#!/bin/bash
# V11 PROGRESSIVE Parameter Sweep Launch Script
# Stage 1: Ultra-permissive (start from 0 filters) to find baseline

set -e  # Exit on error

echo "================================================================"
echo "V11 PROGRESSIVE PARAMETER SWEEP - STAGE 1 (FIXED)"
echo "================================================================"
echo ""
echo "Strategy: Start from 0 (filters disabled) and go upwards"
echo ""
echo "Progressive Grid (1024 combinations):"
echo "  - flip_threshold: 0.3, 0.35, 0.4, 0.45 (all proven working)"
echo "  - adx_min: 0, 5, 10, 15 (0 = disabled)"
echo "  - long_pos_max: 95, 100 (very loose)"
echo "  - short_pos_min: 0, 5 (0 = disabled)"
echo "  - vol_min: 0.0, 0.5 (0 = disabled)"
echo "  - entry_buffer_atr: 0.0, 0.10 (0 = disabled)"
echo "  - rsi_long_min: 25, 30 (permissive)"
echo "  - rsi_short_max: 75, 80 (permissive)"
echo ""
echo "Expected signal counts by flip_threshold:"
echo "  - flip_threshold=0.3:  1,400-1,600 signals (very loose)"
echo "  - flip_threshold=0.35: 1,200-1,400 signals"
echo "  - flip_threshold=0.4:  1,096-1,186 signals (proven working)"
echo "  - flip_threshold=0.45:   800-1,000 signals (tighter but viable)"
echo ""
echo "Expected outcomes by adx_min:"
echo "  - adx_min=0 configs: 150-300 signals (almost no filtering)"
echo "  - adx_min=5 configs: 80-150 signals (light filtering)"
echo "  - adx_min=10 configs: 40-80 signals (moderate filtering)"
echo "  - adx_min=15 configs: 10-40 signals (strict filtering)"
echo ""
echo "FIX APPLIED: Replaced flip_threshold=0.5 (0 signals) with working values"
echo ""
echo "================================================================"
echo ""

cd "$(dirname "$0")"

# Check if data file exists
if [ ! -f "data/solusdt_5m.csv" ]; then
    echo "✗ Error: data/solusdt_5m.csv not found"
    echo "  Please ensure market data is available"
    exit 1
fi

echo "✓ Market data found"

# Check if coordinator script exists
if [ ! -f "v11_test_coordinator.py" ]; then
    echo "✗ Error: v11_test_coordinator.py not found"
    exit 1
fi

echo "✓ Coordinator script found"

# Clear previous test data
echo ""
echo "🗑️  Clearing previous test data..."
rm -rf v11_test_results/*
if [ -f "exploration.db" ]; then
    sqlite3 exploration.db "DELETE FROM v11_test_chunks;" 2>/dev/null || true
    sqlite3 exploration.db "DELETE FROM v11_test_strategies;" 2>/dev/null || true
    echo "✓ Database cleared"
fi

# Launch coordinator in background
echo ""
echo "🚀 Starting progressive sweep coordinator..."
nohup python3 v11_test_coordinator.py > coordinator_v11_progressive.log 2>&1 &
COORDINATOR_PID=$!

echo "✓ Coordinator started (PID: $COORDINATOR_PID)"
echo ""
echo "================================================================"
echo "MONITORING"
echo "================================================================"
echo "Live log: tail -f coordinator_v11_progressive.log"
echo "Database: sqlite3 exploration.db"
echo "Results:  cluster/v11_test_results/*.csv"
echo ""
echo "Check status:"
echo "  sqlite3 exploration.db \"SELECT * FROM v11_test_chunks\""
echo ""
echo "Analyze signal distribution by ADX:"
echo "  sqlite3 exploration.db \\"
echo "    \"SELECT json_extract(params, '$.adx_min') as adx_min, \\"
echo "     AVG(total_trades) as avg_signals, COUNT(*) as configs \\"
echo "     FROM v11_test_strategies \\"
echo "     GROUP BY adx_min ORDER BY adx_min;\""
echo ""
echo "To stop sweep:"
echo "  kill $COORDINATOR_PID"
echo "================================================================"