一、环境依赖
·CHDFS_JAR
·DataX 版本:DataX-3.0
二、获取 CHDFS JAR
在 Github 上下载 CHDFS_JAR。
三、获取 DataX 软件包
在 Github 上下载 DataX。
四、安装 CHDFS JAR
下载 CHDFS JAR 后,将 chdfs_hadoop_plugin_network-1.7.jar拷贝到 Datax 解压路径 plugin/reader/hdfsreader/libs/以及plugin/writer/hdfswriter/libs/下。
五、修改 datax.py 脚本
打开 DataX 解压目录下的 bin/datax.py 脚本,修改脚本中的 CLASS_PATH 变量为如下:
CLASS_PATH = ("%s/lib/*:%s/plugin/reader/hdfsreader/libs/*:%s/plugin/writer/hdfswriter/libs/*:.") % (DATAX_HOME, DATAX_HOME, DATAX_HOME)
六、在配置 JSON 文件里配置 hdfsreader 和 hdfswriter
示例 JSON 如下:
{ "job": { "setting": { "speed": { "byte": 10485760 }, "errorLimit": { "record": 0, "percentage": 0.02 } }, "content": [{ "reader": { "name": "hdfsreader", "parameter": { "path": "testfile", "defaultFS": "ofs://f4xxxxxxxxx-hxT9.chdfs.ap-beijing.myqcloud.com/", "column": ["*"], "fileType": "text", "encoding": "UTF-8", "hadoopConfig": { "fs.AbstractFileSystem.ofs.impl": "com.qcloud.chdfs.fs.CHDFSDelegateFSAdapter", "fs.ofs.impl": "com.qcloud.chdfs.fs.CHDFSHadoopFileSystemAdapter", "fs.ofs.tmp.cache.dir": "/data/chdfs_tmp_cache", "fs.ofs.user.appid": "1250000000" }, "fieldDelimiter": "," } }, "writer": { "name": "hdfswriter", "parameter": { "path": "/user/hadoop/", "fileName": "testfile1", "defaultFS": "ofs://f4xxxxxxxxx-hxT9.chdfs.ap-beijing.myqcloud.com/", "column": [{ "name": "col", "type": "string" }, { "name": "col1", "type": "string" }, { "name": "col2", "type": "string" } ], "fileType": "text", "encoding": "UTF-8", "hadoopConfig": { "fs.AbstractFileSystem.ofs.impl": "com.qcloud.chdfs.fs.CHDFSDelegateFSAdapter", "fs.ofs.impl": "com.qcloud.chdfs.fs.CHDFSHadoopFileSystemAdapter", "fs.ofs.tmp.cache.dir": "/data/chdfs_tmp_cache", "fs.ofs.user.appid": "1250000000" }, "fieldDelimiter": ":", "writeMode": "append" } } }] }}
其中,hadoopConfig 配置为 CHDFS 所需要的配置,defaultFS 填写为 CHDFS 的路径。例如 ofs://f4xxxxxxxxx-hxT9.chdfs.ap-beijing.myqcloud.com/,其他配置同 hdfs 配置项即可。
七、执行数据迁移
将配置文件保存为 hdfs_job.json,存放到 job 目录下,执行以下命令行:
bin/datax.py job/hdfs_job.json
观察屏幕正常输出如下:
2020-03-09 16:49:59.543 [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 PS MarkSweep | 1 | 1 | 1 | 0.024s | 0.024s | 0.024s PS Scavenge | 1 | 1 | 1 | 0.014s | 0.014s | 0.014s 2020-03-09 16:49:59.543 [job-0] INFO JobContainer – PerfTrace not enable!2020-03-09 16:49:59.543 [job-0] INFO StandAloneJobContainerCommunicator – Total 2 records, 33 bytes | Speed 3B/s, 0 records/s | Error 0 records, 0 bytes | All Task WaitWriterTime 0.000s | All Task WaitReaderTime 0.033s | Percentage 100.00%2020-03-09 16:49:59.544 [job-0] INFO JobContainer – 任务启动时刻 : 2020-03-09 16:49:48任务结束时刻 : 2020-03-09 16:49:59任务总计耗时 : 11s任务平均流量 : 3B/s记录写入速度 : 0rec/s读出记录总数 : 2读写失败总数 : 0