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Geoweaver

2018 ESIP Lab Incubator Project

Geoweaver is a browser-based software allowing users to easily compose and execute full-stack deep learning 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 including SSH client (e.g., Putty), FTP client, and scientific workflow software.

It can be run from local machines.

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

Geoweaver Online API

Table of Contents

Software Goals

1) turning large-scale distributed deep network into manageable modernized workflows;

2) boosting higher utilization ratio of the existing cyberinfrastructures by separating scientists from tedious technical details;

3) enhancing the frequency and accuracy of classified land cover land use maps for agricultural purposes;

4) enabling the tracking of provenance by recording the execution logs in structured tables to evaluate the quality of the result maps;

5) proof the effectiveness of operationally using large-scale distributed deep learning models in classifying Landsat image time series.

Installation

Dependencies

Java 1.8+ (OpenJDK 8 or higher)

!(only for install via docker) Docker 18.09.1+

!(only for install via docker) Docker-compose 1.23.1+

Quick Install

(Recommended for Linux, Mac, and Windows)

java -jar geoweaver.jar 

Developer Install

This section is dedicated for developer users who have better background on web technologies and familiar with MySQL, H2, tomcat, docker, and maven. If you are familiar with neither of them, we strongly suggest you use the “Quick Install” way to install Geoweaver.

Linux

This way works for most linux releases, e.g., Ubuntu, CentOS, RedHat, OpenBSD, etc.

git clone https://github.com/ESIPFed/Geoweaver.git
cd Geoweaver
chmod 755 install-linux.sh
./install-linux.sh

Mac

git clone https://github.com/ESIPFed/Geoweaver.git
cd Geoweaver
chmod 755 install-mac.sh
./install-mac.sh

Windows

git clone https://github.com/ESIPFed/Geoweaver.git
cd Geoweaver
./install-windows.bat

Docker

We use docker-compose to establish the containers for Geoweaver. As the DockerHub is not very friendly for docker-compose yaml at present, we only suggest manual to start from GitHub repo. It only has three steps.

Install

cd .. && docker-compose up -d

The address is:

http://your-ip:your-port/Geoweaver/web/geoweaver

Replace the your-ip, your-port with the real domain of your tomcat. For example, localhost:8070.

Notice: Make sure the local services like mysql and tomcat are shut down before starting docker-compose. Otherwise there might be port conflict error on 3306 and 8070. Or you can change the port to some other free ports in the docker-compose.yml.

If you don’t have docker or docker-compose installed, these documents will help. docker docker-compose

Shutdown

To stop Geoweaver, type:

docker stop $(docker ps -aq)

Tomcat War

Install


wget https://github.com/ESIPFed/Geoweaver/releases/download/v0.7.1/Geoweaver.war -O Geoweaver.war
cp Geoweaver.war /usr/local/tomcat/webapps/
/usr/local/tomcat/bin/startup.sh

nano /usr/local/tomcat/webapps/Geoweaver/WEB-INF/classes/config.properties
nano /usr/local/tomcat/webapps/Geoweaver/WEB-INF/classes/cc_secret.properties

Fill the fields with correct values. (database url, default: jdbc:mysql://localhost:3306/cyberconnector) and WEB-INF/classes/cc_secret.properties (database username and password: database_user=root database_password=xxxxxxxx).

(**Note: the MySQL database must be initiated by the SQL file under the folder Geoweaver/docker/db first. If you are using H2 database, please copy the two files: geoweaver.mv.db and geoweaver.trace.db to your user home directory before you start tomcat. **)

mysql -u root -p < docker/db/gw.sql

Shutdown

To stop Geoweaver, use:

/usr/local/tomcat/bin/shutdown.sh

Cloud VM Template

Install

We provide a ready-to-use cloud template for you to install on mainstream cloud platforms like AWS, Google Cloud, Azure, OpenStack and CloudStack. Please go here to download the template (3.1 Gigabytes). The username and password of the instance would be csiss and password respectively.

To start Geoweaver, go to directory /home/csiss/Geoweaver and execute docker-compose up -d. With no accident, Geoweaver will be up and running.

cd /home/csiss/Geoweaver && docker-compose up -d

Shutdown

To stop Geoweaver, use:

docker stop $(docker ps -aq)

Build from source

Use maven to build. In the command line go to the root folder and execute mvn install. After a success build, the Geoweaver jar package will be under the directory: Geoweaver/target/Geoweaver-<version>.jar.

Demo

A live demo site is available in George Mason University.

Tutorial

Geoweaver Tutorial - A beginner tutorial about what Geoweaver can do and how it works

Citation

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

Sun, Ziheng, Liping Di, Annie Burgess, Jason A. Tullis, and Andrew B. Magill. “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

License

MIT