#!/bin/bash
#SBATCH --time=20
#SBATCH --mem=16000
#SBATCH --nodes=10
#SBATCH --ntasks-per-node=10
#SBATCH --partition=multiple
#SBATCH --mem-per-cpu=94000
#SBATCH --job-name=vehicle_classification

echo "creating folder"
#create folder and change directory
mkdir -p ~/hpc_vehicle_classification
cd ~/hpc_vehicle_classification
pwd

echo "handling ssh-key"
#handle SSH-key (the argument "$1" is the SSH-key to gitlab)
eval $(ssh-agent -s)
echo "$1" | base64 -d | tr -d '\r' | ssh-add - > /dev/null

#pull gitlab repository
echo "pulling gitlab repository"
git init
git pull git@transfer.hft-stuttgart.de:fork_hpc_vehicle_classification/hpc_vehicle_classification.git

#loading conda environment
echo "load and activate virtual environment"
eval "$(conda shell.bash hook)"
conda env create -f environment.yml
conda activate env_vehicle_classification

echo "running python code"
python main.py