55 lines
1.4 KiB
Python
55 lines
1.4 KiB
Python
from hyper_internal_service import web
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from coffeehouse_spamdetection import SpamDetection
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__all__ = ['Server']
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class Server(object):
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def __init__(self, port=5601):
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"""
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Public Constructor
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:param port:
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"""
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self.port = port
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self.web_application = web.Application()
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self.web_application.add_routes(
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[web.post('/', self.predict)]
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)
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self.spam_detection = SpamDetection()
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async def predict(self, request):
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"""
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Handles the predict request "/", usage:
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POST:: "input": str
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:param request:
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:return:
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"""
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post_data = await request.post()
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results = self.spam_detection.predict(post_data['input'])
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response = {
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"status": True,
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"results": {
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"ham": str(results['ham']),
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"spam": str(results['spam'])
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}
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}
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return web.json_response(response)
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def start(self):
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"""
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Starts the web application
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:return:
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"""
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web.run_app(app=self.web_application, port=self.port)
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return True
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def stop(self):
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"""
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Stops the web application
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:return:
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"""
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self.web_application.shutdown()
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self.web_application.cleanup()
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return True |