from bmtk.builder.networks import NetworkBuilder


cortex = NetworkBuilder('mcortex')
cortex.add_nodes(cell_name='Scnn1a_473845048',
                 potental='exc',
                 model_type='biophysical',
                 model_template='ctdb:Biophys1.hoc',
                 model_processing='aibs_perisomatic',
                 dynamics_params='472363762_fit.json',
                 morphology='Scnn1a_473845048_m.swc')

cortex.build()
cortex.save_nodes(output_dir='network')


thalamus = NetworkBuilder('mthalamus')
thalamus.add_nodes(N=10,
                   pop_name='tON',
                   potential='exc',
                   level_of_detail='filter')

thalamus.add_edges(source={'pop_name': 'tON'}, target=cortex.nodes(),
                   connection_rule=5,
                   syn_weight=0.001,
                   delay=2.0,
                   weight_function='wmax',
                   target_sections=['basal', 'apical'],
                   distance_range=[0.0, 150.0],
                   dynamics_params='AMPA_ExcToExc.json',
                   model_template='exp2syn')

thalamus.build()
thalamus.save_nodes(output_dir='network')
thalamus.save_edges(output_dir='network')