# Use the official Ubuntu base image FROM ubuntu:latest # Set environment variables for Hadoop ENV HADOOP_HOME /usr/local/hadoop ENV PATH $HADOOP_HOME/bin:$PATH ENV HDFS_NAMENODE_USER=root ENV HDFS_DATANODE_USER=root ENV HDFS_SECONDARYNAMENODE_USER=root ENV YARN_NODEMANAGER_USER=root ENV YARN_RESOURCEMANAGER_USER=root # Install necessary dependencies RUN apt-get update && \ apt-get install -y ssh openjdk-8-jdk neovim junit python-is-python3 nano curl python3-pip dos2unix # Download and extract Hadoop RUN mkdir -p $HADOOP_HOME && \ wget -O hadoop.tar.gz https://downloads.apache.org/hadoop/common/hadoop-3.3.6/hadoop-3.3.6.tar.gz && \ tar -xzvf hadoop.tar.gz -C $HADOOP_HOME --strip-components=1 # Configure SSH RUN ssh-keygen -t rsa -P '' -f ~/.ssh/id_rsa && \ cat ~/.ssh/id_rsa.pub >> ~/.ssh/authorized_keys && \ chmod 0600 ~/.ssh/authorized_keys RUN wget -O /usr/local/hadoop/lib/javax.activation-api-1.2.0.jar https://jcenter.bintray.com/javax/activation/javax.activation-api/1.2.0/javax.activation-api-1.2.0.jar RUN mkdir -p /home/hadoop/hdfs/{namenode,datanode} && \ chown -R $USER:$USER /home/hadoop/hdfs # Hadoop configuration COPY core-site.xml $HADOOP_HOME/etc/hadoop/core-site.xml COPY hdfs-site.xml $HADOOP_HOME/etc/hadoop/hdfs-site.xml COPY mapred-site.xml $HADOOP_HOME/etc/hadoop/mapred-site.xml COPY yarn-site.xml $HADOOP_HOME/etc/hadoop/yarn-site.xml RUN echo "export JAVA_HOME=/usr/lib/jvm/java-8-openjdk-amd64" >> ~/.bashrc && \ echo "export HADOOP_HOME=/usr/local/hadoop" >> ~/.bashrc && \ echo "export HADOOP_INSTALL=\$HADOOP_HOME" >> ~/.bashrc && \ echo "export HADOOP_MAPRED_HOME=\$HADOOP_HOME" >> ~/.bashrc && \ echo "export HADOOP_COMMON_HOME=\$HADOOP_HOME" >> ~/.bashrc && \ echo "export HADOOP_HDFS_HOME=\$HADOOP_HOME" >> ~/.bashrc && \ echo "export YARN_HOME=\$HADOOP_HOME" >> ~/.bashrc && \ echo "export HADOOP_COMMON_LIB_NATIVE_DIR=\$HADOOP_HOME/lib/native" >> ~/.bashrc && \ echo "export PATH=\$PATH:\$HADOOP_HOME/sbin:\$HADOOP_HOME/bin" >> ~/.bashrc && \ echo "export HADOOP_OPTS=\"-Djava.library.path=\$HADOOP_HOME/lib/native\"" >> ~/.bashrc RUN echo "HDFS_NAMENODE_USER=root" >> /usr/local/hadoop/etc/hadoop/hadoop-env.sh && \ echo "HDFS_DATANODE_USER=root" >> /usr/local/hadoop/etc/hadoop/hadoop-env.sh && \ echo "HDFS_SECONDARYNAMENODE_USER=root" >> /usr/local/hadoop/etc/hadoop/hadoop-env.sh && \ echo "YARN_NODEMANAGER_USER=root" >> /usr/local/hadoop/etc/hadoop/hadoop-env.sh && \ echo "YARN_RESOURCEMANAGER_USER=root" >> /usr/local/hadoop/etc/hadoop/hadoop-env.sh && \ echo "export JAVA_HOME=/usr/lib/jvm/java-8-openjdk-amd64" >> /usr/local/hadoop/etc/hadoop/hadoop-env.sh && \ echo "export HADOOP_CLASSPATH+=\" \$HADOOP_HOME/lib/*.jar\"" >> /usr/local/hadoop/etc/hadoop/hadoop-env.sh # Install pig RUN wget -O pig.tar.gz https://downloads.apache.org/pig/pig-0.17.0/pig-0.17.0.tar.gz && \ tar -xzvf pig.tar.gz && \ mv pig-0.17.0 /pig && \ echo "export PIG_HOME=/pig" >> ~/.bashrc && \ echo "export PATH=\$PATH:/pig/bin" >> ~/.bashrc && \ echo "export PIG_CLASSPATH=\$HADOOP_HOME/etc/hadoop" >> ~/.bashrc # Install hbase RUN wget http://apache.mirror.gtcomm.net/hbase/2.5.8/hbase-2.5.8-bin.tar.gz && \ tar -xzvf hbase-2.5.8-bin.tar.gz && \ mv hbase-2.5.8 /usr/local/hbase && \ echo "export HBASE_HOME=/usr/local/hbase" >> ~/.bashrc && \ echo "export PATH=\$PATH:\$HBASE_HOME/bin" >> ~/.bashrc && \ echo "export HBASE_DISABLE_HADOOP_CLASSPATH_LOOKUP=\"true\"" >> /usr/local/hbase/conf/hbase-env.sh && \ echo "JAVA_HOME=/usr/lib/jvm/java-8-openjdk-amd64/" >> /usr/local/hbase/conf/hbase-env.sh COPY hbase-site.xml ~/hbase-site.xml RUN mkdir -p /hadoop/zookeeper && \ chown -R $USER:$USER /hadoop/ # Install Hive RUN wget https://dlcdn.apache.org/hive/hive-3.1.3/apache-hive-3.1.3-bin.tar.gz && \ tar -xzvf apache-hive-3.1.3-bin.tar.gz && \ mv apache-hive-3.1.3-bin /usr/local/hive && \ echo "export HIVE_HOME=/usr/local/hive" >> ~/.bashrc && \ echo "export PATH=\$PATH:\$HIVE_HOME/bin" >> ~/.bashrc && \ echo "HADOOP_HOME=/usr/local/hadoop" >> /usr/local/hive/bin/hive-config.sh # Install Flume RUN wget https://archive.apache.org/dist/flume/1.9.0/apache-flume-1.9.0-bin.tar.gz && \ tar -xzvf apache-flume-1.9.0-bin.tar.gz && \ mv apache-flume-1.9.0-bin /usr/local/flume && \ echo "export FLUME_HOME=/usr/local/flume" >> ~/.bashrc && \ echo "export PATH=\$PATH:\$FLUME_HOME/bin" >> ~/.bashrc && \ sed -i '214c\ \$EXEC \$JAVA_HOME/java \$JAVA_OPTS \$FLUME_JAVA_OPTS "\${arr_java_props[@]}" -cp "\$FLUME_CLASSPATH" \\' /usr/local/flume/bin/flume-ng # Install Sqoop RUN wget https://archive.apache.org/dist/sqoop/1.4.7/sqoop-1.4.7.bin__hadoop-2.6.0.tar.gz && \ tar -xzvf sqoop-1.4.7.bin__hadoop-2.6.0.tar.gz && \ mv sqoop-1.4.7.bin__hadoop-2.6.0 /usr/local/sqoop && \ echo "export SQOOP_HOME=/usr/local/sqoop" >> ~/.bashrc && \ echo "export PATH=\$PATH:\$SQOOP_HOME/bin" >> ~/.bashrc && \ mv /usr/local/sqoop/conf/sqoop-env-template.sh /usr/local/sqoop/conf/sqoop-env.sh && \ echo "export HADOOP_COMMON_HOME=/usr/local/hadoop" >> /usr/local/sqoop/conf/sqoop-env.sh && \ echo "export HADOOP_MAPRED_HOME=/usr/local/hadoop" >> /usr/local/sqoop/conf/sqoop-env.sh # Install Zookeeper RUN wget https://downloads.apache.org/zookeeper/zookeeper-3.9.1/apache-zookeeper-3.9.1-bin.tar.gz && \ tar -xvf apache-zookeeper-3.9.1-bin.tar.gz && \ mv apache-zookeeper-3.9.1-bin /usr/local/zookeeper && \ mv /usr/local/zookeeper/conf/zoo_sample.cfg /usr/local/zookeeper/conf/zoo.cfg && \ echo "export ZOOKEEPER_HOME=/usr/local/zookeeper" >> ~/.bashrc && \ echo "export PATH=\$PATH:\$ZOOKEEPER_HOME/bin" >> ~/.bashrc # Install Spark ENV DEBIAN_FRONTEND=noninteractive RUN apt-get update && \ apt-get install -y scala git && \ wget https://archive.apache.org/dist/spark/spark-3.4.1/spark-3.4.1-bin-hadoop3.tgz && \ tar -xf spark-3.4.1-bin-hadoop3.tgz && \ mv spark-3.4.1-bin-hadoop3 /usr/local/spark && \ echo "export SPARK_HOME=/usr/local/spark" >> ~/.bashrc && \ echo "export PATH=\$PATH:\$SPARK_HOME/bin:\$SPARK_HOME/sbin" >> ~/.bashrc # Install Pyspark RUN pip install pyspark # Install Kafka RUN wget https://downloads.apache.org/kafka/3.6.1/kafka_2.13-3.6.1.tgz && \ tar -xzvf kafka_2.13-3.6.1.tgz && \ mv kafka_2.13-3.6.1 /usr/local/kafka && \ echo "export KAFKA_HOME=/usr/local/kafka" >> ~/.bashrc && \ echo "export PATH=\$PATH:\$KAFKA_HOME/bin" >> ~/.bashrc # Install Postgresql RUN apt-get install postgresql postgresql-contrib -y # Connect Postgresql with sqoop RUN wget https://jdbc.postgresql.org/download/postgresql-42.7.1.jar && \ mv postgresql-42.7.1.jar /usr/local/sqoop/lib/postgresql-42.7.1.jar && \ rm /usr/local/sqoop/lib/commons-lang3-3.4.jar && \ wget https://dlcdn.apache.org//commons/lang/binaries/commons-lang-2.6-bin.tar.gz && \ tar -xvf commons-lang-2.6-bin.tar.gz && \ mv commons-lang-2.6/* /usr/local/sqoop/lib && \ rm -rf commons-lang-2.6 && \ mkdir /usr/local/sqoop/conf/manager.d && \ echo "org.postgresql.Driver=/usr/lib/sqoop/lib/postgresql-42.7.1.jar" > postgresql # Copy init and restart scripts COPY restart $HADOOP_HOME/bin/restart COPY init $HADOOP_HOME/bin/init COPY colors $HADOOP_HOME/bin/colors COPY kafka $HADOOP_HOME/bin/kafka RUN dos2unix $HADOOP_HOME/bin/restart && \ dos2unix $HADOOP_HOME/bin/colors && \ dos2unix $HADOOP_HOME/bin/init && \ dos2unix $HADOOP_HOME/bin/kafka && \ chmod +x $HADOOP_HOME/bin/restart && \ chmod +x $HADOOP_HOME/bin/colors && \ chmod +x $HADOOP_HOME/bin/init && \ chmod +x $HADOOP_HOME/bin/kafka # Cleaning up archives RUN rm *.tar.gz && \ rm *.tgz # Remove code in .bashrc RUN sed -i 5,7d ~/.bashrc # Expose necessary ports EXPOSE 9870 8088 9000 ENTRYPOINT ["/bin/bash", "-c"] CMD ["bash"]