


PHP and Redis implement rush buying and flash sales under high concurrency
This article mainly shares with you PHP and Redis to implement rush buying and flash sales under high concurrency. Rush buying and flash sales are very common scenarios. During interviews, interviewers often ask, for example, asking you what is the flash sale on Taobao? How to implement it, etc., I hope it can help everyone
It is very simple to implement flash sales and flash sales, but there are some problems that need to be solved, mainly focusing on two problems:
1. High concurrency pairing The pressure generated by the database
2. How to solve the correct inventory reduction ("oversold" problem) under competitive conditions
The first problem is very simple for PHP. The database can be alleviated by caching technology Pressure, such as memcache, redis and other caching technologies.
The second question is more complicated:
Conventional writing:
Query the inventory of the corresponding product to see if it is greater than 0, and then perform operations such as generating an order, but when judging whether the inventory is greater than 0 If there is high concurrency, there will be problems, resulting in negative inventory.
<?php $conn=mysql_connect("localhost","big","123456"); if(!$conn){ echo "connect failed"; exit; } mysql_select_db("big",$conn); mysql_query("set names utf8"); $price=10; $user_id=1; $goods_id=1; $sku_id=11; $number=1; //生成唯一订单 function build_order_no(){ return date('ymd').substr(implode(NULL, array_map('ord', str_split(substr(uniqid(), 7, 13), 1))), 0, 8); } //记录日志 function insertLog($event,$type=0){ global $conn; $sql="insert into ih_log(event,type) values('$event','$type')"; mysql_query($sql,$conn); } //模拟下单操作 //库存是否大于0 $sql="select number from ih_store where goods_id='$goods_id' and sku_id='$sku_id'"; //解锁 此时ih_store数据中goods_id='$goods_id' and sku_id='$sku_id' 的数据被锁住(注3),其它事务必须等待此次事务 提交后才能执行 $rs=mysql_query($sql,$conn); $row=mysql_fetch_assoc($rs); if($row['number']>0){//高并发下会导致超卖 $order_sn=build_order_no(); //生成订单 $sql="insert into ih_order(order_sn,user_id,goods_id,sku_id,price) values('$order_sn','$user_id','$goods_id','$sku_id','$price')"; $order_rs=mysql_query($sql,$conn); //库存减少 $sql="update ih_store set number=number-{$number} where sku_id='$sku_id'"; $store_rs=mysql_query($sql,$conn); if(mysql_affected_rows()){ insertLog('库存减少成功'); }else{ insertLog('库存减少失败'); } }else{ insertLog('库存不够'); } 出现这种情况怎么办呢?来看几种优化方法: 优化方案1:将库存字段number字段设为unsigned,当库存为0时,因为字段不能为负数,将会返回false //库存减少 $sql="update ih_store set number=number-{$number} where sku_id='$sku_id' and number>0"; $store_rs=mysql_query($sql,$conn); if(mysql_affected_rows()){ insertLog('库存减少成功'); } 优化方案2:使用MySQL的事务,锁住操作的行 <?php $conn=mysql_connect("localhost","big","123456"); if(!$conn){ echo "connect failed"; exit; } mysql_select_db("big",$conn); mysql_query("set names utf8"); $price=10; $user_id=1; $goods_id=1; $sku_id=11; $number=1; //生成唯一订单号 function build_order_no(){ return date('ymd').substr(implode(NULL, array_map('ord', str_split(substr(uniqid(), 7, 13), 1))), 0, 8); } //记录日志 function insertLog($event,$type=0){ global $conn; $sql="insert into ih_log(event,type) values('$event','$type')"; mysql_query($sql,$conn); } //模拟下单操作 //库存是否大于0 mysql_query("BEGIN"); //开始事务 $sql="select number from ih_store where goods_id='$goods_id' and sku_id='$sku_id' FOR UPDATE";//此时这条记录被锁住,其它事务必须等待此次事务提交后才能执行 $rs=mysql_query($sql,$conn); $row=mysql_fetch_assoc($rs); if($row['number']>0){ //生成订单 $order_sn=build_order_no(); $sql="insert into ih_order(order_sn,user_id,goods_id,sku_id,price) values('$order_sn','$user_id','$goods_id','$sku_id','$price')"; $order_rs=mysql_query($sql,$conn); //库存减少 $sql="update ih_store set number=number-{$number} where sku_id='$sku_id'"; $store_rs=mysql_query($sql,$conn); if(mysql_affected_rows()){ insertLog('库存减少成功'); mysql_query("COMMIT");//事务提交即解锁 }else{ insertLog('库存减少失败'); } }else{ insertLog('库存不够'); mysql_query("ROLLBACK"); } 优化方案3:使用非阻塞的文件排他锁 <?php $conn=mysql_connect("localhost","root","123456"); if(!$conn){ echo "connect failed"; exit; } mysql_select_db("big-bak",$conn); mysql_query("set names utf8"); $price=10; $user_id=1; $goods_id=1; $sku_id=11; $number=1; //生成唯一订单号 function build_order_no(){ return date('ymd').substr(implode(NULL, array_map('ord', str_split(substr(uniqid(), 7, 13), 1))), 0, 8); } //记录日志 function insertLog($event,$type=0){ global $conn; $sql="insert into ih_log(event,type) values('$event','$type')"; mysql_query($sql,$conn); } $fp = fopen("lock.txt", "w+"); if(!flock($fp,LOCK_EX | LOCK_NB)){ echo "系统繁忙,请稍后再试"; return; } //下单 $sql="select number from ih_store where goods_id='$goods_id' and sku_id='$sku_id'"; $rs=mysql_query($sql,$conn); $row=mysql_fetch_assoc($rs); if($row['number']>0){//库存是否大于0 //模拟下单操作 $order_sn=build_order_no(); $sql="insert into ih_order(order_sn,user_id,goods_id,sku_id,price) values('$order_sn','$user_id','$goods_id','$sku_id','$price')"; $order_rs=mysql_query($sql,$conn); //库存减少 $sql="update ih_store set number=number-{$number} where sku_id='$sku_id'"; $store_rs=mysql_query($sql,$conn); if(mysql_affected_rows()){ insertLog('库存减少成功'); flock($fp,LOCK_UN);//释放锁 }else{ insertLog('库存减少失败'); } }else{ insertLog('库存不够'); } fclose($fp); 优化方案4:使用redis队列,因为pop操作是原子的,即使有很多用户同时到达,也是依次执行,推荐使用(mysql事务在高并发下性能下降很厉害,文件锁的方式也是) 先将商品库存如队列 <?php $store=1000; $redis=new Redis(); $result=$redis->connect('127.0.0.1',6379); $res=$redis->llen('goods_store'); echo $res; $count=$store-$res; for($i=0;$i<$count;$i++){ $redis->lpush('goods_store',1); } echo $redis->llen('goods_store'); 抢购、描述逻辑 <?php $conn=mysql_connect("localhost","big","123456"); if(!$conn){ echo "connect failed"; exit; } mysql_select_db("big",$conn); mysql_query("set names utf8"); $price=10; $user_id=1; $goods_id=1; $sku_id=11; $number=1; //生成唯一订单号 function build_order_no(){ return date('ymd').substr(implode(NULL, array_map('ord', str_split(substr(uniqid(), 7, 13), 1))), 0, 8); } //记录日志 function insertLog($event,$type=0){ global $conn; $sql="insert into ih_log(event,type) values('$event','$type')"; mysql_query($sql,$conn); } //模拟下单操作 //下单前判断redis队列库存量 $redis=new Redis(); $result=$redis->connect('127.0.0.1',6379); $count=$redis->lpop('goods_store'); if(!$count){ insertLog('error:no store redis'); return; } //生成订单 $order_sn=build_order_no(); $sql="insert into ih_order(order_sn,user_id,goods_id,sku_id,price) values('$order_sn','$user_id','$goods_id','$sku_id','$price')"; $order_rs=mysql_query($sql,$conn); //库存减少 $sql="update ih_store set number=number-{$number} where sku_id='$sku_id'"; $store_rs=mysql_query($sql,$conn); if(mysql_affected_rows()){ insertLog('库存减少成功'); }else{ insertLog('库存减少失败'); }
The above is just a simple simulation of rush buying under high concurrency. The real scenario is much more complicated than this. There are many things to pay attention to, such as making the rush buying page static and calling the interface through ajax.
The above will cause one user to grab multiple items. Idea:
Needs a queuing queue, a buying result queue and an inventory queue. In the case of high concurrency, first enter the user into the queue, use a thread loop to remove a user from the queue, and determine whether the user is already in the rush-buying result queue. If it is, it has been snapped up, otherwise it is not snapped up, the inventory is reduced by 1, and the database is written. Put the user into the result queue.
When I was working on a shopping mall project, I used redis directly for flash sales. During this period, I looked at the above methods. Although they are different, they all achieve the same purpose. You can choose for yourself. Just be happy.
Related recommendations:
php+redis implements rush purchase function
How does php handle high concurrent requests for rush purchase functions
PHP implements concurrent snap-up function through locking
The above is the detailed content of PHP and Redis implement rush buying and flash sales under high concurrency. For more information, please follow other related articles on the PHP Chinese website!

Hot AI Tools

Undresser.AI Undress
AI-powered app for creating realistic nude photos

AI Clothes Remover
Online AI tool for removing clothes from photos.

Undress AI Tool
Undress images for free

Clothoff.io
AI clothes remover

Video Face Swap
Swap faces in any video effortlessly with our completely free AI face swap tool!

Hot Article

Hot Tools

Notepad++7.3.1
Easy-to-use and free code editor

SublimeText3 Chinese version
Chinese version, very easy to use

Zend Studio 13.0.1
Powerful PHP integrated development environment

Dreamweaver CS6
Visual web development tools

SublimeText3 Mac version
God-level code editing software (SublimeText3)

Hot Topics

PHP and Python each have their own advantages, and choose according to project requirements. 1.PHP is suitable for web development, especially for rapid development and maintenance of websites. 2. Python is suitable for data science, machine learning and artificial intelligence, with concise syntax and suitable for beginners.

PHP is a scripting language widely used on the server side, especially suitable for web development. 1.PHP can embed HTML, process HTTP requests and responses, and supports a variety of databases. 2.PHP is used to generate dynamic web content, process form data, access databases, etc., with strong community support and open source resources. 3. PHP is an interpreted language, and the execution process includes lexical analysis, grammatical analysis, compilation and execution. 4.PHP can be combined with MySQL for advanced applications such as user registration systems. 5. When debugging PHP, you can use functions such as error_reporting() and var_dump(). 6. Optimize PHP code to use caching mechanisms, optimize database queries and use built-in functions. 7

PHP remains important in modern web development, especially in content management and e-commerce platforms. 1) PHP has a rich ecosystem and strong framework support, such as Laravel and Symfony. 2) Performance optimization can be achieved through OPcache and Nginx. 3) PHP8.0 introduces JIT compiler to improve performance. 4) Cloud-native applications are deployed through Docker and Kubernetes to improve flexibility and scalability.

PHP is used to build dynamic websites, and its core functions include: 1. Generate dynamic content and generate web pages in real time by connecting with the database; 2. Process user interaction and form submissions, verify inputs and respond to operations; 3. Manage sessions and user authentication to provide a personalized experience; 4. Optimize performance and follow best practices to improve website efficiency and security.

PHP is still dynamic and still occupies an important position in the field of modern programming. 1) PHP's simplicity and powerful community support make it widely used in web development; 2) Its flexibility and stability make it outstanding in handling web forms, database operations and file processing; 3) PHP is constantly evolving and optimizing, suitable for beginners and experienced developers.

PHP is suitable for web development, especially in rapid development and processing dynamic content, but is not good at data science and enterprise-level applications. Compared with Python, PHP has more advantages in web development, but is not as good as Python in the field of data science; compared with Java, PHP performs worse in enterprise-level applications, but is more flexible in web development; compared with JavaScript, PHP is more concise in back-end development, but is not as good as JavaScript in front-end development.

PHP and Python each have their own advantages and are suitable for different scenarios. 1.PHP is suitable for web development and provides built-in web servers and rich function libraries. 2. Python is suitable for data science and machine learning, with concise syntax and a powerful standard library. When choosing, it should be decided based on project requirements.

PHP is widely used in e-commerce, content management systems and API development. 1) E-commerce: used for shopping cart function and payment processing. 2) Content management system: used for dynamic content generation and user management. 3) API development: used for RESTful API development and API security. Through performance optimization and best practices, the efficiency and maintainability of PHP applications are improved.
