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Dynesshely
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推荐一个算法示踪库

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  •   Dynesshely · 88 天前 · 906 次点击
    这是一个创建于 88 天前的主题,其中的信息可能已经有所发展或是发生改变。

    事情的开始是我在调试一段算法题的代码, 这段代码的算法比较复杂, debug 非常不便, 我便萌生出跟踪算法每一步的执行的想法, 尽管 IDE 提供了断点的功能, 但实在也不是特别方便, 于是我开发了 Prouter 算法示踪库

    GitHub: https://github.com/Dynesshely/Prouter

    下面是从仓库复制过来的 README:

    About

    Prouter is a library that allows you to trace your code and visualize your algorithm.

    Usages

    Includes

    #include <prouter/includes.h>
    

    and you'd better include predefine.h after main function like this:

    #include <prouter/includes.h>
    
    int main() {
    
    #include <prouter/predefine.h>
    ......
    

    Trace a var

    double a = 3.0;
    a = 4.0, a *= 2.0;
    
    std::cout << a.history() << std::endl << std::endl;
    

    Output:

    3.000000 -> 4.000000 -> 8.000000
    

    Trace an array

    auto int_arrTracer = prouter::traceArray().named("int arr tracer");
    
    int intarr[10] = {0};
    
    int_arrTracer.trace(intarr, 10);
    
    for (int i = 0; i < 10; ++i) intarr[i] = i;
    
    int_arrTracer.printTo(std::cout, true).dispose();
    
    
    auto num_arrTracer = prouter::traceArray().named("num arr tracer");
    
    double numarr[10] = {0};
    
    num_arrTracer.trace(numarr, 10);
    
    for (int i = 0; i < 10; ++i) numarr[i] = i;
    
    std::cout << num_arrTracer.history() << std::endl;
    
    num_arrTracer.dispose(numarr);
    

    Output:

    ╔════════════════════════════════╗
    ║         int arr tracer         ║
    ╠════════════════════════════════╣
    ║ [0, 0, 0, 0, 0, 0, 0, 0, 0, 0] ║
    ╠════════════════════════════════╣
    ║ [0, 1, 0, 0, 0, 0, 0, 0, 0, 0] ║
    ╠════════════════════════════════╣
    ║ [0, 1, 2, 0, 0, 0, 0, 0, 0, 0] ║
    ╠════════════════════════════════╣
    ║ [0, 1, 2, 3, 0, 0, 0, 0, 0, 0] ║
    ╠════════════════════════════════╣
    ║ [0, 1, 2, 3, 4, 0, 0, 0, 0, 0] ║
    ╠════════════════════════════════╣
    ║ [0, 1, 2, 3, 4, 5, 0, 0, 0, 0] ║
    ╠════════════════════════════════╣
    ║ [0, 1, 2, 3, 4, 5, 6, 0, 0, 0] ║
    ╠════════════════════════════════╣
    ║ [0, 1, 2, 3, 4, 5, 6, 7, 0, 0] ║
    ╠════════════════════════════════╣
    ║ [0, 1, 2, 3, 4, 5, 6, 7, 8, 0] ║
    ╠════════════════════════════════╣
    ║ [0, 1, 2, 3, 4, 5, 6, 7, 8, 9] ║
    ╚════════════════════════════════╝
    
    [0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000]
    [0.000000, 1.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000]
    [0.000000, 1.000000, 2.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000]
    [0.000000, 1.000000, 2.000000, 3.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000]
    [0.000000, 1.000000, 2.000000, 3.000000, 4.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000]
    [0.000000, 1.000000, 2.000000, 3.000000, 4.000000, 5.000000, 0.000000, 0.000000, 0.000000, 0.000000]
    [0.000000, 1.000000, 2.000000, 3.000000, 4.000000, 5.000000, 6.000000, 0.000000, 0.000000, 0.000000]
    [0.000000, 1.000000, 2.000000, 3.000000, 4.000000, 5.000000, 6.000000, 7.000000, 0.000000, 0.000000]
    [0.000000, 1.000000, 2.000000, 3.000000, 4.000000, 5.000000, 6.000000, 7.000000, 8.000000, 0.000000]
    [0.000000, 1.000000, 2.000000, 3.000000, 4.000000, 5.000000, 6.000000, 7.000000, 8.000000, 9.000000]
    

    Trace a loop

    auto loopTracer = prouter::traceLoop().named("loop 1");
    
    int f[13], i = 1, fc;
    f[1] = 1, f[2] = 1;
    
    loopTracer.trace(&i.named("i"))
              .trace(&fc.named("fc"))
              .trace(f, 13, 2);
    
    for (; i <= 10; ++i, loopTracer.loop()) {
        if (i >= 3)
            f[i] = f[i - 1] + f[i - 2];
        fc.setValue(f[i]);
    }
    
    loopTracer.end().printTo(std::cout);
    

    Output:

    ╔═══╦══════════╦══════════╦═════════════════════════════════════════════╗
    ║   ║ i        ║ fc       ║ default array tracer                        ║
    ╠═══╬══════════╬══════════╬═════════════════════════════════════════════╣
    ║ 0 ║ 1 -> 2   ║ 0 -> 1   ║ [0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]     ║
    ╠═══╬══════════╬══════════╬═════════════════════════════════════════════╣
    ║ 1 ║ 2 -> 3   ║ 1 -> 1   ║ [0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]     ║
    ╠═══╬══════════╬══════════╬═════════════════════════════════════════════╣
    ║ 2 ║ 3 -> 4   ║ 1 -> 2   ║ [0, 1, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0]     ║
    ╠═══╬══════════╬══════════╬═════════════════════════════════════════════╣
    ║ 3 ║ 4 -> 5   ║ 2 -> 3   ║ [0, 1, 1, 2, 3, 0, 0, 0, 0, 0, 0, 0, 0]     ║
    ╠═══╬══════════╬══════════╬═════════════════════════════════════════════╣
    ║ 4 ║ 5 -> 6   ║ 3 -> 5   ║ [0, 1, 1, 2, 3, 5, 0, 0, 0, 0, 0, 0, 0]     ║
    ╠═══╬══════════╬══════════╬═════════════════════════════════════════════╣
    ║ 5 ║ 6 -> 7   ║ 5 -> 8   ║ [0, 1, 1, 2, 3, 5, 8, 0, 0, 0, 0, 0, 0]     ║
    ╠═══╬══════════╬══════════╬═════════════════════════════════════════════╣
    ║ 6 ║ 7 -> 8   ║ 8 -> 13  ║ [0, 1, 1, 2, 3, 5, 8, 13, 0, 0, 0, 0, 0]    ║
    ╠═══╬══════════╬══════════╬═════════════════════════════════════════════╣
    ║ 7 ║ 8 -> 9   ║ 13 -> 21 ║ [0, 1, 1, 2, 3, 5, 8, 13, 21, 0, 0, 0, 0]   ║
    ╠═══╬══════════╬══════════╬═════════════════════════════════════════════╣
    ║ 8 ║ 9 -> 10  ║ 21 -> 34 ║ [0, 1, 1, 2, 3, 5, 8, 13, 21, 34, 0, 0, 0]  ║
    ╠═══╬══════════╬══════════╬═════════════════════════════════════════════╣
    ║ 9 ║ 10 -> 11 ║ 34 -> 55 ║ [0, 1, 1, 2, 3, 5, 8, 13, 21, 34, 55, 0, 0] ║
    ╚═══╩══════════╩══════════╩═════════════════════════════════════════════╝
    

    Trace a stack

    auto pstackTest = (new stack<s_int>())->push(4)
                                          .push(8)
                                          .push(2)
                                          .pop()
                                          .push(9)
                                          .pop()
                                          .push(3)
                                          .pop()
                                          .push(1)
                                          .pop()
                                          .clear()
                                          .printHistoryTo(std::cout);
    

    Here use s_int to avoid using pint

    Output:

                                                                                                                                                                         
                                                                                                                                                                         
                                    +---+                           +---+                           +---+                           +---+                                
                                    |   |                           |   |                           |   |                           |   |                                
                    +---+           +---+           +---+           +---+           +---+           +---+           +---+           +---+           +---+                
             -->    |   |    -->    | 2 |    -->    |   |    -->    | 9 |    -->    |   |    -->    | 3 |    -->    |   |    -->    | 1 |    -->    |   |    -->         
    +---+           +---+           +---+           +---+           +---+           +---+           +---+           +---+           +---+           +---+                
    |   |           | 8 |           | 8 |           | 8 |           | 8 |           | 8 |           | 8 |           | 8 |           | 8 |           | 8 |                
    +---+           +---+           +---+           +---+           +---+           +---+           +---+           +---+           +---+           +---+           +---+
    | 4 |           | 4 |           | 4 |           | 4 |           | 4 |           | 4 |           | 4 |           | 4 |           | 4 |           | 4 |           |   |
    +---+           +---+           +---+           +---+           +---+           +---+           +---+           +---+           +---+           +---+           +---+
    

    Trace a queue

    auto pqueueTest = (new queue<int>())->push(3)
                                        .push(7)
                                        .pop()
                                        .push(16)
                                        .pop()
                                        .push(12)
                                        .push(244)
                                        .push(9)
                                        .pop()
                                        .pop()
                                        .clear()
                                        .printHistoryTo(std::cout);
    

    Output:

                   +----+---+----+         
       0           | <- | 3 | <- |         
                   +----+---+----+         
                 +----+---+---+----+       
       1         | <- | 3 | 7 | <- |       
                 +----+---+---+----+       
                   +----+---+----+         
       2           | <- | 7 | <- |         
                   +----+---+----+         
                 +----+---+----+----+      
       3         | <- | 7 | 16 | <- |      
                 +----+---+----+----+      
                   +----+----+----+        
       4           | <- | 16 | <- |        
                   +----+----+----+        
                +----+----+----+----+      
       5        | <- | 16 | 12 | <- |      
                +----+----+----+----+      
             +----+----+----+-----+----+   
       6     | <- | 16 | 12 | 244 | <- |   
             +----+----+----+-----+----+   
           +----+----+----+-----+---+----+ 
       7   | <- | 16 | 12 | 244 | 9 | <- | 
           +----+----+----+-----+---+----+ 
              +----+----+-----+---+----+   
       8      | <- | 12 | 244 | 9 | <- |   
              +----+----+-----+---+----+   
                +----+-----+---+----+      
       9        | <- | 244 | 9 | <- |      
                +----+-----+---+----+      
             +----+---------------+----+   
      10     | <- | <empty queue> | <- |   
             +----+---------------+----+
    

    Trace Algorithms

    LCS (Longest Common Sequence)

    auto lcs = (new alg_lcs())->setValue(
        "ABCBDAB",
        "BDCABA"
    ).run().printLcsTo(std::cout);
    

    Output:

    +-----------------------------+
    |   Longest Common Sequence   |
    +-----------------------------+
    |  -  -  A  B  C  B  D  A  B  |
    |  -  0  0  0  0  0  0  0  0  |
    |  B  0  0  1  1  1  1  1  1  |
    |  D  0  0  1  1  1  2  2  2  |
    |  C  0  0  1  2  2  2  2  2  |
    |  A  0  1  1  2  2  2  3  3  |
    |  B  0  1  2  2  3  3  3  4  |
    |  A  0  1  2  2  3  3  4  4  |
    +-----------------------------+
    | len: 4                      |
    +-----------------------------+
    | lcs: BCBA                   |
    +-----------------------------+
    | lcs: BDAB                   |
    +-----------------------------+
    
    2 条回复    2024-02-09 20:05:34 +08:00
    hanssx
        1
    hanssx  
       87 天前
    可以,那个栈的感觉用 ASCII 表示,看上去不自然。
    Dynesshely
        2
    Dynesshely  
    OP
       83 天前
    @hanssx 栈的那个炸掉了, GitHub 网页版渲染的是正常的
    总之, 只要是等宽字体就没问题
    后续我应该会琢磨琢磨加上自定义输出样式的功能
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