From a5d729a2586ad86ec92854445259e91d7ba3b530 Mon Sep 17 00:00:00 2001 From: LegGasai Date: Thu, 3 Oct 2024 12:16:17 +0800 Subject: [PATCH] blog: add raft config center (#892) --- blog/seata-raft-config-center.md | 1 + .../seata-raft-config-center.md | 231 ++++++++++++++++++ static/img/blog/seata-raft-config-center1.png | Bin 0 -> 32808 bytes static/img/blog/seata-raft-config-center2.png | Bin 0 -> 65134 bytes static/img/blog/seata-raft-config-center3.png | Bin 0 -> 153324 bytes static/img/blog/seata-raft-config-center4.png | Bin 0 -> 78358 bytes static/img/blog/seata-raft-config-center5.png | Bin 0 -> 56072 bytes 7 files changed, 232 insertions(+) create mode 100644 blog/seata-raft-config-center.md create mode 100644 i18n/zh-cn/docusaurus-plugin-content-blog/seata-raft-config-center.md create mode 100644 static/img/blog/seata-raft-config-center1.png create mode 100644 static/img/blog/seata-raft-config-center2.png create mode 100644 static/img/blog/seata-raft-config-center3.png create mode 100644 static/img/blog/seata-raft-config-center4.png create mode 100644 static/img/blog/seata-raft-config-center5.png diff --git a/blog/seata-raft-config-center.md b/blog/seata-raft-config-center.md new file mode 100644 index 0000000000..8f9293a8d5 --- /dev/null +++ b/blog/seata-raft-config-center.md @@ -0,0 +1 @@ +Placeholder. DO NOT DELETE. diff --git a/i18n/zh-cn/docusaurus-plugin-content-blog/seata-raft-config-center.md b/i18n/zh-cn/docusaurus-plugin-content-blog/seata-raft-config-center.md new file mode 100644 index 0000000000..82360e93f6 --- /dev/null +++ b/i18n/zh-cn/docusaurus-plugin-content-blog/seata-raft-config-center.md @@ -0,0 +1,231 @@ +--- +title: Seata Raft模式配置中心 +author: 蒋奕晨-清华大学,Seata 开源之夏学生参与者 +description: 在本文中,我将分享基于Raft和RocksDB设计的Seata配置中心和使用方式。 +date: 2024/09/19 +keywords: [seata,分布式事务,配置中心,Raft,RocksDB] +--- + +# 1. 项目背景 +目前seata支持丰富的第三方配置中心,但是考虑使用的便捷性同时为了降低使用seata的门槛,在seata-server利用现有的sofa-jraft+rocksdb构建一个配置中心功能,seata-client直接与seata-server通信,获取seata相关的配置,不需要再去第三方配置中心读取,实现配置中心自闭环。 + + +# 2. 设计说明 +## 2.1 配置中心 + +在现有的第三方配置中心实现中,Client端和Server端对于配置中心是解耦的,Client端和Server端直接通过`Configuration`实例获取配置项,且`Configuration`对于Client端和Server端的初始化行为是一致的,都是先连接到配置中心中间件然后获取配置,以及添加监听器等。 +![img](/img/blog/seata-raft-config-center1.png) + +当使用Raft的实现配置中心后,由于所有的配置项信息是保存在Server端的,因此初始化`Configuration`实例时对于Client端和Server端的行为是**不一致**的。 + +此外为保证和原来配置中心的逻辑相同,Client端和Server端获取配置项依旧统一从`RaftConfiguration`实例中获取,不直接和RocksDB进行交互。 +![img](/img/blog/seata-raft-config-center2.png) + + + +![img](/img/blog/seata-raft-config-center3.png) + +`RaftConfiguration`分为Server端和Client端,按照启动环境返回不同配置实例。 + +```Java +public class RaftConfigurationProvider implements ConfigurationProvider { + @Override + public Configuration provide() { + String applicationType = System.getProperty(APPLICATION_TYPE_KEY); + if (APPLICATION_TYPE_SERVER.equals(applicationType)){ + return RaftConfigurationServer.getInstance(); + }else{ + return RaftConfigurationClient.getInstance(); + } + } +} + +@SpringBootApplication(scanBasePackages = {"org.apache.seata"}) +public class ServerApplication { + public static void main(String[] args) throws IOException { + System.setProperty(APPLICATION_TYPE_KEY, APPLICATION_TYPE_SERVER); + // run the spring-boot application + SpringApplication.run(ServerApplication.class, args); + } +} +``` + + +## 2.2 配置存储模块 +![img](/img/blog/seata-raft-config-center4.png) +### 抽象设计 + +为了未来支持和拓展更多的KV内存键值对数据库(如LevelDB,Caffeine),现抽象一个`ConfigStoreManager`接口以及抽象类`AbstractConfigStoreManager`,提供如下公共方法: + +- Get:获取指定namespace,dataId中名为key的单一配置项 +- GetAll:获取指定namespace,dataId中全部配置项 +- Put:新增/修改指定namespace,dataId中某一配置项`` +- Delete:删除指定namespace,dataId中名为key的配置项 +- DeleteAll:删除指定namespace,dataId中全部配置项 +- Clear:清空所有配置 +- GetAllNamespaces:获取所有命名空间 +- GetAllDataIds:获取指定namespace下的所有配置dataIds +- ... + +ConfigStoreManagerFactory、ConfigStoreManagerProvider.java:使用SPI机制实现的配置存储工厂类和提供者。 +### 配置监听 + +Server端和Client端配置中心需要监听配置项的变化。 + +在Server端,由于配置本身存储在Server端,我们直接拦截配置变更的方法即可。我们在抽象接口中定义了`addConfigListener`、`removeConfigListener`方法用户添加和删除配置监听器。监听的逻辑由具体的实现类负责。 + +在`RocksDBConfigStoreManager`中,定义了`notifyConfigChange`方法来触发监听,当调用写相关操作时(如Put、Delete)触发该方法来通知配置的变更。从而触发回调事件通知Server端配置中心。 + +在Client端,我们定义了**配置版本号**和**长连接机制**来实现配置的监听。具体的Client端在启动时,与Server建立长连接并定期刷新该连接。Server端内部维护一个`watchMap`存放所有客户端的监听信息。每当Raft状态机执行配置更新的操作会发送一个`ApplicationEvent`事件,该事件被`ClusterConfigWatcherManager`监听,从而通知`watchMap`中所有客户端配置变更。此外使用了配置版本号来优化实现,在建立长连接时,客户端需要传入版本号,当版本号低于Server端对应配置的版本号时直接返回最新配置。反之,若Server端配置版本号低于本地,则Client端认为该Server的配置已经过期(可能宕机或集群发生脑裂)会重试请求集群中其他的节点。 + +### 多租户方案 + +在Seata-Server端存放配置时,需要实现多租户的配置隔离,要求不同租户间的配置是相互独立、物理/逻辑上是隔离的。 + +首先调研了业内使用RocksDB的开源项目的实现,总结如下。 +1. JRaft,单RocksDB实例,两个列族,一个用来存Raft条目,一个用来存元信息。 +2. TiKV,两个RocksDB实例,分别为raftDB,kvDB。kvDB中使用了多个列族存放元数据,用户数据,锁数据等。 +3. Pika,为每个数据结构(String,Hash,List,Set,Zset等)创建了一个RocksDB实例,每个RocksDB实例分别用多个列族存储数据,比如Data、Meta + + +考虑到无法提前知道租户数量(无法在启动时创建指定数量的RocksDB),因此使用单个RocksDB实例,多列族存储。不同租户使用`namespace`区分,在Rocksdb中通过列族(ColumnFamily)进行逻辑隔离,一个namespace对应一个列族。列族相当于关系型数据库中表的概念。在配置的增删改查时指定namespace操作具体的列族,实现多租户的隔离。此外名为`config_version`的列族是内置的,用于对现有的配置进行版本号跟踪。 +![img](/img/blog/seata-raft-config-center5.png) +# 3. 使用方式 +## 3.0 准备配置文件 + +首先准备好配置文件,具体可以参考:[配置文件示例](https://github.com/apache/incubator-seata/blob/2.x/script/config-center/config.txt)。 +并将配置文件置于Seata server项目资源目录下。 + +## 3.1 Server端配置 + +在 **[application.yml](https://github.com/apache/incubator-seata/blob/develop/script/client/spring/application.yml)** 中加入Raft配置中心配置,其余[配置参考](https://seata.apache.org/zh-cn/docs/next/user/configurations) + +```YAML +config: + # support: nacos, consul, apollo, zk, etcd3, raft + type: raft + raft: + db: + type: rocksdb # db类型,目前只支持rocksdb + dir: configStore # db文件存储目录 + destroy-on-shutdown: false #应用关闭时是否清除db文件, 默认false + namespace: 'default' # 命名空间 + dataId: 'seata.properties' # 配置文件id + file: + name: 'file' # 初始配置文件名 + +server: + raft: + group: default #此值代表该raft集群的group,client的事务分组对应的值要与之对应 + server-addr: 192.168.241.1:9091, 192.168.241.2:9091 ,192.168.241.3:9091 # 其他Raft节点的ip和端口,端口为该节点的netty端口+1000,默认netty端口为8091 + snapshot-interval: 600 # 600秒做一次数据的快照,以便raftlog的快速滚动,但是每次做快照如果内存中事务数据过多会导致每600秒产生一次业务rt的抖动,但是对于故障恢复比较友好,重启节点较快,可以调整为30分钟,1小时都行,具体按业务来,可以自行压测看看是否有抖动,在rt抖动和故障恢复中自行找个平衡点 + apply-batch: 32 # 最多批量32次动作做一次提交raftlog + max-append-bufferSize: 262144 #日志存储缓冲区最大大小,默认256K + max-replicator-inflight-msgs: 256 #在启用 pipeline 请求情况下,最大 in-flight 请求数,默认256 + disruptor-buffer-size: 16384 #内部 disruptor buffer 大小,如果是写入吞吐量较高场景,需要适当调高该值,默认 16384 + election-timeout-ms: 1000 #超过多久没有leader的心跳开始重选举 + reporter-enabled: false # raft自身的监控是否开启 + reporter-initial-delay: 60 # 监控的区间间隔 + serialization: jackson # 序列化方式,不要改动 + compressor: none # raftlog的压缩方式,如gzip,zstd等 + sync: true # raft日志的刷盘方式,默认是同步刷盘 +``` + +在Seata-Server下,需要一个**初始配置文件**作为Server端的配置文件(也就是上一步所述的配置文件),`file.name`配置项需要和该文件名保持一致。在Server初次启动时,会将该配置文件作为Raft配置中心的初始配置。目前支持的文件类型有:conf、yaml、properties、txt。 + +> 注意:Raft集群内节点的**初始配置文件**需要保持一致。 + +## 3.2 控制台配置管理界面 +当Server端使用**Raft模式**的配置中心后,可通过在[Seata Console](http://127.0.0.1:7091)中内置的配置管理页面,进行配置中心的管理。用户可以通过在该页面对存储于Seata-Server集群的配置进行增删改查,注意该操作是对于集群生效的,因此可以在集群中的**任意节点**进行修改,所有操作会通过Raft在集群内进行同步。 + +> 注意:该配置管理页面仅在配置中心为**Raft模式**下开启,对其他类型的配置中心不开放。 + +### 3.2.1 配置隔离 + +Raft配置中心提供了**namespace命名空间**的机制来实现多租户的配置隔离。不同**namespace**下的配置通过底层存储机制实现逻辑隔离。在同一**namespace**下可以有多套配置文件,不同的配置文件用**dataId**进行区分。一套配置以**namespace**和**dataId**来唯一标识。 + +例如: + +- namespace=default(默认),dataId=seata.properties(默认) + +- namespace=dev,dataId=seata-server.properties,dataId=seata-client.yaml + +- namespace=prop,dataId=seata-server.properties,dataId=seata-client.txt + + +![](https://c05j6bovqhh.feishu.cn/space/api/box/stream/download/asynccode/?code=OGQ0ODg0MDY4NGY0MWUxMjA4NmFmZWJkMjI3ZGYzYjdfRm1GdGN0akwyR2lSOVRoV0cyTE5kREF1V29KRG91WUJfVG9rZW46WEQ0emJmZFpCb1FLWW94R0lzRGNHcDJsbkZjXzE3MjY3Mjc1NTE6MTcyNjczMTE1MV9WNA) + + + +### 3.2.2 配置上传 + +在Sever启动时,Server端配置的初始文件会自动上传到配置中心。此外用户还可以通过点击"上传(Upload)"按钮上传配置文件到指定的**namespace**和**dataId。** +当配置上传到Server端配置中心后,Client端就可以通过**namespace**和**dataId**来获取具体的配置文件了。 + +![](https://c05j6bovqhh.feishu.cn/space/api/box/stream/download/asynccode/?code=M2M3Nzg1NzQxZDcyMGY0NWI3YTVjOWFlMGUzNWQ4MzZfZ1o2czRxWDJ2b2ZOeXZxWmN2bUQxMUJJeGhicGlaMnNfVG9rZW46Qk5iZmJOWFBIb1NzWlR4QU5rZGNibUxUblNjXzE3MjY3Mjc1NTE6MTcyNjczMTE1MV9WNA) + +目前支持上传的配置文件类型有:txt、text、yaml、properties类型。具体的配置文件可参考示例:[配置文件示例](https://github.com/apache/incubator-seata/blob/2.x/script/config-center/config.txt) + +### 3.2.3 配置查询 + +选择**namespace**和**dataId**后,可点击"**搜索(Search)**"按钮查询该配置下的所有配置项信息。 + +配置以配置项列表的形式呈现,每一行都代表一个配置项,以**Key**和**Value**展示。 + +![](https://c05j6bovqhh.feishu.cn/space/api/box/stream/download/asynccode/?code=MDY0NzQ0ODkyNjlmYTYzYTE2MmVkZmNkODRiOGUwMzdfVXdKbTBoY2FjN3hmUzRHRW11UWZMYnlRVXZ2VVAyd29fVG9rZW46T0FqSGJaaFBhb0p1ZDB4OVVYdGNZOUVLbk1mXzE3MjY3Mjc1NTE6MTcyNjczMTE1MV9WNA) + +### 3.2.4 配置删除 + +当不再需要某一套配置时,用户可以删除指定**namespace**和**dataId**的配置数据。 + +注意该操作一旦完成,会清空该配置下的所有配置项信息,且无法恢复。请避免删除正在使用中的配置。 + +![](https://c05j6bovqhh.feishu.cn/space/api/box/stream/download/asynccode/?code=ZjM2ZGVhMjUyYWQ4MzRhNDI2NzI0ZjIzM2RiZmZhNjRfaTBpTHdOWFduMmlUb0pBZEJrRm91bU1vclRFVU9lY0dfVG9rZW46Q2RyY2JaY1hnb2l6eEF4RFlMcWNoRXdUbmhlXzE3MjY3Mjc1NTE6MTcyNjczMTE1MV9WNA) + +### 3.2.5 配置修改 + +在配置项列表中,用户可以对该配置下的某个配置项进行**新增**、**修改**或**删除**操作。操作成功后Server端和Client端会及时收到配置变更,从而获取到最新的值。 + +- **新增:在当前配置下添加配置项**。 + + +![](https://c05j6bovqhh.feishu.cn/space/api/box/stream/download/asynccode/?code=OThmMGNlNjBkZmE0YjE5NzdlYTVmNTczY2M1NjVkZThfSTA5UlpQSGFEbkRpdmRTeDZhejM0TFNzWGlmTERsUUFfVG9rZW46RmtwUGJoMThPb3VJNWp4SjR1TWNnUmUzbkx6XzE3MjY3Mjc1NTE6MTcyNjczMTE1MV9WNA) + +- **修改:修改指定配置项的值。** + + +![](https://c05j6bovqhh.feishu.cn/space/api/box/stream/download/asynccode/?code=ZDAzMDJkMGE5MmY1NWE4ZGI1ZDVmNjUwYjIwOWJhYjZfRHNIRkRLMEM0UXM1dm1qWHlYbjNEdEhBWVZlMGRYTVVfVG9rZW46TEdJZWJtTjY3b0c1NlV4a3IzSGM4U2pObjFlXzE3MjY3Mjc1NTE6MTcyNjczMTE1MV9WNA) + +- **删除:删除指定的配置项**。 + + +![](https://c05j6bovqhh.feishu.cn/space/api/box/stream/download/asynccode/?code=Y2M2ZTkyMjAwNWZhYzYzYjFhZTBkYjQ4NThhYTBlMzhfdkxWUUpQWG9ha2VSdXp5OW5sNVV6cHRtRGduVHc3bHpfVG9rZW46TkpqYmJVeU9Fb0ptNkx4U2gzdGNRaThNbldmXzE3MjY3Mjc1NTE6MTcyNjczMTE1MV9WNA) + + + +## 3.3 Client端配置 + +Client需要添加如下的配置项。其中`raft.server-addr`需要和**Server端Raft集群的IP地址列表**一致。 + +```YAML +config: + type: raft # Raft模式 + raft: + server-addr: 192.168.241.1:7091, 192.168.241.2:7091 ,192.168.241.3:7091 # 配置raft相关元数据的获取地址 + username: 'seata' # 鉴权 + password: 'seata' # 鉴权 + db: + namespace: 'default' # 命名空间 + dataId: 'seata.properties' # 配置文件Id +``` + +此外,client需要引入**HttpClient**依赖,用于通过Http请求向Seata-Server集群获取配置信息 + +```YAML + + org.apache.httpcomponents + httpclient + +``` + +配置完成后,Client应用启动时就会从`raft.server-addr`配置的Server中订阅并获取指定**namespace**和**dataId**的配置,并通过监听机制在配置发生变更时获取获取最新配置。 diff --git a/static/img/blog/seata-raft-config-center1.png b/static/img/blog/seata-raft-config-center1.png new file mode 100644 index 0000000000000000000000000000000000000000..e3f3a2beab0231ab03ab777aeb903da9bdd8c757 GIT binary patch literal 32808 zcmd431yEJ**FSm;EEEetP(Y;wq(nd(=}{ey1S&2?(Xi6|Jujj z`=2{=XWsWeckZ3JXTCGv!`XX3`&qr#XRSwf2{FMN*YK~QP^cTiLVQvv)I~}Z>RjcO zOYnTP7c!H=t``ZnB5(&Ttet$A!rElAm3-Awa5`c|C%hQ70IZ?4lM!ywg<3a)09 zlwM~i`WB1Z(iRKDMJx>ei0}x1X(M&--k6e{+zXrMt;oAiPfz`^(QD)qtFT%HR#a4+ z?yOuDZ5x}8nOrhDZCoMzca<03_pAJLHYzZ@M7Y3F#xr64!;60`S?PB7Bj1_w4oK%L 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