def __init__(self, normalize: bool):
self.normalize = normalize
self.cwd = pathlib.Path.cwd()
self.models_dir = self.cwd / self.MODELS_DIR_NAME
self.results_dir = self.cwd / self.RESULTS_DIR_NAME
self.inputs_dir = self.cwd / self.INPUTS_DIR_NAME
self.data = Data(self.inputs_dir, self.results_dir)
self.normalisation = Normalization()
self.deep_learning = DeepLearning(self.models_dir,
self.data.bioconcepts)
self.data_by_kingdom = self.data.get_prediction_data()
class Predictor:
MODELS_DIR_NAME = 'models'
RESULTS_DIR_NAME = 'results'
INPUTS_DIR_NAME = 'input_files'
def __init__(self, normalize: bool):
self.normalize = normalize
self.cwd = pathlib.Path.cwd()
self.models_dir = self.cwd / self.MODELS_DIR_NAME
self.results_dir = self.cwd / self.RESULTS_DIR_NAME
self.inputs_dir = self.cwd / self.INPUTS_DIR_NAME
self.data = Data(self.inputs_dir, self.results_dir)
self.normalisation = Normalization()
self.deep_learning = DeepLearning(self.models_dir,
self.data.bioconcepts)
self.data_by_kingdom = self.data.get_prediction_data()
@staticmethod
def format_prediction(prediction):
if prediction['tag'] == 'ANMETHOD':
final_tag = 'AnMethod'
else:
lower_tag = prediction['tag'].lower()
final_tag = lower_tag[0].upper() + lower_tag[1:]
return {
'start': prediction['start'],
'end': prediction['end'],
'tag': final_tag
}
def run(self):
for kingdom in self.data.KINGDOMS:
kingdom_data = self.data_by_kingdom[kingdom]
for i, item in enumerate(kingdom_data['result']):
item_text = item['example']['content']
predictions = self.deep_learning.make_predictions(
kingdom, item_text)
print(f'item {i} of {kingdom}s predicted')
formatted_predictions = [
self.format_prediction(prediction)
for prediction in predictions
]
kingdom_data['result'][i]['results'][
'annotations'] = formatted_predictions
if self.normalize:
item_classifications = self.normalisation.get_item_classifications(
predictions, item_text, kingdom)
kingdom_data['result'][i]['results'][
'classifications'] = item_classifications
output_filename = self.data.output_filename_by_kingdom[kingdom]
file_path = self.results_dir / output_filename
self.data.save_json(file_path, kingdom_data)
print(f'final json file save to {file_path}')
data_name = args[1]
model_type = args[2]
else:
print('enter data name and model type')
print('python <this script> <data name> <model type>')
quit()
print("")
print("STARTED at {0}".format(datetime.now().strftime("%Y/%m/%d %H:%M:%S")))
print("==================================")
print("data : {0}".format(data_name))
print("model type : {0}".format(model_type))
print("==================================")
# load data
data = Data(data_name)
data_images = data.test_image[:100]
data_labels = data.test_label[:100]
# load trained model
model = ClassiferNN(layer_params[data_name], T=1.0)
trained_model_dir = 'trained_models'
trained_model_file = '{0}_{1}.hdf5'.format(data_name, model_type)
trained_model = os.path.join(trained_model_dir, trained_model_file)
serializers.load_hdf5(trained_model, model)
model.T = 1.0
# model to gpu
if uses_device >= 0:
model.to_gpu()
from modules.network import Network
from modules.data import Data
if __name__ == "__main__":
network = Network()
data = Data()
# network.load_data()
# network.disp()
network.load_data_json()
# network.disp()
data.load_data()
# data.process_data()
def Eve():
""" start """
while True:
rec = listen()
# File update
for i in os.listdir(data_path):
name_files.append(i.replace(".csv", ""))
# Music
if "reproduce" in rec or "pon" in rec:
if rec == "pon" or rec == "reproduce":
continue
else:
if "reproduce" in rec:
music = rec.replace("reproduce", "").strip()
else:
music = rec.replace("pon", "").strip()
say("reproduciendo " + music)
main_music(music)
# Pause
elif rec == pause[0] or rec == pause[1] or rec == pause[2]:
try:
mixer.music.pause()
except pygame.error:
say("no esta sonando nada")
# Resume
elif rec == resume[0] or rec == resume[1] or rec == resume[2]:
try:
mixer.music.unpause()
except pygame.error:
say("no has puesto música")
# Music close
elif rec == close[0] or rec == close[1] or rec == close[2]:
try:
mixer.music.stop()
mixer.quit()
except pygame.error:
say("no hay música que quitar")
# List creation
elif c_words[0] in rec or c_words[1] in rec or c_words[
2] in rec or c_words[3] in rec:
if "crea una lista llamada" in rec:
my_list = rec.replace("crea una lista llamada ", "")
elif "crea una lista con el nombre" in rec:
my_list = rec.replace("crea una lista con el nombre ", "")
elif "crea una lista nueva con el nombre" in rec:
my_list = rec.replace("crea una lista nueva con el nombre ",
"")
else:
my_list = rec.replace("crea una nueva lista llamada ", "")
main_data_create(my_list)
# Add data
elif a_words[0] in rec or a_words[1] in rec or a_words[
2] in rec or a_words[3] in rec or a_words[4] in rec:
if "agrega datos a la lista" in rec:
my_list = rec.replace("agrega datos a la lista ", "")
elif "añade datos a la lista" in rec:
my_list = rec.replace("añade datos a la lista ", "")
elif "dale datos a la lista" in rec:
my_list = rec.replace("dale datos a la lista ", "")
elif "ingresa datos a la lista" in rec:
my_list = rec.replace("ingresa datos a la lista ", "")
else:
my_list = rec.replace("mete datos a la lista ", "")
if not my_list in name_files:
say("esa lista no existe, intenta de nuevo")
else:
main_data_add(my_list)
# List delete
elif d_words[0] in rec or d_words[1] in rec or d_words[
2] in rec or d_words[3] in rec:
if "eliminame la lista llamada" in rec:
my_list = rec.replace("eliminame la lista llamada ", "")
elif "elimina la lista llamada" in rec:
my_list = rec.replace("elimina la lista llamada ", "")
elif "eliminame la lista" in rec:
my_list = rec.replace("eliminame la lista ", "")
else:
my_list = rec.replace("elimina la lista ", "")
if not my_list in name_files:
say("no tengo ninguna lista con ese nombre")
else:
main_data_delete(my_list)
# List
elif rec == l_words[0] or rec == l_words[1] or rec == l_words[2]:
number_files = len(files)
talk(
f"tienes un total de {number_files} archivos, cuyos nombres son:"
)
for i in name_files:
talk(i)
# Read a list
elif r_words[0] in rec or r_words[1] in rec or r_words[
2] in rec or r_words[3] in rec:
if "léeme la lista llamada" in rec:
my_list = rec.replace("léeme la lista llamada ", "")
elif "lée la lista llamada" in rec:
my_list = rec.replace("lée la lista llamada ", "")
elif "léeme la lista" in rec:
my_list = rec.replace("léeme la lista ", "")
else:
my_list = rec.replace("lée la lista ", "")
try:
Data.read(my_list)
while True:
say("quieres que lo lea de nuevo?")
choice = listen_light()
if choice == "si" or choice == "ok":
Data.read(my_list)
elif choice == "no" or choice == "cancela":
say("ok, saliendo")
break
else:
say("no te he entendido, intenta de nuevo")
except FileNotFoundError:
say("no existe esa lista, intenta de nuevo")
# Wikipedia searches
elif w_words[0] in rec or w_words[1] in rec or w_words[
2] in rec or w_words[3] in rec or w_words[4] in rec or w_words[
5] in rec:
if "quién es" in rec:
search = rec.replace("quién es ", "")
elif "qué es el" in rec:
search = rec.replace("qué es el ", "")
elif "qué es la" in rec:
search = rec.replace("qué es la ", "")
elif "háblame sobre" in rec:
search = rec.replace("háblame sobre ", "")
elif "háblame de" in rec:
search = rec.replace("háblame de ", "")
else:
search = rec.replace("qué es ", "")
say(f"cuanto quieres que te lea sobre {search}")
while True:
question = listen_light()
if not question:
continue
if question == "bastante" or question == "mucho" or question == "demasiado":
amount = 7
elif question == "no demasiado" or question == "mas o menos":
amount = 3
elif question == "un poco" or question == "poco" or question == "poquito":
amount = 2
elif question == "muy poco":
amount = 1
else:
say("no te he entendido, vuelve a intentarlo")
data = wikipedia.summary(search, sentences=amount)
try:
mixer.music.set_volume(0.0)
talk(data)
mixer.music.set_volume(0.5)
except pygame.error:
talk(data)
# Scraping
# Time
elif rec == "qué hora es" or rec == "qué dia es hoy":
if "qué hora es" in rec:
hour = f"son las {now.hour} con {now.minute} minutos"
else:
month = months[now.month - 1]
hour = f"hoy es {now.day} de {month}"
try:
mixer.music.set_volume(0.1)
say(hour)
mixer.music.set_volume(0.5)
except pygame.error:
say(hour)
# Help
elif rec == "qué puedes hacer":
try:
mixer.music.set_volume(0.1)
except pygame.error:
pass
talk("""vale:
puedo descargar la musica que me digas y luego reproducirla, ya una vez descargada puedes reproducirla instantaneamente en otro momento si prefieres.
puedo hacer las busquedas que quieras y usaré wikipedia para leerte sus conceptos, según me indiques puedo leerte mucho o poco.
puedo crear listas para guardar texto dentro y cuando quieras tambien puedo leertelas, agregarle mas contenido o eliminarlas si prefieres.
puedo hacer funciones básicas como dar la hora actual o en que dia estamos.
""")
try:
mixer.music.set_volume(0.5)
except pygame.error:
pass
# Close
elif rec == "ciérrate":
exit()
else:
try:
mixer.music.set_volume(0.1)
say("No te he entendido. intenta de nuevo")
mixer.music.set_volume(0.5)
except pygame.error:
say("No te he entendido. intenta de nuevo")
from modules.cliente import Cliente
from modules.data import Data
from modules.endereco import Endereco
from modules.cpf import Cpf
from modules.agencia import Agencia
from modules.conta import Conta, ContaCorrente, ContaFacil, Poupanca
################ TESTE ###################################################
# Criar endereco
endereco = Endereco('Rua Bangu', "121", "791121-210", 'casa')
#print(endereco)
# Criar Data
data_nascimento = Data('26/11/1983')
#print(data_nascimento)
# Verificar CPF
cpf = Cpf.validar_cpf('996.828.421.15')
# Criar cliente
nome1 = 'Heitor Batistela Zunta'.upper()
nome2 = 'Ana Lucia Souza'.upper()
cliente1 = Cliente(nome1, data_nascimento, cpf, endereco)
cliente2 = Cliente(nome2, data_nascimento, cpf, endereco, 'Especial')
agencia1 = Agencia(endereco, '0001')
## Teste Contas
conta_corrente = ContaCorrente(agencia1, cliente1)
conta = Conta(agencia1, cliente2)
conta_facil = ContaFacil(cliente1)
def run(self):
Data(self.series, self.lookback_steps,
self.train_total - self.lookback_steps).process_data()