🤖 Bot Futures Logs
Feb 01 14:33:31 vps-4599b1a2 python[58101]: 2026-02-01 14:33:31,332 - PrecursorEngine - INFO - 🔧 Test stratégie: pump_detector_2d
Feb 01 14:33:31 vps-4599b1a2 python[58101]: 2026-02-01 14:33:31,332 - FuturesAdapter - INFO - 📊 Évaluation pump_detector_2d pour ETH/USDT:USDT
Feb 01 14:33:32 vps-4599b1a2 python[58101]: 2026-02-01 14:33:32,440 - FuturesAdapter - INFO - 📊 Données: 200 bougies récupérées
Feb 01 14:33:32 vps-4599b1a2 python[58101]: 2026-02-01 14:33:32,441 - FuturesAdapter - INFO - ❌ Pas de signal (conditions non remplies)
Feb 01 14:33:32 vps-4599b1a2 python[58101]: 2026-02-01 14:33:32,441 - PrecursorEngine - INFO - 🧪 SCAN DEBUG: 3/19 - SOL/USDT:USDT : DÉBUT ANALYSE
Feb 01 14:33:32 vps-4599b1a2 python[58101]: 2026-02-01 14:33:32,441 - PrecursorEngine - INFO - 🧪 SCAN DEBUG: SOL/USDT:USDT - Appel IA...
Feb 01 14:33:34 vps-4599b1a2 python[58101]: 2026-02-01 14:33:34,224 - FuturesAdapter - WARNING - 🤖 IA décision: ATTENDRE | Confidence: 62
Feb 01 14:33:34 vps-4599b1a2 python[58101]: 2026-02-01 14:33:34,225 - PrecursorEngine - INFO - 🧪 SCAN DEBUG: SOL/USDT:USDT - IA réponse : AI_WAIT
Feb 01 14:33:34 vps-4599b1a2 python[58101]: 2026-02-01 14:33:34,225 - PrecursorEngine - INFO - [BOT] SOL/USDT:USDT - Signal: None | Strategy: AI_WAIT | Confidence: 0.00%
Feb 01 14:33:34 vps-4599b1a2 python[58101]: 2026-02-01 14:33:34,225 - PrecursorEngine - INFO - 🔧 FALLBACK activé pour SOL/USDT:USDT (raison: AI_WAIT)
Feb 01 14:33:34 vps-4599b1a2 python[58101]: 2026-02-01 14:33:34,225 - PrecursorEngine - INFO - 📋 Stratégies disponibles: ['FALLBACK_macd_crossover', 'FALLBACK_trend_following', 'mean_reversion', 'momentum_breakout', 'pump_detector_2d']
Feb 01 14:33:34 vps-4599b1a2 python[58101]: 2026-02-01 14:33:34,225 - PrecursorEngine - INFO - 🔧 Test stratégie: mean_reversion
Feb 01 14:33:34 vps-4599b1a2 python[58101]: 2026-02-01 14:33:34,225 - FuturesAdapter - INFO - 📊 Évaluation mean_reversion pour SOL/USDT:USDT
Feb 01 14:33:34 vps-4599b1a2 python[58101]: 2026-02-01 14:33:34,743 - FuturesAdapter - INFO - 📊 Données: 200 bougies récupérées
Feb 01 14:33:34 vps-4599b1a2 python[58101]: 2026-02-01 14:33:34,747 - FuturesAdapter - INFO - ❌ Pas de signal (conditions non remplies)
Feb 01 14:33:34 vps-4599b1a2 python[58101]: 2026-02-01 14:33:34,748 - PrecursorEngine - INFO - 🔧 Test stratégie: momentum_breakout
Feb 01 14:33:34 vps-4599b1a2 python[58101]: 2026-02-01 14:33:34,748 - FuturesAdapter - INFO - 📊 Évaluation momentum_breakout pour SOL/USDT:USDT
Feb 01 14:33:34 vps-4599b1a2 python[58101]: 2026-02-01 14:33:34,749 - FuturesAdapter - INFO - 📊 Données: 200 bougies récupérées
Feb 01 14:33:34 vps-4599b1a2 python[58101]: 2026-02-01 14:33:34,749 - FuturesAdapter - INFO - 🔧 Test momentum_breakout...
Feb 01 14:33:34 vps-4599b1a2 python[58101]: 2026-02-01 14:33:34,750 - FuturesAdapter - INFO - ❌ Pas de signal (conditions non remplies)
Feb 01 14:33:34 vps-4599b1a2 python[58101]: 2026-02-01 14:33:34,750 - PrecursorEngine - INFO - 🔧 Test stratégie: pump_detector_2d
Feb 01 14:33:34 vps-4599b1a2 python[58101]: 2026-02-01 14:33:34,750 - FuturesAdapter - INFO - 📊 Évaluation pump_detector_2d pour SOL/USDT:USDT
Feb 01 14:33:35 vps-4599b1a2 python[58101]: 2026-02-01 14:33:35,881 - FuturesAdapter - INFO - 📊 Données: 200 bougies récupérées
Feb 01 14:33:35 vps-4599b1a2 python[58101]: 2026-02-01 14:33:35,883 - FuturesAdapter - INFO - ❌ Pas de signal (conditions non remplies)
Feb 01 14:33:35 vps-4599b1a2 python[58101]: 2026-02-01 14:33:35,883 - PrecursorEngine - INFO - 🧪 SCAN DEBUG: 4/19 - BNB/USDT:USDT : DÉBUT ANALYSE
Feb 01 14:33:35 vps-4599b1a2 python[58101]: 2026-02-01 14:33:35,883 - PrecursorEngine - INFO - 🧪 SCAN DEBUG: BNB/USDT:USDT - Appel IA...
Feb 01 14:33:37 vps-4599b1a2 python[58101]: 2026-02-01 14:33:37,094 - PrecursorEngine - INFO - 📊 DEBUT monitor RÉEL AVAX/USDT:USDT
Feb 01 14:33:37 vps-4599b1a2 python[58101]: 2026-02-01 14:33:37,767 - FuturesAdapter - WARNING - 🤖 IA décision: ATTENDRE | Confidence: 60
Feb 01 14:33:37 vps-4599b1a2 python[58101]: 2026-02-01 14:33:37,767 - PrecursorEngine - INFO - 🧪 SCAN DEBUG: BNB/USDT:USDT - IA réponse : AI_WAIT
Feb 01 14:33:37 vps-4599b1a2 python[58101]: 2026-02-01 14:33:37,768 - PrecursorEngine - INFO - [BOT] BNB/USDT:USDT - Signal: None | Strategy: AI_WAIT | Confidence: 0.00%
Feb 01 14:33:37 vps-4599b1a2 python[58101]: 2026-02-01 14:33:37,768 - PrecursorEngine - INFO - 🔧 FALLBACK activé pour BNB/USDT:USDT (raison: AI_WAIT)
Feb 01 14:33:37 vps-4599b1a2 python[58101]: 2026-02-01 14:33:37,768 - PrecursorEngine - INFO - 📋 Stratégies disponibles: ['FALLBACK_macd_crossover', 'FALLBACK_trend_following', 'mean_reversion', 'momentum_breakout', 'pump_detector_2d']
Feb 01 14:33:37 vps-4599b1a2 python[58101]: 2026-02-01 14:33:37,768 - PrecursorEngine - INFO - 🔧 Test stratégie: mean_reversion
Feb 01 14:33:37 vps-4599b1a2 python[58101]: 2026-02-01 14:33:37,768 - FuturesAdapter - INFO - 📊 Évaluation mean_reversion pour BNB/USDT:USDT
Feb 01 14:33:37 vps-4599b1a2 python[58101]: 2026-02-01 14:33:37,877 - PrecursorEngine - INFO - 🔍 Appel TSL pour AVAX/USDT:USDT...
Feb 01 14:33:37 vps-4599b1a2 python[58101]: 2026-02-01 14:33:37,877 - PrecursorEngine - INFO - ✅ FIN monitor RÉEL AVAX/USDT:USDT
Feb 01 14:33:38 vps-4599b1a2 python[58101]: 2026-02-01 14:33:38,265 - FuturesAdapter - INFO - 📊 Données: 200 bougies récupérées
Feb 01 14:33:38 vps-4599b1a2 python[58101]: 2026-02-01 14:33:38,271 - FuturesAdapter - INFO - ❌ Pas de signal (conditions non remplies)
Feb 01 14:33:38 vps-4599b1a2 python[58101]: 2026-02-01 14:33:38,271 - PrecursorEngine - INFO - 🔧 Test stratégie: momentum_breakout
Feb 01 14:33:38 vps-4599b1a2 python[58101]: 2026-02-01 14:33:38,271 - FuturesAdapter - INFO - 📊 Évaluation momentum_breakout pour BNB/USDT:USDT
Feb 01 14:33:38 vps-4599b1a2 python[58101]: 2026-02-01 14:33:38,271 - FuturesAdapter - INFO - 📊 Données: 200 bougies récupérées
Feb 01 14:33:38 vps-4599b1a2 python[58101]: 2026-02-01 14:33:38,271 - FuturesAdapter - INFO - 🔧 Test momentum_breakout...
Feb 01 14:33:38 vps-4599b1a2 python[58101]: 2026-02-01 14:33:38,272 - FuturesAdapter - INFO - ❌ Pas de signal (conditions non remplies)
Feb 01 14:33:38 vps-4599b1a2 python[58101]: 2026-02-01 14:33:38,272 - PrecursorEngine - INFO - 🔧 Test stratégie: pump_detector_2d
Feb 01 14:33:38 vps-4599b1a2 python[58101]: 2026-02-01 14:33:38,272 - FuturesAdapter - INFO - 📊 Évaluation pump_detector_2d pour BNB/USDT:USDT
Feb 01 14:33:39 vps-4599b1a2 python[58101]: 2026-02-01 14:33:39,381 - FuturesAdapter - INFO - 📊 Données: 200 bougies récupérées
Feb 01 14:33:39 vps-4599b1a2 python[58101]: 2026-02-01 14:33:39,381 - FuturesAdapter - INFO - ❌ Pas de signal (conditions non remplies)
Feb 01 14:33:39 vps-4599b1a2 python[58101]: 2026-02-01 14:33:39,382 - PrecursorEngine - INFO - 🧪 SCAN DEBUG: 5/19 - AVAX/USDT:USDT : DÉBUT ANALYSE
Feb 01 14:33:39 vps-4599b1a2 python[58101]: 2026-02-01 14:33:39,382 - PrecursorEngine - INFO - 🧪 SCAN DEBUG: 6/19 - ATOM/USDT:USDT : DÉBUT ANALYSE
Feb 01 14:33:39 vps-4599b1a2 python[58101]: 2026-02-01 14:33:39,382 - PrecursorEngine - INFO - 🧪 SCAN DEBUG: ATOM/USDT:USDT - Appel IA...
⚡ API ML Futures Logs
Feb 01 14:31:08 vps-4599b1a2 python[42594]: 2026-02-01 14:31:08,412 - INFO - [ML] Seuil LONG: 0.25 (base: 0.22)
Feb 01 14:31:08 vps-4599b1a2 python[42594]: 2026-02-01 14:31:08,413 - WARNING - 🚫 LONG rejeté: trend_score 0.0 < 20
Feb 01 14:31:08 vps-4599b1a2 python[42594]: 2026-02-01 14:31:08,413 - INFO - 127.0.0.1 - - [01/Feb/2026 14:31:08] "POST /api/ai/decision HTTP/1.1" 200 -
Feb 01 14:31:11 vps-4599b1a2 python[42594]: 2026-02-01 14:31:11,805 - INFO - [ML] PEPE/USDT:USDT - Confidence: 0.6232 | Pred PnL: 1.50% | Espérance: 0.0093 (0.93%)
Feb 01 14:31:11 vps-4599b1a2 python[42594]: 2026-02-01 14:31:11,806 - INFO - [THRESHOLD] Données incomplètes (50%) → Seuil: 0.22
Feb 01 14:31:11 vps-4599b1a2 python[42594]: 2026-02-01 14:31:11,807 - INFO - [ML] Seuil LONG: 0.25 (base: 0.22)
Feb 01 14:31:11 vps-4599b1a2 python[42594]: 2026-02-01 14:31:11,807 - WARNING - 🚫 LONG rejeté: trend_score 0.0 < 20
Feb 01 14:31:11 vps-4599b1a2 python[42594]: 2026-02-01 14:31:11,808 - INFO - 127.0.0.1 - - [01/Feb/2026 14:31:11] "POST /api/ai/decision HTTP/1.1" 200 -
Feb 01 14:31:15 vps-4599b1a2 python[42594]: 2026-02-01 14:31:15,220 - INFO - [ML] WIF/USDT:USDT - Confidence: 0.6210 | Pred PnL: 1.50% | Espérance: 0.0093 (0.93%)
Feb 01 14:31:15 vps-4599b1a2 python[42594]: 2026-02-01 14:31:15,220 - INFO - [THRESHOLD] Données incomplètes (50%) → Seuil: 0.22
Feb 01 14:31:15 vps-4599b1a2 python[42594]: 2026-02-01 14:31:15,220 - INFO - [ML] Seuil LONG: 0.25 (base: 0.22)
Feb 01 14:31:15 vps-4599b1a2 python[42594]: 2026-02-01 14:31:15,220 - WARNING - 🚫 LONG rejeté: trend_score 0.0 < 20
Feb 01 14:31:15 vps-4599b1a2 python[42594]: 2026-02-01 14:31:15,221 - INFO - 127.0.0.1 - - [01/Feb/2026 14:31:15] "POST /api/ai/decision HTTP/1.1" 200 -
Feb 01 14:31:18 vps-4599b1a2 python[42594]: 2026-02-01 14:31:18,897 - INFO - [ML] TAO/USDT:USDT - Confidence: 0.6232 | Pred PnL: 1.50% | Espérance: 0.0093 (0.93%)
Feb 01 14:31:18 vps-4599b1a2 python[42594]: 2026-02-01 14:31:18,898 - INFO - [THRESHOLD] Données incomplètes (50%) → Seuil: 0.22
Feb 01 14:31:18 vps-4599b1a2 python[42594]: 2026-02-01 14:31:18,898 - INFO - [ML] Seuil SHORT: 0.35 (base: 0.22)
Feb 01 14:31:18 vps-4599b1a2 python[42594]: 2026-02-01 14:31:18,899 - INFO - 127.0.0.1 - - [01/Feb/2026 14:31:18] "POST /api/ai/decision HTTP/1.1" 200 -
Feb 01 14:31:20 vps-4599b1a2 python[42594]: 2026-02-01 14:31:20,046 - INFO - [ML] FET/USDT:USDT - Confidence: 0.6213 | Pred PnL: 1.50% | Espérance: 0.0093 (0.93%)
Feb 01 14:31:20 vps-4599b1a2 python[42594]: 2026-02-01 14:31:20,047 - INFO - [THRESHOLD] Données incomplètes (50%) → Seuil: 0.22
Feb 01 14:31:20 vps-4599b1a2 python[42594]: 2026-02-01 14:31:20,048 - INFO - [ML] Seuil SHORT: 0.35 (base: 0.22)
Feb 01 14:31:20 vps-4599b1a2 python[42594]: 2026-02-01 14:31:20,048 - INFO - 127.0.0.1 - - [01/Feb/2026 14:31:20] "POST /api/ai/decision HTTP/1.1" 200 -
Feb 01 14:31:21 vps-4599b1a2 python[42594]: 2026-02-01 14:31:21,178 - INFO - [ML] ONDO/USDT:USDT - Confidence: 0.6227 | Pred PnL: 1.50% | Espérance: 0.0093 (0.93%)
Feb 01 14:31:21 vps-4599b1a2 python[42594]: 2026-02-01 14:31:21,178 - INFO - [THRESHOLD] Données incomplètes (50%) → Seuil: 0.22
Feb 01 14:31:21 vps-4599b1a2 python[42594]: 2026-02-01 14:31:21,178 - INFO - [ML] Seuil LONG: 0.25 (base: 0.22)
Feb 01 14:31:21 vps-4599b1a2 python[42594]: 2026-02-01 14:31:21,178 - WARNING - 🚫 LONG rejeté: trend_score 0.0 < 20
Feb 01 14:31:21 vps-4599b1a2 python[42594]: 2026-02-01 14:31:21,179 - INFO - 127.0.0.1 - - [01/Feb/2026 14:31:21] "POST /api/ai/decision HTTP/1.1" 200 -
Feb 01 14:31:24 vps-4599b1a2 python[42594]: 2026-02-01 14:31:24,663 - INFO - [ML] TON/USDT:USDT - Confidence: 0.6084 | Pred PnL: 1.50% | Espérance: 0.0091 (0.91%)
Feb 01 14:31:24 vps-4599b1a2 python[42594]: 2026-02-01 14:31:24,664 - INFO - [THRESHOLD] Données incomplètes (50%) → Seuil: 0.22
Feb 01 14:31:24 vps-4599b1a2 python[42594]: 2026-02-01 14:31:24,664 - INFO - [ML] Seuil SHORT: 0.35 (base: 0.22)
Feb 01 14:31:24 vps-4599b1a2 python[42594]: 2026-02-01 14:31:24,665 - INFO - 127.0.0.1 - - [01/Feb/2026 14:31:24] "POST /api/ai/decision HTTP/1.1" 200 -
Feb 01 14:33:27 vps-4599b1a2 python[42594]: 2026-02-01 14:33:27,426 - INFO - [ML] BTC/USDT:USDT - Confidence: 0.6241 | Pred PnL: 1.50% | Espérance: 0.0094 (0.94%)
Feb 01 14:33:27 vps-4599b1a2 python[42594]: 2026-02-01 14:33:27,426 - INFO - [THRESHOLD] Données incomplètes (50%) → Seuil: 0.22
Feb 01 14:33:27 vps-4599b1a2 python[42594]: 2026-02-01 14:33:27,426 - INFO - [ML] Seuil LONG: 0.25 (base: 0.22)
Feb 01 14:33:27 vps-4599b1a2 python[42594]: 2026-02-01 14:33:27,426 - WARNING - 🚫 Vol 1.1% < 1.2%
Feb 01 14:33:27 vps-4599b1a2 python[42594]: 2026-02-01 14:33:27,427 - INFO - 127.0.0.1 - - [01/Feb/2026 14:33:27] "POST /api/ai/decision HTTP/1.1" 200 -
Feb 01 14:33:30 vps-4599b1a2 python[42594]: 2026-02-01 14:33:30,811 - INFO - [ML] ETH/USDT:USDT - Confidence: 0.6060 | Pred PnL: 1.50% | Espérance: 0.0091 (0.91%)
Feb 01 14:33:30 vps-4599b1a2 python[42594]: 2026-02-01 14:33:30,812 - INFO - [THRESHOLD] Données incomplètes (50%) → Seuil: 0.22
Feb 01 14:33:30 vps-4599b1a2 python[42594]: 2026-02-01 14:33:30,812 - INFO - [ML] Seuil LONG: 0.25 (base: 0.22)
Feb 01 14:33:30 vps-4599b1a2 python[42594]: 2026-02-01 14:33:30,812 - WARNING - 🚫 LONG rejeté: trend_score 0.0 < 20
Feb 01 14:33:30 vps-4599b1a2 python[42594]: 2026-02-01 14:33:30,813 - INFO - 127.0.0.1 - - [01/Feb/2026 14:33:30] "POST /api/ai/decision HTTP/1.1" 200 -
Feb 01 14:33:34 vps-4599b1a2 python[42594]: 2026-02-01 14:33:34,222 - INFO - [ML] SOL/USDT:USDT - Confidence: 0.6210 | Pred PnL: 1.50% | Espérance: 0.0093 (0.93%)
Feb 01 14:33:34 vps-4599b1a2 python[42594]: 2026-02-01 14:33:34,222 - INFO - [THRESHOLD] Données incomplètes (50%) → Seuil: 0.22
Feb 01 14:33:34 vps-4599b1a2 python[42594]: 2026-02-01 14:33:34,222 - INFO - [ML] Seuil LONG: 0.25 (base: 0.22)
Feb 01 14:33:34 vps-4599b1a2 python[42594]: 2026-02-01 14:33:34,222 - WARNING - 🚫 LONG rejeté: trend_score 0.0 < 20
Feb 01 14:33:34 vps-4599b1a2 python[42594]: 2026-02-01 14:33:34,223 - INFO - 127.0.0.1 - - [01/Feb/2026 14:33:34] "POST /api/ai/decision HTTP/1.1" 200 -
Feb 01 14:33:37 vps-4599b1a2 python[42594]: 2026-02-01 14:33:37,764 - INFO - [ML] BNB/USDT:USDT - Confidence: 0.6059 | Pred PnL: 1.50% | Espérance: 0.0091 (0.91%)
Feb 01 14:33:37 vps-4599b1a2 python[42594]: 2026-02-01 14:33:37,764 - INFO - [THRESHOLD] Données incomplètes (50%) → Seuil: 0.22
Feb 01 14:33:37 vps-4599b1a2 python[42594]: 2026-02-01 14:33:37,764 - INFO - [ML] Seuil SHORT: 0.35 (base: 0.22)
Feb 01 14:33:37 vps-4599b1a2 python[42594]: 2026-02-01 14:33:37,764 - WARNING - 🚫 Vol 1.0% < 1.2%
Feb 01 14:33:37 vps-4599b1a2 python[42594]: 2026-02-01 14:33:37,765 - INFO - 127.0.0.1 - - [01/Feb/2026 14:33:37] "POST /api/ai/decision HTTP/1.1" 200 -