Download Spark binary

Currently Gazelle Plugin can work on Spark 3.1.x & 3.2.x. Take Spark 3.1.1 as example.

wget http://archive.apache.org/dist/spark/spark-3.1.1/spark-3.1.1-bin-hadoop3.2.tgz
sudo mkdir -p /opt/spark && sudo mv spark-3.1.1-bin-hadoop3.2.tgz /opt/spark
sudo cd /opt/spark && sudo tar -xf spark-3.1.1-bin-hadoop3.2.tgz
export SPARK_HOME=/opt/spark/spark-3.1.1-bin-hadoop3.2/

Build Spark from source

Ref. link.

git clone https://github.com/intel-bigdata/spark.git
cd spark && git checkout native-sql-engine-clean
# check spark supported hadoop version
grep \<hadoop\.version\> -r pom.xml
    <hadoop.version>2.7.4</hadoop.version>
    <hadoop.version>3.2.0</hadoop.version>
# so we should build spark specifying hadoop version as 3.2
./build/mvn -Pyarn -Phadoop-3.2 -Dhadoop.version=3.2.0 -DskipTests clean install

Specify SPARK_HOME to spark path

export SPARK_HOME=${HADOOP_PATH}

Build Hadoop from source

git clone https://github.com/apache/hadoop.git
cd hadoop
git checkout rel/release-3.2.0
# only build binary for hadoop
mvn clean install -Pdist -DskipTests -Dtar
# build binary and native library such as libhdfs.so for hadoop
# mvn clean install -Pdist,native -DskipTests -Dtar

export HADOOP_HOME=${HADOOP_PATH}/hadoop-dist/target/hadoop-3.2.0/