• 通过Dockerfile来部署datax容器


    首先datax运行需要python2.x和jdk1.8

    我这里在python2.7的镜像的基础上做

    拉取python2.7的镜像到本地虚拟机

    docker pull centos/python-27-centos7

    上传jdk1.8 tar包已经datax安装包到本地服务器

    在当前目录下编辑Dockerfile文件

    FROM centos/python-27-centos7
    #安装jdk
    ADD jdk-8u221-linux-x64.tar.gz /opt/local
    ENV JAVA_HOME /opt/local/jdk1.8.0_221
    ENV PATH $JAVA_HOME/bin:$PATH
    
    
    # 添加并解压datax文件到/opt/local 目录
    ADD datax.tar.gz /opt/local/
    
    # 设置运行的工作目录,可不添加,运行中使用 docker -w 指定
    WORKDIR /opt/local/datax
    
    ENTRYPOINT ["bash"]

     通过docker build来生成镜像

     sudo docker build -t="datax_python2" .

    这个命令必须在Dockerfile文件所在的目录下运行

    其中 -t表示给镜像起一个名字

     查看本地的镜像,可以看到刚刚创建到的镜像

     通过该镜像创建容器

    docker run -t -i --name dataxpython2 datax_python2

    检查python环境

     检查jdk环境

     用datax的自测脚本测试一下

    python /opt/local/datax/bin/datax.py /opt/local/datax/job/job.json
    (app-root)bash-4.2# python /opt/local/datax/bin/datax.py /opt/local/datax/job/job.json 
    
    DataX (DATAX-OPENSOURCE-3.0), From Alibaba !
    Copyright (C) 2010-2017, Alibaba Group. All Rights Reserved.
    
    
    2020-08-14 15:46:23.899 [main] INFO  VMInfo - VMInfo# operatingSystem class => sun.management.OperatingSystemImpl
    2020-08-14 15:46:23.909 [main] INFO  Engine - the machine info  => 
    
            osInfo: Oracle Corporation 1.8 25.221-b11
            jvmInfo:        Linux amd64 3.10.0-957.el7.x86_64
            cpu num:        1
    
            totalPhysicalMemory:    -0.00G
            freePhysicalMemory:     -0.00G
            maxFileDescriptorCount: -1
            currentOpenFileDescriptorCount: -1
    
            GC Names        [Copy, MarkSweepCompact]
    
            MEMORY_NAME                    | allocation_size                | init_size                      
            Eden Space                     | 273.06MB                       | 273.06MB                       
            Code Cache                     | 240.00MB                       | 2.44MB                         
            Survivor Space                 | 34.13MB                        | 34.13MB                        
            Compressed Class Space         | 1,024.00MB                     | 0.00MB                         
            Metaspace                      | -0.00MB                        | 0.00MB                         
            Tenured Gen                    | 682.69MB                       | 682.69MB                       
    
    
    2020-08-14 15:46:23.933 [main] INFO  Engine - 
    {
            "content":[
                    {
                            "reader":{
                                    "name":"streamreader",
                                    "parameter":{
                                            "column":[
                                                    {
                                                            "type":"string",
                                                            "value":"DataX"
                                                    },
                                                    {
                                                            "type":"long",
                                                            "value":19890604
                                                    },
                                                    {
                                                            "type":"date",
                                                            "value":"1989-06-04 00:00:00"
                                                    },
                                                    {
                                                            "type":"bool",
                                                            "value":true
                                                    },
                                                    {
                                                            "type":"bytes",
                                                            "value":"test"
                                                    }
                                            ],
                                            "sliceRecordCount":100000
                                    }
                            },
                            "writer":{
                                    "name":"streamwriter",
                                    "parameter":{
                                            "encoding":"UTF-8",
                                            "print":false
                                    }
                            }
                    }
            ],
            "setting":{
                    "errorLimit":{
                            "percentage":0.02,
                            "record":0
                    },
                    "speed":{
                            "byte":10485760
                    }
            }
    }
    
    2020-08-14 15:46:23.957 [main] WARN  Engine - prioriy set to 0, because NumberFormatException, the value is: null
    2020-08-14 15:46:23.958 [main] INFO  PerfTrace - PerfTrace traceId=job_-1, isEnable=false, priority=0
    2020-08-14 15:46:23.958 [main] INFO  JobContainer - DataX jobContainer starts job.
    2020-08-14 15:46:23.960 [main] INFO  JobContainer - Set jobId = 0
    2020-08-14 15:46:23.990 [job-0] INFO  JobContainer - jobContainer starts to do prepare ...
    2020-08-14 15:46:23.995 [job-0] INFO  JobContainer - DataX Reader.Job [streamreader] do prepare work .
    2020-08-14 15:46:23.995 [job-0] INFO  JobContainer - DataX Writer.Job [streamwriter] do prepare work .
    2020-08-14 15:46:23.995 [job-0] INFO  JobContainer - jobContainer starts to do split ...
    2020-08-14 15:46:23.996 [job-0] INFO  JobContainer - Job set Max-Byte-Speed to 10485760 bytes.
    2020-08-14 15:46:23.997 [job-0] INFO  JobContainer - DataX Reader.Job [streamreader] splits to [1] tasks.
    2020-08-14 15:46:23.997 [job-0] INFO  JobContainer - DataX Writer.Job [streamwriter] splits to [1] tasks.
    2020-08-14 15:46:24.025 [job-0] INFO  JobContainer - jobContainer starts to do schedule ...
    2020-08-14 15:46:24.036 [job-0] INFO  JobContainer - Scheduler starts [1] taskGroups.
    2020-08-14 15:46:24.041 [job-0] INFO  JobContainer - Running by standalone Mode.
    2020-08-14 15:46:24.067 [taskGroup-0] INFO  TaskGroupContainer - taskGroupId=[0] start [1] channels for [1] tasks.
    2020-08-14 15:46:24.073 [taskGroup-0] INFO  Channel - Channel set byte_speed_limit to -1, No bps activated.
    2020-08-14 15:46:24.074 [taskGroup-0] INFO  Channel - Channel set record_speed_limit to -1, No tps activated.
    2020-08-14 15:46:24.102 [taskGroup-0] INFO  TaskGroupContainer - taskGroup[0] taskId[0] attemptCount[1] is started
    2020-08-14 15:46:24.312 [taskGroup-0] INFO  TaskGroupContainer - taskGroup[0] taskId[0] is successed, used[219]ms
    2020-08-14 15:46:24.313 [taskGroup-0] INFO  TaskGroupContainer - taskGroup[0] completed it's tasks.
    2020-08-14 15:46:34.076 [job-0] INFO  StandAloneJobContainerCommunicator - Total 100000 records, 2600000 bytes | Speed 253.91KB/s, 10000 records/s | Error 0 records, 0 bytes |  All Task WaitWriterTime 0.083s |  All Task WaitReaderTime 0.094s | Percentage 100.00%
    2020-08-14 15:46:34.076 [job-0] INFO  AbstractScheduler - Scheduler accomplished all tasks.
    2020-08-14 15:46:34.076 [job-0] INFO  JobContainer - DataX Writer.Job [streamwriter] do post work.
    2020-08-14 15:46:34.076 [job-0] INFO  JobContainer - DataX Reader.Job [streamreader] do post work.
    2020-08-14 15:46:34.076 [job-0] INFO  JobContainer - DataX jobId [0] completed successfully.
    2020-08-14 15:46:34.077 [job-0] INFO  HookInvoker - No hook invoked, because base dir not exists or is a file: /opt/local/datax/hook
    2020-08-14 15:46:34.078 [job-0] INFO  JobContainer - 
             [total cpu info] => 
                    averageCpu                     | maxDeltaCpu                    | minDeltaCpu                    
                    -1.00%                         | -1.00%                         | -1.00%
                            
    
             [total gc info] => 
                     NAME                 | totalGCCount       | maxDeltaGCCount    | minDeltaGCCount    | totalGCTime        | maxDeltaGCTime     | minDeltaGCTime     
                     Copy                 | 0                  | 0                  | 0                  | 0.000s             | 0.000s             | 0.000s             
                     MarkSweepCompact     | 0                  | 0                  | 0                  | 0.000s             | 0.000s             | 0.000s             
    
    2020-08-14 15:46:34.078 [job-0] INFO  JobContainer - PerfTrace not enable!
    2020-08-14 15:46:34.078 [job-0] INFO  StandAloneJobContainerCommunicator - Total 100000 records, 2600000 bytes | Speed 253.91KB/s, 10000 records/s | Error 0 records, 0 bytes |  All Task WaitWriterTime 0.083s |  All Task WaitReaderTime 0.094s | Percentage 100.00%
    2020-08-14 15:46:34.079 [job-0] INFO  JobContainer - 
    任务启动时刻                    : 2020-08-14 15:46:23
    任务结束时刻                    : 2020-08-14 15:46:34
    任务总计耗时                    :                 10s
    任务平均流量                    :          253.91KB/s
    记录写入速度                    :          10000rec/s
    读出记录总数                    :              100000
    读写失败总数                    :                   0

    测试成功!!!

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  • 原文地址:https://www.cnblogs.com/braveym/p/13503194.html
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