Install Apache hadoop Mahout in MacOS without Brew

Here are the steps to install Apache Mahout
1. Download latest package from http://mirror.nexcess.net/apache/mahout/
2. Extract the package
3. Create a directory and put into HDFS

<hadoop_directory> hdfs dfs -put /home/Hadoop/data/mydata.txt /mahout_data/

4. Run clustering in mahout

<mahout_directory>/bin/mahout seqdirectory
-i hdfs://localhost:9000/mahout_data/
-o hdfs://localhost:9000/clustered_data/

5. The output file will be in clustered_data directory