cnn-classification-service/cnn_classification_service/main.py

57 lines
1.8 KiB
Python

#!/usr/bin/env python3
import logging
import os
import sys
import pika
import json
from sentry_sdk.integrations.logging import LoggingIntegration
import sentry_sdk
from cnn_classifier import Classifier
def message_callback(ch, method, properties, body):
msg = json.loads(body.decode('utf-8'))
# TODO
def main():
logging.basicConfig(filename="", format="%(asctime)s - %(name)s [%(levelname)s]: %(message)s",
level=logging.DEBUG if '--debug' in sys.argv else logging.INFO)
SENTRY_DSN = os.environ.get("SENTRY_DSN")
if SENTRY_DSN:
sentry_logging = LoggingIntegration(
level=logging.DEBUG, # Capture info and above as breadcrumbs
event_level=logging.ERROR # Send errors as events
)
sentry_sdk.init(
dsn=SENTRY_DSN,
integrations=[sentry_logging],
send_default_pii=True,
release=os.environ.get('RELEASE_ID', 'test'),
environment=os.environ.get('RELEASEMODE', 'dev')
)
logging.info("Connecting to MQ service...")
connection = pika.BlockingConnection(pika.connection.URLParameters(os.environ['PIKA_URL']))
channel = connection.channel()
channel.exchange_declare(exchange=os.environ['PIKA_EXCHANGE_NAME'], exchange_type='fanout')
queue_declare_result = channel.queue_declare(queue='', exclusive=True)
queue_name = queue_declare_result.method.queue
channel.queue_bind(exchange=os.environ['PIKA_EXCHANGE_NAME'], queue=queue_name)
channel.basic_consume(queue=queue_name, on_message_callback=message_callback, auto_ack=True)
logging.info("Connection complete! Listening to messages...")
try:
channel.start_consuming()
except KeyboardInterrupt:
logging.info("SIGINT Received! Stopping stuff...")
channel.stop_consuming()
if __name__ == '__main__':
main()