MultiLanguageSentimentStreamlitApp/prepare_ec2.py

from yaml import safe_load 
from os.path import join
import os

#####  Source Code Access  
ec2_prepare_params = safe_load(open("params.yaml"))["ec2_prepare"]
DAGSHUB_REMOTE_URL = ec2_prepare_params["DAGSHUB_REMOTE_URL"]
DEPENDENCIES = ec2_prepare_params["REQUIREMENTS"]

# 1. Clone the source code
os.system("git clone {DAGSHUB_REMOTE_URL}")

#### Model and Data Parameters
model_data_params = safe_load(open("params.yaml"))["model_data_config"]
MODEL_PATH = model_data_params["MODEL_PATH"]
DATA_PATH = model_data_params["METRICS_PATH"]

# 2. Pull data and model
os.system("dvc pull {MODEL_PATH} {DATA_PATH}")

# 3. Install the requirements
os.system("pip install -r {DEPENDENCIES}")