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psa-notebook: power system analysis in the browser

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edxu96.github.io/psa-notebook provides a Jupyter notebook working environment, with pandapower, networkx, seaborn and other useful packages pre-installed.

You can even use it in a mobile browser:

screenshot of using psa-notebook in a mobile browser

Kernels

The version of the xeus-python kernel is 3.10.2. For now, the runtime Python packages must be specified in environment.yml during the build of the kernel. The current available packages are listed in the appendix. More information on xeus-python can be found in the original repo of this fork.

In contrast, any Python package with pure Python wheels available on PyPI can be installed in the Pyodide kernel. For example, to install SymPy:

%pip install -q sympy

which is the same as:

import piplite
await piplite.install("sympy")

Note that neither PyPSA nor pandapower can be installed in this kernel.

The xeus-sqlite kernel is also available.

More information on can be found in the documentation of JupyterLite.

Appendix

The available Python packages in xeus-python are:

Package Version
asttokens 2.2.1
backcall 0.2.0
backports-functools-lru-cache 1.6.4
cffi 1.15.0
cryptography 3.3.2
cycler 0.11.0
decorator 5.1.1
executing 1.2.0
fonttools 4.29.1
ipython 7.32.0
jedi 0.18.2
matplotlib 3.5.2
matplotlib-inline 0.1.6
networkx 3.1
numpy 1.24.2
packaging 23.1
pandapower 2.4.0
pandas 1.4.3
parso 0.8.3
patsy 0.5.2
pexpect 4.8.0
pickleshare 0.7.5
prompt-toolkit 3.0.38
ptyprocess 0.7.0
pure-eval 0.2.2
pycparser 2.21
pygments 2.15.0
pyparsing 3.0.9
python-dateutil 2.8.2
pytz 2023.3
requests-wasm-polyfill 0.3.0
scipy 1.8.1
seaborn 0.12.2
six 1.16.0
stack-data 0.6.2
statsmodels 0.13.2
traitlets 5.9.0
typing-extensions 4.5.0
unknown 9.1.0
wcwidth 0.2.6
xeus-python-shell 0.5.0
xlrd 2.0.1
xlsxwriter 3.0.9

JupyterLite is being tested against:

  • Firefox 90+
  • Chromium 89+