linux内核分析第二四学习报告

时间:2021-12-03 09:16:45
  • 学生  黎静
  1. 课程内容

计算机三大法宝

• 存储程序计算机工作模型,计算机系统最最基础性的逻辑结构;

• 函数调用堆栈,高级语言得以运行的基础,只有机器语言和汇编语言的时候堆栈机制对于计算机来说并不那么重要,但有了高级语言及函数,堆栈成为了计算机的基础功能;

• 中断,多道程序操作系统的基点,没有中断机制程序只能从头一直运行结束才有可能开始运行其他程序。

一、函数调用堆栈

1.堆栈

堆栈式C语言程序运行时必须的一个记录调用路径和参数的空间。包括:

 函数调用框架
传递参数
保存返回地址(如eax)
提供局部变量空间

2.堆栈寄存器

(1)esp 堆栈指针

(2)ebp 基址指针(在C语言中表示当前函数调用基址)

3.堆栈操作

(1)push栈顶指针减少4个字节(32位)

(2)pop 栈顶指针增加4个字节

4.其他关键寄存器:

cs:eipcall

ret

5.参数传递与局部变量

(1)建立框架(相当于 call 指令)

push %ebp
movl %esp,%ebp

(2)拆除框架(相当于 ret 指令)

movl %ebp,%esp
pop %ebp

函数返回时一定会拆除框架,建立和拆除是一一对应的。

(3)传递参数

在建立子函数的框架之前,局部变量的值保存在调用者堆栈框架中,所以在子函数框架建立之前可以采用变址寻址的方式将变量值入栈。

!函数的返回值通过eax寄存器传递

6.深入理解函数调用对战的工作机制

linux内核分析第二四学习报告

7.举例分析函数调用时堆栈的变化

二、实验

mypcb.h

头文件,在其他的.c文件中引用

/*
* linux/mykernel/mypcb.h
*
* Kernel internal PCB types
*
* Copyright (C) 2013 Mengning
*
*/ #define MAX_TASK_NUM 4
#define KERNEL_STACK_SIZE 1024*8 /* CPU-specific state of this task */
struct Thread {
unsigned long ip; //保存eip
unsigned long sp; //保存esp
}; typedef struct PCB{
int pid;
volatile long state; /* 记录进程状态,-1 未运行, 0 运行中, >0 阻塞停止 */
char stack[KERNEL_STACK_SIZE]; /* 定义堆栈结构*/
struct Thread thread;
unsigned long task_entry; /* 定义程序入口,通常是main函数*/
struct PCB *next;
}tPCB; void my_schedule(void);//调度器函数

mymain.c:

内核初始化和0号进程启动

/*
* linux/mykernel/mymain.c
*
* Kernel internal my_start_kernel
*
* Copyright (C) 2013 Mengning
*
*/
#include <linux/types.h>
#include <linux/string.h>
#include <linux/ctype.h>
#include <linux/tty.h>
#include <linux/vmalloc.h> #include "mypcb.h" tPCB task[MAX_TASK_NUM]; //声明task数组,tPCB结构体类型在mypcb.h中有定义
tPCB * my_current_task = NULL; //声明当前task指针
volatile int my_need_sched = 0; //定义是否需要调度的标志 void my_process(void); void __init my_start_kernel(void)
{
int pid = 0;
int i;
/* Initialize process 0*/ // 0号进程数据结构的初始化
task[pid].pid = pid;
task[pid].state = 0; /* -1 unrunnable, 0 runnable, >0 stopped */
task[pid].task_entry = task[pid].thread.ip = (unsigned long)my_process; //定义进程0的入口为my_process,见第58行开始的my_process函数
task[pid].thread.sp = (unsigned long)&task[pid].stack[KERNEL_STACK_SIZE-1]; // 定义堆栈的栈顶
task[pid].next = &task[pid]; //因为一开始系统里只有进程0没有其他进程,所以pid的next还是指向自己 /*fork more process */
//创建更多其他的进程,在初始化这些进程的时候可以直接拷贝0号进程的代码
for(i=1;i<MAX_TASK_NUM;i++)
{
memcpy(&task[i],&task[0],sizeof(tPCB));
task[i].pid = i;
task[i].state = -1;
task[i].thread.sp = (unsigned long)&task[i].stack[KERNEL_STACK_SIZE-1];
task[i].next = task[i-1].next;
task[i-1].next = &task[i];
}
/* 从0号进程开始启动 */
pid = 0;
my_current_task = &task[pid];
asm volatile(
"movl %1,%%esp\n\t" /* 设置 esp 的值*/
"pushl %1\n\t" /* 将 ebp 压栈(此时esp=ebp),%1相当于task[pid].thread.sp*/
"pushl %0\n\t" /* 将 eip 压栈,%0相当于task[pid].thread.ip*/
"ret\n\t" /* 相当于 eip 出栈 */
"popl %%ebp\n\t" /* 0号进程正是启动 */
:
: "c" (task[pid].thread.ip),"d" (task[pid].thread.sp) /* input c or d mean %ecx/%edx*/
);
}
void my_process(void) //所有的进程都以这个作为起点
{
int i = 0;
while(1)
{
i++;
if(i%10000000 == 0)
{
printk(KERN_NOTICE "this is process %d -\n",my_current_task->pid);
if(my_need_sched == 1) //执行10 000 000次才判断一次是否需要调度
{
my_need_sched = 0;
my_schedule();
}
printk(KERN_NOTICE "this is process %d +\n",my_current_task->pid);
}
}
}

myinterrupt.c:

/*
* linux/mykernel/myinterrupt.c
*
* Kernel internal my_timer_handler
*
* Copyright (C) 2013 Mengning
*
*/
#include <linux/types.h>
#include <linux/string.h>
#include <linux/ctype.h>
#include <linux/tty.h>
#include <linux/vmalloc.h> #include "mypcb.h" extern tPCB task[MAX_TASK_NUM];
extern tPCB * my_current_task;
extern volatile int my_need_sched;
volatile int time_count = 0; /*
* Called by timer interrupt.
* it runs in the name of current running process,
* so it use kernel stack of current running process
*/
void my_timer_handler(void)
{
#if 1
if(time_count%1000 == 0 && my_need_sched != 1) //用于设置时间片的大小,时间片用完时设置调度标志。满足时钟中断发生1000次,并且my_need_sched!=1时,把my_need_sched赋为1。当进程发现my_need_sched=1时,就会执行my_schedule,进行进程调度。
{
printk(KERN_NOTICE ">>>my_timer_handler here<<<\n");
my_need_sched = 1;
}
time_count ++ ;
#endif
return;
} void my_schedule(void)
{
tPCB * next;
tPCB * prev; if(my_current_task == NULL //发生错误时返回
|| my_current_task->next == NULL)
{
return;
}
printk(KERN_NOTICE ">>>my_schedule<<<\n");
/* schedule */
next = my_current_task->next; //把当前进程的下一个进程赋给next
prev = my_current_task; //prev当前进程
if(next->state == 0)/* -1 unrunnable, 0 runnable, >0 stopped */
{
/* 进程切换跳转到下一进程 */
asm volatile(
"pushl %%ebp\n\t" /* 保存当前ebp */
"movl %%esp,%0\n\t" /* 保存当前esp */
"movl %2,%%esp\n\t" /* 重新记录要跳转进程的 esp,%2为 next->thread.sp*/
"movl $1f,%1\n\t" /* 保存当前 eip ,%1为prev->thread.ip*/
"pushl %3\n\t"
"ret\n\t" /* 记录要跳转进程的 eip,%3为 next->thread.ip*/
"1:\t" /* 下一个进程开始执行 */
"popl %%ebp\n\t"
: "=m" (prev->thread.sp),"=m" (prev->thread.ip)
: "m" (next->thread.sp),"m" (next->thread.ip)
);
my_current_task = next;
printk(KERN_NOTICE ">>>switch %d to %d<<<\n",prev->pid,next->pid);
}
else //进程是新的进程
{
next->state = 0;
my_current_task = next;
printk(KERN_NOTICE ">>>switch %d to %d<<<\n",prev->pid,next->pid);
/* switch to new process */
asm volatile(
"pushl %%ebp\n\t" /* 保存当前 ebp */
"movl %%esp,%0\n\t" /* 保存当前 esp */
"movl %2,%%esp\n\t" /* 重新记录要跳转进程的 esp ,%2为 next->thread.sp*/
"movl %2,%%ebp\n\t" /* 重新记录要跳转进程的 ebp,%2为 next->thread.sp */
"movl $1f,%1\n\t" /* 保存当前 eip ,%1为prev->thread.ip,%1f就是指标号1:的代码在内存中存储的地址*/
"pushl %3\n\t"
"ret\n\t" /* 重新记录要跳转进程的 eip,%3为 next->thread.ip */
: "=m" (prev->thread.sp),"=m" (prev->thread.ip)
: "m" (next->thread.sp),"m" (next->thread.ip)
);
}
return;
}

aaarticlea/png;base64,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" alt="" />

四、学习总结理解

课程中提到了计算机工作的三大法宝:存储程序计算机工作模型、堆栈、中断。

  • 存储程序计算机工作模型,简单的说就是CPU解释并执行计算机指令,Memory用来存储数据和程序。

  • 堆栈机制(函数调用堆栈),在机器语言和汇编语言的时候并不那么重要,后来有了高级语言,尤其是函数调用使得堆栈成为计算机工作的重要基础;

  • 中断,引入中断机制使内核可以处理硬件外设I/O。中断来源有I/O请求、时钟以及系统调用。中断可以使计算机同时处理多个程序,提高了计算机效率。