code: def migrate(engine, database, module, **kwargs):
      '''
      Execute the migrations. Pass in kwargs
      '''
      validate_args(engine, database, module)
  
      options = {
          'direction': kwargs.get('direction', 'up'),
          'fake': kwargs.get('fake', False),
          'force': kwargs.get('force', False),
          'migration': kwargs.get('migration', None),
          'transaction': kwargs.get('transaction', True),
      }
  
      Migration._meta.database = database
      migrator = DATABASE_MAP[engine](database, module, **options)
      migrator.run(f migrate(engine, database, module, **kwargs):
      '''
      Execute the migrations. Pass in kwargs
      '''
      validate_args(engine, database, module)
  
      options = {
          'direction': kwargs.get('direction', 'up'),
          'fake': kwargs.get('fake', False),
          'force': kwargs.get('force', False),
          'migration': kwargs.get('migration', None),
          'transaction': kwargs.get('transaction', True),
      }
  
      Migration._meta.database = database
      migrator = DATABASE_MAP[engine](database, module, **options)
      migrator.run()
docs: Execute the migrations. Pass in kwargs