sachan99/geoweaver

a web system to allow users to automatically record history and manage complicated scientific workflows in web browsers involving the online spatial data facilities, high-performance computation platforms, and open-source libraries.

Geoweaver

Geoweaver is an in-browser software allowing users to easily compose and execute full-stack data processing workflows via taking advantage of online spatial data facilities, high-performance computation platforms, and open-source deep learning libraries. It provides all-in-one capacity covering server management, code repository, workflow orchestration software, and history recorder.

It can be run from both local and remote (distributed) machines.

GeoWeaver is a community effort. Any contribution is welcome and greatly appreciated!

Software Goals

Only two things basically:

1. Make it time affordable for less-coder scientists (who know nothing about WfMS) to manage their data processing workflows

2. Preserve all the model run history and share them along with the code files

Installation

Tutorial

• Create and Manipulate Hosts

• Create and Run Processes

• Create, Run, and Export Workflows

• Jupyter Recording

Demo

A live demo site is available.

Citation

If you found Geoweaver helpful in your research, please cite:

Sun, Z. et al., "Geoweaver: Advanced cyberinfrastructure for managing hybrid geoscientific AI workflows." ISPRS International Journal of Geo-Information 9, no. 2 (2020): 119.

Dependencies

This project is impossible without the support of several fantastic open source libraries.

d3.js - BSD 3-Clause

graph-creator - MIT License

bootstrap - MIT License

CodeMirror - MIT License

JQuery Terminal - MIT License

Community

License

MIT