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57
cnn_classification_service/main.py
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57
cnn_classification_service/main.py
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#!/usr/bin/env python3
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import logging
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import os
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import sys
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import pika
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import json
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from sentry_sdk.integrations.logging import LoggingIntegration
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import sentry_sdk
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from cnn_classifier import Classifier
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def message_callback(ch, method, properties, body):
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msg = json.loads(body.decode('utf-8'))
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# TODO
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def main():
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logging.basicConfig(filename="", format="%(asctime)s - %(name)s [%(levelname)s]: %(message)s",
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level=logging.DEBUG if '--debug' in sys.argv else logging.INFO)
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SENTRY_DSN = os.environ.get("SENTRY_DSN")
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if SENTRY_DSN:
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sentry_logging = LoggingIntegration(
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level=logging.DEBUG, # Capture info and above as breadcrumbs
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event_level=logging.ERROR # Send errors as events
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)
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sentry_sdk.init(
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dsn=SENTRY_DSN,
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integrations=[sentry_logging],
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send_default_pii=True,
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release=os.environ.get('RELEASE_ID', 'test'),
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environment=os.environ.get('RELEASEMODE', 'dev')
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)
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logging.info("Connecting to MQ service...")
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connection = pika.BlockingConnection(pika.connection.URLParameters(os.environ['PIKA_URL']))
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channel = connection.channel()
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channel.exchange_declare(exchange=os.environ['PIKA_EXCHANGE_NAME'], exchange_type='fanout')
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queue_declare_result = channel.queue_declare(queue='', exclusive=True)
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queue_name = queue_declare_result.method.queue
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channel.queue_bind(exchange=os.environ['PIKA_EXCHANGE_NAME'], queue=queue_name)
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channel.basic_consume(queue=queue_name, on_message_callback=message_callback, auto_ack=True)
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logging.info("Connection complete! Listening to messages...")
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try:
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channel.start_consuming()
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except KeyboardInterrupt:
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logging.info("SIGINT Received! Stopping stuff...")
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channel.stop_consuming()
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if __name__ == '__main__':
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main()
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