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Jupyter Interpreter for Apache Zeppelin

docs/interpreter/jupyter.md

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{% include JB/setup %}

Jupyter Interpreter for Apache Zeppelin

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Overview

Project Jupyter exists to develop open-source software, open-standards, and services for interactive computing across dozens of programming languages. Zeppelin's Jupyter interpreter is a bridge/adapter between Zeppelin interpreter and Jupyter kernel. You can use any of jupyter kernel as long as you installed the necessary dependencies.

Configuration

To run any Jupyter kernel in Zeppelin you first need to install the following prerequisite:

  • pip install jupyter-client
  • pip install grpcio
  • pip install protobuf

Then you need install the jupyter kernel you want to use. In the following sections, we will talk about how to use the following 3 jupyter kernels in Zeppelin:

  • ipython
  • ir
  • julia

Jupyter Python kernel

In order to use Jupyter Python kernel in Zeppelin, you need to install ipykernel first.

bash

pip install ipykernel

Then you can run python code in Jupyter interpreter like following.

python

%jupyter(kernel=python)

%matplotlib inline
import matplotlib.pyplot as plt
plt.plot([1, 2, 3])

Jupyter R kernel

In order to use IRKernel, you need to first install IRkernel package in R.

r
install.packages('IRkernel')
IRkernel::installspec()  # to register the kernel in the current R installation

Then you can run r code in Jupyter interpreter like following.

r
%jupyter(kernel=ir)

library(ggplot2)
ggplot(mpg, aes(x = displ, y = hwy)) +
  geom_point()

Jupyter Julia kernel

In order to use Julia in Zeppelin, you first need to install IJulia first

julia
using Pkg
Pkg.add("IJulia")

Then you can run julia code in Jupyter interpreter like following.

julia

%jupyter(kernel=julia-1.3)

using Pkg
Pkg.add("Plots")
using Plots
plotly() # Choose the Plotly.jl backend for web interactivity
plot(rand(5,5),linewidth=2,title="My Plot")
Pkg.add("PyPlot") # Install a different backend
pyplot() # Switch to using the PyPlot.jl backend
plot(rand(5,5),linewidth=2,title="My Plot")

Use any other kernel

For any other jupyter kernel, you can follow the below steps to use it in Zeppelin.

  1. Install the specified jupyter kernel. you can find all the available jupyter kernels here
  2. Find its kernel name by run the following command
    bash
    jupyter kernelspec list
  3. Run the kernel as following
python

%jupyter(kernel=kernel_name)

code