GP Model.

This folder contains functionality for running the GP model, mainly used in spatial temporal modelling works.

Environment setup

Add the .env file. This can be obtained from the project owner. For team members, this can be accessed from GCP secret manager(sta-env-gp-model)

Running the model

Create a Python virtual environment

python -m venv venv

Ensure to use python3.7 or python3.8 as the python version.
If you have mutliple python versions, you can specify the python version as follows: python3.8 -m venv venv

Activate the virtual environment.

Linux and MacOS

source venv/bin/activate

Windows

source venv\bin\activate

Install the necessary dependencies

pip install -r requirements.txt

Running the model.

python main.py

Running the model with Docker

Build the image

docker build -t gp-model .

Run the image

docker run gp-model

This is a CRON job only thus it does not require any ports to be exposed.