BeakerX Beaker Extensions for Jupyter
Download as PPTX, PDF2 likes985 views
The document discusses the Beaker extensions for Jupyter, highlighting the transition from Beaker Notebook to BeakerX with features such as live demos, data visualization, and collaborative publication. It outlines the history and evolution of Beaker, including its open-source development and integration with various programming languages like R, Python, and Scala. Future work includes migration to Jupyter Lab and enhanced features like deep integration with Spark and advanced data discovery.
BeakerX Beaker Extensions for Jupyter
- 1. Tiezheng Li Tiezheng.Li@twosigma.com Two Sigma Investments, LLC PyData | November 2017 The Beaker Extensions for Jupyter:
- 2. Agenda Beaker Notebook From Beaker Notebook to BeakerX BeakerX Live Demo
- 3. DISCOVERABLE DATA DATA ANALYSIS + MODELING SCALABLE + DISTRIBUTED COMPUTE PUBLICATION + COLLABORATION OUR VISION FOR DATA SCIENCE
- 8. Oct 2013 Internal GA Mar 2015 R, Scala, Java, Python2/3 support Jun 2015 PySpark, SparkR, Clojure, Kdb support Nov 2016 BeakerX Pivot Apr 2016 External Beaker Lab Alpha LIFE OF BEAKER May 2014 Open Source Beta Aug 2017 BeakerX RC1
- 12. THE PIVOT
- 14. WE DID IT!
- 15. 94%
- 16. 1463
- 17. 213
- 18. ● Time Series Visualizations ● JVM Kernels ● Interactive Tables ● Collaborative Publication ● True Polyglot Analysis (in progress) ● Data Discovery (in progress) BeakerX: A unique addition to the Jupyter Ecosystem
- 19. DEMO
- 20. Future Work: ● Migration to Jupyter Lab ● Spark deep integration ● Data grids ● True Polyglot Analysis ● Data Discovery ● and more … !
- 23. THANK YOU
Editor's Notes
- #2: Good morning and welcome to this session. The Beaker Extensions for Jupyter: BeakerX Before that let me first introduce myself and what I do. My name is Tiezheng Li I am a software engineer at Two Sigma Since joining Two Sigma I’ve been working on a team that builds products for Modelers that make data easy to discover, consume, publish and visualize in Two Sigma BeakerX is one of our approaches to accomplish this goal.