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Automate your Jupyter notebooks and scripts as tools, reports, dashboards.

Project description

CrossCompute Analytics Automation Framework

Automate your Jupyter notebooks and scripts as web-based reports, tools, widgets, dashboards, forms. Use this framework to create your own automations, then serve locally or deploy on your own instance of the CrossCompute Analytics Automation System.

  • Reports are documents that update when the data changes.
  • Forms are step-by-step questions that generate a specific web-based report.
  • Tools are forms that transform input variables into output variables.
  • Widgets are interactive visualizations that update when the data changes.
  • Dashboards are widgets in a layout.

Here are some available extensions:

Here are some available views:

  • link
  • string
  • number
  • password
  • email
  • text
  • markdown
  • image
  • radio
  • checkbox
  • table
  • frame
  • json
  • pdf
  • file
  • map-mapbox (crosscompute-views-map)
  • map-mapbox-location (crosscompute-views-map)
  • map-deck-screengrid (crosscompute-views-map)
  • barcode (crosscompute-views-barcode)

Here are the currently supported configuration options.


# Upgrade package
pip install crosscompute>=0.9.4 --upgrade

# Initialize configuration

# Serve automation
crosscompute automate.yml

Here are some examples and tutorials:


# Clone repository
git clone

# Install with dependencies for tests
cd crosscompute
pip install -e .[test]

# Run tests
pytest --cov=crosscompute --cov-report term-missing:skip-covered -n auto tests

# Build package for PyPI
pip install build
python -m build --sdist --wheel

# Publish package on PyPI
pip install twine --upgrade
python -m twine upload dist/*


SyntaxError: Invalid Syntax

If you get the following error, you are running on an older version of Python:

$ crosscompute

    while chunk :=
SyntaxError: invalid syntax

To solve this issue, create a virtual environment using python >= 3.10.

sudo dnf -y install python3.10
# sudo apt -y install python3.10

python3.10 -m venv ~/.virtualenvs/crosscompute
source ~/.virtualenvs/crosscompute/bin/activate

pip install crosscompute>=0.9.4


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