postgres-XL集群安装
postgres-xl是个好东西?为什么呢?
postgres-xl基于postgresql数据库, postgres可以吊打很多数据库.
它可以搞oltp, 抗衡mysql, mysql没有分析函数功能
它可以搞oltp, 抗衡oracle, oracle生态弱, 没法实时
它对json支持好, 抗衡mongodb, mongodb用得人越来越少了。。。
它还恐怖地支持各种语言扩展, java, javascript, r, python, haskell。。。
并且开源免费,简单强大的没朋友。。。
postgres-xl是postgresql MPP集群版, 继续吊打大数据数据库...
它比greenpulm版本新: 它跟greenpulm本是一家人,都是MPP架构的postgresql集群
但是原生改造, 版本基本上与postgresql一致, greenpulm的版本升不动啊。。。它比oracle RAC/Teradata便宜,免费使用
它比hadoop省资源,没有GC,基于C语言资源利用率高,并且生态圈丰富,可视化方便
它出道早,版本稳定性强。
既然这么优秀,那么我们简单介绍一下,尤其是它在大数据方面的应用
postgres-xl分为以下组件:
a. gtm 负责全局事务
b. coordinator 处理分发执行
c. datanode 负责底层处理
datanode跟coordinator都 连接到gtm,
客户端连接到coordinator运行sql,
coordinator使用gtm进行一些事务功能分发给datanode执行
大数据的发展方向
什么是MPP?
MPP (Massively Parallel Processing),即大规模并行处理,是分布式、并行、结构化数据库集群,具备高性能、高可用、高扩展特性,可以为超大规模数据管理提供高性价比的通用计算平台,广泛用于支撑各类数据仓库系统、BI 系统。
MPP架构特征:
•任务并行执行
•数据分布式存储(本地化)
•分布式计算
•横向扩展
思考对比
Oracle集群的特点:每个节点全量存储
Mysql热备的特点:主从,每个节点全量存储
MPP--分布式关系数据库
GreenPlum:基于Postgres XL 8.2进行封装,多年没升级过。
Mysql Cluster:刚出来两年,稳定性和性能比较差。
Postgres XL 与 Postgres LL ,是Postgresql数据库两种集群模式,Postgres XL是当今主流MPP
Postgres XL 集群架构
GTM:Global Transaction Manager
Coordinator:协调器
Datanode:数据节点
GTM-Proxy:GTM代理器
组件介绍
Global Transaction Monitor (GTM)
全局事务管理器,确保群集范围内的事务一致性。 GTM负责发放事务ID和快照作为其多版本并发控制的一部分。
集群可选地配置一个备用GTM(GTM Standby),以改进可用性。此外,可以在协调器间配置代理GTM, 可用于改善可扩展性,减少GTM的通信量。
GTM Standby
GTM的备节点,在pgxc,pgxl中,GTM控制所有的全局事务分配,如果出现问题,就会导致整个集群不可用,为了增加可用性,增加该备用节点。当GTM出现问题时,GTM Standby可以升级为GTM,保证集群正常工作。
GTM-Proxy
GTM需要与所有的Coordinators通信,为了降低压力,可以在每个Coordinator机器上部署一个GTM-Proxy。
Coordinator
协调员管理用户会话,并与GTM和数据节点进行交互。协调员解析,产生查询计划,并给语句中的每一个组件发送下一个序列化的全局性计划。
通常此服务和数据节点部署在一起。
正式安装
Note: 其实在生产环境,如果你集群的数量少于20台的话,甚至可以不需要使用gtm-proxy
#1)System Initialization Optimization on every nodescat >> /etc/security/limits.conf << EOF* hard memlock unlimited* soft memlock unlimited* - nofile 65535EOFsetenforce 0sed -i 's/^SELINUX=.*$/SELINUX=disabled/' /etc/selinux/config systemctl stop firewalld.servicesystemctl disable firewalld.servicecat >/etc/hosts <>/etc/sudoers#######################################################################3)Configure ssh authentication to avoid inputing password for pgxc_ctl(run this commad on every nodes)######################################################################su - postgresssh-keygen -t rsa cat ~/.ssh/id_rsa.pub >> ~/.ssh/authorized_keyschmod 600 authorized_keyscat ~/.ssh/id_rsa.pub | ssh neo4j01 'cat >> ~/.ssh/authorized_keys'#############################################4)Install dependency packages on every nodes#############################################sudo yum install -y flex bison readline-devel zlib-devel openjade docbook-style-dsssl gcc bzip2 e2fsprogs-devel uuid-devel libuuid-devel make wget wget -c http://download.cashalo.com/schema/postgres-xl-9.5r1.6.tar.bz2 && tar jxf postgres-xl-9.5r1.6.tar.bz2cd postgres-xl-9.5r1.6./configure --prefix=/home/postgres/pgxl9.5 --with-uuid=ossp --with-uuid=ossp && make && make install && cd contrib/ && make && make install #5)Configuring environment variables on every nodes cat >>/home/postgres/.bashrc < Need to synchronize when original changed.#---- GTM ------------------------------------------------------------------------------------# GTM is mandatory. You must have at least (and only) one GTM master in your Postgres-XC cluster.# If GTM crashes and you need to reconfigure it, you can do it by pgxc_update_gtm command to update# GTM master with others. Of course, we provide pgxc_remove_gtm command to remove it. This command# will not stop the current GTM. It is up to the operator.#---- GTM Master -----------------------------------------------#---- Overall ----gtmName=gtm1gtmMasterServer=neo4j01gtmMasterPort=6666gtmMasterDir=$pgxlDATA/gtm1#---- Configuration ---gtmExtraConfig=none # Will be added gtm.conf for both Master and Slave (done at initilization only)gtmMasterSpecificExtraConfig=none # Will be added to Master's gtm.conf (done at initialization only)#---- GTM Slave -----------------------------------------------# Because GTM is a key component to maintain database consistency, you may want to configure GTM slave# for backup.#---- Overall ------gtmSlave=y # Specify y if you configure GTM Slave. Otherwise, GTM slave will not be configured and # all the following variables will be reset.gtmSlaveName=gtm2gtmSlaveServer=neo4j02 # value none means GTM slave is not available. Give none if you don't configure GTM Slave.gtmSlavePort=6666 # Not used if you don't configure GTM slave.gtmSlaveDir=$pgxlDATA/gtm2 # Not used if you don't configure GTM slave.# Please note that when you have GTM failover, then there will be no slave available until you configure the slave# again. (pgxc_add_gtm_slave function will handle it)#---- Configuration ----gtmSlaveSpecificExtraConfig=none # Will be added to Slave's gtm.conf (done at initialization only)#---- GTM Proxy -------------------------------------------------------------------------------------------------------# GTM proxy will be selected based upon which server each component runs on.# When fails over to the slave, the slave inherits its master's gtm proxy. It should be# reconfigured based upon the new location.## To do so, slave should be restarted. So pg_ctl promote -> (edit postgresql.conf and recovery.conf) -> pg_ctl restart## You don't have to configure GTM Proxy if you dont' configure GTM slave or you are happy if every component connects# to GTM Master directly. If you configure GTL slave, you must configure GTM proxy too.#---- Shortcuts ------gtmProxyDir=$pgxlDATA/gtm_proxy#---- Overall -------gtmProxy=n # Specify y if you conifugre at least one GTM proxy. You may not configure gtm proxies # only when you dont' configure GTM slaves. # If you specify this value not to y, the following parameters will be set to default empty values. # If we find there're no valid Proxy server names (means, every servers are specified # as none), then gtmProxy value will be set to "n" and all the entries will be set to # empty values.#gtmProxyNames=(gtm_pxy1 gtm_pxy2 gtm_pxy3 gtm_pxy4) # No used if it is not configured#gtmProxyServers=(neo4j01 neo4j02 neo4j03 neo4j04) # Specify none if you dont' configure it.#gtmProxyPorts=(6660 6666 6666 6666) # Not used if it is not configured.#gtmProxyDirs=($gtmProxyDir $gtmProxyDir $gtmProxyDir $gtmProxyDir) # Not used if it is not configured.#---- Configuration ----gtmPxyExtraConfig=none # Extra configuration parameter for gtm_proxy. Coordinator section has an example.gtmPxySpecificExtraConfig=(none none none none)#---- Coordinators ----------------------------------------------------------------------------------------------------#---- shortcuts ----------coordMasterDir=$pgxlDATA/coordcoordSlaveDir=$pgxlDATA/coord_slavecoordArchLogDir=$pgxlDATA/coord_archlog#---- Overall ------------coordNames=(coord1 coord2 coord3 coord4) # Master and slave use the same namecoordPorts=(5432 5432 5432 5432) # Master portspoolerPorts=(6667 6667 6667 6667) # Master pooler ports#coordPgHbaEntries=(192.168.29.0/24) # Assumes that all the coordinator (master/slave) acceptscoordPgHbaEntries=(0.0.0.0/0) # the same connection # This entry allows only $pgxcOwner to connect. # If you'd like to setup another connection, you should # supply these entries through files specified below.# Note: The above parameter is extracted as "host all all 0.0.0.0/0 trust". If you don't want# such setups, specify the value () to this variable and suplly what you want using coordExtraPgHba# and/or coordSpecificExtraPgHba variables.#coordPgHbaEntries=(::1/128) # Same as above but for IPv6 addresses#---- Master -------------coordMasterServers=(neo4j01 neo4j02 neo4j03 neo4j04) # none means this master is not availablecoordMasterDirs=($coordMasterDir $coordMasterDir $coordMasterDir $coordMasterDir)coordMaxWALsernder=0 # max_wal_senders: needed to configure slave. If zero value is specified, # it is expected to supply this parameter explicitly by external files # specified in the following. If you don't configure slaves, leave this value to zero.coordMaxWALSenders=($coordMaxWALsernder $coordMaxWALsernder $coordMaxWALsernder $coordMaxWALsernder) # max_wal_senders configuration for each coordinator.#---- Slave -------------coordSlave=n # Specify y if you configure at least one coordiantor slave. Otherwise, the following # configuration parameters will be set to empty values. # If no effective server names are found (that is, every servers are specified as none), # then coordSlave value will be set to n and all the following values will be set to # empty values.#coordSlaveSync=y # Specify to connect with synchronized mode.#coordSlaveServers=(node07 node08 node09 node06) # none means this slave is not available#coordSlavePorts=(20004 20005 20004 20005) # Master ports#coordSlavePoolerPorts=(20010 20011 20010 20011) # Master pooler ports#coordSlaveDirs=($coordSlaveDir $coordSlaveDir $coordSlaveDir $coordSlaveDir)#coordArchLogDirs=($coordArchLogDir $coordArchLogDir $coordArchLogDir $coordArchLogDir)#---- Configuration files---# Need these when you'd like setup specific non-default configuration# These files will go to corresponding files for the master.# You may supply your bash script to setup extra config lines and extra pg_hba.conf entries# Or you may supply these files manually.coordExtraConfig=coordExtraConfig # Extra configuration file for coordinators. # This file will be added to all the coordinators' # postgresql.conf# Pleae note that the following sets up minimum parameters which you may want to change.# You can put your postgresql.conf lines here.cat > $coordExtraConfig < postgres-XL 下存在两种数据表,分别是replication表和distribute表
REPLICATION复制表:各个datanode节点中,表的数据完全相同,也就是说,插入数据时,会分别在每个datanode节点插入相同数据。读数据时,只需要读任意一个datanode节点上的数据。小表采用。
建表语法:
postgres=# create table rep(col1 int,col2 int)distribute by replication;
DISTRIBUTE表 :会将插入的数据,按照拆分规则,分配到不同的datanode节点中存储,也就是sharding技术。每个datanode节点只保存了部分数据,通过coordinate节点可以查询完整的数据视图。分布式存储,大表采用,默认
postgres=# CREATE TABLE dist(col1 int, col2 int) DISTRIBUTE BY HASH(col1);
如何验证分布式存储?
分别插入100行数据:
postgres=# INSERT INTO rep SELECT generate_series(1,100), generate_series(101, 200);postgres=# INSERT INTO dist SELECT generate_series(1,100), generate_series(101, 200);
psql -p 5432,通过Coordinater 访问查询完整的数据视图;
psql -p 5433,5433是Datanode的端口,此时只访问该单个节点
如何链接到指定的数据库呢?看下面的例子
psql -p 5432 aa ,aa为指定的库名,不指定时默认是postgres库,相当于hive里的default库
查询这个分布表数据在每个节点的分布:
postgres=# SELECT xc_node_id, count(*) FROM dist GROUP BY xc_node_id; xc_node_id | count------------+------- -700122826 | 19 352366662 | 27 -560021589 | 23 823103418 | 31(4 rows)
查询每个节点的ID信息
postgres=# select * from pgxc_node;
我们再来看看复制表
postgres=# select xc_node_id,count(*) from rep group by xc_node_id; xc_node_id | count------------+------- -560021589 | 100(1 row)因为我们是在neo4j01节点上查询的,所以显示的id就是neo4j01节点的id;同理,如果我们是在其它节点查询的话那就显示其它节点的id。也就是说当我们查询复制表的时候,它只会走一个节点,不会走多个节点。针对这个特点,如果未来数据量很大,我们查询的时候,可以走负载均衡。
https://www.cnblogs.com/sfnz/p/7908380.html
Psql是PostgreSQL的一个命令行交互式客户端工具。PostgreSQL 一些命令、用法、语法,在Postgres xl集群都是通用的。