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Flink提供了一个命令行接口（CLI）用来运行打成JAR包的程序，并且可以控制程序的运行。命令行接口在Flink安装完之后即可拥有，本地单节点或是分布式的部署安装都会有命令行接口。命令行接口启动脚本是 $FLINK_HOME/bin目录下的flink脚本， 默认情况下会连接运行中的Flink master(JobManager)，JobManager的启动脚本与CLI在同一安装目录下。 使用命令行接口的先决条件是JobManager已经被启动或是在Flink YARN环境下。JobManager可以通过如下命令启动: $FLINK_HOME/bin/start-local.sh 或 $FLINK_HOME/bin/start-cluster.sh 1. Example(1) 运行示例程序，不传参数： ./bin/flink run ./examples/batch/WordCount.jar(2) 运行示例程序，带输入和输出文件参数： ./bin/flink run ./examples/batch/WordCount.jar --input file:///home/xiaosi/a.txt --output file:///home/xiaosi/result.txt(3) 运行示例程序，带输入和输出文件参数,并设置16个并发度： ./bin/flink run -p 16 ./examples/batch/WordCount.jar --input file:///home/xiaosi/a.txt --output file:///home/xiaosi/result.txt(4) 运行示例程序，并禁止Flink输出日志 ./bin/flink run -q ./examples/batch/WordCount.jar(5) 以独立(detached)模式运行示例程序 ./bin/flink run -d ./examples/batch/WordCount.jar(6) 在指定JobManager上运行示例程序 ./bin/flink run -m myJMHost:6123 ./examples/batch/WordCount.jar --input file:///home/xiaosi/a.txt --output file:///home/xiaosi/result.txt(7) 运行示例程序，指定程序入口类(Main方法所在类)： ./bin/flink run -c org.apache.flink.examples.java.wordcount.WordCount ./examples/batch/WordCount.jar --input file:///home/xiaosi/a.txt --output file:///home/xiaosi/result.txt(8) 运行示例程序，使用per-job YARN 集群启动 2 个TaskManager ./bin/flink run -m yarn-cluster -yn 2 ./examples/batch/WordCount.jar --input hdfs:///xiaosi/a.txt --output hdfs:///xiaosi/result.txt(9) 以JSON格式输出 WordCount示例程序优化执行计划： ./bin/flink info ./examples/batch/WordCount.jar --input file:///home/xiaosi/a.txt --output file:///home/xiaosi/result.txt(10) 列出已经调度的和正在运行的Job(包含Job ID信息) ./bin/flink list(11) 列出已经调度的Job(包含Job ID信息) ./bin/flink list -s(13) 列出正在运行的Job(包含Job ID信息) ./bin/flink list -r(14) 列出在Flink YARN中运行Job ./bin/flink list -m yarn-cluster -yid -r(15) 取消一个Job ./bin/flink cancel(16) 取消一个带有保存点(savepoint)的Job ./bin/flink cancel -s [targetDirectory](17) 停止一个Job(只适用于流计算Job) ./bin/flink stop备注: 取消和停止Job区别如下： 调用取消Job时，作业中的operator立即收到一个调用cancel()方法的指令以尽快取消它们。如果operator在调用取消操作后没有停止，Flink将定期开启中断线程来取消作业直到作业停止。 调用停止Job是一种停止正在运行的流作业的更加优雅的方法。停止仅适用于使用实现`StoppableFunction`接口的源的那些作业。当用户请求停止作业时，所有源将收到调用stop()方法指令。但是Job还是会持续运行，直到所有来源已经正确关闭。这允许作业完成处理所有正在传输的数据(inflight data)。 2. 保存点保存点通过命令行客户端进行控制： 2.1 触发保存点 ./bin/flink savepoint [savepointDirectory]返回创建的保存点的路径。你需要此路径来还原和处理保存点。 触发保存点时，可以选择是否指定savepointDirectory。如果在此处未指定，则需要为Flink安装配置默认的保存点目录(请参阅保存点）。 2.2 根据保存点取消Job你可以自动触发保存点并取消一个Job: ./bin/flink cancel -s [savepointDirectory]如果没有指定保存点目录，则需要为Flink安装配置默认的保存点目录(请参阅保存点）。如果保存点触发成功，该作业将被取消 2.3 恢复保存点 ./bin/flink run -s ...这个run命令提交Job时带有一个保存点标记，这使得程序可以从保存点中恢复状态。保存点路径是通过保存点触发命令得到的。 默认情况下，我们尝试将所有保存点状态与正在提交的作业相匹配。 如果要允许跳过那些无法使用它恢复新作业的保存点状态(allow to skip savepoint state that cannot be restored with the new job)，则可以设置allowNonRestoredState标志。如果当保存点触发时，从你程序中删除了作为程序一部分的operator，但是仍然要使用保存点，则需要允许这一点(You need to allow this if you removed an operator from your program that was part of the program when the savepoint was triggered and you still want to use the savepoint.)。 ./bin/flink run -s -n ...如果你的程序删除了作为保存点一部分的operator,这时会非常有用(This is useful if your program dropped an operator that was part of the savepoint.)。 2.4 销毁保存点 ./bin/flink savepoint -d销毁一个保存点同样需要一个路径。这个保存点路径是通过保存点触发命令得到的。 3. 用法下面是Flink命令行接口的用法: xiaosi@yoona:~/qunar/company/opt/flink-1.3.2$ ./bin/flink ./flink [OPTIONS] [ARGUMENTS] The following actions are available: Action "run" compiles and runs a program. Syntax: run [OPTIONS] "run" action options: -c,--class Class with the program entry point ("main" method or "getPlan()" method. Only needed if the JAR file does not specify the class in its manifest. -C,--classpath Adds a URL to each user code classloader on all nodes in the cluster. The paths must specify a protocol (e.g. file://) and be accessible on all nodes (e.g. by means of a NFS share). You can use this option multiple times for specifying more than one URL. The protocol must be supported by the {@link java.net.URLClassLoader}. -d,--detached If present, runs the job in detached mode -m,--jobmanager Address of the JobManager (master) to which to connect. Use this flag to connect to a different JobManager than the one specified in the configuration. -n,--allowNonRestoredState Allow to skip savepoint state that cannot be restored. You need to allow this if you removed an operator from your program that was part of the program when the savepoint was triggered. -p,--parallelism The parallelism with which to run the program. Optional flag to override the default value specified in the configuration. -q,--sysoutLogging If present, suppress logging output to standard out. -s,--fromSavepoint Path to a savepoint to restore the job from (for example hdfs:///flink/savepoint-1537 ). -z,--zookeeperNamespace Namespace to create the Zookeeper sub-paths for high availability mode Options for yarn-cluster mode: -yD Dynamic properties -yd,--yarndetached Start detached -yid,--yarnapplicationId Attach to running YARN session -yj,--yarnjar Path to Flink jar file -yjm,--yarnjobManagerMemory Memory for JobManager Container [in MB] -yn,--yarncontainer Number of YARN container to allocate (=Number of Task Managers) -ynm,--yarnname Set a custom name for the application on YARN -yq,--yarnquery Display available YARN resources (memory, cores) -yqu,--yarnqueue Specify YARN queue. -ys,--yarnslots Number of slots per TaskManager -yst,--yarnstreaming Start Flink in streaming mode -yt,--yarnship Ship files in the specified directory (t for transfer) -ytm,--yarntaskManagerMemory Memory per TaskManager Container [in MB] -yz,--yarnzookeeperNamespace Namespace to create the Zookeeper sub-paths for high availability mode Options for yarn mode: -ya,--yarnattached Start attached -yD Dynamic properties -yj,--yarnjar Path to Flink jar file -yjm,--yarnjobManagerMemory Memory for JobManager Container [in MB] -yqu,--yarnqueue Specify YARN queue. -yt,--yarnship Ship files in the specified directory (t for transfer) -yz,--yarnzookeeperNamespace Namespace to create the Zookeeper sub-paths for high availability mode Action "info" shows the optimized execution plan of the program (JSON). Syntax: info [OPTIONS] "info" action options: -c,--class Class with the program entry point ("main" method or "getPlan()" method. Only needed if the JAR file does not specify the class in its manifest. -p,--parallelism The parallelism with which to run the program. Optional flag to override the default value specified in the configuration. Options for yarn-cluster mode: -yid,--yarnapplicationId Attach to running YARN session Options for yarn mode: Action "list" lists running and scheduled programs. Syntax: list [OPTIONS] "list" action options: -m,--jobmanager Address of the JobManager (master) to which to connect. Use this flag to connect to a different JobManager than the one specified in the configuration. -r,--running Show only running programs and their JobIDs -s,--scheduled Show only scheduled programs and their JobIDs Options for yarn-cluster mode: -yid,--yarnapplicationId Attach to running YARN session Options for yarn mode: Action "stop" stops a running program (streaming jobs only). Syntax: stop [OPTIONS] "stop" action options: -m,--jobmanager Address of the JobManager (master) to which to connect. Use this flag to connect to a different JobManager than the one specified in the configuration. Options for yarn-cluster mode: -yid,--yarnapplicationId Attach to running YARN session Options for yarn mode: Action "cancel" cancels a running program. Syntax: cancel [OPTIONS] "cancel" action options: -m,--jobmanager Address of the JobManager (master) to which to connect. Use this flag to connect to a different JobManager than the one specified in the configuration. -s,--withSavepoint Trigger savepoint and cancel job. The target directory is optional. If no directory is specified, the configured default directory (state.savepoints.dir) is used. Options for yarn-cluster mode: -yid,--yarnapplicationId Attach to running YARN session Options for yarn mode: Action "savepoint" triggers savepoints for a running job or disposes existing ones. Syntax: savepoint [OPTIONS] [] "savepoint" action options: -d,--dispose Path of savepoint to dispose. -j,--jarfile Flink program JAR file. -m,--jobmanager Address of the JobManager (master) to which to connect. Use this flag to connect to a different JobManager than the one specified in the configuration. Options for yarn-cluster mode: -yid,--yarnapplicationId Attach to running YARN session Options for yarn mode: Please specify an action.原文:https://ci.apache.org/projects/flink/flink-docs-release-1.3/setup/cli.html 备注: Flink版本:1.3 由于翻译者水平有限，如果有问题，欢迎指正。在阅读时可以参考原文阅读。 |
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