环境说明:

两台虚拟机,IP地址分别为:192.168.81.100和192.168.81.101
虚拟机系统为:CentOS 7.5
Redis为yum安装,版本为3.2
系统环境:关闭firewalld
Redis Cluster集群节点包括:192.168.81.101机器的9000.9001,9002端口运行的redis-server以及192.168.81.100机器的9000.9001,9002端口运行的redis-server

步骤:

1.Ruby环境准备

官网下载Ruby源码包,解压,编译,安装,进行软链接

2.Ruby环境安装redis模块

[root@mysql ruby_package]# ruby -v              # ruby安装完成,查看版本
ruby 2.3.7p456 (2018-03-28 revision 63024) [x86_64-linux]
[root@mysql ruby_package]# gem install redis # 安装ruby操作redis模块
Successfully installed redis-4.0.2
Parsing documentation for redis-4.0.2
Done installing documentation for redis after 0 seconds
1 gem installed
[root@mysql ruby_package]# gem list -- check # 查看ruby环境已经安装的模块 *** LOCAL GEMS *** bigdecimal (1.2.8)
did_you_mean (1.0.0)
io-console (0.4.5)
json (1.8.3.1)
minitest (5.8.5)
net-telnet (0.1.1)
power_assert (0.2.6)
psych (2.1.0.1)
rake (10.4.2)
rdoc (4.2.1)
redis (4.0.2, 3.3.0)
test-unit (3.1.5)

3.获取redis-trib.rb工具

[root@mysql ruby_package]# rz       # 从Redis官网下载Redis安装包,并上传到虚拟机中
rz waiting to receive.
Starting zmodem transfer. Press Ctrl+C to cancel.
Transferring redis-3.2.12.tar.gz...
100% 1515 KB 1515 KB/sec 00:00:01 0 Errors [root@mysql ruby_package]# ls
redis-3.2.12.tar.gz ruby-2.3.7 ruby-2.3.7.tar.gz rubygems-2.7.7.zip
[root@mysql ruby_package]# tar xf redis-3.2.12.tar.gz # 对Redis安装包进行解压
[root@mysql ruby_package]# ls
[root@mysql ruby_package]# cd redis-3.2.12/src # 进入Redis目录的src目录下
[root@mysql src]# ls
adlist.c asciilogo.h crc64.h help.h Makefile.dep quicklist.h release.c setproctitle.c t_hash.c zipmap.c
adlist.h bio.c db.c hyperloglog.c memtest.c rand.c replication.c sha1.c t_list.c zipmap.h
ae.c bio.h debug.c intset.c mkreleasehdr.sh rand.h rio.c sha1.h t_set.c zmalloc.c
ae_epoll.c bitops.c debugmacro.h intset.h multi.c rdb.c rio.h slowlog.c t_string.c zmalloc.h
ae_evport.c blocked.c dict.c latency.c networking.c rdb.h scripting.c slowlog.h t_zset.c
ae.h cluster.c dict.h latency.h notify.c redisassert.h sdsalloc.h solarisfixes.h util.c
ae_kqueue.c cluster.h endianconv.c lzf_c.c object.c redis-benchmark.c sds.c sort.c util.h
ae_select.c config.c endianconv.h lzf_d.c pqsort.c redis-check-aof.c sds.h sparkline.c valgrind.sup
anet.c config.h fmacros.h lzf.h pqsort.h redis-check-rdb.c sentinel.c sparkline.h version.h
anet.h crc16.c geo.c lzfP.h pubsub.c redis-cli.c server.c syncio.c ziplist.c
aof.c crc64.c geo.h Makefile quicklist.c redis-trib.rb server.h testhelp.h ziplist.h
[root@mysql src]# cp redis-trib.rb /usr/bin # 把redis-trib.rb拷贝到/usr/bin目录下
[root@mysql src]# redis-trib.rb # 查看redis-trib.rb的帮助文档
Usage: redis-trib <command> <options> <arguments ...> create mysql:port1 ... hostN:portN
--replicas <arg>
check host:port
info host:port
fix host:port
--timeout <arg>
reshard host:port
--from <arg>
--to <arg>
--slots <arg>
--yes
--timeout <arg>
--pipeline <arg>
rebalance host:port
--weight <arg>
--auto-weights
--use-empty-masters
--timeout <arg>
--simulate
--pipeline <arg>
--threshold <arg>
add-node new_host:new_port existing_host:existing_port
--slave
--master-id <arg>
del-node host:port node_id
set-timeout host:port milliseconds
call host:port command arg arg .. arg
import host:port
--from <arg>
--copy
--replace
help (show this help) For check, fix, reshard, del-node, set-timeout you can specify the host and port of any working node in the cluster.

4.在192.168.81.101虚拟机上创建配置文件,并非常用启动Redis server

[root@mysql ~]# ps aux | grep redis-server
root 1684 0.0 0.0 112664 972 pts/0 R+ 11:44 0:00 grep --color=auto redis-server
[root@mysql ~]# cd /opt/config/
[root@mysql config]# ls
redis_7000.conf redis_7001.conf redis_7002.conf
[root@mysql config]# sed 's/7000/9000/g' redis_7000.conf > redis_9000.conf # 创建redis_9000.conf配置文件
[root@mysql config]# sed 's/7000/9001/g' redis_7000.conf > redis_9001.conf # 创建redis_9001.conf配置文件
[root@mysql config]# sed 's/7000/9002/g' redis_7000.conf > redis_9002.conf # 创建redis_9002.conf配置文件
[root@mysql config]# redis-server /opt/config/redis_9000.conf # 指定配置文件,启动redis-server
[root@mysql config]# redis-server /opt/config/redis_9001.conf # 指定配置文件,启动redis-server
[root@mysql config]# redis-server /opt/config/redis_9002.conf # 指定配置文件,启动redis-server
[root@mysql config]# ps aux | grep redis-server # 查看已经启动的redis-server
root 1948 0.2 0.3 142916 7572 ? Ssl 12:21 0:02 redis-server 0.0.0.0:9002 [cluster]
root 1952 0.2 0.3 142916 7560 ? Ssl 12:21 0:02 redis-server 0.0.0.0:9001 [cluster]
root 1964 0.2 0.3 142916 7356 ? Ssl 12:21 0:02 redis-server 0.0.0.0:9000 [cluster]
root 6640 0.0 0.0 112664 972 pts/1 R+ 12:42 0:00 grep --color=auto redis-server
[root@mysql config]# cat redis_9000.conf # redis_9000.conf配置文件内容
port 9000
bind 0.0.0.0
daemonize yes
dir '/var/lib/redis'
logfile '/var/log/redis/redis_9000.log'
dbfilename 'redis_9000.data'
cluster-enabled yes
cluster-config-file nodes-9000.conf
cluster-require-full-coverage no
[root@mysql config]# redis-cli -p 9000 cluster nodes # 查看集群中节点的信息,都只显示自身节点
5eba129e4f4a4be2ffe630fe9fac19ba30f5b419 :9000 myself,master - 0 0 0 connected
[root@mysql config]# redis-cli -p 9001 cluster nodes # 查看集群中节点的信息,都只显示自身节点
32d2d969c41f4af646b1052f10d69fd29510f3e4 :9001 myself,master - 0 0 0 connected
[root@mysql config]# redis-cli -p 9002 cluster nodes # 查看集群中节点的信息,都只显示自身节点
6c43b4ddfeaeb3030af397e7469bb0d0b7673979 :9002 myself,master - 0 0 0 connected 使用同样的步骤,在192.168.81.100虚拟机上生成配置文件:redis_9000.conf,redis_9001.conf,redis_9002.conf

5.在192.168.81.101虚拟机上使用redis-trib.rb工具构建集群

[root@mysql config]# redis-trib.rb create --replicas 1 127.0.0.1:9000 127.0.0.1:9001 127.0.0.1:9002 192.168.81.100:9000 192.168.81.100:9001 192.168.81.100:9002         # 构建集群,replicas后的参数为集群的节点
>>> Creating cluster
>>> Performing hash slots allocation on 6 nodes...
Using 3 masters: # 指定master
127.0.0.1:9000
192.168.81.100:9000
127.0.0.1:9001
Adding replica 192.168.81.100:9001 to 127.0.0.1:9000 # 为master添加slave
Adding replica 127.0.0.1:9002 to 192.168.81.100:9000
Adding replica 192.168.81.100:9002 to 127.0.0.1:9001
M: cf74b2d9570665b74525802462c74cf2e072ef99 127.0.0.1:9000
slots:0-5460 (5461 slots) master
M: fceba6001b95e2169ddd6622436b213324fe8f77 127.0.0.1:9001
slots:10923-16383 (5461 slots) master
S: 6f369311b0ca4c503f337c4bb23424eed3eeb188 127.0.0.1:9002
replicates cb8c114d44d289687798508232d31e0a065fdab5
M: cb8c114d44d289687798508232d31e0a065fdab5 192.168.81.100:9000
slots:5461-10922 (5462 slots) master
S: 71f5695dc1f4322c8ea9066d1b3cd8bb0ab7a329 192.168.81.100:9001
replicates cf74b2d9570665b74525802462c74cf2e072ef99
S: ac153a3c1fb10d9d502b153c32dec65c85b2f97c 192.168.81.100:9002
replicates fceba6001b95e2169ddd6622436b213324fe8f77
Can I set the above configuration? (type 'yes' to accept): yes
>>> Nodes configuration updated
>>> Assign a different config epoch to each node
>>> Sending CLUSTER MEET messages to join the cluster
Waiting for the cluster to join..........
>>> Performing Cluster Check (using node 127.0.0.1:9000)
M: cf74b2d9570665b74525802462c74cf2e072ef99 127.0.0.1:9000
slots:0-5460 (5461 slots) master
1 additional replica(s)
M: cb8c114d44d289687798508232d31e0a065fdab5 192.168.81.100:9000
slots:5461-10922 (5462 slots) master
1 additional replica(s)
S: 6f369311b0ca4c503f337c4bb23424eed3eeb188 127.0.0.1:9002
slots: (0 slots) slave
replicates cb8c114d44d289687798508232d31e0a065fdab5
M: fceba6001b95e2169ddd6622436b213324fe8f77 127.0.0.1:9001
slots:10923-16383 (5461 slots) master
1 additional replica(s)
S: ac153a3c1fb10d9d502b153c32dec65c85b2f97c 192.168.81.100:9002
slots: (0 slots) slave
replicates fceba6001b95e2169ddd6622436b213324fe8f77
S: 71f5695dc1f4322c8ea9066d1b3cd8bb0ab7a329 192.168.81.100:9001
slots: (0 slots) slave
replicates cf74b2d9570665b74525802462c74cf2e072ef99
[OK] All nodes agree about slots configuration.
>>> Check for open slots...
>>> Check slots coverage...
[OK] All 16384 slots covered.

需要注意的是:如果上面的操作中,一直阻塞在'Waiting for the cluster to join',则是因为meet操作阻塞,可以手动进行meet操作

具体步骤为:在当前虚拟机上另开启一个命令提示符,进行meet操作

[root@mysql ~]# redis-cli -p 9000 cluster meet 127.0.0.1 9001       # 192.168.81.101:9000端口运行的redis-server向192.168.81.101:9001端口运行的redis-server发送meet请求
OK
[root@mysql ~]# redis-cli -p 9000 cluster meet 127.0.0.1 9002 # 192.168.81.101:9000端口运行的redis-server向192.168.81.101:9001端口运行的redis-server发送meet请求
OK
[root@mysql ~]# redis-cli -p 9000 cluster meet 192.168.81.100 9002 # 192.168.81.101:9000端口运行的redis-server向192.168.81.100:9002端口运行的redis-server发送meet请求
OK
[root@mysql ~]# redis-cli -p 9000 cluster meet 192.168.81.100 9001 # 192.168.81.101:9000端口运行的redis-server向192.168.81.100:9001端口运行的redis-server发送meet请求
OK
[root@mysql ~]# redis-cli -p 9000 cluster meet 192.168.81.100 9000 # 192.168.81.101:9000端口运行的redis-server向192.168.81.100:9000端口运行的redis-server发送meet请求
OK
[root@mysql ~]# redis-cli -p 9000 cluster info # 查看集群的信息
cluster_state:ok # 状态为ok
cluster_slots_assigned:16384 # 标记的slot共有16384个
cluster_slots_ok:16384 # 已分配的slot有16384个
cluster_slots_pfail:0
cluster_slots_fail:0
cluster_known_nodes:6 # 当前集群共有6个节点
cluster_size:3
cluster_current_epoch:6
cluster_my_epoch:1
cluster_stats_messages_sent:1890
cluster_stats_messages_received:1890
[root@mysql ~]# redis-cli -p 9000 cluster nodes # 查看当前集群节点信息
cb8c114d44d289687798508232d31e0a065fdab5 192.168.81.100:9000 master - 0 1539751180759 4 connected 5461-10922
6f369311b0ca4c503f337c4bb23424eed3eeb188 127.0.0.1:9002 slave cb8c114d44d289687798508232d31e0a065fdab5 0 1539751183277 4 connected
fceba6001b95e2169ddd6622436b213324fe8f77 127.0.0.1:9001 master - 0 1539751181266 2 connected 10923-16383
ac153a3c1fb10d9d502b153c32dec65c85b2f97c 192.168.81.100:9002 slave fceba6001b95e2169ddd6622436b213324fe8f77 0 1539751182272 6 connected
71f5695dc1f4322c8ea9066d1b3cd8bb0ab7a329 192.168.81.100:9001 slave cf74b2d9570665b74525802462c74cf2e072ef99 0 1539751180255 5 connected
cf74b2d9570665b74525802462c74cf2e072ef99 127.0.0.1:9000 myself,master - 0 0 1 connected 0-5460

6.Redis Cluster扩容集群

6.1 在192.168.81.100虚拟机上准备新节点

[root@host1 config]# ls
add_slots.sh redis_9000.conf redis_9001.conf redis_9002.conf
[root@host1 config]# sed 's/9000/9003/g' redis_9000.conf > redis_9003.conf # 生成配置文件
[root@host1 config]# redis-server /opt/config/redis_9003.conf # 指定配置文件启动redis-server
[root@host1 config]# ps aux | grep redis-server # 查看redis-server的进程
root 2553 0.2 0.7 142904 7552 ? Ssl 12:23 0:12 redis-server 0.0.0.0:9000 [cluster]
root 2557 0.2 0.7 142904 7548 ? Ssl 12:23 0:13 redis-server 0.0.0.0:9001 [cluster]
root 2561 0.2 0.7 142904 7556 ? Ssl 12:23 0:13 redis-server 0.0.0.0:9002 [cluster]
root 2596 0.1 0.5 142904 5336 ? Ssl 13:53 0:00 redis-server 0.0.0.0:9003 [cluster]
root 2600 0.0 0.0 112648 964 pts/0 R+ 13:53 0:00 grep --color=auto redis-server

6.2 在192.168.81.101虚拟机上生成配置文件,手动扩容集群

[root@mysql config]# redis-cli -p 9000 cluster meet 127.0.0.1 9003          # 对新添加节点执行meet操作
OK
[root@mysql config]# redis-cli -p 9000 cluster meet 192.168.81.100 9003 # 对新添加节点执行meet操作
OK
[root@mysql config]# redis-cli -p 9000 cluster nodes # 查看集群节点信息
6f369311b0ca4c503f337c4bb23424eed3eeb188 127.0.0.1:9002 slave cb8c114d44d289687798508232d31e0a065fdab5 0 1539755696566 4 connected
ac153a3c1fb10d9d502b153c32dec65c85b2f97c 192.168.81.100:9002 slave fceba6001b95e2169ddd6622436b213324fe8f77 0 1539755699589 6 connected
71f5695dc1f4322c8ea9066d1b3cd8bb0ab7a329 192.168.81.100:9001 slave cf74b2d9570665b74525802462c74cf2e072ef99 0 1539755694553 5 connected
27266dcfd098dfe2a42361d6ab59edf8fb9f5413 192.168.81.100:9003 master - 0 1539755697570 7 connected
cb8c114d44d289687798508232d31e0a065fdab5 192.168.81.100:9000 master - 0 1539755694553 4 connected 5461-10922
fceba6001b95e2169ddd6622436b213324fe8f77 127.0.0.1:9001 master - 0 1539755698572 2 connected 10923-16383
cf74b2d9570665b74525802462c74cf2e072ef99 192.168.81.101:9000 myself,master - 0 0 1 connected 0-5460
2ff22acb1e006b9881abc80238e15b4e3fcefbef 127.0.0.1:9003 master - 0 1539755695560 0 connected
[root@mysql config]# redis-cli -p 9000 cluster info # 查看集群信息
cluster_state:ok
cluster_slots_assigned:16384
cluster_slots_ok:16384
cluster_slots_pfail:0
cluster_slots_fail:0
cluster_known_nodes:8
cluster_size:3
cluster_current_epoch:7
cluster_my_epoch:1
cluster_stats_messages_sent:11829
cluster_stats_messages_received:11829
[root@mysql config]# redis-cli -p 9003 cluster replicate 27266dcfd098dfe2a42361d6ab59edf8fb9f5413 # 新添加节点设置主从关系
OK
[root@mysql config]# redis-cli -p 9003 cluster nodes # 查看集群中节点信息
27266dcfd098dfe2a42361d6ab59edf8fb9f5413 192.168.81.100:9003 master - 0 1539756040013 7 connected
2ff22acb1e006b9881abc80238e15b4e3fcefbef 192.168.81.101:9003 myself,slave 27266dcfd098dfe2a42361d6ab59edf8fb9f5413 0 0 0 connected
cb8c114d44d289687798508232d31e0a065fdab5 192.168.81.100:9000 master - 0 1539756035980 4 connected 5461-10922
ac153a3c1fb10d9d502b153c32dec65c85b2f97c 192.168.81.100:9002 slave fceba6001b95e2169ddd6622436b213324fe8f77 0 1539756037488 2 connected
cf74b2d9570665b74525802462c74cf2e072ef99 127.0.0.1:9000 master - 0 1539756040516 1 connected 0-5460
6f369311b0ca4c503f337c4bb23424eed3eeb188 127.0.0.1:9002 slave cb8c114d44d289687798508232d31e0a065fdab5 0 1539756038998 4 connected
fceba6001b95e2169ddd6622436b213324fe8f77 127.0.0.1:9001 master - 0 1539756041017 2 connected 10923-16383
71f5695dc1f4322c8ea9066d1b3cd8bb0ab7a329 192.168.81.100:9001 slave cf74b2d9570665b74525802462c74cf2e072ef99 1539756042024 1539756037992 1 connected

6.3 在192.168.81.101虚拟机上生成配置文件,使用redis-trib.rb工具扩容集群

说明:

向集群中添加192.168.81.100:9003和192.168.81.101:9003节点

建议使用redis-trib.rb工具,避免新节点已经加入了其他集群,造成故障

[root@mysql config]# ls
dump.rdb redis_9000.conf redis_9001.conf redis_9002.conf
[root@mysql config]# sed 's/9000/9003/g' redis_9000.conf > redis_9003.conf # 生成配置文件
[root@mysql config]# ls
dump.rdb redis_9000.conf redis_9001.conf redis_9002.conf redis_9003.conf
[root@mysql config]# redis-server /opt/config/redis_9003.conf # 指定配置文件运行redis-server
[root@mysql config]# ps aux | grep redis-server # 查看redis-server的进程信息
root 1948 0.2 0.3 142916 7560 ? Ssl 12:21 0:13 redis-server 0.0.0.0:9002 [cluster]
root 1952 0.2 0.3 142916 7560 ? Ssl 12:21 0:12 redis-server 0.0.0.0:9001 [cluster]
root 1964 0.2 0.3 142916 7356 ? Ssl 12:21 0:12 redis-server 0.0.0.0:9000 [cluster]
root 7348 0.0 0.2 142916 5352 ? Ssl 13:53 0:00 redis-server 0.0.0.0:9003 [cluster]
root 7352 0.0 0.0 112664 972 pts/0 R+ 13:53 0:00 grep --color=auto redis-server
[root@mysql config]# redis-trib.rb add-node 127.0.0.1:9003 192.168.81.100:9003 # 向集群添加节点
[root@mysql config]# redis-cli -p 9000 cluster nodes # 查看集群的节点信息
2ff22acb1e006b9881abc80238e15b4e3fcefbef 127.0.0.1:9003 slave 27266dcfd098dfe2a42361d6ab59edf8fb9f5413 0 1539826328082 7 connected
6f369311b0ca4c503f337c4bb23424eed3eeb188 127.0.0.1:9002 master - 0 1539826326067 9 connected 5461-10922
fceba6001b95e2169ddd6622436b213324fe8f77 127.0.0.1:9001 master - 0 1539826330601 2 connected 10923-16383
ac153a3c1fb10d9d502b153c32dec65c85b2f97c 192.168.81.100:9002 slave fceba6001b95e2169ddd6622436b213324fe8f77 0 1539826331108 6 connected
cb8c114d44d289687798508232d31e0a065fdab5 192.168.81.100:9000 slave 6f369311b0ca4c503f337c4bb23424eed3eeb188 0 1539826332115 9 connected
27266dcfd098dfe2a42361d6ab59edf8fb9f5413 192.168.81.100:9003 master - 0 1539826329091 7 connected
cf74b2d9570665b74525802462c74cf2e072ef99 192.168.81.101:9000 myself,master - 0 0 1 connected 0-5460
71f5695dc1f4322c8ea9066d1b3cd8bb0ab7a329 192.168.81.100:9001 slave cf74b2d9570665b74525802462c74cf2e072ef99 0 1539826330098 5 connected
[root@mysql config]# redis-trib.rb reshard 127.0.0.1:9000 # 迁移槽
>>> Performing Cluster Check (using node 127.0.0.1:9000)
M: cf74b2d9570665b74525802462c74cf2e072ef99 127.0.0.1:9000
slots:0-5460 (5461 slots) master
1 additional replica(s)
S: 2ff22acb1e006b9881abc80238e15b4e3fcefbef 127.0.0.1:9003
slots: (0 slots) slave
replicates 27266dcfd098dfe2a42361d6ab59edf8fb9f5413
M: 6f369311b0ca4c503f337c4bb23424eed3eeb188 127.0.0.1:9002
slots:5461-10922 (5462 slots) master
1 additional replica(s)
M: fceba6001b95e2169ddd6622436b213324fe8f77 127.0.0.1:9001
slots:10923-16383 (5461 slots) master
1 additional replica(s)
S: ac153a3c1fb10d9d502b153c32dec65c85b2f97c 192.168.81.100:9002
slots: (0 slots) slave
replicates fceba6001b95e2169ddd6622436b213324fe8f77
S: cb8c114d44d289687798508232d31e0a065fdab5 192.168.81.100:9000
slots: (0 slots) slave
replicates 6f369311b0ca4c503f337c4bb23424eed3eeb188
M: 27266dcfd098dfe2a42361d6ab59edf8fb9f5413 192.168.81.100:9003
slots: (0 slots) master
1 additional replica(s)
S: 71f5695dc1f4322c8ea9066d1b3cd8bb0ab7a329 192.168.81.100:9001
slots: (0 slots) slave
replicates cf74b2d9570665b74525802462c74cf2e072ef99
[OK] All nodes agree about slots configuration.
>>> Check for open slots...
>>> Check slots coverage...
[OK] All 16384 slots covered.
How many slots do you want to move (from 1 to 16384)? 4096
What is the receiving node ID? 27266dcfd098dfe2a42361d6ab59edf8fb9f5413
Please enter all the source node IDs.
Type 'all' to use all the nodes as source nodes for the hash slots.
Type 'done' once you entered all the source nodes IDs.
Source node #1:all Ready to move 4096 slots.
Source nodes:
M: cf74b2d9570665b74525802462c74cf2e072ef99 127.0.0.1:9000
slots:0-5460 (5461 slots) master
1 additional replica(s)
M: 6f369311b0ca4c503f337c4bb23424eed3eeb188 127.0.0.1:9002
slots:5461-10922 (5462 slots) master
1 additional replica(s)
M: fceba6001b95e2169ddd6622436b213324fe8f77 127.0.0.1:9001
slots:10923-16383 (5461 slots) master
1 additional replica(s)
Destination node:
M: 27266dcfd098dfe2a42361d6ab59edf8fb9f5413 192.168.81.100:9003
slots: (0 slots) master
1 additional replica(s)
Resharding plan:
Moving slot 5461 from 6f369311b0ca4c503f337c4bb23424eed3eeb188
Moving slot 5462 from 6f369311b0ca4c503f337c4bb23424eed3eeb188
Moving slot 5463 from 6f369311b0ca4c503f337c4bb23424eed3eeb188
Moving slot 5464 from 6f369311b0ca4c503f337c4bb23424eed3eeb188
Moving slot 5465 from 6f369311b0ca4c503f337c4bb23424eed3eeb188
Moving slot 5466 from 6f369311b0ca4c503f337c4bb23424eed3eeb188
Moving slot 5467 from 6f369311b0ca4c503f337c4bb23424eed3eeb188
Moving slot 5468 from 6f369311b0ca4c503f337c4bb23424eed3eeb188
Moving slot 5469 from 6f369311b0ca4c503f337c4bb23424eed3eeb188
Moving slot 5470 from 6f369311b0ca4c503f337c4bb23424eed3eeb188
Moving slot 5471 from 6f369311b0ca4c503f337c4bb23424eed3eeb188
Moving slot 5472 from 6f369311b0ca4c503f337c4bb23424eed3eeb188
Moving slot 5473 from 6f369311b0ca4c503f337c4bb23424eed3eeb188
Moving slot 5474 from 6f369311b0ca4c503f337c4bb23424eed3eeb188
Moving slot 5475 from 6f369311b0ca4c503f337c4bb23424eed3eeb188
Moving slot 5476 from 6f369311b0ca4c503f337c4bb23424eed3eeb188
Moving slot 5477 from 6f369311b0ca4c503f337c4bb23424eed3eeb188
Moving slot 5478 from 6f369311b0ca4c503f337c4bb23424eed3eeb188
Moving slot 5479 from 6f369311b0ca4c503f337c4bb23424eed3eeb188
Moving slot 5480 from 6f369311b0ca4c503f337c4bb23424eed3eeb188
Moving slot 5481 from 6f369311b0ca4c503f337c4bb23424eed3eeb188
Moving slot 5482 from 6f369311b0ca4c503f337c4bb23424eed3eeb188
Moving slot 5483 from 6f369311b0ca4c503f337c4bb23424eed3eeb188
Moving slot 5484 from 6f369311b0ca4c503f337c4bb23424eed3eeb188
Moving slot 5485 from 6f369311b0ca4c503f337c4bb23424eed3eeb188
Moving slot 5486 from 6f369311b0ca4c503f337c4bb23424eed3eeb188
Moving slot 5487 from 6f369311b0ca4c503f337c4bb23424eed3eeb188
Moving slot 5488 from 6f369311b0ca4c503f337c4bb23424eed3eeb188
Moving slot 5489 from 6f369311b0ca4c503f337c4bb23424eed3eeb188
Moving slot 5490 from 6f369311b0ca4c503f337c4bb23424eed3eeb188 Moving slot 12283 from 127.0.0.1:9001 to 192.168.81.100:9003:
Moving slot 12284 from 127.0.0.1:9001 to 192.168.81.100:9003:
Moving slot 12285 from 127.0.0.1:9001 to 192.168.81.100:9003:
Moving slot 12286 from 127.0.0.1:9001 to 192.168.81.100:9003:
Moving slot 12287 from 127.0.0.1:9001 to 192.168.81.100:9003:
[root@mysql config]# redis-cli -p 9000 cluster slots # 查看集群中槽的信息
1) 1) (integer) 6827
2) (integer) 10922
3) 1) "127.0.0.1"
2) (integer) 9002
3) "6f369311b0ca4c503f337c4bb23424eed3eeb188"
4) 1) "192.168.81.100"
2) (integer) 9000
3) "cb8c114d44d289687798508232d31e0a065fdab5"
2) 1) (integer) 12288
2) (integer) 16383
3) 1) "127.0.0.1"
2) (integer) 9001
3) "fceba6001b95e2169ddd6622436b213324fe8f77"
4) 1) "192.168.81.100"
2) (integer) 9002
3) "ac153a3c1fb10d9d502b153c32dec65c85b2f97c"
3) 1) (integer) 0
2) (integer) 1364
3) 1) "192.168.81.100"
2) (integer) 9003
3) "27266dcfd098dfe2a42361d6ab59edf8fb9f5413"
4) 1) "127.0.0.1"
2) (integer) 9003
3) "2ff22acb1e006b9881abc80238e15b4e3fcefbef"
4) 1) (integer) 5461
2) (integer) 6826
3) 1) "192.168.81.100"
2) (integer) 9003
3) "27266dcfd098dfe2a42361d6ab59edf8fb9f5413"
4) 1) "127.0.0.1"
2) (integer) 9003
3) "2ff22acb1e006b9881abc80238e15b4e3fcefbef"
5) 1) (integer) 10923
2) (integer) 12287
3) 1) "192.168.81.100"
2) (integer) 9003
3) "27266dcfd098dfe2a42361d6ab59edf8fb9f5413"
4) 1) "127.0.0.1"
2) (integer) 9003
3) "2ff22acb1e006b9881abc80238e15b4e3fcefbef"
6) 1) (integer) 1365
2) (integer) 5460
3) 1) "192.168.81.101"
2) (integer) 9000
3) "cf74b2d9570665b74525802462c74cf2e072ef99"
4) 1) "192.168.81.100"
2) (integer) 9001
3) "71f5695dc1f4322c8ea9066d1b3cd8bb0ab7a329"
[root@mysql config]# redis-cli -p 9000 cluster nodes # 查看集群中节点的信息
2ff22acb1e006b9881abc80238e15b4e3fcefbef 127.0.0.1:9003 slave 27266dcfd098dfe2a42361d6ab59edf8fb9f5413 0 1539826689921 12 connected
6f369311b0ca4c503f337c4bb23424eed3eeb188 127.0.0.1:9002 master - 0 1539826692961 9 connected 6827-10922
fceba6001b95e2169ddd6622436b213324fe8f77 127.0.0.1:9001 master - 0 1539826693970 2 connected 12288-16383
ac153a3c1fb10d9d502b153c32dec65c85b2f97c 192.168.81.100:9002 slave fceba6001b95e2169ddd6622436b213324fe8f77 0 1539826688916 6 connected
cb8c114d44d289687798508232d31e0a065fdab5 192.168.81.100:9000 slave 6f369311b0ca4c503f337c4bb23424eed3eeb188 0 1539826693475 9 connected
27266dcfd098dfe2a42361d6ab59edf8fb9f5413 192.168.81.100:9003 master - 0 1539826690944 12 connected 0-1364 5461-6826 10923-12287
cf74b2d9570665b74525802462c74cf2e072ef99 192.168.81.101:9000 myself,master - 0 0 1 connected 1365-5460
71f5695dc1f4322c8ea9066d1b3cd8bb0ab7a329 192.168.81.100:9001 slave cf74b2d9570665b74525802462c74cf2e072ef99 0 1539826691953 5 connected
[root@mysql config]# redis-cli -p 9000 cluster nodes | grep master # 只查看master的节点信息
6f369311b0ca4c503f337c4bb23424eed3eeb188 127.0.0.1:9002 master - 0 1539826726695 9 connected 6827-10922
fceba6001b95e2169ddd6622436b213324fe8f77 127.0.0.1:9001 master - 0 1539826728205 2 connected 12288-16383
27266dcfd098dfe2a42361d6ab59edf8fb9f5413 192.168.81.100:9003 master - 0 1539826726192 12 connected 0-1364 5461-6826 10923-12287
cf74b2d9570665b74525802462c74cf2e072ef99 192.168.81.101:9000 myself,master - 0 0 1 connected 1365-5460

7.Redis Cluster集群收缩

说明:把192.168.81.101:9000这个master及对应slave节点从集群中移除

[root@mysql ~]# redis-cli -p 9000 cluster nodes         # 查看集群中的节点信息
2ff22acb1e006b9881abc80238e15b4e3fcefbef 127.0.0.1:9003 slave 27266dcfd098dfe2a42361d6ab59edf8fb9f5413 0 1539827599055 12 connected
6f369311b0ca4c503f337c4bb23424eed3eeb188 127.0.0.1:9002 master - 0 1539827597043 9 connected 6827-10922
fceba6001b95e2169ddd6622436b213324fe8f77 127.0.0.1:9001 master - 0 1539827598049 2 connected 12288-16383
ac153a3c1fb10d9d502b153c32dec65c85b2f97c 192.168.81.100:9002 slave fceba6001b95e2169ddd6622436b213324fe8f77 0 1539827601066 6 connected
cb8c114d44d289687798508232d31e0a065fdab5 192.168.81.100:9000 slave 6f369311b0ca4c503f337c4bb23424eed3eeb188 0 1539827596039 9 connected
27266dcfd098dfe2a42361d6ab59edf8fb9f5413 192.168.81.100:9003 master - 0 1539827600062 12 connected 0-1364 5461-6826 10923-12287
cf74b2d9570665b74525802462c74cf2e072ef99 192.168.81.101:9000 myself,master - 0 0 1 connected 1365-5460 # 要移除的节点的槽编号为:1365到5460
71f5695dc1f4322c8ea9066d1b3cd8bb0ab7a329 192.168.81.100:9001 slave cf74b2d9570665b74525802462c74cf2e072ef99 0 1539827595029 5 connected
[root@mysql ~]# redis-trib.rb reshard --from cf74b2d9570665b74525802462c74cf2e072ef99 --to 27266dcfd098dfe2a42361d6ab59edf8fb9f5413 --slots 1366 127.0.0.1:9001 # 迁移槽,从192.168.81.101:9000迁移到集群中别的节点上
>>> Performing Cluster Check (using node 127.0.0.1:9001)
M: fceba6001b95e2169ddd6622436b213324fe8f77 127.0.0.1:9001
slots:12288-16383 (4096 slots) master
1 additional replica(s)
S: 71f5695dc1f4322c8ea9066d1b3cd8bb0ab7a329 192.168.81.100:9001
slots: (0 slots) slave
replicates cf74b2d9570665b74525802462c74cf2e072ef99
M: 6f369311b0ca4c503f337c4bb23424eed3eeb188 127.0.0.1:9002
slots:6827-10922 (4096 slots) master
1 additional replica(s)
M: 27266dcfd098dfe2a42361d6ab59edf8fb9f5413 192.168.81.100:9003
slots:0-1364,5461-6826,10923-12287 (4096 slots) master
1 additional replica(s)
M: cf74b2d9570665b74525802462c74cf2e072ef99 127.0.0.1:9000
slots:1365-5460 (4096 slots) master
1 additional replica(s)
S: ac153a3c1fb10d9d502b153c32dec65c85b2f97c 192.168.81.100:9002
slots: (0 slots) slave
replicates fceba6001b95e2169ddd6622436b213324fe8f77
S: 2ff22acb1e006b9881abc80238e15b4e3fcefbef 127.0.0.1:9003
slots: (0 slots) slave
replicates 27266dcfd098dfe2a42361d6ab59edf8fb9f5413
S: cb8c114d44d289687798508232d31e0a065fdab5 192.168.81.100:9000
slots: (0 slots) slave
replicates 6f369311b0ca4c503f337c4bb23424eed3eeb188
[OK] All nodes agree about slots configuration.
>>> Check for open slots...
>>> Check slots coverage...
[OK] All 16384 slots covered. Ready to move 1366 slots. # 此次可以迁移1366个槽
Source nodes:
M: cf74b2d9570665b74525802462c74cf2e072ef99 127.0.0.1:9000
slots:1365-5460 (4096 slots) master
1 additional replica(s)
Destination node:
M: 27266dcfd098dfe2a42361d6ab59edf8fb9f5413 192.168.81.100:9003
slots:0-1364,5461-6826,10923-12287 (4096 slots) master
1 additional replica(s)
Resharding plan:
Moving slot 1365 from cf74b2d9570665b74525802462c74cf2e072ef99
Moving slot 1366 from cf74b2d9570665b74525802462c74cf2e072ef99
...
Moving slot 2729 from cf74b2d9570665b74525802462c74cf2e072ef99
Moving slot 2730 from cf74b2d9570665b74525802462c74cf2e072ef99
Do you want to proceed with the proposed reshard plan (yes/no)? yes
Moving slot 1365 from 127.0.0.1:9000 to 192.168.81.100:9003:
Moving slot 1366 from 127.0.0.1:9000 to 192.168.81.100:9003:
...
Moving slot 2728 from 127.0.0.1:9000 to 192.168.81.100:9003:
Moving slot 2729 from 127.0.0.1:9000 to 192.168.81.100:9003:
Moving slot 2730 from 127.0.0.1:9000 to 192.168.81.100:9003:
[root@mysql ~]# redis-cli -p 9001 cluster nodes # 查看集群节点信息
71f5695dc1f4322c8ea9066d1b3cd8bb0ab7a329 192.168.81.100:9001 slave cf74b2d9570665b74525802462c74cf2e072ef99 0 1539827870363 5 connected
6f369311b0ca4c503f337c4bb23424eed3eeb188 127.0.0.1:9002 master - 0 1539827868350 9 connected 6827-10922
27266dcfd098dfe2a42361d6ab59edf8fb9f5413 192.168.81.100:9003 master - 0 1539827872375 12 connected 0-2730 5461-6826 10923-12287
fceba6001b95e2169ddd6622436b213324fe8f77 127.0.0.1:9001 myself,master - 0 0 2 connected 12288-16383
cf74b2d9570665b74525802462c74cf2e072ef99 127.0.0.1:9000 master - 0 1539827873385 1 connected 2731-5460 # 还有2731到5460号槽还没有迁移完
ac153a3c1fb10d9d502b153c32dec65c85b2f97c 192.168.81.100:9002 slave fceba6001b95e2169ddd6622436b213324fe8f77 0 1539827867345 6 connected
2ff22acb1e006b9881abc80238e15b4e3fcefbef 127.0.0.1:9003 slave 27266dcfd098dfe2a42361d6ab59edf8fb9f5413 0 1539827869356 12 connected
cb8c114d44d289687798508232d31e0a065fdab5 192.168.81.100:9000 slave 6f369311b0ca4c503f337c4bb23424eed3eeb188 0 1539827871370 9 connected
[root@mysql ~]# redis-trib.rb reshard --from cf74b2d9570665b74525802462c74cf2e072ef99 --to 6f369311b0ca4c503f337c4bb23424eed3eeb188 --slots 2730 127.0.0.1:9002 # 迁移槽,把192.168.81.101:9000剩余的槽迁移到别的节点
>>> Performing Cluster Check (using node 127.0.0.1:9002)
M: 6f369311b0ca4c503f337c4bb23424eed3eeb188 127.0.0.1:9002
slots:6827-10922 (4096 slots) master
1 additional replica(s)
S: cb8c114d44d289687798508232d31e0a065fdab5 192.168.81.100:9000
slots: (0 slots) slave
replicates 6f369311b0ca4c503f337c4bb23424eed3eeb188
S: ac153a3c1fb10d9d502b153c32dec65c85b2f97c 192.168.81.100:9002
slots: (0 slots) slave
replicates fceba6001b95e2169ddd6622436b213324fe8f77
S: 2ff22acb1e006b9881abc80238e15b4e3fcefbef 127.0.0.1:9003
slots: (0 slots) slave
replicates 27266dcfd098dfe2a42361d6ab59edf8fb9f5413
S: 71f5695dc1f4322c8ea9066d1b3cd8bb0ab7a329 192.168.81.100:9001
slots: (0 slots) slave
replicates cf74b2d9570665b74525802462c74cf2e072ef99
M: cf74b2d9570665b74525802462c74cf2e072ef99 127.0.0.1:9000
slots:2731-5460 (2730 slots) master
1 additional replica(s)
M: fceba6001b95e2169ddd6622436b213324fe8f77 127.0.0.1:9001
slots:12288-16383 (4096 slots) master
1 additional replica(s)
M: 27266dcfd098dfe2a42361d6ab59edf8fb9f5413 192.168.81.100:9003
slots:0-2730,5461-6826,10923-12287 (5462 slots) master
1 additional replica(s)
[OK] All nodes agree about slots configuration.
>>> Check for open slots...
>>> Check slots coverage...
[OK] All 16384 slots covered. Ready to move 2730 slots.
Source nodes:
M: cf74b2d9570665b74525802462c74cf2e072ef99 127.0.0.1:9000
slots:2731-5460 (2730 slots) master
1 additional replica(s)
Destination node:
M: 6f369311b0ca4c503f337c4bb23424eed3eeb188 127.0.0.1:9002
slots:6827-10922 (4096 slots) master
1 additional replica(s)
Resharding plan:
Moving slot 2731 from cf74b2d9570665b74525802462c74cf2e072ef99
Moving slot 2732 from cf74b2d9570665b74525802462c74cf2e072ef99
...
Moving slot 5459 from cf74b2d9570665b74525802462c74cf2e072ef99
Moving slot 5460 from cf74b2d9570665b74525802462c74cf2e072ef99
Do you want to proceed with the proposed reshard plan (yes/no)? yes
Moving slot 2731 from 127.0.0.1:9000 to 127.0.0.1:9002:
Moving slot 2732 from 127.0.0.1:9000 to 127.0.0.1:9002:
...
Moving slot 5459 from 127.0.0.1:9000 to 127.0.0.1:9002:
Moving slot 5460 from 127.0.0.1:9000 to 127.0.0.1:9002:
[root@mysql ~]# redis-cli -p 9001 cluster nodes # 查看集群中节点的信息
71f5695dc1f4322c8ea9066d1b3cd8bb0ab7a329 192.168.81.100:9001 slave 6f369311b0ca4c503f337c4bb23424eed3eeb188 0 1539828016103 13 connected
6f369311b0ca4c503f337c4bb23424eed3eeb188 127.0.0.1:9002 master - 0 1539828017610 13 connected 2731-5460 6827-10922
27266dcfd098dfe2a42361d6ab59edf8fb9f5413 192.168.81.100:9003 master - 0 1539828016605 12 connected 0-2730 5461-6826 10923-12287
fceba6001b95e2169ddd6622436b213324fe8f77 127.0.0.1:9001 myself,master - 0 0 2 connected 12288-16383
cf74b2d9570665b74525802462c74cf2e072ef99 127.0.0.1:9000 master - 0 1539828013588 1 connected # 192.168.81.101:9000上已经没有槽了
ac153a3c1fb10d9d502b153c32dec65c85b2f97c 192.168.81.100:9002 slave fceba6001b95e2169ddd6622436b213324fe8f77 0 1539828015601 6 connected
2ff22acb1e006b9881abc80238e15b4e3fcefbef 127.0.0.1:9003 slave 27266dcfd098dfe2a42361d6ab59edf8fb9f5413 0 1539828014593 12 connected
cb8c114d44d289687798508232d31e0a065fdab5 192.168.81.100:9000 slave 6f369311b0ca4c503f337c4bb23424eed3eeb188 0 1539828012582 13 connected
[root@mysql ~]# redis-cli -p 9001 cluster nodes |grep master
6f369311b0ca4c503f337c4bb23424eed3eeb188 127.0.0.1:9002 master - 0 1539828068951 13 connected 2731-5460 6827-10922
27266dcfd098dfe2a42361d6ab59edf8fb9f5413 192.168.81.100:9003 master - 0 1539828071970 12 connected 0-2730 5461-6826 10923-12287
fceba6001b95e2169ddd6622436b213324fe8f77 127.0.0.1:9001 myself,master - 0 0 2 connected 12288-16383
cf74b2d9570665b74525802462c74cf2e072ef99 127.0.0.1:9000 master - 0 1539828073980 1 connected
[root@mysql ~]# redis-trib.rb del-node 127.0.0.1:9001 cb8c114d44d289687798508232d31e0a065fdab5 # 先移除192.168.81.101:9000的slave节点
>>> Removing node cb8c114d44d289687798508232d31e0a065fdab5 from cluster 127.0.0.1:9001
>>> Sending CLUSTER FORGET messages to the cluster...
>>> SHUTDOWN the node.
[root@mysql ~]# redis-trib.rb del-node 127.0.0.1:9001 cf74b2d9570665b74525802462c74cf2e072ef99 # 移除192.168.81.101:9000节点
>>> Removing node cf74b2d9570665b74525802462c74cf2e072ef99 from cluster 127.0.0.1:9001
>>> Sending CLUSTER FORGET messages to the cluster...
>>> SHUTDOWN the node.
[root@mysql ~]# redis-cli -p 9000 # 连接192.168.81.101:9000客户端,显示连接失败
Could not connect to Redis at 127.0.0.1:9000: Connection refused
Could not connect to Redis at 127.0.0.1:9000: Connection refused
not connected> exit
[root@mysql ~]# redis-trib.rb del-node 127.0.0.1:9001 cf74b2d9570665b74525802462c74cf2e072ef99 # 移除192.168.81.101:9000节点,显示移除失败,因为集群中已经没有这个节点了
>>> Removing node cf74b2d9570665b74525802462c74cf2e072ef99 from cluster 127.0.0.1:9001
[ERR] No such node ID cf74b2d9570665b74525802462c74cf2e072ef99
[root@mysql ~]# redis-cli -p 9002 cluster nodes # 查看集群中的节点信息
6f369311b0ca4c503f337c4bb23424eed3eeb188 127.0.0.1:9002 myself,master - 0 0 13 connected 2731-5460 6827-10922
ac153a3c1fb10d9d502b153c32dec65c85b2f97c 192.168.81.100:9002 slave fceba6001b95e2169ddd6622436b213324fe8f77 0 1539828535088 6 connected
2ff22acb1e006b9881abc80238e15b4e3fcefbef 127.0.0.1:9003 slave 27266dcfd098dfe2a42361d6ab59edf8fb9f5413 0 1539828539118 12 connected
71f5695dc1f4322c8ea9066d1b3cd8bb0ab7a329 192.168.81.100:9001 slave 6f369311b0ca4c503f337c4bb23424eed3eeb188 0 1539828536098 13 connected
fceba6001b95e2169ddd6622436b213324fe8f77 127.0.0.1:9001 master - 0 1539828537106 2 connected 12288-16383
27266dcfd098dfe2a42361d6ab59edf8fb9f5413 192.168.81.100:9003 master - 0 1539828538114 12 connected 0-2730 5461-6826 10923-12287

8.使用官方工具安装集群的优点

简单高效,准确
生产环境可以使用

高可用Redis(十一):使用redis-trib.rb工具搭建集群的更多相关文章

  1. Redis详解(十)------ 从零开始搭建集群

    在上一篇博客我们介绍了------Redis哨兵(Sentinel)模式,哨兵模式主要是解决高可用问题,在master节点宕机时,slave节点能够自动切换成为master节点 本篇博客我们来介绍Re ...

  2. Redis 实战篇之搭建集群

    Redis 集群简介# Redis Cluster 即 Redis 集群,是 Redis 官方在 3.0 版本推出的一套分布式存储方案.完全去中心化,由多个节点组成,所有节点彼此互联.Redis 客户 ...

  3. redis搭建集群并用TreeSoft管理

    前言:redis作为一款高效的NOSQL数据库已经深入贯彻和落实到我们的日常开发代码中,作为缓存.时间控制.数据仓库.队列等使用方法层出不穷,简直是开写代码.居家旅行之必备良药.曾经,我们的项目都是单 ...

  4. redis 一二事 - 搭建集群缓存服务器

    在如今并发的环境下,对大数据量的查询采用缓存是最好不过的了,本文使用redis搭建集群 (个人喜欢redis,对memcache不感冒) redis是3.0后增加的集群功能,非常强大 集群中应该至少有 ...

  5. Redis基本概念、基本使用与单机集群部署

    1. Redis基础 1.1 Redis概述 Redis是一个开源.先进的key-value存储,并用于构建高性能.可扩展的应用程序的完美解决方案. Redis从它的许多竞争继承了三个主要特点:    ...

  6. redis在Windows下以后台服务一键搭建集群(多机器)

    redis在Windows下以后台服务一键搭建集群(多机器) 一.概述 此教程介绍如何在windows系统中多台机器之间布置redis集群,同时要以后台服务的模式运行.布置以脚本的形式,一键完成.多台 ...

  7. redis在Windows下以后台服务一键搭建集群(单机--伪集群)

    redis在Windows下以后台服务一键搭建集群(单机--伪集群) 一.概述 此教程介绍如何在windows系统中同一台机器上布置redis伪集群,同时要以后台服务的模式运行.布置以脚本的形式,一键 ...

  8. Redis 5.0.7 讲解,单机、集群模式搭建

    Redis 5.0.7 讲解,单机.集群模式搭建 一.Redis 介绍 不管你是从事 Python.Java.Go.PHP.Ruby等等... Redis都应该是一个比较熟悉的中间件.而大部分经常写业 ...

  9. Nginx+Tomcat搭建集群,Spring Session+Redis实现Session共享

    小伙伴们好久不见!最近略忙,博客写的有点少,嗯,要加把劲.OK,今天给大家带来一个JavaWeb中常用的架构搭建,即Nginx+Tomcat搭建服务集群,然后通过Spring Session+Redi ...

随机推荐

  1. 【转】Linux中的特殊权限粘滞位(sticky bit)详解

    Linux下的文件权限 在linux下每一个文件和目录都有自己的访问权限,访问权限确定了用户能否访问文件或者目录和怎样进行访问.最为我们熟知的一个文件或目录可能拥有三种权限,分别是读.写.和执行操作, ...

  2. Manual write code to record error log in .net by Global.asax

    完整的Glabal.asax代码: <%@ Application Language="C#" %> <script RunAt="server&quo ...

  3. day13

    今日所学 1,函数的嵌套定义 2,globe   nonlocal关键字 3,闭包及闭包的运用场景 4,装饰器 函数的嵌套: 在一个函数的内部定义另一个函数 1,函数2想直接使用1函数的局部变量,可以 ...

  4. 使用ffmpeg将Mp4转gif

    视频转动图,是个强需求,家大业大的微博相册只可上传图片,进而基于微博相册的生态也是如此.目前,网络上有许多转换.压缩的网站,多数执行速度慢或者收费,体验较差. ffmpeg是一个开源的音频处理软件,支 ...

  5. MongoDB配置简明文档

    1.下载MongoDB程序包(RHEL 7 Linux 64-bit x64) [root@mongodb /]# wget -P/usr/local/src/ https://fastdl.mong ...

  6. 关于 mybatis-generator自定义注释生成 使用DefaultCommentGenerator重写来完成

    项目里新建表时model,mapper以及mapper.xml基本都是用Mybatis Generator(以下简称为MBG)自动生成的,但是MBG自动生成的model的注释实在有点非人类,至少中国人 ...

  7. CSS定位 深入理解定位(position)的偏移

    前言 CSS有三种基本的布局机制:普通流.浮动和绝对定位.利用定位,可以准确地定义元素框相对于其正常位置应该出现的位置,或者相对于父元素.另一个元素甚至浏览器窗口本身的位置.但元素究竟如何定位,定位到 ...

  8. Modbus通讯两种传输方式

    控制器能设置为两种传输模式(ASCII或RTU)中的任何一种在标准的Modbus网络通信.用户选择想要的模式,包括串口通信参数(波特率.校验方式等),在配置每个控制器的时候,在一个Modbus网络上的 ...

  9. 天猫魔盘在 deepin-linux中的使用

    新安装使用:deepin,但是我的dwa-131 usb 无线网卡驱动,没有安装成功,如下: develop@localhost:/media/develop/Backup$ lsusb Bus 00 ...

  10. box-shaw四边阴影详解

    四边设置: /*设置四边不同颜色外阴影*/ .element{ box-shadow:-10px 0 10px red, /*左边阴影*/ 10px 0 10px yellow, /*右边阴影*/ 0 ...