Initial commit: AbletonMCP-AI complete system
- MCP Server with audio fallback, sample management - Song generator with bus routing - Reference listener and audio resampler - Vector-based sample search - Master chain with limiter and calibration - Fix: Audio fallback now works without M4L - Fix: Full song detection in sample loader Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
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renato97
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AbletonMCP_AI/MCP_Server/sample_system_demo.py
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AbletonMCP_AI/MCP_Server/sample_system_demo.py
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"""
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Demo del Sistema de Gestión de Samples para AbletonMCP-AI
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Este script demuestra las capacidades del sistema completo de samples.
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"""
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import sys
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from pathlib import Path
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sys.path.insert(0, str(Path(__file__).parent))
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from sample_manager import get_manager
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from sample_selector import get_selector
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from audio_analyzer import analyze_sample, AudioAnalyzer
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def demo_analyzer():
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"""Demostración del analizador de audio"""
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print("=" * 60)
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print("DEMO: Audio Analyzer")
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print("=" * 60)
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AudioAnalyzer(backend='basic')
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# Analizar un archivo de ejemplo
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test_file = r"C:\Users\ren\embeddings\all_tracks\BBH - Primer Impacto - Kick 1.wav"
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print(f"\nAnalizando: {Path(test_file).name}")
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print("-" * 40)
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try:
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result = analyze_sample(test_file)
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print(f"Tipo detectado: {result['sample_type']}")
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print(f"BPM: {result.get('bpm') or 'No detectado'}")
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print(f"Key: {result.get('key') or 'No detectado'}")
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print(f"Duración: {result['duration']:.3f}s")
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print(f"Es percusivo: {result['is_percussive']}")
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print(f"Géneros sugeridos: {', '.join(result['suggested_genres'])}")
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except Exception as e:
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print(f"Error: {e}")
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print()
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def demo_manager():
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"""Demostración del gestor de samples"""
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print("=" * 60)
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print("DEMO: Sample Manager")
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print("=" * 60)
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manager = get_manager(r"C:\Users\ren\embeddings\all_tracks")
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# Escanear librería
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print("\nEscaneando librería...")
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stats = manager.scan_directory()
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print(f" Samples procesados: {stats['processed']}")
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print(f" Nuevos: {stats['added']}")
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print(f" Total en librería: {stats['total_samples']}")
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# Estadísticas
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print("\nEstadísticas:")
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stats = manager.get_stats()
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print(f" Total: {stats['total_samples']} samples")
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print(f" Tamaño: {stats['total_size'] / (1024**2):.1f} MB")
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if stats['by_category']:
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print("\n Por categoría:")
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for cat, count in sorted(stats['by_category'].items(), key=lambda x: -x[1]):
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print(f" {cat}: {count}")
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if stats['by_key']:
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print("\n Por key:")
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for key, count in sorted(stats['by_key'].items(), key=lambda x: -x[1]):
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print(f" {key}: {count}")
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# Búsquedas
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print("\nBúsquedas:")
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print("-" * 40)
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# Buscar kicks
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kicks = manager.search(sample_type="kick", limit=3)
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print(f"\nKicks encontrados: {len(kicks)}")
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for s in kicks:
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print(f" - {s.name}")
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# Buscar por key
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g_sharp = manager.search(key="G#m", limit=3)
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print(f"\nSamples en G#m: {len(g_sharp)}")
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for s in g_sharp:
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print(f" - {s.name} ({s.sample_type})")
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# Buscar por BPM
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bpm_128 = manager.search(bpm=128, bpm_tolerance=5, limit=3)
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print(f"\nSamples ~128 BPM: {len(bpm_128)}")
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for s in bpm_128:
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key_info = f" [{s.key}]" if s.key else ""
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print(f" - {s.name}{key_info}")
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print()
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def demo_selector():
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"""Demostración del selector inteligente"""
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print("=" * 60)
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print("DEMO: Sample Selector")
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print("=" * 60)
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selector = get_selector()
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# Seleccionar para diferentes géneros
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genres = ['techno', 'house', 'tech-house']
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for genre in genres:
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print(f"\n{genre.upper()}:")
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print("-" * 40)
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group = selector.select_for_genre(genre, key='Am', bpm=128)
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print(f" Key: {group.key} | BPM: {group.bpm}")
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# Drum kit
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kit = group.drums
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print("\n Drum Kit:")
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if kit.kick:
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print(f" Kick: {kit.kick.name}")
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if kit.snare:
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print(f" Snare: {kit.snare.name}")
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if kit.clap:
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print(f" Clap: {kit.clap.name}")
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if kit.hat_closed:
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print(f" Hat: {kit.hat_closed.name}")
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# Mapeo MIDI
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mapping = selector.get_midi_mapping_for_kit(kit)
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print("\n Mapeo MIDI:")
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for note, info in sorted(mapping['notes'].items())[:4]:
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if info['sample']:
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print(f" Note {note}: {info['sample'][:40]}...")
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# Bass
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if group.bass:
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print(f"\n Bass ({len(group.bass)}):")
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for s in group.bass[:2]:
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key_info = f" [{s.key}]" if s.key else ""
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print(f" - {s.name}{key_info}")
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# Cambio de key
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print("\n" + "-" * 40)
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print("Cambios de Key Sugeridos (desde Am):")
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changes = ['fifth_up', 'fifth_down', 'relative', 'parallel']
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for change in changes:
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new_key = selector.suggest_key_change('Am', change)
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print(f" {change}: {new_key}")
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print()
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def demo_compatibility():
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"""Demostración de búsqueda de samples compatibles"""
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print("=" * 60)
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print("DEMO: Compatibilidad de Samples")
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print("=" * 60)
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manager = get_manager()
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selector = get_selector()
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# Encontrar un sample con key para usar de referencia
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samples_with_key = manager.search(key="G#m", limit=1)
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if samples_with_key:
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reference = samples_with_key[0]
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print(f"\nSample de referencia: {reference.name}")
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print(f" Key: {reference.key} | BPM: {reference.bpm}")
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# Buscar compatibles
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compatible = selector.find_compatible_samples(reference, max_results=5)
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print("\nSamples compatibles:")
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print("-" * 40)
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for sample, score in compatible:
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bar_len = int(score * 20)
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bar = "█" * bar_len + "░" * (20 - bar_len)
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print(f" [{bar}] {score:.1%} - {sample.name}")
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print()
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def demo_pack_generation():
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"""Demostración de generación de packs"""
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print("=" * 60)
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print("DEMO: Generación de Sample Packs")
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print("=" * 60)
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manager = get_manager()
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genres = ['techno', 'house', 'deep-house']
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for genre in genres:
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print(f"\n{genre.upper()} Pack:")
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print("-" * 40)
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pack = manager.get_pack_for_genre(genre, key='Am', bpm=128)
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total = 0
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for category, samples in pack.items():
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if samples:
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count = len(samples)
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total += count
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print(f" {category}: {count}")
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print(f" Total: {total} samples")
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print()
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def main():
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"""Ejecutar todas las demos"""
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print("\n")
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print("=" * 60)
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print(" AbletonMCP-AI Sample System Demo ".center(60))
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print("=" * 60)
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print()
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try:
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demo_analyzer()
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demo_manager()
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demo_selector()
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demo_compatibility()
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demo_pack_generation()
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print("=" * 60)
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print("Todas las demos completadas exitosamente!")
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print("=" * 60)
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except Exception as e:
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print(f"\nError en demo: {e}")
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import traceback
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traceback.print_exc()
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if __name__ == "__main__":
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main()
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