pandas和SQL数据分析实战视频教程
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# -*- coding: utf-8 -*- """ Created on Mon Apr 4 18:04:06 2016 @author: Toby,qq:231469242,原创版权 """ import csv,os,openpyxl #获取所有excel文件名 def Get_excelFileNames(): excelFiles_list=[] for excelFilename in os.listdir('.'): if excelFilename.endswith('.xlsx') or excelFilename.endswith('.xls'): excelFiles_list.append(excelFilename) return excelFiles_list ''' excelFiles_list Out[17]: ['Book1.xlsx', 'Book2.xlsx', 'Book3.xlsx', 'Book4.xlsx'] ''' #获取一个excel内所有表格 def Get_sheets_from_oneExcel(excelFileName): wb=openpyxl.load_workbook(excelFileName) sheets=wb.get_sheet_names() return sheets ''' Get_sheets_from_oneExcel('Book1.xlsx') Out[19]: ['Sheet1', 'Sheet2', 'Sheet3'] ''' #获取excel的行信息 def Get_sheet_rowData(excelFileName,sheetName,rowNum): wb=openpyxl.load_workbook(excelFileName) sheet=wb.get_sheet_by_name(sheetName) highest_column=sheet.get_highest_column() rowData=[] #append each cell to this list #loop through each cell in the row for colNum in range(1,highest_column+1): #append each cell's data to rowData cell_value=sheet.cell(row=rowNum,column=colNum).value rowData.append(cell_value) return rowData ''' Get_sheet_rowData('Book1.xlsx','Sheet1',1) Out[39]: ['fsdf ', 'ds', 'fdf'] ''' #获取excel的信息 def Get_sheet_Data(excelFileName,sheetName): wb=openpyxl.load_workbook(excelFileName) sheet=wb.get_sheet_by_name(sheetName) highest_row=sheet.get_highest_row() highest_column=sheet.get_highest_column() sheet_data=[] for rowNum in range(1,highest_row+1): rowData=[] #append each cell to this list #loop through each cell in the row for colNum in range(1,highest_column+1): #append each cell's data to rowData cell_value=sheet.cell(row=rowNum,column=colNum).value rowData.append(cell_value) sheet_data.append(rowData) rowData=[] #清空行数据,为遍历重新准备 return sheet_data ''' Get_sheet_Data("Book1.xlsx",'Sheet1') Out[41]: [['fsdf ', 'ds', 'fdf'], ['fdsf', 'tt', 'fds'], ['gfdgg', 'gfdg', 'gdfgdg']] ''' #取一个CSV名字 def Get_csvFileName(excelFileName,sheetName): baseName=os.path.splitext(excelFileName)[0] csvFileName=os.path.join('csvFiles',baseName+"_"+sheetName+".csv") return csvFileName #把一个excel的sheet转换为csv def Convert_oneExcelsheet_to_csv(excelFileName,sheetName): csvFileName=Get_csvFileName(excelFileName,sheetName) csvObj=open(csvFileName,'w',newline='') csvWriter=csv.writer(csvObj) sheet_data=Get_sheet_Data(excelFileName,sheetName) for rowData in sheet_data: csvWriter.writerow(rowData) csvObj.close() ''' Convert_oneExcelsheet_to_csv("Book1.xlsx",'Sheet1') ''' #把一个excel的所有sheet转换为各自的csv文件 def Convert_oneExcelAllsheets_to_csv(excelFileName): sheets=Get_sheets_from_oneExcel(excelFileName) for sheetName in sheets: Convert_oneExcelsheet_to_csv(excelFileName,sheetName) #转换所有excel的所有sheet为各自的csv文件 def Convert_allExcellAllsheets_to_csv(excelFiles_list): for excelFileName in excelFiles_list: Convert_oneExcelAllsheets_to_csv(excelFileName) os.makedirs('csvFiles', exist_ok=True) excelFiles_list=Get_excelFileNames() #转换所有excel的所有sheet为各自的csv文件 Convert_allExcellAllsheets_to_csv(excelFiles_list)
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