GeoAnalytics Platform (GeoAP) provides ready-to-use components to process satellite and drone imagery with AI-powered methods. The GeoAP platform meets the needs and requirements of almost all AI or CV-based application lifecycle participants: from developers to end-users, from development to operations. For additional information please visit https://quantumobile.com/geo-analytics/geo-analytics-platform
Dockeranddocker-composeare needed for running the app. Here are the instructions:
https://docs.docker.com/engine/installation/#platform-support-matrix
https://docs.docker.com/engine/installation/linux/linux-postinstall/
https://docs.docker.com/compose/install/
To run app make the next steps:
cd sip/
docker-compose up -d
Go to localhost:3000.
To reload add make the next:
docker-compose exec webapplication touch uwsgi.ini
To run tests make the next:
docker-compose exec webapplication ./manage.py test
Go to localhost:9000/api/docs
Go to localhost:9000/api/swagger
Go to localhost:9000/admin/
username: admin
password: AiL9uumi
username: test
password: jooZee9i
curl -X POST "http://localhost:9000/api/login" -H "accept: application/json" -H "Content-Type: application/json" -d "{ \"username\": \"test\", \"password\": \"jooZee9i\"}"
{"key":"507928511085e6684cfa105c74339d46fc097ad0"}
curl -H "accept: application/json" http://localhost:9000/api/users/current?apikey=507928511085e6684cfa105c74339d46fc097ad0
{"pk":2,"username":"test","email":"","first_name":"","last_name":""}
To auth locally visit utility special endpoint to receive bash command for authorization with login and password included, like:
docker login --username ***********@quantumobile.com --password ***************************************************** https://registry.quantumobile.co
Check k8s config for more information.
To build image for web application use command:
docker build -t registry.quantumobile.co/sip-web-application:latest -f ./webapplication/prod.Dockerfile ./webapplication
To push image into registry use command:
docker push registry.quantumobile.co/sip-web-application:latest
To build image for webserver use command:
docker build -t registry.quantumobile.co/sip-web-server:latest -f ./webserver/prod.Dockerfile ./
To push image into registry use command:
docker push registry.quantumobile.co/sip-web-server:latest
To copy images from host to kind cluster use command:
kind load docker-image registry.quantumobile.co/sip-web-server:latest registry.quantumobile.co/sip-web-application:latest
Check k8s config for more information.
JSON file. Google Cloud Console Service account key. Required to retrieve Sentinel2 data from Sentinel-2 data storage.
JSON file. AWS service account key. Required to retrieve Sentinel1 data from Sentinel-1 storage.
JSON file. Copernicus Open Access Hub credentials: username&password. Like:
{
"user": "username",
"password": "password"
}
Defines how geoap's services run:
docker- Standard. Single machine environment with notebook execution and results publishing as separate threads. Component execution performs as docker containers.- alternative one - k8s variant with executor and publisher as a separate deployments. Component execution performs as k8s jobs entities.
Number of component execution job creation retries.
DEPRECATED Time in seconds before validation job fail
K8s namespace to run execution jobs in k8s cluster
Name of k8s secret with docker credentials to pull images with components into execution job's pods
Max number of simultaneous execution jobs
Path to mount volumes with inputs and outputs inside execution job's pods
Max number of GPU cores as a nvidia.com/gpu resource for execution job's pods