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The spark home is the root installation directory of Spark.
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Anaconda
cd %ANACODA_HOME%\Scripts
find-spark-home.cmd
echo %SPARK_HOME%
C:\Anaconda\lib\site-packages\pyspark
Hdinsight
SPARK_HOME=/usr/hdp/current/spark2-client