PyFlow is a general purpose visual scripting framework for python

Overview

Overview

PyFlow is a general purpose visual scripting framework for python.

State

Base structure of program implemented, such things as packages discovery, input customization, exporters, base classes for entities and tools.

You can completely remove nodes and tools that ships by default and start your own library from scratch.

You can evaluate programs without running user interface.

We have simple CLI interface and setup.py script.

Expectedly, we faced problems with our runtime execution model, it is good for certain types of tasks despite it is slow. Also, complicated flow control requires cycles handling.

For example current for loop node implementation doesn't work well with any kind of delay stuff in it's body. Of course it can be solved by adding more logic to loop processing, but we don't know exactly how to make it efficient yet.

Road map

We will add new types of graphs (undirected graphs, trees) and algorithms to work with those structures.

Code generation is probably the future of PyFlow.

We are going to implement more building blocks. Functions - which unlike subgraphs will have single definition and multiple entry points across the program. Objects - very important concept of programming in general, object will have own methods, access levels and variables. Events and delegates - similar to ue4.

Application presets and api for writing own presets. Templates like in any IDE (shader, command line tool, software installer, etc.).

Documentation updates.

User interface improvements and new tools to enhance user experience.

We want to have most python standard library wrapped into a nodes!

Installation

Manual

  1. Clone or download repository.

  2. Install requirements for your use case.

    requirement lists can be found under PyFlow/requirements

  3. To run the program in standalone mode, run pyflow.py. It can be found in the root folder of repository.

Or using pip

Latest development version. Contains latest features

pip install git+https://github.com/wonderworks-software/[email protected]

Latest release version

pip install git+https://github.com/wonderworks-software/[email protected]

After package is installed, you can invoke pyflow.exe on windows or pyflow on unix OS. Program is located inside PATH/TO/PYTHON/Scripts.

Features overview

  • Modular

    Add own node sets, pins, shelf tools, dock tools, preferences widgets, data exporters/importers

  • Easy integration

    PyFlow is a normal python program. It can run under any python environment

  • Python3 and 2 support

  • Logic and UI are separated

    Main logic elements (Node and Pin) has non gui representation, so programs can be evaluated without GUI

  • Subgraphs

    Collapse parts of graphs into subgraphs

    collapseToCompound

  • Watch what is going on

    collapseToCompound

  • Expose properties from subgraphs

    Any node can share it's properties with owning sub graph node

    collapseToCompound

  • Subgraphs import/export

    Share subgraphs with others

    compoundIO

    If compound node was exported to some package, it will appear in node box

    compoundIO

  • Python node

    Write whatever code directly into a node

    pythonNode

  • Python node import/export

    Share python nodes with others

    pythonNode

    If python node was exported to some package, it will appear in node box

    pythonNode

  • Fast node generation from functions

    Single decorator to expose node from function

    pythonNode pythonNode

  • Package loading from arbitrary locations

    Packages can be loaded from provided list of directories. It can be your development folder or folder in network drive inside your studio

  • Graph commenting

    • Comment node

      commentNode

    • Sticky node

      stickyNode

  • Custom input system

    If you got used to specific keymap of your software of choice, you can easily remap PyFlow input actions

    input

  • Drop on wire

    Automatically сonnect the node by dragging it onto the wire

    input

  • Photoshop-like history

    Easy to use powerful undo system

    history

    By a single line call

    historyApi

  • Property view

    Modify node and pins attributes using property panels

    historyApi

  • Variables

    Save arbitrary data into a variables

    historyApi

  • Editable shareable themes

    Create and share themes with others

    historyApi

  • Data importers/exporters

    Editor data can be exported/imported to/from arbitrary format

  • Command line interface

    cmdHelp

    Exported programs can be edited and evaluated from command line without gui

    cmdAddition cmdHelp

  • Convenient wires interaction

    wiresConnect

  • Wire styles

    wiresConnect

    wiresConnect

    wiresConnect

  • Node deprecation flag

    Tell users to update their programs

    deprecated deprecated

  • Widgets library

    • Sliders

      Custom Houdini style sliders, value draggers, ramp widgets

      historyApi

    • Properties framework

      Custom widgets for property panels. Collapsible categories, search field

    • Input framework

      Custom widgets for mouse, keyboard capture

  • Plugin wizards framework

    Generate package template to start development. Or create own wizard for your module

  • Easy configuration files framework

    While adding own modules you probably want to have some configuration data. We provide easy to use api for this

And more..

Getting Started

We have documentation

Contributing

See CONTRIBUTING.md

Versioning

We use a semantic versioning policy.

Authors

See also the list of contributors who participated in this project.

Discussion

Join us to our discord channel and ask anything related to project!

Visualize the bitcoin blockchain from your local node

Project Overview A new feature in Bitcoin Core 0.20 allows users to dump the state of the blockchain (the UTXO set) using the command dumptxoutset. I'

18 Sep 11, 2022
CLAHE Contrast Limited Adaptive Histogram Equalization

A simple code to process images using contrast limited adaptive histogram equalization. Image processing is becoming a major part of data processig.

Happy N. Monday 4 May 18, 2022
Python implementation of the Density Line Chart by Moritz & Fisher.

PyDLC - Density Line Charts with Python Python implementation of the Density Line Chart (Moritz & Fisher, 2018) to visualize large collections of time

Charles L. Bérubé 10 Jan 06, 2023
A GUI for Pandas DataFrames

About Demo Installation Usage Features More Info About PandasGUI is a GUI for viewing, plotting and analyzing Pandas DataFrames. Demo Installation Ins

Adam Rose 2.8k Dec 24, 2022
Decision Border Visualizer for Classification Algorithms

dbv Decision Border Visualizer for Classification Algorithms Project description A python package for Machine Learning Engineers who want to visualize

Sven Eschlbeck 1 Nov 01, 2021
A simple Monte Carlo simulation using Python and matplotlib library

Monte Carlo python simulation Install linux dependencies sudo apt update sudo apt install build-essential \ software-properties-commo

Samuel Terra 2 Dec 13, 2021
Extensible, parallel implementations of t-SNE

openTSNE openTSNE is a modular Python implementation of t-Distributed Stochasitc Neighbor Embedding (t-SNE) [1], a popular dimensionality-reduction al

Pavlin Poličar 1.1k Jan 03, 2023
🧇 Make Waffle Charts in Python.

PyWaffle PyWaffle is an open source, MIT-licensed Python package for plotting waffle charts. It provides a Figure constructor class Waffle, which coul

Guangyang Li 528 Jan 02, 2023
GD-UltraHack - A Mod Menu for Geometry Dash. Specifically a MegahackV5 clone in Python. Only for Windows

GD UltraHack: The Mod Menu that Nobody asked for. This is a mod menu for the gam

zeo 1 Jan 05, 2022
Designed a greedy algorithm based on Markov sequential decision-making process in MATLAB/Python to optimize using Gurobi solver

Designed a greedy algorithm based on Markov sequential decision-making process in MATLAB/Python to optimize using Gurobi solver, the wheel size, gear shifting sequence by modeling drivetrain constrai

Sabbella Prasanna 1 Jan 11, 2022
https://there.oughta.be/a/macro-keyboard

inkkeys Details and instructions can be found on https://there.oughta.be/a/macro-keyboard In contrast to most of my other projects, I decided to put t

Sebastian Staacks 209 Dec 21, 2022
This is a sorting visualizer made with Tkinter.

Sorting-Visualizer This is a sorting visualizer made with Tkinter. Make sure you've installed tkinter in your system to use this visualizer pip instal

Vishal Choubey 7 Jul 06, 2022
An intuitive library to add plotting functionality to scikit-learn objects.

Welcome to Scikit-plot Single line functions for detailed visualizations The quickest and easiest way to go from analysis... ...to this. Scikit-plot i

Reiichiro Nakano 2.3k Dec 31, 2022
The open-source tool for building high-quality datasets and computer vision models

The open-source tool for building high-quality datasets and computer vision models. Website • Docs • Try it Now • Tutorials • Examples • Blog • Commun

Voxel51 2.4k Jan 07, 2023
A high-level plotting API for pandas, dask, xarray, and networkx built on HoloViews

hvPlot A high-level plotting API for the PyData ecosystem built on HoloViews. Build Status Coverage Latest dev release Latest release Docs What is it?

HoloViz 697 Jan 06, 2023
The Timescale NFT Starter Kit is a step-by-step guide to get up and running with collecting, storing, analyzing and visualizing NFT data from OpenSea, using PostgreSQL and TimescaleDB.

Timescale NFT Starter Kit The Timescale NFT Starter Kit is a step-by-step guide to get up and running with collecting, storing, analyzing and visualiz

Timescale 102 Dec 24, 2022
3D rendered visualization of the austrian monuments registry

Visualization of the Austrian Monuments Visualization of the monument landscape of the austrian monuments registry (Bundesdenkmalamt Denkmalverzeichni

Nikolai Janakiev 3 Oct 24, 2019
CompleX Group Interactions (XGI) provides an ecosystem for the analysis and representation of complex systems with group interactions.

XGI CompleX Group Interactions (XGI) is a Python package for the representation, manipulation, and study of the structure, dynamics, and functions of

Complex Group Interactions 67 Dec 28, 2022
An automatic prover for tautologies in Metamath

completeness An automatic prover for tautologies in Metamath This program implements the constructive proof of the Completeness Theorem for propositio

Scott Fenton 2 Dec 15, 2021
Process dataframe in a easily way.

Popanda Written by Shengxuan Wang at OSU. Used for processing dataframe, especially for machine learning. The name is from "Po" in the movie Kung Fu P

ShawnWang 1 Dec 24, 2021