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Choosing Right Open Source Database
开源数据库的世界势不可挡。有几十种类型的数据库——关系数据库管理系统、时间序列、图表、文档等——更不用说每种类型中的几十种软件选项了。全世界的开源数据库公司都在争抢我们的注意力。在这次谈话中,我们将提炼出这种疯狂。我将概述开放源代码数据库的类型、用例和生态系统中的关键参与者。
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1 . Choosing Right Open Source Database Peter Zaitsev, CEO September 5th, 2018 Percona Technical Webinars © 2018 Percona. 1
2 .Open Source Databases You do not need convincing to chose Open Source Database ? © 2018 Percona. 2
3 .DB-Engines Ranking © 2018 Percona. 3
4 .Open Source vs Commercial © 2018 Percona. 4
5 .Stack Overflow Developers Survey Source: https://insights.stackoverflow.com/survey/2018/ © 2018 Percona. 5
6 .Choose Database or Databases ? There is no perfect database for every use case Engineering Tradeoffs Ensure It Large Applications often built using Multiple Databases “Polyglot Persistence” © 2018 Percona. 6
7 .Things to Consider Majority of applications are not Google or Facebook Majority of companies does not have their Team and Resources Their approaches might not be Fit for You © 2018 Percona. 7
8 .Limit yourself Start with one Database Technology Add more technologies when Absolutely Essential © 2018 Percona. 8
9 .There is © 2018 Percona. 9
10 .What is Good for you ? Boring is Good Boring = Proven Proven = Less Problems © 2018 Percona. 10
11 .So ? How Do I chose small number of boring but popular Open Source Databases to build my application in non-Facebook Way ? © 2018 Percona. 11
12 .Buzz Words Relational No-SQL NewSQL (SQL) Multi- Big Data Model © 2018 Percona. 12
13 .Popular NoSQL Categories Key Value Store • Redis Document Store • MongoDB Wide Column Store • Cassandra Search Engine • Elastic Graph • Neo4j Time Series • InfluxDB © 2018 Percona. 13
14 .Cross-Polynation MySQL, PostgreSQL add Document Storage Support Many databases provide SQL or SQL- like language support © 2018 Percona. 14
15 .Relational Databases © 2018 Percona. 15
16 .Relational: SQL © 2018 Percona. 16
17 .Relational Variants • Good for reading few data points Row Store • Easy to modify data • Conventional “Web” Applications Column • Good for mass data analyses • Data best modified in bulks Store • Reporting/Analytics © 2018 Percona. 17
18 .Document Data Model Example Source: https://www.tutorialspoint.com/mongodb/mongodb_insert_document.htm © 2018 Percona. 18
19 .Other Questions “Disk” vs “Memory” Single Node vs Distributed © 2018 Percona. 19
20 .Q1: Application Data Model What Database your application Data Model and Operations Bests maps to ? © 2018 Percona. 20
21 .Not too Obvious Things to Consider Application Life Cycle and Development Process © 2018 Percona. 21
22 .Q2: Scale © 2018 Percona. 22
23 .Understanding Scaling Any Technology Scales, Just with different efficiency and amount of pain © 2018 Percona. 23
24 .Q3: It is not just about development Technology Long Term Viability Availability of Commercial Support Corporate Policies Compliance (Security, Auditing etc) © 2018 Percona. 24
25 .Understanding Open Source © 2018 Percona. 25
26 .I am not a Lawyer This is my general understanding, do not expect 100% correctness of every legal detail. Also laws are different worldwide © 2018 Percona. 26
27 .Free Software - 4 Freedoms • The freedom to run the program as you wish, for any purpose (freedom 0). • The freedom to study how the program works, and change it so it does your computing as you wish (freedom 1). Access to the source code is a precondition for this. • The freedom to redistribute copies so you can help others (freedom 2). • The freedom to distribute copies of your modified versions to others (freedom 3). By doing this you can give the whole community a chance to benefit from your changes. Access to the source code is a precondition for this. © 2018 Percona. 27
28 .Open Source Licenses https://en.wikipedia.org/wiki/Permissive_software_licence © 2018 Percona. 28
29 .Open Source License Restrictive •Restrict non Open Source Licenses (GPL, AGPL) Distribution of Derivative work Permissive •Can re-license Derivative work Licenses (BSD, Apache 2.0, MIT) as Proprietary License © 2018 Percona. 29