How to Install Scala and Apache Spark on MacOS. Here is a Step by Step guide to installing Scala and Apache Spark on MacOS. Step 1: Get Homebrew. Homebrew makes your life a lot easier when it comes to installing applications and languages on a Mac OS. You can get Homebrew by following the instructions on it’s website. EDIT: you can follow this guide to have it working. Install anaconda for OSX. Install jupyter typing the next line in your terminal Click me for more info. Or download and uncompress Apache Spark 1.5.1 + Hadoop 2.6. That come prepackaged and can easily be integrated into a YARN cluster (if desired.).
Tested with Apache Spark 2.1.0, Python 2.7.13 and Java 1.8.0_112
For older versions of Spark and ipython, please, see also previous version of text.
Install Java Development Kit
Download and install it from oracle.com
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Add following code to your e.g. .bash_profile
Install Apache Spark
You can use Mac OS package manager Brew (http://brew.sh/)
Set up env variables
Add following code to your e.g. .bash_profile
You can check SPARK_HOME path using following brew command
Also check py4j version and subpath, it mau differ from version to version.
Ipython profile
Dvb t meter software. Since profiles are not supported in jupyter and now you can see following deprecation warning
It seems that it is not possible to run various custom startup files as it was with ipython profiles. Thus, the easiest way will be to run pyspark init script at the beginning of your notebook manually or follow alternative way.
Run ipython
Initialize pyspark
sc variable should be available
Alternatively
You can also force pyspark shell command to run ipython web notebook instead of command line interactive interpreter. To do so you have to add following env variables:
and then simply run
which will open a web notebook with sc available automatically.