scamp-ml_uvt: production planning micro-service
Contents
scamp-ml_uvt: production planning micro-service#
scamp-ml_uvt production planning micro-service enables the retrival of operational data and applies several production scheduling algorithms or quality criterias.
Features of scamp-ml_uvt micro-service:#
process operational information from DB
generate synthetic data for testing purposes
generate a BOM from the operational DB
store the BOM relationships and other properties into a DB
apply production scheduling algorithms and quality criterias
expose production scheduling algorithms and quality criterias using a REST API
graphical visualization of the applied production scheduling algorithms and quality criterias
Usage#
scamp-ml_uvt is only available on the private Gitlab.
Its main dependencies are Django and Django REST, all of which should pose no problems to install. The entire dependencies list if provided under requirements.txt (for pip) and a environment.yml (for conda).
Running the micro-service is standard to any Django based application. A short description is provided below:
Admin pages
For the case in which there is a need to use the admin pages, one have to create an admin user using the command:
python manage.py createsuperuser
From the project root directory. Follow the instructions on the screen.
Run Django Webserver
To queue the program under the Django webserver, queue in the IDE terminal, or in a separate terminal:
python manage.py runserver
from the project root. This will start the Django webserver (http://127.0.0.1:8000/) and allow access to the administrative pages. To access the admin pages, go to http://127.0.0.1:8000/admin and use the user and password provided in the previous step.
Run standalone
For running the program standalone, the entry point us located in {PROJECT_ROOT}/scamp-ml_uvt/main.py file, so:
cd {PROJECT_ROOT}/scamp-ml_uvt/
python main.py
This will launch a small program that connects to the database through the existing models and makes a selection of data. This would be the entry point of the app.