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Upgrade to Python 3.x
Download and install Python
3.x
. For this tutorial I have used 3.5
.Mac Notebook Best Buy
Once you downloaded and run the installation app, Python 3 will be installed under:
The installer also adds the path for the above to your default path in
.bash_profile
so that when you type:on the command line, the system can find it. You'll know you've been successful if you see the Python interpreter launch.
Install pip
Fire up your Terminal and type:
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Install PySpark on Mac
- Go to the Spark downloads page and choose a Spark release. For this tutorial I chose
spark-2.0.1-bin-hadoop2.7
. - Choose a package type. For this tutorial I have choses
Pre-built for Hadoop 2.7 and later
. - Choose a download type: (Direct Download)
- Download Spark: spark-2.0.1-bin-hadoop2.7.tgz
- Unzip the folder in your home directory using the following command. tar -zxvf spark-2.0.1-bin-hadoop2.7.tgz. I prefer create an
opt
directory in my home directory and then unzip it under~/opt/
.
Next, we will edit our
.bash_profile
so we can open a spark notebook in any directory. So fire up your Terminal and type in:my
.bash_profile
looks as follows:The relevant stuff is:
The
PYSPARK_DRIVER_PYTHON
parameter and the PYSPARK_DRIVER_PYTHON_OPTS
parameter are used to launch the PySpark shell in Jupyter Notebook. The --master
parameter is used for setting the master node address. Here we launch Spark locally on 2 cores for local testing.Install Jupyter Notebook with pip https://caxipentu.tistory.com/9.
First, ensure that you have the latest pip; older versions may have trouble with some dependencies:
Then install the Jupyter Notebook using:
Thats it!
You can now run:
in the command line. A browser window should open with Jupyter Notebook running under http://localhost:8888/
Configure Jupyter Notebook to show line numbers
Run
to get the Jupyter config directory. Mine is located under
/Users/lucas/.jupyter
.Run:Run:
to create a
custom
directory (if does not already exist).Run:Run:
and add:
You could add any javascript. It will be executed by the ipython notebook at load time.
Install a Java 9 Kernel
Install Java 9. Java home is then:
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Install kulla.jar. I have installed it under
~/opt/
.Download the kernel. Again, I placed the entire
javakernel
directory under ~/opt/
.This kernel expects two environment variables defined, which can be set in the kernel.json (described below):
So go ahead and edit
kernel.json
in the kernel you have just download to look as follows:Run:
Run:
Run:
to copy the edited
kernel.json
into the newly created java
directory.Install
gnureadline
by running:in the commoand line.
If all worked you should be able to run the kernel:
Notebook For Mac Os X 10.13
and see the following output: