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docker-hadoop/README.md

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Hadoop Docker

This repository provides setup for Hadoop cluster using Docker containers. Spin up NameNode, DataNode, ResourceManager, NodeManager, and HistoryServer—each in its own container.

Versions

  • Hadoop: 3.4.1
  • Java: 17

Important

You may have to restart the hadoop-resourcemanager few times before it actually starts running.

Quick Start

To deploy an example HDFS cluster, run:

docker-compose up -d

Run example wordcount job:

make wordcount

Or deploy in swarm:

docker stack deploy -c docker-compose-v3.yml hadoop

docker-compose creates a docker network that can be found by running docker network list, e.g. dockerhadoop_default.

Run docker network inspect on the network (e.g. dockerhadoop_default) to find the IP the hadoop interfaces are published on. Access these interfaces with the following URLs:

  • Namenode: http://<dockerhadoop_IP_address>:9870/dfshealth.html#tab-overview
  • History server: http://<dockerhadoop_IP_address>:8188/applicationhistory
  • Datanode: http://<dockerhadoop_IP_address>:9864/
  • Nodemanager: http://<dockerhadoop_IP_address>:8042/node
  • Resource manager: http://<dockerhadoop_IP_address>:8088/

Configure Environment Variables

The configuration parameters can be specified in the hadoop.env file or as environmental variables for specific services (e.g. namenode, datanode etc.):

CORE_CONF_fs_defaultFS=hdfs://namenode:8020

CORE_CONF corresponds to core-site.xml. fs_defaultFS=hdfs://namenode:8020 will be transformed into:

<property><name>fs.defaultFS</name><value>hdfs://namenode:8020</value></property>

To define dash inside a configuration parameter, use triple underscore, such as YARN_CONF_yarn_log___aggregation___enable=true (yarn-site.xml):

<property><name>yarn.log-aggregation-enable</name><value>true</value></property>

The available configurations are:

  • /etc/hadoop/core-site.xml CORE_CONF
  • /etc/hadoop/hdfs-site.xml HDFS_CONF
  • /etc/hadoop/yarn-site.xml YARN_CONF
  • /etc/hadoop/httpfs-site.xml HTTPFS_CONF
  • /etc/hadoop/kms-site.xml KMS_CONF
  • /etc/hadoop/mapred-site.xml MAPRED_CONF

If you need to extend some other configuration file, refer to base/entrypoint.sh bash script.

Note

This repo is a fork of big-data-europe/docker-hadoop