ShambhaviCodes
/
Semantic_Similarity


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

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

# 1. Clone the source code

# install git library
os.system("sudo yum install git")
os.system("git clone {}".format(DAGSHUB_REMOTE_URL))

#### Model and Data Parameters
model_data_params = safe_load(open("streamlit_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 {} {}".format(MODEL_PATH, DATA_PATH))

# 3. Install the requirements
os.system("sudo pip3 install -r {}".format(DEPENDENCIES))