RTMDet_PRODUCTION / app /__init__.py
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rewrite test.yml to download model from outside
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import os
import json
import logging
from dotenv import load_dotenv
from mmdeploy_runtime import Detector
from supabase import create_client, Client
from firebase_admin import credentials, initialize_app, firestore
from neo4j import GraphDatabase
logging.basicConfig(level=logging.DEBUG)
logger = logging.getLogger(__name__)
load_dotenv()
# LOAD MODEL
model_path = "./model"
detector = Detector(model_path=model_path, device_name="cpu", device_id=0)
# LOAD SUPABASE
url: str = os.environ.get("SUPABASE_URL")
key: str = os.environ.get("SUPABASE_KEY")
supabase: Client = create_client(url, key)
# LOAD FIREBASE ADMIN SDK
firebase_app = initialize_app(
credential=credentials.Certificate(
json.loads(os.environ.get("FIREBASE_CREDENTIALS"))
)
)
db = firestore.client()
# LOAD NEO4J DB
URI = os.environ.get("NEO4J_URI")
AUTH = (os.environ.get("NEO4J_USERNAME"), os.environ.get("NEO4J_PASSWORD"))
driver = GraphDatabase.driver(URI, auth=AUTH)
driver.verify_connectivity()
driver.execute_query(
"CREATE CONSTRAINT uid IF NOT EXISTS FOR (p:Person) REQUIRE p.uid IS UNIQUE"
)