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名师互学网 > IT > 前沿技术 > 大数据 > 大数据系统

Flink安装部署

Flink安装部署

本文章用到:

							flink-1.10.2-bin-scala_2.11.tgz
							集群:三台【master、slave1、slave2】
单机模式部署
  1. Hadoop集群普通分布式搭建(省略)
  2. /etc/hosts、免密(略)
  3. 解压tar -zxf flink-1.10.2-bin-scala_2.11.tgz -C /usr/apps
  4. 重命名:mv flink-1.10.2-bin-scala_2.11 flink-1.10.2
  5. 修改配置文件:
    Ⅰ. vim ./conf/masters
[root@master flink-1.10.2]# vim ./conf/masters
# 修改内容如下:
master:8081

Ⅱ. vim ./conf/slaves

[root@master flink-1.10.2]# vim ./conf/slaves
# 修改内容如下:
slave1
slave2

Ⅲ. vim ./conf/flink-conf.yaml

[root@master flink-1.10.2]# vim ./conf/flink-conf.yaml
#修改如下:
# 工作任务提交入口
jobmanager.rpc.address: master
# 任务调度空间
jobmanager.heap.size: 1024m
# 线程运行空间【此设置可放大空间】
taskmanager.memory.process.size: 1728m
#插槽数设置【多线程数量,为“1”则是单线程】
taskmanager.numberOfTaskSlots: 2
  1. 分发
scp -r /usr/apps/flink-1.10.2 slave1:/usr/apps/
scp -r /usr/apps/flink-1.10.2 slave2:/usr/apps/
  1. 启动
# master
[root@master flink-1.10.2]# ./bin/start-cluster.sh 
Starting cluster.
[INFO] 1 instance(s) of standalonesession are already running on master.
Starting standalonesession daemon on host master.
Starting taskexecutor daemon on host slave1.
Starting taskexecutor daemon on host slave2.
[root@master flink-1.10.2]# jps
23952 StandaloneSessionClusterEntrypoint
12967 NameNode
13751 Master
13048 ResourceManager
25032 Jps
13227 DataNode
24268 TaskManagerRunner
13246 NodeManager
[root@master flink-1.10.2]# 

# slave1
[root@slave1 ~]# jps
3746 NodeManager
3989 Worker
3687 DataNode
14024 Jps
13962 TaskManagerRunner
3933 SecondaryNameNode
[root@slave1 ~]#

# slave2
[root@slave2 ~]# jps
3840 Worker
3603 DataNode
11850 TaskManagerRunner
11898 Jps
3662 NodeManager
[root@slave2 ~]# 
HA模式部署
  1. 修改zookeeper配置文件zoo.cfg
[root@master flink-1.10.2]# vim ./conf/zoo.cfg

server.1=master:2888:3888
server.2=slave1:2888:3888
server.3=slave2:2888:3888
  1. 修改masters
[root@master flink-1.10.2]# vim ./conf/masters

master1:8081
master2:8081
  1. 修改slaves
[root@master flink-1.10.2]# vim ./conf/slaves

master1
master2
slave1
  1. 修改flink-conf.yaml
[root@master flink-1.10.2]# vim ./conf/flink-conf.yaml

 
jobmanager.rpc.port: 6123
 
 
# The heap size for the JobManager JVM
 
jobmanager.heap.size: 1024m
 
 
# The heap size for the TaskManager JVM
 
taskmanager.heap.size: 1024m
 
 
# The number of task slots that each TaskManager offers. Each slot runs one parallel pipeline.
 
taskmanager.numberOfTaskSlots: 2
 
# The parallelism used for programs that did not specify and other parallelism.
 
parallelism.default: 1
 
# The default file system scheme and authority.
# 
# By default file paths without scheme are interpreted relative to the local
# root file system 'file:///'. Use this to override the default and interpret
# relative paths relative to a different file system,
# for example 'hdfs://mynamenode:12345'
#
# fs.default-scheme
 
#==============================================================================
# High Availability
#==============================================================================
 
# The high-availability mode. Possible options are 'NONE' or 'zookeeper'.
#
 high-availability: zookeeper
 
# The path where metadata for master recovery is persisted. While ZooKeeper stores
# the small ground truth for checkpoint and leader election, this location stores
# the larger objects, like persisted dataflow graphs.
# 
# Must be a durable file system that is accessible from all nodes
# (like HDFS, S3, Ceph, nfs, ...) 
#
 high-availability.storageDir: hdfs://jh/flink/ha/
 
# The list of ZooKeeper quorum peers that coordinate the high-availability
# setup. This must be a list of the form:
# "host1:clientPort,host2:clientPort,..." (default clientPort: 2181)
#
 high-availability.zookeeper.quorum: node7-1:2181,node7-2:2181,node7-3:2181
high-availability.zookeeper.path.root: /flink
high-availability.cluster-id: /flinkCluster 
 
# ACL options are based on https://zookeeper.apache.org/doc/r3.1.2/zookeeperProgrammers.html#sc_BuiltinACLSchemes
# It can be either "creator" (ZOO_CREATE_ALL_ACL) or "open" (ZOO_OPEN_ACL_UNSAFE)
# The default value is "open" and it can be changed to "creator" if ZK security is enabled
#
# high-availability.zookeeper.client.acl: open
 
#==============================================================================
# Fault tolerance and checkpointing
#==============================================================================
 
# The backend that will be used to store operator state checkpoints if
# checkpointing is enabled.
#
# Supported backends are 'jobmanager', 'filesystem', 'rocksdb', or the
# .
#
state.backend: filesystem
 
 
 
# Directory for checkpoints filesystem, when using any of the default bundled
# state backends.
#
 state.checkpoints.dir: hdfs://node7-1/flink/checkpoints
 
# Default target directory for savepoints, optional.
#
 state.savepoints.dir: hdfs://node7-1/flink/checkpoints
 
# Flag to enable/disable incremental checkpoints for backends that
# support incremental checkpoints (like the RocksDB state backend). 
#
# state.backend.incremental: false
 
#==============================================================================
# Web Frontend
#==============================================================================
 
# The address under which the web-based runtime monitor listens.
#
#web.address: 0.0.0.0
 
# The port under which the web-based runtime monitor listens.
# A value of -1 deactivates the web server.
 
rest.port: 8081
  1. 修改bin目录下的config.sh
[root@master flink-1.10.2]# vim ./bin/config.sh

如下:

  1. flink的lib目录:上传Hadoop所需jar包
flink-shaded-hadoop2-uber-1.7.2.jar
  1. 验证:
    杀死master1的进程,master2会顶上即为成功
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