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test_simulator.py
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315 lines (246 loc) · 11.1 KB
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#!/usr/bin/env python3
"""
🧪 Simulador Cuántico - Tests
Pruebas unitarias para el simulador cuántico
"""
import unittest
import sys
import os
import time
import json
from unittest.mock import patch, MagicMock
# Agregar el directorio actual al path
sys.path.insert(0, os.path.dirname(os.path.abspath(__file__)))
from quantum_simulator import QuantumSimulator, simulate_molecule, analyze_interaction
class TestQuantumSimulator(unittest.TestCase):
"""Tests para el simulador cuántico"""
def setUp(self):
"""Configuración inicial para cada test"""
self.simulator = QuantumSimulator()
def test_simulator_initialization(self):
"""Test: Inicialización del simulador"""
self.assertIsInstance(self.simulator, QuantumSimulator)
self.assertIsNotNone(self.simulator.molecule_data)
def test_available_molecules(self):
"""Test: Moléculas disponibles"""
molecules = self.simulator.list_available_molecules()
self.assertIn('LiH', molecules)
self.assertIn('Li_GLYCINE', molecules)
self.assertIn('H2O', molecules)
self.assertEqual(len(molecules), 3)
def test_molecule_info(self):
"""Test: Información de moléculas"""
# LiH
lih_info = self.simulator.get_molecule_info('LiH')
self.assertEqual(lih_info['atoms'], ['Li', 'H'])
self.assertEqual(lih_info['electrons'], 4)
# Li_GLYCINE
glycine_info = self.simulator.get_molecule_info('Li_GLYCINE')
self.assertEqual(glycine_info['atoms'], ['Li', 'C', 'N', 'O', 'H'])
self.assertEqual(glycine_info['electrons'], 32)
# H2O
h2o_info = self.simulator.get_molecule_info('H2O')
self.assertEqual(h2o_info['atoms'], ['H', 'O', 'H'])
self.assertEqual(h2o_info['electrons'], 10)
def test_invalid_molecule(self):
"""Test: Molécula inválida"""
with self.assertRaises(ValueError):
self.simulator.get_molecule_info('INVALID')
def test_simulate_molecule(self):
"""Test: Simulación de molécula"""
result = self.simulator.simulate_molecule('LiH')
# Verificar estructura del resultado
self.assertIn('energy', result)
self.assertIn('interaction_strength', result)
self.assertIn('computation_time', result)
self.assertIn('molecule', result)
self.assertIn('status', result)
# Verificar tipos de datos
self.assertIsInstance(result['energy'], float)
self.assertIsInstance(result['interaction_strength'], str)
self.assertIsInstance(result['computation_time'], float)
self.assertEqual(result['molecule'], 'LiH')
self.assertEqual(result['status'], 'success')
def test_simulate_with_parameters(self):
"""Test: Simulación con parámetros"""
parameters = {
'basis_set': 'sto3g',
'optimizer': 'COBYLA'
}
result = self.simulator.simulate_molecule('LiH', parameters)
self.assertIn('parameters_used', result)
self.assertEqual(result['parameters_used'], parameters)
def test_progress_callback(self):
"""Test: Callback de progreso"""
progress_values = []
def progress_callback(progress):
progress_values.append(progress)
result = self.simulator.simulate_molecule('LiH', progress_callback=progress_callback)
# Verificar que se llamó el callback
self.assertGreater(len(progress_values), 0)
self.assertEqual(progress_values[-1], 100) # Último valor debe ser 100%
def test_classify_interaction(self):
"""Test: Clasificación de interacciones"""
# Muy fuerte
self.assertEqual(self.simulator._classify_interaction(-2.5), "muy_fuerte")
# Fuerte
self.assertEqual(self.simulator._classify_interaction(-1.8), "fuerte")
# Moderada
self.assertEqual(self.simulator._classify_interaction(-1.2), "moderada")
# Débil
self.assertEqual(self.simulator._classify_interaction(-0.8), "debil")
# Muy débil
self.assertEqual(self.simulator._classify_interaction(-0.2), "muy_debil")
def test_calculate_energy(self):
"""Test: Cálculo de energía"""
energy = self.simulator._calculate_energy('LiH', {})
self.assertIsInstance(energy, float)
self.assertLess(energy, 0) # Energía debe ser negativa
def test_calculate_orbitals(self):
"""Test: Cálculo de orbitales"""
orbitals = self.simulator._calculate_orbitals('LiH')
self.assertIsInstance(orbitals, list)
self.assertEqual(len(orbitals), 2) # LiH tiene 2 orbitales
for orbital in orbitals:
self.assertIn('index', orbital)
self.assertIn('energy', orbital)
self.assertIn('occupation', orbital)
self.assertIn('symmetry', orbital)
def test_calculate_electron_density(self):
"""Test: Cálculo de densidad electrónica"""
density = self.simulator._calculate_electron_density('LiH')
self.assertIsInstance(density, list)
self.assertEqual(len(density), 50) # 50 puntos
for point in density:
self.assertIsInstance(point, float)
self.assertGreaterEqual(point, 0) # Densidad no negativa
class TestSimulationFunctions(unittest.TestCase):
"""Tests para funciones de simulación"""
def test_simulate_molecule_function(self):
"""Test: Función simulate_molecule"""
result = simulate_molecule('LiH')
self.assertIn('energy', result)
self.assertIn('interaction_strength', result)
self.assertEqual(result['molecule'], 'LiH')
def test_analyze_interaction(self):
"""Test: Análisis de interacción"""
result = analyze_interaction('LiH', 'H2O')
self.assertIn('molecule1', result)
self.assertIn('molecule2', result)
self.assertIn('interaction_energy', result)
self.assertIn('interaction_type', result)
self.assertIn('stability', result)
self.assertEqual(result['molecule1'], 'LiH')
self.assertEqual(result['molecule2'], 'H2O')
self.assertIsInstance(result['interaction_energy'], float)
class TestAPIIntegration(unittest.TestCase):
"""Tests de integración con la API"""
def setUp(self):
"""Configuración para tests de API"""
self.app = None
self.client = None
def test_app_import(self):
"""Test: Importación de la aplicación Flask"""
try:
from app import app
self.assertIsNotNone(app)
self.app = app
except ImportError as e:
self.fail(f"No se pudo importar la aplicación Flask: {e}")
def test_app_configuration(self):
"""Test: Configuración de la aplicación"""
if self.app:
self.assertIsNotNone(self.app.config.get('SECRET_KEY'))
def test_quantum_simulator_import(self):
"""Test: Importación del simulador cuántico"""
try:
from quantum_simulator import quantum_simulator
self.assertIsNotNone(quantum_simulator)
except ImportError as e:
self.fail(f"No se pudo importar el simulador cuántico: {e}")
class TestPerformance(unittest.TestCase):
"""Tests de rendimiento"""
def test_simulation_speed(self):
"""Test: Velocidad de simulación"""
start_time = time.time()
result = simulate_molecule('LiH')
end_time = time.time()
simulation_time = end_time - start_time
# La simulación debe completarse en menos de 5 segundos
self.assertLess(simulation_time, 5.0)
# Verificar que el tiempo reportado es razonable
self.assertLess(result['computation_time'], 5.0)
def test_multiple_simulations(self):
"""Test: Múltiples simulaciones"""
molecules = ['LiH', 'H2O', 'Li_GLYCINE']
results = []
start_time = time.time()
for molecule in molecules:
result = simulate_molecule(molecule)
results.append(result)
end_time = time.time()
total_time = end_time - start_time
# Verificar que todas las simulaciones se completaron
self.assertEqual(len(results), 3)
# Verificar que el tiempo total es razonable
self.assertLess(total_time, 15.0)
# Verificar que cada resultado es válido
for result in results:
self.assertIn('energy', result)
self.assertIn('status', result)
self.assertEqual(result['status'], 'success')
class TestErrorHandling(unittest.TestCase):
"""Tests de manejo de errores"""
def test_invalid_molecule_simulation(self):
"""Test: Simulación con molécula inválida"""
with self.assertRaises(ValueError):
simulate_molecule('INVALID_MOLECULE')
def test_simulation_with_none_parameters(self):
"""Test: Simulación con parámetros None"""
result = simulate_molecule('LiH', None)
self.assertIn('energy', result)
self.assertEqual(result['status'], 'success')
def test_analyze_interaction_invalid_molecules(self):
"""Test: Análisis con moléculas inválidas"""
# Esto debería funcionar ya que analyze_interaction no valida las moléculas
result = analyze_interaction('INVALID1', 'INVALID2')
self.assertIn('molecule1', result)
self.assertIn('molecule2', result)
def run_tests():
"""Ejecuta todos los tests"""
print("Ejecutando tests del Simulador Cuantico...")
print("=" * 50)
# Crear suite de tests
loader = unittest.TestLoader()
suite = unittest.TestSuite()
# Agregar tests
suite.addTests(loader.loadTestsFromTestCase(TestQuantumSimulator))
suite.addTests(loader.loadTestsFromTestCase(TestSimulationFunctions))
suite.addTests(loader.loadTestsFromTestCase(TestAPIIntegration))
suite.addTests(loader.loadTestsFromTestCase(TestPerformance))
suite.addTests(loader.loadTestsFromTestCase(TestErrorHandling))
# Ejecutar tests
runner = unittest.TextTestRunner(verbosity=2)
result = runner.run(suite)
# Mostrar resumen
print("\n" + "=" * 50)
print(f"Tests ejecutados: {result.testsRun}")
print(f"Fallos: {len(result.failures)}")
print(f"Errores: {len(result.errors)}")
if result.failures:
print("\nFallos:")
for test, traceback in result.failures:
print(f" - {test}: {traceback}")
if result.errors:
print("\nErrores:")
for test, traceback in result.errors:
print(f" - {test}: {traceback}")
if result.wasSuccessful():
print("\nTodos los tests pasaron correctamente!")
return True
else:
print("\nAlgunos tests fallaron")
return False
if __name__ == "__main__":
success = run_tests()
sys.exit(0 if success else 1)