Shared Python utilities for Kafka, DuckDB, validation, stats, and visualization across streaming data analytics projects.
Show command reference
Open a machine terminal where you want the project:
git clone https://github.com/denisecase/datafun-streaming
cd datafun-streaming
code .# reset uv cache only after suspected cache corruption or strange dependency errors
# uv cache clean
uv self update
uv python pin 3.14
uv sync --extra dev --extra docs --upgrade
uvx pre-commit install
git add -A
uvx pre-commit run --all-files
# repeat if changes were made
git add -A
uvx pre-commit run --all-files
# do chores
uv run python -m ruff format .
uv run python -m ruff check . --fix
uv run python -m pyright
uv run python -m pytest
uv run python -m zensical build
# save progress
git add -A
git commit -m "update"
git push -u origin main