269 lines
9.2 KiB
Markdown
269 lines
9.2 KiB
Markdown
|
||
[](https://github.com/cas-bigdatalab/piflow/releases)
|
||
[](https://github.com/cas-bigdatalab/piflow/stargazers)
|
||
[](https://github.com/cas-bigdatalab/piflow/network)
|
||
[](https://github.com/cas-bigdatalab/piflow/releases)
|
||
[](https://github.com/cas-bigdatalab/piflow/issues)
|
||
[](https://github.com/cas-bigdatalab/piflow/blob/master/LICENSE)
|
||
|
||
πFlow is an easy to use, powerful big data pipeline system.
|
||
|
||
## Table of Contents
|
||
|
||
- [Features](#features)
|
||
- [Architecture](#architecture)
|
||
- [Requirements](#requirements)
|
||
- [Getting Started](#getting-started)
|
||
- [Getting Help](#getting-help)
|
||
- [Documentation](#documentation)
|
||
|
||
## Features
|
||
|
||
- Easy to use
|
||
- provide a WYSIWYG web interface to configure data flow
|
||
- monitor data flow status
|
||
- check the logs of data flow
|
||
- provide checkpoints
|
||
- Strong scalability:
|
||
- Support customized development of data processing components
|
||
- Superior performance
|
||
- based on distributed computing engine Spark
|
||
- Powerful
|
||
- 100+ data processing components available
|
||
- include spark、mllib、hadoop、hive、hbase、solr、redis、memcache、elasticSearch、jdbc、mongodb、http、ftp、xml、csv、json，etc.
|
||
|
||
## Architecture
|
||
|
||
## Requirements
|
||
* JDK 1.8 or newer
|
||
* Apache Maven 3.1.0 or newer
|
||
* Git Client (used during build process by 'bower' plugin)
|
||
* Spark-2.1.0
|
||
* Hadoop-2.6.0
|
||
* Hive-1.2.1
|
||
|
||
## Getting Started
|
||
|
||
To Build:
|
||
`mvn clean package -Dmaven.test.skip=true`
|
||
|
||
[INFO] Replacing original artifact with shaded artifact.
|
||
[INFO] Replacing /opt/project/piflow/piflow-server/target/piflow-server-0.9.jar with /opt/project/piflow/piflow-server/target/piflow-server-0.9-shaded.jar
|
||
[INFO] ------------------------------------------------------------------------
|
||
[INFO] Reactor Summary:
|
||
[INFO]
|
||
[INFO] piflow-project ..................................... SUCCESS [ 4.602 s]
|
||
[INFO] piflow-core ........................................ SUCCESS [ 56.533 s]
|
||
[INFO] piflow-bundle ...................................... SUCCESS [02:15 min]
|
||
[INFO] piflow-server ...................................... SUCCESS [03:01 min]
|
||
[INFO] ------------------------------------------------------------------------
|
||
[INFO] BUILD SUCCESS
|
||
[INFO] ------------------------------------------------------------------------
|
||
[INFO] Total time: 06:18 min
|
||
[INFO] Finished at: 2018-12-24T16:54:16+08:00
|
||
[INFO] Final Memory: 41M/812M
|
||
[INFO] ------------------------------------------------------------------------
|
||
|
||
To Run Piflow Server：
|
||
|
||
- `run piflow server on intellij`:
|
||
- edit config.properties
|
||
- build piflow to generate piflow-server.jar
|
||
- main class is cn.piflow.api.Main(remember to set SPARK_HOME)
|
||
|
||
- `run piflow server by release version`:
|
||
- download piflow.tar.gz: https://github.com/cas-bigdatalab/piflow/releases/download/v0.5/piflow.tar.gz
|
||
- unzip piflow.tar.gz: tar -zxvf piflow.tar.gz
|
||
- edit config.properties
|
||
- run start.sh
|
||
- `how to configure config.properties`
|
||
|
||
#server ip and port
|
||
server.ip=10.0.86.191
|
||
server.port=8002
|
||
h2.port=50002
|
||
|
||
#spark and yarn config
|
||
spark.master=yarn
|
||
spark.deploy.mode=cluster
|
||
yarn.resourcemanager.hostname=10.0.86.191
|
||
yarn.resourcemanager.address=10.0.86.191:8032
|
||
yarn.access.namenode=hdfs://10.0.86.191:9000
|
||
yarn.stagingDir=hdfs://10.0.86.191:9000/tmp/
|
||
yarn.jars=hdfs://10.0.86.191:9000/user/spark/share/lib/*.jar
|
||
yarn.url=http://10.0.86.191:8088/ws/v1/cluster/apps/
|
||
|
||
#hive config
|
||
hive.metastore.uris=thrift://10.0.86.191:9083
|
||
|
||
#piflow-server.jar path
|
||
piflow.bundle=/opt/piflowServer/piflow-server-0.9.jar
|
||
|
||
#checkpoint hdfs path
|
||
checkpoint.path=hdfs://10.0.86.89:9000/piflow/checkpoints/
|
||
|
||
#debug path
|
||
debug.path=hdfs://10.0.88.191:9000/piflow/debug/
|
||
|
||
#yarn url
|
||
yarn.url=http://10.0.86.191:8088/ws/v1/cluster/apps/
|
||
|
||
#the count of data shown in log
|
||
data.show=10
|
||
|
||
#h2 db port
|
||
h2.port=50002
|
||
|
||
To Run Piflow Web：
|
||
- https://github.com/cas-bigdatalab/piflow-web
|
||
|
||
To Use：
|
||
|
||
- command line
|
||
- flow config example
|
||
|
||
|
||
{
|
||
"flow":{
|
||
"name":"test",
|
||
"uuid":"1234",
|
||
"checkpoint":"Merge",
|
||
"stops":[
|
||
{
|
||
"uuid":"1111",
|
||
"name":"XmlParser",
|
||
"bundle":"cn.piflow.bundle.xml.XmlParser",
|
||
"properties":{
|
||
"xmlpath":"hdfs://10.0.86.89:9000/xjzhu/dblp.mini.xml",
|
||
"rowTag":"phdthesis"
|
||
}
|
||
},
|
||
{
|
||
"uuid":"2222",
|
||
"name":"SelectField",
|
||
"bundle":"cn.piflow.bundle.common.SelectField",
|
||
"properties":{
|
||
"schema":"title,author,pages"
|
||
}
|
||
|
||
},
|
||
{
|
||
"uuid":"3333",
|
||
"name":"PutHiveStreaming",
|
||
"bundle":"cn.piflow.bundle.hive.PutHiveStreaming",
|
||
"properties":{
|
||
"database":"sparktest",
|
||
"table":"dblp_phdthesis"
|
||
}
|
||
},
|
||
{
|
||
"uuid":"4444",
|
||
"name":"CsvParser",
|
||
"bundle":"cn.piflow.bundle.csv.CsvParser",
|
||
"properties":{
|
||
"csvPath":"hdfs://10.0.86.89:9000/xjzhu/phdthesis.csv",
|
||
"header":"false",
|
||
"delimiter":",",
|
||
"schema":"title,author,pages"
|
||
}
|
||
},
|
||
{
|
||
"uuid":"555",
|
||
"name":"Merge",
|
||
"bundle":"cn.piflow.bundle.common.Merge",
|
||
"properties":{
|
||
"inports":"data1,data2"
|
||
}
|
||
},
|
||
{
|
||
"uuid":"666",
|
||
"name":"Fork",
|
||
"bundle":"cn.piflow.bundle.common.Fork",
|
||
"properties":{
|
||
"outports":"out1,out2,out3"
|
||
}
|
||
},
|
||
{
|
||
"uuid":"777",
|
||
"name":"JsonSave",
|
||
"bundle":"cn.piflow.bundle.json.JsonSave",
|
||
"properties":{
|
||
"jsonSavePath":"hdfs://10.0.86.89:9000/xjzhu/phdthesis.json"
|
||
}
|
||
},
|
||
{
|
||
"uuid":"888",
|
||
"name":"CsvSave",
|
||
"bundle":"cn.piflow.bundle.csv.CsvSave",
|
||
"properties":{
|
||
"csvSavePath":"hdfs://10.0.86.89:9000/xjzhu/phdthesis_result.csv",
|
||
"header":"true",
|
||
"delimiter":","
|
||
}
|
||
}
|
||
],
|
||
"paths":[
|
||
{
|
||
"from":"XmlParser",
|
||
"outport":"",
|
||
"inport":"",
|
||
"to":"SelectField"
|
||
},
|
||
{
|
||
"from":"SelectField",
|
||
"outport":"",
|
||
"inport":"data1",
|
||
"to":"Merge"
|
||
},
|
||
{
|
||
"from":"CsvParser",
|
||
"outport":"",
|
||
"inport":"data2",
|
||
"to":"Merge"
|
||
},
|
||
{
|
||
"from":"Merge",
|
||
"outport":"",
|
||
"inport":"",
|
||
"to":"Fork"
|
||
},
|
||
{
|
||
"from":"Fork",
|
||
"outport":"out1",
|
||
"inport":"",
|
||
"to":"PutHiveStreaming"
|
||
},
|
||
{
|
||
"from":"Fork",
|
||
"outport":"out2",
|
||
"inport":"",
|
||
"to":"JsonSave"
|
||
},
|
||
{
|
||
"from":"Fork",
|
||
"outport":"out3",
|
||
"inport":"",
|
||
"to":"CsvSave"
|
||
}
|
||
]
|
||
}
|
||
}
|
||
- curl -0 -X POST http://10.0.86.191:8002/flow/start -H "Content-type: application/json" -d 'this is your flow json'
|
||
- piflow web: try with "http://piflow.ml/piflow-web", user/password: admin/admin
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
Welcome to join PiFlow User Group! Contact：吴老师 18910263390 wzs@cnic.cn
|
||
|