beakerx beaker extensions for jupyter
TRANSCRIPT
Tiezheng Li
Two Sigma Investments, LLC
PyData | November 2017
The Beaker Extensions for Jupyter:
Agenda
Beaker Notebook
From Beaker Notebook to BeakerX
BeakerX Live Demo
DISCOVERABLE DATA
DATA ANALYSIS + MODELING
SCALABLE + DISTRIBUTED COMPUTE
PUBLICATION + COLLABORATION
OUR VISION FOR DATA SCIENCE
BEAKER, AN INTRODUCTION
LANGUAGE
MATTERS
Oct 2013Internal GA
Mar 2015R, Scala, Java, Python2/3 support
Jun 2015PySpark, SparkR, Clojure, Kdb
support
Nov 2016BeakerX Pivot
Apr 2016External Beaker Lab Alpha
L I F E O F B E A K E R
May 2014Open Source Beta
Aug 2017BeakerX RC1
O P E N S O U R C E W O R L D
nbconvert
nbviewer
nbpresent
nbgrader
Jupyter Hub nbdime
nbmanager
binder
Jupyter Lab
FORK? MERGE? JOIN?
THE PIVOT
WE DID IT!
94%
1463
213
● 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
DEMO
Future Work:
● Migration to Jupyter Lab
● Spark deep integration
● Data grids
● True Polyglot Analysis
● Data Discovery
● and more … !
SHAPING THE ECOSYSTEM
THANK YOU