def __init__(self, app):
super().__init__()
self.app = app
self.ui = Ui_MainWindow()
self.ui.setupUi(self)
self.connected = False
self.messageInformer = QMessageBox()
self.fileManager = PassnerFileManager()
self.database = PassnerDatabase(self.fileManager.getDir() + '/data.db')
self.temp = list()
self.currentAccountId = None
self.ui.connectBtn.clicked.connect(self.connect)
self.ui.addBtn.clicked.connect(self.addUsername)
self.ui.deleteBtn.clicked.connect(self.deleteAccount)
self.ui.editBtn.clicked.connect(self.checkChanges)
self.ui.tableWidget.setSelectionBehavior(QTableView.SelectRows)
self.ui.tableWidget.cellClicked.connect(self.selectAccount)
self.verifyDirectory()
self.verifyDatabase()
self.verifyKeyMaster()
class CorrectText(QtWidgets.QMainWindow):
def __init__(self):
super(CorrectText, self).__init__()
self.dialog = Ui_MainWindow()
self.dialog.setupUi(self)
self.init_UI()
def init_UI(self):
self.setWindowTitle('Исправление ошибок')
self.setWindowIcon(QIcon('Alice1.jpg'))
self.dialog.textEdit.setPlaceholderText('Текст с ошибками')
self.dialog.textEdit_2.setPlaceholderText('Исправленный текст')
self.dialog.pushButton.clicked.connect(self.generate_button_clicked)
self.dialog.textEdit_2.setReadOnly(True)
def generate_button_clicked(self):
#pass
self.dialog.textEdit_2.clear()
input_text = self.dialog.textEdit
if input_text.toPlainText() == "":
self.dialog.textEdit_2.insertPlainText(
"Пожалуйста, введите текст!")
else:
self.dialog.textEdit_2.insertPlainText(
generate_from_text(model_new,
input_text.toPlainText(),
num_beams=10))
def __init__(self):
super().__init__()
title = "Sali"
self.setWindowTitle(title)
self.ui = Ui_MainWindow()
self.ui.setupUi(self)
self.ui.pushButton.clicked.connect(self.openFileDialog)
self.show()
def __init__(self):
super(ApplicationWindow, self).__init__()
self.ui = Ui_MainWindow()
self.ui.setupUi(self)
self.ui.btnBrowse.clicked.connect(self.Browse_clicked2)
self.ui.btnStart.clicked.connect(self.btnStart_clicked)
self.ui.btnPause.clicked.connect(self.btnPause_clicked)
self.progressSignal.connect(self.progressBar)
self.ui.progressBar.setRange(0, 64)
self.progressBarValue = 0
self.ui.btnStart.setEnabled(True)
def __init__(self):
super(CorrectText, self).__init__()
self.dialog = Ui_MainWindow()
self.dialog.setupUi(self)
self.init_UI()
class PassnerApp(QDialog):
def __init__(self, app):
super().__init__()
self.app = app
self.ui = Ui_MainWindow()
self.ui.setupUi(self)
self.connected = False
self.messageInformer = QMessageBox()
self.fileManager = PassnerFileManager()
self.database = PassnerDatabase(self.fileManager.getDir() + '/data.db')
self.temp = list()
self.currentAccountId = None
self.ui.connectBtn.clicked.connect(self.connect)
self.ui.addBtn.clicked.connect(self.addUsername)
self.ui.deleteBtn.clicked.connect(self.deleteAccount)
self.ui.editBtn.clicked.connect(self.checkChanges)
self.ui.tableWidget.setSelectionBehavior(QTableView.SelectRows)
self.ui.tableWidget.cellClicked.connect(self.selectAccount)
self.verifyDirectory()
self.verifyDatabase()
self.verifyKeyMaster()
def showMessage(self, title, msg, ty, desc=None):
if desc != None: self.messageInformer.setInformativeText(desc)
self.messageInformer.setIcon(ty)
self.messageInformer.setText(msg)
self.messageInformer.setFixedHeight(400)
self.messageInformer.setFixedWidth(400)
self.messageInformer.setWindowTitle(title)
self.messageInformer.exec_()
self.messageInformer.setInformativeText('')
def verifyKeyMaster(self):
if not self.database.getKeyMaster():
key, r = QInputDialog.getText(
self,
'Clave maestra',
'Escribe la clave maestra que usaras para la aplicación',
echo=QLineEdit.Password)
if not r: return sys.exit(self.app.exec_())
if not bool(key): return self.verifyKeyMaster()
keye = pbkdf2_sha256.hash(key)
self.database.addKeyMaster(keye)
def closeEvent(self, event):
self.database.closeConnection()
event.accept()
def checkChanges(self):
if not self.connected:
return self.showMessage('Error', 'No hay conexión',
QMessageBox.Warning,
'Conectate con tu clave maestra')
originalData = self.database.getAccounts()
for row in range(self.ui.tableWidget.rowCount()):
for column in range(4):
if column == 0: continue
targetItem = self.ui.tableWidget.item(row, column)
if targetItem:
if self.ui.tableWidget.item(
row, column).text() != originalData[row][column]:
pass
# next update
def verifyDatabase(self):
self.database.createConnection()
if not self.database.existTables():
self.database.createTables()
else:
pass
def verifyDirectory(self):
if not self.fileManager.existDir():
res, msg = self.fileManager.createDir()
if not res:
self.showMessage('Error', str(msg), QMessageBox.Critical,
'No se pudo acceder a los archivos internos')
sys.exit(app.exec_())
def addUsername(self):
if not self.connected:
return self.showMessage('Error', 'No hay conexión',
QMessageBox.Warning,
'Conectate con tu clave maestra')
else:
username, r = QInputDialog.getText(
self, 'Usuario', 'Especifica el nombre de usuario')
if not r or not bool(username): return False
self.temp.append(username)
return self.addPassword()
def addPassword(self):
password, r = QInputDialog.getText(self,
'Contraseña',
'Especifica la contraseña',
echo=QLineEdit.Password)
if not r or not bool(password): return False
self.temp.append(password)
return self.addInformation()
def addInformation(self):
text, r = QInputDialog.getText(
self, 'Informacion', 'Especifica de donde proviene esta cuenta')
if not r or not bool(text): return False
self.temp.append(text)
if self.database.addAccount(tuple(self.temp)):
self.showMessage('Cuenta', 'Nueva cuenta agregada correctamente',
QMessageBox.Information)
self.temp.clear()
self.refreshTable()
def selectAccount(self, row, column):
self.currentAccountId = int(self.ui.tableWidget.item(row, 0).text())
self.currentCell = self.ui.tableWidget.item(row, column)
def refreshTable(self):
self.ui.tableWidget.clearContents()
self.ui.tableWidget.setRowCount(0)
self.addAccountsOnTable()
def editAccount(self):
if not self.connected: return False
if self.currentAccountId == None:
return self.showMessage('Error',
'Selecciona que cuenta quieres eliminar',
QMessageBox.Warning)
def deleteAccount(self):
if not self.connected: return False
if self.currentAccountId == None:
return self.showMessage('Error',
'Selecciona que cuenta quieres eliminar',
QMessageBox.Warning)
if self.database.deleteAccount(self.currentAccountId):
self.showMessage('Cuenta', 'Cuenta eliminada correctamente',
QMessageBox.Information)
self.refreshTable()
else:
return self.showMessage('Error', 'No se pudo eliminar la cuenta',
QMessageBox.Warning)
def addAccountsOnTable(self):
if not self.connected: return False
accounts = self.database.getAccounts()
if not accounts: return False
row = 0
for account in accounts:
column = 0
self.ui.tableWidget.insertRow(row)
for element in account:
cell = QTableWidgetItem(str(element))
if (column == 0): cell.setFlags(QtCore.Qt.ItemIsEnabled)
self.ui.tableWidget.setItem(row, column, cell)
column += 1
row += 1
def connect(self):
if self.connected:
return self.showMessage('Error', 'Ya estas conectado',
QMessageBox.Warning)
self.connected = self.database.createConnection()
key = self.database.getKeyMaster()
match = pbkdf2_sha256.verify(self.ui.keyInput.text(), key)
self.ui.keyInput.setText('')
if not match:
self.connected = False
self.database.closeConnection()
return self.showMessage('Error', 'Clave maestra incorrecta',
QMessageBox.Warning)
self.showMessage('Info', 'Te has conectado correctamente',
QMessageBox.Information)
self.addAccountsOnTable()
class ApplicationWindow(QtWidgets.QMainWindow):
progressSignal = pyqtSignal()
def __init__(self):
super(ApplicationWindow, self).__init__()
self.ui = Ui_MainWindow()
self.ui.setupUi(self)
self.ui.btnBrowse.clicked.connect(self.Browse_clicked2)
self.ui.btnStart.clicked.connect(self.btnStart_clicked)
self.ui.btnPause.clicked.connect(self.btnPause_clicked)
self.progressSignal.connect(self.progressBar)
self.ui.progressBar.setRange(0, 64)
self.progressBarValue = 0
self.ui.btnStart.setEnabled(True)
def Browse_clicked2(self):
fileName, _filter = QFileDialog.getOpenFileName(
self, "Title", "Default File",
"Filter -- All Files (*);;Image Files (*.jpeg)")
try:
numPix = int(self.ui.TextBoxPixel.toPlainText())
except ValueError:
QMessageBox.question(self, 'Error',
"Please!! Enter number of pixels frist.",
QMessageBox.Ok)
if 64 % numPix != 0:
QMessageBox.question(
self, 'Error',
"Please!! Enter number of pixels. or make sure it is factor of 64",
QMessageBox.Ok)
return
try:
if fileName:
global myImage
myImage = cv2.imread(fileName, cv2.IMREAD_GRAYSCALE)
height, width = myImage.shape
if height != width or height != 128:
QMessageBox.question(self, 'Error',
"please insert 128 x 128 photo",
QMessageBox.Ok)
return
try:
qImg = QImage(myImage.data, width, height,
QImage.Format_Grayscale8).rgbSwapped()
pixmap = QPixmap.fromImage(qImg)
x = 128 / pixmap.width()
y = 128 / pixmap.height()
pixmap = pixmap.scaled(int(pixmap.height() * y),
int(pixmap.width() * x))
#self.ui.btnStart.setEnabled(True)
self.ui.btnPause.setEnabled(False)
self.ui.lblImg.setPixmap(QPixmap.fromImage(qImg))
self.ui.lblImg.setAlignment(QtCore.Qt.AlignHCenter
| QtCore.Qt.AlignVCenter)
except:
QMessageBox.question(self, 'Error', "It is not an Image",
QMessageBox.Ok)
return
except:
self.ui.btnStart.setEnabled(True)
QMessageBox.question(self, 'Error', "Please insert only images",
QMessageBox.Ok)
return
def theLastModification(self):
try:
img = copy.deepcopy(myImage)
compareImg = copy.deepcopy(myImage)
numPix = int(self.ui.TextBoxPixel.toPlainText())
if 64 % numPix != 0:
QMessageBox.question(self, 'Error',
"number of pixels must be factor of 64",
QMessageBox.Ok)
return
except:
self.ui.btnStart.setEnabled(True)
self.ui.btnPause.setEnabled(False)
self.ui.btnBrowse.setEnabled(True)
return
for i in range(0, 64, numPix):
self.progressBarValue = i
self.progressSignal.emit()
try:
self.ui.btnPause.setEnabled(True)
numPix = int(self.ui.TextBoxPixel.toPlainText())
except:
self.ui.btnStart.setEnabled(True)
self.ui.btnBrowse.setEnabled(True)
return
try:
if i == 0:
imgFft = numpy.fft.fft2(img)
imgFftShift = numpy.fft.fftshift(imgFft)
with errstate(divide='ignore'):
magspec = 20 * numpy.log(numpy.abs(imgFftShift))
#magspec = numpy.asarray(magspec, dtype=numpy.uint8)
qImg = qimage2ndarray.array2qimage(magspec)
self.ui.lblImgFft.setPixmap(QPixmap.fromImage(qImg))
self.ui.lblImgFft.setAlignment(QtCore.Qt.AlignHCenter
| QtCore.Qt.AlignVCenter)
try:
for r in range(numPix):
for c in range(128):
magspec[r + i, c] = 0
imgFftShift[r + i, c] = 0
for r in range(128 - numPix, 128):
for c in range(128):
magspec[128 - i - numPix - r, c] = 0
imgFftShift[128 - i - numPix - r, c] = 0
for r in range(128):
for c in range(numPix):
magspec[r, c + i] = 0
imgFftShift[r, c + i] = 0
for r in range(128):
for c in range(numPix):
magspec[r, 128 - i - numPix + c] = 0
imgFftShift[r, 128 - i - numPix + c] = 0
q1img = qimage2ndarray.array2qimage(magspec)
self.ui.lblImgFft.setPixmap(QPixmap.fromImage(q1img))
imgtry = numpy.fft.ifftshift(imgFftShift)
imgtry = numpy.fft.ifft2(imgtry)
#imagspec = numpy.asarray(imgtry, dtype=numpy.uint8)
q2img = qimage2ndarray.array2qimage(imgtry)
time.sleep(0.1)
self.ui.lblImg.setPixmap(QPixmap.fromImage(q2img))
self.ui.lblImg.setAlignment(QtCore.Qt.AlignHCenter
| QtCore.Qt.AlignVCenter)
except:
img = copy.deepcopy(myImage)
i = 0
self.ui.btnStart.setEnabled(True)
return
except:
self.ui.btnStart.setEnabled(True)
return
try:
if myImage.all() == compareImg.all():
self.theLastModification2()
else:
self.ui.btnStart.setEnabled(True)
return
except:
self.ui.btnStart.setEnabled(True)
return
def theLastModification2(self, ):
try:
img = copy.deepcopy(myImage)
compareImg = copy.deepcopy(myImage)
numPix = int(self.ui.TextBoxPixel.toPlainText())
if 64 % numPix != 0:
QMessageBox.question(self, 'Error',
"number of pixels must be factor of 64",
QMessageBox.Ok)
except NameError:
self.ui.btnStart.setEnabled(True)
self.ui.btnPause.setEnabled(False)
self.ui.btnBrowse.setEnabled(True)
return
for i in range(0, 64, numPix):
self.progressBarValue = 64 - i
self.progressSignal.emit()
try:
numPix = int(self.ui.TextBoxPixel.toPlainText())
except:
self.ui.btnStart.setEnabled(True)
self.ui.btnBrowse.setEnabled(True)
return
try:
if i == 0:
imgFft = numpy.fft.fft2(img)
imgFftShift = numpy.fft.fftshift(imgFft)
with errstate(divide='ignore'):
magspec = 20 * numpy.log(numpy.abs(imgFftShift))
#magspec = numpy.asarray(magspec, dtype=numpy.uint8)
qImg = qimage2ndarray.array2qimage(magspec)
self.ui.lblImgFft.setPixmap(QPixmap.fromImage(qImg))
self.ui.lblImgFft.setAlignment(QtCore.Qt.AlignHCenter
| QtCore.Qt.AlignVCenter)
try:
for r in range(i + numPix):
for c in range(i + numPix):
magspec[64 - r, 64 - c] = 0
imgFftShift[64 - r, 64 - c] = 0
for r in range(i + numPix):
for c in range(i + numPix):
magspec[64 + r, 64 + c] = 0
imgFftShift[64 + r, 64 + c] = 0
for r in range(i + numPix):
for c in range(i + numPix):
magspec[64 - r, 64 + c] = 0
imgFftShift[64 - r, 64 + c] = 0
for r in range(i + numPix):
for c in range(i + numPix):
magspec[64 + r, 64 - c] = 0
imgFftShift[64 + r, 64 - c] = 0
q1img = qimage2ndarray.array2qimage(magspec)
self.ui.lblImgFft.setPixmap(QPixmap.fromImage(q1img))
imgtry = numpy.fft.ifftshift(imgFftShift)
imgtry = numpy.fft.ifft2(imgtry)
#imagspec = numpy.asarray(imgtry, dtype=numpy.uint8)
q2img = qimage2ndarray.array2qimage(imgtry)
self.ui.lblImg.setPixmap(QPixmap.fromImage(q2img))
self.ui.lblImg.setAlignment(QtCore.Qt.AlignHCenter
| QtCore.Qt.AlignVCenter)
time.sleep(0.1)
except:
img = copy.deepcopy(myImage)
i = 0
self.ui.btnStart.setEnabled(True)
return
except:
self.ui.btnStart.setEnabled(True)
return
try:
if myImage.all() == compareImg.all():
self.theLastModification()
else:
self.ui.btnStart.setEnabled(True)
return
except:
self.ui.btnStart.setEnabled(True)
return
def btnStart_clicked(self):
global numPix
try:
numPix = int(self.ui.TextBoxPixel.toPlainText())
except:
QMessageBox.question(self, 'Error',
"Please enter number of pixels")
if 64 % numPix != 0:
QMessageBox.question(self, 'Error',
"number of pixels must be factor of 64",
QMessageBox.Ok)
self.ui.btnStart.setEnabled(True)
return
try:
self.ui.btnPause.setEnabled(True)
self.ui.btnStart.setEnabled(False)
self.ui.TextBoxPixel.setEnabled(False)
numPix = int(self.ui.TextBoxPixel.toPlainText())
global t1
t1 = threading.Thread(target=self.theLastModification)
t1.start()
except IndexError:
QMessageBox.question(
self, 'Error',
"Index error ! please reduce number of pixels or change the photo",
QMessageBox.Ok)
except NameError:
QMessageBox.question(self, 'Error',
"Please insert the photo frist",
QMessageBox.Ok)
except:
QMessageBox.question(self, 'Error',
"Please!! enter a proper integer",
QMessageBox.Ok)
self.ui.btnPause.setEnabled(False)
self.ui.btnStart.setEnabled(True)
self.ui.TextBoxPixel.setEnabled(True)
self.ui.btnBrowse.setEnabled(True)
def btnPause_clicked(self):
try:
timeToWait = float(self.ui.timeText.toPlainText())
self.ui.btnPause.setEnabled(False)
self.ui.TextBoxPixel.setEnabled(True)
self.ui.btnBrowse.setEnabled(True)
except:
timeToWait = 0
self.ui.btnPause.setEnabled(False)
self.ui.TextBoxPixel.setEnabled(True)
self.ui.btnBrowse.setEnabled(True)
return
time.sleep(timeToWait)
return
progressSignal = pyqtSignal()
@pyqtSlot()
def progressBar(self):
self.ui.progressBar.setValue(self.progressBarValue)
def __init__(self, parent=None):
super(MyMainWindow, self).__init__(parent)
self.ui = Ui_MainWindow()
self.ui.setupUi(self)
class MyMainWindow(QtGui.QMainWindow):
def __init__(self, parent=None):
super(MyMainWindow, self).__init__(parent)
self.ui = Ui_MainWindow()
self.ui.setupUi(self)
def do_something(self):
print "I'm doing something!"
def accept(self):
"""save the path var and exit"""
items = []
for i in xrange(self.ui.pathList.count()):
items.append(self.ui.pathList.item(i).text())
print items
box = QMessageBox()
box.setStandardButtons(QMessageBox.Yes | QMessageBox.No)
box.setText("Are you sure you want to save?")
ret = box.exec_()
if ret == QMessageBox.Yes:
envars.set_path(items)
envars.broadcast_change()
QtGui.QApplication.exit()
def reject(self):
"""exit the applicaiton if the user is sure"""
box = QMessageBox()
box.setStandardButtons(QMessageBox.Yes | QMessageBox.No)
box.setText("Are you sure you want to exist?")
ret = box.exec_()
if ret == QMessageBox.Yes:
QtGui.QApplication.exit()
def itemclick(self):
currentItemText = self.ui.pathList.currentItem().text()
self.ui.lineEdit.setText(currentItemText)
def additem(self):
print "Add item"
myapp.ui.pathList.addItem("New Entry")
def removeitem(self):
"""delete the item at the current row"""
print "Remove Item"
currentRow = self.ui.pathList.currentRow()
self.ui.pathList.takeItem(currentRow)
def saveitem(self):
print "Save Item"
self.ui.pathList.currentItem().setText(self.ui.lineEdit.text())
def moveup(self):
# swap the current item's text with the item above it
currentRow = self.ui.pathList.currentRow()
if currentRow <= 0:
return
tempItem = self.ui.pathList.item(currentRow).text()
self.ui.pathList.item(currentRow).setText(self.ui.pathList.item(currentRow - 1).text())
self.ui.pathList.item(currentRow - 1).setText(tempItem)
self.ui.pathList.setCurrentRow(currentRow - 1)
print "Moved up"
def movedown(self):
# swap the current item's text with the item below it
currentRow = self.ui.pathList.currentRow()
if currentRow >= self.ui.pathList.count() - 1:
return
tempItem = self.ui.pathList.item(currentRow).text()
self.ui.pathList.item(currentRow).setText(self.ui.pathList.item(currentRow + 1).text())
self.ui.pathList.item(currentRow + 1).setText(tempItem)
self.ui.pathList.setCurrentRow(currentRow + 1)
print "Moved down"
class MainWindow(QMainWindow):
def __init__(self):
super().__init__()
title = "Sali"
self.setWindowTitle(title)
self.ui = Ui_MainWindow()
self.ui.setupUi(self)
self.ui.pushButton.clicked.connect(self.openFileDialog)
self.show()
def openFileDialog(self):
#fname = QFileDialog.getOpenFileName(self, 'Open file', '/home', 'Text files (*.txt)')
dirname = QFileDialog.getExistingDirectory(None, 'Select a folder:',
'C:\\',
QFileDialog.ShowDirsOnly)
print(dirname)
if dirname:
self.showAnalitics(dirname + '/')
#self.showGraphic(fname[0])
def showGraphic(self, fname):
filename = fname
df = pd.read_csv(filename,
header=None,
error_bad_lines=False,
encoding='utf8')
df = df.drop(0)
df.columns = ['Date', 'Chat']
Message = df['Chat'].str.split('-', n=1, expand=True)
df['Date'] = df['Date'].str.replace(',', '')
df['Time'] = Message[0]
df['content'] = Message[1]
Message1 = df['content'].str.split(':', n=1, expand=True)
df['content'] = Message1[1]
df['sender_name'] = Message1[0]
df = df.drop(columns=['Chat'])
df['content'] = df['content'].str.lower()
df['content'] = df['content'].str.replace('<media omitted>',
'MediaShared')
df['content'] = df['content'].str.replace('this message was deleted',
'DeletedMsg')
df.dropna(inplace=True)
df["date_time"] = pd.to_datetime(df.Date + df.Time)
df = df.reindex(columns=['date_time', 'sender_name', 'content'])
df["delta_mensajes_minutos"] = df.date_time.diff()[:].astype(
'timedelta64[m]')
df["delta_mensajes_horas"] = df.date_time.diff()[:].astype(
'timedelta64[h]')
df = df.set_index("date_time")
y = df.sender_name.groupby(df.index.hour).count()
fig = plt.figure()
ax = plt.axes()
plt.title("Frecuencia de mensajes x hora del día")
plt.xlabel("horas")
plt.ylabel("cantidad de mensajes")
ax.plot(y.index, y)
plt.show()
def parse_chat(self, chat_path):
filename = chat_path
df = pd.read_csv(filename,
header=None,
error_bad_lines=False,
encoding='utf8')
df = df.drop(0)
df.columns = ['Date', 'Chat']
Message = df['Chat'].str.split('-', n=1, expand=True)
df['Date'] = df['Date'].str.replace(',', '')
df['Time'] = Message[0]
df['content'] = Message[1]
Message1 = df['content'].str.split(':', n=1, expand=True)
df['content'] = Message1[1]
df['sender_name'] = Message1[0]
df = df.drop(columns=['Chat'])
df['content'] = df['content'].str.lower()
df['content'] = df['content'].str.replace('<media omitted>',
'MediaShared')
df['content'] = df['content'].str.replace('this message was deleted',
'DeletedMsg')
df.dropna(inplace=True)
df["date_time"] = pd.to_datetime(df.Date + df.Time)
df = df.reindex(columns=['date_time', 'sender_name', 'content'])
df["delta_mensajes_minutos"] = df.date_time.diff()[:].astype(
'timedelta64[m]')
df["delta_mensajes_horas"] = df.date_time.diff()[:].astype(
'timedelta64[h]')
df = df.set_index("date_time")
return df
def showAnalitics(self, dir_chats):
chats = listdir(dir_chats)
chat_dfs = []
for conversation in chats:
sender_name = conversation[21:]
conv = self.parse_chat(dir_chats + conversation)
chat_dfs.append(conv)
all_chats = pd.concat(chat_dfs)
name_filter = all_chats["sender_name"].str.strip() != 'A n e m o n e'
client_messages = all_chats[name_filter]
y = client_messages.sender_name.groupby(
client_messages.index.hour).count()
# Horarios con más chats
horarios = y.sort_values(ascending=False)[:3].index
mensaje_horarios = f"Sus horarios en donde recibe más mensajes son a las {horarios[0]}hrs, las {horarios[1]}hrs y las {horarios[2]}hrs."
# ¿Quienes son los clientes más activos?
client_most_messages = client_messages.groupby(
client_messages.sender_name).count().sort_values(
"content", ascending=False)[:3].index
most_active_client_message = f"Sus top tres clientes más activos son 1.{client_most_messages[0]}, 2.{client_most_messages[1]}, y 3.{client_most_messages[2]}"
# ¿Cuál es el tiempo promedio que tardamos en responder?
pyme_filter = all_chats["sender_name"].str.strip() == 'A n e m o n e'
pyme_messages = all_chats[pyme_filter]
mean_response = pyme_messages.delta_mensajes_minutos.mean()
mensaje_respuesta_promedio = f"Usted se tarda en promedio {int(mean_response)} minutos en responder a sus clientes."
# Tiempo promedio de respuesta de clientes
mean_client_response = client_messages.delta_mensajes_horas.mean()
mensaje_respuesta_promedio_cliente = f"Sus clientes se tardan en promedio {int(mean_client_response)} horas en responderle."
# # Palabras más usadas por Pyme
# spanish_stopwords = stopwords.words('spanish')
# words = " ".join(pyme_messages["content"]).split()
# filtered_words = [word for word in words if word not in spanish_stopwords]
# pyme_top_20_palabras = list(Counter(filtered_words).most_common(20))
# # Palabras más usadas por Clientes
# spanish_stopwords = stopwords.words('spanish')
# words = " ".join(client_messages["content"]).split()
# filtered_words = [word for word in words if word not in spanish_stopwords]
# clientes_top_20_palabras = list(Counter(filtered_words).most_common(20))
self.ui.lblInfo1.setText("Horarios con más chats")
self.ui.lbl1.setText(mensaje_horarios)
self.ui.lblInfo2.setText("¿Quienes son los clientes más activos?")
self.ui.lbl2.setText(most_active_client_message)
self.ui.lblInfo3.setText(
"¿Cuál es el tiempo promedio que tardamos en responder?")
self.ui.lbl3.setText(mensaje_respuesta_promedio)
self.ui.lblInfo4.setText("Tiempo promedio de respuesta de clientes")
self.ui.lbl4.setText(mensaje_respuesta_promedio_cliente)