C语言的本质(25)——C标准库之内存管理

时间:2023-03-09 03:46:04
C语言的本质(25)——C标准库之内存管理

程序中需要动态分配一块内存时怎么办呢?我们可以定义一个缓冲区数组,但是这种方法不够灵活,C89要求定义的数组是固定长度的,而程序往往在运行时才知道要动态分配多大的内存,例如:

void foo(char *str, int n)
{
charbuf[?];
strncpy(buf,str, n);
......
}

n是由参数传进来的,事先不知道是多少,那么buf该定义多大呢?在第 1 节 “数组的基本操作”讲过C99引入VLA特性,可以定义charbuf[n+1] = {};,这样可确保buf是以'\0'结尾的。但即使用VLA仍然不够灵活,VLA是在栈上动态分配的,函数返回时就要释放,如果我们希望动态分配一块全局的内存空间,在各函数中都可以访问呢?由于全局数组无法定义成VLA,所以仍然不能满足要求。

进程有一个堆空间,C标准库函数malloc可以在堆空间动态分配内存,它的底层通过brk系统调用向操作系统申请内存。动态分配的内存用完之后可以用free释放,更准确地说是归还给malloc,这样下次调用malloc时这块内存可以再次被分配。

下面详细说明这两个函数的用法和工作原理。

#include <stdlib.h>
void *malloc(size_t size);

返回值:成功返回所分配内存空间的首地址,出错返回NULL

void free(void *ptr);

malloc的参数size表示要分配的字节数,如果分配失败(可能是由于系统内存耗尽)则返回NULL。由于malloc函数不知道用户拿到这块内存要存放什么类型的数据,所以返回通用指针void *,用户程序可以转换成其它类型的指针再访问这块内存。malloc函数保证它返回的指针所指向的地址满足系统的对齐要求,例如在32位平台上返回的指针一定对齐到4字节边界,以保证用户程序把它转换成任何类型的指针都能用。

动态分配的内存用完之后可以用free释放掉,传给free的参数正是先前malloc返回的内存块首地址。

#include <stdio.h>
#include <stdlib.h>
#include <string.h> typedef struct {
intnumber;
char*msg;
} unit_t; int main(void)
{
unit_t*p = malloc(sizeof(unit_t)); if(p == NULL) {
printf("outof memory\n");
exit(1);
}
p->number= 3;
p->msg= malloc(20);
strcpy(p->msg,"Hello world!");
printf("number:%d\nmsg: %s\n", p->number, p->msg);
free(p->msg);
free(p);
p= NULL; return0;
}

关于这个程序需要注意:

unit_t *p = malloc(sizeof(unit_t));这一句,等号右边是void*类型,等号左边是unit_t *类型,编译器会做隐式类型转换,我们讲过void *类型和任何指针类型之间可以相互隐式转换。

虽然内存耗尽是很不常见的错误,但写程序要规范,malloc之后应该判断是否成功。以后要学习的大部分系统函数都有成功的返回值和失败的返回值,每次调用系统函数都应该判断是否成功。

free(p);之后,p所指的内存空间是归还了,但是p的值并没有变,因为从free的函数接口来看根本就没法改变p的值,p现在指向的内存空间已经不属于用户,换句话说,p成了野指针,为避免出现野指针,我们应该在free(p);之后手动置p = NULL;。

应该先free(p->msg),再free(p)。如果先free(p),p成了野指针,就不能再通过p->msg访问内存了。

上面的例子只有一个简单的顺序控制流程,分配内存,赋值,打印,释放内存,退出程序。这种情况下即使不用free释放内存也可以,因为程序退出时整个进程地址空间都会释放,包括堆空间,该进程占用的所有内存都会归还给操作系统。但如果一个程序长年累月运行(例如网络服务器程序),并且在循环或递归中调用malloc分配内存,则必须有free与之配对,分配一次就要释放一次,否则每次循环都分配内存,分配完了又不释放,就会慢慢耗尽系统内存,这种错误称为内存泄漏(Memory Leak)。另外,malloc返回的指针一定要保存好,只有把它传给free才能释放这块内存,如果这个指针丢失了,就没有办法free这块内存了,也会造成内存泄漏。例如:

void foo(void)
{
char*p = malloc(10);
......
}

foo函数返回时要释放局部变量p的内存空间,它所指向的内存地址就丢失了,这10个字节也就没法释放了。内存泄漏的Bug很难找到,因为它不会像访问越界一样导致程序运行错误,少量内存泄漏并不影响程序的正确运行,大量的内存泄漏会使系统内存紧缺,导致频繁换页,不仅影响当前进程,而且把整个系统都拖得很慢。

关于malloc和free还有一些特殊情况。malloc(0)这种调用也是合法的,也会返回一个非NULL的指针,这个指针也可以传给free释放,但是不能通过这个指针访问内存。free(NULL)也是合法的,不做任何事情,但是free一个野指针是不合法的,例如先调用malloc返回一个指针p,然后连着调用两次free(p);,则后一次调用会产生运行时错误。

下面的图简单的表示malloc和free的工作原理。真正的实现比这要复杂得多,但基本工作原理也是如此。

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" alt="" />

图中白色背景的框表示malloc管理的空闲内存块,深色背景的框不归malloc管,可能是已经分配给用户的内存块,也可能不属于当前进程,Break之上的地址不属于当前进程,需要通过brk系统调用向内核申请。每个内存块开头都有一个头节点,里面有一个指针字段和一个长度字段,指针字段把所有空闲块的头节点串在一起,组成一个环形链表,长度字段记录着头节点和后面的内存块加起来一共有多长,以8字节为单位(也就是以头节点的长度为单位)。

一开始堆空间由一个空闲块组成,长度为7×8=56字节,除头节点之外的长度为48字节。

调用malloc分配8个字节,要在这个空闲块的末尾截出16个字节,其中新的头节点占了8个字节,另外8个字节返回给用户使用,注意返回的指针p1指向头节点后面的内存块。

又调用malloc分配16个字节,又在空闲块的末尾截出24个字节,步骤和上一步类似。

调用free释放p1所指向的内存块,内存块(包括头节点在内)归还给了malloc,现在malloc管理着两块不连续的内存,用环形链表串起来。注意这时p1成了野指针,指向不属于用户的内存,p1所指向的内存地址在Break之下,是属于当前进程的,所以访问p1时不会出现段错误,但在访问p1时这段内存可能已经被malloc再次分配出去了,可能会读到意外改写数据。另外注意,此时如果通过p2向右写越界,有可能覆盖右边的头节点,从而破坏malloc管理的环形链表,malloc就无法从一个空闲块的指针字段找到下一个空闲块了。

调用malloc分配16个字节,现在虽然有两个空闲块,各有8个字节可分配,但是这两块不连续,malloc只好通过brk系统调用抬高Break,获得新的内存空间。在[K&R]的实现中,每次调用sbrk函数时申请1024×8=8192个字节,在Linux系统上sbrk函数也是通过brk实现的,这里为了画图方便,我们假设每次调用sbrk申请32个字节,建立一个新的空闲块。

新申请的空闲块和前一个空闲块连续,因此可以合并成一个。在能合并时要尽量合并,以免空闲块越割越小,无法满足大的分配请求。

在合并后的这个空闲块末尾截出24个字节,新的头节点占8个字节,另外16个字节返回给用户。

调用free释放这个内存块,由于它和前一个空闲块连续,又重新合并成一个空闲块。注意,Break只能抬高而不能降低,从内核申请到的内存以后都归malloc管理了,即使调用free也不会还给内核。

除了malloc之外,C标准库还提供了另外两个在堆空间分配内存的函数,它们分配的内存同样由free释放。

#include <stdlib.h>
void *calloc(size_t nmemb, size_t size);
void *realloc(void *ptr, size_t size);

返回值:成功返回所分配内存空间的首地址,出错返回NULLcalloc的参数很像fread/fwrite的参数,分配nmemb个元素的内存空间,每个元素占size字节,并且calloc负责把这块内存空间用字节0填充,而malloc并不负责把分配的内存空间清零。

有时候用malloc或calloc分配的内存空间使用了一段时间之后需要改变它的大小,一种办法是调用malloc分配一块新的内存空间,把原内存空间中的数据拷到新的内存空间,然后调用free释放原内存空间。使用realloc函数简化了这些步骤,把原内存空间的指针ptr传给realloc,通过参数size指定新的大小(字节数),realloc返回新内存空间的首地址,并释放原内存空间。新内存空间中的数据尽量和原来保持一致,如果size比原来小,则前size个字节不变,后面的数据被截断,如果size比原来大,则原来的数据全部保留,后面长出来的一块内存空间未初始化(realloc不负责清零)。注意,参数ptr要么是NULL,要么必须是先前调用malloc、calloc或realloc返回的指针,不能把任意指针传给realloc要求重新分配内存空间。作为两个特例,如果调用realloc(NULL, size),则相当于调用malloc(size),如果调用realloc(ptr, 0),ptr不是NULL,则相当于调用free(ptr)。

#include <alloca.h>
void *alloca(size_t size);

返回值:返回所分配内存空间的首地址,如果size太大导致栈空间耗尽,结果是未定义的参数size是请求分配的字节数,alloca函数不是在堆上分配空间,而是在调用者函数的栈帧上分配空间,类似于C99的变长数组,当调用者函数返回时自动释放栈帧,所以不需要free。这个函数不属于C标准库,而是在POSIX标准中定义的。