2019-09-16 17:27:40 +08:00
|
|
|
|
![](https://github.com/cas-bigdatalab/piflow/blob/master/doc/piflow-logo2.png)
|
2019-09-16 17:23:05 +08:00
|
|
|
|
[![GitHub releases](https://img.shields.io/github/release/cas-bigdatalab/piflow.svg)](https://github.com/cas-bigdatalab/piflow/releases)
|
|
|
|
|
[![GitHub stars](https://img.shields.io/github/stars/cas-bigdatalab/piflow.svg)](https://github.com/cas-bigdatalab/piflow/stargazers)
|
|
|
|
|
[![GitHub forks](https://img.shields.io/github/forks/cas-bigdatalab/piflow.svg)](https://github.com/cas-bigdatalab/piflow/network)
|
|
|
|
|
[![GitHub downloads](https://img.shields.io/github/downloads/cas-bigdatalab/piflow/total.svg)](https://github.com/cas-bigdatalab/piflow/releases)
|
|
|
|
|
[![GitHub issues](https://img.shields.io/github/issues/cas-bigdatalab/piflow.svg)](https://github.com/cas-bigdatalab/piflow/issues)
|
|
|
|
|
[![GitHub license](https://img.shields.io/github/license/cas-bigdatalab/piflow.svg)](https://github.com/cas-bigdatalab/piflow/blob/master/LICENSE)
|
2019-09-11 14:21:34 +08:00
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|
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|
|
|
πFlow is an easy to use, powerful big data pipeline system.
|
2020-05-21 16:12:16 +08:00
|
|
|
|
Try PiFlow v0.6 with: http://piflow.cstcloud.cn/piflow-web/
|
2018-12-24 15:59:18 +08:00
|
|
|
|
## Table of Contents
|
|
|
|
|
|
|
|
|
|
- [Features](#features)
|
2018-12-24 17:45:55 +08:00
|
|
|
|
- [Architecture](#architecture)
|
2018-12-24 15:59:18 +08:00
|
|
|
|
- [Requirements](#requirements)
|
|
|
|
|
- [Getting Started](#getting-started)
|
2020-02-19 17:09:47 +08:00
|
|
|
|
- [PiFlow Docker](#docker-started)
|
2020-02-19 17:14:34 +08:00
|
|
|
|
- [Use Interface](#use-interface)
|
2020-05-22 16:56:04 +08:00
|
|
|
|
- [Contact Us](#contact-us)
|
2018-12-24 15:59:18 +08:00
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|
|
|
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|
|
|
|
## Features
|
|
|
|
|
|
|
|
|
|
- Easy to use
|
|
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|
|
- provide a WYSIWYG web interface to configure data flow
|
2019-03-14 16:50:41 +08:00
|
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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
|
2018-12-24 15:59:18 +08:00
|
|
|
|
- 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.
|
2018-12-24 17:45:55 +08:00
|
|
|
|
|
|
|
|
|
## Architecture
|
|
|
|
|
![](https://github.com/cas-bigdatalab/piflow/blob/master/doc/architecture.png)
|
2018-12-24 15:59:18 +08:00
|
|
|
|
## Requirements
|
2020-05-21 16:12:16 +08:00
|
|
|
|
* JDK 1.8
|
|
|
|
|
* Scala-2.11.8
|
2020-05-22 16:37:01 +08:00
|
|
|
|
* Apache Maven 3.1.0 or newer
|
2020-05-21 16:12:16 +08:00
|
|
|
|
* Spark-2.1.0、 Spark-2.2.0、 Spark-2.3.0
|
2019-03-14 16:50:41 +08:00
|
|
|
|
* Hadoop-2.6.0
|
2018-12-24 15:59:18 +08:00
|
|
|
|
|
|
|
|
|
## Getting Started
|
2018-12-24 17:37:20 +08:00
|
|
|
|
|
2020-05-21 16:24:16 +08:00
|
|
|
|
### To Build:
|
2020-05-21 16:28:34 +08:00
|
|
|
|
- `install external package`
|
2020-05-21 16:18:30 +08:00
|
|
|
|
|
2020-05-22 16:37:01 +08:00
|
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|
|
mvn install:install-file -Dfile=/../piflow/piflow-bundle/lib/spark-xml_2.11-0.4.2.jar -DgroupId=com.databricks -DartifactId=spark-xml_2.11 -Dversion=0.4.2 -Dpackaging=jar
|
|
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|
|
mvn install:install-file -Dfile=/../piflow/piflow-bundle/lib/java_memcached-release_2.6.6.jar -DgroupId=com.memcached -DartifactId=java_memcached-release -Dversion=2.6.6 -Dpackaging=jar
|
|
|
|
|
mvn install:install-file -Dfile=/../piflow/piflow-bundle/lib/ojdbc6-11.2.0.3.jar -DgroupId=oracle -DartifactId=ojdbc6 -Dversion=11.2.0.3 -Dpackaging=jar
|
|
|
|
|
mvn install:install-file -Dfile=/../piflow/piflow-bundle/lib/edtftpj.jar -DgroupId=ftpClient -DartifactId=edtftp -Dversion=1.0.0 -Dpackaging=jar
|
2020-05-21 16:18:30 +08:00
|
|
|
|
|
|
|
|
|
|
2020-05-21 16:24:16 +08:00
|
|
|
|
- `mvn clean package -Dmaven.test.skip=true`
|
2018-12-24 17:37:20 +08:00
|
|
|
|
|
|
|
|
|
[INFO] Replacing original artifact with shaded artifact.
|
|
|
|
|
[INFO] Reactor Summary:
|
2020-05-21 16:18:30 +08:00
|
|
|
|
[INFO]
|
|
|
|
|
[INFO] piflow-project ..................................... SUCCESS [ 4.369 s]
|
|
|
|
|
[INFO] piflow-core ........................................ SUCCESS [01:23 min]
|
|
|
|
|
[INFO] piflow-configure ................................... SUCCESS [ 12.418 s]
|
2018-12-24 17:37:20 +08:00
|
|
|
|
[INFO] piflow-bundle ...................................... SUCCESS [02:15 min]
|
2020-05-21 16:18:30 +08:00
|
|
|
|
[INFO] piflow-server ...................................... SUCCESS [02:05 min]
|
2018-12-24 17:37:20 +08:00
|
|
|
|
[INFO] ------------------------------------------------------------------------
|
|
|
|
|
[INFO] BUILD SUCCESS
|
|
|
|
|
[INFO] ------------------------------------------------------------------------
|
2020-05-21 16:18:30 +08:00
|
|
|
|
[INFO] Total time: 06:01 min
|
|
|
|
|
[INFO] Finished at: 2020-05-21T15:22:58+08:00
|
|
|
|
|
[INFO] Final Memory: 118M/691M
|
2018-12-24 17:37:20 +08:00
|
|
|
|
[INFO] ------------------------------------------------------------------------
|
|
|
|
|
|
2020-05-21 16:24:16 +08:00
|
|
|
|
### Run Piflow Server:
|
2019-03-14 16:50:41 +08:00
|
|
|
|
|
2020-05-22 16:37:01 +08:00
|
|
|
|
- `run piflow server on Intellij`:
|
|
|
|
|
- download piflow: git clone https://github.com/cas-bigdatalab/piflow.git
|
|
|
|
|
- import piflow into Intellij
|
|
|
|
|
- edit config.properties file
|
|
|
|
|
- build piflow to generate piflow jar:
|
|
|
|
|
- Edit Configurations --> Add New Configuration --> Maven
|
|
|
|
|
- Name: package
|
|
|
|
|
- Command line: clean package -Dmaven.test.skip=true -X
|
|
|
|
|
- run 'package' (piflow jar file will be built in ../piflow/piflow-server/target/piflow-server-0.9.jar)
|
|
|
|
|
|
|
|
|
|
- run HttpService:
|
|
|
|
|
- Edit Configurations --> Add New Configuration --> Application
|
|
|
|
|
- Name: HttpService
|
|
|
|
|
- Main class : cn.piflow.api.Main
|
|
|
|
|
- Environment Variable: SPARK_HOME=/opt/spark-2.2.0-bin-hadoop2.6(change the path to your spark home)
|
|
|
|
|
- run 'HttpService'
|
|
|
|
|
|
|
|
|
|
- test HttpService:
|
|
|
|
|
- run /../piflow/piflow-server/src/main/scala/cn/piflow/api/HTTPClientStartMockDataFlow.scala
|
|
|
|
|
- change the piflow server ip and port to your configure
|
|
|
|
|
|
2019-03-14 16:50:41 +08:00
|
|
|
|
|
|
|
|
|
- `run piflow server by release version`:
|
2020-05-21 16:24:16 +08:00
|
|
|
|
- download piflow.tar.gz:
|
2020-05-21 16:26:42 +08:00
|
|
|
|
https://github.com/cas-bigdatalab/piflow/releases/download/v0.5/piflow.tar.gz
|
|
|
|
|
https://github.com/cas-bigdatalab/piflow/releases/download/v0.6/piflow-server-v0.6.tar.gz
|
|
|
|
|
https://github.com/cas-bigdatalab/piflow/releases/download/v0.7/piflow-server-v0.7.tar.gz
|
2020-05-21 16:12:16 +08:00
|
|
|
|
|
2020-05-21 16:28:34 +08:00
|
|
|
|
- unzip piflow.tar.gz:
|
2020-05-21 16:12:16 +08:00
|
|
|
|
tar -zxvf piflow.tar.gz
|
|
|
|
|
|
2020-05-22 16:37:01 +08:00
|
|
|
|
- edit config.properties
|
|
|
|
|
|
|
|
|
|
- run start.sh、stop.sh、 restart.sh、 status.sh
|
|
|
|
|
|
|
|
|
|
- test piflow server
|
|
|
|
|
- set PIFLOW_HOME
|
|
|
|
|
- vim /etc/profile
|
|
|
|
|
export PIFLOW_HOME=/yourPiflowPath/bin
|
|
|
|
|
export PATH=$PATH:$PIFLOW_HOME/bin
|
|
|
|
|
- command
|
|
|
|
|
piflow flow start example/mockDataFlow.json
|
|
|
|
|
piflow flow stop appID
|
|
|
|
|
piflow flow info appID
|
|
|
|
|
piflow flow log appID
|
|
|
|
|
|
|
|
|
|
piflow flowGroup start example/mockDataGroup.json
|
|
|
|
|
piflow flowGroup stop groupId
|
|
|
|
|
piflow flowGroup info groupId
|
|
|
|
|
|
2019-03-14 16:50:41 +08:00
|
|
|
|
- `how to configure config.properties`
|
2020-05-21 16:04:15 +08:00
|
|
|
|
|
2018-12-24 17:37:20 +08:00
|
|
|
|
#spark and yarn config
|
|
|
|
|
spark.master=yarn
|
|
|
|
|
spark.deploy.mode=cluster
|
2019-03-14 16:50:41 +08:00
|
|
|
|
|
2020-05-21 16:04:15 +08:00
|
|
|
|
#hdfs default file system
|
|
|
|
|
fs.defaultFS=hdfs://10.0.86.191:9000
|
|
|
|
|
|
|
|
|
|
#yarn resourcemanager.hostname
|
|
|
|
|
yarn.resourcemanager.hostname=10.0.86.191
|
2019-03-14 16:50:41 +08:00
|
|
|
|
|
2020-05-21 16:04:15 +08:00
|
|
|
|
#if you want to use hive, set hive metastore uris
|
|
|
|
|
#hive.metastore.uris=thrift://10.0.88.71:9083
|
2019-03-14 16:50:41 +08:00
|
|
|
|
|
2020-05-21 16:04:15 +08:00
|
|
|
|
#show data in log, set 0 if you do not want to show data in logs
|
2019-03-14 16:50:41 +08:00
|
|
|
|
data.show=10
|
|
|
|
|
|
2020-05-21 16:04:15 +08:00
|
|
|
|
#server port
|
|
|
|
|
server.port=8002
|
|
|
|
|
|
|
|
|
|
#h2db port
|
2019-03-14 16:50:41 +08:00
|
|
|
|
h2.port=50002
|
2020-05-21 16:04:15 +08:00
|
|
|
|
|
2018-12-24 17:37:20 +08:00
|
|
|
|
|
2020-05-21 16:24:16 +08:00
|
|
|
|
### Run Piflow Web:
|
2019-03-18 16:15:21 +08:00
|
|
|
|
- https://github.com/cas-bigdatalab/piflow-web
|
2018-12-24 17:37:20 +08:00
|
|
|
|
|
2020-05-21 17:25:18 +08:00
|
|
|
|
### Restful API:
|
2018-12-24 17:37:20 +08:00
|
|
|
|
|
2020-05-21 17:25:18 +08:00
|
|
|
|
- flow json
|
2020-05-21 17:22:14 +08:00
|
|
|
|
<details>
|
2020-05-21 17:25:18 +08:00
|
|
|
|
<summary>flow example</summary>
|
2020-05-21 17:22:14 +08:00
|
|
|
|
<pre>
|
2020-05-22 16:56:04 +08:00
|
|
|
|
<code>
|
|
|
|
|
{
|
|
|
|
|
"flow": {
|
|
|
|
|
"name": "MockData",
|
|
|
|
|
"executorMemory": "1g",
|
|
|
|
|
"executorNumber": "1",
|
|
|
|
|
"uuid": "8a80d63f720cdd2301723b7461d92600",
|
|
|
|
|
"paths": [
|
|
|
|
|
{
|
|
|
|
|
"inport": "",
|
|
|
|
|
"from": "MockData",
|
|
|
|
|
"to": "ShowData",
|
|
|
|
|
"outport": ""
|
|
|
|
|
}
|
|
|
|
|
],
|
|
|
|
|
"executorCores": "1",
|
|
|
|
|
"driverMemory": "1g",
|
|
|
|
|
"stops": [
|
|
|
|
|
{
|
|
|
|
|
"name": "MockData",
|
|
|
|
|
"bundle": "cn.piflow.bundle.common.MockData",
|
|
|
|
|
"uuid": "8a80d63f720cdd2301723b7461d92604",
|
|
|
|
|
"properties": {
|
|
|
|
|
"schema": "title:String, author:String, age:Int",
|
|
|
|
|
"count": "10"
|
|
|
|
|
},
|
|
|
|
|
"customizedProperties": {
|
|
|
|
|
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "ShowData",
|
|
|
|
|
"bundle": "cn.piflow.bundle.external.ShowData",
|
|
|
|
|
"uuid": "8a80d63f720cdd2301723b7461d92602",
|
|
|
|
|
"properties": {
|
|
|
|
|
"showNumber": "5"
|
|
|
|
|
},
|
|
|
|
|
"customizedProperties": {
|
|
|
|
|
|
|
|
|
|
}
|
|
|
|
|
}
|
|
|
|
|
]
|
|
|
|
|
}
|
2020-05-22 16:47:16 +08:00
|
|
|
|
}</code>
|
2020-05-21 17:22:14 +08:00
|
|
|
|
</pre>
|
|
|
|
|
</details>
|
2020-05-22 14:27:35 +08:00
|
|
|
|
- CURL POST:
|
2019-01-11 15:47:36 +08:00
|
|
|
|
- curl -0 -X POST http://10.0.86.191:8002/flow/start -H "Content-type: application/json" -d 'this is your flow json'
|
2020-05-22 14:27:35 +08:00
|
|
|
|
|
2020-05-22 14:28:53 +08:00
|
|
|
|
- Command line:
|
|
|
|
|
- set PIFLOW_HOME
|
|
|
|
|
vim /etc/profile
|
|
|
|
|
export PIFLOW_HOME=/yourPiflowPath/piflow-bin
|
|
|
|
|
export PATH=$PATH:$PIFLOW_HOME/bin
|
2020-05-22 14:27:35 +08:00
|
|
|
|
|
2020-05-22 14:28:53 +08:00
|
|
|
|
- command example
|
|
|
|
|
piflow flow start yourFlow.json
|
|
|
|
|
piflow flow stop appID
|
|
|
|
|
piflow flow info appID
|
|
|
|
|
piflow flow log appID
|
2020-02-19 17:09:47 +08:00
|
|
|
|
|
2020-05-22 14:28:53 +08:00
|
|
|
|
piflow flowGroup start yourFlowGroup.json
|
|
|
|
|
piflow flowGroup stop groupId
|
|
|
|
|
piflow flowGroup info groupId
|
|
|
|
|
|
2020-02-19 17:09:47 +08:00
|
|
|
|
## docker-started
|
2020-02-19 17:15:24 +08:00
|
|
|
|
- pull piflow images
|
2020-06-04 16:45:46 +08:00
|
|
|
|
docker pull registry.cn-hangzhou.aliyuncs.com/cnic_piflow/piflow:v0.7.1
|
2020-04-05 19:29:40 +08:00
|
|
|
|
docker pull registry.cn-hangzhou.aliyuncs.com/cnic_piflow/piflow:v0.6.1
|
2020-02-19 17:09:47 +08:00
|
|
|
|
|
|
|
|
|
- show docker images
|
|
|
|
|
docker images
|
|
|
|
|
|
2020-02-19 17:15:24 +08:00
|
|
|
|
- run a container with piflow imageID , all services run automatically
|
2020-02-20 11:25:14 +08:00
|
|
|
|
docker run --name piflow-v0.6 -it [imageID]
|
2020-02-19 17:09:47 +08:00
|
|
|
|
|
|
|
|
|
- please visit "containerip:6001/piflow-web", it may take a while
|
|
|
|
|
|
|
|
|
|
- if somethings goes wrong, all the application are in /opt folder,
|
|
|
|
|
|
2020-02-19 17:14:34 +08:00
|
|
|
|
## use-interface
|
2020-05-21 16:00:22 +08:00
|
|
|
|
- `Login`:
|
|
|
|
|
|
2020-02-19 17:09:47 +08:00
|
|
|
|
![](https://github.com/cas-bigdatalab/piflow/blob/master/doc/piflow-login.png)
|
2020-05-21 16:00:22 +08:00
|
|
|
|
|
|
|
|
|
- `Flow list`:
|
|
|
|
|
|
2019-03-19 10:35:48 +08:00
|
|
|
|
![](https://github.com/cas-bigdatalab/piflow/blob/master/doc/piflow-flowlist.png)
|
2020-05-21 16:00:22 +08:00
|
|
|
|
|
|
|
|
|
- `Create flow`:
|
|
|
|
|
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2019-02-26 16:38:32 +08:00
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![](https://github.com/cas-bigdatalab/piflow/blob/master/doc/piflow-createflow.png)
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2020-05-21 16:00:22 +08:00
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- `Configure flow`:
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2019-03-18 17:00:26 +08:00
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![](https://github.com/cas-bigdatalab/piflow/blob/master/doc/piflow-flowconfig.png)
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2020-05-21 16:00:22 +08:00
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- `Load flow`:
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2019-02-26 16:38:32 +08:00
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![](https://github.com/cas-bigdatalab/piflow/blob/master/doc/piflow-loadflow.png)
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2020-05-21 16:00:22 +08:00
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- `Monitor flow`:
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2019-02-26 16:38:32 +08:00
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![](https://github.com/cas-bigdatalab/piflow/blob/master/doc/piflow-monitor.png)
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2020-05-21 16:00:22 +08:00
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- `Flow logs`:
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2019-02-26 16:38:32 +08:00
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![](https://github.com/cas-bigdatalab/piflow/blob/master/doc/piflow-log.png)
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2020-05-21 16:00:22 +08:00
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- `Group list`:
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2020-05-21 17:16:30 +08:00
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![](https://github.com/cas-bigdatalab/piflow/blob/master/doc/piflow-group-list.png)
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2020-05-21 16:00:22 +08:00
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- `Configure group`:
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2020-05-21 17:16:30 +08:00
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![](https://github.com/cas-bigdatalab/piflow/blob/master/doc/piflow-configure-group.png)
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2020-05-21 16:00:22 +08:00
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- `Monitor group`:
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2020-05-21 17:16:30 +08:00
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![](https://github.com/cas-bigdatalab/piflow/blob/master/doc/piflow-monitor-group.png)
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2020-05-21 16:00:22 +08:00
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- `Process List`:
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|
2019-02-26 16:38:32 +08:00
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![](https://github.com/cas-bigdatalab/piflow/blob/master/doc/piflow-processlist.png)
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2020-05-21 16:00:22 +08:00
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- `Template List`:
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|
2019-02-26 16:38:32 +08:00
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![](https://github.com/cas-bigdatalab/piflow/blob/master/doc/piflow-templatelist.png)
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2020-05-21 16:00:22 +08:00
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|
2020-05-28 21:08:08 +08:00
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- `DataSource List`:
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![](https://github.com/cas-bigdatalab/piflow/blob/master/doc/piflow-templatelist.png)
|
2019-09-09 09:32:13 +08:00
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|
2020-05-22 16:56:04 +08:00
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## Contact Us
|
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|
- Name:吴老师
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- Mobile Phone:18910263390
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- WeChat:18910263390
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- Email: wzs@cnic.cn
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|
- QQ Group:1003489545
|
|
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|
|
![](https://github.com/cas-bigdatalab/piflow/blob/master/doc/PiFlowUserGroup_QQ.jpeg)
|
2020-06-02 10:36:13 +08:00
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|
- WeChat group is valid for 7 days
|
2020-06-03 19:06:23 +08:00
|
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|
|
![](https://github.com/cas-bigdatalab/piflow/blob/master/doc/PiFlowUserGroup.png)
|
2019-09-11 14:31:52 +08:00
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|
2019-12-21 11:14:45 +08:00
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2019-09-09 09:32:13 +08:00
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