PHP变量和数据类型
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原文:PHP变量和数据类型编程语言可以分为三大类1.静态类型语言,比如:C/Java等,在静态语言类型中,类型的检查是在编译期(compile-time)确定的。2.动态语言类型,比如:PHP,python等各种脚本语言,这类语言中的类型是在运行时确定的。3.无类型语言,比如:汇编语言,汇编语言操作的是底层存储,他们对类型毫无感知。一、变量的结构和类型1)变量的存储结构在官方的PHP实现内部,所…
原文:PHP变量和数据类型

编程语言可以分为三大类

1. 静态类型语言,比如:C/Java等,在静态语言类型中,类型的检查是在编译期(compile-time)确定的。

2. 动态语言类型,比如:PHP,python等各种脚本语言,这类语言中的类型是在运行时确定的。

3. 无类型语言,比如:汇编语言,汇编语言操作的是底层存储,他们对类型毫无感知。

 

一、变量的结构和类型

1)变量的存储结构

在官方的PHP实现内部,所有变量使用同一种数据结构(zval)来保存。 它不仅仅包含变量的值,也包含变量的类型。

在PHP中,存在8种变量类型,可以分为三类:

a. 标量类型: boolean、integer、float(double)、string

b. 复合类型: array、object

c. 特殊类型: resource、NULL

变量存储结构如下:

struct _zval_struct {
    zvalue_value value;     /* 存储变量的值 是个联合体*/
    zend_uint refcount__gc;    /*表示引用计数 默认1*/
    zend_uchar type;    /* 变量具体的类型 */
    zend_uchar is_ref__gc;    /*表示是否为引用 默认0*/
};

type的值可以为: IS_NULL、IS_BOOL、IS_LONG、IS_DOUBLE、IS_STRING、IS_ARRAY、IS_OBJECT和IS_RESOURCE之一。

 

2)变量的值存储

上面的value是个联合体,正因为是这样,才能做到弱类型,联合体如下:

typedef union _zvalue_value {
    long lval;    /*boolean integer*/
    double dval;    /*float*/
    struct {
        char *val;
        int len;
    } str;    /*String*/
    HashTable *ht;    /* Array */
    zend_object_value obj; /*Object*/
} zvalue_value;

 

3)哈希表(HashTable)

a. 键(key):用于操作数据的标示,例如PHP数组中的索引,或者字符串键等等。

b. 槽(slot/bucket):哈希表中用于保存数据的一个单元,也就是数据真正存放的容器。

c. 哈希函数(hash function):将key映射(map)到数据应该存放的slot所在位置的函数。

d. 哈希冲突(hash collision):哈希函数将两个不同的key映射到同一个索引的情况。

 

4)PHP的哈希实现

PHP的大部分的语言特性都是基于哈希表实现的, 例如:变量的作用域、函数表、类的属性、方法等,Zend引擎内部的很多数据都是保存在哈希表中的。

PHP中的哈希表是使用拉链法来解决冲突的,Zend为了保存数据之间的关系使用了双向链表来链接元素。

拉链法如下图所示:

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图中,”John Smith”和”Sandra Dee” 通过哈希函数都指向了152 这个索引,该索引又指向了一个链表, 在链表中依次存储了这两个字符串。

Zend引擎哈希表结构和关系如下:

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 alt="">

a. Bucket结构体维护了两个双向链表,pNext和pLast指针分别指向本槽位所在的链表的关系。

b. 而pListNext和pListLast指针指向的则是整个哈希表所有的数据之间的链接关系。

c. HashTable结构体中的pListHead和pListTail则维护整个哈希表的头元素指针和最后一个元素的指针。

 

二、常量

PHP内核会在词法解析时将这些常量的内容赋值进行替换,而不是在运行时进行分析。

1)常量的存储结构

常量是在变量的zval结构的基础上添加了一额外的元素。

typedef struct _zend_constant {
    zval value; /* zval结构,PHP内部变量的存储结构,在第一小节有说明 */
    int flags;  /* 常量的标记如 CONST_PERSISTENT | CONST_CS | CONST_CT_SUBST*/
    char *name; /* 常量名称 */
    uint name_len;  
    int module_number;  /* 模块号 */
} zend_constant;

1. CONST_CS:常量大小写敏感

2. CONST_PERSISTENT:常量需要持久化;如果是非持久常量,会在RSHUTDOWN阶段就将该常量释放,否则只会在MSHUTDOWN阶段将内存释放。用户定义的常量都是非持久化的,通常扩展和内核定义的常量会设置为持久化。

3. CONST_CT_SUBST:Allow compile-time substitution(在编译时可被替换)。在PHP内核中这些常量包括:TRUE、FALSE、NULL、ZEND_THREAD_SAFE和ZEND_DEBUG_BUILD五个。

PHP常量的定义过程如下:

define('KFJ', 'Hello World');

 

2)标准常量

PHP内置定义的常量,他们属于标准常量。如错误报告级别E_ALL, E_WARNING等。

这些常量都是持久化常量。

 

3)魔术常量

PHP中有七个魔术常量,他们的值其实是变化的,它们的值随着它们在代码中的位置改变而改变。 所以称他们为魔术常量。

/upload/image/201908/0FUSygAAAABJRU5ErkJggg== alt="">

 

三、预定义变量

  对于全部脚本而言,PHP 提供了大量的预定义变量。这些变量将所有的外部变量表示成内建环境变量,并且将错误信息表示成返回头。

  $_GET,$_POST,$_SERVER,$_FILES等变量,会在PHP脚本运行之前就将它们加入到HashTable数据类型的符号表中。

  由于都存储在一个地方,所以在某个局部函数中使用类似于$GLOBALS变量这样的预定义变量, 如果在此函数中有改变的它们的值的话,这些变量在其它局部函数调用时会发现也会同步变化。

 

四、静态变量

  通常意义上静态变量是静态分配的,他们的生命周期和程序的生命周期一样, 只有在程序退出时(RSHUTDOWN)才结束期生命周期,这和局部变量相反,局部变量只有在函数执行时才会存在。 通常,当一个函数执行完毕,它的局部变量的值就已经不存在,而且变量所占据的内存也被释放。

静态变量可以分为3中:

1)静态全局变量:PHP中的全局变量(预定义变量等)也可以理解为静态全局变量,因为除非明确unset释放,在程序运行过程中始终存在。

2)静态局部变量:也就是在函数内定义的静态变量,Zend为每个函数分配了一个私有的符号表(EG(active_op_array)->static_variables)来保存该函数的静态变量。

3)静态成员变量:这是在类中定义的静态变量,和实例变量相对应,静态成员变量属于类,不属于某个实例,所以可以在所有实例中共享。

查看在线代码

//静态局部变量
function static_function() {
    static $i=0;
    $i++;
    print_r($i);
}
static_function();//1
static_function();//2
static_function();//3

//静态成员变量
//Zend为每个函数分配了一个私有的符号表来保存该函数的静态变量。
class static_class {
    public static $i=0;
    public function get_static() {
        return ++self::$i;
    }
}
$class1 = new static_class();
$class2 = new static_class();
print_r($class1->get_static());//1
print_r($class2->get_static());//2

 

五、类型提示的实现

PHP5中引入了类型提示这个概念。在定义方法参数时,同时定义参数的对象类型。

下面的示例代码就是类型提示,但是在引用的时候传入1,就会报错。

function prompt(Array $arr) {
    print_r($arr);
}
prompt(1);

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类型提示的实现有2种:

1)参数声明时的类型提示,例如“$arr=[1,2];”

2)函数或方法调用时的类型提示(上面的示例代码)

/upload/image/201908/Z alt="">

 

六、变量的生命周期

在ZE进行词法和语法的分析之后,生成具体的opcode,这些opcode最终被execute函数解释执行。

1)变量的声明和赋值

在使用一个变量时,我们不需要声明,也不需要初始化,直接对其赋值就可以使用。

$a = 10;

当赋值的时候,zval结构中的refcount_gc默认为1,当引用这个值的时候,会加1。

$a = 10;
$b = &$a;//$a和$b引用了同一个zval结构,refcount_gc变为2,is_ref_gc为1
$c = $a;//$c新建了一个zvak结构,refcount_gc变为2为1

 

2)变量的作用域

变量按作用域类型分为:全局变量和局部变量。

与JavaScript不同,得益于闭包的特性,JavaScript可以在函数中调用函数外的变量,而PHP不行。下面的代码是错误的:

$bar = 'outter';
function _global() {
    print_r($bar);//这里会报错
}
_global();
print_r($bar);//输出为outter

a. 全局变量会保存在symbol_table中, 也就是顶层作用域中的变量。

b. 函数或者对象的方法在被调用时会创建active_symbol_table来保存局部变量。

c. 函数中的静态变量存放在私有的符号表(EG(active_op_array)->static_variables)中。所以不会在函数结束的时候销毁。

 

3)global

global语句的作用是定义全局变量,也就是将变量放到symbol_table中。

将上面的代码修改一下,增加一个global声明:

$bar = 'outter';
function _global() {
    global $bar ;//添加global声明
    $bar = 'inner';
    print_r($bar);
}
_global();
print_r($bar);//输出inner

 

七、数据类型转换

1)隐式类型转换

a. 直接的变量赋值操作

b. 运算式结果对变量的赋值操作

$str = 33;    //integer 另外的float(double)类似
var_dump('prase'.$str);
$str = null;    //null
var_dump('prase'.$str);
$str = true;    //boolean
var_dump('prase'.$str);
$str = array(1,2);    //array
var_dump('prase'.$str);
$str = new static_class();    //object 调用静态变量中的类
var_dump('prase'.$str);

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a. 隐式转换null的时候,最后输出的是空

b. boolean转换成了0或1

c. 虽然array最后输出了,但最后还是报错。

d. 而类是直接报错,没有输出。

 

2)显示类型转换

PHP中允许的强制类型有:

a. (int), (integer) 转换为整型

b. (bool), (boolean) 转换为布尔类型

c. (float), (double) 转换为浮点类型

d. (string) 转换为字符串

e. (array) 转换为数组

f. (object) 转换为对象

g. (unset) 转换为NULL,这个还是第一次见到

 

 

参考文档:

http://www.php-internals.com/book/?p=chapt03/03-01-00-variables-structure   变量的结构和类型

http://www.cnblogs.com/yangecnu/archive/2014/10/31/Introduce-Hashtable.html    浅谈算法和数据结构: 十一 哈希表

http://www.php-internals.com/book/?p=chapt03/03-02-const-var   常量

http://www.php-internals.com/book/?p=chapt03/03-03-pre-defined-variable    预定义变量

http://www.php-internals.com/book/?p=chapt03/03-04-static-var   静态变量

http://www.php-internals.com/book/?p=chapt03/03-05-impl-of-type-hint    类型提示的实现

http://www.php-internals.com/book/?p=chapt03/03-06-00-var-lifecycle   变量的生命周期

http://www.php-internals.com/book/?p=chapt03/03-06-01-var-define-and-init   变量的赋值和销毁

http://www.php-internals.com/book/?p=chapt03/03-06-02-var-scope    变量的作用域

http://www.php-internals.com/book/?p=chapt03/03-06-03-var-global   global语句

http://www.php-internals.com/book/?p=chapt03/03-07-type-cast   数据类型转换