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Comparison of automatic expansion capabilities of MySQL and TiDB

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Release: 2023-07-15 19:15:10
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Comparison of the automatic expansion capabilities of MySQL and TiDB

Introduction:
In modern application systems, data storage and management are a crucial aspect. As the size of the application grows, so will the capacity and performance requirements of the database. In order to meet these challenges, the database system needs to have automatic expansion capabilities to achieve high availability and performance guarantees. In this article, we will compare the automatic scaling capabilities of two popular database systems, MySQL and TiDB, and provide some code examples to illustrate the differences between the two.

Introduction:
MySQL is an open source relational database management system that is widely used in applications of all sizes. It provides reliable transaction support and high-performance query capabilities. However, when the application scale grows, MySQL may face some challenges, such as single points of failure and performance bottlenecks. In order to solve these problems, MySQL-based automatic scaling solutions have emerged, such as MySQL Cluster and MySQL Replication.

Compared with MySQL, TiDB is a distributed database system with automatic horizontal expansion capabilities. It adopts distributed transactions and distributed consensus algorithms, allowing data to be horizontally extended to multiple nodes and providing high availability and performance. TiDB implements distributed storage and computing by sharding data and storing it on multiple nodes.

Comparison of automatic expansion capabilities:

  1. Data distribution and load balancing:
    The automatic expansion of MySQL database is usually based on master-slave replication or sharding. This method is suitable for Read operations can achieve load balancing, but there is still the risk of a single point of failure for write operations. TiDB achieves read-write load balancing and automatic data distribution by sharding and storing data on multiple nodes, thereby improving system availability and performance.

    The following is an example of MySQL's read-write load balancing code:

// MySQL读操作负载均衡
$con = mysql_connect("localhost:3306","user","password");
mysql_select_db("database", $con);
$result = mysql_query("SELECT * FROM table", $con);
while($row = mysql_fetch_array($result)){
   // 处理查询结果
}

// MySQL写操作
$con = mysql_connect("localhost:3306","user","password");
mysql_select_db("database", $con);
mysql_query("INSERT INTO table (column1, column2) VALUES ('value1', 'value2')", $con);
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  1. Elastic scaling:
    Automatic expansion of the MySQL database usually requires manual Add new nodes and reconfigure the database cluster. TiDB provides automatic elastic scaling. When the load increases, new nodes can be dynamically added to the cluster. When the load decreases, nodes can be automatically removed. This automatic elastic scaling capability can adjust the system's capacity and performance according to the actual needs of the application.

    The following is an example of TiDB's automatic elastic scaling code:

// 添加新的节点
Cluster = append(Cluster, NewNode())

// 移除节点
Cluster = remove(Cluster, node)
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Summary:
MySQL and TiDB are both popular database systems, each with different automatic expansion ability. MySQL achieves read-write load balancing through master-slave replication and sharding, but there is still the risk of a single point of failure. TiDB achieves automatic expansion and high availability through data sharding and distributed consensus algorithms. TiDB's automatic elastic scaling capability can dynamically adjust the system's capacity and performance based on load conditions. Through the comparison and code examples in this article, readers can better understand the differences in automatic expansion capabilities between MySQL and TiDB, so as to make more appropriate choices in practical applications.

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