48 lines
1.2 KiB
Python
48 lines
1.2 KiB
Python
"""
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Data processing module.
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"""
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from typing import Dict, Any, List
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from .config import AppConfig
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class DataProcessor:
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"""Processes data according to configuration."""
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def __init__(self, config: AppConfig):
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self.config = config
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self.cache: Dict[str, Any] = {}
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def process_data(self, data: Dict[str, Any]) -> Dict[str, Any]:
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"""Process input data."""
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cache_key = str(data)
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if cache_key in self.cache:
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return self.cache[cache_key]
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result = self._transform(data)
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self.cache[cache_key] = result
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return result
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def _transform(self, data: Dict[str, Any]) -> Dict[str, Any]:
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"""Transform data."""
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return {
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"processed": True,
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"data": data,
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"timestamp": self._get_timestamp()
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}
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def _get_timestamp(self) -> str:
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"""Get current timestamp."""
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import datetime
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return datetime.datetime.now().isoformat()
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def batch_process(self, items: List[Dict]) -> List[Dict]:
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"""Process multiple items."""
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return [self.process_data(item) for item in items]
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def clear_cache(self) -> None:
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"""Clear the cache."""
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self.cache.clear()
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