model-service/model_service/app.py
marcsello 284dfce735
All checks were successful
continuous-integration/drone/push Build is passing
Added ability to store CNN models
2020-07-28 20:19:52 +02:00

62 lines
1.8 KiB
Python

#!/usr/bin/env python3
import os
import sentry_sdk
from sentry_sdk.integrations.flask import FlaskIntegration
from flask import Flask
from werkzeug.middleware.proxy_fix import ProxyFix
# import stuff
from model import db
from utils import register_all_error_handlers, storage
# import views
from views import SVMView, CNNView
# Setup sentry
SENTRY_DSN = os.environ.get("SENTRY_DSN")
if SENTRY_DSN:
sentry_sdk.init(
dsn=SENTRY_DSN,
integrations=[FlaskIntegration()],
send_default_pii=True,
release=os.environ.get('RELEASE_ID', 'test'),
environment=os.environ.get('RELEASEMODE', 'dev')
)
# create flask app
app = Flask(__name__)
app.wsgi_app = ProxyFix(app.wsgi_app, x_proto=1)
# configure flask app
app.config['SQLALCHEMY_DATABASE_URI'] = os.environ.get('DATABASE_URI', "sqlite://") # Default to memory db
app.config['MINIO_ENDPOINT'] = os.environ['MINIO_ENDPOINT']
app.config['MINIO_ACCESS_KEY'] = os.environ['MINIO_ACCESS_KEY']
app.config['MINIO_SECRET_KEY'] = os.environ['MINIO_SECRET_KEY']
app.config['MINIO_SVM_BUCKET_NAME'] = os.environ['MINIO_SVM_BUCKET_NAME']
app.config['MINIO_CNN_BUCKET_NAME'] = os.environ['MINIO_CNN_BUCKET_NAME']
app.config['MINIO_SECURE'] = os.environ.get('MINIO_SECURE', False)
app.config['MINIO_REGION'] = os.environ.get('MINIO_REGION', None)
# important stuff
app.secret_key = os.environ.get('SECRET_KEY', os.urandom(12))
# disable this for better performance
app.config['SQLALCHEMY_TRACK_MODIFICATIONS'] = False
# initialize stuff
db.init_app(app)
storage.init_app(app)
with app.app_context():
db.create_all()
# register error handlers
register_all_error_handlers(app)
# register views
for view in [SVMView, CNNView]:
view.register(app, trailing_slash=False, route_prefix='/model')
# start debuggig if needed
if __name__ == "__main__":
app.run(debug=True)