Raiff1982 commited on
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Create real_time_data.py

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  1. components/real_time_data.py +26 -0
components/real_time_data.py ADDED
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+ import aiohttp
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+ from typing import List, Dict, Any
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+
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+ class RealTimeDataIntegrator:
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+ """Integrates real-time data for up-to-date responses"""
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+ def __init__(self):
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+ self.session = aiohttp.ClientSession()
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+
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+ async def fetch_and_integrate(self, urls: List[str]) -> Dict[str, Any]:
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+ """Fetch data from multiple sources and integrate it"""
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+ tasks = [self.fetch_data(url) for url in urls]
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+ results = await asyncio.gather(*tasks)
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+ integrated_data = self.integrate_data(results)
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+ return integrated_data
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+
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+ async def fetch_data(self, url: str) -> Dict[str, Any]:
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+ """Fetch data from an external API"""
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+ async with self.session.get(url) as response:
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+ return await response.json()
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+
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+ def integrate_data(self, data: List[Dict[str, Any]]) -> Dict[str, Any]:
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+ """Integrate data from multiple sources"""
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+ integrated_data = {}
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+ for item in data:
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+ integrated_data.update(item)
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+ return integrated_data