import pandas as pd
import PySimpleGUI as sg

sg.theme("Brownblue")

layout = [
    [sg.T("")],
    [sg.Text("Choisir le fichier CSV: "),
     sg.Input(key="-IN2-", change_submits=True),
     sg.FileBrowse(key="-IN-", file_types=(("CSV Files", "*.csv"),))],
    [sg.Button("Submit")]
]

window = sg.Window('VIDEOTRON MOBILE DATA CALCULATOR', layout, size=(600, 150))


while True:
    event, values = window.read()

    if event == sg.WIN_CLOSED or event == "Exit":
        break

    elif event == "Submit":
        pd.set_option('display.max_rows', None)

        df = pd.read_csv(
            values["-IN2-"], sep=";",
            encoding='unicode_escape',
            decimal=",",
            usecols=[9, 20, 39]
        )

        df.replace('UTILISATION POUR LE', '', regex=True, inplace=True)

        df = df.set_axis(['USER', 'B', 'DATA'], axis=1)
        df = df.replace('é', 'e', regex=True)
        df = df.replace('Ã', 'E', regex=True)
        df = df.replace('E´', 'o', regex=True)
        df = df.replace('E§', 'c', regex=True)
        df = df.replace('‰', '', regex=True)

        df = df[df['B'].str.contains('DONN')]

        df['DATA'] = df['DATA'].apply(
            lambda x: float(x.split()[0].replace(',', '.'))
        )

        datasum = df.groupby('USER')['DATA'].sum(
            min_count=1).reset_index().sort_values(by='DATA')

        print(datasum)