Skip to main content

Jupyter Notebook extension for Apache Spark integration

Project description

# jupyter-spark

[![Build Status](https://travis-ci.org/mozilla/jupyter-spark.svg?branch=master)](https://travis-ci.org/mozilla/jupyter-spark)

[![codecov](https://codecov.io/gh/mozilla/jupyter-spark/branch/master/graph/badge.svg)](https://codecov.io/gh/mozilla/jupyter-spark)

Jupyter Notebook extension for Apache Spark integration.

Includes a progress indicator for the current Notebook cell if it invokes a Spark job. Queries the Spark UI service on the backend to get the required Spark job information.

![Alt text](/screenshots/ProgressBar.png?raw=true “Spark progress bar”)

To view all currently running jobs, click the “show running Spark jobs” button, or press `Alt+S`.

![Alt text](/screenshots/SparkButton.png?raw=true “show running Spark jobs button”)

![Alt text](/screenshots/Dialog.png?raw=true “Spark dialog”)

A proxied version of the Spark UI can be accessed at http://localhost:8888/spark.

## Installation

To install, simply run:

` pip install jupyter-spark jupyter serverextension enable --py jupyter_spark jupyter nbextension install --py jupyter_spark jupyter nbextension enable --py jupyter_spark `

You may also have to widgetsnbextension extension if it hasn’t been enabled before (check by running jupyter nbextension list):

` jupyter nbextension enable --py widgetsnbextension `

To double-check if the extension was correctly installed run:

` jupyter nbextension list jupyter serverextension list `

Pleaes feel free to install [lxml](http://lxml.de/) as well to improve performance of the server side communication to Spark using your favorite package manager, e.g.:

` pip install lxml `

For development and testing, clone the project and run from a shell in the project’s root directory:

` pip install -e . jupyter serverextension enable --py jupyter_spark jupyter nbextension install --py jupyter_spark jupyter nbextension enable --py jupyter_spark `

To uninstall the extension run:

` jupyter serverextension disable --py jupyter_spark jupyter nbextension disable --py jupyter_spark jupyter nbextension uninstall --py jupyter_spark pip uninstall jupyter-spark `

## Configuration

To change the URL of the Spark API that the job metadata is fetched from override the Spark.url config value, e.g. on the command line:

` jupyter notebook --Spark.url="http://localhost:4040" `

## Changelog

### 0.2.0 (2016-06-30)

  • Refactored to fix a bunch of Python packaging and code quality issues

  • Added test suite for Python code

  • Set up continuous integration: https://travis-ci.org/mozilla/jupyter-spark

  • Set up code coverage reports: https://codecov.io/gh/mozilla/jupyter-spark

  • Added ability to override Spark API URL via command line option

  • IMPORTANT Requires manual step to enable after running pip install (see installation docs)!

    To update:

    1. Run pip uninstall jupyter-spark

    2. Delete spark.js from your nbextensions folder.

    3. Delete any references to jupyter_spark.spark in jupyter_notebook_config.json (in your .jupyter directory)

    4. Delete any references to spark in notebook.json (in .jupyter/nbconfig)

    5. Follow installation instructions to reinstall

### 0.1.1 (2016-05-03)

  • Initial release with a working prototype

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

jupyter-spark-0.2.0.tar.gz (83.7 kB view details)

Uploaded Source

Built Distribution

jupyter_spark-0.2.0-py2.py3-none-any.whl (7.0 kB view details)

Uploaded Python 2 Python 3

File details

Details for the file jupyter-spark-0.2.0.tar.gz.

File metadata

File hashes

Hashes for jupyter-spark-0.2.0.tar.gz
Algorithm Hash digest
SHA256 2b706ab081e4135378fbfe6bc0fbcf8347ba09922759e2b46e8e70098c07030c
MD5 e6547ef6361818ba88792a037eef6d9b
BLAKE2b-256 7c43b0f3d573907f654ef8ba2d4e05d64c678a8cd51008bda1257cdbd9d4f930

See more details on using hashes here.

File details

Details for the file jupyter_spark-0.2.0-py2.py3-none-any.whl.

File metadata

File hashes

Hashes for jupyter_spark-0.2.0-py2.py3-none-any.whl
Algorithm Hash digest
SHA256 0c853640bfc33533a7dc230fc8ff95e8f721b32ec78ae451166fb2a4d24b70c0
MD5 c999f28429bd2e0b09c4d2bc89760fc0
BLAKE2b-256 9e35e8cbd26831237ef3e8c2f2cafd9e285e7b2754d154cd55890c62efefca83

See more details on using hashes here.

Supported by

AWS AWS Cloud computing and Security Sponsor Datadog Datadog Monitoring Fastly Fastly CDN Google Google Download Analytics Microsoft Microsoft PSF Sponsor Pingdom Pingdom Monitoring Sentry Sentry Error logging StatusPage StatusPage Status page