bigdata-playground

KO | EN

gitlite — search

#javascript #python #hacktoberfest #react #ai #typescript #llm #go #golang #android #machine-learning #rust #deep-learning #linux

bigdata-playground

(★ 210)

A complete example of a big data application using : Kubernetes (kops/aws), Apache Spark SQL/Streaming/MLib, Apache Flink, Scala, Python, Apache Kafka, Apache Hbase, Apache Parquet, Apache Avro, Apache Storm, Twitter Api, MongoDB, NodeJS, Angular, GraphQL

bigdata-playground Latest Version Download

Download Latest Version (.zip)

// repository documentation

Was this content helpful?

★ 0 (0 ratings)

# Bigdata Playground

The aim is to create a Batch/Streaming/ML/WebApp stack where you can test your jobs locally or to submit them to the Yarn resource manager. We are using Docker to build the environment and Docker-Compose to provision it with the required components (Next step using Kubernetes). Along with the infrastructure, We are check that it works with 4 projects that just probes everything is working as expected. The boilerplate is based on a sample search flight Web application.

## Installation
If you are on mac then, you can use package manager like `brew` to install `sbt` on your machine:

```bash
$ brew install sbt
```

For other systems, you can refer to manual instructions from `sbt` website http://www.scala-sbt.org/0.13/tutorial/Manual-Installation.html.

If you are on mac then, you can use package manager like `brew` to install `maven` on your machine:
```bash
$ brew install maven
```
For other systems, you can refer to manual instructions from `maven` website https://maven.apache.org/install.html.

Install Docker by following the instructions for <a href='https://docs.docker.com/mac/step_one/'>mac</a>, <a href='https://docs.docker.com/linux/step_one/'>linux</a>, or <a href='https://docs.docker.com/windows/step_one/'>windows</a>.

```
docker network create vnet
npm install yarn -g
cd webapp && yarn && cd client && yarn && cd ../server && yarn && cd ../ && npm run build:dev && cd ../
cd batch/spark && sbt clean package assembly && cd ../..

cd batch/hadoop && mvn clean package && cd ../..
cd streaming/spark && sbt clean assembly && cd ../..
cd streaming/flink && sbt clean assembly && cd ../..
cd streaming/storm && mvn clean package && cd ../..
cd docker
docker-compose -f mongo.yml -f zookeeper.yml -f kafka.yml -f hadoop-hbase.yml -f flink.yml up -d
docker-compose -f dev/webapp.yml up -d
docker-compose -f dev/batch-spark.yml up -d
docker-compose -f dev/batch-hadoop.yml up -d
docker-compose -f dev/streaming-spark.yml up -d
docker-compose -f dev/streaming-flink.yml up -d
docker-compose -f dev/streaming-storm.yml up -d
```
Create your Twitter app on https://apps.twitter.com
```
export TWITTER_CONSUMER_KEY=<TWITTER_CONSUMER_KEY>
export TWITTER_CONSUMER_SECRET=<TWITTER_CONSUMER_SECRET>
export TWITTER_CONSUMER_ACCESS_TOKEN=<TWITTER_CONSUMER_ACCESS_TOKEN>
export TWITTER_CONSUMER_ACCESS_TOKEN_SECRET=<TWITTER_CONSUMER_ACCESS_TOKEN_SECRET>
docker-compose -f dev/ml-spark.yml up -d
```

## Interactions / OnGoing
<img src='https://image.ibb.co/eOuL5H/search_flight_simple_v4.png'/>

## Contributing
`Pull requests` are welcome.

## Support
Please raise tickets for issues and improvements at https://github.com/Chabane/bigdata-playground/issues

## License
This example is released under version 2.0 of the [Apache License](LICENSE).

bigdata-playground

bigdata-playground Latest Version Download

Today's picks

Was this content helpful?

Recent Feedback

bigdata-playground

bigdata-playground Latest Version Download

Today's picks

Was this content helpful?

Recent Feedback

Download README