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