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ETL异构数据源Datax_使用数据分片提升同步速度_05

發布時間:2024/9/27 编程问答 25 豆豆
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文章目錄

            • 1. 構建json,添加數據分片
            • 2. Mysql數據清除
            • 3. 數據分片前后對比

1. 構建json,添加數據分片

{"job": {"setting": {"speed": {"channel": 3},"errorLimit": {"record": 0,"percentage": 0.02}},"content": [{"reader": {"name": "oraclereader","parameter": {"column": ["IDNO","COL1","COL2","COL3","DT","COL5","COL6","COL7","COL8","COL9","COL10"],splitPk:"IDNO","connection": [{"jdbcUrl": ["jdbc:oracle:thin:@192.xxx.xxx.xxx:1521:orcl"],"table": ["TEST.OTBS1"]}],"username": "username","password": "password"}},"writer": {"name": "mysqlwriter","parameter": {"column": ["IDNO","COL1","COL2","COL3","DT","COL5","COL6","COL7","COL8","COL9","COL10"],"connection": [{"jdbcUrl": "jdbc:mysql://127.0.0.1:3306/datax?autoReconnect=true&useUnicode=true&characterEncoding=utf8&zeroDateTimeBehavior=CONVERT_TO_NULL&useSSL=false&serverTimezone=CTT&nullCatalogMeansCurrent=true","table": ["otbs1"]}],"username": "root","password": "123456"}}}]} }
2. Mysql數據清除

清除mysql otbs1表數據

truncate table otbs1;
3. 數據分片前后對比

數據分片前

2021-06-23 12:28:12.390 [job-0] INFO StandAloneJobContainerCommunicator - Total 1048576 records, 69143488 bytes | Speed 1.65MB/s, 26214 records/s | Error 0 records, 0 bytes | All Task WaitWriterTime 26.038s | All Task WaitReaderTime 8.483s | Percentage 100.00% 2021-06-23 12:28:12.402 [job-0] INFO JobContainer - 任務啟動時刻 : 2021-06-23 12:27:31 任務結束時刻 : 2021-06-23 12:28:12 任務總計耗時 : 41s 任務平均流量 : 1.65MB/s 記錄寫入速度 : 26214rec/s 讀出記錄總數 : 1048576 讀寫失敗總數 : 0channel并發3個未生效

數據分片后

2021-06-23 12:59:01.629 [job-0] INFO JobContainer - 任務啟動時刻 : 2021-06-23 12:58:29 任務結束時刻 : 2021-06-23 12:59:01 任務總計耗時 : 31s 任務平均流量 : 2.20MB/s 記錄寫入速度 : 34952rec/s 讀出記錄總數 : 1048576 讀寫失敗總數 : 0

速度相比數據分片前提升了10s

同步日志,相比數據分片前做了數據分片處理,并發3個channel處理16個任務。
channel并發3個未生效

2021-06-23 12:58:31.020 [job-0] INFO JobContainer - jobContainer starts to do prepare ... 2021-06-23 12:58:31.020 [job-0] INFO JobContainer - DataX Reader.Job [oraclereader] do prepare work . 2021-06-23 12:58:31.020 [job-0] INFO JobContainer - DataX Writer.Job [mysqlwriter] do prepare work . 2021-06-23 12:58:31.021 [job-0] INFO JobContainer - jobContainer starts to do split ... 2021-06-23 12:58:31.021 [job-0] INFO JobContainer - Job set Channel-Number to 3 channels. 2021-06-23 12:58:31.113 [job-0] INFO SingleTableSplitUtil - split pk [sql=SELECT * FROM ( SELECT IDNO FROM DBTEST.OTBS1 SAMPLE (0.1) WHERE (IDNO IS NOT NULL) ORDER BY DBMS_RANDOM.VALUE) WHERE ROWNUM <= 15 ORDER by IDNO ASC] is running... 2021-06-23 12:58:31.389 [job-0] INFO SingleTableSplitUtil - After split(), allQuerySql=[ select IDNO,COL1,COL2,COL3,DT,COL5,COL6,COL7,COL8,COL9,COL10 from TEST.OTBS1 where (42075 <= IDNO AND IDNO < 77408) select IDNO,COL1,COL2,COL3,DT,COL5,COL6,COL7,COL8,COL9,COL10 from TEST.OTBS1 where (77408 <= IDNO AND IDNO < 187833) select IDNO,COL1,COL2,COL3,DT,COL5,COL6,COL7,COL8,COL9,COL10 from TEST.OTBS1 where (187833 <= IDNO AND IDNO < 263631) select IDNO,COL1,COL2,COL3,DT,COL5,COL6,COL7,COL8,COL9,COL10 from TEST.OTBS1 where (263631 <= IDNO AND IDNO < 349253) select IDNO,COL1,COL2,COL3,DT,COL5,COL6,COL7,COL8,COL9,COL10 from TEST.OTBS1 where (349253 <= IDNO AND IDNO < 364994) select IDNO,COL1,COL2,COL3,DT,COL5,COL6,COL7,COL8,COL9,COL10 from TEST.OTBS1 where (364994 <= IDNO AND IDNO < 434398) select IDNO,COL1,COL2,COL3,DT,COL5,COL6,COL7,COL8,COL9,COL10 from TEST.OTBS1 where (434398 <= IDNO AND IDNO < 437250) select IDNO,COL1,COL2,COL3,DT,COL5,COL6,COL7,COL8,COL9,COL10 from TEST.OTBS1 where (437250 <= IDNO AND IDNO < 516705) select IDNO,COL1,COL2,COL3,DT,COL5,COL6,COL7,COL8,COL9,COL10 from TEST.OTBS1 where (516705 <= IDNO AND IDNO < 555961) select IDNO,COL1,COL2,COL3,DT,COL5,COL6,COL7,COL8,COL9,COL10 from TEST.OTBS1 where (555961 <= IDNO AND IDNO < 578695) select IDNO,COL1,COL2,COL3,DT,COL5,COL6,COL7,COL8,COL9,COL10 from TEST.OTBS1 where (578695 <= IDNO AND IDNO < 638120) select IDNO,COL1,COL2,COL3,DT,COL5,COL6,COL7,COL8,COL9,COL10 from TEST.OTBS1 where (638120 <= IDNO AND IDNO < 655685) select IDNO,COL1,COL2,COL3,DT,COL5,COL6,COL7,COL8,COL9,COL10 from TEST.OTBS1 where (655685 <= IDNO AND IDNO < 859873) select IDNO,COL1,COL2,COL3,DT,COL5,COL6,COL7,COL8,COL9,COL10 from TEST.OTBS1 where (859873 <= IDNO AND IDNO <= 962533) select IDNO,COL1,COL2,COL3,DT,COL5,COL6,COL7,COL8,COL9,COL10 from TEST.OTBS1 where ((IDNO < 42075) OR (962533 < IDNO)) select IDNO,COL1,COL2,COL3,DT,COL5,COL6,COL7,COL8,COL9,COL10 from TEST.OTBS1 where IDNO IS NULL ]. 2021-06-23 12:58:31.390 [job-0] INFO JobContainer - DataX Reader.Job [oraclereader] splits to [16] tasks. 2021-06-23 12:58:31.394 [job-0] INFO JobContainer - DataX Writer.Job [mysqlwriter] splits to [16] tasks. 2021-06-23 12:58:31.431 [job-0] INFO JobContainer - jobContainer starts to do schedule ... 2021-06-23 12:58:31.460 [job-0] INFO JobContainer - Scheduler starts [1] taskGroups. 2021-06-23 12:58:31.463 [job-0] INFO JobContainer - Running by standalone Mode. 2021-06-23 12:58:31.487 [taskGroup-0] INFO TaskGroupContainer - taskGroupId=[0] start [3] channels for [16] tasks. 2021-06-23 12:58:31.508 [taskGroup-0] INFO Channel - Channel set byte_speed_limit to -1, No bps activated. 2021-06-23 12:58:31.508 [taskGroup-0] INFO Channel - Channel set record_speed_limit to -1, No tps activated.

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