JupyterLab and JupyterHub: Perfect Together

PyBay 2018 Talk on Project Jupyter's JupyterLab and JupyterHub.

Transcript

1. JupyterLab and JupyterHub: Perfect Together Carol Willing 3rd Annual Regional Python Conference August 16 - 19, 2018 | San Francisco, CA
2. 
 JupyterLab and JupyterHub: Perfect Together Carol Willing, Project Jupyter Binder Team JupyterHub Team JupyterLab Team @WillingCarol PyBay Aug. 19, 2018
3. Hi and Welcome Steering Council, Project Jupyter Core Developer, Project Jupyter Software Engineer, Cal Poly SLO Fellow, Python Software Foundation Core Developer, CPython Geek in Residence, Fab Lab San Diego Carol Willing @willingcarol
4. Learning and computational ideas Usability Reproducibility Collaboration Prediction Recommendation Classification
5. JupyterLab The Next Generation @WillingCarol
6. 

 JupyterLab: The Evolution of the Jupyter Notebook The JupyterLab Team Chris Colbert, Jupyter Steven Silvester, Quansight Afshin Darian, Jupyter Ian Rose, Berkeley Jason Grout, Bloomberg Brian Granger, Cal Poly Jessica Forde, Jupyter Grant Nestor, Cal Poly Cameron Oelsen, Cal Poly Fernando Perez, LBNL/Berkeley Cal Poly Interns The Larger Jupyter Team @jupyterlab on GitHub @ProjectJupyter on Twitter
7. 
 The Jupyter Notebook
8. 
 Jupyter Notebook • Interactive, browser-based computing environment • Exploratory data science, ML, visualization, analysis, stats • Reproducible document format: • Code • Narrative text (markdown) • Equations (LaTeX) • Images, visualizations • Over 50 programming languages • Everything open-source (BSD license) Interactive, Exploratory, Reproducible
9. 
 Jupyter Notebook A Jupyter Notebook document with a visualization of measles data.
10. 
 Project Jupyter: Where are we today?
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 Millions of Users https://github.com/jupyter/design/blob/master/surveys/2015-notebook-ux/analysis/report_dashboard.ipynb
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 Millions of Notebooks https://github.com/trending/jupyter-notebook
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 Enabling Reproducible Science https://losc.ligo.org/about/
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 Live Code on Binder https://beta.mybinder.org/v2/gh/minrk/ligo-binder/master?filepath=index.ipynb https://losc.ligo.org/tutorials/ LIGO Binder
15. 
 Enabling Open Data Journalism
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 Authoring Interactive Books https://www.oreilly.com/ideas/jupyter-at-oreilly O’Reilly Atlas authoring platform incorporating live code
17. 
 Building Blocks for Interactive Computing
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 Classic Jupyter: More Than Just Notebooks
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 Kernels Output Text Editor Terminal File Browser Notebooks Building Blocks
20. 
 Introducing JupyterLab
21. 
 JupyterLab: Integrated Experience
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 JupyterLab • Work with the building blocks in a flexible and integrated manner • Modern JavaScript development: npm-based packaging, Typescript, phosphor.js • Clean model/view separation • Well separated public/private APIs • Fully extensible by third parties • High performance • Design! Building Blocks
23. 
 January 2018 •https://github.com/jupyterlab •~2.5 years worth of development •~100 contributors, ~60 components •~1,800 releases (npm+python) •Over 11,000 commits, ~classic notebook •Currently Beta JupyterLab Today
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 Roadmap • Beta releases, January 2018 • For all users • For adventurous extension developers • 1.0 this year • For all users, extension developers • Eventually: • Classic notebook will be retired JupyterLab Beta: Use It Today conda install -c conda-forge jupyterlab or pip install jupyterlab
25. A Whirlwind Tour of JupyterLab
26. New implementation of the notebook
27. Collapsible cells and draggable cells
28. Collaboration between tools A log in the console of commands executed Explore data in console without messing up your notebook
29. Editors Many different editors; preview markdown
30. Editor connected to a console Connect to console and Shift-Enter to run code snippet
31. Single document mode Shift-Command-Enter to enter single document mode. Similar to classic notebook.
32. Extensible “In one night and a couple of dozen lines of code we wrote a Fasta viewer.”
33. Becomes a notebook extension With the same code, the Fasta viewer becomes an extension usable in the notebook.
34. Datasets, grids, and scale 1.2M rows 200Mb csv file. Excel can’t open. A few seconds to load and then “smooth as butter” when scrolling. Rumor has it that Chris Colbert has a trillion row by column demo too.
35. Live Demo @WillingCarol (Why? Because it's cool how responsive JupyterLab is.)
36. •Drag-and-drop cells in and between notebooks •Run code blocks interactively from text files (.py, .R, .md, .tex, etc.) •Link a code console to a notebook kernel to explore code interactively without cluttering up the notebook with temporary scratch work •Edit popular file formats with live preview, such as Markdown, JSON, CSV, Vega, VegaLite, and more @twitter handle New Functionality
37. SciPy Tutorial 2018 Talk: JupyterLab - The Next Generation JupyterLab Documentation jupyter.org try.jupyter.org Gallery of Interesting Notebooks @WillingCarol Resource s • JupyterLab • Jupyter Widgets • JupyterCon
38. JupyterHub Computational Thinking for Groups @WillingCarol
39. @WillingCarol zero-to-jupyterhub.readthedocs.io Kubernetes
40. @WillingCarol JupyterHub: Deploy with Kubernetes https://zero-to-jupyterhub.readthedocs.io/en/latest/
41. Solving problems using machine learning Usability Reproducibility Collaboration
42. Binder https://blog.jupyter.org/binder-2-0-a-tech-guide-2017-fd40515a3a84 https://elifesciences.org/labs/8653a61d/introducing-binder-2-0-share-your- interactive-research-environment https://www.nature.com/articles/d41586-018-01322-9 mybinder.org
43. Build your own BinderHub https://binderhub.readthedocs.io/en/latest/
44. @twitter_handle
45. Get Involved @twitter handle Gitter Chat gitter.im/jupyterhub/jupyterhub gitter.im/jupyterhub/binder gitter.im/jupyterlab/jupyterlab Mailing list groups.google.com/forum/#!forum/jupyter groups.google.com/forum/#!forum/binderhub Deploy your own JupyterHub z2jh.jupyter.org Deploy your own BinderHub binderhub.readthedocs.io
46. Thank You @twitter_handle
47. • Project Jupyter team and community • JupyterLab team • JupyterHub and Binder teams Attributions and recognition
48. Questions? https://jupyter.org @twitter_handle
49. 
 JupyterLab and JupyterHub: Perfect Together Carol Willing, Project Jupyter Binder Team JupyterHub Team JupyterLab Team @twitter handle PyBay Aug. 19, 2018