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
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