42 学校速查手册 by agavrel

面向42 校友,学生和后备学员

真理只能在一个地方找到:那就是代码中---Robert C. Martin, Clean Code: A Handbook of Agile Software Craftsmanship

一个针对Dennis Ritchie发明的已经发展50的c语言的综合指导手册


特别注意: 用 CTRL + F或者 Command + F 快速查找关键字.

关于 42 学校

0x00 ~ 什么是 42 学校

42 不仅仅是一个创新的教育模式和编码学校。让我们独树一帜和成为科技界重要一员的是我们42文化的特色。42的每一个元素都体现了我们的文化,从学生到课程结构和内容,再到零教员和创新的招生过程。

是的,这个学校是免费的,初始的资金和基础设施都是由巴黎慷慨的philanthropist billionaire Xaviel Niel提供的。

I'm not unusual; it's the others who are strangeXavier Niel

学校的名字"42",是向Douglas Adams的戏剧科幻小说系列 The Hitchhiker's Guide to the Galaxy致敬。

42, or The Answer to the Ultimate Question of Life, The Universe, and Everything


#include <stdio.h>

#define true  1
#define false 0

int what_is_forty_two(void) {
    int n = true << 1 | false; // n = 0b10;
    while (__builtin_popcount(n) != 3) // stop when reaching 3 bits set
        n |= n << 2;  // n adds two empty bits with << 2 (x4) and add itself with |
    return (++n == '*') ? n : !!n * (n - 1); // you may simply return n;

int main(void) {
    char *question = "What is the answer to Life, the Universe and Everything?\n";
    printf("%sDeep Thought: %d\n", question, what_is_forty_two()); // %s print a string, and %d an integer
    return 0;

这里没有教师但是有一个教学团队保证学生不会对教材造成伤害。我们需要了解的是绝大部分进步是通过点对点的检视和 RTFM完成的。

RTFM meme

大多数的入门考试和早期课程都是通过 C language完成的。

Nevertheless, C retains the basic philosophy that programmers know what they are doing; it only requires that they state their intentions explicitly.Brian W. Kernighan, The C Programming Language

C is the most pedagogic programming language you can learn as it allows to understand the basis of programming from simple concepts like conditions {if, elseif, else}, loops {while, do while, for}, write system calls and pointers to more advanced one like function pointers and memory allocation.

Later on you can specialize in other languages: Python will fit data scientists and devops, javascript for frontend developers and C# for those looking for a career in finance.

When you say 'I wrote a program that crashed Windows,' people just stare at you blankly and say 'Hey, I got those with the system, for free.'Linus Torvalds

You will learn how to do what Muggles were only able to do accidentally.

0x01 ~ For Candidates: About the "Piscine"

If you're going through hell, keep going.Winston Churchill

The piscine is the entrance exam that consists of 4 weeks fully dedicated to coding, solving exercises and submitting solo and group projects to peer review.

It does not matter if you fail a project, an exam or a day as long as you keep striving. Someone who has never been interested before in Computer Science would never be able to complete everything in time, yet he will not prevent from being successful.

:coffee: My guess on the success criteria

  • 0x00 Come as you are ... or forget this bullshit and prepare a little bit with subjects on github, courtesy of my friend binary hacker.

  • 0x01 Prepare to nail the exams on the 4 exams session, knowing that the 3 firsts exams are limited in term of how far you can go and it is not a big deal to miss the first 3 exams as the most important is IMHO the maximum level you can reach. Succeeding the first 4 exercises (36 pts) should be enough to make sure you quality.

  • 0x02 Get an acceptable percentage of review from peers (probably 80% is enough, but you would get 90 to 97% if you are nice). Don't be too nice, but don't be a dick with vim .swp files and .DS_Store.

.DS_Store – The name of a file in the Apple OS X operating system for storing custom attributes of a folder such as the position of icons or the choice of a background image. These files are created when you manipulate your files with the Finder GUI.

  • 0x03 The logging time has no or very little influence, I know it as a fact for seeing people constantly logged in (but slacking) failing the piscine and students barely present being accepted. However the more time you spend in 42 school will certainly directly influence your skills and positively impact other related topics

  • 0x04 It is strongly recommended to succeed at least one group project, especially the first one that is really easy.

  • 0x05 There is a special and unique achievement awarded to the most helpful/smart student. This achievement does not show up on the student profile until he asks for it.

  • 0x06 Be aware of the different rules : Many things are forbidden like declaring and assigning a variable in the same line, using printf or using for loops. The daily assignment must be pushed on git before Day + 1 at 11pm42.

  • 0x07 [Boys Only] Don't waste time flirting : For some who have been living in the basement of their parents' house for years it is a good opportunity to see what a girl looks like in real life. Nevertheless, you have to under that 1/this is not the right time and place to do so.

  • 0x08 You can sleep in the school during the selection - I recommended you to not do it, you will have very poor sleep. - If you still go for it here is a list of essential items you should bring: a toothpaste, a toothbrush, a soap and a towel on top of your phone, charger and mattress. Oh and a credit card also, unless you prefer to bring 10kg of cookies

So whatever how dire the situation is looking (you failed all your days, exams etc), if you can keep your enthusiasm and your spirit up, you will eventually succeed !

“Success is stumbling from failure to failure with no loss of enthusiasm.Winston Churchill

I made a video on how to make sure that you succeed the entrance exam

:star: List of Essential Items

Towels are extremely useful for cleaning up messes and drying off your body. You can set it on fire as a weapon, chase off enemies, and use it as a distress signal. Life is messy and sometimes dangerous. Space is even messier and more dangerous. Be like Arthur Dent and keep up with your towel17 Life Lessons From HITCHHIKER’S GUIDE Hero Arthur Dent

:sleeping_bed: Mattress or equivalent and Pillow
:electric_plug: Phone charger
:iphone: Phone
:droplet: Toothpaste and Toothbrush
:bathtub: Soap and 2-4 Towels
:money_mouth_face: Credit Card
:heart: Kleenex

0x02 ~ Coding simple C programs

시작이 반이다The beginning is half of the way (Korean proverb)

First by installing a C compiler on your computer

  • On Windows it is a bit tricky, you will have to install Mingw
  • On Linux it is pretty straightforward since it is only installed and if not apt-get will make it easy.
  • On MAC it is not much more difficult, google how to do it.

C Data Types

I will only list the main ones

Data Type Bytes Description
char 1 Used for text
bool 1 Used to return true or false, you will need the header
short 2 Half the size of an integer, used to optimize memory
int 4 Loop Counter, operations on integers
long 8 Twice the size of an integer, used when overflow is a problem
float 4 Used for computer graphics
double 8 Used for computer graphics, more precised than float but takes more memory
unsigned . Apply to char, short, int and long, means than it cannot have negative values

You should then try to recode basic C functions


In computer science, a pointer is a programming language object that stores a memory address.

Pointer is a fundamental concept of C programming.

You can think of your computer's memory as a contiguous array of bytes. Each time that you make an innocent declaration and assignation such as int a = 5, this value is written into your computer's memory on 4 bytes (integer size).
This value will be written at a specific memory address, the stack (fast access to memory) if no memory allocation, else it will be stored deeper in the heap. This address also has a value!

Example illustrating the difference a pointer - a memory address pointing to value - and a value:

#include <stdio.h>

int main(void) {
    int a = 5;  // declaring an integer variable and assigning the value of 5
    int *ptr;   // declaring a pointer to integer
    int b;      // declaring an integer variable
    printf("ptr's value: %2d, ptr's address: %p\n\n", *ptr, ptr);

    ptr = &a;   // pointer ptr points to what is stored at the memory address of variable a
    b = a;      // b will take the value and not the address
    a = 42;     // b is still equal to 5, but ptr will return 42, which is the value now stored at a's location;
    printf("  a's value: %2d,   a's address: %p\n", a, &a);
    printf("ptr's value: %2d, ptr's address: %p\n", *ptr, ptr); // you will get the same as above, notice that you have to dereference the pointer with * to get the value, and using the pointer alone (ptr) will give you the memory address.
    printf("  b's value: %2d,   b's address: %p\n", b, &b);
    //printf("Size of ptr: %zu\n", sizeof(ptr)); // size of ptr in bytes, 8 on my system.
    return 0;

You will get this kind of output:

ptr's value:  1, ptr's address: 0x7ffd99493000

  a's value: 42,   a's address: 0x7ffd99492f08
ptr's value: 42, ptr's address: 0x7ffd99492f08  <-- they now match thanks to ptr = &a
  b's value:  5,   b's address: 0x7ffd99492f0c

*NB: On the second printf you will get the value that you got for a, notice that you have to dereference the pointer with to get the value, and using the pointer alone (ptr) will give you the memory address.**

About Endianness.

Values are stored differently depending on the kind of system you are using.

Little endian means that the value is stored in memory from left to right, big endian means it is stored from right to left.

See this example with int a = 9:

little endian: 

       higher memory
   &x = 0xff

big endian:

To find out if your system is big or little endian you can use the following function:

int x = 9;

if (*(char *)&x == 0x09) // we cast x as a byte to get its very first byte, it will return true (meaning little endian) if the first byte is equal to 9.


A minimalist c program that will puzzle beginners, write it in a file named a.c and create a.out with gcc a.c && ./a.out

The following program will print a char by making use of write

#include <unistd.h>

void    ft_putchar(char c) // void because the function does not return any value, it writes directly, char is the type of the variable c that is given as parameter to the function ft_putchar by the main function.
    write(1, &c, 1);            // ssize_t write(int fd, const void *buf, size_t count); or in human language: write count letters of buf (which is a pointer) to fd (if fd = 1 this is your terminal, stdout)

int main(void) {
    ft_putchar(42);             // will print a star
    // ft_putchar(42 + '0');  // will only print 4
    // ft_putchar("4");           // will not work, you are using " instead of ', so C language think it is a char array.
    return 0;

Once you understand well how to print a character, you should try to return the length of many together (it is called a string)


#include <unistd.h>

int     ft_strlen(char *str) {
    int i = 0;                  // set variable i to 0
    while (str[i] != '\0')        // while the char array does not reach a NULL character
        i++;                    // increment i, equivalent of i = i + 1;

    return i;                   // return i variable to the caller function

int main(void) {
    int i = ft_strlen("Duck Tales");  // declare i, call the function ft_strlen, and assign its output to i
    printf("%d", i); // remember that it is forbidden to submit a function with printf during the Piscine
    return 0;

NB: remember that it is forbidden to submit a function with printf during the Piscine


Then print a whole string by recoding the libc function 'puts':

#include <stdio.h> // header for puts

int main(void) {
    puts("Duck Tales");
    return 0;

This can be achieve by using and index that starts on the first character and is progressively incremented until NULL as string are NULL terminated:

#include <unistd.h>

void    ft_putstr(char *str) {
    int i = 0;

    while(str[i] != '\0')
        write(1, &str[i++], 1);

Along with the main function slightly modified to make use of your code:

int main(void) {
    ft_putstr("Duck Tales");
    return 0;

You can also use only the pointer since you do not care of the return value (the function type being void)

#include <unistd.h>

void    ft_putstr(char *str) {
        write(1, s++, 1);

Or even use the length of the string to print the whole string at once, hence avoiding many system calls (write) that are costly for the program execution:

void    ft_putstr(char *str) {
    write(1, str, ft_strlen(str));

NB: You have to include ft_strlen in the same file AND above the function to make it work.

Next you should study the different concepts in programming, especially spend time understanding the different C data types, the concept of pointers and arrays, because it is what you have been using up to now and it will only get more complicated.

0x03 ~ 42 Projects Guides

Do what you think is interesting, do something that you think is fun and worthwhile, because otherwise you won’t do it well anyway.Brian W. Kernighan

Name Track Hashtags What you will learn
Fillit General Architecture, Parsing, Algo Description from a student
Printf Algorithm Architecture, Parsing, utf-8 UTF-8 Conversion table
Variadic Function
Filler Algorithm Parsing, Algo, Bot 42 forums have good threads on this project
Lem-In Algorithm Parsing, Algo, Chained-Lists Dijkstra's algorithm
Corewar Algorithm Architecture, parsing, disassembler, virus, VM About the original Game
LS System Parsing, Recursion, Chained-Lists The Good Old Manual
Minishell System Environment Variables, Shell Bourne Shell
Malloc System Algo, Memory, HashCollision The Good Old Manual
FDF Computer Graphics Parsing, Creativity Bresenham's line algorithm, Use of Graphics Library, Trigonometry, Rotations, 3D Projection, ARGB Color Space
Fractol Computer Graphics Fractals, Mathematics, ARGB, HUV Mandelbrot Set
Cube3d - Wolf3d Computer Graphics Ray Casting, Rotation About the original Wolfenstein 3d
NmOtool System Symbol Table, .dll .so Implement List the symbols in a .so file
LibftAsm System x86 Assembly Instructions Refer to the Intel Bible
RT Computer Graphics Ray Tracing Create a Scene of enlightened polygons
Scop Computer Graphics Shading Create a Shader
Particles System Computer Graphics Graphics Effects simulate certain kinds of "fuzzy" phenomena

0x04 ~ Choosing your Path

Never give up on something that you can't go a day without thinking aboutWinston Churchill

How to choose your specialization

There are currently 4 main branches: Infographics, Algorithms, System and Web.
All branchs are interesting and you should try to explore each branch's initial project:

  • If you are aiming to work in the video game industry and like Mathematics then you should go for Infographics. Remember that this path is tough and not necessarily as rewarding as the other ones, but you will have the luxury to work in the video game industry.
  • Algorithm branch is/was mainly based on flawless parsing and not so much on algorithm quality. Fortunately with the nomination of Benny as the head of the Pedagogy there will be more efforts to reward smart algorithms. Algorithms is the best one if you want to join a prestigious company like Google
  • System is the best for those who like security, network and how computers truly work since you will have to ultimately recode your own operating system.
  • Web is good for those who like to build websites, perhaps mobile app as well (react native) and want to become a freelancer.

0x05 ~ Swindle the norminette - truander la norme

While loops

Only 25 lines ? No problem:

int draw_lines(int len) { // NB: len is positive or equal to 0
    int i;

    i = 0;
    while (i < len)
        puts("Looping"); // NB: you will have to use your own function, ft_putstr, of course

Originally 9 lines

int draw_lines(int len) {
    int i;

    i = -1;
    while (++i < len && puts("Looping"))

Now 5 lines

int draw_lines(int len) {
    while (--len >= 0 && puts("Looping")) // it works
        draw_line(len); // NB: make sure that drawing backward does not impact algo

2 lines

int draw_lines(int len, int i) { // If you really need to call from 0 to len then you can also have i passed as a parameter = -1
    while (++i < len && puts("Looping"))

2 lines, with prototype modification (ugly)

If brackets

if (true)

5 lines

if (true)
if (true)

4 lines

NB: Beware of these tricks, it could potentially make your program less efficient. In the above example you use two branching instructions - if - instead of one and in the while example the -1 initialization and puts inside the while hinder readability

Write colorful usage

int usage(void)
    static char usage_str[] =

    "Simulation of the philosopher.\n\n"
    GREEN"philo_one "RESET
    "number_of_philosopher time_to_die time_to_eat "
    "time_to_sleep [number_of_time_each_philosophers_must_eat]\n\n"
    "All args must be positive integer\n";
    ft_putstr_fd(usage_str, 1);
    return (1);

Function Pointers

void            listen_keystroke(t_dlist **lst)
    char        buffer[8];
    int         el;
    static void (*f[])(t_dlist **lst) = { lst_validate, lst_del_one,
        lst_del_one, lst_move_left, lst_move_right, lst_move_up,
        lst_move_down, lst_select, lst_esc, lst_void_ret};

    ft_memset(buffer, 0, 8);
    while (read(0, buffer, 8) != -1)
        el = ft_chrmatch(buffer);
        render(find_first(lst), 0);
        ft_memset(buffer, 0, 8);

0x06 ~ Impossible is not C

Negative index Array

#include <limits.h>   // INT_MAX
#include <stdio.h>    // printf

int main(void) {
    int x[2001];
    int *y = &x[1000];

    y[-10] = 5;
    printf("%d\n", y[-10]);

It's just a pointer game

Did you know ? Instead of writing array[index], you can write index[array]:

int ft_strlen(char *str) {
    int i = 0;
    while (i[str])

    return i;

Because this is understood by the compiler as pointer arithmetic:

int ft_strlen(char *str) {
    int i = 0;
    while (*(str+i))

    return i;

Get function name, filename or even line number

__FILE__`, `__FUNCTION__` and `__LINE__ macros can be very helpful to display meaningful error messages for both users and developers:

#include <stdbool.h>  // bool
#include <unistd.h>       // write
#include <stdlib.h>       // malloc
#include <string.h>       // strlen
#include <stdarg.h>       // va_list

bool    ft_error_va(char *errmsg, ...) {
    va_list     args;
    char        *arg = errmsg;

    write(2, errmsg, strlen(errmsg));
    va_start(args, errmsg);
    while (arg = va_arg(args, char*)) {
        write(2, arg, strlen(arg));
    write(2, "\n", 1);
    return false;

char    *ft_itoa(int n);

bool    ft_error(char *errmsg, char *file, const char *function, int line) {
     return ft_error_va(errmsg, "File: ", __FILE__,  ", in function ", \
     (char *)function, ", line ", ft_itoa(line), NULL);

bool    dummy_function(void) {
     if (3 != 2)
        return ft_error("Error with 3 != 2: ", __FILE__, __FUNCTION__, __LINE__);

int         main(void) {
    if (!dummy_function())
        return 1;
    return 0;

char    *ft_itoa(int n)
    char    *s;
    long    tmp;
    int     length;

    tmp = n;
    length = (n <= 0 ? 2 : 1);
    while (n && ++length)
        n /= 10;
    if (!(s = (char *)malloc(sizeof(char) * length)))
        return (NULL);
    s[--length] = '\0';
    if (tmp <= 0)
        s[0] = (tmp < 0 ? '-' : '0');
    while (tmp)
        s[--length] = (tmp < 0 ? -tmp : tmp) % 10 + '0';
        tmp /= 10;
    return (s);

If you don't know what variadic functions are, #include <stdarg.h>, you can check my implementation of printf

Setting values of a struct to 0 without using memset or bzero

You can use either:

t_mystruct mystruct = {};

or, to comply with 42 Norminette that forbid declaration and assignation on the same row:

t_mystruct mystruct;
mystruct = (t_mystruct){};

:fire: Common Beginner Mistakes

Experience is the name everyone gives to their mistakesOscar Wilde

0x00 ~ Array overflow

In C the index of an array starts at 0. Because C does not perform boundary checking when using arrays, if you access outside the bounds of a stack based array it will just access another part of already allocated stack space, like in this example:

#include <stdio.h>

void    somefunction3(void)
    int a[5] = {1,3,5,7,9};
    printf("%d\n", a[5]);

In this example, 5 is the size of the array and if you try to access it it will overflow. Remember that the maximum array index you can ever access is its size minus 1.

I would suggest to use as much as possible a const :

#include <stdio.h>

void    somefunction3(void)
    const int len = 5;
    int a[len] = {1,3,5,7,9};
    for (int i = 0; i < len; i++) // safe
        printf("%d\n", a[i]);

0x01 ~ Segmentation Fault

There are two ways to write error-free programs; only the third one worksAlan J. Perlis

Many potential reasons for this...

Loop segfault

One common mistake is that you had declared a loop and either:

Forgot to increment the counter

int i = 0;

while (i < 10)
    write(1, &i + '0', 1);
    // but where is i++ ?

Correct way

int i = 0;

while (i < 10)
    write(1, &i + '0', 1);

Forgot the exit condition:

int somevariable = 0;
while (42) // always True ! You will be 42 for life ;)
    // call to some stuff that never succeed to set someVariable to 1;
    if (somevariable == 1) // make sure that somevariable will equal 1 at some point.
        break ;

Used an assignation = instead of a boolean expression != == <= >=

#include <stdio.h>

int main(void) {
    unsigned int x = 10;

    while (--x != 0)
        printf("0 0 0 1 0 1 0 1 0 ");
        if (x = 1) {            // oopsie !!
            printf("* ");
    return 0;

PS: will you be able to fix this code ?

Also classic with lists: you have a loop and its crucial condition that allows the function to return, but used an assignation instead of comparison

int i = 0;

while (list)
    if (list = NULL) // You want to use if (list == NULL)
        return i;
return -1; // will always return -1

Quizz: What will print this loop ?

unsigned char c = 0;

while (c < 150)
    write(1, &c, 1);

Talk is cheap. Show me the codeLinus Torvalds

Accessing the next link in a chained-list without checking the current one

Another example with linked-lists

typedef struct  s_list {
      void      *data;
      t_list    *next;
 }              t_list;

** function to go 2 links further in a chained-list

void somefunction(t_list *list)
    if (list->next != NULL)
        list = list->next->next;

if the current link of list is null you will get a segfault. The correct way is to always check the current link before the next one:

void somefunction(t_list *list)
    if (list && list->next) // if both list and list->next exist
        list = list->next->next;

Accessing an index in a loop for program with either graphics or a board game

int somefunction(int y_max, int x_max, int array[y_max][x_max]);
    int y;
    int x;

    y  = 0;
    while (y < y_max)
        x = 0;
        while (x < x_max)
            if (array[y][x-1] > array[y][x]) // don't you see there is a problem ?
                array[y][x] = array[y][x-1];
            if (array[y+1][x] > array[y][x]) // don't you see there is another problem ?
                array[y][x] = array[y+1][x];


These lines should be corrected the following way:

if (x > 0 && array[y][x-1] > array[y][x])
if (y < y_max - 1 && array[y+1][x] > array[y][x]) // strictly inferior to last possible index which is y_max - 1,
// you may also write y <= y_max - 2

You may also notice that we can even do better by changing the starting value of x or the exit condition of the y loop in the case that we were to check only one of the two if conditions.

x = 1;
while (y < y_max - 1)

Another example

int main(void) {
    const int x_max = 3;
    const int y_max = 3;
    int a[y_max][x_max];

    for (int y = 0; y < y_max; y++)
        for (int x = 0; x < x_max; x++)
            a[y+6][x] = x + y;

0x02 ~ Bus error

Occur when your processor cannot even attempt the memory access requested, like trying to access an address that does not satisfy its alignment requirements.

int main(void) {
    const int x_max = 3;
    const int y_max = 3;
    int a[y_max][x_max];

    for (int y = 0; y < y_max; y++)
        for (int x = 0; x < x_max; x++)
            a[y][x] = a[x] + a[y];

0x03 ~ Stack smashing

See below in the recommended books the one by Aleph One, how you can make use of such "error"

int main(void) {
    const int x_max = 3;
    const int y_max = 3;
    int a[y_max][x_max];

    for (int y = 0; y < y_max; y++)
        for (int x = 0; x < x_max; x++)
            a[y][x] = x + y;

    for (int y = 0; y < y_max; y++) {
        for (int x = 0; x < x_max; x++) {
            a[y+6][x] += a[y][x];

0x04 ~ Modifying value of a local variable given as function parameter

Local variable value are allocated on the stack, which is cleaned once you exit the function.

Useless variable change

void increment_a(int a)
    a++; // it will have no effect

int solve(void)
    int a = 5;


Useful variable change

Hence if you want to modify a value you either have to use a pointer to the memory address:

void increment_a(int *a)

int solve(void)
    int a = 5;


or return the local value:

int increment_a(int a)
    return a + 1;

int solve(void)
    int a = 5;

    a = increment_a(a);

0x05 ~ Unprotected malloc

Do NOT leave a malloc unprotected:

int allocate_memory(void)
    int *matrix;

    matrix = malloc(sizeof(int) * 9))

    return matrix;

int somefunction(void)
    int *matrix;

    matrix = allocate_memory();

Protect both the malloc and its return value:
It is not good enough to protect the malloc in the callee function (the function called) if the returned value is not also protected in the caller function (the function 'above')

int allocate_memory(void)
    int *matrix;

    if (!(matrix = malloc(sizeof(int) * 9))) // this is short for matrix = malloc(sizeof(int) * 9; if (matrix == NULL)
        return NULL;   // the malloc is now protected,

    return matrix;

int somefunction(void)
    int *matrix;

    if ((matrix = allocate_memory()) == NULL) // the return value is also protected
            exit(); // note that often you can't or don't want to use exit() and will need to return 0 along all the functions up to the main function.

0x06 ~ Freeing memory that has already been fred

In the previous example, if you don't need the variable matrix anymore you can free it.

However do not attempt to free twice or to free a stack based variable:

int main(void) {
    int *matrix;

    if (!(matrix = malloc(sizeof(int) * 9)))
        return 1; // NB: exceptionnally return 1 in the main, it means that an error occured
    free(matrix); // OK
    free(matrix) // Not OK

    return 0; // return 0, the program run without error

0x07 ~ Do Not use global variables

"Theory and practice sometimes clash. And when that happens, theory loses.
Every single time." ― Linus Torvalds

Global variables are forbidden in 42 School except for a few exceptions, see this interesting article: Are Global Variables Bad
However many students, me including, found a way to circumvent this interdiction: you first declare a structure in the header that will contain all our variables:

"Don’t comment bad code—rewrite it." ― Brian W. Kernighan, The Elements of Programming Style

typedef struct s_env
    int a;
    int b;
    int c[4];
    // ... other variables you may need
}           t_env;

And then using it the following way in the program:

void somefunction2(t_env *env)
    env->b = 2;

void somefunction(t_env *env)
    env->a = 1;


int main(void)
    t_env env;


    printf("%d\n", env.a);
    printf("%d\n", env.b);

This is "legal" in 42 (it is not a global variable, it is a structure passed along functions), it "works", but it is a very poor architecture choice. It is okay for beginner to do this but as your skill grows you should find more clever ways to architecture your programs.

0x08 ~ Variable Length Arrays

Waiter! There's a VLA in my C!

The following example is a VLA and this is bad for many reasons, the most critical being that the memory is allocated on the stack which has a limited size.

int somefunction(int y, int x, int array[y][x]);

My peer reviewer: "wow your filler run so fast!"
Me: "really ?" (how to tell them that it was not compliant with the norm? :D)

0x09 ~ Using ft_ prefix for all functions

ft_ should only be added to functions you want to re-use through different projects (and add to your personal library, the libft project) not for specific program functions.

0x0A ~ Usage of Sequence Point

#include <unistd.h>

int main()
    int i = 0; 
    i = (i++);
    write(1, &i + '0', 1);

    return 0;

Guess what will be printed.

0x0B ~ Assignment of read-only location

int main()
    const char s[20] = "hello world";
    *s = 'a';
    s[0] = 'b';

    return 0;

You cannot change what you have declared as const.

OXOC ~ Carefully use define preprocessor macros

#include <stdio.h>

#define MAX(a,b)    a > b ? a : b

int main(void) {
    int a = 5;
    int b = 42;
    int c = 40 +  MAX(a,b);

    printf("%d\n", c);
    return 0;

This will return 5, becaure the compiler understand it as :

int main(void) {
    int a = 5;
    int b = 42;
    int c = 40 + 5 > 42 ? 5 : 42; // if 47 > 42 then c = a (5) , else c = b (42);

The correct usage is to always encapsulate your #define with brackets to make sure it works as intended:

#define MAX(a,b)    (a > b ? a : b)

That said you should avoid using macros who act like functions in the first place. Also note that you should always capitalize macro names and const variables, it is a convention.

0x0D ~ Comparing float and double

#include <stdio.h>

int main(void) {
    double d = 1.1;
    float f = 1.1;

    if (f != d)
        puts("float and double are different\n");
    if (f != 1.1)
        puts("Do not compare a float to an integer value\n");
    if (d == 1.1)
        puts("But that's okay for a double\n");
    if (f == 1.1f)  // note the extra 'f' at the end
        puts("This is how you compare a float to a float value\n");

    return 0;

They are represented differently. If you want to learn more about how they work take a look at wikipedia or wach below video.

<img src="http://img.youtube.com/vi/PZRI1IfStY0/0.jpg"
alt="Floating Point Numbers" width="240" height="180" border="10" />

0x0E ~ Wrong usage of pointers

Pointers are the memory location of the value of this variable

An example with ft_swap

The wrong way to use pointers

void ft_swap(int *a, int *b)
    int *tmp;

    *tmp = *a;
    *a = *b;
    *b = *tmp;

This will segfault, because you declared tmp as a pointer, but what you want is tmp to store the value of the memory address of a.

The correct way to use pointers

void ft_swap(int *a, int *b)
    int tmp;

    tmp = *a;
    *a = *b;
    *b = tmp;

Swapping without using another variable

=void ft_swap(int *a, int *b)
    *a ^= *b;       // (1) a = a ^ b
    *b ^= *a;       // (2) b = b ^ (a ^ b) = a
    *a ^= *b;       // (3) a = (a ^ b) ^ a  = b  // a was set to a^b (1) and b became a (2)


NB: if you xor a number by itself you set it to 0. a ^= a;` is equivalent to `a = 0;
If you like it you can learn more about bitwise operations here

Main to test above functions

#include <stdio.h>

int main(void)
    int a = 5;
    int b = 42;

    printf("a: %d \t b: %d\n", a, b);
    ft_swap(&a, &b);
    printf("a: %d \t b: %d\n", a, b);
    return 0;

0x0F ~ Undefined Behavior

Undefined behavior means that the result is as much unpredictable as a pangolin sneezing in some faraway country. You don't want to have your program depending on it.

#include <stdio.h>

char omg(char i) {
return ++i + ++i + ++i + ++i + ++i + ++i + ++i \
    + ++i + ++i + ++i + ++i + ++i + ++i + ++i \
    + ++i + ++i + ++i + ++i + ++i + ++i + ++i \
    + ++i + ++i + ++i + ++i + ++i + ++i + ++i \
    + ++i + ++i + ++i + ++i + ++i + ++i + ++i \
    + ++i + ++i + ++i + ++i + ++i + ++i + ++i \
    + ++i + ++i + ++i + ++i + ++i + ++i + ++i \
    + ++i + ++i + ++i + ++i + ++i + ++i -5;

int main(int argc, char **argv) {
    unsigned char i = omg(i);

    if (i++ > 254)
        printf("%d\n", ++i);

Try guessing the output

0x10 ~ Operator Precedence

Often you may write some code like:

return !(a & b << 8);

This is bad because you ignore the rule of operator precedences, and should have written the return as:

return !(a & (b << 8));

Another example with pointers:


Below you will find the full table of operator precedence:

Precedence Operator Description Associativity
1 ++ -- Suffix/postfix increment and decrement Left-to-right
1 () Function call Left-to-right
1 [] Array subscripting Left-to-right
1 . Structure and union member access Left-to-right
1 -> Structure and union member access through pointer Left-to-right
1 (type){list} Compound literal(C99) Left-to-right
2 ++ -- Prefix increment and decrement Right-to-left
2 + - Unary plus and minus Right-to-left
2 ! ~ Logical NOT and bitwise NOT Right-to-left
2 (type) Cast Right-to-left
2 * Indirection (dereference) Right-to-left
2 & Address-of Right-to-left
2 sizeof Size-of Right-to-left
2 _Alignof Alignment requirement(C11) Right-to-left
3 * / % Left-to-right
4 + - Left-to-right
5 << >> Left-to-right
6 < <= Left-to-right
7 > >= Left-to-right
8 == != Left-to-right
9 & Left-to-right
10 Bitwise OR Left-to-right
11 Logical AND Left-to-right
12 || logical OR Left-to-right
13 ?: Ternary conditional Right-to-left
14 = Assigment Right-to-left
14 += -= Assigment by sum and difference Right-to-left
14 *= /= %= Assigment by product, quotient and remainder Right-to-left
14 <<= >>= Assigment by bitwise left and right shift Right-to-left
14 &= ^= = Assigment by bitwise AND, XOR and OR
15 , Comma Left-to-right

Conclusion: Condensed version of mistakes that still compile

A full example of a program compiling but that will not work as intended:

#include <stdio.h> // notably for printf
#include <stdlib.h> // notably for malloc

void increment(int n);
int *create_and_print_int_array(int len);

int main(void) {

/* float and double are different */
    float f = 1.54321; // should be 1.54321f to assign a float value
    double d = 1.54321;
    if (f == d) // float and double are represented differently

/* always initialize your variables */
    int i;
    printf("%d\n", i); // by default C value are not initialized to 0;

/* changing a variable value */
    i = 2; // you can set a variable value with an assignation
    increment(i); // either give the variable's address by passing the pointer, or returning a new value from the function.
    printf("%f\n", i); // use printf with the correct format specifier, f is for double and float, while d is for integers.
    printf("%d\n", i); // that's much better

/* know the range of each type */
    char c = 'a';
    while (c < 150) // what is c type? what is c type's max value?

    int n = -2147483648; // INT_MIN value;
    n = -n; // should print 2147483648 right?
    printf("%d\n", n);

    unsigned int m = 0xffffffff; // unsigned int max value is easily represented with 8 'f' (2 'f' = 1 byte)
    unsigned int l = (1 << 32) - 1; // will overflow, you have to write (1UL << 32)
    printf("m: %u\nl: %u\n", m, l);

    n = 0;
    while (--n) // not as secured as writing while (--n >= 0)
        printf("%d\n", n);

    m = 5;
    while (m --> -1) // will always be true as unsigned are always equal to 0 or superior
        printf("%d\n", m); // should be %u for unsigned

/* about using malloc */
    int *arr;
    arr = create_and_print_int_array(5);

/* about using correctly scanf */
    int a;
    scanf("%d", a); // scanf takes a pointer, you have to add &

// wrong way to change a variable's value:
void increment(int n) {
    n += 1; // the local value of n is modified, also it can be written as ++n; or n++;

// correct ways to change a variable's value:
void increment_using_ptr(int *i) { // increment_using_ptr(&i);

int increment_using_return(int i) { // i = increment_using_return(i);
    return i + 1;

// malloc correctly and protect it
int *create_int_array(int len) {
    int *n;
    n = (int *)malloc(len); // there are three things wrong:
    // 1: there is no need to cast the result of malloc
    // 2: you should actually malloc sizeof(int) * len, as you give to malloc a number of bytes to malloc, but integer is stored on 4 bytes
    // 3: malloc can fail, so it should be protected:
    /*if (n == NULL)
        return NULL;*/
    return n;

int *create_and_print_int_array(int len) {
    int *n = create_int_array(len); // if the memory allocation from the subfunction fails, no protection, should add if (n == NULL) below
    /*if (n == NULL)
        return NULL;*/
    n[5] = 5; // n[5] is equivalent to *(n + 5), problem: we have only (intended to) malloc 5 items, not 6.
    for (int i = 0; i <= len; i++) // index rightfully starts at 0 but should end at len - 1. Also sizeof(n) is not equivalent to len.
        printf("%d ", n[i]); // it can still work but it is undefined behavior.
    return n;

:snowflake: Clean Code

"You are reading this book for two reasons. First, you are a programmer. Second, you want to be a better programmer. Good. We need better programmers." ― Robert C. Martin in Clean Code

Now some guidelines that should hopefully help your coding style

0x00 ~ Meaningful and Explicit Names

"The best programs are written so that computing machines can perform them quickly and so that human beings can understand them clearly." -
Donald Ervin Knuth

I once met a developer who was using hp and mp instead of x and y for coordinates.
While being a very good reference to [JRPG]()... it is totally out of question to code like this.
The function name should always be:

  • In English, forget about chauvinism!
  • At least 5 letters. It is okay to have shorter exceptionally for well-known variables like int index -> int i, temporary -> tmp and pointer -> ptr.
  • Self-explanatory: build_graph instead of graph or build_it
  • For long name use either camel case (saveClientConfig) or snake case (save_client_config) and stick to one style.

Writing a function check if a file exist

#include <sys/stat.h> // stat
#include <stdbool.h>  // bool type
#include <stdio.h>        // printf

bool    file_exist (char *filename) // Always use bool for Manichean functions
  struct stat   buffer;

  return !stat(filename, &buffer);

int     main(int ac, char **av) {
    if (ac != 2)
        return 1;

    if (file_exist("a.out"))
        printf("%s exists\n", av[1]);
        printf("%s does not exist\n", av[1]);

    return 0;

0x01 ~ Write short functions


42 has a rigid but fair rule: limits every functions to 25 lines.

Let's see a case study with a function to get lower case (from 'A' to 'a') for a given character

0b001 Function done by a 42 'Piscineux' (AKA it works):

char    to_lower_by_piscineux(char c) {
    if (c >= 'A' && c <= 'Z')
        return c - 'A' + 'a';
    else if (c >= 'a' && c <= 'a')    // useless else if, since both else if and else return the same value
        return c;
        return c;

0b010 Good 42 Student who read GNU C library's tolower's man and read int tolower(int c) (prototype):

int     to_lower_by_student(int c) {
    if (c >= 'A' && c <= 'Z')
        return c - 'A' + 'a';
    else            // NB: Don't keep this extra "else" as there is no code executed after the return statement
        return c;

0b011 However you could save memory by using only 1 byte (char) instead of 4 (int) since ASCII values range from 0 to 127 as demonstrated by Steve Maguire in "Writing Solid Code" (p101):

char    to_lower_by_smaguire(char c) {
    if (c >= 'A' && c <= 'Z')
        return (c + 'a' - 'A');
    return (c);

0b100 My own version: making use of the ASCII table and apply the Do Only One Thing principle:

#include <stdbool.h>    // bool type

bool    is_upper_case(int c) {
    return ((unsigned int)(c - 'A') <= ('Z' - 'A'));

int     to_lower_by_agavrel(int c) {        // Check ASCII table and you will notice a nice pattern
    return is_upper_case(c) ? c | 0b100000 : c;

0b101 You may try above functions with the following main program:

#include <unistd.h>       // write syscall

void    putchar_endl(char c) {  // NB: endl stands for endline, '\n'
    write(1, &c, 1);
    write(1, "\n", 1);

#include <ctype.h>        // GNU C Library tolower

int     main(int ac, char **av) {
    if (ac != 2)
        return 1;

    unsigned char c = *av[1];

    return 0;

0b110 Have you tried one step closer to the bytecode ?

int     to_lower_assembly(int c) {
    __asm__ __volatile__ (R"(
    .intel_syntax noprefix
        mov     eax, %0
        lea     edx, [eax - ('A')]
        or      %0, 0b100000
        cmp     edx, 'Z'-'A'
        cmovb   eax, %0     
    .att_syntax noprefix)"
    :[c]"=r" (c)
    :: "memory");

0x02 ~ Using structure for basic items

If you are using coordinates it might be interesting to create a structure 'point' or 'coord'

typedef struct s_point
    int y;
    int x;
}           t_point;

void somefunction(void){
    t_point p;

    p.x = 2;
    p.y = 5;

    //alternatively:  p = {5, 2};

0x03 ~ Using flags for projects' options

For each project you will often have to parse flag input. In Linux the flag usually come after a '-' and allow for extra functionalities.
It is quite useful know how to store such critical information into only 4 bytes which is sizeof(integer)

static int  ft_strchr_index(char *s, int c)
    int     i;

    i = 0;
    while (s[i])
        if (s[i] == c)
            return (i);
    return (-1);

int         get_flags(char *s, int *flags)
    int     n;

    while (*(++s))
        if ((n = ft_strchr_index("alRrtdG1Ss", *s)) == -1)
            return (0);
        *flags |= (1 << n);
    return (1);

int         main(int ac, char **av)
    int i;

    int flags = 0;
    i = 0;
    while (++i < ac && av[i][0] == '-' && av[i][1])
        if (av[i][1] == '-' && av[i][2])
            return (i + 1);
        if (!get_flags(av[i], &flags))
            return (-1);
    return (i);

The 'a' flag will be on bit 1, 'l' on bit 2, 'R' on bit 4, 'r' on bit 8 etc.
You can then test if the flag was on by using the following:

#define FLAG_A  0b001
#define FLAG_L  0b010
#define FLAG_RR 0b100

#include <stdio.h>

void    somefunction(int *flags)
    if (flags & FLAG_A)
        printf("Flag a is set!\n");    

NB: Be very cautious as & and | have lower precedence than relational operators:

if (flags & FLAG_L == MASK) // equivalent to (flags & (FLAG_L == MASK))

Correct example:

if ((flags & FLAG_L) == MASK)

You can unset a flag by clearing the corresponding bit the following way:

void    somefunction2(int *flags)
    flags &= ~FLAG_A;

Always code as if the guy who ends up maintaining your code will be a violent psychopath who knows where you liveJohn Woods

An even more readable and better approach is to declare a struct using bitfield:

struct  flags_t
    int a : 1;
    int b : 1;
    int c : 1;

#include <unistd.h>

int main(void) {
    struct flags_t flags = {0};
    t.a = 1;
    if (t.a)
        write(1, "flag a is set\n", 14);
    return 0;

PS: Of course rename flags' name with more meaningful ones.

0x04 ~ Using gcc flags for Makefile

It's funny how the smallest things I've done speak the loudest about me, but I like thatXavier Niel

gcc -Wall -Wextra -Werror -O2
  • O2 will improve performance ##Create a new repository on the command line
  • pedantic is not requested but is a good one to check ISO C compliance

Issue all the warnings demanded by strict ISO C and ISO C++; reject all programs that use forbidden extensions, and some other programs that do not follow ISO C and ISO C++. For ISO C, follows the version of the ISO C standard specified by any -std option used.

You can read the details about each flag on gccgnu website

0x05 ~ Using preprocessor DEBUG macros

Everyone knows that debugging is twice as hard as writing a program in the first place. So if you're as clever as you can be when you write it, how will you ever debug it?Brian W. Kernighan

You can improve the performance of your program by using what we call preprocessor macros

#include <unistd.h>

#define DEBUG true

int main(void) {
    if (DEBUG)
        write(1, 42, 1);
    return 0;

As a convention name should be capitalized with '_' to join words

0x06 ~ Branching Optimization

Often you will test that a specific value is reached or that a variable is set using if condition. But the order of the comparisons can improve efficiency of your program.

What would be wrong with the below function?

int counter_to_star(int a, int b) {
    while (42) {
        if (((a + b) & 1) && a == 42) {
        a |= 1;
        a *= b;
        a %= 60;

    return n;

What is wrong is that the most unlikely condition a == 42` is tested last, while it should be tested first. The most likely condition, that a + b is odd `(a + b) & 1 should be tested only if a == 42, and since 42 is even, you only need to test if b is odd:

if (a == 42 && (b & 1)) {
#include <unistd.h>

#define DEBUG true

int main(void) {
    int a = 42;
    if (a && a <)
    return 0;

0x07 ~ Reserved Keywords

"Don’t comment bad code, rewrite it." - Brian W. Kernighan, The Elements of Programming Style

Keyword Meaning
static the function or variable can only be used within its file, it is somewhat similar to the concept of private
inline compiler will attempt to embed the function into the calling code instead of executing an actual call.
const will make the variable immutable
break; continue; will respectively exit from the loop and go to the beginning of the loop

Programmer Tools

0x00 ~ Code Editors

Vim, Code Editor used in 42

VIM is the text editor used in 42. You access a file by using vim filename`. To exit VIM with elegance vim type `:q, if you fail to exit VIM you might consider becoming a freelance web developer.

To generate a truly random string, put a web developer in front of Vim and tell them to exit

You can access VIM configuration by typing

vim ~/.vimrc

Below is my configuration

set number                          " Show line number
syntax on                           " Highlight syntax
set mouse=r                         " Enable mouse click, + enable to copy paste without taking line number
set cursorline                      " Enables cursor line position tracking
hi Normal guibg=NONE ctermbg=NONE   " keep vim transparency
highlight CursorLine ctermfg=darkgreen ctermbg=darkgrey cterm=bold  " highlight row with foreground background and style as defined
"highlight CursorColumn ctermbg=darkgrey                               " hilight column
highlight CursorLineNR ctermfg=red ctermbg=darkblue cterm=bold  " Sets the line numbering to red background

set cursorcolumn                    " Highlight current column
set tabstop=4                       " set tab to 4 spaces
set autoindent                      " auto indent file on save

set modeline                " make vim change in a specific file
set modelines=5

Some shortcuts that are very handy:

CTRL+HOME   send you at the beginning of the file
CTRL+END    send you at the end of the file
YY          copy
PP          paste
DD          delete row
D5D         delete 5 rows
w           save file
q           quit file
:vs {file location}     open another file on the side
:ws         save and quit
ZZ          save and quit
:x          save and quit
:q!         quit without change
ZQ          quit without change

Visual Studio Code

I love VIM and it will always be useful to know how to use it, especially now with the "Cloud" being something you might have to access servers who lack code editors with real GUI.

That said If you want to give a try to another editor I would recommend Visual Studio Code.

My settings.json:

    "workbench.colorTheme": "Monokai",
    "glassit-linux.opacity": 93


Good editor also, quite hackable, I have been using it for years but recently switch to VIM & VS Code

0x01 ~ Terminal Bash

Bash is the terminal you will be using

You can create alias by accessing

vim ~/.bashrc
alias ls="ls -la"

PS: Don't create this alias on another's student computer, even thought you might think it is funny, it will wipe out everything:

alias ls="rm -rf ./~"

0x02 ~ Git

Setting up a new Git Repository using CLI

It can be done easily using the following command line:

mkdir $reponame
touch README.md
git init
git add README.md
git commit -m "[INIT] First commit"
git remote add origin git@github.com:agavrel/$reponame.git
git push -u origin master

Change last commit without changing commit message

I choose a lazy person to do a hard job. Because a lazy person will find an easy way to do itBill Gates

It can be done easily using the following command line

git add README.md \
&& git commit --amend --no-edit \
&& git push --force

NB: Beware because it will destroy the previous commit with all what it implies

Check file committed and unpushed yet

git diff --stat --cached origin/master

Undo git add

git reset <file>

0x03 ~ Productivity Gains

One of my most productive days was throwing away 1000 lines of codeKen Thompson

Compile and Execute file on changes

Create ou run the following script (necessite to download sudo apt-get install inotifywait)

while inotifywait -e close_write agavrel.s; do \
nasm -f elf64 agavrel.s \
&& gcc agavrel.c agavrel.o -o a.out \
&& ./a.out arg1 arg2 \
; done

Now each time you compile your file you will set the output, very efficient with a transparent editor.

Use the following script and give the .c file as argument:

while inotifywait -e close_write $1; do \
gcc $1 \
&& ./a.out \
; done

Run Commands in Background

You can have multiple processes running in the background at the same time with & after the command.
However the background process will continue to write messages to the terminal from which you invoked the command.

To suppress the stdout and stderr messages use the following syntax:

command > /dev/null 2>&1 &

>/dev/null 2>&1` means redirect `stdout` to `/dev/null` and `stderr` to `stdout

Use the jobs utility to display the status of all stopped and background jobs in the current shell session:

jobs -l

NB: a Job is the process running thanks to the command execution

To bring the job to the foreground use :

fg %ID

NB: you can use bg to do the reverse, from foreground to background.

To kill the process use:

kill -9 ID

Obviously replace ID` in the above examples with the job ID you got from `jobs -l.

Read first 8 bytes of a file

hexdump -C -n 8 filename

0x04 ~ Add a a new binary in the PATH environment variable

Example with terraform:

sudo mkdir /opt/terraform
unzip ~/Downloads/terraform_0.12.13_linux_amd64.zip /opt/terraform

add to PATH environment variable:

export PATH="$PATH:/opt/terraform"

then create simlink in /user/bin

cd /usr/bin
sudo ln -s /opt/terraform terraform

Update path for current session

source ~/.profile


source ~/.bashrc

0x05 ~ Computer Graphics Libraries (Ubuntu)

Minilibx Installation



SDL2 Installation




&& make
&& sudo make install
&& sudo apt-get install ibsdl2-dev libsdl2-ttf-dev
&& sudo apt-get libsdl2-image-2.0-0 libsdl2-image-dev

:gem: Curated list of Programming Learning Materials

Only petty thieves would google the following material, adding "torrent" or "pdf" keywords, real Gentlemen would purchase a digital copy

NB: If you want to complain about a copyright enfringment, kindly raise an issue or send me an email and I will remove the offending link

0x00 ~ C Knowledge

#include <stdio.h>

int f(int n) {*&n*=2;}

int main(void) {
    printf("%d\n", f(0b10101));

C is quirky, flawed, and an enormous successDennis Ritchie, Creator of the C language

Title How Interesting Author
The C Programming Language 2nd Ed Subsequent Edition :two_hearts: by Brian Kernighan and Dennis Ritchie
Obscure C Features :star::star::star::star::star: by Multun
Characters, Symbols and the UTF-8 Miracle - Computerphile :star::star::star::star: by Tom Scott
Automatic Vectorization :star::star::star::star: by Marchete
Writing Solid Code :star::star::star::star: by Steve Maguire
Fast wc Multithread SIMD :star::star::star::star: by expr-fi
OpenMP Multithreading Programming :star::star::star::star: by Joel Yliluoma
Understanding lvalues and rvalues :star::star::star::star: by Eli Bendersky
The Practice of Programing :star::star::star: by Brian W. Kernighan and Rob Pike
Modern C :star::star::star: by Jens Gustedt
Duff's Device :star::star::star: by Tom Duff
Structure Packing :star::star::star: by Eric S. Raymond
Cello, High Level Programming to C :star::star::star: by Daniel Holden
Asynchronous Routines for C :star::star::star by AI William
Are Global Variables Bad :star: StackOverFlow

0x01 ~ Algorithm

When you see a good move, look for a better oneEmanuel Lasker

Title How Interesting Author
Nailing the Coding Interview :kr: by Antonin Gavrel
A curated list of Awesome Competitive Programming :star::star::star::star: by Inishan (Jasmine Chen)
The Algorithm Design Manual :star::star::star::star: by Steven S. Skiena
Games of Magnus Carlsen and Tactics, 2013 :star::star::star::star: by GM Varuzhan Akobian
A tour of the top 5 sorting algorithms with Python code :star::star: by George Seif

Strategy requires thought, tactics require observationMax Euwe

0x02 ~ Bitwise Manipulations

The word bit is a contraction of binary digit that was coined by the statistician John Tukey in the mid 1940sBrian W. Kernighan, D Is for Digital

Title How Interesting Author
Hacker's Delight :two_hearts: by Henry S. Warren Jr.
Bit Twiddling Hacks :two_hearts: by Sean Eron Anderson
De Bruijn Sequence :star::star:

0x03 ~ Network

I would tell you a joke about UDP but I’m afraid you wouldn’t get it

Title How Interesting Author
Next Generation Kernel Network Tunnel - WireGuard :two_hearts: by JA Donenfeld
Onion Routing :star::star::star::star: by Computerphile
TCP Meltdown :star::star: by Computerphile

0x04 ~ Hacking & Security

Never underestimate the determination of a kid who is time-rich and cash-poorCory Doctorow, Little Brother

Title How Interesting Author
Smashing The Stack For Fun And Profit :two_hearts: by Aleph One
Violent Python - A Cookbook for Hackers, FA, PT and SE :two_heats: by TJ O'Connor
Breaking the x86 Instruction Set :star::star::star::star::star: by Domas
Buffer Overflow, Race Condition, Input Validation, Format String :star::star::star::star: by Wenliang (Kevin) Du
Meltdown :star::star::star::star: by Lipp, Schwarz, Gruss, Prescher, Haas, Mangard, Kocher, Genkin, Yarom, and Hamburg
Basic Linux Privilege Esclation :star::star::star: by g0tmi1k
**Network Protocol Fuzzing and Buffer Overflow :star::star::star::star: by Joey Lane
Secure Programming HOWTO :star::star::star: by David A. Wheeler
Padding the struct :star::star::star: by NCC Group
Efficiently Generating Python Hash Collisions :star::star:
Stochastic Process Wikipedia :star::star:
Gimli: a cross-platform permutation :star::star:
LiveOverflow :star::star:

**[Forum cracks the vintage passwords of Ken Thompson and other Unix pioneers](https://arstechnica.com/information-technology/2019/10/forum-cracks-the-vintage-passwords-of-ken-thompson-and-other-unix-pioneers/)**
**[Most Common Chess Openings](https://www.thesprucecrafts.com/most-common-chess-openings-611517)**
**[Kasparov Miniature and Tactics/Endgames | Kids' Class - GM Varuzhan Akobian](https://www.youtube.com/watch?v=_B39II74Pkc)**

When in doubt, use bruteforceKen Thompson

0x05 ~ Computer Graphics

Programming is not a zero-sum game. Teaching something to a fellow programmer doesn't take it away from you. I'm happy to share what I can, because I'm in it for the love of programmingJohn Carmack

Title How Interesting Author
SDL2 Tutorial :two_hearts: by mysterious Lazyfoo
The Book of Shaders :two_hearts: by Patricio Gonzalez Vivo & Jen Lowe
Fast Inverse Square Root :two_hearts: attributed to John Carmack (Quake III)
Game Engine Architecture :star::star::star::star::star: by Jason Gregory
Introduction to Computer Graphics :star::star::star::star::star: by Justin Solomon
RayCasting Tutorial + Source Code :star::star::star::star::star: by Lodev
Shaders Programming :star::star::star::star: by Hitesh Sahu
Coding Minecraft in two days (source code)[https://github.com/jdah/minecraft-weekend] :star::star::star::star::star: by Jdah
** Moving Frostbite to Physically Based Rendering 3.0** :star::star::star::star:
3d Fractal Flame Wisps :star::star::star: by Yujie Shu
Geometry Caching Optimizations in Halo 5 :star::star::star: by Zabir Hoque and Ben Laidlaw
Physically-Based Shading at Disney :star::star::star: by Brent Burley, Walt Disney Animation Studios
Light and Shadows in Graphics :star::star: by Tom Scott
Screen Space Ambient Occlusion Tutorial :star::star: by Tom Scott
Exponentiation by Squaring :star: Wikipedia

0x06 ~ Computer Vision & AI

It is through science that we prove, but through intuition that we discoverHenri Poincaré

Title How Interesting Author
OpenCV Tutorial :star::star::star:

0x07 ~ C++ Optimization

C++ is a horrible language. It's made more horrible by the fact that a lot of substandard programmers use it, to the point where it's much much easier to generate total and utter crap with itLinus Torvalds 2007

Title How Interesting Author
Optimizing software in C++ :two_hearts: by Agner Fog
Intel Intrinsics Guide What is it :two_hearts: Intel
Software Performance and Indexing :two_hearts: by Daniel Lemire
"Low Latency C++ for Fun and Profit" :star::star::star::star: by Carl Cook
Why I Created C++ :star::star::star: Bjarne Stroustrup
CppCon 2018 “High-Radix Concurrent C++” :star::star::star: Olivier Giroux
C++ Features :star::star::star: by Anthony Calandra

0x08 ~ Assembly Optimization

People say that you should not micro-optimize. But if what you love is micro-optimization... that's what you should doLinus Torvalds

Title How Interesting Author
Intel® 64 and IA-32 architectures software developer’s manual :two_hearts: Intel
Optimizing subroutines in assembly x86 language :two_hearts: by Agner Fog
Online Compiler Explorer :star::star::star::star::star: by Godbolt
Online Assembler and Disassembler :star::star::star::star: by Taylor Hornby
A Guide to inline assembly for C and C++ :star::star::star::star: by Salma Elshatanoufy and William O'Farrell
Tips for Golfing in x86/x64 Bytecode :star::star::star: by StackExchange
The Art of Assembly Language :star::star: by Randal Hyde
GDB Tutorial :star::star: by Andrew Gilpin
Examining Arm VS x86 Memory Models with Rust :two_hearts: by Nick Wilcox

0x09 ~ Functional Programing by Leonard Marquez

A monad is just a monoid in the category of endofunctors, what's the problem?James Iry

Title How Interesting Author
Learn You a Haskell for Great Good! :two_hearts: by Miran Lipovača
Functors, Applicatives, And Monads In Pictures :two_hearts: by Aditya Bhargava
Category Theory course by Bartosz Milewski :star::star::star::star::star: by Bartosz Milewski
Wise Man's Haskell :star::star::star::star: by Andre Popovitch
Real World Haskell :star::star::star: by Bryan O'Sullivan
Martin Odersky's Scala course :star::star: by Martin Odersky

0x0A ~ Computer Architecture

And luckily right at that moment my wife went on a 3 weeks vacation to take my one year old (roughly) to visit my in-laws who were in California, this period long, 1 week, 1 week, 1 week... and we had UnixKen Thompson, VCF East 2019

Title How Interesting Author
Digital Design and Computer Architecture :star::star::star::star: **
X86 vs ARM :star::star::star: Fossbytes
MIPS Processors :star::star: Stack Overflow

0x0B ~ Misc

...and Unix is an example of a proper name, and, is not likely to be in the dictionary everBrian W. Kernighan (1982)

Title How Interesting Author
AVIF for Next Generation Image Coding :star::star::star::star::star: By Aditya Mavlankar, Jan De Cock, Cyril Concolato, Kyle Swanson, Anush Moorthy and Anne Aaron
UNIX AT&T Archives film from 1982 :two_hearts: by Bell Laboratories
A Super Mario 64 decompilation :star::star::star::star::star: by a bunch of clever folks
The Go Programming Language :star::star::star::star::star: by Alan A. A. Donovan and Brian W. Kernighan
Vim 101 Quick Movement :star::star::star::star: Alex R. Young
Software Version Control Visualization : :star::star::star::star: by Andrew Caudwell
Math for Game Programmers: Dark Secrets of the RNG :star::star::star: by Shay Pierce
Clean Code :star::star::star: by Robert C. Martin
Why Java Suck :star: by Jonathan Gardner
XOR Linked List – A Memory Efficient Doubly Linked List :star: Wikipedia
XOR Linked List – C Implementation :star: StackOverFlow

0x0C ~ Mobile App Development

Title How Interesting Author
Framework: Flutter Hello World :two_hearts: by Flutter Team (Google)
Images: About Webp :star::star: Suzanne Scacca

0x0D ~ Science-Fiction Masterpieces

To succeed, planning alone is insufficient. One must improvise as wellIsaac Asimov, Foundation

Format Title How Interesting Author
Book The Foundation :two_hearts: by Isaac Asimov
Book The Hitchhiker's Guide to the Galaxy :two_hearts: by Douglas Adams
AudioBook The Hitchhiker's Guide to the Galaxy :two_hearts: by Douglas Adams and read by Stephen Moore
Movie Ready Player One :two_hearts: by Steven Spielberg
Movie Matrix :two_hearts: by the Wachowskis
Book Hyperion :star::star::star::star: by Dan Simmons
Movie War Games :star::star::star: directed by John Badham
Book Elon Musk Biography :star::star::star::star::star: by Ashlee Vance


<img src="http://img.youtube.com/vi/Jen46qkZVNI/0.jpg"
alt="Boxer's Perfect Rush SCV" width="240" height="180" border="10" />

0x00 ~ Optimization - Aiming for the lowest latency

When you want to aim for lowest latency - i.e maximum speed - there are many things that will improve your program to create a better binary: Optimization flag, parallelization, vectorization and carefully crafting your algorithm.

Optimization flags

Especially for Computer Graphics projects, you will want to turn on these optimization flags, listed on gcc website.

Without any optimization option, the compiler’s goal is to reduce the cost of compilation and to make debugging produce the expected results. Statements are independent: if you stop the program with a breakpoint between statements, you can then assign a new value to any variable or change the program counter to any other statement in the function and get exactly the results you expect from the source code.
Turning on optimization flags makes the compiler attempt to improve the performance and/or code size at the expense of compilation time and possibly the ability to debug the program.

To use it simply compile the program with:

gcc -O2 a.c

NB: It is the letter 'o' and not a zero. You may also use O3.

Multithreading and Parallelization

The historical (and current) approach is to add more power via multithreading, multiprocessing, Grid Computing or even Cloud Computing. Two libraries exist for this use: OpenMP and pthread, you will have to compile respectively with:

gcc -fopenmp -O3 a.c


gcc -pthread -O3 a.c


Modern graphics processing units (GPUs) are often wide SIMD implementations, capable of branches, loads, and stores on 128 or 256 bits at a time.
Intel's latest AVX-512 SIMD instructions now process 512 bits of data at once.

As a double is 64 bits - i.e 8 bytes or octets - instead of iterating overs value 1 by 1, you will be able to compute up to 8 double at the time - i.e 512 / 64 - if your computer support it (but most likely, as of 2020, your computer will only handle 256 bits register).

Vectorization the most efficient way to quickly gain performance gains without the overhead of threads' initialization.

Demonstration: Getting Min and Max value from a float array

/* Vectorization example by agavrel */
#include <stdio.h>  // printf
#include <stdlib.h> // rand()
#include <time.h>   // time
#include <xmmintrin.h>  // 128 bits register _m128

float m128_max_float(__m128 src) {
    __m128 n[4];

    // a) n[0] = src >> 64                                  So lets say src is composed of floats a b c d, it becomes 0 0 a b
    n[0] = _mm_shuffle_ps(src, src, _MM_SHUFFLE(0,0,3,2));
    // b) n[1] = {max(a,0), max(b,0) max(a,c) max(b,d)}     NB: actually we don't care about the two highest float at this point, I will call them 'x': {x, x max(a,c) max(b,d)}
    n[1] = _mm_max_ps(src, n[0]);                             
    // c) n[2] = n[1] >> 32                                 So n2 become {0 x x max(a,c)}
    n[2] = _mm_shuffle_ps(n[1], n[1], _MM_SHUFFLE(0,0,0,1));
    // d) n[3] = {x x x max(max(a,c), max(b,d))}
    n[3] = _mm_max_ps(n[1], n[2]);                            

    return _mm_cvtss_f32(n[3]);   // d) Hence max(a,b,c,d), stored in the lowest 32 bits of n[3], is loaded into a float that we return. We don't care about the other bits

float m128_min_float(__m128 src) {
    __m128 n[4];

    n[0] = _mm_shuffle_ps(src, src, _MM_SHUFFLE(0,0,3,2));
    n[1] = _mm_min_ps(src, n[0]);
    n[2] = _mm_shuffle_ps(n[1], n[1], _MM_SHUFFLE(0,0,0,1));
    n[3] = _mm_min_ps(n[1], n[2]);

    return _mm_cvtss_f32(n[3]);

#define SIZE  1000000000L // 1 billion. Yes.

void  get_min_max(long i, float array[i]) {
  __m128 max;
  __m128 min;

  max = _mm_loadu_ps(array); // will load first 4 float into max
  min = _mm_loadu_ps(array); // will load first 4 float into min
  while ((i -= 4L))
    __m128 tmp = _mm_loadu_ps(array + i);
    max = _mm_max_ps(max, tmp);
    min = _mm_min_ps(min, tmp);

  printf("Max value: %f\t Min value: %f\n", m128_max_float(max), m128_min_float(min));

void  get_min_max_like_bocalian(long size, float array[size]) {
  float max;
  float min;
  int i;

  max = array[0];
  min = array[0];
  i = 1L;
  while (i < size)
    float tmp = array[i++];
    max = tmp < max ? max : tmp;
    min = tmp > min ? min : tmp;

  printf("Max value: %f\t Min value: %f\n", max, min);

int main()
  long i;
  float *data;
  clock_t time;

  srand(time(NULL));  // seed
  data = (float *)malloc(SIZE * sizeof(float));
  i = -1L;
  while (++i < SIZE) {
    data[i] = (float)rand() / (float)(RAND_MAX) * 1000.0f;
   /* printf("%.02f\t\t", data[i]);     // I commented these lines because it slows considerably the program.
    if (!(i & 15))

  time = clock();
  get_min_max(SIZE, data);
  time = clock() - time;
  double elapsed_time = ((double)time) / CLOCKS_PER_SEC;
  printf("Executed in %f seconds\n", elapsed_time);

  time = clock();
  get_min_max_like_bocalian(SIZE, data);
  time = clock() - time;
  elapsed_time = ((double)time) / CLOCKS_PER_SEC;
  printf("Executed in %f seconds\n", elapsed_time); 

  return 0;

And compile with:

gcc vectorization.c -O3  && ./a.out 

You will notice that the vectorized approach will be about 3 times faster (NB: For this specific example). If I was using mm256 or mm512 registers, the vectorized program would be even faster by a factor of 2 and 4 respectively.

Now that you realize the performance boost, how about using what you just learn for your RayTracing project?

Combining Optimization Flags, Parallelization and Vectorization

a) You can take a look at this very interesting project which aim to show how fast wc can get using the various tools C has to offer to optimize speed. After downloading the file, you will also need to download the header: simd.h, which make use of Intel intrinsic.

b) Compile it with the flags:

gcc fastlwc-mt.c -fopenmp -O3

c) Create a random file:

dd if=/dev/urandom of=sample.txt bs=64M count=16 iflag=fullblock

d) Compare wc with the new binary with:

time ./a.out sample.txt \
&& time wc sample.txt

The Right Algorithm

The right algorithm is usually the corner stone of an efficient program.

How about solving this algorithm problem:

int32_t dancer_position(uint32_t time_elapsed) { ;}

Exploring Compiler's Assembly Output

Let's take and example with the brilliant UTF-8 implementation, especially at how continuation bytes are designed:

continuation bytes start with 10 while single bytes start with 0 and longer lead bytes start with 11

Let's say that you have to write a function that determines if the byte is a continuation one, you can think of many ways that would end with the same result. But they will have a different output in their assembly.

You can retain the two first bits wwith & 0b11000000` and then make sure that the first one is set and the second one is not with `== 0b10000000 :

#include <stdbool.h>

bool is_utf8_continuation_byte(char c) {
    return ((c & 0b11000000) == 0b10000000);  

Which corresponds to the following compiler output with gcc x86-64 9.3 with -O3 optimization flag :

and     edi, 192
cmp     edi, 128
sete    al

Another way would be to shift the bits to the right:

bool is_utf8_continuation_byte(char c) {
    return (!((((unsigned char)c >> 6) ^ 0b10)));

Here I cast c into unsigned in order to be able to shift the MSB to the right with (unsigned char)c
Then I shift it 6 times to the right with >> 6 because we do not care about the content of the 6 lowest bits.
Finally I xor the result by 0b10 with ^ 0b10, which corresponds to specification of a continuation byte as quoted before.
As a number xored by itself gives 0, I use the exclamation mark ! to reverse the result from 0 to 1. (Else we would have to rename the function is_not_utf8_continuation_byte)

It is not producing the following output that you could imagine:

sar     edi, 6
xor     edi, 2
not     edi,

But the optimized version:

movzx   edi, dil
sar     edi, 6
cmp     edi, 2
sete    al

It's even less efficient.

Finally since the valid range 0b10111111 to 0b10000000 (corresponding to -128 to -65, both included), you can add 0b01000000 and check if the byte is negative:

bool is_utf8_continuation_byte(char c) {
    return (c + 0b01000000 < 0);

In other word you compare to -64 and check if it is lower:

cmp     dil, -64
setl    al

To see the assembly output you can use the following command which will generate an assembly file with intel syntax (more readable than AT&T):

gcc -O3 -S -masm=intel a.c && cat a.s

or use the excellent compiler explorer from godbolt

I hope that you liked this demonstration that shows that functions with same behaviors can produce different assembly output, hence being more or less efficient. If you want to build your program to be the most efficient you should explore the assembly code of functions in critical loops

0x01 ~ Computer Graphics - Using SDL2 to create Fractal

Using SDL2 to create Computer Graphics

You can follow tutorials to create a simple program with SDL on Lazyfoo's website or on SDL2 official website.

You will also have to install SDL2:

brew install sdl2

With SDL2 you have to first init_sdl` - *see function below*. Then you will keep the user entertained with a loop `while (42)` that can only be escaped by clicking on the the close button or pressing escape. While the loop is active, user's actions will be recorded thanks to `SDL_PollEvent`. You then draw pixel by using `SDL_RenderDrawPoint` and you refresh image with `SDL_RenderPresent.

Example with a Barnsley Fern Fractal

Michael Barnsley was a British mathematician who coined a fractal algorithm to represent a fern.

Barnsley Fern

The algorithm is explained in detail on wikipedia

Find below the code for the whole program, compile it with :

gcc barnsley.c -lSDL2 -O3

You will need about 10 000 iterations of n to draw the shape. On each keypress you will increase the number of iterations by 400.

#pragma message "\033[1;31mRequire SDL2\033[0m, \033[1;92mbrew install sdl2\033[0m and compile with \033[1;5;36mgcc barnsley.c -lSDL2\033[0m  && ./a.out  " __FILE__ "..."
// gcc main.c -lSDL2 -O3 -Wall -Werror -Wextra --pedantic&& ./a.out
#include <stdio.h>
#include <SDL2/SDL.h>
#include <stdbool.h>

#define WINDOW_WIDTH    600
#define WINDOW_HEIGHT   800

typedef struct      s_cnb
    double          real;
    double          imag;
}                   t_cnb;

typedef struct      s_pixel
    int             x;
    int             y;
}                   t_pixel;

void    barnsley(SDL_Renderer *renderer, t_cnb *c) {
    float   rng;
    t_pixel i;
    static const float probability[3] = {0.01f, 0.08f, 0.15f};
    long n = 400;

    while (n--) {
        rng = ((float)rand() / (float)RAND_MAX);
        if (rng <= probability[0]) {
            c->real = 0;
            c->imag *= 0.16f;
        else if (rng <= probability[1]){
            c->real = -0.15f * c->real + 0.28f * c->imag;
            c->imag = 0.26f * c->real + 0.24f * c->imag + 0.44f;
        else if (rng <= probability[2]) {
            c->real = 0.2f * c->real + -0.26f * c->imag;
            c->imag = 0.23f * c->real + 0.22f * c->imag + 1.6f;
        else {
            c->real = 0.85f * c->real + 0.04f * c->imag;
            c->imag = -0.04f * c->real + 0.85f * c->imag + 1.6f;
        i.x = (c->real + 3) * 70;
        i.y = WINDOW_HEIGHT - c->imag * 70;
        SDL_RenderDrawPoint(renderer, i.x, i.y);

bool    error_sdl(char *error_msg) {
    printf( "%s! SDL_Error: %s\n", error_msg, SDL_GetError() );
    return false;

bool    init_sdl(SDL_Window **window, SDL_Renderer **renderer) {
    if (SDL_Init(SDL_INIT_VIDEO) < 0)
        return (error_sdl("SDL could not initialize!"));
    SDL_CreateWindowAndRenderer(WINDOW_WIDTH, WINDOW_HEIGHT, 0, window, renderer);
    if (*window == NULL)
        return (error_sdl("Window could not be created!"));
    SDL_SetRenderDrawColor(*renderer, 0, 0, 0, 0);
    SDL_SetRenderDrawColor(*renderer, 0xbf, 0xff, 0, 0);

    return true;

int     main(void) {
    SDL_Event event;
    SDL_Window *window;
    SDL_Renderer *renderer;
    t_cnb c;

    if (!(init_sdl(&window, &renderer)))
        return 1;

    c = (t_cnb) {.real = 0, .imag = 0}; // PS: legal for Norminette
    while (42) {
        if (SDL_PollEvent(&event)) {
            if (event.type == SDL_QUIT)
                break ;
            else if (event.type == SDL_KEYDOWN) {
                if (event.key.keysym.sym == SDLK_ESCAPE)
                    break ;
                barnsley(renderer, &c);
    return EXIT_SUCCESS;

0x02 ~ Hacking - Buffer Overflow


Let's take a look at the function strcpy, shall we? Type man strcpy in your terminal:

The strcpy() function copies the string pointed to by src, including the terminating null byte ('\0'), to the buffer pointed to by dest. The strings may not overlap, and the destination string dest must be large enough to receive the copy. Beware of buffer overruns! (See BUGS.)

NB: Usage of brackets for what is considered as one of the most critical security flaw in the world

If the destination string of a strcpy() is not large enough, then anything might happen ― NB: Undefined Behavior. Overflowing fixed-length string buffers is a favorite cracker technique for taking complete control of the machine. Any time a program reads or copies data into a buffer, the program first needs to check that there's enough space. This may be unnecessary if you can show that overflow is impossible, but be careful: programs can get changed over time, in ways that may make the impossible possible.

#include <string.h>
#include <stdio.h>

int main(void) {
    char s[11];

    strcpy(s, "hello world");

    return 0;

While this look okay if you count each letter, if you happen to read again the definition of strcpy (just above) you will notice:

including the terminating null byte ('\0')

So you are trying to copy 12 characters in fact, into a 11 characters buffer. You will get the nice message:

In function ‘main’:
warning: ‘__builtin_memcpy’ writing 12 bytes into a region of size 11 overflows the destination [-Wstringop-overflow=]
strcpy(s, "hello world");

In fact all functions that you will find in #include <banned.h> represent potential security risks and should be avoided as much as possible.

Buffer overflow to hijack a password

#include <stdio.h>
#include <string.h> // for strcmp, compare two strings and return 0 if they are equal

char    *strcpy_until(char *dst, char *src, char until)
    int i = -1;

    while (src[++i] != until)
        dst[i] = src[i];

    return (dst);

int     main(int ac, char **av) {
    int n = 5;
    char password[] = "sarang hae"; // we don't know
    char buffer[4] = "kkk";

    if (ac != 2)
        return 1;
    printf("n equals %d\n", n);
    printf("you would have never guessed, password was '%s'\n\n", password);
    char *s = &buffer[3];
    char shellcode[] = "\x42\x61\x67\x61\x76\x72\x65\x6c\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x2a\x00\x00\x01";
    strcpy_until(s, shellcode, '\x01');
    printf("n equals '%d'\n", n);
    printf("password now equals: '%s'\n", password);

    if (!strcmp(password, av[1])) {
        printf("\nSuccessfully hacked user with password \e[1;5;92m%s\e[0m\n", password);        
    return 0;

Would you have guessed the password?

Some explanations:

  • strcpy_until will copy until a specific character, hence allowing to bypass the NULL that terminates the string
  • char shellcode[] can be used to, instead of just replacing value at memory addresses, execute the value that have been replaced. See next below...

Shellcode Execution to get root access

When something is important enough, you do it even if the odds are not in your favorElon Musk

You will now have to compile with:

gcc -fno-stack-protector -z execstack a.c
  • -fno-stack-protector a.c is to disable the Stack-Guard mechanism
  • Compiler make prevent stack from being executable and -z execstack reverse that protection.

Last you will also temporarily disable randomize va space with:

sudo sysctl -w kernel.randomize_va_space=0

NB: You can use safer method setarch uname -m -R /bin/bash which is more safe

Once done with experiments do not forget to set back randomize back to normal:

sysctl -a --pattern "randomize" && \
sudo sysctl -w kernel.randomize_va_space=2


0x03 ~ Chess Bitboard

Often you will have programs where you want to represent data the following way:

int map[8][8];

While it looks like it is convenient, you can make it convenient using the right functions. But if you are using an integer to tell if the board is filled with pieces, you are wasting a lot of memory.

#include <iostream>
#include <map>

using namespace std;

void    print_binary(uint64_t n)
    uint64_t mask = 0;
    for (mask = ~mask ^ (~mask >> 1); mask != 0; mask >>= 1)
        putchar('0' + !!(n & mask));

void    fill_board(uint64_t board[12], uint64_t *used_cells)
    const uint64_t initial_pos[6] = {   0b0000000011111111000000000000000000000000000000001111111100000000, // most right is a1, most left is h8
    const uint64_t  color_mask[2] = {   0b0000000000000000000000000000000011111111111111111111111111111111,

    *used_cells = 0;
    for (int i = 0; i < 12; i++) {
        board[i] = (initial_pos[i >> 1]) & (color_mask[i & 1]);
        *used_cells |= board[i];

void    display_board(uint64_t board[12])
    for (int i = 0; i < 12; i++)

std::map<string, uint64_t>  fill_move() {
    std::map<string, uint64_t>  move;

    for (char r = '1'; r <= '8'; r++) {
        for (char c = 'a'; c <= 'h'; c++) {
            char cell[3] = {c, r, '\0'};
            move[cell] = (1UL << (8 * (c - 'a'))) << (r - '1');
    return move;

enum PIECE {
    __PAWN_W = 0,
    __KING_B = 11

int main()
    uint64_t    board[12];
    uint64_t    used_cells;
    std::map<string, uint64_t> move = fill_move();

    fill_board(board, &used_cells);


    if (board[__PAWN_W] & move["b4"]) // check if exist
        board[__PAWN_W] ^=  ((move["b4"] | move["e4"]));


    return 0;


0x00 ~ Wanted Pull Requests

If you know how to make software, then you can create big thingsXavier Niel

One function related to each 42 project to help students get started
In-depth examples with pointers
Books on system design
Exemple of a Makefile "qui fait le cafe"

0x01 ~ Question ? Broken Link ? Wanna contribute ?

I think it's very important to have a feedback loop, where you're constantly thinking about what you've done and how you could be doing it betterElon Musk

Raise an issue or even better: submit a pull request

First fork the repository and clone it locally (you will be forgiven for this kind of git clone)

Make the desired changed to the README.md file

Then open the terminal containing your fork and enter:

git checkout -b agavrel
git commit -am "[ADD] Interesting link about C Hash"
git push --set-upstream origin agavrel

Go back to internet and you will see that you can submit a pull request.

I will personally review contributions

0x02 ~ Liked it ?

Show your appreciation by starring the repo, sharing on slack, RT and 'lache un com magueule' skyblog™

Kimg Jeong Un applauding

잘했어 동무 계속 배우자Good Job Comrade, let's keep studying

:musical_score: 0x2A ~ About the Author

Antonin GAVREL

Feel free to reach me on LinkedIn


    // Doxygen documentation generator set
    // 文件注释:版权信息模板
    "doxdocgen.file.copyrightTag": [
        "@copyright Copyright 2009 - 2021, xxx Technology Ltd.",
    "doxdocgen.file.customTag": [
        "//Head Block of The File",
        "#ifndef _XXX_H_",
        "#define _XXX_H_\n\n",
        "#ifdef __cplusplus",
        "extern \"C\" {",
        "//Sec 0: Comment block of the file\n\n",
        "//Sec 1: Include File\n\n",
        "//Sec 2: Constant Definitions, Imported Symbols, miscellaneous\n\n",
        "//Declaration of data structure",
        "//Sec 3: structure, uniou, enum, linked list\n\n",
        "//Declaration of Global Variables & Functions",
        "//Sec 4: declaration of global variable\n\n",
        "//Sec 5: declaration of global function prototype\n\n",
        "//Declaration of static Global Variables & Functions",
        "//Sec 6: declaration of static global variable\n\n",
        "//Sec 7: declaration of static function prototype\n\n",
        "//C Functions",
        "//Sec 8: C Functions\n\n\n\n",
        "#ifdef __cplusplus",
    // 文件注释的组成及其排序
    "doxdocgen.file.fileOrder": [
        "copyright", // 版权
        "file", // @file
        "brief", // @brief 简介
        "author", // 作者
        //"version", // 版本
        "date", // 日期
        //"empty", // 空行
        "custom", // 自定义
    // 下面时设置上面标签tag的具体信息
    "doxdocgen.file.fileTemplate": "Filename:\n-------------\n@file {name}\n",
    "doxdocgen.generic.briefTemplate": "@brief xxx这里描述文件或者函数的功能\n",
    "doxdocgen.file.versionTag": "@version 1.0",
    "doxdocgen.generic.authorEmail": "xxx@xxx.com",
    "doxdocgen.generic.authorName": "xxx",
    "doxdocgen.generic.authorTag": "Author:\n---------\n@author {author}({email})\n",
    // 日期格式与模板
    "doxdocgen.generic.dateFormat": "YYYY-MM-DD",
    "doxdocgen.generic.dateTemplate": "Create time:\n---------\n@date {date}",
    // 根据自动生成的注释模板(目前主要体现在函数注释上)
    "doxdocgen.generic.order": [
    "doxdocgen.generic.paramTemplate": "@param{indent:8}{param}{indent:2} ",
    "doxdocgen.generic.returnTemplate": "@return {type} ",
    "doxdocgen.generic.splitCasingSmartText": true,
    "doxdocgen.c.commentPrefix": "",
    "[cpp]": {
        "editor.defaultFormatter": "xaver.clang-format"

vsc:无法使用 xxx解析配置

无法使用 xxx解析配置




git reset --soft HEAD^



HEAD^ 表示上一个版本,即上一次的commit,也可以写成HEAD~1

不删除工作空间的改动代码 ,撤销commit,不撤销git add file



git commit --amend













  • Master (or "central") devices scan for other devices, and initiate connection. Usually, the master is the smartphone/tablet/PC.
  • Slave (or "peripheral") devices advertise and wait for connections. Usually, the slave is the BGMxxx module of EFR32 device.
  • Client devices access remote resources over a BLE link using the GATT protocol. Usually, the master is the client.
  • Server devices have a local database and access control methods, and provide resources to the remote client. Usually, the slave is the server.




  • 大数据的特点:3V。大量vast,及时性velocity,多样性variety
  • 自动问答领域7WH问题:what,when,where,which,who,why,how
  • 计算机产生智能的三个要素是数据、数学模型和硬件基础
  • 世界上很多看似人工智能的问题都可以变为分类问题
  • 摩尔定律:戈登摩尔-集成电路的能力每18个月翻一番
  • 计算机获得智能的方式,它并非模仿人的思维方式产生,而是建立在大数据、摩尔定律和数学模型基础之上,通过将问题转化成计算问题,效果上达到人的水平。
  • 经典方法论的核心是:大胆假设,小心求证
  • 经典机械思维的核心:确定性和因果关系
  • 当一个系统完全达到恒温时,就无法做功了,这时熵最大。
  • 熵:在一个封闭的系统中,熵永远是朝着不断增加的方向发展的。也就是说,从微观上将,这个系统越来越无序;从宏观上看,他趋于恒温。
  • 用不确定性的眼光看世界,再用信息消除不确定性
  • 互信息:信息相关性的度量
  • 香农第一定律:任何信息都存在一种编码方法,使得平均编码长度可以非常接近它的信息熵,但是你不能找到一个编码方法,让平均编码的长度小于信息熵
  • 将最好的资源用在出现频率最高的地方,同时兼顾一定的资源防止黑天鹅。
  • 香农第二定律:信息的传播速率不可能超过信道的容量
  • 人脉就是人与人交往的带宽
  • 很多智能问题从根本上来讲就是消除不确定性的问题
  • 搜索质量的竞争其实是浏览器或者其他客户端软件市场占有量的竞争
  • 当一项技术普及之后,人类很难回到没有它的状态
  • 原有产业+新技术=新产业
  • What Andy gives,Bill takes away
  • 技术革命导致商业模式变化
  • 生产会越来越过剩,人们对服务的需求会越来越强烈
  • 提供服务虽然不像销售产品一次能挣很多的钱,但是细水长流的技术服务最终会给这些服务的提供者带来更长久的生意,更多的利润
  • 新技术不断出现,这些具体的技术知识术的进步,只是“术”的进步,而思维方式和做事方式才是“道”的提升
  • 专利数量和创造力、竞争力并没有强关联性
  • 当一家企业能够有机会为每一个家庭提供服务时,他的生意就不会中断
  • 今天,厂商之间的核心竞争力不再是商品本身,而是看谁能整体把握住这个机会。
  • 思维方式的好与坏、先进与落后,决定了一个人能否利用得好技术革命的成就,使自己成为时代的主人
  • 并行计算中,使用的处理器越多,并行计算的效率越低
  • 只有权力才能制约权力
  • 任何能够采集数据的设备都是传感器
  • 人工智能是大脑,iot是神经系统。iot中数量巨大的传感器和设备扮演着众多感官细胞的角色,而5G相当于周围神经。区块链承载着生物信号
  • IOT的两大方向:操作系统,通信标准
  • 企业的基因决定论:老的公司必须由新的公司完成更新换代的革命,这是由企业的基因决定的
  • 物联网市场巨大,远比今天的互联网市场大的多
  • 数据资产的两个问题:所有权问题,容易被复制的问题
  • 未来,由政府主导的区块链大数据平台是方向
  • 智能社会愿景:人类能够更好地了解自己;解决商业纠纷;提高社会运行效率;能够把人从重复性的工作解放出来
  • 未来热点领域:人工智能,iot,5g,区块链
  • 守规矩并非人生来具有的本性,甚至有点违背人性
  • 期权制度最大的威力在于将过去企业在利益分配上的零和游戏,变成了一种非零和游戏。期权制度最大的好处在于它不是零和游戏,如果企业办得好,大家是从资本市场上获利,都有利可图;如果办得不好,大家只能团结起来扭亏为盈,重新得到市场的认可。
  • 大数据隐私问题:1984-big brother
  • 智能时代,产能过剩将是全球所有工业化国家都要面临的一个问题
  • 社会公平只能反映在机会的平等上,而不是结果的公平
  • 挣当2%的人,与时俱进










新拿到的pixel3原系统,发现wifi连接后受限,4g lte也无法打开网页,提示SSl相关的问题。


  1. 将手机开启到开发者模式
  2. 开启USB调试
  3. 启用adb来进行设置:
    没有ROOT情况 (adb命令要自行安装与配置)
    没有 ROOT 的安卓机可以借助 ADB 命令来修改,首先下载ADB工具包,然后手机开启USB调试模式,接着运行 CMD 输入下面的命令就可以了。
    # 删除默认的地址
    adb shell settings delete global captive_portal_https_url
    adb shell settings delete global captive_portal_http_url
    # 修改新的地址
    adb shell settings put global captive_portal_http_url http://captive.v2ex.co/generate_204
    adb shell settings put global captive_portal_https_url https://captive.v2ex.co/generate_204
    改完同样把手机切换飞行模式,再切换回来就可以了。如果需要其它服务器地址,自行修改,如 MIUI 的是 http://connect.rom.miui.com/generate_204 地址


最近对ThreadX很感兴趣,TreadX官方文档中有Silicon Labs EFR32MG12的代码支持,我手头没有这块板子,但我之前有幸拿到了朋友送的配置可谓极致的silicon labs BG22开发板,所以想尝试下这个板子是否也可以用。


万事开头难,我们要怎么快速入门silicon labs的系列产品呢?对于c类型项目来说,最难的入门门槛就是开发环境和开发流程,搞定这些,到了纯编码部分就是很快的事情了。


  • EFR32BG22开发板硬件配置介绍
  • EFR32BG22 windows开发环境搭建
  • 出厂例程的配套APP功能介绍





小封装 Thunderboard

  • 兼容 EXP 的外接头
  • EFR32BG22
    • 适用于大容量产品的安全蓝牙 5.2 SoC
    • 76.8 MHz、具有 512 kB 闪存和 32 kB RAM 的 ARM Cortex-M33 内核
    • 蓝牙 5.2 无线电,支持测向和 LE 编码 PHY
  • 38.4 MHz HFXO 晶体
  • 32.768 kHz LFXO 晶体
  • 2.4 GHz 匹配网络和贴片天线
  • J-Link 调试器
    • SWD 物理层
  • UART 数据包追踪/异步协议
  • 带硬件流控制功能的虚拟 COM
    用于调试连接的 USB Micro-B 连接器
  • 1x 按钮(带 EM2 唤醒功能)
  • 1x LED
    数据存储 / OTA 支持
  • 8 Mbit SPI 闪存
  • 适用于传感器的可控独立电源域
    Android 和 iOS 移动应用程序
  • 查看传感器数据、控制 LED 灯和检测按钮操作
  • iOS 应用程序得到快速实施
  • 以原代码形式实现的 Android 应用程序
  • GitHub 上可用的源代码
  • 相对湿度和温度传感器:Si7021
  • UV 和环境光传感器:Si1133
  • 霍尔效应传感器:Si7210
  • 6 轴 IMU:Invensense ICM-20648
    Mini Simplicity 调试连接器(兼容 SLSDA001A),可接入:
  • AEM
  • PTI
  • VCOM
  • SWD


EFR32BG22 windows开发环境搭建

  1. 确保你的系统是win10,因为最新的simplicity5主要是针对win10兼容的。我自己得老爷本是win7,特此升级到了win10,废了不少时间。
  2. 从官网下载Simplicity Studio并运行安装程序,一切按照指导操作就可以。
  3. 环境变量的配置,主要是silicon相关工具的path配置,这个可以放到后面实际使用时再针对性的来配置。
  4. 在simplicity中根据开发板类型下载正确的SDK。这一步需要连接开发板,要确认正确的usb线,开发板链接电脑后,在设备管理器里面应该出现正确的j-link和com端口。Tools->Simplicity Commander,然后选择正确的开发板。
  5. 克隆出厂例程,出厂例程有完整的测试app和驱动,方便我们后继开发使用。

  6. 编译:project->build project。
  7. 编译成功。
  8. 烧录下载:操作flash programmer按钮。因为boot的原因,默认我们的例程是不包含bootloader的,所以下载时要注意首地址,系统默认boot中应用的首地址是0x6000。如果不小心boot被擦除了,就要重新下载bootloader。如果直接不小心下载到0地址,boot会被覆盖,而且程序也不会正常运行。
  9. 下载成成功。
  10. 复位运行,正确下载后,开机后VCOM会有log输出,同时黄色LED会闪烁。
    [I] Thuderboard demo initialised
    [I]  sv = 3.031  svl = 3.031   i = 0.003   r = 0.072
    [I] Bluetooth stack booted: v3.2.3-b273
    [I] Bluetooth public device address: 84:2E:14:31:CA:5D


通过simplicity 的下载按钮下载的只是应用,是不包含bootloader的,如果之前全片erase过,下载后是无法正常运行的。更新boot的方法就是重新下载一个带boot的,然后再重新更新应用,或者独立下载系统内置的默认bootloader。


在我们尝试 erase时,出现下面的问题:

DP write failed
Could not access Debug challenge interface

参考官方论坛的解答,断开重连问题得以解决: https://silabs-prod.adobecqms.net/community/software/simplicity-studio/forum.topic.html/can_t_program_bgm220pc22hnamoduledpwritefaile-j6BP


Error: DP Write Failed - Press the Reset button on Thunderboard or unplug/replug then Flash again within 30 seconds.
The Thunderboard demo app which ships on the boards goes into a low energy mode (EM2) after 30 seconds. When the device is in EM2,
the debug interface is unavailable, and DP write fails. We can wake the device by resetting Thunderboard



  1. 下载app。可以从github直接下载 https://github.com/SiliconLabs/thunderboard-ios https://github.com/SiliconLabs/thunderboard-android ,也可以从各手机商店下载。iphone 可以直接在商店搜索“Thunderboard”。
  2. 点开APP,复位开发板,因为板子可能进入睡眠模式,无法连接。复位开机的30s内是可以正常连接的(经测试,出厂的原装版本会蓝牙休眠,我们新的编译的版本不会,可以随时连接)。正常的情况下,app下方会显示开发板蓝牙的名称。
  3. APP功能主界面
  4. Motion功能,主要是测试的6轴IMU,当我们旋转开发板时,APP的仿真目标会根据三轴的角度,同步变化。
  5. 环境传感器数据,会显示实际的温湿度,环境光,UV,霍尔开关状态,地磁参数。其中霍尔开关和地磁是同一个芯片Si7210出来的数据。
  6. IO控制,这个主要演示的是通过app控制载LED,以及板载按键开关的反向状态同步到APP。



不论是从芯片支持的外围传感器的驱动丰富性,还是从开发IDE Simplicity和配套APP的易用和完备角度来看,EFR32BG22芯片及其开发SDK套件都是低功耗蓝牙物联网解决方案的极具竞争力选择,其芯片价格在一线品牌中也很有竞争力,具有极高性价比,值得我们深入挖掘和研究。




  • 烧录已经自带boot的目标文件,比如出厂默认的例子:Bluetooth - SoC Thunderboard EFR32BG22 (BRD4184A)。然后再单独更新应用部分,注意确认好起始地址,不要搞错了。目前内置默认的boot的应用首地址是0x6000。
  • 烧录独立的bootloader,可以是自己编译的,也可以是内置的。



  1. 在当前工程的生成目录下打开命令行
  2. 执行命令行:
    commander flash D:\SiliconLabs\SimplicityStudio\v5\developer\sdks\gecko_sdk_suite\v3.2\platform\bootloader\sample-apps\bootloader-storage-internal-single-512k\efr32mg22c224f512im40-brd4182a\bootloader-storage-internal-single-512k.s37


Thunderboard EFR32BG22 summary


The serial format is 115200 bps, 8 bits, no parity, and 1 stop bit by default.

Recover bricked Device



commander convert bootloader-uart-bgapi_BG21_test.s37 your_application.s37 -o app+bootloader.s37


5.5.1 Combine Two Files
Converts two files with different file formats into one specified output file. Command Line Syntax:
$ commander convert <filename> <filename> [--address <address>] --outfile <filename>


php readfile无法访问七牛图片的问题


经过服务器业务日志分析,是php 的readfile函数失效。

在出问题的服务器用wget 和curl测试都无法很快下载,需要等非常长时间,但是我本地的浏览器正常,能很快访问。所以接口失败就应该是超时导致的。刚开始没有头绪,以为是七牛的安全相关的问题,后面根据wget的日志,发现每次都优先解析的是ipv6地址,于是怀疑可能是ipv6的问题。


vi /etc/sysctl.conf

net.ipv6.conf.all.disable_ipv6 =1
net.ipv6.conf.default.disable_ipv6 =1

net.ipv6.conf.enp0s3.disable_ipv6 =1


sysctl -p


ios map:zero map Length edge on polygon boundary



[VKDefault] Zero Length edge on polygon boundary

然后多次反复缩放,一直触发这个日志,然后系统就会提示内存泄露 memory leak,然后崩溃。

==14901==ERROR: AddressSanitizer: allocator is out of memory trying to allocate 0x110 bytes
==14901==FATAL: AddressSanitizer: internal allocator is out of memory trying to allocate 0x50 bytes
warning: could not execute support code to read Objective-C class data in the process. This may reduce the quality of type information available.
AddressSanitizer report breakpoint hit. Use 'thread info -s' to get extended information about the report.