基于SaaS模式下的数据库架构设计策略(再思考)
原以为基于SaaS架构的数据库数据隔离的设计,无外乎就是3种设计模式: (1)独立数据库 (2)Share数据库,独立Schema (3)Share数据库.Share Schema,每个表均加以个 tenentid(租户ID),这3种模式的优缺点大家都提了很多了,SaaS架构设计的前辈/我/阿里软件
原以为基于SaaS架构的数据库数据隔离的设计,无外乎就是3种设计模式:
(1)独立数据库
(2)Share数据库,独立Schema
(3)Share数据库.Share Schema,每个表均加以个 tenentid(租户ID),这3种模式的优缺点大家都提了很多了,SaaS架构设计的前辈/我/阿里软件最新出的那本书,也都是这么讲的,包括2年前微软推出的SaaS架构设计指南,也都是这么说的。最近一直在思索这个问题,难道真的就没别的出路了?
这3种模式中,第一种做SaaS架构的,相信都不会采纳了,但是第2种与第3种设计的架构之争,常常是谁也说服不了谁。这两种架构,各有优缺点,而且都还很鲜明。
第2种架构设计,Share数据库,独立Schema,比较适用于复杂MIS的应用,数据库关联比较多;而第3种架构设计,适合简单的网站应用,比如网上书店,Performance显然第3种架构比较好,但是数据隔离权限太复杂,对程序员要求比较高,第2种由于Performance问题比较大,对软件系统架构师要求很高。而且第2种,在对B2B网站和供应链/进销存系统整合的应用中,如果综合查询所有租户(供应商/客户)的统计数据,则几乎是不可能的,每个租户之间的数据很难综合共享,每个之间都是数据孤岛。
难道真的就没有更好的设计了吗?后来,在每天不断的苦苦求索当中,终于看到了一缕曙光,利用数据库的特性,也许可以把第2类和第3类设计的优点整合起来,就可以解决这个难题了,只是牺牲了跨数据库的优点,但是对应用程序架构的设计,改动是不大的,而且综合了设计2和设计3的优点,个人认为,这种牺牲,在具体应用中,还是值得的。

InnoDBBufferPool reduces disk I/O by caching data and indexing pages, improving database performance. Its working principle includes: 1. Data reading: Read data from BufferPool; 2. Data writing: After modifying the data, write to BufferPool and refresh it to disk regularly; 3. Cache management: Use the LRU algorithm to manage cache pages; 4. Reading mechanism: Load adjacent data pages in advance. By sizing the BufferPool and using multiple instances, database performance can be optimized.

Compared with other programming languages, MySQL is mainly used to store and manage data, while other languages such as Python, Java, and C are used for logical processing and application development. MySQL is known for its high performance, scalability and cross-platform support, suitable for data management needs, while other languages have advantages in their respective fields such as data analytics, enterprise applications, and system programming.

MySQL is worth learning because it is a powerful open source database management system suitable for data storage, management and analysis. 1) MySQL is a relational database that uses SQL to operate data and is suitable for structured data management. 2) The SQL language is the key to interacting with MySQL and supports CRUD operations. 3) The working principle of MySQL includes client/server architecture, storage engine and query optimizer. 4) Basic usage includes creating databases and tables, and advanced usage involves joining tables using JOIN. 5) Common errors include syntax errors and permission issues, and debugging skills include checking syntax and using EXPLAIN commands. 6) Performance optimization involves the use of indexes, optimization of SQL statements and regular maintenance of databases.

MySQL is suitable for beginners to learn database skills. 1. Install MySQL server and client tools. 2. Understand basic SQL queries, such as SELECT. 3. Master data operations: create tables, insert, update, and delete data. 4. Learn advanced skills: subquery and window functions. 5. Debugging and optimization: Check syntax, use indexes, avoid SELECT*, and use LIMIT.

MySQL efficiently manages structured data through table structure and SQL query, and implements inter-table relationships through foreign keys. 1. Define the data format and type when creating a table. 2. Use foreign keys to establish relationships between tables. 3. Improve performance through indexing and query optimization. 4. Regularly backup and monitor databases to ensure data security and performance optimization.

MySQL is an open source relational database management system that is widely used in Web development. Its key features include: 1. Supports multiple storage engines, such as InnoDB and MyISAM, suitable for different scenarios; 2. Provides master-slave replication functions to facilitate load balancing and data backup; 3. Improve query efficiency through query optimization and index use.

SQL is used to interact with MySQL database to realize data addition, deletion, modification, inspection and database design. 1) SQL performs data operations through SELECT, INSERT, UPDATE, DELETE statements; 2) Use CREATE, ALTER, DROP statements for database design and management; 3) Complex queries and data analysis are implemented through SQL to improve business decision-making efficiency.

The basic operations of MySQL include creating databases, tables, and using SQL to perform CRUD operations on data. 1. Create a database: CREATEDATABASEmy_first_db; 2. Create a table: CREATETABLEbooks(idINTAUTO_INCREMENTPRIMARYKEY, titleVARCHAR(100)NOTNULL, authorVARCHAR(100)NOTNULL, published_yearINT); 3. Insert data: INSERTINTObooks(title, author, published_year)VA


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

DVWA
Damn Vulnerable Web App (DVWA) is a PHP/MySQL web application that is very vulnerable. Its main goals are to be an aid for security professionals to test their skills and tools in a legal environment, to help web developers better understand the process of securing web applications, and to help teachers/students teach/learn in a classroom environment Web application security. The goal of DVWA is to practice some of the most common web vulnerabilities through a simple and straightforward interface, with varying degrees of difficulty. Please note that this software

Zend Studio 13.0.1
Powerful PHP integrated development environment

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

mPDF
mPDF is a PHP library that can generate PDF files from UTF-8 encoded HTML. The original author, Ian Back, wrote mPDF to output PDF files "on the fly" from his website and handle different languages. It is slower than original scripts like HTML2FPDF and produces larger files when using Unicode fonts, but supports CSS styles etc. and has a lot of enhancements. Supports almost all languages, including RTL (Arabic and Hebrew) and CJK (Chinese, Japanese and Korean). Supports nested block-level elements (such as P, DIV),

PhpStorm Mac version
The latest (2018.2.1) professional PHP integrated development tool