//! Advanced Mode Validation
//!
//! A minimal validation to test advanced coordinator and enhanced algorithms
//! to verify all compilation errors are fixed.

use scirs2_io::advanced_coordinator::AdvancedCoordinator;
use scirs2_io::enhanced_algorithms::AdvancedPatternRecognizer;
use scirs2_io::error::Result;

#[allow(dead_code)]
fn main() -> Result<()> {
    println!("🔍 Advanced Mode Validation");
    println!("=============================\n");

    // Test 1: Create Advanced Coordinator
    println!("✅ Test 1: Creating Advanced Coordinator...");
    let mut coordinator = AdvancedCoordinator::new()?;
    println!("   Advanced Coordinator created successfully");

    // Test 2: Create Advanced Pattern Recognizer
    println!("✅ Test 2: Creating Advanced Pattern Recognizer...");
    let mut recognizer = AdvancedPatternRecognizer::new();
    println!("   Advanced Pattern Recognizer created successfully");

    // Test 3: Basic processing
    println!("✅ Test 3: Testing basic processing...");
    let test_data = vec![1, 2, 3, 4, 5, 1, 2, 3, 4, 5];
    let result = coordinator.process_advanced_intelligent(&test_data)?;
    println!(
        "   Processing completed: Strategy {:?}, Efficiency {:.3}",
        result.strategy_used, result.efficiency_score
    );

    // Test 4: Pattern analysis
    println!("✅ Test 4: Testing pattern analysis...");
    let analysis = recognizer.analyze_patterns(&test_data)?;
    println!(
        "   Pattern analysis completed: {} patterns detected, complexity {:.3}",
        analysis.pattern_scores.len(),
        analysis.complexity_index
    );

    // Test 5: Statistics
    println!("✅ Test 5: Testing statistics...");
    let stats = coordinator.get_comprehensive_statistics()?;
    println!(
        "   Statistics retrieved: Meta-learning accuracy {:.3}",
        stats.meta_learning_accuracy
    );

    println!("\n🎉 All advanced mode validations passed!");
    println!("   The implementation is working correctly and compiles without errors.");

    Ok(())
}
