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Properly fix the webapp
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webapp/README.md

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```
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$ cd webapp
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$ pip install -r requirements.txt
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$ pip install -r requirements-dev.txt
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$ shiny run
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```
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webapp/requirements-dev.txt

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astral==2.2
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matplotlib
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shinyswatch
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shiny

webapp/requirements.txt

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# This file was autogenerated by uv via the following command:
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# uv pip compile requirements.txt.in --output-file requirements.txt
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anyio==4.9.0
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# via
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# starlette
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# watchfiles
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appdirs==1.4.4
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# via shiny
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asgiref==3.9.1
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# via shiny
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astral==2.2
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# via -r requirements.txt.in
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click==8.2.1
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# via
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# shiny
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# uvicorn
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contourpy==1.3.1
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# via
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# -r requirements.txt.in
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# matplotlib
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cycler==0.12.1
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# via matplotlib
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fonttools==4.58.5
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# via matplotlib
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h11==0.16.0
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# via uvicorn
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htmltools==0.6.0
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# via
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# shiny
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# shinyswatch
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idna==3.10
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# via anyio
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kiwisolver==1.4.8
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# via matplotlib
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linkify-it-py==2.0.3
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# via shiny
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markdown-it-py==3.0.0
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# via
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# mdit-py-plugins
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# shiny
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matplotlib==3.8.4
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# via -r requirements.txt.in
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mdit-py-plugins==0.4.2
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# via shiny
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mdurl==0.1.2
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# via markdown-it-py
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narwhals==1.46.0
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# via shiny
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numpy==2.3.1
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# via
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# contourpy
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# matplotlib
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orjson==3.10.18
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# via shiny
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packaging==25.0
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# via
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# htmltools
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# matplotlib
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# shiny
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# shinyswatch
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pillow==11.3.0
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# via matplotlib
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prompt-toolkit==3.0.51
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# via
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# questionary
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# shiny
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pyparsing==3.2.3
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# via matplotlib
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python-dateutil==2.9.0.post0
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# via matplotlib
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python-multipart==0.0.20
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# via shiny
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pytz==2023.3.post1
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# via astral
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questionary==2.1.0
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# via shiny
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setuptools==80.9.0
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# via shiny
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shiny==1.4.0
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# via
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# -r requirements.txt.in
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# shinyswatch
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shinyswatch==0.9.0
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# via -r requirements.txt.in
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six==1.17.0
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# via python-dateutil
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sniffio==1.3.1
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# via anyio
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starlette==0.47.1
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# via shiny
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typing-extensions==4.14.1
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# via
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# htmltools
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# shiny
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# shinyswatch
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uc-micro-py==1.0.3
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# via linkify-it-py
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uvicorn==0.35.0
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# via shiny
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watchfiles==1.1.0
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# via shiny
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wcwidth==0.2.13
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# via prompt-toolkit
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websockets==15.0.1
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# via shiny

webapp/requirements.txt.in

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astral==2.2
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matplotlib==3.8.4
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contourpy==1.3.1
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shinyswatch
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shiny

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