# -*- coding: utf-8 -*-
#
# Copyright 2015-2019 European Commission (JRC);
# Licensed under the EUPL (the 'Licence');
# You may not use this work except in compliance with the Licence.
# You may obtain a copy of the Licence at: http://ec.europa.eu/idabc/eupl
"""
Functions to define a sub-model from a dsp.
"""
[docs]def define_sub_model(dsp, inputs, outputs, models):
"""
Defines a sub-model from a dsp.
:param dsp:
Original model.
:type dsp: schedula.Dispatcher
:param inputs:
Data inputs.
:type inputs: list | tuple
:param outputs:
Data outputs.
:type outputs: list | tuple
:param models:
Data models.
:type models: list | tuple
:return:
A sub-model.
:rtype: schedula.Dispatcher
"""
assert not set(models).difference(dsp.nodes), models
sub = dsp.shrink_dsp(set(inputs or []).union(models), outputs)
assert set(sub.nodes).issuperset(set(inputs).union(outputs)), models
return sub
def _accuracy_score(*args, **kwargs):
from sklearn.metrics import accuracy_score as func
return func(*args, **kwargs)
