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V9 PARAMETER DIAGNOSTIC SUITE
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Data: backtester/data/solusdt_5m_aug_nov.csv
Symbol: SOL-PERP
Loading data...
Loaded 34273 bars

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TEST 1: flip_threshold_percent (0.4, 0.5, 0.6, 0.7)
Expected: LOWER threshold = MORE signals
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Testing flip_threshold:   0%|          | 0/4 [00:00<?, ?it/s]
Testing flip_threshold:  25%|██▌       | 1/4 [00:21<01:05, 21.71s/it]
Testing flip_threshold:  50%|█████     | 2/4 [00:42<00:42, 21.32s/it]
Testing flip_threshold:  75%|███████▌  | 3/4 [01:05<00:21, 21.82s/it]
Testing flip_threshold: 100%|██████████| 4/4 [01:25<00:00, 21.32s/it]
Testing flip_threshold: 100%|██████████| 4/4 [01:25<00:00, 21.43s/it]
flip_threshold=0.4: 581 trades, $-1852.60 PnL
flip_threshold=0.5: 581 trades, $-1852.60 PnL
flip_threshold=0.6: 581 trades, $-1852.60 PnL
flip_threshold=0.7: 581 trades, $-1852.60 PnL

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TEST 2: cooldown_bars (1, 2, 3, 4)
Expected: LOWER cooldown = MORE signals
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Testing cooldown_bars:   0%|          | 0/4 [00:00<?, ?it/s]
Testing cooldown_bars:  25%|██▌       | 1/4 [00:20<01:01, 20.36s/it]
Testing cooldown_bars:  50%|█████     | 2/4 [00:40<00:40, 20.18s/it]
Testing cooldown_bars:  75%|███████▌  | 3/4 [01:01<00:20, 20.54s/it]
Testing cooldown_bars: 100%|██████████| 4/4 [01:21<00:00, 20.44s/it]
Testing cooldown_bars: 100%|██████████| 4/4 [01:21<00:00, 20.41s/it]
cooldown_bars=1: 581 trades, $-1835.05 PnL
cooldown_bars=2: 581 trades, $-1835.05 PnL
cooldown_bars=3: 581 trades, $-1852.60 PnL
cooldown_bars=4: 578 trades, $-2115.42 PnL

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TEST 3: momentum_min_adx (18, 21, 24, 27)
Expected: HIGHER ADX = FEWER signals
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Testing momentum_min_adx:   0%|          | 0/4 [00:00<?, ?it/s]
Testing momentum_min_adx:  25%|██▌       | 1/4 [00:20<01:01, 20.52s/it]
Testing momentum_min_adx:  50%|█████     | 2/4 [00:41<00:41, 20.90s/it]
Testing momentum_min_adx:  75%|███████▌  | 3/4 [01:04<00:21, 21.76s/it]
Testing momentum_min_adx: 100%|██████████| 4/4 [01:26<00:00, 21.73s/it]
Testing momentum_min_adx: 100%|██████████| 4/4 [01:26<00:00, 21.54s/it]
momentum_min_adx=18.0: 581 trades, $-1852.60 PnL
momentum_min_adx=21.0: 581 trades, $-1852.60 PnL
momentum_min_adx=24.0: 581 trades, $-1852.60 PnL
momentum_min_adx=27.0: 581 trades, $-1852.60 PnL

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TEST 4: ma_gap_threshold (0.2, 0.3, 0.4, 0.5)
Expected: Different signal counts
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Testing ma_gap_threshold:   0%|          | 0/4 [00:00<?, ?it/s]
Testing ma_gap_threshold:  25%|██▌       | 1/4 [00:20<01:02, 20.79s/it]
Testing ma_gap_threshold:  50%|█████     | 2/4 [00:43<00:44, 22.20s/it]
Testing ma_gap_threshold:  75%|███████▌  | 3/4 [01:06<00:22, 22.37s/it]
Testing ma_gap_threshold: 100%|██████████| 4/4 [01:27<00:00, 21.68s/it]
Testing ma_gap_threshold: 100%|██████████| 4/4 [01:27<00:00, 21.80s/it]
ma_gap_threshold=0.2: 581 trades, $-1852.60 PnL
ma_gap_threshold=0.3: 581 trades, $-1852.60 PnL
ma_gap_threshold=0.4: 581 trades, $-1852.60 PnL
ma_gap_threshold=0.5: 581 trades, $-1852.60 PnL

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DIAGNOSTIC ANALYSIS
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🔴 flip_threshold_percent: NO EFFECT - All configs produce identical results!
   All 581 trades, $-1852.60 PnL
   ⚠️  Parameter is NOT being applied or is overridden

✅ cooldown_bars: HAS EFFECT
   Signal range: 578-581 (0.5% variation)
   PnL range: $-2115.42 to $-1835.05

🔴 momentum_min_adx: NO EFFECT - All configs produce identical results!
   All 581 trades, $-1852.60 PnL
   ⚠️  Parameter is NOT being applied or is overridden

🔴 ma_gap_threshold: NO EFFECT - All configs produce identical results!
   All 581 trades, $-1852.60 PnL
   ⚠️  Parameter is NOT being applied or is overridden

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EXTREME CONFIGURATION TEST
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Traceback (most recent call last):
  File "scripts/diagnostic_sweep.py", line 212, in <module>
    main()
  File "scripts/diagnostic_sweep.py", line 192, in main
    system_works = test_extreme_configs(args.csv, args.symbol)
  File "scripts/diagnostic_sweep.py", line 127, in test_extreme_configs
    df = load_csv(csv_path)
TypeError: load_csv() missing 2 required positional arguments: 'symbol' and 'timeframe'