Running python

Step 1: Go to your folder where your python files are contained
Step 2: Create a new conda environment

module load Anaconda3/2020.11
conda create -n mypy3 python=3.8 pip 
source activate mypy3
conda install ipykernel

Step 3: Stay in the virtual environment
Install numpy/scipy/pandas etc whatever your codes need
You might want to update python or pip or any other command
You can get out of the venv by writing 'conda deactivate' in the command prompt
To access the venv, use:
module load Anaconda3/2020.11
source activate mypy3

Step 4: Once in venv, and all dependencies installed the submit script should look like this:

#!/bin/bash -l
##SBATCH -p normal_q
#SBATCH -p dev_q
#SBATCH -J <JOB_NAME>.py
#SBATCH -N 1
#SBATCH --ntasks-per-node 32
#SBATCH -t 1:00:00 
#SBATCH -A welbornlab

echo start load env and run python

python <CODE_NAME>.py

exit;

Step 5: Now you can submit the script. Yay!