def _main():
data = datasets.open_subtitles(download=False)
processor = preprocessing.PreProcessing()
# s = list(data.values())[0]
token_vectors, dictionary = load_token_vectors(processor)
print('[train] creating network...')
input_dim = len(dictionary['words'])
input_length = MAX_LENGTH
output_length = MAX_LENGTH
output_dim = input_dim
n_hidden = 10
depth = 4
batch_size = 50
nb_epoch = 10
dialog = models.Dialog(input_dim=input_dim,
input_length=input_length,
hidden_dim=n_hidden,
output_length=output_length,
output_dim=output_dim,
depth=depth)
model = dialog.create_model()
print('[train] validating...')
for vectors in token_vectors:
print('epoch')
x_train, x_test, y_test, y_train = dialog.get_training_batch(vectors)
dialog.train(x_train,
y_train,
batch_size=batch_size,
nb_epoch=nb_epoch,
validation_data=(x_test, y_test),
save_model=True)
def get_or_create_Dialog(self, with_user_pk, user=None):
if not user:
user = self.user
print ("GET DIALOG")
print(with_user_pk, user.to_json())
d = models.Dialog.objects(owner=user.owner,
dialog_with_user_pk=with_user_pk)
print(d.to_json())
print("================")
if not d:
with_user = models.User.objects(owner=with_user_pk)[0]
d = models.Dialog(owner=user.owner,
dialog_with_user_pk=with_user_pk,
dialog_with_user={
'pk': with_user_pk,
'username': with_user.username,
},
last_msg_timestamp=helpers.timestamp())
d.save()
return d
else:
return d[0]
if os.getuid() == 0:
root = True
else:
root = False
# define script args
parser = argparse.ArgumentParser(
description='Universal Post Install by https://linuxhub.it')
parser.add_argument('-gtk', action='store_true', help='run in GTK mode')
args = parser.parse_args()
# start the script
if args.gtk == True:
if gui == True:
if root == True:
helper.load_script(type="gtk")
else:
dialog = models.Dialog(
"UPI - Error!",
"The flag (-gtk) needs the program to run as sudo! <a href=\"https://github.com/mirkobrombin/Universal-Post-Install/blob/master/README.md\" "
"title=\"see here\">see here</a> how to do it", True, 580, 200,
True, False)
dialog.run()
else:
helper.error(
"It is not possible to start in GUI mode on this system. The python-gi package is not installed."
)
else:
helper.load_script()
from telegram.ext import Updater, CommandHandler, CallbackQueryHandler
import constants as const
import models
if __name__ == '__main__':
updater = Updater(token=const.TOKEN_TELEGRAM_BOT)
dispatcher = updater.dispatcher
dialogs = models.Dialog()
# ------------------------------------------------------
dispatcher.add_handler(
CommandHandler(
'start', callback=lambda bot, update: dialogs.start(bot, update)))
dispatcher.add_handler(
CallbackQueryHandler(
pattern='ask_one',
callback=lambda bot, update: dialogs.ask_one(bot, update)))
dispatcher.add_handler(
CallbackQueryHandler(
pattern='ask_sec',
callback=lambda bot, update: dialogs.ask_sec(bot, update)))
dispatcher.add_handler(
CallbackQueryHandler(
pattern='ask_third',
callback=lambda bot, update: dialogs.ask_third(bot, update)))
dispatcher.add_handler(
CallbackQueryHandler(
pattern='thx_for',
callback=lambda bot, update: dialogs.thx_for(bot, update)))
dispatcher.add_handler(
CallbackQueryHandler(