def get_album_photos_url():
print("Running the function: ", get_album_photos_url.__name__)
url_list = []
offset = 0
while True:
photos = vk_sessionUser.method(
'photos.getAll', {
'owner_id': -id_group,
'offset': offset,
'count': 200,
'photo_sizes': 0,
'no_service_albums': 0
})
# Выбор разрешений изображений
for image in photos['items']:
code = False
for type_index in range(len(config.get('photo_sizes'))):
for size_ind in range(len(image['sizes'])):
if image['sizes'][size_ind]['type'] == config.get(
'photo_sizes')[type_index]:
url_list.append(image['sizes'][size_ind]['url'])
code = True
break
if code:
break
if len(photos['items']) != 200:
break
else:
offset += 200
print(get_album_photos_url.__name__, " function is completed", end='\n\n')
return url_list
def send_example(user_id, state):
print("Running the function: ", send_example.__name__)
attachments = []
keyboard = Create_board(state)
vk_sessionGroup.method(
'messages.send', {
'user_id':
user_id,
'message':
config.get('chat').get('errors').get('photo').get('one_person'),
'random_id':
0,
'keyboard':
keyboard
})
message = upload.photo_messages(
f'{config.get("media_folder").get("name")}\\' +
f'{config.get("media_folder").get("folders").get("photo_example")}\\' +
'example.jpg')[0]
attachments.append('photo{}_{}'.format(message['owner_id'], message['id']))
vk_sessionGroup.method(
'messages.send', {
'user_id': user_id,
'message': 'Образец:',
'random_id': 0,
'attachment': ','.join(attachments)
})
print(send_example.__name__, " function is completed", end='\n\n')
return
def help_list(user, event):
command = "/help_list"
interface.print_menu(user, command)
interface.print_text(user, config.get('chat').get(command).get('help'))
mdb.set_user_state(user, command)
return
def delete_user_data(user, event):
user_id = user['user_id']
mdb.delete_user(user_id)
text = config.get('chat').get('success').get('photo').get(
'delete_user_data')
vk_sessionGroup.method('messages.send', {
'user_id': user_id,
'message': text,
'random_id': 0
})
def get_user_photo(event):
print("Running the function: ", get_user_photo.__name__)
attach_type = event.object['message']['attachments'][0]["type"]
if len(event.object['message']
['attachments']) != 1 and attach_type != 'photo':
raise PhotoCountError(
config.get('chat').get('errors').get('photo').get('one_person'))
# Выбор разрешения изображения
url = None
code = False
photo_sizes_config = config.get('photo_sizes')
photo_sizes = event.object['message']['attachments'][0]['photo']['sizes']
for type_index in range(len(photo_sizes_config)):
for size_ind in range(len(photo_sizes)):
if photo_sizes[size_ind]['type'] == photo_sizes_config[type_index]:
url = photo_sizes[size_ind]['url']
code = True
break
if code:
break
if not code:
raise InvalidPhotoError(
config.get('chat').get('errors').get('photo').get('size'))
# Сохранение в хранилище
path = f'{config.get("media_folder").get("name")}\\{id_group}\\' \
f'{config.get("media_folder").get("folders").get("public").get("users")}\\'
img_name = download_photo(url, path)
# Получение данных изображения
face_data = get_faces(path + img_name)
if len(face_data) != 1:
raise InvalidPhotoError(
config.get('chat').get('errors').get('photo').get('one_person'))
print(get_user_photo.__name__, " function is completed", end='\n\n')
return face_data
def create_images_archive(person_photos):
print("Running the function: ", create_images_archive.__name__)
if len(person_photos) == 0:
raise NotFoundError(
config.get('chat').get('errors').get('photo').get('not_found'))
path = f"{config.get('media_folder').get('name')}\\{id_group}\\" \
f"{config.get('media_folder').get('folders').get('public').get('archives')}\\"
name = uuid.uuid4()
archive_name = f"{name}.zip"
with ZipFile(path + archive_name, "w") as newzip:
for photo in person_photos:
im_path = photo["localhost"]["path"]
im_name = photo["localhost"]["name"]
newzip.write(im_path + im_name)
print(create_images_archive.__name__, " function is completed", end='\n\n')
return path, archive_name
def get_photos(user, event):
command = '/get_photos'
user_id = event.object['message']['from_id']
state = user['chat']['state']
if state == command:
if len(event.object['message']['attachments']) == 0:
raise UnexpectedRequestError
face_data = vkbot_photo.get_user_photo(event)
person_photos = vkbot_photo.search_person(user_id, face_data)
vkbot_photo.send_archive_to_user(person_photos, user_id)
parent = config.get('chat').get(command).get('parent')
allfuncs[parent](user, event)
return
else:
vkbot_photo.send_example(user_id, command)
mdb.set_user_state(user, command)
return
def search_person(user_id, face_data):
print("Running the function: ", search_person.__name__)
if len(face_data) != 1:
raise FaceDataError(
config.get('chat').get('errors').get('photo').get('face_data'))
# Определяем класс
'''
Проверка на обученную модель sklearn.exceptions.NotFittedError
'''
cluster = int(model_learning.predict([face_data[0]['emb']])[0])
# Выборка фотографий
person_photos = []
photos_id = set()
# flag = False
# if cluster == user_id:
# user_data = mdb.get_user_data(cluster)
# if user_data['embedding'] is not None and compare_faces([face_data[0]['emb']], user_data['embedding']):
# photos_id = mdb.get_user_photos(user_id)
# else:
# flag = True
# if (cluster != user_id or flag) and cluster != -1:
# Значение кластера соответствует id другого пользователя, иначе
# натуральное значение кластера
'''
Если идентификация сменилась, но обучение уже прошло, то
как быть с классами id, они теперь ничьи
Последствия изменения данных пользователя и времени переобучения
'''
if cluster != -1:
# user_data = mdb.get_user_data(cluster)
# if user_data:
# if user_data['embedding'] is not None and compare_faces([face_data[0]['emb']], user_data['embedding']):
# photos_id = mdb.get_user_photos(cluster)
#
# else:
emb_id_list = []
member = mdb.get_embedding({"cluster": cluster})
# Сравниваем с одним лицом данного кластера
if compare_faces([face_data[0]['emb']], member['embedding'])[0]:
# user_data = mdb.get_user_data(user_id)
# if user_data['embedding'] is not None and compare_faces([face_data[0]['emb']], user_data['embedding'])[0]:
# emb_list = mdb.get_embeddings_by_filter({"cluster": cluster})
# for emb in emb_list:
# emb_id_list.append(emb['_id'])
# photos_id.add(emb['photo_id'])
#
# photos_id = list(photos_id)
#
# mdb.update_user_photos(user_id, photos_id)
# mdb.update_embeddings_user_id(emb_id_list, user_id)
# else:
emb_list = mdb.get_embeddings_by_filter({"cluster": cluster})
for emb in emb_list:
photos_id.add(emb['photo_id'])
photos_id = list(photos_id)
for photo_id in photos_id:
image = mdb.get_photo({"_id": photo_id})
person_photos.append(image)
if len(person_photos) == 0:
raise NotFoundError(
config.get('chat').get('errors').get('photo').get('not_found'))
print(search_person.__name__, " function is completed", end='\n\n')
return person_photos
def Create_board(state=None):
# keyboard = VkKeyboard(one_time=True, inline=True)
chat = 'chat'
keyboard = VkKeyboard(one_time=False)
if state is None:
return keyboard.get_empty_keyboard()
if state == '/start':
keyboard.add_button(config.get(chat).get(state).get('ability'),
color=VkKeyboardColor.PRIMARY,
payload="{\"button:\": \"/ability\"}")
keyboard.add_line()
keyboard.add_button(config.get(chat).get(state).get('ask_admin'),
color=VkKeyboardColor.PRIMARY,
payload="{\"button:\": \"/ask_admin\"}")
keyboard.add_line()
keyboard.add_button(config.get(chat).get(state).get('help_list'),
color=VkKeyboardColor.PRIMARY,
payload="{\"button:\": \"/help_list\"}")
keyboard = keyboard.get_keyboard()
return keyboard
elif state == '/ability':
keyboard = VkKeyboard(one_time=True)
keyboard.add_button(config.get(chat).get(state).get('search_photos'),
color=VkKeyboardColor.POSITIVE,
payload="{\"button:\": \"/search_photos\"}")
keyboard.add_line()
keyboard.add_button(config.get(chat).get(state).get('come_back'),
color=VkKeyboardColor.NEGATIVE,
payload="{\"button:\": \"/come_back\"}")
keyboard = keyboard.get_keyboard()
return keyboard
elif state == '/ask_admin':
keyboard.add_button(config.get(chat).get(state).get('come_back'),
color=VkKeyboardColor.NEGATIVE,
payload="{\"button:\": \"/come_back\"}")
keyboard = keyboard.get_keyboard()
return keyboard
elif state == "/help_list":
keyboard.add_button(
config.get(chat).get(state).get('delete_user_data'),
color=VkKeyboardColor.NEGATIVE,
payload="{\"button:\": \"/delete_user_data\"}")
keyboard.add_line()
keyboard.add_button(config.get(chat).get(state).get('come_back'),
color=VkKeyboardColor.NEGATIVE,
payload="{\"button:\": \"/come_back\"}")
keyboard = keyboard.get_keyboard()
return keyboard
elif state == '/search_photos':
# keyboard.add_button(config.get(chat).get(state).get('identify'), color=VkKeyboardColor.POSITIVE,
# payload="{\"button:\": \"/identify\"}")
# keyboard.add_line()
keyboard.add_button(config.get(chat).get(state).get('get_photos'),
color=VkKeyboardColor.PRIMARY,
payload="{\"button:\": \"/get_photos\"}")
keyboard.add_line()
keyboard.add_button(
config.get(chat).get(state).get('help_search_photos'),
color=VkKeyboardColor.PRIMARY,
payload="{\"button:\": \"/help_search_photos\"}")
keyboard.add_line()
keyboard.add_button(config.get(chat).get(state).get('come_back'),
color=VkKeyboardColor.NEGATIVE,
payload="{\"button:\": \"/come_back\"}")
keyboard.add_button(config.get(chat).get(state).get('start'),
color=VkKeyboardColor.NEGATIVE,
payload="{\"button:\": \"/start\"}")
keyboard = keyboard.get_keyboard()
return keyboard
# elif state == "/ask_identify":
# keyboard = VkKeyboard(one_time=False, inline=True)
# keyboard.add_button(config.get(chat).get(state).get('yes'), color=VkKeyboardColor.PRIMARY,
# payload="{\"button:\": \"/identify\"}")
# keyboard.add_button(config.get(chat).get(state).get('no'), color=VkKeyboardColor.PRIMARY,
# payload="{\"button:\": \"/search_photos\"}")
# keyboard = keyboard.get_keyboard()
# return keyboard
#
# elif state == "/identify":
# keyboard = VkKeyboard(one_time=True)
# keyboard.add_button(config.get(chat).get(state).get('come_back'), color=VkKeyboardColor.NEGATIVE,
# payload="{\"button:\": \"/come_back\"}")
# keyboard.add_line()
# keyboard.add_button(config.get(chat).get(state).get('start'), color=VkKeyboardColor.NEGATIVE,
# payload="{\"button:\": \"/start\"}")
# keyboard = keyboard.get_keyboard()
# return keyboard
elif state == "/get_photos":
keyboard.add_button(config.get(chat).get(state).get('come_back'),
color=VkKeyboardColor.NEGATIVE,
payload="{\"button:\": \"/come_back\"}")
keyboard.add_line()
keyboard.add_button(config.get(chat).get(state).get('start'),
color=VkKeyboardColor.NEGATIVE,
payload="{\"button:\": \"/start\"}")
keyboard = keyboard.get_keyboard()
return keyboard
def message_processing(event):
chat = 'chat'
# Получение данных о пользователе
user = check_user(event)
state = user[chat]['state']
if state is None:
# Вывод главного меню
allfuncs['/start'](user, event)
else:
# Определение запрашиваемой команды
command = parse(event)
# Выполнение пункта меню
try:
'''
Решить, как избавиться
'''
# if state == "/ask_admin" and command is None:
# allfuncs[state](user, event)
#
# # Рассмотреть случай удаления вопроса
# elif state == "/ask_identify" and command is not None:
# allfuncs[state](user, event, command)
#
# elif state == "/identify" and command is None:
# allfuncs[state](user, event)
#
# elif state == "/get_all" and command is None:
# allfuncs[state](user, event)
#
# elif state == "/get_series" and command is None:
# allfuncs[state](user, event)
# elif state == "/get_series""/command is None:
# person_photos = allfuncs[command]
if command is None:
allfuncs[state](user, event)
else:
allfuncs[command](user, event)
except KeyError:
vk_sessionGroup.method(
'messages.send', {
'user_id':
user['user_id'],
'message':
random.choice(config.get(chat).get('failure_phrases')),
'random_id':
0
})
allfuncs[state](user, event)
except UnexpectedRequestError:
vk_sessionGroup.method(
'messages.send', {
'user_id':
user['user_id'],
'message':
random.choice(config.get(chat).get('failure_phrases')),
'random_id':
0
})
parent = config.get('chat').get(state).get('parent')
allfuncs[parent](user, event)
except (InvalidPhotoError, NotFoundError, PhotoCountError,
FaceDataError) as error:
vk_sessionGroup.method(
'messages.send', {
'user_id': user['user_id'],
'message': error.message,
'random_id': 0
})
parent = config.get('chat').get(state).get('parent')
allfuncs[parent](user, event)
def come_back(user, event):
state = user['chat']['state']
parent = config.get('chat').get(state).get('parent')
allfuncs[parent](user, event)
return
def help_search_photos(user, event):
command = 'help_search_photos'
interface.print_text(user, config.get('chat').get('/help_search_photos'))
return