Summaries/AI/MLOps/utils.py

35 lines
1.2 KiB
Python

import os
from dotenv import load_dotenv
import json
import base64
from google.auth.transport.requests import Request
from google.oauth2.service_account import Credentials
def authenticate():
return "DLAI_CREDENTIALS", "DLAI_PROJECT_ID"
#Load .env
load_dotenv()
#Decode key and store in .JSON
SERVICE_ACCOUNT_KEY_STRING_B64 = os.getenv('SERVICE_ACCOUNT_KEY')
SERVICE_ACCOUNT_KEY_BYTES_B64 = SERVICE_ACCOUNT_KEY_STRING_B64.encode("ascii")
SERVICE_ACCOUNT_KEY_STRING_BYTES = base64.b64decode(SERVICE_ACCOUNT_KEY_BYTES_B64)
SERVICE_ACCOUNT_KEY_STRING = SERVICE_ACCOUNT_KEY_STRING_BYTES.decode("ascii")
SERVICE_ACCOUNT_KEY = json.loads(SERVICE_ACCOUNT_KEY_STRING)
# Create credentials based on key from service account
# Make sure your account has the roles listed in the Google Cloud Setup section
credentials = Credentials.from_service_account_info(
SERVICE_ACCOUNT_KEY,
scopes=['https://www.googleapis.com/auth/cloud-platform'])
if credentials.expired:
credentials.refresh(Request())
#Set project ID according to environment variable
PROJECT_ID = os.getenv('PROJECT_ID')
return credentials, PROJECT_ID