Прежде всего, у меня был старый, который отлично работал, я называю это для Distribution_v1.py. Этот файл генерирует случайные распределения с использованием вероятностей.
В чем была проблема с этим файлом? Проблема заключалась в том, что это был плохой код, и он генерировал дистрибутивы только один раз! поэтому, когда я запускаю симуляции в main.py, симуляция
использует одни и те же дистрибутивы каждый день вместо того, чтобы вычислять новые для каждого дня.
Итак, что я пытался сделать, я попытался перезагрузить модуль (вызывая файл), но это не работает из-за этого метода:
def distribute_faster(cars, totals):
counts = {total: 0 for total in range(totals)}
while cars > 0:
adjust = cars > 5000 # totally arbitrary
change = 1
if adjust:
change = 5
choice = randint(0, totals - 1)
counts[choice] += change
cars -= change
return counts
Так что после того, как это не сработало, я попытался переформатировать код, который я назвал по имени Distribution_v2.py. Я добавил функции и т.д., но из-за изменений я получаю ошибку в файле main.py
являются: для горячей точки в hotspot_districts:
Ошибка типа: объект 'int' не повторяется
PS: вот старый код (Distribution_v1.py):
from random import randint
total_amount_of_cars_that_are_driving_to_work_districts = 26904
total_amount_of_cars_that_are_driving_to_main_districts = 21528
total_amount_of_cars_that_are_driving_to_hotspot_districts = 5376
"----Work districts setup----"
distributed_cars_to_work = []
cars_per_hour_to_work_districts = []
total_work_districts = []
all_working_districts_used = []
for amount_of_working_districts in range(0,7):
all_working_districts_used.append(amount_of_working_districts)
for work_districts in all_working_districts_used:
total_work_districts.append(work_districts)
"----Main districts setup----"
distributed_cars_to_main = []
cars_per_hour_to_main_districts = []
total_main_districts = []
all_the_main_districts = []
for amount_of_main_districts in range (0,45):
all_the_main_districts.append(amount_of_main_districts)
for main_districts in all_the_main_districts:
total_main_districts.append(main_districts)
"----Hotspot district setup----"
distributed_cars_to_hotspot = []
cars_per_hour_to_hotspot_districts = []
total_hotspot_districts = []
all_the_hotspot_districts = []
for amount_of_hotspot_districts in range(0,4):
all_the_hotspot_districts.append(amount_of_hotspot_districts)
for hotspot_districts in all_the_hotspot_districts:
total_hotspot_districts.append(hotspot_districts)
class CarsDistribution:
all_probabilities = {
"work":
#Hour:0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24
(0.0, 0.0, 0.0, 0.0, 0.01, 0.05, 0.11, 0.19, 0.23, 0.2, 0.14, 0.05, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0),
"main":
#Hour:0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24
(0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.01, 0.01, 0.02, 0.02, 0.03, 0.04, 0.05, 0.06, 0.07, 0.08, 0.08, 0.08, 0.08, 0.07, 0.06, 0.06, 0.05, 0.04),
"hotspot":
#Hour:0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24
(0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.01, 0.02, 0.03, 0.04, 0.08, 0.1, 0.12, 0.13, 0.13, 0.11, 0.07, 0.05, 0.04, 0.03, 0.02, 0.01)
}
def __init__(self, type, cars):
total_length = len(cars)
self.cars_per_hour = {}
for hour, p in enumerate(self.all_probabilities[type]):
try:
self.cars_per_hour[hour] = [cars.pop() for i in range(int(p * total_length))]
except IndexError:
print('cars already exhausted at hour {}'.format(hour))
if cars:
print('{} left after distributing is finished'.format(len(cars)))
def distribute_faster(cars, totals):
counts = {total: 0 for total in range(totals)}
while cars > 0:
adjust = cars > 5000 # totally arbitrary
change = 1
if adjust:
change = 5
choice = randint(0, totals - 1)
counts[choice] += change
cars -= change
return counts
random_distribution_to_work = distribute_faster(total_amount_of_cars_that_are_driving_to_work_districts, 8)
print("Amount of cars distributed to work stations: {}".format(random_distribution_to_work))
print(".............................................................................................................")
for key, value in random_distribution_to_work.items():
distributed_cars_to_work.append(value)
(work_districts) = (CarsDistribution('work', [distributed_cars_to_work for x in range(num_cars)]) for num_cars in distributed_cars_to_work)
for randomWork in work_districts:
cars_per_hour_to_work_districts.append([len(c) for c in randomWork.cars_per_hour.values()])
for if_i_want_to_see_cars_per_hour_in_24_hours_to_work in cars_per_hour_to_work_districts:
print(if_i_want_to_see_cars_per_hour_in_24_hours_to_work)
print("Total amount of car that got distributed to this work station: {}".format(
sum(if_i_want_to_see_cars_per_hour_in_24_hours_to_work)))
print("--------------------------------------------------------------------------------------------------")
print("===============================WORK DISTRIBUTION FINISHED=========================================")
random_distribution_to_main = distribute_faster(total_amount_of_cars_that_are_driving_to_main_districts, 46) #46!!
print("Amount of cars distributed to main stations: {}".format(random_distribution_to_main))
print(".............................................................................................................")
for key, value in random_distribution_to_main.items():
distributed_cars_to_main.append(value)
(main_districts) = (CarsDistribution('main', [distributed_cars_to_main for x in range(num_cars)]) for num_cars in
distributed_cars_to_main)
for randomMain in main_districts:
cars_per_hour_to_main_districts.append([len(c) for c in randomMain.cars_per_hour.values()])
for if_i_want_to_see_cars_per_hour_in_24_hours_to_main in cars_per_hour_to_main_districts:
print(if_i_want_to_see_cars_per_hour_in_24_hours_to_main)
print("Total amount of car that got distributed to this main station: {}".format(
sum(if_i_want_to_see_cars_per_hour_in_24_hours_to_main)))
print("--------------------------------------------------------------------------------------------------")
print("===============================MAIN DISTRIBUTION FINISHED=========================================")
random_distribution_to_hotspot = distribute_faster(total_amount_of_cars_that_are_driving_to_hotspot_districts, 5)
print("Amount of cars distributed to hotspot stations: {}".format(random_distribution_to_hotspot))
print(".............................................................................................................")
for key, value in random_distribution_to_hotspot.items():
distributed_cars_to_hotspot.append(value)
(hotspot_districts) = (CarsDistribution('hotspot', [distributed_cars_to_hotspot for x in range(num_cars)]) for num_cars in
distributed_cars_to_hotspot)
for randomHotspot in hotspot_districts:
cars_per_hour_to_hotspot_districts.append([len(c) for c in randomHotspot.cars_per_hour.values()])
for if_i_want_to_see_cars_per_hour_in_24_hours_to_hotspot in cars_per_hour_to_hotspot_districts:
print(if_i_want_to_see_cars_per_hour_in_24_hours_to_hotspot)
print("Total amount of car that got distributed to this hotspot station: {}".format(
sum(if_i_want_to_see_cars_per_hour_in_24_hours_to_hotspot)))
print("--------------------------------------------------------------------------------------------------")
print("============================HOTSPOT DISTRIBUTION FINISHED=========================================")
и вот переформатированный код с функциями (distribtions_v2.py):
from random import randint
total_amount_of_cars_that_are_driving_to_work_districts = 26904
total_amount_of_cars_that_are_driving_to_main_districts = 21528
total_amount_of_cars_that_are_driving_to_hotspot_districts = 5376
"----Work districts setup----"
distributed_cars_to_work = []
cars_per_hour_to_work_districts = []
total_work_districts = []
all_working_districts_used = []
for amount_of_working_districts in range(0,7):
all_working_districts_used.append(amount_of_working_districts)
for work_districts in all_working_districts_used:
total_work_districts.append(work_districts)
"----Main districts setup----"
distributed_cars_to_main = []
cars_per_hour_to_main_districts = []
total_main_districts = []
all_the_main_districts = []
for amount_of_main_districts in range (0,45):
all_the_main_districts.append(amount_of_main_districts)
for main_districts in all_the_main_districts:
total_main_districts.append(main_districts)
"----Hotspot district setup----"
distributed_cars_to_hotspot = []
cars_per_hour_to_hotspot_districts = []
total_hotspot_districts = []
all_the_hotspot_districts = []
for amount_of_hotspot_districts in range(0,4):
all_the_hotspot_districts.append(amount_of_hotspot_districts)
for hotspot_districts in all_the_hotspot_districts:
total_hotspot_districts.append(hotspot_districts)
def distribute_faster(cars, totals):
counts = {total: 0 for total in range(totals)}
while cars > 0:
adjust = cars > 5000 # totally arbitrary
change = 1
if adjust:
change = 5
choice = randint(0, totals - 1)
counts[choice] += change
cars -= change
return counts
class CarsDistribution:
all_probabilities = {
"work":
#Hour:0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24
(0.0, 0.0, 0.0, 0.0, 0.01, 0.05, 0.11, 0.19, 0.23, 0.2, 0.14, 0.05, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0),
"main":
#Hour:0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24
(0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.01, 0.01, 0.02, 0.02, 0.03, 0.04, 0.05, 0.06, 0.07, 0.08, 0.08, 0.08, 0.08, 0.07, 0.06, 0.06, 0.05, 0.04),
"hotspot":
#Hour:0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24
(0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.01, 0.02, 0.03, 0.04, 0.08, 0.1, 0.12, 0.13, 0.13, 0.11, 0.07, 0.05, 0.04, 0.03, 0.02, 0.01)
}
def __init__(self, type, cars):
total_length = len(cars)
self.cars_per_hour = {}
for hour, p in enumerate(self.all_probabilities[type]):
try:
self.cars_per_hour[hour] = [cars.pop() for i in range(int(p * total_length))]
except IndexError:
print('cars already exhausted at hour {}'.format(hour))
if cars:
print('{} left after distributing is finished'.format(len(cars)))
def generate_work_districts_distribution():
random_distribution_to_work = distribute_faster(total_amount_of_cars_that_are_driving_to_work_districts, 8)
print("Amount of cars distributed to work stations: {}".format(random_distribution_to_work))
print(
".............................................................................................................")
for key, value in random_distribution_to_work.items():
distributed_cars_to_work.append(value)
(work_districts) = (CarsDistribution('work', [distributed_cars_to_work for x in range(num_cars)]) for num_cars in
distributed_cars_to_work)
for randomWork in work_districts:
cars_per_hour_to_work_districts.append([len(c) for c in randomWork.cars_per_hour.values()])
for if_i_want_to_see_cars_per_hour_in_24_hours_to_work in cars_per_hour_to_work_districts:
print(if_i_want_to_see_cars_per_hour_in_24_hours_to_work)
print("Total amount of car that got distributed to this work station: {}".format(
sum(if_i_want_to_see_cars_per_hour_in_24_hours_to_work)))
print("--------------------------------------------------------------------------------------------------")
print("===============================WORK DISTRIBUTION FINISHED=========================================")
def generate_distributions_to_main():
random_distribution_to_main = distribute_faster(total_amount_of_cars_that_are_driving_to_main_districts, 46) # 46!!
print("Amount of cars distributed to main stations: {}".format(random_distribution_to_main))
print(
".............................................................................................................")
for key, value in random_distribution_to_main.items():
distributed_cars_to_main.append(value)
(main_districts) = (CarsDistribution('main', [distributed_cars_to_main for x in range(num_cars)]) for num_cars in
distributed_cars_to_main)
for randomMain in main_districts:
cars_per_hour_to_main_districts.append([len(c) for c in randomMain.cars_per_hour.values()])
for if_i_want_to_see_cars_per_hour_in_24_hours_to_main in cars_per_hour_to_main_districts:
print(if_i_want_to_see_cars_per_hour_in_24_hours_to_main)
print("Total amount of car that got distributed to this main station: {}".format(
sum(if_i_want_to_see_cars_per_hour_in_24_hours_to_main)))
print("--------------------------------------------------------------------------------------------------")
print("===============================MAIN DISTRIBUTION FINISHED=========================================")
def generate_hotspot_distributions():
random_distribution_to_hotspot = distribute_faster(total_amount_of_cars_that_are_driving_to_hotspot_districts, 5)
print("Amount of cars distributed to hotspot stations: {}".format(random_distribution_to_hotspot))
print(
".............................................................................................................")
for key, value in random_distribution_to_hotspot.items():
distributed_cars_to_hotspot.append(value)
(hotspot_districts) = (CarsDistribution('hotspot', [distributed_cars_to_hotspot for x in range(num_cars)]) for
num_cars in
distributed_cars_to_hotspot)
for randomHotspot in hotspot_districts:
cars_per_hour_to_hotspot_districts.append([len(c) for c in randomHotspot.cars_per_hour.values()])
for if_i_want_to_see_cars_per_hour_in_24_hours_to_hotspot in cars_per_hour_to_hotspot_districts:
print(if_i_want_to_see_cars_per_hour_in_24_hours_to_hotspot)
print("Total amount of car that got distributed to this hotspot station: {}".format(
sum(if_i_want_to_see_cars_per_hour_in_24_hours_to_hotspot)))
print("--------------------------------------------------------------------------------------------------")
print("============================HOTSPOT DISTRIBUTION FINISHED=========================================")
"---Reset the lists after used ---"
distributed_cars_to_work = []
cars_per_hour_to_work_districts = []
total_work_districts = []
all_working_districts_used = []
distributed_cars_to_main = []
cars_per_hour_to_main_districts = []
total_main_districts = []
all_the_main_districts = []
distributed_cars_to_hotspot = []
cars_per_hour_to_hotspot_districts = []
total_hotspot_districts = []
all_the_hotspot_districts = []
Может кто-нибудь помочь мне, пожалуйста? новый код выглядит великолепно, но теперь в файле main.py я получаю Typerror "объект int не повторяется"
Если я не вижу никакого решения, я, возможно, просто перенесу все в main.py, но, поскольку я хочу иметь хорошую структуру, я хочу сохранить файл Distribution.py.
Спасибо.