Home  >  Article  >  Database  >  What data structure does mysql use?

What data structure does mysql use?

下次还敢
下次还敢Original
2024-04-14 20:30:53582browse

MySQL uses row and column data structures to organize data, and provides storage engines (such as InnoDB, which uses B-tree indexes) to find data efficiently. Index structures such as B-tree indexes, hash indexes, bitmap indexes, and full-text indexes are optimized based on data type and query type to improve data retrieval speed.

What data structure does mysql use?

Data structures used by MySQL

MySQL is a relational database management system that uses the following data structures To store and organize data:

Rows and columns

  • Database data is stored in tables, and each table consists of rows and columns.
  • Rows represent specific data records, while columns represent specific fields or attributes in the record.
  • Rows in a table are unique and identified by a primary key.

Storage Engine

  • MySQL provides different storage engines, each of which has its own specific way of managing data.
  • The most commonly used storage engine is InnoDB, which uses B-tree indexes to quickly find data.

B Tree index

  • B Tree index is a balanced search tree structure used to find data quickly.
  • It organizes the data in the table into a series of ordered pages, each page has its own index key.
  • Index keys are used to quickly find specific rows, while the B-tree structure allows efficient traversal of the data.

Hash index

  • A hash index is an index structure that uses a hash function to map data to index keys.
  • Hash functions convert data values ​​into unique keys for fast lookups.
  • Hash indexes are very efficient for finding single values ​​based on the equals operator.

Bitmap index

  • A bitmap index is an index structure that maps data values ​​to a bitmap.
  • A bitmap is a series of bits, each of which represents the presence or absence of a data value.
  • Bitmap indexes are very efficient for finding set comparisons involving multiple values.

Full-text index

  • Full-text index is an index structure used to search text data such as documents or emails.
  • It tokenizes text data and stores it in an index for fast searching for specific words or phrases.

The above is the detailed content of What data structure does mysql use?. For more information, please follow other related articles on the PHP Chinese website!

Statement:
The content of this article is voluntarily contributed by netizens, and the copyright belongs to the original author. This site does not assume corresponding legal responsibility. If you find any content suspected of plagiarism or infringement, please contact admin@php.cn