard (map (iota height)\n"
                + "                       (lambda (y)\n"
                + "                         (map (iota width)\n"
                + "                              (lambda (x)\n"
                + "                                (if (next board x y) '@ '_)))))\n"
                + "         (setq board newboard))))\n"
                + "\n"
                + "(run '((_ _ _ _ _ _ _ _ _ _)\n"
                + "       (_ _ _ _ _ _ _ _ _ _)\n"
                + "       (_ _ _ _ _ _ _ _ _ _)\n"
                + "       (_ _ _ _ _ _ _ _ _ _)\n"
                + "       (_ _ _ _ _ _ _ _ _ _)\n"
                + "       (_ _ _ _ _ _ _ _ _ _)\n"
                + "       (_ _ _ _ _ _ _ _ _ _)\n"
                + "       (_ @ @ @ _ _ _ _ _ _)\n"
                + "       (_ _ _ @ _ _ _ _ _ _)\n"
                + "       (_ _ @ _ _ _ _ _ _ _)))\n";
        call(s);
    }

    @Test
    public void test15() throws ParseException {
        String s = ";;;\n"
                + ";;; N-queens puzzle solver.\n"
                + ";;;\n"
                + ";;; The N queens puzzle is the problem of placing N chess queens on an N x N\n"
                + ";;; chessboard so that no two queens attack each\n"
                + ";;; other. http://en.wikipedia.org/wiki/Eight_queens_puzzle\n"
                + ";;;\n"
                + ";;; This program solves N-queens puzzle by depth-first backtracking.\n"
                + ";;;\n"
                + "\n"
                + ";;;\n"
                + ";;; Basic macros\n"
                + ";;;\n"
                + ";;; Because the language does not have quasiquote, we need to construct an\n"
                + ";;; expanded form using cons and list.\n"
                + ";;;\n"
                + "\n"
                + ";; (progn expr ...)\n"
                + ";; => ((lambda () expr ...))\n"
                + "(defmacro progn (expr . rest)\n"
                + "  (list (cons 'lambda (cons () (cons expr rest)))))\n"
                + "\n"
                + "(defun list (x . y)\n"
                + "  (cons x y))\n"
                + "\n"
                + "(defun not (x)\n"
                + "  (if x () t))\n"
                + "\n"
                + ";; (let1 var val body ...)\n"
                + ";; => ((lambda (var) body ...) val)\n"
                + "(defmacro let1 (var val . body)\n"
                + "  (cons (cons 'lambda (cons (list var) body))\n"
                + "\t(list val)))\n"
                + "\n"
                + ";; (and e1 e2 ...)\n"
                + ";; => (if e1 (and e2 ...))\n"
                + ";; (and e1)\n"
                + ";; => e1\n"
                + "(defmacro and (expr . rest)\n"
                + "  (if rest\n"
                + "      (list 'if expr (cons 'and rest))\n"
                + "    expr))\n"
                + "\n"
                + ";; (or e1 e2 ...)\n"
                + ";; => (let1 <tmp> e1\n"
                + ";;      (if <tmp> <tmp> (or e2 ...)))\n"
                + ";; (or e1)\n"
                + ";; => e1\n"
                + ";;\n"
                + ";; The reason to use the temporary variables is to avoid evaluating the\n"
                + ";; arguments more than once.\n"
                + "(defmacro or (expr . rest)\n"
                + "  (if rest\n"
                + "      (let1 var (gensym)\n"
                + "\t    (list 'let1 var expr\n"
                + "\t\t  (list 'if var var (cons 'or rest))))\n"
                + "    expr))\n"
                + "\n"
                + ";; (when expr body ...)\n"
                + ";; => (if expr (progn body ...))\n"
                + "(defmacro when (expr . body)\n"
                + "  (cons 'if (cons expr (list (cons 'progn body)))))\n"
                + "\n"
                + ";; (unless expr body ...)\n"
                + ";; => (if expr () body ...)\n"
                + "(defmacro unless (expr . body)\n"
                + "  (cons 'if (cons expr (cons () body))))\n"
                + "\n"
                + ";;;\n"
                + ";;; Numeric operators\n"
                + ";;;\n"
                + "\n"
                + "(defun <= (e1 e2)\n"
                + "  (or (< e1 e2)\n"
                + "      (= e1 e2)))\n"
                + "\n"
                + ";;;\n"
                + ";;; List operators\n"
                + ";;;\n"
                + "\n"
                + ";; Applies each element of lis to pred. If pred returns a true value, terminate\n"
                + ";; the evaluation and returns pred's return value. If all of them return (),\n"
                + ";; returns ().\n"
                + "(defun any (lis pred)\n"
                + "  (when lis\n"
                + "    (or (pred (car lis))\n"
                + "\t(any (cdr lis) pred))))\n"
                + "\n"
                + ";;; Applies each element of lis to fn, and returns their return values as a list.\n"
                + "(defun map (lis fn)\n"
                + "  (when lis\n"
                + "    (cons (fn (car lis))\n"
                + "\t  (map (cdr lis) fn))))\n"
                + "\n"
                + ";; Returns nth element of lis.\n"
                + "(defun nth (lis n)\n"
                + "  (if (= n 0)\n"
                + "      (car lis)\n"
                + "    (nth (cdr lis) (- n 1))))\n"
                + "\n"
                + ";; Returns the nth tail of lis.\n"
                + "(defun nth-tail (lis n)\n"
                + "  (if (= n 0)\n"
                + "      lis\n"
                + "    (nth-tail (cdr lis) (- n 1))))\n"
                + "\n"
                + ";; Returns a list consists of m .. n-1 integers.\n"
                + "(defun %iota (m n)\n"
                + "  (unless (<= n m)\n"
                + "    (cons m (%iota (+ m 1) n))))\n"
                + "\n"
                + ";; Returns a list consists of 0 ... n-1 integers.\n"
                + "(defun iota (n)\n"
                + "  (%iota 0 n))\n"
                + "\n"
                + ";; Returns a new list whose length is len and all members are init.\n"
                + "(defun make-list (len init)\n"
                + "  (unless (= len 0)\n"
                + "    (cons init (make-list (- len 1) init))))\n"
                + "\n"
                + ";; Applies fn to each element of lis.\n"
                + "(defun for-each (lis fn)\n"
                + "  (or (not lis)\n"
                + "      (progn (fn (car lis))\n"
                + "\t     (for-each (cdr lis) fn))))\n"
                + "\n"
                + ";;;\n"
                + ";;; N-queens solver\n"
                + ";;;\n"
                + "\n"
                + ";; Creates size x size list filled with symbol \"x\".\n"
                + "(defun make-board (size)\n"
                + "  (map (iota size)\n"
                + "       (lambda (_)\n"
                + "\t (make-list size 'x))))\n"
                + "\n"
                + ";; Returns location (x, y)'s element.\n"
                + "(defun get (board x y)\n"
                + "  (nth (nth board x) y))\n"
                + "\n"
                + ";; Set symbol \"@\" to location (x, y).\n"
                + "(defun set (board x y)\n"
                + "  (setcar (nth-tail (nth board x) y) '@))\n"
                + "\n"
                + ";; Set symbol \"x\" to location (x, y).\n"
                + "(defun clear (board x y)\n"
                + "  (setcar (nth-tail (nth board x) y) 'x))\n"
                + "\n"
                + ";; Returns true if location (x, y)'s value is \"@\".\n"
                + "(defun set? (board x y)\n"
                + "  (eq (get board x y) '@))\n"
                + "\n"
                + ";; Print out the given board.\n"
                + "(defun print (board)\n"
                + "  (if (not board)\n"
                + "      '$\n"
                + "    (println (car board))\n"
                + "    (print (cdr board))))\n"
                + "\n"
                + ";; Returns true if we cannot place a queen at position (x, y), assuming that\n"
                + ";; queens have already been placed on each row from 0 to x-1.\n"
                + "(defun conflict? (board x y)\n"
                + "  (any (iota x)\n"
                + "       (lambda (n)\n"
                + "\t (or\n"
                + "\t  ;; Check if there's no conflicting queen upward\n"
                + "\t  (set? board n y)\n"
                + "\t  ;; Upper left\n"
                + "\t  (let1 z (+ y (- n x))\n"
                + "\t\t(and (<= 0 z)\n"
                + "\t\t     (set? board n z)))\n"
                + "\t  ;; Upper right\n"
                + "\t  (let1 z (+ y (- x n))\n"
                + "\t\t(and (< z board-size)\n"
                + "\t\t     (set? board n z)))))))\n"
                + "\n"
                + ";; Find positions where we can place queens at row x, and continue searching for\n"
                + ";; the next row.\n"
                + "(defun %solve (board x)\n"
                + "  (if (= x board-size)\n"
                + "      ;; Problem solved\n"
                + "      (progn (print board)\n"
                + "\t     (println '$))\n"
                + "    (for-each (iota board-size)\n"
                + "\t      (lambda (y)\n"
                + "\t\t(unless (conflict? board x y)\n"
                + "\t\t  (set board x y)\n"
                + "\t\t  (%solve board (+ x 1))\n"
                + "\t\t  (clear board x y))))))\n"
                + "\n"
                + "(defun solve (board)\n"
                + "  (println 'start)\n"
                + "  (%solve board 0)\n"
                + "  (println 'done))\n"
                + "\n"
                + ";;;\n"
                + ";;; Main\n"
                + ";;;\n"
                + "\n"
                + "(define board-size 8)\n"
                + "(define board (make-board board-size))\n"
                + "(solve board)\n";
        call(s);
    }

    private void call(String s) throws ParseException {
        MiniLisp parser = new MiniLisp(new StringReader(s));
        parser.Input();
    }
}
+ +]]> + + java + javacc + lisp + + + + How to resize VirtualBox fixed image size and keep contents unchanged ? + /zh-hans/2017/07/09/2017-7-9-resize-fixed-image/ + 问题

如何更改镜像文件的大小呢，尤其是如何把一个固定大小的镜像变大，并且之前的内容完全不改变。 +我尝试了一些方法，比如下面的几个步骤。1.查看信息，2.克隆新的vdi，3.调整大小，4.再查看信息。

+ + +
+

VBoxManage showhdinfo mydisk.vdi
VBoxManage clonehd mydisk.vdi mydiskClone.vdi
VBoxManage modifyhd mydiskClone.vdi –resize 61440
VBoxManage showhdinfo mydiskClone.vdi

+
+

这个方法的确是调整了大小，不过镜像文件变成了dynamic size而不是fixed size。这还好了， +最麻烦的是，当使用新的vdi的时候，发现自己的用户已经无法登陆，只能使用root用户登陆了。 +这是无法接受的。

+

用GParted实现

幸运的是有人给出了详细的方法。

+
+

resize-method

+
+

我来解释一下，其中最核心的就是

+
dd if=/dev/sda of=/dev/sdb
+
+

执行完成这个语句之后，不要进行分区等任何操作。 +（虽然看到新增加的磁盘处于未分配的状态。）直接单独挂载这个磁盘启动。 +果然可以登陆，一切照旧。但是只是这样并没有完成磁盘空间变大。只是实现了内容的复制。 +要想扩大，就需要使用GParted进行resize了。重新使用GParted Live CD进入新磁盘的分区图形界面， +可以发现新磁盘的某些空间已经进行分区，但是还有部分空间没有进行分区。 +在我这里是这样显示的

+
+ ------------------------------------------------------
+ |     sda            |  swap  |     unallocated      |   
+ ------------------------------------------------------
+
+ +
    +
  1. 首先删掉swap交换分区。这样/dev/sda分区紧接着就是未分配的空间了。
    2. +
  2. 接着resize sda分区。留几百兆做swap交换分区。
    3. +
  3. 最后创建一个交换分区。
    4. +
+

最后重启。应该会发现无法登陆，出现这样一个提示 +a start job is running for dev-disk-by…。耐心等待一下，发现还是可以正常登陆的。 +而且磁盘的空间变大了。一切似乎不错。

+

解决最后的小问题

重启一下看看，发现还是有a start job is running for dev-disk-by…这个提示， +需要等待一两分钟，真是糟糕。别担心，这是因为重新创建了swap交换分区的缘故。有人已经给出了解决办法。

+
+

To avoid the issue, in /etc/fstab you can either +Replace the swap UUID with the new one (run sudo blkid to find it) after the primary partition resizing.

+
+

reset-swap-uuid

+

重启，问题解决了。

+]]> + + image + resize + virutalbox + + + + [leetcode 337]打败了100%的解法 + /zh-hans/2018/02/24/2018-2-24-robber-3/ + 题目概述

原题链接

+
The thief has found himself a new place for his thievery again. There is only one entrance to this area, called the "root." Besides the root, each house has one and only one parent house. After a tour, the smart thief realized that "all houses in this place forms a binary tree". It will automatically contact the police if two directly-linked houses were broken into on the same night.
+Determine the maximum amount of money the thief can rob tonight without alerting the police.
+
+
Example 1:
     3
    / \
   2   2
    \   \ 
     4   1
Maximum amount of money the thief can rob = 3 + 4 + 1 = 8.
+ + + +

最快的解法

以下代码打败了100%的其它python3解法。 +带记忆体的递归，也就是动态规划。

+
class Solution:

    def rob(self, root):
        """
        :type root: TreeNode
        :rtype: int
        """
        self.memo = {}
        return self.dp(root)

    def dp(self, root):
        if root is None:
            return 0
        else:
            if root in self.memo :
                return self.memo[root]

            v1 = self.dp(root.left) + self.dp(root.right)

            v2 = root.val
            if root.left is not None:
                v2 += self.dp(root.left.left) + self.dp(root.left.right)
            if root.right is not None:
                v2 += self.dp(root.right.left) + self.dp(root.right.right)
            self.memo[root] = max(v1, v2)
            return self.memo[root]
+ + + +

截图留念

              You are Here!
Your runtime beats 100.00% of python3 submissions.
+

robber3_submit_result

+]]> + + leetcode + 算法 + python + + + + 宏扩展的执行逻辑初探(一) + /zh-hans/2018/11/09/minilisp/ + 宏是怎么扩展的呢？

比较流行的编程语言中，Java,Python都没有定义宏的功能。c语言中的宏限制比较大， +没有Lisp中的宏强大。以下提到的宏，指的是Lisp方言中的宏。

+

宏的求值可以分为两个步骤

+
    +
  1. 扩展（expand）–编译期
    2. +
  2. 求值（eval） –运行期
    3. +
+

这看起来很简单，但是实际写macro的时候，就会有很多的困惑。这里的主要矛盾就是理解 +以下两个过程，

+
    +
  1. 在一个宏的内部调用另一个函数
    2. +
  2. 在一个宏的内部调用另一个宏
    3. +
+

不同的lisp方言有不同的实现。以下用Clojure来研究宏的用法。

+ + +

宏内部调用函数(call function inside macro)

宏扩展阶段，就会调用函数进行求值。

+
(use 'clojure.walk)
(defmacro fool [x]
  (+ x 1))

(macroexpand-all '(fool 2))
+

运行结果如下，可以看到宏扩展阶段已经调用+函数进行了求值。

+
#'user/fool
3
+ +

这里的+是一个函数。

+

宏内部调用宏（call macro inside macro)

继续上面的例子，我们定义一个加法宏，然后在fool的内部调用该宏。

+
(use 'clojure.walk)

(defmacro plus [x y]
  (+ x y))

(defmacro fool [x]
  (plus x 1))

(macroexpand-all '(fool 2))
+ +

运行这段代码会得到以下的错误信息。重点就是理解这里为什么会报错。

+
CompilerException java.lang.ClassCastException: clojure.lang.Symbol cannot be cast to java.lang.Number, compiling:(/tmp/form-init4487875798119154898.clj:8:3)
+ +

这里报错说是Symbol无法转换为数字。可是我们明明输入的是2。

+

事实的过程如下，

+
    +
  1. 扩展 (fool 2)
    2. +
  2. 进入fool的body
    3. +
  3. 扩展 (plus x 1) — 这里x是一个Symbol，而不是x-value
    4. +
  4. 进入宏plus的body
    5. +
  5. 对(+ x 1)求值 —到这里报错了，因为x是一个Symbol。
    6. +
+

所以，如果直接在一个宏的内部调用另一个宏，很可能编译都无法通过。因为编译期会对宏进行扩展， +但不会绑定实参。

+

那么怎么正确的使用呢，这里引入了一个概念叫emit a macro call inside a macro。

+
(use 'clojure.walk)

(defmacro plus [x y]
  (+ x y))

(defmacro fool [x]
  (list 'plus x 1))

(macroexpand-1 '(fool 2))    ;; (plus 2 1)
(macroexpand-all '(fool 2))  ;; 3
+ +

结果如下，只扩展一次，会得到(plus 2 1)， 而完全扩展会得到3。

+
=> nil
#'user/plus
#'user/fool
(plus 2 1)
3
+ +

具体过程如下，

+
    +
  1. 扩展(fool 2)
    2. +
  2. 进入fool的body
    3. +
  3. 求值(list ‘plus x-value 1) – 这里x-value是2
    4. +
  4. 得到(plus x-value 1) – 这里x-value是2
    5. +
  5. 发现仍然是一个宏，继续扩展
    6. +
  6. 进入plus的body
    7. +
  7. 求值(+ x-value 1)为3 – 这里x-value是2
    8. +
+

语法引用（Syntax Quote）

正是因为需要频繁的使用list来进行宏调用，因此发明了这样的语法糖。

+
(use 'clojure.walk)

(defmacro plus [x y]
  (+ x y))

(defmacro fool [x]
  `(plus ~x 1))    ;; <- 这里等价于 (list 'plus x 1))

(macroexpand-1 '(fool 2))
(macroexpand-all '(fool 2))
+ +]]> + + clojure + lisp + macro + + + + [leetcode 352]原创解法 + /zh-hans/2018/11/08/2018-11-8-leetcode-352/ + 题目概述

原题链接

+
+

Given a data stream input of non-negative integers a1, a2, …, an, …, summarize the numbers seen so far as a list of disjoint intervals.

+

For example, suppose the integers from the data stream are 1, 3, 7, 2, 6, …, then the summary will be:

+

[1, 1] +[1, 1], [3, 3] +[1, 1], [3, 3], [7, 7] +[1, 3], [7, 7] +[1, 3], [6, 7]

+
+ + +

解题思路

断断续续思考了一段时间。naive的想法考虑了以下几点，

+
    +
  1. 一个list存放interval，然后遍历。
    2. +
  2. 需要查比邻的interval的值，因为需要合并。
    3. +
  3. 需要插入新的interval
    4. +
+

从这几点首先想到用二叉搜索树来存放interval，这样既能快速查到，又能保证有序， +但是实现起来的时候，发现有两个问题，

+
    +
  1. 合并节点非常复杂（其实可以做到）
    2. +
  2. 简单的二叉搜索树无法保证是平衡树（这个非常影响性能）
    3. +
+

最后考虑的结果是这样的，

+
    +
  1. 用list存放有序的interval
    2. +
  2. 使用二分查找保证快速找到最近的interval
    3. +
  3. 合并interval的时候比较简单快速。
    4. +
+

一遍通过的解法

编码的过程，比较慢，写了快一个小时，因为要仔细考虑边界值的问题， +但是一遍就通过了测试，比较开心，毕竟该题号称hard。

+
# Definition for an interval.
class Interval(object):
    def __init__(self, s=0, e=0):
        self.start = s
        self.end = e

    def __repr__(self):
        return "[{},{}]".format(self.start, self.end)


def nearest(arr, val):
    """
    返回最接近的interval的索引
    :param arr:
    :param val:
    :return:
    """
    start = 0
    end = len(arr) - 1
    mid = int((start + end) / 2)
    while start < end:
        item = arr[mid]
        if item.start - 1 <= val <= item.end + 1:
            return mid
        elif val < item.start - 1:
            end = mid
        elif val > item.end + 1:
            if start == mid:
                start = mid + 1
            else:
                start = mid

        mid = int((start + end) / 2)
    return mid


class SummaryRanges(object):

    def __init__(self):
        """
        Initialize your data structure here.
        """
        self.arr = []

    def addNum(self, val):
        """
        :type val: int
        :rtype: void
        """
        if len(self.arr) == 0:
            interval = Interval(val, val)
            self.arr.append(interval)
        else:
            i = nearest(self.arr, val)
            item = self.arr[i]
            if item.start <= val <= item.end:
                return
            elif val == item.start - 1:
                item.start = val
                while i > 0 and self.arr[i - 1].end == item.start - 1:
                    self.arr[i - 1].end = item.end
                    self.arr.pop(i)
                    item = self.arr[i - 1]
                    i = i - 1
            elif val == item.end + 1:
                item.end = val
                while i < len(self.arr) - 1 and self.arr[i + 1].start == item.end + 1:
                    item.end = self.arr[i + 1].end
                    self.arr.pop(i + 1)
            elif val < item.start - 1:
                interval = Interval(val, val)
                self.arr.insert(i, interval)
            elif val > item.end + 1:
                interval = Interval(val, val)
                self.arr.insert(i + 1, interval)

    def getIntervals(self):
        """
        :rtype: List[Interval]
        """
        return self.arr


# Your SummaryRanges object will be instantiated and called as such:
# obj = SummaryRanges()
# obj.addNum(val)
# param_2 = obj.getIntervals()

if __name__ == '__main__':
    obj = SummaryRanges()
    obj.addNum(1)
    print(obj.getIntervals())  # [1,1]
    obj.addNum(3)
    print(obj.getIntervals())  # [1,1],[3,3]
    obj.addNum(7)
    print(obj.getIntervals())  # [1,1],[3,3],[7,7]
    obj.addNum(2)
    print(obj.getIntervals())  # [1,3],[7,7]
    obj.addNum(6)
    print(obj.getIntervals())  # [1,3],[6,7]
+ +

高效的Python List

我一开始不愿意使用list的本质原因是需要在List的中间删除和插入数据，因为 +对于一个size为n的list，list.pop(0)的时间复杂度是O(n)。 +但是Python的List似乎仍然非常高效，即使在list中间删除和插入数。我本来以为 +我的这个解法会超时呢，结果居然击败的80%的提交。

+]]> + + leetcode + 算法 + python + + + + [leetcode 341]练练手 + /zh-hans/2018/08/18/2018-8-18-leetcode-341/ + 题目概述

原题链接

+
+

Given a nested list of integers, implement an iterator to flatten it.

+

Each element is either an integer, or a list – whose elements may also be integers or other lists. + Input: [[1,1],2,[1,1]] + Output: [1,1,2,1,1]

+
+ + +

解题思路

如果只是遍历一遍，用类似二叉树的中序遍历就好了。但是因为要生成迭代子，那么就得 +考虑用栈来模拟递归了。

+

当然这个题目是比较简单的，压栈的是一个tuple－(list, index)。第一个是list，第二个指向 +list的第几个item。

+

第一次通过的解法

比较慢。

+
class NestedIterator(object):
    def __init__(self, nestedList):
        """
        Initialize your data structure here.
        :type nestedList: List[NestedInteger]
        """
        self.q = [(nestedList, 0)]

    def next(self):
        """
        :rtype: int
        """

        val = None
        not_find = True
        while self.q and not_find:
            arr, num = self.q.pop()
            if num < len(arr):
                ele = arr[num]
                if isinstance(ele, int): # 如果提交需要改成　ele.isInteger()
                    val = ele            # ................  ele.getInteger()
                    not_find = False
                    self.q.append((arr, num + 1))
                else:
                    self.q.append((arr, num + 1))
                    self.q.append((ele, 0))  # 如果提交改成，self.q.append((ele.getList(),0))

        return None if not_find else val

    def hasNext(self):
        """
        :rtype: bool
        """
        has_next = False
        while not has_next and self.q:
            arr, num = self.q.pop()
            if num < len(arr):
                ele = arr[num]
                if isinstance(ele, int):
                    has_next = True
                    self.q.append((arr, num))
                else:
                    self.q.append((arr, num + 1))
                    self.q.append((ele, 0))

        return has_next

if __name__ == "__main__":
    nestedlist = [[1, 2], 3, [4, 5], 6]
    i, v = NestedIterator(nestedlist), []
    while i.hasNext(): v.append(i.next())
    print(v)  # [1, 2, 3, 4, 5, 6]
+ +

优化后的解法

之前的解法大概是140ms跑通了44个测试。而大多数的解法则在70ms左右。 +怎么改进呢？ +has_next和next方法本质上是一样的，可以只保留一个next就可以实现两个方法了。 +那么我们可以提前跑next方法，缓存两个值。

+

以下是改进后的速度提升了一倍。

+
class NestedIterator2(object):
    def __init__(self, nestedList):
        """
        Initialize your data structure here.
        :type nestedList: List[NestedInteger]
        """
        self.q = [(nestedList, 0)]
        self.next_val = self.next0()
        if self.next_val is not None :
            self.has_next = True
        else:
            self.has_next = False

    def next(self):
        curr_val = self.next_val
        if self.has_next:
            self.next_val = self.next0()

        if self.next_val is not None:
            self.has_next = True
        else:
            self.has_next = False

        return curr_val

    def hasNext(self):
        """
        :rtype: bool
        """
        return self.has_next

    def next0(self):
        """
        :rtype: int
        """

        val = None
        not_find = True
        while self.q and not_find:
            arr, num = self.q.pop()
            if num < len(arr):
                ele = arr[num]
                if isinstance(ele, int):
                    val = ele
                    not_find = False
                    self.q.append((arr, num + 1))
                else:
                    self.q.append((arr, num + 1))
                    self.q.append((ele, 0))

        return None if not_find else val
+ +]]> + + leetcode + 算法 + python + + + + BitTorrent协议（二）之获取下载源 + /zh-hans/2019/01/10/2019-1-10-bt-2/ + 如何获取下载源

作为一个downloader开始下载资源首先要向tracker宣布自己的存在，同时获得其他downloader的地址。 +这里的downloader我们统一称为对等节点（peer），因此接下来要做的事情就是与tracker通信，获取peers。

+ + + +

获取下载源的协议

有两种方法，

+
    +
  • 方法一：基于HTTP的GET请求
    • +
+

官网文档 BEP3 中的trackers章节告诉我们可以使用HTTP /GET +来得到peer的信息。也就是发送一个GET请求。

+
    +
  • 方法二：基于UDP的tracker协议
    • +
+

再对照如下tracker列表就可以明白了。

+
http://tracker.trackerfix.com:80/announce  # 方法一

udp://9.rarbg.me:2710/announce  # 方法二
 
udp://9.rarbg.to:2710/announce # 方法二
+ +

方法一看起来是更简单的方法，但是在GFW保护下，这些采用方法一的服务端口都无法访问。因此只能尝试方法二。

+

基于UDP的Tracker协议

UDP协议本来也是一种更好的选择，因为传输的字节更少。官网文档UDP Tracker Protocol for BitTorrent +详细说明了原因。

+
+

Using HTTP introduces significant overhead. There’s overhead at the ethernet layer (14 bytes per packet), at the IP layer (20 bytes per packet), at the TCP layer (20 bytes per packet) and at the HTTP layer. About 10 packets are used for a request plus response containing 50 peers and the total number of bytes used is about 1206 [1]. This overhead can be reduced significantly by using a UDP based protocol. The protocol proposed here uses 4 packets and about 618 bytes, reducing traffic by 50%. For a client, saving 1 kbyte every hour isn’t significant, but for a tracker serving a million peers, reducing traffic by 50% matters a lot. An additional advantage is that a UDP based binary protocol doesn’t require a complex parser and no connection handling, reducing the complexity of tracker code and increasing it’s performance.

+
+

简单来说就是方法一基于TCP的，每个基于TCP的请求的头部自然要比基于UDP的请求大。

+

UDP协议包含三个过程，

+
    +
  • CONNECT
    • +
  • ANNOUNCE
    • +
  • SCRAPE
    • +
+

我们关心的是发布（ANNOUNCE），接下来重点看如何实现。

+

实现发布

两个步骤，

+
    +
  • CONNECT，获取connection_id
    • +
  • ANNOUNCE，拿着connection_id和info_hash等参数再请求。
    • +
+

参考了Bittorrent udp-tracker protocol extension +因为对入参和返回参数说明的更详细一些。用的tracker是一个热门的磁力链接。

+
ip = 'exodus.desync.com'  # get from tracker list
+port = 6969  # get from tracker list
+
+

而info_hash是用uTorrent软件打开该磁力链接后获得的。

+
1aa4c13830b822c1375686d685a9fce23405f6ba
+
+

以下是代码实现。uTorrent软件打开磁力链接会拿到tracker列表。

+

announce的重要参数说明

+
    +
  1. num_want : -1 # 希望获得的peer个数，则是默认的peer个数
    2. +
  2. ip : 0 # 当前发送udp包的地址
    3. +
  3. port : 监听的公网端口
    4. +
+

一旦发布完成，该监听的端口会收到DHT协议的请求，例如FIND_NODE

+
# -*- coding: utf-8 -*-

__author__ = 'ym'
"""
    Date        : '2019/1/8'
    Description :  udp tracker protocol
    
"""
import socket
import struct


def ip_me():
    import psutil
    import socket

    def get_ip_addresses(family):
        for interface, snics in psutil.net_if_addrs().items():
            for snic in snics:
                if snic.family == family:
                    yield (interface, snic.address)

    addrs = list(get_ip_addresses(socket.AF_INET))
    for tup in addrs:
        if tup[0] == 'en0':
            return tup[1]


SOURCE_IP = ip_me()
SOURCE_PORT = 59876


def to_byte(integer, length=4):
    return integer.to_bytes(length, byteorder='big')


def udp_send(ip, port, data):
    sock = socket.socket(socket.AF_INET, socket.SOCK_DGRAM)  # UDP
    sock.bind((SOURCE_IP, SOURCE_PORT))
    sock.sendto(data, (ip, port))


def udp_recv(ip, port):
    sock = socket.socket(socket.AF_INET, socket.SOCK_DGRAM)  # UDP
    sock.bind((ip, port))
    while True:
        data, addr = sock.recvfrom(2048)
        print("received message:", data)
        return data


class UdpAnnouceRequest(object):
    def __init__(self):
        self.connection_id = None
        self.action = None
        self.transaction_id = None
        self.info_hash = None
        self.peer_id = None
        self.downloaded = None
        self.left = None
        self.uploaded = None
        self.event = 0
        self.ip = None
        self.key = None
        self.num_want = -1
        self.port = None
        self.extensions = None

    def get_bytes(self):
        result = to_byte(self.connection_id, 8)
        result += to_byte(self.action)
        result += to_byte(self.transaction_id)
        result += self.info_hash
        result += self.peer_id
        result += to_byte(self.downloaded, 8)
        result += to_byte(self.left, 8)
        result += to_byte(self.uploaded, 8)
        result += to_byte(self.event)
        result += to_byte(self.ip)
        result += to_byte(self.key)
        result += struct.pack(">i", self.num_want)
        result += to_byte(self.port, 2)
        return result


def udp_announcing(request: UdpAnnouceRequest, dst_ip, dst_port):
    data = request.get_bytes()
    udp_send(dst_ip, dst_port, data)


def connect(tracker_ip, tracker_port):
    protocol_id = 0x41727101980  # magic number
    action = 0  # connect
    transaction_id = 123  # random

    data = struct.pack(">Qii", protocol_id, action, transaction_id)
    udp_send(tracker_ip, tracker_port, data)

    reply = udp_recv(SOURCE_IP, SOURCE_PORT)
    action, transaction_id, connection_id = struct.unpack(">iiQ", reply)
    fmt = "connect reply:\n\taction:{}, transaction_id:{}, connection_id:{}"
    print(fmt.format(action, transaction_id, connection_id))
    return connection_id


def announce(connection_id, dst_ip, dst_port):
    request = UdpAnnouceRequest()
    request.connection_id = connection_id
    request.action = 1
    request.transaction_id = 1234  # random
    request.info_hash = bytearray.fromhex('1aa4c13830b822c1375686d685a9fce23405f6ba')  # compute from meta_info
    request.peer_id = bytearray.fromhex('ab' * 20)  # random
    request.downloaded = 0
    request.left = 1509949440  # from meta_info
    request.uploaded = 0
    request.ip = 0  # default
    request.key = 314
    request.port = 59601  #
    # print(request)
    udp_announcing(request, dst_ip, dst_port)
    return udp_recv(SOURCE_IP, SOURCE_PORT)


def udp_process():
    ip = 'exodus.desync.com'  # get from tracker list
    port = 6969  # get from tracker list
    connection_id = connect(ip, port)
    reply = announce(connection_id, ip, port)
    action, transaction_id, interval, leechers, seeders = struct.unpack(">iiiii", reply[0:20])
    fmt = "announce_reply:\n\taction:{}, transaction_id:{}, interval:{}s, leechers:{}, seeders:{}"
    print(fmt.format(action, transaction_id, interval, leechers, seeders))
    peers = []
    for i in range(20, len(reply), 6):
        if i + 6 <= len(reply):
            data = reply[i:i + 6]
            n1, n2, n3, n4, peer_port = struct.unpack(">BBBBH", data)
            peer_ip = "{}.{}.{}.{}".format(n1, n2, n3, n4)
            peers.append((peer_ip, peer_port))
    print("get {} peers:{}".format(len(peers), peers))


if __name__ == '__main__':
    udp_process()
+ +

运行结果

运行日志如下，可以看到拿到了200个peers的ipv4地址和端口。

+
/usr/local/bin/python3.7 /Users/ym/charm/pytest/ym/bt/udp_announce.py
received message: b'\x00\x00\x00\x00\x00\x00\x00{\xd89\xa8\x9dv\xd3=]'
connect reply:
	action:0, transaction_id:123, connection_id:15580669780121828701
received message: b'\x00\x00\x00\x01\x00\x00\x04\xd2\x00\x00\x07_\x00\x00\x00%\x00\x00\x01qi\xe8\xff\xd8XWl\x18-F\xbcd\x9e\xae}\xea\xaa[\xd41S\'\xcb\x0eb\x14\x8f\xcfbcg\xcd\xaf9\xe0\x1f-\xf7*\xa6\xa2\x86)P\xadl\xbc\xbf)\xb6{\xc4w\xaa)\xcd\xf0@cF--;M\xa6Wp\xce\xc7\xff\xfc\xcf\xbb\x9e\x18\x9c\xec\x96\xc4\xcf\x83PS\x06_\xb4zmc\xd3\x82i\xef\x0b\xeb\xd0\xaf ~d\xf3\x8c\xde\x9b?\xfc\xdb!1\x93W\x0b\xc3I\xad\xf4,)\xf0\x1c\xc5\xe0\x98\x80\xbbZ\xb4^UA#\'|\x95\x7fd\xc77p\xc8Z\xadN\xb5p\xc7K\xbc\xd31i\x9c\xe0\x7f0\xaeV\x02\xc2\xe3G.R\x92\xfc\x15\xc8\x05R\x18\x18I\x943H3~\r\xd3\x89=\x06\xe6\xbb86-y\xd1\xa6\xca\xcb)\xd7\r\x8aLo)\xcb\xda\x8e;K)Z<\x9c\xb0\x87);Q\xd0\xb2\x8b\x18\xa5\xc2T\xb8\xd7\x05\x90;\x83\xf1^\xca\x8eeB\xa1a\xb9\xe8\x15z\x83\xde\x93\n\xba\x91+\x9em\xb1\x9b\xd0V\x82Y\xf2\xb5\xad\xc7\rV\x06\xf8^k\x14R\x8eP\xb1\xfb\x15Rf\x1eV\xd0\x05R-\xd9\xf5\xc2"@\x86\xf0K\x00\x00@B\xdeFa*\x1f;\x02<\xa2\xa7\x18l\xed\xfa\xd2\xf4\x05k#\x81\xe8\xa5\x01\xban\x82\xcd\t\xd57\xb8\x8eQ\xdd\xd4\x1b\x13\xfalh\xd0\x83\xa5J\xa9\xb5\xce\xe7x:\xb8\xe1\xc9\xab\xc6\xf9\xa3:\xc5\xed\xc5\xe4\xd2c\xb6\xb9\x1cL\xc0\x19\x8b<\xbfn\x9a\xc2\x80\xcc\xf3\xc3?\xefn\x8dg\xa5=\x0cm\xb1^\xfcU\xf3[}\xdd\x90\x82yS\xe9o\xf3\xf0R@w\xc0\xf4\'\xae\xd0SR\xcc\xde@\xc5\xf8\xdb\x9e\x8a\x0f\xb3\x08_\x90\xb4\xc1\xa9=\xda$\x1a\xe1n\xe8V\r\xe5\xe1b\x8cr{1\xc3^\x05\xe8bR\x00Sn\xe5\x7fe\xe5G4V5I \x1bjQ\x9a\x80\x7f\xce\xe7y\xd5\xde]\xbc\x81D\xbd\xbf\xf1\xb8K\xdfZ\x8d\xe5\xa9=\xda#\x1a\xe1sE\xbb\xb8\xd4Oi\xa7\x10V\xe9\xffgG\x10\xf3\x8f\xde^\xea#S+%\\\xeeN_\xba\xbd3\x07g\xaf\xdb\xb3)\xa1:#\xe0G%\x98\xce\x84}\xe2\xd8ch\xeaN\xb2\xbe\xabp\xe3\xd2?\xb7\r\xcd\x9d\xf3\x8c\xa8\x01\x18I\xabH\x90\x84,A\x9a\x02}\xd1\\\xdd\x94bp\x8d:\xa7e:p\n\x17\x93\xb0\xb9h\x05\xa9)b\xdc\\\xed\x0f;]\x9dX\x10\x96\x98u\x92R\x18\x8a+\xc2LR\x0cH\xa7z\x06>\x96OI2\x9f.\xb6\xbax9\xee)\xbaS\x8b\x9b\x81)\x8b\xfa&m,)P\xe4\x95\xc8s%\x8e\x03+>\x1e\xc5\xf8\x92\xba\xb9\xca\xc4\xca\xa9\xba\xd3(\xc3Yxr\x07_\xbe:\x08\x08\xc8\x9c\xb2P\x14X\x7f\xcf\x9aIWU\xc6G\x80j\xa0\x9dRSx\xf4n\x07w\xe4m\xbe\xd4`\xc8\xd5g\xf4\xf2}\xe1\x01g5I%\xc1\xa1\\c@\x89\x99\x9bVSE\x95\xfb\xdeV\x12\xe0F\'gR\x17n\x90\x91\xf4O\xb7c\xa6\xd1\xfcOC9\xf0s\xee+\xf6\xc8u\xe1\xed+\xf1\x91DGD)Zo\x9e\xf3y\x18\xcb\x97\x9e=\'\xc4\xca\xa9\xba\xcbO\xa5\xe7(\x0e8\xc1\xa2\xf6k\x92\x14\x82q\x14b.\xe7oi\xe8X\x86\xe2\xbagF\xcc\xc2\xed\x83`+\xbdk\x99\xdfR\x07u\xa2\xbf\x8cBW\xcfc\x00\x00?\x8f\xecq\x00\x00)\xd2\n\xe3\xe9\xca\x1f-g\x8a\xe5y\xde\xb8\xe8\xad\xab\xc4\xd8\x97\xb8\x9f\xd0d\xd0g\xe9\xa2\xdb\xbd\xc4\xd1\xe9\xa4\x86\xc2\xc4\xcf\xb83\xe2\xaa\xc3\x93\xb5\xbe&\xfb\x9c\xde.\xdc\xd2\x14\x9aF9B\xa4{p\xcd\x9d\xf6\xe0\xcai\xb8\x99u\xf0+g{$\xb5\xb3LZ\xdbs\xab\x99~Qd\xff\xdf\xe8\xefP\'\x86\xc9:\x8aMD\xf3F\x88\xb8H\xe5%G\x84M1\x92\r~\xe9\x13)OB\xe1Vi\xdd\xcb\x16\xf53\xb3\xba\x96\x86\xaf\xba:\xb2\xa6!$\x7f\xdd|k\xc0+\x8a}{\xf5\x14\x8eAVy68&K\xb1tZ`\nY\xb8l\x04\xd7\xfb\x84\xb3h\xcfSb*\x93`\x17\xb5[\xebGV\x89\x15S\x91\xd1KA\xd7\xc4\xa3o?\xf5:\x9b\x83\x1d.\xd1,c\x05\x16\xb6\xba\xfd\xab97\xb2\x9d\xf9>g\xeb\x82i\xa4{G\xb7i\xe8V1\x91\xafg\xfc\xca\x96\xaf\x16g\x04\xf8\x8a\xda!_^\x9d\xaf\xd2-^\xaf\x94\x0c\xbc\x0f^L\x0f,\xc3\x00Y\xedbW\xf5\x84WFe\xc7\xaeAV\x19|\x9e\xb0\xcfH\xe6\xda\x88<\xdcFA\xe3\x15q\x08)\x8b\xf3:L\x1b)<\xe9\xf5\xaa[\x1f\xd7\x0e\x08Z\xb2\x01\t\x87,R\xd9\xcb\xd4\x9bSx"\xca\x8e[f`N\xc5\xed\x81\x96b\xdc\xc5\xe8\x1av#\'\xc5\xe8\x13n\xdbn\xc4\xf9g\xc4:\x15\xbbp|\xa6#\'\xb7W\xa9\x9b@5u\xc2\xdcQd\xef'
announce_reply:
	action:1, transaction_id:1234, interval:1887s, leechers:37, seeders:369
get 200 peers:[('105.232.255.216', 22615), ('108.24.45.70', 48228), ('158.174.125.234', 43611), ('212.49.83.39', 51982), ('98.20.143.207', 25187), ('103.205.175.57', 57375), ('45.247.42.166', 41606), ('41.80.173.108', 48319), ('41.182.123.196', 30634), ('41.205.240.64', 25414), ('45.45.59.77', 42583), ('112.206.199.255', 64719), ('187.158.24.156', 60566), ('196.207.131.80', 21254), ('95.180.122.109', 25555), ('130.105.239.11', 60368), ('175.32.126.100', 62348), ('222.155.63.252', 56097), ('49.147.87.11', 49993), ('173.244.44.41', 61468), ('197.224.152.128', 47962), ('180.94.85.65', 8999), ('124.149.127.100', 50999), ('112.200.90.173', 20149), ('112.199.75.188', 54065), ('105.156.224.127', 12462), ('86.2.194.227', 18222), ('82.146.252.21', 51205), ('82.24.24.73', 37939), ('72.51.126.13', 54153), ('61.6.230.187', 14390), ('45.121.209.166', 51915), ('41.215.13.138', 19567), ('41.203.218.142', 15179), ('41.90.60.156', 45191), ('41.59.81.208', 45707), ('24.165.194.84', 47319), ('5.144.59.131', 61790), ('202.142.101.66', 41313), ('185.232.21.122', 33758), ('147.10.186.145', 11166), ('109.177.155.208', 22146), ('89.242.181.173', 50957), ('86.6.248.94', 27412), ('82.142.80.177', 64277), ('82.102.30.86', 53253), ('82.45.217.245', 49698), ('64.134.240.75', 0), ('64.66.222.70', 24874), ('31.59.2.60', 41639), ('24.108.237.250', 54004), ('5.107.35.129', 59557), ('1.186.110.130', 52489), ('213.55.184.142', 20957), ('212.27.19.250', 27752), ('208.131.165.74', 43445), ('206.231.120.58', 47329), ('201.171.198.249', 41786), ('197.237.197.228', 53859), ('182.185.28.76', 49177), ('139.60.191.110', 39618), ('128.204.243.195', 16367), ('110.141.103.165', 15628), ('109.177.94.252', 22003), ('91.125.221.144', 33401), ('83.233.111.243', 61522), ('64.119.192.244', 10158), ('208.83.82.204', 56896), ('197.248.219.158', 35343), ('179.8.95.144', 46273), ('169.61.218.36', 6881), ('110.232.86.13', 58849), ('98.140.114.123', 12739), ('94.5.232.98', 20992), ('83.110.229.127', 26085), ('71.52.86.53', 18720), ('27.106.81.154', 32895), ('206.231.121.213', 56925), ('188.129.68.189', 49137), ('184.75.223.90', 36325), ('169.61.218.35', 6881), ('115.69.187.184', 54351), ('105.167.16.86', 59903), ('103.71.16.243', 36830), ('94.234.35.83', 11045), ('92.238.78.95', 47805), ('51.7.103.175', 56243), ('41.161.58.35', 57415), ('37.152.206.132', 32226), ('216.99.104.234', 20146), ('190.171.112.227', 53823), ('183.13.205.157', 62348), ('168.1.24.73', 43848), ('144.132.44.65', 39426), ('125.209.92.221', 37986), ('112.141.58.167', 25914), ('112.10.23.147', 45241), ('104.5.169.41', 25308), ('92.237.15.59', 23965), ('88.16.150.152', 30098), ('82.24.138.43', 49740), ('82.12.72.167', 31238), ('62.150.79.73', 12959), ('46.182.186.120', 14830), ('41.186.83.139', 39809), ('41.139.250.38', 27948), ('41.80.228.149', 51315), ('37.142.3.43', 15902), ('197.248.146.186', 47562), ('196.202.169.186', 54056), ('195.89.120.114', 1887), ('190.58.8.8', 51356), ('178.80.20.88', 32719), ('154.73.87.85', 50759), ('128.106.160.157', 21075), ('120.244.110.7', 30692), ('109.190.212.96', 51413), ('103.244.242.125', 57601), ('103.53.73.37', 49569), ('92.99.64.137', 39323), ('86.83.69.149', 64478), ('86.18.224.70', 10087), ('82.23.110.144', 37364), ('79.183.99.166', 53756), ('79.67.57.240', 29678), ('43.246.200.117', 57837), ('43.241.145.68', 18244), ('41.90.111.158', 62329), ('24.203.151.158', 15655), ('196.202.169.186', 52047), ('165.231.40.14', 14529), ('162.246.107.146', 5250), ('113.20.98.46', 59247), ('105.232.88.134', 58042), ('103.70.204.194', 60803), ('96.43.189.107', 39391), ('82.7.117.162', 49036), ('66.87.207.99', 0), ('63.143.236.113', 0), ('41.210.10.227', 59850), ('31.45.103.138', 58745), ('222.184.232.173', 43972), ('216.151.184.159', 53348), ('208.103.233.162', 56253), ('196.209.233.164', 34498), ('196.207.184.51', 58026), ('195.147.181.190', 9979), ('156.222.46.220', 53780), ('154.70.57.66', 42107), ('112.205.157.246', 57546), ('105.184.153.117', 61483), ('103.123.36.181', 45900), ('90.219.115.171', 39294), ('81.100.255.223', 59631), ('80.39.134.201', 14986), ('77.68.243.70', 35000), ('72.229.37.71', 33869), ('49.146.13.126', 59667), ('41.79.66.225', 22121), ('221.203.22.245', 13235), ('186.150.134.175', 47674), ('178.166.33.36', 32733), ('124.107.192.43', 35453), ('123.245.20.142', 16726), ('121.54.56.38', 19377), ('116.90.96.10', 22968), ('108.4.215.251', 33971), ('104.207.83.98', 10899), ('96.23.181.91', 60231), ('86.137.21.83', 37329), ('75.65.215.196', 41839), ('63.245.58.155', 33565), ('46.209.44.99', 1302), ('182.186.253.171', 14647), ('178.157.249.62', 26603), ('130.105.164.123', 18359), ('105.232.86.49', 37295), ('103.252.202.150', 44822), ('103.4.248.138', 55841), ('95.94.157.175', 53805), ('94.175.148.12', 48143), ('94.76.15.44', 49920), ('89.237.98.87', 62852), ('87.70.101.199', 44609), ('86.25.124.158', 45263), ('72.230.218.136', 15580), ('70.65.227.21', 28936), ('41.139.243.58', 19483), ('41.60.233.245', 43611), ('31.215.14.8', 23218), ('1.9.135.44', 21209), ('203.212.155.83', 30754), ('202.142.91.102', 24654), ('197.237.129.150', 25308), ('197.232.26.118', 8999), ('197.232.19.110', 56174), ('196.249.103.196', 14869), ('187.112.124.166', 8999), ('183.87.169.155', 16437), ('117.194.220.81', 25839)]

Process finished with exit code 0
+]]> + + bitTorrent + protocol + p2p + + + + BitTorrent协议（五）之下载文件 + /zh-hans/2019/01/25/2019-1-25-bt-5/ + 单节点下载小文件

从多个peer进行下载的算法显然是复杂的，更不用说下载一个很大的文件。这里只是简单验证一下， +从单个peer下载文件。

+ + +

还是利用uTorrent软件来进行验证。

+

可以用之前介绍的方法来下载metadata。 获取到的info信息如下，

+
{'length': 1799542, 'name': 'show.gif', 'piece length': 16384, 'pieces': ['32bd6b1b19914363f3c4d6ac4aca3f8acc1fc9be', '189f81db5c5c12f21483fb24ee709ff6c08a0517', 'a3133d83aabfa6793418d3cb325012b0d4bfae46', '0e3d60244fabc21b723b8cd88f5f987d87743e89', '132157b55b0c5b7ee9a20243846eb3f1c5ac80dc', '92c37804b00d5430c67747ec5fee0868445ecd69', '5f1bb90f1ae670f7cbc3daa49d219d7d1b45acbf', '0fb09e567a1370f7903f55dff250503482de8b3e', '6dd7073806b41b4ed27d45f8dbccc0a0c10be50d', '1fcaa683cb850fce41395576c798a61e6cf905b5', 'b61629bf5a6bf0e40e67e1cbdf91bb739a02d518', 'f63a3fa985c3debb543bbcf75adeda9ab67ac9c9', 'e90e01fb4ceb645ee449ae0956cfb9308beeccb5', 'cbfa039f843f7243fb2074e465741eda474e3977', '943840bcfff18968113222d932298f813e5cc179', 'c209625e0ddf0facb53b30f4480537deadae6793', 'f71e53fb153ad59e73eeb527bb72156e747f9275', 'c5beef4d546249e731f67307904cfc78c74f1bca', '565f7f1f15a0eb25c53ca93dfb064806788b48ec', '8fef5d00ba48a62546dd2a17e8710a0cc8d2d1f9', 'f668e1c8053cc48660106013fb2b6f985e96ae2f', 'c6f2b38f8ec06b52988b2a440bdc1e113db1bf56', 'd9b628b10d349deb67e318969697311c8108c111', 'b822aecd7d71a4182e47c7c33ed507b7ba98a9ff', '8b43bb5a107942f21af0dfe93551c24ec7ed01e7', 'fbed560ff746b870aa9a341fdeeb3b2a84437b1d', '34026cdef61fe05668cb1ae45f8ca46a47539993', '1d68c176d5a8c019840d9013652c03d7118335c1', '5476b766cab277119970254a595fd69029553d09', 'f01dcc57eaf647ff9a7884e0c2ce6ce616a50e7d', '54972dab56f5e7df31dce81d44354a39c2952da7', '858184b28005ea4f11cae7b280cf964bd63c5036', 'cdc80e8a3fbd0d258dd2557aea6fdf0b778a9740', '126862f9026fae3348f19d7d285658713f545d52', '2cbd85f935a8a14de068e8284a449f3ab3345db9', 'f37dadec918d6a4295fb3ced2e5e3c06680dc138', 'b69389c850cf159cbbc50b67cce7304e48cd2fc8', '520922981a1f4752742c6b680956ea62ce98f008', '8e28d442dd20d82a88f9a17983fa2f7e704c958d', '1e3363ae14e1c0e03060a99a4f18163b1ffb07c5', 'f3237eeb35b900c3b6c7aa7e3ad33096d1717cb1', 'f287d5e00c33e65fc5c73fd0e152dfcc4c75b643', '8499d07f2fdaeebaab73c008725de0f8c7f3156f', '8e3936cf42625dfc4dd71a5128aedd051581a933', 'fe9db13341c3f7378c0cc0fe69895bd1a1635546', '86a383614a32021187439e662a0d9981d3266dac', 'e8fe2fbd7bc75f212188f30129ff2b5fbc326fc8', 'c535c7d03b83d0cee8b56c380d839de86450259d', '09317f2958a7ce16af570417dc2f4ff56b74739a', '597198e18e4fd6df0598e55ad6ac41ddd9fbfe4c', '9289b6999a360314dc5c4b5a09aec9b20aec1f13', '6611f3a373aeecfd23bbce43f3993e8b770ba550', '81fb04659a20bb00edba72c456f8ef7809dc87f3', '59496e456e24d27871fcb8127934df33925888af', '308db6c4eff529d1caa2e436cb53ad5f0ff3ed19', 'f0bb16a3f35928b6c3fcbd45227e732211e422bb', 'e0bd3d3533f9ef6051bcfe4617b45920fd42a11b', '79909209aa840c77043a2d9b2dddad042924b57e', '899e90841a27a0c2cf691e3319ddfd6b139dd28f', 'ff46286f5f16cfbc9d2d5d4d9574d842adf88d12', '5968efcadb0fa8b62702918e2bc6d109169b1688', '2a1bb615d4cb43d08f1703b6dd55b6f036843b7e', 'bc04aacea03fa3f3457a182c64c2893eed7abde3', 'ba462044856ba2355ab59f0f92a6261908495508', '58c5593a3f627c45fe995a5ad7c3abbdcd4558cb', '4d44dfa3e97ce4f5ef510f11edc8e7fdeadc0127', '76156e683a8d78dc84c9dc77b8b3295bf65ade85', '0fedc3f5cc217b1195361eb24348e3da869ee9c8', 'd135bb807f863e4341ec5dfc3ce089e3ccb90423', '9079bbc75010af82d5f820087a3d0bca68ba7335', 'f26d6acd59053b7e5c058e7e663a5aafdf08cbcd', '3a528b4e824b7e4d94eb1771d25aab1333ee4f6c', 'a378b13c679091b4f6df535e274b489a1921487a', '486a7b84e2d2826faf33fede673557abf13d4858', 'a707ce9e469a5f09bf9b20a51d36510971a8c902', 'fbf2945c8eb174e81d354ac0a217707e27d80df1', '805fbf2e06bb2780c853a5d7cb760a09bbfede41', '8077a90826ce293c28af8ec03bb9fe2bc968a87e', 'db5b68bc3ad6e1c7d9cadc0ef5336dac91ea7802', '17db99964e9e6170c12a903fddf74614f765ac63', '36a25d99fd2026aee1e93dffdab081325f6d82be', '4941159f05a9c1b5316aaebe483b68ed2b3d9bf6', '2783da31f7043a29011507c817c4469b03a7047f', '1beaf2d802cc747acf82633d6d35498e1ef1c0f2', 'd9484d93128be7f62537f24609080dbf48fc15a1', 'a3d4b391af6a4787cc2581894a9ba952a04c06af', 'f09c619843ee7bf6898fdcce47dd89c329f113b3', '9451d16f558cfeb8a65e92a74bcd627764d3b395', '2d3ac710b84c7465044994de9c07437e629ff9aa', 'a7d6d56ef412462c1f0eef2a403bf2cba615710a', '2b0804a61db331444c40c6d9817476c25438c702', '2af9e4587ee984bfa68c2e832b61d060df812d9c', 'ac75705e3f02f67e319833309af23db3aeb6e9b1', '002a18cb7b1836c01842c80107bce23f8899d046', '2d532adec4d0de4582463c8028d7b7b1797e2ad6', '4818335666c0fb4abf758fed7770f924766c08b0', '753a675a197b8b7d3d8e579172aef2f5b5987ba5', '69d335d9126f56b229304326e1bba38f48667b77', 'e57eb75086c332598025be0c424124b48f944790', '7227355ee48815247ab824d580f0d8be6722ccc8', '25872f29012b912e415165e3e04cb846cbfd5373', '2c9aea7e3dd67d8f28551fd7c3a1ea31bbe1fa5d', '64e09ec0c09b7b4c8743e1ee7899d494d9c19a99', '252b538782968f65284bf2f5cfe6a804cc877567', 'f9e9a038358f557b9780efd2899d9f9557912821', '27a6c6a7bcb3f7d53c04427f9f5bdd6c20eb78bb', '79e21154bb06d1a91da161cc75e4f75dd7df3d93', '10a8ea942ea2ce344c8b052d6a98f76825a0e13e', 'cce77357aaad177352a19d4f91ec0a35058e2e33', '48f41629e57f84ae7637b11b396c78d318f7e84d']}
+
+

这个文件的大小为1799542字节，每个片的长度是16384字节，一共110片。

+

通过简单计算可以知道，最后一片的长度只有13686。所以发request的消息的时候，要注意。

+

因为只有一个peer，简单的循环就够了。

+

实现的代码

代码中充斥了全局变量。

+

__author__ = 'ym'
"""
    Date        : '2019/1/22'
    Description :
    
"""
from ym.bt.peer_protocol import pack_handshake, unpack_handshake, sendall, recv, pack_extend, sha1
from ym.bt.parse_torrent import BDecode
from ym.bt.udp_announce import ip_me
import socket
import struct
import logging
from bitstring import BitArray

log = logging.getLogger()


def download(bit_field, file_data):
    try:
        info_hash = 'c99c3b7a5ba31a8966e6c9a40bc4f83887a107e5'
        ip, port = ip_me(), 40959
        sock = socket.socket(socket.AF_INET, socket.SOCK_STREAM)
        sock.settimeout(1)
        sock.connect((ip, port))

        handshake = pack_handshake(info_hash)
        rt = sendall(sock, handshake)
        if rt is None:
            raise Exception("end")
        print("sent={}, data={}".format(rt, handshake))
        data = recv(sock, 68)

        tup = unpack_handshake(data)
        if tup is None:
            raise Exception("end")
        print(tup)

        UT_METADATA_ID = 1
        dic = {'m': {'ut_metadata': UT_METADATA_ID}}
        ext_handshake = pack_extend(dic, id=20, ext_id=0)  # 扩展协议的握手消息
        sock.sendall(ext_handshake)
        print("sent|ext_handshake={}".format(ext_handshake))

        while True:
            data = recv(sock, 4)
            if data is None:
                raise Exception("end")
            num, = struct.unpack(">i", data)

            if num == 0:
                continue

            tmp = recv(sock, 1)

            if tmp is None:
                raise Exception("end")
            id, = struct.unpack(">B", tmp)
            # print("id={}".format(id))
            tmp = recv(sock, int(num) - 1)
            # print("recv={}".format(tmp))
            if id == 5:
                # bitfield
                if bit_field is None:
                    bit_field = BitArray(tmp)
                    file_data = [None] * 110  # pieces num
                print(bit_field.bin)

                # interested
                send_interested(sock)
            elif id == 4:
                # have
                index, = struct.unpack(">i", tmp)
                # print("index={}".format(index))
                if bit_field.bin[index] == '0':
                    bit_field.set('1', index)
                    # print(bitfield.bin)

            elif id == 1:
                # unchoke
                print("unchoke")
                send_request(bit_field, file_data, sock)
            elif id == 7:
                # piece
                print("piece")
                index, begin = struct.unpack(">i i", tmp[0:8])
                print("index={}, begin={}".format(index, begin))
                print(len(tmp[8:]))
                file_data[index] = tmp[8:]
                if index == 109:
                    print("completed.")
                    return bit_field, file_data

                send_request(bit_field, file_data, sock)

            elif id == 20:
                #
                ext_id, = struct.unpack(">B", tmp[0:1])
                if ext_id == 0:
                    # 扩展握手消息
                    dic, i, n = BDecode(tmp[1:]).parse()
                    print(dic)
                else:
                    pass
            else:
                pass

    except Exception as e:
        log.exception(e)

    return (bit_field, file_data)


def send_interested(sock):
    data = struct.pack(">i B", 1, 2)
    rt = sendall(sock, data)
    if rt is None:
        raise Exception("end")
    print("interested={}".format(data))


def send_request(bit_field, file_data, sock):
    index = find_one(bit_field.bin, file_data)
    if index is None:
        raise Exception("end")
    print("request piece={}".format(index))
    data = pack_request(index)
    if index == 109:
        data = pack_request(index, begin=0, length=13686)
    rt = sendall(sock, data)
    if rt is None:
        raise Exception("end")
    print("sent={}".format(data))


def find_one(bit_array: str, file_data: list):
    i = 0
    while i < len(file_data):
        if file_data[i] is None and bit_array[i] == '1':
            break
        i += 1

    if i == len(file_data):
        return None
    else:
        return i


def pack_request(index, begin=0, length=16384):
    return struct.pack(">i B i i i", 13, 6, index, begin, length)


def not_finish(file_data):
    if file_data is None:
        return True

    for item in file_data:
        if item is None:
            return True

    return False


def main():
    bit_field = None
    file_data = None
    while not_finish(file_data):
        bit_field, file_data = download(bit_field, file_data)

    print(bit_field)
    output = '/Users/ym/tmp/copy.gif'
    expected = {'length': 1799542, 'name': 'show.gif', 'piece length': 16384,
                'pieces': ['32bd6b1b19914363f3c4d6ac4aca3f8acc1fc9be', '189f81db5c5c12f21483fb24ee709ff6c08a0517',
                           'a3133d83aabfa6793418d3cb325012b0d4bfae46', '0e3d60244fabc21b723b8cd88f5f987d87743e89',
                           '132157b55b0c5b7ee9a20243846eb3f1c5ac80dc', '92c37804b00d5430c67747ec5fee0868445ecd69',
                           '5f1bb90f1ae670f7cbc3daa49d219d7d1b45acbf', '0fb09e567a1370f7903f55dff250503482de8b3e',
                           '6dd7073806b41b4ed27d45f8dbccc0a0c10be50d', '1fcaa683cb850fce41395576c798a61e6cf905b5',
                           'b61629bf5a6bf0e40e67e1cbdf91bb739a02d518', 'f63a3fa985c3debb543bbcf75adeda9ab67ac9c9',
                           'e90e01fb4ceb645ee449ae0956cfb9308beeccb5', 'cbfa039f843f7243fb2074e465741eda474e3977',
                           '943840bcfff18968113222d932298f813e5cc179', 'c209625e0ddf0facb53b30f4480537deadae6793',
                           'f71e53fb153ad59e73eeb527bb72156e747f9275', 'c5beef4d546249e731f67307904cfc78c74f1bca',
                           '565f7f1f15a0eb25c53ca93dfb064806788b48ec', '8fef5d00ba48a62546dd2a17e8710a0cc8d2d1f9',
                           'f668e1c8053cc48660106013fb2b6f985e96ae2f', 'c6f2b38f8ec06b52988b2a440bdc1e113db1bf56',
                           'd9b628b10d349deb67e318969697311c8108c111', 'b822aecd7d71a4182e47c7c33ed507b7ba98a9ff',
                           '8b43bb5a107942f21af0dfe93551c24ec7ed01e7', 'fbed560ff746b870aa9a341fdeeb3b2a84437b1d',
                           '34026cdef61fe05668cb1ae45f8ca46a47539993', '1d68c176d5a8c019840d9013652c03d7118335c1',
                           '5476b766cab277119970254a595fd69029553d09', 'f01dcc57eaf647ff9a7884e0c2ce6ce616a50e7d',
                           '54972dab56f5e7df31dce81d44354a39c2952da7', '858184b28005ea4f11cae7b280cf964bd63c5036',
                           'cdc80e8a3fbd0d258dd2557aea6fdf0b778a9740', '126862f9026fae3348f19d7d285658713f545d52',
                           '2cbd85f935a8a14de068e8284a449f3ab3345db9', 'f37dadec918d6a4295fb3ced2e5e3c06680dc138',
                           'b69389c850cf159cbbc50b67cce7304e48cd2fc8', '520922981a1f4752742c6b680956ea62ce98f008',
                           '8e28d442dd20d82a88f9a17983fa2f7e704c958d', '1e3363ae14e1c0e03060a99a4f18163b1ffb07c5',
                           'f3237eeb35b900c3b6c7aa7e3ad33096d1717cb1', 'f287d5e00c33e65fc5c73fd0e152dfcc4c75b643',
                           '8499d07f2fdaeebaab73c008725de0f8c7f3156f', '8e3936cf42625dfc4dd71a5128aedd051581a933',
                           'fe9db13341c3f7378c0cc0fe69895bd1a1635546', '86a383614a32021187439e662a0d9981d3266dac',
                           'e8fe2fbd7bc75f212188f30129ff2b5fbc326fc8', 'c535c7d03b83d0cee8b56c380d839de86450259d',
                           '09317f2958a7ce16af570417dc2f4ff56b74739a', '597198e18e4fd6df0598e55ad6ac41ddd9fbfe4c',
                           '9289b6999a360314dc5c4b5a09aec9b20aec1f13', '6611f3a373aeecfd23bbce43f3993e8b770ba550',
                           '81fb04659a20bb00edba72c456f8ef7809dc87f3', '59496e456e24d27871fcb8127934df33925888af',
                           '308db6c4eff529d1caa2e436cb53ad5f0ff3ed19', 'f0bb16a3f35928b6c3fcbd45227e732211e422bb',
                           'e0bd3d3533f9ef6051bcfe4617b45920fd42a11b', '79909209aa840c77043a2d9b2dddad042924b57e',
                           '899e90841a27a0c2cf691e3319ddfd6b139dd28f', 'ff46286f5f16cfbc9d2d5d4d9574d842adf88d12',
                           '5968efcadb0fa8b62702918e2bc6d109169b1688', '2a1bb615d4cb43d08f1703b6dd55b6f036843b7e',
                           'bc04aacea03fa3f3457a182c64c2893eed7abde3', 'ba462044856ba2355ab59f0f92a6261908495508',
                           '58c5593a3f627c45fe995a5ad7c3abbdcd4558cb', '4d44dfa3e97ce4f5ef510f11edc8e7fdeadc0127',
                           '76156e683a8d78dc84c9dc77b8b3295bf65ade85', '0fedc3f5cc217b1195361eb24348e3da869ee9c8',
                           'd135bb807f863e4341ec5dfc3ce089e3ccb90423', '9079bbc75010af82d5f820087a3d0bca68ba7335',
                           'f26d6acd59053b7e5c058e7e663a5aafdf08cbcd', '3a528b4e824b7e4d94eb1771d25aab1333ee4f6c',
                           'a378b13c679091b4f6df535e274b489a1921487a', '486a7b84e2d2826faf33fede673557abf13d4858',
                           'a707ce9e469a5f09bf9b20a51d36510971a8c902', 'fbf2945c8eb174e81d354ac0a217707e27d80df1',
                           '805fbf2e06bb2780c853a5d7cb760a09bbfede41', '8077a90826ce293c28af8ec03bb9fe2bc968a87e',
                           'db5b68bc3ad6e1c7d9cadc0ef5336dac91ea7802', '17db99964e9e6170c12a903fddf74614f765ac63',
                           '36a25d99fd2026aee1e93dffdab081325f6d82be', '4941159f05a9c1b5316aaebe483b68ed2b3d9bf6',
                           '2783da31f7043a29011507c817c4469b03a7047f', '1beaf2d802cc747acf82633d6d35498e1ef1c0f2',
                           'd9484d93128be7f62537f24609080dbf48fc15a1', 'a3d4b391af6a4787cc2581894a9ba952a04c06af',
                           'f09c619843ee7bf6898fdcce47dd89c329f113b3', '9451d16f558cfeb8a65e92a74bcd627764d3b395',
                           '2d3ac710b84c7465044994de9c07437e629ff9aa', 'a7d6d56ef412462c1f0eef2a403bf2cba615710a',
                           '2b0804a61db331444c40c6d9817476c25438c702', '2af9e4587ee984bfa68c2e832b61d060df812d9c',
                           'ac75705e3f02f67e319833309af23db3aeb6e9b1', '002a18cb7b1836c01842c80107bce23f8899d046',
                           '2d532adec4d0de4582463c8028d7b7b1797e2ad6', '4818335666c0fb4abf758fed7770f924766c08b0',
                           '753a675a197b8b7d3d8e579172aef2f5b5987ba5', '69d335d9126f56b229304326e1bba38f48667b77',
                           'e57eb75086c332598025be0c424124b48f944790', '7227355ee48815247ab824d580f0d8be6722ccc8',
                           '25872f29012b912e415165e3e04cb846cbfd5373', '2c9aea7e3dd67d8f28551fd7c3a1ea31bbe1fa5d',
                           '64e09ec0c09b7b4c8743e1ee7899d494d9c19a99', '252b538782968f65284bf2f5cfe6a804cc877567',
                           'f9e9a038358f557b9780efd2899d9f9557912821', '27a6c6a7bcb3f7d53c04427f9f5bdd6c20eb78bb',
                           '79e21154bb06d1a91da161cc75e4f75dd7df3d93', '10a8ea942ea2ce344c8b052d6a98f76825a0e13e',
                           'cce77357aaad177352a19d4f91ec0a35058e2e33', '48f41629e57f84ae7637b11b396c78d318f7e84d']}

    with open(output, "wb+") as f:
        for i in range(len(file_data)):
            file_datum = file_data[i]
            if sha1(file_datum) != expected['pieces'][i]:
                raise Exception("error hash")
            f.write(file_datum)
    print("download ok.")


if __name__ == '__main__':
    main()


+ +

运行日志

以下是运行日志。

+
/usr/local/bin/python3.7 /Users/ym/charm/pytest/ym/bt/bt_download_data.py
+sent=ok, data=b'\x13BitTorrent protocol\x00\x00\x00\x00\x00\x10\x00\x01\xc9\x9c;z[\xa3\x1a\x89f\xe6\xc9\xa4\x0b\xc4\xf88\x87\xa1\x07\xe5ym111111111111111111'
+Handshake(fixed_num=19, bt_head=b'BitTorrent protocol', reserved=b'\x00\x00\x00\x00\x00\x10\x00\x05', info_hash=b'\xc9\x9c;z[\xa3\x1a\x89f\xe6\xc9\xa4\x0b\xc4\xf88\x87\xa1\x07\xe5', peer_id=b'-UM1870-\x14\xab,SS\x82\x1d\x9crh\xc8d')
+sent|ext_handshake=b'\x00\x00\x00\x1a\x14\x00d1:md11:ut_metadatai1eee'
+{'e': 0, 'ipv4': 'ށ\x01\x14', 'ipv6': 'þ€\x00\x00\x00\x00\x00\x00\x04:^:D[\x0c’', 'complete_ago': 1, 'm': {'upload_only': 3, 'ut_holepunch': 4, 'ut_metadata': 2, 'ut_pex': 1, 'ut_recommend': 5, 'ut_comment': 6}, 'metadata_size': 2270, 'p': 40959, 'reqq': 255, 'v': 'µTorrent Mac 1.8.7', 'yourip': 'À¨+R'}
+0111111101110111110111111111111111111101110111110011100111010110011111011111110101101110101101111000111111111100
+interested=b'\x00\x00\x00\x01\x02'
+unchoke
+request piece=0
+sent=b'\x00\x00\x00\r\x06\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00@\x00'
+piece
+index=0, begin=0
+16384
+request piece=1
+sent=b'\x00\x00\x00\r\x06\x00\x00\x00\x01\x00\x00\x00\x00\x00\x00@\x00'
+piece
+index=1, begin=0
+16384
+request piece=2
+sent=b'\x00\x00\x00\r\x06\x00\x00\x00\x02\x00\x00\x00\x00\x00\x00@\x00'
+piece
+index=2, begin=0
+16384
+request piece=3
+sent=b'\x00\x00\x00\r\x06\x00\x00\x00\x03\x00\x00\x00\x00\x00\x00@\x00'
+piece
+index=3, begin=0
+16384
+request piece=4
+sent=b'\x00\x00\x00\r\x06\x00\x00\x00\x04\x00\x00\x00\x00\x00\x00@\x00'
+piece
+index=4, begin=0
+16384
+request piece=5
+sent=b'\x00\x00\x00\r\x06\x00\x00\x00\x05\x00\x00\x00\x00\x00\x00@\x00'
+piece
+index=5, begin=0
+16384
+request piece=6
+sent=b'\x00\x00\x00\r\x06\x00\x00\x00\x06\x00\x00\x00\x00\x00\x00@\x00'
+piece
+index=6, begin=0
+16384
+request piece=7
+sent=b'\x00\x00\x00\r\x06\x00\x00\x00\x07\x00\x00\x00\x00\x00\x00@\x00'
+piece
+index=7, begin=0
+16384
+request piece=8
+sent=b'\x00\x00\x00\r\x06\x00\x00\x00\x08\x00\x00\x00\x00\x00\x00@\x00'
+piece
+index=8, begin=0
+16384
+request piece=9
+sent=b'\x00\x00\x00\r\x06\x00\x00\x00\t\x00\x00\x00\x00\x00\x00@\x00'
+piece
+index=9, begin=0
+16384
+request piece=10
+sent=b'\x00\x00\x00\r\x06\x00\x00\x00\n\x00\x00\x00\x00\x00\x00@\x00'
+piece
+index=10, begin=0
+16384
+request piece=11
+sent=b'\x00\x00\x00\r\x06\x00\x00\x00\x0b\x00\x00\x00\x00\x00\x00@\x00'
+piece
+index=11, begin=0
+16384
+request piece=12
+sent=b'\x00\x00\x00\r\x06\x00\x00\x00\x0c\x00\x00\x00\x00\x00\x00@\x00'
+piece
+index=12, begin=0
+16384
+request piece=13
+sent=b'\x00\x00\x00\r\x06\x00\x00\x00\r\x00\x00\x00\x00\x00\x00@\x00'
+piece
+index=13, begin=0
+16384
+request piece=14
+sent=b'\x00\x00\x00\r\x06\x00\x00\x00\x0e\x00\x00\x00\x00\x00\x00@\x00'
+piece
+index=14, begin=0
+16384
+request piece=15
+sent=b'\x00\x00\x00\r\x06\x00\x00\x00\x0f\x00\x00\x00\x00\x00\x00@\x00'
+piece
+index=15, begin=0
+16384
+request piece=16
+sent=b'\x00\x00\x00\r\x06\x00\x00\x00\x10\x00\x00\x00\x00\x00\x00@\x00'
+piece
+index=16, begin=0
+16384
+request piece=17
+sent=b'\x00\x00\x00\r\x06\x00\x00\x00\x11\x00\x00\x00\x00\x00\x00@\x00'
+piece
+index=17, begin=0
+16384
+request piece=18
+sent=b'\x00\x00\x00\r\x06\x00\x00\x00\x12\x00\x00\x00\x00\x00\x00@\x00'
+piece
+index=18, begin=0
+16384
+request piece=19
+sent=b'\x00\x00\x00\r\x06\x00\x00\x00\x13\x00\x00\x00\x00\x00\x00@\x00'
+piece
+index=19, begin=0
+16384
+request piece=20
+sent=b'\x00\x00\x00\r\x06\x00\x00\x00\x14\x00\x00\x00\x00\x00\x00@\x00'
+piece
+index=20, begin=0
+16384
+request piece=21
+sent=b'\x00\x00\x00\r\x06\x00\x00\x00\x15\x00\x00\x00\x00\x00\x00@\x00'
+piece
+index=21, begin=0
+16384
+request piece=22
+sent=b'\x00\x00\x00\r\x06\x00\x00\x00\x16\x00\x00\x00\x00\x00\x00@\x00'
+piece
+index=22, begin=0
+16384
+request piece=23
+sent=b'\x00\x00\x00\r\x06\x00\x00\x00\x17\x00\x00\x00\x00\x00\x00@\x00'
+piece
+index=23, begin=0
+16384
+request piece=24
+sent=b'\x00\x00\x00\r\x06\x00\x00\x00\x18\x00\x00\x00\x00\x00\x00@\x00'
+piece
+index=24, begin=0
+16384
+request piece=25
+sent=b'\x00\x00\x00\r\x06\x00\x00\x00\x19\x00\x00\x00\x00\x00\x00@\x00'
+piece
+index=25, begin=0
+16384
+request piece=26
+sent=b'\x00\x00\x00\r\x06\x00\x00\x00\x1a\x00\x00\x00\x00\x00\x00@\x00'
+piece
+index=26, begin=0
+16384
+request piece=27
+sent=b'\x00\x00\x00\r\x06\x00\x00\x00\x1b\x00\x00\x00\x00\x00\x00@\x00'
+piece
+index=27, begin=0
+16384
+request piece=28
+sent=b'\x00\x00\x00\r\x06\x00\x00\x00\x1c\x00\x00\x00\x00\x00\x00@\x00'
+piece
+index=28, begin=0
+16384
+request piece=29
+sent=b'\x00\x00\x00\r\x06\x00\x00\x00\x1d\x00\x00\x00\x00\x00\x00@\x00'
+piece
+index=29, begin=0
+16384
+request piece=30
+sent=b'\x00\x00\x00\r\x06\x00\x00\x00\x1e\x00\x00\x00\x00\x00\x00@\x00'
+piece
+index=30, begin=0
+16384
+request piece=31
+sent=b'\x00\x00\x00\r\x06\x00\x00\x00\x1f\x00\x00\x00\x00\x00\x00@\x00'
+piece
+index=31, begin=0
+16384
+request piece=32
+sent=b'\x00\x00\x00\r\x06\x00\x00\x00 \x00\x00\x00\x00\x00\x00@\x00'
+piece
+index=32, begin=0
+16384
+request piece=33
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+index=107, begin=0
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+piece
+index=109, begin=0
+13686
+completed.
+0xfffffffffffffffffffffffffffc
+download ok.
+
+Process finished with exit code 0
+
+]]> + + bitTorrent + protocol + p2p + + + + BitTorrent协议（四）之bitfield消息 + /zh-hans/2019/01/21/2019-1-23-bt-4/ + bitfield消息

BEP3的peer message章节说明了几种消息类型。 +其中bitfield消息理解起来是容易的，但是实际过程中却略有不同。

+ + +
+

‘bitfield’ is only ever sent as the first message. Its payload is a bitfield with each index that downloader has sent set to one and the rest set to zero. Downloaders which don’t have anything yet may skip the ‘bitfield’ message. The first byte of the bitfield corresponds to indices 0 - 7 from high bit to low bit, respectively. The next one 8-15, etc. Spare bits at the end are set to zero.

+
+

这段话的意思很简单，举例说明一下，如果一个文件有10个分片，那么如果没有下载任何数据，那么bitfield的值应该是（为了便于阅读每个字节的二进制码 以一个空格键隔开）

+
0b0000 0000 0000
+
+

如果下载了piece 0， 则值应该是

+
0b1000 0000 0000 
+
+

如果全部下载完成，则应该是

+
0b1111 1111 1100
+
+

一共是10个1，表示10个piece。

+

但是实际上呢，对于一个下载完成的文件，获取到的bitfield值是0b111111111100么？

+

我们可以自己制作一个种子来验证一下。

+

本地验证

用uTorrent软件选择本地的一个文件制作一个种子文件。如下图所示

+

file-bt

+

该文件有110个片。

+

我们读取代码如下

+
# -*- coding: utf-8 -*-
from __future__ import absolute_import
from __future__ import division
from __future__ import print_function

__author__ = 'ym'
"""
    Date        : '2019/1/22'
    Description :
    
"""
from ym.bt.peer_protocol import pack_handshake, unpack_handshake, sendall, recv, pack_extend
from ym.bt.parse_torrent import BDecode
from ym.bt.udp_announce import ip_me
import socket
import struct
import logging
from bitstring import BitArray, Bits

log = logging.getLogger()


def download():
    try:
        info_hash = 'c99c3b7a5ba31a8966e6c9a40bc4f83887a107e5'
        ip, port = ip_me(), 40959
        sock = socket.socket(socket.AF_INET, socket.SOCK_STREAM)
        sock.settimeout(1)
        sock.connect((ip, port))

        handshake = pack_handshake(info_hash)
        rt = sendall(sock, handshake)
        if rt is None:
            return
        print("sent={}, data={}".format(rt, handshake))
        data = recv(sock, 68)

        tup = unpack_handshake(data)
        if tup is None:
            return
        print(tup)

        # interested
        data = struct.pack(">i B", 1, 2)
        rt = sendall(sock, data)
        if rt is None:
            return
        bitfield = None
        while True:
            data = recv(sock, 4)
            if data is None:
                return
            num, = struct.unpack(">i", data)
            tmp = recv(sock, 1)

            if tmp is None:
                return
            id, = struct.unpack(">B", tmp)
            print("id={}".format(id))
            tmp = recv(sock, int(num) - 1)
            print("recv={}".format(tmp))
            if id == 5:
                # bitfield
                bitfield = BitArray(tmp)
                print(bitfield.bin)
                break
            else:
                pass



    except Exception as e:
        log.exception(e)


if __name__ == '__main__':
    download()


+ +

我们看到日志如下

+
/usr/local/bin/python3.7 /Users/ym/charm/pytest/ym/bt/bt_download.py
+sent=ok, data=b'\x13BitTorrent protocol\x00\x00\x00\x00\x00\x10\x00\x01\xc9\x9c;z[\xa3\x1a\x89f\xe6\xc9\xa4\x0b\xc4\xf88\x87\xa1\x07\xe5ym111111111111111111'
+Handshake(fixed_num=19, bt_head=b'BitTorrent protocol', reserved=b'\x00\x00\x00\x00\x00\x10\x00\x05', info_hash=b'\xc9\x9c;z[\xa3\x1a\x89f\xe6\xc9\xa4\x0b\xc4\xf88\x87\xa1\x07\xe5', peer_id=b'-UM1870-\x14\xab\x9c\xa8$G\x8euX\x91\xad\x9e')
+id=20
+recv=b'\x00d1:ei0e4:ipv616:\xfe\x80\x00\x00\x00\x00\x00\x00\x04:^:D[\x0c\x9212:complete_agoi1e1:md11:upload_onlyi3e12:ut_holepunchi4e11:ut_metadatai2e6:ut_pexi1e12:ut_recommendi5e10:ut_commenti6ee13:metadata_sizei2270e1:pi40959e4:reqqi255e1:v19:\xc2\xb5Torrent Mac 1.8.76:yourip4:\xc0\xa8+Re'
+id=5
+recv=b'\xff\xff\xffg~\xaf\xbf=\x7f\xff\xeb&\xdd\x98'
+1111111111111111111111110110011101111110101011111011111100111101011111111111111111101011001001101101110110011000
+
+

这是怎么回事，为什么中间会有这么多0呢，不是已经下载完成了么？

+
111111111111111111111111011001110111111010101111101111110011110...
+
+

应该是110个1才对。而且如果再运行几遍会发现每次有不同的index的片是0。

+

have消息

原来这是uTorrent软件实现的一个策略，即使已经下载完成，也不会返回110个1的bitfield。而是用have消息来 +补全，也就是id为4的peer消息。have消息的值是一个piece的index值，表示该piece下载完成。

+

因此，我们需要根据bitfield消息和have消息来看是否下载完成。代码修改一下，每接收到一个have消息就把相应的index +置为1。

+
from ym.bt.peer_protocol import pack_handshake, unpack_handshake, sendall, recv, pack_extend
from ym.bt.parse_torrent import BDecode
from ym.bt.udp_announce import ip_me
import socket
import struct
import logging
from bitstring import BitArray, Bits

log = logging.getLogger()


def download():
    try:
        info_hash = 'c99c3b7a5ba31a8966e6c9a40bc4f83887a107e5'
        ip, port = ip_me(), 40959
        sock = socket.socket(socket.AF_INET, socket.SOCK_STREAM)
        sock.settimeout(1)
        sock.connect((ip, port))

        handshake = pack_handshake(info_hash)
        rt = sendall(sock, handshake)
        if rt is None:
            return
        print("sent={}, data={}".format(rt, handshake))
        data = recv(sock, 68)

        tup = unpack_handshake(data)
        if tup is None:
            return
        print(tup)

        # interested
        data = struct.pack(">i B", 1, 2)
        rt = sendall(sock, data)
        if rt is None:
            return
        bitfield = None
        while True:
            data = recv(sock, 4)
            if data is None:
                return
            num, = struct.unpack(">i", data)
            tmp = recv(sock, 1)

            if tmp is None:
                return
            id, = struct.unpack(">B", tmp)
            print("id={}".format(id))
            tmp = recv(sock, int(num) - 1)
            print("recv={}".format(tmp))
            if id == 5:
                # bitfield
                bitfield = BitArray(tmp)
                print(bitfield.bin)
            elif id == 4:
                # have
                index, = struct.unpack(">i", tmp)
                print("index={}".format(index))
                if bitfield.bin[index] == '0':
                    bitfield.set('1', index)
                    print(bitfield.bin)
            else:
                pass



    except Exception as e:
        log.exception(e)


if __name__ == '__main__':
    download()
+ +

我们再看一下日志

+
/usr/local/bin/python3.7 /Users/ym/charm/pytest/ym/bt/bt_download.py
+sent=ok, data=b'\x13BitTorrent protocol\x00\x00\x00\x00\x00\x10\x00\x01\xc9\x9c;z[\xa3\x1a\x89f\xe6\xc9\xa4\x0b\xc4\xf88\x87\xa1\x07\xe5ym111111111111111111'
+Handshake(fixed_num=19, bt_head=b'BitTorrent protocol', reserved=b'\x00\x00\x00\x00\x00\x10\x00\x05', info_hash=b'\xc9\x9c;z[\xa3\x1a\x89f\xe6\xc9\xa4\x0b\xc4\xf88\x87\xa1\x07\xe5', peer_id=b'-UM1870-\x14\xabY\x08\r\x82=\xd1J^\x930')
+id=20
+recv=b'\x00d1:ei0e4:ipv616:\xfe\x80\x00\x00\x00\x00\x00\x00\x04:^:D[\x0c\x9212:complete_agoi1e1:md11:upload_onlyi3e12:ut_holepunchi4e11:ut_metadatai2e6:ut_pexi1e12:ut_recommendi5e10:ut_commenti6ee13:metadata_sizei2270e1:pi40959e4:reqqi255e1:v19:\xc2\xb5Torrent Mac 1.8.76:yourip4:\xc0\xa8+Re'
+id=5
+recv=b'\xfb\xdf\xbf\xee\xdf\xdf\x9d\xef\xb9\xfa\xfbv^\xf8'
+1111101111011111101111111110111011011111110111111001110111101111101110011111101011111011011101100101111011111000
+id=4
+recv=b'\x00\x00\x002'
+index=50
+1111101111011111101111111110111011011111110111111011110111101111101110011111101011111011011101100101111011111000
+
+...
+...
+...
+
+id=4
+recv=b'\x00\x00\x00b'
+index=98
+1111111111011111111111111111111111111111111111111111111111111111111111111111111111111111011111111111111111111100
+id=4
+recv=b'\x00\x00\x00X'
+index=88
+1111111111011111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111100
+id=4
+recv=b'\x00\x00\x00\n'
+index=10
+1111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111100
+already recv:b''
+timed out
+Traceback (most recent call last):
+  File "/Users/ym/charm/pytest/ym/bt/peer_protocol.py", line 40, in recv
+    tmp = sock.recv(n - len(data))
+socket.timeout: timed out
+
+Process finished with exit code 0
+
+

可以看到，确实是110个1。

+]]> + + bitTorrent + protocol + p2p + + + + 宏扩展的执行逻辑初探(二) + /zh-hans/2018/12/09/macro/ + 再来一个例子

看看以下运行的结果是什么呢？

+
(defmacro a_macro [x]
  (list '+ 1 x))

(macroexpand-1 '(a_macro (+ 1 2)) )  ;; => ?
+ +

如果是一个函数呢？

+
(defn a_func [x]
  (list '+ 1 x))

(a_func (+ 1 2)) ;; => ?
+ + + +

宏参数绑定表达式，而不是表达式的值

a_macro进行扩展的的运行结果是

+
#'user/a_macro
+(+ 1 (+ 1 2))    # 注意！不是 (+ 1 3)
+
+

而不是(+ 1 3)。说明扩展宏的时候，宏的参数绑定的是表达式， +x绑定了表达式(+ 1 2)，这样宏内部的list函数求值运行的时候，x的值是一个表达式(+ 1 2)。

+

a_func则不同，内部调用同样的list函数的时候，入参(+ 1 2)首先进行了求值。因此x绑定的是3 。 +因此a_func运行结果是

+
(+ 1 3)
+
+]]> + + clojure + lisp + macro + + + + BitTorrent协议（一）之解析种子文件 + /zh-hans/2019/01/09/2019-1-9-bt-1/ + bt种子文件

bt通过种子文件分享已经是一个过去时了，2009年btChina就已经关闭了。现在一般都是 +使用磁力链接来分享文件。那么为什么种子文件分享不再流行了呢？为什么要用磁力链接呢？ +磁力链接怎么实现的呢？

+

嗯这是这个系列要研究的问题。但是要研究磁力链接的实现原理，最好先从种子文件开始。

+ + +

种子文件(metainfo files)的定义

官网文档 BEP3 中的metainfo files章节 +讲的很清楚。

+

简单的说就是把tracker列表和分享的文件信息编码为一个二进制的文件。

+
    +
  • tracker列表是类似如下的列表
    • +
+
http://tracker.trackerfix.com:80/announce

udp://9.rarbg.me:2710/announce

udp://9.rarbg.to:2710/announce
+ +

如果想要找到下载源，就要通过tracker找到peer节点。

+
    +
  • 分享的文件信息（info）
    • +
+

包含了文件的大小，分块个数，分块的sha1散列值。

+

编码方式(bencoding)

bt文件的编码逻辑取名为bencoding。

+
+

Strings are length-prefixed base ten followed by a colon and the string. For example 4:spam corresponds to ‘spam’.

+

Integers are represented by an ‘i’ followed by the number in base 10 followed by an ‘e’. For example i3e corresponds to 3 and i-3e corresponds to -3. Integers have no size limitation. i-0e is invalid. All encodings with a leading zero, such as i03e, are invalid, other than i0e, which of course corresponds to 0.

+

Lists are encoded as an ‘l’ followed by their elements (also bencoded) followed by an ‘e’. For example l4:spam4:eggse corresponds to [‘spam’, ‘eggs’].

+

Dictionaries are encoded as a ‘d’ followed by a list of alternating keys and their corresponding values followed by an ‘e’. For example, d3:cow3:moo4:spam4:eggse corresponds to {‘cow’: ‘moo’, ‘spam’: ‘eggs’} and d4:spaml1:a1:bee corresponds to {‘spam’: [‘a’, ‘b’]}. Keys must be strings and appear in sorted order (sorted as raw strings, not alphanumerics).

+
+

翻译为eBNF语法呢，就是如下

+
string : num ':' {CHAR}*

num : 0 
    | [1-9][0-9]+ 
    | '-' [1-9][0-9]+

integer : 'i' num 'e'

list : 'l' {element}* 'e'

dic : 'd' {pair}* 'e'

pair : string element

element : string
        | integer
        | list
        | dic
+ +

解码

根据eBNF实现的解码代码如下， 把get_content()方法中path替换为种子文件的路径，运行就可以看到。 +返回的解析结果中会有info_hash，该值是根据info的bencoding的二进制串计算的sha1值。这个值很重要 +因为之后很多协议都会用到。

+
# -*- coding: utf-8 -*-

__author__ = 'ym'
"""
    Date        : '2019/1/7'
    Description :  解析torrent文件
    
"""

from datetime import datetime


class BDecode(object):
    def __init__(self, arr):
        self.arr = arr
        self.n = len(arr)
        self.i = 0

    def parse(self):
        return self.dic()

    def peek(self):
        next = None
        if self.i < self.n:
            next = self.arr[self.i]
        return chr(next)

    def next(self):
        next = None
        if self.i < self.n:
            next = self.arr[self.i]
            self.i += 1
        return chr(next)

    def num(self):
        num_str = ""
        peek = self.peek()

        if peek is None:
            raise Exception("malformed num.")

        if peek == '-' and self.peek(1) in '123456789':
            self.next()  # ignore '-'
            while self.peek() in "0123456789":
                num_str += self.next()
            if num_str[0] in '0' and len(num_str) > 1:
                raise Exception("error : 0 starts with num")
            return -int(num_str)
        elif peek in '0123456789':
            while self.peek() in "0123456789":
                num_str += self.next()
            if num_str[0] in '0' and len(num_str) > 1:
                raise Exception("error : 0 starts with num")
            return int(num_str)
        else:
            raise Exception("malformed num.")

    def string(self, pieces=False):
        length = self.num()
        if self.next() != ':':
            raise Exception("String must contain colon")
        s = self.arr[self.i:(self.i + length)]
        self.i += length

        if not pieces:
            return s.decode("utf8")
        else:
            # pieces maps to a string whose length is a multiple of 20.
            # It is to be subdivided into strings of length 20,
            # each of which is the SHA1 hash of the piece at the corresponding index.
            result = []
            for j in range(0, length, 20):
                hash = s[j:j + 20]
                result.append(hash.hex().lower())
            return result

    def integer(self, timestamp=False):
        if self.next() != "i":
            raise Exception("Integer must begin with i")
        val = self.num()

        if timestamp:
            val = datetime.fromtimestamp(val).__str__()

        if self.next() != "e":
            raise Exception("Integer must end with e")
        return val

    def element(self, pieces=False, timestamp=False):
        peek = self.peek()
        if peek == 'i':
            return self.integer(timestamp)
        elif peek == "l":
            return self.list()
        elif peek == 'd':
            return self.dic()
        elif peek in "0123456789":
            return self.string(pieces)
        else:
            raise Exception("not recognize.")

    def list(self):
        if self.next() != "l":
            raise Exception("list must begin with l")
        result = []
        while self.peek() != 'e':
            result.append(self.element())
        self.next()
        return result

    def dic(self):
        if self.next() != 'd':
            raise Exception("dic must begin with d")
        result = dict()

        while self.peek() != "e":
            key = self.string()
            val = None
            if key == "pieces":
                val = self.element(pieces=True)
            elif key == 'creation date':
                val = self.element(timestamp=True)
            else:
                info_start = None
                info_end = None
                if key == 'info':
                    info_start = self.i
                val = self.element()
                if key == 'info':
                    info_end = self.i
                    result['info_hash'] = self.sha1(self.arr[info_start:info_end])
            result[key] = val

        self.next()
        return result

    def sha1(self, info):
        import hashlib
        p = hashlib.sha1()
        p.update(info)
        return p.hexdigest()


def get_content():
    path = "/Users/ym/tmp/venom.torrent"
    with open(path, "rb") as f:
        return f.read()


def main():
    content = get_content()
    result = BDecode(content).parse()
    import pprint
    pprint.pprint(result)

if __name__ == '__main__':
    main()
+ +

运行结果

用最近的毒液电影的种子进行解析，打印如下， +其中announce-list就是tracker列表。

+
/usr/local/bin/python3.7 /Users/ym/charm/pytest/ym/bt/parse_torrent.py
{'announce': 'http://tracker.trackerfix.com:80/announce',
 'announce-list': [['http://tracker.trackerfix.com:80/announce'],
                   ['udp://9.rarbg.me:2710/announce'],
                   ['udp://9.rarbg.to:2710/announce']],
 'comment': 'Torrent downloaded from https://rarbg.to',
 'created by': 'mktorrent 1.0',
 'creation date': '2018-11-28 16:04:22',
 'info': {'files': [{'length': 100074, 'path': ['English.srt']},
                    {'length': 31, 'path': ['RARBG.txt']},
                    {'length': 4431023676,
                     'path': ['Venom.2018.720p.WEBRip.x264.AAC2.0-SHITBOX.mp4']}],
          'name': 'Venom.2018.720p.WEBRip.x264.AAC2.0-SHITBOX',
          'piece length': 1048576,
          'pieces': ['a958677e48a77aff63574c885d7fd70915159034',
                     '0c713356b63454a914452cdcc76a8470fb4bc419',
                     ...
                     ...
                     ...
                     'b926b048253bc506cb3f4e52acab9df6b93cf614',
                     '610f8485ab8c56f53f594e09730a34e8529e13b4']},
 'info_hash': '33297ac9c46f071506711f12814a3dd8ed8b73ed'}

Process finished with exit code 0

+]]> + + bitTorrent + protocol + p2p + + + + 使用delve调试K3s + /zh-hans/2019/11/19/debug-k3s/ + k3s是什么

K3s是什么？k8s的精简版。编译之后执行程序大小不到50M。 +可以用在物联网的边缘计算侧。如果想深入了解k8s，那么k3s是个很好的起点。 +那么如果能够断点调试k3s，就更好了。下面我们来看看怎么做。

+ + +

步骤

    +
  • 建议使用linux 64位操作系统。这样可以native构建。
    • +
  • 建议性能好一些的机器，虚拟机编译会很慢
    • +
  • 建议安装好docker
    • +
  • 配置好go的环境，设置GOPATH，同时把$GOPATH/bin加入到PATH
    • +
  • 安装Goland这个集成开发环境
    • +
  • 从github克隆k3s的代码，加上depth参数则不下载历史，速度会快很多
    $ git clone --depth 1 https://github.com/rancher/k3s.git $GOPATH/src/github.com/rancher/k3s
    • +
  • 安装delve的debug工具。完成之后会生成可执行文件$GOPATH/bin/dlv
    $ git clone --depth 1 https://github.com/go-delve/delve.git $GOPATH/src/github.com/go-delve/delve
    $ cd $GOPATH/src/github.com/go-delve/delve
    $ make install
    • +
  • 构建含有调试信息的可执行文件k3s,所在路径是$GOPATH/src/github.com/rancher/k3s/
    $ cd $GOPATH/src/github.com/rancher/k3s
    $ go build -gcflags "all=-N -l" -o k3s
    • +
  • 用delve执行。这时候线程会监听2345的远程调试接入。
    $ cd $GOPATH/src/github.com/rancher/k3s
    $ dlv --listen=:2345 --headless=true --api-version=2 exec -- ./k3s server --docker --disable-agent
    • +
  • Goland中添加k3s项目。项目根路径为$GOPATH，然后配置增加一个remote调试。在运行之前，在main.go上打一个断点。
    • +
+

运行远程调试之后，成功。 +remote-debug

+]]> + + k3s + delve + golang + + + + Java语言中bytes convert to string and back not equal + /zh-hans/2019/04/28/2019-4-28-byte-to-string-and-back/ + 问题

用google搜索关键词”java bytes to string and back not equal”，第一个就是我说的这个问题。 +什么意思呢？就是在java中，bytes转化为string之后，再转换回bytes的时候，发现不相同了。 +但是Go语言就没有这个问题哦。

+ + +

运行如下java代码

+
byte[] a = new byte[]{(byte) 0xc0, (byte) 0xa8, (byte) 0x00, (byte) 0x01, (byte) 0x04, (byte) 0x38};
System.out.println(ByteBufUtil.hexDump(a));
String s = new String(a);
System.out.println(ByteBufUtil.hexDump(s.getBytes()));
+ +

输出的结果如下：

+
c0a800010438
efbfbdefbfbd00010438
+ +

分析

bytes转化为string类型，本质上要选择一种编码。那么选择的是什么呢？ +我们看看new String()执行的代码。通过跟踪，可以看到，使用了默认的编码。 +csn为UTF-8。

+
static char[] decode(byte[] ba, int off, int len) {
    String csn = Charset.defaultCharset().name();
    try {
        // use charset name decode() variant which provides caching.
        return decode(csn, ba, off, len);
    } catch (UnsupportedEncodingException x) {
        warnUnsupportedCharset(csn);
    }
    try {
        return decode("ISO-8859-1", ba, off, len);
    } catch (UnsupportedEncodingException x) {
        // If this code is hit during VM initialization, MessageUtils is
        // the only way we will be able to get any kind of error message.
        MessageUtils.err("ISO-8859-1 charset not available: "
                         + x.toString());
        // If we can not find ISO-8859-1 (a required encoding) then things
        // are seriously wrong with the installation.
        System.exit(1);
        return null;
    }
}
+ +

因为通常java编译的时候的默认编码是UTF-8。 +那么如何保证转化为字符串还能够转换回来呢？

+

一种方法是使用ISO-8859-1。例如，

+
byte[] a = new byte[]{(byte) 0xC0, (byte) 0xa8, (byte) 0x00, (byte) 0x01, (byte) 0x04, (byte) 0x38};
System.out.println(ByteBufUtil.hexDump(a));
String s = new String(a, Charset.forName("ISO-8859-1"));
System.out.println(ByteBufUtil.hexDump(s.getBytes(Charset.forName("ISO-8859-1"))));
+

结果是相等的。

+
c0a800010438
c0a800010438
+ +

Go语言没有这个问题

Go语言则对这个问题解决的非常好。

+
a := []byte{0xc0, 0xa8, 0x00, 0x01, 0x04, 0x38}
fmt.Println(a)
s := string(a)
b := []byte(s)
fmt.Println(b)
+

运行结果是相等的。

+
[192 168 0 1 4 56]
[192 168 0 1 4 56]
+]]> + + java + golang + + + + BitTorrent协议（六）之种子嗅探器 + /zh-hans/2019/02/18/2019-2-18-bt-6/ + Sniffer（嗅探器）

实现一个简单的BT种子嗅探器才算是有点实际价值的吧。这样就可以把种子的metadata信息 +缓存下来，提供按照文件名进行检索。

+ + +

不过这里只是实现一个demo，有兴趣的话可以看看github上的dht项目。

+

基本原理

简单的说，就是把嗅探节点加入到其他节点的路由表中，等待其他节点发来的announce_peer请求，然后获取种子的metadata信息。

+

我们根据以下的代码具体说明。

+
    +

  1. 89行代码，向路由节点发送find_node请求。这些路由节点。就是25行代码的3个地址。 +这样做的意义有两个，一方面，路由节点会把我们的节点加入到他们的路由表中。另一方面，路由节点会返回一个好节点列表。

    +
    2. +

  2. 252行代码，启动了6个线程。

    +
    3. +
+ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
线程说明
listener代码93行，监听所有接收到的udp数据，并把这些放入到队列recv_q
t_dispatch代码106行，从队列recv_q中取出数据，并进行bdecoding，根据消息类别分别放入对应的队列。一共有三种：应答，请求，错误。
t_hand_reply代码132行，从reply_q中取出数据，解码节点列表。每一个节点都插入到本地的路由表（这里不太好，最好先进行ping_node，确定是好节点再加入），并向其发送find_node消息
t_hand_query代码165行，从query_q中取出请求，分别对四种请求进行应答处理，分别是ping，find_node, get_peers, announce_peer。
t_hand_error错误消息的处理。
t_handle_metadata代码234行，从metadata_q中取出已经获取的种子的metadata，打印并把种子保存再字典表中。
+
    +
  1. 代码165行，t_hand_query线程执行对请求进行处理。
    2. +
+
    +
  • ping: 返回本地节点id
    • +
  • find_node: 从本地路由表中查出与请求节点id最近的8个节点，并返回。（据说把本地id进行返回，有利于本地节点加入其他路由表）
    • +
  • get_peers: 这里进行了简单处理，仅仅返回空节点list。
    • +
  • announce_peer: 这个请求是有节点告诉我们有新的种子文件发布了，并告诉我们info_hash。然后我们拿着info_hash取进行获取metadata的操作。 +代码207行，开启一个独立的获取metadata的线程。如果获取到metadata，则放入metadata_q中。
    • +
+
# -*- coding: utf-8 -*-
from __future__ import absolute_import
from __future__ import division
from __future__ import print_function

__author__ = 'ym'
"""
    Date        : '2019/2/3'
    Description :
    
"""

from ym.bt.routing_table import RoutingTable, BTNode
from ym.bt.util import id_generator, ip_me, decode_compact_node, encode_compact_node, format_size
from ym.bt.bencoding_bin import BEncode
from ym.bt.bdecoding import BDecode
from ym.bt.request_metadata import request_metadata_top
from queue import Queue
import socket
import threading
import logging

log = logging.getLogger()

NODES = [("router.bittorrent.com", 6881),
         ("router.utorrent.com", 6881),
         ("dht.transmissionbt.com", 6881)]

ID = id_generator()
SOURCE_IP = ip_me()
SOURCE_PORT = 6881
TIME_OUT = 1

INFO_HASH_METADATA_DIC = {}
RLOCK = threading.RLock()


def boot_step(sock: socket.socket, local_node: BTNode):
    # send find_node query to NODES
    try:
        dic = {"t": "aa", "y": "q", "q": "find_node",
               "a": {"id": local_node.id.hex(), "target": local_node.id.hex()}}
        data = BEncode(dic).encode_bin()

        for NODE in NODES:
            dst_ip, dst_port = NODE
            sock.sendto(data, (dst_ip, dst_port))
            print("boot_step|send|dst_ip={}|dst_port={}".format(dst_ip, dst_port))
    except Exception as e:
        log.exception(e)
        raise Exception("boot_step error")


def request_metadata_thread(peer_id: bytes, info_hash, ip, port, metadata_q: Queue):
    try:
        print("request_metadata_thread|info_hash={}|ip={}|port={}".format(info_hash, ip, port))
        metadata_dic = request_metadata_top(peer_id, info_hash, ip, port)
        if metadata_dic is not None:
            metadata_q.put((metadata_dic, info_hash, ip, port))
    except Exception as e:
        log.exception("request_metadata_thread error")
        raise Exception("request metadata error")


def main():
    sock = socket.socket(socket.AF_INET, socket.SOCK_DGRAM)
    sock.setblocking(True)
    sock.bind((SOURCE_IP, SOURCE_PORT))

    # recv queue
    recv_q = Queue(maxsize=0)
    # reply queue
    reply_q = Queue(maxsize=0)
    # query queue
    query_q = Queue(maxsize=0)
    # error queue
    error_q = Queue(maxsize=0)
    # request metadata
    metadata_q = Queue(maxsize=0)

    # declare routing table
    rt = RoutingTable()

    local_node = BTNode(id=ID, ip=SOURCE_IP, port=SOURCE_PORT)
    print("local_node={}".format(local_node))
    rt.insert(local_node)
    # 1. boot step
    print("boot start.")
    boot_step(sock, local_node)
    print("boot end.")

    # 2. listener
    def recv_listener(sock: socket.socket, recv_q: Queue):
        while True:
            try:
                data, addr = sock.recvfrom(2048)
                # print("recv_listener|recv|addr={}".format(addr))
                recv_q.put((data, addr))
            except Exception as e:
                print("recv_listener error")

    listener = threading.Thread(target=recv_listener, args=(sock, recv_q,))
    listener.daemon = True

    # 3. handle recv msg
    def dispatch_recv(recv_q: Queue, reply_q: Queue, query_q: Queue, error_q: Queue):
        while True:
            data, addr = recv_q.get()
            try:
                dic, i, n = BDecode(data).parse()
                # print("dispatch_recv|dic={}".format(dic))
                if dic.get("y") is not None:
                    v = dic['y']
                    if v == 'r':
                        # reply msg
                        reply_q.put((dic, addr))
                    elif v == 'q':
                        # query msg
                        query_q.put((dic, addr))
                    elif v == 'e':
                        # error msg
                        error_q.put((dic, addr))
                    else:
                        print("unknown type msg.")
            except Exception as e:
                log.exception('dispatch_recv error|data={}'.format(data))

    t_dispatch = threading.Thread(target=dispatch_recv, args=(recv_q, reply_q, query_q, error_q,))
    t_dispatch.daemon = True

    # 4. handle reply
    def handle_reply(sock: socket.socket, reply_q: Queue, rt: RoutingTable):
        while True:
            dic, addr = reply_q.get()
            try:
                r = dic['r']
                src_id = r['id']
                src_ip, src_port = addr
                src_node = BTNode(id=src_id, ip=src_ip, port=src_port)
                rt.insert(src_node)
                print("rt.size={}".format(rt.size()))
                # print("handle_reply|src_ip={}|src_port={}".format(src_ip, src_port))
                if r.get('nodes') is not None:
                    # ping every node and put good in rt.
                    nodes = decode_compact_node(r['nodes'])
                    dic = {"t": "aa", "y": "q", "q": "find_node",
                           "a": {"id": local_node.id.hex(), "target": local_node.id.hex()}}
                    data = BEncode(dic).encode_bin()
                    for node in nodes:
                        try:
                            dst_ip, dst_port, id = node
                            sock.sendto(data, (dst_ip, dst_port))
                        except Exception as e:
                            log.exception("send node error|node={}".format(node))
                elif r.get('peers') is not None:
                    # ping every peer and put good in rt.
                    print("handle_reply|peers")
            except Exception as e:
                log.exception("handle_reply error|dic={}".format(dic), e)

    t_hand_reply = threading.Thread(target=handle_reply, args=(sock, reply_q, rt,))
    t_hand_reply.daemon = True

    # 5. handle query
    def handle_query(sock: socket.socket, query_q: Queue):
        while True:
            dic, addr = query_q.get()
            dst_ip, dst_port = addr
            try:
                print("handle_query|addr={}|dic={}".format(addr, dic))
                if dic['q'] == 'ping':
                    # handle ping query
                    reply = {"t": dic['t'], "y": "r", "r": {"id": local_node.id.hex()}}
                    data = BEncode(reply).encode_bin()
                    sock.sendto(data, (dst_ip, dst_port))
                    # print("handle_query|ping|send_reply|dst_ip={}|dst_port={}|data={}".format(dst_ip, dst_port, data))
                elif dic['q'] == 'find_node':
                    # handle find_node query
                    nodes = rt.find_closer(bytes.fromhex(dic['a']['id']))
                    print("local_node.id={}".format(local_node.id.hex()))
                    print(nodes)
                    compact_node = encode_compact_node(nodes)
                    reply = {"t": dic['t'], "y": "r", "r": {"id": local_node.id.hex(), "nodes": compact_node}}
                    data = BEncode(reply).encode_bin()
                    sock.sendto(data, (dst_ip, dst_port))
                    print("handle_query|find_node|send_reply|dst_ip={}|dst_port={}|data={}".format(dst_ip, dst_port,
                                                                                                   data))
                elif dic['q'] == 'get_peers':
                    # handle get_peers query
                    reply = {"t": dic['t'], "y": "r",
                             "r": {"id": local_node.id.hex(), "token": "alenym".encode("utf8"), "nodes": b""}}
                    data = BEncode(reply).encode_bin()
                    sock.sendto(data, (dst_ip, dst_port))
                    print("handle_query|get_peers|send_reply|dst_ip={}|dst_port={}|data={}".format(dst_ip, dst_port,
                                                                                                   data))
                elif dic['q'] == 'announce_peer':
                    # handle announce_peer
                    print("handle_query|announce_peer|dic={}".format(dic))
                    info_hash = dic['a'].get('info_hash')
                    with RLOCK:
                        if info_hash is None or info_hash in INFO_HASH_METADATA_DIC:
                            continue

                    target_ip = dst_ip
                    target_port = dst_port

                    t_request_meta = threading.Thread(target=request_metadata_thread,
                                                      args=(
                                                          local_node.id, info_hash, target_ip, target_port, metadata_q))
                    t_request_meta.start()


                else:
                    print("handle_query|other|dic={}".format(dic))
            except Exception as e:
                log.exception("handle_query error|dic={}".format(dic))

    t_hand_query = threading.Thread(target=handle_query, args=(sock, query_q,))
    t_hand_query.daemon = True

    # 6. handle error
    def handle_error(error_q: Queue):
        while True:
            dic, addr = error_q.get()
            try:
                print("handle_error|addr={}|dic={}".format(addr, dic))
            except Exception as e:
                log.exception('handle_error error', e)

    t_hand_error = threading.Thread(target=handle_error, args=(error_q,))
    t_hand_error.daemon = True

    # 7. handle requested metadata
    def handle_metadata(metadata_q: Queue):
        while True:
            try:
                metadata_dic, info_hash, ip, port = metadata_q.get()
                format_s = "handle_metadata|info_hash={}|ip={}|port={}|name={}|size={}"
                file_name = metadata_dic['name']
                size = format_size(metadata_dic.get('length'))
                print(format_s.format(info_hash, ip, port, file_name, size))
                with RLOCK:
                    if info_hash not in INFO_HASH_METADATA_DIC:
                        INFO_HASH_METADATA_DIC[info_hash] = metadata_dic
            except Exception as e:
                log.exception("handle_metadata error")


    t_handle_metadata = threading.Thread(target=handle_metadata, args=(metadata_q,))
    t_handle_metadata.daemon = True

    listener.start()
    t_dispatch.start()
    t_hand_reply.start()
    t_hand_query.start()
    t_hand_error.start()
    t_handle_metadata.start()

    listener.join()
    t_dispatch.join()
    t_hand_reply.join()
    t_hand_query.join()
    t_hand_error.join()
    t_handle_metadata.join()


if __name__ == '__main__':
    main()
+

运行日志

我们在一台有公网ip的电脑上运行十几分钟，过滤日志，查看接收到的种子信息如下，

+
root@ubuntu:~# cat log.txt | grep "handle_metadata"
handle_metadata|info_hash=5553330daa12bde6a2f71ab26f7b26688219f276|ip=69.80.12.126|port=11715|name=War for the Planet of the Apes 2017 1080p BluRay x264 DTS 5.1 MSubS-Hon3y|size=None
handle_metadata|info_hash=5556f3a9c605dd009f92fddb91848f565439e4f4|ip=59.169.228.207|port=62215|name=(C94) [くろすこスイッチ (くろすこ)] 冷泉さんといちゃいちゃする本 (ガールズ&パンツァー).zip|size=7.80M
handle_metadata|info_hash=555333edb2519c3aa93db4a150f6e021f5a138ff|ip=96.40.42.32|port=32796|name=Princess Go Round|size=None
handle_metadata|info_hash=572d4df79a7151d9466d371b960cfece91289bf4|ip=1.175.76.59|port=13283|name=(同人ゲーム) [181102][RJ237312][ピンポイント／キングピン] 妻が隠していたビデオ…～元カレ寝取らせ観察記～ DL版 (files).rar|size=1.08G
handle_metadata|info_hash=572edd8670066945538e4fe823294b45f2c2e3a3|ip=14.199.224.142|port=22979|name=0407raw021|size=None
handle_metadata|info_hash=574b27358fc1604e65babf32abe839267d36ba4b|ip=14.199.224.142|port=22979|name=o0Akrios0o@www.sexinsex.com@假裝租屋 事實上在陽台勾引住宅區人妻|size=None
handle_metadata|info_hash=54730eeeb5d74a58f49c6da72eb90be922556f0a|ip=219.98.7.166|port=18586|name=DSAM-29-DVD|size=None
handle_metadata|info_hash=57039c3ef3343c5b288c5ff219c66f837a88e808|ip=14.199.224.142|port=22979|name=tmem|size=None
handle_metadata|info_hash=5687578db92c7df4ae3ab7e33c895f04b1e27d37|ip=14.199.224.142|port=22979|name=GNE-148|size=None
handle_metadata|info_hash=57b832066b2103e29f3a4af256e25175da6dbdc2|ip=14.199.224.142|port=22979|name=[Thz.la]supa-154|size=None
handle_metadata|info_hash=56936a12cdb3a1a837c8faa206a2dea189dadf66|ip=14.199.224.142|port=22979|name=club-022_1.wmv|size=2.96G
handle_metadata|info_hash=570e89058161385b1d7dfadfcdc2d9f276ab829b|ip=14.199.224.142|port=22979|name=avidol.us-PTBI-026.wmv|size=2.71G
handle_metadata|info_hash=57c30a1ddecac71142208425c610837b961f4de6|ip=14.199.224.142|port=22979|name=[HD]sad-039.wmv|size=3.52G
handle_metadata|info_hash=56794273cf092e0b4f671885a16cf2dbe484f559|ip=14.199.224.142|port=22979|name=KRE-002.wmv|size=1.20G
handle_metadata|info_hash=5710c35d85a9a0ed8cadc10bdcd09db5bb0c46fd|ip=14.199.224.142|port=22979|name=0111-xv1088|size=None
handle_metadata|info_hash=561b55ec9a956f208f58b798d781bd5577a47b9e|ip=14.199.224.142|port=22979|name=52.R18-099|size=None
handle_metadata|info_hash=57c262437e7cf0ca5f24bff947757026f9cef9a8|ip=14.199.224.142|port=22979|name=DF-35976|size=None
handle_metadata|info_hash=565bedb7fc17d20f017a668e2931cb1d30b53556|ip=14.199.224.142|port=22979|name=judexkwok@片瀬まこ合集06|size=None
handle_metadata|info_hash=57e93ca1527cd35045f0ca75d0c96579dcf96d2a|ip=14.199.224.142|port=22979|name=SMDV-10-DVD|size=None
handle_metadata|info_hash=56747025a196cb78db9f94d8ca933677f57e54b0|ip=14.199.224.142|port=22979|name=HUNT-759.mp4|size=2.01G
handle_metadata|info_hash=56e45f76194dadb2c799c7f2c9b34bc2fff07cee|ip=14.199.224.142|port=22979|name=0510-sama538|size=None
handle_metadata|info_hash=57fae1a68ee9241a593c1623f64feb7927b40469|ip=14.199.224.142|port=22979|name=[thz.la]chunta-219|size=None
handle_metadata|info_hash=56b89964da08b923b20722b89ccfc6ae4928aca3|ip=14.199.224.142|port=22979|name=HUNT-665_2.mp4|size=1.60G
handle_metadata|info_hash=57528d8633ee8b823aea17e47def172082072dd5|ip=14.199.224.142|port=22979|name=HUNT|size=None
handle_metadata|info_hash=57b14ca4cf260763e170e515b1f235ae5dca487f|ip=14.199.224.142|port=22979|name=SAMA-477|size=None
handle_metadata|info_hash=57bc38a6f182dbd6be5b42371d645cc43cfa12e1|ip=14.199.224.142|port=22979|name=HUNT-710.mp4|size=1.82G
handle_metadata|info_hash=57f2b65672462ff81834a928cf8e9863687dc220|ip=14.199.224.142|port=22979|name=3208|size=None
...
+ +

有些种子文件为什么没有文件大小呢？例如size=None,

+
handle_metadata|info_hash=54730eeeb5d74a58f49c6da72eb90be922556f0a|ip=219.98.7.166|port=18586|name=DSAM-29-DVD|size=None
+ +

用info_hash过滤日志，可以看到metadata包含了一个files项，该项包含了多个文件。

+
root@ubuntu:~# cat log.txt | grep "54730eeeb5d74a58f49c6da72eb90be922556f0a"| grep "metadata_dic" 
request_metadata|info_hash=54730eeeb5d74a58f49c6da72eb90be922556f0a|metadata_dic={'files': [{'ed2k': b'\xc4"%lT\xa14s\xd86\xd7a\xb1:\x8bC', 'filehash': '788c531731917e92334c03423df5433b4d3d941d', 'length': 228076, 'path': ['C9~Fang Ping Bi Cheng Xu防屏蔽程序.rar'], 'path.utf-8': ['C9~Fang Ping Bi Cheng Xu防屏蔽程序.rar']}, {'ed2k': b'\xff,5\xb4W\x1b\xf1\xb0\x16\x13=\x0c\xc1\xc5\xb56', 'filehash': 'b760813c2b6690123eb174b5561ce6b4a0b6e000', 'length': 1966849, 'path': ['HOTAVXXX,Free Adult Movie, Fastest & Newest Porn Movie Site.jpg'], 'path.utf-8': ['HOTAVXXX,Free Adult Movie, Fastest & Newest Porn Movie Site.jpg']}, {'ed2k': b'\xfaggnH\xf8e}O\x97\x04\xbb\x86\x9e\x92\xf5', 'filehash': '9a8b43c663ecc46d3a29196cf527d8431fef842b', 'length': 180, 'path': ['HOTAVXXX~最新最快的AV影片每日更新.url'], 'path.utf-8': ['HOTAVXXX~最新最快的AV影片每日更新.url']}, {'ed2k': b'\xff,5\xb4W\x1b\xf1\xb0\x16\x13=\x0c\xc1\xc5\xb56', 'filehash': 'b760813c2b6690123eb174b5561ce6b4a0b6e000', 'length': 1966849, 'path': ['HOTAVXXX、自由な成人映画、最も速く&最新ポルノ映画サイト.jpg'], 'path.utf-8': ['HOTAVXXX、自由な成人映画、最も速く&最新ポルノ映画サイト.jpg']}, {'ed2k': b'$\x13\xfd\\\x8b\xa5\xee=\xc0\xfb\x88\xff~\x03/\x18', 'filehash': 'dddbfe3e917739e1da7afcdd8a78e1a6677b6648', 'length': 235, 'path': ['QQ愛真人視頻交友聊天室.url'], 'path.utf-8': ['QQ愛真人視頻交友聊天室.url']}, {'ed2k': b'/\xe2\xcf\x1b\xc06\xea[\xda\x93\xb9\xd0\\\xc1\x14\x98', 'filehash': '715c4e653db4bb74bb7e40073d55113f512299e9', 'length': 628211, 'path': ['SIS001全面封殺.jpg'], 'path.utf-8': ['SIS001全面封殺.jpg']}, {'ed2k': b'\xf3\x19\x893\x8b\r\xc4\r\x99|W)\xf4\xce\x00J', 'filehash': 'c4eadc74cdbf36df8a66710f62932a60b1a0949a', 'length': 267, 'path': ['[城風 - C9]~成人精品長篇區 最新http一手資源.url'], 'path.utf-8': ['[城風 - C9]~成人精品長篇區 最新http一手資源.url']}, {'ed2k': b'r\xbab\x10i\xc4\x10<f$\x10+p\x84\xd2Z', 'filehash': 'c6a1cb245511e4013c7510220ce3a6d912f8290f', 'length': 217, 'path': ['dioguitar23(第六天魔王)@草榴社區.url'], 'path.utf-8': ['dioguitar23(第六天魔王)@草榴社區.url']}, {'ed2k': b'\xe4z.\xa4\xfa\x88h\xfe\x07\xedy\xc3\x13D\xe8\x7f', 'filehash': 'dddd22e1c4027a8e5c6cec98a4ef3dd29b951682', 'length': 229, 'path': ['dioguitar23@ HD1080.org.url'], 'path.utf-8': ['dioguitar23@ HD1080.org.url']}, {'ed2k': b'\xf9\xee!X\xb3\x9d\xd9\x104\xc52\xc4\x872&a', 'filehash': '7191792635319be376c5ff3edd251e7bda81d069', 'length': 267, 'path': ['dioguitar23@AV 天空.url'], 'path.utf-8': ['dioguitar23@AV 天空.url']}, {'ed2k': b'\xba\x18f&*y&\xf5H\xe8\x1f;8x\x1eA', 'filehash': 'd774c64c18ec44e607ba6825675e841332a0d4f4', 'length': 188, 'path': ['dioguitar23@D.C.資訊交流網.url'], 'path.utf-8': ['dioguitar23@D.C.資訊交流網.url']}, {'ed2k': b'\x91\x97\x15O\rxh\x7fa\xbf^\xbf \x187K', 'filehash': 'f06835576489512e2c4a3ff58a5c4a2fed3131a3', 'length': 174, 'path': ['dioguitar23@KTzone.url'], 'path.utf-8': ['dioguitar23@KTzone.url']}, {'ed2k': b"\xf7\xf1\x9c\xa0+\x15\xc5_\xdb2u'\x81\xcb\xefU", 'filehash': '25a54a9fdab494a60fdbd206089ee75c08913f24', 'length': 235, 'path': ['dioguitar23@SexInSex! Board.url'], 'path.utf-8': ['dioguitar23@SexInSex! 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+]]> + + bitTorrent + protocol + p2p + + + + docker容器内访问mac主机的kafka + /zh-hans/2020/03/09/connect-kafka/ + 从容器内访问主机的kafka

我最近遇到这样一个需求，需要从容器内的ClickHouse访问安装在mac主机的kafka。这个问题似乎很简单， +因为在windows上，虚拟机可以和host组成一个局域网，因此kafka只要绑定此网段的ip地址即可。 +但是在我的mac主机下，这个方案行不通。

+ + +

有几个原因，

+
    +
  1. ClickHouse无法直接安装在mac上，需要编译（当然8G内存也可以编译，但是ninja需要限制job数量，要花很长时间）。
    2. +
  2. 我的mac内存只有8G，使用vbox根本不可能，只能使用docker。
    3. +
  3. 有现成的镜像，直接可以启动。并且host上可以直接连接ClickHouse。
    4. +
+

难点就在于容器和host根本不在一个网段。

+

解决步骤

    +
  1. 修改主机上的kafka的相关配置如下
    2. +
+
listeners=PLAINTEXT://0.0.0.0:9092

advertised.listeners=PLAINTEXT://host.docker.internal:9092
+ +
    +
  1. /etc/hosts文件添加
    2. +
+
127.0.0.1       host.docker.internal
+ +
    +
  1. 在容器内，访问host.docker.internal:9092
    2. +
+

原理

docker desktop for mac会默认提供一个域名host.docker.internal给容器内 +的应用访问主机的服务。所以，如果主机上启动一个rest服务localhost:8080，则容器内可以通过 +host.docker.internal:8080直接访问。

+

但是如果kafka只是配置为

+
listeners=PLAINTEXT://localhost:9092
+

想直接访问kafka的broker则是不行的。我们会发现，在容器内，telnet host.docker.internal 9092是通的。这是为什么呢？

+

想要连接kafka的broker会进行基本的两步交互。

+
    +
  1. client访问broker的地址”A”，然后broker会发送回去一个advertised地址”B”
    2. +
  2. client接收到地址”B”，然后尝试访问”B”
    3. +
+

如果不设置advertised.listeners，那么默认等于listeners的值。

+

所以对于这样的设置 +B=A=PLAINTEXT://localhost:9092。容器内尝试访问”host.docker.internal:9092”，则会这样子，

+
    +
  1. 容器内访问host.docker.internal:9092，接收到地址B=PLAINTEXT://localhost:9092
    2. +
  2. 然后访问地址localhost:9092，失败。
    3. +
+

而如果在主机上访问则显然是成功的。

+

而我们的解决方法配置是这样的 +A=PLAINTEXT://localhost:9092, B=PLAINTEXT://host.docker.internal:9092

+

所以如果容器内访问的过程就是，

+
    +
  1. 容器内访问host.docker.internal:9092，接收到地址B=PLAINTEXT://host.docker.internal:9092
    2. +
  2. 然后访问host.docker.internal:9092，成功。
    3. +
+

而主机上的过程是，

+
    +
  1. 主机上访问localhost:9092,接收到地址B=PLAINTEXT://host.docker.internal:9092
    2. +
  2. 然后访问host.docker.internal:9092，根据/etc/hosts的域名解析为127.0.0.1:9092，成功。
    3. +
+

测试

我这里用kafkacat测试，实际上容器内的应用可以使用其他kafka客户端。

+

连接broker,并显示metadata

+
root@bb6b85562200:/# kafkacat -b host.docker.internal:9092 -L
Metadata for all topics (from broker 0: host.docker.internal:9092/0):
 1 brokers:
  broker 0 at host.docker.internal:9092
 8 topics:
  topic "test-topic" with 1 partitions:
    partition 0, leader 0, replicas: 0, isrs: 0
  topic "flink-test" with 1 partitions:
    partition 0, leader 0, replicas: 0, isrs: 0
  topic "__consumer_offsets" with 50 partitions:
    partition 0, leader 0, replicas: 0, isrs: 0
    partition 10, leader 0, replicas: 0, isrs: 0
...
...
+ +

显示消息

+
^Croot@bb6b85562200:/# kafkacat -b host.docker.internal:9092 -C -t flink-test -o beginning
{seqNo: 1, eventTs: 1583739799986, id: even偶数, value: 4.57}
% Reached end of topic flink-test [0] at offset 1
+]]> + + kafka + container + docker + + + + 在mac下跑一个Ingress的例子 + /zh-hans/2020/07/06/run-ingress-example-on-mac/ + Ingress是什么

在Kubernetes中，Ingress是一个对象，该对象允许从Kubernetes集群外部访问Kubernetes服务。 您可以 +通过创建一组规则来配置访问权限，这些规则定义了哪些入站连接可以访问哪些服务。

+ + +

这里有篇文章很好的说明了Ingress，并给出了例子 —— Kubernetes Ingress with Nginx Example

+

但是要想跑一下，首先要有一个k8s集群。下面首先在mac上安装一个k8s集群。

+

在mac上安装k8s集群

我的mbp的配置是8G内存。

+
    +
  1. 下载Docker.dmg。
    2. +
  2. 从这里下载搭建k8s所需要的镜像——https://github.com/gotok8s/k8s-docker-desktop-for-mac +使用的方法就是如下，我用的docker desktop的kubernates的版本是1.19.3所以，相应的要把文件images中的版本号进行修改，以匹配。
    $ git clone https://github.com/gotok8s/k8s-docker-desktop-for-mac.git
    $ cd k8s-docker-desktop-for-mac
    $ cat images
    k8s.gcr.io/kube-proxy:v1.19.3=gotok8s/kube-proxy:v1.19.3
    k8s.gcr.io/kube-controller-manager:v1.19.3=gotok8s/kube-controller-manager:v1.19.3
    k8s.gcr.io/kube-scheduler:v1.19.3=gotok8s/kube-scheduler:v1.19.3
    k8s.gcr.io/kube-apiserver:v1.19.3=gotok8s/kube-apiserver:v1.19.3
    k8s.gcr.io/coredns:1.7.0=gotok8s/coredns:1.7.0
    k8s.gcr.io/pause:3.2=gotok8s/pause:3.2
    k8s.gcr.io/etcd:3.4.13-0=gotok8s/etcd:3.4.13-0
    $ ./load_images.sh
    3. +
  3. 启动docker desktop，并在dashboard中修改docker使用的资源大小。我分配了5G， +交换内存设置为4G，cpu数量为3
    4. +
  4. 勾选Enable Kubernetes和Show system containers (advanced)，启动，然后耐心等待。
    5. +
+

需要等待的时间比较长，因为还会下载多个镜像,如docker/desktop-kubernetes等等。

+

安装ingress-nginx-controller

我们从ingress-nginx的官网可以看到不同的安装方式，对于 Docker for Mac，一行命令搞定

+
kubectl apply -f https://raw.githubusercontent.com/kubernetes/ingress-nginx/master/deploy/static/provider/cloud/deploy.yaml
+ +

这个需要下载镜像quay.io/kubernetes-ingress-controller/nginx-ingress-controller，所以也需要时间。直到看到如下pods

+
ingress-nginx   ingress-nginx-admission-create-frllm       0/1     Completed   0          56m
ingress-nginx   ingress-nginx-admission-patch-gbwpd        0/1     Completed   0          56m
ingress-nginx   ingress-nginx-controller-8f7b9d799-c67xw   1/1     Running     2          56m
+ +

跑一个Ingress的例子

Kubernetes Ingress with Nginx Example中的yaml文件需要外网才能看到。

+

我在此列出三个yaml文件

+

apple.yaml:

+
kind: Pod
apiVersion: v1
metadata:
  name: apple-app
  labels:
    app: apple
spec:
  containers:
    - name: apple-app
      image: hashicorp/http-echo
      args:
        - "-text=apple"

---

kind: Service
apiVersion: v1
metadata:
  name: apple-service
spec:
  selector:
    app: apple
  ports:
    - port: 5678 # Default port for image
+ +

banana.yaml :

+
kind: Pod
apiVersion: v1
metadata:
  name: banana-app
  labels:
    app: banana
spec:
  containers:
    - name: banana-app
      image: hashicorp/http-echo
      args:
        - "-text=banana"

---

kind: Service
apiVersion: v1
metadata:
  name: banana-service
spec:
  selector:
    app: banana
  ports:
    - port: 5678 # Default port for image
+ +

ingress.yaml:

+
apiVersion: extensions/v1beta1
kind: Ingress
metadata:
  name: example-ingress
  annotations:
    ingress.kubernetes.io/rewrite-target: /
spec:
  rules:
  - http:
      paths:
        - path: /apple
          backend:
            serviceName: apple-service
            servicePort: 5678
        - path: /banana
          backend:
            serviceName: banana-service
            servicePort: 5678
+ +

执行命令，等待一下。因为要下载一个镜像“jettech/kube-webhook-certgen”

+
$ kubectl apply -f apple.yaml
$ kubectl apply -f banana.yaml
$ kubectl create -f ingress.yaml
+ +

查看ingress

+
$ kubectl describe ingress -n default example-ingress
Name:             example-ingress
Namespace:        default
Address:          localhost
Default backend:  default-http-backend:80 (<error: endpoints "default-http-backend" not found>)
Rules:
  Host        Path  Backends
  ----        ----  --------
  *           
              /apple    apple-service:5678 (10.1.0.30:5678)
              /banana   banana-service:5678 (10.1.0.28:5678)
Annotations:  ingress.kubernetes.io/rewrite-target: /
Events:
  Type    Reason  Age   From                      Message
  ----    ------  ----  ----                      -------
  Normal  CREATE  45m   nginx-ingress-controller  Ingress default/example-ingress
  Normal  UPDATE  44m   nginx-ingress-controller  Ingress default/example-ingress
  Normal  CREATE  14m   nginx-ingress-controller  Ingress default/example-ingress
+ +

最后测试

+

$ curl -kL http://localhost/apple
apple

$ curl -kL http://localhost/banana
banana

$ curl -kL http://localhost/notfound
default backend - 404

+]]> + + docker + k8s + ingress + mac + + + + 基于Spring Integration实现文件写入 + /zh-hans/2020/08/14/write-file-with-spring-integration/ + Spring Integration是什么

Spring Integration是一个出现了10年的技术。随便搜索一下，就能看到历史的久远，但是实际项目中用的人很少？原因是什么呢？

+ + +

难！很难！

+

因为Spring Integration已经是一套DSL了。所以学习它就是学习一种新的语言，一种新的编程范式。

+

写入文件

就拿最简单的一个使用，如何写入一个文件，Google了几遍只能找到Spring的官方文档中的例子。如下

+
@SpringBootApplication
@IntegrationComponentScan
public class FileWritingJavaApplication {

    public static void main(String[] args) {
        ConfigurableApplicationContext context =
                      new SpringApplicationBuilder(FileWritingJavaApplication.class)
                              .web(false)
                              .run(args);
             MyGateway gateway = context.getBean(MyGateway.class);
             gateway.writeToFile("foo.txt", new File(tmpDir.getRoot(), "fileWritingFlow"), "foo");
    }

    @Bean
    @ServiceActivator(inputChannel = "writeToFileChannel")
    public MessageHandler fileWritingMessageHandler() {
         Expression directoryExpression = new SpelExpressionParser().parseExpression("headers.directory");
         FileWritingMessageHandler handler = new FileWritingMessageHandler(directoryExpression);
         handler.setFileExistsMode(FileExistsMode.APPEND);
         return handler;
    }

    @MessagingGateway(defaultRequestChannel = "writeToFileChannel")
    public interface MyGateway {

        void writeToFile(@Header(FileHeaders.FILENAME) String fileName,
                       @Header(FileHeaders.FILENAME) File directory, String data);

    }
}
+ +

可是一运行发现根本跑不起来，而且问题不止一处。

+

完整的例子

我先给出修改后的可以正常运行的代码吧。可以和上面的比较一下，差别有好几处。

+
@Configuration
@IntegrationComponentScan
public class FileWriteConfig {

    @Bean
    public MessageChannel writeToFileChannel() {
        DirectChannel directChannel = new DirectChannel();
        directChannel.subscribe(fileWritingMessageHandler());
        return directChannel;
    }

    @Bean
    public MessageHandler fileWritingMessageHandler() {
        Expression directoryExpression = new SpelExpressionParser().parseExpression("headers.directory");
        FileWritingMessageHandler handler = new FileWritingMessageHandler(directoryExpression);
        handler.setFileExistsMode(FileExistsMode.REPLACE);
        //https://stackoverflow.com/questions/29274479/spring-integration-no-output-channel-or-replychannel-header-available
        handler.setExpectReply(false);
        return handler;
    }

    @MessagingGateway(defaultRequestChannel = "writeToFileChannel")
    public interface FileWriteGateway {

        void writeToFile(@Header(FileHeaders.FILENAME) String fileName,
                         @Header("directory") File directory,
                         String data);

    }

}
+ +

然后写一个测试。

+
@RunWith(SpringRunner.class)
@SpringBootTest(classes = Application.class)
@WebAppConfiguration
public class FileWriteGatewayTest {

    @SuppressWarnings("SpringJavaInjectionPointsAutowiringInspection")
    @Autowired
    FileWriteConfig.FileWriteGateway gateway;


    @Test
    public void test(){
        gateway.writeToFile("foo.txt", new File("/Users/ym/tmp/"), "fff");
    }

}
+ +

用法非常简单。但是配置却花了好长时间。但是只有通过使用才能慢慢理解这个框架。

+

写代码是不是像搭积木，像玩magspace。

+]]> + + spring + integration + write + file + + + + 基于CLion和gdbserver实现远程调试c程序 + /zh-hans/2020/09/08/remote-debug-with-clion/ + 远程调试c程序

最近基于tsar（阿里开源的一个基于c语言的监控程序）做二次开发， +因为以前从来没有在工作中写过c，所以这个简单的工作花了两周时间，期间用gdb进行调试，用valgrind检查内存泄漏。 +但是最让我不舒服的就是gdb调试了，虽然gdb很给力，但是毕竟由奢入俭难，之前写Java，Python，Go都是可以用IDE进行 +debug的。有图形化界面还是效率高很多，而对于新手，能够方便的debug源码就可以快速的理解项目。

+

那么怎么办呢？

+ + + +

CLion

我一直以为CLion可以很好的理解cmake项目，但是对于大量的基于makefile编译的项目，则不能很好的解析，所以也无法利用CLion +进行代码调试。

+

但是并不是这样，虽然CLion无法理解代码中各种符号之间的依赖关系，但是调试只要有debug info和源码就可以进行图形化调试。

+

参考CLion远程开发的Remote GDB Server，很简单就实现了。

+

远程调试tsar

    +

  1. mac下安装了CLion，linux下编译tsar。 +在mac下，tsar项目源码路径——/Users/ym/work/operation +在linux下为,tsar项目源码路径——/home/keyvalue/ym/operation

    +
    2. +

  2. 在CLion下创建一个GDB remote debug配置。 +参数配置：

    +
    3. +
+
    +

  • target remote args
    10.4.104.153:1234 # 这是gdbserver的ip:port

    +
    • +

  • path mappings +remote path为/home/keyvalue/ym/operation，local path为/Users/ym/work/operation

    +
    • +
+

gdb remote debug config

+
    +

  1. 在linux下运行命令

    +
    $ sudo gdbserver :1234 src/tsar --cron
    Process src/tsar created; pid = 10216
    Listening on port 1234
    +
    2. +

  2. CLion下启动之前的GDB remote debug配置，就可以愉快的断点调试了。

    +
    3. +
+

tsar remote debug

+]]> + + debug + CLion + gdb + remote + + + + 自建根证书，中间证书和Server端X.509证书并搭建nginx验证Server端证书有效性 + /zh-hans/2020/10/09/x509-ca/ + X.509证书的颁发和使用

X.509证书是用来认证身份的，例如在访问一个HTTPS网站的时候，浏览器会首先下载该网站 +的证书，验证是否有效。如果无效，浏览器会提示您的连接不是私密连接，进一步访问网站有风险。 +如果有效则可以直接访问，不会告警。

+

浏览器怎么验证网站证书是否有效呢？简单说就是看网站证书的颁发机构是不是已经被操作系统信任，即看 +颁发机构的身份证书是否已经安装到操作系统里，并被设置为信任。

+

那么我们接下来做的事情就是在mac系统上验证浏览器的上述行为。

+ + +

验证步骤，

+
    +
  1. 生成根证书，中间证书和Server端证书(即用户证书)
    2. +
  2. 本机搭建nginx服务器，并设置Server端证书（！！注意此时未安装根证书到操作系统）
    3. +
  3. 浏览器访问https://localhost，出现告警提示
    4. +
  4. 把根证书和中间证书安装到操作系统，并设置根证书为永久信任
    5. +
  5. 重新访问https://localhost，正常，没有出现告警。
    6. +
+

第一步，生成根证书，中间证书和Server端证书

颁发机构通常会有根机构和中间机构，根机构的证书自己签发自己，中间机构的证书由根机构签发，而Server端证书由中间机构签发。本人参考以下三篇文章创建了根证书，中间证书和Server端证书。

+ +

不过需要注意的是，Server端证书有效期不要太长，否则即使安装了根证书也会告警。

+

第二步，本机搭建nginx服务器，并设置Server端证书

mac下安装nginx很简单

+
brew install nginx
+

然后修改/usr/local/etc/nginx/nginx.conf文件，在server里添加三行

+
listen       443    ssl;
ssl_certificate /Users/ym/tmp/myca/localhost/certs/localhost.cert.pem;
ssl_certificate_key /Users/ym/tmp/myca/localhost/private/localhost.key.pem;
+ +

启动nginx

+
brew sevices start nginx
+ +

第三步，浏览器访问https://localhost

显示告警信息 +invalid-certificate

+

第四步，把根证书和中间证书安装到操作系统，并设置根证书为永久信任

在mac系统下，点击lauchpad，并搜索钥匙串访问。可以看到登录下安装的证书。 +在finder中打开根证书和中间证书，可以添加到登录账号下。 +只需要设置根证书为永久信任即可。以为中间证书是由根证书签发的。 +以下是已经安装的根证书 +root-ca-crt

+

以下是已经安装的中间证书 +mid-ca-crt

+

第五步， 重新访问https://localhost

重新访问https://localhost。正常。

+

valid-crt

+]]> + + certificate + X.509 + nginx + openssl + ssl + + + + ASN.1语言规范介绍 + /zh-hans/2020/11/08/asn-1/ + ASN.1介绍

X.509证书常用的编码方式有DER格式和PEM格式。证书是一个对象的话，那么需要一个描述这个对象的语言。ASN.1就是这样的一个语言规范。而DER是ASN.1编码的一种方式。如果要解析DER编码文件，就需要了解ASN.1语言规范的编解码。

+ + +

ASN.1（Abstract Syntax Notation One）是OSI（Open Source Interconnection）使用的描述对象的语言规范。OSI是X.200中定义的。而ASN.1是X.208中描述的。

+

下面是一个ASN.1的例子

+
Foo DEFINITIONS ::= BEGIN

    Question ::= SEQUENCE {
        id        INTEGER,
        question  IA5String
    }

    Answer ::= SEQUENCE {
        id        INTEGER,
        answer    BOOLEAN
    }

END
+ +

以一个证书分析ASN.1语法

以下是一个PEM格式的证书。

+
-----BEGIN CERTIFICATE-----

MIIFwTCCA6mgAwIBAgIUNQk34EiXUjqgxnfhOZtv6zxIiekwDQYJKoZIhvcNAQEN

BQAwcDELMAkGA1UEBhMCQ04xEDAOBgNVBAgMB0JlaWppbmcxEDAOBgNVBAcMB0Jl

aWppbmcxEDAOBgNVBAoMB2V4YW1wbGUxETAPBgNVBAsMCFBlcnNvbmFsMRgwFgYD

VQQDDA9yZXBvLmVubmlvdC5uZXQwHhcNMjAwODExMDMwMzE0WhcNMzAwODA5MDMw

MzE0WjBwMQswCQYDVQQGEwJDTjEQMA4GA1UECAwHQmVpamluZzEQMA4GA1UEBwwH

QmVpamluZzEQMA4GA1UECgwHZXhhbXBsZTERMA8GA1UECwwIUGVyc29uYWwxGDAW

BgNVBAMMD3JlcG8uZW5uaW90Lm5ldDCCAiIwDQYJKoZIhvcNAQEBBQADggIPADCC

AgoCggIBAN6xDFkixeboRBjaVLi1/IjCfHvGS2xGihWrx2dN9jXIZWQqU2Lw8rLy

yzrnzSEJDRcUFGaXpRagHTYJPhcr31Sa4OkCsoorwElagcOOPQXAc1A87vBk1+r/

3eQu+IPGjr+3DU/yqNNuaq0CZgDDww9ttbyTb8JxZweXdAMjK0D7LiNCkpvwM1l6

ylVl9o5+ACA34qb81IyVAsGFSHP/ukcFIaC79Zf/7p3Tjm4uRkAdtQYJGwA0Oafk

HbPaPLOHPJdi+3+a/OmmBJamxyWXF9pJ/BRrxFrqtssnAhIyPsNqKsPDCknJOzwS

6vdTVsuMkLMUbc0OK1dSIulXxZaea+jXcZMYWUA4ZDNdo1SrMg3Vvj/CrLWgm7b0

T1Wb8tXsr2NUNoacMzDgN41Kz7Ht57LQURaFf9rzjqACHVYfj/Ad8/PmgA6V3Dc3

gvMvqOoyp2iic1xQ2GcIItHvqD4YwBSdtyxJc1N5llNBF7A6+JWVc0kJpOQCDKVb

U+0Py6ugnbb/pQ89/4zXXWyuTQO0BGULoHCo0++eF+pLcW6LstQNSUYxYRr4tmLr

sbUJFPoFcHXdQ9F8I2rBXdKCePHDBPQ2HexhANUWnRQdjtnYG9UQRQaDVKiCXUMj

9f6ixjN9DAz+SqndPksE0Ux0cgfkTEfi9N+5c7rCxzZYgH8UlFiDAgMBAAGjUzBR

MB0GA1UdDgQWBBRaOW9HUg7eACHGDuPMcc/k7nPmbjAfBgNVHSMEGDAWgBRaOW9H

Ug7eACHGDuPMcc/k7nPmbjAPBgNVHRMBAf8EBTADAQH/MA0GCSqGSIb3DQEBDQUA

A4ICAQCu1kx2rnRp9oiPw3Y2WuJ2hnzkMTUGPv4rpX0hgVSLNAEiDEvujz/pnHaJ

83+JZuMHebAQnWHXVaUdmzn7Yw9WsZoXu15st0WMOAC8cUZ4uD0t1osPJTSuc3hA

F0ZG3tHzuJBpX4T6pVrZ3jJvuY5vGJGCMwRdS4V7e6wQmLjzqf3oq05y9JlvKBYX

JdU69BynZ1vEtUuC91WJTTvlqLtbAS6LTSmnSYWscNpP4KOTXNfdf8HlKFRKGR2e

cVyAXu9bA89HeEeG8ztceyD2GO+S7xBNuZRV11Oi2xO59rJJAzzrIO1W8oda5lac

JVRI+n8w+hLG+bbq+24s9tVB0MBZj3/honpYRLOYMAT507YlOvDPjreudYHWJSLG

cTjRH0dtIgqbi8uTH3iJ2yWTq92OfGSSERofVdSOPrlzH5GpkpeIoRcYlP1KLnIy

wxlI4E7W50PX5rMKMIp4/p6ALgA7psuC7ZTzk3f7R/tmHBSNb5JiSbp7MjI+iVRE

zZX73VW1nLf4YaSS+MYNudAQl0ZoUvK3f0QEj4NwzRjDkdsUKI+X7Q2p03foBMCU

4ijSDMvjyn3JEvT878Fxh7KB4IbZKh3kj9RetGaGEljjgv/Pg3h2gu+GNPgk30xJ

TfK5QkRaYenm9aWKpHHf4hpUQlMKawxdS1k+3gVGwWu8YM/a0A==

-----END CERTIFICATE-----
+ +

对这个证书进行解析的方法是用一个在线的工具 http://lapo.it/asn1js/。

+

可以把上面base64编码的证书复制到网站解码之后，可以看到类似如下的结果。

+

cert-parse

+

ASN.1的编码基本上遵循的是type+length+value的方式。

+

ASN.1的数据tag大概有以下几种，

+ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
typetagNumber
Boolean0x01
Integer0x02
BitString0x03
OctetString0x04
Null0x05
ObjectIdentifier0x06
Enumerated0x0a
UTF8String0x0c
Sequence0x10
Set0x11
PrintableString0x13
IA5String0x16
UTCTime0x17
UnicodeString0x1e
+

那么具体看一下以上ca证书的前四个字节是什么含义。

+
30 82 05 C1
+ +
    +

  1. 首先看是什么type。第一个字节0x30描述了type信息。tagClass = 0x30 >> 6 = 0 ，表示universal isConstructed = 0x30 & 0x20 = True，对于sequence基本都是true, +tagNumber = 0x30 & 0x1F = 0x10 ，因此对应的Sequence

    +
    2. +

  2. 接下来计算长度。 +第二个字节为0x82, +分两种情况，判断表达式，byte & 0x7F == byte 如果为true就是小于127。否则就是大于127。

    +
    3. +
+
    +
  • 长度是小于127(short form) +那么该该字节就是length，之后就是value的内容。
    • +
  • 长度大于127(long form)， +byte & 0x7F 表示length的编码长度。
    • +
+

对于以上的例子，0x82是long form +因为

+
( 0x82 == (0x82 & 0x7F) = False
+

那么表示长度的字节数量是

+
0x82 & 0x7F = 0x2
+

因此’0x82’之后的两个字节’0x05’和’0xC1’组成长度。

+
0x05C1 = 1473
+

两个字节表示value的长度1473。

+

因此，

+
30 82 05 C1
+

这个头四个字节的含义是，这个是Sequence类型， +长度是1473，这四节之后的1473个字节就是Sequence类型的值。

+]]> + + X.509 + ASN.1 + + + + k3s的Pod无法解析内网域名 + /zh-hans/2021/12/26/pod-resolve-dn/ + 问题

jetson tx2开发板上安装了docker和k3s，部署了一个pod，发现日志报错

+
"dial tcp: lookup esmp-cloud-sync.dev.ennew.com on 10.43.0.10:53: no such host"
+

其中esmp-cloud-sync.dev.ennew.com是内网域名，说明pod无法解析该域名。

+ + +

但是宿主机上能ping通该域名。

+

环境

    +
  • os : ubuntu18.04
    • +
  • k3s: v1.18.9+k3s1
    • +
  • cpu arch : arm64
    • +
  • coreDNS: 1.6.9
    • +
+

排查过程

首先检查宿主机的域名服务器设置。 +如果不正常，则需要设置正确的域名服务器。并重启k3s服务和pod。 +如果正常，则进一步检查k3s的DNS设置。而k3s的网络域名解析是由coreDNS控制的。

+

查看宿主机的DNS设置

宿主机的DNS设置，查看/etc/resolv.conf

+
$ cat /etc/resolv.conf 
+# Dynamic resolv.conf(5) file for glibc resolver(3) generated by resolvconf(8)
+#     DO NOT EDIT THIS FILE BY HAND -- YOUR CHANGES WILL BE OVERWRITTEN
+# 127.0.0.53 is the systemd-resolved stub resolver.
+# run "systemd-resolve --status" to see details about the actual nameservers.
+
+nameserver 127.0.0.53
+search addom.xinaogroup.com
+
+

运行”systemd-resolve –status”查看实际的nameservers。

+
$ systemd-resolve --status
+...
+      DNS Servers: 10.36.8.40
+                    10.36.8.41
+                    127.0.0.1
+        DNS Domain: ~.
+                    addom.xinaogroup.com 
+...
+
+

可以看到实际的域名服务器。pod里无法ping通的域名esmp-cloud-sync.dev.ennew.com，在宿主机环境是可以的。

+

查看pod的DNS设置

pod的DNS设置是由CoreDNS控制的。但是进入CoreDNS的pod，使用kubectl exec是不行的。需要使用边车模式， +先查看运行CoreDNS的容器的ID，然后用docker再启动一个容器。（因为k3s server是基于dockerd运行的，所以 +可以用docker ps查看CoreDNS pod里的容器）

+
docker ps | grep coredns
+ID=8afb33b91c9f
+docker run -it --net=container:$ID --pid=container:$ID --volumes-from=$ID alpine sh
+
+

然后就可以查看CoreDNS的corefile配置文件

+
# cat /etc/coredns/Corefile 
+.:53 {
+    errors
+    health
+    ready
+    kubernetes cluster.local in-addr.arpa ip6.arpa {
+      pods insecure
+      upstream
+      fallthrough in-addr.arpa ip6.arpa
+    }
+    hosts /etc/coredns/NodeHosts {
+      reload 1s
+      fallthrough
+    }
+    prometheus :9153
+    forward . /etc/resolv.conf
+    cache 30
+    loop
+    reload
+    loadbalance
+}
+
+

从forward . /etc/resolv.conf 可以看出，由/etc/resolv.conf文件接管DNS设置。进一步查看该文件，

+
  # cat /etc/resolv.conf 
+  nameserver 8.8.8.8
+
+

可以发现这里设置的nameserver是8.8.8.8，而不是10.36.8.40。因此在pod里虽然可以ping通公网域名 +，例如www.baidu.com，但是无法ping通内网域名esmp-cloud-sync.dev.ennew.com

+

另外查看CoreDNS的pod日志也可以看到无法解析内网域名esmp-cloud-sync.dev.ennew.com的错误。

+

分析问题

从排查结果可以看到，主要问题在于CoreDNS的DSN设置与宿主机的DNS设置不同，导致解析内网域名解析失败。这一点比较奇怪，通常k3s默认 +会继承宿主机的DNS设置。

+

也就是pod里的/etc/resolv.conf，没有与宿主机的/etc/resolv.conf的内容一致。

+

再回头看看我们要解决的问题——pod里解析内网域名，那么最直接的方案就是修改CoreDNS的Corefile， +修改forward . /etc/resolv.conf 为forward . 10.36.8.40

+

但是这种方法的缺点是显而易见的，写死了。 我们还是希望找到一个方法能够令/etc/resolv.conf与宿主机的/etc/resolv.conf的内容一致

+

解决方法

宿主机的/etc/resolv.conf文件是一个指向 /run/systemd/resolve/resolv.conf的软链接，查看该文件的内容

+
$ cat /run/systemd/resolve/resolv.conf
+# This file is managed by man:systemd-resolved(8). Do not edit.
+#
+# This is a dynamic resolv.conf file for connecting local clients directly to
+# all known uplink DNS servers. This file lists all configured search domains.
+#
+# Third party programs must not access this file directly, but only through the
+# symlink at /etc/resolv.conf. To manage man:resolv.conf(5) in a different way,
+# replace this symlink by a static file or a different symlink.
+#
+# See man:systemd-resolved.service(8) for details about the supported modes of
+# operation for /etc/resolv.conf.
+
+nameserver 10.36.8.40
+nameserver 10.36.8.41
+nameserver 127.0.0.1
+search addom.xinaogroup.com
+
+

可以看到含有正确的nameservers。

+

另外 k3s 有启动参数--resolv-conf,可以指定默认的resolv.conf。

+

修改/etc/systemd/system/k3s.service，增加启动参数--resolv-conf /run/systemd/resolve/resolv.conf

+
...
+ExecStart=/usr/local/bin/k3s \
+server \
+'--docker' \
+'--write-kubeconfig' \
+'/home/tx2/.kube/config' \
+'--write-kubeconfig-mode' \
+'666' \
+'--resolv-conf' \
+'/run/systemd/resolve/resolv.conf'
+
+

然后重新启动k3s，并且删除CoreDNS的pod（kubectl delete pod -n kube-system coredns-xxxx），令其自动创建一个新的pod。

+

这时候再查看CoreDNS pod里的/etc/resolv.conf, 内容一致了，

+
/ # cat /etc/resolv.conf
+nameserver 10.36.8.40
+nameserver 10.36.8.41
+nameserver 127.0.0.1
+search addom.xinaogroup.com
+
+

问题解决了。

+

参考

+]]> + + k3s + docker + pod + coredns + + + + CLion2021调试Makefile项目 + /zh-hans/2021/07/15/2021-7-15-clion-makefile-debug/ + CLion介绍

CLion是一款针对C/C++项目的跨平台的集成IDE（A cross-platform IDE for C and C++）。2020版本以前，只支持cmake项目， +但是2021版本对Makefile项目的支持度增加了。我们看看如何对Makefile项目进行断点调试。

+ + +

我们用一个实际的项目作为例子。

+

Go1.4源码

Go语言项目从源码编译有几种方式，其中一种方式是基于Bootstrap toolchain from C source code, +也就是说，首先编译Go 1.4版本，然后用编译出来的Go，编译最新的Go版本。(UPDATE: Mac12.1 Monterey系统上不支持)

+

那么我下载这个Go1.4版本，go1.4-bootstrap-20171003.tar.gz， +解压到某个路径下。

+
~/work/go1.4/ ls          
AUTHORS      LICENSE      README       api          doc          include      misc         robots.txt   test
CONTRIBUTORS PATENTS      VERSION      bin          favicon.ico  lib          pkg          src
+ +

进入src路径下，运行make.bash文件，则开始编译。（当然需要build相关的工具）。为了看清楚bash脚本执行的内容，我们修改make.bash的 +第一行改为 set -ex, 这样会打印详细的执行内容如下，

+
g1.4/src/ $  ./make.bash 
+ '[' '!' -f run.bash ']'
+ case "$(uname)" in
++ uname
+ ld --version
+ grep 'gold.* 2\.20'
+ for se_mount in /selinux /sys/fs/selinux
+ '[' -d /selinux -a -f /selinux/booleans/allow_execstack -a -x /usr/sbin/selinuxenabled ']'
+ for se_mount in /selinux /sys/fs/selinux
+ '[' -d /sys/fs/selinux -a -f /sys/fs/selinux/booleans/allow_execstack -a -x /usr/sbin/selinuxenabled ']'
++ uname -s
+ '[' Darwin == GNU/kFreeBSD ']'
+ rm -f ./runtime/runtime_defs.go
+ echo '# Building C bootstrap tool.'
# Building C bootstrap tool.
+ echo cmd/dist
cmd/dist
++ cd ..
++ pwd
+ export GOROOT=/Users/ym/work/go1.4
+ GOROOT=/Users/ym/work/go1.4
+ GOROOT_FINAL=/Users/ym/work/go1.4
+ DEFGOROOT='-DGOROOT_FINAL="/Users/ym/work/go1.4"'
+ mflag=
+ case "$GOHOSTARCH" in
++ uname
+ '[' Darwin == Darwin ']'
+ mflag=' -mmacosx-version-min=10.6'
++ type -t gcc
++ type -t clang
+ '[' -z '' -a -z file -a -n file ']'
+ gcc -mmacosx-version-min=10.6 -O2 -Wall -Werror -o cmd/dist/dist -Icmd/dist '-DGOROOT_FINAL="/Users/ym/work/go1.4"' cmd/dist/arm.c cmd/dist/buf.c cmd/dist/build.c cmd/dist/buildgc.c cmd/dist/buildgo.c cmd/dist/buildruntime.c cmd/dist/main.c cmd/dist/plan9.c cmd/dist/unix.c cmd/dist/windows.c
++ ./cmd/dist/dist env -p
+ eval 'CC="clang"' 'CC_FOR_TARGET="clang"' 'GOROOT="/Users/ym/work/go1.4"' 'GOBIN="/Users/ym/me/go/test/bin"' 'GOARCH="amd64"' 'GOOS="darwin"' 'GOHOSTARCH="amd64"' 'GOHOSTOS="darwin"' 'GOTOOLDIR="/Users/ym/work/go1.4/pkg/tool/darwin_amd64"' 'GOCHAR="6"' 'PATH="/Users/ym/me/go/test/bin:/usr/local/opt/openssl@1.1/bin:/usr/local/opt/postgresql@12/bin:/Users/ym/work/go1.4/bin:/usr/local/Homebrew/bin:/usr/local/sbin:/usr/local/bin:/usr/local/bin:/usr/bin:/bin:/usr/sbin:/sbin:/usr/local/go/bin:/usr/local/share/dotnet:~/.dotnet/tools:/Library/Apple/usr/bin:/Library/Frameworks/Mono.framework/Versions/Current/Commands:/Users/ym/mybin/apache-maven-3.6.0/bin:/Users/ym/me/go/test/bin:/Users/ym/.rvm/bin:/Users/ym/mybin/spark-2.4.3-bin-hadoop2.7/bin/"'
++ CC=clang
++ CC_FOR_TARGET=clang
++ GOROOT=/Users/ym/work/go1.4
++ GOBIN=/Users/ym/me/go/test/bin
++ GOARCH=amd64
++ GOOS=darwin
++ GOHOSTARCH=amd64
++ GOHOSTOS=darwin
++ GOTOOLDIR=/Users/ym/work/go1.4/pkg/tool/darwin_amd64
++ GOCHAR=6
++ PATH='/Users/ym/me/go/test/bin:/usr/local/opt/openssl@1.1/bin:/usr/local/opt/postgresql@12/bin:/Users/ym/work/go1.4/bin:/usr/local/Homebrew/bin:/usr/local/sbin:/usr/local/bin:/usr/local/bin:/usr/bin:/bin:/usr/sbin:/sbin:/usr/local/go/bin:/usr/local/share/dotnet:~/.dotnet/tools:/Library/Apple/usr/bin:/Library/Frameworks/Mono.framework/Versions/Current/Commands:/Users/ym/mybin/apache-maven-3.6.0/bin:/Users/ym/me/go/test/bin:/Users/ym/.rvm/bin:/Users/ym/mybin/spark-2.4.3-bin-hadoop2.7/bin/'
+ '[' '' = true ']'
+ echo

+ '[' '' = --dist-tool ']'
+ echo '# Building compilers and Go bootstrap tool for host, darwin/amd64.'
# Building compilers and Go bootstrap tool for host, darwin/amd64.
+ buildall=-a
+ '[' '' = --no-clean ']'
+ ./cmd/dist/dist bootstrap -a -v
lib9
libbio
liblink
cmd/cc
cmd/gc
cmd/6l
/Users/ym/work/go1.4/src/cmd/6l/../ld/dwarf.c:1479:15: warning: implicit conversion from 'int' to 'char' changes value from 156 to -100 [-Wconstant-conversion]
/Users/ym/work/go1.4/src/cmd/6l/../ld/dwarf.c:1763:21: warning: implicit conversion from 'int' to 'char' changes value from 144 to -112 [-Wconstant-conversion]
/Users/ym/work/go1.4/src/cmd/6l/../ld/lib.h:168:13: note: expanded from macro 'cput'
cmd/6a
cmd/6c
/Users/ym/work/go1.4/src/cmd/6c/txt.c:995:28: warning: shifting a negative signed value is undefined [-Wshift-negative-value]
/Users/ym/work/go1.4/src/cmd/6c/txt.c:1045:28: warning: shifting a negative signed value is undefined [-Wshift-negative-value]
cmd/6g
/Users/ym/work/go1.4/src/cmd/6g/peep.c:771:13: warning: converting the enum constant to a boolean [-Wint-in-bool-context]
runtime
errors
sync/atomic
sync
io
unicode
unicode/utf8
unicode/utf16
bytes
math
strings
strconv
bufio
sort
container/heap
encoding/base64
syscall
time
os
reflect
fmt
encoding
encoding/json
flag
path/filepath
path
io/ioutil
log
regexp/syntax
regexp
go/token
go/scanner
go/ast
go/parser
os/exec
os/signal
net/url
text/template/parse
text/template
go/doc
go/build
cmd/go
+ cp cmd/dist/dist /Users/ym/work/go1.4/pkg/tool/darwin_amd64/dist
+ /Users/ym/work/go1.4/pkg/tool/darwin_amd64/go_bootstrap clean -i std
+ echo

+ '[' amd64 '!=' amd64 -o darwin '!=' darwin ']'
+ echo '# Building packages and commands for darwin/amd64.'
# Building packages and commands for darwin/amd64.
+ CC=clang
+ /Users/ym/work/go1.4/pkg/tool/darwin_amd64/go_bootstrap install -ccflags '' -gcflags '' -ldflags '' -v std
runtime
errors
sync/atomic
unicode
unicode/utf8
math
sort
encoding
unicode/utf16
container/list
sync
crypto/subtle
container/ring
image/color
runtime/race
container/heap
io
syscall
image/color/palette
hash
crypto/cipher
hash/crc32
crypto/hmac
hash/adler32
hash/crc64
hash/fnv
bytes
strings
bufio
text/tabwriter
path
html
compress/bzip2
time
strconv
math/rand
math/cmplx
os
reflect
regexp/syntax
crypto
encoding/base64
net/url
crypto/aes
crypto/rc4
crypto/md5
crypto/sha1
crypto/sha256
crypto/sha512
encoding/pem
encoding/ascii85
encoding/base32
image
path/filepath
net
os/signal
io/ioutil
os/exec
regexp
image/draw
image/jpeg
fmt
encoding/binary
cmd/pprof/internal/svg
crypto/des
index/suffixarray
cmd/internal/goobj
cmd/internal/rsc.io/arm/armasm
cmd/internal/rsc.io/x86/x86asm
debug/dwarf
debug/gosym
debug/plan9obj
flag
log
go/token
encoding/json
encoding/xml
text/template/parse
go/scanner
debug/elf
debug/macho
debug/pe
go/ast
compress/flate
text/template
math/big
encoding/hex
mime
net/textproto
cmd/internal/objfile
net/http/internal
compress/gzip
runtime/pprof
cmd/pack
cmd/pprof/internal/profile
cmd/pprof/internal/tempfile
archive/tar
archive/zip
cmd/addr2line
cmd/nm
crypto/elliptic
encoding/asn1
crypto/rand
go/parser
go/printer
go/doc
crypto/ecdsa
crypto/rsa
crypto/dsa
crypto/x509/pkix
mime/multipart
cmd/objdump
cmd/pprof/internal/plugin
crypto/x509
html/template
go/build
cmd/cgo
go/format
cmd/fix
cmd/gofmt
crypto/tls
cmd/pprof/internal/symbolizer
cmd/pprof/internal/symbolz
cmd/pprof/internal/report
cmd/yacc
compress/lzw
compress/zlib
database/sql/driver
database/sql
encoding/csv
encoding/gob
cmd/pprof/internal/commands
image/gif
cmd/pprof/internal/driver
image/png
log/syslog
net/mail
os/user
runtime/debug
testing
testing/iotest
net/http
net/smtp
testing/quick
text/scanner
cmd/go
cmd/pprof/internal/fetch
expvar
net/http/cgi
net/http/cookiejar
net/http/httptest
net/http/httputil
net/http/pprof
cmd/pprof
net/rpc
net/http/fcgi
net/rpc/jsonrpc
+ echo

+ rm -f /Users/ym/work/go1.4/pkg/tool/darwin_amd64/go_bootstrap
+ '[' '' '!=' --no-banner ']'
+ /Users/ym/work/go1.4/pkg/tool/darwin_amd64/dist banner

---
Installed Go for darwin/amd64 in /Users/ym/work/go1.4
Installed commands in /Users/ym/me/go/test/bin
+ +

我们看到15-33行, 首先编译了cmd/dist文件夹下的c代码，生成了一个dist可执行文件，并调用了 /cmd/dist/dist env -p

+
+# Building C bootstrap tool.
++ echo cmd/dist
+cmd/dist
+++ cd ..
+++ pwd
++ export GOROOT=/Users/ym/work/go1.4
++ GOROOT=/Users/ym/work/go1.4
++ GOROOT_FINAL=/Users/ym/work/go1.4
++ DEFGOROOT='-DGOROOT_FINAL="/Users/ym/work/go1.4"'
++ mflag=
++ case "$GOHOSTARCH" in
+++ uname
++ '[' Darwin == Darwin ']'
++ mflag=' -mmacosx-version-min=10.6'
+++ type -t gcc
+++ type -t clang
++ '[' -z '' -a -z file -a -n file ']'
++ gcc -mmacosx-version-min=10.6 -O2 -Wall -Werror -o cmd/dist/dist -Icmd/dist '-DGOROOT_FINAL="/Users/ym/work/go1.4"' cmd/dist/arm.c cmd/dist/buf.c cmd/dist/build.c cmd/dist/buildgc.c cmd/dist/buildgo.c cmd/dist/buildruntime.c cmd/dist/main.c cmd/dist/plan9.c cmd/dist/unix.c cmd/dist/windows.c 
+++ ./cmd/dist/dist env -p
+
+ +

那么我们来看看怎么在CLion中调试/cmd/dist/dist env -p

+

CLion调试cmd/dist

如果要用CLion直接打开cmd/dist文件夹，会提示创建cmake项目，但是我们想直接使用调试Makefile项目。 +那么我们在cmd/dist目录下创建一个Makefile文件，内容如下

+
CFLAGS = -mmacosx-version-min=10.6 -g -Wall -Werror '-DGOROOT_FINAL="/Users/ym/work/go1.4"'
CC = gcc

SRC=arm.c buf.c build.c buildgc.c buildgo.c buildruntime.c main.c plan9.c unix.c windows.c
INCLUDE_DIR = ./


TARGET = dist

all: $(TARGET)

$(TARGET):
	$(CC) $(CFLAGS) -I$(INCLUDE_DIR) $(SRC) -o $@


clean:
	rm $(TARGET)

.PHONY: all clean
+ +

其实就是根据make.bash打印的gcc编译命令改写的。需要注意的是要增加-g选项，这样才能调试。

+

然后参考Run/Debug Configuration: Makefile Application

+

配置几个参数，核心要指定的就是Target和Executable文件 +clion-debug-makefile-config

+

最后先clean，然后断点调试unix.c文件中的main入口函数。

+

clion-makefile-debug-show

+

成功了。

+]]> + + debug + clion + makefile + + + + [leetcode 390]Elimination Game原创解法 + /zh-hans/2022/02/06/2022-2-6-leetcode-390/ + 题目概述

leetcode现在支持Go了，这次用Go写一个算法题——消除游戏。

+

原题链接

+
You have a list arr of all integers in the range [1, n] sorted in a strictly increasing order. Apply the following algorithm on arr:
+
+Starting from left to right, remove the first number and every other number afterward until you reach the end of the list.
+Repeat the previous step again, but this time from right to left, remove the rightmost number and every other number from the remaining numbers.
+Keep repeating the steps again, alternating left to right and right to left, until a single number remains.
+Given the integer n, return the last number that remains in arr.
+
+

Example 1:

+

Input: n = 9

+

Output: 6

+

Explanation:

+

arr = [1, 2, 3, 4, 5, 6, 7, 8, 9]

+

arr = [2, 4, 6, 8]

+

arr = [2, 6]

+

arr = [6]

+

简单说就是从左至右消除，再从右到左消除，如果不唯一继续这个过程。对于这个例子，输入是9，那么开始就有1-9， +9个数。第一次，消除{1,3,5,7,9}, 第二次消除{8,4},第三次消除{2},最后留下数字6。

+

老办法，先用naive、暴力的方法求解，再优化。

+ + +

暴力求解方法

基本思路就是

+
    +
  1. 生成一个数组，含有1-n，n个整数。
    2. +
  2. 从左到右消除，就是把偶数位置的数字依序移动到数组的左侧，并截取保留。例如从左至右消除数组[1,2,3,4,5,6,7,8,9], +移动偶数位置到左侧后，[2,4,6,8,5,6,7,8,9], 截取左侧后为[2,4,6,8]
    3. +
  3. 从右至左消除，就是把奇数位置的数字依序移动到数组的右侧，并截取保留。例如从右至左消除数组[2,4,6,8],移动奇数 +位置的数到右侧后，[2,4,2,6], 截取右侧后为[2,6]
    4. +
  4. 如果不为1，继续步骤2
    5. +
+

代码如下

+
//LastRemaining1 has time complexity O(n) and space complexity O(n)
func LastRemaining1(n int) int {
	arr := gen(n)

	leftToRight := true
	for len(arr) > 1 {
		if leftToRight {
			for i := 1; i < len(arr); i += 2 {
				arr[i/2] = arr[i]
			}
			length := len(arr) / 2
			arr = arr[0:length]
		} else {
			count := 0
			for i := 1; len(arr)-1-i >= 0; i += 2 {
				arr[len(arr)-1-i/2] = arr[len(arr)-1-i]
				count += 1
			}
			arr = arr[len(arr)-count:]
		}

		leftToRight = !leftToRight
	}

	return arr[0]
}

func gen(n int) []int {
	arr := make([]int, n)
	for i := 0; i < n; i++ {
		arr[i] = i + 1
	}
	return arr
}
+ +

这个时间和空间复杂度都是 O(n)\mathcal{O}(n) ，空间复杂度是 O(n)\mathcal{O}(n) +好理解。那么时间复杂度是怎么计算的呢？ 对于输入n，第一次消除遍历 n2\dfrac{n}{2} ，第二次消除遍历 n22\dfrac{n}{2^2} ， +第三次消除遍历n23\dfrac{n}{2^3} …因此总时间就是

+n2+n22+n23+…≈n\dfrac{n}{2} + \dfrac{n}{2^2} + \dfrac{n}{2^3} + \ldots \approx n + +

分析和优化后的算法

暴力解法直观，但是空间占用太多了，当n很大的时候，直接栈溢出了。那么该怎么优化呢。只能是找规律，通过发现递推关系来求解。

+

也就是说，假如我们要求解的函数为y=f(n)y=\mathcal{f}(n)，其中n就是输入的自然数。y为剩余的最后的数字。 +根据以往的经验我们考虑分治法，找到递推关系 f(n+1)=anf(n)+an−1f(n−1)+…\mathcal{f}(n+1) = a_n\mathcal{f}(n) + a_{n-1}\mathcal{f}(n-1) + \ldots

+

很显然，我们知道 f(1)=1\mathcal{f}(1) = 1 , f(2)=2\mathcal{f}(2) = 2 , f(3)=2\mathcal{f}(3) = 2

+

通过观察，我们可以发现这样一个递归过程，经过一轮从左至右和从右至左的消除后，余下一个长度为n4\dfrac{n}{4} 的新的数列。 +如果长度n4≤3\dfrac{n}{4} \leq 3 ，那么可以直接知道f(n4)\mathcal{f}(\dfrac{n}{4}) 的值，该值就是新数列的编号。 +取出新数列的该编号的值并返回。 +如果数列的长度大于3，那么返回新数列中编号为 f(n4)\mathcal{f}(\dfrac{n}{4}) 的数字。

+

也就是说我们发现了递推关系 f(n)=operator∗f(n4)\mathcal{f}(n) = operator*\mathcal{f}(\dfrac{n}{4})

+

举例说明我们的递归过程，当n=9时，经过一轮从左至右和从右至左的消除后，余下一个长度为2的数列[2,6], 因为f(2)=2\mathcal{f}(2) = 2 ， +所以返回数列[2,6]编号为2的数，也就是数字6。

+

代码实现如下

+
//LastRemaining2 has time complexity O(log(n)) and space complexity O(log(n))
//Runtime: 3 ms, faster than 85.71% of Go online submissions for Elimination Game.
//Memory Usage: 2.6 MB, less than 97.62% of Go online submissions for Elimination Game.
func LastRemaining2(n int) int {
	return f(n)
}

func f(n int) int {
	if n == 1 {
		return 1
	}
	if n == 2 || n == 3 {
		return 2
	}

	//经过一轮从左至右和从右至左消除后
	last := last(n)                    //数列的最后一个数字
	length := length(n)                //数列的长度
	return last - 4*(length-f(length)) //返回数列中，编号为f(length)的数字
}

func last(n int) int {
	return n - (n % 2) - 2
}

func length(n int) int {
	n /= 2
	n /= 2
	return n
}
+

时间复杂度和空间复杂度都是 O(log⁡n)\mathcal{O}(\log{}n) ，因为递归调用的次数为 log⁡4n=log⁡n2\log_{4}n = \dfrac{\log{}n}{2} 。

+]]> + + leetcode + 算法 + go + + + + 通过ChatGPT实现Rust语言的八皇后算法 + /zh-hans/2023/01/12/2023-1-12-8-queens-chatgpt/ + ChatGPT是什么？

ChatGPT是基于OpenAI项目的聊天机器人。

+

OpenAI项目由特斯拉创建，而ChatGPT的母公司当前估值$29bln，据说微软准备购买$10bln。

+ + +

目前ChatGPT不对中国开放，想要注册不光需要VPN，还需要手机短信验证。不过注册完成后登录不需要短信验证了。

+

具体怎么注册登录ChatGPT可以参考其它文章。

+

八皇后问题

八皇后问题（英文：Eight queens），是由国际象棋棋手马克斯·贝瑟尔于1848年提出的问题，是回溯算法的典型案例。 +问题表述为：在8×8格的国际象棋上摆放8个皇后，使其不能互相攻击， +即任意两个皇后都不能处于同一行、同一列或同一斜线上，问有多少种摆法。 +高斯认为有76种方案。

+

2023-1-12-8queens-problem

+

通过ChatGPT实现Rust语言的八皇后算法

直接问ChatGPT, “How to write eight queens algorithm in rust?” +如下图所示，直接就把rust代码实现显示出来，并进行了说明。

+

2023-1-12-8queens-chatgpt

+

把rust代码copy出来，增加测试代码test_eight_queen()。

+
fn eight_queens() {
    let mut board = vec![-1; 8];

    solve(&mut board, 0);
}

fn solve(board: &mut Vec<i32>, target_row: i32) {
    if target_row == 8 {
        print_board(board);
        return;
    }

    for column in 0..8 {
        if is_safe(board, target_row, column) {
            board[target_row as usize] = column as i32;
            solve(board, target_row + 1);
        }
    }
}

fn is_safe(board: &Vec<i32>, row: i32, column: i32) -> bool {
    for r in 0..row {
        let c = board[r as usize];

        if c == column ||
            (row - r).abs() == (column - c).abs() {
            return false;
        }
    }

    return true;
}

fn print_board(board: &Vec<i32>) {
    for r in 0..8 {
        for c in 0..8 {
            if board[r as usize] == c as i32 {
                print!("Q ");
            } else {
                print!(". ");
            }
        }

        println!("");
    }

    println!("");
}

#[cfg(test)]
mod tests {
    #[test]
    fn test_eight_queen() {
        super::eight_queens();
    }
}
+ +

运行

直接运行，没有错误。

+
hello $ cargo test --bin hello eight_queens::tests::test_eight_queen -- --show-output
    Finished test [unoptimized + debuginfo] target(s) in 0.11s
     Running unittests src/main.rs (target/debug/deps/hello-257baa7e5ed28221)

running 1 test
test eight_queens::tests::test_eight_queen ... ok

successes:

---- eight_queens::tests::test_eight_queen stdout ----
Q . . . . . . . 
. . . . Q . . . 
. . . . . . . Q 
. . . . . Q . . 
. . Q . . . . . 
. . . . . . Q . 
. Q . . . . . . 
. . . Q . . . . 

Q . . . . . . . 
. . . . . Q . . 
. . . . . . . Q 
. . Q . . . . . 
. . . . . . Q . 
. . . Q . . . . 
. Q . . . . . . 
. . . . Q . . . 

Q . . . . . . . 
. . . . . . Q . 
. . . Q . . . . 
. . . . . Q . . 
. . . . . . . Q 
. Q . . . . . . 
. . . . Q . . . 
. . Q . . . . . 

Q . . . . . . . 
. . . . . . Q . 
. . . . Q . . . 
. . . . . . . Q 
. Q . . . . . . 
. . . Q . . . . 
. . . . . Q . . 
. . Q . . . . . 

. Q . . . . . . 
. . . Q . . . . 
. . . . . Q . . 
. . . . . . . Q 
. . Q . . . . . 
Q . . . . . . . 
. . . . . . Q . 
. . . . Q . . . 

. Q . . . . . . 
. . . . Q . . . 
. . . . . . Q . 
Q . . . . . . . 
. . Q . . . . . 
. . . . . . . Q 
. . . . . Q . . 
. . . Q . . . . 

. Q . . . . . . 
. . . . Q . . . 
. . . . . . Q . 
. . . Q . . . . 
Q . . . . . . . 
. . . . . . . Q 
. . . . . Q . . 
. . Q . . . . . 

... ignore
...
...

successes:
    eight_queens::tests::test_eight_queen

test result: ok. 1 passed; 0 failed; 0 ignored; 0 measured; 22 filtered out; finished in 0.00s
+ +

最后

ChatGPT给人非常惊艳的感觉。我考虑以后经常使用它，如果它一直免费的话。

+]]> + + 算法 + ChatGPT + rust + + + + 使用Iced的过程中理解Rust的关联类型 + /zh-hans/2023/02/28/2023-2-28-associated-type/ + 关联类型(Associated type)

关联类型是Rust为了解决类型参数(type parameter)之间的依赖关系而引入的。清楚的解释引入动机的文章就是 +RFC095 +。

+ + +

同时，这篇文章详细说明了如何引用关联类型。

+

一个实际的例子

我们在使用Iced（一个跨平台的GUI库）开发一个自定义样式的button的时候， +遇到了关联类型。

+

以下代码创建一个button对象，宽度80，高50，样式怎么输入呢？

+
button(
    text(input).size(24)
        .vertical_alignment(Vertical::Center)
        .horizontal_alignment(Horizontal::Center)
)
    .padding(10)
    .width(80)
    .height(50)
    .style( ?? )    /// <-- 这里该写什么呢？
    .on_press(msg)
+

看看这个style方法的签名。

+
iced_native::widget::button 
impl<'a, Message, Renderer> Button<'a, Message, Renderer> 
where     
    Renderer: crate::Renderer,     
    Renderer::Theme: StyleSheet,
pub fn style(mut self, style: <Renderer::Theme as StyleSheet>::Style) -> Self
-------------------------------------------------------------
Sets the style variant of this Button.
+

style方法是Button结构体的一个关联方法。

+

Button结构体是一个组件，它有两个类型参数，Message和Renderer。 +其中Renderer类型参数的Bound在where中明确

+
    +
  • Renderer: crate::Renderer 需要实现crate::Renderer trait.
    • +
  • Renderer::Theme: StyleSheet 并且该crate::Renderer trait的Theme关联类型需要实现 StyleSheet trait.
    • +
+

crate::Renderer trait如下，有一个Theme关联类型

+
/// A component that can be used by widgets to draw themselves on a screen.
pub trait Renderer: Sized {
    /// The supported theme of the [`Renderer`].
    type Theme;
    ...
    ...
+ +

还是回到这个style方法pub fn style(mut self, style: <Renderer::Theme as StyleSheet>::Style) -> Self。

+

这个方法的入参style的类型是<Renderer::Theme as StyleSheet>::Style，这个PATH的前缀是 +<Renderer::Theme as StyleSheet> 表示实现了Renderer trait的类型的Theme关联类型 +需要实现StyleSheet trait。

+

因此<Renderer::Theme as StyleSheet>::Style完整的含义就是

+
    +
  1. 某个渲染类型 SomeRenderer 实现了crate::Renderer trait.
    2. +
  2. 某个样式板类型 SomeThemeType 实现了button::StyleSheet。
    3. +
  3. 且 SomeRenderer::Theme = SomeThemeType
    4. +
  4. <Renderer::Theme as StyleSheet>::Style就是 SomeThemeType::Style = < ?? >.
    5. +
+

因此style方法的入参的实际类型就是SomeStyleSheet::Style的实际类型。所以我们要找到SomeRenderer和SomeThemeType。

+
    +
  1. 先看crate::Renderer trait的实现类型有那些，可以看到Renderer<B, T>
    impl<B, T> iced_native::Renderer for Renderer<B, T>
    where
        B: Backend,
    {
        type Theme = T;
        ...
        ...
    2. +
+

这个结构体如下，

+
/// A backend-agnostic renderer that supports all the built-in widgets.
#[derive(Debug)]
pub struct Renderer<B: Backend, Theme> {
    backend: B,
    primitives: Vec<Primitive>,
    theme: PhantomData<Theme>,
}
+

这个似乎就是我们要找的 SomeRenderer。但是这个Renderer<B, T>有两个类型参数，第二个就是Theme类型参数。还是没有看到 +这个类型参数具体的类型是什么。继续看哪里使用了这个带有类型参数的结构体Renderer<B, T>。

+
/// A [`wgpu`] graphics renderer for [`iced`].
///
/// [`wgpu`]: https://github.com/gfx-rs/wgpu-rs
/// [`iced`]: https://github.com/iced-rs/iced
pub type Renderer<Theme = iced_native::Theme> =
    iced_graphics::Renderer<Backend, Theme>;
+

这里看到声明了一个新的类型iced_wgpu::Renderer，并且指定了Theme = iced_style::theme::Theme。 +这个新的类型在哪里使用了呢？

+
impl<Theme> iced_graphics::window::Compositor for Compositor<Theme> {
    type Settings = Settings;
    type Renderer = Renderer<Theme>;
    type Surface = wgpu::Surface;

    fn new<W: HasRawWindowHandle + HasRawDisplayHandle>(
        settings: Self::Settings,
        compatible_window: Option<&W>,
    ) -> Result<(Self, Self::Renderer), Error> {
        let compositor = futures::executor::block_on(Self::request(
            settings,
            compatible_window,
        ))
        .ok_or(Error::GraphicsAdapterNotFound)?;

        let backend = compositor.create_backend();

        Ok((compositor, Renderer::new(backend)))  /// <--- 这里的Renderer就是指定了Theme的Renderer<B,T>
    }
+

因此这个iced_wgpu::Renderer就是我们要找的SomeRenderer，而SomeRenderer::Theme就是 +iced_style::theme::Theme就是我们要找的SomeThemeType。

+
    +
  1. 接着看iced_style::theme::Theme类型如何实现button::StyleSheet trait +button_stylesheet_for_theme +从这里可以看到 SomeThemeType::Style = iced_style::theme::Button +因此style方法的入参是iced_style::theme::Button, 是一个枚举类型。
    2. +
+
/// The style of a button.
#[derive(Default)]
pub enum Button {
    /// The primary style.
    #[default]
    Primary,
    /// The secondary style.
    Secondary,
    /// The positive style.
    Positive,
    /// The destructive style.
    Destructive,
    /// The text style.
    ///
    /// Useful for links!
    Text,
    /// A custom style.
    Custom(Box<dyn button::StyleSheet<Style = Theme>>),
}
+

从定义可以看出，如果我们要实现自定义的样式就需要使用Button::Custom(Box::new(??)).

+

而button::StyleSheet<Style = Theme>类型意思是某类型实现了button::StyleSheet trait, +并且关联类型Style = iced_style::theme::Theme.

+

所以我们可以写一个自定义的button样式了。

+
struct ButtonStyle;

impl StyleSheet for ButtonStyle {
    type Style = iced_style::theme::Theme; ///<-- 这里可以简写为 type Style = Theme;

    fn active(&self, style: &Self::Style) -> Appearance {
        Appearance {
            shadow_offset: Default::default(),
            background: Some(Background::Color(Color::from_rgb8(204, 204, 204))),
            border_radius: 5.0,
            border_width: 0.0,
            border_color: Default::default(),
            text_color: Color::from_rgb8(0, 0, 0),
        }
    }
}
+

style方法的入参就是Button::Custom(Box::new(ButtonStyle{}))。

+

最后style方法的使用如下

+
button(
    text(input).size(24)
        .vertical_alignment(Vertical::Center)
        .horizontal_alignment(Horizontal::Center)
)
    .padding(10)
    .width(80)
    .height(50)
    .style( Button::Custom(Box::new(ButtonStyle{})) ) /// 这里该写什么呢？
    .on_press(msg)
+ +

关于Iced

Iced使用的Elm模型非常容易使用。我用它实现一个简单的计算器。 +calculator

+

总结

关联类型是Rust非常重要的特性。如果不深入理解的话，编译的错误信息都看不明白。

+]]> + + rust + iced + + + + MacOS下基于CMake自动打包部署Qt5项目 + /zh-hans/2023/06/07/2023-6-7-qt5-macos-bundle-app/ + Qt5项目打包部署

MacOS下打包部署Qt5项目可以参考Qt for macOS - Deployment。 +这里采用cmake构建Qt5项目。

+ + +

CMake打包要点说明

MacOS下针对一个PicPicker的具体项目，说明CMake打包项目的要点:

+
    +
  1. 设置针对构建Qt项目的全局选项。
    # MOC（Meta-Object Compiler）是 Qt 框架中的一个工具，它用于在编译时生成元对象代码（meta-object code）。
    set(CMAKE_AUTOMOC ON)  

    # RCC（Resource Compiler）是 Qt 框架中的一个工具，它用于将应用程序所需的资源文件（如图像、音频、样式表等）编译成二进制文件，并将其嵌入到可执行文件中，以便在运行时使用。
    set(CMAKE_AUTORCC ON)  

    # UIC（User Interface Compiler）是 Qt 框架中的一个工具，它用于将 Qt Designer 设计的用户界面（UI）文件（.ui 文件）编译成 C++ 代码，以便在应用程序中使用。
    set(CMAKE_AUTOUIC ON)  

    # 将当前目录包含到查找头文件的路径中，以便在处理 *.ui 文件时能够正确地找到相关的头文件。
    set(CMAKE_INCLUDE_CURRENT_DIR ON)
    2. +
  2. find_package 命令用于查找指定的软件包，并加载该软件包所提供的一些变量和模块。
    find_package(Qt5 COMPONENTS
            Core
            Gui
            Widgets
            Xml
            REQUIRED)
    3. +
  3. QT5_ADD_RESOURCES 是 CMake 中用于将 Qt 资源文件（.qrc 文件）编译成 C++ 代码的命令。
    # MyResources 是生成的 C++ 代码的输出文件名，application.qrc 是要编译的 Qt 资源文件的路径和文件名
    QT5_ADD_RESOURCES(MyResources application.qrc)
    4. +
  4. 应用图标icns打包设置和国际化的打包路径设置
    # 这样会设置应用图标的文件名
    set(MACOSX_BUNDLE_ICON_FILE AppIcon.icns)
    # 把"${CMAKE_SOURCE_DIR}/AppIcon.icns"图标打包到"Resources/"路径下
    set(app_icon_macos "${CMAKE_SOURCE_DIR}/AppIcon.icns")
    set_source_files_properties(${app_icon_macos} PROPERTIES MACOSX_PACKAGE_LOCATION "Resources")

    # 把国际化的*.qm打包到"Resources/l10n"路径下（这里目录l10n可以修改）
    set_source_files_properties(${l10n_files} PROPERTIES MACOSX_PACKAGE_LOCATION "Resources/l10n")
    5. +
  5. 构建可执行二进制目标为PicPicker。
    add_executable(PicPicker
            ${SOURCES}
            ${MyResources}
            ${app_icon_macos}
            ${l10n_files}
            )

    # 这里的设置会告诉cmake在生成目标文件PicPicker之后，创建PicPicker.app/Contents/目录结构，并把二进制复制到
    # "PicPicker.app/Contents/MacOS/"路径下。因此PicPicker运行时读取资源文件的相对路径为"../Resources/"
    set_target_properties(PicPicker PROPERTIES
            MACOSX_BUNDLE TRUE
            )

    target_link_libraries(PicPicker
            Qt5::Core
            Qt5::Gui
            Qt5::Widgets
            Qt5::Xml
            )
    6. +
  6. 使用 macdeployqt 工具自动处理Qt库的依赖关系和相关文件，将应用程序打包成一个独立的、可执行的 macOS 应用程序包（.app 文件），以便在其他机器上运行。
    # 找到环境macdeployqt工具
    get_target_property(_qmake_executable Qt5::qmake IMPORTED_LOCATION)
    get_filename_component(_qt_bin_dir "${_qmake_executable}" DIRECTORY)
    find_program(MACDEPLOYQT_EXECUTABLE macdeployqt HINTS "${_qt_bin_dir}")

    # 添加自定义命令，执行的时间为PicPicker二进制构建完成。
    add_custom_command(TARGET PicPicker POST_BUILD
            COMMAND ${CMAKE_COMMAND} -E copy
            "${CMAKE_CURRENT_SOURCE_DIR}/AppIcon.icns"
            "$<TARGET_FILE_DIR:PicPicker>/../Resources/"
            COMMENT "Copy AppIcon.icns to Resources/"
            &&
            COMMAND "${MACDEPLOYQT_EXECUTABLE}"
            ARGS "PicPicker.app" "-dmg" "-always-overwrite" "-no-strip"
            COMMENT "Execute macdeployqt to create macOS bundle"
            )
    7. +
+

注意

+

MACOSX_BUNDLE设置为TRUE已经会把文件拷贝到相应的路径，而这里再做一遍是因为 +POST_BUILD 事件的触发是PicPicker链接完成，而不是复制文件到PicPicker.app的目录下， +因此会造成当进行dmg打包的时候，图标文件还没有复制到目录下。日志如下：

+
[100%] Linking CXX executable PicPicker.app/Contents/MacOS/PicPicker
Execute macdeployqt to create macOS bundle
Copying OS X content PicPicker.app/Contents/Resources/AppIcon.icns
[100%] Built target PicPicker
+ +

所以只能用此下策。使用cmake第二遍拷贝到$<TARGET_FILE_DIR:PicPicker>/../Resources/路径下。

+

PicPicker目标文件的路径是PicPicker.app/MacOS/PicPicker,因此$<TARGET_FILE_DIR:PicPicker>就是 +PicPicker.app/MacOS/，所以$<TARGET_FILE_DIR:PicPicker>/../Resources/就是PicPicker.app/Resources/

+

CMakeLists.txt完整内容

仅供参考

+
cmake_minimum_required(VERSION 3.23)
project(picpicker)

set(CMAKE_CXX_STANDARD 14)
set(CMAKE_AUTOMOC ON)
set(CMAKE_AUTORCC ON)
set(CMAKE_AUTOUIC ON)
# for *.ui to include current dir to find headers.
set(CMAKE_INCLUDE_CURRENT_DIR ON)

find_package(Qt5 COMPONENTS
        Core
        Gui
        Widgets
        Xml
        REQUIRED)

set(SOURCES
        src/main.cpp
        src/mainwindow.cpp
        src/AppModel.cpp
        )

set(l10n_files
        )

QT5_ADD_RESOURCES(MyResources application.qrc)

set(MACOSX_BUNDLE_ICON_FILE AppIcon.icns)
set(app_icon_macos "${CMAKE_SOURCE_DIR}/AppIcon.icns")
set_source_files_properties(${app_icon_macos} PROPERTIES MACOSX_PACKAGE_LOCATION "Resources")
set_source_files_properties(${l10n_files} PROPERTIES MACOSX_PACKAGE_LOCATION "Resources/l10n")

add_executable(PicPicker
        ${SOURCES}
        ${MyResources}
        ${app_icon_macos}
        ${l10n_files}
        )

set_target_properties(PicPicker PROPERTIES
        MACOSX_BUNDLE TRUE
        )

target_link_libraries(PicPicker
        Qt5::Core
        Qt5::Gui
        Qt5::Widgets
        Qt5::Xml
        )

get_target_property(_qmake_executable Qt5::qmake IMPORTED_LOCATION)
get_filename_component(_qt_bin_dir "${_qmake_executable}" DIRECTORY)
find_program(MACDEPLOYQT_EXECUTABLE macdeployqt HINTS "${_qt_bin_dir}")

add_custom_command(TARGET PicPicker POST_BUILD
        COMMAND ${CMAKE_COMMAND} -E copy
        "${CMAKE_CURRENT_SOURCE_DIR}/AppIcon.icns"
        "$<TARGET_FILE_DIR:PicPicker>/../Resources/"
        COMMENT "Copy AppIcon.icns to Resources/"
        &&
        COMMAND "${MACDEPLOYQT_EXECUTABLE}"
        ARGS "PicPicker.app" "-dmg" "-always-overwrite" "-no-strip"
        COMMENT "Execute macdeployqt to create macOS bundle"
        )
+ +

总结

    +
  1. 因为没有使用QML，所以没有考虑打包QML文件的情况。
    2. +
  2. 只是在Mac平台下。
    3. +
  3. -no-strip参数在发布的时候要去掉，这里添加是为了开发时方便debug。
    4. +
  4. -always-overwrite参数也是为了方便，直接覆盖已经产生的dmg文件。
    5. +
+]]> + + qt5 + cmake + macos + bundle + + + + 玩一下LangChain + /zh-hans/2023/06/08/2023-6-8-langchain-openai/ + 什么是LangChain

自从ChatGPT出现以来，就一直在使用，那么ChatGPT毕竟是有局限性的，因为ChatGPT训练的语料是有限的。很多问题回答不了， +也经常会胡言乱语闹笑话。

+

但是ChatGPT背后的大语言模型LLM是可以扩展的，也就是说，可以把特定的领域知识让LLM（大语言模型）学习。这样就在一定 +程度上解决了局限性。

+

而LangChain项目就是这样的杀手锏，这里是官方文档。

+ + +

本文代码和例子参考了使用langchain打造自己的大型语言模型(LLMs)，对中文资料进行处理。

+

OpenAI的key

LangChain是一个框架，如果要使用，则需要调用大语言模型的API。正好有一朋友申请了OPENAI_API_KEY，这样就可以开始 +跑跑代码了。

+

代码

以下是Python代码。

+
import os
from langchain.embeddings.openai import OpenAIEmbeddings
from langchain.vectorstores import Chroma
from langchain.text_splitter import TokenTextSplitter
from langchain.llms import OpenAI
from langchain.document_loaders import DirectoryLoader
from langchain.chains import RetrievalQAWithSourcesChain, ChatVectorDBChain
import jieba as jb

os.environ["OPENAI_API_KEY"] = "sk-xxxxxxx"  # <-- 这里替换为申请的key


def preprocess_txt():
    """
由于中文的语法的特殊性，对于中文的文档必须要做一些预处理工作：词语的拆分，
也就是要把中文的语句拆分成一个个基本的词语单位，这里我们会用的一个分词工具：jieba，
它会帮助我们对资料库中的所有文本文件进行分词处理。不过我们首先将这3个时事新闻的文本文件放置到Data文件夹下面，
然后在data文件夹下面再建一个子文件夹:cut, 用来存放被分词过的文档：
    """
    files = ['天龙八部.txt']

    for file in files:
        # 读取data文件夹中的中文文档
        my_file = f"./data/{file}"
        with open(my_file, "r", encoding='utf-8') as f:
            data = f.read()

        # 对中文文档进行分词处理
        cut_data = " ".join([w for w in list(jb.cut(data))])
        # 分词处理后的文档保存到data文件夹中的cut子文件夹中
        cut_file = f"./data/cut/cut_{file}"
        with open(cut_file, 'w') as f:
            f.write(cut_data)
            f.close()


def embeddings():
    # 加载文档
    loader = DirectoryLoader('./data/cut', glob='**/*.txt')
    docs = loader.load()
    # 文档切块
    text_splitter = TokenTextSplitter(chunk_size=1000, chunk_overlap=0)
    doc_texts = text_splitter.split_documents(docs)
    # 调用openai Embeddings
    embeddings = OpenAIEmbeddings()
    # 向量化
    vectordb = Chroma.from_documents(doc_texts, embeddings, persist_directory="./data/cut")
    vectordb.persist()


def ask():
    embeddings = OpenAIEmbeddings()

    docsearch = Chroma(persist_directory="./data/cut", embedding_function=embeddings)

    chain = ChatVectorDBChain.from_llm(OpenAI(temperature=0, model_name="gpt-3.5-turbo"), docsearch,
                                       return_source_documents=True)

    while True:
        try:
            # code to be executed repeatedly
            user_input = input("What's your question: ")

            chat_history = []
            result = chain({"question": user_input, "chat_history": chat_history})

            print("Answer: " + result["answer"].replace('\n', ' '))
        except KeyboardInterrupt:
            # code to be executed when Ctrl+C is pressed
            break


if __name__ == '__main__':
    preprocess_txt()
    embeddings()
    ask()
+ +

代码依赖模块

Python3.11安装依赖

+
pip install -r requirements.txt
+ +

requirements.txt内容如下：

+
aiohttp==3.8.4
aiosignal==1.3.1
anyio==3.7.0
argilla==1.8.0
async-timeout==4.0.2
attrs==23.1.0
backoff==2.2.1
certifi==2023.5.7
cffi==1.15.1
chardet==5.1.0
charset-normalizer==3.1.0
chromadb==0.3.26
click==8.1.3
clickhouse-connect==0.6.0
coloredlogs==15.0.1
commonmark==0.9.1
contourpy==1.0.7
cryptography==41.0.1
cycler==0.11.0
dataclasses-json==0.5.7
Deprecated==1.2.14
duckdb==0.8.0
et-xmlfile==1.1.0
fastapi==0.96.0
flatbuffers==23.5.26
fonttools==4.39.4
frozenlist==1.3.3
greenlet==2.0.2
h11==0.14.0
hnswlib==0.7.0
httpcore==0.16.3
httptools==0.5.0
httpx==0.23.3
humanfriendly==10.0
idna==3.4
jieba==0.42.1
joblib==1.2.0
kiwisolver==1.4.4
langchain==0.0.191
lxml==4.9.2
lz4==4.3.2
Markdown==3.4.3
marshmallow==3.19.0
marshmallow-enum==1.5.1
matplotlib==3.7.1
monotonic==1.6
mpmath==1.3.0
msg-parser==1.2.0
multidict==6.0.4
mypy-extensions==1.0.0
nltk==3.8.1
numexpr==2.8.4
numpy==1.23.5
olefile==0.46
onnxruntime==1.15.0
openai==0.27.7
openapi-schema-pydantic==1.2.4
openpyxl==3.1.2
overrides==7.3.1
packaging==23.1
pandas==1.5.3
pdf2image==1.16.3
pdfminer.six==20221105
Pillow==9.5.0
posthog==3.0.1
protobuf==4.23.2
pulsar-client==3.2.0
pycparser==2.21
pydantic==1.10.8
Pygments==2.15.1
pypandoc==1.11
pyparsing==3.0.9
python-dateutil==2.8.2
python-docx==0.8.11
python-dotenv==1.0.0
python-magic==0.4.27
python-pptx==0.6.21
pytz==2023.3
PyYAML==6.0
regex==2023.6.3
requests==2.31.0
rfc3986==1.5.0
rich==13.0.1
six==1.16.0
sniffio==1.3.0
SQLAlchemy==2.0.15
starlette==0.27.0
sympy==1.12
tabulate==0.9.0
tenacity==8.2.2
tiktoken==0.4.0
tokenizers==0.13.3
tqdm==4.65.0
typer==0.9.0
typing-inspect==0.9.0
typing_extensions==4.6.3
tzdata==2023.3
unstructured==0.7.1
urllib3==2.0.2
uvicorn==0.22.0
uvloop==0.17.0
watchfiles==0.19.0
websockets==11.0.3
wrapt==1.14.1
xlrd==2.0.1
XlsxWriter==3.1.2
yarl==1.9.2
zstandard==0.21.0
+ +

文本

而文本则放在 “./data/“ 目录下，

+

天龙八部.txt 内容如下，就是一些明确的信息。

+
段誉和乔峰，虚竹是兄弟。

阿朱喜欢乔峰。

段誉喜欢王语嫣。
+ +

如果直接问ChatGPT，”段誉的兄弟是谁”, “段誉有几个兄弟”则ChatGPT回答有些混乱。

+

chatgpt-duanyu-brothers

+

运行测试

直接运行后，测试提问，如下。

+

langchain1

+

langchain1

+

很有意思。

+

总结

    +
  1. 中文需要进行分词，与英文的处理不同。
    2. +
  2. 需要避免4096 TOKEN的限制，则只能使用文章中提到模型建立Chain。
    ChatVectorDBChain.from_llm(OpenAI(temperature=0, model_name="gpt-3.5-turbo"), docsearch,
                                           return_source_documents=True)
    3. +
  3. 还是需要VPN才能使用，另外OPEN_API_KEY是需要花钱的。
    4. +
+

参考

+]]> + + langchain + openai + + + + MacOS下LLDB调试Qt5程序 + /zh-hans/2023/06/09/2023-6-9-qt5-macos-lldb-debug/ + LLDB调试Qt5的问题

MacOS下，LLDB调试Qt5应用通常会遇到无法打印QString变量的问题。

+
* thread #1, queue = 'com.apple.main-thread', stop reason = breakpoint 1.1
    frame #0: 0x0000000100003a81 a.out`main(argc=1, argv=0x00007ff7bfefeb40) at test.cpp:10:11
   7   	   QCoreApplication a(argc, argv);
   8   	
   9   	   QString s = "Hello World";
-> 10  	   return a.exec();
   11  	}
Target 0: (a.out) stopped.
(lldb) print s
(QString) $0 = {
  d = 0x0000600000c04b70
}
+ +

这里无法获取变量s的值Hello World，只能看到一个地址。

+ + +

同样的，使用CLion等IDE使用LLDB调试Qt5应用的时候，也无法看到值。

+

LLDB Qt Formatter

英雄来了， https://github.com/ayuckhulk/lldb-qt-formatters

+
+

I use Xcode and LLDB to debug my Qt programs, and got tired with there being no visualisation for all the built-in types. Here I endeavour to make all of these types visible through the debugger. Works with Qt 5.x. Tested with Qt 5.9.8, 5.13.2 and XCode 11.

+
+

作者使用Xcode和LLDB开发Qt，苦于debug的时候看不到qt的内建类型的值。

+

怎么办呢，简单的说就是LLDB启动的时候，加载python脚本，把内建类型的显示值的计算方法替换掉。也就是LLDB可以加载这样的自定义Formatter， +对变量进行格式化输出 —— Variable Formatting， +Python脚本非常适合实现复杂的Formatter —— Python Scripting

+

安装方法如下：

+
+

git clone this repo somewhere, e.g. ~/qtlldb. Then add the following lines to your ~/.lldbinit:

+

command script import ~/qtlldb/QtFormatters.py
+command source ~/qtlldb/QtFormatters.lldb

+
+

这样，Qt的如下内建类型的值都可以在调试的时候可视化了。

+
    +
  • QString
    • +
  • QUrl
    • +
  • QList
    • +
  • QVector
    • +
  • QPointer
    • +
  • QSize
    • +
  • QSizeF
    • +
  • QPoint
    • +
  • QPointF
    • +
  • QRect
    • +
  • QRectF
    • +
  • QUuid
    • +
+

测试

还用如下test.cpp代码测试，仅仅测试QString类型。

+
#include <QCoreApplication>
#include <QString>


int main(int argc, char *argv[])
{
   QCoreApplication a(argc, argv);

   QString s = "Hello World";
   return a.exec();
}
+ +

编译一下

+
g++ -std=c++11 test.cpp $(pkg-config --cflags --libs Qt5Core) -g
+ +

这里需要设置PKG_CONFIG_PATH一下

+
export PKG_CONFIG_PATH="/usr/local/opt/qt@5/lib/"
+ +

然后LLDB调试a.out。

+
$ lldb a.out
(lldb) target create "a.out"
Current executable set to '/Users/ym/tmp/lldb-qt-formatters/lldbtests/a.out' (x86_64).
(lldb) b 10
Breakpoint 1: where = a.out`main + 65 at test.cpp:10:11, address = 0x0000000100003a81
(lldb) r
Process 53042 launched: '/Users/ym/tmp/lldb-qt-formatters/lldbtests/a.out' (x86_64)
Process 53042 stopped
* thread #1, queue = 'com.apple.main-thread', stop reason = breakpoint 1.1
    frame #0: 0x0000000100003a81 a.out`main(argc=1, argv=0x00007ff7bfefeb40) at test.cpp:10:11
   7   	   QCoreApplication a(argc, argv);
   8   	
   9   	   QString s = "Hello World";
-> 10  	   return a.exec();
   11  	}
Target 0: (a.out) stopped.
(lldb) print s
(QString) $0 = "Hello World" {
  d = 0x0000600000c003f0
}
(lldb)
+ +

这里18行”Hello World”显示出来了。

+

总结

对LLDB启动进行设置之后，CLion里也可以愉快的调试了。

+

lldb-debug-qt

+]]> + + debug + qt5 + macos + lldb + + + + 如何更好的打印语法树结构 + /zh-hans/2024/07/18/2024-7-18-slang-ast-hier-tree/ + 什么是语法树

语法树（Syntax Tree），是一种树状数据结构， +用于表示源代码的语法结构。每个节点都表示源代码中的一种语法结构。 +语法树在编译器和解释器中被广泛使用，以帮助分析和处理编程语言的源代码。

+ + +

语法树可以进一步分成具体语法树（Concrete Syntax Tree）和抽象语法树（Abstract Syntax Tree）。 +编译器前端通常会根据BNF语法生成CST，然后再根据语义构建AST。

+

为了方便用户使用语法树，通常会支持Visitor设计模式，这样自定义的Visitor就可以针对感兴趣的节点类型进行遍历。

+

所以这样就引出一个问题，节点类型那么多，如何能直观的看到这个树形结构呢？尤其对于不支持反射的C++，无法Debug查看类型

+

下面是作者在基于slang项目开发Lint规则的时候，作出的一些尝试。

+

slang是一个Modern C++项目，使用了很多C++17和C++20新特性。

+
+

slang is a software library that provides various components for lexing, parsing, type checking, and elaborating SystemVerilog code. It comes with an executable tool that can compile and lint any SystemVerilog project, but it is also intended to be usable as a front end for synthesis tools, simulators, linters, code editors, and refactoring tools.

+

slang is the fastest and most compliant SystemVerilog frontend

+
+

那么在说明这个问题之前，还是要对SystemVerilog进行简单的介绍。然后给出序列化为json格式的语法树，最后给出作者方案作为比较。

+

SystemVerilog简介

SystemVerilog 是一种硬件描述和验证语言（HDVL），是Verilog硬件描述语言的扩展。它结合了硬件描述语言（HDL）和硬件验证语言（HVL）的特性，旨在提供一种更强大和灵活的工具来设计和验证数字系统。SystemVerilog 由 Accellera 标准组织开发，并已被 IEEE 标准协会标准化为 IEEE 1800。

+

SystemVerilog 的主要特点

    +
  1. 综合和仿真：支持设计综合（synthesis）和仿真（simulation），可以用来描述硬件电路并验证其行为。
    2. +
  2. 面向对象编程：引入了面向对象编程（OOP）概念，如类（class）、继承（inheritance）、多态（polymorphism）等，用于更复杂的测试平台开发。
    3. +
  3. 高级验证功能：包含了许多高级验证功能，如断言（assertions）、约束随机化（constraint randomization）、覆盖率（coverage）等。
    4. +
  4. 接口和模块化：支持接口（interface）和模块化编程，促进设计的可重用性和模块化。
    5. +
  5. 并行处理：具有并行处理能力，可以描述并行硬件行为。
    6. +
  6. 组合逻辑和时序逻辑：支持组合逻辑和时序逻辑的建模。
    7. +
+

SystemVerilog 的基本构造

模块

模块（module）是 SystemVerilog 的基本构造，用于定义电路的结构和行为。例如：

+
module adder (
    input logic [3:0] a,
    input logic [3:0] b,
    output logic [3:0] sum
);
    assign sum = a + b;
endmodule
+ +

接口

接口（interface）用于定义模块之间的通信信号。例如：

+
interface simple_bus (
    input logic clk,
    input logic reset
);
    logic [7:0] data;
    logic valid;
endinterface
+ +

类

类（class）用于验证环境中的面向对象编程。例如：

+
class Packet;
    rand bit [7:0] addr;
    rand bit [7:0] data;

    function void display();
        $display("Address: %0h, Data: %0h", addr, data);
    endfunction
endclass
+ +

SystemVerilog 的应用

    +
  1. 硬件设计：用于描述数字电路的结构和行为，可以综合成实际的硬件电路。
    2. +
  2. 硬件验证：提供了丰富的验证功能，用于验证数字设计的正确性和性能，包括功能验证和形式验证。
    3. +
  3. 测试平台开发：可以用来开发复杂的测试平台，进行全面的硬件设计验证。
    4. +
+

SystemVerilog 的优势

    +
  1. 增强的表达能力：相比于 Verilog，SystemVerilog 提供了更强大的语法和语义，可以更高效地描述复杂的硬件和验证环境。
    2. +
  2. 高效的验证方法：引入了约束随机化、覆盖率驱动验证和断言等先进验证技术，大大提高了验证效率。
    3. +
  3. 面向对象编程：支持面向对象编程，使得验证代码更具结构性和可维护性。
    4. +
+

总的来说，SystemVerilog 是一种强大且灵活的硬件描述和验证语言，广泛应用于现代数字电路设计和验证领域。

+

slang给出的json格式的AST

slang项目提供了一个命令行工具，并提供了--ast-json来序列化AST为json格式。还是以这个加法器模块为例，

+
module adder (
    input logic [3:0] a,
    input logic [3:0] b,
    output logic [3:0] sum
);
    assign sum = a + b;
endmodule
+

序列化的json结构如下

+
{
  "design": {
    "name": "$root",
    "kind": "Root",
    "addr": 2199025570624,
    "members": [
      {
        "name": "",
        "kind": "CompilationUnit",
        "addr": 2199025963792
      },
      {
        "name": "adder",
        "kind": "Instance",
        "addr": 2199025964560,
        "body": {
          "name": "adder",
          "kind": "InstanceBody",
          "addr": 2199025964184,
          "members": [
            {
              "name": "a",
              "kind": "Port",
              "addr": 2199025964704,
              "type": "logic[3:0]",
              "direction": "In",
              "internalSymbol": "2199025964880 a"
            },
            {
              "name": "a",
              "kind": "Variable",
              "addr": 2199025964880,
              "type": "logic[3:0]",
              "lifetime": "Static"
            },
            {
              "name": "b",
              "kind": "Port",
              "addr": 2199025965256,
              "type": "logic[3:0]",
              "direction": "In",
              "internalSymbol": "2199025965432 b"
            },
            {
              "name": "b",
              "kind": "Variable",
              "addr": 2199025965432,
              "type": "logic[3:0]",
              "lifetime": "Static"
            },
            {
              "name": "sum",
              "kind": "Port",
              "addr": 2199025965808,
              "type": "logic[3:0]",
              "direction": "Out",
              "internalSymbol": "2199025965984 sum"
            },
            {
              "name": "sum",
              "kind": "Variable",
              "addr": 2199025965984,
              "type": "logic[3:0]",
              "lifetime": "Static"
            },
            {
              "name": "",
              "kind": "ContinuousAssign",
              "addr": 2199025966384,
              "assignment": {
                "kind": "Assignment",
                "type": "logic[3:0]",
                "left": {
                  "kind": "NamedValue",
                  "type": "logic[3:0]",
                  "symbol": "2199025965984 sum"
                },
                "right": {
                  "kind": "BinaryOp",
                  "type": "logic[3:0]",
                  "op": "Add",
                  "left": {
                    "kind": "NamedValue",
                    "type": "logic[3:0]",
                    "symbol": "2199025964880 a"
                  },
                  "right": {
                    "kind": "NamedValue",
                    "type": "logic[3:0]",
                    "symbol": "2199025965432 b"
                  }
                },
                "isNonBlocking": false
              }
            }
          ],
          "definition": "2199025746816 adder"
        },
        "connections": [
        ]
      }
    ]
  },
  "definitions": [
    {
      "name": "adder",
      "kind": "Definition",
      "addr": 2199025746816,
      "defaultNetType": "2199025567936 wire",
      "definitionKind": "Module",
      "defaultLifetime": "Static",
      "unconnectedDrive": "None"
    }
  ]
}
+ +

是不是首先感到，这个json格式有点太长了，因为一个节点会有很多属性。而且通过缩进也很难看出来节点的父子关系。

+

tree命令行的启发

树状结构是一个二维结构，很难展示。不过命令工具tree打印的树状结构非常清晰。

+
$ tree .
.
├── dir1
│    └── a.txt
└── dir2
     ├── b.txt
     └── c.txt
+

可以看到这种展示方式很好的把父子关系展示了出来，清楚的看到一个目录下所包含的文件。

+

这种具体的层次树hierarchical tree称之为目录树。

+

解决方案展示

还是这个sv代码

+
module adder (
    input logic [3:0] a,
    input logic [3:0] b,
    output logic [3:0] sum
);
    assign sum = a + b;
endmodule
+ +

AST的优化展示

我们展示一下用目录树的方式，展现AST

+

adder-ast +可以看到每一行都是一个key-value键值对，用冒号分隔。同时加上term颜色区分。

+

绿色的key是节点的class类型，value部分则是节点的属性信息，以空格分隔。

+

这样就可以以紧凑的方式展示AST。

+

CST的优化展示

slang并没有给出命令行的方式展现CST，但是用户可能需要直接访问CST进行一些处理， +例如：格式化sv代码。

+

下面是用相似的方式展现adder的CST数据结构。可以看出来，叶子节点的value就是该节点的原始文本。

+

adder-cst

+

总结

参考目录树的展示方式，结合key-value和term color给出了更加紧凑和清晰的语法树展现方式。这种方式更加方便用户基于AST和CST进行开发。

+

但是这种方式的缺点也是明确的， +就是不适合作为文本方式保存。也不适合展示大的代码。当然json方式也不适合（但是都可以通过hierarchical path的约束，只展示部分语法树结构。）。

+]]> + + c++ + AST + tree + + + + BitTorrent协议（三）之磁力链接获取元数据 + /zh-hans/2019/01/21/2019-1-21-bt-3/ + 磁力链接的含义

如果把tracker给封了，那么就无法下载torrent。于是磁力链接为了解决这个问题而出现了。

+ + +

以下是一个典型的磁力链接。只含有一个INFO_HASH。就是那个20个byte的Hex表示字符串。

+
magnet:?xt=urn:btih:E84213A794F3CCD890382A54A64CA68B7E925433
+ +

INFO_HASH我们知道就是种子文件中，info的sha1值。于是我们就根据这个hash值，去询问peers， +通过扩展协议来获取这部分重要的info数据，这部分数据就是metadata。

+

metadata就是torrent的B编码中，info对应的数据。

+
'info': {'files': [{'length': 100074, 'path': ['English.srt']},
                    {'length': 31, 'path': ['RARBG.txt']},
                    {'length': 4431023676,
                     'path': ['Venom.2018.720p.WEBRip.x264.AAC2.0-SHITBOX.mp4']}],
          'name': 'Venom.2018.720p.WEBRip.x264.AAC2.0-SHITBOX',
          'piece length': 1048576,
          'pieces': ['a958677e48a77aff63574c885d7fd70915159034',
                     '0c713356b63454a914452cdcc76a8470fb4bc419',
                     ...
                     ...
                     ...
                     'b926b048253bc506cb3f4e52acab9df6b93cf614',
                     '610f8485ab8c56f53f594e09730a34e8529e13b4']},
+ +

因此，如果我们能够获取到metadata，就能够直接从peers下载数据了。

+

获取metadata的详细过程

BEP3的Peer Wire Protocol章节，BEP10，以及BEP9讲述了如何从Peers获取metadata。

+

客户端与一个Peer建立tcp连接，然后开始进行对话。

+
    +
  1. (发送) 首先 客户端 发送一个68字节的 握手请求，该握手请求表示使用扩展协议。 +这个握手请求里，包含了info_hash值。
    2. +
+
handshake=b'\x13BitTorrent protocol\x00\x00\x00\x00\x00\x10\x00\x01\xe8B\x13\xa7\x94\xf3\xcc\xd8\x908*T\xa6L\xa6\x8b~\x92T3ym111111111111111111'
+ +
    +
  1. (接收) 然后，客户端 接收一个68字节的 握手应答。
    2. +
+
recv=b"\x13BitTorrent protocol\x00\x00\x00\x00\x00\x10\x00\x05\xe8B\x13\xa7\x94\xf3\xcc\xd8\x908*T\xa6L\xa6\x8b~\x92T3-UM1870-\x14\xab\x8b'\x1f\xb4^\xfe\x9a\xe8V\n"
+ +

解码之后，如下。

+
Handshake(fixed_num=19, bt_head=b'BitTorrent protocol', reserved=b'\x00\x00\x00\x00\x00\x10\x00\x05', info_hash=b'\xe8B\x13\xa7\x94\xf3\xcc\xd8\x908*T\xa6L\xa6\x8b~\x92T3', peer_id=b"-UM1870-\x14\xab\x8b'\x1f\xb4^\xfe\x9a\xe8V\n")
+ +
    +
  1. (发送) 客户端发送一个 扩展协议的握手消息。其中 ‘\x00\x00\x00\x1a’是消息体 ‘\x14\x00d1:md11:ut_metadatai1eee’ +的长度。’\x14’表示扩展协议id=20， ‘\x00’表示握手消息。’d1:md11:ut_metadatai1ee’表示{ut_metadata:1}，这个值 +可以任意选择，也可以是2。总之我们根据自己定义的值解析。
    2. +
+
ext_handshake=b'\x00\x00\x00\x1a\x14\x00d1:md11:ut_metadatai1eee'
+ +
    +
  1. (接收) 客户端就收一个 扩展协议的握手消息。头四个字节是消息体的长度。第五个字节是’\x14’,第六个字节是’\00x’. +剩余的字节可以解码为一个字典。其中 ut_metadata:2 ，而metadata_size为74620
    2. +
+
dic={'e': 0, 'ipv4': '{pG˜', 'complete_ago': 0, 'm': {'upload_only': 3, 'ut_holepunch': 4, 'ut_metadata': 2, 'ut_pex': 1, 'ut_recommend': 5, 'ut_comment': 6}, 'metadata_size': 74620, 'p': 40959, 'reqq': 255, 'v': 'µTorrent Mac 1.8.7', 'yourip': 'À¨+R'}
+ +
    +
  1. (发送)客户端发送 metadata的请求消息。 +头四个字节’\x00\x00\x00\x1b’表示消息体的长度；’\x14’表示扩展协议id，=20；而’\x02’表示扩展消息id，ut_metadata对应的2； +‘d8:msg_typei0e5:piecei0ee’是一个B编码，表示请求metadata第一个piece。
    2. +
+
ext_data=b'\x00\x00\x00\x1b\x14\x02d8:msg_typei0e5:piecei0ee'
+ +
    +
  1. (接收)客户端接收 到一系列消息。
    2. +
+

所有消息的结构都是 ，但是我们只关心msg_id为20的消息。也即是扩展协议部分。 +其他的进行忽略(但是这部分msg_id是4和5的消息是有意义的，只是对获取metadata没有用处)。

+

直到接收到头部为 ‘\x14\x01’的消息。接着是一个字典是

+
'd8:msg_typei1e5:piecei0e10:total_sizei74620ee'
+ +

后边是metadata的数据。

+
'd6:lengthi1953349632e4:name32:ubuntu-18.04.1-desktop-amd64.iso12:piece lengthi524288e...'
+ +

这部分的数据的长度是 16KiB = 16384 byte。如果这部分的数据长度小于16KiB，则说明是metadata的最后一个片。

+

然后把多个片进行拼接，然后求sha1的hash值，与info hash进行比较。如果一样则说明成功获取到了metadata

+

代码验证

验证的方法就是打开uTorrent软件，然后打开一个磁力链接。当磁力链接获取到metadata之后，我们就可以对该软件 +的打开的peer端口进行测试。

+

例如，通过查看端口

+
uTorrent   9281             ym    6u  IPv4 0xcd2fefb400ca5d03      0t0    UDP 127.0.0.1:62517
uTorrent   9281             ym    8u  IPv4 0xcd2fefb4134a4333      0t0    TCP *:40959 (LISTEN)
uTorrent   9281             ym    9u  IPv6 0xcd2fefb40ecafc33      0t0    TCP *:40959 (LISTEN)
uTorrent   9281             ym   10u  IPv4 0xcd2fefb41196a633      0t0    TCP 127.0.0.1:10000 (LISTEN)
uTorrent   9281             ym   12u  IPv4 0xcd2fefb400caa923      0t0    UDP *:40959
uTorrent   9281             ym   13u  IPv6 0xcd2fefb400ca7aeb      0t0    UDP *:40959
+ +

可以看到端口号。因此我们就可以把 ‘本地ip ：40959’ 作为 peer 进行 metadata获取。以下为代码。

+
# -*- coding: utf-8 -*-

import socket
import struct
import traceback
from collections import namedtuple
from time import time
import logging

log = logging.getLogger()

Handshake = namedtuple("Handshake", ("fixed_num", "bt_head", "reserved", "info_hash", "peer_id"))
Block = 16 * 1024  # 16KiB


def sha1(info):
    import hashlib
    p = hashlib.sha1()
    p.update(info)
    return p.hexdigest()


def recv(sock: socket.socket, n: int, time_out: int = 1):
    data = b''
    try:
        start = time()
        sock.settimeout(time_out)
        while len(data) < n:
            if time() - start > time_out:
                raise Exception("time out")
            tmp = sock.recv(n - len(data))
            data += tmp
        return data
    except Exception as e:
        print("already recv:{}".format(data))
        log.exception(e)
        return None


def sendall(sock: socket.socket, data, time_out: int = 1):
    try:
        sock.settimeout(time_out)
        sock.sendall(data)
        return "ok"
    except Exception as e:
        logging.exception(e)
        return None


def pack_handshake(info_hash="1aa4c13830b822c1375686d685a9fce23405f6ba"):
    n = 19
    head = b"BitTorrent protocol"
    reserved = b"\x00\x00\x00\x00\x00\x10\x00\x01"
    peer_id = b"ym" + b"1" * 18
    data = struct.pack(">B 19s 8s 20s 20s", n, head, reserved, bytearray.fromhex(info_hash), peer_id)
    return data


def request_metadata():
    from ym.bt.parse_torrent import BDecode
    from ym.bt.udp_announce import ip_me
    ip, port = ip_me(), 40959
    info_hash = "e84213a794f3ccd890382a54a64ca68b7e925433"  # 'ubuntu-18.04.1-desktop-amd64.iso'
    metadata_size = None
    metadata = None
    try:
        sock = socket.socket(socket.AF_INET, socket.SOCK_STREAM)
        sock.settimeout(1)
        sock.connect((ip, port))
        handshake = pack_handshake(info_hash)
        print("handshake={}".format(handshake))
        sock.sendall(handshake)
        data = recv(sock, 68)
        if data is None:
            return
        print("recv={}".format(data))
        tup = unpack_handshake(data)
        if tup is None:
            return
        print(tup)

        UT_METADATA_ID = 1  # 这里可以自己定义
        dic = {'m': {'ut_metadata': UT_METADATA_ID}}
        ext_handshake = pack_extend(dic, id=20, ext_id=0)  # 扩展协议的握手消息
        sock.sendall(ext_handshake)
        print("sent|ext_handshake={}".format(ext_handshake))

        pieces = []
        piece = 0
        tmp = b''
        while True:
            tmp = recv(sock, 4)
            if tmp is None:
                raise Exception("recv error")
            msg_len, = struct.unpack(">i", tmp)
            tmp = recv(sock, 1)
            id, = struct.unpack(">B", tmp)
            print("msg_len={}, id={}".format(msg_len, id))

            if id == 20:
                # extention msg
                tmp = recv(sock, 1)
                ext_id, = struct.unpack(">B", tmp)
                print("ext_id={}".format(ext_id))

                data = recv(sock, msg_len - 2)
                print("recv={}".format(data))
                if ext_id == 0:
                    # extend handshake
                    dic, i, n = BDecode(data).parse()
                    metadata_size = dic['metadata_size']
                    print("i={}, n={}, dic={}".format(i, n, dic))
                    m = {'msg_type': 0, 'piece': piece}
                    ext_data = pack_extend(m)
                    rt = sendall(sock, ext_data)
                    if rt is None:
                        raise Exception("send fail.")
                    print("sent ext_data={}".format(ext_data))
                elif ext_id == UT_METADATA_ID:
                    # ut_metadata
                    dic, i, n = BDecode(data).parse()
                    print("i={}, n={}, dic={}".format(i, n, dic))
                    piece_len = msg_len - 2 - i
                    print("piece_len={}".format(piece_len))
                    if dic['msg_type'] == 1 :
                        pieces.append(data[i:n])
                    elif dic['msg_type'] == 2:
                        raise Exception("rejected")
                    else:
                        raise Exception("unknown")

                    if piece_len < Block:
                        print("recv end")
                        break
                    else:
                        # request next piece
                        piece += 1
                        m = {'msg_type': 0, 'piece': piece}
                        ext_data = pack_extend(m)
                        rt = sendall(sock, ext_data)
                        if rt is None:
                            raise Exception("send fail.")
                        print("sent ext_data={}".format(ext_data))

            else:
                recv(sock, msg_len - 1)

        metadata = b''.join(pieces)
        if metadata_size != len(metadata):
            raise Exception("metadata size error")

        if sha1(metadata) != info_hash:
            raise Exception("info hash error")

        print("info_hash={}, metadata_size={}, metadata={}".format(info_hash, metadata_size, metadata))
        print(BDecode(metadata).parse()[0])
    except Exception as e:
        log.exception(e)


def pack_extend(dic, id=20, ext_id=2):
    if isinstance(dic, dict):
        from ym.bt.bencoding import BEncode
        dic = BEncode(dic).encode()
        dic = bytes(dic, encoding="utf8")

    if isinstance(dic, bytes):
        msg_len = len(dic) + 2
        fmt = ">i B B {}s".format(len(dic))
        return struct.pack(fmt, msg_len, id, ext_id, dic)


def unpack_handshake(data: bytes):
    if data is None or len(data) != 68:
        return None

    try:
        fixed_num, bt_head, reserved, info_hash, peer_id = struct.unpack(">B 19s 8s 20s 20s", data)
        return Handshake(fixed_num, bt_head, reserved, info_hash, peer_id)
    except Exception as e:
        log.exception(e)



if __name__ == '__main__':
    request_metadata()


+ +

运行日志

结尾可以看到，已经获得了ubuntu-18.04.1-desktop-amd64.iso的metadata.

+
/usr/local/bin/python3.7 /Users/ym/charm/pytest/ym/bt/peer_protocol.py
+handshake=b'\x13BitTorrent protocol\x00\x00\x00\x00\x00\x10\x00\x01\xe8B\x13\xa7\x94\xf3\xcc\xd8\x908*T\xa6L\xa6\x8b~\x92T3ym111111111111111111'
+recv=b"\x13BitTorrent protocol\x00\x00\x00\x00\x00\x10\x00\x05\xe8B\x13\xa7\x94\xf3\xcc\xd8\x908*T\xa6L\xa6\x8b~\x92T3-UM1870-\x14\xab\x8b'\x1f\xb4^\xfe\x9a\xe8V\n"
+Handshake(fixed_num=19, bt_head=b'BitTorrent protocol', reserved=b'\x00\x00\x00\x00\x00\x10\x00\x05', info_hash=b'\xe8B\x13\xa7\x94\xf3\xcc\xd8\x908*T\xa6L\xa6\x8b~\x92T3', peer_id=b"-UM1870-\x14\xab\x8b'\x1f\xb4^\xfe\x9a\xe8V\n")
+sent|ext_handshake=b'\x00\x00\x00\x1a\x14\x00d1:md11:ut_metadatai1eee'
+msg_len=225, id=20
+ext_id=0
+recv=b'd1:ei0e4:ipv44:{pG\x9812:complete_agoi0e1:md11:upload_onlyi3e12:ut_holepunchi4e11:ut_metadatai2e6:ut_pexi1e12:ut_recommendi5e10:ut_commenti6ee13:metadata_sizei74620e1:pi40959e4:reqqi255e1:v19:\xc2\xb5Torrent Mac 1.8.76:yourip4:\xc0\xa8+Re'
+i=223, n=223, dic={'e': 0, 'ipv4': '{pG˜', 'complete_ago': 0, 'm': {'upload_only': 3, 'ut_holepunch': 4, 'ut_metadata': 2, 'ut_pex': 1, 'ut_recommend': 5, 'ut_comment': 6}, 'metadata_size': 74620, 'p': 40959, 'reqq': 255, 'v': 'µTorrent Mac 1.8.7', 'yourip': 'À¨+R'}
+sent ext_data=b'\x00\x00\x00\x1b\x14\x02d8:msg_typei0e5:piecei0ee'
+msg_len=467, id=5
+msg_len=5, id=4
+msg_len=5, id=4
+msg_len=5, id=4
+msg_len=5, id=4
+msg_len=5, id=4
+msg_len=5, id=4
+msg_len=5, id=4
+msg_len=5, id=4
+msg_len=5, id=4
+msg_len=5, id=4
+msg_len=5, id=4
+msg_len=5, id=4
+msg_len=5, id=4
+msg_len=5, id=4
+msg_len=5, id=4
+msg_len=5, id=4
+msg_len=5, id=4
+msg_len=5, id=4
+msg_len=5, id=4
+msg_len=5, id=4
+msg_len=5, id=4
+msg_len=5, id=4
+msg_len=5, id=4
+msg_len=5, id=4
+msg_len=3, id=9
+msg_len=16431, id=20
+ext_id=1
+recv=b'd8:msg_typei1e5:piecei0e10:total_sizei74620eed6:lengthi1953349632e4:name32:ubuntu-18.04.1-desktop-amd64.iso12:piece lengthi524288e6:pieces74520:\xba \xb5\xa7-0%\xbb\xc7\xab\xb4Xyvc\xbe\x82_RL\x8b\x1b\xd4\xc4X\xbf\x92\xf0\xebU\xb8>\x89\xe3\xd9\xc5l\xbd\xc5$\xb4\x02\xc3\xcc\xa9\x9f\xf7\xad`\xf8\xe8\xe7\x81\xbe\x8c\x8f\xad\xba\x15~)\x88\x91\xd6v\xf7\x85\'\x82\xb8\x05\xb4>fhk\xb6\xad\x12\x07\xd9dd\x1c\x05\xcf\x1ax\xb2P\xc6he\xde)\xb0dsY\x10\xc0\xbe-\xd7\xf1\x1f\xbc\xbb\x14\x07\xe3\xb1\x14n\xbc\xfc\xc3)#Yj\x19\xebR\xf1\xd0\x13\x90W,\x93\xf7\xf4G+\x00T\x0c\xe4\x90\x13\xc8{-m4\x94\xfd\xb2vvl\x95\xdf\xc1\xb9\x17w\xb6\xf1\xc1\x89\n\xdc\x11\x9c\x96r\x80yS\xa5^\xeb\xdau\xe3\xa4\xbf\xcb\x00\xb5\xcex\xe2\rxejk\xa4\xbdp\x16\xd0C\x97\xd7\xe1\x80\x01 \xce.y^\x02\xcc\xbfa\xa4\xb5<\x83j\xb9\xa7\x16\xd8Q\r\xdc\xcaCc \xc6\xcc\x8c\x04\xf4b\x94%c\xbc\xb4Y\x8f_\x02\xb4\xb45\xdb>z\'\xe3=K\xa1\xfa. 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+i=45, n=16429, dic={'msg_type': 1, 'piece': 0, 'total_size': 74620}
+piece_len=16384
+sent ext_data=b'\x00\x00\x00\x1b\x14\x02d8:msg_typei0e5:piecei1ee'
+msg_len=16431, id=20
+ext_id=1
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+i=45, n=16429, dic={'msg_type': 1, 'piece': 1, 'total_size': 74620}
+piece_len=16384
+sent ext_data=b'\x00\x00\x00\x1b\x14\x02d8:msg_typei0e5:piecei2ee'
+msg_len=16431, id=20
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+i=45, n=16429, dic={'msg_type': 1, 'piece': 2, 'total_size': 74620}
+piece_len=16384
+sent ext_data=b'\x00\x00\x00\x1b\x14\x02d8:msg_typei0e5:piecei3ee'
+msg_len=16431, id=20
+ext_id=1
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+i=45, n=16429, dic={'msg_type': 1, 'piece': 3, 'total_size': 74620}
+piece_len=16384
+sent ext_data=b'\x00\x00\x00\x1b\x14\x02d8:msg_typei0e5:piecei4ee'
+msg_len=9131, id=20
+ext_id=1
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+i=45, n=9129, dic={'msg_type': 1, 'piece': 4, 'total_size': 74620}
+piece_len=9084
+recv end
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b/zh-hans/tags/ASN-1/index.html new file mode 100644 index 00000000..a029362f --- /dev/null +++ b/zh-hans/tags/ASN-1/index.html @@ -0,0 +1,387 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + 标签 - ASN.1 - CodeCraft + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
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+ + +
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共计 1 篇文章

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2020

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ASN.1语言规范介绍
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共计 1 篇文章

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2024

+ + + +
如何更好的打印语法树结构
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共计 1 篇文章

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2021

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CLion2021调试Makefile项目
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共计 1 篇文章

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2023

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通过ChatGPT实现Rust语言的八皇后算法
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共计 1 篇文章

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2017

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在WIN10下使用Cython
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+ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/zh-hans/xml/local-search.xml b/zh-hans/xml/local-search.xml new file mode 100644 index 00000000..d7d0c01c --- /dev/null +++ b/zh-hans/xml/local-search.xml @@ -0,0 +1,45 @@ + + + {% if posts %} + {% for post in posts.toArray() %} + {% if post.indexing == undefined or post.indexing %} + + {{ post.title }} + + {{ [url, post.path] | urlJoin | uriencode }} + {% if content %} + + {% endif %} + {% if post.categories and post.categories.length>0 %} + + {% for cate in post.categories.toArray() %} + {{ cate.name }} + {% endfor %} + + {% endif %} + {% if post.tags and post.tags.length>0 %} + + {% for tag in post.tags.toArray() %} + {{ tag.name }} + {% endfor %} + + {% endif %} + + {% endif %} + {% endfor %} + {% endif %} + {% if pages %} + {% for page in pages.toArray() %} + {% if post.indexing == undefined or post.indexing %} + + {{ page.title }} + + {{ [url, post.path] | urlJoin | uriencode }} + {% if content %} + + {% endif %} + + {% endif %} + {% endfor %} + {% endif %} +

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    jetson tx2开发板上安装了docker和k3s，部署了一个pod，发现日志报错

    1
    "dial tcp: lookup esmp-cloud-sync.dev.ennew.com on 10.43.0.10:53: no such host"

    其中esmp-cloud-sync.dev.ennew.com是内网域名，说明pod无法解析该域名。

    但是宿主机上能ping通该域名。

    环境

    • os : ubuntu18.04
    • k3s: v1.18.9+k3s1
    • cpu arch : arm64
    • coreDNS: 1.6.9

    排查过程

    首先检查宿主机的域名服务器设置。如果不正常，则需要设置正确的域名服务器。并重启k3s服务和pod。如果正常，则进一步检查k3s的DNS设置。而k3s的网络域名解析是由coreDNS控制的。

    查看宿主机的DNS设置

    宿主机的DNS设置，查看/etc/resolv.conf 

    $ cat /etc/resolv.conf # Dynamic resolv.conf(5) file for glibc resolver(3) generated by resolvconf(8)#     DO NOT EDIT THIS FILE BY HAND -- YOUR CHANGES WILL BE OVERWRITTEN# 127.0.0.53 is the systemd-resolved stub resolver.# run "systemd-resolve --status" to see details about the actual nameservers.nameserver 127.0.0.53search addom.xinaogroup.com

    运行”systemd-resolve –status”查看实际的nameservers。

    $ systemd-resolve --status...      DNS Servers: 10.36.8.40                    10.36.8.41                    127.0.0.1        DNS Domain: ~.                    addom.xinaogroup.com ...

    可以看到实际的域名服务器。pod里无法ping通的域名esmp-cloud-sync.dev.ennew.com，在宿主机环境是可以的。

    查看pod的DNS设置

    pod的DNS设置是由CoreDNS控制的。但是进入CoreDNS的pod，使用kubectl exec是不行的。需要使用边车模式，先查看运行CoreDNS的容器的ID，然后用docker再启动一个容器。（因为k3s server是基于dockerd运行的，所以可以用docker ps查看CoreDNS pod里的容器）

    docker ps | grep corednsID=8afb33b91c9fdocker run -it --net=container:$ID --pid=container:$ID --volumes-from=$ID alpine sh

    然后就可以查看CoreDNS的corefile配置文件

    # cat /etc/coredns/Corefile .:53 {    errors    health    ready    kubernetes cluster.local in-addr.arpa ip6.arpa {      pods insecure      upstream      fallthrough in-addr.arpa ip6.arpa    }    hosts /etc/coredns/NodeHosts {      reload 1s      fallthrough    }    prometheus :9153    forward . /etc/resolv.conf    cache 30    loop    reload    loadbalance}

    从forward . /etc/resolv.conf 可以看出，由/etc/resolv.conf文件接管DNS设置。进一步查看该文件，

      # cat /etc/resolv.conf   nameserver 8.8.8.8

    可以发现这里设置的nameserver是8.8.8.8，而不是10.36.8.40。因此在pod里虽然可以ping通公网域名，例如www.baidu.com，但是无法ping通内网域名esmp-cloud-sync.dev.ennew.com

    另外查看CoreDNS的pod日志也可以看到无法解析内网域名esmp-cloud-sync.dev.ennew.com的错误。

    分析问题

    从排查结果可以看到，主要问题在于CoreDNS的DSN设置与宿主机的DNS设置不同，导致解析内网域名解析失败。这一点比较奇怪，通常k3s默认会继承宿主机的DNS设置。

    也就是pod里的/etc/resolv.conf，没有与宿主机的/etc/resolv.conf的内容一致。

    再回头看看我们要解决的问题——pod里解析内网域名，那么最直接的方案就是修改CoreDNS的Corefile，修改forward . /etc/resolv.conf 为forward . 10.36.8.40

    但是这种方法的缺点是显而易见的，写死了。 我们还是希望找到一个方法能够令/etc/resolv.conf与宿主机的/etc/resolv.conf的内容一致

    解决方法

    宿主机的/etc/resolv.conf文件是一个指向 /run/systemd/resolve/resolv.conf的软链接，查看该文件的内容

    $ cat /run/systemd/resolve/resolv.conf# This file is managed by man:systemd-resolved(8). Do not edit.## This is a dynamic resolv.conf file for connecting local clients directly to# all known uplink DNS servers. This file lists all configured search domains.## Third party programs must not access this file directly, but only through the# symlink at /etc/resolv.conf. To manage man:resolv.conf(5) in a different way,# replace this symlink by a static file or a different symlink.## See man:systemd-resolved.service(8) for details about the supported modes of# operation for /etc/resolv.conf.nameserver 10.36.8.40nameserver 10.36.8.41nameserver 127.0.0.1search addom.xinaogroup.com

    可以看到含有正确的nameservers。

    另外 k3s 有启动参数--resolv-conf,可以指定默认的resolv.conf。

    修改/etc/systemd/system/k3s.service，增加启动参数--resolv-conf /run/systemd/resolve/resolv.conf

    ...ExecStart=/usr/local/bin/k3s \server \'--docker' \'--write-kubeconfig' \'/home/tx2/.kube/config' \'--write-kubeconfig-mode' \'666' \'--resolv-conf' \'/run/systemd/resolve/resolv.conf'

    然后重新启动k3s，并且删除CoreDNS的pod（kubectl delete pod -n kube-system coredns-xxxx），令其自动创建一个新的pod。

    这时候再查看CoreDNS pod里的/etc/resolv.conf, 内容一致了，

    / # cat /etc/resolv.confnameserver 10.36.8.40nameserver 10.36.8.41nameserver 127.0.0.1search addom.xinaogroup.com

    问题解决了。

    参考

    ]]> + + + + + + k3s + + docker + + pod + + coredns + + + + + + + + + CLion2021调试Makefile项目 + + /zh-hans/2021/07/15/2021-7-15-clion-makefile-debug/ + + CLion介绍
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+ var colorSchemaStorageKey = 'Fluid_Color_Scheme'; + var colorSchemaMediaQueryKey = '--color-mode'; + var userColorSchemaAttributeName = 'data-user-color-scheme'; + var defaultColorSchemaAttributeName = 'data-default-color-scheme'; + var colorToggleButtonSelector = '#color-toggle-btn'; + var colorToggleIconSelector = '#color-toggle-icon'; + var iframeSelector = 'iframe'; + + function setLS(k, v) { + try { + localStorage.setItem(k, v); + } catch (e) {} + } + + function removeLS(k) { + try { + localStorage.removeItem(k); + } catch (e) {} + } + + function getLS(k) { + try { + return localStorage.getItem(k); + } catch (e) { + return null; + } + } + + function getSchemaFromHTML() { + var res = rootElement.getAttribute(defaultColorSchemaAttributeName); + if (typeof res === 'string') { + return res.replace(/["'\s]/g, ''); + } + return null; + } + + function getSchemaFromCSSMediaQuery() { + var res = getComputedStyle(rootElement).getPropertyValue( + colorSchemaMediaQueryKey + ); + if (typeof res === 'string') { + return res.replace(/["'\s]/g, ''); + } + return null; + } + + function resetSchemaAttributeAndLS() { + rootElement.setAttribute(userColorSchemaAttributeName, getDefaultColorSchema()); + removeLS(colorSchemaStorageKey); + } + + var validColorSchemaKeys = { + dark : true, + light: true + }; + + function getDefaultColorSchema() { + // 取默认字段的值 + var schema = getSchemaFromHTML(); + // 如果明确指定了 schema 则返回 + if (validColorSchemaKeys[schema]) { + return schema; + } + // 默认优先按 prefers-color-scheme + schema = getSchemaFromCSSMediaQuery(); + if (validColorSchemaKeys[schema]) { + return schema; + } + // 否则按本地时间是否大于 18 点或凌晨 0 ~ 6 点 + var hours = new Date().getHours(); + if (hours >= 18 || (hours >= 0 && hours <= 6)) { + return 'dark'; + } + return 'light'; + } + + function applyCustomColorSchemaSettings(schema) { + // 接受从「开关」处传来的模式，或者从 localStorage 读取，否则按默认设置值 + var current = schema || getLS(colorSchemaStorageKey) || getDefaultColorSchema(); + + if (current === getDefaultColorSchema()) { + // 当用户切换的显示模式和默认模式相同时，则恢复为自动模式 + resetSchemaAttributeAndLS(); + } else if (validColorSchemaKeys[current]) { + rootElement.setAttribute( + userColorSchemaAttributeName, + current + ); + } else { + // 特殊情况重置 + resetSchemaAttributeAndLS(); + return; + } + + // 根据当前模式设置图标 + setButtonIcon(current); + + // 设置代码高亮 + setHighlightCSS(current); + + // 设置其他应用 + setApplications(current); + } + + var invertColorSchemaObj = { + dark : 'light', + light: 'dark' + }; + + function getIconClass(scheme) { + return 'icon-' + scheme; + } + + function toggleCustomColorSchema() { + var currentSetting = getLS(colorSchemaStorageKey); + + if (validColorSchemaKeys[currentSetting]) { + // 从 localStorage 中读取模式，并取相反的模式 + currentSetting = invertColorSchemaObj[currentSetting]; + } else if (currentSetting === null) { + // 当 localStorage 中没有相关值，或者 localStorage 抛了 Error + // 先按照按钮的状态进行切换 + var iconElement = document.querySelector(colorToggleIconSelector); + if (iconElement) { + currentSetting = iconElement.getAttribute('data'); + } + if (!iconElement || !validColorSchemaKeys[currentSetting]) { + // 当 localStorage 中没有相关值，或者 localStorage 抛了 Error，则读取默认值并切换到相反的模式 + currentSetting = invertColorSchemaObj[getSchemaFromCSSMediaQuery()]; + } + } else { + return; + } + // 将相反的模式写入 localStorage + setLS(colorSchemaStorageKey, currentSetting); + + return currentSetting; + } + + function setButtonIcon(schema) { + if (validColorSchemaKeys[schema]) { + // 切换图标 + var icon = getIconClass('dark'); + if (schema) { + icon = getIconClass(schema); + } + var iconElement = document.querySelector(colorToggleIconSelector); + if (iconElement) { + iconElement.setAttribute( + 'class', + 'iconfont ' + icon + ); + iconElement.setAttribute( + 'data', + invertColorSchemaObj[schema] + ); + } else { + // 如果图标不存在则说明图标还没加载出来，等到页面全部加载再尝试切换 + Fluid.utils.waitElementLoaded(colorToggleIconSelector, function() { + var iconElement = document.querySelector(colorToggleIconSelector); + if (iconElement) { + iconElement.setAttribute( + 'class', + 'iconfont ' + icon + ); + iconElement.setAttribute( + 'data', + invertColorSchemaObj[schema] + ); + } + }); + } + if (document.documentElement.getAttribute('data-user-color-scheme')) { + var color = getComputedStyle(document.documentElement).getPropertyValue('--navbar-bg-color').trim() + document.querySelector('meta[name="theme-color"]').setAttribute('content', color) + } + } + } + + function setHighlightCSS(schema) { + // 启用对应的代码高亮的样式 + var lightCss = document.getElementById('highlight-css'); + var darkCss = document.getElementById('highlight-css-dark'); + if (schema === 'dark') { + if (darkCss) { + darkCss.removeAttribute('disabled'); + } + if (lightCss) { + lightCss.setAttribute('disabled', ''); + } + } else { + if (lightCss) { + lightCss.removeAttribute('disabled'); + } + if (darkCss) { + darkCss.setAttribute('disabled', ''); + } + } + + setTimeout(function() { + // 设置代码块组件样式 + document.querySelectorAll('.markdown-body pre').forEach((pre) => { + var cls = Fluid.utils.getBackgroundLightness(pre) >= 0 ? 'code-widget-light' : 'code-widget-dark'; + var widget = pre.querySelector('.code-widget-light, .code-widget-dark'); + if (widget) { + widget.classList.remove('code-widget-light', 'code-widget-dark'); + widget.classList.add(cls); + } + }); + }, 200); + } + + function setApplications(schema) { + // 设置 remark42 评论主题 + if (window.REMARK42) { + window.REMARK42.changeTheme(schema); + } + + // 设置 cusdis 评论主题 + if (window.CUSDIS) { + window.CUSDIS.setTheme(schema); + } + + // 设置 utterances 评论主题 + var utterances = document.querySelector('.utterances-frame'); + if (utterances) { + var utterancesTheme = schema === 'dark' ? window.UtterancesThemeDark : window.UtterancesThemeLight; + const message = { + type : 'set-theme', + theme: utterancesTheme + }; + utterances.contentWindow.postMessage(message, 'https://utteranc.es'); + } + + // 设置 giscus 评论主题 + var giscus = document.querySelector('iframe.giscus-frame'); + if (giscus) { + var giscusTheme = schema === 'dark' ? window.GiscusThemeDark : window.GiscusThemeLight; + const message = { + setConfig: { + theme: giscusTheme, + } + }; + giscus.style.cssText += 'color-scheme: normal;'; + giscus.contentWindow.postMessage({ 'giscus': message }, 'https://giscus.app'); + } + } + + // 当页面加载时，将显示模式设置为 localStorage 中自定义的值（如果有的话） + applyCustomColorSchemaSettings(); + + Fluid.utils.waitElementLoaded(colorToggleIconSelector, function() { + applyCustomColorSchemaSettings(); + var button = document.querySelector(colorToggleButtonSelector); + if (button) { + // 当用户点击切换按钮时，获得新的显示模式、写入 localStorage、并在页面上生效 + button.addEventListener('click', function() { + applyCustomColorSchemaSettings(toggleCustomColorSchema()); + }); + var icon = document.querySelector(colorToggleIconSelector); + if (icon) { + // 光标悬停在按钮上时，切换图标 + button.addEventListener('mouseenter', function() { + var current = icon.getAttribute('data'); + icon.classList.replace(getIconClass(invertColorSchemaObj[current]), getIconClass(current)); + }); + button.addEventListener('mouseleave', function() { + var current = icon.getAttribute('data'); + icon.classList.replace(getIconClass(current), getIconClass(invertColorSchemaObj[current])); + }); + } + } + }); + + Fluid.utils.waitElementLoaded(iframeSelector, function() { + applyCustomColorSchemaSettings(); + }); + +})(window, document); diff --git a/js/events.js b/js/events.js new file mode 100644 index 00000000..bc6b7730 --- /dev/null +++ b/js/events.js @@ -0,0 +1,184 @@ +/* global Fluid */ + +HTMLElement.prototype.wrap = function(wrapper) { + this.parentNode.insertBefore(wrapper, this); + this.parentNode.removeChild(this); + wrapper.appendChild(this); +}; + +Fluid.events = { + + registerNavbarEvent: function() { + var navbar = jQuery('#navbar'); + if (navbar.length === 0) { + return; + } + var submenu = jQuery('#navbar .dropdown-menu'); + if (navbar.offset().top > 0) { + navbar.removeClass('navbar-dark'); + submenu.removeClass('navbar-dark'); + } + Fluid.utils.listenScroll(function() { + navbar[navbar.offset().top > 50 ? 'addClass' : 'removeClass']('top-nav-collapse'); + submenu[navbar.offset().top > 50 ? 'addClass' : 'removeClass']('dropdown-collapse'); + if (navbar.offset().top > 0) { + navbar.removeClass('navbar-dark'); + submenu.removeClass('navbar-dark'); + } else { + navbar.addClass('navbar-dark'); + submenu.removeClass('navbar-dark'); + } + }); + jQuery('#navbar-toggler-btn').on('click', function() { + jQuery('.animated-icon').toggleClass('open'); + jQuery('#navbar').toggleClass('navbar-col-show'); + }); + }, + + registerParallaxEvent: function() { + var ph = jQuery('#banner[parallax="true"]'); + if (ph.length === 0) { + return; + } + var board = jQuery('#board'); + if (board.length === 0) { + return; + } + var parallax = function() { + var pxv = jQuery(window).scrollTop() / 5; + var offset = parseInt(board.css('margin-top'), 10); + var max = 96 + offset; + if (pxv > max) { + pxv = max; + } + ph.css({ + transform: 'translate3d(0,' + pxv + 'px,0)' + }); + var sideCol = jQuery('.side-col'); + if (sideCol) { + sideCol.css({ + 'padding-top': pxv + 'px' + }); + } + }; + Fluid.utils.listenScroll(parallax); + }, + + registerScrollDownArrowEvent: function() { + var scrollbar = jQuery('.scroll-down-bar'); + if (scrollbar.length === 0) { + return; + } + scrollbar.on('click', function() { + Fluid.utils.scrollToElement('#board', -jQuery('#navbar').height()); + }); + }, + + registerScrollTopArrowEvent: function() { + var topArrow = jQuery('#scroll-top-button'); + if (topArrow.length === 0) { + return; + } + var board = jQuery('#board'); + if (board.length === 0) { + return; + } + var posDisplay = false; + var scrollDisplay = false; + // Position + var setTopArrowPos = function() { + var boardRight = board[0].getClientRects()[0].right; + var bodyWidth = document.body.offsetWidth; + var right = bodyWidth - boardRight; + posDisplay = right >= 50; + topArrow.css({ + 'bottom': posDisplay && scrollDisplay ? '20px' : '-60px', + 'right' : right - 64 + 'px' + }); + }; + setTopArrowPos(); + jQuery(window).resize(setTopArrowPos); + // Display + var headerHeight = board.offset().top; + Fluid.utils.listenScroll(function() { + var scrollHeight = document.body.scrollTop + document.documentElement.scrollTop; + scrollDisplay = scrollHeight >= headerHeight; + topArrow.css({ + 'bottom': posDisplay && scrollDisplay ? '20px' : '-60px' + }); + }); + // Click + topArrow.on('click', function() { + jQuery('body,html').animate({ + scrollTop: 0, + easing : 'swing' + }); + }); + }, + + registerImageLoadedEvent: function() { + if (!('NProgress' in window)) { return; } + + var bg = document.getElementById('banner'); + if (bg) { + var src = bg.style.backgroundImage; + var url = src.match(/\((.*?)\)/)[1].replace(/(['"])/g, ''); + var img = new Image(); + img.onload = function() { + window.NProgress && window.NProgress.inc(0.2); + }; + img.src = url; + if (img.complete) { img.onload(); } + } + + var notLazyImages = jQuery('main img:not([lazyload])'); + var total = notLazyImages.length; + for (const img of notLazyImages) { + const old = img.onload; + img.onload = function() { + old && old(); + window.NProgress && window.NProgress.inc(0.5 / total); + }; + if (img.complete) { img.onload(); } + } + }, + + registerRefreshCallback: function(callback) { + if (!Array.isArray(Fluid.events._refreshCallbacks)) { + Fluid.events._refreshCallbacks = []; + } + Fluid.events._refreshCallbacks.push(callback); + }, + + refresh: function() { + if (Array.isArray(Fluid.events._refreshCallbacks)) { + for (var callback of Fluid.events._refreshCallbacks) { + if (callback instanceof Function) { + callback(); + } + } + } + }, + + billboard: function() { + if (!('console' in window)) { + return; + } + // eslint-disable-next-line no-console + console.log(` +------------------------------------------------- +| | +| ________ __ _ __ | +| |_ __ |[ | (_) | ] | +| | |_ \\_| | | __ _ __ .--.| | | +| | _| | |[ | | | [ |/ /'\`\\' | | +| _| |_ | | | \\_/ |, | || \\__/ | | +| |_____| [___]'.__.'_/[___]'.__.;__] | +| | +| Powered by Hexo x Fluid | +| https://github.com/fluid-dev/hexo-theme-fluid | +| | +------------------------------------------------- + `); + } +}; diff --git a/js/img-lazyload.js b/js/img-lazyload.js new file mode 100644 index 00000000..c0c8e4ef --- /dev/null +++ b/js/img-lazyload.js @@ -0,0 +1,10 @@ +/* global Fluid, CONFIG */ + +(function(window, document) { + for (const each of document.querySelectorAll('img[lazyload]')) { + Fluid.utils.waitElementVisible(each, function() { + each.removeAttribute('srcset'); + each.removeAttribute('lazyload'); + }, CONFIG.lazyload.offset_factor); + } +})(window, document); diff --git a/js/leancloud.js b/js/leancloud.js new file mode 100644 index 00000000..ab901cec --- /dev/null +++ b/js/leancloud.js @@ -0,0 +1,192 @@ +/* global CONFIG */ +// eslint-disable-next-line no-console + +(function(window, document) { + // 查询存储的记录 + function getRecord(Counter, target) { + return new Promise(function(resolve, reject) { + Counter('get', '/classes/Counter?where=' + encodeURIComponent(JSON.stringify({ target }))) + .then(resp => resp.json()) + .then(({ results, code, error }) => { + if (code === 401) { + throw error; + } + if (results && results.length > 0) { + var record = results[0]; + resolve(record); + } else { + Counter('post', '/classes/Counter', { target, time: 0 }) + .then(resp => resp.json()) + .then((record, error) => { + if (error) { + throw error; + } + resolve(record); + }).catch(error => { + console.error('Failed to create: ', error); + reject(error); + }); + } + }).catch((error) => { + console.error('LeanCloud Counter Error: ', error); + reject(error); + }); + }); + } + + // 发起自增请求 + function increment(Counter, incrArr) { + return new Promise(function(resolve, reject) { + Counter('post', '/batch', { + 'requests': incrArr + }).then((res) => { + res = res.json(); + if (res.error) { + throw res.error; + } + resolve(res); + }).catch((error) => { + console.error('Failed to save visitor count: ', error); + reject(error); + }); + }); + } + + // 构建自增请求体 + function buildIncrement(objectId) { + return { + 'method': 'PUT', + 'path' : `/1.1/classes/Counter/${objectId}`, + 'body' : { + 'time': { + '__op' : 'Increment', + 'amount': 1 + } + } + }; + } + + // 校验是否为有效的 Host + function validHost() { + if (CONFIG.web_analytics.leancloud.ignore_local) { + var hostname = window.location.hostname; + if (hostname === 'localhost' || hostname === '127.0.0.1') { + return false; + } + } + return true; + } + + // 校验是否为有效的 UV + function validUV() { + var key = 'LeanCloud_UV_Flag'; + var flag = localStorage.getItem(key); + if (flag) { + // 距离标记小于 24 小时则不计为 UV + if (new Date().getTime() - parseInt(flag, 10) <= 86400000) { + return false; + } + } + localStorage.setItem(key, new Date().getTime().toString()); + return true; + } + + function addCount(Counter) { + var enableIncr = CONFIG.web_analytics.enable && !Fluid.ctx.dnt && validHost(); + var getterArr = []; + var incrArr = []; + + // 请求 PV 并自增 + var pvCtn = document.querySelector('#leancloud-site-pv-container'); + if (pvCtn) { + var pvGetter = getRecord(Counter, 'site-pv').then((record) => { + enableIncr && incrArr.push(buildIncrement(record.objectId)); + var ele = document.querySelector('#leancloud-site-pv'); + if (ele) { + ele.innerText = (record.time || 0) + (enableIncr ? 1 : 0); + pvCtn.style.display = 'inline'; + } + }); + getterArr.push(pvGetter); + } + + // 请求 UV 并自增 + var uvCtn = document.querySelector('#leancloud-site-uv-container'); + if (uvCtn) { + var uvGetter = getRecord(Counter, 'site-uv').then((record) => { + var incrUV = validUV() && enableIncr; + incrUV && incrArr.push(buildIncrement(record.objectId)); + var ele = document.querySelector('#leancloud-site-uv'); + if (ele) { + ele.innerText = (record.time || 0) + (incrUV ? 1 : 0); + uvCtn.style.display = 'inline'; + } + }); + getterArr.push(uvGetter); + } + + // 如果有页面浏览数节点，则请求浏览数并自增 + var viewCtn = document.querySelector('#leancloud-page-views-container'); + if (viewCtn) { + var path = eval(CONFIG.web_analytics.leancloud.path || 'window.location.pathname'); + var target = decodeURI(path.replace(/\/*(index.html)?$/, '/')); + var viewGetter = getRecord(Counter, target).then((record) => { + enableIncr && incrArr.push(buildIncrement(record.objectId)); + var ele = document.querySelector('#leancloud-page-views'); + if (ele) { + ele.innerText = (record.time || 0) + (enableIncr ? 1 : 0); + viewCtn.style.display = 'inline'; + } + }); + getterArr.push(viewGetter); + } + + // 如果启动计数自增，批量发起自增请求 + if (enableIncr) { + Promise.all(getterArr).then(() => { + incrArr.length > 0 && increment(Counter, incrArr); + }); + } + } + + var appId = CONFIG.web_analytics.leancloud.app_id; + var appKey = CONFIG.web_analytics.leancloud.app_key; + var serverUrl = CONFIG.web_analytics.leancloud.server_url; + + if (!appId) { + throw new Error('LeanCloud appId is empty'); + } + if (!appKey) { + throw new Error('LeanCloud appKey is empty'); + } + + function fetchData(api_server) { + var Counter = (method, url, data) => { + return fetch(`${api_server}/1.1${url}`, { + method, + headers: { + 'X-LC-Id' : appId, + 'X-LC-Key' : appKey, + 'Content-Type': 'application/json' + }, + body: JSON.stringify(data) + }); + }; + + addCount(Counter); + } + + var apiServer = serverUrl || `https://${appId.slice(0, 8).toLowerCase()}.api.lncldglobal.com`; + + if (apiServer) { + fetchData(apiServer); + } else { + fetch('https://app-router.leancloud.cn/2/route?appId=' + appId) + .then(resp => resp.json()) + .then((data) => { + if (data.api_server) { + fetchData('https://' + data.api_server); + } + }); + } +})(window, document); diff --git a/js/local-search.js b/js/local-search.js new file mode 100644 index 00000000..0784a80a --- /dev/null +++ b/js/local-search.js @@ -0,0 +1,159 @@ +/* global CONFIG */ + +(function() { + // Modified from [hexo-generator-search](https://github.com/wzpan/hexo-generator-search) + function localSearchFunc(path, searchSelector, resultSelector) { + 'use strict'; + // 0x00. environment initialization + var $input = jQuery(searchSelector); + var $result = jQuery(resultSelector); + + if ($input.length === 0) { + // eslint-disable-next-line no-console + throw Error('No element selected by the searchSelector'); + } + if ($result.length === 0) { + // eslint-disable-next-line no-console + throw Error('No element selected by the resultSelector'); + } + + if ($result.attr('class').indexOf('list-group-item') === -1) { + $result.html('

    Loading...
    '); + } + + jQuery.ajax({ + // 0x01. load xml file + url : path, + dataType: 'xml', + success : function(xmlResponse) { + // 0x02. parse xml file + var dataList = jQuery('entry', xmlResponse).map(function() { + return { + title : jQuery('title', this).text(), + content: jQuery('content', this).text(), + url : jQuery('url', this).text() + }; + }).get(); + + if ($result.html().indexOf('list-group-item') === -1) { + $result.html(''); + } + + $input.on('input', function() { + // 0x03. parse query to keywords list + var content = $input.val(); + var resultHTML = ''; + var keywords = content.trim().toLowerCase().split(/[\s-]+/); + $result.html(''); + if (content.trim().length <= 0) { + return $input.removeClass('invalid').removeClass('valid'); + } + // 0x04. perform local searching + dataList.forEach(function(data) { + var isMatch = true; + if (!data.title || data.title.trim() === '') { + data.title = 'Untitled'; + } + var orig_data_title = data.title.trim(); + var data_title = orig_data_title.toLowerCase(); + var orig_data_content = data.content.trim().replace(/<[^>]+>/g, ''); + var data_content = orig_data_content.toLowerCase(); + var data_url = data.url; + var index_title = -1; + var index_content = -1; + var first_occur = -1; + // Skip matching when content is included in search and content is empty + if (CONFIG.include_content_in_search && data_content === '') { + isMatch = false; + } else { + keywords.forEach(function (keyword, i) { + index_title = data_title.indexOf(keyword); + index_content = data_content.indexOf(keyword); + + if (index_title < 0 && index_content < 0) { + isMatch = false; + } else { + if (index_content < 0) { + index_content = 0; + } + if (i === 0) { + first_occur = index_content; + } + } + }); + } + // 0x05. show search results + if (isMatch) { + resultHTML += '' + orig_data_title + ''; + var content = orig_data_content; + if (first_occur >= 0) { + // cut out 100 characters + var start = first_occur - 20; + var end = first_occur + 80; + + if (start < 0) { + start = 0; + } + + if (start === 0) { + end = 100; + } + + if (end > content.length) { + end = content.length; + } + + var match_content = content.substring(start, end); + + // highlight all keywords + keywords.forEach(function(keyword) { + var regS = new RegExp(keyword, 'gi'); + match_content = match_content.replace(regS, '' + keyword + ''); + }); + + resultHTML += '

    ' + match_content + '...

    '; + } + } + }); + if (resultHTML.indexOf('list-group-item') === -1) { + return $input.addClass('invalid').removeClass('valid'); + } + $input.addClass('valid').removeClass('invalid'); + $result.html(resultHTML); + }); + } + }); + } + + function localSearchReset(searchSelector, resultSelector) { + 'use strict'; + var $input = jQuery(searchSelector); + var $result = jQuery(resultSelector); + + if ($input.length === 0) { + // eslint-disable-next-line no-console + throw Error('No element selected by the searchSelector'); + } + if ($result.length === 0) { + // eslint-disable-next-line no-console + throw Error('No element selected by the resultSelector'); + } + + $input.val('').removeClass('invalid').removeClass('valid'); + $result.html(''); + } + + var modal = jQuery('#modalSearch'); + var searchSelector = '#local-search-input'; + var resultSelector = '#local-search-result'; + modal.on('show.bs.modal', function() { + var path = CONFIG.search_path || '/local-search.xml'; + localSearchFunc(path, searchSelector, resultSelector); + }); + modal.on('shown.bs.modal', function() { + jQuery('#local-search-input').focus(); + }); + modal.on('hidden.bs.modal', function() { + localSearchReset(searchSelector, resultSelector); + }); +})(); diff --git a/js/plugins.js b/js/plugins.js new file mode 100644 index 00000000..2a364b04 --- /dev/null +++ b/js/plugins.js @@ -0,0 +1,164 @@ +/* global Fluid, CONFIG */ + +HTMLElement.prototype.wrap = function(wrapper) { + this.parentNode.insertBefore(wrapper, this); + this.parentNode.removeChild(this); + wrapper.appendChild(this); +}; + +Fluid.plugins = { + + typing: function(text) { + if (!('Typed' in window)) { return; } + + var typed = new window.Typed('#subtitle', { + strings: [ + ' ', + text + ], + cursorChar: CONFIG.typing.cursorChar, + typeSpeed : CONFIG.typing.typeSpeed, + loop : CONFIG.typing.loop + }); + typed.stop(); + var subtitle = document.getElementById('subtitle'); + if (subtitle) { + subtitle.innerText = ''; + } + jQuery(document).ready(function() { + typed.start(); + }); + }, + + fancyBox: function(selector) { + if (!CONFIG.image_zoom.enable || !('fancybox' in jQuery)) { return; } + + jQuery(selector || '.markdown-body :not(a) > img, .markdown-body > img').each(function() { + var $image = jQuery(this); + var imageUrl = $image.attr('data-src') || $image.attr('src') || ''; + if (CONFIG.image_zoom.img_url_replace) { + var rep = CONFIG.image_zoom.img_url_replace; + var r1 = rep[0] || ''; + var r2 = rep[1] || ''; + if (r1) { + if (/^re:/.test(r1)) { + r1 = r1.replace(/^re:/, ''); + var reg = new RegExp(r1, 'gi'); + imageUrl = imageUrl.replace(reg, r2); + } else { + imageUrl = imageUrl.replace(r1, r2); + } + } + } + var $imageWrap = $image.wrap(` + ` + ).parent('a'); + if ($imageWrap.length !== 0) { + if ($image.is('.group-image-container img')) { + $imageWrap.attr('data-fancybox', 'group').attr('rel', 'group'); + } else { + $imageWrap.attr('data-fancybox', 'default').attr('rel', 'default'); + } + + var imageTitle = $image.attr('title') || $image.attr('alt'); + if (imageTitle) { + $imageWrap.attr('title', imageTitle).attr('data-caption', imageTitle); + } + } + }); + + jQuery.fancybox.defaults.hash = false; + jQuery('.fancybox').fancybox({ + loop : true, + helpers: { + overlay: { + locked: false + } + } + }); + }, + + imageCaption: function(selector) { + if (!CONFIG.image_caption.enable) { return; } + + jQuery(selector || `.markdown-body > p > img, .markdown-body > figure > img, + .markdown-body > p > a.fancybox, .markdown-body > figure > a.fancybox`).each(function() { + var $target = jQuery(this); + var $figcaption = $target.next('figcaption'); + if ($figcaption.length !== 0) { + $figcaption.addClass('image-caption'); + } else { + var imageTitle = $target.attr('title') || $target.attr('alt'); + if (imageTitle) { + $target.after(``); + } + } + }); + }, + + codeWidget() { + var enableLang = CONFIG.code_language.enable && CONFIG.code_language.default; + var enableCopy = CONFIG.copy_btn && 'ClipboardJS' in window; + if (!enableLang && !enableCopy) { + return; + } + + function getBgClass(ele) { + return Fluid.utils.getBackgroundLightness(ele) >= 0 ? 'code-widget-light' : 'code-widget-dark'; + } + + var copyTmpl = ''; + copyTmpl += '
    '; + copyTmpl += 'LANG'; + copyTmpl += '
    '; + jQuery('.markdown-body pre').each(function() { + var $pre = jQuery(this); + if ($pre.find('code.mermaid').length > 0) { + return; + } + if ($pre.find('span.line').length > 0) { + return; + } + + var lang = ''; + + if (enableLang) { + lang = CONFIG.code_language.default; + if ($pre[0].children.length > 0 && $pre[0].children[0].classList.length >= 2 && $pre.children().hasClass('hljs')) { + lang = $pre[0].children[0].classList[1]; + } else if ($pre[0].getAttribute('data-language')) { + lang = $pre[0].getAttribute('data-language'); + } else if ($pre.parent().hasClass('sourceCode') && $pre[0].children.length > 0 && $pre[0].children[0].classList.length >= 2) { + lang = $pre[0].children[0].classList[1]; + $pre.parent().addClass('code-wrapper'); + } else if ($pre.parent().hasClass('markdown-body') && $pre[0].classList.length === 0) { + $pre.wrap('
    '); + } + lang = lang.toUpperCase().replace('NONE', CONFIG.code_language.default); + } + $pre.append(copyTmpl.replace('LANG', lang).replace('code-widget">', + getBgClass($pre[0]) + (enableCopy ? ' code-widget copy-btn" data-clipboard-snippet>' : ' code-widget">'))); + + if (enableCopy) { + var clipboard = new ClipboardJS('.copy-btn', { + target: function(trigger) { + var nodes = trigger.parentNode.childNodes; + for (var i = 0; i < nodes.length; i++) { + if (nodes[i].tagName === 'CODE') { + return nodes[i]; + } + } + } + }); + clipboard.on('success', function(e) { + e.clearSelection(); + e.trigger.innerHTML = e.trigger.innerHTML.replace('icon-copy', 'icon-success'); + setTimeout(function() { + e.trigger.innerHTML = e.trigger.innerHTML.replace('icon-success', 'icon-copy'); + }, 2000); + }); + } + }); + } +}; diff --git a/js/utils.js b/js/utils.js new file mode 100644 index 00000000..d61bc264 --- /dev/null +++ b/js/utils.js @@ -0,0 +1,245 @@ +/* global Fluid, CONFIG */ + +window.requestAnimationFrame = window.requestAnimationFrame || window.webkitRequestAnimationFrame || window.mozRequestAnimationFrame; + +Fluid.utils = { + + listenScroll: function(callback) { + var dbc = new Debouncer(callback); + window.addEventListener('scroll', dbc, false); + dbc.handleEvent(); + return dbc; + }, + + unlistenScroll: function(callback) { + window.removeEventListener('scroll', callback); + }, + + listenDOMLoaded(callback) { + if (document.readyState !== 'loading') { + callback(); + } else { + document.addEventListener('DOMContentLoaded', function () { + callback(); + }); + } + }, + + scrollToElement: function(target, offset) { + var of = jQuery(target).offset(); + if (of) { + jQuery('html,body').animate({ + scrollTop: of.top + (offset || 0), + easing : 'swing' + }); + } + }, + + elementVisible: function(element, offsetFactor) { + offsetFactor = offsetFactor && offsetFactor >= 0 ? offsetFactor : 0; + var rect = element.getBoundingClientRect(); + const viewportHeight = window.innerHeight || document.documentElement.clientHeight; + return ( + (rect.top >= 0 && rect.top <= viewportHeight * (1 + offsetFactor) + rect.height / 2) || + (rect.bottom >= 0 && rect.bottom <= viewportHeight * (1 + offsetFactor) + rect.height / 2) + ); + }, + + waitElementVisible: function(selectorOrElement, callback, offsetFactor) { + var runningOnBrowser = typeof window !== 'undefined'; + var isBot = (runningOnBrowser && !('onscroll' in window)) + || (typeof navigator !== 'undefined' && /(gle|ing|ro|msn)bot|crawl|spider|yand|duckgo/i.test(navigator.userAgent)); + if (!runningOnBrowser || isBot) { + return; + } + + offsetFactor = offsetFactor && offsetFactor >= 0 ? offsetFactor : 0; + + function waitInViewport(element) { + Fluid.utils.listenDOMLoaded(function() { + if (Fluid.utils.elementVisible(element, offsetFactor)) { + callback(); + return; + } + if ('IntersectionObserver' in window) { + var io = new IntersectionObserver(function(entries, ob) { + if (entries[0].isIntersecting) { + callback(); + ob.disconnect(); + } + }, { + threshold : [0], + rootMargin: (window.innerHeight || document.documentElement.clientHeight) * offsetFactor + 'px' + }); + io.observe(element); + } else { + var wrapper = Fluid.utils.listenScroll(function() { + if (Fluid.utils.elementVisible(element, offsetFactor)) { + Fluid.utils.unlistenScroll(wrapper); + callback(); + } + }); + } + }); + } + + if (typeof selectorOrElement === 'string') { + this.waitElementLoaded(selectorOrElement, function(element) { + waitInViewport(element); + }); + } else { + waitInViewport(selectorOrElement); + } + }, + + waitElementLoaded: function(selector, callback) { + var runningOnBrowser = typeof window !== 'undefined'; + var isBot = (runningOnBrowser && !('onscroll' in window)) + || (typeof navigator !== 'undefined' && /(gle|ing|ro|msn)bot|crawl|spider|yand|duckgo/i.test(navigator.userAgent)); + if (!runningOnBrowser || isBot) { + return; + } + + if ('MutationObserver' in window) { + var mo = new MutationObserver(function(records, ob) { + var ele = document.querySelector(selector); + if (ele) { + callback(ele); + ob.disconnect(); + } + }); + mo.observe(document, { childList: true, subtree: true }); + } else { + Fluid.utils.listenDOMLoaded(function() { + var waitLoop = function() { + var ele = document.querySelector(selector); + if (ele) { + callback(ele); + } else { + setTimeout(waitLoop, 100); + } + }; + waitLoop(); + }); + } + }, + + createScript: function(url, onload) { + var s = document.createElement('script'); + s.setAttribute('src', url); + s.setAttribute('type', 'text/javascript'); + s.setAttribute('charset', 'UTF-8'); + s.async = false; + if (typeof onload === 'function') { + if (window.attachEvent) { + s.onreadystatechange = function() { + var e = s.readyState; + if (e === 'loaded' || e === 'complete') { + s.onreadystatechange = null; + onload(); + } + }; + } else { + s.onload = onload; + } + } + var ss = document.getElementsByTagName('script'); + var e = ss.length > 0 ? ss[ss.length - 1] : document.head || document.documentElement; + e.parentNode.insertBefore(s, e.nextSibling); + }, + + createCssLink: function(url) { + var l = document.createElement('link'); + l.setAttribute('rel', 'stylesheet'); + l.setAttribute('type', 'text/css'); + l.setAttribute('href', url); + var e = document.getElementsByTagName('link')[0] + || document.getElementsByTagName('head')[0] + || document.head || document.documentElement; + e.parentNode.insertBefore(l, e); + }, + + loadComments: function(selector, loadFunc) { + var ele = document.querySelector('#comments[lazyload]'); + if (ele) { + var callback = function() { + loadFunc(); + ele.removeAttribute('lazyload'); + }; + Fluid.utils.waitElementVisible(selector, callback, CONFIG.lazyload.offset_factor); + } else { + loadFunc(); + } + }, + + getBackgroundLightness(selectorOrElement) { + var ele = selectorOrElement; + if (typeof selectorOrElement === 'string') { + ele = document.querySelector(selectorOrElement); + } + var view = ele.ownerDocument.defaultView; + if (!view) { + view = window; + } + var rgbArr = view.getComputedStyle(ele).backgroundColor.replace(/rgba*\(/, '').replace(')', '').split(/,\s*/); + if (rgbArr.length < 3) { + return 0; + } + var colorCast = (0.213 * rgbArr[0]) + (0.715 * rgbArr[1]) + (0.072 * rgbArr[2]); + return colorCast === 0 || colorCast > 255 / 2 ? 1 : -1; + }, + + retry(handler, interval, times) { + if (times <= 0) { + return; + } + var next = function() { + if (--times >= 0 && !handler()) { + setTimeout(next, interval); + } + }; + setTimeout(next, interval); + } + +}; + +/** + * Handles debouncing of events via requestAnimationFrame + * @see http://www.html5rocks.com/en/tutorials/speed/animations/ + * @param {Function} callback The callback to handle whichever event + */ +function Debouncer(callback) { + this.callback = callback; + this.ticking = false; +} + +Debouncer.prototype = { + constructor: Debouncer, + + /** + * dispatches the event to the supplied callback + * @private + */ + update: function() { + this.callback && this.callback(); + this.ticking = false; + }, + + /** + * ensures events don't get stacked + * @private + */ + requestTick: function() { + if (!this.ticking) { + requestAnimationFrame(this.rafCallback || (this.rafCallback = this.update.bind(this))); + this.ticking = true; + } + }, + + /** + * Attach this as the event listeners + */ + handleEvent: function() { + this.requestTick(); + } +}; diff --git a/links/index.html b/links/index.html new file mode 100644 index 00000000..3272d298 --- /dev/null +++ b/links/index.html @@ -0,0 +1,425 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Links - CodeCraft + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + + +
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    + +
    + +
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    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/local-search.xml b/local-search.xml new file mode 100644 index 00000000..2d008001 --- /dev/null +++ b/local-search.xml @@ -0,0 +1,30 @@ + + + + + + + 如何更好的打印语法树结构 + + /2024/07/18/2024-7-18-slang-ast-hier-tree/ + + 什么是语法树
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z+tMK7BA${yCd8;-mJ*Ip<{$ie_hJ9>(-qVPoN>&6@nP)3vk-(pHo!bR{ehXo3n}a2dIAx%#!JEXZ3Y5BS4UO~d#z)1z{~lhcs;Ua zCYwa-Tg9`Gk`_aw;Zftva>Nz|GPV8~j(b^FU;oHXE>3XX#R$;70b@ zpgyw6zOLP#as&ZSCfqZAO6kdNxyiuaj@fw(5r#W$muzPUwxB}r2V2mvxx(Y*wNe`X zpu3Ml@E_+fWfq3Wc}OczZ85kJlaP?eHC5Ry2vr;4$%uC$M;Oq`#moHiHd|SVMhJ4i zGhU9SvcMpFGdfs<7+hl=Te0BFI(m#XvorF(2r8uRVZaHk_n2w$4g^{q2{{-8GnXo< zY}RTVr$F`;Dog>yt5Ft@<4uNfP9rs1qsMFYb6Mm|MzCDIB*cF!zMlMEuMWdx$~C!@ z;rc`IJ}H-^%>Gz$m@0D*PCDCqH2&z&hdctQjSo!opc_0T2)IfaY|ZEi56Au~e!QC$ zBD-|TA4L!uwJLJeil8HvIb~ird*0^C0reoj=mRRac=c>hcIv;Y7nJkVf(8gyz#CVY zbHhCA&l!r}>kh%|dPSIc)Z@=e>7Pbv-z3G#t5MssYS8jr=j4H~w^CFB8|}sAEY(FU zrrFHnA@sq=A+)^OaS?Q8u$}m}gUBuTPa4?OuJ7-fA;;qmwweQ5sfo|pV*Bgt&aabc zla6ZB5AF_KJZwmvL4n3+={Jreegn_I=#kww6kbIqAOL&mL*$=!4>{`O{>pj5e{oL( zFff|we3N^H`OqU=j4t3w(RW13EQ>3!@5iEBr@T0zj)wlLDq;du++_fU3&LE`2*-M{&VW zI%4z?t-IAr5G8&`E^

    语法树（Syntax Tree），是一种树状数据结构，用于表示源代码的语法结构。每个节点都表示源代码中的一种语法结构。语法树在编译器和解释器中被广泛使用，以帮助分析和处理编程语言的源代码。

    语法树可以进一步分成具体语法树（Concrete Syntax Tree）和抽象语法树（Abstract Syntax Tree）。编译器前端通常会根据BNF语法生成CST，然后再根据语义构建AST。

    为了方便用户使用语法树，通常会支持Visitor设计模式，这样自定义的Visitor就可以针对感兴趣的节点类型进行遍历。

    所以这样就引出一个问题，节点类型那么多，如何能直观的看到这个树形结构呢？尤其对于不支持反射的C++，无法Debug查看类型

    下面是作者在基于slang项目开发Lint规则的时候，作出的一些尝试。

    slang是一个Modern C++项目，使用了很多C++17和C++20新特性。

    slang is a software library that provides various components for lexing, parsing, type checking, and elaborating SystemVerilog code. It comes with an executable tool that can compile and lint any SystemVerilog project, but it is also intended to be usable as a front end for synthesis tools, simulators, linters, code editors, and refactoring tools.

    slang is the fastest and most compliant SystemVerilog frontend

    那么在说明这个问题之前，还是要对SystemVerilog进行简单的介绍。然后给出序列化为json格式的语法树，最后给出作者方案作为比较。

    SystemVerilog简介

    SystemVerilog 是一种硬件描述和验证语言（HDVL），是Verilog硬件描述语言的扩展。它结合了硬件描述语言（HDL）和硬件验证语言（HVL）的特性，旨在提供一种更强大和灵活的工具来设计和验证数字系统。SystemVerilog 由 Accellera 标准组织开发，并已被 IEEE 标准协会标准化为 IEEE 1800。

    SystemVerilog 的主要特点

    1. 综合和仿真：支持设计综合（synthesis）和仿真（simulation），可以用来描述硬件电路并验证其行为。
    2. 面向对象编程：引入了面向对象编程（OOP）概念，如类（class）、继承（inheritance）、多态（polymorphism）等，用于更复杂的测试平台开发。
    3. 高级验证功能：包含了许多高级验证功能，如断言（assertions）、约束随机化（constraint randomization）、覆盖率（coverage）等。
    4. 接口和模块化：支持接口（interface）和模块化编程，促进设计的可重用性和模块化。
    5. 并行处理：具有并行处理能力，可以描述并行硬件行为。
    6. 组合逻辑和时序逻辑：支持组合逻辑和时序逻辑的建模。

    SystemVerilog 的基本构造

    模块

    模块（module）是 SystemVerilog 的基本构造，用于定义电路的结构和行为。例如：

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    module adder (
        input logic [3:0] a,
        input logic [3:0] b,
        output logic [3:0] sum
    );
        assign sum = a + b;
    endmodule

    接口

    接口（interface）用于定义模块之间的通信信号。例如：

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    interface simple_bus (
        input logic clk,
        input logic reset
    );
        logic [7:0] data;
        logic valid;
    endinterface

    类

    类（class）用于验证环境中的面向对象编程。例如：

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    class Packet;
        rand bit [7:0] addr;
        rand bit [7:0] data;

        function void display();
            $display("Address: %0h, Data: %0h", addr, data);
        endfunction
    endclass

    SystemVerilog 的应用

    1. 硬件设计：用于描述数字电路的结构和行为，可以综合成实际的硬件电路。
    2. 硬件验证：提供了丰富的验证功能，用于验证数字设计的正确性和性能，包括功能验证和形式验证。
    3. 测试平台开发：可以用来开发复杂的测试平台，进行全面的硬件设计验证。

    SystemVerilog 的优势

    1. 增强的表达能力：相比于 Verilog，SystemVerilog 提供了更强大的语法和语义，可以更高效地描述复杂的硬件和验证环境。
    2. 高效的验证方法：引入了约束随机化、覆盖率驱动验证和断言等先进验证技术，大大提高了验证效率。
    3. 面向对象编程：支持面向对象编程，使得验证代码更具结构性和可维护性。

    总的来说，SystemVerilog 是一种强大且灵活的硬件描述和验证语言，广泛应用于现代数字电路设计和验证领域。

    slang给出的json格式的AST

    slang项目提供了一个命令行工具，并提供了--ast-json来序列化AST为json格式。还是以这个加法器模块为例，

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    module adder (
        input logic [3:0] a,
        input logic [3:0] b,
        output logic [3:0] sum
    );
        assign sum = a + b;
    endmodule

    序列化的json结构如下

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    {
      "design": {
        "name": "$root",
        "kind": "Root",
        "addr": 2199025570624,
        "members": [
          {
            "name": "",
            "kind": "CompilationUnit",
            "addr": 2199025963792
          },
          {
            "name": "adder",
            "kind": "Instance",
            "addr": 2199025964560,
            "body": {
              "name": "adder",
              "kind": "InstanceBody",
              "addr": 2199025964184,
              "members": [
                {
                  "name": "a",
                  "kind": "Port",
                  "addr": 2199025964704,
                  "type": "logic[3:0]",
                  "direction": "In",
                  "internalSymbol": "2199025964880 a"
                },
                {
                  "name": "a",
                  "kind": "Variable",
                  "addr": 2199025964880,
                  "type": "logic[3:0]",
                  "lifetime": "Static"
                },
                {
                  "name": "b",
                  "kind": "Port",
                  "addr": 2199025965256,
                  "type": "logic[3:0]",
                  "direction": "In",
                  "internalSymbol": "2199025965432 b"
                },
                {
                  "name": "b",
                  "kind": "Variable",
                  "addr": 2199025965432,
                  "type": "logic[3:0]",
                  "lifetime": "Static"
                },
                {
                  "name": "sum",
                  "kind": "Port",
                  "addr": 2199025965808,
                  "type": "logic[3:0]",
                  "direction": "Out",
                  "internalSymbol": "2199025965984 sum"
                },
                {
                  "name": "sum",
                  "kind": "Variable",
                  "addr": 2199025965984,
                  "type": "logic[3:0]",
                  "lifetime": "Static"
                },
                {
                  "name": "",
                  "kind": "ContinuousAssign",
                  "addr": 2199025966384,
                  "assignment": {
                    "kind": "Assignment",
                    "type": "logic[3:0]",
                    "left": {
                      "kind": "NamedValue",
                      "type": "logic[3:0]",
                      "symbol": "2199025965984 sum"
                    },
                    "right": {
                      "kind": "BinaryOp",
                      "type": "logic[3:0]",
                      "op": "Add",
                      "left": {
                        "kind": "NamedValue",
                        "type": "logic[3:0]",
                        "symbol": "2199025964880 a"
                      },
                      "right": {
                        "kind": "NamedValue",
                        "type": "logic[3:0]",
                        "symbol": "2199025965432 b"
                      }
                    },
                    "isNonBlocking": false
                  }
                }
              ],
              "definition": "2199025746816 adder"
            },
            "connections": [
            ]
          }
        ]
      },
      "definitions": [
        {
          "name": "adder",
          "kind": "Definition",
          "addr": 2199025746816,
          "defaultNetType": "2199025567936 wire",
          "definitionKind": "Module",
          "defaultLifetime": "Static",
          "unconnectedDrive": "None"
        }
      ]
    }

    是不是首先感到，这个json格式有点太长了，因为一个节点会有很多属性。而且通过缩进也很难看出来节点的父子关系。

    tree命令行的启发

    树状结构是一个二维结构，很难展示。不过命令工具tree打印的树状结构非常清晰。

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    $ tree .
    .
    ├── dir1
    │    └── a.txt
    └── dir2
         ├── b.txt
         └── c.txt

    可以看到这种展示方式很好的把父子关系展示了出来，清楚的看到一个目录下所包含的文件。

    这种具体的层次树hierarchical tree称之为目录树。

    解决方案展示

    还是这个sv代码

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    module adder (
        input logic [3:0] a,
        input logic [3:0] b,
        output logic [3:0] sum
    );
        assign sum = a + b;
    endmodule

    AST的优化展示

    我们展示一下用目录树的方式，展现AST

    adder-ast可以看到每一行都是一个key-value键值对，用冒号分隔。同时加上term颜色区分。

    绿色的key是节点的class类型，value部分则是节点的属性信息，以空格分隔。

    这样就可以以紧凑的方式展示AST。

    CST的优化展示

    slang并没有给出命令行的方式展现CST，但是用户可能需要直接访问CST进行一些处理，例如：格式化sv代码。

    下面是用相似的方式展现adder的CST数据结构。可以看出来，叶子节点的value就是该节点的原始文本。

    adder-cst

    总结

    参考目录树的展示方式，结合key-value和term color给出了更加紧凑和清晰的语法树展现方式。这种方式更加方便用户基于AST和CST进行开发。

    但是这种方式的缺点也是明确的，就是不适合作为文本方式保存。也不适合展示大的代码。当然json方式也不适合（但是都可以通过hierarchical path的约束，只展示部分语法树结构。）。

    ]]> + + + + + + c++ + + AST + + tree + + + + + + + + + diff --git a/placeholder b/placeholder deleted file mode 100644 index e69de29b..00000000 diff --git a/search.xml b/search.xml new file mode 100644 index 00000000..952529c6 --- /dev/null +++ b/search.xml @@ -0,0 +1,83 @@ + + + + 如何更好的打印语法树结构 + /2024/07/18/2024-7-18-slang-ast-hier-tree/ + 什么是语法树

    语法树（Syntax Tree），是一种树状数据结构， +用于表示源代码的语法结构。每个节点都表示源代码中的一种语法结构。 +语法树在编译器和解释器中被广泛使用，以帮助分析和处理编程语言的源代码。

    + + +

    语法树可以进一步分成具体语法树（Concrete Syntax Tree）和抽象语法树（Abstract Syntax Tree）。 +编译器前端通常会根据BNF语法生成CST，然后再根据语义构建AST。

    +

    为了方便用户使用语法树，通常会支持Visitor设计模式，这样自定义的Visitor就可以针对感兴趣的节点类型进行遍历。

    +

    所以这样就引出一个问题，节点类型那么多，如何能直观的看到这个树形结构呢？尤其对于不支持反射的C++，无法Debug查看类型

    +

    下面是作者在基于slang项目开发Lint规则的时候，作出的一些尝试。

    +

    slang是一个Modern C++项目，使用了很多C++17和C++20新特性。

    +
    +

    slang is a software library that provides various components for lexing, parsing, type checking, and elaborating SystemVerilog code. It comes with an executable tool that can compile and lint any SystemVerilog project, but it is also intended to be usable as a front end for synthesis tools, simulators, linters, code editors, and refactoring tools.

    +

    slang is the fastest and most compliant SystemVerilog frontend

    +
    +

    那么在说明这个问题之前，还是要对SystemVerilog进行简单的介绍。然后给出序列化为json格式的语法树，最后给出作者方案作为比较。

    +

    SystemVerilog简介

    SystemVerilog 是一种硬件描述和验证语言（HDVL），是Verilog硬件描述语言的扩展。它结合了硬件描述语言（HDL）和硬件验证语言（HVL）的特性，旨在提供一种更强大和灵活的工具来设计和验证数字系统。SystemVerilog 由 Accellera 标准组织开发，并已被 IEEE 标准协会标准化为 IEEE 1800。

    +

    SystemVerilog 的主要特点

      +
    1. 综合和仿真：支持设计综合（synthesis）和仿真（simulation），可以用来描述硬件电路并验证其行为。
      2. +
    2. 面向对象编程：引入了面向对象编程（OOP）概念，如类（class）、继承（inheritance）、多态（polymorphism）等，用于更复杂的测试平台开发。
      3. +
    3. 高级验证功能：包含了许多高级验证功能，如断言（assertions）、约束随机化（constraint randomization）、覆盖率（coverage）等。
      4. +
    4. 接口和模块化：支持接口（interface）和模块化编程，促进设计的可重用性和模块化。
      5. +
    5. 并行处理：具有并行处理能力，可以描述并行硬件行为。
      6. +
    6. 组合逻辑和时序逻辑：支持组合逻辑和时序逻辑的建模。
      7. +
    +

    SystemVerilog 的基本构造

    模块

    模块（module）是 SystemVerilog 的基本构造，用于定义电路的结构和行为。例如：

    +
    module adder (
        input logic [3:0] a,
        input logic [3:0] b,
        output logic [3:0] sum
    );
        assign sum = a + b;
    endmodule
    + +

    接口

    接口（interface）用于定义模块之间的通信信号。例如：

    +
    interface simple_bus (
        input logic clk,
        input logic reset
    );
        logic [7:0] data;
        logic valid;
    endinterface
    + +

    类

    类（class）用于验证环境中的面向对象编程。例如：

    +
    class Packet;
        rand bit [7:0] addr;
        rand bit [7:0] data;

        function void display();
            $display("Address: %0h, Data: %0h", addr, data);
        endfunction
    endclass
    + +

    SystemVerilog 的应用

      +
    1. 硬件设计：用于描述数字电路的结构和行为，可以综合成实际的硬件电路。
      2. +
    2. 硬件验证：提供了丰富的验证功能，用于验证数字设计的正确性和性能，包括功能验证和形式验证。
      3. +
    3. 测试平台开发：可以用来开发复杂的测试平台，进行全面的硬件设计验证。
      4. +
    +

    SystemVerilog 的优势

      +
    1. 增强的表达能力：相比于 Verilog，SystemVerilog 提供了更强大的语法和语义，可以更高效地描述复杂的硬件和验证环境。
      2. +
    2. 高效的验证方法：引入了约束随机化、覆盖率驱动验证和断言等先进验证技术，大大提高了验证效率。
      3. +
    3. 面向对象编程：支持面向对象编程，使得验证代码更具结构性和可维护性。
      4. +
    +

    总的来说，SystemVerilog 是一种强大且灵活的硬件描述和验证语言，广泛应用于现代数字电路设计和验证领域。

    +

    slang给出的json格式的AST

    slang项目提供了一个命令行工具，并提供了--ast-json来序列化AST为json格式。还是以这个加法器模块为例，

    +
    module adder (
        input logic [3:0] a,
        input logic [3:0] b,
        output logic [3:0] sum
    );
        assign sum = a + b;
    endmodule
    +

    序列化的json结构如下

    +
    {
      "design": {
        "name": "$root",
        "kind": "Root",
        "addr": 2199025570624,
        "members": [
          {
            "name": "",
            "kind": "CompilationUnit",
            "addr": 2199025963792
          },
          {
            "name": "adder",
            "kind": "Instance",
            "addr": 2199025964560,
            "body": {
              "name": "adder",
              "kind": "InstanceBody",
              "addr": 2199025964184,
              "members": [
                {
                  "name": "a",
                  "kind": "Port",
                  "addr": 2199025964704,
                  "type": "logic[3:0]",
                  "direction": "In",
                  "internalSymbol": "2199025964880 a"
                },
                {
                  "name": "a",
                  "kind": "Variable",
                  "addr": 2199025964880,
                  "type": "logic[3:0]",
                  "lifetime": "Static"
                },
                {
                  "name": "b",
                  "kind": "Port",
                  "addr": 2199025965256,
                  "type": "logic[3:0]",
                  "direction": "In",
                  "internalSymbol": "2199025965432 b"
                },
                {
                  "name": "b",
                  "kind": "Variable",
                  "addr": 2199025965432,
                  "type": "logic[3:0]",
                  "lifetime": "Static"
                },
                {
                  "name": "sum",
                  "kind": "Port",
                  "addr": 2199025965808,
                  "type": "logic[3:0]",
                  "direction": "Out",
                  "internalSymbol": "2199025965984 sum"
                },
                {
                  "name": "sum",
                  "kind": "Variable",
                  "addr": 2199025965984,
                  "type": "logic[3:0]",
                  "lifetime": "Static"
                },
                {
                  "name": "",
                  "kind": "ContinuousAssign",
                  "addr": 2199025966384,
                  "assignment": {
                    "kind": "Assignment",
                    "type": "logic[3:0]",
                    "left": {
                      "kind": "NamedValue",
                      "type": "logic[3:0]",
                      "symbol": "2199025965984 sum"
                    },
                    "right": {
                      "kind": "BinaryOp",
                      "type": "logic[3:0]",
                      "op": "Add",
                      "left": {
                        "kind": "NamedValue",
                        "type": "logic[3:0]",
                        "symbol": "2199025964880 a"
                      },
                      "right": {
                        "kind": "NamedValue",
                        "type": "logic[3:0]",
                        "symbol": "2199025965432 b"
                      }
                    },
                    "isNonBlocking": false
                  }
                }
              ],
              "definition": "2199025746816 adder"
            },
            "connections": [
            ]
          }
        ]
      },
      "definitions": [
        {
          "name": "adder",
          "kind": "Definition",
          "addr": 2199025746816,
          "defaultNetType": "2199025567936 wire",
          "definitionKind": "Module",
          "defaultLifetime": "Static",
          "unconnectedDrive": "None"
        }
      ]
    }
    + +

    是不是首先感到，这个json格式有点太长了，因为一个节点会有很多属性。而且通过缩进也很难看出来节点的父子关系。

    +

    tree命令行的启发

    树状结构是一个二维结构，很难展示。不过命令工具tree打印的树状结构非常清晰。

    +
    $ tree .
    .
    ├── dir1
    │    └── a.txt
    └── dir2
         ├── b.txt
         └── c.txt
    +

    可以看到这种展示方式很好的把父子关系展示了出来，清楚的看到一个目录下所包含的文件。

    +

    这种具体的层次树hierarchical tree称之为目录树。

    +

    解决方案展示

    还是这个sv代码

    +
    module adder (
        input logic [3:0] a,
        input logic [3:0] b,
        output logic [3:0] sum
    );
        assign sum = a + b;
    endmodule
    + +

    AST的优化展示

    我们展示一下用目录树的方式，展现AST

    +

    adder-ast +可以看到每一行都是一个key-value键值对，用冒号分隔。同时加上term颜色区分。

    +

    绿色的key是节点的class类型，value部分则是节点的属性信息，以空格分隔。

    +

    这样就可以以紧凑的方式展示AST。

    +

    CST的优化展示

    slang并没有给出命令行的方式展现CST，但是用户可能需要直接访问CST进行一些处理， +例如：格式化sv代码。

    +

    下面是用相似的方式展现adder的CST数据结构。可以看出来，叶子节点的value就是该节点的原始文本。

    +

    adder-cst

    +

    总结

    参考目录树的展示方式，结合key-value和term color给出了更加紧凑和清晰的语法树展现方式。这种方式更加方便用户基于AST和CST进行开发。

    +

    但是这种方式的缺点也是明确的， +就是不适合作为文本方式保存。也不适合展示大的代码。当然json方式也不适合（但是都可以通过hierarchical path的约束，只展示部分语法树结构。）。

    +]]> + + c++ + AST + tree + + + diff --git a/sitemap.xml b/sitemap.xml new file mode 100644 index 00000000..f2908020 --- /dev/null +++ b/sitemap.xml @@ -0,0 +1,72 @@ + + + + + https://threelambda.com/tags/index.html + + 2024-07-22 + + monthly + 0.6 + + + + https://threelambda.com/2024/07/18/2024-7-18-slang-ast-hier-tree/ + + 2024-07-22 + + monthly + 0.6 + + + + https://threelambda.com/about/2019-4-2-bt-7.html + + 2024-07-22 + + monthly + 0.6 + + + + https://threelambda.com/about/index.html + + 2024-07-22 + + monthly + 0.6 + + + + + https://threelambda.com/ + 2024-07-22 + daily + 1.0 + + + + + https://threelambda.com/tags/c/ + 2024-07-22 + weekly + 0.2 + + + + https://threelambda.com/tags/AST/ + 2024-07-22 + weekly + 0.2 + + + + https://threelambda.com/tags/tree/ + 2024-07-22 + weekly + 0.2 + + + + + diff --git a/tags/AST/index.html b/tags/AST/index.html new file mode 100644 index 00000000..bb773242 --- /dev/null +++ b/tags/AST/index.html @@ -0,0 +1,387 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Tags - AST - CodeCraft + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
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    +

    [leetcode 200]Number of Islands 原创解法

    + + +
    + +

    题目概述

    原题链接

    +
    Given a 2d grid map of '1's (land) and '0's (water), count the number of islands. An island is surrounded by water and is formed by connecting adjacent lands horizontally or vertically. You may assume all four edges of the grid are all surrounded by water.
+
+Example 1:
+
+11110
+11010
+11000
+00000
+Answer: 1
+
+Example 2:
+
+11000
+11000
+00100
+00011
+Answer: 3
+
    + + +

    最终解法

    解法的代码先贴出来了，解题思路后补啊。总体来说，就是一行一行的扫描。 +是个不错的在线算法，也就是说如果数据量非常大也没关系，呵呵。

    +
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    class Solution(object):
        def numIslands(self, grid):
            """
            基本思路，一行一行的扫描。
            :type grid: List[List[str]]
            :rtype: int
            """
            print("====")
            n = len(grid)
            if n == 0: return 0

            length = len(grid[0])
            h_pre = {}   # key : 是 “i,j” 字符串。value =》 [accumulator] ，一个list包含了岛的索引。
            h_curr = {}  # 当前行
            a = []  # 保存的是一个个的list，list的长度是1，值对应岛的索引。
            debug = []
            accumulator = 1 # 表示岛的自增索引，每当发现一个新的岛，自增。
            for i in range(0, length):
                if i == 0 and grid[0][i] == '1':
                    h_curr['0,' + str(i)] = [accumulator]
                    a.append(h_curr['0,' + str(i)])
                    debug.append('0,' + str(i))
                elif i > 0 and grid[0][i] == '1':
                    if grid[0][i - 1] == '1':
                        h_curr[str(0) + ',' + str(i)] = h_curr[str(0) + ',' + str(i - 1)]
                    else:
                        accumulator += 1
                        h_curr['0,' + str(i)] = [accumulator]
                        a.append(h_curr['0,' + str(i)])
                        debug.append('0,' + str(i))

            for i in range(1, n):
                h_pre = h_curr
                h_curr = {}
                for j in range(0, length):
                    if j == 0 and grid[i][j] == '1':

                        if grid[i - 1][j] == '1':
                            h_curr[str(i) + ',' + str(j)] = h_pre[str(i - 1) + ',' + str(j)]
                        else:
                            accumulator += 1
                            h_curr[str(i) + ',' + str(j)] = [accumulator]
                            a.append(h_curr[str(i) + ',' + str(j)])
                            debug.append(str(i) + ',' + str(j))

                    elif j > 0 and grid[i][j] == '1':

                        if grid[i - 1][j] == '1' and grid[i][j - 1] == '1':
                            pre = h_curr[str(i) + ',' + str(j - 1)]
                            above = h_pre[str(i - 1) + ',' + str(j)]

                            if pre[0] == above[0]:
                                # 对pre的值进行更新
                                h_curr[str(i) + ',' + str(j)] = pre
                            else :
                                h_curr[str(i) + ',' + str(j)] = above
                                v1 = pre[0]
                                v2 = above[0]  # z这里一定要换成静态的值，否则的话当a[k]的值进行更新时，会影响到pre的值。
                                for k in range(0, len(a)):
                                    if a[k][0] == v1:
                                        a[k][0] = v2


                        elif grid[i][j - 1] == '1' and grid[i - 1][j] != '1':
                            pre = h_curr[str(i) + ',' + str(j - 1)]
                            h_curr[str(i) + ',' + str(j)] = pre
                        elif grid[i][j - 1] != '1' and grid[i - 1][j] == '1':
                            above = h_pre[str(i - 1) + ',' + str(j)]
                            h_curr[str(i) + ',' + str(j)] = above
                        else:
                            accumulator += 1
                            h_curr[str(i) + ',' + str(j)] = [accumulator]
                            a.append(h_curr[str(i) + ',' + str(j)])
                            debug.append(str(i) + ',' + str(j))
            s = set()
            for item in a:
                s.add(item[0])
            return len(s)


    if __name__ == "__main__":
        grid = ["11000",
                "11000",
                "00100",
                "00011"]  # 3
        print(Solution().numIslands(grid))
        grid = ["10111",
                "10101",
                "11101"]  # 1
        print(Solution().numIslands(grid))
        grid = ["1111111",
                "0000001",
                "1111101",
                "1000101",
                "1010101",
                "1011101",
                "1111111"]  # 1
        print(Solution().numIslands(grid))


        grid = ["10011101100000000000",
                "10011001000101010010",
                "00011110101100001010",
                "00011001000111001001",
                "00000001110000000000",
                "10000101011000000101",
                "00010001010101010101",
                "00010100110101101110",
                "00001001100001000101",
                "00100100000100100010",
                "10010000000100101010",
                "01000101011011101100",
                "11010000100000010001",
                "01001110001111101000",
                "00111000110001010000",
                "10010100001000101011",
                "10100000010001010000",
                "01100011101010111100",
                "01000011001010010011",
                "00000011110100011000"]  # 58
        print(Solution().numIslands(grid))
    + + +
    + +
    +
    +
    + + +
    + + + #leetcode + + #算法 + + #python + +
    + +
    + + + + + +
    +
    +
    [leetcode 200]Number of Islands 原创解法
    +
    https://threelambda.com/2016/09/27/2016-9-27-leetcode-200/
    +
    +
    + +
    +
    作者
    +
    Ming Yang
    +
    + + +
    +
    发布于
    +
    2016年9月27日
    +
    + + + +
    +
    许可协议
    +
    + + + + + + + + + + +
    +
    + +
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    + + + + +
    + +
    + + +
    +
    + +
    + + +
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    + +
    + + + + +
    +
    +
    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/zh-hans/2016/10/24/leetcode-224/index.html b/zh-hans/2016/10/24/leetcode-224/index.html new file mode 100644 index 00000000..00830aa0 --- /dev/null +++ b/zh-hans/2016/10/24/leetcode-224/index.html @@ -0,0 +1,732 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + [leetcode 224 & 227]Basic Calculator I & II 原创解法 - CodeCraft + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + + +
    + + + + + + +
    + +
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    + + +
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    +

    [leetcode 224 & 227]Basic Calculator I & II 原创解法

    + + +
    + +

    题目概述

    224原题链接

    +

    227原题链接

    +
    Implement a basic calculator to evaluate a simple expression string.
+
    +

    这两道题可以使用一种通用的解法来解。所以就放在一起了。

    +
    "1 + 1" = 2
+" 2-1 + 2 " = 3
+"(1+(4+5+2)-3)+(6+8)" = 23
+
+"3+2*2" = 7
+" 3/2 " = 1
+" 3+5 / 2 " = 5
+
    + + +

    波兰计数法

    波兰计数法是一种非常巧妙的方法，只使用一个栈结构就能计算表达式。 +但是呢，我们常用的表达式是一种infix表达式，而波兰计数法是一种 +postfix表达式。所以需要一种把infix expression转换成postfix expression +。转换方法

    +

    抽象语法树

    我还是想用抽象语法树的形式来解。也就是说先把表达式转换成一棵二叉树。 +然后再计算这棵树。思路很简单，所以呢，为了直观的看到树状结构。 +我发现Python下有一个不错的包binarytree，这个包可以打印树状图。 +我们先来看看打印的结果吧。是不是很不错。

    +
    0-(1+2)*3*(4-3/5/5)+1+1
+
+                                __+  
+                               /   \ 
+    __________________________+     1
+   /                           \     
+  -__________                   1    
+ /           \                       
+0           __*__                    
+           /     \                   
+        __*       -______            
+       /   \     /       \           
+      +     3   4       __/          
+     / \               /   \         
+    1   2             /     5        
+                     / \             
+                    3   5  
+
    +

    初步解法

    根据以上的思路，我们首先定义一个Tree，继承自binarytree的Node。 +然后就先对字符串处理成token流，其实这题没这个要求。简单的去掉 +空格就行了。也没有复杂的数字。下面给出了生成AST的初步代码。 +算是递归下降法吧。 +然后再计算树的值。

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    # python2
    from binarytree import Node

    class TreeNode(Node):
        def __init__(self, value=None):
            super(TreeNode, self).__init__(value)

        def compute(self, root):
            if root:
                if root.left == None and root.right == None:
                    return int(root.value)
                else:

                    left = self.compute(root.left)
                    right = self.compute(root.right)
                    result = None
                    char = root.value
                    if char == "+":
                        result = left + right
                    elif char == "-":
                        result = left - right
                    elif char == "*":
                        result = left * right
                    elif char == "/":
                        result = left / right

                    return result

    class Test(object):
        def __init__(self, s):
            self.s = self.tokenize(s + "$")
            # print(self.s)
            self.i = 0
            self.n = len(self.s)
            self.t = None
            self.precedences = {'+': 0, '-': 0, '*': 1, '/': 1}

        def tokenize(self, s):
            n = len(s)
            result = []
            tmp = ""
            for i in range(0, n):
                char = s[i]
                if char == ' ':
                    continue
                if char in '+-*/()$':
                    if tmp:
                        result.append(tmp)
                        tmp = ""
                    result.append(char)
                    continue
                if char in [str(i) for i in range(0, 10)]:
                    tmp += char

            return result

        def parse(self):
            while self.s[self.i] != '$':
                self.parse_expr()
            return self.t

        def parse_expr(self):
            while True:
                char = self.s[self.i]
                t = None
                if char in '$)':
                    break
                elif char in '(':
                    self.i += 1
                    self.t = self.parse_expr()
                    c = self.s[self.i]
                    if c != ")":
                        raise Exception("{0} shoud be )".format(self.i))
                    self.i += 1
                elif char in "+-":
                    lhs = self.t
                    self.t = self.parse_binary_operator(lhs, self.precedences[char])
                elif char in "*/":
                    lhs = self.t
                    self.t = self.parse_binary_operator(lhs, self.precedences[char])
                else:
                    self.t = self.parse_term()
            return self.t

        def parse_term(self):
            c = self.s[self.i]
            if c == "(":
                self.i += 1
                t = self.parse_expr()
                # print(t)
                c = self.s[self.i]
                if c != ")":
                    raise Exception("{0} shoud be )".format(self.i))
                else:
                    self.i += 1
                    return t
            else:
                t = TreeNode(c)
                self.i += 1
                return t

        def parse_binary_operator(self, lhs, precedence):
            c = self.s[self.i]
            oper = TreeNode(c)
            self.i += 1
            oper.left = lhs
            rhs = self.parse_term()
            while True:
                lookahead = self.s[self.i]
                if lookahead not in "$)":
                    lookahead_precedence = self.precedences[lookahead]
                    if lookahead_precedence > precedence:
                        rhs = self.parse_binary_operator(rhs, lookahead_precedence)
                    else:
                        oper.right = rhs
                        break
                else:
                    oper.right = rhs
                    break

            return oper
    #测试
    s = "0-(1+2)*3*(4-3/5/5)+1+1"
    print(s)
    t = Test(s).parse()
    print(t)
    print(t.compute(t))
    + +

    栈调用过深了

    以上的解法中生成语法树的过程因为使用了多个递归，结果调用的栈过深，结果 +出错了。因为 +python默认的递归栈深度是10000。

    +
    RecursionError: maximum recursion depth exceeded while calling a Python object
+
    +

    怎么办呢，想办法把递归改成非递归吧。但是看了又看还是没有发现如何改， +因为存在两个函数相互调用的嵌套递归。不管怎样，先减少一个递归函数吧。 +去掉了parse_term函数。

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    class Test2(object):
        """
        并没有完全把递归改成stack方式。但是因为比Test少了一个parse_term所以减少了递归栈的深度，
        从而侥幸没有栈溢出。
        """

        def __init__(self, s):
            self.s = self.tokenize(s + "$")
            # print(self.s)
            self.i = 0
            self.n = len(self.s)
            self.t = None
            self.precedences = {'+': 0, '-': 0, '*': 1, '/': 1}

        def tokenize(self, s):
            n = len(s)
            result = []
            tmp = ""
            for i in range(0, n):
                char = s[i]
                if char == ' ':
                    continue
                if char in '+-*/()$':
                    if tmp:
                        result.append(tmp)
                        tmp = ""
                    result.append(char)
                    continue
                if char in [str(i) for i in range(0, 10)]:
                    tmp += char

            return result

        def parse(self):
            return self.parse_expr()

        def parse_expr(self):
            while True:
                char = self.s[self.i]
                t = None
                if char in '$)':
                    break
                elif char in '(':
                    self.i += 1
                    self.t = self.parse_expr()
                    c = self.s[self.i]
                    if c != ")":
                        raise Exception("{0} shoud be )".format(self.i))
                    self.i += 1
                elif char in "+-":
                    lhs = self.t
                    self.t = self.parse_binary_operator(lhs, self.precedences[char])
                elif char in "*/":
                    lhs = self.t
                    self.t = self.parse_binary_operator(lhs, self.precedences[char])
                else:
                    t = TreeNode(char)
                    self.i += 1
                    self.t = t

            return self.t

        def parse_binary_operator(self, lhs, precedence):
            c = self.s[self.i]
            oper = TreeNode(c)
            self.i += 1
            oper.left = lhs

            c = self.s[self.i]
            rhs = None
            if c == "(":
                self.i += 1
                t = self.parse_expr()
                # print(t)
                c = self.s[self.i]
                if c != ")":
                    raise Exception("{0} shoud be )".format(self.i))
                else:
                    self.i += 1
                    rhs = t
            else:
                t = TreeNode(c)
                self.i += 1
                rhs = t

            while True:
                lookahead = self.s[self.i]
                if lookahead not in "$)":
                    lookahead_precedence = self.precedences[lookahead]
                    if lookahead_precedence > precedence:
                        rhs = self.parse_binary_operator(rhs, lookahead_precedence)
                    else:
                        oper.right = rhs
                        break
                else:
                    oper.right = rhs
                    break

            return oper
    + + + + + +

    居然不出现栈溢出了。呵呵。(其实还是存在这个问题，只是能够通过leetcode测试了) +但是计算的过程TreeNode::compute还是出现了调用过深的错误RecursionError。 +这个没关系啊，我们可以改成非递归的栈模拟方式。

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    class TreeNode(Node):
        def __init__(self, value=None):
            super(TreeNode, self).__init__(value)

        def compute(self, root):
            if root:
                if root.left == None and root.right == None:
                    return int(root.value)
                else:

                    left = self.compute(root.left)
                    right = self.compute(root.right)
                    result = None
                    char = root.value
                    if char == "+":
                        result = left + right
                    elif char == "-":
                        result = left - right
                    elif char == "*":
                        result = left * right
                    elif char == "/":
                        result = left / right

                    return result

        def compute2(self, root):
            # compute的非递归形式。
            q = []
            result = None
            prog = 1
            left = None
            right = None
            tup = (prog, root, left, right)
            q.append(tup)
            while q:
                prog, root, left, right = q.pop()
                if prog == 1:
                    if root.left == None and root.right == None:
                        result = int(root.value)
                        continue
                    else:
                        prog = 2
                if prog == 2:
                    tup = (prog + 1, root, left, right)
                    q.append(tup)
                    tup_new = (1, root.left, left, right)
                    q.append(tup_new)
                    continue
                if prog == 3:
                    left = result
                    prog = 4
                if prog == 4:
                    tup = (prog + 1, root, left, right)
                    q.append(tup)
                    tup_new = (1, root.right, left, right)
                    q.append(tup_new)
                    continue
                if prog == 5:
                    right = result
                    char = root.value
                    if char == "+":
                        result = left + right
                    elif char == "-":
                        result = left - right
                    elif char == "*":
                        result = left * right
                    elif char == "/":
                        result = left / right

            return result
    + +

    通过的代码

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    from binarytree import Node
    class TreeNode(Node):
        def __init__(self, value=None):
            super(TreeNode, self).__init__(value)

        def compute(self, root):
            if root:
                if root.left == None and root.right == None:
                    return int(root.value)
                else:

                    left = self.compute(root.left)
                    right = self.compute(root.right)
                    result = None
                    char = root.value
                    if char == "+":
                        result = left + right
                    elif char == "-":
                        result = left - right
                    elif char == "*":
                        result = left * right
                    elif char == "/":
                        result = left / right

                    return result

        def compute2(self, root):
            # compute的非递归形式。
            q = []
            result = None
            prog = 1
            left = None
            right = None
            tup = (prog, root, left, right)
            q.append(tup)
            while q:
                prog, root, left, right = q.pop()
                if prog == 1:
                    if root.left == None and root.right == None:
                        result = int(root.value)
                        continue
                    else:
                        prog = 2
                if prog == 2:
                    tup = (prog + 1, root, left, right)
                    q.append(tup)
                    tup_new = (1, root.left, left, right)
                    q.append(tup_new)
                    continue
                if prog == 3:
                    left = result
                    prog = 4
                if prog == 4:
                    tup = (prog + 1, root, left, right)
                    q.append(tup)
                    tup_new = (1, root.right, left, right)
                    q.append(tup_new)
                    continue
                if prog == 5:
                    right = result
                    char = root.value
                    if char == "+":
                        result = left + right
                    elif char == "-":
                        result = left - right
                    elif char == "*":
                        result = left * right
                    elif char == "/":
                        result = left / right

            return result


    class Test2(object):
        """
        并没有完全把递归改成stack方式。但是因为比Test少了一个parse_term所以减少了递归栈的深度，
        从而侥幸没有栈溢出。
        """

        def __init__(self, s):
            self.s = self.tokenize(s + "$")
            # print(self.s)
            self.i = 0
            self.n = len(self.s)
            self.t = None
            self.precedences = {'+': 0, '-': 0, '*': 1, '/': 1}

        def tokenize(self, s):
            n = len(s)
            result = []
            tmp = ""
            for i in range(0, n):
                char = s[i]
                if char == ' ':
                    continue
                if char in '+-*/()$':
                    if tmp:
                        result.append(tmp)
                        tmp = ""
                    result.append(char)
                    continue
                if char in [str(i) for i in range(0, 10)]:
                    tmp += char

            return result

        def parse(self):
            return self.parse_expr()

        def parse_expr(self):
            while True:
                char = self.s[self.i]
                t = None
                if char in '$)':
                    break
                elif char in '(':
                    self.i += 1
                    self.t = self.parse_expr()
                    c = self.s[self.i]
                    if c != ")":
                        raise Exception("{0} shoud be )".format(self.i))
                    self.i += 1
                elif char in "+-":
                    lhs = self.t
                    self.t = self.parse_binary_operator(lhs, self.precedences[char])
                elif char in "*/":
                    lhs = self.t
                    self.t = self.parse_binary_operator(lhs, self.precedences[char])
                else:
                    t = TreeNode(char)
                    self.i += 1
                    self.t = t

            return self.t

        def parse_binary_operator(self, lhs, precedence):
            c = self.s[self.i]
            oper = TreeNode(c)
            self.i += 1
            oper.left = lhs

            c = self.s[self.i]
            rhs = None
            if c == "(":
                self.i += 1
                t = self.parse_expr()
                # print(t)
                c = self.s[self.i]
                if c != ")":
                    raise Exception("{0} shoud be )".format(self.i))
                else:
                    self.i += 1
                    rhs = t
            else:
                t = TreeNode(c)
                self.i += 1
                rhs = t

            while True:
                lookahead = self.s[self.i]
                if lookahead not in "$)":
                    lookahead_precedence = self.precedences[lookahead]
                    if lookahead_precedence > precedence:
                        rhs = self.parse_binary_operator(rhs, lookahead_precedence)
                    else:
                        oper.right = rhs
                        break
                else:
                    oper.right = rhs
                    break

            return oper

    # 测试
    s = "0-(1+2)*3*(4-3/5/5)+1+1"
    print(s)
    t = Test2(s).parse()
    print(t)
    print(t.compute2(t))
    + +

    总结

    虽然代码长了点，但是练习了一下如何生成一个抽象语法树。并且练习了 +如何把一个调用自身的递归改成非递归。

    + + +
    + +
    +
    +
    + + +
    + + + #leetcode + + #算法 + + #python + +
    + +
    + + + + + +
    +
    +
    [leetcode 224 & 227]Basic Calculator I & II 原创解法
    +
    https://threelambda.com/2016/10/24/leetcode-224/
    +
    +
    + +
    +
    作者
    +
    Ming Yang
    +
    + + +
    +
    发布于
    +
    2016年10月24日
    +
    + + + +
    +
    许可协议
    +
    + + + + + + + + + + +
    +
    + +
    +
    +
    + + + + +
    + + +
    + +
    + + +
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    +
    + +
    + + + + +
    +
    +
    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/zh-hans/2016/12/19/leetcode-282/index.html b/zh-hans/2016/12/19/leetcode-282/index.html new file mode 100644 index 00000000..afa82ded --- /dev/null +++ b/zh-hans/2016/12/19/leetcode-282/index.html @@ -0,0 +1,708 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + [leetcode 282]Expression Add Operators 原创解法 - CodeCraft + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + + +
    + + + + + + +
    + +
    + +
    + + + +
    +
    +
    + + +
    + +
    +
    +
    +
    +

    [leetcode 282]Expression Add Operators 原创解法

    + + +
    + +

    题目概述

    原题链接

    +
    Given a string that contains only digits 0-9 and a target value, return all possibilities to add binary operators (
+not unary) +, -, or * between the digits so they evaluate to the target value.
+
+ "123", 6 -> ["1+2+3", "1*2*3"] 
+ "232", 8 -> ["2*3+2", "2+3*2"]
+ "105", 5 -> ["1*0+5","10-5"]
+ "00", 0 -> ["0+0", "0-0", "0*0"]
+ "3456237490", 9191 -> []
+
    + + +

    首先想到的解法就是遍历所有的组合，一一计算比较排除。

    +
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    class Solution1(object):
        def addOperators(self, num, target):
            """
            :type num: str
            :type target: int
            :rtype: List[str]
            """
            if num:
                result = []
                path = []
                n = len(num)
                self.find(num, 0, n, target, path, result)
                return result

        def find(self, num, begin, end, target, path, result):
            if begin == end:
                s = "".join(path)
                if self.is_valid(path) and eval(s) == target:
                    result.append(s)
            else:
                path.append(num[begin])
                self.find(num, begin + 1, end, target, path, result)
                if begin < end - 1:
                    path.append("+")
                    self.find(num, begin + 1, end, target, path, result)
                    path.pop()
                    path.append("-")
                    self.find(num, begin + 1, end, target, path, result)
                    path.pop()
                    path.append("*")
                    self.find(num, begin + 1, end, target, path, result)
                    path.pop()
                path.pop()

        def is_valid(self, path):
            flag = True
            tmp = ""
            for i in path:
                if i in "0123456789":
                    tmp += i
                elif i in "+-*":
                    if len(tmp) >= 2 and tmp[0] == '0':
                        flag = False
                        break
                    tmp = ""

            if len(tmp) > 1 and tmp[0] == "0":
                flag = False

            return flag
    + +

    分析

    没有意外，这种解法超时了。

    +

    先不考虑eval()函数是否应该使用。 +显然的情况是每一种字符组合至少遍历４遍。

    +
      +
    • 第一遍，得到组合
      • +
    • 第二遍，join
      • +
    • 第三遍，eval
      • +
    • 第四遍，is_valid排除
      • +
    +

    有办法使用动态规划么？把一个大问题替换成子问题进行求解。 +比如先计算一个字符的所有的解。然后考虑增加到两个字符。在第一个字符的解 +的基础上，考虑在两个字符中间插入加减乘。然后再在两个字符的解的基础上 +再加入第三个字符。以此类推。这种方法，并没有减少计算量，其实还是遍历 +所有的组合。然后得到最终的解。

    +

    那么最终我们可以选择的优化方向就是，使用深度优先遍历的时候，必须要在 +遍历的同时，进行计算。这样当到达结束判断的时候，能够直接判断。

    +

    简化问题

    为了便于分析，首先简化问题。考虑如何计算字符串”123”，并且 +只允许插入加号或者不插入加号。

    +

    为了把问题组合描述为一个树的形式。我们把两个数字直接连接起来组成 +一个新的数字，看做一个操作，定义为.，那么a.b = ab，而数值计算 +的公式为a.b = a*10+b， +而且这个符号的优先级高于加号和乘号。 +这样可得如下树图。

    +

    tree pic

    +

    根据这种假定，对于任意数字字符串n1n2n3，可以得到 +的查找树如下图。

    +

    tree2 pic

    +

    通过的解法

    这样我们有了解法２。

    +
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    class Solution2(object):
        def addOperators(self, num, target):
            """
            这个居然通过了。呵呵。不过是勉强通过的。
            :type num: str
            :type target: int
            :rtype: List[str]
            """
            if num:
                end = len(num)
                result = []
                path = [num[0]]
                s1 = [int(num[0])]
                s2 = []
                begin = 1
                self.find(begin, end, num, s1, s2, path, target, result)
                return result
            else:
                return []

        def find(self, begin, end, num, s1, s2, path, target, result):
            if begin == end:
                if s1[0] == target:
                    result.append("".join(path))
            else:
                ops = [("+", 10), ("-", 10), ("*", 20), (".", 30)]
                ps = ["+", "-", "*", ""]
                if begin + 1 < end:
                    for i in range(4):
                        s11 = s1[:]
                        s22 = s2[:]
                        path.append(ps[i] + num[begin])
                        self.helper(begin, end, num, ops[i], path, result, s11, s22, target)
                        path.pop()
                elif begin + 1 == end:
                    for i in range(4):
                        s11 = s1[:]
                        s22 = s2[:]
                        path.append(ps[i] + num[begin])
                        self.helper2(begin, end, num, ops[i], path, result, s11, s22, target)
                        path.pop()

        def helper(self, begin, end, num, op, path, result, s1, s2, target):
            # 没有到达结尾
            if s2:
                op_pre = s2[-1]
                if op_pre[1] < op[1]:
                    # 需要压栈延迟计算
                    s1.append(int(num[begin]))
                    s2.append(op)
                    self.find(begin + 1, end, num, s1, s2, path, target, result)

                else:
                    # 需要先把s2出栈计算完成，直到栈中的符号级别小于当前。
                    is_valid = True
                    while s2:
                        op_pre = s2[-1]
                        if op_pre[1] < op[1]:
                            break
                        op_pre = s2.pop()
                        n2 = s1.pop()
                        n1 = s1[-1]
                        if op_pre[0] == "+":
                            s1[-1] = n1 + n2
                        elif op_pre[0] == "-":
                            s1[-1] = n1 - n2
                        elif op_pre[0] == "*":
                            s1[-1] = n1 * n2
                        elif op_pre[0] == "." and n1 != 0:
                            s1[-1] = n1 * 10 + n2
                        else:
                            is_valid = False
                            break
                    if is_valid:
                        s1.append(int(num[begin]))
                        s2.append(op)
                        self.find(begin + 1, end, num, s1, s2, path, target, result)
            else:
                s1.append(int(num[begin]))
                s2.append(op)
                self.find(begin + 1, end, num, s1, s2, path, target, result)

        def helper2(self, begin, end, num, op, path, result, s1, s2, target):
            # 到达结尾
            if s2:
                op_pre = s2[-1]
                if op_pre[1] < op[1]:
                    s1.append(int(num[begin]))
                    s2.append(op)

                    is_valid = True
                    while s2:
                        op_pre = s2.pop()
                        n2 = s1.pop()
                        n1 = s1[-1]
                        if op_pre[0] == "+":
                            s1[-1] = n1 + n2
                        elif op_pre[0] == "-":
                            s1[-1] = n1 - n2
                        elif op_pre[0] == "*":
                            s1[-1] = n1 * n2
                        elif op_pre[0] == "." and n1 != 0:
                            s1[-1] = n1 * 10 + n2
                        else:
                            is_valid = False
                            break
                    if is_valid:
                        self.find(begin + 1, end, num, s1, s2, path, target, result)
                else:
                    is_valid = True
                    while s2:
                        op_pre = s2[-1]
                        if op_pre[1] < op[1]:
                            break
                        op_pre = s2.pop()
                        n2 = s1.pop()
                        n1 = s1[-1]
                        if op_pre[0] == "+":
                            s1[-1] = n1 + n2
                        elif op_pre[0] == "-":
                            s1[-1] = n1 - n2
                        elif op_pre[0] == "*":
                            s1[-1] = n1 * n2
                        elif op_pre[0] == "." and n1 != 0:
                            s1[-1] = n1 * 10 + n2
                        else:
                            is_valid = False
                            break

                    if is_valid:
                        s2.append(op)
                        s1.append(int(num[begin]))
                        while s2:
                            op_pre = s2.pop()
                            n2 = s1.pop()
                            n1 = s1[-1]
                            if op_pre[0] == "+":
                                s1[-1] = n1 + n2
                            elif op_pre[0] == "-":
                                s1[-1] = n1 - n2
                            elif op_pre[0] == "*":
                                s1[-1] = n1 * n2
                            elif op_pre[0] == "." and n1 != 0:
                                s1[-1] = n1 * 10 + n2
                            else:
                                is_valid = False
                                break

                        if is_valid:
                            self.find(begin + 1, end, num, s1, s2, path, target, result)
            else:
                n2 = int(num[begin])
                n1 = s1[-1]
                is_valid = True
                if op[0] == "+":
                    s1[-1] = n1 + n2
                elif op[0] == "-":
                    s1[-1] = n1 - n2
                elif op[0] == "*":
                    s1[-1] = n1 * n2
                elif op[0] == "." and n1 != 0:
                    s1[-1] = n1 * 10 + n2
                else:
                    is_valid = False

                if is_valid:
                    self.find(begin + 1, end, num, s1, s2, path, target, result)
    + + +
    + +
    +
    +
    + + +
    + + + #leetcode + + #算法 + + #python + +
    + +
    + + + + + +
    +
    +
    [leetcode 282]Expression Add Operators 原创解法
    +
    https://threelambda.com/2016/12/19/leetcode-282/
    +
    +
    + +
    +
    作者
    +
    Ming Yang
    +
    + + +
    +
    发布于
    +
    2016年12月19日
    +
    + + + +
    +
    许可协议
    +
    + + + + + + + + + + +
    +
    + +
    +
    +
    + + + + +
    + + +
    + +
    + + +
    +
    +
    +
    + +
    + + + + +
    +
    +
    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/zh-hans/2016/12/21/get-val-name-and-value/index.html b/zh-hans/2016/12/21/get-val-name-and-value/index.html new file mode 100644 index 00000000..c4eed575 --- /dev/null +++ b/zh-hans/2016/12/21/get-val-name-and-value/index.html @@ -0,0 +1,707 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + R和Python里得到传入参数的变量名 - CodeCraft + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + + +
    + + + + + + +
    + +
    + +
    + + + +
    +
    +
    + + +
    + +
    +
    +
    +
    +

    R和Python里得到传入参数的变量名

    + + +
    + +

    问题

    同事写R程序的时候，问我能不能获取一个变量的name， +我说这个好办啊，在R里可以这样写，用quote()

    +
    > a <- 1
+> quote(a)
+a
+
    +

    不过我把问题想简单了，他实际需要的是要获得传入 +参数的name。例如定义一个函数foo(c), 给它传入参数a，我能够在函数 +内部知道传入参数的名字a。

    + + +

    我说可以增加一个参数嘛。把参数的名字直接传入。

    +
    > foo(a,"a")
+
    +

    但是我立刻意识到，这里存在重复，而写代码是提倡 +do not repeat yourself的。而且对R这种可以随意获取环境变量的高级语言。 +肯定有办法做到。

    +

    python可以做到

    但是我还是先看看Python吧，毕竟最近用Python +多一些。Google关键字python print variable name and value,立刻可以获得 +答案。这段代码的思想也很直白，就是对输入的obj在环境变量（名称,对象）键值对 +中查找，返回名称。

    +
    def namestr(obj, namespace=globals()):
+    return [name for name in namespace if namespace[name] is obj]
+
    +

    这样可以这样使用

    +
    >>> a = 1
+>>> namestr(a)
+['a']
+
    +

    R也可以

    那么R肯定也有办法做到。Google关键字 +r print variable name and value

    +
    myfunc <- function(v1) {
+  deparse(substitute(v1))
+}
+
+myfunc(foo)
+[1] "foo"
+
    +

    真是很不错啊。把结果告诉了同事，他也很高兴。 +但是substitute()和deparse()究竟是啥意思呢？在R里输入?substitute，可以 +看到解释。

    +
    +

    substitute returns the parse tree for +the (unevaluated) expression expr, substituting any variables bound in env.

    +
    +

    够晦涩难懂的吧。不过仔细思考一下，也大概明白了。 +在R里，从语法角度来说，所有都是expr，（这跟其他语言都是statement不同） +在R的函数里，可以对传入的未进行求值的expr进行操作。这点非常有趣。 +而deparse()，比较好理解了至少在我看来，与as.character()的作用是一样的。

    + + +
    + +
    +
    +
    + + +
    + + + #python + + #R + +
    + +
    + + + + + +
    +
    +
    R和Python里得到传入参数的变量名
    +
    https://threelambda.com/2016/12/21/get-val-name-and-value/
    +
    +
    + +
    +
    作者
    +
    Ming Yang
    +
    + + +
    +
    发布于
    +
    2016年12月21日
    +
    + + + +
    +
    许可协议
    +
    + + + + + + + + + + +
    +
    + +
    +
    +
    + + + + +
    + + +
    + +
    + + +
    +
    +
    +
    + +
    + + + + +
    +
    +
    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/zh-hans/2016/12/22/pandas-read-csv/index.html b/zh-hans/2016/12/22/pandas-read-csv/index.html new file mode 100644 index 00000000..abff2cc4 --- /dev/null +++ b/zh-hans/2016/12/22/pandas-read-csv/index.html @@ -0,0 +1,688 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + 使用pandas.read_csv()读取csv文件 - CodeCraft + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + + +
    + + + + + + +
    + +
    + +
    + + + +
    +
    +
    + + +
    + +
    +
    +
    +
    +

    使用pandas.read_csv()读取csv文件

    + + +
    + +

    问题

    以下Python代码实现对Excel转存的csv文件进行读取。

    +
    1
    2
    import pandas as pd
    df = pd.read_csv(file_path + file_name + ".csv", encoding="gbk")
    + + + +

    把csv文件入库是一件脏活。表面上看csv文件是一个非常简单的 +逗号分隔符文件。但是其实不然。Excel转存的csv文件并不是标准的以逗号作为分隔符， +并且对所有的项用双引号包裹。现在我就遇到了从Oracle导出的csv文件，以上的代码 +不起作用了。

    +

    解决问题

    究竟怎么回事呢，找了一圈也没有发现使用pandas.read_csv()读取 +这种标准csv文件的方法。还是先把问题简化一下，看看Python的csv模块是如何读取的吧。 +简单的查找就可以找到答案。

    +
    1
    2
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    13
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    import csv
    csv.register_dialect(
        'mydialect',
        delimiter = ',',
        quotechar = '"',
        doublequote = True,
        skipinitialspace = True,
        lineterminator = '\r\n',
        quoting = csv.QUOTE_MINIMAL)

    print('\n Output from an iterable object created from the csv file')
    with open('smallsample.csv', 'rb') as mycsvfile:
        thedata = csv.reader(mycsvfile, dialect='mydialect')
        for row in thedata:
            print(row[0]+"\t \t"+row[1]+"\t \t"+row[4])
    + +

    好的，pandas.read_csv()肯定是要调用csv模块的，那么看看 +它的方法参数表吧。

    +
    +

    pandas.read_csv(filepath_or_buffer, sep=’, ‘, delimiter=None, header=’infer’, names=None, index_col=None, usecols=None, squeeze=False, prefix=None, mangle_dupe_cols=True, dtype=None, engine=None, converters=None, true_values=None, false_values=None, skipinitialspace=False, skiprows=None, nrows=None, na_values=None, keep_default_na=True, na_filter=True, verbose=False, skip_blank_lines=True, parse_dates=False, infer_datetime_format=False, keep_date_col=False, date_parser=None, dayfirst=False, iterator=False, chunksize=None, compression=’infer’, thousands=None, decimal=’.’, lineterminator=None, quotechar=’”‘, quoting=0, escapechar=None, comment=None, encoding=None, dialect=None, tupleize_cols=False, error_bad_lines=True, warn_bad_lines=True, skipfooter=0, skip_footer=0, doublequote=True, delim_whitespace=False, as_recarray=False, compact_ints=False, use_unsigned=False, low_memory=True, buffer_lines=None, memory_map=False, float_precision=None)[source]¶

    +
    +

    真是够长的，还是搜一下有没有dialect=，呵呵，果然有。

    +
    +

    dialect : str or csv.Dialect instance, default None
    + If None defaults to Excel dialect. Ignored if sep longer than 1 char See csv.Dialect documentation for more details

    +
    +

    那么问题解决了。把第一段代码改改吧。

    +
    1
    2
    import pandas as pd
    df = pd.read_csv(file_path + file_name + ".csv", encoding="gbk", dialect='mydialect')
    + +

    一运行还是报错，这是怎么回事呢，编码换成utf8，也不行。最后才发现 +需要使用gb18030才行。即使使用chardet的编码探测模块，也不一定能探测出来，因为整个文档 +只有少数字符是超出了gbk，所以不可能既高效又准确的解决这个问题。

    + + +
    + +
    +
    +
    + + +
    + + + #python + + #技巧 + +
    + +
    + + + + + +
    +
    +
    使用pandas.read_csv()读取csv文件
    +
    https://threelambda.com/2016/12/22/pandas-read-csv/
    +
    +
    + +
    +
    作者
    +
    Ming Yang
    +
    + + +
    +
    发布于
    +
    2016年12月22日
    +
    + + + +
    +
    许可协议
    +
    + + + + + + + + + + +
    +
    + +
    +
    +
    + + + + +
    + + +
    + +
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    +
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    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/zh-hans/2016/12/26/leetcode-315/index.html b/zh-hans/2016/12/26/leetcode-315/index.html new file mode 100644 index 00000000..fd401bf8 --- /dev/null +++ b/zh-hans/2016/12/26/leetcode-315/index.html @@ -0,0 +1,747 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + [leetcode 315]Count of Smaller Numbers After Self 原创解法 - CodeCraft + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + + +
    + + + + + + +
    + +
    + +
    + + + +
    +
    +
    + + +
    + +
    +
    +
    +
    +

    [leetcode 315]Count of Smaller Numbers After Self 原创解法

    + + +
    + +

    题目概述

    原题链接

    +
    You are given an integer array nums and you
+have to return a new counts array. 
+The counts array has the property where counts[i] is 
+the number of smaller elements to the right of nums[i].
+
+Example:
+
+Given nums = [5, 2, 6, 1]
+
+To the right of 5 there are 2 smaller elements (2 and 1).
+To the right of 2 there is only 1 smaller element (1).
+To the right of 6 there is 1 smaller element (1).
+To the right of 1 there is 0 smaller element.
+Return the array [2, 1, 1, 0].
+
    + + +

    拿到这个题，最先想到的是时间复杂度O(N*N) +的解法。那就实现一下吧。

    +
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    class Solution2(object):
        def countSmaller(self, nums):
            """
            O(N*N)
            :type nums: List[int]
            :rtype: List[int]
            """
            if nums:
                n = len(nums)
                result = []
                for i in range(n):
                    cur_val = nums[i]
                    smaller_n = 0
                    for j in range(i, n):
                        if nums[j] < cur_val:
                            smaller_n += 1

                    result.append(smaller_n)
                return result
            else:
                return []
    + +

    把上面的代码提交上去，还是正确的，但是超时了。 +该怎么优化呢？

    +

    遇到这样的问题，如果能够想出S(N)=f(S(N-1),S(N-2),...)这样的动态规划 +解法 +就可以把时间复杂度降到O(N)了。能不能使用动态规划呢？ +还是要仔仔细细列出来，可是怎么也找不到递推规律。只好放弃。不过在思考 +的过程中忽然想到一种思路。对于数组[5, 2, 6, 1]]，如果我先遍历 +求出5的smaller数组[2,1]和larger数组[6]。那么6的smaller个数怎么 +求呢，s(6) = len([5,2,6,1]) - pos(6) = 4-3 = 1。看起来很不错，但是当 +数的个数多起来，就变得复杂了，无法这样简单的求解了。真是非常的泄气啊。 +想了好久也没有想出新点子。脑子里把曾经用到的方法想了一个遍， +也还是不行。

    +

    用二维图描述问题

    物理学科中经常使用的一个策略就是转换坐标系，这样可以神奇的 +化繁为简。那么我是否可以这样做呢。看看能不能用二维的图来重新展示这个问题。 +于是我就画了这样一个图表。这是对数组[5,1,6,7,2,3]画的表格。横轴表示数组的index， +纵轴表示大小。

    +

    2016-12-26-1

    +

    我把它画在纸上，盯着看了半小时。呵呵，真的有这么长时间。 +因为我一直还是老思路，总想着根据第一个数字把剩下的数组分成大小两批。 +后来我想，既然是二维图，我既可以从左向右，一列一列的看，也可以从上往下一行一行的 +看。 不错，终于有了新的思路。

    +
      +
    1. 初始化一个长度为N的smaller数组，用于存放最后的解。
      2. +
    2. 对原始数组从大到小排序。
      3. +
    3. 取出最大的数，这个数的 value = smaller_num(Nmax) = 数组的长度 - pos(Nmax)
      4. +
    4. 保存结果smaller[index(Nmax)] = value
      5. +
    5. 对于index大于该数的所有数字的index减一。
      6. +
    6. 重复2
      7. +
    +

    如下图。首先找到最大的数字7，它的索引是4(第四个数字)， +而数组的长度为6，那么smaller_num("7") = 6 - 4 = 2。然后不考虑该数字7。 +对7右侧的2和3同时向左移动，同时令数组的长度减一。然后依次这样操作。

    +

    2016-12-26-2

    +

    这样我们就可以写出一个新的算法。而对于步骤5则 +使用了简单实现，遍历整个数组，对所有index > index(Nmax)数的索引进行 +减一。上述算法描述没有考虑有多个最大值的情况。但是下面的代码里考虑了。

    +
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    class Solution1(object):
        def countSmaller(self, nums):
            """
            O(N*N)
            :type nums: List[int]
            :rtype: List[int]
            """
            origin = list(enumerate(nums))
            l = self.create(nums)
            l.sort(cmp=compare, reverse=True)
            smaller = [0] * len(nums)
            i = 0
            N = len(nums)
            while i < len(l):
                v, origin_pos, cur_pos = l[i]
                smaller[origin_pos] = N - 1 - cur_pos
                equal_n = 0
                for j in range(i + 1, len(nums)):
                    v1, origin_pos2, cur_pos2 = l[j]
                    if cur_pos2 > cur_pos:
                        l[j][2] = cur_pos2 - 1
                        if v1 == v:
                            # 考虑值相等的情况。
                            equal_n += 1

                smaller[origin_pos] -= equal_n

                N -= 1
                i += 1

            return smaller

        def create(self, nums):
            result = []
            for i in range(len(nums)):
                result.append([nums[i], i, i])
            return result
    + +

    终于通过了

    事情终于有了进展，看起来很不错。但是仍然 +遇到了时间复杂度过高的问题。因为实现步骤5的方法导致整个程序的 +时间复杂度是O(N*N)。那么有什么办法能够优化呢。嗯，肯定有办法的。 +我们这样来做。

    +
      +
    1. 保存一个原始索引的(origin_index,value)的originList。
      2. +
    2. 再保存一个从大到小排序后的(origin_index,value)的lList。
      3. +
    3. 对l根据value从大到小进行遍历：根据orgin_index使用二分查找 +查找origin中对应的实际索引，计算得到该值对应的smaller_num之后， +从origin中删除该项。
      4. +
    +

    因为二分查找和删除项的时间复杂度是O(logN)。 +上述步骤的总的时间复杂度是O(N*logN)。

    +

    而相等的数怎么办呢？嗯我们可以在排序 +的时候保证序列不但满足值的升序，还能保证索引值的升序。 +这样，原始数组中处于最右侧的最大数永远在序列的末尾。这个数的右侧不会有相等的值。 +因而计算的时候就不需要考虑相等值的情况。 +而该数字计算之后会进行删除。那么即使有相等的数，也不会受到影响。 +真是很不错啊。

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    class Solution11(object):
        def countSmaller(self, nums):
            """
            O(NlogN)
            :type nums: List[int]
            :rtype: List[int]
            """
            origin = list(enumerate(nums))
            l = self.create(nums)
            l.sort(cmp=self.compare)
            smaller = [0] * len(nums)
            while l:
                v, pos = l.pop()
                cur_pos = self.bin_find(origin, pos)
                smaller[pos] = len(origin) - 1 - cur_pos
                origin.pop(cur_pos)

            return smaller

        def compare(self, x, y):
            # 这样排序那么相等的元素的仍然顺序不变
            if x[0] > y[0]:
                return 1
            elif x[0] == y[0]:
                return 1
            else:
                return -1

        def create(self, nums):
            result = []
            for i in range(len(nums)):
                result.append([nums[i], i])
            return result

        def bin_find(self, origin, pos):
            # 二分查找法
            start = 0
            end = len(origin)
            mid = (start + end) // 2
            new_mid = None
            while mid < len(origin) and mid >= 0:

                if origin[mid][0] == pos:
                    break
                elif origin[mid][0] > pos:
                    end = mid
                    new_mid = (start + end) // 2
                elif origin[mid][0] < pos:
                    start = mid
                    new_mid = (start + end) // 2

                if new_mid == mid:
                    mid += 1
                else:
                    mid = new_mid

            return mid

    + +

    总结

    以上的解法是首先排序，再进行巧妙处理的一种方法。排序的 +时间复杂度是O(N*logN)，接下来的处理也是O(N*logN)。

    + + +
    + +
    +
    +
    + + +
    + + + #leetcode + + #算法 + + #python + +
    + +
    + + + + + +
    +
    +
    [leetcode 315]Count of Smaller Numbers After Self 原创解法
    +
    https://threelambda.com/2016/12/26/leetcode-315/
    +
    +
    + +
    +
    作者
    +
    Ming Yang
    +
    + + +
    +
    发布于
    +
    2016年12月26日
    +
    + + + +
    +
    许可协议
    +
    + + + + + + + + + + +
    +
    + +
    +
    +
    + + + + +
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    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/zh-hans/2016/12/31/leetcode-327/index.html b/zh-hans/2016/12/31/leetcode-327/index.html new file mode 100644 index 00000000..70a2954f --- /dev/null +++ b/zh-hans/2016/12/31/leetcode-327/index.html @@ -0,0 +1,723 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + [leetcode 327]Count of Range Sum 原创解法 - CodeCraft + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + + +
    + + + + + + +
    + +
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    +
    +
    + + +
    + +
    +
    +
    +
    +

    [leetcode 327]Count of Range Sum 原创解法

    + + +
    + +

    题目概述

    原题链接

    +
    Given an integer array nums, return the number of range sums that lie in [lower, upper] inclusive.
+Range sum S(i, j) is defined as the sum of the elements in nums between indices i and j (i ≤ j), inclusive.
+
+Example:
+Given nums = [-2, 5, -1], lower = -2, upper = 2,
+Return 3.
+The three ranges are : [0, 0], [2, 2], [0, 2] and their respective sums are: -2, -1, 2.
+
    + + +

    O(N^2)解法

    最直接的想法当然就是遍历求和了。但是这样是无法通过测试的。

    +
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    class Solution3(object):
        def countRangeSum(self, nums, lower, upper):
            """
            :type nums: List[int]
            :type lower: int
            :type upper: int
            :rtype: int
            """

            sums = []

            for i in range(len(nums)):
                s = 0
                for j in range(i, len(nums)):
                    s += nums[j]
                    if lower <= s <= upper:
                        sums.append(s)
            return len(sums)

    + +

    死亡凝视

    必须要想出复杂度是Nlog(N)的算法才行。但是问题也很明显， +要想找出所有的s(i,j) for 0 <= i <= j < n　and lower <= s(i,j) <= upper +那必须要进行遍历啊，因此时间复杂度必须是N^2。 +啊啊，实在想不出来了。

    +

    第二天，既然要求时间复杂度为NlogN那么就必然不能遍历求出s(i,j)，但是 +题目要求的是求出Num(s(i,j)) for 0 <= i <= j < n　and lower <= s(i,j) <= upper +，也就是说给出个数就行，因此确实不一定要给出所有的s(i,j)。嗯，有点进展了。

    +

    第三天，排序算法的复杂度是NlogN，怎么才能依靠排序算法求出呢。难道对所有的 +s(i,j)进行排序么？这样肯定不行。 +能否使用老办法画图呢？这样好观察一下。但是仔细想了想，这是一个三维图。 +纸上画不出来。 +只好画一个二维图吧。下图是对数组[5,7,8,-2,1]画的二维表格。格子 +中的数字就是s(i,j)。

    +

    327-1

    +

    我仔细的盯着看。我给这种解决问题的方式，起了 +个名字——死亡凝视。看过The Big Bang的朋友可能记得Sheldon和Raj一起 +工作的样子，就是一动不动的看着黑板上的公式，看上一整天。

    +

    327-2

    +

    嘿嘿，你们不要笑啊，我的方式差不多。只不过是盯着表格。这样的表格 +其实我画了很多。但是只有这个我看出了规律。

    +

    327-3

    +

    看出来了么，三列带颜色的数字。是不是发现它们有相同的趋势呢？ +是的它们有相同的趋势。

    +

    如果没有看出来。我再画一个图。看看这三列数字和蓝色数字的关系。

    +

    327-4

    +

    是的。20 - 5 = 15，18 - 5 = 13，19 - 5 = 14。 +假如上下区间为[12,18]，那么对于排序后的第一列[5,12,18,19,20]， +可以使用二分查找法找出上限的位置是2，下限的位置为1，个数为2。 +那么第二列[7,15,13,14]在[12,18]的数字的个数为3。 +怎么根据第一列排序后的数字求出呢。嗯，很简单。 +我们把上下限加上5，变成17, 23，这样就可以发现[5,12,18,19,20]找出 +个数为3。嗯，哈哈。真是不错。这样子，就不需要求出所有的s(i,j)了。

    +

    但是，别着急，还是有问题，我们需要在计算第二列的个数的之前，把第一列的数字中的5排除掉。 +否则的话，如果区间是[-100,100]，那么我们就多计算了。

    +

    通过的代码

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    # python3.5
    class Solution4(object):
        def countRangeSum(self, nums, lower, upper):
            """
            思路：对 list0 = [s(0,j) for j in (0,n)]先进行排序。
             list1 = [s(1,j) for j in (1,n)]，可以由 list0生成。

            :type nums: List[int]
            :type lower: int
            :type upper: int
            :rtype: int
            """
            if not nums:
                return 0
            else:
                result = 0
                n = len(nums)
                l = []
                l2 = []
                sum = 0
                for i in range(0, n):
                    sum += nums[i]
                    l.append((sum, i))
                    l2.append((sum, i))
                l.sort()
                for i in range(0, n):
                    if i > 0:
                        lower += nums[i - 1]
                        upper += nums[i - 1]
                    lower_pos = self.find_lower(l, lower)
                    upper_pos = self.find_uppper(l, upper)
                    if lower_pos is not None and upper_pos is not None:
                        result += upper_pos - lower_pos + 1
                    pos = self.find_lower(l, l2[i][0])
                    l.pop(pos) # <-- 这里是个接近O(N)的操作

                return result

        def find(self, nums, target):
            n = len(nums)

            start = 0
            end = n
            mid = n // 2
            new_mid = None

            while 0 <= mid < n:
                if nums[mid][0] == target:
                    break
                elif nums[mid][0] < target and mid + 1 < n and nums[mid + 1][0] > target:
                    break
                elif nums[mid][0] < target:
                    start = mid
                    new_mid = (start + end) // 2
                elif nums[mid][0] > target:
                    end = mid
                    new_mid = (start + end) // 2
                if new_mid == mid:
                    mid += 1
                else:
                    mid = new_mid

            return mid if nums[mid][0] == target else mid + 1

        def find_lower(self, nums, lower):
            n = len(nums)
            if lower > nums[n - 1][0]:
                return None
            elif lower < nums[0][0]:
                return 0
            else:
                mid = self.find(nums, lower)
                while mid - 1 >= 0 and nums[mid - 1][0] == lower:
                    mid -= 1
                return mid

        def find_uppper(self, nums, upper):
            n = len(nums)
            if upper > nums[n - 1][0]:
                return n - 1
            elif upper < nums[0][0]:
                return None
            else:
                mid = self.find(nums, upper)
                while mid < n - 1 and nums[mid + 1][0] == upper:
                    mid += 1
                return mid if nums[mid][0] == upper else mid - 1
    + +

    总结

    排序操作的时间复杂度是O(NlogN)，而找出每列一列的个数的时间复杂度是O(logN) +因为一共有N列，所以时间复杂度为O(NlogN)，另外 +我们在代码中使用了对List数据的非尾部的pop操作，这个操作的时间 +复杂度接近O(N)，严格来说，我们的代码的时间复杂度还是O(N^2)。如果能够不使用这个操作。 +我们的代码速度会更快。

    +
    l.pop(pos) # <-- 这里是个接近O(N)的操作
+
    + + +
    + +
    +
    +
    + + +
    + + + #leetcode + + #算法 + + #python + +
    + +
    + + + + + +
    +
    +
    [leetcode 327]Count of Range Sum 原创解法
    +
    https://threelambda.com/2016/12/31/leetcode-327/
    +
    +
    + +
    +
    作者
    +
    Ming Yang
    +
    + + +
    +
    发布于
    +
    2016年12月31日
    +
    + + + +
    +
    许可协议
    +
    + + + + + + + + + + +
    +
    + +
    +
    +
    + + + + +
    + + +
    + +
    + + +
    +
    +
    +
    + +
    + + + + +
    +
    +
    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/zh-hans/2017/01/12/2017-1-12-cython-on-win10/index.html b/zh-hans/2017/01/12/2017-1-12-cython-on-win10/index.html new file mode 100644 index 00000000..8beb93a9 --- /dev/null +++ b/zh-hans/2017/01/12/2017-1-12-cython-on-win10/index.html @@ -0,0 +1,726 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + 在WIN10下使用Cython - CodeCraft + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + + +
    + + + + + + +
    + +
    + +
    + + + +
    +
    +
    + + +
    + +
    +
    +
    +
    +

    在WIN10下使用Cython

    + + +
    + +

    Cython

    Cython不是CPython的简称，而是一种提升Python代码执行效率的解决方案。 +据说一般达到30x。一会我们来看看是不是真的。这个技术对老鸟来说已经是好多 +年前的了。但是很多情况下python用户真的用不上，所以不知道也无妨。

    + + +

    软件安装

    我已经迁移到python3了，使用的是Anaconda。感谢Anaconda让我们的生活变 +的更加美好。以下软件安装的顺序不要错。

    +
      +
    1. 安装Visual C++ Build Tools 2015
      2. +
    2. 安装Anaconda3
      3. +
    +

    跟着Cython的tutorial走

    先创建一个helloworld.pyx文件。内容如下。

    +
    1
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    4
    5
    6
    7
    8
    # helloworld.pyx
    print("hello cython!")

    def fib(n):
        if n == 0 or n == 1:
            return 1
        else:
            return fib(n - 2) + fib(n - 1)
    + + + +

    再创建一个setup.py文件。内容如下

    +
    1
    2
    3
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    5
    6
    7
    #setup.py
    from distutils.core import setup
    from Cython.Build import cythonize

    setup(
        ext_modules = cythonize("helloworld.pyx")
    )
    + + + +

    然后在命令行输入

    +
    D:\tmp\oo>python setup.py build_ext --inplace
+running build_ext
+building 'helloworld' extension
+C:\Program Files (x86)\Microsoft Visual Studio 14.0\VC\BIN\x86_amd64\cl.exe /c /nologo /Ox /W3 /GL /DNDEBUG /MD -IC:\Anaconda3\include -IC:\Anaconda3\include "-IC:\Program Files (x86)\Microsoft Visual Studio 14.0\VC\INCLUDE" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.10240.0\ucrt" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.10240.0\shared" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.10240.0\um" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.10240.0\winrt" /Tchelloworld.c /Fobuild\temp.win-amd64-3.5\Release\helloworld.obj
+helloworld.c
+C:\Program Files (x86)\Microsoft Visual Studio 14.0\VC\BIN\x86_amd64\link.exe /nologo /INCREMENTAL:NO /LTCG /DLL /MANIFEST:EMBED,ID=2 /MANIFESTUAC:NO /LIBPATH:C:\Anaconda3\libs /LIBPATH:C:\Anaconda3\PCbuild\amd64 "/LIBPATH:C:\Program Files (x86)\Microsoft Visual Studio 14.0\VC\LIB\amd64" "/LIBPATH:C:\Program Files (x86)\Windows Kits\10\lib\10.0.10240.0\ucrt\x64" "/LIBPATH:C:\Program Files (x86)\Windows Kits\10\lib\10.0.10240.0\um\x64" /EXPORT:PyInit_helloworld build\temp.win-amd64-3.5\Release\helloworld.obj /OUT:D:\tmp\oo\helloworld.cp35-win_amd64.pyd /IMPLIB:build\temp.win-amd64-3.5\Release\helloworld.cp35-win_amd64.lib
+helloworld.obj : warning LNK4197: export 'PyInit_helloworld' specified multiple times; using first specification
+   Creating library build\temp.win-amd64-3.5\Release\helloworld.cp35-win_amd64.lib and object build\temp.win-amd64-3.5\Release\helloworld.cp35-win_amd64.exp
+Generating code
+Finished generating code
+
    +

    (WIN10下的命令窗口终于可以使用ctrl-c和ctrl-v了。泪奔。) +可以发现多了一个.pyd文件。然后测试一下。

    +
    D:\tmp\oo>python
+Python 3.5.2 |Anaconda custom (64-bit)| (default, Jul  5 2016, 11:41:13) [MSC v.1900 64 bit (AMD64)] on win32
+Type "help", "copyright", "credits" or "license" for more information.
+>>> import helloworld as h
+hello cython!
+>>>h.fib(3)
+3
+
    +

    真是不错啊。可是如果你换一个目录比如不在当前包含.pyd的目录下， +再想导入helloworld则是不行的。怎么回事，我们不是已经setup了么。 +原因在于--inplace这个参数，它表示只生成动态链接库。

    +

    与python代码进行测试比较

    我们还在那个目录下创建一个test.py文件。

    +
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    #test.py
    def fib(n):
        if n == 0 or n == 1:
            return 1
        else:
            return fib(n - 2) + fib(n - 1)


    def test_fib():
        import timeit
        n = 1000
        t = timeit.timeit("fib(25)", number=n, setup="from __main__ import fib")
        time = t / n
        print("python fib : {:.8f}s".format(time))

    def test_fib_cython():
        import timeit
        n = 1000
        t = timeit.timeit("h.fib(25)", number=n, setup="import helloworld as h")
        time = t / n
        print("cython fib : {:.8f}s".format(time))

    if __name__ == "__main__":
        test_fib()
        test_fib_cython()
    + + +

    然后运行

    +
    D:\tmp\oo>python test.py
+python fib : 0.05887972s
+hello cython!
+cython fib : 0.01739922s
+
    +

    怎么回事，说好的30x呢，还轻轻松松？别着急，我们把之前的helloworld.pyx +修改一下。

    +
    1
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    6
    #helloworld.pyx
    cpdef int fib(int n) :
        if n == 0 or n == 1 :
            return 1
        else :
            return fib(n - 2) + fib(n - 1)
    + + +

    再运行一下瞅瞅。

    +
    D:\tmp\oo>python test.py
+python fib : 0.05774631s
+hello cython!
+cython fib : 0.00059495s
+
    +

    真是不错哦，诚不我欺，100x。

    + + +
    + +
    +
    +
    + + +
    + + + #python + + #Cython + +
    + +
    + + + + + +
    +
    +
    在WIN10下使用Cython
    +
    https://threelambda.com/2017/01/12/2017-1-12-cython-on-win10/
    +
    +
    + +
    +
    作者
    +
    Ming Yang
    +
    + + +
    +
    发布于
    +
    2017年1月12日
    +
    + + + +
    +
    许可协议
    +
    + + + + + + + + + + +
    +
    + +
    +
    +
    + + + + +
    + + +
    + +
    + + +
    +
    +
    +
    + +
    + + + + +
    +
    +
    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/zh-hans/2017/01/18/2017-1-18-venv-no-pip/index.html b/zh-hans/2017/01/18/2017-1-18-venv-no-pip/index.html new file mode 100644 index 00000000..1b9aa8f0 --- /dev/null +++ b/zh-hans/2017/01/18/2017-1-18-venv-no-pip/index.html @@ -0,0 +1,726 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + 解决python3使用system-site-packages创建虚拟环境时没有pip的问题 - CodeCraft + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + + +
    + + + + + + +
    + +
    + +
    + + + +
    +
    +
    + + +
    + +
    +
    +
    +
    +

    解决python3使用system-site-packages创建虚拟环境时没有pip的问题

    + + +
    + +

    python虚拟环境

    从python3.5开始,使用venv创建虚拟环境已经成为官方推荐的方案。 +查看官方文档，可以看到如果想要创建一个干净的虚拟环境。方式如下

    +
    python -m venv myenv
+
    + + + + +

    如果要创建一个当前环境的副本，也就是说，可以引用当前环境的所有已经 +安装的包。那么需要增加--system-site-packages参数

    +
    python -m venv myenv2 --system-site-packages
+
    +

    两种方式，我们都希望能够独立使用pip来管理包。但是第二种方式发现并没有pip +文件。

    +

    WIN下的解决办法

    因为我一般都是用神器pycharm，幸运的是pycharm提供了一个简单的方法。

    +

    env-1

    +

    可以看到目录下是有pip的。

    +

    env-2

    +

    Linux下的解决办法

    如果不使用pycharm是不是就没办法了呢。我们google一下 +关键字python system-site-packages no pip很顺利的找到 +这个链接pyvenv doesn´t install PIP inside a new venv with –system-site-package +这个是python的bug跟踪记录。大概看看应该能明白，原来 +我们遇到的这个问题，已经在2015-08-16就被人标记了。但是直到最近还没有解决。 +但是最新的更新是几天前last changed 2017-01-13。呵呵看看这些大咖 +都讨论些啥。

    +

    看到这句话，我笑了。这个问题的等级被标记为普通。所以一直没有解决。 +而这个大咖觉得这个问题如果不解决，非但--system-site-packages没有用， +甚至会误导大量的初学者。

    +
    +

    I agree this makes –system-site-packages a useless option unless it’s fixed. We just had many beginners install pyvenv’s and get very confused because of this.

    +
    +

    最后发现补丁已经提交了，而且就在几天前。但是很显然没有进入我们的安装版里。 +我在我的debian虚拟机上安装了python3.6.0。测试了一下这个bug是存在的。 +那么问题简单了。把源码改一下吧，根据这个patch +然后重新编译安装。测试一下。

    +
     ~/ python
+Python 3.6.0 (default, Jan 17 2017, 22:12:56) 
+[GCC 4.9.2] on linux
+Type "help", "copyright", "credits" or "license" for more information.
+>>> 
+ ~/ pip list --format=columns
+Package    Version
+---------- -------
+binarytree 1.1.1  
+pip        9.0.1  
+setuptools 28.8.0 
+
    +

    这是我当前的python版本和已经安装的包。其中有个binarytree。 +现在创建一个继承全部包的虚拟环境。

    +
     ~/tmp/ python -m venv fenv --system-site-packages
+ ~/tmp/ cd fenv/bin
+ ~/tmp/fenv/bin/ ls
+activate      activate.fish  easy_install-3.6  pip3    python
+activate.csh  easy_install   pip               pip3.6  python3
+ ~/tmp/fenv/bin/ ./pip list --format=columns
+Package    Version
+---------- -------
+binarytree 1.1.1  
+pip        9.0.1  
+setuptools 28.8.0 
+
    +

    嗯成功了。

    +

    可能的解决办法

    虽然第二种办法很好。但是需要修改源代码。可是服务器上的代码是不能修改的呀。 +那可以尝试自己写一个venv.Builder，对其中的create方法进行覆盖，这个方法 +我没有尝试。如果你尝试了，也可以发邮件告诉我结果。

    + + +
    + +
    +
    +
    + + +
    + + + #python + + #venv + +
    + +
    + + + + + +
    +
    +
    解决python3使用system-site-packages创建虚拟环境时没有pip的问题
    +
    https://threelambda.com/2017/01/18/2017-1-18-venv-no-pip/
    +
    +
    + +
    +
    作者
    +
    Ming Yang
    +
    + + +
    +
    发布于
    +
    2017年1月18日
    +
    + + + +
    +
    许可协议
    +
    + + + + + + + + + + +
    +
    + +
    +
    +
    + + + + +
    + + +
    + +
    + + +
    +
    +
    +
    + +
    + + + + +
    +
    +
    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/zh-hans/2017/01/31/2017-1-31-leetcode-295/index.html b/zh-hans/2017/01/31/2017-1-31-leetcode-295/index.html new file mode 100644 index 00000000..0920be89 --- /dev/null +++ b/zh-hans/2017/01/31/2017-1-31-leetcode-295/index.html @@ -0,0 +1,724 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + [leetcode 295]Find Median from Data Stream 原创解法 - CodeCraft + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + + +
    + + + + + + +
    + +
    + +
    + + + +
    +
    +
    + + +
    + +
    +
    +
    +
    +

    [leetcode 295]Find Median from Data Stream 原创解法

    + + +
    + +

    题目概述

    原题链接

    +
    Median is the middle value in an ordered integer list. If the size of the list is even, there is no middle value. So the median is the mean of the two middle value.
+
+Examples: 
+ `[2,3,4]` , the median is 3
+
+ `[2,3]`, the median is (2 + 3) / 2 = 2.5
+
+Design a data structure that supports the following two operations:
+
+- void addNum(int num) - Add a integer number from the data stream to the data structure. 
+- double findMedian() - Return the median of all elements so far.   
+For example:
+
+addNum(1)
+addNum(2)
+findMedian() -> 1.5
+addNum(3) 
+findMedian() -> 2
+
    + + +

    第一想到的解法

    找到一串数字的中位数，那么首先要对数字进行排列。否则怎么知道哪个 +数字是处于中间的呢。快排是不行的，因为快排是一个离线算法。必须要 +读进所有的数字。总不能每增加一个数做一次快排吧。 +插入排序是一种在线算法，每增加一个数字遍历一遍就好。 +那就实现一下吧。以下是实现的解法。但是超时了。

    +
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    #python3
    class MedianFinder(object):
        def __init__(self):
            """
            initialize your data structure here.
            """
            self.q = []

        def addNum(self, num):
            """
            :type num: int
            :rtype: void
            """
            if not self.q:
                self.q.append(num)
            else:
                i = len(self.q) - 1
                while i >= 0:
                    if self.q[i] > num:
                        i -= 1
                    else:
                        break
                self.q.insert(i + 1, num)

        def findMedian(self):
            """
            :rtype: float
            """
            if self.q:
                n = len(self.q)
                r = n % 2
                if r == 0:
                    mid = n // 2
                    return (self.q[mid - 1] + self.q[mid]) / 2.0
                else:
                    mid = (n - 1) // 2
                    return self.q[mid]
    + +

    使用链表

    这个方法再插入一个数字的时间复杂度也是O(n)，所以如果我们不使用 +python的list而是使用一个自己创建的链表，那么插入的时间复杂度 +是O(1)至少应该快一些。嗯，重新实现一遍。以下是实现的代码，但是 +还是超时了。而且速度和前一种相当。说明python内置的list效率是相当 +高的。

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    # python3
    class Linker(object):
        def __init__(self, v):
            self.pre = None
            self.v = v
            self.next = None


    class MedianFinder1(object):
        def __init__(self):
            """
            initialize your data structure here.
            """
            self.median = None
            self.end = None
            self.odd = None

        def addNum(self, num):
            """
            :type num: int
            :rtype: void
            """
            if not self.end:
                self.end = Linker(num)
                self.mid = self.end
                self.mid_next = None
                self.odd = True  # 是否增加了计数个
            else:
                self.odd = not self.odd
                tmp = self.end
                tmp_next = None
                while tmp and tmp.v > num: 
                    tmp_next = tmp
                    tmp = tmp.pre

                linker = Linker(num)
                if tmp_next is None:
                    self.end = linker

                if tmp and tmp_next is None:
                    tmp.next = linker
                    linker.pre = tmp
                elif tmp and tmp_next:
                    tmp.next = linker
                    linker.pre = tmp
                    linker.next = tmp_next
                    tmp_next.pre = linker
                elif tmp is None and tmp_next:
                    linker.next = tmp_next
                    tmp_next.pre = linker

                if self.odd:
                    # 从两个中位数变为一个
                    if num < self.mid.v:
                        self.mid_next = None
                    elif self.mid.v <= num < self.mid_next.v:
                        self.mid = self.mid.next
                        self.mid_next = None
                    elif self.mid_next.v <= num:
                        self.mid = self.mid_next
                        self.mid_next = None
                else:
                    # 从一个中位数变为两个
                    if num < self.mid.v:
                        self.mid_next = self.mid
                        self.mid = self.mid.pre

                    else:
                        self.mid_next = self.mid.next

        def findMedian(self):
            """
            :rtype: float
            """
            if not self.mid:
                return None

            if self.odd:
                return self.mid.v
            else:
                return (self.mid.v + self.mid.next.v) / 2.0
    + + + + + + +

    33行还是按照插入排序从末尾开始向前遍历，但是因为我们有中位数 +，那么就可以与中位数进行比较，然后减少一半的时间。

    +
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    class MedianFinder2(object):
        def __init__(self):
            """
            initialize your data structure here.
            """
            self.mid = None
            self.odd = None

        def addNum(self, num):
            """
            :type num: int
            :rtype: void
            """
            if not self.mid:
                self.mid = Linker(num)
                self.mid_next = None
                self.odd = True  # 是否增加了计数个
            else:
                self.odd = not self.odd
                tmp = self.mid
                tmp_next = self.mid.next
                if num < self.mid.v:
                    while tmp and tmp.v > num:
                        tmp_next = tmp
                        tmp = tmp.pre
                else:
                    while tmp_next and tmp_next.v <= num:
                        tmp = tmp_next
                        tmp_next = tmp.next

                linker = Linker(num)

                if tmp and tmp_next is None:
                    tmp.next = linker
                    linker.pre = tmp
                elif tmp and tmp_next:
                    tmp.next = linker
                    linker.pre = tmp
                    linker.next = tmp_next
                    tmp_next.pre = linker
                elif tmp is None and tmp_next:
                    linker.next = tmp_next
                    tmp_next.pre = linker

                if self.odd:
                    # 从两个中位数变为一个
                    if num < self.mid.v:
                        self.mid_next = None
                    elif self.mid.v <= num < self.mid_next.v:
                        self.mid = self.mid.next
                        self.mid_next = None
                    elif self.mid_next.v <= num:
                        self.mid = self.mid_next
                        self.mid_next = None
                else:
                    # 从一个中位数变为两个
                    if num < self.mid.v:
                        self.mid_next = self.mid
                        self.mid = self.mid.pre

                    else:
                        self.mid_next = self.mid.next

        def findMedian(self):
            """
            :rtype: float
            """
            if not self.mid:
                return None

            if self.odd:
                return self.mid.v
            else:
                return (self.mid.v + self.mid.next.v) / 2.0
    + + + + + +

    修改后的还是快了一倍的时间，但是还是超时了。无法通过。

    +

    最终解法要用堆

    还是用笔在纸上把问题重新描述一下吧。通常非常管用。 +既然题目要求得到中位数，那么其实并没有要求对所有的数字进行排序。 +而且又要快速的取得中间值，那么最大最小堆是最接近的。 +往堆里插入一个数字的时间复杂度是O(lgN)，而取最小值的操作为O(1)。 +总的时间复杂度是O(NlgN)。嗯，比前面的O(N**2)肯定是要快的。 +但是堆只能取最大或最小的值，怎么取中间值呢？哈哈，把数字一分为二， +使用两个堆就解决了。如果数字从小到大排列，那么前一半用一个最大堆， +后一般用一个最小堆。以下是通过的代码。

    +
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    from heapq import heappush,heappushpop
    class MedianFinder3(object):
        def __init__(self):
            """
            initialize your data structure here.
            """
            self.a = [] # 从小到mid；最大堆
            self.b = [] # 从 mid+1 到大 ,最小堆
            self.odd = False

        def addNum(self, num):
            """
            :type num: int
            :rtype: void
            """
            self.odd = not self.odd
            if not self.b:
                self.b.append(num)
            else :
                if not self.odd :
                    if num < self.b[0] :
                        heappush(self.a, -num)
                    else :
                        v = heappushpop(self.b, num)
                        heappush(self.a, -v)
                else :
                    if num < (-self.a[0]) :
                        v = heappushpop(self.a, -num)
                        heappush(self.b, -v)
                    elif -self.a[0] <= num < self.b[0] :
                        heappush(self.b, num)
                    elif self.b[0] <= num :
                        heappush(self.b, num)


        def findMedian(self):
            """
            :rtype: float
            """
            if self.odd :
                return self.b[0]
            else :
                return (-self.a[0] + self.b[0])/2.0
    + +

    吐槽

    python只默认实现了一个最小堆。想要一个最大堆，还得像第23行 +代码那样使用一种取负数技巧。虽然heapq模块里有一个构造最大堆的方法 +_heapify_max()但是却没有_heappushpop_max这样的方法。真是无语啊。

    + + +
    + +
    +
    +
    + + +
    + + + #leetcode + + #算法 + + #python + +
    + +
    + + + + + +
    +
    +
    [leetcode 295]Find Median from Data Stream 原创解法
    +
    https://threelambda.com/2017/01/31/2017-1-31-leetcode-295/
    +
    +
    + +
    +
    作者
    +
    Ming Yang
    +
    + + +
    +
    发布于
    +
    2017年1月31日
    +
    + + + +
    +
    许可协议
    +
    + + + + + + + + + + +
    +
    + +
    +
    +
    + + + + +
    + + +
    + +
    + + +
    +
    +
    +
    + +
    + + + + +
    +
    +
    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/zh-hans/2017/03/06/2017-3-6-grails-call-java/index.html b/zh-hans/2017/03/06/2017-3-6-grails-call-java/index.html new file mode 100644 index 00000000..0c3854fc --- /dev/null +++ b/zh-hans/2017/03/06/2017-3-6-grails-call-java/index.html @@ -0,0 +1,697 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + How to call java code in Grails 3.2.6 - CodeCraft + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + + +
    + + + + + + +
    + +
    + +
    + + + +
    +
    +
    + + +
    + +
    +
    +
    +
    +

    How to call java code in Grails 3.2.6

    + + +
    + +

    解决方法

    我的Grails的环境是

    +
    grails -v
+| Grails Version: 3.2.6
+| Groovy Version: 2.4.7
+| JVM Version: 1.8.0_71
+
    + + +

    grails 3.2.6是用gradle进行构建的。所以如果要添加java类， +就需要修改build.gradle。

    +

    第一步

    创建src/main/java目录。对于com.yanggeorge.XMLtest类， +则要创建src/main/java/com/yanggeorge/目录，并把XMLtest.java放在该 +路径下。

    +

    第二步

    在build.gradle文件中添加如下代码

    +
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    apply plugin: "java"

    task compileOne (type: JavaCompile) {
        source = sourceSets.main.java.srcDirs
        include 'com/yanggeorge/XMLtest.java'
        classpath = sourceSets.main.compileClasspath
        destinationDir = sourceSets.main.output.classesDir
    }

    compileOne.options.compilerArgs = ["-sourcepath", "$projectDir/src/main/java"]
    + +

    第三步

    编译XMLtest.java。可以用grails compile进行编译。

    +
    D:\work\grails>grails compile
+:compileJava UP-TO-DATE
+:compileGroovy UP-TO-DATE
+:buildProperties
+:processResources UP-TO-DATE
+:classes UP-TO-DATE
+
+BUILD SUCCESSFUL
+
+Total time: 23.638 secs
+D:\work\grails>
+
    +

    第四步

    修改grails-app/conf/spring/resources.groovy

    +
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    import com.yanggeorge.XMLtest

    beans = {
        myXMLtest(XMLtest)
    }
    + +

    第五步

    已经可以使用myXMLtest了，例如创建一个service，grails-app/services/rss/RssService.groovy +第６行就是依赖注入的bean。

    +
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    import grails.transaction.Transactional

    @Transactional
    class RssService {

        def myXMLtest

        def serviceMethod(String url, String keyword) {
            def items = myXMLtest.getAllItems(url)

        }

    }
    + + + +
    + +
    +
    +
    + + +
    + + + #java + + #grails + + #gradle + +
    + +
    + + + + + +
    +
    +
    How to call java code in Grails 3.2.6
    +
    https://threelambda.com/2017/03/06/2017-3-6-grails-call-java/
    +
    +
    + +
    +
    作者
    +
    Ming Yang
    +
    + + +
    +
    发布于
    +
    2017年3月6日
    +
    + + + +
    +
    许可协议
    +
    + + + + + + + + + + +
    +
    + +
    +
    +
    + + + + +
    + + +
    + +
    + + +
    +
    +
    +
    + +
    + + + + +
    +
    +
    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/zh-hans/2017/03/12/2017-3-12-leetcode-329/index.html b/zh-hans/2017/03/12/2017-3-12-leetcode-329/index.html new file mode 100644 index 00000000..9cb6be7b --- /dev/null +++ b/zh-hans/2017/03/12/2017-3-12-leetcode-329/index.html @@ -0,0 +1,697 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + [leetcode 329]Longest Increasing Path in a Matrix 原创解法 - CodeCraft + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + + +
    + + + + + + +
    + +
    + +
    + + + +
    +
    +
    + + +
    + +
    +
    +
    +
    +

    [leetcode 329]Longest Increasing Path in a Matrix 原创解法

    + + +
    + +

    题目概述

    原题链接

    +
    Given an integer matrix, find the length of the longest increasing path 
+From each cell, you can either move to four directions: left, right, up or down. You may NOT move diagonally or move outside of the boundary (i.e. wrap-around is not allowed).
+
+example:
+nums = [
+  [9,9,4],
+  [6,6,8],
+  [2,1,1]
+]
+return 4
+
    + + +

    回溯法

    首先想到的就是回溯法(backtracking)。思路也很简单，就是遍历每个位置， +并以此位置的数字作为开始，向四个方向进行回溯遍历。最终找到最长的序列。 +以下代码的36行和38行进行回溯。不过毫无疑问超时了。在这个基础上还可以 +进一步优化，比如只对in-degree为0的位置的数字进行考察。但是还是不行。

    +
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    class Solution(object):
        def longestIncreasingPath(self, matrix):
            """
            回溯法解法。
            :type matrix: List[List[int]]
            :rtype: int
            """

            if matrix:
                hight = len(matrix)
                width = len(matrix[0])

                s = set((u, v) for u in range(hight) for v in range(width))

                result = [0]
                for item in s:
                    p = [item]
                    self.find(matrix, item, p, result, s)

                return result[0]

            else:
                return 0

        def find(self, matrix, item, p, result, s):
            if self.has_no_choice(matrix, item, p, s):
                if (len(p) > result[0]):
                    result[0] = len(p)
            else:
                u, v = item
                four = [(u + 1, v), (u - 1, v), (u, v + 1), (u, v - 1)]
                for one in four:
                    x, y = one
                    if (x, y) in s and (x, y) not in p and matrix[x][y] < matrix[u][v]:
                        p.append((x, y))
                        self.find(matrix, (x, y), p, result, s)
                        p.pop()

        def has_no_choice(self, matrix, item, p, s):
            u, v = item
            four = [(u + 1, v), (u - 1, v), (u, v + 1), (u, v - 1)]

            for one in four:
                x, y = one
                if one in s and one not in p and matrix[x][y] < matrix[u][v]:
                    return False

            return True
    + +

    拓扑排序和记忆体

    看看leetcode会给我们什么提示呢？点开show tags可以看到这个问题的标签， +Topological Sort和Memoization。既然使用topsort那么肯定要把这个问题 +转化为DAG问题了。如此一来，令人想到，可以先把矩阵数字使用topsort排成 +一排，然后再利用曾经遇到的求解最长递增子序列的动态规划算法进行求解。 +以下是实现的代码，拓扑排序加动态规划。

    +
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    class Solution(object):
        def longestIncreasingPath(self, matrix):
            """
            :type matrix: List[List[int]]
            :rtype: int
            """

            if matrix:
                hight = len(matrix)
                width = len(matrix[0])

                s = set((u, v) for u in range(hight) for v in range(width))
                G = self.create_graph(matrix, s)
                topsort_list = self.topsort(G)
                result = self.find_longest_path(G, topsort_list)
                return result

            else:
                return 0

        def create_graph(self, matrix, s):
            G = {}
            for item in s:
                u, v = item
                G[item] = set()
                center = matrix[u][v]
                four = [(u + 1, v), (u - 1, v), (u, v + 1), (u, v - 1)]
                for one in four:
                    if one in s:
                        x, y = one
                        adjacent = matrix[x][y]
                        if center > adjacent:
                            G[item].add(one)
            return G

        def tr(self, G):
            H = {}
            for u in G:
                H[u] = 0

            for u in G:
                for v in G[u]:
                    H[v] += 1
            return H

        def topsort(self, G):

            H = self.tr(G)
            q = deque()
            sorted_list = []
            for u in H :
                if H[u] == 0 :
                    q.append(u)
            while q:
                u = q.popleft()
                sorted_list.append(u)
                for v in G[u]:
                    H[v] -= 1
                    if H[v] == 0 :
                        q.append(v)

            return sorted_list

        def find_longest_path(self, G, topsort_list):
            n = len(topsort_list)

            memo = [1] * n
            for i in range(1, n):
                node = topsort_list[i]
                value = 0
                for pre in range(0, i):
                    pre_node = topsort_list[pre]
                    if node in G[pre_node]:
                        value = max(value, memo[pre] + 1)
                    else:
                        value = max(value, memo[pre])
                memo[i] = value

            result = max(memo)
            #print(memo)
            return result
    + +

    进一步优化

    上边的解法还是超时了，时间不会消耗在topsort上，因为这个方法是O(|V|+|E|)的。 +主要的时间花在了动态规划上，因为这是一个O(N^2)的算法。 +我们仔细看看第72到76行这个内循环，发现遍历所有当前节点之前的节点是无效的。 +因为可以进入当前节点的节点不会超过４个。所以我们可以修改一下这个内循环。

    +
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    def tr2(self, G):
        H = {}
        for u in G:
            H[u] = set()

        for u in G:
            for v in G[u]:
                H[v].add(u)
        return H

    def find_longest_path(self, G, topsort_list):
        n = len(topsort_list)

        dic = { node : 1 for node in topsort_list }
        H = self.tr2(G)

        s = {topsort_list[0]}
        for i in range(1, n):
            node = topsort_list[i]
            s.add(node)
            value = 1
            for pre_node in H[node] :
                if pre_node in s :
                    value = max(value, dic[pre_node] + 1)
            dic[node] = value

        result = max(dic.values())
        return result
    + +

    这里我们在１６行使用一个dict来代替之前的memo， +这样就可以把一个O(N^2)改成一个O(N)的了。 +测试一下，幸运的通过了。不过只打败了1.7%。

    + + +
    + +
    +
    +
    + + +
    + + + #leetcode + + #算法 + + #python + +
    + +
    + + + + + +
    +
    +
    [leetcode 329]Longest Increasing Path in a Matrix 原创解法
    +
    https://threelambda.com/2017/03/12/2017-3-12-leetcode-329/
    +
    +
    + +
    +
    作者
    +
    Ming Yang
    +
    + + +
    +
    发布于
    +
    2017年3月12日
    +
    + + + +
    +
    许可协议
    +
    + + + + + + + + + + +
    +
    + +
    +
    +
    + + + + +
    + + +
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    + + +
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    +
    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/zh-hans/2017/03/23/2017-3-23-compile-and-run-clojure/index.html b/zh-hans/2017/03/23/2017-3-23-compile-and-run-clojure/index.html new file mode 100644 index 00000000..b10ac9f8 --- /dev/null +++ b/zh-hans/2017/03/23/2017-3-23-compile-and-run-clojure/index.html @@ -0,0 +1,726 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + 编译和运行Clojure分支20081217源码 - CodeCraft + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + + +
    + + + + + + +
    + +
    + +
    + + + +
    +
    +
    + + +
    + +
    +
    +
    +
    +

    编译和运行Clojure分支20081217源码

    + + +
    + +

    Clojure branch 20081217

    为啥要做这件事情呢？

    +
      +
    1. Clojure是一门jvm语言，使用了asm。
      2. +
    2. branch 20081217是最初的版本便于研究。
      3. +
    + + +

    下载branch 20081217

    本来直接这样一条语句很简单的事情，但是由于网络太慢。我只好 +直接下载这个分支的源码zip包。

    +
    git clone https://github.com/clojure/clojure.git
+git checkout 20081217
+
    +

    编译环境配置

    虽然有pom.xml文件但是简单的导入到IDEA并不起作用。 +还是按照官方说明来搞吧，用ant编译。 +下载最新的ant版本1.10，并使用jdk1.8是会出错的。 +想想十年前的情况。找到ant-1.7和jdk1.5进行编译才行。 +以下是编译的结果，最后在根目录下生成了clojure.jar。

    +
    d:\work\idea\clojure-20081217>ant
+Buildfile: build.xml
+
+clean:
+   [delete] Deleting directory d:\work\idea\clojure-20081217\classes
+
+init:
+    [mkdir] Created dir: d:\work\idea\clojure-20081217\classes
+
+compile_java:
+    [javac] Compiling 113 source files to d:\work\idea\clojure-20081217\classes
+    [javac] 注意：某些输入文件使用了未经检查或不安全的操作。
+    [javac] 注意：要了解详细信息，请使用 -Xlint:unchecked 重新编译。
+
+compile_clojure:
+     [java] Compiling clojure.core to d:\work\idea\clojure-20081217\classes
+     [java] Compiling clojure.main to d:\work\idea\clojure-20081217\classes
+     [java] Compiling clojure.set to d:\work\idea\clojure-20081217\classes
+     [java] Compiling clojure.xml to d:\work\idea\clojure-20081217\classes
+     [java] Compiling clojure.zip to d:\work\idea\clojure-20081217\classes
+     [java] Compiling clojure.inspector to d:\work\idea\clojure-20081217\classes
+
+jar:
+      [jar] Building jar: d:\work\idea\clojure-20081217\clojure.jar
+
+BUILD SUCCESSFUL
+Total time: 13 seconds
+
    +

    运行

    官方readme给出了办法来证明运行成功。执行java -cp clojure.jar clojure.lang.Repl +，这样就可以进入clojure的repl环境。

    +
    d:\work\idea\clojure-20081217>java -cp clojure.jar clojure.lang.Repl
+Clojure
+user=> (def n 2)
+#'user/n
+user=> (* n 2)
+4
+user=>
+
    +

    如何运行一个clj文件呢？可以这样做。

    +
      +
    • 在根路径下创建一个hello.clj文件，内容为(print "hello world")
      • +
    • 运行命令java -cp clojure.jar clojure.lang.Script hello.clj
      • +
    +

    如下所示。

    +
    d:\work\idea\clojure-20081217>java -cp clojure.jar clojure.lang.Script hello_world.clj
+hello world
+
    +

    成功了。

    + + +
    + +
    +
    +
    + + +
    + + + #java + + #clojure + + #jvm + +
    + +
    + + + + + +
    +
    +
    编译和运行Clojure分支20081217源码
    +
    https://threelambda.com/2017/03/23/2017-3-23-compile-and-run-clojure/
    +
    +
    + +
    +
    作者
    +
    Ming Yang
    +
    + + +
    +
    发布于
    +
    2017年3月23日
    +
    + + + +
    +
    许可协议
    +
    + + + + + + + + + + +
    +
    + +
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    + + + + +
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    + + +
    +
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    + +
    + + + + +
    +
    +
    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/zh-hans/2017/05/19/2017-5-19-javacc-minilisp/index.html b/zh-hans/2017/05/19/2017-5-19-javacc-minilisp/index.html new file mode 100644 index 00000000..59c24d67 --- /dev/null +++ b/zh-hans/2017/05/19/2017-5-19-javacc-minilisp/index.html @@ -0,0 +1,713 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Write a simple parser for MiniLisp by using JavaCC - CodeCraft + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + + +
    + + + + + + +
    + +
    + +
    + + + +
    +
    +
    + + +
    + +
    +
    +
    +
    +

    Write a simple parser for MiniLisp by using JavaCC

    + + +
    + +

    MiniLisp是什么？

    MiniLisp是一个只用几百行代码实现的Lisp。以下是实现的 +基本特性。

    +
      +
    • integers, symbols, cons cells,
      • +
    • global variables,
      • +
    • lexically-scoped local variables,
      • +
    • closures,
      • +
    • if conditional,
      • +
    • primitive functions, such as +, =, <, or list,
      • +
    • user-defined functions,
      • +
    • a macro system,
      • +
    • and a copying garbage collector.
      • +
    + + + +

    在笔者看来真是麻雀虽小五脏俱全啊。这是一个非常值得研究的项目。

    +

    JavaCC是什么？

    JavaCC据说是一个非常易用好理解的LL(k)的Parser生成工具。 +说它好理解是指它生成的Java代码要比LR类型的容易理解。毕竟LL是Top-Down Parser呀。 +笔者以前只用过LR(1)类型的工具，JavaCC则从来没用过。

    +

    MiniLisp的BNF语法描述没有怎么办？

    MiniLisp的作者并没有使用yacc等工具，而是自己手写的Top-Down Parser。所以无法得到 +MiniLisp的BNF描述。

    +

    没关系，既然是Lisp方言，那么先看看传统的Lisp的BNF语法是什么。这里有一个简单的BNF版本 +BNF rules of LISP

    +
    s_expression = atomic_symbol \
+              / "(" s_expression "."s_expression ")" \
+              / list 
+
+list = "(" s_expression < s_expression > ")"
+
+atomic_symbol = letter atom_part
+
+atom_part = empty / letter atom_part / number atom_part
+
+letter = "a" / "b" / " ..." / "z"
+
+number = "1" / "2" / " ..." / "9"
+
+empty = " "
+
    +

    想要实现MiniLisp的Parser，首先要理解这个BNF规则。

    +

    MiniLisp的jj文件

    以下是用JavaCC生成MiniLisp + Parser的jj文件。用javacc编译之后，会报一个警告117行和118行发生conflict。但是笔者已经加上LOOKAHEAD(2)了。 +不知道为什么还警告，而且也单独对这部分进行了测试，完全没有问题。另外，这个生成的Parser并没有构造AST。

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    options {
      STATIC = false;
      DEBUG_PARSER = true;
      DEBUG_LOOKAHEAD = true;
      DEBUG_TOKEN_MANAGER = false;
      ERROR_REPORTING = true;
      JAVA_UNICODE_ESCAPE = false;
      UNICODE_INPUT = false;
      IGNORE_CASE = false;
      USER_TOKEN_MANAGER = false;
      USER_CHAR_STREAM = false;
      BUILD_PARSER = true;
      BUILD_TOKEN_MANAGER = true;
      SANITY_CHECK = true;
      FORCE_LA_CHECK = true;
    }

    PARSER_BEGIN(MiniLisp)

    package ym.minilisp;

    import ym.minilisp.node.*;
    import java.util.*;

    public class MiniLisp {

      /** Main entry point. */
      public static void main(String args[]) throws ParseException {
        MiniLisp parser = new MiniLisp(System.in);
        parser.Input();
      }

    }
    PARSER_END(MiniLisp)


    TOKEN :
    {
          <EMPTY: [" ","\t","\n","\r"] ([" ","\t","\n","\r"])*>
        | <LP: "(">
        | <RP: ")">
        | <DOT: ".">
        | <MINUS: "-">
        | <PLUS: "+">
        | <EQ: "=">
        | <AND: "and">
        | <NOT: "not">
        | <OR: "or">
        | <GT: ">">
        | <LT: "<">
        | <LE: "<=">
        | <GE: ">=">
        | <SQUOTE: "'">
        | <QUOTE: "quote">
        | <NUM: ["1"-"9"] ( ["0"-"9"] )* | "0">
        | <ID: (["a"-"z","A"-"Z","_","@","?","$","%","*"]) (~["\n","\r"," ","(",")","\t","#",";","{","}","[","]"])* >
        | <COMMENT: ([";"])(~["\n","\r"])* ["\n","\r"]>
    }


    /** Root production. */
    void Input() :
    {}
    {
        ( Expr() )*  <EOF>
    }

    void Expr():
    {}
    {
          NonSExpr()
        | SExpr()
    }


    void NonSExpr():
    {}
    {
        <EMPTY>
       |<COMMENT>
    }


    void SExpr() :
    {}
    {
          SymbolExpr()
        | <LP> (NonSExpr())* (SExpr() (NonSExpr())* )*  [<DOT> (NonSExpr())*  (SExpr() (NonSExpr())* )*] <RP>
        | SQuoteExpr()
    }

    void SQuoteExpr():
    {}
    {
        <SQUOTE> SExpr()
    }


    void SymbolExpr():
    {}
    {
        Symbol() LOOKAHEAD({ getToken(1).kind == LP || getToken(1).kind == RP|| getToken(1).kind == DOT || getToken(1).kind == COMMENT || getToken(1).kind == EMPTY })
    }

    void Symbol():
    {}
    {
           <PLUS>
        |  <EQ>
        |  <AND>
        |  <NOT>
        |  <OR>
        |  <GT>
        |  <LT>
        |  <LE>
        |  <GE>
        |  LOOKAHEAD(2) <MINUS> <NUM>
        |  <MINUS>
        |  <NUM>
        |  <ID>
    }
    + + +

    测试代码

    以下是对生成的MiniLisp.java文件进行测试的类。其中test14和test15是对 +MiniLisp项目下的life.lisp和nqueens.lisp文件内容完整解析测试。 +没有报错，说明jj中的规则可以解析MiniLisp。

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    package ym.minilisp;

    import java.io.StringReader;
    import junit.framework.TestCase;
    import org.junit.Test;

    public class TestParser extends TestCase {

        @Test
        public void test1() throws ParseException {
            String s = "((a.b).(b.(c)))";
            call(s);
        }

        @Test
        public void test2() throws ParseException {
            String s = "(a b c)";
            call(s);
            s = "(a b . c)";
            call(s);
        }

        @Test
        public void test3() throws ParseException {
            String s = "(a .(b c))";
            call(s);
        }

        @Test
        public void test4() throws ParseException {
            String s = " ( ( a b ) . ( b c ) ) ";
            call(s);
        }

        @Test
        public void test5() throws ParseException {
            String s = "( a ( a b )  ( b c ) ) ";
            call(s);
        }

        @Test
        public void test6() throws ParseException {
            String s = "(define a 1) (define b -1) ";
            call(s);
        }

        @Test
        public void test7() throws ParseException {
            String s = " (+ 1 -2 a b (- 1 2)) ";
            call(s);
        }

        @Test
        public void test8() throws ParseException {
            String s = " (defun next (board x y)\n"
                    + "  (let c (count board x y)\n"
                    + "       (if (alive? board x y)\n"
                    + "           (or (= c 2) (= c 3))\n"
                    + "         (= c 3))))";
            System.out.println(s);
            call(s);
        }

        @Test
        public void test9() throws ParseException {
            String s = "(defun count (board x y)\n"
                    + "  (let at (lambda (x y)\n"
                    + "            (if (alive? board x y) 1 0))\n"
                    + "       (+ (at (- x 1) (- y 1))\n"
                    + "          (at (- x 1) y)\n"
                    + "          (at (- x 1) (+ y 1))\n"
                    + "          (at x (- y 1))\n"
                    + "          (at x (+ y 1))\n"
                    + "          (at (+ x 1) (- y 1))\n"
                    + "          (at (+ x 1) y)\n"
                    + "          (at (+ x 1) (+ y 1)))))";
            System.out.println(s);
            call(s);
        }

        @Test
        public void test10() throws ParseException {
            String s = " '(+ 1 2) ";
            call(s);
        }

        @Test
        public void test11() throws ParseException {
            String s = "(cons '1 '2)";
            call(s);
        }

        @Test
        public void test12() throws ParseException {
            String s = "(defmacro progn (expr . rest)\n"
                    + "  (list (cons 'lambda (cons () (cons expr rest)))))";
            call(s);
        }

        @Test
        public void test13() throws ParseException {
            String s = ";;fadfsdfasdfasdfasdfa\n"
                    + "(cons '1 '2)";
            call(s);
        }

        @Test
        public void test131() throws ParseException {
            String s = "(cons ;;fadfsdfasdfasdfasdfa\n"
                    + "  '1 '2)";
            call(s);
        }

        @Test
        public void test132() throws ParseException {
            String s = ";;fadfsdfasdfasdfasdfa\n"
                    + "  \n"
                    + ";;fadfsdfasdfasdfasdf\n";

            call(s);
        }

        @Test
        public void test133() throws ParseException {
            String s = "(list ;;fadfsdfasdfasdfasdfa\n"
                    + "  a  ;;fadfsdfasdfasdfasdfa\n "
                    + "b)";
            call(s);
        }

        @Test
        public void test14() throws ParseException {
            String s = ";;;\n"
                    + ";;; Conway's game of life\n"
                    + ";;;\n"
                    + "\n"
                    + ";; (progn expr ...)\n"
                    + ";; => ((lambda () expr ...))\n"
                    + "(defmacro progn (expr . rest)\n"
                    + "  (list (cons 'lambda (cons () (cons expr rest)))))\n"
                    + "\n"
                    + "(defun list (x . y)\n"
                    + "  (cons x y))\n"
                    + "\n"
                    + "(defun not (x)\n"
                    + "  (if x () t))\n"
                    + "\n"
                    + ";; (let var val body ...)\n"
                    + ";; => ((lambda (var) body ...) val)\n"
                    + "(defmacro let (var val . body)\n"
                    + "  (cons (cons 'lambda (cons (list var) body))\n"
                    + "\t(list val)))\n"
                    + "\n"
                    + ";; (and e1 e2 ...)\n"
                    + ";; => (if e1 (and e2 ...))\n"
                    + ";; (and e1)\n"
                    + ";; => e1\n"
                    + "(defmacro and (expr . rest)\n"
                    + "  (if rest\n"
                    + "      (list 'if expr (cons 'and rest))\n"
                    + "    expr))\n"
                    + "\n"
                    + ";; (or e1 e2 ...)\n"
                    + ";; => (let <tmp> e1\n"
                    + ";;      (if <tmp> <tmp> (or e2 ...)))\n"
                    + ";; (or e1)\n"
                    + ";; => e1\n"
                    + ";;\n"
                    + ";; The reason to use the temporary variables is to avoid evaluating the\n"
                    + ";; arguments more than once.\n"
                    + "(defmacro or (expr . rest)\n"
                    + "  (if rest\n"
                    + "      (let var (gensym)\n"
                    + "           (list 'let var expr\n"
                    + "                 (list 'if var var (cons 'or rest))))\n"
                    + "    expr))\n"
                    + "\n"
                    + ";; (when expr body ...)\n"
                    + ";; => (if expr (progn body ...))\n"
                    + "(defmacro when (expr . body)\n"
                    + "  (cons 'if (cons expr (list (cons 'progn body)))))\n"
                    + "\n"
                    + ";; (unless expr body ...)\n"
                    + ";; => (if expr () body ...)\n"
                    + "(defmacro unless (expr . body)\n"
                    + "  (cons 'if (cons expr (cons () body))))\n"
                    + "\n"
                    + ";;;\n"
                    + ";;; Numeric operators\n"
                    + ";;;\n"
                    + "\n"
                    + "(defun <= (e1 e2)\n"
                    + "  (or (< e1 e2)\n"
                    + "      (= e1 e2)))\n"
                    + "\n"
                    + ";;;\n"
                    + ";;; List operators\n"
                    + ";;;\n"
                    + "\n"
                    + ";;; Applies each element of lis to fn, and returns their return values as a list.\n"
                    + "(defun map (lis fn)\n"
                    + "  (when lis\n"
                    + "    (cons (fn (car lis))\n"
                    + "\t  (map (cdr lis) fn))))\n"
                    + "\n"
                    + ";; Returns nth element of lis.\n"
                    + "(defun nth (lis n)\n"
                    + "  (if (= n 0)\n"
                    + "      (car lis)\n"
                    + "    (nth (cdr lis) (- n 1))))\n"
                    + "\n"
                    + ";; Returns the nth tail of lis.\n"
                    + "(defun nth-tail (lis n)\n"
                    + "  (if (= n 0)\n"
                    + "      lis\n"
                    + "    (nth-tail (cdr lis) (- n 1))))\n"
                    + "\n"
                    + ";; Returns a list consists of m .. n-1 integers.\n"
                    + "(defun %iota (m n)\n"
                    + "  (unless (<= n m)\n"
                    + "    (cons m (%iota (+ m 1) n))))\n"
                    + "\n"
                    + ";; Returns a list consists of 0 ... n-1 integers.\n"
                    + "(defun iota (n)\n"
                    + "  (%iota 0 n))\n"
                    + "\n"
                    + ";;;\n"
                    + ";;; Main\n"
                    + ";;;\n"
                    + "\n"
                    + "(define width 10)\n"
                    + "(define height 10)\n"
                    + "\n"
                    + ";; Returns location (x, y)'s element.\n"
                    + "(defun get (board x y)\n"
                    + "  (nth (nth board y) x))\n"
                    + "\n"
                    + ";; Returns true if location (x, y)'s value is \"@\".\n"
                    + "(defun alive? (board x y)\n"
                    + "  (and (<= 0 x)\n"
                    + "       (< x height)\n"
                    + "       (<= 0 y)\n"
                    + "       (< y width)\n"
                    + "       (eq (get board x y) '@)))\n"
                    + "\n"
                    + ";; Print out the given board.\n"
                    + "(defun print (board)\n"
                    + "  (if (not board)\n"
                    + "      '$\n"
                    + "    (println (car board))\n"
                    + "    (print (cdr board))))\n"
                    + "\n"
                    + "(defun count (board x y)\n"
                    + "  (let at (lambda (x y)\n"
                    + "            (if (alive? board x y) 1 0))\n"
                    + "       (+ (at (- x 1) (- y 1))\n"
                    + "          (at (- x 1) y)\n"
                    + "          (at (- x 1) (+ y 1))\n"
                    + "          (at x (- y 1))\n"
                    + "          (at x (+ y 1))\n"
                    + "          (at (+ x 1) (- y 1))\n"
                    + "          (at (+ x 1) y)\n"
                    + "          (at (+ x 1) (+ y 1)))))\n"
                    + "\n"
                    + "(defun next (board x y)\n"
                    + "  (let c (count board x y)\n"
                    + "       (if (alive? board x y)\n"
                    + "           (or (= c 2) (= c 3))\n"
                    + "         (= c 3))))\n"
                    + "\n"
                    + "(defun run (board)\n"
                    + "  (while t\n"
                    + "    (print board)\n"
                    + "    (println '*)\n"
                    + "    (let newboard (map (iota height)\n"
                    + "                       (lambda (y)\n"
                    + "                         (map (iota width)\n"
                    + "                              (lambda (x)\n"
                    + "                                (if (next board x y) '@ '_)))))\n"
                    + "         (setq board newboard))))\n"
                    + "\n"
                    + "(run '((_ _ _ _ _ _ _ _ _ _)\n"
                    + "       (_ _ _ _ _ _ _ _ _ _)\n"
                    + "       (_ _ _ _ _ _ _ _ _ _)\n"
                    + "       (_ _ _ _ _ _ _ _ _ _)\n"
                    + "       (_ _ _ _ _ _ _ _ _ _)\n"
                    + "       (_ _ _ _ _ _ _ _ _ _)\n"
                    + "       (_ _ _ _ _ _ _ _ _ _)\n"
                    + "       (_ @ @ @ _ _ _ _ _ _)\n"
                    + "       (_ _ _ @ _ _ _ _ _ _)\n"
                    + "       (_ _ @ _ _ _ _ _ _ _)))\n";
            call(s);
        }

        @Test
        public void test15() throws ParseException {
            String s = ";;;\n"
                    + ";;; N-queens puzzle solver.\n"
                    + ";;;\n"
                    + ";;; The N queens puzzle is the problem of placing N chess queens on an N x N\n"
                    + ";;; chessboard so that no two queens attack each\n"
                    + ";;; other. http://en.wikipedia.org/wiki/Eight_queens_puzzle\n"
                    + ";;;\n"
                    + ";;; This program solves N-queens puzzle by depth-first backtracking.\n"
                    + ";;;\n"
                    + "\n"
                    + ";;;\n"
                    + ";;; Basic macros\n"
                    + ";;;\n"
                    + ";;; Because the language does not have quasiquote, we need to construct an\n"
                    + ";;; expanded form using cons and list.\n"
                    + ";;;\n"
                    + "\n"
                    + ";; (progn expr ...)\n"
                    + ";; => ((lambda () expr ...))\n"
                    + "(defmacro progn (expr . rest)\n"
                    + "  (list (cons 'lambda (cons () (cons expr rest)))))\n"
                    + "\n"
                    + "(defun list (x . y)\n"
                    + "  (cons x y))\n"
                    + "\n"
                    + "(defun not (x)\n"
                    + "  (if x () t))\n"
                    + "\n"
                    + ";; (let1 var val body ...)\n"
                    + ";; => ((lambda (var) body ...) val)\n"
                    + "(defmacro let1 (var val . body)\n"
                    + "  (cons (cons 'lambda (cons (list var) body))\n"
                    + "\t(list val)))\n"
                    + "\n"
                    + ";; (and e1 e2 ...)\n"
                    + ";; => (if e1 (and e2 ...))\n"
                    + ";; (and e1)\n"
                    + ";; => e1\n"
                    + "(defmacro and (expr . rest)\n"
                    + "  (if rest\n"
                    + "      (list 'if expr (cons 'and rest))\n"
                    + "    expr))\n"
                    + "\n"
                    + ";; (or e1 e2 ...)\n"
                    + ";; => (let1 <tmp> e1\n"
                    + ";;      (if <tmp> <tmp> (or e2 ...)))\n"
                    + ";; (or e1)\n"
                    + ";; => e1\n"
                    + ";;\n"
                    + ";; The reason to use the temporary variables is to avoid evaluating the\n"
                    + ";; arguments more than once.\n"
                    + "(defmacro or (expr . rest)\n"
                    + "  (if rest\n"
                    + "      (let1 var (gensym)\n"
                    + "\t    (list 'let1 var expr\n"
                    + "\t\t  (list 'if var var (cons 'or rest))))\n"
                    + "    expr))\n"
                    + "\n"
                    + ";; (when expr body ...)\n"
                    + ";; => (if expr (progn body ...))\n"
                    + "(defmacro when (expr . body)\n"
                    + "  (cons 'if (cons expr (list (cons 'progn body)))))\n"
                    + "\n"
                    + ";; (unless expr body ...)\n"
                    + ";; => (if expr () body ...)\n"
                    + "(defmacro unless (expr . body)\n"
                    + "  (cons 'if (cons expr (cons () body))))\n"
                    + "\n"
                    + ";;;\n"
                    + ";;; Numeric operators\n"
                    + ";;;\n"
                    + "\n"
                    + "(defun <= (e1 e2)\n"
                    + "  (or (< e1 e2)\n"
                    + "      (= e1 e2)))\n"
                    + "\n"
                    + ";;;\n"
                    + ";;; List operators\n"
                    + ";;;\n"
                    + "\n"
                    + ";; Applies each element of lis to pred. If pred returns a true value, terminate\n"
                    + ";; the evaluation and returns pred's return value. If all of them return (),\n"
                    + ";; returns ().\n"
                    + "(defun any (lis pred)\n"
                    + "  (when lis\n"
                    + "    (or (pred (car lis))\n"
                    + "\t(any (cdr lis) pred))))\n"
                    + "\n"
                    + ";;; Applies each element of lis to fn, and returns their return values as a list.\n"
                    + "(defun map (lis fn)\n"
                    + "  (when lis\n"
                    + "    (cons (fn (car lis))\n"
                    + "\t  (map (cdr lis) fn))))\n"
                    + "\n"
                    + ";; Returns nth element of lis.\n"
                    + "(defun nth (lis n)\n"
                    + "  (if (= n 0)\n"
                    + "      (car lis)\n"
                    + "    (nth (cdr lis) (- n 1))))\n"
                    + "\n"
                    + ";; Returns the nth tail of lis.\n"
                    + "(defun nth-tail (lis n)\n"
                    + "  (if (= n 0)\n"
                    + "      lis\n"
                    + "    (nth-tail (cdr lis) (- n 1))))\n"
                    + "\n"
                    + ";; Returns a list consists of m .. n-1 integers.\n"
                    + "(defun %iota (m n)\n"
                    + "  (unless (<= n m)\n"
                    + "    (cons m (%iota (+ m 1) n))))\n"
                    + "\n"
                    + ";; Returns a list consists of 0 ... n-1 integers.\n"
                    + "(defun iota (n)\n"
                    + "  (%iota 0 n))\n"
                    + "\n"
                    + ";; Returns a new list whose length is len and all members are init.\n"
                    + "(defun make-list (len init)\n"
                    + "  (unless (= len 0)\n"
                    + "    (cons init (make-list (- len 1) init))))\n"
                    + "\n"
                    + ";; Applies fn to each element of lis.\n"
                    + "(defun for-each (lis fn)\n"
                    + "  (or (not lis)\n"
                    + "      (progn (fn (car lis))\n"
                    + "\t     (for-each (cdr lis) fn))))\n"
                    + "\n"
                    + ";;;\n"
                    + ";;; N-queens solver\n"
                    + ";;;\n"
                    + "\n"
                    + ";; Creates size x size list filled with symbol \"x\".\n"
                    + "(defun make-board (size)\n"
                    + "  (map (iota size)\n"
                    + "       (lambda (_)\n"
                    + "\t (make-list size 'x))))\n"
                    + "\n"
                    + ";; Returns location (x, y)'s element.\n"
                    + "(defun get (board x y)\n"
                    + "  (nth (nth board x) y))\n"
                    + "\n"
                    + ";; Set symbol \"@\" to location (x, y).\n"
                    + "(defun set (board x y)\n"
                    + "  (setcar (nth-tail (nth board x) y) '@))\n"
                    + "\n"
                    + ";; Set symbol \"x\" to location (x, y).\n"
                    + "(defun clear (board x y)\n"
                    + "  (setcar (nth-tail (nth board x) y) 'x))\n"
                    + "\n"
                    + ";; Returns true if location (x, y)'s value is \"@\".\n"
                    + "(defun set? (board x y)\n"
                    + "  (eq (get board x y) '@))\n"
                    + "\n"
                    + ";; Print out the given board.\n"
                    + "(defun print (board)\n"
                    + "  (if (not board)\n"
                    + "      '$\n"
                    + "    (println (car board))\n"
                    + "    (print (cdr board))))\n"
                    + "\n"
                    + ";; Returns true if we cannot place a queen at position (x, y), assuming that\n"
                    + ";; queens have already been placed on each row from 0 to x-1.\n"
                    + "(defun conflict? (board x y)\n"
                    + "  (any (iota x)\n"
                    + "       (lambda (n)\n"
                    + "\t (or\n"
                    + "\t  ;; Check if there's no conflicting queen upward\n"
                    + "\t  (set? board n y)\n"
                    + "\t  ;; Upper left\n"
                    + "\t  (let1 z (+ y (- n x))\n"
                    + "\t\t(and (<= 0 z)\n"
                    + "\t\t     (set? board n z)))\n"
                    + "\t  ;; Upper right\n"
                    + "\t  (let1 z (+ y (- x n))\n"
                    + "\t\t(and (< z board-size)\n"
                    + "\t\t     (set? board n z)))))))\n"
                    + "\n"
                    + ";; Find positions where we can place queens at row x, and continue searching for\n"
                    + ";; the next row.\n"
                    + "(defun %solve (board x)\n"
                    + "  (if (= x board-size)\n"
                    + "      ;; Problem solved\n"
                    + "      (progn (print board)\n"
                    + "\t     (println '$))\n"
                    + "    (for-each (iota board-size)\n"
                    + "\t      (lambda (y)\n"
                    + "\t\t(unless (conflict? board x y)\n"
                    + "\t\t  (set board x y)\n"
                    + "\t\t  (%solve board (+ x 1))\n"
                    + "\t\t  (clear board x y))))))\n"
                    + "\n"
                    + "(defun solve (board)\n"
                    + "  (println 'start)\n"
                    + "  (%solve board 0)\n"
                    + "  (println 'done))\n"
                    + "\n"
                    + ";;;\n"
                    + ";;; Main\n"
                    + ";;;\n"
                    + "\n"
                    + "(define board-size 8)\n"
                    + "(define board (make-board board-size))\n"
                    + "(solve board)\n";
            call(s);
        }

        private void call(String s) throws ParseException {
            MiniLisp parser = new MiniLisp(new StringReader(s));
            parser.Input();
        }
    }
    + + + +
    + +
    +
    +
    + + +
    + + + #java + + #javacc + + #lisp + +
    + +
    + + + + + +
    +
    +
    Write a simple parser for MiniLisp by using JavaCC
    +
    https://threelambda.com/2017/05/19/2017-5-19-javacc-minilisp/
    +
    +
    + +
    +
    作者
    +
    Ming Yang
    +
    + + +
    +
    发布于
    +
    2017年5月19日
    +
    + + + +
    +
    许可协议
    +
    + + + + + + + + + + +
    +
    + +
    +
    +
    + + + + +
    + + +
    + +
    + + +
    +
    +
    +
    + +
    + + + + +
    +
    +
    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/zh-hans/2017/05/24/2017-5-24-gradle-build-project/index.html b/zh-hans/2017/05/24/2017-5-24-gradle-build-project/index.html new file mode 100644 index 00000000..198c769a --- /dev/null +++ b/zh-hans/2017/05/24/2017-5-24-gradle-build-project/index.html @@ -0,0 +1,689 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Gradle脚本实现web开发框架的一键构建 - CodeCraft + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + + +
    + + + + + + +
    + +
    + +
    + + + +
    +
    +
    + + +
    + +
    +
    +
    +
    +

    Gradle脚本实现web开发框架的一键构建

    + + +
    + +

    问题

    Java世界里构建项目用什么工具呢，ant，maven和gradle。maven非常流行， +原因无非是maven仓库和项目架构的约定。但是ant构建过程更加容易理解， +因为ant展示了所有的操作。gradle拥有基于groovy语言的DSL语言且继承了 +maven仓库的思想所以笔者认为未来是属于gradle的。

    + + +

    特别是最近在搭建springmvc-jpa-mysql开发框架的时候，发现怎么也找不到一个 +archetype可以做到一键构建demo project。

    +

    何谓一键构建

    何谓一键构建呢，有人用maven也可以很快搭建一个，通常可以把之前的 +项目复制一份修改一下，似乎没有那么麻烦。但笔者还是觉得执行几个命令， +回车一下就构建完成，更加让人舒心。如图所示，创建一个空项目dir，然后把build.gradle +放入该路径下，执行

    +
    gradle init
+gradle build -x test
+gradle run
+
    +

    就可以在浏览器里访问http://localhost:8080/greeting?name=GoodJob链接了。 +以下是过程展示。当然了因为jar包都已经下载过了，所以似乎还比较快。 +否则的话一定会联网下载jar包的。 +gradle-build-process

    +

    以下导入IDEA中后所示的文件结构。 +gradle-project-structure

    +

    build.gradle文件内容

    build.gradle构建基于spring-boot的springmvc-jpa-mysql框架demo项目的脚本如下。 +该脚本一目了然，无需赘述。

    +
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    def createFile = { String path, String content ->
        File f = file(path)
        if (f.exists()) {
            f.delete()
        }
        f.withWriter("UTF-8") { writer ->
            writer.write(content)
        }
    }

    task init(type: InitBuild, dependsOn : ["bak-build-file", "create-dirs", "create-files"]) {
        doLast {
            String buildGradleContent = '''
    buildscript {
        repositories {
            mavenCentral()
        }
        dependencies {
            classpath("org.springframework.boot:spring-boot-gradle-plugin:1.5.2.RELEASE")
        }
    }


    apply plugin: 'java\'
    apply plugin: 'eclipse\'
    apply plugin: 'idea\'
    apply plugin: 'application\'
    apply plugin: 'org.springframework.boot\'

    jar {
        baseName = 'spring-boot-demo\'
        version = '0.1.0\'
    }

    repositories {
        mavenCentral()
    }

    sourceCompatibility = 1.8
    targetCompatibility = 1.8

    dependencies {
        compile("org.springframework.boot:spring-boot-starter-web") {
            exclude module: "spring-boot-starter-tomcat"
        }
        compile("org.springframework.boot:spring-boot-starter-jetty")
        compile("org.springframework.boot:spring-boot-starter-actuator")
        compile("org.springframework.boot:spring-boot-starter-thymeleaf")
        compile("org.springframework.boot:spring-boot-starter-data-jpa")
        compile("org.springframework.boot:spring-boot-devtools")

        compile("mysql:mysql-connector-java")
        compile("org.apache.commons:commons-lang3:3.5")
        testCompile("junit:junit")
        testCompile("org.springframework.boot:spring-boot-starter-test")
    }

    mainClassName = "hello.Application"
    '''
            createFile("build.gradle", buildGradleContent)
        }
    }

    task "bak-build-file"(type: Copy) {
        from "build.gradle"
        into "build.gradle.bak"
    }

    task "create-dirs" {
        description "create spring-boot-jpa-test project dirs."
        doLast {
            file("src/main/java/hello").mkdirs()
            file("src/main/resources/templates").mkdirs()
            file("src/main/webapp/WEB-INF/classes").mkdirs()
            file("src/test/java/hello").mkdirs()
            file("src/test/resources").mkdirs()
        }
    }



    task "create-files" {
        description "create spring-boot-jpa-test related files."
        doLast {
            String ApplicationContent, HelloControllerContent, UserRepositoryContent, UserContent, GreetingControllerContent
            String ApplicationTestsContent, ServletInitializerContent, HelloControllerTestContent
            String applicationPropertiesContent
            String webXmlContent, indexJspContent, greetingHtmlContent

            ApplicationContent = '''
    package hello;

    import java.util.Arrays;

    import org.springframework.boot.CommandLineRunner;
    import org.springframework.boot.SpringApplication;
    import org.springframework.boot.autoconfigure.SpringBootApplication;
    import org.springframework.context.ApplicationContext;
    import org.springframework.context.annotation.Bean;

    @SpringBootApplication
    public class Application {

        public static void main(String[] args) {
            SpringApplication.run(Application.class, args);
        }

        @Bean
        public CommandLineRunner commandLineRunner(ApplicationContext ctx) {
            return args -> {

                System.out.println("Let's inspect the beans provided by Spring Boot:");

                String[] beanNames = ctx.getBeanDefinitionNames();
                Arrays.sort(beanNames);
                for (String beanName : beanNames) {
                    //System.out.println(beanName);
                }

            };
        }

    }

    		'''
            HelloControllerContent = '''
    package hello;

    import org.springframework.web.bind.annotation.RestController;
    import org.springframework.web.bind.annotation.RequestMapping;

    @RestController
    public class HelloController {

        @RequestMapping("/")
        public String index() {
            return "Greetings from Spring Boot!";
        }

    }
    '''
            UserRepositoryContent = '''
    package hello;

    import org.springframework.data.jpa.repository.JpaRepository;
    import org.springframework.data.jpa.repository.Query;
    import org.springframework.data.repository.query.Param;

    /**
     * Created by YM on 5/16/2017.
     */
    public interface UserRepository extends JpaRepository<User, Long> {

        User findByName(String name);
        User findByNameAndAge(String name, Integer age);

        @Query("from User u where u.name=:name")
        User findUser(@Param("name") String name);
    }
    '''
            UserContent = '''
    package hello;

    import javax.persistence.Column;
    import javax.persistence.Entity;
    import javax.persistence.GeneratedValue;
    import javax.persistence.Id;

    /**
     * Created by YM on 5/16/2017.
     */
    @Entity
    public class User {

        @Id
        @GeneratedValue
        private Long id;
        @Column(nullable = false)
        private String name;
        @Column(nullable = false)
        private Integer age;

        public User() {
        }

        public User(String name, int age) {
            this.name = name;
            this.age = age;
        }

        public Integer getAge() {
            return age;
        }

        public String getName() {
            return name;
        }

        public Long getId() {
            return id;
        }

        public void setAge(Integer age) {
            this.age = age;
        }

        public void setId(Long id) {
            this.id = id;
        }

        public void setName(String name) {
            this.name = name;
        }
    }
    '''
            ApplicationTestsContent = '''
    import hello.Application;
    import hello.User;
    import hello.UserRepository;
    import java.util.Date;
    import org.apache.commons.lang3.time.DateUtils;
    import org.junit.Assert;
    import org.junit.Test;
    import org.junit.runner.RunWith;
    import org.springframework.beans.factory.annotation.Autowired;
    import org.springframework.boot.test.context.SpringBootTest;
    import org.springframework.test.context.junit4.SpringJUnit4ClassRunner;
    import org.springframework.test.context.junit4.SpringRunner;

    /**
     * Created by YM on 5/16/2017.
     */
    @RunWith(SpringRunner.class)
    @SpringBootTest(classes = Application.class)
    public class ApplicationTests {
        @Autowired
        private UserRepository userRepository;

        @Test
        public void test() throws Exception {
            // 创建10条记录
            userRepository.save(new User("AAA", 10));
            userRepository.save(new User("BBB", 20));
            userRepository.save(new User("CCC", 30));
            userRepository.save(new User("DDD", 40));
            userRepository.save(new User("EEE", 50));
            userRepository.save(new User("FFF", 60));
            userRepository.save(new User("GGG", 70));
            userRepository.save(new User("HHH", 80));
            userRepository.save(new User("III", 90));
            userRepository.save(new User("JJJ", 100));
            // 测试findAll, 查询所有记录
            Assert.assertEquals(10, userRepository.findAll().size());
            // 测试findByName, 查询姓名为FFF的User
            Assert.assertEquals(60, userRepository.findByName("FFF").getAge().longValue());
            // 测试findUser, 查询姓名为FFF的User
            Assert.assertEquals(60, userRepository.findUser("FFF").getAge().longValue());
            // 测试findByNameAndAge, 查询姓名为FFF并且年龄为60的User
            Assert.assertEquals("FFF", userRepository.findByNameAndAge("FFF", 60).getName());
            // 测试删除姓名为AAA的User
            userRepository.delete(userRepository.findByName("AAA"));
            // 测试findAll, 查询所有记录, 验证上面的删除是否成功
            Assert.assertEquals(9, userRepository.findAll().size());
        }
    }
    '''
            GreetingControllerContent = '''
    package hello;


    import org.springframework.stereotype.Controller;
    import org.springframework.ui.Model;
    import org.springframework.web.bind.annotation.RequestMapping;
    import org.springframework.web.bind.annotation.RequestParam;

    @Controller
    public class GreetingController {

        @RequestMapping("/greeting")
        public String greeting(@RequestParam(value = "name", required = false, defaultValue = "World") String name,
                Model model) {
            model.addAttribute("name", name);
            return "greeting";
        }

    }
    '''
            ServletInitializerContent = '''
    package hello;

    import org.springframework.boot.builder.SpringApplicationBuilder;
    import org.springframework.boot.web.support.SpringBootServletInitializer;

    /**
     * Created by YM on 5/16/2017.
     */
    public class ServletInitializer extends SpringBootServletInitializer {

        @Override
        protected SpringApplicationBuilder configure(SpringApplicationBuilder builder) {
            return builder.sources(hello.Application.class);
        }
    }
    '''
            HelloControllerTestContent = '''
    package hello;

    import static org.hamcrest.Matchers.equalTo;
    import static org.junit.Assert.assertThat;

    import java.net.URL;

    import org.junit.Before;
    import org.junit.Test;
    import org.junit.runner.RunWith;
    import org.springframework.beans.factory.annotation.Autowired;
    import org.springframework.boot.context.embedded.LocalServerPort;
    import org.springframework.boot.test.context.SpringBootTest;
    import org.springframework.boot.test.web.client.TestRestTemplate;
    import org.springframework.http.ResponseEntity;
    import org.springframework.test.context.junit4.SpringRunner;

    @RunWith(SpringRunner.class)
    @SpringBootTest(webEnvironment = SpringBootTest.WebEnvironment.RANDOM_PORT)
    public class HelloControllerTest {

        @LocalServerPort
        private int port;

        private URL base;

        @Autowired
        private TestRestTemplate template;

        @Before
        public void setUp() throws Exception {
            this.base = new URL("http://localhost:" + port + "/");
        }

        @Test
        public void getHello() throws Exception {
            ResponseEntity<String> response = template.getForEntity(base.toString(),
                    String.class);
            assertThat(response.getBody(), equalTo("Greetings from Spring Boot!"));
        }
    }
    '''
            createFile("src/main/java/hello/Application.java", ApplicationContent)
            createFile("src/main/java/hello/HelloController.java", HelloControllerContent)
            createFile("src/main/java/hello/UserRepository.java", UserRepositoryContent)
            createFile("src/main/java/hello/User.java", UserContent)
            createFile("src/main/java/hello/GreetingController.java", GreetingControllerContent)
            createFile("src/main/java/hello/ServletInitializer.java", ServletInitializerContent)
            createFile("src/test/java/ApplicationTests.java", ApplicationTestsContent)
            createFile("src/test/java/hello/HelloControllerTest.java", HelloControllerTestContent)

            applicationPropertiesContent = '''
    spring.datasource.driverClassName=
    spring.datasource.url=jdbc:mysql://localhost:3306/test
    spring.datasource.username=root
    spring.datasource.password=root
    spring.jpa.properties.hibernate.hbm2ddl.auto=create
    '''
            createFile("src/main/resources/application.properties", applicationPropertiesContent)
            println "Please modify src/main/resources/application.properties"

            webXmlContent = '''
    <!DOCTYPE web-app PUBLIC
     "-//Sun Microsystems, Inc.//DTD Web Application 2.3//EN"
     "http://java.sun.com/dtd/web-app_2_3.dtd" >

    <web-app>
      <display-name>Archetype Created Web Application</display-name>
    </web-app>
    '''
            indexJspContent = '''
    <html>
    <body>
    <h2>Hello World!</h2>
    </body>
    </html>
    '''
            greetingHtmlContent = '''
    <!DOCTYPE HTML>
    <html xmlns:th="http://www.thymeleaf.org">
    <head>
        <title>Getting Started: Serving Web Content</title>
        <meta http-equiv="Content-Type" content="text/html; charset=UTF-8" />
    </head>
    <body>
    <p th:text="'Hello, ' + ${name} + '!'" />
    </body>
    </html>
    '''
            createFile("src/main/webapp/WEB-INF/web.xml", webXmlContent)
            createFile("src/main/webapp/index.jsp", indexJspContent)
            createFile("src/main/resources/templates/greeting.html", greetingHtmlContent)

        }
    }

    + + +
    + +
    +
    +
    + + +
    + + + #java + + #gradle + + #build + +
    + +
    + + + + + +
    +
    +
    Gradle脚本实现web开发框架的一键构建
    +
    https://threelambda.com/2017/05/24/2017-5-24-gradle-build-project/
    +
    +
    + +
    +
    作者
    +
    Ming Yang
    +
    + + +
    +
    发布于
    +
    2017年5月24日
    +
    + + + +
    +
    许可协议
    +
    + + + + + + + + + + +
    +
    + +
    +
    +
    + + + + +
    + + +
    + +
    + + +
    +
    +
    +
    + +
    + + + + +
    +
    +
    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/zh-hans/2017/07/09/2017-7-9-resize-fixed-image/index.html b/zh-hans/2017/07/09/2017-7-9-resize-fixed-image/index.html new file mode 100644 index 00000000..a0180af1 --- /dev/null +++ b/zh-hans/2017/07/09/2017-7-9-resize-fixed-image/index.html @@ -0,0 +1,709 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + How to resize VirtualBox fixed image size and keep contents unchanged ? - CodeCraft + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + + +
    + + + + + + +
    + +
    + +
    + + + +
    +
    +
    + + +
    + +
    +
    +
    +
    +

    How to resize VirtualBox fixed image size and keep contents unchanged ?

    + + +
    + +

    问题

    如何更改镜像文件的大小呢，尤其是如何把一个固定大小的镜像变大，并且之前的内容完全不改变。 +我尝试了一些方法，比如下面的几个步骤。1.查看信息，2.克隆新的vdi，3.调整大小，4.再查看信息。

    + + +
    +

    VBoxManage showhdinfo mydisk.vdi
    VBoxManage clonehd mydisk.vdi mydiskClone.vdi
    VBoxManage modifyhd mydiskClone.vdi –resize 61440
    VBoxManage showhdinfo mydiskClone.vdi

    +
    +

    这个方法的确是调整了大小，不过镜像文件变成了dynamic size而不是fixed size。这还好了， +最麻烦的是，当使用新的vdi的时候，发现自己的用户已经无法登陆，只能使用root用户登陆了。 +这是无法接受的。

    +

    用GParted实现

    幸运的是有人给出了详细的方法。

    +
    +

    resize-method

    +
    +

    我来解释一下，其中最核心的就是

    +
    dd if=/dev/sda of=/dev/sdb
+
    +

    执行完成这个语句之后，不要进行分区等任何操作。 +（虽然看到新增加的磁盘处于未分配的状态。）直接单独挂载这个磁盘启动。 +果然可以登陆，一切照旧。但是只是这样并没有完成磁盘空间变大。只是实现了内容的复制。 +要想扩大，就需要使用GParted进行resize了。重新使用GParted Live CD进入新磁盘的分区图形界面， +可以发现新磁盘的某些空间已经进行分区，但是还有部分空间没有进行分区。 +在我这里是这样显示的

    +
    + ------------------------------------------------------
+ |     sda            |  swap  |     unallocated      |   
+ ------------------------------------------------------
+
    + +
      +
    1. 首先删掉swap交换分区。这样/dev/sda分区紧接着就是未分配的空间了。
      2. +
    2. 接着resize sda分区。留几百兆做swap交换分区。
      3. +
    3. 最后创建一个交换分区。
      4. +
    +

    最后重启。应该会发现无法登陆，出现这样一个提示 +a start job is running for dev-disk-by…。耐心等待一下，发现还是可以正常登陆的。 +而且磁盘的空间变大了。一切似乎不错。

    +

    解决最后的小问题

    重启一下看看，发现还是有a start job is running for dev-disk-by…这个提示， +需要等待一两分钟，真是糟糕。别担心，这是因为重新创建了swap交换分区的缘故。有人已经给出了解决办法。

    +
    +

    To avoid the issue, in /etc/fstab you can either +Replace the swap UUID with the new one (run sudo blkid to find it) after the primary partition resizing.

    +
    +

    reset-swap-uuid

    +

    重启，问题解决了。

    + + +
    + +
    +
    +
    + + +
    + + + #image + + #resize + + #virutalbox + +
    + +
    + + + + + +
    +
    +
    How to resize VirtualBox fixed image size and keep contents unchanged ?
    +
    https://threelambda.com/2017/07/09/2017-7-9-resize-fixed-image/
    +
    +
    + +
    +
    作者
    +
    Ming Yang
    +
    + + +
    +
    发布于
    +
    2017年7月9日
    +
    + + + +
    +
    许可协议
    +
    + + + + + + + + + + +
    +
    + +
    +
    +
    + + + + +
    + + +
    + +
    + + +
    +
    +
    +
    + +
    + + + + +
    +
    +
    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/zh-hans/2017/10/07/leetcode-312/index.html b/zh-hans/2017/10/07/leetcode-312/index.html new file mode 100644 index 00000000..c4b441c2 --- /dev/null +++ b/zh-hans/2017/10/07/leetcode-312/index.html @@ -0,0 +1,693 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + [leetcode 312]Burst Balloons原创解法 - CodeCraft + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + + +
    + + + + + + +
    + +
    + +
    + + + +
    +
    +
    + + +
    + +
    +
    +
    +
    +

    [leetcode 312]Burst Balloons原创解法

    + + +
    + +

    题目概述

    312原题链接

    +
    Given n balloons, indexed from 0 to n-1. Each balloon is painted with a number on it represented by array nums. You are asked to burst all the balloons. If the you burst balloon i you will get nums[left] * nums[i] * nums[right] coins. Here left and right are adjacent indices of i. After the burst, the left and right then becomes adjacent.
+
+Find the maximum coins you can collect by bursting the balloons wisely.
+
+examples:
+nums = [3,1,5,8] --> [3,5,8] -->   [3,8]   -->  [8]  --> []
+coins =  3*1*5      +  3*5*8    +  1*3*8      + 1*8*1   = 167
+
    + + +

    简单直接的解法

    遍历回溯法，建立一个集合，把遍历过的数字放在该集合里。算法的复杂度是O(n!)。解法如下

    +
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    class Solution1(object):
        def maxCoins(self, nums):
            """
            :type nums: List[int]
            :rtype: int
            """
            path = []
            max_path = [path]
            max = [0]
            s = [0]
            D = set()
            self.find(nums, path, D, s, max, max_path)
            print(max_path[0])
            return max[0]

        def find(self, nums, path, D, s, max, max_path):
            if len(path) == len(nums):
                if s[0] > max[0]:
                    max[0] = s[0]
                    max_path[0] = path[:]
            else:
                for i in range(len(nums)):
                    if i not in D:
                        path.append(i)
                        D.add(i)
                        tmp = self.compute(i, nums, D)
                        s[0] += tmp
                        self.find(nums, path, D, s, max, max_path)
                        path.pop()
                        D.remove(i)
                        s[0] -= tmp

        def compute(self, i, nums, D):
            left, right = 1, 1
            for j in range(i - 1, -1, -1):
                if j not in D:
                    left = nums[j]
                    break
            for k in range(i + 1, len(nums)):
                if k not in D:
                    right = nums[k]
                    break
            return left * right * nums[i]
    + +

    回顾矩阵链解法

    以上的方法无疑会超时，但是它是我们理解问题，验证其它算法的基础。 +我们希望能够得到一个多项式时间的解法，按照以往的经验，我们如果能够找到一个贪心算法是最好的， +但是如果我们能够有一个贪心算法，那么也一定能够有一个动态规划方法。CRLS对贪心和动态规划做了清楚的 +描述，核心都是要找到最优子结构，并且证明存在最优子结构——这其实也是最难的部分，因为动态规划方法从来只是一个思想，本质上不过是 递归的一种优化而已。

    +

    CRLS中在动态规划一章中用了几个例子来详细展示动态规划方法。其中第二个例子就是矩阵链问题————如果有一个 +矩阵链A1*A2*A3*A4，其中A1是1x5的矩阵，A2是5x1的矩阵，A3是1x5的矩阵，A4是5x1的矩阵。那么先计算A1*A2和A3*A4 +则是比较好的，代价较小都是1x5x1=5。而A2*A3则是比较糟糕的，因为A2*A3的计算代价是5x1x5=25。

    +
    +

    对给定的两个矩阵相乘A_ik*A_kj, +计算的代价是i*k*j。

    +
    +

    等价转换

    矩阵链中计算的代价是三个数相乘，而我们这里也是三个数字相乘。对于三个气球（数字）5·1·5，如果戳破第一个气球（数字），则得分（代价）是1x5x1，如果戳破第二个气球（数字） +得分（代价）是5x1x5，戳破第三个气球（数字）得分（代价）是1x5x1。对于1x5x1可以转换为1x5的矩阵和5x1的矩阵的代价。 +5x1x5，可以转换为5x1的矩阵和1x5的矩阵的代价。最终，三个数字5·1·5可以等价转换为求解四个矩阵 +A1*A2*A3*A4的最大计算代价的问题。所以第一步就是把n个数字转换为n+1个矩阵表示，第二步就是把矩阵链问题的递归求解中 +的min改成max。如果这两个问题是等价的，那么我们的解法一定可以通过测试。并且似乎也不用去证明了。（其实这是最难的部分。）

    +

    以下是通过的memoization解法，算法的复杂度是O(n^2)，与矩阵链问题的复杂度一样：

    +
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    class Solution2(object):
        def maxCoins(self, nums):
            """
            :type nums: List[int]
            :rtype: int
            """
            n = len(nums)
            list = self.get(nums) # 转换为n+1个矩阵的表示。每个pair tuple对应矩阵的长和宽。
            print(list)
            n += 1
            m = [[None] * n for i in range(n)] # 声明一个子问题空间是n^2的记忆体
            print(m)
            for i in range(n):
                m[i][i] = 0

            return self.recursive(list, m, 0, n - 1)

        def get(self, nums):
            n = len(nums)
            list = [(1, nums[0])]
            for i in range(n):
                if (i + 1 < n):
                    list.append((nums[i], nums[i + 1]))
                else:
                    list.append((nums[i], 1))
            return list

        def recursive(self, list, m, i, j):
            if m[i][j] is not None:
                return m[i][j]
            else:
                max = -1
                for k in range(i, j):
                    a = self.recursive(list, m, i, k)
                    b = self.recursive(list, m, k + 1, j)
                    v = a + b + list[i][0] * list[k][1] * list[j][1]
                    if v > max :
                        max = v
                m[i][j] = max
                return m[i][j]
    + + +
    + +
    +
    +
    + + +
    + + + #leetcode + + #算法 + + #python + +
    + +
    + + + + + +
    +
    +
    [leetcode 312]Burst Balloons原创解法
    +
    https://threelambda.com/2017/10/07/leetcode-312/
    +
    +
    + +
    +
    作者
    +
    Ming Yang
    +
    + + +
    +
    发布于
    +
    2017年10月7日
    +
    + + + +
    +
    许可协议
    +
    + + + + + + + + + + +
    +
    + +
    +
    +
    + + + + +
    + + +
    + +
    + + +
    +
    +
    +
    + +
    + + + + +
    +
    +
    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/zh-hans/2017/11/27/find-top-n/index.html b/zh-hans/2017/11/27/find-top-n/index.html new file mode 100644 index 00000000..3bdf2f50 --- /dev/null +++ b/zh-hans/2017/11/27/find-top-n/index.html @@ -0,0 +1,698 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + 从大文件中找到出现次数最多的10个数 - CodeCraft + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + + +
    + + + + + + +
    + +
    + +
    + + + +
    +
    +
    + + +
    + +
    +
    +
    +
    +

    从大文件中找到出现次数最多的10个数

    + + +
    + +

    问题

    这是一个经典题，面试的时候经常会遇到。 +例如：文件的内容如下

    +
    26329
+46184
+94842
+9036
+96555
+40954
+38187
+15548
+51452
+861
+51010
+8721
+13666
+69837 
+
    +

    每行一个数字，找到出现次数最多的数。通常的解法是遍历文件一遍，用hashmap维护一个(number => freq)， +然后用最小堆找到最大的10个数。

    + + +

    用Trie代替Hashmap

    如果内存很小，hashmap放不下怎么办呢？可以使用Trie来代替HashMap。 +但是我们这里的Trie在insert一个串的时候会在叶子节点用一个count来计数。 +这里的叶子节点特指isEnd为true的TrieNode。 +通常Trie用于匹配字符串，会有startsWith方法。但是我们这里不需要这个方法，而需要一个遍历 +所有叶子节点的方法traverseLeaf。下面就是我们的Trieclass。

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    package ym.parallel;

    import org.slf4j.Logger;
    import org.slf4j.LoggerFactory;

    import java.util.ArrayDeque;
    import java.util.Deque;
    import java.util.HashMap;
    import java.util.Map;

    /**
     * Created by ym on 11/26/2017.
     */
    public class Trie {

        private static final Logger logger = LoggerFactory.getLogger(Trie.class);
        private TrieNode root;

        public Trie() {
            root = new TrieNode(null);
        }

        public void insert(String s) {
            int n = s.length();
            TrieNode parent = root;
            TrieNode child = null;
            for (int i = 0; i < n; i++) {
                Character c = s.charAt(i);

                if (parent.contains(c)) {
                    child = parent.get(c);
                } else {
                    child = new TrieNode(c);
                    parent.put(c, child);
                    child.parent = parent;
                }

                if (i == n - 1) {
                    child.isEnd = true;
                    child.count += 1;
                }
                parent = child;
            }
        }

        public void traverseLeaf(TrieClient client) {
            Deque<TrieNode> deque = new ArrayDeque<>();
            deque.push(root);

            while (!deque.isEmpty()) {
                TrieNode tmp = deque.pop();
                if (tmp.isEnd) {
                    client.visit(tmp);
                }

                for (Map.Entry<Character, TrieNode> entry : tmp.children.entrySet()) {
                    deque.push(entry.getValue());
                }
            }
        }

        public static class TrieNode {
            private HashMap<Character, TrieNode> children = new HashMap<>();
            private boolean isEnd = false;
            private Character c;
            private Integer count = 0;
            private TrieNode parent = null;

            TrieNode(Character c) {
                this.c = c;
            }

            public void put(Character c, TrieNode node) {
                children.putIfAbsent(c, node);
            }

            public boolean contains(Character c) {
                return children.containsKey(c);
            }

            public TrieNode get(Character c) {
                return children.get(c);
            }

            public Integer getCount() {
                return this.count;
            }

            public String getString() {
                StringBuilder s = new StringBuilder();
                TrieNode node = this;
                while (node.c != null) {
                    s.insert(0, node.c.toString());
                    node = node.parent;
                }
                return s.toString();
            }
        }

        public interface TrieClient {

            default void visit(TrieNode node) {
                logger.info(node.getString() + ":" + node.count);
            }
        }

        public static void main(String[] args) {
            Trie trie = new Trie();
            trie.insert("abc");
            trie.insert("ab");
            trie.insert("ab");
            trie.insert("cde");
            trie.insert("cde");
            trie.traverseLeaf(new TrieClient() {});

        }

    }
    + +

    运行main的结果如下：

    +
    2017-11-27 10:40:52 INFO  Trie:103    cde:2
+2017-11-27 10:40:52 INFO  Trie:103    ab:2
+2017-11-27 10:40:52 INFO  Trie:103    abc:1
+
    +

    用Trie实现的Java代码

    这个Trie怎么用呢？以下是完整的代码。

    +
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    package ym.parallel;

    import com.google.common.base.MoreObjects;
    import org.junit.Before;
    import org.junit.Test;
    import org.slf4j.Logger;
    import org.slf4j.LoggerFactory;

    import java.io.BufferedReader;
    import java.io.File;
    import java.io.FileReader;
    import java.io.IOException;
    import java.util.HashMap;
    import java.util.Map;
    import java.util.PriorityQueue;

    /**
     * Created by ym on 11/26/2017.
     */
    public class SolutionTrie {

        private static final Logger logger = LoggerFactory.getLogger(SolutionTrie.class);

        private static String path;
        private static Trie trie = new Trie();
        private static PriorityQueue<IPCounter> heap = new PriorityQueue<>(10);

        @Before
        public void setUp() {
            path = "d:/tmp/log_ip.txt";
        }


        @Test
        public void findTopTen() {

            logger.info("compute begin");
            try (BufferedReader br = new BufferedReader(new FileReader(new File(path)));) {
                String line = null;
                while ((line = br.readLine()) != null) {
                    trie.insert(line);
                }

            } catch (IOException e) {
                e.printStackTrace();
            }
            logger.info("read complete.");

            trie.traverseLeaf(new Trie.TrieClient() {
                @Override
                public void visit(Trie.TrieNode node) {
                    IPCounter ipCounter = new IPCounter(node.getString(), node.getCount());
                    if (heap.size() < 10) {
                        heap.add(ipCounter);
                    } else {
                        if (heap.peek().count < ipCounter.count) {
                            heap.poll();
                            heap.add(ipCounter);
                        }
                    }
                }
            });

            while (!heap.isEmpty()) {
                logger.info(heap.poll().toString());
            }
            logger.info("compute end");
        }


        private static class IPCounter implements Comparable {
            private String ip;
            private Integer count;

            public IPCounter(String ip, Integer count) {
                this.ip = ip;
                this.count = count;
            }


            @Override
            public int compareTo(Object o) {
                IPCounter ipCounter = (IPCounter) o;
                return this.count.compareTo(ipCounter.count);
            }

            @Override
            public String toString() {
                return MoreObjects.toStringHelper(this).add("Ip", ip).add("count", count).toString();
            }
        }
    }

    + + + + +
    + +
    +
    +
    + + +
    + + + #algorithm + + #java + + #trie + +
    + +
    + + + + + +
    +
    +
    从大文件中找到出现次数最多的10个数
    +
    https://threelambda.com/2017/11/27/find-top-n/
    +
    +
    + +
    +
    作者
    +
    Ming Yang
    +
    + + +
    +
    发布于
    +
    2017年11月27日
    +
    + + + +
    +
    许可协议
    +
    + + + + + + + + + + +
    +
    + +
    +
    +
    + + + + +
    + + +
    + +
    + + +
    +
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    + +
    + + + + +
    +
    +
    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/zh-hans/2018/02/24/2018-2-24-robber-3/index.html b/zh-hans/2018/02/24/2018-2-24-robber-3/index.html new file mode 100644 index 00000000..683a2df4 --- /dev/null +++ b/zh-hans/2018/02/24/2018-2-24-robber-3/index.html @@ -0,0 +1,679 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + [leetcode 337]打败了100%的解法 - CodeCraft + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + + +
    + + + + + + +
    + +
    + +
    + + + +
    +
    +
    + + +
    + +
    +
    +
    +
    +

    [leetcode 337]打败了100%的解法

    + + +
    + +

    题目概述

    原题链接

    +
    The thief has found himself a new place for his thievery again. There is only one entrance to this area, called the "root." Besides the root, each house has one and only one parent house. After a tour, the smart thief realized that "all houses in this place forms a binary tree". It will automatically contact the police if two directly-linked houses were broken into on the same night.
+Determine the maximum amount of money the thief can rob tonight without alerting the police.
+
    +
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    Example 1:
         3
        / \
       2   2
        \   \ 
         4   1
    Maximum amount of money the thief can rob = 3 + 4 + 1 = 8.
    + + + +

    最快的解法

    以下代码打败了100%的其它python3解法。 +带记忆体的递归，也就是动态规划。

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    class Solution:

        def rob(self, root):
            """
            :type root: TreeNode
            :rtype: int
            """
            self.memo = {}
            return self.dp(root)

        def dp(self, root):
            if root is None:
                return 0
            else:
                if root in self.memo :
                    return self.memo[root]

                v1 = self.dp(root.left) + self.dp(root.right)

                v2 = root.val
                if root.left is not None:
                    v2 += self.dp(root.left.left) + self.dp(root.left.right)
                if root.right is not None:
                    v2 += self.dp(root.right.left) + self.dp(root.right.right)
                self.memo[root] = max(v1, v2)
                return self.memo[root]
    + + + +

    截图留念

    1
    2
                  You are Here!
    Your runtime beats 100.00% of python3 submissions.
    +

    robber3_submit_result

    + + +
    + +
    +
    +
    + + +
    + + + #leetcode + + #算法 + + #python + +
    + +
    + + + + + +
    +
    +
    [leetcode 337]打败了100%的解法
    +
    https://threelambda.com/2018/02/24/2018-2-24-robber-3/
    +
    +
    + +
    +
    作者
    +
    Ming Yang
    +
    + + +
    +
    发布于
    +
    2018年2月24日
    +
    + + + +
    +
    许可协议
    +
    + + + + + + + + + + +
    +
    + +
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    +
    + + + + +
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    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/zh-hans/2018/08/18/2018-8-18-leetcode-341/index.html b/zh-hans/2018/08/18/2018-8-18-leetcode-341/index.html new file mode 100644 index 00000000..8cba44da --- /dev/null +++ b/zh-hans/2018/08/18/2018-8-18-leetcode-341/index.html @@ -0,0 +1,684 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + [leetcode 341]练练手 - CodeCraft + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + + +
    + + + + + + +
    + +
    + +
    + + + +
    +
    +
    + + +
    + +
    +
    +
    +
    +

    [leetcode 341]练练手

    + + +
    + +

    题目概述

    原题链接

    +
    +

    Given a nested list of integers, implement an iterator to flatten it.

    +

    Each element is either an integer, or a list – whose elements may also be integers or other lists. + Input: [[1,1],2,[1,1]] + Output: [1,1,2,1,1]

    +
    + + +

    解题思路

    如果只是遍历一遍，用类似二叉树的中序遍历就好了。但是因为要生成迭代子，那么就得 +考虑用栈来模拟递归了。

    +

    当然这个题目是比较简单的，压栈的是一个tuple－(list, index)。第一个是list，第二个指向 +list的第几个item。

    +

    第一次通过的解法

    比较慢。

    +
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    class NestedIterator(object):
        def __init__(self, nestedList):
            """
            Initialize your data structure here.
            :type nestedList: List[NestedInteger]
            """
            self.q = [(nestedList, 0)]

        def next(self):
            """
            :rtype: int
            """

            val = None
            not_find = True
            while self.q and not_find:
                arr, num = self.q.pop()
                if num < len(arr):
                    ele = arr[num]
                    if isinstance(ele, int): # 如果提交需要改成　ele.isInteger()
                        val = ele            # ................  ele.getInteger()
                        not_find = False
                        self.q.append((arr, num + 1))
                    else:
                        self.q.append((arr, num + 1))
                        self.q.append((ele, 0))  # 如果提交改成，self.q.append((ele.getList(),0))

            return None if not_find else val

        def hasNext(self):
            """
            :rtype: bool
            """
            has_next = False
            while not has_next and self.q:
                arr, num = self.q.pop()
                if num < len(arr):
                    ele = arr[num]
                    if isinstance(ele, int):
                        has_next = True
                        self.q.append((arr, num))
                    else:
                        self.q.append((arr, num + 1))
                        self.q.append((ele, 0))

            return has_next

    if __name__ == "__main__":
        nestedlist = [[1, 2], 3, [4, 5], 6]
        i, v = NestedIterator(nestedlist), []
        while i.hasNext(): v.append(i.next())
        print(v)  # [1, 2, 3, 4, 5, 6]
    + +

    优化后的解法

    之前的解法大概是140ms跑通了44个测试。而大多数的解法则在70ms左右。 +怎么改进呢？ +has_next和next方法本质上是一样的，可以只保留一个next就可以实现两个方法了。 +那么我们可以提前跑next方法，缓存两个值。

    +

    以下是改进后的速度提升了一倍。

    +
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    class NestedIterator2(object):
        def __init__(self, nestedList):
            """
            Initialize your data structure here.
            :type nestedList: List[NestedInteger]
            """
            self.q = [(nestedList, 0)]
            self.next_val = self.next0()
            if self.next_val is not None :
                self.has_next = True
            else:
                self.has_next = False

        def next(self):
            curr_val = self.next_val
            if self.has_next:
                self.next_val = self.next0()

            if self.next_val is not None:
                self.has_next = True
            else:
                self.has_next = False

            return curr_val

        def hasNext(self):
            """
            :rtype: bool
            """
            return self.has_next

        def next0(self):
            """
            :rtype: int
            """

            val = None
            not_find = True
            while self.q and not_find:
                arr, num = self.q.pop()
                if num < len(arr):
                    ele = arr[num]
                    if isinstance(ele, int):
                        val = ele
                        not_find = False
                        self.q.append((arr, num + 1))
                    else:
                        self.q.append((arr, num + 1))
                        self.q.append((ele, 0))

            return None if not_find else val
    + + + +
    + +
    +
    +
    + + +
    + + + #leetcode + + #算法 + + #python + +
    + +
    + + + + + +
    +
    +
    [leetcode 341]练练手
    +
    https://threelambda.com/2018/08/18/2018-8-18-leetcode-341/
    +
    +
    + +
    +
    作者
    +
    Ming Yang
    +
    + + +
    +
    发布于
    +
    2018年8月18日
    +
    + + + +
    +
    许可协议
    +
    + + + + + + + + + + +
    +
    + +
    +
    +
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    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/zh-hans/2018/11/08/2018-11-8-leetcode-352/index.html b/zh-hans/2018/11/08/2018-11-8-leetcode-352/index.html new file mode 100644 index 00000000..43c2233a --- /dev/null +++ b/zh-hans/2018/11/08/2018-11-8-leetcode-352/index.html @@ -0,0 +1,699 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + [leetcode 352]原创解法 - CodeCraft + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + + +
    + + + + + + +
    + +
    + +
    + + + +
    +
    +
    + + +
    + +
    +
    +
    +
    +

    [leetcode 352]原创解法

    + + +
    + +

    题目概述

    原题链接

    +
    +

    Given a data stream input of non-negative integers a1, a2, …, an, …, summarize the numbers seen so far as a list of disjoint intervals.

    +

    For example, suppose the integers from the data stream are 1, 3, 7, 2, 6, …, then the summary will be:

    +

    [1, 1] +[1, 1], [3, 3] +[1, 1], [3, 3], [7, 7] +[1, 3], [7, 7] +[1, 3], [6, 7]

    +
    + + +

    解题思路

    断断续续思考了一段时间。naive的想法考虑了以下几点，

    +
      +
    1. 一个list存放interval，然后遍历。
      2. +
    2. 需要查比邻的interval的值，因为需要合并。
      3. +
    3. 需要插入新的interval
      4. +
    +

    从这几点首先想到用二叉搜索树来存放interval，这样既能快速查到，又能保证有序， +但是实现起来的时候，发现有两个问题，

    +
      +
    1. 合并节点非常复杂（其实可以做到）
      2. +
    2. 简单的二叉搜索树无法保证是平衡树（这个非常影响性能）
      3. +
    +

    最后考虑的结果是这样的，

    +
      +
    1. 用list存放有序的interval
      2. +
    2. 使用二分查找保证快速找到最近的interval
      3. +
    3. 合并interval的时候比较简单快速。
      4. +
    +

    一遍通过的解法

    编码的过程，比较慢，写了快一个小时，因为要仔细考虑边界值的问题， +但是一遍就通过了测试，比较开心，毕竟该题号称hard。

    +
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    # Definition for an interval.
    class Interval(object):
        def __init__(self, s=0, e=0):
            self.start = s
            self.end = e

        def __repr__(self):
            return "[{},{}]".format(self.start, self.end)


    def nearest(arr, val):
        """
        返回最接近的interval的索引
        :param arr:
        :param val:
        :return:
        """
        start = 0
        end = len(arr) - 1
        mid = int((start + end) / 2)
        while start < end:
            item = arr[mid]
            if item.start - 1 <= val <= item.end + 1:
                return mid
            elif val < item.start - 1:
                end = mid
            elif val > item.end + 1:
                if start == mid:
                    start = mid + 1
                else:
                    start = mid

            mid = int((start + end) / 2)
        return mid


    class SummaryRanges(object):

        def __init__(self):
            """
            Initialize your data structure here.
            """
            self.arr = []

        def addNum(self, val):
            """
            :type val: int
            :rtype: void
            """
            if len(self.arr) == 0:
                interval = Interval(val, val)
                self.arr.append(interval)
            else:
                i = nearest(self.arr, val)
                item = self.arr[i]
                if item.start <= val <= item.end:
                    return
                elif val == item.start - 1:
                    item.start = val
                    while i > 0 and self.arr[i - 1].end == item.start - 1:
                        self.arr[i - 1].end = item.end
                        self.arr.pop(i)
                        item = self.arr[i - 1]
                        i = i - 1
                elif val == item.end + 1:
                    item.end = val
                    while i < len(self.arr) - 1 and self.arr[i + 1].start == item.end + 1:
                        item.end = self.arr[i + 1].end
                        self.arr.pop(i + 1)
                elif val < item.start - 1:
                    interval = Interval(val, val)
                    self.arr.insert(i, interval)
                elif val > item.end + 1:
                    interval = Interval(val, val)
                    self.arr.insert(i + 1, interval)

        def getIntervals(self):
            """
            :rtype: List[Interval]
            """
            return self.arr


    # Your SummaryRanges object will be instantiated and called as such:
    # obj = SummaryRanges()
    # obj.addNum(val)
    # param_2 = obj.getIntervals()

    if __name__ == '__main__':
        obj = SummaryRanges()
        obj.addNum(1)
        print(obj.getIntervals())  # [1,1]
        obj.addNum(3)
        print(obj.getIntervals())  # [1,1],[3,3]
        obj.addNum(7)
        print(obj.getIntervals())  # [1,1],[3,3],[7,7]
        obj.addNum(2)
        print(obj.getIntervals())  # [1,3],[7,7]
        obj.addNum(6)
        print(obj.getIntervals())  # [1,3],[6,7]
    + +

    高效的Python List

    我一开始不愿意使用list的本质原因是需要在List的中间删除和插入数据，因为 +对于一个size为n的list，list.pop(0)的时间复杂度是O(n)。 +但是Python的List似乎仍然非常高效，即使在list中间删除和插入数。我本来以为 +我的这个解法会超时呢，结果居然击败的80%的提交。

    + + +
    + +
    +
    +
    + + +
    + + + #leetcode + + #算法 + + #python + +
    + +
    + + + + + +
    +
    +
    [leetcode 352]原创解法
    +
    https://threelambda.com/2018/11/08/2018-11-8-leetcode-352/
    +
    +
    + +
    +
    作者
    +
    Ming Yang
    +
    + + +
    +
    发布于
    +
    2018年11月8日
    +
    + + + +
    +
    许可协议
    +
    + + + + + + + + + + +
    +
    + +
    +
    +
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    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/zh-hans/2018/11/09/minilisp/index.html b/zh-hans/2018/11/09/minilisp/index.html new file mode 100644 index 00000000..c6c8343e --- /dev/null +++ b/zh-hans/2018/11/09/minilisp/index.html @@ -0,0 +1,719 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + 宏扩展的执行逻辑初探(一) - CodeCraft + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
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    + + + + + + +
    + +
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    +
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    + + +
    + +
    +
    +
    +
    +

    宏扩展的执行逻辑初探(一)

    + + +
    + +

    宏是怎么扩展的呢？

    比较流行的编程语言中，Java,Python都没有定义宏的功能。c语言中的宏限制比较大， +没有Lisp中的宏强大。以下提到的宏，指的是Lisp方言中的宏。

    +

    宏的求值可以分为两个步骤

    +
      +
    1. 扩展（expand）–编译期
      2. +
    2. 求值（eval） –运行期
      3. +
    +

    这看起来很简单，但是实际写macro的时候，就会有很多的困惑。这里的主要矛盾就是理解 +以下两个过程，

    +
      +
    1. 在一个宏的内部调用另一个函数
      2. +
    2. 在一个宏的内部调用另一个宏
      3. +
    +

    不同的lisp方言有不同的实现。以下用Clojure来研究宏的用法。

    + + +

    宏内部调用函数(call function inside macro)

    宏扩展阶段，就会调用函数进行求值。

    +
    1
    2
    3
    4
    5
    (use 'clojure.walk)
    (defmacro fool [x]
      (+ x 1))

    (macroexpand-all '(fool 2))
    +

    运行结果如下，可以看到宏扩展阶段已经调用+函数进行了求值。

    +
    1
    2
    #'user/fool
    3
    + +

    这里的+是一个函数。

    +

    宏内部调用宏（call macro inside macro)

    继续上面的例子，我们定义一个加法宏，然后在fool的内部调用该宏。

    +
    1
    2
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    (use 'clojure.walk)

    (defmacro plus [x y]
      (+ x y))

    (defmacro fool [x]
      (plus x 1))

    (macroexpand-all '(fool 2))
    + +

    运行这段代码会得到以下的错误信息。重点就是理解这里为什么会报错。

    +
    1
    CompilerException java.lang.ClassCastException: clojure.lang.Symbol cannot be cast to java.lang.Number, compiling:(/tmp/form-init4487875798119154898.clj:8:3)
    + +

    这里报错说是Symbol无法转换为数字。可是我们明明输入的是2。

    +

    事实的过程如下，

    +
      +
    1. 扩展 (fool 2)
      2. +
    2. 进入fool的body
      3. +
    3. 扩展 (plus x 1) — 这里x是一个Symbol，而不是x-value
      4. +
    4. 进入宏plus的body
      5. +
    5. 对(+ x 1)求值 —到这里报错了，因为x是一个Symbol。
      6. +
    +

    所以，如果直接在一个宏的内部调用另一个宏，很可能编译都无法通过。因为编译期会对宏进行扩展， +但不会绑定实参。

    +

    那么怎么正确的使用呢，这里引入了一个概念叫emit a macro call inside a macro。

    +
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    (use 'clojure.walk)

    (defmacro plus [x y]
      (+ x y))

    (defmacro fool [x]
      (list 'plus x 1))

    (macroexpand-1 '(fool 2))    ;; (plus 2 1)
    (macroexpand-all '(fool 2))  ;; 3
    + +

    结果如下，只扩展一次，会得到(plus 2 1)， 而完全扩展会得到3。

    +
    1
    2
    3
    4
    5
    => nil
    #'user/plus
    #'user/fool
    (plus 2 1)
    3
    + +

    具体过程如下，

    +
      +
    1. 扩展(fool 2)
      2. +
    2. 进入fool的body
      3. +
    3. 求值(list ‘plus x-value 1) – 这里x-value是2
      4. +
    4. 得到(plus x-value 1) – 这里x-value是2
      5. +
    5. 发现仍然是一个宏，继续扩展
      6. +
    6. 进入plus的body
      7. +
    7. 求值(+ x-value 1)为3 – 这里x-value是2
      8. +
    +

    语法引用（Syntax Quote）

    正是因为需要频繁的使用list来进行宏调用，因此发明了这样的语法糖。

    +
    1
    2
    3
    4
    5
    6
    7
    8
    9
    10
    (use 'clojure.walk)

    (defmacro plus [x y]
      (+ x y))

    (defmacro fool [x]
      `(plus ~x 1))    ;; <- 这里等价于 (list 'plus x 1))

    (macroexpand-1 '(fool 2))
    (macroexpand-all '(fool 2))
    + + + +
    + +
    +
    +
    + + +
    + + + #clojure + + #lisp + + #macro + +
    + +
    + + + + + +
    +
    +
    宏扩展的执行逻辑初探(一)
    +
    https://threelambda.com/2018/11/09/minilisp/
    +
    +
    + +
    +
    作者
    +
    Ming Yang
    +
    + + +
    +
    发布于
    +
    2018年11月9日
    +
    + + + +
    +
    许可协议
    +
    + + + + + + + + + + +
    +
    + +
    +
    +
    + + + + +
    + + +
    + +
    + + +
    +
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    + +
    + + + + +
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    +
    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/zh-hans/2018/12/09/macro/index.html b/zh-hans/2018/12/09/macro/index.html new file mode 100644 index 00000000..116490e4 --- /dev/null +++ b/zh-hans/2018/12/09/macro/index.html @@ -0,0 +1,679 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + 宏扩展的执行逻辑初探(二) - CodeCraft + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
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    + +
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    +
    +
    + + +
    + +
    +
    +
    +
    +

    宏扩展的执行逻辑初探(二)

    + + +
    + +

    再来一个例子

    看看以下运行的结果是什么呢？

    +
    1
    2
    3
    4
    (defmacro a_macro [x]
      (list '+ 1 x))

    (macroexpand-1 '(a_macro (+ 1 2)) )  ;; => ?
    + +

    如果是一个函数呢？

    +
    1
    2
    3
    4
    (defn a_func [x]
      (list '+ 1 x))

    (a_func (+ 1 2)) ;; => ?
    + + + +

    宏参数绑定表达式，而不是表达式的值

    a_macro进行扩展的的运行结果是

    +
    #'user/a_macro
+(+ 1 (+ 1 2))    # 注意！不是 (+ 1 3)
+
    +

    而不是(+ 1 3)。说明扩展宏的时候，宏的参数绑定的是表达式， +x绑定了表达式(+ 1 2)，这样宏内部的list函数求值运行的时候，x的值是一个表达式(+ 1 2)。

    +

    a_func则不同，内部调用同样的list函数的时候，入参(+ 1 2)首先进行了求值。因此x绑定的是3 。 +因此a_func运行结果是

    +
    (+ 1 3)
+
    + + +
    + +
    +
    +
    + + +
    + + + #clojure + + #lisp + + #macro + +
    + +
    + + + + + +
    +
    +
    宏扩展的执行逻辑初探(二)
    +
    https://threelambda.com/2018/12/09/macro/
    +
    +
    + +
    +
    作者
    +
    Ming Yang
    +
    + + +
    +
    发布于
    +
    2018年12月9日
    +
    + + + +
    +
    许可协议
    +
    + + + + + + + + + + +
    +
    + +
    +
    +
    + + + + +
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    + +
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    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/zh-hans/2019/01/09/2019-1-9-bt-1/index.html b/zh-hans/2019/01/09/2019-1-9-bt-1/index.html new file mode 100644 index 00000000..3668f74e --- /dev/null +++ b/zh-hans/2019/01/09/2019-1-9-bt-1/index.html @@ -0,0 +1,698 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + BitTorrent协议（一）之解析种子文件 - CodeCraft + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + + +
    + + + + + + +
    + +
    + +
    + + + +
    +
    +
    + + +
    + +
    +
    +
    +
    +

    BitTorrent协议（一）之解析种子文件

    + + +
    + +

    bt种子文件

    bt通过种子文件分享已经是一个过去时了，2009年btChina就已经关闭了。现在一般都是 +使用磁力链接来分享文件。那么为什么种子文件分享不再流行了呢？为什么要用磁力链接呢？ +磁力链接怎么实现的呢？

    +

    嗯这是这个系列要研究的问题。但是要研究磁力链接的实现原理，最好先从种子文件开始。

    + + +

    种子文件(metainfo files)的定义

    官网文档 BEP3 中的metainfo files章节 +讲的很清楚。

    +

    简单的说就是把tracker列表和分享的文件信息编码为一个二进制的文件。

    +
      +
    • tracker列表是类似如下的列表
      • +
    +
    1
    2
    3
    4
    5
    http://tracker.trackerfix.com:80/announce

    udp://9.rarbg.me:2710/announce

    udp://9.rarbg.to:2710/announce
    + +

    如果想要找到下载源，就要通过tracker找到peer节点。

    +
      +
    • 分享的文件信息（info）
      • +
    +

    包含了文件的大小，分块个数，分块的sha1散列值。

    +

    编码方式(bencoding)

    bt文件的编码逻辑取名为bencoding。

    +
    +

    Strings are length-prefixed base ten followed by a colon and the string. For example 4:spam corresponds to ‘spam’.

    +

    Integers are represented by an ‘i’ followed by the number in base 10 followed by an ‘e’. For example i3e corresponds to 3 and i-3e corresponds to -3. Integers have no size limitation. i-0e is invalid. All encodings with a leading zero, such as i03e, are invalid, other than i0e, which of course corresponds to 0.

    +

    Lists are encoded as an ‘l’ followed by their elements (also bencoded) followed by an ‘e’. For example l4:spam4:eggse corresponds to [‘spam’, ‘eggs’].

    +

    Dictionaries are encoded as a ‘d’ followed by a list of alternating keys and their corresponding values followed by an ‘e’. For example, d3:cow3:moo4:spam4:eggse corresponds to {‘cow’: ‘moo’, ‘spam’: ‘eggs’} and d4:spaml1:a1:bee corresponds to {‘spam’: [‘a’, ‘b’]}. Keys must be strings and appear in sorted order (sorted as raw strings, not alphanumerics).

    +
    +

    翻译为eBNF语法呢，就是如下

    +
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    string : num ':' {CHAR}*

    num : 0 
        | [1-9][0-9]+ 
        | '-' [1-9][0-9]+

    integer : 'i' num 'e'

    list : 'l' {element}* 'e'

    dic : 'd' {pair}* 'e'

    pair : string element

    element : string
            | integer
            | list
            | dic
    + +

    解码

    根据eBNF实现的解码代码如下， 把get_content()方法中path替换为种子文件的路径，运行就可以看到。 +返回的解析结果中会有info_hash，该值是根据info的bencoding的二进制串计算的sha1值。这个值很重要 +因为之后很多协议都会用到。

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    # -*- coding: utf-8 -*-

    __author__ = 'ym'
    """
        Date        : '2019/1/7'
        Description :  解析torrent文件
        
    """

    from datetime import datetime


    class BDecode(object):
        def __init__(self, arr):
            self.arr = arr
            self.n = len(arr)
            self.i = 0

        def parse(self):
            return self.dic()

        def peek(self):
            next = None
            if self.i < self.n:
                next = self.arr[self.i]
            return chr(next)

        def next(self):
            next = None
            if self.i < self.n:
                next = self.arr[self.i]
                self.i += 1
            return chr(next)

        def num(self):
            num_str = ""
            peek = self.peek()

            if peek is None:
                raise Exception("malformed num.")

            if peek == '-' and self.peek(1) in '123456789':
                self.next()  # ignore '-'
                while self.peek() in "0123456789":
                    num_str += self.next()
                if num_str[0] in '0' and len(num_str) > 1:
                    raise Exception("error : 0 starts with num")
                return -int(num_str)
            elif peek in '0123456789':
                while self.peek() in "0123456789":
                    num_str += self.next()
                if num_str[0] in '0' and len(num_str) > 1:
                    raise Exception("error : 0 starts with num")
                return int(num_str)
            else:
                raise Exception("malformed num.")

        def string(self, pieces=False):
            length = self.num()
            if self.next() != ':':
                raise Exception("String must contain colon")
            s = self.arr[self.i:(self.i + length)]
            self.i += length

            if not pieces:
                return s.decode("utf8")
            else:
                # pieces maps to a string whose length is a multiple of 20.
                # It is to be subdivided into strings of length 20,
                # each of which is the SHA1 hash of the piece at the corresponding index.
                result = []
                for j in range(0, length, 20):
                    hash = s[j:j + 20]
                    result.append(hash.hex().lower())
                return result

        def integer(self, timestamp=False):
            if self.next() != "i":
                raise Exception("Integer must begin with i")
            val = self.num()

            if timestamp:
                val = datetime.fromtimestamp(val).__str__()

            if self.next() != "e":
                raise Exception("Integer must end with e")
            return val

        def element(self, pieces=False, timestamp=False):
            peek = self.peek()
            if peek == 'i':
                return self.integer(timestamp)
            elif peek == "l":
                return self.list()
            elif peek == 'd':
                return self.dic()
            elif peek in "0123456789":
                return self.string(pieces)
            else:
                raise Exception("not recognize.")

        def list(self):
            if self.next() != "l":
                raise Exception("list must begin with l")
            result = []
            while self.peek() != 'e':
                result.append(self.element())
            self.next()
            return result

        def dic(self):
            if self.next() != 'd':
                raise Exception("dic must begin with d")
            result = dict()

            while self.peek() != "e":
                key = self.string()
                val = None
                if key == "pieces":
                    val = self.element(pieces=True)
                elif key == 'creation date':
                    val = self.element(timestamp=True)
                else:
                    info_start = None
                    info_end = None
                    if key == 'info':
                        info_start = self.i
                    val = self.element()
                    if key == 'info':
                        info_end = self.i
                        result['info_hash'] = self.sha1(self.arr[info_start:info_end])
                result[key] = val

            self.next()
            return result

        def sha1(self, info):
            import hashlib
            p = hashlib.sha1()
            p.update(info)
            return p.hexdigest()


    def get_content():
        path = "/Users/ym/tmp/venom.torrent"
        with open(path, "rb") as f:
            return f.read()


    def main():
        content = get_content()
        result = BDecode(content).parse()
        import pprint
        pprint.pprint(result)

    if __name__ == '__main__':
        main()
    + +

    运行结果

    用最近的毒液电影的种子进行解析，打印如下， +其中announce-list就是tracker列表。

    +
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    /usr/local/bin/python3.7 /Users/ym/charm/pytest/ym/bt/parse_torrent.py
    {'announce': 'http://tracker.trackerfix.com:80/announce',
     'announce-list': [['http://tracker.trackerfix.com:80/announce'],
                       ['udp://9.rarbg.me:2710/announce'],
                       ['udp://9.rarbg.to:2710/announce']],
     'comment': 'Torrent downloaded from https://rarbg.to',
     'created by': 'mktorrent 1.0',
     'creation date': '2018-11-28 16:04:22',
     'info': {'files': [{'length': 100074, 'path': ['English.srt']},
                        {'length': 31, 'path': ['RARBG.txt']},
                        {'length': 4431023676,
                         'path': ['Venom.2018.720p.WEBRip.x264.AAC2.0-SHITBOX.mp4']}],
              'name': 'Venom.2018.720p.WEBRip.x264.AAC2.0-SHITBOX',
              'piece length': 1048576,
              'pieces': ['a958677e48a77aff63574c885d7fd70915159034',
                         '0c713356b63454a914452cdcc76a8470fb4bc419',
                         ...
                         ...
                         ...
                         'b926b048253bc506cb3f4e52acab9df6b93cf614',
                         '610f8485ab8c56f53f594e09730a34e8529e13b4']},
     'info_hash': '33297ac9c46f071506711f12814a3dd8ed8b73ed'}

    Process finished with exit code 0

    + + +
    + +
    +
    +
    + + +
    + + + #bitTorrent + + #protocol + + #p2p + +
    + +
    + + + + + +
    +
    +
    BitTorrent协议（一）之解析种子文件
    +
    https://threelambda.com/2019/01/09/2019-1-9-bt-1/
    +
    +
    + +
    +
    作者
    +
    Ming Yang
    +
    + + +
    +
    发布于
    +
    2019年1月9日
    +
    + + + +
    +
    许可协议
    +
    + + + + + + + + + + +
    +
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    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/zh-hans/2019/01/10/2019-1-10-bt-2/index.html b/zh-hans/2019/01/10/2019-1-10-bt-2/index.html new file mode 100644 index 00000000..23b47da3 --- /dev/null +++ b/zh-hans/2019/01/10/2019-1-10-bt-2/index.html @@ -0,0 +1,717 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + BitTorrent协议（二）之获取下载源 - CodeCraft + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + + +
    + + + + + + +
    + +
    + +
    + + + +
    +
    +
    + + +
    + +
    +
    +
    +
    +

    BitTorrent协议（二）之获取下载源

    + + +
    + +

    如何获取下载源

    作为一个downloader开始下载资源首先要向tracker宣布自己的存在，同时获得其他downloader的地址。 +这里的downloader我们统一称为对等节点（peer），因此接下来要做的事情就是与tracker通信，获取peers。

    + + + +

    获取下载源的协议

    有两种方法，

    +
      +
    • 方法一：基于HTTP的GET请求
      • +
    +

    官网文档 BEP3 中的trackers章节告诉我们可以使用HTTP /GET +来得到peer的信息。也就是发送一个GET请求。

    +
      +
    • 方法二：基于UDP的tracker协议
      • +
    +

    再对照如下tracker列表就可以明白了。

    +
    1
    2
    3
    4
    5
    http://tracker.trackerfix.com:80/announce  # 方法一

    udp://9.rarbg.me:2710/announce  # 方法二
     
    udp://9.rarbg.to:2710/announce # 方法二
    + +

    方法一看起来是更简单的方法，但是在GFW保护下，这些采用方法一的服务端口都无法访问。因此只能尝试方法二。

    +

    基于UDP的Tracker协议

    UDP协议本来也是一种更好的选择，因为传输的字节更少。官网文档UDP Tracker Protocol for BitTorrent +详细说明了原因。

    +
    +

    Using HTTP introduces significant overhead. There’s overhead at the ethernet layer (14 bytes per packet), at the IP layer (20 bytes per packet), at the TCP layer (20 bytes per packet) and at the HTTP layer. About 10 packets are used for a request plus response containing 50 peers and the total number of bytes used is about 1206 [1]. This overhead can be reduced significantly by using a UDP based protocol. The protocol proposed here uses 4 packets and about 618 bytes, reducing traffic by 50%. For a client, saving 1 kbyte every hour isn’t significant, but for a tracker serving a million peers, reducing traffic by 50% matters a lot. An additional advantage is that a UDP based binary protocol doesn’t require a complex parser and no connection handling, reducing the complexity of tracker code and increasing it’s performance.

    +
    +

    简单来说就是方法一基于TCP的，每个基于TCP的请求的头部自然要比基于UDP的请求大。

    +

    UDP协议包含三个过程，

    +
      +
    • CONNECT
      • +
    • ANNOUNCE
      • +
    • SCRAPE
      • +
    +

    我们关心的是发布（ANNOUNCE），接下来重点看如何实现。

    +

    实现发布

    两个步骤，

    +
      +
    • CONNECT，获取connection_id
      • +
    • ANNOUNCE，拿着connection_id和info_hash等参数再请求。
      • +
    +

    参考了Bittorrent udp-tracker protocol extension +因为对入参和返回参数说明的更详细一些。用的tracker是一个热门的磁力链接。

    +
    ip = 'exodus.desync.com'  # get from tracker list
+port = 6969  # get from tracker list
+
    +

    而info_hash是用uTorrent软件打开该磁力链接后获得的。

    +
    1aa4c13830b822c1375686d685a9fce23405f6ba
+
    +

    以下是代码实现。uTorrent软件打开磁力链接会拿到tracker列表。

    +

    announce的重要参数说明

    +
      +
    1. num_want : -1 # 希望获得的peer个数，则是默认的peer个数
      2. +
    2. ip : 0 # 当前发送udp包的地址
      3. +
    3. port : 监听的公网端口
      4. +
    +

    一旦发布完成，该监听的端口会收到DHT协议的请求，例如FIND_NODE

    +
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    # -*- coding: utf-8 -*-

    __author__ = 'ym'
    """
        Date        : '2019/1/8'
        Description :  udp tracker protocol
        
    """
    import socket
    import struct


    def ip_me():
        import psutil
        import socket

        def get_ip_addresses(family):
            for interface, snics in psutil.net_if_addrs().items():
                for snic in snics:
                    if snic.family == family:
                        yield (interface, snic.address)

        addrs = list(get_ip_addresses(socket.AF_INET))
        for tup in addrs:
            if tup[0] == 'en0':
                return tup[1]


    SOURCE_IP = ip_me()
    SOURCE_PORT = 59876


    def to_byte(integer, length=4):
        return integer.to_bytes(length, byteorder='big')


    def udp_send(ip, port, data):
        sock = socket.socket(socket.AF_INET, socket.SOCK_DGRAM)  # UDP
        sock.bind((SOURCE_IP, SOURCE_PORT))
        sock.sendto(data, (ip, port))


    def udp_recv(ip, port):
        sock = socket.socket(socket.AF_INET, socket.SOCK_DGRAM)  # UDP
        sock.bind((ip, port))
        while True:
            data, addr = sock.recvfrom(2048)
            print("received message:", data)
            return data


    class UdpAnnouceRequest(object):
        def __init__(self):
            self.connection_id = None
            self.action = None
            self.transaction_id = None
            self.info_hash = None
            self.peer_id = None
            self.downloaded = None
            self.left = None
            self.uploaded = None
            self.event = 0
            self.ip = None
            self.key = None
            self.num_want = -1
            self.port = None
            self.extensions = None

        def get_bytes(self):
            result = to_byte(self.connection_id, 8)
            result += to_byte(self.action)
            result += to_byte(self.transaction_id)
            result += self.info_hash
            result += self.peer_id
            result += to_byte(self.downloaded, 8)
            result += to_byte(self.left, 8)
            result += to_byte(self.uploaded, 8)
            result += to_byte(self.event)
            result += to_byte(self.ip)
            result += to_byte(self.key)
            result += struct.pack(">i", self.num_want)
            result += to_byte(self.port, 2)
            return result


    def udp_announcing(request: UdpAnnouceRequest, dst_ip, dst_port):
        data = request.get_bytes()
        udp_send(dst_ip, dst_port, data)


    def connect(tracker_ip, tracker_port):
        protocol_id = 0x41727101980  # magic number
        action = 0  # connect
        transaction_id = 123  # random

        data = struct.pack(">Qii", protocol_id, action, transaction_id)
        udp_send(tracker_ip, tracker_port, data)

        reply = udp_recv(SOURCE_IP, SOURCE_PORT)
        action, transaction_id, connection_id = struct.unpack(">iiQ", reply)
        fmt = "connect reply:\n\taction:{}, transaction_id:{}, connection_id:{}"
        print(fmt.format(action, transaction_id, connection_id))
        return connection_id


    def announce(connection_id, dst_ip, dst_port):
        request = UdpAnnouceRequest()
        request.connection_id = connection_id
        request.action = 1
        request.transaction_id = 1234  # random
        request.info_hash = bytearray.fromhex('1aa4c13830b822c1375686d685a9fce23405f6ba')  # compute from meta_info
        request.peer_id = bytearray.fromhex('ab' * 20)  # random
        request.downloaded = 0
        request.left = 1509949440  # from meta_info
        request.uploaded = 0
        request.ip = 0  # default
        request.key = 314
        request.port = 59601  #
        # print(request)
        udp_announcing(request, dst_ip, dst_port)
        return udp_recv(SOURCE_IP, SOURCE_PORT)


    def udp_process():
        ip = 'exodus.desync.com'  # get from tracker list
        port = 6969  # get from tracker list
        connection_id = connect(ip, port)
        reply = announce(connection_id, ip, port)
        action, transaction_id, interval, leechers, seeders = struct.unpack(">iiiii", reply[0:20])
        fmt = "announce_reply:\n\taction:{}, transaction_id:{}, interval:{}s, leechers:{}, seeders:{}"
        print(fmt.format(action, transaction_id, interval, leechers, seeders))
        peers = []
        for i in range(20, len(reply), 6):
            if i + 6 <= len(reply):
                data = reply[i:i + 6]
                n1, n2, n3, n4, peer_port = struct.unpack(">BBBBH", data)
                peer_ip = "{}.{}.{}.{}".format(n1, n2, n3, n4)
                peers.append((peer_ip, peer_port))
        print("get {} peers:{}".format(len(peers), peers))


    if __name__ == '__main__':
        udp_process()
    + +

    运行结果

    运行日志如下，可以看到拿到了200个peers的ipv4地址和端口。

    +
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    10
    /usr/local/bin/python3.7 /Users/ym/charm/pytest/ym/bt/udp_announce.py
    received message: b'\x00\x00\x00\x00\x00\x00\x00{\xd89\xa8\x9dv\xd3=]'
    connect reply:
    	action:0, transaction_id:123, connection_id:15580669780121828701
    received message: b'\x00\x00\x00\x01\x00\x00\x04\xd2\x00\x00\x07_\x00\x00\x00%\x00\x00\x01qi\xe8\xff\xd8XWl\x18-F\xbcd\x9e\xae}\xea\xaa[\xd41S\'\xcb\x0eb\x14\x8f\xcfbcg\xcd\xaf9\xe0\x1f-\xf7*\xa6\xa2\x86)P\xadl\xbc\xbf)\xb6{\xc4w\xaa)\xcd\xf0@cF--;M\xa6Wp\xce\xc7\xff\xfc\xcf\xbb\x9e\x18\x9c\xec\x96\xc4\xcf\x83PS\x06_\xb4zmc\xd3\x82i\xef\x0b\xeb\xd0\xaf ~d\xf3\x8c\xde\x9b?\xfc\xdb!1\x93W\x0b\xc3I\xad\xf4,)\xf0\x1c\xc5\xe0\x98\x80\xbbZ\xb4^UA#\'|\x95\x7fd\xc77p\xc8Z\xadN\xb5p\xc7K\xbc\xd31i\x9c\xe0\x7f0\xaeV\x02\xc2\xe3G.R\x92\xfc\x15\xc8\x05R\x18\x18I\x943H3~\r\xd3\x89=\x06\xe6\xbb86-y\xd1\xa6\xca\xcb)\xd7\r\x8aLo)\xcb\xda\x8e;K)Z<\x9c\xb0\x87);Q\xd0\xb2\x8b\x18\xa5\xc2T\xb8\xd7\x05\x90;\x83\xf1^\xca\x8eeB\xa1a\xb9\xe8\x15z\x83\xde\x93\n\xba\x91+\x9em\xb1\x9b\xd0V\x82Y\xf2\xb5\xad\xc7\rV\x06\xf8^k\x14R\x8eP\xb1\xfb\x15Rf\x1eV\xd0\x05R-\xd9\xf5\xc2"@\x86\xf0K\x00\x00@B\xdeFa*\x1f;\x02<\xa2\xa7\x18l\xed\xfa\xd2\xf4\x05k#\x81\xe8\xa5\x01\xban\x82\xcd\t\xd57\xb8\x8eQ\xdd\xd4\x1b\x13\xfalh\xd0\x83\xa5J\xa9\xb5\xce\xe7x:\xb8\xe1\xc9\xab\xc6\xf9\xa3:\xc5\xed\xc5\xe4\xd2c\xb6\xb9\x1cL\xc0\x19\x8b<\xbfn\x9a\xc2\x80\xcc\xf3\xc3?\xefn\x8dg\xa5=\x0cm\xb1^\xfcU\xf3[}\xdd\x90\x82yS\xe9o\xf3\xf0R@w\xc0\xf4\'\xae\xd0SR\xcc\xde@\xc5\xf8\xdb\x9e\x8a\x0f\xb3\x08_\x90\xb4\xc1\xa9=\xda$\x1a\xe1n\xe8V\r\xe5\xe1b\x8cr{1\xc3^\x05\xe8bR\x00Sn\xe5\x7fe\xe5G4V5I \x1bjQ\x9a\x80\x7f\xce\xe7y\xd5\xde]\xbc\x81D\xbd\xbf\xf1\xb8K\xdfZ\x8d\xe5\xa9=\xda#\x1a\xe1sE\xbb\xb8\xd4Oi\xa7\x10V\xe9\xffgG\x10\xf3\x8f\xde^\xea#S+%\\\xeeN_\xba\xbd3\x07g\xaf\xdb\xb3)\xa1:#\xe0G%\x98\xce\x84}\xe2\xd8ch\xeaN\xb2\xbe\xabp\xe3\xd2?\xb7\r\xcd\x9d\xf3\x8c\xa8\x01\x18I\xabH\x90\x84,A\x9a\x02}\xd1\\\xdd\x94bp\x8d:\xa7e:p\n\x17\x93\xb0\xb9h\x05\xa9)b\xdc\\\xed\x0f;]\x9dX\x10\x96\x98u\x92R\x18\x8a+\xc2LR\x0cH\xa7z\x06>\x96OI2\x9f.\xb6\xbax9\xee)\xbaS\x8b\x9b\x81)\x8b\xfa&m,)P\xe4\x95\xc8s%\x8e\x03+>\x1e\xc5\xf8\x92\xba\xb9\xca\xc4\xca\xa9\xba\xd3(\xc3Yxr\x07_\xbe:\x08\x08\xc8\x9c\xb2P\x14X\x7f\xcf\x9aIWU\xc6G\x80j\xa0\x9dRSx\xf4n\x07w\xe4m\xbe\xd4`\xc8\xd5g\xf4\xf2}\xe1\x01g5I%\xc1\xa1\\c@\x89\x99\x9bVSE\x95\xfb\xdeV\x12\xe0F\'gR\x17n\x90\x91\xf4O\xb7c\xa6\xd1\xfcOC9\xf0s\xee+\xf6\xc8u\xe1\xed+\xf1\x91DGD)Zo\x9e\xf3y\x18\xcb\x97\x9e=\'\xc4\xca\xa9\xba\xcbO\xa5\xe7(\x0e8\xc1\xa2\xf6k\x92\x14\x82q\x14b.\xe7oi\xe8X\x86\xe2\xbagF\xcc\xc2\xed\x83`+\xbdk\x99\xdfR\x07u\xa2\xbf\x8cBW\xcfc\x00\x00?\x8f\xecq\x00\x00)\xd2\n\xe3\xe9\xca\x1f-g\x8a\xe5y\xde\xb8\xe8\xad\xab\xc4\xd8\x97\xb8\x9f\xd0d\xd0g\xe9\xa2\xdb\xbd\xc4\xd1\xe9\xa4\x86\xc2\xc4\xcf\xb83\xe2\xaa\xc3\x93\xb5\xbe&\xfb\x9c\xde.\xdc\xd2\x14\x9aF9B\xa4{p\xcd\x9d\xf6\xe0\xcai\xb8\x99u\xf0+g{$\xb5\xb3LZ\xdbs\xab\x99~Qd\xff\xdf\xe8\xefP\'\x86\xc9:\x8aMD\xf3F\x88\xb8H\xe5%G\x84M1\x92\r~\xe9\x13)OB\xe1Vi\xdd\xcb\x16\xf53\xb3\xba\x96\x86\xaf\xba:\xb2\xa6!$\x7f\xdd|k\xc0+\x8a}{\xf5\x14\x8eAVy68&K\xb1tZ`\nY\xb8l\x04\xd7\xfb\x84\xb3h\xcfSb*\x93`\x17\xb5[\xebGV\x89\x15S\x91\xd1KA\xd7\xc4\xa3o?\xf5:\x9b\x83\x1d.\xd1,c\x05\x16\xb6\xba\xfd\xab97\xb2\x9d\xf9>g\xeb\x82i\xa4{G\xb7i\xe8V1\x91\xafg\xfc\xca\x96\xaf\x16g\x04\xf8\x8a\xda!_^\x9d\xaf\xd2-^\xaf\x94\x0c\xbc\x0f^L\x0f,\xc3\x00Y\xedbW\xf5\x84WFe\xc7\xaeAV\x19|\x9e\xb0\xcfH\xe6\xda\x88<\xdcFA\xe3\x15q\x08)\x8b\xf3:L\x1b)<\xe9\xf5\xaa[\x1f\xd7\x0e\x08Z\xb2\x01\t\x87,R\xd9\xcb\xd4\x9bSx"\xca\x8e[f`N\xc5\xed\x81\x96b\xdc\xc5\xe8\x1av#\'\xc5\xe8\x13n\xdbn\xc4\xf9g\xc4:\x15\xbbp|\xa6#\'\xb7W\xa9\x9b@5u\xc2\xdcQd\xef'
    announce_reply:
    	action:1, transaction_id:1234, interval:1887s, leechers:37, seeders:369
    get 200 peers:[('105.232.255.216', 22615), ('108.24.45.70', 48228), ('158.174.125.234', 43611), ('212.49.83.39', 51982), ('98.20.143.207', 25187), ('103.205.175.57', 57375), ('45.247.42.166', 41606), ('41.80.173.108', 48319), ('41.182.123.196', 30634), ('41.205.240.64', 25414), ('45.45.59.77', 42583), ('112.206.199.255', 64719), ('187.158.24.156', 60566), ('196.207.131.80', 21254), ('95.180.122.109', 25555), ('130.105.239.11', 60368), ('175.32.126.100', 62348), ('222.155.63.252', 56097), ('49.147.87.11', 49993), ('173.244.44.41', 61468), ('197.224.152.128', 47962), ('180.94.85.65', 8999), ('124.149.127.100', 50999), ('112.200.90.173', 20149), ('112.199.75.188', 54065), ('105.156.224.127', 12462), ('86.2.194.227', 18222), ('82.146.252.21', 51205), ('82.24.24.73', 37939), ('72.51.126.13', 54153), ('61.6.230.187', 14390), ('45.121.209.166', 51915), ('41.215.13.138', 19567), ('41.203.218.142', 15179), ('41.90.60.156', 45191), ('41.59.81.208', 45707), ('24.165.194.84', 47319), ('5.144.59.131', 61790), ('202.142.101.66', 41313), ('185.232.21.122', 33758), ('147.10.186.145', 11166), ('109.177.155.208', 22146), ('89.242.181.173', 50957), ('86.6.248.94', 27412), ('82.142.80.177', 64277), ('82.102.30.86', 53253), ('82.45.217.245', 49698), ('64.134.240.75', 0), ('64.66.222.70', 24874), ('31.59.2.60', 41639), ('24.108.237.250', 54004), ('5.107.35.129', 59557), ('1.186.110.130', 52489), ('213.55.184.142', 20957), ('212.27.19.250', 27752), ('208.131.165.74', 43445), ('206.231.120.58', 47329), ('201.171.198.249', 41786), ('197.237.197.228', 53859), ('182.185.28.76', 49177), ('139.60.191.110', 39618), ('128.204.243.195', 16367), ('110.141.103.165', 15628), ('109.177.94.252', 22003), ('91.125.221.144', 33401), ('83.233.111.243', 61522), ('64.119.192.244', 10158), ('208.83.82.204', 56896), ('197.248.219.158', 35343), ('179.8.95.144', 46273), ('169.61.218.36', 6881), ('110.232.86.13', 58849), ('98.140.114.123', 12739), ('94.5.232.98', 20992), ('83.110.229.127', 26085), ('71.52.86.53', 18720), ('27.106.81.154', 32895), ('206.231.121.213', 56925), ('188.129.68.189', 49137), ('184.75.223.90', 36325), ('169.61.218.35', 6881), ('115.69.187.184', 54351), ('105.167.16.86', 59903), ('103.71.16.243', 36830), ('94.234.35.83', 11045), ('92.238.78.95', 47805), ('51.7.103.175', 56243), ('41.161.58.35', 57415), ('37.152.206.132', 32226), ('216.99.104.234', 20146), ('190.171.112.227', 53823), ('183.13.205.157', 62348), ('168.1.24.73', 43848), ('144.132.44.65', 39426), ('125.209.92.221', 37986), ('112.141.58.167', 25914), ('112.10.23.147', 45241), ('104.5.169.41', 25308), ('92.237.15.59', 23965), ('88.16.150.152', 30098), ('82.24.138.43', 49740), ('82.12.72.167', 31238), ('62.150.79.73', 12959), ('46.182.186.120', 14830), ('41.186.83.139', 39809), ('41.139.250.38', 27948), ('41.80.228.149', 51315), ('37.142.3.43', 15902), ('197.248.146.186', 47562), ('196.202.169.186', 54056), ('195.89.120.114', 1887), ('190.58.8.8', 51356), ('178.80.20.88', 32719), ('154.73.87.85', 50759), ('128.106.160.157', 21075), ('120.244.110.7', 30692), ('109.190.212.96', 51413), ('103.244.242.125', 57601), ('103.53.73.37', 49569), ('92.99.64.137', 39323), ('86.83.69.149', 64478), ('86.18.224.70', 10087), ('82.23.110.144', 37364), ('79.183.99.166', 53756), ('79.67.57.240', 29678), ('43.246.200.117', 57837), ('43.241.145.68', 18244), ('41.90.111.158', 62329), ('24.203.151.158', 15655), ('196.202.169.186', 52047), ('165.231.40.14', 14529), ('162.246.107.146', 5250), ('113.20.98.46', 59247), ('105.232.88.134', 58042), ('103.70.204.194', 60803), ('96.43.189.107', 39391), ('82.7.117.162', 49036), ('66.87.207.99', 0), ('63.143.236.113', 0), ('41.210.10.227', 59850), ('31.45.103.138', 58745), ('222.184.232.173', 43972), ('216.151.184.159', 53348), ('208.103.233.162', 56253), ('196.209.233.164', 34498), ('196.207.184.51', 58026), ('195.147.181.190', 9979), ('156.222.46.220', 53780), ('154.70.57.66', 42107), ('112.205.157.246', 57546), ('105.184.153.117', 61483), ('103.123.36.181', 45900), ('90.219.115.171', 39294), ('81.100.255.223', 59631), ('80.39.134.201', 14986), ('77.68.243.70', 35000), ('72.229.37.71', 33869), ('49.146.13.126', 59667), ('41.79.66.225', 22121), ('221.203.22.245', 13235), ('186.150.134.175', 47674), ('178.166.33.36', 32733), ('124.107.192.43', 35453), ('123.245.20.142', 16726), ('121.54.56.38', 19377), ('116.90.96.10', 22968), ('108.4.215.251', 33971), ('104.207.83.98', 10899), ('96.23.181.91', 60231), ('86.137.21.83', 37329), ('75.65.215.196', 41839), ('63.245.58.155', 33565), ('46.209.44.99', 1302), ('182.186.253.171', 14647), ('178.157.249.62', 26603), ('130.105.164.123', 18359), ('105.232.86.49', 37295), ('103.252.202.150', 44822), ('103.4.248.138', 55841), ('95.94.157.175', 53805), ('94.175.148.12', 48143), ('94.76.15.44', 49920), ('89.237.98.87', 62852), ('87.70.101.199', 44609), ('86.25.124.158', 45263), ('72.230.218.136', 15580), ('70.65.227.21', 28936), ('41.139.243.58', 19483), ('41.60.233.245', 43611), ('31.215.14.8', 23218), ('1.9.135.44', 21209), ('203.212.155.83', 30754), ('202.142.91.102', 24654), ('197.237.129.150', 25308), ('197.232.26.118', 8999), ('197.232.19.110', 56174), ('196.249.103.196', 14869), ('187.112.124.166', 8999), ('183.87.169.155', 16437), ('117.194.220.81', 25839)]

    Process finished with exit code 0
    + + +
    + +
    +
    +
    + + +
    + + + #bitTorrent + + #protocol + + #p2p + +
    + +
    + + + + + +
    +
    +
    BitTorrent协议（二）之获取下载源
    +
    https://threelambda.com/2019/01/10/2019-1-10-bt-2/
    +
    +
    + +
    +
    作者
    +
    Ming Yang
    +
    + + +
    +
    发布于
    +
    2019年1月10日
    +
    + + + +
    +
    许可协议
    +
    + + + + + + + + + + +
    +
    + +
    +
    +
    + + + + +
    + + +
    + +
    + + +
    +
    +
    +
    + +
    + + + + +
    +
    +
    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/zh-hans/2019/01/21/2019-1-21-bt-3/index.html b/zh-hans/2019/01/21/2019-1-21-bt-3/index.html new file mode 100644 index 00000000..e2a958b3 --- /dev/null +++ b/zh-hans/2019/01/21/2019-1-21-bt-3/index.html @@ -0,0 +1,802 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + BitTorrent协议（三）之磁力链接获取元数据 - CodeCraft + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + + +
    + + + + + + +
    + +
    + +
    + + + +
    +
    +
    + + +
    + +
    +
    +
    +
    +

    BitTorrent协议（三）之磁力链接获取元数据

    + + +
    + +

    磁力链接的含义

    如果把tracker给封了，那么就无法下载torrent。于是磁力链接为了解决这个问题而出现了。

    + + +

    以下是一个典型的磁力链接。只含有一个INFO_HASH。就是那个20个byte的Hex表示字符串。

    +
    1
    magnet:?xt=urn:btih:E84213A794F3CCD890382A54A64CA68B7E925433
    + +

    INFO_HASH我们知道就是种子文件中，info的sha1值。于是我们就根据这个hash值，去询问peers， +通过扩展协议来获取这部分重要的info数据，这部分数据就是metadata。

    +

    metadata就是torrent的B编码中，info对应的数据。

    +
    1
    2
    3
    4
    5
    6
    7
    8
    9
    10
    11
    12
    13
    'info': {'files': [{'length': 100074, 'path': ['English.srt']},
                        {'length': 31, 'path': ['RARBG.txt']},
                        {'length': 4431023676,
                         'path': ['Venom.2018.720p.WEBRip.x264.AAC2.0-SHITBOX.mp4']}],
              'name': 'Venom.2018.720p.WEBRip.x264.AAC2.0-SHITBOX',
              'piece length': 1048576,
              'pieces': ['a958677e48a77aff63574c885d7fd70915159034',
                         '0c713356b63454a914452cdcc76a8470fb4bc419',
                         ...
                         ...
                         ...
                         'b926b048253bc506cb3f4e52acab9df6b93cf614',
                         '610f8485ab8c56f53f594e09730a34e8529e13b4']},
    + +

    因此，如果我们能够获取到metadata，就能够直接从peers下载数据了。

    +

    获取metadata的详细过程

    BEP3的Peer Wire Protocol章节，BEP10，以及BEP9讲述了如何从Peers获取metadata。

    +

    客户端与一个Peer建立tcp连接，然后开始进行对话。

    +
      +
    1. (发送) 首先 客户端 发送一个68字节的 握手请求，该握手请求表示使用扩展协议。 +这个握手请求里，包含了info_hash值。
      2. +
    +
    1
    handshake=b'\x13BitTorrent protocol\x00\x00\x00\x00\x00\x10\x00\x01\xe8B\x13\xa7\x94\xf3\xcc\xd8\x908*T\xa6L\xa6\x8b~\x92T3ym111111111111111111'
    + +
      +
    1. (接收) 然后，客户端 接收一个68字节的 握手应答。
      2. +
    +
    1
    recv=b"\x13BitTorrent protocol\x00\x00\x00\x00\x00\x10\x00\x05\xe8B\x13\xa7\x94\xf3\xcc\xd8\x908*T\xa6L\xa6\x8b~\x92T3-UM1870-\x14\xab\x8b'\x1f\xb4^\xfe\x9a\xe8V\n"
    + +

    解码之后，如下。

    +
    1
    Handshake(fixed_num=19, bt_head=b'BitTorrent protocol', reserved=b'\x00\x00\x00\x00\x00\x10\x00\x05', info_hash=b'\xe8B\x13\xa7\x94\xf3\xcc\xd8\x908*T\xa6L\xa6\x8b~\x92T3', peer_id=b"-UM1870-\x14\xab\x8b'\x1f\xb4^\xfe\x9a\xe8V\n")
    + +
      +
    1. (发送) 客户端发送一个 扩展协议的握手消息。其中 ‘\x00\x00\x00\x1a’是消息体 ‘\x14\x00d1:md11:ut_metadatai1eee’ +的长度。’\x14’表示扩展协议id=20， ‘\x00’表示握手消息。’d1:md11:ut_metadatai1ee’表示{ut_metadata:1}，这个值 +可以任意选择，也可以是2。总之我们根据自己定义的值解析。
      2. +
    +
    1
    ext_handshake=b'\x00\x00\x00\x1a\x14\x00d1:md11:ut_metadatai1eee'
    + +
      +
    1. (接收) 客户端就收一个 扩展协议的握手消息。头四个字节是消息体的长度。第五个字节是’\x14’,第六个字节是’\00x’. +剩余的字节可以解码为一个字典。其中 ut_metadata:2 ，而metadata_size为74620
      2. +
    +
    1
    dic={'e': 0, 'ipv4': '{pG˜', 'complete_ago': 0, 'm': {'upload_only': 3, 'ut_holepunch': 4, 'ut_metadata': 2, 'ut_pex': 1, 'ut_recommend': 5, 'ut_comment': 6}, 'metadata_size': 74620, 'p': 40959, 'reqq': 255, 'v': 'µTorrent Mac 1.8.7', 'yourip': 'À¨+R'}
    + +
      +
    1. (发送)客户端发送 metadata的请求消息。 +头四个字节’\x00\x00\x00\x1b’表示消息体的长度；’\x14’表示扩展协议id，=20；而’\x02’表示扩展消息id，ut_metadata对应的2； +‘d8:msg_typei0e5:piecei0ee’是一个B编码，表示请求metadata第一个piece。
      2. +
    +
    1
    ext_data=b'\x00\x00\x00\x1b\x14\x02d8:msg_typei0e5:piecei0ee'
    + +
      +
    1. (接收)客户端接收 到一系列消息。
      2. +
    +

    所有消息的结构都是 ，但是我们只关心msg_id为20的消息。也即是扩展协议部分。 +其他的进行忽略(但是这部分msg_id是4和5的消息是有意义的，只是对获取metadata没有用处)。

    +

    直到接收到头部为 ‘\x14\x01’的消息。接着是一个字典是

    +
    1
    'd8:msg_typei1e5:piecei0e10:total_sizei74620ee'
    + +

    后边是metadata的数据。

    +
    1
    'd6:lengthi1953349632e4:name32:ubuntu-18.04.1-desktop-amd64.iso12:piece lengthi524288e...'
    + +

    这部分的数据的长度是 16KiB = 16384 byte。如果这部分的数据长度小于16KiB，则说明是metadata的最后一个片。

    +

    然后把多个片进行拼接，然后求sha1的hash值，与info hash进行比较。如果一样则说明成功获取到了metadata

    +

    代码验证

    验证的方法就是打开uTorrent软件，然后打开一个磁力链接。当磁力链接获取到metadata之后，我们就可以对该软件 +的打开的peer端口进行测试。

    +

    例如，通过查看端口

    +
    1
    2
    3
    4
    5
    6
    uTorrent   9281             ym    6u  IPv4 0xcd2fefb400ca5d03      0t0    UDP 127.0.0.1:62517
    uTorrent   9281             ym    8u  IPv4 0xcd2fefb4134a4333      0t0    TCP *:40959 (LISTEN)
    uTorrent   9281             ym    9u  IPv6 0xcd2fefb40ecafc33      0t0    TCP *:40959 (LISTEN)
    uTorrent   9281             ym   10u  IPv4 0xcd2fefb41196a633      0t0    TCP 127.0.0.1:10000 (LISTEN)
    uTorrent   9281             ym   12u  IPv4 0xcd2fefb400caa923      0t0    UDP *:40959
    uTorrent   9281             ym   13u  IPv6 0xcd2fefb400ca7aeb      0t0    UDP *:40959
    + +

    可以看到端口号。因此我们就可以把 ‘本地ip ：40959’ 作为 peer 进行 metadata获取。以下为代码。

    +
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    # -*- coding: utf-8 -*-

    import socket
    import struct
    import traceback
    from collections import namedtuple
    from time import time
    import logging

    log = logging.getLogger()

    Handshake = namedtuple("Handshake", ("fixed_num", "bt_head", "reserved", "info_hash", "peer_id"))
    Block = 16 * 1024  # 16KiB


    def sha1(info):
        import hashlib
        p = hashlib.sha1()
        p.update(info)
        return p.hexdigest()


    def recv(sock: socket.socket, n: int, time_out: int = 1):
        data = b''
        try:
            start = time()
            sock.settimeout(time_out)
            while len(data) < n:
                if time() - start > time_out:
                    raise Exception("time out")
                tmp = sock.recv(n - len(data))
                data += tmp
            return data
        except Exception as e:
            print("already recv:{}".format(data))
            log.exception(e)
            return None


    def sendall(sock: socket.socket, data, time_out: int = 1):
        try:
            sock.settimeout(time_out)
            sock.sendall(data)
            return "ok"
        except Exception as e:
            logging.exception(e)
            return None


    def pack_handshake(info_hash="1aa4c13830b822c1375686d685a9fce23405f6ba"):
        n = 19
        head = b"BitTorrent protocol"
        reserved = b"\x00\x00\x00\x00\x00\x10\x00\x01"
        peer_id = b"ym" + b"1" * 18
        data = struct.pack(">B 19s 8s 20s 20s", n, head, reserved, bytearray.fromhex(info_hash), peer_id)
        return data


    def request_metadata():
        from ym.bt.parse_torrent import BDecode
        from ym.bt.udp_announce import ip_me
        ip, port = ip_me(), 40959
        info_hash = "e84213a794f3ccd890382a54a64ca68b7e925433"  # 'ubuntu-18.04.1-desktop-amd64.iso'
        metadata_size = None
        metadata = None
        try:
            sock = socket.socket(socket.AF_INET, socket.SOCK_STREAM)
            sock.settimeout(1)
            sock.connect((ip, port))
            handshake = pack_handshake(info_hash)
            print("handshake={}".format(handshake))
            sock.sendall(handshake)
            data = recv(sock, 68)
            if data is None:
                return
            print("recv={}".format(data))
            tup = unpack_handshake(data)
            if tup is None:
                return
            print(tup)

            UT_METADATA_ID = 1  # 这里可以自己定义
            dic = {'m': {'ut_metadata': UT_METADATA_ID}}
            ext_handshake = pack_extend(dic, id=20, ext_id=0)  # 扩展协议的握手消息
            sock.sendall(ext_handshake)
            print("sent|ext_handshake={}".format(ext_handshake))

            pieces = []
            piece = 0
            tmp = b''
            while True:
                tmp = recv(sock, 4)
                if tmp is None:
                    raise Exception("recv error")
                msg_len, = struct.unpack(">i", tmp)
                tmp = recv(sock, 1)
                id, = struct.unpack(">B", tmp)
                print("msg_len={}, id={}".format(msg_len, id))

                if id == 20:
                    # extention msg
                    tmp = recv(sock, 1)
                    ext_id, = struct.unpack(">B", tmp)
                    print("ext_id={}".format(ext_id))

                    data = recv(sock, msg_len - 2)
                    print("recv={}".format(data))
                    if ext_id == 0:
                        # extend handshake
                        dic, i, n = BDecode(data).parse()
                        metadata_size = dic['metadata_size']
                        print("i={}, n={}, dic={}".format(i, n, dic))
                        m = {'msg_type': 0, 'piece': piece}
                        ext_data = pack_extend(m)
                        rt = sendall(sock, ext_data)
                        if rt is None:
                            raise Exception("send fail.")
                        print("sent ext_data={}".format(ext_data))
                    elif ext_id == UT_METADATA_ID:
                        # ut_metadata
                        dic, i, n = BDecode(data).parse()
                        print("i={}, n={}, dic={}".format(i, n, dic))
                        piece_len = msg_len - 2 - i
                        print("piece_len={}".format(piece_len))
                        if dic['msg_type'] == 1 :
                            pieces.append(data[i:n])
                        elif dic['msg_type'] == 2:
                            raise Exception("rejected")
                        else:
                            raise Exception("unknown")

                        if piece_len < Block:
                            print("recv end")
                            break
                        else:
                            # request next piece
                            piece += 1
                            m = {'msg_type': 0, 'piece': piece}
                            ext_data = pack_extend(m)
                            rt = sendall(sock, ext_data)
                            if rt is None:
                                raise Exception("send fail.")
                            print("sent ext_data={}".format(ext_data))

                else:
                    recv(sock, msg_len - 1)

            metadata = b''.join(pieces)
            if metadata_size != len(metadata):
                raise Exception("metadata size error")

            if sha1(metadata) != info_hash:
                raise Exception("info hash error")

            print("info_hash={}, metadata_size={}, metadata={}".format(info_hash, metadata_size, metadata))
            print(BDecode(metadata).parse()[0])
        except Exception as e:
            log.exception(e)


    def pack_extend(dic, id=20, ext_id=2):
        if isinstance(dic, dict):
            from ym.bt.bencoding import BEncode
            dic = BEncode(dic).encode()
            dic = bytes(dic, encoding="utf8")

        if isinstance(dic, bytes):
            msg_len = len(dic) + 2
            fmt = ">i B B {}s".format(len(dic))
            return struct.pack(fmt, msg_len, id, ext_id, dic)


    def unpack_handshake(data: bytes):
        if data is None or len(data) != 68:
            return None

        try:
            fixed_num, bt_head, reserved, info_hash, peer_id = struct.unpack(">B 19s 8s 20s 20s", data)
            return Handshake(fixed_num, bt_head, reserved, info_hash, peer_id)
        except Exception as e:
            log.exception(e)



    if __name__ == '__main__':
        request_metadata()


    + +

    运行日志

    结尾可以看到，已经获得了ubuntu-18.04.1-desktop-amd64.iso的metadata.

    +
    /usr/local/bin/python3.7 /Users/ym/charm/pytest/ym/bt/peer_protocol.py
+handshake=b'\x13BitTorrent protocol\x00\x00\x00\x00\x00\x10\x00\x01\xe8B\x13\xa7\x94\xf3\xcc\xd8\x908*T\xa6L\xa6\x8b~\x92T3ym111111111111111111'
+recv=b"\x13BitTorrent protocol\x00\x00\x00\x00\x00\x10\x00\x05\xe8B\x13\xa7\x94\xf3\xcc\xd8\x908*T\xa6L\xa6\x8b~\x92T3-UM1870-\x14\xab\x8b'\x1f\xb4^\xfe\x9a\xe8V\n"
+Handshake(fixed_num=19, bt_head=b'BitTorrent protocol', reserved=b'\x00\x00\x00\x00\x00\x10\x00\x05', info_hash=b'\xe8B\x13\xa7\x94\xf3\xcc\xd8\x908*T\xa6L\xa6\x8b~\x92T3', peer_id=b"-UM1870-\x14\xab\x8b'\x1f\xb4^\xfe\x9a\xe8V\n")
+sent|ext_handshake=b'\x00\x00\x00\x1a\x14\x00d1:md11:ut_metadatai1eee'
+msg_len=225, id=20
+ext_id=0
+recv=b'd1:ei0e4:ipv44:{pG\x9812:complete_agoi0e1:md11:upload_onlyi3e12:ut_holepunchi4e11:ut_metadatai2e6:ut_pexi1e12:ut_recommendi5e10:ut_commenti6ee13:metadata_sizei74620e1:pi40959e4:reqqi255e1:v19:\xc2\xb5Torrent Mac 1.8.76:yourip4:\xc0\xa8+Re'
+i=223, n=223, dic={'e': 0, 'ipv4': '{pG˜', 'complete_ago': 0, 'm': {'upload_only': 3, 'ut_holepunch': 4, 'ut_metadata': 2, 'ut_pex': 1, 'ut_recommend': 5, 'ut_comment': 6}, 'metadata_size': 74620, 'p': 40959, 'reqq': 255, 'v': 'µTorrent Mac 1.8.7', 'yourip': 'À¨+R'}
+sent ext_data=b'\x00\x00\x00\x1b\x14\x02d8:msg_typei0e5:piecei0ee'
+msg_len=467, id=5
+msg_len=5, id=4
+msg_len=5, id=4
+msg_len=5, id=4
+msg_len=5, id=4
+msg_len=5, id=4
+msg_len=5, id=4
+msg_len=5, id=4
+msg_len=5, id=4
+msg_len=5, id=4
+msg_len=5, id=4
+msg_len=5, id=4
+msg_len=5, id=4
+msg_len=5, id=4
+msg_len=5, id=4
+msg_len=5, id=4
+msg_len=5, id=4
+msg_len=5, id=4
+msg_len=5, id=4
+msg_len=5, id=4
+msg_len=5, id=4
+msg_len=5, id=4
+msg_len=5, id=4
+msg_len=5, id=4
+msg_len=5, id=4
+msg_len=3, id=9
+msg_len=16431, id=20
+ext_id=1
+recv=b'd8:msg_typei1e5:piecei0e10:total_sizei74620eed6:lengthi1953349632e4:name32:ubuntu-18.04.1-desktop-amd64.iso12:piece lengthi524288e6:pieces74520:\xba \xb5\xa7-0%\xbb\xc7\xab\xb4Xyvc\xbe\x82_RL\x8b\x1b\xd4\xc4X\xbf\x92\xf0\xebU\xb8>\x89\xe3\xd9\xc5l\xbd\xc5$\xb4\x02\xc3\xcc\xa9\x9f\xf7\xad`\xf8\xe8\xe7\x81\xbe\x8c\x8f\xad\xba\x15~)\x88\x91\xd6v\xf7\x85\'\x82\xb8\x05\xb4>fhk\xb6\xad\x12\x07\xd9dd\x1c\x05\xcf\x1ax\xb2P\xc6he\xde)\xb0dsY\x10\xc0\xbe-\xd7\xf1\x1f\xbc\xbb\x14\x07\xe3\xb1\x14n\xbc\xfc\xc3)#Yj\x19\xebR\xf1\xd0\x13\x90W,\x93\xf7\xf4G+\x00T\x0c\xe4\x90\x13\xc8{-m4\x94\xfd\xb2vvl\x95\xdf\xc1\xb9\x17w\xb6\xf1\xc1\x89\n\xdc\x11\x9c\x96r\x80yS\xa5^\xeb\xdau\xe3\xa4\xbf\xcb\x00\xb5\xcex\xe2\rxejk\xa4\xbdp\x16\xd0C\x97\xd7\xe1\x80\x01 \xce.y^\x02\xcc\xbfa\xa4\xb5<\x83j\xb9\xa7\x16\xd8Q\r\xdc\xcaCc \xc6\xcc\x8c\x04\xf4b\x94%c\xbc\xb4Y\x8f_\x02\xb4\xb45\xdb>z\'\xe3=K\xa1\xfa. 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+i=45, n=16429, dic={'msg_type': 1, 'piece': 0, 'total_size': 74620}
+piece_len=16384
+sent ext_data=b'\x00\x00\x00\x1b\x14\x02d8:msg_typei0e5:piecei1ee'
+msg_len=16431, id=20
+ext_id=1
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+i=45, n=16429, dic={'msg_type': 1, 'piece': 1, 'total_size': 74620}
+piece_len=16384
+sent ext_data=b'\x00\x00\x00\x1b\x14\x02d8:msg_typei0e5:piecei2ee'
+msg_len=16431, id=20
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+i=45, n=16429, dic={'msg_type': 1, 'piece': 2, 'total_size': 74620}
+piece_len=16384
+sent ext_data=b'\x00\x00\x00\x1b\x14\x02d8:msg_typei0e5:piecei3ee'
+msg_len=16431, id=20
+ext_id=1
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+i=45, n=16429, dic={'msg_type': 1, 'piece': 3, 'total_size': 74620}
+piece_len=16384
+sent ext_data=b'\x00\x00\x00\x1b\x14\x02d8:msg_typei0e5:piecei4ee'
+msg_len=9131, id=20
+ext_id=1
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+i=45, n=9129, dic={'msg_type': 1, 'piece': 4, 'total_size': 74620}
+piece_len=9084
+recv end
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'89ccb5eaaac632d665ace9fa1c98b7fbfd157cb1', '60ec1c4fa4c00c94d32eec17015024d795d29bc0', '046f1dceafd8e45f6f53ce8c2df006c676d2a30e', '4c11ed43c75d825a06e792ff1950d1024bc761bd', '148a394f3b2ea42cf32e4e1010e1d6fc7894be41', '70b828dd5ff635609fa4231961e86743f050ba00', 'b0c37adc40ad5db60c8d79c847c9f7715daff15b', '88ba0ef9b2a2b5c787cec9e3871bada6a52d2c2c', '7e94eaf963991d8a441fba48872e6fedf8c6fac7', '7ea1d0c224c545559320b51761aced2d7c76c47b', '5d2b3988daedeaa020d77a06d5d96039ce6a8dab', '005c88a8df0e09a2a9fe9979037016b349e25be1', 'be9814a11555ac30ca3219c1a45ca17bfb1a2679', '27dd91680df011f0c1e1687ad680ab48adf9667f', 'd5fbe38d5a56e11d0f90415405d301360257b54c', 'daff04b268c5e484e879b458b907e7f8c5235344', '47022b9783c2dfdb1c349481997b1fea99ef116f', '10c0b97f7e6fc042ce8bb5eb1c4f39d51d6a0dea', 'f67cf10e76d6adc2e6393377a2d724bb975e46ee', '12666db920031320b79ad3c8ba10a73ac68dff7a', '516cb7b485492956e34727b8b46e9a10de648d02', '1129053ac17c49a4e33526c8dc9838eacef929a4', 'b895eb17c694c5cc190eda069e90c84f5a32306c', '302a45d08f1b85336cde1b8d3d2de9b9fb89bae7', '7ada920b0a542dce9e4c765e322b8a79d9c689b7', '8602084739e1e09dc56c9053c6c8e4cf2d8cb899', '215ea9e78fa7235be7877c354866b9fe61d6d439', 'f1537f2533ef0af186446587951d4270675c3c80', '48e70d24b29681f9702db96ce4a89a401dfe67a7', '6a521e1d2a632c26e53b83d2cc4b0edecfc1e68c', '6a521e1d2a632c26e53b83d2cc4b0edecfc1e68c', 'dd41b6e690b45d7c079226d8be3285c736467346']}
+
+Process finished with exit code 0
+
    + + +
    + +
    +
    +
    + + +
    + + + #bitTorrent + + #protocol + + #p2p + +
    + +
    + + + + + +
    +
    +
    BitTorrent协议（三）之磁力链接获取元数据
    +
    https://threelambda.com/2019/01/21/2019-1-21-bt-3/
    +
    +
    + +
    +
    作者
    +
    Ming Yang
    +
    + + +
    +
    发布于
    +
    2019年1月21日
    +
    + + + +
    +
    许可协议
    +
    + + + + + + + + + + +
    +
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    + + +
    + +
    +
    +
    +
    +

    BitTorrent协议（四）之bitfield消息

    + + +
    + +

    bitfield消息

    BEP3的peer message章节说明了几种消息类型。 +其中bitfield消息理解起来是容易的，但是实际过程中却略有不同。

    + + +
    +

    ‘bitfield’ is only ever sent as the first message. Its payload is a bitfield with each index that downloader has sent set to one and the rest set to zero. Downloaders which don’t have anything yet may skip the ‘bitfield’ message. The first byte of the bitfield corresponds to indices 0 - 7 from high bit to low bit, respectively. The next one 8-15, etc. Spare bits at the end are set to zero.

    +
    +

    这段话的意思很简单，举例说明一下，如果一个文件有10个分片，那么如果没有下载任何数据，那么bitfield的值应该是（为了便于阅读每个字节的二进制码 以一个空格键隔开）

    +
    0b0000 0000 0000
+
    +

    如果下载了piece 0， 则值应该是

    +
    0b1000 0000 0000 
+
    +

    如果全部下载完成，则应该是

    +
    0b1111 1111 1100
+
    +

    一共是10个1，表示10个piece。

    +

    但是实际上呢，对于一个下载完成的文件，获取到的bitfield值是0b111111111100么？

    +

    我们可以自己制作一个种子来验证一下。

    +

    本地验证

    用uTorrent软件选择本地的一个文件制作一个种子文件。如下图所示

    +

    file-bt

    +

    该文件有110个片。

    +

    我们读取代码如下

    +
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    # -*- coding: utf-8 -*-
    from __future__ import absolute_import
    from __future__ import division
    from __future__ import print_function

    __author__ = 'ym'
    """
        Date        : '2019/1/22'
        Description :
        
    """
    from ym.bt.peer_protocol import pack_handshake, unpack_handshake, sendall, recv, pack_extend
    from ym.bt.parse_torrent import BDecode
    from ym.bt.udp_announce import ip_me
    import socket
    import struct
    import logging
    from bitstring import BitArray, Bits

    log = logging.getLogger()


    def download():
        try:
            info_hash = 'c99c3b7a5ba31a8966e6c9a40bc4f83887a107e5'
            ip, port = ip_me(), 40959
            sock = socket.socket(socket.AF_INET, socket.SOCK_STREAM)
            sock.settimeout(1)
            sock.connect((ip, port))

            handshake = pack_handshake(info_hash)
            rt = sendall(sock, handshake)
            if rt is None:
                return
            print("sent={}, data={}".format(rt, handshake))
            data = recv(sock, 68)

            tup = unpack_handshake(data)
            if tup is None:
                return
            print(tup)

            # interested
            data = struct.pack(">i B", 1, 2)
            rt = sendall(sock, data)
            if rt is None:
                return
            bitfield = None
            while True:
                data = recv(sock, 4)
                if data is None:
                    return
                num, = struct.unpack(">i", data)
                tmp = recv(sock, 1)

                if tmp is None:
                    return
                id, = struct.unpack(">B", tmp)
                print("id={}".format(id))
                tmp = recv(sock, int(num) - 1)
                print("recv={}".format(tmp))
                if id == 5:
                    # bitfield
                    bitfield = BitArray(tmp)
                    print(bitfield.bin)
                    break
                else:
                    pass



        except Exception as e:
            log.exception(e)


    if __name__ == '__main__':
        download()


    + +

    我们看到日志如下

    +
    /usr/local/bin/python3.7 /Users/ym/charm/pytest/ym/bt/bt_download.py
+sent=ok, data=b'\x13BitTorrent protocol\x00\x00\x00\x00\x00\x10\x00\x01\xc9\x9c;z[\xa3\x1a\x89f\xe6\xc9\xa4\x0b\xc4\xf88\x87\xa1\x07\xe5ym111111111111111111'
+Handshake(fixed_num=19, bt_head=b'BitTorrent protocol', reserved=b'\x00\x00\x00\x00\x00\x10\x00\x05', info_hash=b'\xc9\x9c;z[\xa3\x1a\x89f\xe6\xc9\xa4\x0b\xc4\xf88\x87\xa1\x07\xe5', peer_id=b'-UM1870-\x14\xab\x9c\xa8$G\x8euX\x91\xad\x9e')
+id=20
+recv=b'\x00d1:ei0e4:ipv616:\xfe\x80\x00\x00\x00\x00\x00\x00\x04:^:D[\x0c\x9212:complete_agoi1e1:md11:upload_onlyi3e12:ut_holepunchi4e11:ut_metadatai2e6:ut_pexi1e12:ut_recommendi5e10:ut_commenti6ee13:metadata_sizei2270e1:pi40959e4:reqqi255e1:v19:\xc2\xb5Torrent Mac 1.8.76:yourip4:\xc0\xa8+Re'
+id=5
+recv=b'\xff\xff\xffg~\xaf\xbf=\x7f\xff\xeb&\xdd\x98'
+1111111111111111111111110110011101111110101011111011111100111101011111111111111111101011001001101101110110011000
+
    +

    这是怎么回事，为什么中间会有这么多0呢，不是已经下载完成了么？

    +
    111111111111111111111111011001110111111010101111101111110011110...
+
    +

    应该是110个1才对。而且如果再运行几遍会发现每次有不同的index的片是0。

    +

    have消息

    原来这是uTorrent软件实现的一个策略，即使已经下载完成，也不会返回110个1的bitfield。而是用have消息来 +补全，也就是id为4的peer消息。have消息的值是一个piece的index值，表示该piece下载完成。

    +

    因此，我们需要根据bitfield消息和have消息来看是否下载完成。代码修改一下，每接收到一个have消息就把相应的index +置为1。

    +
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    from ym.bt.peer_protocol import pack_handshake, unpack_handshake, sendall, recv, pack_extend
    from ym.bt.parse_torrent import BDecode
    from ym.bt.udp_announce import ip_me
    import socket
    import struct
    import logging
    from bitstring import BitArray, Bits

    log = logging.getLogger()


    def download():
        try:
            info_hash = 'c99c3b7a5ba31a8966e6c9a40bc4f83887a107e5'
            ip, port = ip_me(), 40959
            sock = socket.socket(socket.AF_INET, socket.SOCK_STREAM)
            sock.settimeout(1)
            sock.connect((ip, port))

            handshake = pack_handshake(info_hash)
            rt = sendall(sock, handshake)
            if rt is None:
                return
            print("sent={}, data={}".format(rt, handshake))
            data = recv(sock, 68)

            tup = unpack_handshake(data)
            if tup is None:
                return
            print(tup)

            # interested
            data = struct.pack(">i B", 1, 2)
            rt = sendall(sock, data)
            if rt is None:
                return
            bitfield = None
            while True:
                data = recv(sock, 4)
                if data is None:
                    return
                num, = struct.unpack(">i", data)
                tmp = recv(sock, 1)

                if tmp is None:
                    return
                id, = struct.unpack(">B", tmp)
                print("id={}".format(id))
                tmp = recv(sock, int(num) - 1)
                print("recv={}".format(tmp))
                if id == 5:
                    # bitfield
                    bitfield = BitArray(tmp)
                    print(bitfield.bin)
                elif id == 4:
                    # have
                    index, = struct.unpack(">i", tmp)
                    print("index={}".format(index))
                    if bitfield.bin[index] == '0':
                        bitfield.set('1', index)
                        print(bitfield.bin)
                else:
                    pass



        except Exception as e:
            log.exception(e)


    if __name__ == '__main__':
        download()
    + +

    我们再看一下日志

    +
    /usr/local/bin/python3.7 /Users/ym/charm/pytest/ym/bt/bt_download.py
+sent=ok, data=b'\x13BitTorrent protocol\x00\x00\x00\x00\x00\x10\x00\x01\xc9\x9c;z[\xa3\x1a\x89f\xe6\xc9\xa4\x0b\xc4\xf88\x87\xa1\x07\xe5ym111111111111111111'
+Handshake(fixed_num=19, bt_head=b'BitTorrent protocol', reserved=b'\x00\x00\x00\x00\x00\x10\x00\x05', info_hash=b'\xc9\x9c;z[\xa3\x1a\x89f\xe6\xc9\xa4\x0b\xc4\xf88\x87\xa1\x07\xe5', peer_id=b'-UM1870-\x14\xabY\x08\r\x82=\xd1J^\x930')
+id=20
+recv=b'\x00d1:ei0e4:ipv616:\xfe\x80\x00\x00\x00\x00\x00\x00\x04:^:D[\x0c\x9212:complete_agoi1e1:md11:upload_onlyi3e12:ut_holepunchi4e11:ut_metadatai2e6:ut_pexi1e12:ut_recommendi5e10:ut_commenti6ee13:metadata_sizei2270e1:pi40959e4:reqqi255e1:v19:\xc2\xb5Torrent Mac 1.8.76:yourip4:\xc0\xa8+Re'
+id=5
+recv=b'\xfb\xdf\xbf\xee\xdf\xdf\x9d\xef\xb9\xfa\xfbv^\xf8'
+1111101111011111101111111110111011011111110111111001110111101111101110011111101011111011011101100101111011111000
+id=4
+recv=b'\x00\x00\x002'
+index=50
+1111101111011111101111111110111011011111110111111011110111101111101110011111101011111011011101100101111011111000
+
+...
+...
+...
+
+id=4
+recv=b'\x00\x00\x00b'
+index=98
+1111111111011111111111111111111111111111111111111111111111111111111111111111111111111111011111111111111111111100
+id=4
+recv=b'\x00\x00\x00X'
+index=88
+1111111111011111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111100
+id=4
+recv=b'\x00\x00\x00\n'
+index=10
+1111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111100
+already recv:b''
+timed out
+Traceback (most recent call last):
+  File "/Users/ym/charm/pytest/ym/bt/peer_protocol.py", line 40, in recv
+    tmp = sock.recv(n - len(data))
+socket.timeout: timed out
+
+Process finished with exit code 0
+
    +

    可以看到，确实是110个1。

    + + +
    + +
    +
    +
    + + +
    + + + #bitTorrent + + #protocol + + #p2p + +
    + +
    + + + + + +
    +
    +
    BitTorrent协议（四）之bitfield消息
    +
    https://threelambda.com/2019/01/21/2019-1-23-bt-4/
    +
    +
    + +
    +
    作者
    +
    Ming Yang
    +
    + + +
    +
    发布于
    +
    2019年1月21日
    +
    + + + +
    +
    许可协议
    +
    + + + + + + + + + + +
    +
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    + +
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    + +
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    +
    +
    +

    BitTorrent协议（五）之下载文件

    + + +
    + +

    单节点下载小文件

    从多个peer进行下载的算法显然是复杂的，更不用说下载一个很大的文件。这里只是简单验证一下， +从单个peer下载文件。

    + + +

    还是利用uTorrent软件来进行验证。

    +

    可以用之前介绍的方法来下载metadata。 获取到的info信息如下，

    +
    {'length': 1799542, 'name': 'show.gif', 'piece length': 16384, 'pieces': ['32bd6b1b19914363f3c4d6ac4aca3f8acc1fc9be', '189f81db5c5c12f21483fb24ee709ff6c08a0517', 'a3133d83aabfa6793418d3cb325012b0d4bfae46', '0e3d60244fabc21b723b8cd88f5f987d87743e89', '132157b55b0c5b7ee9a20243846eb3f1c5ac80dc', '92c37804b00d5430c67747ec5fee0868445ecd69', '5f1bb90f1ae670f7cbc3daa49d219d7d1b45acbf', '0fb09e567a1370f7903f55dff250503482de8b3e', '6dd7073806b41b4ed27d45f8dbccc0a0c10be50d', '1fcaa683cb850fce41395576c798a61e6cf905b5', 'b61629bf5a6bf0e40e67e1cbdf91bb739a02d518', 'f63a3fa985c3debb543bbcf75adeda9ab67ac9c9', 'e90e01fb4ceb645ee449ae0956cfb9308beeccb5', 'cbfa039f843f7243fb2074e465741eda474e3977', '943840bcfff18968113222d932298f813e5cc179', 'c209625e0ddf0facb53b30f4480537deadae6793', 'f71e53fb153ad59e73eeb527bb72156e747f9275', 'c5beef4d546249e731f67307904cfc78c74f1bca', '565f7f1f15a0eb25c53ca93dfb064806788b48ec', '8fef5d00ba48a62546dd2a17e8710a0cc8d2d1f9', 'f668e1c8053cc48660106013fb2b6f985e96ae2f', 'c6f2b38f8ec06b52988b2a440bdc1e113db1bf56', 'd9b628b10d349deb67e318969697311c8108c111', 'b822aecd7d71a4182e47c7c33ed507b7ba98a9ff', '8b43bb5a107942f21af0dfe93551c24ec7ed01e7', 'fbed560ff746b870aa9a341fdeeb3b2a84437b1d', '34026cdef61fe05668cb1ae45f8ca46a47539993', '1d68c176d5a8c019840d9013652c03d7118335c1', '5476b766cab277119970254a595fd69029553d09', 'f01dcc57eaf647ff9a7884e0c2ce6ce616a50e7d', '54972dab56f5e7df31dce81d44354a39c2952da7', '858184b28005ea4f11cae7b280cf964bd63c5036', 'cdc80e8a3fbd0d258dd2557aea6fdf0b778a9740', '126862f9026fae3348f19d7d285658713f545d52', '2cbd85f935a8a14de068e8284a449f3ab3345db9', 'f37dadec918d6a4295fb3ced2e5e3c06680dc138', 'b69389c850cf159cbbc50b67cce7304e48cd2fc8', '520922981a1f4752742c6b680956ea62ce98f008', '8e28d442dd20d82a88f9a17983fa2f7e704c958d', '1e3363ae14e1c0e03060a99a4f18163b1ffb07c5', 'f3237eeb35b900c3b6c7aa7e3ad33096d1717cb1', 'f287d5e00c33e65fc5c73fd0e152dfcc4c75b643', '8499d07f2fdaeebaab73c008725de0f8c7f3156f', '8e3936cf42625dfc4dd71a5128aedd051581a933', 'fe9db13341c3f7378c0cc0fe69895bd1a1635546', '86a383614a32021187439e662a0d9981d3266dac', 'e8fe2fbd7bc75f212188f30129ff2b5fbc326fc8', 'c535c7d03b83d0cee8b56c380d839de86450259d', '09317f2958a7ce16af570417dc2f4ff56b74739a', '597198e18e4fd6df0598e55ad6ac41ddd9fbfe4c', '9289b6999a360314dc5c4b5a09aec9b20aec1f13', '6611f3a373aeecfd23bbce43f3993e8b770ba550', '81fb04659a20bb00edba72c456f8ef7809dc87f3', '59496e456e24d27871fcb8127934df33925888af', '308db6c4eff529d1caa2e436cb53ad5f0ff3ed19', 'f0bb16a3f35928b6c3fcbd45227e732211e422bb', 'e0bd3d3533f9ef6051bcfe4617b45920fd42a11b', '79909209aa840c77043a2d9b2dddad042924b57e', '899e90841a27a0c2cf691e3319ddfd6b139dd28f', 'ff46286f5f16cfbc9d2d5d4d9574d842adf88d12', '5968efcadb0fa8b62702918e2bc6d109169b1688', '2a1bb615d4cb43d08f1703b6dd55b6f036843b7e', 'bc04aacea03fa3f3457a182c64c2893eed7abde3', 'ba462044856ba2355ab59f0f92a6261908495508', '58c5593a3f627c45fe995a5ad7c3abbdcd4558cb', '4d44dfa3e97ce4f5ef510f11edc8e7fdeadc0127', '76156e683a8d78dc84c9dc77b8b3295bf65ade85', '0fedc3f5cc217b1195361eb24348e3da869ee9c8', 'd135bb807f863e4341ec5dfc3ce089e3ccb90423', '9079bbc75010af82d5f820087a3d0bca68ba7335', 'f26d6acd59053b7e5c058e7e663a5aafdf08cbcd', '3a528b4e824b7e4d94eb1771d25aab1333ee4f6c', 'a378b13c679091b4f6df535e274b489a1921487a', '486a7b84e2d2826faf33fede673557abf13d4858', 'a707ce9e469a5f09bf9b20a51d36510971a8c902', 'fbf2945c8eb174e81d354ac0a217707e27d80df1', '805fbf2e06bb2780c853a5d7cb760a09bbfede41', '8077a90826ce293c28af8ec03bb9fe2bc968a87e', 'db5b68bc3ad6e1c7d9cadc0ef5336dac91ea7802', '17db99964e9e6170c12a903fddf74614f765ac63', '36a25d99fd2026aee1e93dffdab081325f6d82be', '4941159f05a9c1b5316aaebe483b68ed2b3d9bf6', '2783da31f7043a29011507c817c4469b03a7047f', '1beaf2d802cc747acf82633d6d35498e1ef1c0f2', 'd9484d93128be7f62537f24609080dbf48fc15a1', 'a3d4b391af6a4787cc2581894a9ba952a04c06af', 'f09c619843ee7bf6898fdcce47dd89c329f113b3', '9451d16f558cfeb8a65e92a74bcd627764d3b395', '2d3ac710b84c7465044994de9c07437e629ff9aa', 'a7d6d56ef412462c1f0eef2a403bf2cba615710a', '2b0804a61db331444c40c6d9817476c25438c702', '2af9e4587ee984bfa68c2e832b61d060df812d9c', 'ac75705e3f02f67e319833309af23db3aeb6e9b1', '002a18cb7b1836c01842c80107bce23f8899d046', '2d532adec4d0de4582463c8028d7b7b1797e2ad6', '4818335666c0fb4abf758fed7770f924766c08b0', '753a675a197b8b7d3d8e579172aef2f5b5987ba5', '69d335d9126f56b229304326e1bba38f48667b77', 'e57eb75086c332598025be0c424124b48f944790', '7227355ee48815247ab824d580f0d8be6722ccc8', '25872f29012b912e415165e3e04cb846cbfd5373', '2c9aea7e3dd67d8f28551fd7c3a1ea31bbe1fa5d', '64e09ec0c09b7b4c8743e1ee7899d494d9c19a99', '252b538782968f65284bf2f5cfe6a804cc877567', 'f9e9a038358f557b9780efd2899d9f9557912821', '27a6c6a7bcb3f7d53c04427f9f5bdd6c20eb78bb', '79e21154bb06d1a91da161cc75e4f75dd7df3d93', '10a8ea942ea2ce344c8b052d6a98f76825a0e13e', 'cce77357aaad177352a19d4f91ec0a35058e2e33', '48f41629e57f84ae7637b11b396c78d318f7e84d']}
+
    +

    这个文件的大小为1799542字节，每个片的长度是16384字节，一共110片。

    +

    通过简单计算可以知道，最后一片的长度只有13686。所以发request的消息的时候，要注意。

    +

    因为只有一个peer，简单的循环就够了。

    +

    实现的代码

    代码中充斥了全局变量。

    +
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    __author__ = 'ym'
    """
        Date        : '2019/1/22'
        Description :
        
    """
    from ym.bt.peer_protocol import pack_handshake, unpack_handshake, sendall, recv, pack_extend, sha1
    from ym.bt.parse_torrent import BDecode
    from ym.bt.udp_announce import ip_me
    import socket
    import struct
    import logging
    from bitstring import BitArray

    log = logging.getLogger()


    def download(bit_field, file_data):
        try:
            info_hash = 'c99c3b7a5ba31a8966e6c9a40bc4f83887a107e5'
            ip, port = ip_me(), 40959
            sock = socket.socket(socket.AF_INET, socket.SOCK_STREAM)
            sock.settimeout(1)
            sock.connect((ip, port))

            handshake = pack_handshake(info_hash)
            rt = sendall(sock, handshake)
            if rt is None:
                raise Exception("end")
            print("sent={}, data={}".format(rt, handshake))
            data = recv(sock, 68)

            tup = unpack_handshake(data)
            if tup is None:
                raise Exception("end")
            print(tup)

            UT_METADATA_ID = 1
            dic = {'m': {'ut_metadata': UT_METADATA_ID}}
            ext_handshake = pack_extend(dic, id=20, ext_id=0)  # 扩展协议的握手消息
            sock.sendall(ext_handshake)
            print("sent|ext_handshake={}".format(ext_handshake))

            while True:
                data = recv(sock, 4)
                if data is None:
                    raise Exception("end")
                num, = struct.unpack(">i", data)

                if num == 0:
                    continue

                tmp = recv(sock, 1)

                if tmp is None:
                    raise Exception("end")
                id, = struct.unpack(">B", tmp)
                # print("id={}".format(id))
                tmp = recv(sock, int(num) - 1)
                # print("recv={}".format(tmp))
                if id == 5:
                    # bitfield
                    if bit_field is None:
                        bit_field = BitArray(tmp)
                        file_data = [None] * 110  # pieces num
                    print(bit_field.bin)

                    # interested
                    send_interested(sock)
                elif id == 4:
                    # have
                    index, = struct.unpack(">i", tmp)
                    # print("index={}".format(index))
                    if bit_field.bin[index] == '0':
                        bit_field.set('1', index)
                        # print(bitfield.bin)

                elif id == 1:
                    # unchoke
                    print("unchoke")
                    send_request(bit_field, file_data, sock)
                elif id == 7:
                    # piece
                    print("piece")
                    index, begin = struct.unpack(">i i", tmp[0:8])
                    print("index={}, begin={}".format(index, begin))
                    print(len(tmp[8:]))
                    file_data[index] = tmp[8:]
                    if index == 109:
                        print("completed.")
                        return bit_field, file_data

                    send_request(bit_field, file_data, sock)

                elif id == 20:
                    #
                    ext_id, = struct.unpack(">B", tmp[0:1])
                    if ext_id == 0:
                        # 扩展握手消息
                        dic, i, n = BDecode(tmp[1:]).parse()
                        print(dic)
                    else:
                        pass
                else:
                    pass

        except Exception as e:
            log.exception(e)

        return (bit_field, file_data)


    def send_interested(sock):
        data = struct.pack(">i B", 1, 2)
        rt = sendall(sock, data)
        if rt is None:
            raise Exception("end")
        print("interested={}".format(data))


    def send_request(bit_field, file_data, sock):
        index = find_one(bit_field.bin, file_data)
        if index is None:
            raise Exception("end")
        print("request piece={}".format(index))
        data = pack_request(index)
        if index == 109:
            data = pack_request(index, begin=0, length=13686)
        rt = sendall(sock, data)
        if rt is None:
            raise Exception("end")
        print("sent={}".format(data))


    def find_one(bit_array: str, file_data: list):
        i = 0
        while i < len(file_data):
            if file_data[i] is None and bit_array[i] == '1':
                break
            i += 1

        if i == len(file_data):
            return None
        else:
            return i


    def pack_request(index, begin=0, length=16384):
        return struct.pack(">i B i i i", 13, 6, index, begin, length)


    def not_finish(file_data):
        if file_data is None:
            return True

        for item in file_data:
            if item is None:
                return True

        return False


    def main():
        bit_field = None
        file_data = None
        while not_finish(file_data):
            bit_field, file_data = download(bit_field, file_data)

        print(bit_field)
        output = '/Users/ym/tmp/copy.gif'
        expected = {'length': 1799542, 'name': 'show.gif', 'piece length': 16384,
                    'pieces': ['32bd6b1b19914363f3c4d6ac4aca3f8acc1fc9be', '189f81db5c5c12f21483fb24ee709ff6c08a0517',
                               'a3133d83aabfa6793418d3cb325012b0d4bfae46', '0e3d60244fabc21b723b8cd88f5f987d87743e89',
                               '132157b55b0c5b7ee9a20243846eb3f1c5ac80dc', '92c37804b00d5430c67747ec5fee0868445ecd69',
                               '5f1bb90f1ae670f7cbc3daa49d219d7d1b45acbf', '0fb09e567a1370f7903f55dff250503482de8b3e',
                               '6dd7073806b41b4ed27d45f8dbccc0a0c10be50d', '1fcaa683cb850fce41395576c798a61e6cf905b5',
                               'b61629bf5a6bf0e40e67e1cbdf91bb739a02d518', 'f63a3fa985c3debb543bbcf75adeda9ab67ac9c9',
                               'e90e01fb4ceb645ee449ae0956cfb9308beeccb5', 'cbfa039f843f7243fb2074e465741eda474e3977',
                               '943840bcfff18968113222d932298f813e5cc179', 'c209625e0ddf0facb53b30f4480537deadae6793',
                               'f71e53fb153ad59e73eeb527bb72156e747f9275', 'c5beef4d546249e731f67307904cfc78c74f1bca',
                               '565f7f1f15a0eb25c53ca93dfb064806788b48ec', '8fef5d00ba48a62546dd2a17e8710a0cc8d2d1f9',
                               'f668e1c8053cc48660106013fb2b6f985e96ae2f', 'c6f2b38f8ec06b52988b2a440bdc1e113db1bf56',
                               'd9b628b10d349deb67e318969697311c8108c111', 'b822aecd7d71a4182e47c7c33ed507b7ba98a9ff',
                               '8b43bb5a107942f21af0dfe93551c24ec7ed01e7', 'fbed560ff746b870aa9a341fdeeb3b2a84437b1d',
                               '34026cdef61fe05668cb1ae45f8ca46a47539993', '1d68c176d5a8c019840d9013652c03d7118335c1',
                               '5476b766cab277119970254a595fd69029553d09', 'f01dcc57eaf647ff9a7884e0c2ce6ce616a50e7d',
                               '54972dab56f5e7df31dce81d44354a39c2952da7', '858184b28005ea4f11cae7b280cf964bd63c5036',
                               'cdc80e8a3fbd0d258dd2557aea6fdf0b778a9740', '126862f9026fae3348f19d7d285658713f545d52',
                               '2cbd85f935a8a14de068e8284a449f3ab3345db9', 'f37dadec918d6a4295fb3ced2e5e3c06680dc138',
                               'b69389c850cf159cbbc50b67cce7304e48cd2fc8', '520922981a1f4752742c6b680956ea62ce98f008',
                               '8e28d442dd20d82a88f9a17983fa2f7e704c958d', '1e3363ae14e1c0e03060a99a4f18163b1ffb07c5',
                               'f3237eeb35b900c3b6c7aa7e3ad33096d1717cb1', 'f287d5e00c33e65fc5c73fd0e152dfcc4c75b643',
                               '8499d07f2fdaeebaab73c008725de0f8c7f3156f', '8e3936cf42625dfc4dd71a5128aedd051581a933',
                               'fe9db13341c3f7378c0cc0fe69895bd1a1635546', '86a383614a32021187439e662a0d9981d3266dac',
                               'e8fe2fbd7bc75f212188f30129ff2b5fbc326fc8', 'c535c7d03b83d0cee8b56c380d839de86450259d',
                               '09317f2958a7ce16af570417dc2f4ff56b74739a', '597198e18e4fd6df0598e55ad6ac41ddd9fbfe4c',
                               '9289b6999a360314dc5c4b5a09aec9b20aec1f13', '6611f3a373aeecfd23bbce43f3993e8b770ba550',
                               '81fb04659a20bb00edba72c456f8ef7809dc87f3', '59496e456e24d27871fcb8127934df33925888af',
                               '308db6c4eff529d1caa2e436cb53ad5f0ff3ed19', 'f0bb16a3f35928b6c3fcbd45227e732211e422bb',
                               'e0bd3d3533f9ef6051bcfe4617b45920fd42a11b', '79909209aa840c77043a2d9b2dddad042924b57e',
                               '899e90841a27a0c2cf691e3319ddfd6b139dd28f', 'ff46286f5f16cfbc9d2d5d4d9574d842adf88d12',
                               '5968efcadb0fa8b62702918e2bc6d109169b1688', '2a1bb615d4cb43d08f1703b6dd55b6f036843b7e',
                               'bc04aacea03fa3f3457a182c64c2893eed7abde3', 'ba462044856ba2355ab59f0f92a6261908495508',
                               '58c5593a3f627c45fe995a5ad7c3abbdcd4558cb', '4d44dfa3e97ce4f5ef510f11edc8e7fdeadc0127',
                               '76156e683a8d78dc84c9dc77b8b3295bf65ade85', '0fedc3f5cc217b1195361eb24348e3da869ee9c8',
                               'd135bb807f863e4341ec5dfc3ce089e3ccb90423', '9079bbc75010af82d5f820087a3d0bca68ba7335',
                               'f26d6acd59053b7e5c058e7e663a5aafdf08cbcd', '3a528b4e824b7e4d94eb1771d25aab1333ee4f6c',
                               'a378b13c679091b4f6df535e274b489a1921487a', '486a7b84e2d2826faf33fede673557abf13d4858',
                               'a707ce9e469a5f09bf9b20a51d36510971a8c902', 'fbf2945c8eb174e81d354ac0a217707e27d80df1',
                               '805fbf2e06bb2780c853a5d7cb760a09bbfede41', '8077a90826ce293c28af8ec03bb9fe2bc968a87e',
                               'db5b68bc3ad6e1c7d9cadc0ef5336dac91ea7802', '17db99964e9e6170c12a903fddf74614f765ac63',
                               '36a25d99fd2026aee1e93dffdab081325f6d82be', '4941159f05a9c1b5316aaebe483b68ed2b3d9bf6',
                               '2783da31f7043a29011507c817c4469b03a7047f', '1beaf2d802cc747acf82633d6d35498e1ef1c0f2',
                               'd9484d93128be7f62537f24609080dbf48fc15a1', 'a3d4b391af6a4787cc2581894a9ba952a04c06af',
                               'f09c619843ee7bf6898fdcce47dd89c329f113b3', '9451d16f558cfeb8a65e92a74bcd627764d3b395',
                               '2d3ac710b84c7465044994de9c07437e629ff9aa', 'a7d6d56ef412462c1f0eef2a403bf2cba615710a',
                               '2b0804a61db331444c40c6d9817476c25438c702', '2af9e4587ee984bfa68c2e832b61d060df812d9c',
                               'ac75705e3f02f67e319833309af23db3aeb6e9b1', '002a18cb7b1836c01842c80107bce23f8899d046',
                               '2d532adec4d0de4582463c8028d7b7b1797e2ad6', '4818335666c0fb4abf758fed7770f924766c08b0',
                               '753a675a197b8b7d3d8e579172aef2f5b5987ba5', '69d335d9126f56b229304326e1bba38f48667b77',
                               'e57eb75086c332598025be0c424124b48f944790', '7227355ee48815247ab824d580f0d8be6722ccc8',
                               '25872f29012b912e415165e3e04cb846cbfd5373', '2c9aea7e3dd67d8f28551fd7c3a1ea31bbe1fa5d',
                               '64e09ec0c09b7b4c8743e1ee7899d494d9c19a99', '252b538782968f65284bf2f5cfe6a804cc877567',
                               'f9e9a038358f557b9780efd2899d9f9557912821', '27a6c6a7bcb3f7d53c04427f9f5bdd6c20eb78bb',
                               '79e21154bb06d1a91da161cc75e4f75dd7df3d93', '10a8ea942ea2ce344c8b052d6a98f76825a0e13e',
                               'cce77357aaad177352a19d4f91ec0a35058e2e33', '48f41629e57f84ae7637b11b396c78d318f7e84d']}

        with open(output, "wb+") as f:
            for i in range(len(file_data)):
                file_datum = file_data[i]
                if sha1(file_datum) != expected['pieces'][i]:
                    raise Exception("error hash")
                f.write(file_datum)
        print("download ok.")


    if __name__ == '__main__':
        main()


    + +

    运行日志

    以下是运行日志。

    +
    /usr/local/bin/python3.7 /Users/ym/charm/pytest/ym/bt/bt_download_data.py
+sent=ok, data=b'\x13BitTorrent protocol\x00\x00\x00\x00\x00\x10\x00\x01\xc9\x9c;z[\xa3\x1a\x89f\xe6\xc9\xa4\x0b\xc4\xf88\x87\xa1\x07\xe5ym111111111111111111'
+Handshake(fixed_num=19, bt_head=b'BitTorrent protocol', reserved=b'\x00\x00\x00\x00\x00\x10\x00\x05', info_hash=b'\xc9\x9c;z[\xa3\x1a\x89f\xe6\xc9\xa4\x0b\xc4\xf88\x87\xa1\x07\xe5', peer_id=b'-UM1870-\x14\xab,SS\x82\x1d\x9crh\xc8d')
+sent|ext_handshake=b'\x00\x00\x00\x1a\x14\x00d1:md11:ut_metadatai1eee'
+{'e': 0, 'ipv4': 'ށ\x01\x14', 'ipv6': 'þ€\x00\x00\x00\x00\x00\x00\x04:^:D[\x0c’', 'complete_ago': 1, 'm': {'upload_only': 3, 'ut_holepunch': 4, 'ut_metadata': 2, 'ut_pex': 1, 'ut_recommend': 5, 'ut_comment': 6}, 'metadata_size': 2270, 'p': 40959, 'reqq': 255, 'v': 'µTorrent Mac 1.8.7', 'yourip': 'À¨+R'}
+0111111101110111110111111111111111111101110111110011100111010110011111011111110101101110101101111000111111111100
+interested=b'\x00\x00\x00\x01\x02'
+unchoke
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+16384
+request piece=86
+sent=b'\x00\x00\x00\r\x06\x00\x00\x00V\x00\x00\x00\x00\x00\x00@\x00'
+piece
+index=86, begin=0
+16384
+request piece=87
+sent=b'\x00\x00\x00\r\x06\x00\x00\x00W\x00\x00\x00\x00\x00\x00@\x00'
+piece
+index=87, begin=0
+16384
+request piece=88
+sent=b'\x00\x00\x00\r\x06\x00\x00\x00X\x00\x00\x00\x00\x00\x00@\x00'
+piece
+index=88, begin=0
+16384
+request piece=89
+sent=b'\x00\x00\x00\r\x06\x00\x00\x00Y\x00\x00\x00\x00\x00\x00@\x00'
+piece
+index=89, begin=0
+16384
+request piece=90
+sent=b'\x00\x00\x00\r\x06\x00\x00\x00Z\x00\x00\x00\x00\x00\x00@\x00'
+piece
+index=90, begin=0
+16384
+request piece=91
+sent=b'\x00\x00\x00\r\x06\x00\x00\x00[\x00\x00\x00\x00\x00\x00@\x00'
+piece
+index=91, begin=0
+16384
+request piece=92
+sent=b'\x00\x00\x00\r\x06\x00\x00\x00\\\x00\x00\x00\x00\x00\x00@\x00'
+piece
+index=92, begin=0
+16384
+request piece=93
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+piece
+index=93, begin=0
+16384
+request piece=94
+sent=b'\x00\x00\x00\r\x06\x00\x00\x00^\x00\x00\x00\x00\x00\x00@\x00'
+piece
+index=94, begin=0
+16384
+request piece=95
+sent=b'\x00\x00\x00\r\x06\x00\x00\x00_\x00\x00\x00\x00\x00\x00@\x00'
+piece
+index=95, begin=0
+16384
+request piece=96
+sent=b'\x00\x00\x00\r\x06\x00\x00\x00`\x00\x00\x00\x00\x00\x00@\x00'
+piece
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+16384
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+piece
+index=97, begin=0
+16384
+request piece=98
+sent=b'\x00\x00\x00\r\x06\x00\x00\x00b\x00\x00\x00\x00\x00\x00@\x00'
+piece
+index=98, begin=0
+16384
+request piece=99
+sent=b'\x00\x00\x00\r\x06\x00\x00\x00c\x00\x00\x00\x00\x00\x00@\x00'
+piece
+index=99, begin=0
+16384
+request piece=100
+sent=b'\x00\x00\x00\r\x06\x00\x00\x00d\x00\x00\x00\x00\x00\x00@\x00'
+piece
+index=100, begin=0
+16384
+request piece=101
+sent=b'\x00\x00\x00\r\x06\x00\x00\x00e\x00\x00\x00\x00\x00\x00@\x00'
+piece
+index=101, begin=0
+16384
+request piece=102
+sent=b'\x00\x00\x00\r\x06\x00\x00\x00f\x00\x00\x00\x00\x00\x00@\x00'
+piece
+index=102, begin=0
+16384
+request piece=103
+sent=b'\x00\x00\x00\r\x06\x00\x00\x00g\x00\x00\x00\x00\x00\x00@\x00'
+piece
+index=103, begin=0
+16384
+request piece=104
+sent=b'\x00\x00\x00\r\x06\x00\x00\x00h\x00\x00\x00\x00\x00\x00@\x00'
+piece
+index=104, begin=0
+16384
+request piece=105
+sent=b'\x00\x00\x00\r\x06\x00\x00\x00i\x00\x00\x00\x00\x00\x00@\x00'
+piece
+index=105, begin=0
+16384
+request piece=106
+sent=b'\x00\x00\x00\r\x06\x00\x00\x00j\x00\x00\x00\x00\x00\x00@\x00'
+piece
+index=106, begin=0
+16384
+request piece=107
+sent=b'\x00\x00\x00\r\x06\x00\x00\x00k\x00\x00\x00\x00\x00\x00@\x00'
+piece
+index=107, begin=0
+16384
+request piece=108
+sent=b'\x00\x00\x00\r\x06\x00\x00\x00l\x00\x00\x00\x00\x00\x00@\x00'
+piece
+index=108, begin=0
+16384
+request piece=109
+sent=b'\x00\x00\x00\r\x06\x00\x00\x00m\x00\x00\x00\x00\x00\x005v'
+piece
+index=109, begin=0
+13686
+completed.
+0xfffffffffffffffffffffffffffc
+download ok.
+
+Process finished with exit code 0
+
    + + +
    + +
    +
    +
    + + +
    + + + #bitTorrent + + #protocol + + #p2p + +
    + +
    + + + + + +
    +
    +
    BitTorrent协议（五）之下载文件
    +
    https://threelambda.com/2019/01/25/2019-1-25-bt-5/
    +
    +
    + +
    +
    作者
    +
    Ming Yang
    +
    + + +
    +
    发布于
    +
    2019年1月25日
    +
    + + + +
    +
    许可协议
    +
    + + + + + + + + + + +
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    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/zh-hans/2019/02/18/2019-2-18-bt-6/index.html b/zh-hans/2019/02/18/2019-2-18-bt-6/index.html new file mode 100644 index 00000000..c828e657 --- /dev/null +++ b/zh-hans/2019/02/18/2019-2-18-bt-6/index.html @@ -0,0 +1,726 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + BitTorrent协议（六）之种子嗅探器 - CodeCraft + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + + +
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    + +
    +
    +
    +
    +

    BitTorrent协议（六）之种子嗅探器

    + + +
    + +

    Sniffer（嗅探器）

    实现一个简单的BT种子嗅探器才算是有点实际价值的吧。这样就可以把种子的metadata信息 +缓存下来，提供按照文件名进行检索。

    + + +

    不过这里只是实现一个demo，有兴趣的话可以看看github上的dht项目。

    +

    基本原理

    简单的说，就是把嗅探节点加入到其他节点的路由表中，等待其他节点发来的announce_peer请求，然后获取种子的metadata信息。

    +

    我们根据以下的代码具体说明。

    +
      +

    1. 89行代码，向路由节点发送find_node请求。这些路由节点。就是25行代码的3个地址。 +这样做的意义有两个，一方面，路由节点会把我们的节点加入到他们的路由表中。另一方面，路由节点会返回一个好节点列表。

      +
      2. +

    2. 252行代码，启动了6个线程。

      +
      3. +
    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    线程说明
    listener代码93行，监听所有接收到的udp数据，并把这些放入到队列recv_q
    t_dispatch代码106行，从队列recv_q中取出数据，并进行bdecoding，根据消息类别分别放入对应的队列。一共有三种：应答，请求，错误。
    t_hand_reply代码132行，从reply_q中取出数据，解码节点列表。每一个节点都插入到本地的路由表（这里不太好，最好先进行ping_node，确定是好节点再加入），并向其发送find_node消息
    t_hand_query代码165行，从query_q中取出请求，分别对四种请求进行应答处理，分别是ping，find_node, get_peers, announce_peer。
    t_hand_error错误消息的处理。
    t_handle_metadata代码234行，从metadata_q中取出已经获取的种子的metadata，打印并把种子保存再字典表中。
    +
      +
    1. 代码165行，t_hand_query线程执行对请求进行处理。
      2. +
    +
      +
    • ping: 返回本地节点id
      • +
    • find_node: 从本地路由表中查出与请求节点id最近的8个节点，并返回。（据说把本地id进行返回，有利于本地节点加入其他路由表）
      • +
    • get_peers: 这里进行了简单处理，仅仅返回空节点list。
      • +
    • announce_peer: 这个请求是有节点告诉我们有新的种子文件发布了，并告诉我们info_hash。然后我们拿着info_hash取进行获取metadata的操作。 +代码207行，开启一个独立的获取metadata的线程。如果获取到metadata，则放入metadata_q中。
      • +
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    # -*- coding: utf-8 -*-
    from __future__ import absolute_import
    from __future__ import division
    from __future__ import print_function

    __author__ = 'ym'
    """
        Date        : '2019/2/3'
        Description :
        
    """

    from ym.bt.routing_table import RoutingTable, BTNode
    from ym.bt.util import id_generator, ip_me, decode_compact_node, encode_compact_node, format_size
    from ym.bt.bencoding_bin import BEncode
    from ym.bt.bdecoding import BDecode
    from ym.bt.request_metadata import request_metadata_top
    from queue import Queue
    import socket
    import threading
    import logging

    log = logging.getLogger()

    NODES = [("router.bittorrent.com", 6881),
             ("router.utorrent.com", 6881),
             ("dht.transmissionbt.com", 6881)]

    ID = id_generator()
    SOURCE_IP = ip_me()
    SOURCE_PORT = 6881
    TIME_OUT = 1

    INFO_HASH_METADATA_DIC = {}
    RLOCK = threading.RLock()


    def boot_step(sock: socket.socket, local_node: BTNode):
        # send find_node query to NODES
        try:
            dic = {"t": "aa", "y": "q", "q": "find_node",
                   "a": {"id": local_node.id.hex(), "target": local_node.id.hex()}}
            data = BEncode(dic).encode_bin()

            for NODE in NODES:
                dst_ip, dst_port = NODE
                sock.sendto(data, (dst_ip, dst_port))
                print("boot_step|send|dst_ip={}|dst_port={}".format(dst_ip, dst_port))
        except Exception as e:
            log.exception(e)
            raise Exception("boot_step error")


    def request_metadata_thread(peer_id: bytes, info_hash, ip, port, metadata_q: Queue):
        try:
            print("request_metadata_thread|info_hash={}|ip={}|port={}".format(info_hash, ip, port))
            metadata_dic = request_metadata_top(peer_id, info_hash, ip, port)
            if metadata_dic is not None:
                metadata_q.put((metadata_dic, info_hash, ip, port))
        except Exception as e:
            log.exception("request_metadata_thread error")
            raise Exception("request metadata error")


    def main():
        sock = socket.socket(socket.AF_INET, socket.SOCK_DGRAM)
        sock.setblocking(True)
        sock.bind((SOURCE_IP, SOURCE_PORT))

        # recv queue
        recv_q = Queue(maxsize=0)
        # reply queue
        reply_q = Queue(maxsize=0)
        # query queue
        query_q = Queue(maxsize=0)
        # error queue
        error_q = Queue(maxsize=0)
        # request metadata
        metadata_q = Queue(maxsize=0)

        # declare routing table
        rt = RoutingTable()

        local_node = BTNode(id=ID, ip=SOURCE_IP, port=SOURCE_PORT)
        print("local_node={}".format(local_node))
        rt.insert(local_node)
        # 1. boot step
        print("boot start.")
        boot_step(sock, local_node)
        print("boot end.")

        # 2. listener
        def recv_listener(sock: socket.socket, recv_q: Queue):
            while True:
                try:
                    data, addr = sock.recvfrom(2048)
                    # print("recv_listener|recv|addr={}".format(addr))
                    recv_q.put((data, addr))
                except Exception as e:
                    print("recv_listener error")

        listener = threading.Thread(target=recv_listener, args=(sock, recv_q,))
        listener.daemon = True

        # 3. handle recv msg
        def dispatch_recv(recv_q: Queue, reply_q: Queue, query_q: Queue, error_q: Queue):
            while True:
                data, addr = recv_q.get()
                try:
                    dic, i, n = BDecode(data).parse()
                    # print("dispatch_recv|dic={}".format(dic))
                    if dic.get("y") is not None:
                        v = dic['y']
                        if v == 'r':
                            # reply msg
                            reply_q.put((dic, addr))
                        elif v == 'q':
                            # query msg
                            query_q.put((dic, addr))
                        elif v == 'e':
                            # error msg
                            error_q.put((dic, addr))
                        else:
                            print("unknown type msg.")
                except Exception as e:
                    log.exception('dispatch_recv error|data={}'.format(data))

        t_dispatch = threading.Thread(target=dispatch_recv, args=(recv_q, reply_q, query_q, error_q,))
        t_dispatch.daemon = True

        # 4. handle reply
        def handle_reply(sock: socket.socket, reply_q: Queue, rt: RoutingTable):
            while True:
                dic, addr = reply_q.get()
                try:
                    r = dic['r']
                    src_id = r['id']
                    src_ip, src_port = addr
                    src_node = BTNode(id=src_id, ip=src_ip, port=src_port)
                    rt.insert(src_node)
                    print("rt.size={}".format(rt.size()))
                    # print("handle_reply|src_ip={}|src_port={}".format(src_ip, src_port))
                    if r.get('nodes') is not None:
                        # ping every node and put good in rt.
                        nodes = decode_compact_node(r['nodes'])
                        dic = {"t": "aa", "y": "q", "q": "find_node",
                               "a": {"id": local_node.id.hex(), "target": local_node.id.hex()}}
                        data = BEncode(dic).encode_bin()
                        for node in nodes:
                            try:
                                dst_ip, dst_port, id = node
                                sock.sendto(data, (dst_ip, dst_port))
                            except Exception as e:
                                log.exception("send node error|node={}".format(node))
                    elif r.get('peers') is not None:
                        # ping every peer and put good in rt.
                        print("handle_reply|peers")
                except Exception as e:
                    log.exception("handle_reply error|dic={}".format(dic), e)

        t_hand_reply = threading.Thread(target=handle_reply, args=(sock, reply_q, rt,))
        t_hand_reply.daemon = True

        # 5. handle query
        def handle_query(sock: socket.socket, query_q: Queue):
            while True:
                dic, addr = query_q.get()
                dst_ip, dst_port = addr
                try:
                    print("handle_query|addr={}|dic={}".format(addr, dic))
                    if dic['q'] == 'ping':
                        # handle ping query
                        reply = {"t": dic['t'], "y": "r", "r": {"id": local_node.id.hex()}}
                        data = BEncode(reply).encode_bin()
                        sock.sendto(data, (dst_ip, dst_port))
                        # print("handle_query|ping|send_reply|dst_ip={}|dst_port={}|data={}".format(dst_ip, dst_port, data))
                    elif dic['q'] == 'find_node':
                        # handle find_node query
                        nodes = rt.find_closer(bytes.fromhex(dic['a']['id']))
                        print("local_node.id={}".format(local_node.id.hex()))
                        print(nodes)
                        compact_node = encode_compact_node(nodes)
                        reply = {"t": dic['t'], "y": "r", "r": {"id": local_node.id.hex(), "nodes": compact_node}}
                        data = BEncode(reply).encode_bin()
                        sock.sendto(data, (dst_ip, dst_port))
                        print("handle_query|find_node|send_reply|dst_ip={}|dst_port={}|data={}".format(dst_ip, dst_port,
                                                                                                       data))
                    elif dic['q'] == 'get_peers':
                        # handle get_peers query
                        reply = {"t": dic['t'], "y": "r",
                                 "r": {"id": local_node.id.hex(), "token": "alenym".encode("utf8"), "nodes": b""}}
                        data = BEncode(reply).encode_bin()
                        sock.sendto(data, (dst_ip, dst_port))
                        print("handle_query|get_peers|send_reply|dst_ip={}|dst_port={}|data={}".format(dst_ip, dst_port,
                                                                                                       data))
                    elif dic['q'] == 'announce_peer':
                        # handle announce_peer
                        print("handle_query|announce_peer|dic={}".format(dic))
                        info_hash = dic['a'].get('info_hash')
                        with RLOCK:
                            if info_hash is None or info_hash in INFO_HASH_METADATA_DIC:
                                continue

                        target_ip = dst_ip
                        target_port = dst_port

                        t_request_meta = threading.Thread(target=request_metadata_thread,
                                                          args=(
                                                              local_node.id, info_hash, target_ip, target_port, metadata_q))
                        t_request_meta.start()


                    else:
                        print("handle_query|other|dic={}".format(dic))
                except Exception as e:
                    log.exception("handle_query error|dic={}".format(dic))

        t_hand_query = threading.Thread(target=handle_query, args=(sock, query_q,))
        t_hand_query.daemon = True

        # 6. handle error
        def handle_error(error_q: Queue):
            while True:
                dic, addr = error_q.get()
                try:
                    print("handle_error|addr={}|dic={}".format(addr, dic))
                except Exception as e:
                    log.exception('handle_error error', e)

        t_hand_error = threading.Thread(target=handle_error, args=(error_q,))
        t_hand_error.daemon = True

        # 7. handle requested metadata
        def handle_metadata(metadata_q: Queue):
            while True:
                try:
                    metadata_dic, info_hash, ip, port = metadata_q.get()
                    format_s = "handle_metadata|info_hash={}|ip={}|port={}|name={}|size={}"
                    file_name = metadata_dic['name']
                    size = format_size(metadata_dic.get('length'))
                    print(format_s.format(info_hash, ip, port, file_name, size))
                    with RLOCK:
                        if info_hash not in INFO_HASH_METADATA_DIC:
                            INFO_HASH_METADATA_DIC[info_hash] = metadata_dic
                except Exception as e:
                    log.exception("handle_metadata error")


        t_handle_metadata = threading.Thread(target=handle_metadata, args=(metadata_q,))
        t_handle_metadata.daemon = True

        listener.start()
        t_dispatch.start()
        t_hand_reply.start()
        t_hand_query.start()
        t_hand_error.start()
        t_handle_metadata.start()

        listener.join()
        t_dispatch.join()
        t_hand_reply.join()
        t_hand_query.join()
        t_hand_error.join()
        t_handle_metadata.join()


    if __name__ == '__main__':
        main()
    +

    运行日志

    我们在一台有公网ip的电脑上运行十几分钟，过滤日志，查看接收到的种子信息如下，

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    root@ubuntu:~# cat log.txt | grep "handle_metadata"
    handle_metadata|info_hash=5553330daa12bde6a2f71ab26f7b26688219f276|ip=69.80.12.126|port=11715|name=War for the Planet of the Apes 2017 1080p BluRay x264 DTS 5.1 MSubS-Hon3y|size=None
    handle_metadata|info_hash=5556f3a9c605dd009f92fddb91848f565439e4f4|ip=59.169.228.207|port=62215|name=(C94) [くろすこスイッチ (くろすこ)] 冷泉さんといちゃいちゃする本 (ガールズ&パンツァー).zip|size=7.80M
    handle_metadata|info_hash=555333edb2519c3aa93db4a150f6e021f5a138ff|ip=96.40.42.32|port=32796|name=Princess Go Round|size=None
    handle_metadata|info_hash=572d4df79a7151d9466d371b960cfece91289bf4|ip=1.175.76.59|port=13283|name=(同人ゲーム) [181102][RJ237312][ピンポイント／キングピン] 妻が隠していたビデオ…～元カレ寝取らせ観察記～ DL版 (files).rar|size=1.08G
    handle_metadata|info_hash=572edd8670066945538e4fe823294b45f2c2e3a3|ip=14.199.224.142|port=22979|name=0407raw021|size=None
    handle_metadata|info_hash=574b27358fc1604e65babf32abe839267d36ba4b|ip=14.199.224.142|port=22979|name=o0Akrios0o@www.sexinsex.com@假裝租屋 事實上在陽台勾引住宅區人妻|size=None
    handle_metadata|info_hash=54730eeeb5d74a58f49c6da72eb90be922556f0a|ip=219.98.7.166|port=18586|name=DSAM-29-DVD|size=None
    handle_metadata|info_hash=57039c3ef3343c5b288c5ff219c66f837a88e808|ip=14.199.224.142|port=22979|name=tmem|size=None
    handle_metadata|info_hash=5687578db92c7df4ae3ab7e33c895f04b1e27d37|ip=14.199.224.142|port=22979|name=GNE-148|size=None
    handle_metadata|info_hash=57b832066b2103e29f3a4af256e25175da6dbdc2|ip=14.199.224.142|port=22979|name=[Thz.la]supa-154|size=None
    handle_metadata|info_hash=56936a12cdb3a1a837c8faa206a2dea189dadf66|ip=14.199.224.142|port=22979|name=club-022_1.wmv|size=2.96G
    handle_metadata|info_hash=570e89058161385b1d7dfadfcdc2d9f276ab829b|ip=14.199.224.142|port=22979|name=avidol.us-PTBI-026.wmv|size=2.71G
    handle_metadata|info_hash=57c30a1ddecac71142208425c610837b961f4de6|ip=14.199.224.142|port=22979|name=[HD]sad-039.wmv|size=3.52G
    handle_metadata|info_hash=56794273cf092e0b4f671885a16cf2dbe484f559|ip=14.199.224.142|port=22979|name=KRE-002.wmv|size=1.20G
    handle_metadata|info_hash=5710c35d85a9a0ed8cadc10bdcd09db5bb0c46fd|ip=14.199.224.142|port=22979|name=0111-xv1088|size=None
    handle_metadata|info_hash=561b55ec9a956f208f58b798d781bd5577a47b9e|ip=14.199.224.142|port=22979|name=52.R18-099|size=None
    handle_metadata|info_hash=57c262437e7cf0ca5f24bff947757026f9cef9a8|ip=14.199.224.142|port=22979|name=DF-35976|size=None
    handle_metadata|info_hash=565bedb7fc17d20f017a668e2931cb1d30b53556|ip=14.199.224.142|port=22979|name=judexkwok@片瀬まこ合集06|size=None
    handle_metadata|info_hash=57e93ca1527cd35045f0ca75d0c96579dcf96d2a|ip=14.199.224.142|port=22979|name=SMDV-10-DVD|size=None
    handle_metadata|info_hash=56747025a196cb78db9f94d8ca933677f57e54b0|ip=14.199.224.142|port=22979|name=HUNT-759.mp4|size=2.01G
    handle_metadata|info_hash=56e45f76194dadb2c799c7f2c9b34bc2fff07cee|ip=14.199.224.142|port=22979|name=0510-sama538|size=None
    handle_metadata|info_hash=57fae1a68ee9241a593c1623f64feb7927b40469|ip=14.199.224.142|port=22979|name=[thz.la]chunta-219|size=None
    handle_metadata|info_hash=56b89964da08b923b20722b89ccfc6ae4928aca3|ip=14.199.224.142|port=22979|name=HUNT-665_2.mp4|size=1.60G
    handle_metadata|info_hash=57528d8633ee8b823aea17e47def172082072dd5|ip=14.199.224.142|port=22979|name=HUNT|size=None
    handle_metadata|info_hash=57b14ca4cf260763e170e515b1f235ae5dca487f|ip=14.199.224.142|port=22979|name=SAMA-477|size=None
    handle_metadata|info_hash=57bc38a6f182dbd6be5b42371d645cc43cfa12e1|ip=14.199.224.142|port=22979|name=HUNT-710.mp4|size=1.82G
    handle_metadata|info_hash=57f2b65672462ff81834a928cf8e9863687dc220|ip=14.199.224.142|port=22979|name=3208|size=None
    ...
    + +

    有些种子文件为什么没有文件大小呢？例如size=None,

    +
    1
    handle_metadata|info_hash=54730eeeb5d74a58f49c6da72eb90be922556f0a|ip=219.98.7.166|port=18586|name=DSAM-29-DVD|size=None
    + +

    用info_hash过滤日志，可以看到metadata包含了一个files项，该项包含了多个文件。

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    1
    2
    root@ubuntu:~# cat log.txt | grep "54730eeeb5d74a58f49c6da72eb90be922556f0a"| grep "metadata_dic" 
    request_metadata|info_hash=54730eeeb5d74a58f49c6da72eb90be922556f0a|metadata_dic={'files': [{'ed2k': b'\xc4"%lT\xa14s\xd86\xd7a\xb1:\x8bC', 'filehash': '788c531731917e92334c03423df5433b4d3d941d', 'length': 228076, 'path': ['C9~Fang Ping Bi Cheng Xu防屏蔽程序.rar'], 'path.utf-8': ['C9~Fang Ping Bi Cheng Xu防屏蔽程序.rar']}, {'ed2k': b'\xff,5\xb4W\x1b\xf1\xb0\x16\x13=\x0c\xc1\xc5\xb56', 'filehash': 'b760813c2b6690123eb174b5561ce6b4a0b6e000', 'length': 1966849, 'path': ['HOTAVXXX,Free Adult Movie, Fastest & Newest Porn Movie Site.jpg'], 'path.utf-8': ['HOTAVXXX,Free Adult Movie, Fastest & Newest Porn Movie Site.jpg']}, {'ed2k': b'\xfaggnH\xf8e}O\x97\x04\xbb\x86\x9e\x92\xf5', 'filehash': '9a8b43c663ecc46d3a29196cf527d8431fef842b', 'length': 180, 'path': ['HOTAVXXX~最新最快的AV影片每日更新.url'], 'path.utf-8': ['HOTAVXXX~最新最快的AV影片每日更新.url']}, {'ed2k': b'\xff,5\xb4W\x1b\xf1\xb0\x16\x13=\x0c\xc1\xc5\xb56', 'filehash': 'b760813c2b6690123eb174b5561ce6b4a0b6e000', 'length': 1966849, 'path': ['HOTAVXXX、自由な成人映画、最も速く&最新ポルノ映画サイト.jpg'], 'path.utf-8': ['HOTAVXXX、自由な成人映画、最も速く&最新ポルノ映画サイト.jpg']}, {'ed2k': b'$\x13\xfd\\\x8b\xa5\xee=\xc0\xfb\x88\xff~\x03/\x18', 'filehash': 'dddbfe3e917739e1da7afcdd8a78e1a6677b6648', 'length': 235, 'path': ['QQ愛真人視頻交友聊天室.url'], 'path.utf-8': ['QQ愛真人視頻交友聊天室.url']}, {'ed2k': b'/\xe2\xcf\x1b\xc06\xea[\xda\x93\xb9\xd0\\\xc1\x14\x98', 'filehash': '715c4e653db4bb74bb7e40073d55113f512299e9', 'length': 628211, 'path': ['SIS001全面封殺.jpg'], 'path.utf-8': ['SIS001全面封殺.jpg']}, {'ed2k': b'\xf3\x19\x893\x8b\r\xc4\r\x99|W)\xf4\xce\x00J', 'filehash': 'c4eadc74cdbf36df8a66710f62932a60b1a0949a', 'length': 267, 'path': ['[城風 - C9]~成人精品長篇區 最新http一手資源.url'], 'path.utf-8': ['[城風 - C9]~成人精品長篇區 最新http一手資源.url']}, {'ed2k': b'r\xbab\x10i\xc4\x10<f$\x10+p\x84\xd2Z', 'filehash': 'c6a1cb245511e4013c7510220ce3a6d912f8290f', 'length': 217, 'path': ['dioguitar23(第六天魔王)@草榴社區.url'], 'path.utf-8': ['dioguitar23(第六天魔王)@草榴社區.url']}, {'ed2k': b'\xe4z.\xa4\xfa\x88h\xfe\x07\xedy\xc3\x13D\xe8\x7f', 'filehash': 'dddd22e1c4027a8e5c6cec98a4ef3dd29b951682', 'length': 229, 'path': ['dioguitar23@ HD1080.org.url'], 'path.utf-8': ['dioguitar23@ HD1080.org.url']}, {'ed2k': b'\xf9\xee!X\xb3\x9d\xd9\x104\xc52\xc4\x872&a', 'filehash': '7191792635319be376c5ff3edd251e7bda81d069', 'length': 267, 'path': ['dioguitar23@AV 天空.url'], 'path.utf-8': ['dioguitar23@AV 天空.url']}, {'ed2k': b'\xba\x18f&*y&\xf5H\xe8\x1f;8x\x1eA', 'filehash': 'd774c64c18ec44e607ba6825675e841332a0d4f4', 'length': 188, 'path': ['dioguitar23@D.C.資訊交流網.url'], 'path.utf-8': ['dioguitar23@D.C.資訊交流網.url']}, {'ed2k': b'\x91\x97\x15O\rxh\x7fa\xbf^\xbf \x187K', 'filehash': 'f06835576489512e2c4a3ff58a5c4a2fed3131a3', 'length': 174, 'path': ['dioguitar23@KTzone.url'], 'path.utf-8': ['dioguitar23@KTzone.url']}, {'ed2k': b"\xf7\xf1\x9c\xa0+\x15\xc5_\xdb2u'\x81\xcb\xefU", 'filehash': '25a54a9fdab494a60fdbd206089ee75c08913f24', 'length': 235, 'path': ['dioguitar23@SexInSex! Board.url'], 'path.utf-8': ['dioguitar23@SexInSex! Board.url']}, {'ed2k': b'\x10k\x08\xafU\xcb\x05\x8b\x0f\xf9\xaf\xcb\r\xdd\xf3\xc4', 'filehash': 'a9bb602e06bb33483a1960db95bc65b535831c5d', 'length': 1086, 'path': ['dioguitar23@公仔箱論壇.url'], 'path.utf-8': ['dioguitar23@公仔箱論壇.url']}, {'ed2k': b'6-*X\x12\xf3f\xbe\xd8q\x15\xbe\x91[\xee4', 'filehash': 'd19dd08e932c7db940491e5ac259c6ad0ff225c3', 'length': 188, 'path': ['dioguitar23@痴漢俱樂部.url'], 'path.utf-8': ['dioguitar23@痴漢俱樂部.url']}, {'ed2k': b'\x89\xe1CN\xef\xd1\x83\xc2\x8c?,|;\xdb\t\x10', 'filehash': '47255a6ce6a43dc9af1de780fcffd210de793bfd', 'length': 190, 'path': ['dioguitar23@香港廣場.url'], 'path.utf-8': ['dioguitar23@香港廣場.url']}, {'ed2k': b'\xaaJh&\x1f\x88\x93\xda\x9bL\xca\xd9\x9c+V\xa9', 'filehash': '168c3faa1f01a31b31c8d5a1bb7e699333e0bfe4', 'length': 226, 'path': ['dioguitar23_Plus28 討論區.url'], 'path.utf-8': ['dioguitar23_Plus28 討論區.url']}, {'ed2k': b"\x04k`{\x0b'\xee\x80\xb4\x8e\x91=\xa92\xaf\x95", 'filehash': 'c7181e934379905222bf363317d8ae8ddfb12eb4', 'length': 220, 'path': ['dioguitar23_Touch99.url'], 'path.utf-8': ['dioguitar23_Touch99.url']}, {'ed2k': b'\xaf\xbe+\xd5\xde\x96\xdc\xe0\xa8a\x18\x87b\x8d\xf6\x0c', 'filehash': 'a92caa360c647d14ae05655c6e43e9f28d7edcf5', 'length': 208, 'path': ['dioguitar23_WK綜合論壇.url'], 'path.utf-8': ['dioguitar23_WK綜合論壇.url']}, {'ed2k': b'\x05>\x9b.\nS\xb2\x9c&L\xbc5H\x82\xcc\xcb', 'filehash': '6fa079db3cafb196163e9a6b126f60a5d4aa85b1', 'length': 156, 'path': ['dioguitar23_mimip2p.url'], 'path.utf-8': ['dioguitar23_mimip2p.url']}, {'ed2k': b'\xc3|\x1fKA\xb7\xdd\xb9\x87\xd3}\x04\x8f}\xb3m', 'filehash': '1a709fb06ff75ced80995ab8fcdefa69744d7aa0', 'length': 229, 'path': ['dioguitar23_※=色界论坛=※ (开放注册） 色界论坛.url'], 'path.utf-8': ['dioguitar23_※=色界论坛=※ (开放注册） 色界论坛.url']}, {'ed2k': b'>\x13\x98U3q\xf6u\xe6\x06\xc4\xa4\x91\xb24\xc5', 'filehash': '350cdfa69ce763f8c2fad85e1f0f4323c3fb5dfa', 'length': 208, 'path': ['dioguitar23_九九情色帝国.url'], 'path.utf-8': ['dioguitar23_九九情色帝国.url']}, {'ed2k': b'E\x0c\x8a\xed5{\x00\xe6\xdb\xfc\x9b\xb1|U%\xf5', 'filehash': '384d925cb1da6605d49014622ed9f0b455efe343', 'length': 261, 'path': ['dioguitar23_性吧春暖花开,春暖花开性吧有你.url'], 'path.utf-8': ['dioguitar23_性吧春暖花开,春暖花开性吧有你.url']}, {'ed2k': b'\xefE\xbe\xc2\xcf(\xf5\xe3\x18\x04\xdan\x8f\x08j\xcf', 'filehash': '2509953b0831793667a904ee08229da3114835cf', 'length': 214, 'path': ['dioguitar23_找樂子論壇.url'], 'path.utf-8': ['dioguitar23_找樂子論壇.url']}, {'ed2k': b"QuDc'zc]\xcb\xeb\xc0\x86-\xfe\xa5\xf4", 'filehash': '2e92574d6c46add45048b08aa15b4eae132c2cc1', 'length': 235, 'path': ['dioguitar23_無限討論區.url'], 'path.utf-8': ['dioguitar23_無限討論區.url']}, {'ed2k': b'tf\xe0\xda\x8c&\x96A\x9d\x9e~P\xe9\xd6\x83\xdb', 'filehash': '6b2a83a72df99bd7f2a197cb6fd423a41e061b70', 'length': 138, 'path': ['hav.tv-新幹線ONLINE~慶祝開站包月對折優惠~免費影片天看到爽!!.url'], 'path.utf-8': ['hav.tv-新幹線ONLINE~慶祝開站包月對折優惠~免費影片天看到爽!!.url']}, {'ed2k': b'\'\xf0\x08\xf1 {\xa9"\x13//(\xc7o\x9d`', 'filehash': '226f0d140af4689833613f0f21a95608fff324ef', 'length': 4324384768, 'path': ['hotavxxx.com_DSAM-29.ISO'], 'path.utf-8': ['hotavxxx.com_DSAM-29.ISO']}, {'ed2k': b'\x92]\xef\x0b\xa5\xee\xff\xd9\xb9\xd2\xd2\xc2J\x9e\x1a\xdc', 'filehash': 'eb8316fc354049e3bc1fb251bf6928dc55ed157a', 'length': 131523, 'path': ['hotavxxx.com_DSAM-29.jpg'], 'path.utf-8': ['hotavxxx.com_DSAM-29.jpg']}, {'ed2k': b'0\xaf\xc8Q\xc9\xa3\xfb\xacn\xf4\xde\xc1\r\x9c\xda\xbd', 'filehash': 'aa6975d6341d2a079661c066eb5244ee0fd1aaff', 'length': 2254263, 'path': ['hotavxxx.com_DSAM-29A.jpg'], 'path.utf-8': ['hotavxxx.com_DSAM-29A.jpg']}, {'ed2k': b'\xa1\xaf\x1b\xd7\x84\xd2g\x87\x99>\x82\xec\x94j\xb1U', 'filehash': '7254c5e02a0119f38e9c0e7576a1d8ac04b59f67', 'length': 214, 'path': ['❤dioguitar23❤18P2P-2013年04月2日 18p2p開放註冊3天.url'], 'path.utf-8': ['❤dioguitar23❤18P2P-2013年04月2日 18p2p開放註冊3天.url']}, {'ed2k': b'\xe0\x82]\xe7\xe2\xc3\xe0\x9bn\x81\x1d\xa4\x0fr\x9f+', 'filehash': 'cad3021392437e48d35faa57861e8ce0a89a6a0d', 'length': 233, 'path': ['アジア表動画公開板 [城風 - C9].url'], 'path.utf-8': ['アジア表動画公開板 [城風 - C9].url']}, {'ed2k': b'\x9a\xdeh5D\x1e}5`FeM\xf3\xcf\x1dt', 'filehash': '37402d4e9e9fedb26ff5c833fbc399fb5462a4af', 'length': 168, 'path': ['京色屋~即日起大降價.一片只要30元起.藍光片只要150元.url'], 'path.utf-8': ['京色屋~即日起大降價.一片只要30元起.藍光片只要150元.url']}, {'ed2k': b'W\x9a\xf4E\x1d\xb0b(\x05_v\x00\xef\xe5\xe4\xe6', 'filehash': '6d6df82810c4aa00152c3912d28bc13b6589a780', 'length': 223, 'path': ['堂本屋 TW DMM~即日起大降價.一片只要30元起.藍光片只要150元.url'], 'path.utf-8': ['堂本屋 TW DMM~即日起大降價.一片只要30元起.藍光片只要150元.url']}, {'ed2k': b'\x83\x05t=\xda\x85\x84\xbc\x1c\xb3J\xac\x04\x94\xfea', 'filehash': '52dcc77f3f2aad3ffd1cf4af73157deb1aeb8f4c', 'length': 2994, 'path': ['更多精彩.rar'], 'path.utf-8': ['更多精彩.rar']}, {'ed2k': b'<\xf8Y\xfd\x08\x99.\xc5\xec\x0e\x03V\r\xb4%\x06', 'filehash': 'ab91ce91df44509574450c875435f3c2a7bf18cf', 'length': 226, 'path': ['金花娱乐城-澳门网上真人赌博，90后性感荷官24小时在线存提款（5分钟到账）.url'], 'path.utf-8': ['金花娱乐城-澳门网上真人赌博，90后性感荷官24小时在线存提款（5分钟到账）.url']}, {'ed2k': b'\xfc*"\xad\xdbva\xdf\xbf\x92\x0e\x83.\x08/\x84', 'filehash': 'b60f8d54f1756a04753905be9a9dc7982f33ad14', 'length': 235, 'path': ['魔王の家-情慾視界~最新最快的成人資訊平台 魔王の家,http--bbs.hotavxxx.com.url'], 'path.utf-8': ['魔王の家-情慾視界~最新最快的成人資訊平台 魔王の家,http--bbs.hotavxxx.com.url']}], 'name': 'DSAM-29-DVD', 'name.utf-8': 'DSAM-29-DVD', 'piece length': 1048576, 'pieces': ['557c428f62f38fe8ac8d11411bc9796abb28254d', '53effb4976edd7d32c9be7a0315bfd40ff93875e', 'c38ea041059367193bc3e9cc6fac40f67cfb377f', '63d640ba1942f834e4ec0340f84d8c0703a1f992', '8b783f6a2dc8ec649ad78acc8c49f892a8bf7663', '961a8f0b0cdfe010c979061082982c3548173948', '57dd2532983cf4d30bd442281d007ce0189b6eac', 'd858de50e2a5d5dd60945ac687baa159697d88cd', 'f7a262965c87d1c4d3cc10660176c4d063d16807', '43f7e4f982c4a47d94757071e8b280798d5fbfa9', ...
    + + +
    + +
    +
    +
    + + +
    + + + #bitTorrent + + #protocol + + #p2p + +
    + +
    + + + + + +
    +
    +
    BitTorrent协议（六）之种子嗅探器
    +
    https://threelambda.com/2019/02/18/2019-2-18-bt-6/
    +
    +
    + +
    +
    作者
    +
    Ming Yang
    +
    + + +
    +
    发布于
    +
    2019年2月18日
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    + + + +
    +
    许可协议
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    +
    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/zh-hans/2019/04/28/2019-4-28-byte-to-string-and-back/index.html b/zh-hans/2019/04/28/2019-4-28-byte-to-string-and-back/index.html new file mode 100644 index 00000000..2ce35577 --- /dev/null +++ b/zh-hans/2019/04/28/2019-4-28-byte-to-string-and-back/index.html @@ -0,0 +1,685 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Java语言中bytes convert to string and back not equal - CodeCraft + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + + +
    + + + + + + +
    + +
    + +
    + + + +
    +
    +
    + + +
    + +
    +
    +
    +
    +

    Java语言中bytes convert to string and back not equal

    + + +
    + +

    问题

    用google搜索关键词”java bytes to string and back not equal”，第一个就是我说的这个问题。 +什么意思呢？就是在java中，bytes转化为string之后，再转换回bytes的时候，发现不相同了。 +但是Go语言就没有这个问题哦。

    + + +

    运行如下java代码

    +
    1
    2
    3
    4
    byte[] a = new byte[]{(byte) 0xc0, (byte) 0xa8, (byte) 0x00, (byte) 0x01, (byte) 0x04, (byte) 0x38};
    System.out.println(ByteBufUtil.hexDump(a));
    String s = new String(a);
    System.out.println(ByteBufUtil.hexDump(s.getBytes()));
    + +

    输出的结果如下：

    +
    1
    2
    c0a800010438
    efbfbdefbfbd00010438
    + +

    分析

    bytes转化为string类型，本质上要选择一种编码。那么选择的是什么呢？ +我们看看new String()执行的代码。通过跟踪，可以看到，使用了默认的编码。 +csn为UTF-8。

    +
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    static char[] decode(byte[] ba, int off, int len) {
        String csn = Charset.defaultCharset().name();
        try {
            // use charset name decode() variant which provides caching.
            return decode(csn, ba, off, len);
        } catch (UnsupportedEncodingException x) {
            warnUnsupportedCharset(csn);
        }
        try {
            return decode("ISO-8859-1", ba, off, len);
        } catch (UnsupportedEncodingException x) {
            // If this code is hit during VM initialization, MessageUtils is
            // the only way we will be able to get any kind of error message.
            MessageUtils.err("ISO-8859-1 charset not available: "
                             + x.toString());
            // If we can not find ISO-8859-1 (a required encoding) then things
            // are seriously wrong with the installation.
            System.exit(1);
            return null;
        }
    }
    + +

    因为通常java编译的时候的默认编码是UTF-8。 +那么如何保证转化为字符串还能够转换回来呢？

    +

    一种方法是使用ISO-8859-1。例如，

    +
    1
    2
    3
    4
    byte[] a = new byte[]{(byte) 0xC0, (byte) 0xa8, (byte) 0x00, (byte) 0x01, (byte) 0x04, (byte) 0x38};
    System.out.println(ByteBufUtil.hexDump(a));
    String s = new String(a, Charset.forName("ISO-8859-1"));
    System.out.println(ByteBufUtil.hexDump(s.getBytes(Charset.forName("ISO-8859-1"))));
    +

    结果是相等的。

    +
    1
    2
    c0a800010438
    c0a800010438
    + +

    Go语言没有这个问题

    Go语言则对这个问题解决的非常好。

    +
    1
    2
    3
    4
    5
    a := []byte{0xc0, 0xa8, 0x00, 0x01, 0x04, 0x38}
    fmt.Println(a)
    s := string(a)
    b := []byte(s)
    fmt.Println(b)
    +

    运行结果是相等的。

    +
    1
    2
    [192 168 0 1 4 56]
    [192 168 0 1 4 56]
    + + +
    + +
    +
    +
    + + +
    + + + #java + + #golang + +
    + +
    + + + + + +
    +
    +
    Java语言中bytes convert to string and back not equal
    +
    https://threelambda.com/2019/04/28/2019-4-28-byte-to-string-and-back/
    +
    +
    + +
    +
    作者
    +
    Ming Yang
    +
    + + +
    +
    发布于
    +
    2019年4月28日
    +
    + + + +
    +
    许可协议
    +
    + + + + + + + + + + +
    +
    + +
    +
    +
    + + + + +
    + + +
    + +
    + + +
    +
    +
    +
    + +
    + + + + +
    +
    +
    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/zh-hans/2019/11/19/debug-k3s/index.html b/zh-hans/2019/11/19/debug-k3s/index.html new file mode 100644 index 00000000..c6386387 --- /dev/null +++ b/zh-hans/2019/11/19/debug-k3s/index.html @@ -0,0 +1,682 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + 使用delve调试K3s - CodeCraft + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + + +
    + + + + + + +
    + +
    + +
    + + + +
    +
    +
    + + +
    + +
    +
    +
    +
    +

    使用delve调试K3s

    + + +
    + +

    k3s是什么

    K3s是什么？k8s的精简版。编译之后执行程序大小不到50M。 +可以用在物联网的边缘计算侧。如果想深入了解k8s，那么k3s是个很好的起点。 +那么如果能够断点调试k3s，就更好了。下面我们来看看怎么做。

    + + +

    步骤

      +
    • 建议使用linux 64位操作系统。这样可以native构建。
      • +
    • 建议性能好一些的机器，虚拟机编译会很慢
      • +
    • 建议安装好docker
      • +
    • 配置好go的环境，设置GOPATH，同时把$GOPATH/bin加入到PATH
      • +
    • 安装Goland这个集成开发环境
      • +
    • 从github克隆k3s的代码，加上depth参数则不下载历史，速度会快很多
      1
      $ git clone --depth 1 https://github.com/rancher/k3s.git $GOPATH/src/github.com/rancher/k3s
      • +
    • 安装delve的debug工具。完成之后会生成可执行文件$GOPATH/bin/dlv
      1
      2
      3
      $ git clone --depth 1 https://github.com/go-delve/delve.git $GOPATH/src/github.com/go-delve/delve
      $ cd $GOPATH/src/github.com/go-delve/delve
      $ make install
      • +
    • 构建含有调试信息的可执行文件k3s,所在路径是$GOPATH/src/github.com/rancher/k3s/
      1
      2
      $ cd $GOPATH/src/github.com/rancher/k3s
      $ go build -gcflags "all=-N -l" -o k3s
      • +
    • 用delve执行。这时候线程会监听2345的远程调试接入。
      1
      2
      $ cd $GOPATH/src/github.com/rancher/k3s
      $ dlv --listen=:2345 --headless=true --api-version=2 exec -- ./k3s server --docker --disable-agent
      • +
    • Goland中添加k3s项目。项目根路径为$GOPATH，然后配置增加一个remote调试。在运行之前，在main.go上打一个断点。
      • +
    +

    运行远程调试之后，成功。 +remote-debug

    + + +
    + +
    +
    +
    + + +
    + + + #k3s + + #delve + + #golang + +
    + +
    + + + + + +
    +
    +
    使用delve调试K3s
    +
    https://threelambda.com/2019/11/19/debug-k3s/
    +
    +
    + +
    +
    作者
    +
    Ming Yang
    +
    + + +
    +
    发布于
    +
    2019年11月19日
    +
    + + + +
    +
    许可协议
    +
    + + + + + + + + + + +
    +
    + +
    +
    +
    + + + + +
    + + +
    + +
    + + +
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    + +
    + + + + +
    +
    +
    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/zh-hans/2020/03/09/connect-kafka/index.html b/zh-hans/2020/03/09/connect-kafka/index.html new file mode 100644 index 00000000..48adceba --- /dev/null +++ b/zh-hans/2020/03/09/connect-kafka/index.html @@ -0,0 +1,723 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + docker容器内访问mac主机的kafka - CodeCraft + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + + +
    + + + + + + +
    + +
    + +
    + + + +
    +
    +
    + + +
    + +
    +
    +
    +
    +

    docker容器内访问mac主机的kafka

    + + +
    + +

    从容器内访问主机的kafka

    我最近遇到这样一个需求，需要从容器内的ClickHouse访问安装在mac主机的kafka。这个问题似乎很简单， +因为在windows上，虚拟机可以和host组成一个局域网，因此kafka只要绑定此网段的ip地址即可。 +但是在我的mac主机下，这个方案行不通。

    + + +

    有几个原因，

    +
      +
    1. ClickHouse无法直接安装在mac上，需要编译（当然8G内存也可以编译，但是ninja需要限制job数量，要花很长时间）。
      2. +
    2. 我的mac内存只有8G，使用vbox根本不可能，只能使用docker。
      3. +
    3. 有现成的镜像，直接可以启动。并且host上可以直接连接ClickHouse。
      4. +
    +

    难点就在于容器和host根本不在一个网段。

    +

    解决步骤

      +
    1. 修改主机上的kafka的相关配置如下
      2. +
    +
    1
    2
    3
    listeners=PLAINTEXT://0.0.0.0:9092

    advertised.listeners=PLAINTEXT://host.docker.internal:9092
    + +
      +
    1. /etc/hosts文件添加
      2. +
    +
    1
    127.0.0.1       host.docker.internal
    + +
      +
    1. 在容器内，访问host.docker.internal:9092
      2. +
    +

    原理

    docker desktop for mac会默认提供一个域名host.docker.internal给容器内 +的应用访问主机的服务。所以，如果主机上启动一个rest服务localhost:8080，则容器内可以通过 +host.docker.internal:8080直接访问。

    +

    但是如果kafka只是配置为

    +
    1
    listeners=PLAINTEXT://localhost:9092
    +

    想直接访问kafka的broker则是不行的。我们会发现，在容器内，telnet host.docker.internal 9092是通的。这是为什么呢？

    +

    想要连接kafka的broker会进行基本的两步交互。

    +
      +
    1. client访问broker的地址”A”，然后broker会发送回去一个advertised地址”B”
      2. +
    2. client接收到地址”B”，然后尝试访问”B”
      3. +
    +

    如果不设置advertised.listeners，那么默认等于listeners的值。

    +

    所以对于这样的设置 +B=A=PLAINTEXT://localhost:9092。容器内尝试访问”host.docker.internal:9092”，则会这样子，

    +
      +
    1. 容器内访问host.docker.internal:9092，接收到地址B=PLAINTEXT://localhost:9092
      2. +
    2. 然后访问地址localhost:9092，失败。
      3. +
    +

    而如果在主机上访问则显然是成功的。

    +

    而我们的解决方法配置是这样的 +A=PLAINTEXT://localhost:9092, B=PLAINTEXT://host.docker.internal:9092

    +

    所以如果容器内访问的过程就是，

    +
      +
    1. 容器内访问host.docker.internal:9092，接收到地址B=PLAINTEXT://host.docker.internal:9092
      2. +
    2. 然后访问host.docker.internal:9092，成功。
      3. +
    +

    而主机上的过程是，

    +
      +
    1. 主机上访问localhost:9092,接收到地址B=PLAINTEXT://host.docker.internal:9092
      2. +
    2. 然后访问host.docker.internal:9092，根据/etc/hosts的域名解析为127.0.0.1:9092，成功。
      3. +
    +

    测试

    我这里用kafkacat测试，实际上容器内的应用可以使用其他kafka客户端。

    +

    连接broker,并显示metadata

    +
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    root@bb6b85562200:/# kafkacat -b host.docker.internal:9092 -L
    Metadata for all topics (from broker 0: host.docker.internal:9092/0):
     1 brokers:
      broker 0 at host.docker.internal:9092
     8 topics:
      topic "test-topic" with 1 partitions:
        partition 0, leader 0, replicas: 0, isrs: 0
      topic "flink-test" with 1 partitions:
        partition 0, leader 0, replicas: 0, isrs: 0
      topic "__consumer_offsets" with 50 partitions:
        partition 0, leader 0, replicas: 0, isrs: 0
        partition 10, leader 0, replicas: 0, isrs: 0
    ...
    ...
    + +

    显示消息

    +
    1
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    ^Croot@bb6b85562200:/# kafkacat -b host.docker.internal:9092 -C -t flink-test -o beginning
    {seqNo: 1, eventTs: 1583739799986, id: even偶数, value: 4.57}
    % Reached end of topic flink-test [0] at offset 1
    + + +
    + +
    +
    +
    + + +
    + + + #kafka + + #container + + #docker + +
    + +
    + + + + + +
    +
    +
    docker容器内访问mac主机的kafka
    +
    https://threelambda.com/2020/03/09/connect-kafka/
    +
    +
    + +
    +
    作者
    +
    Ming Yang
    +
    + + +
    +
    发布于
    +
    2020年3月9日
    +
    + + + +
    +
    许可协议
    +
    + + + + + + + + + + +
    +
    + +
    +
    +
    + + + + +
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    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/zh-hans/2020/07/06/run-ingress-example-on-mac/index.html b/zh-hans/2020/07/06/run-ingress-example-on-mac/index.html new file mode 100644 index 00000000..5d83b2ac --- /dev/null +++ b/zh-hans/2020/07/06/run-ingress-example-on-mac/index.html @@ -0,0 +1,705 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + 在mac下跑一个Ingress的例子 - CodeCraft + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
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    +
    +

    在mac下跑一个Ingress的例子

    + + +
    + +

    Ingress是什么

    在Kubernetes中，Ingress是一个对象，该对象允许从Kubernetes集群外部访问Kubernetes服务。 您可以 +通过创建一组规则来配置访问权限，这些规则定义了哪些入站连接可以访问哪些服务。

    + + +

    这里有篇文章很好的说明了Ingress，并给出了例子 —— Kubernetes Ingress with Nginx Example

    +

    但是要想跑一下，首先要有一个k8s集群。下面首先在mac上安装一个k8s集群。

    +

    在mac上安装k8s集群

    我的mbp的配置是8G内存。

    +
      +
    1. 下载Docker.dmg。
      2. +
    2. 从这里下载搭建k8s所需要的镜像——https://github.com/gotok8s/k8s-docker-desktop-for-mac +使用的方法就是如下，我用的docker desktop的kubernates的版本是1.19.3所以，相应的要把文件images中的版本号进行修改，以匹配。
      1
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      $ git clone https://github.com/gotok8s/k8s-docker-desktop-for-mac.git
      $ cd k8s-docker-desktop-for-mac
      $ cat images
      k8s.gcr.io/kube-proxy:v1.19.3=gotok8s/kube-proxy:v1.19.3
      k8s.gcr.io/kube-controller-manager:v1.19.3=gotok8s/kube-controller-manager:v1.19.3
      k8s.gcr.io/kube-scheduler:v1.19.3=gotok8s/kube-scheduler:v1.19.3
      k8s.gcr.io/kube-apiserver:v1.19.3=gotok8s/kube-apiserver:v1.19.3
      k8s.gcr.io/coredns:1.7.0=gotok8s/coredns:1.7.0
      k8s.gcr.io/pause:3.2=gotok8s/pause:3.2
      k8s.gcr.io/etcd:3.4.13-0=gotok8s/etcd:3.4.13-0
      $ ./load_images.sh
      3. +
    3. 启动docker desktop，并在dashboard中修改docker使用的资源大小。我分配了5G， +交换内存设置为4G，cpu数量为3
      4. +
    4. 勾选Enable Kubernetes和Show system containers (advanced)，启动，然后耐心等待。
      5. +
    +

    需要等待的时间比较长，因为还会下载多个镜像,如docker/desktop-kubernetes等等。

    +

    安装ingress-nginx-controller

    我们从ingress-nginx的官网可以看到不同的安装方式，对于 Docker for Mac，一行命令搞定

    +
    1
    kubectl apply -f https://raw.githubusercontent.com/kubernetes/ingress-nginx/master/deploy/static/provider/cloud/deploy.yaml
    + +

    这个需要下载镜像quay.io/kubernetes-ingress-controller/nginx-ingress-controller，所以也需要时间。直到看到如下pods

    +
    1
    2
    3
    ingress-nginx   ingress-nginx-admission-create-frllm       0/1     Completed   0          56m
    ingress-nginx   ingress-nginx-admission-patch-gbwpd        0/1     Completed   0          56m
    ingress-nginx   ingress-nginx-controller-8f7b9d799-c67xw   1/1     Running     2          56m
    + +

    跑一个Ingress的例子

    Kubernetes Ingress with Nginx Example中的yaml文件需要外网才能看到。

    +

    我在此列出三个yaml文件

    +

    apple.yaml:

    +
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    kind: Pod
    apiVersion: v1
    metadata:
      name: apple-app
      labels:
        app: apple
    spec:
      containers:
        - name: apple-app
          image: hashicorp/http-echo
          args:
            - "-text=apple"

    ---

    kind: Service
    apiVersion: v1
    metadata:
      name: apple-service
    spec:
      selector:
        app: apple
      ports:
        - port: 5678 # Default port for image
    + +

    banana.yaml :

    +
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    kind: Pod
    apiVersion: v1
    metadata:
      name: banana-app
      labels:
        app: banana
    spec:
      containers:
        - name: banana-app
          image: hashicorp/http-echo
          args:
            - "-text=banana"

    ---

    kind: Service
    apiVersion: v1
    metadata:
      name: banana-service
    spec:
      selector:
        app: banana
      ports:
        - port: 5678 # Default port for image
    + +

    ingress.yaml:

    +
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    apiVersion: extensions/v1beta1
    kind: Ingress
    metadata:
      name: example-ingress
      annotations:
        ingress.kubernetes.io/rewrite-target: /
    spec:
      rules:
      - http:
          paths:
            - path: /apple
              backend:
                serviceName: apple-service
                servicePort: 5678
            - path: /banana
              backend:
                serviceName: banana-service
                servicePort: 5678
    + +

    执行命令，等待一下。因为要下载一个镜像“jettech/kube-webhook-certgen”

    +
    1
    2
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    $ kubectl apply -f apple.yaml
    $ kubectl apply -f banana.yaml
    $ kubectl create -f ingress.yaml
    + +

    查看ingress

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    $ kubectl describe ingress -n default example-ingress
    Name:             example-ingress
    Namespace:        default
    Address:          localhost
    Default backend:  default-http-backend:80 (<error: endpoints "default-http-backend" not found>)
    Rules:
      Host        Path  Backends
      ----        ----  --------
      *           
                  /apple    apple-service:5678 (10.1.0.30:5678)
                  /banana   banana-service:5678 (10.1.0.28:5678)
    Annotations:  ingress.kubernetes.io/rewrite-target: /
    Events:
      Type    Reason  Age   From                      Message
      ----    ------  ----  ----                      -------
      Normal  CREATE  45m   nginx-ingress-controller  Ingress default/example-ingress
      Normal  UPDATE  44m   nginx-ingress-controller  Ingress default/example-ingress
      Normal  CREATE  14m   nginx-ingress-controller  Ingress default/example-ingress
    + +

    最后测试

    +
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    10

    $ curl -kL http://localhost/apple
    apple

    $ curl -kL http://localhost/banana
    banana

    $ curl -kL http://localhost/notfound
    default backend - 404

    + + +
    + +
    +
    +
    + + +
    + + + #docker + + #k8s + + #ingress + + #mac + +
    + +
    + + + + + +
    +
    +
    在mac下跑一个Ingress的例子
    +
    https://threelambda.com/2020/07/06/run-ingress-example-on-mac/
    +
    +
    + +
    +
    作者
    +
    Ming Yang
    +
    + + +
    +
    发布于
    +
    2020年7月6日
    +
    + + + +
    +
    许可协议
    +
    + + + + + + + + + + +
    +
    + +
    +
    +
    + + + + +
    + + +
    + +
    + + +
    +
    +
    +
    + +
    + + + + +
    +
    +
    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/zh-hans/2020/08/14/write-file-with-spring-integration/index.html b/zh-hans/2020/08/14/write-file-with-spring-integration/index.html new file mode 100644 index 00000000..b0b3f997 --- /dev/null +++ b/zh-hans/2020/08/14/write-file-with-spring-integration/index.html @@ -0,0 +1,681 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + 基于Spring Integration实现文件写入 - CodeCraft + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + + +
    + + + + + + +
    + +
    + +
    + + + +
    +
    +
    + + +
    + +
    +
    +
    +
    +

    基于Spring Integration实现文件写入

    + + +
    + +

    Spring Integration是什么

    Spring Integration是一个出现了10年的技术。随便搜索一下，就能看到历史的久远，但是实际项目中用的人很少？原因是什么呢？

    + + +

    难！很难！

    +

    因为Spring Integration已经是一套DSL了。所以学习它就是学习一种新的语言，一种新的编程范式。

    +

    写入文件

    就拿最简单的一个使用，如何写入一个文件，Google了几遍只能找到Spring的官方文档中的例子。如下

    +
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    @SpringBootApplication
    @IntegrationComponentScan
    public class FileWritingJavaApplication {

        public static void main(String[] args) {
            ConfigurableApplicationContext context =
                          new SpringApplicationBuilder(FileWritingJavaApplication.class)
                                  .web(false)
                                  .run(args);
                 MyGateway gateway = context.getBean(MyGateway.class);
                 gateway.writeToFile("foo.txt", new File(tmpDir.getRoot(), "fileWritingFlow"), "foo");
        }

        @Bean
        @ServiceActivator(inputChannel = "writeToFileChannel")
        public MessageHandler fileWritingMessageHandler() {
             Expression directoryExpression = new SpelExpressionParser().parseExpression("headers.directory");
             FileWritingMessageHandler handler = new FileWritingMessageHandler(directoryExpression);
             handler.setFileExistsMode(FileExistsMode.APPEND);
             return handler;
        }

        @MessagingGateway(defaultRequestChannel = "writeToFileChannel")
        public interface MyGateway {

            void writeToFile(@Header(FileHeaders.FILENAME) String fileName,
                           @Header(FileHeaders.FILENAME) File directory, String data);

        }
    }
    + +

    可是一运行发现根本跑不起来，而且问题不止一处。

    +

    完整的例子

    我先给出修改后的可以正常运行的代码吧。可以和上面的比较一下，差别有好几处。

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    @Configuration
    @IntegrationComponentScan
    public class FileWriteConfig {

        @Bean
        public MessageChannel writeToFileChannel() {
            DirectChannel directChannel = new DirectChannel();
            directChannel.subscribe(fileWritingMessageHandler());
            return directChannel;
        }

        @Bean
        public MessageHandler fileWritingMessageHandler() {
            Expression directoryExpression = new SpelExpressionParser().parseExpression("headers.directory");
            FileWritingMessageHandler handler = new FileWritingMessageHandler(directoryExpression);
            handler.setFileExistsMode(FileExistsMode.REPLACE);
            //https://stackoverflow.com/questions/29274479/spring-integration-no-output-channel-or-replychannel-header-available
            handler.setExpectReply(false);
            return handler;
        }

        @MessagingGateway(defaultRequestChannel = "writeToFileChannel")
        public interface FileWriteGateway {

            void writeToFile(@Header(FileHeaders.FILENAME) String fileName,
                             @Header("directory") File directory,
                             String data);

        }

    }
    + +

    然后写一个测试。

    +
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    @RunWith(SpringRunner.class)
    @SpringBootTest(classes = Application.class)
    @WebAppConfiguration
    public class FileWriteGatewayTest {

        @SuppressWarnings("SpringJavaInjectionPointsAutowiringInspection")
        @Autowired
        FileWriteConfig.FileWriteGateway gateway;


        @Test
        public void test(){
            gateway.writeToFile("foo.txt", new File("/Users/ym/tmp/"), "fff");
        }

    }
    + +

    用法非常简单。但是配置却花了好长时间。但是只有通过使用才能慢慢理解这个框架。

    +

    写代码是不是像搭积木，像玩magspace。

    + + +
    + +
    +
    +
    + + +
    + + + #spring + + #integration + + #write + + #file + +
    + +
    + + + + + +
    +
    +
    基于Spring Integration实现文件写入
    +
    https://threelambda.com/2020/08/14/write-file-with-spring-integration/
    +
    +
    + +
    +
    作者
    +
    Ming Yang
    +
    + + +
    +
    发布于
    +
    2020年8月14日
    +
    + + + +
    +
    许可协议
    +
    + + + + + + + + + + +
    +
    + +
    +
    +
    + + + + +
    + + +
    + +
    + + +
    +
    +
    +
    + +
    + + + + +
    +
    +
    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/zh-hans/2020/09/08/remote-debug-with-clion/index.html b/zh-hans/2020/09/08/remote-debug-with-clion/index.html new file mode 100644 index 00000000..d5fa71a1 --- /dev/null +++ b/zh-hans/2020/09/08/remote-debug-with-clion/index.html @@ -0,0 +1,704 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + 基于CLion和gdbserver实现远程调试c程序 - CodeCraft + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + + +
    + + + + + + +
    + +
    + +
    + + + +
    +
    +
    + + +
    + +
    +
    +
    +
    +

    基于CLion和gdbserver实现远程调试c程序

    + + +
    + +

    远程调试c程序

    最近基于tsar（阿里开源的一个基于c语言的监控程序）做二次开发， +因为以前从来没有在工作中写过c，所以这个简单的工作花了两周时间，期间用gdb进行调试，用valgrind检查内存泄漏。 +但是最让我不舒服的就是gdb调试了，虽然gdb很给力，但是毕竟由奢入俭难，之前写Java，Python，Go都是可以用IDE进行 +debug的。有图形化界面还是效率高很多，而对于新手，能够方便的debug源码就可以快速的理解项目。

    +

    那么怎么办呢？

    + + + +

    CLion

    我一直以为CLion可以很好的理解cmake项目，但是对于大量的基于makefile编译的项目，则不能很好的解析，所以也无法利用CLion +进行代码调试。

    +

    但是并不是这样，虽然CLion无法理解代码中各种符号之间的依赖关系，但是调试只要有debug info和源码就可以进行图形化调试。

    +

    参考CLion远程开发的Remote GDB Server，很简单就实现了。

    +

    远程调试tsar

      +

    1. mac下安装了CLion，linux下编译tsar。 +在mac下，tsar项目源码路径——/Users/ym/work/operation +在linux下为,tsar项目源码路径——/home/keyvalue/ym/operation

      +
      2. +

    2. 在CLion下创建一个GDB remote debug配置。 +参数配置：

      +
      3. +
    +
      +

    • target remote args
      10.4.104.153:1234 # 这是gdbserver的ip:port

      +
      • +

    • path mappings +remote path为/home/keyvalue/ym/operation，local path为/Users/ym/work/operation

      +
      • +
    +

    gdb remote debug config

    +
      +

    1. 在linux下运行命令

      +
      1
      2
      3
      $ sudo gdbserver :1234 src/tsar --cron
      Process src/tsar created; pid = 10216
      Listening on port 1234
      +
      2. +

    2. CLion下启动之前的GDB remote debug配置，就可以愉快的断点调试了。

      +
      3. +
    +

    tsar remote debug

    + + +
    + +
    +
    +
    + + +
    + + + #debug + + #CLion + + #gdb + + #remote + +
    + +
    + + + + + +
    +
    +
    基于CLion和gdbserver实现远程调试c程序
    +
    https://threelambda.com/2020/09/08/remote-debug-with-clion/
    +
    +
    + +
    +
    作者
    +
    Ming Yang
    +
    + + +
    +
    发布于
    +
    2020年9月8日
    +
    + + + +
    +
    许可协议
    +
    + + + + + + + + + + +
    +
    + +
    +
    +
    + + + + +
    + + +
    + +
    + + +
    +
    +
    +
    + +
    + + + + +
    +
    +
    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/zh-hans/2020/10/09/x509-ca/index.html b/zh-hans/2020/10/09/x509-ca/index.html new file mode 100644 index 00000000..e2299b76 --- /dev/null +++ b/zh-hans/2020/10/09/x509-ca/index.html @@ -0,0 +1,714 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + 自建根证书，中间证书和Server端X.509证书并搭建nginx验证Server端证书有效性 - CodeCraft + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + + +
    + + + + + + +
    + +
    + +
    + + + +
    +
    +
    + + +
    + +
    +
    +
    +
    +

    自建根证书，中间证书和Server端X.509证书并搭建nginx验证Server端证书有效性

    + + +
    + +

    X.509证书的颁发和使用

    X.509证书是用来认证身份的，例如在访问一个HTTPS网站的时候，浏览器会首先下载该网站 +的证书，验证是否有效。如果无效，浏览器会提示您的连接不是私密连接，进一步访问网站有风险。 +如果有效则可以直接访问，不会告警。

    +

    浏览器怎么验证网站证书是否有效呢？简单说就是看网站证书的颁发机构是不是已经被操作系统信任，即看 +颁发机构的身份证书是否已经安装到操作系统里，并被设置为信任。

    +

    那么我们接下来做的事情就是在mac系统上验证浏览器的上述行为。

    + + +

    验证步骤，

    +
      +
    1. 生成根证书，中间证书和Server端证书(即用户证书)
      2. +
    2. 本机搭建nginx服务器，并设置Server端证书（！！注意此时未安装根证书到操作系统）
      3. +
    3. 浏览器访问https://localhost，出现告警提示
      4. +
    4. 把根证书和中间证书安装到操作系统，并设置根证书为永久信任
      5. +
    5. 重新访问https://localhost，正常，没有出现告警。
      6. +
    +

    第一步，生成根证书，中间证书和Server端证书

    颁发机构通常会有根机构和中间机构，根机构的证书自己签发自己，中间机构的证书由根机构签发，而Server端证书由中间机构签发。本人参考以下三篇文章创建了根证书，中间证书和Server端证书。

    + +

    不过需要注意的是，Server端证书有效期不要太长，否则即使安装了根证书也会告警。

    +

    第二步，本机搭建nginx服务器，并设置Server端证书

    mac下安装nginx很简单

    +
    1
    brew install nginx
    +

    然后修改/usr/local/etc/nginx/nginx.conf文件，在server里添加三行

    +
    1
    2
    3
    listen       443    ssl;
    ssl_certificate /Users/ym/tmp/myca/localhost/certs/localhost.cert.pem;
    ssl_certificate_key /Users/ym/tmp/myca/localhost/private/localhost.key.pem;
    + +

    启动nginx

    +
    1
    brew sevices start nginx
    + +

    第三步，浏览器访问https://localhost

    显示告警信息 +invalid-certificate

    +

    第四步，把根证书和中间证书安装到操作系统，并设置根证书为永久信任

    在mac系统下，点击lauchpad，并搜索钥匙串访问。可以看到登录下安装的证书。 +在finder中打开根证书和中间证书，可以添加到登录账号下。 +只需要设置根证书为永久信任即可。以为中间证书是由根证书签发的。 +以下是已经安装的根证书 +root-ca-crt

    +

    以下是已经安装的中间证书 +mid-ca-crt

    +

    第五步， 重新访问https://localhost

    重新访问https://localhost。正常。

    +

    valid-crt

    + + +
    + +
    +
    +
    + + +
    + + + #certificate + + #X.509 + + #nginx + + #openssl + + #ssl + +
    + +
    + + + + + +
    +
    +
    自建根证书，中间证书和Server端X.509证书并搭建nginx验证Server端证书有效性
    +
    https://threelambda.com/2020/10/09/x509-ca/
    +
    +
    + +
    +
    作者
    +
    Ming Yang
    +
    + + +
    +
    发布于
    +
    2020年10月9日
    +
    + + + +
    +
    许可协议
    +
    + + + + + + + + + + +
    +
    + +
    +
    +
    + + + + +
    + + +
    + +
    + + +
    +
    +
    +
    + +
    + + + + +
    +
    +
    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/zh-hans/2020/11/08/asn-1/index.html b/zh-hans/2020/11/08/asn-1/index.html new file mode 100644 index 00000000..9ed2e70f --- /dev/null +++ b/zh-hans/2020/11/08/asn-1/index.html @@ -0,0 +1,769 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + ASN.1语言规范介绍 - CodeCraft + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + + +
    + + + + + + +
    + +
    + +
    + + + +
    +
    +
    + + +
    + +
    +
    +
    +
    +

    ASN.1语言规范介绍

    + + +
    + +

    ASN.1介绍

    X.509证书常用的编码方式有DER格式和PEM格式。证书是一个对象的话，那么需要一个描述这个对象的语言。ASN.1就是这样的一个语言规范。而DER是ASN.1编码的一种方式。如果要解析DER编码文件，就需要了解ASN.1语言规范的编解码。

    + + +

    ASN.1（Abstract Syntax Notation One）是OSI（Open Source Interconnection）使用的描述对象的语言规范。OSI是X.200中定义的。而ASN.1是X.208中描述的。

    +

    下面是一个ASN.1的例子

    +
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    Foo DEFINITIONS ::= BEGIN

        Question ::= SEQUENCE {
            id        INTEGER,
            question  IA5String
        }

        Answer ::= SEQUENCE {
            id        INTEGER,
            answer    BOOLEAN
        }

    END
    + +

    以一个证书分析ASN.1语法

    以下是一个PEM格式的证书。

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    65
    -----BEGIN CERTIFICATE-----

    MIIFwTCCA6mgAwIBAgIUNQk34EiXUjqgxnfhOZtv6zxIiekwDQYJKoZIhvcNAQEN

    BQAwcDELMAkGA1UEBhMCQ04xEDAOBgNVBAgMB0JlaWppbmcxEDAOBgNVBAcMB0Jl

    aWppbmcxEDAOBgNVBAoMB2V4YW1wbGUxETAPBgNVBAsMCFBlcnNvbmFsMRgwFgYD

    VQQDDA9yZXBvLmVubmlvdC5uZXQwHhcNMjAwODExMDMwMzE0WhcNMzAwODA5MDMw

    MzE0WjBwMQswCQYDVQQGEwJDTjEQMA4GA1UECAwHQmVpamluZzEQMA4GA1UEBwwH

    QmVpamluZzEQMA4GA1UECgwHZXhhbXBsZTERMA8GA1UECwwIUGVyc29uYWwxGDAW

    BgNVBAMMD3JlcG8uZW5uaW90Lm5ldDCCAiIwDQYJKoZIhvcNAQEBBQADggIPADCC

    AgoCggIBAN6xDFkixeboRBjaVLi1/IjCfHvGS2xGihWrx2dN9jXIZWQqU2Lw8rLy

    yzrnzSEJDRcUFGaXpRagHTYJPhcr31Sa4OkCsoorwElagcOOPQXAc1A87vBk1+r/

    3eQu+IPGjr+3DU/yqNNuaq0CZgDDww9ttbyTb8JxZweXdAMjK0D7LiNCkpvwM1l6

    ylVl9o5+ACA34qb81IyVAsGFSHP/ukcFIaC79Zf/7p3Tjm4uRkAdtQYJGwA0Oafk

    HbPaPLOHPJdi+3+a/OmmBJamxyWXF9pJ/BRrxFrqtssnAhIyPsNqKsPDCknJOzwS

    6vdTVsuMkLMUbc0OK1dSIulXxZaea+jXcZMYWUA4ZDNdo1SrMg3Vvj/CrLWgm7b0

    T1Wb8tXsr2NUNoacMzDgN41Kz7Ht57LQURaFf9rzjqACHVYfj/Ad8/PmgA6V3Dc3

    gvMvqOoyp2iic1xQ2GcIItHvqD4YwBSdtyxJc1N5llNBF7A6+JWVc0kJpOQCDKVb

    U+0Py6ugnbb/pQ89/4zXXWyuTQO0BGULoHCo0++eF+pLcW6LstQNSUYxYRr4tmLr

    sbUJFPoFcHXdQ9F8I2rBXdKCePHDBPQ2HexhANUWnRQdjtnYG9UQRQaDVKiCXUMj

    9f6ixjN9DAz+SqndPksE0Ux0cgfkTEfi9N+5c7rCxzZYgH8UlFiDAgMBAAGjUzBR

    MB0GA1UdDgQWBBRaOW9HUg7eACHGDuPMcc/k7nPmbjAfBgNVHSMEGDAWgBRaOW9H

    Ug7eACHGDuPMcc/k7nPmbjAPBgNVHRMBAf8EBTADAQH/MA0GCSqGSIb3DQEBDQUA

    A4ICAQCu1kx2rnRp9oiPw3Y2WuJ2hnzkMTUGPv4rpX0hgVSLNAEiDEvujz/pnHaJ

    83+JZuMHebAQnWHXVaUdmzn7Yw9WsZoXu15st0WMOAC8cUZ4uD0t1osPJTSuc3hA

    F0ZG3tHzuJBpX4T6pVrZ3jJvuY5vGJGCMwRdS4V7e6wQmLjzqf3oq05y9JlvKBYX

    JdU69BynZ1vEtUuC91WJTTvlqLtbAS6LTSmnSYWscNpP4KOTXNfdf8HlKFRKGR2e

    cVyAXu9bA89HeEeG8ztceyD2GO+S7xBNuZRV11Oi2xO59rJJAzzrIO1W8oda5lac

    JVRI+n8w+hLG+bbq+24s9tVB0MBZj3/honpYRLOYMAT507YlOvDPjreudYHWJSLG

    cTjRH0dtIgqbi8uTH3iJ2yWTq92OfGSSERofVdSOPrlzH5GpkpeIoRcYlP1KLnIy

    wxlI4E7W50PX5rMKMIp4/p6ALgA7psuC7ZTzk3f7R/tmHBSNb5JiSbp7MjI+iVRE

    zZX73VW1nLf4YaSS+MYNudAQl0ZoUvK3f0QEj4NwzRjDkdsUKI+X7Q2p03foBMCU

    4ijSDMvjyn3JEvT878Fxh7KB4IbZKh3kj9RetGaGEljjgv/Pg3h2gu+GNPgk30xJ

    TfK5QkRaYenm9aWKpHHf4hpUQlMKawxdS1k+3gVGwWu8YM/a0A==

    -----END CERTIFICATE-----
    + +

    对这个证书进行解析的方法是用一个在线的工具 http://lapo.it/asn1js/。

    +

    可以把上面base64编码的证书复制到网站解码之后，可以看到类似如下的结果。

    +

    cert-parse

    +

    ASN.1的编码基本上遵循的是type+length+value的方式。

    +

    ASN.1的数据tag大概有以下几种，

    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    typetagNumber
    Boolean0x01
    Integer0x02
    BitString0x03
    OctetString0x04
    Null0x05
    ObjectIdentifier0x06
    Enumerated0x0a
    UTF8String0x0c
    Sequence0x10
    Set0x11
    PrintableString0x13
    IA5String0x16
    UTCTime0x17
    UnicodeString0x1e
    +

    那么具体看一下以上ca证书的前四个字节是什么含义。

    +
    1
    30 82 05 C1
    + +
      +

    1. 首先看是什么type。第一个字节0x30描述了type信息。tagClass = 0x30 >> 6 = 0 ，表示universal isConstructed = 0x30 & 0x20 = True，对于sequence基本都是true, +tagNumber = 0x30 & 0x1F = 0x10 ，因此对应的Sequence

      +
      2. +

    2. 接下来计算长度。 +第二个字节为0x82, +分两种情况，判断表达式，byte & 0x7F == byte 如果为true就是小于127。否则就是大于127。

      +
      3. +
    +
      +
    • 长度是小于127(short form) +那么该该字节就是length，之后就是value的内容。
      • +
    • 长度大于127(long form)， +byte & 0x7F 表示length的编码长度。
      • +
    +

    对于以上的例子，0x82是long form +因为

    +
    1
    ( 0x82 == (0x82 & 0x7F) = False
    +

    那么表示长度的字节数量是

    +
    1
    0x82 & 0x7F = 0x2
    +

    因此’0x82’之后的两个字节’0x05’和’0xC1’组成长度。

    +
    1
    0x05C1 = 1473
    +

    两个字节表示value的长度1473。

    +

    因此，

    +
    1
    30 82 05 C1
    +

    这个头四个字节的含义是，这个是Sequence类型， +长度是1473，这四节之后的1473个字节就是Sequence类型的值。

    + + +
    + +
    +
    +
    + + +
    + + + #X.509 + + #ASN.1 + +
    + +
    + + + + + +
    +
    +
    ASN.1语言规范介绍
    +
    https://threelambda.com/2020/11/08/asn-1/
    +
    +
    + +
    +
    作者
    +
    Ming Yang
    +
    + + +
    +
    发布于
    +
    2020年11月8日
    +
    + + + +
    +
    许可协议
    +
    + + + + + + + + + + +
    +
    + +
    +
    +
    + + + + +
    + + +
    + +
    + + +
    +
    +
    +
    + +
    + + + + +
    +
    +
    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/zh-hans/2021/07/15/2021-7-15-clion-makefile-debug/index.html b/zh-hans/2021/07/15/2021-7-15-clion-makefile-debug/index.html new file mode 100644 index 00000000..118641a4 --- /dev/null +++ b/zh-hans/2021/07/15/2021-7-15-clion-makefile-debug/index.html @@ -0,0 +1,714 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + CLion2021调试Makefile项目 - CodeCraft + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + + +
    + + + + + + +
    + +
    + +
    + + + +
    +
    +
    + + +
    + +
    +
    +
    +
    +

    CLion2021调试Makefile项目

    + + +
    + +

    CLion介绍

    CLion是一款针对C/C++项目的跨平台的集成IDE（A cross-platform IDE for C and C++）。2020版本以前，只支持cmake项目， +但是2021版本对Makefile项目的支持度增加了。我们看看如何对Makefile项目进行断点调试。

    + + +

    我们用一个实际的项目作为例子。

    +

    Go1.4源码

    Go语言项目从源码编译有几种方式，其中一种方式是基于Bootstrap toolchain from C source code, +也就是说，首先编译Go 1.4版本，然后用编译出来的Go，编译最新的Go版本。(UPDATE: Mac12.1 Monterey系统上不支持)

    +

    那么我下载这个Go1.4版本，go1.4-bootstrap-20171003.tar.gz， +解压到某个路径下。

    +
    1
    2
    3
    ~/work/go1.4/ ls          
    AUTHORS      LICENSE      README       api          doc          include      misc         robots.txt   test
    CONTRIBUTORS PATENTS      VERSION      bin          favicon.ico  lib          pkg          src
    + +

    进入src路径下，运行make.bash文件，则开始编译。（当然需要build相关的工具）。为了看清楚bash脚本执行的内容，我们修改make.bash的 +第一行改为 set -ex, 这样会打印详细的执行内容如下，

    +
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    g1.4/src/ $  ./make.bash 
    + '[' '!' -f run.bash ']'
    + case "$(uname)" in
    ++ uname
    + ld --version
    + grep 'gold.* 2\.20'
    + for se_mount in /selinux /sys/fs/selinux
    + '[' -d /selinux -a -f /selinux/booleans/allow_execstack -a -x /usr/sbin/selinuxenabled ']'
    + for se_mount in /selinux /sys/fs/selinux
    + '[' -d /sys/fs/selinux -a -f /sys/fs/selinux/booleans/allow_execstack -a -x /usr/sbin/selinuxenabled ']'
    ++ uname -s
    + '[' Darwin == GNU/kFreeBSD ']'
    + rm -f ./runtime/runtime_defs.go
    + echo '# Building C bootstrap tool.'
    # Building C bootstrap tool.
    + echo cmd/dist
    cmd/dist
    ++ cd ..
    ++ pwd
    + export GOROOT=/Users/ym/work/go1.4
    + GOROOT=/Users/ym/work/go1.4
    + GOROOT_FINAL=/Users/ym/work/go1.4
    + DEFGOROOT='-DGOROOT_FINAL="/Users/ym/work/go1.4"'
    + mflag=
    + case "$GOHOSTARCH" in
    ++ uname
    + '[' Darwin == Darwin ']'
    + mflag=' -mmacosx-version-min=10.6'
    ++ type -t gcc
    ++ type -t clang
    + '[' -z '' -a -z file -a -n file ']'
    + gcc -mmacosx-version-min=10.6 -O2 -Wall -Werror -o cmd/dist/dist -Icmd/dist '-DGOROOT_FINAL="/Users/ym/work/go1.4"' cmd/dist/arm.c cmd/dist/buf.c cmd/dist/build.c cmd/dist/buildgc.c cmd/dist/buildgo.c cmd/dist/buildruntime.c cmd/dist/main.c cmd/dist/plan9.c cmd/dist/unix.c cmd/dist/windows.c
    ++ ./cmd/dist/dist env -p
    + eval 'CC="clang"' 'CC_FOR_TARGET="clang"' 'GOROOT="/Users/ym/work/go1.4"' 'GOBIN="/Users/ym/me/go/test/bin"' 'GOARCH="amd64"' 'GOOS="darwin"' 'GOHOSTARCH="amd64"' 'GOHOSTOS="darwin"' 'GOTOOLDIR="/Users/ym/work/go1.4/pkg/tool/darwin_amd64"' 'GOCHAR="6"' 'PATH="/Users/ym/me/go/test/bin:/usr/local/opt/openssl@1.1/bin:/usr/local/opt/postgresql@12/bin:/Users/ym/work/go1.4/bin:/usr/local/Homebrew/bin:/usr/local/sbin:/usr/local/bin:/usr/local/bin:/usr/bin:/bin:/usr/sbin:/sbin:/usr/local/go/bin:/usr/local/share/dotnet:~/.dotnet/tools:/Library/Apple/usr/bin:/Library/Frameworks/Mono.framework/Versions/Current/Commands:/Users/ym/mybin/apache-maven-3.6.0/bin:/Users/ym/me/go/test/bin:/Users/ym/.rvm/bin:/Users/ym/mybin/spark-2.4.3-bin-hadoop2.7/bin/"'
    ++ CC=clang
    ++ CC_FOR_TARGET=clang
    ++ GOROOT=/Users/ym/work/go1.4
    ++ GOBIN=/Users/ym/me/go/test/bin
    ++ GOARCH=amd64
    ++ GOOS=darwin
    ++ GOHOSTARCH=amd64
    ++ GOHOSTOS=darwin
    ++ GOTOOLDIR=/Users/ym/work/go1.4/pkg/tool/darwin_amd64
    ++ GOCHAR=6
    ++ PATH='/Users/ym/me/go/test/bin:/usr/local/opt/openssl@1.1/bin:/usr/local/opt/postgresql@12/bin:/Users/ym/work/go1.4/bin:/usr/local/Homebrew/bin:/usr/local/sbin:/usr/local/bin:/usr/local/bin:/usr/bin:/bin:/usr/sbin:/sbin:/usr/local/go/bin:/usr/local/share/dotnet:~/.dotnet/tools:/Library/Apple/usr/bin:/Library/Frameworks/Mono.framework/Versions/Current/Commands:/Users/ym/mybin/apache-maven-3.6.0/bin:/Users/ym/me/go/test/bin:/Users/ym/.rvm/bin:/Users/ym/mybin/spark-2.4.3-bin-hadoop2.7/bin/'
    + '[' '' = true ']'
    + echo

    + '[' '' = --dist-tool ']'
    + echo '# Building compilers and Go bootstrap tool for host, darwin/amd64.'
    # Building compilers and Go bootstrap tool for host, darwin/amd64.
    + buildall=-a
    + '[' '' = --no-clean ']'
    + ./cmd/dist/dist bootstrap -a -v
    lib9
    libbio
    liblink
    cmd/cc
    cmd/gc
    cmd/6l
    /Users/ym/work/go1.4/src/cmd/6l/../ld/dwarf.c:1479:15: warning: implicit conversion from 'int' to 'char' changes value from 156 to -100 [-Wconstant-conversion]
    /Users/ym/work/go1.4/src/cmd/6l/../ld/dwarf.c:1763:21: warning: implicit conversion from 'int' to 'char' changes value from 144 to -112 [-Wconstant-conversion]
    /Users/ym/work/go1.4/src/cmd/6l/../ld/lib.h:168:13: note: expanded from macro 'cput'
    cmd/6a
    cmd/6c
    /Users/ym/work/go1.4/src/cmd/6c/txt.c:995:28: warning: shifting a negative signed value is undefined [-Wshift-negative-value]
    /Users/ym/work/go1.4/src/cmd/6c/txt.c:1045:28: warning: shifting a negative signed value is undefined [-Wshift-negative-value]
    cmd/6g
    /Users/ym/work/go1.4/src/cmd/6g/peep.c:771:13: warning: converting the enum constant to a boolean [-Wint-in-bool-context]
    runtime
    errors
    sync/atomic
    sync
    io
    unicode
    unicode/utf8
    unicode/utf16
    bytes
    math
    strings
    strconv
    bufio
    sort
    container/heap
    encoding/base64
    syscall
    time
    os
    reflect
    fmt
    encoding
    encoding/json
    flag
    path/filepath
    path
    io/ioutil
    log
    regexp/syntax
    regexp
    go/token
    go/scanner
    go/ast
    go/parser
    os/exec
    os/signal
    net/url
    text/template/parse
    text/template
    go/doc
    go/build
    cmd/go
    + cp cmd/dist/dist /Users/ym/work/go1.4/pkg/tool/darwin_amd64/dist
    + /Users/ym/work/go1.4/pkg/tool/darwin_amd64/go_bootstrap clean -i std
    + echo

    + '[' amd64 '!=' amd64 -o darwin '!=' darwin ']'
    + echo '# Building packages and commands for darwin/amd64.'
    # Building packages and commands for darwin/amd64.
    + CC=clang
    + /Users/ym/work/go1.4/pkg/tool/darwin_amd64/go_bootstrap install -ccflags '' -gcflags '' -ldflags '' -v std
    runtime
    errors
    sync/atomic
    unicode
    unicode/utf8
    math
    sort
    encoding
    unicode/utf16
    container/list
    sync
    crypto/subtle
    container/ring
    image/color
    runtime/race
    container/heap
    io
    syscall
    image/color/palette
    hash
    crypto/cipher
    hash/crc32
    crypto/hmac
    hash/adler32
    hash/crc64
    hash/fnv
    bytes
    strings
    bufio
    text/tabwriter
    path
    html
    compress/bzip2
    time
    strconv
    math/rand
    math/cmplx
    os
    reflect
    regexp/syntax
    crypto
    encoding/base64
    net/url
    crypto/aes
    crypto/rc4
    crypto/md5
    crypto/sha1
    crypto/sha256
    crypto/sha512
    encoding/pem
    encoding/ascii85
    encoding/base32
    image
    path/filepath
    net
    os/signal
    io/ioutil
    os/exec
    regexp
    image/draw
    image/jpeg
    fmt
    encoding/binary
    cmd/pprof/internal/svg
    crypto/des
    index/suffixarray
    cmd/internal/goobj
    cmd/internal/rsc.io/arm/armasm
    cmd/internal/rsc.io/x86/x86asm
    debug/dwarf
    debug/gosym
    debug/plan9obj
    flag
    log
    go/token
    encoding/json
    encoding/xml
    text/template/parse
    go/scanner
    debug/elf
    debug/macho
    debug/pe
    go/ast
    compress/flate
    text/template
    math/big
    encoding/hex
    mime
    net/textproto
    cmd/internal/objfile
    net/http/internal
    compress/gzip
    runtime/pprof
    cmd/pack
    cmd/pprof/internal/profile
    cmd/pprof/internal/tempfile
    archive/tar
    archive/zip
    cmd/addr2line
    cmd/nm
    crypto/elliptic
    encoding/asn1
    crypto/rand
    go/parser
    go/printer
    go/doc
    crypto/ecdsa
    crypto/rsa
    crypto/dsa
    crypto/x509/pkix
    mime/multipart
    cmd/objdump
    cmd/pprof/internal/plugin
    crypto/x509
    html/template
    go/build
    cmd/cgo
    go/format
    cmd/fix
    cmd/gofmt
    crypto/tls
    cmd/pprof/internal/symbolizer
    cmd/pprof/internal/symbolz
    cmd/pprof/internal/report
    cmd/yacc
    compress/lzw
    compress/zlib
    database/sql/driver
    database/sql
    encoding/csv
    encoding/gob
    cmd/pprof/internal/commands
    image/gif
    cmd/pprof/internal/driver
    image/png
    log/syslog
    net/mail
    os/user
    runtime/debug
    testing
    testing/iotest
    net/http
    net/smtp
    testing/quick
    text/scanner
    cmd/go
    cmd/pprof/internal/fetch
    expvar
    net/http/cgi
    net/http/cookiejar
    net/http/httptest
    net/http/httputil
    net/http/pprof
    cmd/pprof
    net/rpc
    net/http/fcgi
    net/rpc/jsonrpc
    + echo

    + rm -f /Users/ym/work/go1.4/pkg/tool/darwin_amd64/go_bootstrap
    + '[' '' '!=' --no-banner ']'
    + /Users/ym/work/go1.4/pkg/tool/darwin_amd64/dist banner

    ---
    Installed Go for darwin/amd64 in /Users/ym/work/go1.4
    Installed commands in /Users/ym/me/go/test/bin
    + +

    我们看到15-33行, 首先编译了cmd/dist文件夹下的c代码，生成了一个dist可执行文件，并调用了 /cmd/dist/dist env -p

    +
    +# Building C bootstrap tool.
++ echo cmd/dist
+cmd/dist
+++ cd ..
+++ pwd
++ export GOROOT=/Users/ym/work/go1.4
++ GOROOT=/Users/ym/work/go1.4
++ GOROOT_FINAL=/Users/ym/work/go1.4
++ DEFGOROOT='-DGOROOT_FINAL="/Users/ym/work/go1.4"'
++ mflag=
++ case "$GOHOSTARCH" in
+++ uname
++ '[' Darwin == Darwin ']'
++ mflag=' -mmacosx-version-min=10.6'
+++ type -t gcc
+++ type -t clang
++ '[' -z '' -a -z file -a -n file ']'
++ gcc -mmacosx-version-min=10.6 -O2 -Wall -Werror -o cmd/dist/dist -Icmd/dist '-DGOROOT_FINAL="/Users/ym/work/go1.4"' cmd/dist/arm.c cmd/dist/buf.c cmd/dist/build.c cmd/dist/buildgc.c cmd/dist/buildgo.c cmd/dist/buildruntime.c cmd/dist/main.c cmd/dist/plan9.c cmd/dist/unix.c cmd/dist/windows.c 
+++ ./cmd/dist/dist env -p
+
    + +

    那么我们来看看怎么在CLion中调试/cmd/dist/dist env -p

    +

    CLion调试cmd/dist

    如果要用CLion直接打开cmd/dist文件夹，会提示创建cmake项目，但是我们想直接使用调试Makefile项目。 +那么我们在cmd/dist目录下创建一个Makefile文件，内容如下

    +
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    CFLAGS = -mmacosx-version-min=10.6 -g -Wall -Werror '-DGOROOT_FINAL="/Users/ym/work/go1.4"'
    CC = gcc

    SRC=arm.c buf.c build.c buildgc.c buildgo.c buildruntime.c main.c plan9.c unix.c windows.c
    INCLUDE_DIR = ./


    TARGET = dist

    all: $(TARGET)

    $(TARGET):
    	$(CC) $(CFLAGS) -I$(INCLUDE_DIR) $(SRC) -o $@


    clean:
    	rm $(TARGET)

    .PHONY: all clean
    + +

    其实就是根据make.bash打印的gcc编译命令改写的。需要注意的是要增加-g选项，这样才能调试。

    +

    然后参考Run/Debug Configuration: Makefile Application

    +

    配置几个参数，核心要指定的就是Target和Executable文件 +clion-debug-makefile-config

    +

    最后先clean，然后断点调试unix.c文件中的main入口函数。

    +

    clion-makefile-debug-show

    +

    成功了。

    + + +
    + +
    +
    +
    + + +
    + + + #debug + + #clion + + #makefile + +
    + +
    + + + + + +
    +
    +
    CLion2021调试Makefile项目
    +
    https://threelambda.com/2021/07/15/2021-7-15-clion-makefile-debug/
    +
    +
    + +
    +
    作者
    +
    Ming Yang
    +
    + + +
    +
    发布于
    +
    2021年7月15日
    +
    + + + +
    +
    许可协议
    +
    + + + + + + + + + + +
    +
    + +
    +
    +
    + + + + +
    + + +
    + +
    + + +
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    +
    + +
    + + + + +
    +
    +
    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/zh-hans/2021/12/26/pod-resolve-dn/index.html b/zh-hans/2021/12/26/pod-resolve-dn/index.html new file mode 100644 index 00000000..e17f1f5a --- /dev/null +++ b/zh-hans/2021/12/26/pod-resolve-dn/index.html @@ -0,0 +1,792 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + k3s的Pod无法解析内网域名 - CodeCraft + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + + +
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    + +
    + +
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    +
    +
    + + +
    + +
    +
    +
    +
    +

    k3s的Pod无法解析内网域名

    + + +
    + +

    问题

    jetson tx2开发板上安装了docker和k3s，部署了一个pod，发现日志报错

    +
    1
    "dial tcp: lookup esmp-cloud-sync.dev.ennew.com on 10.43.0.10:53: no such host"
    +

    其中esmp-cloud-sync.dev.ennew.com是内网域名，说明pod无法解析该域名。

    + + +

    但是宿主机上能ping通该域名。

    +

    环境

      +
    • os : ubuntu18.04
      • +
    • k3s: v1.18.9+k3s1
      • +
    • cpu arch : arm64
      • +
    • coreDNS: 1.6.9
      • +
    +

    排查过程

    首先检查宿主机的域名服务器设置。 +如果不正常，则需要设置正确的域名服务器。并重启k3s服务和pod。 +如果正常，则进一步检查k3s的DNS设置。而k3s的网络域名解析是由coreDNS控制的。

    +

    查看宿主机的DNS设置

    宿主机的DNS设置，查看/etc/resolv.conf

    +
    $ cat /etc/resolv.conf 
+# Dynamic resolv.conf(5) file for glibc resolver(3) generated by resolvconf(8)
+#     DO NOT EDIT THIS FILE BY HAND -- YOUR CHANGES WILL BE OVERWRITTEN
+# 127.0.0.53 is the systemd-resolved stub resolver.
+# run "systemd-resolve --status" to see details about the actual nameservers.
+
+nameserver 127.0.0.53
+search addom.xinaogroup.com
+
    +

    运行”systemd-resolve –status”查看实际的nameservers。

    +
    $ systemd-resolve --status
+...
+      DNS Servers: 10.36.8.40
+                    10.36.8.41
+                    127.0.0.1
+        DNS Domain: ~.
+                    addom.xinaogroup.com 
+...
+
    +

    可以看到实际的域名服务器。pod里无法ping通的域名esmp-cloud-sync.dev.ennew.com，在宿主机环境是可以的。

    +

    查看pod的DNS设置

    pod的DNS设置是由CoreDNS控制的。但是进入CoreDNS的pod，使用kubectl exec是不行的。需要使用边车模式， +先查看运行CoreDNS的容器的ID，然后用docker再启动一个容器。（因为k3s server是基于dockerd运行的，所以 +可以用docker ps查看CoreDNS pod里的容器）

    +
    docker ps | grep coredns
+ID=8afb33b91c9f
+docker run -it --net=container:$ID --pid=container:$ID --volumes-from=$ID alpine sh
+
    +

    然后就可以查看CoreDNS的corefile配置文件

    +
    # cat /etc/coredns/Corefile 
+.:53 {
+    errors
+    health
+    ready
+    kubernetes cluster.local in-addr.arpa ip6.arpa {
+      pods insecure
+      upstream
+      fallthrough in-addr.arpa ip6.arpa
+    }
+    hosts /etc/coredns/NodeHosts {
+      reload 1s
+      fallthrough
+    }
+    prometheus :9153
+    forward . /etc/resolv.conf
+    cache 30
+    loop
+    reload
+    loadbalance
+}
+
    +

    从forward . /etc/resolv.conf 可以看出，由/etc/resolv.conf文件接管DNS设置。进一步查看该文件，

    +
      # cat /etc/resolv.conf 
+  nameserver 8.8.8.8
+
    +

    可以发现这里设置的nameserver是8.8.8.8，而不是10.36.8.40。因此在pod里虽然可以ping通公网域名 +，例如www.baidu.com，但是无法ping通内网域名esmp-cloud-sync.dev.ennew.com

    +

    另外查看CoreDNS的pod日志也可以看到无法解析内网域名esmp-cloud-sync.dev.ennew.com的错误。

    +

    分析问题

    从排查结果可以看到，主要问题在于CoreDNS的DSN设置与宿主机的DNS设置不同，导致解析内网域名解析失败。这一点比较奇怪，通常k3s默认 +会继承宿主机的DNS设置。

    +

    也就是pod里的/etc/resolv.conf，没有与宿主机的/etc/resolv.conf的内容一致。

    +

    再回头看看我们要解决的问题——pod里解析内网域名，那么最直接的方案就是修改CoreDNS的Corefile， +修改forward . /etc/resolv.conf 为forward . 10.36.8.40

    +

    但是这种方法的缺点是显而易见的，写死了。 我们还是希望找到一个方法能够令/etc/resolv.conf与宿主机的/etc/resolv.conf的内容一致

    +

    解决方法

    宿主机的/etc/resolv.conf文件是一个指向 /run/systemd/resolve/resolv.conf的软链接，查看该文件的内容

    +
    $ cat /run/systemd/resolve/resolv.conf
+# This file is managed by man:systemd-resolved(8). Do not edit.
+#
+# This is a dynamic resolv.conf file for connecting local clients directly to
+# all known uplink DNS servers. This file lists all configured search domains.
+#
+# Third party programs must not access this file directly, but only through the
+# symlink at /etc/resolv.conf. To manage man:resolv.conf(5) in a different way,
+# replace this symlink by a static file or a different symlink.
+#
+# See man:systemd-resolved.service(8) for details about the supported modes of
+# operation for /etc/resolv.conf.
+
+nameserver 10.36.8.40
+nameserver 10.36.8.41
+nameserver 127.0.0.1
+search addom.xinaogroup.com
+
    +

    可以看到含有正确的nameservers。

    +

    另外 k3s 有启动参数--resolv-conf,可以指定默认的resolv.conf。

    +

    修改/etc/systemd/system/k3s.service，增加启动参数--resolv-conf /run/systemd/resolve/resolv.conf

    +
    ...
+ExecStart=/usr/local/bin/k3s \
+server \
+'--docker' \
+'--write-kubeconfig' \
+'/home/tx2/.kube/config' \
+'--write-kubeconfig-mode' \
+'666' \
+'--resolv-conf' \
+'/run/systemd/resolve/resolv.conf'
+
    +

    然后重新启动k3s，并且删除CoreDNS的pod（kubectl delete pod -n kube-system coredns-xxxx），令其自动创建一个新的pod。

    +

    这时候再查看CoreDNS pod里的/etc/resolv.conf, 内容一致了，

    +
    / # cat /etc/resolv.conf
+nameserver 10.36.8.40
+nameserver 10.36.8.41
+nameserver 127.0.0.1
+search addom.xinaogroup.com
+
    +

    问题解决了。

    +

    参考

    + + +
    + +
    +
    +
    + + +
    + + + #k3s + + #docker + + #pod + + #coredns + +
    + +
    + + + + + +
    +
    +
    k3s的Pod无法解析内网域名
    +
    https://threelambda.com/2021/12/26/pod-resolve-dn/
    +
    +
    + +
    +
    作者
    +
    Ming Yang
    +
    + + +
    +
    发布于
    +
    2021年12月26日
    +
    + + + +
    +
    许可协议
    +
    + + + + + + + + + + +
    +
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    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/zh-hans/2022/02/06/2022-2-6-leetcode-390/index.html b/zh-hans/2022/02/06/2022-2-6-leetcode-390/index.html new file mode 100644 index 00000000..4f7e6469 --- /dev/null +++ b/zh-hans/2022/02/06/2022-2-6-leetcode-390/index.html @@ -0,0 +1,714 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + [leetcode 390]Elimination Game原创解法 - CodeCraft + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + + +
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    +
    +

    [leetcode 390]Elimination Game原创解法

    + + +
    + +

    题目概述

    leetcode现在支持Go了，这次用Go写一个算法题——消除游戏。

    +

    原题链接

    +
    You have a list arr of all integers in the range [1, n] sorted in a strictly increasing order. Apply the following algorithm on arr:
+
+Starting from left to right, remove the first number and every other number afterward until you reach the end of the list.
+Repeat the previous step again, but this time from right to left, remove the rightmost number and every other number from the remaining numbers.
+Keep repeating the steps again, alternating left to right and right to left, until a single number remains.
+Given the integer n, return the last number that remains in arr.
+
    +

    Example 1:

    +

    Input: n = 9

    +

    Output: 6

    +

    Explanation:

    +

    arr = [1, 2, 3, 4, 5, 6, 7, 8, 9]

    +

    arr = [2, 4, 6, 8]

    +

    arr = [2, 6]

    +

    arr = [6]

    +

    简单说就是从左至右消除，再从右到左消除，如果不唯一继续这个过程。对于这个例子，输入是9，那么开始就有1-9， +9个数。第一次，消除{1,3,5,7,9}, 第二次消除{8,4},第三次消除{2},最后留下数字6。

    +

    老办法，先用naive、暴力的方法求解，再优化。

    + + +

    暴力求解方法

    基本思路就是

    +
      +
    1. 生成一个数组，含有1-n，n个整数。
      2. +
    2. 从左到右消除，就是把偶数位置的数字依序移动到数组的左侧，并截取保留。例如从左至右消除数组[1,2,3,4,5,6,7,8,9], +移动偶数位置到左侧后，[2,4,6,8,5,6,7,8,9], 截取左侧后为[2,4,6,8]
      3. +
    3. 从右至左消除，就是把奇数位置的数字依序移动到数组的右侧，并截取保留。例如从右至左消除数组[2,4,6,8],移动奇数 +位置的数到右侧后，[2,4,2,6], 截取右侧后为[2,6]
      4. +
    4. 如果不为1，继续步骤2
      5. +
    +

    代码如下

    +
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    //LastRemaining1 has time complexity O(n) and space complexity O(n)
    func LastRemaining1(n int) int {
    	arr := gen(n)

    	leftToRight := true
    	for len(arr) > 1 {
    		if leftToRight {
    			for i := 1; i < len(arr); i += 2 {
    				arr[i/2] = arr[i]
    			}
    			length := len(arr) / 2
    			arr = arr[0:length]
    		} else {
    			count := 0
    			for i := 1; len(arr)-1-i >= 0; i += 2 {
    				arr[len(arr)-1-i/2] = arr[len(arr)-1-i]
    				count += 1
    			}
    			arr = arr[len(arr)-count:]
    		}

    		leftToRight = !leftToRight
    	}

    	return arr[0]
    }

    func gen(n int) []int {
    	arr := make([]int, n)
    	for i := 0; i < n; i++ {
    		arr[i] = i + 1
    	}
    	return arr
    }
    + +

    这个时间和空间复杂度都是 O(n)\mathcal{O}(n) ，空间复杂度是 O(n)\mathcal{O}(n) +好理解。那么时间复杂度是怎么计算的呢？ 对于输入n，第一次消除遍历 n2\dfrac{n}{2} ，第二次消除遍历 n22\dfrac{n}{2^2} ， +第三次消除遍历n23\dfrac{n}{2^3} …因此总时间就是

    +n2+n22+n23+…≈n\dfrac{n}{2} + \dfrac{n}{2^2} + \dfrac{n}{2^3} + \ldots \approx n + +

    分析和优化后的算法

    暴力解法直观，但是空间占用太多了，当n很大的时候，直接栈溢出了。那么该怎么优化呢。只能是找规律，通过发现递推关系来求解。

    +

    也就是说，假如我们要求解的函数为y=f(n)y=\mathcal{f}(n)，其中n就是输入的自然数。y为剩余的最后的数字。 +根据以往的经验我们考虑分治法，找到递推关系 f(n+1)=anf(n)+an−1f(n−1)+…\mathcal{f}(n+1) = a_n\mathcal{f}(n) + a_{n-1}\mathcal{f}(n-1) + \ldots

    +

    很显然，我们知道 f(1)=1\mathcal{f}(1) = 1 , f(2)=2\mathcal{f}(2) = 2 , f(3)=2\mathcal{f}(3) = 2

    +

    通过观察，我们可以发现这样一个递归过程，经过一轮从左至右和从右至左的消除后，余下一个长度为n4\dfrac{n}{4} 的新的数列。 +如果长度n4≤3\dfrac{n}{4} \leq 3 ，那么可以直接知道f(n4)\mathcal{f}(\dfrac{n}{4}) 的值，该值就是新数列的编号。 +取出新数列的该编号的值并返回。 +如果数列的长度大于3，那么返回新数列中编号为 f(n4)\mathcal{f}(\dfrac{n}{4}) 的数字。

    +

    也就是说我们发现了递推关系 f(n)=operator∗f(n4)\mathcal{f}(n) = operator*\mathcal{f}(\dfrac{n}{4})

    +

    举例说明我们的递归过程，当n=9时，经过一轮从左至右和从右至左的消除后，余下一个长度为2的数列[2,6], 因为f(2)=2\mathcal{f}(2) = 2 ， +所以返回数列[2,6]编号为2的数，也就是数字6。

    +

    代码实现如下

    +
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    //LastRemaining2 has time complexity O(log(n)) and space complexity O(log(n))
    //Runtime: 3 ms, faster than 85.71% of Go online submissions for Elimination Game.
    //Memory Usage: 2.6 MB, less than 97.62% of Go online submissions for Elimination Game.
    func LastRemaining2(n int) int {
    	return f(n)
    }

    func f(n int) int {
    	if n == 1 {
    		return 1
    	}
    	if n == 2 || n == 3 {
    		return 2
    	}

    	//经过一轮从左至右和从右至左消除后
    	last := last(n)                    //数列的最后一个数字
    	length := length(n)                //数列的长度
    	return last - 4*(length-f(length)) //返回数列中，编号为f(length)的数字
    }

    func last(n int) int {
    	return n - (n % 2) - 2
    }

    func length(n int) int {
    	n /= 2
    	n /= 2
    	return n
    }
    +

    时间复杂度和空间复杂度都是 O(log⁡n)\mathcal{O}(\log{}n) ，因为递归调用的次数为 log⁡4n=log⁡n2\log_{4}n = \dfrac{\log{}n}{2} 。

    + + +
    + +
    +
    +
    + + +
    + + + #leetcode + + #算法 + + #go + +
    + +
    + + + + + +
    +
    +
    [leetcode 390]Elimination Game原创解法
    +
    https://threelambda.com/2022/02/06/2022-2-6-leetcode-390/
    +
    +
    + +
    +
    作者
    +
    Ming Yang
    +
    + + +
    +
    发布于
    +
    2022年2月6日
    +
    + + + +
    +
    许可协议
    +
    + + + + + + + + + + +
    +
    + +
    +
    +
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    +
    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/zh-hans/2023/01/12/2023-1-12-8-queens-chatgpt/index.html b/zh-hans/2023/01/12/2023-1-12-8-queens-chatgpt/index.html new file mode 100644 index 00000000..9114ec11 --- /dev/null +++ b/zh-hans/2023/01/12/2023-1-12-8-queens-chatgpt/index.html @@ -0,0 +1,685 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + 通过ChatGPT实现Rust语言的八皇后算法 - CodeCraft + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + + +
    + + + + + + +
    + +
    + +
    + + + +
    +
    +
    + + +
    + +
    +
    +
    +
    +

    通过ChatGPT实现Rust语言的八皇后算法

    + + +
    + +

    ChatGPT是什么？

    ChatGPT是基于OpenAI项目的聊天机器人。

    +

    OpenAI项目由特斯拉创建，而ChatGPT的母公司当前估值$29bln，据说微软准备购买$10bln。

    + + +

    目前ChatGPT不对中国开放，想要注册不光需要VPN，还需要手机短信验证。不过注册完成后登录不需要短信验证了。

    +

    具体怎么注册登录ChatGPT可以参考其它文章。

    +

    八皇后问题

    八皇后问题（英文：Eight queens），是由国际象棋棋手马克斯·贝瑟尔于1848年提出的问题，是回溯算法的典型案例。 +问题表述为：在8×8格的国际象棋上摆放8个皇后，使其不能互相攻击， +即任意两个皇后都不能处于同一行、同一列或同一斜线上，问有多少种摆法。 +高斯认为有76种方案。

    +

    2023-1-12-8queens-problem

    +

    通过ChatGPT实现Rust语言的八皇后算法

    直接问ChatGPT, “How to write eight queens algorithm in rust?” +如下图所示，直接就把rust代码实现显示出来，并进行了说明。

    +

    2023-1-12-8queens-chatgpt

    +

    把rust代码copy出来，增加测试代码test_eight_queen()。

    +
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    fn eight_queens() {
        let mut board = vec![-1; 8];

        solve(&mut board, 0);
    }

    fn solve(board: &mut Vec<i32>, target_row: i32) {
        if target_row == 8 {
            print_board(board);
            return;
        }

        for column in 0..8 {
            if is_safe(board, target_row, column) {
                board[target_row as usize] = column as i32;
                solve(board, target_row + 1);
            }
        }
    }

    fn is_safe(board: &Vec<i32>, row: i32, column: i32) -> bool {
        for r in 0..row {
            let c = board[r as usize];

            if c == column ||
                (row - r).abs() == (column - c).abs() {
                return false;
            }
        }

        return true;
    }

    fn print_board(board: &Vec<i32>) {
        for r in 0..8 {
            for c in 0..8 {
                if board[r as usize] == c as i32 {
                    print!("Q ");
                } else {
                    print!(". ");
                }
            }

            println!("");
        }

        println!("");
    }

    #[cfg(test)]
    mod tests {
        #[test]
        fn test_eight_queen() {
            super::eight_queens();
        }
    }
    + +

    运行

    直接运行，没有错误。

    +
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    hello $ cargo test --bin hello eight_queens::tests::test_eight_queen -- --show-output
        Finished test [unoptimized + debuginfo] target(s) in 0.11s
         Running unittests src/main.rs (target/debug/deps/hello-257baa7e5ed28221)

    running 1 test
    test eight_queens::tests::test_eight_queen ... ok

    successes:

    ---- eight_queens::tests::test_eight_queen stdout ----
    Q . . . . . . . 
    . . . . Q . . . 
    . . . . . . . Q 
    . . . . . Q . . 
    . . Q . . . . . 
    . . . . . . Q . 
    . Q . . . . . . 
    . . . Q . . . . 

    Q . . . . . . . 
    . . . . . Q . . 
    . . . . . . . Q 
    . . Q . . . . . 
    . . . . . . Q . 
    . . . Q . . . . 
    . Q . . . . . . 
    . . . . Q . . . 

    Q . . . . . . . 
    . . . . . . Q . 
    . . . Q . . . . 
    . . . . . Q . . 
    . . . . . . . Q 
    . Q . . . . . . 
    . . . . Q . . . 
    . . Q . . . . . 

    Q . . . . . . . 
    . . . . . . Q . 
    . . . . Q . . . 
    . . . . . . . Q 
    . Q . . . . . . 
    . . . Q . . . . 
    . . . . . Q . . 
    . . Q . . . . . 

    . Q . . . . . . 
    . . . Q . . . . 
    . . . . . Q . . 
    . . . . . . . Q 
    . . Q . . . . . 
    Q . . . . . . . 
    . . . . . . Q . 
    . . . . Q . . . 

    . Q . . . . . . 
    . . . . Q . . . 
    . . . . . . Q . 
    Q . . . . . . . 
    . . Q . . . . . 
    . . . . . . . Q 
    . . . . . Q . . 
    . . . Q . . . . 

    . Q . . . . . . 
    . . . . Q . . . 
    . . . . . . Q . 
    . . . Q . . . . 
    Q . . . . . . . 
    . . . . . . . Q 
    . . . . . Q . . 
    . . Q . . . . . 

    ... ignore
    ...
    ...

    successes:
        eight_queens::tests::test_eight_queen

    test result: ok. 1 passed; 0 failed; 0 ignored; 0 measured; 22 filtered out; finished in 0.00s
    + +

    最后

    ChatGPT给人非常惊艳的感觉。我考虑以后经常使用它，如果它一直免费的话。

    + + +
    + +
    +
    +
    + + +
    + + + #算法 + + #ChatGPT + + #rust + +
    + +
    + + + + + +
    +
    +
    通过ChatGPT实现Rust语言的八皇后算法
    +
    https://threelambda.com/2023/01/12/2023-1-12-8-queens-chatgpt/
    +
    +
    + +
    +
    作者
    +
    Ming Yang
    +
    + + +
    +
    发布于
    +
    2023年1月12日
    +
    + + + +
    +
    许可协议
    +
    + + + + + + + + + + +
    +
    + +
    +
    +
    + + + + +
    + + +
    + +
    + + +
    +
    +
    +
    + +
    + + + + +
    +
    +
    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/zh-hans/2023/02/28/2023-2-28-associated-type/index.html b/zh-hans/2023/02/28/2023-2-28-associated-type/index.html new file mode 100644 index 00000000..4767de7a --- /dev/null +++ b/zh-hans/2023/02/28/2023-2-28-associated-type/index.html @@ -0,0 +1,727 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + 使用Iced的过程中理解Rust的关联类型 - CodeCraft + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + + +
    + + + + + + +
    + +
    + +
    + + + +
    +
    +
    + + +
    + +
    +
    +
    +
    +

    使用Iced的过程中理解Rust的关联类型

    + + +
    + +

    关联类型(Associated type)

    关联类型是Rust为了解决类型参数(type parameter)之间的依赖关系而引入的。清楚的解释引入动机的文章就是 +RFC095 +。

    + + +

    同时，这篇文章详细说明了如何引用关联类型。

    +

    一个实际的例子

    我们在使用Iced（一个跨平台的GUI库）开发一个自定义样式的button的时候， +遇到了关联类型。

    +

    以下代码创建一个button对象，宽度80，高50，样式怎么输入呢？

    +
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    button(
        text(input).size(24)
            .vertical_alignment(Vertical::Center)
            .horizontal_alignment(Horizontal::Center)
    )
        .padding(10)
        .width(80)
        .height(50)
        .style( ?? )    /// <-- 这里该写什么呢？
        .on_press(msg)
    +

    看看这个style方法的签名。

    +
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    iced_native::widget::button 
    impl<'a, Message, Renderer> Button<'a, Message, Renderer> 
    where     
        Renderer: crate::Renderer,     
        Renderer::Theme: StyleSheet,
    pub fn style(mut self, style: <Renderer::Theme as StyleSheet>::Style) -> Self
    -------------------------------------------------------------
    Sets the style variant of this Button.
    +

    style方法是Button结构体的一个关联方法。

    +

    Button结构体是一个组件，它有两个类型参数，Message和Renderer。 +其中Renderer类型参数的Bound在where中明确

    +
      +
    • Renderer: crate::Renderer 需要实现crate::Renderer trait.
      • +
    • Renderer::Theme: StyleSheet 并且该crate::Renderer trait的Theme关联类型需要实现 StyleSheet trait.
      • +
    +

    crate::Renderer trait如下，有一个Theme关联类型

    +
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    /// A component that can be used by widgets to draw themselves on a screen.
    pub trait Renderer: Sized {
        /// The supported theme of the [`Renderer`].
        type Theme;
        ...
        ...
    + +

    还是回到这个style方法pub fn style(mut self, style: <Renderer::Theme as StyleSheet>::Style) -> Self。

    +

    这个方法的入参style的类型是<Renderer::Theme as StyleSheet>::Style，这个PATH的前缀是 +<Renderer::Theme as StyleSheet> 表示实现了Renderer trait的类型的Theme关联类型 +需要实现StyleSheet trait。

    +

    因此<Renderer::Theme as StyleSheet>::Style完整的含义就是

    +
      +
    1. 某个渲染类型 SomeRenderer 实现了crate::Renderer trait.
      2. +
    2. 某个样式板类型 SomeThemeType 实现了button::StyleSheet。
      3. +
    3. 且 SomeRenderer::Theme = SomeThemeType
      4. +
    4. <Renderer::Theme as StyleSheet>::Style就是 SomeThemeType::Style = < ?? >.
      5. +
    +

    因此style方法的入参的实际类型就是SomeStyleSheet::Style的实际类型。所以我们要找到SomeRenderer和SomeThemeType。

    +
      +
    1. 先看crate::Renderer trait的实现类型有那些，可以看到Renderer<B, T>
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      impl<B, T> iced_native::Renderer for Renderer<B, T>
      where
          B: Backend,
      {
          type Theme = T;
          ...
          ...
      2. +
    +

    这个结构体如下，

    +
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    /// A backend-agnostic renderer that supports all the built-in widgets.
    #[derive(Debug)]
    pub struct Renderer<B: Backend, Theme> {
        backend: B,
        primitives: Vec<Primitive>,
        theme: PhantomData<Theme>,
    }
    +

    这个似乎就是我们要找的 SomeRenderer。但是这个Renderer<B, T>有两个类型参数，第二个就是Theme类型参数。还是没有看到 +这个类型参数具体的类型是什么。继续看哪里使用了这个带有类型参数的结构体Renderer<B, T>。

    +
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    /// A [`wgpu`] graphics renderer for [`iced`].
    ///
    /// [`wgpu`]: https://github.com/gfx-rs/wgpu-rs
    /// [`iced`]: https://github.com/iced-rs/iced
    pub type Renderer<Theme = iced_native::Theme> =
        iced_graphics::Renderer<Backend, Theme>;
    +

    这里看到声明了一个新的类型iced_wgpu::Renderer，并且指定了Theme = iced_style::theme::Theme。 +这个新的类型在哪里使用了呢？

    +
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    impl<Theme> iced_graphics::window::Compositor for Compositor<Theme> {
        type Settings = Settings;
        type Renderer = Renderer<Theme>;
        type Surface = wgpu::Surface;

        fn new<W: HasRawWindowHandle + HasRawDisplayHandle>(
            settings: Self::Settings,
            compatible_window: Option<&W>,
        ) -> Result<(Self, Self::Renderer), Error> {
            let compositor = futures::executor::block_on(Self::request(
                settings,
                compatible_window,
            ))
            .ok_or(Error::GraphicsAdapterNotFound)?;

            let backend = compositor.create_backend();

            Ok((compositor, Renderer::new(backend)))  /// <--- 这里的Renderer就是指定了Theme的Renderer<B,T>
        }
    +

    因此这个iced_wgpu::Renderer就是我们要找的SomeRenderer，而SomeRenderer::Theme就是 +iced_style::theme::Theme就是我们要找的SomeThemeType。

    +
      +
    1. 接着看iced_style::theme::Theme类型如何实现button::StyleSheet trait +button_stylesheet_for_theme +从这里可以看到 SomeThemeType::Style = iced_style::theme::Button +因此style方法的入参是iced_style::theme::Button, 是一个枚举类型。
      2. +
    +
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    /// The style of a button.
    #[derive(Default)]
    pub enum Button {
        /// The primary style.
        #[default]
        Primary,
        /// The secondary style.
        Secondary,
        /// The positive style.
        Positive,
        /// The destructive style.
        Destructive,
        /// The text style.
        ///
        /// Useful for links!
        Text,
        /// A custom style.
        Custom(Box<dyn button::StyleSheet<Style = Theme>>),
    }
    +

    从定义可以看出，如果我们要实现自定义的样式就需要使用Button::Custom(Box::new(??)).

    +

    而button::StyleSheet<Style = Theme>类型意思是某类型实现了button::StyleSheet trait, +并且关联类型Style = iced_style::theme::Theme.

    +

    所以我们可以写一个自定义的button样式了。

    +
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    struct ButtonStyle;

    impl StyleSheet for ButtonStyle {
        type Style = iced_style::theme::Theme; ///<-- 这里可以简写为 type Style = Theme;

        fn active(&self, style: &Self::Style) -> Appearance {
            Appearance {
                shadow_offset: Default::default(),
                background: Some(Background::Color(Color::from_rgb8(204, 204, 204))),
                border_radius: 5.0,
                border_width: 0.0,
                border_color: Default::default(),
                text_color: Color::from_rgb8(0, 0, 0),
            }
        }
    }
    +

    style方法的入参就是Button::Custom(Box::new(ButtonStyle{}))。

    +

    最后style方法的使用如下

    +
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    button(
        text(input).size(24)
            .vertical_alignment(Vertical::Center)
            .horizontal_alignment(Horizontal::Center)
    )
        .padding(10)
        .width(80)
        .height(50)
        .style( Button::Custom(Box::new(ButtonStyle{})) ) /// 这里该写什么呢？
        .on_press(msg)
    + +

    关于Iced

    Iced使用的Elm模型非常容易使用。我用它实现一个简单的计算器。 +calculator

    +

    总结

    关联类型是Rust非常重要的特性。如果不深入理解的话，编译的错误信息都看不明白。

    + + +
    + +
    +
    +
    + + +
    + + + #rust + + #iced + +
    + +
    + + + + + +
    +
    +
    使用Iced的过程中理解Rust的关联类型
    +
    https://threelambda.com/2023/02/28/2023-2-28-associated-type/
    +
    +
    + +
    +
    作者
    +
    Ming Yang
    +
    + + +
    +
    发布于
    +
    2023年2月28日
    +
    + + + +
    +
    许可协议
    +
    + + + + + + + + + + +
    +
    + +
    +
    +
    + + + + +
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    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/zh-hans/2023/06/07/2023-6-7-qt5-macos-bundle-app/index.html b/zh-hans/2023/06/07/2023-6-7-qt5-macos-bundle-app/index.html new file mode 100644 index 00000000..d2429f45 --- /dev/null +++ b/zh-hans/2023/06/07/2023-6-7-qt5-macos-bundle-app/index.html @@ -0,0 +1,695 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + MacOS下基于CMake自动打包部署Qt5项目 - CodeCraft + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + + +
    + + + + + + +
    + +
    + +
    + + + +
    +
    +
    + + +
    + +
    +
    +
    +
    +

    MacOS下基于CMake自动打包部署Qt5项目

    + + +
    + +

    Qt5项目打包部署

    MacOS下打包部署Qt5项目可以参考Qt for macOS - Deployment。 +这里采用cmake构建Qt5项目。

    + + +

    CMake打包要点说明

    MacOS下针对一个PicPicker的具体项目，说明CMake打包项目的要点:

    +
      +
    1. 设置针对构建Qt项目的全局选项。
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      # MOC（Meta-Object Compiler）是 Qt 框架中的一个工具，它用于在编译时生成元对象代码（meta-object code）。
      set(CMAKE_AUTOMOC ON)  

      # RCC（Resource Compiler）是 Qt 框架中的一个工具，它用于将应用程序所需的资源文件（如图像、音频、样式表等）编译成二进制文件，并将其嵌入到可执行文件中，以便在运行时使用。
      set(CMAKE_AUTORCC ON)  

      # UIC（User Interface Compiler）是 Qt 框架中的一个工具，它用于将 Qt Designer 设计的用户界面（UI）文件（.ui 文件）编译成 C++ 代码，以便在应用程序中使用。
      set(CMAKE_AUTOUIC ON)  

      # 将当前目录包含到查找头文件的路径中，以便在处理 *.ui 文件时能够正确地找到相关的头文件。
      set(CMAKE_INCLUDE_CURRENT_DIR ON)
      2. +
    2. find_package 命令用于查找指定的软件包，并加载该软件包所提供的一些变量和模块。
      1
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      find_package(Qt5 COMPONENTS
              Core
              Gui
              Widgets
              Xml
              REQUIRED)
      3. +
    3. QT5_ADD_RESOURCES 是 CMake 中用于将 Qt 资源文件（.qrc 文件）编译成 C++ 代码的命令。
      1
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      # MyResources 是生成的 C++ 代码的输出文件名，application.qrc 是要编译的 Qt 资源文件的路径和文件名
      QT5_ADD_RESOURCES(MyResources application.qrc)
      4. +
    4. 应用图标icns打包设置和国际化的打包路径设置
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      # 这样会设置应用图标的文件名
      set(MACOSX_BUNDLE_ICON_FILE AppIcon.icns)
      # 把"${CMAKE_SOURCE_DIR}/AppIcon.icns"图标打包到"Resources/"路径下
      set(app_icon_macos "${CMAKE_SOURCE_DIR}/AppIcon.icns")
      set_source_files_properties(${app_icon_macos} PROPERTIES MACOSX_PACKAGE_LOCATION "Resources")

      # 把国际化的*.qm打包到"Resources/l10n"路径下（这里目录l10n可以修改）
      set_source_files_properties(${l10n_files} PROPERTIES MACOSX_PACKAGE_LOCATION "Resources/l10n")
      5. +
    5. 构建可执行二进制目标为PicPicker。
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      add_executable(PicPicker
              ${SOURCES}
              ${MyResources}
              ${app_icon_macos}
              ${l10n_files}
              )

      # 这里的设置会告诉cmake在生成目标文件PicPicker之后，创建PicPicker.app/Contents/目录结构，并把二进制复制到
      # "PicPicker.app/Contents/MacOS/"路径下。因此PicPicker运行时读取资源文件的相对路径为"../Resources/"
      set_target_properties(PicPicker PROPERTIES
              MACOSX_BUNDLE TRUE
              )

      target_link_libraries(PicPicker
              Qt5::Core
              Qt5::Gui
              Qt5::Widgets
              Qt5::Xml
              )
      6. +
    6. 使用 macdeployqt 工具自动处理Qt库的依赖关系和相关文件，将应用程序打包成一个独立的、可执行的 macOS 应用程序包（.app 文件），以便在其他机器上运行。
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      # 找到环境macdeployqt工具
      get_target_property(_qmake_executable Qt5::qmake IMPORTED_LOCATION)
      get_filename_component(_qt_bin_dir "${_qmake_executable}" DIRECTORY)
      find_program(MACDEPLOYQT_EXECUTABLE macdeployqt HINTS "${_qt_bin_dir}")

      # 添加自定义命令，执行的时间为PicPicker二进制构建完成。
      add_custom_command(TARGET PicPicker POST_BUILD
              COMMAND ${CMAKE_COMMAND} -E copy
              "${CMAKE_CURRENT_SOURCE_DIR}/AppIcon.icns"
              "$<TARGET_FILE_DIR:PicPicker>/../Resources/"
              COMMENT "Copy AppIcon.icns to Resources/"
              &&
              COMMAND "${MACDEPLOYQT_EXECUTABLE}"
              ARGS "PicPicker.app" "-dmg" "-always-overwrite" "-no-strip"
              COMMENT "Execute macdeployqt to create macOS bundle"
              )
      7. +
    +

    注意

    +

    MACOSX_BUNDLE设置为TRUE已经会把文件拷贝到相应的路径，而这里再做一遍是因为 +POST_BUILD 事件的触发是PicPicker链接完成，而不是复制文件到PicPicker.app的目录下， +因此会造成当进行dmg打包的时候，图标文件还没有复制到目录下。日志如下：

    +
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    [100%] Linking CXX executable PicPicker.app/Contents/MacOS/PicPicker
    Execute macdeployqt to create macOS bundle
    Copying OS X content PicPicker.app/Contents/Resources/AppIcon.icns
    [100%] Built target PicPicker
    + +

    所以只能用此下策。使用cmake第二遍拷贝到$<TARGET_FILE_DIR:PicPicker>/../Resources/路径下。

    +

    PicPicker目标文件的路径是PicPicker.app/MacOS/PicPicker,因此$<TARGET_FILE_DIR:PicPicker>就是 +PicPicker.app/MacOS/，所以$<TARGET_FILE_DIR:PicPicker>/../Resources/就是PicPicker.app/Resources/

    +

    CMakeLists.txt完整内容

    仅供参考

    +
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    cmake_minimum_required(VERSION 3.23)
    project(picpicker)

    set(CMAKE_CXX_STANDARD 14)
    set(CMAKE_AUTOMOC ON)
    set(CMAKE_AUTORCC ON)
    set(CMAKE_AUTOUIC ON)
    # for *.ui to include current dir to find headers.
    set(CMAKE_INCLUDE_CURRENT_DIR ON)

    find_package(Qt5 COMPONENTS
            Core
            Gui
            Widgets
            Xml
            REQUIRED)

    set(SOURCES
            src/main.cpp
            src/mainwindow.cpp
            src/AppModel.cpp
            )

    set(l10n_files
            )

    QT5_ADD_RESOURCES(MyResources application.qrc)

    set(MACOSX_BUNDLE_ICON_FILE AppIcon.icns)
    set(app_icon_macos "${CMAKE_SOURCE_DIR}/AppIcon.icns")
    set_source_files_properties(${app_icon_macos} PROPERTIES MACOSX_PACKAGE_LOCATION "Resources")
    set_source_files_properties(${l10n_files} PROPERTIES MACOSX_PACKAGE_LOCATION "Resources/l10n")

    add_executable(PicPicker
            ${SOURCES}
            ${MyResources}
            ${app_icon_macos}
            ${l10n_files}
            )

    set_target_properties(PicPicker PROPERTIES
            MACOSX_BUNDLE TRUE
            )

    target_link_libraries(PicPicker
            Qt5::Core
            Qt5::Gui
            Qt5::Widgets
            Qt5::Xml
            )

    get_target_property(_qmake_executable Qt5::qmake IMPORTED_LOCATION)
    get_filename_component(_qt_bin_dir "${_qmake_executable}" DIRECTORY)
    find_program(MACDEPLOYQT_EXECUTABLE macdeployqt HINTS "${_qt_bin_dir}")

    add_custom_command(TARGET PicPicker POST_BUILD
            COMMAND ${CMAKE_COMMAND} -E copy
            "${CMAKE_CURRENT_SOURCE_DIR}/AppIcon.icns"
            "$<TARGET_FILE_DIR:PicPicker>/../Resources/"
            COMMENT "Copy AppIcon.icns to Resources/"
            &&
            COMMAND "${MACDEPLOYQT_EXECUTABLE}"
            ARGS "PicPicker.app" "-dmg" "-always-overwrite" "-no-strip"
            COMMENT "Execute macdeployqt to create macOS bundle"
            )
    + +

    总结

      +
    1. 因为没有使用QML，所以没有考虑打包QML文件的情况。
      2. +
    2. 只是在Mac平台下。
      3. +
    3. -no-strip参数在发布的时候要去掉，这里添加是为了开发时方便debug。
      4. +
    4. -always-overwrite参数也是为了方便，直接覆盖已经产生的dmg文件。
      5. +
    + + +
    + +
    +
    +
    + + +
    + + + #qt5 + + #cmake + + #macos + + #bundle + +
    + +
    + + + + + +
    +
    +
    MacOS下基于CMake自动打包部署Qt5项目
    +
    https://threelambda.com/2023/06/07/2023-6-7-qt5-macos-bundle-app/
    +
    +
    + +
    +
    作者
    +
    Ming Yang
    +
    + + +
    +
    发布于
    +
    2023年6月7日
    +
    + + + +
    +
    许可协议
    +
    + + + + + + + + + + +
    +
    + +
    +
    +
    + + + + +
    + + +
    + +
    + + +
    +
    +
    +
    + +
    + + + + +
    +
    +
    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/zh-hans/2023/06/08/2023-6-8-langchain-openai/index.html b/zh-hans/2023/06/08/2023-6-8-langchain-openai/index.html new file mode 100644 index 00000000..69ecb2d0 --- /dev/null +++ b/zh-hans/2023/06/08/2023-6-8-langchain-openai/index.html @@ -0,0 +1,699 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + 玩一下LangChain - CodeCraft + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + + +
    + + + + + + +
    + +
    + +
    + + + +
    +
    +
    + + +
    + +
    +
    +
    +
    +

    玩一下LangChain

    + + +
    + +

    什么是LangChain

    自从ChatGPT出现以来，就一直在使用，那么ChatGPT毕竟是有局限性的，因为ChatGPT训练的语料是有限的。很多问题回答不了， +也经常会胡言乱语闹笑话。

    +

    但是ChatGPT背后的大语言模型LLM是可以扩展的，也就是说，可以把特定的领域知识让LLM（大语言模型）学习。这样就在一定 +程度上解决了局限性。

    +

    而LangChain项目就是这样的杀手锏，这里是官方文档。

    + + +

    本文代码和例子参考了使用langchain打造自己的大型语言模型(LLMs)，对中文资料进行处理。

    +

    OpenAI的key

    LangChain是一个框架，如果要使用，则需要调用大语言模型的API。正好有一朋友申请了OPENAI_API_KEY，这样就可以开始 +跑跑代码了。

    +

    代码

    以下是Python代码。

    +
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    import os
    from langchain.embeddings.openai import OpenAIEmbeddings
    from langchain.vectorstores import Chroma
    from langchain.text_splitter import TokenTextSplitter
    from langchain.llms import OpenAI
    from langchain.document_loaders import DirectoryLoader
    from langchain.chains import RetrievalQAWithSourcesChain, ChatVectorDBChain
    import jieba as jb

    os.environ["OPENAI_API_KEY"] = "sk-xxxxxxx"  # <-- 这里替换为申请的key


    def preprocess_txt():
        """
    由于中文的语法的特殊性，对于中文的文档必须要做一些预处理工作：词语的拆分，
    也就是要把中文的语句拆分成一个个基本的词语单位，这里我们会用的一个分词工具：jieba，
    它会帮助我们对资料库中的所有文本文件进行分词处理。不过我们首先将这3个时事新闻的文本文件放置到Data文件夹下面，
    然后在data文件夹下面再建一个子文件夹:cut, 用来存放被分词过的文档：
        """
        files = ['天龙八部.txt']

        for file in files:
            # 读取data文件夹中的中文文档
            my_file = f"./data/{file}"
            with open(my_file, "r", encoding='utf-8') as f:
                data = f.read()

            # 对中文文档进行分词处理
            cut_data = " ".join([w for w in list(jb.cut(data))])
            # 分词处理后的文档保存到data文件夹中的cut子文件夹中
            cut_file = f"./data/cut/cut_{file}"
            with open(cut_file, 'w') as f:
                f.write(cut_data)
                f.close()


    def embeddings():
        # 加载文档
        loader = DirectoryLoader('./data/cut', glob='**/*.txt')
        docs = loader.load()
        # 文档切块
        text_splitter = TokenTextSplitter(chunk_size=1000, chunk_overlap=0)
        doc_texts = text_splitter.split_documents(docs)
        # 调用openai Embeddings
        embeddings = OpenAIEmbeddings()
        # 向量化
        vectordb = Chroma.from_documents(doc_texts, embeddings, persist_directory="./data/cut")
        vectordb.persist()


    def ask():
        embeddings = OpenAIEmbeddings()

        docsearch = Chroma(persist_directory="./data/cut", embedding_function=embeddings)

        chain = ChatVectorDBChain.from_llm(OpenAI(temperature=0, model_name="gpt-3.5-turbo"), docsearch,
                                           return_source_documents=True)

        while True:
            try:
                # code to be executed repeatedly
                user_input = input("What's your question: ")

                chat_history = []
                result = chain({"question": user_input, "chat_history": chat_history})

                print("Answer: " + result["answer"].replace('\n', ' '))
            except KeyboardInterrupt:
                # code to be executed when Ctrl+C is pressed
                break


    if __name__ == '__main__':
        preprocess_txt()
        embeddings()
        ask()
    + +

    代码依赖模块

    Python3.11安装依赖

    +
    1
    pip install -r requirements.txt
    + +

    requirements.txt内容如下：

    +
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    aiohttp==3.8.4
    aiosignal==1.3.1
    anyio==3.7.0
    argilla==1.8.0
    async-timeout==4.0.2
    attrs==23.1.0
    backoff==2.2.1
    certifi==2023.5.7
    cffi==1.15.1
    chardet==5.1.0
    charset-normalizer==3.1.0
    chromadb==0.3.26
    click==8.1.3
    clickhouse-connect==0.6.0
    coloredlogs==15.0.1
    commonmark==0.9.1
    contourpy==1.0.7
    cryptography==41.0.1
    cycler==0.11.0
    dataclasses-json==0.5.7
    Deprecated==1.2.14
    duckdb==0.8.0
    et-xmlfile==1.1.0
    fastapi==0.96.0
    flatbuffers==23.5.26
    fonttools==4.39.4
    frozenlist==1.3.3
    greenlet==2.0.2
    h11==0.14.0
    hnswlib==0.7.0
    httpcore==0.16.3
    httptools==0.5.0
    httpx==0.23.3
    humanfriendly==10.0
    idna==3.4
    jieba==0.42.1
    joblib==1.2.0
    kiwisolver==1.4.4
    langchain==0.0.191
    lxml==4.9.2
    lz4==4.3.2
    Markdown==3.4.3
    marshmallow==3.19.0
    marshmallow-enum==1.5.1
    matplotlib==3.7.1
    monotonic==1.6
    mpmath==1.3.0
    msg-parser==1.2.0
    multidict==6.0.4
    mypy-extensions==1.0.0
    nltk==3.8.1
    numexpr==2.8.4
    numpy==1.23.5
    olefile==0.46
    onnxruntime==1.15.0
    openai==0.27.7
    openapi-schema-pydantic==1.2.4
    openpyxl==3.1.2
    overrides==7.3.1
    packaging==23.1
    pandas==1.5.3
    pdf2image==1.16.3
    pdfminer.six==20221105
    Pillow==9.5.0
    posthog==3.0.1
    protobuf==4.23.2
    pulsar-client==3.2.0
    pycparser==2.21
    pydantic==1.10.8
    Pygments==2.15.1
    pypandoc==1.11
    pyparsing==3.0.9
    python-dateutil==2.8.2
    python-docx==0.8.11
    python-dotenv==1.0.0
    python-magic==0.4.27
    python-pptx==0.6.21
    pytz==2023.3
    PyYAML==6.0
    regex==2023.6.3
    requests==2.31.0
    rfc3986==1.5.0
    rich==13.0.1
    six==1.16.0
    sniffio==1.3.0
    SQLAlchemy==2.0.15
    starlette==0.27.0
    sympy==1.12
    tabulate==0.9.0
    tenacity==8.2.2
    tiktoken==0.4.0
    tokenizers==0.13.3
    tqdm==4.65.0
    typer==0.9.0
    typing-inspect==0.9.0
    typing_extensions==4.6.3
    tzdata==2023.3
    unstructured==0.7.1
    urllib3==2.0.2
    uvicorn==0.22.0
    uvloop==0.17.0
    watchfiles==0.19.0
    websockets==11.0.3
    wrapt==1.14.1
    xlrd==2.0.1
    XlsxWriter==3.1.2
    yarl==1.9.2
    zstandard==0.21.0
    + +

    文本

    而文本则放在 “./data/“ 目录下，

    +

    天龙八部.txt 内容如下，就是一些明确的信息。

    +
    1
    2
    3
    4
    5
    段誉和乔峰，虚竹是兄弟。

    阿朱喜欢乔峰。

    段誉喜欢王语嫣。
    + +

    如果直接问ChatGPT，”段誉的兄弟是谁”, “段誉有几个兄弟”则ChatGPT回答有些混乱。

    +

    chatgpt-duanyu-brothers

    +

    运行测试

    直接运行后，测试提问，如下。

    +

    langchain1

    +

    langchain1

    +

    很有意思。

    +

    总结

      +
    1. 中文需要进行分词，与英文的处理不同。
      2. +
    2. 需要避免4096 TOKEN的限制，则只能使用文章中提到模型建立Chain。
      1
      2
      ChatVectorDBChain.from_llm(OpenAI(temperature=0, model_name="gpt-3.5-turbo"), docsearch,
                                             return_source_documents=True)
      3. +
    3. 还是需要VPN才能使用，另外OPEN_API_KEY是需要花钱的。
      4. +
    +

    参考

    + + +
    + +
    +
    +
    + + +
    + + + #langchain + + #openai + +
    + +
    + + + + + +
    +
    +
    玩一下LangChain
    +
    https://threelambda.com/2023/06/08/2023-6-8-langchain-openai/
    +
    +
    + +
    +
    作者
    +
    Ming Yang
    +
    + + +
    +
    发布于
    +
    2023年6月8日
    +
    + + + +
    +
    许可协议
    +
    + + + + + + + + + + +
    +
    + +
    +
    +
    + + + + +
    + + +
    + +
    + + +
    +
    +
    +
    + +
    + + + + +
    +
    +
    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/zh-hans/2023/06/09/2023-6-9-qt5-macos-lldb-debug/index.html b/zh-hans/2023/06/09/2023-6-9-qt5-macos-lldb-debug/index.html new file mode 100644 index 00000000..dd048e24 --- /dev/null +++ b/zh-hans/2023/06/09/2023-6-9-qt5-macos-lldb-debug/index.html @@ -0,0 +1,717 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + MacOS下LLDB调试Qt5程序 - CodeCraft + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + + +
    + + + + + + +
    + +
    + +
    + + + +
    +
    +
    + + +
    + +
    +
    +
    +
    +

    MacOS下LLDB调试Qt5程序

    + + +
    + +

    LLDB调试Qt5的问题

    MacOS下，LLDB调试Qt5应用通常会遇到无法打印QString变量的问题。

    +
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    * thread #1, queue = 'com.apple.main-thread', stop reason = breakpoint 1.1
        frame #0: 0x0000000100003a81 a.out`main(argc=1, argv=0x00007ff7bfefeb40) at test.cpp:10:11
       7   	   QCoreApplication a(argc, argv);
       8   	
       9   	   QString s = "Hello World";
    -> 10  	   return a.exec();
       11  	}
    Target 0: (a.out) stopped.
    (lldb) print s
    (QString) $0 = {
      d = 0x0000600000c04b70
    }
    + +

    这里无法获取变量s的值Hello World，只能看到一个地址。

    + + +

    同样的，使用CLion等IDE使用LLDB调试Qt5应用的时候，也无法看到值。

    +

    LLDB Qt Formatter

    英雄来了， https://github.com/ayuckhulk/lldb-qt-formatters

    +
    +

    I use Xcode and LLDB to debug my Qt programs, and got tired with there being no visualisation for all the built-in types. Here I endeavour to make all of these types visible through the debugger. Works with Qt 5.x. Tested with Qt 5.9.8, 5.13.2 and XCode 11.

    +
    +

    作者使用Xcode和LLDB开发Qt，苦于debug的时候看不到qt的内建类型的值。

    +

    怎么办呢，简单的说就是LLDB启动的时候，加载python脚本，把内建类型的显示值的计算方法替换掉。也就是LLDB可以加载这样的自定义Formatter， +对变量进行格式化输出 —— Variable Formatting， +Python脚本非常适合实现复杂的Formatter —— Python Scripting

    +

    安装方法如下：

    +
    +

    git clone this repo somewhere, e.g. ~/qtlldb. Then add the following lines to your ~/.lldbinit:

    +

    command script import ~/qtlldb/QtFormatters.py
    +command source ~/qtlldb/QtFormatters.lldb

    +
    +

    这样，Qt的如下内建类型的值都可以在调试的时候可视化了。

    +
      +
    • QString
      • +
    • QUrl
      • +
    • QList
      • +
    • QVector
      • +
    • QPointer
      • +
    • QSize
      • +
    • QSizeF
      • +
    • QPoint
      • +
    • QPointF
      • +
    • QRect
      • +
    • QRectF
      • +
    • QUuid
      • +
    +

    测试

    还用如下test.cpp代码测试，仅仅测试QString类型。

    +
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    11
    #include <QCoreApplication>
    #include <QString>


    int main(int argc, char *argv[])
    {
       QCoreApplication a(argc, argv);

       QString s = "Hello World";
       return a.exec();
    }
    + +

    编译一下

    +
    1
    g++ -std=c++11 test.cpp $(pkg-config --cflags --libs Qt5Core) -g
    + +

    这里需要设置PKG_CONFIG_PATH一下

    +
    1
    export PKG_CONFIG_PATH="/usr/local/opt/qt@5/lib/"
    + +

    然后LLDB调试a.out。

    +
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    $ lldb a.out
    (lldb) target create "a.out"
    Current executable set to '/Users/ym/tmp/lldb-qt-formatters/lldbtests/a.out' (x86_64).
    (lldb) b 10
    Breakpoint 1: where = a.out`main + 65 at test.cpp:10:11, address = 0x0000000100003a81
    (lldb) r
    Process 53042 launched: '/Users/ym/tmp/lldb-qt-formatters/lldbtests/a.out' (x86_64)
    Process 53042 stopped
    * thread #1, queue = 'com.apple.main-thread', stop reason = breakpoint 1.1
        frame #0: 0x0000000100003a81 a.out`main(argc=1, argv=0x00007ff7bfefeb40) at test.cpp:10:11
       7   	   QCoreApplication a(argc, argv);
       8   	
       9   	   QString s = "Hello World";
    -> 10  	   return a.exec();
       11  	}
    Target 0: (a.out) stopped.
    (lldb) print s
    (QString) $0 = "Hello World" {
      d = 0x0000600000c003f0
    }
    (lldb)
    + +

    这里18行”Hello World”显示出来了。

    +

    总结

    对LLDB启动进行设置之后，CLion里也可以愉快的调试了。

    +

    lldb-debug-qt

    + + +
    + +
    +
    +
    + + +
    + + + #debug + + #qt5 + + #macos + + #lldb + +
    + +
    + + + + + +
    +
    +
    MacOS下LLDB调试Qt5程序
    +
    https://threelambda.com/2023/06/09/2023-6-9-qt5-macos-lldb-debug/
    +
    +
    + +
    +
    作者
    +
    Ming Yang
    +
    + + +
    +
    发布于
    +
    2023年6月9日
    +
    + + + +
    +
    许可协议
    +
    + + + + + + + + + + +
    +
    + +
    +
    +
    + + + + +
    + + +
    + +
    + + +
    +
    +
    +
    + +
    + + + + +
    +
    +
    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/zh-hans/2024/07/18/2024-7-18-slang-ast-hier-tree/index.html b/zh-hans/2024/07/18/2024-7-18-slang-ast-hier-tree/index.html new file mode 100644 index 00000000..4c1dc8a6 --- /dev/null +++ b/zh-hans/2024/07/18/2024-7-18-slang-ast-hier-tree/index.html @@ -0,0 +1,728 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + 如何更好的打印语法树结构 - CodeCraft + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + + +
    + + + + + + +
    + +
    + +
    + + + +
    +
    +
    + + +
    + +
    +
    +
    +
    +

    如何更好的打印语法树结构

    + + +
    + +

    什么是语法树

    语法树（Syntax Tree），是一种树状数据结构， +用于表示源代码的语法结构。每个节点都表示源代码中的一种语法结构。 +语法树在编译器和解释器中被广泛使用，以帮助分析和处理编程语言的源代码。

    + + +

    语法树可以进一步分成具体语法树（Concrete Syntax Tree）和抽象语法树（Abstract Syntax Tree）。 +编译器前端通常会根据BNF语法生成CST，然后再根据语义构建AST。

    +

    为了方便用户使用语法树，通常会支持Visitor设计模式，这样自定义的Visitor就可以针对感兴趣的节点类型进行遍历。

    +

    所以这样就引出一个问题，节点类型那么多，如何能直观的看到这个树形结构呢？尤其对于不支持反射的C++，无法Debug查看类型

    +

    下面是作者在基于slang项目开发Lint规则的时候，作出的一些尝试。

    +

    slang是一个Modern C++项目，使用了很多C++17和C++20新特性。

    +
    +

    slang is a software library that provides various components for lexing, parsing, type checking, and elaborating SystemVerilog code. It comes with an executable tool that can compile and lint any SystemVerilog project, but it is also intended to be usable as a front end for synthesis tools, simulators, linters, code editors, and refactoring tools.

    +

    slang is the fastest and most compliant SystemVerilog frontend

    +
    +

    那么在说明这个问题之前，还是要对SystemVerilog进行简单的介绍。然后给出序列化为json格式的语法树，最后给出作者方案作为比较。

    +

    SystemVerilog简介

    SystemVerilog 是一种硬件描述和验证语言（HDVL），是Verilog硬件描述语言的扩展。它结合了硬件描述语言（HDL）和硬件验证语言（HVL）的特性，旨在提供一种更强大和灵活的工具来设计和验证数字系统。SystemVerilog 由 Accellera 标准组织开发，并已被 IEEE 标准协会标准化为 IEEE 1800。

    +

    SystemVerilog 的主要特点

      +
    1. 综合和仿真：支持设计综合（synthesis）和仿真（simulation），可以用来描述硬件电路并验证其行为。
      2. +
    2. 面向对象编程：引入了面向对象编程（OOP）概念，如类（class）、继承（inheritance）、多态（polymorphism）等，用于更复杂的测试平台开发。
      3. +
    3. 高级验证功能：包含了许多高级验证功能，如断言（assertions）、约束随机化（constraint randomization）、覆盖率（coverage）等。
      4. +
    4. 接口和模块化：支持接口（interface）和模块化编程，促进设计的可重用性和模块化。
      5. +
    5. 并行处理：具有并行处理能力，可以描述并行硬件行为。
      6. +
    6. 组合逻辑和时序逻辑：支持组合逻辑和时序逻辑的建模。
      7. +
    +

    SystemVerilog 的基本构造

    模块

    模块（module）是 SystemVerilog 的基本构造，用于定义电路的结构和行为。例如：

    +
    1
    2
    3
    4
    5
    6
    7
    module adder (
        input logic [3:0] a,
        input logic [3:0] b,
        output logic [3:0] sum
    );
        assign sum = a + b;
    endmodule
    + +

    接口

    接口（interface）用于定义模块之间的通信信号。例如：

    +
    1
    2
    3
    4
    5
    6
    7
    interface simple_bus (
        input logic clk,
        input logic reset
    );
        logic [7:0] data;
        logic valid;
    endinterface
    + +

    类

    类（class）用于验证环境中的面向对象编程。例如：

    +
    1
    2
    3
    4
    5
    6
    7
    8
    class Packet;
        rand bit [7:0] addr;
        rand bit [7:0] data;

        function void display();
            $display("Address: %0h, Data: %0h", addr, data);
        endfunction
    endclass
    + +

    SystemVerilog 的应用

      +
    1. 硬件设计：用于描述数字电路的结构和行为，可以综合成实际的硬件电路。
      2. +
    2. 硬件验证：提供了丰富的验证功能，用于验证数字设计的正确性和性能，包括功能验证和形式验证。
      3. +
    3. 测试平台开发：可以用来开发复杂的测试平台，进行全面的硬件设计验证。
      4. +
    +

    SystemVerilog 的优势

      +
    1. 增强的表达能力：相比于 Verilog，SystemVerilog 提供了更强大的语法和语义，可以更高效地描述复杂的硬件和验证环境。
      2. +
    2. 高效的验证方法：引入了约束随机化、覆盖率驱动验证和断言等先进验证技术，大大提高了验证效率。
      3. +
    3. 面向对象编程：支持面向对象编程，使得验证代码更具结构性和可维护性。
      4. +
    +

    总的来说，SystemVerilog 是一种强大且灵活的硬件描述和验证语言，广泛应用于现代数字电路设计和验证领域。

    +

    slang给出的json格式的AST

    slang项目提供了一个命令行工具，并提供了--ast-json来序列化AST为json格式。还是以这个加法器模块为例，

    +
    1
    2
    3
    4
    5
    6
    7
    module adder (
        input logic [3:0] a,
        input logic [3:0] b,
        output logic [3:0] sum
    );
        assign sum = a + b;
    endmodule
    +

    序列化的json结构如下

    +
    1
    2
    3
    4
    5
    6
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    {
      "design": {
        "name": "$root",
        "kind": "Root",
        "addr": 2199025570624,
        "members": [
          {
            "name": "",
            "kind": "CompilationUnit",
            "addr": 2199025963792
          },
          {
            "name": "adder",
            "kind": "Instance",
            "addr": 2199025964560,
            "body": {
              "name": "adder",
              "kind": "InstanceBody",
              "addr": 2199025964184,
              "members": [
                {
                  "name": "a",
                  "kind": "Port",
                  "addr": 2199025964704,
                  "type": "logic[3:0]",
                  "direction": "In",
                  "internalSymbol": "2199025964880 a"
                },
                {
                  "name": "a",
                  "kind": "Variable",
                  "addr": 2199025964880,
                  "type": "logic[3:0]",
                  "lifetime": "Static"
                },
                {
                  "name": "b",
                  "kind": "Port",
                  "addr": 2199025965256,
                  "type": "logic[3:0]",
                  "direction": "In",
                  "internalSymbol": "2199025965432 b"
                },
                {
                  "name": "b",
                  "kind": "Variable",
                  "addr": 2199025965432,
                  "type": "logic[3:0]",
                  "lifetime": "Static"
                },
                {
                  "name": "sum",
                  "kind": "Port",
                  "addr": 2199025965808,
                  "type": "logic[3:0]",
                  "direction": "Out",
                  "internalSymbol": "2199025965984 sum"
                },
                {
                  "name": "sum",
                  "kind": "Variable",
                  "addr": 2199025965984,
                  "type": "logic[3:0]",
                  "lifetime": "Static"
                },
                {
                  "name": "",
                  "kind": "ContinuousAssign",
                  "addr": 2199025966384,
                  "assignment": {
                    "kind": "Assignment",
                    "type": "logic[3:0]",
                    "left": {
                      "kind": "NamedValue",
                      "type": "logic[3:0]",
                      "symbol": "2199025965984 sum"
                    },
                    "right": {
                      "kind": "BinaryOp",
                      "type": "logic[3:0]",
                      "op": "Add",
                      "left": {
                        "kind": "NamedValue",
                        "type": "logic[3:0]",
                        "symbol": "2199025964880 a"
                      },
                      "right": {
                        "kind": "NamedValue",
                        "type": "logic[3:0]",
                        "symbol": "2199025965432 b"
                      }
                    },
                    "isNonBlocking": false
                  }
                }
              ],
              "definition": "2199025746816 adder"
            },
            "connections": [
            ]
          }
        ]
      },
      "definitions": [
        {
          "name": "adder",
          "kind": "Definition",
          "addr": 2199025746816,
          "defaultNetType": "2199025567936 wire",
          "definitionKind": "Module",
          "defaultLifetime": "Static",
          "unconnectedDrive": "None"
        }
      ]
    }
    + +

    是不是首先感到，这个json格式有点太长了，因为一个节点会有很多属性。而且通过缩进也很难看出来节点的父子关系。

    +

    tree命令行的启发

    树状结构是一个二维结构，很难展示。不过命令工具tree打印的树状结构非常清晰。

    +
    1
    2
    3
    4
    5
    6
    7
    $ tree .
    .
    ├── dir1
    │    └── a.txt
    └── dir2
         ├── b.txt
         └── c.txt
    +

    可以看到这种展示方式很好的把父子关系展示了出来，清楚的看到一个目录下所包含的文件。

    +

    这种具体的层次树hierarchical tree称之为目录树。

    +

    解决方案展示

    还是这个sv代码

    +
    1
    2
    3
    4
    5
    6
    7
    module adder (
        input logic [3:0] a,
        input logic [3:0] b,
        output logic [3:0] sum
    );
        assign sum = a + b;
    endmodule
    + +

    AST的优化展示

    我们展示一下用目录树的方式，展现AST

    +

    adder-ast +可以看到每一行都是一个key-value键值对，用冒号分隔。同时加上term颜色区分。

    +

    绿色的key是节点的class类型，value部分则是节点的属性信息，以空格分隔。

    +

    这样就可以以紧凑的方式展示AST。

    +

    CST的优化展示

    slang并没有给出命令行的方式展现CST，但是用户可能需要直接访问CST进行一些处理， +例如：格式化sv代码。

    +

    下面是用相似的方式展现adder的CST数据结构。可以看出来，叶子节点的value就是该节点的原始文本。

    +

    adder-cst

    +

    总结

    参考目录树的展示方式，结合key-value和term color给出了更加紧凑和清晰的语法树展现方式。这种方式更加方便用户基于AST和CST进行开发。

    +

    但是这种方式的缺点也是明确的， +就是不适合作为文本方式保存。也不适合展示大的代码。当然json方式也不适合（但是都可以通过hierarchical path的约束，只展示部分语法树结构。）。

    + + +
    + +
    +
    +
    + + +
    + + + #c++ + + #AST + + #tree + +
    + +
    + + + + + +
    +
    +
    如何更好的打印语法树结构
    +
    https://threelambda.com/2024/07/18/2024-7-18-slang-ast-hier-tree/
    +
    +
    + +
    +
    作者
    +
    Ming Yang
    +
    + + +
    +
    发布于
    +
    2024年7月18日
    +
    + + + +
    +
    许可协议
    +
    + + + + + + + + + + +
    +
    + +
    +
    +
    + + + + +
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    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/zh-hans/404.html b/zh-hans/404.html new file mode 100644 index 00000000..41a503ad --- /dev/null +++ b/zh-hans/404.html @@ -0,0 +1,361 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + 页面不存在 - CodeCraft + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + + +
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    + + + + + + + + + + + + + + + + + + + +
    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/zh-hans/CNAME b/zh-hans/CNAME new file mode 100644 index 00000000..9b693ee1 --- /dev/null +++ b/zh-hans/CNAME @@ -0,0 +1 @@ +threelambda.com diff --git a/zh-hans/about/2019-4-2-bt-7.html b/zh-hans/about/2019-4-2-bt-7.html new file mode 100644 index 00000000..6ddebeba --- /dev/null +++ b/zh-hans/about/2019-4-2-bt-7.html @@ -0,0 +1,446 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + BitTorrent协议（七）之路由表 - CodeCraft + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + + +
    + + + + + + +
    + +
    + +
    + +
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    + +
    +
    +
    + + +
    +

    路由表（Routing Table)

    BitTorrent的BEP5简单描述了Kademlia路由表。 +结合github上的dht项目中路由表的实现，来讨论一下。最后实现 +一个路由表的数据结构。

    + + +

    Kademlia路由表

    Kademlia路由表是一种DHT（分布式散列表），并且是应用很广泛，是很多分布式协议的基础数据结构，例如BitCoin。

    +

    举一个例子来说明Kademlia路由表的数据结构。

    +

    假如有16个节点，节点的id以二进制串进行表示，长度都为4，那么16个节点如下

    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    编号id编号id
    0000081000
    1000191001
    20010101010
    30011111011
    40100121100
    50101131101
    60110141110
    70111151111
    +

    对于节点11(1011)，假如

    + + + + +
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    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/zh-hans/about/index.html b/zh-hans/about/index.html new file mode 100644 index 00000000..6d69e264 --- /dev/null +++ b/zh-hans/about/index.html @@ -0,0 +1,501 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + 关于 - CodeCraft + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
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    + avatar +
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    +
    杨明
    +
    alenym@gmail.com
    +
    + + + + + + + + + +
    +
    +
    + +
    +
    +

    这是杨明的技术博客，以下是一些个人项目。

    + + +
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    共计 46 篇文章

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    2016

    + + + +
    [leetcode 200]Number of Islands 原创解法
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    共计 46 篇文章

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    2016

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    [leetcode 224 & 227]Basic Calculator I & II 原创解法
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    2017

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    Gradle脚本实现web开发框架的一键构建
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    Write a simple parser for MiniLisp by using JavaCC
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    2017

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    How to resize VirtualBox fixed image size and keep contents unchanged ?
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    [leetcode 312]Burst Balloons原创解法
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    2017

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    从大文件中找到出现次数最多的10个数
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    在WIN10下使用Cython
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    [leetcode 337]打败了100%的解法
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    宏扩展的执行逻辑初探(一)
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    BitTorrent协议（六）之种子嗅探器
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    Java语言中bytes convert to string and back not equal
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format('woff'); +} +/* variables */ +/* functions & mixins */ +/* variables - calculated */ +/* styles */ +.gt-container { + -webkit-box-sizing: border-box; + box-sizing: border-box; + font-size: 16px; + /* loader */ + /* error */ + /* initing */ + /* no int */ + /* link */ + /* meta */ + /* popup */ + /* header */ + /* comments */ + /* comment */ +} +.gt-container * { + -webkit-box-sizing: border-box; + box-sizing: border-box; +} +.gt-container a { + color: #6190e8; +} +.gt-container a:hover { + color: #81a6ed; + border-color: #81a6ed; +} +.gt-container a.is--active { + color: #333; + cursor: default !important; +} +.gt-container a.is--active:hover { + color: #333; +} +.gt-container .hide { + display: none !important; +} +.gt-container .gt-svg { + display: inline-block; + width: 1em; + height: 1em; + vertical-align: sub; +} +.gt-container .gt-svg svg { + width: 100%; + height: 100%; + fill: #6190e8; +} +.gt-container .gt-ico { + display: inline-block; +} +.gt-container .gt-ico-text { + margin-left: 0.3125em; +} +.gt-container .gt-ico-github { + width: 100%; + height: 100%; +} +.gt-container .gt-ico-github .gt-svg { + width: 100%; + height: 100%; +} +.gt-container .gt-ico-github svg { + fill: inherit; +} +.gt-container .gt-spinner { + position: relative; +} +.gt-container .gt-spinner::before { + content: ''; + -webkit-box-sizing: border-box; + box-sizing: border-box; + position: absolute; + top: 3px; + width: 0.75em; + height: 0.75em; + margin-top: -0.1875em; + margin-left: -0.375em; + border-radius: 50%; + border: 1px solid #fff; + border-top-color: #6190e8; + -webkit-animation: gt-kf-rotate 0.6s linear infinite; + animation: gt-kf-rotate 0.6s linear infinite; +} +.gt-container .gt-loader { + position: relative; + border: 1px solid #999; + -webkit-animation: ease gt-kf-rotate 1.5s infinite; + animation: ease gt-kf-rotate 1.5s infinite; + display: inline-block; + font-style: normal; + width: 1.75em; + height: 1.75em; + line-height: 1.75em; + border-radius: 50%; +} +.gt-container .gt-loader:before { + content: ''; + position: absolute; + display: block; + top: 0; + left: 50%; + margin-top: -0.1875em; + margin-left: -0.1875em; + width: 0.375em; + height: 0.375em; + background-color: #999; + border-radius: 50%; +} +.gt-container .gt-avatar { + display: inline-block; + width: 3.125em; + height: 3.125em; +} +@media (max-width: 479px) { + .gt-container .gt-avatar { + width: 2em; + height: 2em; + } +} +.gt-container .gt-avatar img { + width: 100%; + height: auto; + border-radius: 3px; +} +.gt-container .gt-avatar-github { + width: 3em; + height: 3em; +} +@media (max-width: 479px) { + .gt-container .gt-avatar-github { + width: 1.875em; + height: 1.875em; + } +} +.gt-container .gt-btn { + padding: 0.75em 1.25em; + display: inline-block; + line-height: 1; + text-decoration: none; + white-space: nowrap; + cursor: pointer; + border: 1px solid #6190e8; + border-radius: 5px; + background-color: #6190e8; + color: #fff; + outline: none; + font-size: 0.75em; +} +.gt-container .gt-btn-text { + font-weight: 400; +} +.gt-container .gt-btn-loading { + position: relative; + margin-left: 0.5em; + display: inline-block; + width: 0.75em; + height: 1em; + vertical-align: top; +} +.gt-container .gt-btn.is--disable { + cursor: not-allowed; + opacity: 0.5; +} +.gt-container .gt-btn-login { + margin-right: 0; +} +.gt-container .gt-btn-preview { + background-color: #fff; + color: #6190e8; +} +.gt-container .gt-btn-preview:hover { + background-color: #f2f2f2; + border-color: #81a6ed; +} +.gt-container .gt-btn-public:hover { + background-color: #81a6ed; + border-color: #81a6ed; +} +.gt-container .gt-error { + text-align: center; + margin: 0.625em; + color: #ff3860; +} +.gt-container .gt-initing { + padding: 1.25em 0; + text-align: center; +} +.gt-container .gt-initing-text { + margin: 0.625em auto; + font-size: 92%; +} +.gt-container .gt-no-init { + padding: 1.25em 0; + text-align: center; +} +.gt-container .gt-link { + border-bottom: 1px dotted #6190e8; +} +.gt-container .gt-link-counts, +.gt-container .gt-link-project { + text-decoration: none; +} +.gt-container .gt-meta { + margin: 1.25em 0; + padding: 1em 0; + position: relative; + border-bottom: 1px solid #e9e9e9; + font-size: 1em; + position: relative; + z-index: 10; +} +.gt-container .gt-meta:before, +.gt-container .gt-meta:after { + content: " "; + display: table; +} +.gt-container .gt-meta:after { + clear: both; +} +.gt-container .gt-counts { + margin: 0 0.625em 0 0; +} +.gt-container .gt-user { + float: right; + margin: 0; + font-size: 92%; +} +.gt-container .gt-user-pic { + width: 16px; + height: 16px; + vertical-align: top; + margin-right: 0.5em; +} +.gt-container .gt-user-inner { + display: inline-block; + cursor: pointer; +} +.gt-container .gt-user .gt-ico { + margin: 0 0 0 0.3125em; +} +.gt-container .gt-user .gt-ico svg { + fill: inherit; +} +.gt-container .gt-user .is--poping .gt-ico svg { + fill: #6190e8; +} +.gt-container .gt-version { + color: #a1a1a1; + margin-left: 0.375em; +} +.gt-container .gt-copyright { + margin: 0 0.9375em 0.5em; + border-top: 1px solid #e9e9e9; + padding-top: 0.5em; +} +.gt-container .gt-popup { + position: absolute; + right: 0; + top: 2.375em; + background: #fff; + display: inline-block; + border: 1px solid #e9e9e9; + padding: 0.625em 0; + font-size: 0.875em; + letter-spacing: 0.5px; +} +.gt-container .gt-popup .gt-action { + cursor: pointer; + display: block; + margin: 0.5em 0; + padding: 0 1.125em; + position: relative; + text-decoration: none; +} +.gt-container .gt-popup .gt-action.is--active:before { + content: ''; + width: 0.25em; + height: 0.25em; + background: #6190e8; + position: absolute; + left: 0.5em; + top: 0.4375em; +} +.gt-container .gt-header { + position: relative; + display: -webkit-box; + display: -ms-flexbox; + display: flex; +} +.gt-container .gt-header-comment { + -webkit-box-flex: 1; + -ms-flex: 1; + flex: 1; + margin-left: 1.25em; +} +@media (max-width: 479px) { + .gt-container .gt-header-comment { + margin-left: 0.875em; + } +} +.gt-container .gt-header-textarea { + padding: 0.75em; + display: block; + -webkit-box-sizing: border-box; + box-sizing: border-box; + width: 100%; + min-height: 5.125em; + max-height: 15em; + border-radius: 5px; + border: 1px solid rgba(0,0,0,0.1); + font-size: 0.875em; + word-wrap: break-word; + resize: vertical; + background-color: #f6f6f6; + outline: none; + -webkit-transition: all 0.25s ease; + transition: all 0.25s ease; +} +.gt-container .gt-header-textarea:hover { + background-color: #fbfbfb; +} +.gt-container .gt-header-preview { + padding: 0.75em; + border-radius: 5px; + border: 1px solid rgba(0,0,0,0.1); + background-color: #f6f6f6; +} +.gt-container .gt-header-controls { + position: relative; + margin: 0.75em 0 0; +} +.gt-container .gt-header-controls:before, +.gt-container .gt-header-controls:after { + content: " "; + display: table; +} +.gt-container .gt-header-controls:after { + clear: both; +} +@media (max-width: 479px) { + .gt-container .gt-header-controls { + margin: 0; + } +} +.gt-container .gt-header-controls-tip { + font-size: 0.875em; + color: #6190e8; + text-decoration: none; + vertical-align: sub; +} +@media (max-width: 479px) { + .gt-container .gt-header-controls-tip { + display: none; + } +} +.gt-container .gt-header-controls .gt-btn { + float: right; + margin-left: 1.25em; +} +@media (max-width: 479px) { + .gt-container .gt-header-controls .gt-btn { + float: none; + width: 100%; + margin: 0.75em 0 0; + } +} +.gt-container:after { + content: ''; + position: fixed; + bottom: 100%; + left: 0; + right: 0; + top: 0; + opacity: 0; +} +.gt-container.gt-input-focused { + position: relative; +} +.gt-container.gt-input-focused:after { + content: ''; + position: fixed; + bottom: 0%; + left: 0; + right: 0; + top: 0; + background: #000; + opacity: 0.6; + -webkit-transition: opacity 0.3s, bottom 0s; + transition: opacity 0.3s, bottom 0s; + z-index: 9999; +} +.gt-container.gt-input-focused .gt-header-comment { + z-index: 10000; +} +.gt-container .gt-comments { + padding-top: 1.25em; +} +.gt-container .gt-comments-null { + text-align: center; +} +.gt-container .gt-comments-controls { + margin: 1.25em 0; + text-align: center; +} +.gt-container .gt-comment { + position: relative; + padding: 0.625em 0; + display: -webkit-box; + display: -ms-flexbox; + display: flex; +} +.gt-container .gt-comment-content { + -webkit-box-flex: 1; + -ms-flex: 1; + flex: 1; + margin-left: 1.25em; + padding: 0.75em 1em; + background-color: #f9f9f9; + overflow: auto; + -webkit-transition: all ease 0.25s; + transition: all ease 0.25s; +} +.gt-container .gt-comment-content:hover { + -webkit-box-shadow: 0 0.625em 3.75em 0 #f4f4f4; + box-shadow: 0 0.625em 3.75em 0 #f4f4f4; +} +@media (max-width: 479px) { + .gt-container .gt-comment-content { + margin-left: 0.875em; + padding: 0.625em 0.75em; + } +} +.gt-container .gt-comment-header { + margin-bottom: 0.5em; + font-size: 0.875em; + position: relative; +} +.gt-container .gt-comment-block-1 { + float: right; + height: 1.375em; + width: 2em; +} +.gt-container .gt-comment-block-2 { + float: right; + height: 1.375em; + width: 4em; +} +.gt-container .gt-comment-username { + font-weight: 500; + color: #6190e8; + text-decoration: none; +} +.gt-container .gt-comment-username:hover { + text-decoration: underline; +} +.gt-container .gt-comment-text { + margin-left: 0.5em; + color: #a1a1a1; +} +.gt-container .gt-comment-date { + margin-left: 0.5em; + color: #a1a1a1; +} +.gt-container .gt-comment-like, +.gt-container .gt-comment-edit, +.gt-container .gt-comment-reply { + position: absolute; + height: 1.375em; +} +.gt-container .gt-comment-like:hover, +.gt-container .gt-comment-edit:hover, +.gt-container .gt-comment-reply:hover { + cursor: pointer; +} +.gt-container .gt-comment-like { + top: 0; + right: 2em; +} +.gt-container .gt-comment-edit, +.gt-container .gt-comment-reply { + top: 0; + right: 0; +} +.gt-container .gt-comment-body { + color: #333 !important; +} +.gt-container .gt-comment-body .email-hidden-toggle a { + display: inline-block; + height: 12px; + padding: 0 9px; + font-size: 12px; + font-weight: 600; + line-height: 6px; + color: #444d56; + text-decoration: none; + vertical-align: middle; + background: #dfe2e5; + border-radius: 1px; +} +.gt-container .gt-comment-body .email-hidden-toggle a:hover { + background-color: #c6cbd1; +} +.gt-container .gt-comment-body .email-hidden-reply { + display: none; + white-space: pre-wrap; +} +.gt-container .gt-comment-body .email-hidden-reply .email-signature-reply { + padding: 0 15px; + margin: 15px 0; + color: #586069; + border-left: 4px solid #dfe2e5; +} +.gt-container .gt-comment-body .email-hidden-reply.expanded { + display: block; +} +.gt-container .gt-comment-admin .gt-comment-content { + background-color: #f6f9fe; +} +@-webkit-keyframes gt-kf-rotate { + 0% { + -webkit-transform: rotate(0); + transform: rotate(0); + } + 100% { + -webkit-transform: rotate(360deg); + transform: rotate(360deg); + } +} +@keyframes gt-kf-rotate { + 0% { + -webkit-transform: rotate(0); + transform: rotate(0); + } + 100% { + -webkit-transform: rotate(360deg); + transform: rotate(360deg); + } +} diff --git a/zh-hans/css/highlight-dark.css b/zh-hans/css/highlight-dark.css new file mode 100644 index 00000000..13d6ac81 --- /dev/null +++ b/zh-hans/css/highlight-dark.css @@ -0,0 +1,62 @@ +pre code.hljs { + display: block; + overflow-x: auto; + padding: 1em +} +code.hljs { + padding: 3px 5px +} +/* + +Dark style from softwaremaniacs.org (c) Ivan Sagalaev + +*/ +.hljs { + color: #ddd; + background: #303030 +} +.hljs-keyword, +.hljs-selector-tag, +.hljs-literal, +.hljs-section, +.hljs-link { + color: white +} +.hljs-subst { + /* default */ + +} +.hljs-string, +.hljs-title, +.hljs-name, +.hljs-type, +.hljs-attribute, +.hljs-symbol, +.hljs-bullet, +.hljs-built_in, +.hljs-addition, +.hljs-variable, +.hljs-template-tag, +.hljs-template-variable { + color: #d88 +} +.hljs-comment, +.hljs-quote, +.hljs-deletion, +.hljs-meta { + color: #979797 +} +.hljs-keyword, +.hljs-selector-tag, +.hljs-literal, +.hljs-title, +.hljs-section, +.hljs-doctag, +.hljs-type, +.hljs-name, +.hljs-strong { + font-weight: bold +} +.hljs-emphasis { + font-style: italic +} diff --git a/zh-hans/css/highlight.css b/zh-hans/css/highlight.css new file mode 100644 index 00000000..acd5468e --- /dev/null +++ b/zh-hans/css/highlight.css @@ -0,0 +1,118 @@ +pre code.hljs { + display: block; + overflow-x: auto; + padding: 1em +} +code.hljs { + padding: 3px 5px +} +/*! + Theme: GitHub + Description: Light theme as seen on github.com + Author: github.com + Maintainer: @Hirse + Updated: 2021-05-15 + + Outdated base version: https://github.com/primer/github-syntax-light + Current colors taken from GitHub's CSS +*/ +.hljs { + color: #24292e; + background: #ffffff +} +.hljs-doctag, +.hljs-keyword, +.hljs-meta .hljs-keyword, +.hljs-template-tag, +.hljs-template-variable, +.hljs-type, +.hljs-variable.language_ { + /* prettylights-syntax-keyword */ + color: #d73a49 +} +.hljs-title, +.hljs-title.class_, +.hljs-title.class_.inherited__, +.hljs-title.function_ { + /* prettylights-syntax-entity */ + color: #6f42c1 +} +.hljs-attr, +.hljs-attribute, +.hljs-literal, +.hljs-meta, +.hljs-number, +.hljs-operator, +.hljs-variable, +.hljs-selector-attr, +.hljs-selector-class, +.hljs-selector-id { + /* prettylights-syntax-constant */ + color: #005cc5 +} +.hljs-regexp, +.hljs-string, +.hljs-meta .hljs-string { + /* prettylights-syntax-string */ + color: #032f62 +} +.hljs-built_in, +.hljs-symbol { + /* prettylights-syntax-variable */ + color: #e36209 +} +.hljs-comment, +.hljs-code, +.hljs-formula { + /* prettylights-syntax-comment */ + color: #6a737d +} +.hljs-name, +.hljs-quote, +.hljs-selector-tag, +.hljs-selector-pseudo { + /* prettylights-syntax-entity-tag */ + color: #22863a +} +.hljs-subst { + /* prettylights-syntax-storage-modifier-import */ + color: #24292e +} +.hljs-section { + /* prettylights-syntax-markup-heading */ + color: #005cc5; + font-weight: bold +} +.hljs-bullet { + /* prettylights-syntax-markup-list */ + color: #735c0f +} +.hljs-emphasis { + /* prettylights-syntax-markup-italic */ + color: #24292e; + font-style: italic +} +.hljs-strong { + /* prettylights-syntax-markup-bold */ + color: #24292e; + font-weight: bold +} +.hljs-addition { + /* prettylights-syntax-markup-inserted */ + color: #22863a; + background-color: #f0fff4 +} +.hljs-deletion { + /* prettylights-syntax-markup-deleted */ + color: #b31d28; + background-color: #ffeef0 +} +.hljs-char.escape_, +.hljs-link, +.hljs-params, +.hljs-property, +.hljs-punctuation, +.hljs-tag { + /* purposely ignored */ + +} diff --git a/zh-hans/css/main.css b/zh-hans/css/main.css new file mode 100644 index 00000000..82043182 --- /dev/null +++ b/zh-hans/css/main.css @@ -0,0 +1,2238 @@ +.anchorjs-link { + text-decoration: none !important; + transition: opacity 0.2s ease-in-out; +} +.markdown-body h1:hover > .anchorjs-link, +h2:hover > .anchorjs-link, +h3:hover > .anchorjs-link, +h4:hover > .anchorjs-link, +h5:hover > .anchorjs-link, +h6:hover > .anchorjs-link { + opacity: 1; +} +.banner { + height: 100%; + position: relative; + overflow: hidden; + cursor: default; +} +.banner .mask { + position: absolute; + width: 100%; + height: 100%; + background-color: rgba(0,0,0,0.3); +} +.banner[parallax="true"] { + will-change: transform; + -webkit-transform-style: preserve-3d; + -webkit-backface-visibility: hidden; + transition: transform 0.05s ease-out; +} +@media (max-width: 100vh) { + .header-inner { + max-height: 100vw; + } + #board { + margin-top: -1rem !important; + } +} +@media (max-width: 79.99vh) { + .scroll-down-bar { + display: none; + } +} +#board { + position: relative; + margin-top: -2rem; + padding: 3rem 0; + background-color: var(--board-bg-color); + transition: background-color 0.2s ease-in-out; + border-radius: 0.5rem; + z-index: 3; + -webkit-box-shadow: 0 12px 15px 0 rgba(0,0,0,0.24), 0 17px 50px 0 rgba(0,0,0,0.19); + box-shadow: 0 12px 15px 0 rgba(0,0,0,0.24), 0 17px 50px 0 rgba(0,0,0,0.19); +} +.code-widget { + display: inline-block; + background-color: transparent; + font-size: 0.75rem; + line-height: 1; + font-weight: bold; + padding: 0.3rem 0.1rem 0.1rem 0.1rem; + position: absolute; + right: 0.45rem; + top: 0.15rem; + z-index: 1; +} +.code-widget-light { + color: #999; +} +.code-widget-dark { + color: #bababa; +} +.copy-btn { + cursor: pointer; + user-select: none; + -webkit-appearance: none; + outline: none; +} +.copy-btn > i { + font-size: 0.75rem !important; + font-weight: 400; + margin-right: 0.15rem; + opacity: 0; + transition: opacity 0.2s ease-in-out; +} +.markdown-body pre:hover > .copy-btn > i { + opacity: 0.9; +} +.markdown-body pre:hover > .copy-btn, +.markdown-body pre:not(:hover) > .copy-btn { + outline: none; +} +.license-box { + background-color: rgba(27,31,35,0.05); + transition: background-color 0.2s ease-in-out; + border-radius: 4px; + font-size: 0.9rem; + overflow: hidden; + padding: 1.25rem; + position: relative; + z-index: 1; +} +.license-box .license-icon { + position: absolute; + top: 50%; + left: 100%; +} +.license-box .license-icon::after { + content: "\e8e4"; + font-size: 12.5rem; + line-height: 1; + opacity: 0.1; + position: relative; + left: -0.85em; + bottom: 0.5em; + z-index: -1; +} +.license-box .license-title { + margin-bottom: 1rem; +} +.license-box .license-title div:nth-child(1) { + line-height: 1.2; + margin-bottom: 0.25rem; +} +.license-box .license-title div:nth-child(2) { + color: var(--sec-text-color); + font-size: 0.8rem; +} +.license-box .license-meta { + align-items: center; + display: flex; + flex-wrap: wrap; + justify-content: flex-start; +} +.license-box .license-meta .license-meta-item { + align-items: center; + justify-content: center; + margin-right: 1.5rem; +} +.license-box .license-meta .license-meta-item div:nth-child(1) { + color: var(--sec-text-color); + font-size: 0.8rem; + font-weight: normal; +} +.license-box .license-meta .license-meta-item i.iconfont { + font-size: 1rem; +} +@media (max-width: 575px) and (min-width: 425px) { + .license-box .license-meta .license-meta-item { + display: flex; + justify-content: flex-start; + flex-wrap: wrap; + font-size: 0.8rem; + flex: 0 0 50%; + max-width: 50%; + margin-right: 0; + } + .license-box .license-meta .license-meta-item div:nth-child(1) { + margin-right: 0.5rem; + } + .license-box .license-meta .license-meta-date { + order: -1; + } +} +@media (max-width: 424px) { + .license-box::after { + top: -65px; + } + .license-box .license-meta { + flex-direction: column; + align-items: flex-start; + } + .license-box .license-meta .license-meta-item { + display: flex; + flex-wrap: wrap; + font-size: 0.8rem; + } + .license-box .license-meta .license-meta-item div:nth-child(1) { + margin-right: 0.5rem; + } +} +.footer-inner { + padding: 3rem 0 1rem 0; + text-align: center; +} +.footer-inner > div:not(:first-child) { + margin: 0.25rem 0; + font-size: 0.85rem; +} +.footer-inner .statistics { + display: flex; + flex-direction: row; + justify-content: center; +} +.footer-inner .statistics > span { + flex: 1; + margin: 0 0.25rem; +} +.footer-inner .statistics > *:nth-last-child(2):first-child { + text-align: right; +} +.footer-inner .statistics > *:nth-last-child(2):first-child ~ * { + text-align: left; +} +.footer-inner .beian { + display: flex; + flex-direction: row; + justify-content: center; +} +.footer-inner .beian > * { + margin: 0 0.25rem; +} +.footer-inner .beian-police { + position: relative; + overflow: hidden; + display: inline-flex; + align-items: center; + justify-content: left; +} +.footer-inner .beian-police img { + margin-right: 3px; + width: 1rem; + height: 1rem; + margin-bottom: 0.1rem; +} +@media (max-width: 424px) { + .footer-inner .statistics { + flex-direction: column; + } + .footer-inner .statistics > *:nth-last-child(2):first-child { + text-align: center; + } + .footer-inner .statistics > *:nth-last-child(2):first-child ~ * { + text-align: center; + } + .footer-inner .beian { + flex-direction: column; + } + .footer-inner .beian .beian-police { + justify-content: center; + } + .footer-inner .beian > *:nth-last-child(2):first-child { + text-align: center; + } + .footer-inner .beian > *:nth-last-child(2):first-child ~ * { + text-align: center; + } +} +sup > a::before, +.footnote-text::before { + display: block; + content: ""; + margin-top: -5rem; + height: 5rem; + width: 1px; + visibility: hidden; +} +sup > a::before, +.footnote-text::before { + display: inline-block; +} +.footnote-item::before { + display: block; + content: ""; + margin-top: -5rem; + height: 5rem; + width: 1px; + visibility: hidden; +} +.footnote-list ol { + list-style-type: none; + counter-reset: sectioncounter; + padding-left: 0.5rem; + font-size: 0.95rem; +} +.footnote-list ol li:before { + font-family: "Helvetica Neue", monospace, "Monaco"; + content: "[" counter(sectioncounter) "]"; + counter-increment: sectioncounter; +} +.footnote-list ol li+li { + margin-top: 0.5rem; +} +.footnote-text { + padding-left: 0.5em; +} +.navbar { + background-color: transparent; + font-size: 0.875rem; + box-shadow: 0 2px 5px 0 rgba(0,0,0,0.16), 0 2px 10px 0 rgba(0,0,0,0.12); + -webkit-box-shadow: 0 2px 5px 0 rgba(0,0,0,0.16), 0 2px 10px 0 rgba(0,0,0,0.12); +} +.navbar .navbar-brand { + color: var(--navbar-text-color); +} +.navbar .navbar-toggler .animated-icon span { + background-color: var(--navbar-text-color); +} +.navbar .nav-item .nav-link { + display: block; + color: var(--navbar-text-color); + transition: color 0.2s ease-in-out, background-color 0.2s ease-in-out; +} +.navbar .nav-item .nav-link:hover { + color: var(--link-hover-color); +} +.navbar .nav-item .nav-link:focus { + color: var(--navbar-text-color); +} +.navbar .nav-item .nav-link i { + font-size: 0.875rem; +} +.navbar .nav-item .nav-link i:only-child { + margin: 0 0.2rem; +} +.navbar .navbar-toggler { + border-width: 0; + outline: 0; +} +.navbar.scrolling-navbar { + will-change: background, padding; + -webkit-transition: background 0.5s ease-in-out, padding 0.5s ease-in-out; + transition: background 0.5s ease-in-out, padding 0.5s ease-in-out; +} +@media (min-width: 600px) { + .navbar.scrolling-navbar { + padding-top: 12px; + padding-bottom: 12px; + } + .navbar.scrolling-navbar .navbar-nav > li { + -webkit-transition-duration: 1s; + transition-duration: 1s; + } +} +.navbar.scrolling-navbar.top-nav-collapse { + padding-top: 5px; + padding-bottom: 5px; +} +.navbar .dropdown-menu { + font-size: 0.875rem; + color: var(--navbar-text-color); + background-color: rgba(0,0,0,0.3); + border: none; + min-width: 8rem; + -webkit-transition: background 0.5s ease-in-out, padding 0.5s ease-in-out; + transition: background 0.5s ease-in-out, padding 0.5s ease-in-out; +} +@media (max-width: 991.98px) { + .navbar .dropdown-menu { + text-align: center; + } +} +.navbar .dropdown-item { + color: var(--navbar-text-color); +} +.navbar .dropdown-item:hover, +.navbar .dropdown-item:focus { + color: var(--link-hover-color); + background-color: rgba(0,0,0,0.1); +} +@media (min-width: 992px) { + .navbar .dropdown:hover > .dropdown-menu { + display: block; + } + .navbar .dropdown > .dropdown-toggle:active { + pointer-events: none; + } + .navbar .dropdown-menu { + top: 95%; + } +} +.navbar .animated-icon { + width: 30px; + height: 20px; + position: relative; + margin: 0; + -webkit-transform: rotate(0deg); + -moz-transform: rotate(0deg); + -o-transform: rotate(0deg); + transform: rotate(0deg); + -webkit-transition: 0.5s ease-in-out; + -moz-transition: 0.5s ease-in-out; + -o-transition: 0.5s ease-in-out; + transition: 0.5s ease-in-out; + cursor: pointer; +} +.navbar .animated-icon span { + display: block; + position: absolute; + height: 3px; + width: 100%; + border-radius: 9px; + opacity: 1; + left: 0; + -webkit-transform: rotate(0deg); + -moz-transform: rotate(0deg); + -o-transform: rotate(0deg); + transform: rotate(0deg); + -webkit-transition: 0.25s ease-in-out; + -moz-transition: 0.25s ease-in-out; + -o-transition: 0.25s ease-in-out; + transition: 0.25s ease-in-out; + background: #fff; +} +.navbar .animated-icon span:nth-child(1) { + top: 0; +} +.navbar .animated-icon span:nth-child(2) { + top: 10px; +} +.navbar .animated-icon span:nth-child(3) { + top: 20px; +} +.navbar .animated-icon.open span:nth-child(1) { + top: 11px; + -webkit-transform: rotate(135deg); + -moz-transform: rotate(135deg); + -o-transform: rotate(135deg); + transform: rotate(135deg); +} +.navbar .animated-icon.open span:nth-child(2) { + opacity: 0; + left: -60px; +} +.navbar .animated-icon.open span:nth-child(3) { + top: 11px; + -webkit-transform: rotate(-135deg); + -moz-transform: rotate(-135deg); + -o-transform: rotate(-135deg); + transform: rotate(-135deg); +} +.navbar .dropdown-collapse, +.top-nav-collapse, +.navbar-col-show { + background-color: var(--navbar-bg-color); +} +@media (max-width: 767px) { + .navbar { + font-size: 1rem; + line-height: 2.5rem; + } +} +.banner-text { + color: var(--subtitle-color); + max-width: calc(960px - 6rem); + width: 80%; + overflow-wrap: break-word; +} +.banner-text .typed-cursor { + margin: 0 0.2rem; +} +@media (max-width: 767px) { + #subtitle, + .typed-cursor { + font-size: 1.5rem; + } +} +@media (max-width: 575px) { + .banner-text { + font-size: 0.9rem; + } + #subtitle, + .typed-cursor { + font-size: 1.35rem; + } +} +.modal-dialog .modal-content { + background-color: var(--board-bg-color); + border: 0; + border-radius: 0.125rem; + -webkit-box-shadow: 0 5px 11px 0 rgba(0,0,0,0.18), 0 4px 15px 0 rgba(0,0,0,0.15); + box-shadow: 0 5px 11px 0 rgba(0,0,0,0.18), 0 4px 15px 0 rgba(0,0,0,0.15); +} +.modal-dialog .modal-content .modal-header { + border-bottom-color: var(--line-color); + transition: border-bottom-color 0.2s ease-in-out; +} +.close { + color: var(--text-color); +} +.close:hover { + color: var(--link-hover-color); +} +.close:focus { + outline: 0; +} +.modal-dialog .modal-content .modal-header { + border-top-left-radius: 0.125rem; + border-top-right-radius: 0.125rem; + border-bottom: 1px solid #dee2e6; +} +.md-form { + position: relative; + margin-top: 1.5rem; + margin-bottom: 1.5rem; +} +.md-form input[type] { + -webkit-box-sizing: content-box; + box-sizing: content-box; + background-color: transparent; + border: none; + border-bottom: 1px solid #ced4da; + border-radius: 0; + outline: none; + -webkit-box-shadow: none; + box-shadow: none; + transition: border-color 0.15s ease-in-out, box-shadow 0.15s ease-in-out, -webkit-box-shadow 0.15s ease-in-out; +} +.md-form input[type]:focus:not([readonly]) { + border-bottom: 1px solid #4285f4; + -webkit-box-shadow: 0 1px 0 0 #4285f4; + box-shadow: 0 1px 0 0 #4285f4; +} +.md-form input[type]:focus:not([readonly]) + label { + color: #4285f4; +} +.md-form input[type].valid, +.md-form input[type]:focus.valid { + border-bottom: 1px solid #00c851; + -webkit-box-shadow: 0 1px 0 0 #00c851; + box-shadow: 0 1px 0 0 #00c851; +} +.md-form input[type].valid + label, +.md-form input[type]:focus.valid + label { + color: #00c851; +} +.md-form input[type].invalid, +.md-form input[type]:focus.invalid { + border-bottom: 1px solid #f44336; + -webkit-box-shadow: 0 1px 0 0 #f44336; + box-shadow: 0 1px 0 0 #f44336; +} +.md-form input[type].invalid + label, +.md-form input[type]:focus.invalid + label { + color: #f44336; +} +.md-form input[type].validate { + margin-bottom: 2.5rem; +} +.md-form input[type].form-control { + height: auto; + padding: 0.6rem 0 0.4rem 0; + margin: 0 0 0.5rem 0; + color: var(--text-color); + background-color: transparent; + border-radius: 0; +} +.md-form label { + font-size: 0.8rem; + position: absolute; + top: -1rem; + left: 0; + color: #757575; + cursor: text; + transition: color 0.2s ease-out; +} +.modal-open[style] { + padding-right: 0 !important; + overflow: auto; +} +.modal-open[style] #navbar[style] { + padding-right: 1rem !important; +} +#nprogress .bar { + height: 3px !important; + background-color: #29d !important; +} +#nprogress .peg { + box-shadow: 0 0 14px #29d, 0 0 8px #29d !important; +} +@media (max-width: 575px) { + #nprogress .bar { + display: none; + } +} +.noscript-warning { + background-color: #f55; + color: #fff; + font-family: sans-serif; + font-size: 1rem; + font-weight: bold; + position: fixed; + left: 0; + bottom: 0; + text-align: center; + width: 100%; + z-index: 99; +} +.pagination { + margin-top: 3rem; + justify-content: center; +} +.pagination .space { + align-self: flex-end; +} +.pagination .page-number, +.pagination .current, +.pagination .extend { + outline: 0; + border: 0; + background-color: transparent; + font-size: 0.9rem; + padding: 0.5rem 0.75rem; + line-height: 1.25; + border-radius: 0.125rem; +} +.pagination .page-number { + margin: 0 0.05rem; +} +.pagination .page-number:hover, +.pagination .current { + transition: background-color 0.2s ease-in-out; + background-color: var(--link-hover-bg-color); +} +.qr-trigger { + cursor: pointer; + position: relative; +} +.qr-trigger:hover .qr-img { + display: block; + transition: all 0.3s; +} +.qr-img { + max-width: 12rem; + position: absolute; + right: -5.25rem; + z-index: 99; + display: none; + border-radius: 0.2rem; + background-color: transparent; + box-shadow: 0 0 20px -5px rgba(158,158,158,0.2); +} +.scroll-down-bar { + position: absolute; + width: 100%; + height: 6rem; + text-align: center; + cursor: pointer; + bottom: 0; +} +.scroll-down-bar i.iconfont { + font-size: 2rem; + font-weight: bold; + display: inline-block; + position: relative; + padding-top: 2rem; + color: var(--subtitle-color); + transform: translateZ(0); + animation: scroll-down 1.5s infinite; +} +#scroll-top-button { + position: fixed; + z-index: 99; + background: var(--board-bg-color); + transition: background-color 0.2s ease-in-out, bottom 0.3s ease; + border-radius: 4px; + min-width: 40px; + min-height: 40px; + bottom: -60px; + outline: none; + display: flex; + display: -webkit-flex; + align-items: center; + box-shadow: 0 2px 5px 0 rgba(0,0,0,0.16), 0 2px 10px 0 rgba(0,0,0,0.12); +} +#scroll-top-button i { + font-size: 32px; + margin: auto; + color: var(--sec-text-color); +} +#scroll-top-button:hover i, +#scroll-top-button:active i { + animation-name: scroll-top; + animation-duration: 1s; + animation-delay: 0.1s; + animation-timing-function: ease-in-out; + animation-iteration-count: infinite; + animation-fill-mode: forwards; + animation-direction: alternate; +} +#local-search-result .search-list-title { + border-left: 3px solid #0d47a1; +} +#local-search-result .search-list-content { + padding: 0 1.25rem; +} +#local-search-result .search-word { + color: #ff4500; +} +#toc { + visibility: hidden; +} +.toc-header { + margin-bottom: 0.5rem; + font-weight: bold; + line-height: 1.2; +} +.toc-header, +.toc-header > i { + font-size: 1.25rem; +} +.toc-body { + max-height: 75vh; + overflow-y: auto; + overflow: -moz-scrollbars-none; + -ms-overflow-style: none; +} +.toc-body ol { + list-style: none; + padding-inline-start: 1rem; +} +.toc-body::-webkit-scrollbar { + display: none; +} +.tocbot-list { + position: relative; +} +.tocbot-list ol { + list-style: none; + padding-left: 1rem; +} +.tocbot-list a { + font-size: 0.95rem; +} +.tocbot-link { + color: var(--text-color); +} +.tocbot-active-link { + font-weight: bold; + color: var(--link-hover-color); +} +.tocbot-is-collapsed { + max-height: 0; +} +.tocbot-is-collapsible { + overflow: hidden; + transition: all 0.3s ease-in-out; +} +.toc-list-item { + white-space: nowrap; + overflow: hidden; + text-overflow: ellipsis; +} +.toc-list-item.is-active-li::before { + height: 1rem; + margin: 0.25rem 0; + visibility: visible; +} +.toc-list-item::before { + width: 0.15rem; + height: 0.2rem; + position: absolute; + left: 0.25rem; + content: ""; + border-radius: 2px; + margin: 0.65rem 0; + background: var(--link-hover-color); + visibility: hidden; + transition: height 0.1s ease-in-out, margin 0.1s ease-in-out, visibility 0.1s ease-in-out; +} +.sidebar { + position: -webkit-sticky; + position: sticky; + top: 2rem; + padding: 3rem 0; +} +html { + font-size: 16px; + letter-spacing: 0.02em; +} +html, +body { + height: 100%; + font-family: var(--font-family-sans-serif); + overflow-wrap: break-word; +} +body { + transition: color 0.2s ease-in-out, background-color 0.2s ease-in-out; + background-color: var(--body-bg-color); + color: var(--text-color); + -webkit-font-smoothing: antialiased; + -moz-osx-font-smoothing: grayscale; +} +body a { + color: var(--text-color); + text-decoration: none; + cursor: pointer; + transition: color 0.2s ease-in-out, background-color 0.2s ease-in-out; +} +body a:hover { + color: var(--link-hover-color); + text-decoration: none; + transition: color 0.2s ease-in-out, background-color 0.2s ease-in-out; +} +code { + color: inherit; +} +table { + font-size: inherit; + color: var(--post-text-color); +} +img[lazyload] { + object-fit: cover; +} +*[align="left"] { + text-align: left; +} +*[align="center"] { + text-align: center; +} +*[align="right"] { + text-align: right; +} +::-webkit-scrollbar { + width: 6px; + height: 6px; +} +::-webkit-scrollbar-thumb { + background-color: var(--scrollbar-color); + border-radius: 6px; +} +::-webkit-scrollbar-thumb:hover { + background-color: var(--scrollbar-hover-color); +} +::-webkit-scrollbar-corner { + background-color: transparent; +} +label { + margin-bottom: 0; +} +i.iconfont { + font-size: 1em; + line-height: 1; +} +:root { + --color-mode: "light"; + --body-bg-color: #eee; + --board-bg-color: #fff; + --text-color: #3c4858; + --sec-text-color: #718096; + --post-text-color: #2c3e50; + --post-heading-color: #1a202c; + --post-link-color: #0366d6; + --link-hover-color: #30a9de; + --link-hover-bg-color: #f8f9fa; + --line-color: #eaecef; + --navbar-bg-color: #2f4154; + --navbar-text-color: #fff; + --subtitle-color: #fff; + --scrollbar-color: #c4c6c9; + --scrollbar-hover-color: #a6a6a6; + --button-bg-color: transparent; + --button-hover-bg-color: #f2f3f5; + --highlight-bg-color: #f6f8fa; + --inlinecode-bg-color: rgba(175,184,193,0.2); + --fold-title-color: #3c4858; + --fold-border-color: #eaecef; +} +@media (prefers-color-scheme: dark) { + :root { + --color-mode: "dark"; + } + :root:not([data-user-color-scheme]) { + --body-bg-color: #181c27; + --board-bg-color: #252d38; + --text-color: #c4c6c9; + --sec-text-color: #a7a9ad; + --post-text-color: #c4c6c9; + --post-heading-color: #c4c6c9; + --post-link-color: #1589e9; + --link-hover-color: #30a9de; + --link-hover-bg-color: #364151; + --line-color: #435266; + --navbar-bg-color: #1f3144; + --navbar-text-color: #d0d0d0; + --subtitle-color: #d0d0d0; + --scrollbar-color: #687582; + --scrollbar-hover-color: #9da8b3; + --button-bg-color: transparent; + --button-hover-bg-color: #46647e; + --highlight-bg-color: #303030; + --inlinecode-bg-color: rgba(99,110,123,0.4); + --fold-title-color: #c4c6c9; + --fold-border-color: #435266; + } + :root:not([data-user-color-scheme]) img { + -webkit-filter: brightness(0.9); + filter: brightness(0.9); + transition: filter 0.2s ease-in-out; + } + :root:not([data-user-color-scheme]) .license-box { + background-color: rgba(62,75,94,0.35); + transition: background-color 0.2s ease-in-out; + } + :root:not([data-user-color-scheme]) .gt-comment-admin .gt-comment-content { + background-color: transparent; + transition: background-color 0.2s ease-in-out; + } +} +@media not print { + [data-user-color-scheme="dark"] { + --body-bg-color: #181c27; + --board-bg-color: #252d38; + --text-color: #c4c6c9; + --sec-text-color: #a7a9ad; + --post-text-color: #c4c6c9; + --post-heading-color: #c4c6c9; + --post-link-color: #1589e9; + --link-hover-color: #30a9de; + --link-hover-bg-color: #364151; + --line-color: #435266; + --navbar-bg-color: #1f3144; + --navbar-text-color: #d0d0d0; + --subtitle-color: #d0d0d0; + --scrollbar-color: #687582; + --scrollbar-hover-color: #9da8b3; + --button-bg-color: transparent; + --button-hover-bg-color: #46647e; + --highlight-bg-color: #303030; + --inlinecode-bg-color: rgba(99,110,123,0.4); + --fold-title-color: #c4c6c9; + --fold-border-color: #435266; + } + [data-user-color-scheme="dark"] img { + -webkit-filter: brightness(0.9); + filter: brightness(0.9); + transition: filter 0.2s ease-in-out; + } + [data-user-color-scheme="dark"] .license-box { + background-color: rgba(62,75,94,0.35); + transition: background-color 0.2s ease-in-out; + } + [data-user-color-scheme="dark"] .gt-comment-admin .gt-comment-content { + background-color: transparent; + transition: background-color 0.2s ease-in-out; + } +} +@media print { + :root { + --color-mode: "light"; + } +} +.fade-in-up { + -webkit-animation-name: fade-in-up; + animation-name: fade-in-up; +} +.hidden-mobile { + display: block; +} +.visible-mobile { + display: none; +} +@media (max-width: 575px) { + .hidden-mobile { + display: none; + } + .visible-mobile { + display: block; + } +} +.nomargin-x { + margin-left: 0 !important; + margin-right: 0 !important; +} +.nopadding-x { + padding-left: 0 !important; + padding-right: 0 !important; +} +@media (max-width: 767px) { + .nopadding-x-md { + padding-left: 0 !important; + padding-right: 0 !important; + } +} +.flex-center { + display: -webkit-box; + display: -ms-flexbox; + display: flex; + -webkit-box-align: center; + -ms-flex-align: center; + align-items: center; + -webkit-box-pack: center; + -ms-flex-pack: center; + justify-content: center; + height: 100%; +} +.hover-with-bg { + display: inline-block; + line-height: 1; +} +.hover-with-bg:hover { + background-color: var(--link-hover-bg-color); + transition-duration: 0.2s; + transition-timing-function: ease-in-out; + border-radius: 0.2rem; +} +@-moz-keyframes fade-in-up { + from { + opacity: 0; + -webkit-transform: translate3d(0, 100%, 0); + transform: translate3d(0, 100%, 0); + } + to { + opacity: 1; + -webkit-transform: translate3d(0, 0, 0); + transform: translate3d(0, 0, 0); + } +} +@-webkit-keyframes fade-in-up { + from { + opacity: 0; + -webkit-transform: translate3d(0, 100%, 0); + transform: translate3d(0, 100%, 0); + } + to { + opacity: 1; + -webkit-transform: translate3d(0, 0, 0); + transform: translate3d(0, 0, 0); + } +} +@-o-keyframes fade-in-up { + from { + opacity: 0; + -webkit-transform: translate3d(0, 100%, 0); + transform: translate3d(0, 100%, 0); + } + to { + opacity: 1; + -webkit-transform: translate3d(0, 0, 0); + transform: translate3d(0, 0, 0); + } +} +@keyframes fade-in-up { + from { + opacity: 0; + -webkit-transform: translate3d(0, 100%, 0); + transform: translate3d(0, 100%, 0); + } + to { + opacity: 1; + -webkit-transform: translate3d(0, 0, 0); + transform: translate3d(0, 0, 0); + } +} +@-moz-keyframes scroll-down { + 0% { + opacity: 0.8; + top: 0; + } + 50% { + opacity: 0.4; + top: -1em; + } + 100% { + opacity: 0.8; + top: 0; + } +} +@-webkit-keyframes scroll-down { + 0% { + opacity: 0.8; + top: 0; + } + 50% { + opacity: 0.4; + top: -1em; + } + 100% { + opacity: 0.8; + top: 0; + } +} +@-o-keyframes scroll-down { + 0% { + opacity: 0.8; + top: 0; + } + 50% { + opacity: 0.4; + top: -1em; + } + 100% { + opacity: 0.8; + top: 0; + } +} +@keyframes scroll-down { + 0% { + opacity: 0.8; + top: 0; + } + 50% { + opacity: 0.4; + top: -1em; + } + 100% { + opacity: 0.8; + top: 0; + } +} +@-moz-keyframes scroll-top { + 0% { + -webkit-transform: translateY(0); + transform: translateY(0); + } + 50% { + -webkit-transform: translateY(-0.35rem); + transform: translateY(-0.35rem); + } + 100% { + -webkit-transform: translateY(0); + transform: translateY(0); + } +} +@-webkit-keyframes scroll-top { + 0% { + -webkit-transform: translateY(0); + transform: translateY(0); + } + 50% { + -webkit-transform: translateY(-0.35rem); + transform: translateY(-0.35rem); + } + 100% { + -webkit-transform: translateY(0); + transform: translateY(0); + } +} +@-o-keyframes scroll-top { + 0% { + -webkit-transform: translateY(0); + transform: translateY(0); + } + 50% { + -webkit-transform: translateY(-0.35rem); + transform: translateY(-0.35rem); + } + 100% { + -webkit-transform: translateY(0); + transform: translateY(0); + } +} +@keyframes scroll-top { + 0% { + -webkit-transform: translateY(0); + transform: translateY(0); + } + 50% { + -webkit-transform: translateY(-0.35rem); + transform: translateY(-0.35rem); + } + 100% { + -webkit-transform: translateY(0); + transform: translateY(0); + } +} +@media print { + header, + footer, + .side-col, + #scroll-top-button, + .post-prevnext, + #comments { + display: none !important; + } + .markdown-body a:not([href^='#']):not([href^='javascript:']):not(.print-no-link)::after { + content: ' (' attr(href) ')'; + font-size: 0.8rem; + color: var(--post-text-color); + opacity: 0.8; + } + .markdown-body > h1, + .markdown-body h2 { + border-bottom-color: transparent !important; + } + .markdown-body > h1, + .markdown-body h2, + .markdown-body h3, + .markdown-body h4, + .markdown-body h5, + .markdown-body h6 { + margin-top: 1.25em !important; + margin-bottom: 0.25em !important; + } + .markdown-body [data-anchorjs-icon]::after { + display: none; + } + .markdown-body figure.highlight table, + .markdown-body figure.highlight tbody, + .markdown-body figure.highlight tr, + .markdown-body figure.highlight td.code, + .markdown-body figure.highlight td.code pre { + width: 100% !important; + display: block !important; + } + .markdown-body figure.highlight pre > code { + white-space: pre-wrap; + } + .markdown-body figure.highlight .gutter, + .markdown-body figure.highlight .code-widget { + display: none !important; + } + .post-metas a { + text-decoration: none; + } +} +@media not print { + #seo-header { + display: none; + } +} +.index-card { + margin-bottom: 2.5rem; +} +.index-img img { + display: block; + width: 100%; + height: 10rem; + object-fit: cover; + box-shadow: 0 5px 11px 0 rgba(0,0,0,0.18), 0 4px 15px 0 rgba(0,0,0,0.15); + border-radius: 0.25rem; + background-color: transparent; +} +.index-info { + display: flex; + flex-direction: column; + justify-content: space-between; + padding-top: 0.5rem; + padding-bottom: 0.5rem; +} +.index-header { + color: var(--text-color); + font-size: 1.5rem; + font-weight: bold; + line-height: 1.4; + white-space: nowrap; + overflow: hidden; + text-overflow: ellipsis; + margin-bottom: 0.25rem; +} +.index-header .index-pin { + color: var(--text-color); + font-size: 1.5rem; + margin-right: 0.15rem; +} +.index-btm { + color: var(--sec-text-color); +} +.index-btm a { + color: var(--sec-text-color); +} +.index-excerpt { + color: var(--sec-text-color); + margin: 0.5rem 0; + height: calc(1.4rem * 3); + overflow: hidden; + display: flex; +} +.index-excerpt > div { + width: 100%; + line-height: 1.4rem; + word-break: break-word; + display: -webkit-box; + -webkit-box-orient: vertical; + -webkit-line-clamp: 3; +} +.index-excerpt__noimg { + height: auto; + max-height: calc(1.4rem * 3); +} +@media (max-width: 767px) { + .index-info { + padding-top: 1.25rem; + } + .index-header { + font-size: 1.25rem; + white-space: normal; + overflow: hidden; + word-break: break-word; + display: -webkit-box; + -webkit-box-orient: vertical; + -webkit-line-clamp: 2; + } + .index-header .index-pin { + font-size: 1.25rem; + } + .index-excerpt { + height: auto; + max-height: calc(1.4rem * 3); + margin: 0.25rem 0; + } +} +#valine.v[data-class=v] .status-bar, +#valine.v[data-class=v] .veditor, +#valine.v[data-class=v] .vinput, +#valine.v[data-class=v] .vbtn, +#valine.v[data-class=v] p, +#valine.v[data-class=v] pre code { + color: var(--text-color); +} +#valine.v[data-class=v] .vinput::placeholder { + color: var(--sec-text-color); +} +#valine.v[data-class=v] .vicon { + fill: var(--text-color); +} +.gt-container .gt-comment-content:hover { + -webkit-box-shadow: none; + box-shadow: none; +} +.gt-container .gt-comment-body { + color: var(--text-color) !important; + transition: color 0.2s ease-in-out; +} +#remark-km423lmfdslkm34-back { + z-index: 1030; +} +#remark-km423lmfdslkm34-node { + z-index: 1031; +} +.markdown-body .highlight pre, +.markdown-body pre { + padding: 1.45rem 1rem; +} +.markdown-body pre code.hljs { + padding: 0; +} +.markdown-body pre[class*="language-"] { + padding-top: 1.45rem; + padding-bottom: 1.45rem; + padding-right: 1rem; + line-height: 1.5; + margin-bottom: 1rem; +} +.markdown-body .code-wrapper { + position: relative; + border-radius: 4px; + margin-bottom: 1rem; +} +.markdown-body .hljs, +.markdown-body .highlight pre, +.markdown-body .code-wrapper pre, +.markdown-body figure.highlight td.gutter { + transition: color 0.2s ease-in-out, background-color 0.2s ease-in-out; + background-color: var(--highlight-bg-color); +} +pre[class*=language-].line-numbers { + position: initial; +} +figure { + margin: 1rem 0; +} +figure.highlight { + position: relative; +} +figure.highlight table { + border: 0; + margin: 0; + width: auto; + border-radius: 4px; +} +figure.highlight td { + border: 0; + padding: 0; +} +figure.highlight tr { + border: 0; +} +figure.highlight td.code { + width: 100%; +} +figure.highlight td.gutter { + display: table-cell; + position: -webkit-sticky; + position: sticky; + left: 0; + z-index: 1; +} +figure.highlight td.gutter pre { + text-align: right; + padding: 0 0.75rem; + border-radius: initial; + border-right: 1px solid #999; +} +figure.highlight td.gutter pre span.line { + color: #999; +} +figure.highlight td.code > pre { + border-top-left-radius: 0; + border-bottom-left-radius: 0; +} +.markdown-body { + font-size: 1rem; + line-height: 1.6; + font-family: var(--font-family-sans-serif); + margin-bottom: 2rem; + color: var(--post-text-color); +} +.markdown-body > h1, +.markdown-body h2 { + border-bottom-color: var(--line-color); +} +.markdown-body > h1, +.markdown-body h2, +.markdown-body h3, +.markdown-body h4, +.markdown-body h5, +.markdown-body h6 { + color: var(--post-heading-color); + transition: color 0.2s ease-in-out, border-bottom-color 0.2s ease-in-out; + font-weight: bold; + margin-bottom: 0.75em; + margin-top: 2em; +} +.markdown-body > h1::before, +.markdown-body h2::before, +.markdown-body h3::before, +.markdown-body h4::before, +.markdown-body h5::before, +.markdown-body h6::before { + display: block; + content: ""; + margin-top: -5rem; + height: 5rem; + width: 1px; + visibility: hidden; +} +.markdown-body > h1:focus, +.markdown-body h2:focus, +.markdown-body h3:focus, +.markdown-body h4:focus, +.markdown-body h5:focus, +.markdown-body h6:focus { + outline: none; +} +.markdown-body a { + color: var(--post-link-color); +} +.markdown-body strong { + font-weight: bold; +} +.markdown-body code { + tab-size: 4; + background-color: var(--inlinecode-bg-color); + transition: background-color 0.2s ease-in-out; +} +.markdown-body table tr { + background-color: var(--board-bg-color); + transition: background-color 0.2s ease-in-out; +} +.markdown-body table tr:nth-child(2n) { + background-color: var(--board-bg-color); + transition: background-color 0.2s ease-in-out; +} +.markdown-body table th, +.markdown-body table td { + border-color: var(--line-color); + transition: border-color 0.2s ease-in-out; +} +.markdown-body pre { + font-size: 85% !important; +} +.markdown-body pre .mermaid { + text-align: center; +} +.markdown-body pre .mermaid > svg { + min-width: 100%; +} +.markdown-body p > img, +.markdown-body p > a > img, +.markdown-body figure > img, +.markdown-body figure > a > img { + max-width: 90%; + margin: 1.5rem auto; + display: block; + box-shadow: 0 5px 11px 0 rgba(0,0,0,0.18), 0 4px 15px 0 rgba(0,0,0,0.15); + border-radius: 4px; + background-color: transparent; +} +.markdown-body blockquote { + color: var(--sec-text-color); +} +.markdown-body details { + cursor: pointer; +} +.markdown-body details summary { + outline: none; +} +hr, +.markdown-body hr { + background-color: initial; + border-top: 1px solid var(--line-color); + transition: border-top-color 0.2s ease-in-out; +} +.markdown-body hr { + height: 0; + margin: 2rem 0; +} +.markdown-body figcaption.image-caption { + font-size: 0.8rem; + color: var(--post-text-color); + opacity: 0.65; + line-height: 1; + margin: -0.75rem auto 2rem; + text-align: center; +} +.markdown-body figcaption:not(.image-caption) { + display: none; +} +.post-content, +post-custom { + box-sizing: border-box; + padding-left: 10%; + padding-right: 10%; +} +@media (max-width: 767px) { + .post-content, + post-custom { + padding-left: 2rem; + padding-right: 2rem; + } +} +@media (max-width: 424px) { + .post-content, + post-custom { + padding-left: 1rem; + padding-right: 1rem; + } + .anchorjs-link-left { + opacity: 0 !important; + } +} +.page-content strong, +.post-content strong { + font-weight: bold; +} +.page-content > *:nth-child(2), +.post-content > *:nth-child(2) { + margin-top: 0; +} +.page-content img, +.post-content img { + object-fit: cover; + max-width: 100%; +} +@media (max-width: 767px) { + .page-content, + .post-content { + overflow-x: hidden; + } +} +.post-metas { + display: flex; + flex-wrap: wrap; + font-size: 0.9rem; +} +.post-meta > *:not(.hover-with-bg) { + margin-right: 0.2rem; +} +.post-prevnext { + display: flex; + flex-wrap: wrap; + justify-content: space-between; + font-size: 0.9rem; + margin-left: -0.35rem; + margin-right: -0.35rem; +} +.post-prevnext .post-prev, +.post-prevnext .post-next { + display: flex; + padding-left: 0; + padding-right: 0; +} +.post-prevnext .post-prev i, +.post-prevnext .post-next i { + font-size: 1.5rem; +} +.post-prevnext .post-prev a, +.post-prevnext .post-next a { + display: flex; + align-items: center; +} +.post-prevnext .post-prev .hidden-mobile, +.post-prevnext .post-next .hidden-mobile { + display: -webkit-box; + -webkit-box-orient: vertical; + -webkit-line-clamp: 2; + text-overflow: ellipsis; + overflow: hidden; +} +@media (max-width: 575px) { + .post-prevnext .post-prev .hidden-mobile, + .post-prevnext .post-next .hidden-mobile { + display: none; + } +} +.post-prevnext .post-prev:hover i, +.post-prevnext .post-prev:active i, +.post-prevnext .post-next:hover i, +.post-prevnext .post-next:active i { + -webkit-animation-duration: 1s; + animation-duration: 1s; + -webkit-animation-delay: 0.1s; + animation-delay: 0.1s; + -webkit-animation-timing-function: ease-in-out; + animation-timing-function: ease-in-out; + -webkit-animation-iteration-count: infinite; + animation-iteration-count: infinite; + -webkit-animation-fill-mode: forwards; + animation-fill-mode: forwards; + -webkit-animation-direction: alternate; + animation-direction: alternate; +} +.post-prevnext .post-prev:hover i, +.post-prevnext .post-prev:active i { + -webkit-animation-name: post-prev-anim; + animation-name: post-prev-anim; +} +.post-prevnext .post-next:hover i, +.post-prevnext .post-next:active i { + -webkit-animation-name: post-next-anim; + animation-name: post-next-anim; +} +.post-prevnext .post-next { + justify-content: flex-end; +} +.post-prevnext .fa-chevron-left { + margin-right: 0.5rem; +} +.post-prevnext .fa-chevron-right { + margin-left: 0.5rem; +} +#seo-header { + color: var(--post-heading-color); + font-weight: bold; + margin-top: 0.5em; + margin-bottom: 0.75em; + border-bottom-color: var(--line-color); + border-bottom-style: solid; + border-bottom-width: 2px; + line-height: 1.5; +} +.custom, +#comments { + margin-top: 2rem; +} +#comments noscript { + display: block; + text-align: center; + padding: 2rem 0; +} +.visitors { + font-size: 0.8em; + padding: 0.45rem; + float: right; +} +a.fancybox:hover { + text-decoration: none; +} +mjx-container, +.mjx-container { + overflow-x: auto; + overflow-y: hidden !important; + padding: 0.5em 0; +} +mjx-container:focus, +.mjx-container:focus, +mjx-container svg:focus, +.mjx-container svg:focus { + outline: none; +} +.mjx-char { + line-height: 1; +} +.katex-block { + overflow-x: auto; +} +.katex, +.mjx-mrow { + white-space: pre-wrap !important; +} +.footnote-ref [class*=hint--][aria-label]:after { + max-width: 12rem; + white-space: nowrap; + overflow: hidden; + text-overflow: ellipsis; +} +@-moz-keyframes post-prev-anim { + 0% { + -webkit-transform: translateX(0); + transform: translateX(0); + } + 50% { + -webkit-transform: translateX(-0.35rem); + transform: translateX(-0.35rem); + } + 100% { + -webkit-transform: translateX(0); + transform: translateX(0); + } +} +@-webkit-keyframes post-prev-anim { + 0% { + -webkit-transform: translateX(0); + transform: translateX(0); + } + 50% { + -webkit-transform: translateX(-0.35rem); + transform: translateX(-0.35rem); + } + 100% { + -webkit-transform: translateX(0); + transform: translateX(0); + } +} +@-o-keyframes post-prev-anim { + 0% { + -webkit-transform: translateX(0); + transform: translateX(0); + } + 50% { + -webkit-transform: translateX(-0.35rem); + transform: translateX(-0.35rem); + } + 100% { + -webkit-transform: translateX(0); + transform: translateX(0); + } +} +@keyframes post-prev-anim { + 0% { + -webkit-transform: translateX(0); + transform: translateX(0); + } + 50% { + -webkit-transform: translateX(-0.35rem); + transform: translateX(-0.35rem); + } + 100% { + -webkit-transform: translateX(0); + transform: translateX(0); + } +} +@-moz-keyframes post-next-anim { + 0% { + -webkit-transform: translateX(0); + transform: translateX(0); + } + 50% { + -webkit-transform: translateX(0.35rem); + transform: translateX(0.35rem); + } + 100% { + -webkit-transform: translateX(0); + transform: translateX(0); + } +} +@-webkit-keyframes post-next-anim { + 0% { + -webkit-transform: translateX(0); + transform: translateX(0); + } + 50% { + -webkit-transform: translateX(0.35rem); + transform: translateX(0.35rem); + } + 100% { + -webkit-transform: translateX(0); + transform: translateX(0); + } +} +@-o-keyframes post-next-anim { + 0% { + -webkit-transform: translateX(0); + transform: translateX(0); + } + 50% { + -webkit-transform: translateX(0.35rem); + transform: translateX(0.35rem); + } + 100% { + -webkit-transform: translateX(0); + transform: translateX(0); + } +} +@keyframes post-next-anim { + 0% { + -webkit-transform: translateX(0); + transform: translateX(0); + } + 50% { + -webkit-transform: translateX(0.35rem); + transform: translateX(0.35rem); + } + 100% { + -webkit-transform: translateX(0); + transform: translateX(0); + } +} +.fold { + margin: 1rem 0; + border: 0.5px solid var(--fold-border-color); + position: relative; + clear: both; + border-radius: 0.125rem; +} +.fold .fold-title { + color: var(--fold-title-color); + padding: 0.5rem 0.75rem; + font-size: 0.9rem; + font-weight: bold; + border-radius: 0.125rem; +} +.fold .fold-title:not(.collapsed) > .fold-arrow { + transform: rotate(90deg); + transform-origin: center center; +} +.fold .fold-title .fold-arrow { + display: inline-block; + margin-right: 0.35rem; + transition: transform 0.3s ease-out; +} +.fold .fold-content { + padding: 1rem 1rem; +} +.fold .fold-content > *:last-child { + margin-bottom: 0; +} +.fold-default, +.fold-secondary { + background-color: rgba(187,187,187,0.25); +} +.fold-primary { + background-color: rgba(183,160,224,0.25); +} +.fold-info { + background-color: rgba(160,197,228,0.25); +} +.fold-success { + background-color: rgba(174,220,174,0.25); +} +.fold-warning { + background-color: rgba(248,214,166,0.25); +} +.fold-danger { + background-color: rgba(236,169,167,0.25); +} +.fold-light { + background-color: rgba(254,254,254,0.25); +} +.note { + padding: 0.75rem; + border-left: 0.35rem solid; + border-radius: 0.25rem; + margin: 1.5rem 0; + color: var(--text-color); + transition: color 0.2s ease-in-out; + font-size: 0.9rem; +} +.note a { + color: var(--text-color); + transition: color 0.2s ease-in-out; +} +.note *:last-child { + margin-bottom: 0; +} +.note-default, +.note-secondary { + background-color: rgba(187,187,187,0.25); + border-color: #777; +} +.note-primary { + background-color: rgba(183,160,224,0.25); + border-color: #6f42c1; +} +.note-success { + background-color: rgba(174,220,174,0.25); + border-color: #5cb85c; +} +.note-danger { + background-color: rgba(236,169,167,0.25); + border-color: #d9534f; +} +.note-warning { + background-color: rgba(248,214,166,0.25); + border-color: #f0ad4e; +} +.note-info { + background-color: rgba(160,197,228,0.25); + border-color: #428bca; +} +.note-light { + background-color: rgba(254,254,254,0.25); + border-color: #0f0f0f; +} +.label { + display: inline; + border-radius: 3px; + font-size: 85%; + margin: 0; + padding: 0.2em 0.4em; + color: var(--text-color); + transition: color 0.2s ease-in-out; +} +.label-default, +.label-secondary { + background-color: rgba(187,187,187,0.25); +} +.label-primary { + background-color: rgba(183,160,224,0.25); +} +.label-info { + background-color: rgba(160,197,228,0.25); +} +.label-success { + background-color: rgba(174,220,174,0.25); +} +.label-warning { + background-color: rgba(248,214,166,0.25); +} +.label-danger { + background-color: rgba(236,169,167,0.25); +} +.markdown-body .btn { + border: 1px solid var(--line-color); + background-color: var(--button-bg-color); + color: var(--text-color); + transition: color 0.2s ease-in-out, background 0.2s ease-in-out, border-color 0.2s ease-in-out; + border-radius: 0.25rem; + display: inline-block; + font-size: 0.875em; + line-height: 2; + padding: 0 0.75rem; + margin-bottom: 1rem; +} +.markdown-body .btn:hover { + background-color: var(--button-hover-bg-color); + text-decoration: none; +} +.group-image-container { + margin: 1.5rem auto; +} +.group-image-container img { + margin: 0 auto; + border-radius: 3px; + background-color: transparent; + box-shadow: 0 3px 9px 0 rgba(0,0,0,0.15), 0 3px 9px 0 rgba(0,0,0,0.15); +} +.group-image-row { + margin-bottom: 0.5rem; + display: flex; + justify-content: center; +} +.group-image-wrap { + flex: 1; + display: flex; + justify-content: center; +} +.group-image-wrap:not(:last-child) { + margin-right: 0.25rem; +} +input[type=checkbox] { + margin: 0 0.2em 0.2em 0; + vertical-align: middle; +} +.list-group a ~ p.h5 { + margin-top: 1rem; +} +.list-group-item { + display: flex; + background-color: transparent; + border: 0; +} +.list-group-item time { + flex: 0 0 5rem; +} +.list-group-item .list-group-item-title { + white-space: nowrap; + overflow: hidden; + text-overflow: ellipsis; +} +@media (max-width: 575px) { + .list-group-item { + font-size: 0.95rem; + padding: 0.5rem 0.75rem; + } + .list-group-item time { + flex: 0 0 4rem; + } +} +.list-group-item-action { + color: var(--text-color); +} +.list-group-item-action:focus, +.list-group-item-action:hover { + color: var(--link-hover-color); + background-color: var(--link-hover-bg-color); +} +.about-avatar { + position: relative; + margin: -8rem auto 1rem; + width: 10rem; + height: 10rem; + z-index: 3; +} +.about-avatar img { + width: 100%; + height: 100%; + border-radius: 50%; + background-color: transparent; + object-fit: cover; + box-shadow: 0 2px 5px 0 rgba(0,0,0,0.16), 0 2px 10px 0 rgba(0,0,0,0.12); +} +.about-info > div { + margin-bottom: 0.5rem; +} +.about-name { + font-size: 1.75rem; + font-weight: bold; +} +.about-intro { + font-size: 1rem; +} +.about-icons > a:not(:last-child) { + margin-right: 0.5rem; +} +.about-icons > a > i { + font-size: 1.5rem; +} +.category-bar .category-list { + max-height: 85vh; + overflow-y: auto; + overflow-x: hidden; +} +.category-bar .category-list::-webkit-scrollbar { + display: none; +} +.category-bar .category-list > .category-sub > a { + font-weight: bold; + font-size: 1.2rem; +} +.category-bar .category-list .category-item-action i { + margin: 0; +} +.category-bar .category-list .category-subitem.list-group-item { + padding-left: 0.5rem; + padding-right: 0; +} +.category-bar .category-list .category-collapse .category-post-list { + margin-top: 0.25rem; + margin-bottom: 0.5rem; +} +.category-bar .category-list .category-collapse .category-post { + font-size: 0.9rem; + line-height: 1.75; +} +.category-bar .category-list .category-item-action:hover { + background-color: initial; +} +.category-bar .list-group-item { + padding: 0; +} +.category-bar .list-group-item.active { + color: var(--link-hover-color); + background-color: initial; + font-weight: bold; + font-family: "iconfont"; + font-style: normal; + -webkit-font-smoothing: antialiased; +} +.category-bar .list-group-item.active::before { + content: "\e61f"; + font-weight: initial; + margin-right: 0.25rem; +} +.category-bar .list-group-count { + margin-left: 0.2rem; + margin-right: 0.2rem; + font-size: 0.9em; +} +.category-bar .list-group-item-action:focus, +.category-bar .list-group-item-action:hover { + background-color: initial; +} +.category-chains { + display: flex; + flex-wrap: wrap; +} +.category-chains > *:not(:last-child) { + margin-right: 1em; +} +.category:not(:last-child) { + margin-bottom: 1rem; +} +.category .category-item, +.category .category-subitem { + font-weight: bold; + display: flex; + align-items: center; +} +.category .category-item { + font-size: 1.25rem; +} +.category .category-subitem { + font-size: 1.1rem; +} +.category .category-collapse { + padding-left: 1.25rem; + width: 100%; +} +.category .category-count { + font-size: 0.9rem; + font-weight: initial; + min-width: 1.3em; + line-height: 1.3em; + display: flex; + align-items: center; +} +.category .category-count i { + padding-right: 0.25rem; +} +.category .category-count span { + width: 2rem; +} +.category .category-post { + white-space: nowrap; + overflow: hidden; + text-overflow: ellipsis; +} +.category .category-item-action:not(.collapsed) > i { + transform: rotate(90deg); + transform-origin: center center; +} +.category .category-item-action i { + transition: transform 0.3s ease-out; + display: inline-block; + margin-left: 0.25rem; +} +.category .category-item-action .category:hover { + z-index: 1; + color: var(--link-hover-color); + text-decoration: none; + background-color: var(--link-hover-bg-color); +} +.category .row { + margin-left: 0; + margin-right: 0; +} +.tagcloud { + padding: 1rem 5%; +} +.tagcloud a { + display: inline-block; + padding: 0.5rem; +} +.tagcloud a:hover { + color: var(--link-hover-color) !important; +} +.links .card { + box-shadow: none; + min-width: 33%; + background-color: transparent; + border: 0; +} +.links .card-body { + margin: 1rem 0; + padding: 1rem; + border-radius: 0.3rem; + display: block; + width: 100%; + height: 100%; +} +.links .card-body:hover .link-avatar { + transform: scale(1.1); +} +.links .card-content { + display: flex; + flex-wrap: nowrap; + width: 100%; + height: 3.5rem; +} +.link-avatar { + flex: none; + width: 3rem; + height: 3rem; + margin-right: 0.75rem; + object-fit: cover; + transition-duration: 0.2s; + transition-timing-function: ease-in-out; +} +.link-avatar img { + width: 100%; + height: 100%; + border-radius: 50%; + background-color: transparent; + object-fit: cover; +} +.link-text { + flex: 1; + display: grid; + flex-direction: column; + line-height: 1.5; +} +.link-title { + overflow: hidden; + text-overflow: ellipsis; + white-space: nowrap; + color: var(--text-color); + font-weight: bold; +} +.link-intro { + max-height: 2rem; + font-size: 0.85rem; + line-height: 1.2; + color: var(--sec-text-color); + display: -webkit-box; + -webkit-box-orient: vertical; + -webkit-line-clamp: 2; + text-overflow: ellipsis; + overflow: hidden; +} +@media (max-width: 767px) { + .links { + display: flex; + flex-direction: column; + justify-content: center; + align-items: center; + } + .links .card { + padding-left: 2rem; + padding-right: 2rem; + } +} +@media (min-width: 768px) { + .link-text:only-child { + margin-left: 1rem; + } +} diff --git a/zh-hans/google6c86e8efa6705dae.html b/zh-hans/google6c86e8efa6705dae.html new file mode 100644 index 00000000..0e4623fd --- /dev/null +++ b/zh-hans/google6c86e8efa6705dae.html @@ -0,0 +1 @@ +google-site-verification: google6c86e8efa6705dae.html \ No newline at end of file diff --git a/zh-hans/images/2016-12-26-1.png 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z1=hD)In}2B&dfb#X(%h-s#o38ujsDTs%C;ox+m2O>Qc$}<49FYtks*e%DvaC(gI>T z#&|!uVf-8OVn8?GUx4tPeORB<=8eP>J1TXkMBH14InID+o$nTU7UaA21TIdL)s=}3 zR5-d!J@thaa)YFy1kY8um!DQUu#Z9sjNPT_v5a8eo6%TM6VY#lg{R#V2qWT|woDc@ zq?i#718)ZK>Nh!!Ut7>ZX^flsFlgkqyYzSIMV5SIJ)khNL$HVrVFyh|@IXPT(t=Zp(Yt)W{TJXD z0Nn}SWCQC0x_Um4*^Bx`l86h`h|htqGfTMV zb<~b(fKM$Ffnf4sKtW|BYulxz-+Oq&PPX`)8t$FxkkGN`!Upxm2 zT3vN)csUiTY=^MV0<6j-qNeC{%gR0L!c^P`V!LUl8q6H@UUR%AOQ1oO-^#}%UeHJ5 ztSK~oSlrwXi@P?!ZAm`p7hrd!#~k69#iM^wGxZoCxd)L6WcGI%Js18&-_nyO_y z97<1~*NWNtmZnm7Ih=e%Zf-SdOeF+MuX6naD1+;SOvb>Pt%>0W$f*57GeTg;FF{`~ zYW+*+tK2M;eiRiYbG|#~7Cgk@6oL$mq@E8QIbt_K`1``3nLy+>-|b!e@AIDhO^sP{7Y4 z&%Y7*3qm9~`etY6G^c=q>+&&sdp1H14PgpE&$-YvDqOw=s`CO36sW9c7w&2{R^Mzm zCG)wqX{~zW@pFS?DlT13%2dk$~>HUA5XI4ku4zLEZt7F;ErSuc_&afFTyv zPlG$4^}Q$qW`Jl43T|zZuJMHFU9oj9v`9-$;EZ5Kw6iV=m1w`3+f

    ChatGPT是基于OpenAI项目的聊天机器人。

    OpenAI项目由特斯拉创建，而ChatGPT的母公司当前估值$29bln，据说微软准备购买$10bln。

    目前ChatGPT不对中国开放，想要注册不光需要VPN，还需要手机短信验证。不过注册完成后登录不需要短信验证了。

    具体怎么注册登录ChatGPT可以参考其它文章。

    八皇后问题

    八皇后问题（英文：Eight queens），是由国际象棋棋手马克斯·贝瑟尔于1848年提出的问题，是回溯算法的典型案例。 问题表述为：在8×8格的国际象棋上摆放8个皇后，使其不能互相攻击，即任意两个皇后都不能处于同一行、同一列或同一斜线上，问有多少种摆法。 高斯认为有76种方案。

    2023-1-12-8queens-problem

    通过ChatGPT实现Rust语言的八皇后算法

    直接问ChatGPT, “How to write eight queens algorithm in rust?”如下图所示，直接就把rust代码实现显示出来，并进行了说明。

    2023-1-12-8queens-chatgpt

    把rust代码copy出来，增加测试代码test_eight_queen()。

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    fn eight_queens() {
        let mut board = vec![-1; 8];

        solve(&mut board, 0);
    }

    fn solve(board: &mut Vec<i32>, target_row: i32) {
        if target_row == 8 {
            print_board(board);
            return;
        }

        for column in 0..8 {
            if is_safe(board, target_row, column) {
                board[target_row as usize] = column as i32;
                solve(board, target_row + 1);
            }
        }
    }

    fn is_safe(board: &Vec<i32>, row: i32, column: i32) -> bool {
        for r in 0..row {
            let c = board[r as usize];

            if c == column ||
                (row - r).abs() == (column - c).abs() {
                return false;
            }
        }

        return true;
    }

    fn print_board(board: &Vec<i32>) {
        for r in 0..8 {
            for c in 0..8 {
                if board[r as usize] == c as i32 {
                    print!("Q ");
                } else {
                    print!(". ");
                }
            }

            println!("");
        }

        println!("");
    }

    #[cfg(test)]
    mod tests {
        #[test]
        fn test_eight_queen() {
            super::eight_queens();
        }
    }

    运行

    直接运行，没有错误。

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    hello $ cargo test --bin hello eight_queens::tests::test_eight_queen -- --show-output
        Finished test [unoptimized + debuginfo] target(s) in 0.11s
         Running unittests src/main.rs (target/debug/deps/hello-257baa7e5ed28221)

    running 1 test
    test eight_queens::tests::test_eight_queen ... ok

    successes:

    ---- eight_queens::tests::test_eight_queen stdout ----
    Q . . . . . . . 
    . . . . Q . . . 
    . . . . . . . Q 
    . . . . . Q . . 
    . . Q . . . . . 
    . . . . . . Q . 
    . Q . . . . . . 
    . . . Q . . . . 

    Q . . . . . . . 
    . . . . . Q . . 
    . . . . . . . Q 
    . . Q . . . . . 
    . . . . . . Q . 
    . . . Q . . . . 
    . Q . . . . . . 
    . . . . Q . . . 

    Q . . . . . . . 
    . . . . . . Q . 
    . . . Q . . . . 
    . . . . . Q . . 
    . . . . . . . Q 
    . Q . . . . . . 
    . . . . Q . . . 
    . . Q . . . . . 

    Q . . . . . . . 
    . . . . . . Q . 
    . . . . Q . . . 
    . . . . . . . Q 
    . Q . . . . . . 
    . . . Q . . . . 
    . . . . . Q . . 
    . . Q . . . . . 

    . Q . . . . . . 
    . . . Q . . . . 
    . . . . . Q . . 
    . . . . . . . Q 
    . . Q . . . . . 
    Q . . . . . . . 
    . . . . . . Q . 
    . . . . Q . . . 

    . Q . . . . . . 
    . . . . Q . . . 
    . . . . . . Q . 
    Q . . . . . . . 
    . . Q . . . . . 
    . . . . . . . Q 
    . . . . . Q . . 
    . . . Q . . . . 

    . Q . . . . . . 
    . . . . Q . . . 
    . . . . . . Q . 
    . . . Q . . . . 
    Q . . . . . . . 
    . . . . . . . Q 
    . . . . . Q . . 
    . . Q . . . . . 

    ... ignore
    ...
    ...

    successes:
        eight_queens::tests::test_eight_queen

    test result: ok. 1 passed; 0 failed; 0 ignored; 0 measured; 22 filtered out; finished in 0.00s

    最后

    ChatGPT给人非常惊艳的感觉。我考虑以后经常使用它，如果它一直免费的话。

    ]]> + + + + + + 算法 + + ChatGPT + + rust + + + + + + + + + [leetcode 390]Elimination Game原创解法 + + /zh-hans/2022/02/06/2022-2-6-leetcode-390/ + + 题目概述

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      MacOS下打包部署Qt5项目可以参考Qt for macOS - Deployment。这里采用cmake构建Qt5项目。

      CMake打包要点说明

      MacOS下针对一个PicPicker的具体项目，说明CMake打包项目的要点:

      1. 设置针对构建Qt项目的全局选项。
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        # MOC（Meta-Object Compiler）是 Qt 框架中的一个工具，它用于在编译时生成元对象代码（meta-object code）。
        set(CMAKE_AUTOMOC ON)  

        # RCC（Resource Compiler）是 Qt 框架中的一个工具，它用于将应用程序所需的资源文件（如图像、音频、样式表等）编译成二进制文件，并将其嵌入到可执行文件中，以便在运行时使用。
        set(CMAKE_AUTORCC ON)  

        # UIC（User Interface Compiler）是 Qt 框架中的一个工具，它用于将 Qt Designer 设计的用户界面（UI）文件（.ui 文件）编译成 C++ 代码，以便在应用程序中使用。
        set(CMAKE_AUTOUIC ON)  

        # 将当前目录包含到查找头文件的路径中，以便在处理 *.ui 文件时能够正确地找到相关的头文件。
        set(CMAKE_INCLUDE_CURRENT_DIR ON)
      2. find_package 命令用于查找指定的软件包，并加载该软件包所提供的一些变量和模块。
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        find_package(Qt5 COMPONENTS
                Core
                Gui
                Widgets
                Xml
                REQUIRED)
      3. QT5_ADD_RESOURCES 是 CMake 中用于将 Qt 资源文件（.qrc 文件）编译成 C++ 代码的命令。
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        # MyResources 是生成的 C++ 代码的输出文件名，application.qrc 是要编译的 Qt 资源文件的路径和文件名
        QT5_ADD_RESOURCES(MyResources application.qrc)
      4. 应用图标icns打包设置和国际化的打包路径设置
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        # 这样会设置应用图标的文件名
        set(MACOSX_BUNDLE_ICON_FILE AppIcon.icns)
        # 把"${CMAKE_SOURCE_DIR}/AppIcon.icns"图标打包到"Resources/"路径下
        set(app_icon_macos "${CMAKE_SOURCE_DIR}/AppIcon.icns")
        set_source_files_properties(${app_icon_macos} PROPERTIES MACOSX_PACKAGE_LOCATION "Resources")

        # 把国际化的*.qm打包到"Resources/l10n"路径下（这里目录l10n可以修改）
        set_source_files_properties(${l10n_files} PROPERTIES MACOSX_PACKAGE_LOCATION "Resources/l10n")
      5. 构建可执行二进制目标为PicPicker。
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        add_executable(PicPicker
                ${SOURCES}
                ${MyResources}
                ${app_icon_macos}
                ${l10n_files}
                )

        # 这里的设置会告诉cmake在生成目标文件PicPicker之后，创建PicPicker.app/Contents/目录结构，并把二进制复制到
        # "PicPicker.app/Contents/MacOS/"路径下。因此PicPicker运行时读取资源文件的相对路径为"../Resources/"
        set_target_properties(PicPicker PROPERTIES
                MACOSX_BUNDLE TRUE
                )

        target_link_libraries(PicPicker
                Qt5::Core
                Qt5::Gui
                Qt5::Widgets
                Qt5::Xml
                )
      6. 使用 macdeployqt 工具自动处理Qt库的依赖关系和相关文件，将应用程序打包成一个独立的、可执行的 macOS 应用程序包（.app 文件），以便在其他机器上运行。
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        # 找到环境macdeployqt工具
        get_target_property(_qmake_executable Qt5::qmake IMPORTED_LOCATION)
        get_filename_component(_qt_bin_dir "${_qmake_executable}" DIRECTORY)
        find_program(MACDEPLOYQT_EXECUTABLE macdeployqt HINTS "${_qt_bin_dir}")

        # 添加自定义命令，执行的时间为PicPicker二进制构建完成。
        add_custom_command(TARGET PicPicker POST_BUILD
                COMMAND ${CMAKE_COMMAND} -E copy
                "${CMAKE_CURRENT_SOURCE_DIR}/AppIcon.icns"
                "$<TARGET_FILE_DIR:PicPicker>/../Resources/"
                COMMENT "Copy AppIcon.icns to Resources/"
                &&
                COMMAND "${MACDEPLOYQT_EXECUTABLE}"
                ARGS "PicPicker.app" "-dmg" "-always-overwrite" "-no-strip"
                COMMENT "Execute macdeployqt to create macOS bundle"
                )

      注意

      MACOSX_BUNDLE设置为TRUE已经会把文件拷贝到相应的路径，而这里再做一遍是因为POST_BUILD 事件的触发是PicPicker链接完成，而不是复制文件到PicPicker.app的目录下，因此会造成当进行dmg打包的时候，图标文件还没有复制到目录下。日志如下：

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      [100%] Linking CXX executable PicPicker.app/Contents/MacOS/PicPicker
      Execute macdeployqt to create macOS bundle
      Copying OS X content PicPicker.app/Contents/Resources/AppIcon.icns
      [100%] Built target PicPicker

      所以只能用此下策。使用cmake第二遍拷贝到$<TARGET_FILE_DIR:PicPicker>/../Resources/路径下。

      PicPicker目标文件的路径是PicPicker.app/MacOS/PicPicker,因此$<TARGET_FILE_DIR:PicPicker>就是PicPicker.app/MacOS/，所以$<TARGET_FILE_DIR:PicPicker>/../Resources/就是PicPicker.app/Resources/

      CMakeLists.txt完整内容

      仅供参考

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      cmake_minimum_required(VERSION 3.23)
      project(picpicker)

      set(CMAKE_CXX_STANDARD 14)
      set(CMAKE_AUTOMOC ON)
      set(CMAKE_AUTORCC ON)
      set(CMAKE_AUTOUIC ON)
      # for *.ui to include current dir to find headers.
      set(CMAKE_INCLUDE_CURRENT_DIR ON)

      find_package(Qt5 COMPONENTS
              Core
              Gui
              Widgets
              Xml
              REQUIRED)

      set(SOURCES
              src/main.cpp
              src/mainwindow.cpp
              src/AppModel.cpp
              )

      set(l10n_files
              )

      QT5_ADD_RESOURCES(MyResources application.qrc)

      set(MACOSX_BUNDLE_ICON_FILE AppIcon.icns)
      set(app_icon_macos "${CMAKE_SOURCE_DIR}/AppIcon.icns")
      set_source_files_properties(${app_icon_macos} PROPERTIES MACOSX_PACKAGE_LOCATION "Resources")
      set_source_files_properties(${l10n_files} PROPERTIES MACOSX_PACKAGE_LOCATION "Resources/l10n")

      add_executable(PicPicker
              ${SOURCES}
              ${MyResources}
              ${app_icon_macos}
              ${l10n_files}
              )

      set_target_properties(PicPicker PROPERTIES
              MACOSX_BUNDLE TRUE
              )

      target_link_libraries(PicPicker
              Qt5::Core
              Qt5::Gui
              Qt5::Widgets
              Qt5::Xml
              )

      get_target_property(_qmake_executable Qt5::qmake IMPORTED_LOCATION)
      get_filename_component(_qt_bin_dir "${_qmake_executable}" DIRECTORY)
      find_program(MACDEPLOYQT_EXECUTABLE macdeployqt HINTS "${_qt_bin_dir}")

      add_custom_command(TARGET PicPicker POST_BUILD
              COMMAND ${CMAKE_COMMAND} -E copy
              "${CMAKE_CURRENT_SOURCE_DIR}/AppIcon.icns"
              "$<TARGET_FILE_DIR:PicPicker>/../Resources/"
              COMMENT "Copy AppIcon.icns to Resources/"
              &&
              COMMAND "${MACDEPLOYQT_EXECUTABLE}"
              ARGS "PicPicker.app" "-dmg" "-always-overwrite" "-no-strip"
              COMMENT "Execute macdeployqt to create macOS bundle"
              )

      总结

      1. 因为没有使用QML，所以没有考虑打包QML文件的情况。
      2. 只是在Mac平台下。
      3. -no-strip参数在发布的时候要去掉，这里添加是为了开发时方便debug。
      4. -always-overwrite参数也是为了方便，直接覆盖已经产生的dmg文件。
      ]]> + + + + + + qt5 + + cmake + + macos + + bundle + + + + + + + + + 使用Iced的过程中理解Rust的关联类型 + + /zh-hans/2023/02/28/2023-2-28-associated-type/ + + 关联类型(Associated type)
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+ + + + + + + CodeCraft + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +

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      +

      + + + 玩一下LangChain + +

      + + + +
      + 什么是LangChain自从ChatGPT出现以来，就一直在使用，那么ChatGPT毕竟是有局限性的，因为ChatGPT训练的语料是有限的。很多问题回答不了， 也经常会胡言乱语闹笑话。 但是ChatGPT背后的大语言模型LLM是可以扩展的，也就是说，可以把特定的领域知识让LLM（大语言模型）学习。这样就在一定 程度上解决了局限性。 而LangChain项目就是这样的杀手锏，这里是官方文档。 +
      +       + +
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      + + + +
      + + + #langchain + + #openai + +
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      + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/zh-hans/js/boot.js b/zh-hans/js/boot.js new file mode 100644 index 00000000..26c3a1a3 --- /dev/null +++ b/zh-hans/js/boot.js @@ -0,0 +1,22 @@ +/* global Fluid */ + +Fluid.boot = {}; + +Fluid.boot.registerEvents = function() { + Fluid.events.billboard(); + Fluid.events.registerNavbarEvent(); + Fluid.events.registerParallaxEvent(); + Fluid.events.registerScrollDownArrowEvent(); + Fluid.events.registerScrollTopArrowEvent(); + Fluid.events.registerImageLoadedEvent(); +}; + +Fluid.boot.refresh = function() { + Fluid.plugins.fancyBox(); + Fluid.plugins.codeWidget(); + Fluid.events.refresh(); +}; + +document.addEventListener('DOMContentLoaded', function() { + Fluid.boot.registerEvents(); +}); diff --git a/zh-hans/js/color-schema.js b/zh-hans/js/color-schema.js new file mode 100644 index 00000000..5b1b75c2 --- /dev/null +++ b/zh-hans/js/color-schema.js @@ -0,0 +1,286 @@ +/* global Fluid */ + +/** + * Modified from https://blog.skk.moe/post/hello-darkmode-my-old-friend/ + */ +(function(window, document) { + var rootElement = document.documentElement; + var colorSchemaStorageKey = 'Fluid_Color_Scheme'; + var colorSchemaMediaQueryKey = '--color-mode'; + var userColorSchemaAttributeName = 'data-user-color-scheme'; + var defaultColorSchemaAttributeName = 'data-default-color-scheme'; + var colorToggleButtonSelector = '#color-toggle-btn'; + var colorToggleIconSelector = '#color-toggle-icon'; + var iframeSelector = 'iframe'; + + function setLS(k, v) { + try { + localStorage.setItem(k, v); + } catch (e) {} + } + + function removeLS(k) { + try { + localStorage.removeItem(k); + } catch (e) {} + } + + function getLS(k) { + try { + return localStorage.getItem(k); + } catch (e) { + return null; + } + } + + function getSchemaFromHTML() { + var res = rootElement.getAttribute(defaultColorSchemaAttributeName); + if (typeof res === 'string') { + return res.replace(/["'\s]/g, ''); + } + return null; + } + + function getSchemaFromCSSMediaQuery() { + var res = getComputedStyle(rootElement).getPropertyValue( + colorSchemaMediaQueryKey + ); + if (typeof res === 'string') { + return res.replace(/["'\s]/g, ''); + } + return null; + } + + function resetSchemaAttributeAndLS() { + rootElement.setAttribute(userColorSchemaAttributeName, getDefaultColorSchema()); + removeLS(colorSchemaStorageKey); + } + + var validColorSchemaKeys = { + dark : true, + light: true + }; + + function getDefaultColorSchema() { + // 取默认字段的值 + var schema = getSchemaFromHTML(); + // 如果明确指定了 schema 则返回 + if (validColorSchemaKeys[schema]) { + return schema; + } + // 默认优先按 prefers-color-scheme + schema = getSchemaFromCSSMediaQuery(); + if (validColorSchemaKeys[schema]) { + return schema; + } + // 否则按本地时间是否大于 18 点或凌晨 0 ~ 6 点 + var hours = new Date().getHours(); + if (hours >= 18 || (hours >= 0 && hours <= 6)) { + return 'dark'; + } + return 'light'; + } + + function applyCustomColorSchemaSettings(schema) { + // 接受从「开关」处传来的模式，或者从 localStorage 读取，否则按默认设置值 + var current = schema || getLS(colorSchemaStorageKey) || getDefaultColorSchema(); + + if (current === getDefaultColorSchema()) { + // 当用户切换的显示模式和默认模式相同时，则恢复为自动模式 + resetSchemaAttributeAndLS(); + } else if (validColorSchemaKeys[current]) { + rootElement.setAttribute( + userColorSchemaAttributeName, + current + ); + } else { + // 特殊情况重置 + resetSchemaAttributeAndLS(); + return; + } + + // 根据当前模式设置图标 + setButtonIcon(current); + + // 设置代码高亮 + setHighlightCSS(current); + + // 设置其他应用 + setApplications(current); + } + + var invertColorSchemaObj = { + dark : 'light', + light: 'dark' + }; + + function getIconClass(scheme) { + return 'icon-' + scheme; + } + + function toggleCustomColorSchema() { + var currentSetting = getLS(colorSchemaStorageKey); + + if (validColorSchemaKeys[currentSetting]) { + // 从 localStorage 中读取模式，并取相反的模式 + currentSetting = invertColorSchemaObj[currentSetting]; + } else if (currentSetting === null) { + // 当 localStorage 中没有相关值，或者 localStorage 抛了 Error + // 先按照按钮的状态进行切换 + var iconElement = document.querySelector(colorToggleIconSelector); + if (iconElement) { + currentSetting = iconElement.getAttribute('data'); + } + if (!iconElement || !validColorSchemaKeys[currentSetting]) { + // 当 localStorage 中没有相关值，或者 localStorage 抛了 Error，则读取默认值并切换到相反的模式 + currentSetting = invertColorSchemaObj[getSchemaFromCSSMediaQuery()]; + } + } else { + return; + } + // 将相反的模式写入 localStorage + setLS(colorSchemaStorageKey, currentSetting); + + return currentSetting; + } + + function setButtonIcon(schema) { + if (validColorSchemaKeys[schema]) { + // 切换图标 + var icon = getIconClass('dark'); + if (schema) { + icon = getIconClass(schema); + } + var iconElement = document.querySelector(colorToggleIconSelector); + if (iconElement) { + iconElement.setAttribute( + 'class', + 'iconfont ' + icon + ); + iconElement.setAttribute( + 'data', + invertColorSchemaObj[schema] + ); + } else { + // 如果图标不存在则说明图标还没加载出来，等到页面全部加载再尝试切换 + Fluid.utils.waitElementLoaded(colorToggleIconSelector, function() { + var iconElement = document.querySelector(colorToggleIconSelector); + if (iconElement) { + iconElement.setAttribute( + 'class', + 'iconfont ' + icon + ); + iconElement.setAttribute( + 'data', + invertColorSchemaObj[schema] + ); + } + }); + } + if (document.documentElement.getAttribute('data-user-color-scheme')) { + var color = getComputedStyle(document.documentElement).getPropertyValue('--navbar-bg-color').trim() + document.querySelector('meta[name="theme-color"]').setAttribute('content', color) + } + } + } + + function setHighlightCSS(schema) { + // 启用对应的代码高亮的样式 + var lightCss = document.getElementById('highlight-css'); + var darkCss = document.getElementById('highlight-css-dark'); + if (schema === 'dark') { + if (darkCss) { + darkCss.removeAttribute('disabled'); + } + if (lightCss) { + lightCss.setAttribute('disabled', ''); + } + } else { + if (lightCss) { + lightCss.removeAttribute('disabled'); + } + if (darkCss) { + darkCss.setAttribute('disabled', ''); + } + } + + setTimeout(function() { + // 设置代码块组件样式 + document.querySelectorAll('.markdown-body pre').forEach((pre) => { + var cls = Fluid.utils.getBackgroundLightness(pre) >= 0 ? 'code-widget-light' : 'code-widget-dark'; + var widget = pre.querySelector('.code-widget-light, .code-widget-dark'); + if (widget) { + widget.classList.remove('code-widget-light', 'code-widget-dark'); + widget.classList.add(cls); + } + }); + }, 200); + } + + function setApplications(schema) { + // 设置 remark42 评论主题 + if (window.REMARK42) { + window.REMARK42.changeTheme(schema); + } + + // 设置 cusdis 评论主题 + if (window.CUSDIS) { + window.CUSDIS.setTheme(schema); + } + + // 设置 utterances 评论主题 + var utterances = document.querySelector('.utterances-frame'); + if (utterances) { + var utterancesTheme = schema === 'dark' ? window.UtterancesThemeDark : window.UtterancesThemeLight; + const message = { + type : 'set-theme', + theme: utterancesTheme + }; + utterances.contentWindow.postMessage(message, 'https://utteranc.es'); + } + + // 设置 giscus 评论主题 + var giscus = document.querySelector('iframe.giscus-frame'); + if (giscus) { + var giscusTheme = schema === 'dark' ? window.GiscusThemeDark : window.GiscusThemeLight; + const message = { + setConfig: { + theme: giscusTheme, + } + }; + giscus.style.cssText += 'color-scheme: normal;'; + giscus.contentWindow.postMessage({ 'giscus': message }, 'https://giscus.app'); + } + } + + // 当页面加载时，将显示模式设置为 localStorage 中自定义的值（如果有的话） + applyCustomColorSchemaSettings(); + + Fluid.utils.waitElementLoaded(colorToggleIconSelector, function() { + applyCustomColorSchemaSettings(); + var button = document.querySelector(colorToggleButtonSelector); + if (button) { + // 当用户点击切换按钮时，获得新的显示模式、写入 localStorage、并在页面上生效 + button.addEventListener('click', function() { + applyCustomColorSchemaSettings(toggleCustomColorSchema()); + }); + var icon = document.querySelector(colorToggleIconSelector); + if (icon) { + // 光标悬停在按钮上时，切换图标 + button.addEventListener('mouseenter', function() { + var current = icon.getAttribute('data'); + icon.classList.replace(getIconClass(invertColorSchemaObj[current]), getIconClass(current)); + }); + button.addEventListener('mouseleave', function() { + var current = icon.getAttribute('data'); + icon.classList.replace(getIconClass(current), getIconClass(invertColorSchemaObj[current])); + }); + } + } + }); + + Fluid.utils.waitElementLoaded(iframeSelector, function() { + applyCustomColorSchemaSettings(); + }); + +})(window, document); diff --git a/zh-hans/js/events.js b/zh-hans/js/events.js new file mode 100644 index 00000000..bc6b7730 --- /dev/null +++ b/zh-hans/js/events.js @@ -0,0 +1,184 @@ +/* global Fluid */ + +HTMLElement.prototype.wrap = function(wrapper) { + this.parentNode.insertBefore(wrapper, this); + this.parentNode.removeChild(this); + wrapper.appendChild(this); +}; + +Fluid.events = { + + registerNavbarEvent: function() { + var navbar = jQuery('#navbar'); + if (navbar.length === 0) { + return; + } + var submenu = jQuery('#navbar .dropdown-menu'); + if (navbar.offset().top > 0) { + navbar.removeClass('navbar-dark'); + submenu.removeClass('navbar-dark'); + } + Fluid.utils.listenScroll(function() { + navbar[navbar.offset().top > 50 ? 'addClass' : 'removeClass']('top-nav-collapse'); + submenu[navbar.offset().top > 50 ? 'addClass' : 'removeClass']('dropdown-collapse'); + if (navbar.offset().top > 0) { + navbar.removeClass('navbar-dark'); + submenu.removeClass('navbar-dark'); + } else { + navbar.addClass('navbar-dark'); + submenu.removeClass('navbar-dark'); + } + }); + jQuery('#navbar-toggler-btn').on('click', function() { + jQuery('.animated-icon').toggleClass('open'); + jQuery('#navbar').toggleClass('navbar-col-show'); + }); + }, + + registerParallaxEvent: function() { + var ph = jQuery('#banner[parallax="true"]'); + if (ph.length === 0) { + return; + } + var board = jQuery('#board'); + if (board.length === 0) { + return; + } + var parallax = function() { + var pxv = jQuery(window).scrollTop() / 5; + var offset = parseInt(board.css('margin-top'), 10); + var max = 96 + offset; + if (pxv > max) { + pxv = max; + } + ph.css({ + transform: 'translate3d(0,' + pxv + 'px,0)' + }); + var sideCol = jQuery('.side-col'); + if (sideCol) { + sideCol.css({ + 'padding-top': pxv + 'px' + }); + } + }; + Fluid.utils.listenScroll(parallax); + }, + + registerScrollDownArrowEvent: function() { + var scrollbar = jQuery('.scroll-down-bar'); + if (scrollbar.length === 0) { + return; + } + scrollbar.on('click', function() { + Fluid.utils.scrollToElement('#board', -jQuery('#navbar').height()); + }); + }, + + registerScrollTopArrowEvent: function() { + var topArrow = jQuery('#scroll-top-button'); + if (topArrow.length === 0) { + return; + } + var board = jQuery('#board'); + if (board.length === 0) { + return; + } + var posDisplay = false; + var scrollDisplay = false; + // Position + var setTopArrowPos = function() { + var boardRight = board[0].getClientRects()[0].right; + var bodyWidth = document.body.offsetWidth; + var right = bodyWidth - boardRight; + posDisplay = right >= 50; + topArrow.css({ + 'bottom': posDisplay && scrollDisplay ? '20px' : '-60px', + 'right' : right - 64 + 'px' + }); + }; + setTopArrowPos(); + jQuery(window).resize(setTopArrowPos); + // Display + var headerHeight = board.offset().top; + Fluid.utils.listenScroll(function() { + var scrollHeight = document.body.scrollTop + document.documentElement.scrollTop; + scrollDisplay = scrollHeight >= headerHeight; + topArrow.css({ + 'bottom': posDisplay && scrollDisplay ? '20px' : '-60px' + }); + }); + // Click + topArrow.on('click', function() { + jQuery('body,html').animate({ + scrollTop: 0, + easing : 'swing' + }); + }); + }, + + registerImageLoadedEvent: function() { + if (!('NProgress' in window)) { return; } + + var bg = document.getElementById('banner'); + if (bg) { + var src = bg.style.backgroundImage; + var url = src.match(/\((.*?)\)/)[1].replace(/(['"])/g, ''); + var img = new Image(); + img.onload = function() { + window.NProgress && window.NProgress.inc(0.2); + }; + img.src = url; + if (img.complete) { img.onload(); } + } + + var notLazyImages = jQuery('main img:not([lazyload])'); + var total = notLazyImages.length; + for (const img of notLazyImages) { + const old = img.onload; + img.onload = function() { + old && old(); + window.NProgress && window.NProgress.inc(0.5 / total); + }; + if (img.complete) { img.onload(); } + } + }, + + registerRefreshCallback: function(callback) { + if (!Array.isArray(Fluid.events._refreshCallbacks)) { + Fluid.events._refreshCallbacks = []; + } + Fluid.events._refreshCallbacks.push(callback); + }, + + refresh: function() { + if (Array.isArray(Fluid.events._refreshCallbacks)) { + for (var callback of Fluid.events._refreshCallbacks) { + if (callback instanceof Function) { + callback(); + } + } + } + }, + + billboard: function() { + if (!('console' in window)) { + return; + } + // eslint-disable-next-line no-console + console.log(` +------------------------------------------------- +| | +| ________ __ _ __ | +| |_ __ |[ | (_) | ] | +| | |_ \\_| | | __ _ __ .--.| | | +| | _| | |[ | | | [ |/ /'\`\\' | | +| _| |_ | | | \\_/ |, | || \\__/ | | +| |_____| [___]'.__.'_/[___]'.__.;__] | +| | +| Powered by Hexo x Fluid | +| https://github.com/fluid-dev/hexo-theme-fluid | +| | +------------------------------------------------- + `); + } +}; diff --git a/zh-hans/js/img-lazyload.js b/zh-hans/js/img-lazyload.js new file mode 100644 index 00000000..c0c8e4ef --- /dev/null +++ b/zh-hans/js/img-lazyload.js @@ -0,0 +1,10 @@ +/* global Fluid, CONFIG */ + +(function(window, document) { + for (const each of document.querySelectorAll('img[lazyload]')) { + Fluid.utils.waitElementVisible(each, function() { + each.removeAttribute('srcset'); + each.removeAttribute('lazyload'); + }, CONFIG.lazyload.offset_factor); + } +})(window, document); diff --git a/zh-hans/js/leancloud.js b/zh-hans/js/leancloud.js new file mode 100644 index 00000000..ab901cec --- /dev/null +++ b/zh-hans/js/leancloud.js @@ -0,0 +1,192 @@ +/* global CONFIG */ +// eslint-disable-next-line no-console + +(function(window, document) { + // 查询存储的记录 + function getRecord(Counter, target) { + return new Promise(function(resolve, reject) { + Counter('get', '/classes/Counter?where=' + encodeURIComponent(JSON.stringify({ target }))) + .then(resp => resp.json()) + .then(({ results, code, error }) => { + if (code === 401) { + throw error; + } + if (results && results.length > 0) { + var record = results[0]; + resolve(record); + } else { + Counter('post', '/classes/Counter', { target, time: 0 }) + .then(resp => resp.json()) + .then((record, error) => { + if (error) { + throw error; + } + resolve(record); + }).catch(error => { + console.error('Failed to create: ', error); + reject(error); + }); + } + }).catch((error) => { + console.error('LeanCloud Counter Error: ', error); + reject(error); + }); + }); + } + + // 发起自增请求 + function increment(Counter, incrArr) { + return new Promise(function(resolve, reject) { + Counter('post', '/batch', { + 'requests': incrArr + }).then((res) => { + res = res.json(); + if (res.error) { + throw res.error; + } + resolve(res); + }).catch((error) => { + console.error('Failed to save visitor count: ', error); + reject(error); + }); + }); + } + + // 构建自增请求体 + function buildIncrement(objectId) { + return { + 'method': 'PUT', + 'path' : `/1.1/classes/Counter/${objectId}`, + 'body' : { + 'time': { + '__op' : 'Increment', + 'amount': 1 + } + } + }; + } + + // 校验是否为有效的 Host + function validHost() { + if (CONFIG.web_analytics.leancloud.ignore_local) { + var hostname = window.location.hostname; + if (hostname === 'localhost' || hostname === '127.0.0.1') { + return false; + } + } + return true; + } + + // 校验是否为有效的 UV + function validUV() { + var key = 'LeanCloud_UV_Flag'; + var flag = localStorage.getItem(key); + if (flag) { + // 距离标记小于 24 小时则不计为 UV + if (new Date().getTime() - parseInt(flag, 10) <= 86400000) { + return false; + } + } + localStorage.setItem(key, new Date().getTime().toString()); + return true; + } + + function addCount(Counter) { + var enableIncr = CONFIG.web_analytics.enable && !Fluid.ctx.dnt && validHost(); + var getterArr = []; + var incrArr = []; + + // 请求 PV 并自增 + var pvCtn = document.querySelector('#leancloud-site-pv-container'); + if (pvCtn) { + var pvGetter = getRecord(Counter, 'site-pv').then((record) => { + enableIncr && incrArr.push(buildIncrement(record.objectId)); + var ele = document.querySelector('#leancloud-site-pv'); + if (ele) { + ele.innerText = (record.time || 0) + (enableIncr ? 1 : 0); + pvCtn.style.display = 'inline'; + } + }); + getterArr.push(pvGetter); + } + + // 请求 UV 并自增 + var uvCtn = document.querySelector('#leancloud-site-uv-container'); + if (uvCtn) { + var uvGetter = getRecord(Counter, 'site-uv').then((record) => { + var incrUV = validUV() && enableIncr; + incrUV && incrArr.push(buildIncrement(record.objectId)); + var ele = document.querySelector('#leancloud-site-uv'); + if (ele) { + ele.innerText = (record.time || 0) + (incrUV ? 1 : 0); + uvCtn.style.display = 'inline'; + } + }); + getterArr.push(uvGetter); + } + + // 如果有页面浏览数节点，则请求浏览数并自增 + var viewCtn = document.querySelector('#leancloud-page-views-container'); + if (viewCtn) { + var path = eval(CONFIG.web_analytics.leancloud.path || 'window.location.pathname'); + var target = decodeURI(path.replace(/\/*(index.html)?$/, '/')); + var viewGetter = getRecord(Counter, target).then((record) => { + enableIncr && incrArr.push(buildIncrement(record.objectId)); + var ele = document.querySelector('#leancloud-page-views'); + if (ele) { + ele.innerText = (record.time || 0) + (enableIncr ? 1 : 0); + viewCtn.style.display = 'inline'; + } + }); + getterArr.push(viewGetter); + } + + // 如果启动计数自增，批量发起自增请求 + if (enableIncr) { + Promise.all(getterArr).then(() => { + incrArr.length > 0 && increment(Counter, incrArr); + }); + } + } + + var appId = CONFIG.web_analytics.leancloud.app_id; + var appKey = CONFIG.web_analytics.leancloud.app_key; + var serverUrl = CONFIG.web_analytics.leancloud.server_url; + + if (!appId) { + throw new Error('LeanCloud appId is empty'); + } + if (!appKey) { + throw new Error('LeanCloud appKey is empty'); + } + + function fetchData(api_server) { + var Counter = (method, url, data) => { + return fetch(`${api_server}/1.1${url}`, { + method, + headers: { + 'X-LC-Id' : appId, + 'X-LC-Key' : appKey, + 'Content-Type': 'application/json' + }, + body: JSON.stringify(data) + }); + }; + + addCount(Counter); + } + + var apiServer = serverUrl || `https://${appId.slice(0, 8).toLowerCase()}.api.lncldglobal.com`; + + if (apiServer) { + fetchData(apiServer); + } else { + fetch('https://app-router.leancloud.cn/2/route?appId=' + appId) + .then(resp => resp.json()) + .then((data) => { + if (data.api_server) { + fetchData('https://' + data.api_server); + } + }); + } +})(window, document); diff --git a/zh-hans/js/local-search.js b/zh-hans/js/local-search.js new file mode 100644 index 00000000..0784a80a --- /dev/null +++ b/zh-hans/js/local-search.js @@ -0,0 +1,159 @@ +/* global CONFIG */ + +(function() { + // Modified from [hexo-generator-search](https://github.com/wzpan/hexo-generator-search) + function localSearchFunc(path, searchSelector, resultSelector) { + 'use strict'; + // 0x00. environment initialization + var $input = jQuery(searchSelector); + var $result = jQuery(resultSelector); + + if ($input.length === 0) { + // eslint-disable-next-line no-console + throw Error('No element selected by the searchSelector'); + } + if ($result.length === 0) { + // eslint-disable-next-line no-console + throw Error('No element selected by the resultSelector'); + } + + if ($result.attr('class').indexOf('list-group-item') === -1) { + $result.html('

      Loading...
      '); + } + + jQuery.ajax({ + // 0x01. load xml file + url : path, + dataType: 'xml', + success : function(xmlResponse) { + // 0x02. parse xml file + var dataList = jQuery('entry', xmlResponse).map(function() { + return { + title : jQuery('title', this).text(), + content: jQuery('content', this).text(), + url : jQuery('url', this).text() + }; + }).get(); + + if ($result.html().indexOf('list-group-item') === -1) { + $result.html(''); + } + + $input.on('input', function() { + // 0x03. parse query to keywords list + var content = $input.val(); + var resultHTML = ''; + var keywords = content.trim().toLowerCase().split(/[\s-]+/); + $result.html(''); + if (content.trim().length <= 0) { + return $input.removeClass('invalid').removeClass('valid'); + } + // 0x04. perform local searching + dataList.forEach(function(data) { + var isMatch = true; + if (!data.title || data.title.trim() === '') { + data.title = 'Untitled'; + } + var orig_data_title = data.title.trim(); + var data_title = orig_data_title.toLowerCase(); + var orig_data_content = data.content.trim().replace(/<[^>]+>/g, ''); + var data_content = orig_data_content.toLowerCase(); + var data_url = data.url; + var index_title = -1; + var index_content = -1; + var first_occur = -1; + // Skip matching when content is included in search and content is empty + if (CONFIG.include_content_in_search && data_content === '') { + isMatch = false; + } else { + keywords.forEach(function (keyword, i) { + index_title = data_title.indexOf(keyword); + index_content = data_content.indexOf(keyword); + + if (index_title < 0 && index_content < 0) { + isMatch = false; + } else { + if (index_content < 0) { + index_content = 0; + } + if (i === 0) { + first_occur = index_content; + } + } + }); + } + // 0x05. show search results + if (isMatch) { + resultHTML += '' + orig_data_title + ''; + var content = orig_data_content; + if (first_occur >= 0) { + // cut out 100 characters + var start = first_occur - 20; + var end = first_occur + 80; + + if (start < 0) { + start = 0; + } + + if (start === 0) { + end = 100; + } + + if (end > content.length) { + end = content.length; + } + + var match_content = content.substring(start, end); + + // highlight all keywords + keywords.forEach(function(keyword) { + var regS = new RegExp(keyword, 'gi'); + match_content = match_content.replace(regS, '' + keyword + ''); + }); + + resultHTML += '

      ' + match_content + '...

      '; + } + } + }); + if (resultHTML.indexOf('list-group-item') === -1) { + return $input.addClass('invalid').removeClass('valid'); + } + $input.addClass('valid').removeClass('invalid'); + $result.html(resultHTML); + }); + } + }); + } + + function localSearchReset(searchSelector, resultSelector) { + 'use strict'; + var $input = jQuery(searchSelector); + var $result = jQuery(resultSelector); + + if ($input.length === 0) { + // eslint-disable-next-line no-console + throw Error('No element selected by the searchSelector'); + } + if ($result.length === 0) { + // eslint-disable-next-line no-console + throw Error('No element selected by the resultSelector'); + } + + $input.val('').removeClass('invalid').removeClass('valid'); + $result.html(''); + } + + var modal = jQuery('#modalSearch'); + var searchSelector = '#local-search-input'; + var resultSelector = '#local-search-result'; + modal.on('show.bs.modal', function() { + var path = CONFIG.search_path || '/local-search.xml'; + localSearchFunc(path, searchSelector, resultSelector); + }); + modal.on('shown.bs.modal', function() { + jQuery('#local-search-input').focus(); + }); + modal.on('hidden.bs.modal', function() { + localSearchReset(searchSelector, resultSelector); + }); +})(); diff --git a/zh-hans/js/plugins.js b/zh-hans/js/plugins.js new file mode 100644 index 00000000..2a364b04 --- /dev/null +++ b/zh-hans/js/plugins.js @@ -0,0 +1,164 @@ +/* global Fluid, CONFIG */ + +HTMLElement.prototype.wrap = function(wrapper) { + this.parentNode.insertBefore(wrapper, this); + this.parentNode.removeChild(this); + wrapper.appendChild(this); +}; + +Fluid.plugins = { + + typing: function(text) { + if (!('Typed' in window)) { return; } + + var typed = new window.Typed('#subtitle', { + strings: [ + ' ', + text + ], + cursorChar: CONFIG.typing.cursorChar, + typeSpeed : CONFIG.typing.typeSpeed, + loop : CONFIG.typing.loop + }); + typed.stop(); + var subtitle = document.getElementById('subtitle'); + if (subtitle) { + subtitle.innerText = ''; + } + jQuery(document).ready(function() { + typed.start(); + }); + }, + + fancyBox: function(selector) { + if (!CONFIG.image_zoom.enable || !('fancybox' in jQuery)) { return; } + + jQuery(selector || '.markdown-body :not(a) > img, .markdown-body > img').each(function() { + var $image = jQuery(this); + var imageUrl = $image.attr('data-src') || $image.attr('src') || ''; + if (CONFIG.image_zoom.img_url_replace) { + var rep = CONFIG.image_zoom.img_url_replace; + var r1 = rep[0] || ''; + var r2 = rep[1] || ''; + if (r1) { + if (/^re:/.test(r1)) { + r1 = r1.replace(/^re:/, ''); + var reg = new RegExp(r1, 'gi'); + imageUrl = imageUrl.replace(reg, r2); + } else { + imageUrl = imageUrl.replace(r1, r2); + } + } + } + var $imageWrap = $image.wrap(` + ` + ).parent('a'); + if ($imageWrap.length !== 0) { + if ($image.is('.group-image-container img')) { + $imageWrap.attr('data-fancybox', 'group').attr('rel', 'group'); + } else { + $imageWrap.attr('data-fancybox', 'default').attr('rel', 'default'); + } + + var imageTitle = $image.attr('title') || $image.attr('alt'); + if (imageTitle) { + $imageWrap.attr('title', imageTitle).attr('data-caption', imageTitle); + } + } + }); + + jQuery.fancybox.defaults.hash = false; + jQuery('.fancybox').fancybox({ + loop : true, + helpers: { + overlay: { + locked: false + } + } + }); + }, + + imageCaption: function(selector) { + if (!CONFIG.image_caption.enable) { return; } + + jQuery(selector || `.markdown-body > p > img, .markdown-body > figure > img, + .markdown-body > p > a.fancybox, .markdown-body > figure > a.fancybox`).each(function() { + var $target = jQuery(this); + var $figcaption = $target.next('figcaption'); + if ($figcaption.length !== 0) { + $figcaption.addClass('image-caption'); + } else { + var imageTitle = $target.attr('title') || $target.attr('alt'); + if (imageTitle) { + $target.after(``); + } + } + }); + }, + + codeWidget() { + var enableLang = CONFIG.code_language.enable && CONFIG.code_language.default; + var enableCopy = CONFIG.copy_btn && 'ClipboardJS' in window; + if (!enableLang && !enableCopy) { + return; + } + + function getBgClass(ele) { + return Fluid.utils.getBackgroundLightness(ele) >= 0 ? 'code-widget-light' : 'code-widget-dark'; + } + + var copyTmpl = ''; + copyTmpl += '
      '; + copyTmpl += 'LANG'; + copyTmpl += '
      '; + jQuery('.markdown-body pre').each(function() { + var $pre = jQuery(this); + if ($pre.find('code.mermaid').length > 0) { + return; + } + if ($pre.find('span.line').length > 0) { + return; + } + + var lang = ''; + + if (enableLang) { + lang = CONFIG.code_language.default; + if ($pre[0].children.length > 0 && $pre[0].children[0].classList.length >= 2 && $pre.children().hasClass('hljs')) { + lang = $pre[0].children[0].classList[1]; + } else if ($pre[0].getAttribute('data-language')) { + lang = $pre[0].getAttribute('data-language'); + } else if ($pre.parent().hasClass('sourceCode') && $pre[0].children.length > 0 && $pre[0].children[0].classList.length >= 2) { + lang = $pre[0].children[0].classList[1]; + $pre.parent().addClass('code-wrapper'); + } else if ($pre.parent().hasClass('markdown-body') && $pre[0].classList.length === 0) { + $pre.wrap('
      '); + } + lang = lang.toUpperCase().replace('NONE', CONFIG.code_language.default); + } + $pre.append(copyTmpl.replace('LANG', lang).replace('code-widget">', + getBgClass($pre[0]) + (enableCopy ? ' code-widget copy-btn" data-clipboard-snippet>' : ' code-widget">'))); + + if (enableCopy) { + var clipboard = new ClipboardJS('.copy-btn', { + target: function(trigger) { + var nodes = trigger.parentNode.childNodes; + for (var i = 0; i < nodes.length; i++) { + if (nodes[i].tagName === 'CODE') { + return nodes[i]; + } + } + } + }); + clipboard.on('success', function(e) { + e.clearSelection(); + e.trigger.innerHTML = e.trigger.innerHTML.replace('icon-copy', 'icon-success'); + setTimeout(function() { + e.trigger.innerHTML = e.trigger.innerHTML.replace('icon-success', 'icon-copy'); + }, 2000); + }); + } + }); + } +}; diff --git a/zh-hans/js/utils.js b/zh-hans/js/utils.js new file mode 100644 index 00000000..d61bc264 --- /dev/null +++ b/zh-hans/js/utils.js @@ -0,0 +1,245 @@ +/* global Fluid, CONFIG */ + +window.requestAnimationFrame = window.requestAnimationFrame || window.webkitRequestAnimationFrame || window.mozRequestAnimationFrame; + +Fluid.utils = { + + listenScroll: function(callback) { + var dbc = new Debouncer(callback); + window.addEventListener('scroll', dbc, false); + dbc.handleEvent(); + return dbc; + }, + + unlistenScroll: function(callback) { + window.removeEventListener('scroll', callback); + }, + + listenDOMLoaded(callback) { + if (document.readyState !== 'loading') { + callback(); + } else { + document.addEventListener('DOMContentLoaded', function () { + callback(); + }); + } + }, + + scrollToElement: function(target, offset) { + var of = jQuery(target).offset(); + if (of) { + jQuery('html,body').animate({ + scrollTop: of.top + (offset || 0), + easing : 'swing' + }); + } + }, + + elementVisible: function(element, offsetFactor) { + offsetFactor = offsetFactor && offsetFactor >= 0 ? offsetFactor : 0; + var rect = element.getBoundingClientRect(); + const viewportHeight = window.innerHeight || document.documentElement.clientHeight; + return ( + (rect.top >= 0 && rect.top <= viewportHeight * (1 + offsetFactor) + rect.height / 2) || + (rect.bottom >= 0 && rect.bottom <= viewportHeight * (1 + offsetFactor) + rect.height / 2) + ); + }, + + waitElementVisible: function(selectorOrElement, callback, offsetFactor) { + var runningOnBrowser = typeof window !== 'undefined'; + var isBot = (runningOnBrowser && !('onscroll' in window)) + || (typeof navigator !== 'undefined' && /(gle|ing|ro|msn)bot|crawl|spider|yand|duckgo/i.test(navigator.userAgent)); + if (!runningOnBrowser || isBot) { + return; + } + + offsetFactor = offsetFactor && offsetFactor >= 0 ? offsetFactor : 0; + + function waitInViewport(element) { + Fluid.utils.listenDOMLoaded(function() { + if (Fluid.utils.elementVisible(element, offsetFactor)) { + callback(); + return; + } + if ('IntersectionObserver' in window) { + var io = new IntersectionObserver(function(entries, ob) { + if (entries[0].isIntersecting) { + callback(); + ob.disconnect(); + } + }, { + threshold : [0], + rootMargin: (window.innerHeight || document.documentElement.clientHeight) * offsetFactor + 'px' + }); + io.observe(element); + } else { + var wrapper = Fluid.utils.listenScroll(function() { + if (Fluid.utils.elementVisible(element, offsetFactor)) { + Fluid.utils.unlistenScroll(wrapper); + callback(); + } + }); + } + }); + } + + if (typeof selectorOrElement === 'string') { + this.waitElementLoaded(selectorOrElement, function(element) { + waitInViewport(element); + }); + } else { + waitInViewport(selectorOrElement); + } + }, + + waitElementLoaded: function(selector, callback) { + var runningOnBrowser = typeof window !== 'undefined'; + var isBot = (runningOnBrowser && !('onscroll' in window)) + || (typeof navigator !== 'undefined' && /(gle|ing|ro|msn)bot|crawl|spider|yand|duckgo/i.test(navigator.userAgent)); + if (!runningOnBrowser || isBot) { + return; + } + + if ('MutationObserver' in window) { + var mo = new MutationObserver(function(records, ob) { + var ele = document.querySelector(selector); + if (ele) { + callback(ele); + ob.disconnect(); + } + }); + mo.observe(document, { childList: true, subtree: true }); + } else { + Fluid.utils.listenDOMLoaded(function() { + var waitLoop = function() { + var ele = document.querySelector(selector); + if (ele) { + callback(ele); + } else { + setTimeout(waitLoop, 100); + } + }; + waitLoop(); + }); + } + }, + + createScript: function(url, onload) { + var s = document.createElement('script'); + s.setAttribute('src', url); + s.setAttribute('type', 'text/javascript'); + s.setAttribute('charset', 'UTF-8'); + s.async = false; + if (typeof onload === 'function') { + if (window.attachEvent) { + s.onreadystatechange = function() { + var e = s.readyState; + if (e === 'loaded' || e === 'complete') { + s.onreadystatechange = null; + onload(); + } + }; + } else { + s.onload = onload; + } + } + var ss = document.getElementsByTagName('script'); + var e = ss.length > 0 ? ss[ss.length - 1] : document.head || document.documentElement; + e.parentNode.insertBefore(s, e.nextSibling); + }, + + createCssLink: function(url) { + var l = document.createElement('link'); + l.setAttribute('rel', 'stylesheet'); + l.setAttribute('type', 'text/css'); + l.setAttribute('href', url); + var e = document.getElementsByTagName('link')[0] + || document.getElementsByTagName('head')[0] + || document.head || document.documentElement; + e.parentNode.insertBefore(l, e); + }, + + loadComments: function(selector, loadFunc) { + var ele = document.querySelector('#comments[lazyload]'); + if (ele) { + var callback = function() { + loadFunc(); + ele.removeAttribute('lazyload'); + }; + Fluid.utils.waitElementVisible(selector, callback, CONFIG.lazyload.offset_factor); + } else { + loadFunc(); + } + }, + + getBackgroundLightness(selectorOrElement) { + var ele = selectorOrElement; + if (typeof selectorOrElement === 'string') { + ele = document.querySelector(selectorOrElement); + } + var view = ele.ownerDocument.defaultView; + if (!view) { + view = window; + } + var rgbArr = view.getComputedStyle(ele).backgroundColor.replace(/rgba*\(/, '').replace(')', '').split(/,\s*/); + if (rgbArr.length < 3) { + return 0; + } + var colorCast = (0.213 * rgbArr[0]) + (0.715 * rgbArr[1]) + (0.072 * rgbArr[2]); + return colorCast === 0 || colorCast > 255 / 2 ? 1 : -1; + }, + + retry(handler, interval, times) { + if (times <= 0) { + return; + } + var next = function() { + if (--times >= 0 && !handler()) { + setTimeout(next, interval); + } + }; + setTimeout(next, interval); + } + +}; + +/** + * Handles debouncing of events via requestAnimationFrame + * @see http://www.html5rocks.com/en/tutorials/speed/animations/ + * @param {Function} callback The callback to handle whichever event + */ +function Debouncer(callback) { + this.callback = callback; + this.ticking = false; +} + +Debouncer.prototype = { + constructor: Debouncer, + + /** + * dispatches the event to the supplied callback + * @private + */ + update: function() { + this.callback && this.callback(); + this.ticking = false; + }, + + /** + * ensures events don't get stacked + * @private + */ + requestTick: function() { + if (!this.ticking) { + requestAnimationFrame(this.rafCallback || (this.rafCallback = this.update.bind(this))); + this.ticking = true; + } + }, + + /** + * Attach this as the event listeners + */ + handleEvent: function() { + this.requestTick(); + } +}; diff --git a/zh-hans/links/index.html b/zh-hans/links/index.html new file mode 100644 index 00000000..a0af41bf --- /dev/null +++ b/zh-hans/links/index.html @@ -0,0 +1,425 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + 友链 - CodeCraft + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
      + + +
      + + + + + + +
      + +
      + +
      + +
      + +
      + + + + + + + + + + + + + + +
      + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/zh-hans/local-search.xml b/zh-hans/local-search.xml new file mode 100644 index 00000000..a2585332 --- /dev/null +++ b/zh-hans/local-search.xml @@ -0,0 +1,1065 @@ + + + + + + + 如何更好的打印语法树结构 + + /zh-hans/2024/07/18/2024-7-18-slang-ast-hier-tree/ + + 什么是语法树
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z+tMK7BA${yCd8;-mJ*Ip<{$ie_hJ9>(-qVPoN>&6@nP)3vk-(pHo!bR{ehXo3n}a2dIAx%#!JEXZ3Y5BS4UO~d#z)1z{~lhcs;Ua zCYwa-Tg9`Gk`_aw;Zftva>Nz|GPV8~j(b^FU;oHXE>3XX#R$;70b@ zpgyw6zOLP#as&ZSCfqZAO6kdNxyiuaj@fw(5r#W$muzPUwxB}r2V2mvxx(Y*wNe`X zpu3Ml@E_+fWfq3Wc}OczZ85kJlaP?eHC5Ry2vr;4$%uC$M;Oq`#moHiHd|SVMhJ4i zGhU9SvcMpFGdfs<7+hl=Te0BFI(m#XvorF(2r8uRVZaHk_n2w$4g^{q2{{-8GnXo< zY}RTVr$F`;Dog>yt5Ft@<4uNfP9rs1qsMFYb6Mm|MzCDIB*cF!zMlMEuMWdx$~C!@ z;rc`IJ}H-^%>Gz$m@0D*PCDCqH2&z&hdctQjSo!opc_0T2)IfaY|ZEi56Au~e!QC$ zBD-|TA4L!uwJLJeil8HvIb~ird*0^C0reoj=mRRac=c>hcIv;Y7nJkVf(8gyz#CVY zbHhCA&l!r}>kh%|dPSIc)Z@=e>7Pbv-z3G#t5MssYS8jr=j4H~w^CFB8|}sAEY(FU zrrFHnA@sq=A+)^OaS?Q8u$}m}gUBuTPa4?OuJ7-fA;;qmwweQ5sfo|pV*Bgt&aabc zla6ZB5AF_KJZwmvL4n3+={Jreegn_I=#kww6kbIqAOL&mL*$=!4>{`O{>pj5e{oL( zFff|we3N^H`OqU=j4t3w(RW13EQ>3!@5iEBr@T0zj)wlLDq;du++_fU3&LE`2*-M{&VW zI%4z?t-IAr5G8&`E^

      语法树（Syntax Tree），是一种树状数据结构，用于表示源代码的语法结构。每个节点都表示源代码中的一种语法结构。语法树在编译器和解释器中被广泛使用，以帮助分析和处理编程语言的源代码。

      语法树可以进一步分成具体语法树（Concrete Syntax Tree）和抽象语法树（Abstract Syntax Tree）。编译器前端通常会根据BNF语法生成CST，然后再根据语义构建AST。

      为了方便用户使用语法树，通常会支持Visitor设计模式，这样自定义的Visitor就可以针对感兴趣的节点类型进行遍历。

      所以这样就引出一个问题，节点类型那么多，如何能直观的看到这个树形结构呢？尤其对于不支持反射的C++，无法Debug查看类型

      下面是作者在基于slang项目开发Lint规则的时候，作出的一些尝试。

      slang是一个Modern C++项目，使用了很多C++17和C++20新特性。

      slang is a software library that provides various components for lexing, parsing, type checking, and elaborating SystemVerilog code. It comes with an executable tool that can compile and lint any SystemVerilog project, but it is also intended to be usable as a front end for synthesis tools, simulators, linters, code editors, and refactoring tools.

      slang is the fastest and most compliant SystemVerilog frontend

      那么在说明这个问题之前，还是要对SystemVerilog进行简单的介绍。然后给出序列化为json格式的语法树，最后给出作者方案作为比较。

      SystemVerilog简介

      SystemVerilog 是一种硬件描述和验证语言（HDVL），是Verilog硬件描述语言的扩展。它结合了硬件描述语言（HDL）和硬件验证语言（HVL）的特性，旨在提供一种更强大和灵活的工具来设计和验证数字系统。SystemVerilog 由 Accellera 标准组织开发，并已被 IEEE 标准协会标准化为 IEEE 1800。

      SystemVerilog 的主要特点

      1. 综合和仿真：支持设计综合（synthesis）和仿真（simulation），可以用来描述硬件电路并验证其行为。
      2. 面向对象编程：引入了面向对象编程（OOP）概念，如类（class）、继承（inheritance）、多态（polymorphism）等，用于更复杂的测试平台开发。
      3. 高级验证功能：包含了许多高级验证功能，如断言（assertions）、约束随机化（constraint randomization）、覆盖率（coverage）等。
      4. 接口和模块化：支持接口（interface）和模块化编程，促进设计的可重用性和模块化。
      5. 并行处理：具有并行处理能力，可以描述并行硬件行为。
      6. 组合逻辑和时序逻辑：支持组合逻辑和时序逻辑的建模。

      SystemVerilog 的基本构造

      模块

      模块（module）是 SystemVerilog 的基本构造，用于定义电路的结构和行为。例如：

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      module adder (
          input logic [3:0] a,
          input logic [3:0] b,
          output logic [3:0] sum
      );
          assign sum = a + b;
      endmodule

      接口

      接口（interface）用于定义模块之间的通信信号。例如：

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      interface simple_bus (
          input logic clk,
          input logic reset
      );
          logic [7:0] data;
          logic valid;
      endinterface

      类

      类（class）用于验证环境中的面向对象编程。例如：

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      class Packet;
          rand bit [7:0] addr;
          rand bit [7:0] data;

          function void display();
              $display("Address: %0h, Data: %0h", addr, data);
          endfunction
      endclass

      SystemVerilog 的应用

      1. 硬件设计：用于描述数字电路的结构和行为，可以综合成实际的硬件电路。
      2. 硬件验证：提供了丰富的验证功能，用于验证数字设计的正确性和性能，包括功能验证和形式验证。
      3. 测试平台开发：可以用来开发复杂的测试平台，进行全面的硬件设计验证。

      SystemVerilog 的优势

      1. 增强的表达能力：相比于 Verilog，SystemVerilog 提供了更强大的语法和语义，可以更高效地描述复杂的硬件和验证环境。
      2. 高效的验证方法：引入了约束随机化、覆盖率驱动验证和断言等先进验证技术，大大提高了验证效率。
      3. 面向对象编程：支持面向对象编程，使得验证代码更具结构性和可维护性。

      总的来说，SystemVerilog 是一种强大且灵活的硬件描述和验证语言，广泛应用于现代数字电路设计和验证领域。

      slang给出的json格式的AST

      slang项目提供了一个命令行工具，并提供了--ast-json来序列化AST为json格式。还是以这个加法器模块为例，

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      module adder (
          input logic [3:0] a,
          input logic [3:0] b,
          output logic [3:0] sum
      );
          assign sum = a + b;
      endmodule

      序列化的json结构如下

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      {
        "design": {
          "name": "$root",
          "kind": "Root",
          "addr": 2199025570624,
          "members": [
            {
              "name": "",
              "kind": "CompilationUnit",
              "addr": 2199025963792
            },
            {
              "name": "adder",
              "kind": "Instance",
              "addr": 2199025964560,
              "body": {
                "name": "adder",
                "kind": "InstanceBody",
                "addr": 2199025964184,
                "members": [
                  {
                    "name": "a",
                    "kind": "Port",
                    "addr": 2199025964704,
                    "type": "logic[3:0]",
                    "direction": "In",
                    "internalSymbol": "2199025964880 a"
                  },
                  {
                    "name": "a",
                    "kind": "Variable",
                    "addr": 2199025964880,
                    "type": "logic[3:0]",
                    "lifetime": "Static"
                  },
                  {
                    "name": "b",
                    "kind": "Port",
                    "addr": 2199025965256,
                    "type": "logic[3:0]",
                    "direction": "In",
                    "internalSymbol": "2199025965432 b"
                  },
                  {
                    "name": "b",
                    "kind": "Variable",
                    "addr": 2199025965432,
                    "type": "logic[3:0]",
                    "lifetime": "Static"
                  },
                  {
                    "name": "sum",
                    "kind": "Port",
                    "addr": 2199025965808,
                    "type": "logic[3:0]",
                    "direction": "Out",
                    "internalSymbol": "2199025965984 sum"
                  },
                  {
                    "name": "sum",
                    "kind": "Variable",
                    "addr": 2199025965984,
                    "type": "logic[3:0]",
                    "lifetime": "Static"
                  },
                  {
                    "name": "",
                    "kind": "ContinuousAssign",
                    "addr": 2199025966384,
                    "assignment": {
                      "kind": "Assignment",
                      "type": "logic[3:0]",
                      "left": {
                        "kind": "NamedValue",
                        "type": "logic[3:0]",
                        "symbol": "2199025965984 sum"
                      },
                      "right": {
                        "kind": "BinaryOp",
                        "type": "logic[3:0]",
                        "op": "Add",
                        "left": {
                          "kind": "NamedValue",
                          "type": "logic[3:0]",
                          "symbol": "2199025964880 a"
                        },
                        "right": {
                          "kind": "NamedValue",
                          "type": "logic[3:0]",
                          "symbol": "2199025965432 b"
                        }
                      },
                      "isNonBlocking": false
                    }
                  }
                ],
                "definition": "2199025746816 adder"
              },
              "connections": [
              ]
            }
          ]
        },
        "definitions": [
          {
            "name": "adder",
            "kind": "Definition",
            "addr": 2199025746816,
            "defaultNetType": "2199025567936 wire",
            "definitionKind": "Module",
            "defaultLifetime": "Static",
            "unconnectedDrive": "None"
          }
        ]
      }

      是不是首先感到，这个json格式有点太长了，因为一个节点会有很多属性。而且通过缩进也很难看出来节点的父子关系。

      tree命令行的启发

      树状结构是一个二维结构，很难展示。不过命令工具tree打印的树状结构非常清晰。

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      $ tree .
      .
      ├── dir1
      │    └── a.txt
      └── dir2
           ├── b.txt
           └── c.txt

      可以看到这种展示方式很好的把父子关系展示了出来，清楚的看到一个目录下所包含的文件。

      这种具体的层次树hierarchical tree称之为目录树。

      解决方案展示

      还是这个sv代码

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      module adder (
          input logic [3:0] a,
          input logic [3:0] b,
          output logic [3:0] sum
      );
          assign sum = a + b;
      endmodule

      AST的优化展示

      我们展示一下用目录树的方式，展现AST

      adder-ast可以看到每一行都是一个key-value键值对，用冒号分隔。同时加上term颜色区分。

      绿色的key是节点的class类型，value部分则是节点的属性信息，以空格分隔。

      这样就可以以紧凑的方式展示AST。

      CST的优化展示

      slang并没有给出命令行的方式展现CST，但是用户可能需要直接访问CST进行一些处理，例如：格式化sv代码。

      下面是用相似的方式展现adder的CST数据结构。可以看出来，叶子节点的value就是该节点的原始文本。

      adder-cst

      总结

      参考目录树的展示方式，结合key-value和term color给出了更加紧凑和清晰的语法树展现方式。这种方式更加方便用户基于AST和CST进行开发。

      但是这种方式的缺点也是明确的，就是不适合作为文本方式保存。也不适合展示大的代码。当然json方式也不适合（但是都可以通过hierarchical path的约束，只展示部分语法树结构。）。

      ]]> + + + + + + c++ + + AST + + tree + + + + + + + + + MacOS下LLDB调试Qt5程序 + + /zh-hans/2023/06/09/2023-6-9-qt5-macos-lldb-debug/ + + LLDB调试Qt5的问题

      MacOS下，LLDB调试Qt5应用通常会遇到无法打印QString变量的问题。

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      * thread #1, queue = 'com.apple.main-thread', stop reason = breakpoint 1.1
          frame #0: 0x0000000100003a81 a.out`main(argc=1, argv=0x00007ff7bfefeb40) at test.cpp:10:11
         7      QCoreApplication a(argc, argv);
         8   
         9      QString s = "Hello World";
      -> 10     return a.exec();
         11  }
      Target 0: (a.out) stopped.
      (lldb) print s
      (QString) $0 = {
        d = 0x0000600000c04b70
      }

      这里无法获取变量s的值Hello World，只能看到一个地址。

      同样的，使用CLion等IDE使用LLDB调试Qt5应用的时候，也无法看到值。

      LLDB Qt Formatter

      英雄来了， https://github.com/ayuckhulk/lldb-qt-formatters

      I use Xcode and LLDB to debug my Qt programs, and got tired with there being no visualisation for all the built-in types. Here I endeavour to make all of these types visible through the debugger. Works with Qt 5.x. Tested with Qt 5.9.8, 5.13.2 and XCode 11.

      作者使用Xcode和LLDB开发Qt，苦于debug的时候看不到qt的内建类型的值。

      怎么办呢，简单的说就是LLDB启动的时候，加载python脚本，把内建类型的显示值的计算方法替换掉。也就是LLDB可以加载这样的自定义Formatter，对变量进行格式化输出 —— Variable Formatting，Python脚本非常适合实现复杂的Formatter —— Python Scripting

      安装方法如下：

      git clone this repo somewhere, e.g. ~/qtlldb. Then add the following lines to your ~/.lldbinit:

      command script import ~/qtlldb/QtFormatters.py
      command source ~/qtlldb/QtFormatters.lldb

      这样，Qt的如下内建类型的值都可以在调试的时候可视化了。

      • QString
      • QUrl
      • QList
      • QVector
      • QPointer
      • QSize
      • QSizeF
      • QPoint
      • QPointF
      • QRect
      • QRectF
      • QUuid

      测试

      还用如下test.cpp代码测试，仅仅测试QString类型。

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      #include <QCoreApplication>
      #include <QString>


      int main(int argc, char *argv[])
      {
         QCoreApplication a(argc, argv);

         QString s = "Hello World";
         return a.exec();
      }

      编译一下

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      g++ -std=c++11 test.cpp $(pkg-config --cflags --libs Qt5Core) -g

      这里需要设置PKG_CONFIG_PATH一下

      1
      export PKG_CONFIG_PATH="/usr/local/opt/qt@5/lib/"

      然后LLDB调试a.out。

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      $ lldb a.out
      (lldb) target create "a.out"
      Current executable set to '/Users/ym/tmp/lldb-qt-formatters/lldbtests/a.out' (x86_64).
      (lldb) b 10
      Breakpoint 1: where = a.out`main + 65 at test.cpp:10:11, address = 0x0000000100003a81
      (lldb) r
      Process 53042 launched: '/Users/ym/tmp/lldb-qt-formatters/lldbtests/a.out' (x86_64)
      Process 53042 stopped
      * thread #1, queue = 'com.apple.main-thread', stop reason = breakpoint 1.1
          frame #0: 0x0000000100003a81 a.out`main(argc=1, argv=0x00007ff7bfefeb40) at test.cpp:10:11
         7      QCoreApplication a(argc, argv);
         8   
         9      QString s = "Hello World";
      -> 10     return a.exec();
         11  }
      Target 0: (a.out) stopped.
      (lldb) print s
      (QString) $0 = "Hello World" {
        d = 0x0000600000c003f0
      }
      (lldb)

      这里18行”Hello World”显示出来了。

      总结

      对LLDB启动进行设置之后，CLion里也可以愉快的调试了。

      lldb-debug-qt

      ]]> + + + + + + debug + + qt5 + + macos + + lldb + + + + + + + + + 玩一下LangChain + + /zh-hans/2023/06/08/2023-6-8-langchain-openai/ + + 什么是LangChain

      自从ChatGPT出现以来，就一直在使用，那么ChatGPT毕竟是有局限性的，因为ChatGPT训练的语料是有限的。很多问题回答不了，也经常会胡言乱语闹笑话。

      但是ChatGPT背后的大语言模型LLM是可以扩展的，也就是说，可以把特定的领域知识让LLM（大语言模型）学习。这样就在一定程度上解决了局限性。

      而LangChain项目就是这样的杀手锏，这里是官方文档。

      本文代码和例子参考了使用langchain打造自己的大型语言模型(LLMs)，对中文资料进行处理。

      OpenAI的key

      LangChain是一个框架，如果要使用，则需要调用大语言模型的API。正好有一朋友申请了OPENAI_API_KEY，这样就可以开始跑跑代码了。

      代码

      以下是Python代码。

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      import os
      from langchain.embeddings.openai import OpenAIEmbeddings
      from langchain.vectorstores import Chroma
      from langchain.text_splitter import TokenTextSplitter
      from langchain.llms import OpenAI
      from langchain.document_loaders import DirectoryLoader
      from langchain.chains import RetrievalQAWithSourcesChain, ChatVectorDBChain
      import jieba as jb

      os.environ["OPENAI_API_KEY"] = "sk-xxxxxxx"  # <-- 这里替换为申请的key


      def preprocess_txt():
          """
      由于中文的语法的特殊性，对于中文的文档必须要做一些预处理工作：词语的拆分，
      也就是要把中文的语句拆分成一个个基本的词语单位，这里我们会用的一个分词工具：jieba，
      它会帮助我们对资料库中的所有文本文件进行分词处理。不过我们首先将这3个时事新闻的文本文件放置到Data文件夹下面，
      然后在data文件夹下面再建一个子文件夹:cut, 用来存放被分词过的文档：
          """
          files = ['天龙八部.txt']

          for file in files:
              # 读取data文件夹中的中文文档
              my_file = f"./data/{file}"
              with open(my_file, "r", encoding='utf-8') as f:
                  data = f.read()

              # 对中文文档进行分词处理
              cut_data = " ".join([w for w in list(jb.cut(data))])
              # 分词处理后的文档保存到data文件夹中的cut子文件夹中
              cut_file = f"./data/cut/cut_{file}"
              with open(cut_file, 'w') as f:
                  f.write(cut_data)
                  f.close()


      def embeddings():
          # 加载文档
          loader = DirectoryLoader('./data/cut', glob='**/*.txt')
          docs = loader.load()
          # 文档切块
          text_splitter = TokenTextSplitter(chunk_size=1000, chunk_overlap=0)
          doc_texts = text_splitter.split_documents(docs)
          # 调用openai Embeddings
          embeddings = OpenAIEmbeddings()
          # 向量化
          vectordb = Chroma.from_documents(doc_texts, embeddings, persist_directory="./data/cut")
          vectordb.persist()


      def ask():
          embeddings = OpenAIEmbeddings()

          docsearch = Chroma(persist_directory="./data/cut", embedding_function=embeddings)

          chain = ChatVectorDBChain.from_llm(OpenAI(temperature=0, model_name="gpt-3.5-turbo"), docsearch,
                                             return_source_documents=True)

          while True:
              try:
                  # code to be executed repeatedly
                  user_input = input("What's your question: ")

                  chat_history = []
                  result = chain({"question": user_input, "chat_history": chat_history})

                  print("Answer: " + result["answer"].replace('\n', ' '))
              except KeyboardInterrupt:
                  # code to be executed when Ctrl+C is pressed
                  break


      if __name__ == '__main__':
          preprocess_txt()
          embeddings()
          ask()

      代码依赖模块

      Python3.11安装依赖

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      pip install -r requirements.txt

      requirements.txt内容如下：

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      aiohttp==3.8.4
      aiosignal==1.3.1
      anyio==3.7.0
      argilla==1.8.0
      async-timeout==4.0.2
      attrs==23.1.0
      backoff==2.2.1
      certifi==2023.5.7
      cffi==1.15.1
      chardet==5.1.0
      charset-normalizer==3.1.0
      chromadb==0.3.26
      click==8.1.3
      clickhouse-connect==0.6.0
      coloredlogs==15.0.1
      commonmark==0.9.1
      contourpy==1.0.7
      cryptography==41.0.1
      cycler==0.11.0
      dataclasses-json==0.5.7
      Deprecated==1.2.14
      duckdb==0.8.0
      et-xmlfile==1.1.0
      fastapi==0.96.0
      flatbuffers==23.5.26
      fonttools==4.39.4
      frozenlist==1.3.3
      greenlet==2.0.2
      h11==0.14.0
      hnswlib==0.7.0
      httpcore==0.16.3
      httptools==0.5.0
      httpx==0.23.3
      humanfriendly==10.0
      idna==3.4
      jieba==0.42.1
      joblib==1.2.0
      kiwisolver==1.4.4
      langchain==0.0.191
      lxml==4.9.2
      lz4==4.3.2
      Markdown==3.4.3
      marshmallow==3.19.0
      marshmallow-enum==1.5.1
      matplotlib==3.7.1
      monotonic==1.6
      mpmath==1.3.0
      msg-parser==1.2.0
      multidict==6.0.4
      mypy-extensions==1.0.0
      nltk==3.8.1
      numexpr==2.8.4
      numpy==1.23.5
      olefile==0.46
      onnxruntime==1.15.0
      openai==0.27.7
      openapi-schema-pydantic==1.2.4
      openpyxl==3.1.2
      overrides==7.3.1
      packaging==23.1
      pandas==1.5.3
      pdf2image==1.16.3
      pdfminer.six==20221105
      Pillow==9.5.0
      posthog==3.0.1
      protobuf==4.23.2
      pulsar-client==3.2.0
      pycparser==2.21
      pydantic==1.10.8
      Pygments==2.15.1
      pypandoc==1.11
      pyparsing==3.0.9
      python-dateutil==2.8.2
      python-docx==0.8.11
      python-dotenv==1.0.0
      python-magic==0.4.27
      python-pptx==0.6.21
      pytz==2023.3
      PyYAML==6.0
      regex==2023.6.3
      requests==2.31.0
      rfc3986==1.5.0
      rich==13.0.1
      six==1.16.0
      sniffio==1.3.0
      SQLAlchemy==2.0.15
      starlette==0.27.0
      sympy==1.12
      tabulate==0.9.0
      tenacity==8.2.2
      tiktoken==0.4.0
      tokenizers==0.13.3
      tqdm==4.65.0
      typer==0.9.0
      typing-inspect==0.9.0
      typing_extensions==4.6.3
      tzdata==2023.3
      unstructured==0.7.1
      urllib3==2.0.2
      uvicorn==0.22.0
      uvloop==0.17.0
      watchfiles==0.19.0
      websockets==11.0.3
      wrapt==1.14.1
      xlrd==2.0.1
      XlsxWriter==3.1.2
      yarl==1.9.2
      zstandard==0.21.0

      文本

      而文本则放在 “./data/“ 目录下，

      天龙八部.txt 内容如下，就是一些明确的信息。

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      段誉和乔峰，虚竹是兄弟。

      阿朱喜欢乔峰。

      段誉喜欢王语嫣。

      如果直接问ChatGPT，”段誉的兄弟是谁”, “段誉有几个兄弟”则ChatGPT回答有些混乱。

      chatgpt-duanyu-brothers

      运行测试

      直接运行后，测试提问，如下。

      langchain1

      langchain1

      很有意思。

      总结

      1. 中文需要进行分词，与英文的处理不同。
      2. 需要避免4096 TOKEN的限制，则只能使用文章中提到模型建立Chain。
        1
        2
        ChatVectorDBChain.from_llm(OpenAI(temperature=0, model_name="gpt-3.5-turbo"), docsearch,
                                               return_source_documents=True)
      3. 还是需要VPN才能使用，另外OPEN_API_KEY是需要花钱的。

      参考

      ]]> + + + + + + langchain + + openai + + + + + + + + + MacOS下基于CMake自动打包部署Qt5项目 + + /zh-hans/2023/06/07/2023-6-7-qt5-macos-bundle-app/ + + Qt5项目打包部署

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    关联类型是Rust为了解决类型参数(type parameter)之间的依赖关系而引入的。清楚的解释引入动机的文章就是RFC095。

    同时，这篇文章详细说明了如何引用关联类型。

    一个实际的例子

    我们在使用Iced（一个跨平台的GUI库）开发一个自定义样式的button的时候，遇到了关联类型。

    以下代码创建一个button对象，宽度80，高50，样式怎么输入呢？

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    button(
        text(input).size(24)
            .vertical_alignment(Vertical::Center)
            .horizontal_alignment(Horizontal::Center)
    )
        .padding(10)
        .width(80)
        .height(50)
        .style( ?? )    /// <-- 这里该写什么呢？
        .on_press(msg)

    看看这个style方法的签名。

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    iced_native::widget::button 
    impl<'a, Message, Renderer> Button<'a, Message, Renderer> 
    where     
        Renderer: crate::Renderer,     
        Renderer::Theme: StyleSheet,
    pub fn style(mut self, style: <Renderer::Theme as StyleSheet>::Style) -> Self
    -------------------------------------------------------------
    Sets the style variant of this Button.

    style方法是Button结构体的一个关联方法。

    Button结构体是一个组件，它有两个类型参数，Message和Renderer。其中Renderer类型参数的Bound在where中明确

    • Renderer: crate::Renderer 需要实现crate::Renderer trait.
    • Renderer::Theme: StyleSheet 并且该crate::Renderer trait的Theme关联类型需要实现 StyleSheet trait.

    crate::Renderer trait如下，有一个Theme关联类型

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    /// A component that can be used by widgets to draw themselves on a screen.
    pub trait Renderer: Sized {
        /// The supported theme of the [`Renderer`].
        type Theme;
        ...
        ...

    还是回到这个style方法pub fn style(mut self, style: <Renderer::Theme as StyleSheet>::Style) -> Self。

    这个方法的入参style的类型是<Renderer::Theme as StyleSheet>::Style，这个PATH的前缀是<Renderer::Theme as StyleSheet> 表示实现了Renderer trait的类型的Theme关联类型 需要实现StyleSheet trait。

    因此<Renderer::Theme as StyleSheet>::Style完整的含义就是

    1. 某个渲染类型 SomeRenderer 实现了crate::Renderer trait.
    2. 某个样式板类型 SomeThemeType 实现了button::StyleSheet。
    3. 且 SomeRenderer::Theme = SomeThemeType
    4. <Renderer::Theme as StyleSheet>::Style就是 SomeThemeType::Style = < ?? >.

    因此style方法的入参的实际类型就是SomeStyleSheet::Style的实际类型。所以我们要找到SomeRenderer和SomeThemeType。

    1. 先看crate::Renderer trait的实现类型有那些，可以看到Renderer<B, T>
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      impl<B, T> iced_native::Renderer for Renderer<B, T>
      where
          B: Backend,
      {
          type Theme = T;
          ...
          ...

    这个结构体如下，

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    /// A backend-agnostic renderer that supports all the built-in widgets.
    #[derive(Debug)]
    pub struct Renderer<B: Backend, Theme> {
        backend: B,
        primitives: Vec<Primitive>,
        theme: PhantomData<Theme>,
    }

    这个似乎就是我们要找的 SomeRenderer。但是这个Renderer<B, T>有两个类型参数，第二个就是Theme类型参数。还是没有看到这个类型参数具体的类型是什么。继续看哪里使用了这个带有类型参数的结构体Renderer<B, T>。

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    /// A [`wgpu`] graphics renderer for [`iced`].
    ///
    /// [`wgpu`]: https://github.com/gfx-rs/wgpu-rs
    /// [`iced`]: https://github.com/iced-rs/iced
    pub type Renderer<Theme = iced_native::Theme> =
        iced_graphics::Renderer<Backend, Theme>;

    这里看到声明了一个新的类型iced_wgpu::Renderer，并且指定了Theme = iced_style::theme::Theme。这个新的类型在哪里使用了呢？

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    impl<Theme> iced_graphics::window::Compositor for Compositor<Theme> {
        type Settings = Settings;
        type Renderer = Renderer<Theme>;
        type Surface = wgpu::Surface;

        fn new<W: HasRawWindowHandle + HasRawDisplayHandle>(
            settings: Self::Settings,
            compatible_window: Option<&W>,
        ) -> Result<(Self, Self::Renderer), Error> {
            let compositor = futures::executor::block_on(Self::request(
                settings,
                compatible_window,
            ))
            .ok_or(Error::GraphicsAdapterNotFound)?;

            let backend = compositor.create_backend();

            Ok((compositor, Renderer::new(backend)))  /// <--- 这里的Renderer就是指定了Theme的Renderer<B,T>
        }

    因此这个iced_wgpu::Renderer就是我们要找的SomeRenderer，而SomeRenderer::Theme就是iced_style::theme::Theme就是我们要找的SomeThemeType。

    1. 接着看iced_style::theme::Theme类型如何实现button::StyleSheet traitbutton_stylesheet_for_theme从这里可以看到 SomeThemeType::Style = iced_style::theme::Button因此style方法的入参是iced_style::theme::Button, 是一个枚举类型。
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    /// The style of a button.
    #[derive(Default)]
    pub enum Button {
        /// The primary style.
        #[default]
        Primary,
        /// The secondary style.
        Secondary,
        /// The positive style.
        Positive,
        /// The destructive style.
        Destructive,
        /// The text style.
        ///
        /// Useful for links!
        Text,
        /// A custom style.
        Custom(Box<dyn button::StyleSheet<Style = Theme>>),
    }

    从定义可以看出，如果我们要实现自定义的样式就需要使用Button::Custom(Box::new(??)).

    而button::StyleSheet<Style = Theme>类型意思是某类型实现了button::StyleSheet trait,并且关联类型Style = iced_style::theme::Theme.

    所以我们可以写一个自定义的button样式了。

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    struct ButtonStyle;

    impl StyleSheet for ButtonStyle {
        type Style = iced_style::theme::Theme; ///<-- 这里可以简写为 type Style = Theme;

        fn active(&self, style: &Self::Style) -> Appearance {
            Appearance {
                shadow_offset: Default::default(),
                background: Some(Background::Color(Color::from_rgb8(204, 204, 204))),
                border_radius: 5.0,
                border_width: 0.0,
                border_color: Default::default(),
                text_color: Color::from_rgb8(0, 0, 0),
            }
        }
    }

    style方法的入参就是Button::Custom(Box::new(ButtonStyle{}))。

    最后style方法的使用如下

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    button(
        text(input).size(24)
            .vertical_alignment(Vertical::Center)
            .horizontal_alignment(Horizontal::Center)
    )
        .padding(10)
        .width(80)
        .height(50)
        .style( Button::Custom(Box::new(ButtonStyle{})) ) /// 这里该写什么呢？
        .on_press(msg)

    关于Iced

    Iced使用的Elm模型非常容易使用。我用它实现一个简单的计算器。calculator

    总结

    关联类型是Rust非常重要的特性。如果不深入理解的话，编译的错误信息都看不明白。

    ]]> + + + + + + rust + + iced + + + + + + + + + 通过ChatGPT实现Rust语言的八皇后算法 + + /zh-hans/2023/01/12/2023-1-12-8-queens-chatgpt/ + + ChatGPT是什么？

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    leetcode现在支持Go了，这次用Go写一个算法题——消除游戏。

    原题链接

    You have a list arr of all integers in the range [1, n] sorted in a strictly increasing order. Apply the following algorithm on arr:Starting from left to right, remove the first number and every other number afterward until you reach the end of the list.Repeat the previous step again, but this time from right to left, remove the rightmost number and every other number from the remaining numbers.Keep repeating the steps again, alternating left to right and right to left, until a single number remains.Given the integer n, return the last number that remains in arr.

    Example 1:

    Input: n = 9

    Output: 6

    Explanation:

    arr = [1, 2, 3, 4, 5, 6, 7, 8, 9]

    arr = [2, 4, 6, 8]

    arr = [2, 6]

    arr = [6]

    简单说就是从左至右消除，再从右到左消除，如果不唯一继续这个过程。对于这个例子，输入是9，那么开始就有1-9，9个数。第一次，消除{1,3,5,7,9}, 第二次消除{8,4},第三次消除{2},最后留下数字6。

    老办法，先用naive、暴力的方法求解，再优化。

    暴力求解方法

    基本思路就是

    1. 生成一个数组，含有1-n，n个整数。
    2. 从左到右消除，就是把偶数位置的数字依序移动到数组的左侧，并截取保留。例如从左至右消除数组[1,2,3,4,5,6,7,8,9],移动偶数位置到左侧后，[2,4,6,8,5,6,7,8,9], 截取左侧后为[2,4,6,8]
    3. 从右至左消除，就是把奇数位置的数字依序移动到数组的右侧，并截取保留。例如从右至左消除数组[2,4,6,8],移动奇数位置的数到右侧后，[2,4,2,6], 截取右侧后为[2,6]
    4. 如果不为1，继续步骤2

    代码如下

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    //LastRemaining1 has time complexity O(n) and space complexity O(n)
    func LastRemaining1(n int) int {
    arr := gen(n)

    leftToRight := true
    for len(arr) > 1 {
    if leftToRight {
    for i := 1; i < len(arr); i += 2 {
    arr[i/2] = arr[i]
    }
    length := len(arr) / 2
    arr = arr[0:length]
    } else {
    count := 0
    for i := 1; len(arr)-1-i >= 0; i += 2 {
    arr[len(arr)-1-i/2] = arr[len(arr)-1-i]
    count += 1
    }
    arr = arr[len(arr)-count:]
    }

    leftToRight = !leftToRight
    }

    return arr[0]
    }

    func gen(n int) []int {
    arr := make([]int, n)
    for i := 0; i < n; i++ {
    arr[i] = i + 1
    }
    return arr
    }

    这个时间和空间复杂度都是 O(n)\mathcal{O}(n) ，空间复杂度是 O(n)\mathcal{O}(n) 好理解。那么时间复杂度是怎么计算的呢？ 对于输入n，第一次消除遍历 n2\dfrac{n}{2} ，第二次消除遍历 n22\dfrac{n}{2^2} ，第三次消除遍历n23\dfrac{n}{2^3} …因此总时间就是

    n2+n22+n23+…≈n\dfrac{n}{2} + \dfrac{n}{2^2} + \dfrac{n}{2^3} + \ldots \approx n

    分析和优化后的算法

    暴力解法直观，但是空间占用太多了，当n很大的时候，直接栈溢出了。那么该怎么优化呢。只能是找规律，通过发现递推关系来求解。

    也就是说，假如我们要求解的函数为y=f(n)y=\mathcal{f}(n)，其中n就是输入的自然数。y为剩余的最后的数字。根据以往的经验我们考虑分治法，找到递推关系 f(n+1)=anf(n)+an−1f(n−1)+…\mathcal{f}(n+1) = a_n\mathcal{f}(n) + a_{n-1}\mathcal{f}(n-1) + \ldots

    很显然，我们知道 f(1)=1\mathcal{f}(1) = 1 , f(2)=2\mathcal{f}(2) = 2 , f(3)=2\mathcal{f}(3) = 2

    通过观察，我们可以发现这样一个递归过程，经过一轮从左至右和从右至左的消除后，余下一个长度为n4\dfrac{n}{4} 的新的数列。如果长度n4≤3\dfrac{n}{4} \leq 3 ，那么可以直接知道f(n4)\mathcal{f}(\dfrac{n}{4}) 的值，该值就是新数列的编号。取出新数列的该编号的值并返回。如果数列的长度大于3，那么返回新数列中编号为 f(n4)\mathcal{f}(\dfrac{n}{4}) 的数字。

    也就是说我们发现了递推关系 f(n)=operator∗f(n4)\mathcal{f}(n) = operator*\mathcal{f}(\dfrac{n}{4})

    举例说明我们的递归过程，当n=9时，经过一轮从左至右和从右至左的消除后，余下一个长度为2的数列[2,6], 因为f(2)=2\mathcal{f}(2) = 2 ，所以返回数列[2,6]编号为2的数，也就是数字6。

    代码实现如下

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    //LastRemaining2 has time complexity O(log(n)) and space complexity O(log(n))
    //Runtime: 3 ms, faster than 85.71% of Go online submissions for Elimination Game.
    //Memory Usage: 2.6 MB, less than 97.62% of Go online submissions for Elimination Game.
    func LastRemaining2(n int) int {
    return f(n)
    }

    func f(n int) int {
    if n == 1 {
    return 1
    }
    if n == 2 || n == 3 {
    return 2
    }

    //经过一轮从左至右和从右至左消除后
    last := last(n)                    //数列的最后一个数字
    length := length(n)                //数列的长度
    return last - 4*(length-f(length)) //返回数列中，编号为f(length)的数字
    }

    func last(n int) int {
    return n - (n % 2) - 2
    }

    func length(n int) int {
    n /= 2
    n /= 2
    return n
    }

    时间复杂度和空间复杂度都是 O(log⁡n)\mathcal{O}(\log{}n) ，因为递归调用的次数为 log⁡4n=log⁡n2\log_{4}n = \dfrac{\log{}n}{2} 。

    ]]> + + + + + + leetcode + + 算法 + + go + + + + + + + + + k3s的Pod无法解析内网域名 + + /zh-hans/2021/12/26/pod-resolve-dn/ + + 问题

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CLion是一款针对C/C++项目的跨平台的集成IDE（A cross-platform IDE for C and C++）。2020版本以前，只支持cmake项目，但是2021版本对Makefile项目的支持度增加了。我们看看如何对Makefile项目进行断点调试。

我们用一个实际的项目作为例子。

Go1.4源码

Go语言项目从源码编译有几种方式，其中一种方式是基于Bootstrap toolchain from C source code,也就是说，首先编译Go 1.4版本，然后用编译出来的Go，编译最新的Go版本。(UPDATE: Mac12.1 Monterey系统上不支持)

那么我下载这个Go1.4版本，go1.4-bootstrap-20171003.tar.gz，解压到某个路径下。

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~/work/go1.4/ ls          
AUTHORS      LICENSE      README       api          doc          include      misc         robots.txt   test
CONTRIBUTORS PATENTS      VERSION      bin          favicon.ico  lib          pkg          src

进入src路径下，运行make.bash文件，则开始编译。（当然需要build相关的工具）。为了看清楚bash脚本执行的内容，我们修改make.bash的第一行改为 set -ex, 这样会打印详细的执行内容如下，

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g1.4/src/ $  ./make.bash 
+ '[' '!' -f run.bash ']'
+ case "$(uname)" in
++ uname
+ ld --version
+ grep 'gold.* 2\.20'
+ for se_mount in /selinux /sys/fs/selinux
+ '[' -d /selinux -a -f /selinux/booleans/allow_execstack -a -x /usr/sbin/selinuxenabled ']'
+ for se_mount in /selinux /sys/fs/selinux
+ '[' -d /sys/fs/selinux -a -f /sys/fs/selinux/booleans/allow_execstack -a -x /usr/sbin/selinuxenabled ']'
++ uname -s
+ '[' Darwin == GNU/kFreeBSD ']'
+ rm -f ./runtime/runtime_defs.go
+ echo '# Building C bootstrap tool.'
# Building C bootstrap tool.
+ echo cmd/dist
cmd/dist
++ cd ..
++ pwd
+ export GOROOT=/Users/ym/work/go1.4
+ GOROOT=/Users/ym/work/go1.4
+ GOROOT_FINAL=/Users/ym/work/go1.4
+ DEFGOROOT='-DGOROOT_FINAL="/Users/ym/work/go1.4"'
+ mflag=
+ case "$GOHOSTARCH" in
++ uname
+ '[' Darwin == Darwin ']'
+ mflag=' -mmacosx-version-min=10.6'
++ type -t gcc
++ type -t clang
+ '[' -z '' -a -z file -a -n file ']'
+ gcc -mmacosx-version-min=10.6 -O2 -Wall -Werror -o cmd/dist/dist -Icmd/dist '-DGOROOT_FINAL="/Users/ym/work/go1.4"' cmd/dist/arm.c cmd/dist/buf.c cmd/dist/build.c cmd/dist/buildgc.c cmd/dist/buildgo.c cmd/dist/buildruntime.c cmd/dist/main.c cmd/dist/plan9.c cmd/dist/unix.c cmd/dist/windows.c
++ ./cmd/dist/dist env -p
+ eval 'CC="clang"' 'CC_FOR_TARGET="clang"' 'GOROOT="/Users/ym/work/go1.4"' 'GOBIN="/Users/ym/me/go/test/bin"' 'GOARCH="amd64"' 'GOOS="darwin"' 'GOHOSTARCH="amd64"' 'GOHOSTOS="darwin"' 'GOTOOLDIR="/Users/ym/work/go1.4/pkg/tool/darwin_amd64"' 'GOCHAR="6"' 'PATH="/Users/ym/me/go/test/bin:/usr/local/opt/openssl@1.1/bin:/usr/local/opt/postgresql@12/bin:/Users/ym/work/go1.4/bin:/usr/local/Homebrew/bin:/usr/local/sbin:/usr/local/bin:/usr/local/bin:/usr/bin:/bin:/usr/sbin:/sbin:/usr/local/go/bin:/usr/local/share/dotnet:~/.dotnet/tools:/Library/Apple/usr/bin:/Library/Frameworks/Mono.framework/Versions/Current/Commands:/Users/ym/mybin/apache-maven-3.6.0/bin:/Users/ym/me/go/test/bin:/Users/ym/.rvm/bin:/Users/ym/mybin/spark-2.4.3-bin-hadoop2.7/bin/"'
++ CC=clang
++ CC_FOR_TARGET=clang
++ GOROOT=/Users/ym/work/go1.4
++ GOBIN=/Users/ym/me/go/test/bin
++ GOARCH=amd64
++ GOOS=darwin
++ GOHOSTARCH=amd64
++ GOHOSTOS=darwin
++ GOTOOLDIR=/Users/ym/work/go1.4/pkg/tool/darwin_amd64
++ GOCHAR=6
++ PATH='/Users/ym/me/go/test/bin:/usr/local/opt/openssl@1.1/bin:/usr/local/opt/postgresql@12/bin:/Users/ym/work/go1.4/bin:/usr/local/Homebrew/bin:/usr/local/sbin:/usr/local/bin:/usr/local/bin:/usr/bin:/bin:/usr/sbin:/sbin:/usr/local/go/bin:/usr/local/share/dotnet:~/.dotnet/tools:/Library/Apple/usr/bin:/Library/Frameworks/Mono.framework/Versions/Current/Commands:/Users/ym/mybin/apache-maven-3.6.0/bin:/Users/ym/me/go/test/bin:/Users/ym/.rvm/bin:/Users/ym/mybin/spark-2.4.3-bin-hadoop2.7/bin/'
+ '[' '' = true ']'
+ echo

+ '[' '' = --dist-tool ']'
+ echo '# Building compilers and Go bootstrap tool for host, darwin/amd64.'
# Building compilers and Go bootstrap tool for host, darwin/amd64.
+ buildall=-a
+ '[' '' = --no-clean ']'
+ ./cmd/dist/dist bootstrap -a -v
lib9
libbio
liblink
cmd/cc
cmd/gc
cmd/6l
/Users/ym/work/go1.4/src/cmd/6l/../ld/dwarf.c:1479:15: warning: implicit conversion from 'int' to 'char' changes value from 156 to -100 [-Wconstant-conversion]
/Users/ym/work/go1.4/src/cmd/6l/../ld/dwarf.c:1763:21: warning: implicit conversion from 'int' to 'char' changes value from 144 to -112 [-Wconstant-conversion]
/Users/ym/work/go1.4/src/cmd/6l/../ld/lib.h:168:13: note: expanded from macro 'cput'
cmd/6a
cmd/6c
/Users/ym/work/go1.4/src/cmd/6c/txt.c:995:28: warning: shifting a negative signed value is undefined [-Wshift-negative-value]
/Users/ym/work/go1.4/src/cmd/6c/txt.c:1045:28: warning: shifting a negative signed value is undefined [-Wshift-negative-value]
cmd/6g
/Users/ym/work/go1.4/src/cmd/6g/peep.c:771:13: warning: converting the enum constant to a boolean [-Wint-in-bool-context]
runtime
errors
sync/atomic
sync
io
unicode
unicode/utf8
unicode/utf16
bytes
math
strings
strconv
bufio
sort
container/heap
encoding/base64
syscall
time
os
reflect
fmt
encoding
encoding/json
flag
path/filepath
path
io/ioutil
log
regexp/syntax
regexp
go/token
go/scanner
go/ast
go/parser
os/exec
os/signal
net/url
text/template/parse
text/template
go/doc
go/build
cmd/go
+ cp cmd/dist/dist /Users/ym/work/go1.4/pkg/tool/darwin_amd64/dist
+ /Users/ym/work/go1.4/pkg/tool/darwin_amd64/go_bootstrap clean -i std
+ echo

+ '[' amd64 '!=' amd64 -o darwin '!=' darwin ']'
+ echo '# Building packages and commands for darwin/amd64.'
# Building packages and commands for darwin/amd64.
+ CC=clang
+ /Users/ym/work/go1.4/pkg/tool/darwin_amd64/go_bootstrap install -ccflags '' -gcflags '' -ldflags '' -v std
runtime
errors
sync/atomic
unicode
unicode/utf8
math
sort
encoding
unicode/utf16
container/list
sync
crypto/subtle
container/ring
image/color
runtime/race
container/heap
io
syscall
image/color/palette
hash
crypto/cipher
hash/crc32
crypto/hmac
hash/adler32
hash/crc64
hash/fnv
bytes
strings
bufio
text/tabwriter
path
html
compress/bzip2
time
strconv
math/rand
math/cmplx
os
reflect
regexp/syntax
crypto
encoding/base64
net/url
crypto/aes
crypto/rc4
crypto/md5
crypto/sha1
crypto/sha256
crypto/sha512
encoding/pem
encoding/ascii85
encoding/base32
image
path/filepath
net
os/signal
io/ioutil
os/exec
regexp
image/draw
image/jpeg
fmt
encoding/binary
cmd/pprof/internal/svg
crypto/des
index/suffixarray
cmd/internal/goobj
cmd/internal/rsc.io/arm/armasm
cmd/internal/rsc.io/x86/x86asm
debug/dwarf
debug/gosym
debug/plan9obj
flag
log
go/token
encoding/json
encoding/xml
text/template/parse
go/scanner
debug/elf
debug/macho
debug/pe
go/ast
compress/flate
text/template
math/big
encoding/hex
mime
net/textproto
cmd/internal/objfile
net/http/internal
compress/gzip
runtime/pprof
cmd/pack
cmd/pprof/internal/profile
cmd/pprof/internal/tempfile
archive/tar
archive/zip
cmd/addr2line
cmd/nm
crypto/elliptic
encoding/asn1
crypto/rand
go/parser
go/printer
go/doc
crypto/ecdsa
crypto/rsa
crypto/dsa
crypto/x509/pkix
mime/multipart
cmd/objdump
cmd/pprof/internal/plugin
crypto/x509
html/template
go/build
cmd/cgo
go/format
cmd/fix
cmd/gofmt
crypto/tls
cmd/pprof/internal/symbolizer
cmd/pprof/internal/symbolz
cmd/pprof/internal/report
cmd/yacc
compress/lzw
compress/zlib
database/sql/driver
database/sql
encoding/csv
encoding/gob
cmd/pprof/internal/commands
image/gif
cmd/pprof/internal/driver
image/png
log/syslog
net/mail
os/user
runtime/debug
testing
testing/iotest
net/http
net/smtp
testing/quick
text/scanner
cmd/go
cmd/pprof/internal/fetch
expvar
net/http/cgi
net/http/cookiejar
net/http/httptest
net/http/httputil
net/http/pprof
cmd/pprof
net/rpc
net/http/fcgi
net/rpc/jsonrpc
+ echo

+ rm -f /Users/ym/work/go1.4/pkg/tool/darwin_amd64/go_bootstrap
+ '[' '' '!=' --no-banner ']'
+ /Users/ym/work/go1.4/pkg/tool/darwin_amd64/dist banner

---
Installed Go for darwin/amd64 in /Users/ym/work/go1.4
Installed commands in /Users/ym/me/go/test/bin

我们看到15-33行, 首先编译了cmd/dist文件夹下的c代码，生成了一个dist可执行文件，并调用了 /cmd/dist/dist env -p

# Building C bootstrap tool.+ echo cmd/distcmd/dist++ cd ..++ pwd+ export GOROOT=/Users/ym/work/go1.4+ GOROOT=/Users/ym/work/go1.4+ GOROOT_FINAL=/Users/ym/work/go1.4+ DEFGOROOT='-DGOROOT_FINAL="/Users/ym/work/go1.4"'+ mflag=+ case "$GOHOSTARCH" in++ uname+ '[' Darwin == Darwin ']'+ mflag=' -mmacosx-version-min=10.6'++ type -t gcc++ type -t clang+ '[' -z '' -a -z file -a -n file ']'+ gcc -mmacosx-version-min=10.6 -O2 -Wall -Werror -o cmd/dist/dist -Icmd/dist '-DGOROOT_FINAL="/Users/ym/work/go1.4"' cmd/dist/arm.c cmd/dist/buf.c cmd/dist/build.c cmd/dist/buildgc.c cmd/dist/buildgo.c cmd/dist/buildruntime.c cmd/dist/main.c cmd/dist/plan9.c cmd/dist/unix.c cmd/dist/windows.c ++ ./cmd/dist/dist env -p

那么我们来看看怎么在CLion中调试/cmd/dist/dist env -p

CLion调试cmd/dist

如果要用CLion直接打开cmd/dist文件夹，会提示创建cmake项目，但是我们想直接使用调试Makefile项目。那么我们在cmd/dist目录下创建一个Makefile文件，内容如下

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CFLAGS = -mmacosx-version-min=10.6 -g -Wall -Werror '-DGOROOT_FINAL="/Users/ym/work/go1.4"'
CC = gcc

SRC=arm.c buf.c build.c buildgc.c buildgo.c buildruntime.c main.c plan9.c unix.c windows.c
INCLUDE_DIR = ./


TARGET = dist

all: $(TARGET)

$(TARGET):
$(CC) $(CFLAGS) -I$(INCLUDE_DIR) $(SRC) -o $@


clean:
rm $(TARGET)

.PHONY: all clean

其实就是根据make.bash打印的gcc编译命令改写的。需要注意的是要增加-g选项，这样才能调试。

然后参考Run/Debug Configuration: Makefile Application

配置几个参数，核心要指定的就是Target和Executable文件 clion-debug-makefile-config

最后先clean，然后断点调试unix.c文件中的main入口函数。

clion-makefile-debug-show

成功了。

]]> + + + + + + debug + + clion + + makefile + + + + + + + + + ASN.1语言规范介绍 + + /zh-hans/2020/11/08/asn-1/ + + ASN.1介绍

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