最近需要各種轉格式,這里對相關代碼作一個記錄,方便日后查詢。
xlsx文件轉csv文件
import xlrdimport csvdef xlsx_to_csv(): workbook = xlrd.open_workbook('1.xlsx') table = workbook.sheet_by_index(0) with codecs.open('1.csv', 'w', encoding='utf-8') as f: write = csv.writer(f) for row_num in range(table.nrows): row_value = table.row_values(row_num) write.writerow(row_value)if __name__ == '__main__': xlsx_to_csv()在2個文件之間轉換,需要注意一個文件的字符轉碼問題
使用第三方庫pandas將xlsx文件轉csv文件
import pandas as pddef xlsx_to_csv_pd(): data_xls = pd.read_excel('1.xlsx', index_col=0) data_xls.to_csv('1.csv', encoding='utf-8')if __name__ == '__main__': xlsx_to_csv_pd()csv文件轉換成xlsx文件
import csvimport xlwtdef csv_to_xlsx(): with open('1.csv', 'r', encoding='utf-8') as f: read = csv.reader(f) workbook = xlwt.Workbook() sheet = workbook.add_sheet('data') # 創建一個sheet表格 l = 0 for line in read: print(line) r = 0 for i in line: print(i) sheet.write(l, r, i) # 一個一個將單元格數據寫入 r = r + 1 l = l + 1 workbook.save('1.xlsx') # 保存Excelif __name__ == '__main__': csv_to_xlsx()使用pandas將csv文件轉成xlsx文件
import pandas as pddef csv_to_xlsx_pd(): csv = pd.read_csv('1.csv', encoding='utf-8') csv.to_excel('1.xlsx', sheet_name='data')if __name__ == '__main__': csv_to_xlsx_pd()xlsx文件轉json文件
from collections import OrderedDictimport jsonimport codecswb = xlrd.open_workbook('positive_previous.xlsx')convert_list = []sh = wb.sheet_by_index(0)title = sh.row_values(0)for rownum in range(1, sh.nrows): rowvalue = sh.row_values(rownum) single = OrderedDict() for colnum in range(0, len(rowvalue)): print(title[colnum], rowvalue[colnum]) single[title[colnum]] = rowvalue[colnum] convert_list.append(single)j = json.dumps(convert_list)with codecs.open('positive_previous.json', "w", "utf-8") as f: f.write(j)csv文件轉化為json文件
# 下面的工具可以方便的將CSV格式文件轉換成json文件格式import sys, jsontip = """請確保:1. CSV格式是UTF-82. CSV第一行是鍵值用法:python csv2json.py foobar.csv其中foobar.csv是需要轉換的源數據文件運行環境:Python 3.4.3日期:2015年12月29日"""print(tip)# 獲取輸入數據input_file = sys.argv[1]lines = open(input_file, "r", encoding="utf_8_sig").readlines()lines = [line.strip() for line in lines]# 獲取鍵值keys = lines[0].split(',')line_num = 1total_lines = len(lines)parsed_datas = []while line_num < total_lines: values = lines[line_num].split(",") parsed_datas.append(dict(zip(keys, values))) line_num = line_num + 1json_str = json.dumps(parsed_datas, ensure_ascii=False, indent=4)output_file = input_file.replace("csv", "json")# write to the filef = open(output_file, "w", encoding="utf-8")f.write(json_str)f.close()print("解析結束!")這段代碼產生的鍵值不是按順序來的,個人覺得可以改進一下。
以上這篇對python中xlsx,csv以及json文件的相互轉化方法詳解就是小編分享給大家的全部內容了,希望能給大家一個參考,也希望大家多多支持VEVB武林網。
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