pyqt_data_analysis/MainWindows.py

import Ui_MainWindow
from PyQt5.QtCore import QFile, QFileInfo, pyqtSlot, pyqtSignal
from PyQt5 import QtGui, QtWidgets, QtCore
from PyQt5.QtWidgets import QPushButton, QTableWidgetItem
from PyQt5.QtGui import QIcon, QPixmap
from data_set_read import Data_Read
import pandas as pd
import openpyxl as pyx

class MainWindows:
    def __init__(self) -> None:
        self.MainWindow = QtWidgets.QMainWindow()
        self.ui = Ui_MainWindow.Ui_MainWindow()
        self.ui.setupUi(self.MainWindow)
        self.window_ui_init()
        self.file_object_init()
        self.head_num = 10
        
    def window_ui_init(self):
        self.MainWindow.setWindowTitle("Data Analysis By Python")
        self.MainWindow.setWindowIcon(QIcon(QPixmap(":/src/image/icon.jpg")))
        self.ui.progressBar_linear_regression.setValue(0)
        
    def file_object_init(self):
        self.ui.pushButton_filepath.clicked.connect(self.pushButton_filepath_clicked)
        self.ui.pushButton_filepath_clear.clicked.connect(self.pushButton_filepath_clear_clicked)
        self.ui.pushButton_linear_regression.clicked.connect(lambda checked: self.ui.stackedWidget.setCurrentIndex(0))
        self.ui.pushButton_Kmeans.clicked.connect(lambda checked: self.ui.stackedWidget.setCurrentIndex(1))
        
    def pushButton_filepath_clicked(self):
        file_path = QtWidgets.QFileDialog.getOpenFileName(self.MainWindow, "Open File", ".", "All Files(*);;csv Files(*.csv);;Old Excel Files(*.xls);;New Excel Files(*.xlsx)")
        print(file_path[0])
        info = QFileInfo(file_path[0])
        suffix = info.suffix()
        if suffix == "csv":
            self.data_read = Data_Read(file_path[0], suffix)
            self.ui.lineEdit_filepath.setText(file_path[0])
        elif suffix == "xls" or suffix == "xlsx":
            self.data_read = Data_Read(file_path[0], suffix)
            self.ui.lineEdit_filepath.setText(file_path[0])

        if self.ui.stackedWidget.currentIndex() == 0:
            self.tableWidget_linear_regression_show()
            #data_show = self.data_read.get_head_data(self.head_num)
            # self.tableWidget_linear_regression_show(data_show)
        # if file_path is not None:
        #     self.ui.lineEdit_filepath.setText(file_path)

    def tableWidget_linear_regression_show(self):
        # self.ui.tableWidget_linear_regression.clear()
    #         # self.ui.tableWidget_linear_regression.setRowCount(data_frame.shape[0])
    #         # self.ui.tableWidget_linear_regression.setColumnCount(data_frame.shape[1])
    #         # for row_index, row in data_frame.iterrows():
    #         #     for col_index, data in enumerate(row):
    #         #         item = QTableWidgetItem(str(data))
    #         #         self.ui.tableWidget_linear_regression.setItem(row_index, col_index, item)
        self.ui.tableWidget_linear_regression.clear()
        workbook = pyx.load_workbook(self.ui.lineEdit_filepath.text())
        sheet = workbook.worksheets[0]
        self.ui.tableWidget_linear_regression.setRowCount(self.head_num)
        self.ui.tableWidget_linear_regression.setColumnCount(sheet.max_column)
        for row in sheet.iter_rows(min_row=1, max_row=self.head_num, max_col=sheet.max_column, values_only=True):
            print(row)
            for col, data in enumerate(row, start=0):
                item = QTableWidgetItem(str(data) if data is not None else "")
                self.ui.tableWidget_linear_regression.setItem(row[0] - 1, col, item)  # 注意行索引从0开始，但Excel从1开始
    def pushButton_filepath_clear_clicked(self):
        self.ui.lineEdit_filepath.clear()