pyflyde 0.0.4

Python SDK and runtime for Flyde - a visual flow-based programming language and IDE.

PyFlyde

Python runtime for Flyde with Data Engineering emphasis.

PoC warning

This is a proof-of-concept and not a final implementation. Structure and API may change drastically before public release.

Getting started

You need Python 3.9+ installed on your machine to run PyFlyde.

First, you need to install its dependencies:

pip install .

Then you can run the Hello World example:

./flyde.py examples/HelloPy.flyde

Using the visual editor

Install Flyde VSCode extension from the marketplace.

Whenever you change your component library classes or their interfaces, use flyde.py gen command to generate .flyde.ts definitions, e.g.:

./flyde.py gen examples/mylib/components.py

Running a Machine Learning example

Clustering.flyde is a more complex example which uses Pandas and Scikit-Learn to run K-means clustering on a wine clustering dataset from Kaggle. It's a PyFlyde version of https://github.com/Shivangi0503/Wine_Clustering_KMeans.

To run this example, you need to install its dependencies first:

cd examples
pip install .
cd ..

After going back to the main folder you can run it with:

./flyde.py examples/Clustering.flyde

Contributing

Install dev dependencies

pip install .\[dev\]

Run tests and coverage reports

To run tests only:

make test

TO run tests with coverage and see report:

make cover report