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pylint: clean up whitespace
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graphgen/models/evaluator/kg/structure_evaluator.py

Lines changed: 3 additions & 3 deletions
Original file line numberDiff line numberDiff line change
@@ -84,18 +84,18 @@ def _calculate_powerlaw_r2(degree_map: Dict[str, int]) -> Optional[float]:
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try:
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degree_counts = Counter(degrees)
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degree_values, frequencies = zip(*sorted(degree_counts.items()))
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if len(degree_values) < 3:
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logger.warning(
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f"Insufficient unique degrees ({len(degree_values)}) for power law fitting. "
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f"Graph may be too uniform."
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)
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return None
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# Fit power law: log(frequency) = a * log(degree) + b
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log_degrees = np.log(degree_values)
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log_frequencies = np.log(frequencies)
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# Linear regression on log-log scale
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r_value, *_ = stats.linregress(log_degrees, log_frequencies)
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r2 = r_value**2

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