alibaba / alibaba/DataX

datax同步数据从hdfs到mysql传输非常慢

Open
#753 1 comment 0 reactions 0 assignees View on GitHub
Dominant language
Java
Stars
17.4k
Forks
5.7k
PR merge metrics
No merged PRs in 30d

Description

datax同步数据从hdfs到mysql传输非常慢
hdfs里的数据orc格式
写入都RDS里,内网传输。传输速度只有500K

启动命令:

python2 /alxxxxxtax/bin/datax.py -p" -Ddt='dt='2020-06-30" --jvm="-Xms5G -Xmx5G" /axxxxs/dwsxxxxofile_df.json

json配置文件:
{
"core":{
"transport":{
"channel":{
"speed":{
"channel": 10,
"record":-1,
"byte":-1,
"batchSize":20480
}
}
}
},
"job": {
"setting": {
"speed": {
"channel": 10,
"record":-1,
"byte":-1,
"batchSize":20480
}
},
"content": [
{
"reader": {
"name": "hdfsreader",
"parameter": {
"path": "/xxxx_df/$dt",
"defaultFS": "hdfs://17xxxxx:8020",
"hadoopConfig": {
"dfs.client.use.datanode.hostname":"true",
"dfs.nameservices": "flashHadoop",
"dfs.ha.namenodes.minq-cluster": "nn1,nn2",
"dfs.namenode.rpc-address.flashHadoop.nn1": "17xxxx:8020",
"dfs.namenode.rpc-address.flashHadoop.nn2": "172xx2:8020",
"dfs.client.failover.proxy.provider.minq-cluster":"org.apache.hadoop.hdfs.server.namenode.ha.ConfiguredFailoverProxyProvider"
},



"column": [
{
"index": 0,
"type": "string"
},
{
"index": 1,
"type": "string"
},
...
{
"index": 134,
"type": "string"
}
],
"compress": "SNAPPY",
"fileType": "orc",
"encoding": "UTF-8",
"fieldDelimiter": "\t"
}
},
"writer": {
"name": "mysqlwriter",
"parameter": {
"writeMode": "insert ignore",
"username": "dxxxxxx",
"password": "8xxxxxxxx",
"column": [
"created_at",
...
"isss_vms",
"isssssp",
"isxxx_irm"
],
"preSql": [
" truncate dwsxxxxxe_df "
],
"connection": [
{
"jdbcUrl": "jdbc:mysql://rxxxxncs.com:3306/daxxxvice",
"table": [
"xxxxxxxxxxx"
]
}
]
}
}
}
]
}
}

Contributor guide

No contributing guide indexed for this repository

Research direction

Start by reviewing the supplied DataX job configuration, especially the HDFS reader and MySQL writer settings, and measure throughput for the ORC-to-MySQL run. The issue does not name a repository file or test, so investigation would need to establish the bottleneck and a measurable target; the target throughput is not provided.

Written by the indexing model from the issue text.

Assessment

Tech stack
mysql, python
Domain
data-engineering, databases
Issue type
Bug
Difficulty
4/5
Estimated time
3-5 days
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
25/100

Get new issues in your inbox

A short digest of beginner-friendly GitHub issues.