BeakerX - Tiezheng Li
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The document outlines the development and features of BeakerX, an extension for Jupyter that supports multiple programming languages and offers capabilities like data analysis and collaborative publication. It discusses the evolution of Beaker from its inception to its current state, along with a live demo and future plans for integration with Jupyter Lab and enhanced analytics. The content emphasizes BeakerX's contribution to the Jupyter ecosystem, including its unique support for polyglot analysis and data discovery.
BeakerX - Tiezheng Li
- 1. Tiezheng Li [email protected] Two Sigma Investments, LLC April 27, 2018 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 ● True Polyglot Analysis ● Data Discovery ● and more … !
- 21. 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.