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PHP combined with MySQL realizes tens of millions of data processing

Nov 18, 2020 pm 03:10 PM
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mysql sub-table ideas


One by one The order table of 100 million can be divided into five tables, so that each table only has 20 million data, sharing the pressure of the original table. The sub-tables need to be divided according to certain conditions. Here, the tables can be divided according to regions. A middleware to control which table to go to find the data you want.
Middleware: Use the auto-incremented id of the main table as middleware (what fields are suitable for middleware? It must be unique)
How to distribute? After inserting into the main table, an id is returned, and the modulo is taken based on this id and the number of tables. The data is inserted into whichever table the remainder is.
Note: The id in the sub-table must be consistent with the id of the main table.
In the future, only insert operations will use the main table. Modification, deletion, and reading do not need to use the main table.

PHP 结合 MySQL 千万级数据处理

redis message queue

1. What is a message queue?
Container that saves messages during the message propagation process
2, the historical reasons for the generation of message queue

PHP 结合 MySQL 千万级数据处理

The characteristics of message queue: first in, first out
The executed SQL statements are first saved in the message queue, and then sequentially inserted into the database smoothly and asynchronously.
Application: Sina, put the instant comments into the message queue first, and then insert the SQL statements in the message queue sequentially through scheduled tasks. Go to the database

Modify

Operation sub-table to modify

PHP 结合 MySQL 千万级数据处理

There is a problem with this modification, the main table There will be inconsistencies with the data in the sub-table. How to make the data in the main table and the sub-table consistent?

The redis queue keeps the main table and sub-table data consistent

After the modification is completed, the data of the main table will be modified and stored in the redis queue

PHP 结合 MySQL 千万级数据处理

Then the linux scheduled task (contble) loops to execute the sql statement in the redis queue and synchronously updates the contents of the main table

PHP 结合 MySQL 千万级数据处理

Mysql distributed sub-table (query, delete)

Query only needs to query the sub-table, do not query the total table

PHP 结合 MySQL 千万级数据处理

Delete, first find the object based on the id Delete the sub-table, then delete it, and then push a sql statement to delete the total table data into the message queue
Then execute a scheduled task to delete the total table data

PHP 结合 MySQL 千万级数据处理

Timing Task:

PHP 结合 MySQL 千万级数据处理

PHP 结合 MySQL 千万级数据处理

Sub-library schematic:

PHP 结合 MySQL 千万级数据处理

PHP 结合 MySQL 千万级数据处理

mysql distributed branch database (increased)

PHP 结合 MySQL 千万级数据处理
Note: After operating a database, you must close the database connection, otherwise mysql will think it is always connected The same database

or take the modulus to determine which configuration file to load and connect to which database

PHP 结合 MySQL 千万级数据处理

mysql distributed branch library (changed)

The principle is similar to the new

PHP 结合 MySQL 千万级数据处理

mysql distributed branch library (check, delete)

The principle is similar

PHP 结合 MySQL 千万级数据处理
Delete

PHP 结合 MySQL 千万级数据处理
Execution queue

mysql distributed cache (memcache) application

Put the data into the cache to save database overhead. First check the cache. If there is any, take it out directly. If not, check the database and then store it in the cache.

PHP 结合 MySQL 千万级数据处理

You need to delete the cache after editing the information, otherwise you will always read the cached data instead of the modified data

PHP 结合 MySQL 千万级数据处理

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