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Update app.py
Browse files
app.py
CHANGED
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@@ -70,7 +70,7 @@ def call_ai_model(usage, idle, freq, cost, last):
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utilization_ratio = usage / total if total > 0 else 0.0
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utilization_percent = utilization_ratio * 100
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#
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if utilization_percent < 30:
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sug = "Pause Rent"
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elif utilization_percent < 60:
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@@ -80,19 +80,17 @@ def call_ai_model(usage, idle, freq, cost, last):
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else:
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sug = "Replace"
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base_conf = utilization_ratio
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# Penalize confidence proportionally if idle > usage
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if idle > usage:
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diff_ratio = (idle - usage) / total
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base_conf -= diff_ratio * 0.5
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freq_factor = min(freq / 10.0, 1.0)
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base_conf *= (0.7 + 0.3 * freq_factor)
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# Clamp confidence between 0.05 and 1.0
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confidence = max(0.05, min(base_conf, 1.0))
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except Exception as e:
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logger.error(f"Error in call_ai_model: {e}")
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utilization_ratio = usage / total if total > 0 else 0.0
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utilization_percent = utilization_ratio * 100
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# Determine suggestion
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if utilization_percent < 30:
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sug = "Pause Rent"
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elif utilization_percent < 60:
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else:
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sug = "Replace"
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base_conf = utilization_ratio
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if idle > usage:
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diff_ratio = (idle - usage) / total
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base_conf -= diff_ratio * 0.5
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freq_factor = min(freq / 10.0, 1.0)
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base_conf *= (0.7 + 0.3 * freq_factor)
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confidence = max(0.05, min(base_conf, 1.0))
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# Round before return
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return sug, round(confidence, 2), round(utilization_percent, 2)
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except Exception as e:
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logger.error(f"Error in call_ai_model: {e}")
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