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22 lines
609 B
Python
22 lines
609 B
Python
import math
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from typing import Any, Dict
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def aggregate(**kwargs) -> Dict[str, Any]:
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"""Compute nanmean for each metric across all rows."""
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metrics = {}
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for name, values in kwargs.items():
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valid = []
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for v in values:
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try:
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fv = float(v)
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if not math.isnan(fv):
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valid.append(fv)
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except (TypeError, ValueError):
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pass
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if valid:
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metrics[name] = round(sum(valid) / len(valid), 2)
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else:
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metrics[name] = float("nan")
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return metrics
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