source: framspy/evolalg/repair/repair.py @ 1127

from abc import abstractmethod
from collections import Iterable

from evolalg.base.step import Step


class Repair(Step):
    def __init__(self, excepted_size):
        self.excepted_size = excepted_size

    @abstractmethod
    def generate_new(self, population, missing_count):
        pass

    def call(self, population):
        generated = []
        while len(generated) + len(population) < self.excepted_size:
            gen = self.generate_new(population, self.excepted_size-len(population)-len(generated))
            if isinstance(gen, Iterable):
                generated.extend(gen)
            else:
                generated.append(gen)
        population.extend(generated)
        return population[:self.excepted_size]