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openspark's Introduction

OpenSpark

Introduction

The open environment to run any Spark applications.

  • Docker image to run in Linux/MacOS/Windows
  • Install Hadoop and Spark within one minute
  • Submit job to local and remote Yarn clusters
  • Repeatable examples of PySpark/Spark streaming/...

Usage

Run the container.

docker run -it -v /:/host tobegit3hub/openspark bash

Setup the cluster.

/scripts/prepare_sshd.sh
/scripts/prepare_hadoop.sh

Run the examples.

git clone https://github.com/tobegit3hub/spark_examples
cd ./spark_examples/dataframe_examples/
./create_dataframe_from_memory.sh

Examples

Run PySpark

/examples/read_json_dataframe.py

Submit Yarn Jobs

cd ./spark_examples/dataframe_examples/
./create_dataframe_from_memory.sh

openspark's People

Contributors

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