|
| 1 | +# ============================================================================= |
| 2 | +# TrueEntropy - Health Monitoring Module |
| 3 | +# ============================================================================= |
| 4 | +# |
| 5 | +# This module provides entropy pool health monitoring. It evaluates the |
| 6 | +# current state of the pool and returns a health score along with |
| 7 | +# recommendations for improvement. |
| 8 | +# |
| 9 | +# Health Factors: |
| 10 | +# - Entropy bits remaining in the pool |
| 11 | +# - Time since last entropy feed |
| 12 | +# - Ratio of extraction to feeding |
| 13 | +# |
| 14 | +# ============================================================================= |
| 15 | + |
| 16 | +""" |
| 17 | +Health monitoring for the TrueEntropy entropy pool. |
| 18 | +
|
| 19 | +Provides functions to assess the current state of entropy collection |
| 20 | +and suggest improvements when entropy levels are low. |
| 21 | +""" |
| 22 | + |
| 23 | +from __future__ import annotations |
| 24 | + |
| 25 | +import time |
| 26 | +from typing import Literal, TypedDict |
| 27 | + |
| 28 | +from trueentropy.pool import EntropyPool |
| 29 | + |
| 30 | + |
| 31 | +# ----------------------------------------------------------------------------- |
| 32 | +# Type Definitions |
| 33 | +# ----------------------------------------------------------------------------- |
| 34 | + |
| 35 | +class HealthStatus(TypedDict): |
| 36 | + """ |
| 37 | + TypedDict representing the health status of an entropy pool. |
| 38 | + |
| 39 | + Attributes: |
| 40 | + score: Health score from 0 to 100 |
| 41 | + status: Current status ("healthy", "degraded", or "critical") |
| 42 | + entropy_bits: Estimated bits of entropy in the pool |
| 43 | + pool_utilization: Percentage of pool capacity used (0-100) |
| 44 | + time_since_feed: Seconds since last entropy feed |
| 45 | + recommendation: Suggested action for the user |
| 46 | + """ |
| 47 | + score: int |
| 48 | + status: Literal["healthy", "degraded", "critical"] |
| 49 | + entropy_bits: int |
| 50 | + pool_utilization: float |
| 51 | + time_since_feed: float |
| 52 | + recommendation: str |
| 53 | + |
| 54 | + |
| 55 | +# ----------------------------------------------------------------------------- |
| 56 | +# Health Check Function |
| 57 | +# ----------------------------------------------------------------------------- |
| 58 | + |
| 59 | +def entropy_health(pool: EntropyPool) -> HealthStatus: |
| 60 | + """ |
| 61 | + Evaluate the health of an entropy pool. |
| 62 | + |
| 63 | + This function analyzes the current state of the pool and returns |
| 64 | + a comprehensive health status. The health score is calculated based |
| 65 | + on multiple factors: |
| 66 | + |
| 67 | + 1. **Entropy Level** (60% weight): How much entropy remains in the pool |
| 68 | + 2. **Freshness** (40% weight): Time since the last entropy feed |
| 69 | + |
| 70 | + Score Thresholds: |
| 71 | + - 70-100: Healthy - Pool is operating normally |
| 72 | + - 30-69: Degraded - Pool is usable but consider adding entropy |
| 73 | + - 0-29: Critical - Pool is low on entropy, immediate action needed |
| 74 | + |
| 75 | + Args: |
| 76 | + pool: The EntropyPool instance to evaluate |
| 77 | + |
| 78 | + Returns: |
| 79 | + A HealthStatus dictionary with detailed health information |
| 80 | + |
| 81 | + Example: |
| 82 | + >>> from trueentropy import get_pool |
| 83 | + >>> from trueentropy.health import entropy_health |
| 84 | + >>> pool = get_pool() |
| 85 | + >>> status = entropy_health(pool) |
| 86 | + >>> print(f"Health: {status['score']}/100 ({status['status']})") |
| 87 | + Health: 85/100 (healthy) |
| 88 | + """ |
| 89 | + # ------------------------------------------------------------------------- |
| 90 | + # Gather Pool Statistics |
| 91 | + # ------------------------------------------------------------------------- |
| 92 | + |
| 93 | + # Get current entropy level |
| 94 | + entropy_bits = pool.entropy_bits |
| 95 | + max_entropy = pool.POOL_SIZE * 8 # 512 * 8 = 4096 bits |
| 96 | + |
| 97 | + # Calculate pool utilization percentage |
| 98 | + pool_utilization = (entropy_bits / max_entropy) * 100 |
| 99 | + |
| 100 | + # Calculate time since last feed |
| 101 | + time_since_feed = time.time() - pool.last_feed_time |
| 102 | + |
| 103 | + # ------------------------------------------------------------------------- |
| 104 | + # Calculate Component Scores |
| 105 | + # ------------------------------------------------------------------------- |
| 106 | + |
| 107 | + # Entropy level score (0-100) |
| 108 | + # Full pool = 100, empty pool = 0 |
| 109 | + entropy_score = min(100, int(pool_utilization)) |
| 110 | + |
| 111 | + # Freshness score (0-100) |
| 112 | + # Just fed = 100, stale (> 60 seconds) = 0 |
| 113 | + # We use an exponential decay: score = 100 * e^(-t/30) |
| 114 | + # This gives: |
| 115 | + # - 0 seconds: 100 |
| 116 | + # - 30 seconds: ~37 |
| 117 | + # - 60 seconds: ~14 |
| 118 | + # - 120 seconds: ~2 |
| 119 | + import math |
| 120 | + freshness_score = int(100 * math.exp(-time_since_feed / 30)) |
| 121 | + freshness_score = max(0, min(100, freshness_score)) |
| 122 | + |
| 123 | + # ------------------------------------------------------------------------- |
| 124 | + # Calculate Overall Score |
| 125 | + # ------------------------------------------------------------------------- |
| 126 | + |
| 127 | + # Weighted average: 60% entropy level, 40% freshness |
| 128 | + # This prioritizes having entropy in the pool, but also rewards |
| 129 | + # regular feeding to maintain diversity |
| 130 | + overall_score = int(0.6 * entropy_score + 0.4 * freshness_score) |
| 131 | + overall_score = max(0, min(100, overall_score)) |
| 132 | + |
| 133 | + # ------------------------------------------------------------------------- |
| 134 | + # Determine Status and Recommendation |
| 135 | + # ------------------------------------------------------------------------- |
| 136 | + |
| 137 | + if overall_score >= 70: |
| 138 | + status: Literal["healthy", "degraded", "critical"] = "healthy" |
| 139 | + recommendation = ( |
| 140 | + "Entropy pool is healthy and ready for use. " |
| 141 | + "All systems operating normally." |
| 142 | + ) |
| 143 | + elif overall_score >= 30: |
| 144 | + status = "degraded" |
| 145 | + |
| 146 | + # Provide specific recommendations based on what's low |
| 147 | + if entropy_score < 50: |
| 148 | + recommendation = ( |
| 149 | + "Entropy level is moderate. Consider starting the background " |
| 150 | + "collector with trueentropy.start_collector() or manually " |
| 151 | + "feeding entropy with trueentropy.feed()." |
| 152 | + ) |
| 153 | + else: |
| 154 | + recommendation = ( |
| 155 | + "Pool hasn't been fed recently. Consider enabling the " |
| 156 | + "background collector for continuous entropy replenishment." |
| 157 | + ) |
| 158 | + else: |
| 159 | + status = "critical" |
| 160 | + |
| 161 | + if entropy_score < 20: |
| 162 | + recommendation = ( |
| 163 | + "CRITICAL: Entropy pool is nearly empty! Random values may " |
| 164 | + "have reduced quality. Immediately start the collector with " |
| 165 | + "trueentropy.start_collector() or call pool.reseed()." |
| 166 | + ) |
| 167 | + else: |
| 168 | + recommendation = ( |
| 169 | + "WARNING: Pool has been stale for too long. Start the " |
| 170 | + "background collector to ensure entropy diversity." |
| 171 | + ) |
| 172 | + |
| 173 | + # ------------------------------------------------------------------------- |
| 174 | + # Build and Return Result |
| 175 | + # ------------------------------------------------------------------------- |
| 176 | + |
| 177 | + return HealthStatus( |
| 178 | + score=overall_score, |
| 179 | + status=status, |
| 180 | + entropy_bits=entropy_bits, |
| 181 | + pool_utilization=round(pool_utilization, 2), |
| 182 | + time_since_feed=round(time_since_feed, 2), |
| 183 | + recommendation=recommendation, |
| 184 | + ) |
| 185 | + |
| 186 | + |
| 187 | +def print_health_report(pool: EntropyPool) -> None: |
| 188 | + """ |
| 189 | + Print a formatted health report to stdout. |
| 190 | + |
| 191 | + This is a convenience function for debugging and monitoring. |
| 192 | + It prints a human-readable summary of the pool health. |
| 193 | + |
| 194 | + Args: |
| 195 | + pool: The EntropyPool instance to report on |
| 196 | + |
| 197 | + Example: |
| 198 | + >>> from trueentropy import get_pool |
| 199 | + >>> from trueentropy.health import print_health_report |
| 200 | + >>> print_health_report(get_pool()) |
| 201 | + |
| 202 | + ╔══════════════════════════════════════════╗ |
| 203 | + ║ TrueEntropy Health Report ║ |
| 204 | + ╠══════════════════════════════════════════╣ |
| 205 | + ║ Score: 85/100 [████████░░] healthy║ |
| 206 | + ║ Entropy: 3276 bits (80.0%) ║ |
| 207 | + ║ Last Feed: 5.2 seconds ago ║ |
| 208 | + ╠══════════════════════════════════════════╣ |
| 209 | + ║ ✓ Pool is healthy and ready for use. ║ |
| 210 | + ╚══════════════════════════════════════════╝ |
| 211 | + """ |
| 212 | + health = entropy_health(pool) |
| 213 | + |
| 214 | + # Create progress bar |
| 215 | + filled = health["score"] // 10 |
| 216 | + bar = "█" * filled + "░" * (10 - filled) |
| 217 | + |
| 218 | + # Status emoji |
| 219 | + if health["status"] == "healthy": |
| 220 | + emoji = "✓" |
| 221 | + elif health["status"] == "degraded": |
| 222 | + emoji = "⚠" |
| 223 | + else: |
| 224 | + emoji = "✗" |
| 225 | + |
| 226 | + # Print report |
| 227 | + print() |
| 228 | + print("╔══════════════════════════════════════════╗") |
| 229 | + print("║ TrueEntropy Health Report ║") |
| 230 | + print("╠══════════════════════════════════════════╣") |
| 231 | + print(f"║ Score: {health['score']:3d}/100 [{bar}] {health['status']:8}║") |
| 232 | + print(f"║ Entropy: {health['entropy_bits']:4d} bits ({health['pool_utilization']:.1f}%) ║") |
| 233 | + print(f"║ Last Feed: {health['time_since_feed']:.1f} seconds ago ║") |
| 234 | + print("╠══════════════════════════════════════════╣") |
| 235 | + print(f"║ {emoji} {health['recommendation'][:40]:40}║") |
| 236 | + print("╚══════════════════════════════════════════╝") |
| 237 | + print() |
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