#!/usr/bin/env python3
"""Test exact parameters worker is using"""

import pandas as pd
import sys
sys.path.insert(0, 'backtester')

from v11_moneyline_all_filters import money_line_v11_signals, MoneyLineV11Inputs

# Load dataset
print("Loading data...")
df = pd.read_csv('data/solusdt_5m.csv')
df['timestamp'] = pd.to_datetime(df['timestamp'])
df = df.set_index('timestamp')
print(f"✓ Loaded {len(df)} bars")

# Test EXACT worker configuration (most permissive combination)
config = {
    'flip_threshold': 0.4,      # Most permissive
    'adx_min': 0,               # Filter DISABLED
    'long_pos_max': 100,        # Most permissive
    'short_pos_min': 0,         # Filter DISABLED
    'vol_min': 0.0,             # Filter DISABLED
    'entry_buffer_atr': 0.0,    # Filter DISABLED
    'rsi_long_min': 25,         # Permissive
    'rsi_short_max': 80,        # Permissive
}

print("\nTest 1: Worker parameters WITH use_quality_filters=True")
print(f"Config: {config}")
inputs = MoneyLineV11Inputs(
    use_quality_filters=True,
    flip_threshold=config['flip_threshold'],
    adx_min=config['adx_min'],
    long_pos_max=config['long_pos_max'],
    short_pos_min=config['short_pos_min'],
    vol_min=config['vol_min'],
    entry_buffer_atr=config['entry_buffer_atr'],
    rsi_long_min=config['rsi_long_min'],
    rsi_long_max=70,
    rsi_short_min=30,
    rsi_short_max=config['rsi_short_max'],
)
print(f"use_quality_filters: {inputs.use_quality_filters}")
print(f"RSI bounds: long [{inputs.rsi_long_min}, {inputs.rsi_long_max}], short [{inputs.rsi_short_min}, {inputs.rsi_short_max}]")

signals = money_line_v11_signals(df, inputs)
print(f"RESULT: {len(signals)} signals")

if len(signals) == 0:
    print("\n🔴 ZERO SIGNALS - Same as worker!")
    print("\nTest 2: Try WITHOUT quality filters")
    inputs2 = MoneyLineV11Inputs(
        use_quality_filters=False,  # Bypass all filters
        flip_threshold=0.4,
    )
    signals2 = money_line_v11_signals(df, inputs2)
    print(f"RESULT: {len(signals2)} signals")
    
    if len(signals2) > 0:
        print("\n✓ Filter bypass works - problem is WITH filters")
        print("Debugging which filter is blocking...")
        
        # Check each filter component
        print("\n  First 10 rows of data:")
        print(df[['open', 'high', 'low', 'close', 'volume']].head(10))
else:
    print(f"\n✅ SUCCESS: {len(signals)} signals generated!")
    print(f"  First 3 signals:")
    for s in signals[:3]:
        print(f"    {s.timestamp} {s.direction} @ ${s.entry_price:.2f}")