Jupyterの機能を拡張してみた
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Jupyter is an open-source web application for creating and sharing documents that contain live code, equations, visualizations and narrative text. It started as the IPython Notebook in 2010 and became an independent project in 2014. This document discusses Jupyter Notebook architecture and two Jupyter notebook extensions - Jupyter_code_cell_status and Jupyter-multi_outputs. It explains how these extensions work and their features, such as displaying code cell status and handling multiple outputs from code cells. The document encourages contributions to Jupyter via GitHub pull requests and developing new notebook extensions.
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![Jupyter-multi_outputs -
%matplotlib inline
import numpy
from matplotlib import pyplot
x = numpy.arange(0, 10, 0.2)
y = numpy.cos(x)
pyplot.plot(x,y)
display_data:[<matplotlib.lines.Line2D at 0x7eff779f56d0>]
execute_result:data:image/png;base64,iVBORw0KGgoA…](https://image.slidesharecdn.com/jupyter-160704064105/85/Jupyter-23-320.jpg)
Jupyterの機能を拡張してみた
- 2. N. ) takasix 2010 SIer SaaS 2011 ( ) 2012 ( ) Microsoft Kinect Gescha 2013 2015 SIer OSS”CloudConductor-Patterns” 2016
- 3. Jupyter Notebooks Architecture 0MQ HTTP & Websokets
- 4. notebook extension system 0MQ HTTP & Websokets nbextensions serverextensions
- 5. nbextensions • JavaScript • UI, Note • •
- 6. server extension • 4.2 • Notebook server • HTTP • (?)
- 8. nb extension • Jupyter_code_cell_status • https://github.com/NII-cloud-operation/Jupyter-code_cell_status • Jupyter-multi_outputs • https://github.com/NII-cloud-operation/Jupyter-multi_outputs
- 13. Jupyter_code_cell_status - • nb extension
- 15. Jupyter-multi_outputs - • • • ”Trial and Error” • • : • :
- 20. Jupyter-multi_outputs - (4) • .ipynb • Extension ( )
- 22. Jupyter-multi_outputs - • 1 stream
- 23. Jupyter-multi_outputs - %matplotlib inline import numpy from matplotlib import pyplot x = numpy.arange(0, 10, 0.2) y = numpy.cos(x) pyplot.plot(x,y) display_data:[<matplotlib.lines.Line2D at 0x7eff779f56d0>] execute_result:data:image/png;base64,iVBORw0KGgoA…
- 24. Jupyter-multi_outputs - • • • Github PullRequest
- 26. notebook extension system (1) • nb extensions • Extension • JavaScript prototype Extension ✴ code_cell_status multi_outputs 1 Extension
- 27. notebook extension system (2) • server extensions • • notebook extension
- 28. • Jupyter Notebook . • OSS Github • PullRequest • notebook extension( ) ( )
- 29. Jupyter ( ) N.