目录
实例要求
使用PySimpleGUI做一个把单位考勤系统导出的pdf文件合并输出Excel的应用，故事出自：
https://hannyang.blog.csdn.net/article/details/135395946
当时时间紧，没有好好做界面且输出csv文件了事。今天趁周六休息，把代码做一下升级处理，使用库pdfplumber直接遍历多个pdf文件，得到数据后输出Excel文件即可。我原本先做了合并pdf文件再去取数，纯粹有点多余。
原始pdf文件格式
输出xls文件格式
运行界面
完整代码
import os, xlwt, pyperclip, pdfplumber
import datetime as dt
import PySimpleGUI as sg
# 全局变量
table_head = '姓名,部门,应到,实到,出勤率,迟到次数,早退次数,加班(分钟)'
path, font = '', ('宋体',12)
date, data = [], []
DateFormat = ' . . - . . '
ErrMessage = '错误'
SortedType = ["出勤率排序","加班时长排序","迟到次数排序","早退次数排序"]
# 定义布局
layout = [
[sg.Text("昆山分行考勤表",font=('',16)),
sg.Text(pad=(132,10)),
sg.Text("请选择考勤文件:",font=font),
sg.Input(key="-FOLDER-", enable_events=True, readonly=True,font=font,size=18),
sg.FolderBrowse(button_text='...', enable_events=True, initial_folder='./')
],
[sg.Text("考勤日期：",font=font),
sg.Text(DateFormat,key='-DATE-',font=font)
],
[sg.Table(values='',
headings=table_head.split(','),
key='-TABLE-',
auto_size_columns=False,
justification='left',
num_rows=10)],
[sg.Button("输出Excel文件",size=(12,1),pad=(15,30)),
sg.Button(SortedType[0], enable_events=True,size=(10,1),pad=(15,30)),
sg.Button(SortedType[1], enable_events=True,size=(10,1),pad=(15,30)),
sg.Button(SortedType[2], enable_events=True,size=(10,1),pad=(15,30)),
sg.Button(SortedType[3], enable_events=True,size=(10,1),pad=(15,30)),
sg.Button("退出",size=(10,1),pad=(15,30))],
[sg.StatusBar('',key="-BAR-",font=font,size=92)]
]
# 读取pdf表格
def read_table(file):
dct = dict()
with pdfplumber.open(file) as pdf:
for page in pdf.pages:
tables = page.extract_tables(table_settings = {})
for table in tables:
for lst in table:
tmp = lst[1:]
if not any(tmp): continue
tmp = [tmp[0]]+tmp[3:8]+[tmp[-1]]
tmp[0] = tmp[0].replace('\n','')
tmp[0] = tmp[0].split('/')
tmp[0] = tmp[0][-1]
if lst[0]=='时间':
dct[lst[0]] = tmp[0]
else:
dct[','.join([lst[0],tmp[0]])] = ','.join(tmp[1:])
return dct
# 写入xls文件
def write_sheet():
global data, date, table_head, ErrMessage
if ErrMessage[:2] in ('错误','输出'): return
myxl = xlwt.Workbook()
style = xlwt.easyxf('align: wrap yes; align: horiz center; font: bold yes;')
sheet = myxl.add_sheet('考勤表')
wcol = [20,40,60,30,30,40,40,40,60]
for i,w in enumerate(wcol):
sheet.col(i).width = w * 80
sheet.write_merge(0,0,0,8,'出勤统计报表',style)
style = xlwt.easyxf('borders:top thin; borders:bottom thin; borders:left thin; borders:right thin;')
sheet.write_merge(1,1,0,2,'考勤日期：'+date[0])
for i,head in enumerate(['序号']+table_head.split(',')):
sheet.write(2,i,head,style)
for i,row in enumerate(data):
for j,col in enumerate([str(i+1)]+row):
sheet.write(3+i,j,col,style)
for i,t in enumerate(SortedType):
if t in ErrMessage:
tmp = SortedType[i]
break
else: tmp = ""
excel_file = f'昆山分行考勤表{date[0]}({tmp}{strDateTime()}).xls'
ErrMessage = f'输出文件为：{excel_file}'
try:
myxl.save(excel_file)
except:
ErrMessage = '写入excel文件失败！'
finally:
pyperclip.copy('\\'.join((os.getcwd(),excel_file)))
window['-BAR-'].update(ErrMessage)
# 获取当前时间
def strDateTime(diff=0):
now = dt.datetime.now()
time = now + dt.timedelta(days=diff)
return f'{time.year}{time.month:02}{time.day:02}{time.hour:02}{time.minute:02}{time.second:02}'
# 选择并处理文件
def on_text_changed(event, values):
global date, data, path, ErrMessage
new_path = values["-FOLDER-"]
window["-FOLDER-"].update(new_path.split('/')[-1])
if path==new_path: return
else: path = new_path
pdfs = [f for f in os.listdir(path) if f.endswith('.pdf') and not f.startswith('PDFmerged')]
if len(pdfs)==0:
ErrMessage = '错误：所选文件夹中没有PDF文件！'
window['-BAR-'].update(ErrMessage)
window['-DATE-'].update(DateFormat)
window['-TABLE-'].update(values=[])
return
date, data, sheet = [], [], dict()
for pdf in pdfs:
dct = read_table('/'.join([path,pdf]))
date.append(dct['时间'])
sheet.update(dct)
if date:
window['-DATE-'].update(date[-1])
for k,v in sheet.items():
if k in ('时间','姓名,所属组织','普通班个人出勤统计报表,'): continue
data.append(','.join([k,v]).split(','))
window['-TABLE-'].update(values=data)
persons = len(data)
departments = len(set([d[1] for d in data]))
if len(set(date))!=1:
data = []
ErrMessage = f'错误：请检查所选文件存在多个时间段：{",".join(set(date))}'
else:
ErrMessage = f'考勤人数：{persons} / 部门数：{departments}'
window['-BAR-'].update(ErrMessage)
# 表格排序
def on_table_sorted(event, data):
global ErrMessage
if not data: return
slist = ['x[-4][:-1]', 'x[-1]', 'x[-3]', 'x[-2]']
style = slist[SortedType.index(event)]
data = sorted(data, key=lambda x: float(eval(style)), reverse=True)
window['-TABLE-'].update(values=data)
ErrMessage = f'已按{event}更新！'
window['-BAR-'].update(ErrMessage)
# 创建窗口
window = sg.Window("汇总考勤表", layout, finalize=True)
# 事件循环
while True:
event, values = window.read()
if event == sg.WINDOW_CLOSED or event == "退出":
break
elif event == "-FOLDER-":
on_text_changed(event, values)
elif event in SortedType:
on_table_sorted(event, data)
elif event == "输出Excel文件":
write_sheet()
# 关闭窗口
window.close()
代码分析
重点代码都用彩色字体加粗标注了：
遍历表格
读取代码如下：
import pdfplumber
def read_table(file):
dct = dict()
with pdfplumber.open(file) as pdf:
for page in pdf.pages:
tables = page.extract_tables(table_settings = {})
for table in tables:
for lst in table:
# 根据表格实际情况来清洗数据
return dct
布局界面
import PySimpleGUI as pg
layout = [
[sg.Text("昆山分行考勤表",font=('',16)),
sg.Text(pad=(132,10)),
sg.Text("请选择考勤文件:",font=font),
sg.Input(key="-FOLDER-", enable_events=True, readonly=True,font=font,size=18),
sg.FolderBrowse(button_text='...', enable_events=True, initial_folder='./')
],
[sg.Text("考勤日期：",font=font),
sg.Text(DateFormat,key='-DATE-',font=font)
],
[sg.Table(values='',
headings=table_head.split(','),
key='-TABLE-',
auto_size_columns=False,
justification='left',
num_rows=10)],
[sg.Button("输出Excel文件",size=(12,1),pad=(15,30)),
sg.Button(SortedType[0], enable_events=True,size=(10,1),pad=(15,30)),
sg.Button(SortedType[1], enable_events=True,size=(10,1),pad=(15,30)),
sg.Button(SortedType[2], enable_events=True,size=(10,1),pad=(15,30)),
sg.Button(SortedType[3], enable_events=True,size=(10,1),pad=(15,30)),
sg.Button("退出",size=(10,1),pad=(15,30))],
[sg.StatusBar('',key="-BAR-",font=font,size=92)]
]
控件简介
除了最常用的Text, Input, Button，使用了 FolderBrowse、Table、StatsBar 三个不是最常用的控件，分别是文件夹打开框、表格和状态栏。
表格最重要的三个参数： values, headings, auto_size_columns
sg.Table(values='', headings=table_head.split(','), auto_size_columns=False)
表格数据values和表头headings都列表(分别是二维和一维的)，auto_size_columns=False建议不要缺省，否则列宽不可控，各列都自动缩进紧靠在一起。
表格更新数据的方法：window['-TABLE-'].update(values=data)
写入表格
import xlwt
def write_sheet():
global data, date, table_head, ErrMessage
if ErrMessage[:2] in ('错误','输出'): return
myxl = xlwt.Workbook()
style = xlwt.easyxf('align: wrap yes; align: horiz center; font: bold yes;')
sheet = myxl.add_sheet('考勤表')
wcol = [20,40,60,30,30,40,40,40,60]
for i,w in enumerate(wcol):
sheet.col(i).width = w * 80
sheet.write_merge(0,0,0,8,'出勤统计报表',style)
style = xlwt.easyxf('borders:top thin; borders:bottom thin; borders:left thin; borders:right thin;')
sheet.write_merge(1,1,0,2,'考勤日期：'+date[0])
for i,head in enumerate(['序号']+table_head.split(',')):
sheet.write(2,i,head,style)
for i,row in enumerate(data):
for j,col in enumerate([str(i+1)]+row):
sheet.write(3+i,j,col,style)
for i,t in enumerate(SortedType):
if t in ErrMessage:
tmp = SortedType[i]
break
else: tmp = ""
excel_file = f'昆山分行考勤表{date[0]}({tmp}{strDateTime()}).xls'
ErrMessage = f'输出文件为：{excel_file}'
try:
myxl.save(excel_file)
except:
ErrMessage = '写入excel文件失败！'
注意单格和多个的写入区别： sheet.write() sheet.write_merge()
事件循环
while True:
event, values = window.read()
if event == sg.WINDOW_CLOSED or event == "退出":
break
elif event == "-FOLDER-":
on_text_changed(event, values)
elif event in SortedType:
on_table_sorted(event, data)
elif event == "输出Excel文件":
write_sheet()
表格排序
SortedType = ["出勤率排序","加班时长排序","迟到次数排序","早退次数排序"]
def on_table_sorted(event, data):
global ErrMessage
if not data: return
slist = ['x[-4][:-1]', 'x[-1]', 'x[-3]', 'x[-2]']
style = slist[SortedType.index(event)]
data = sorted(data, key=lambda x: float(eval(style)), reverse=True)
window['-TABLE-'].update(values=data)
ErrMessage = f'已按{event}更新！'
window['-BAR-'].update(ErrMessage)
使用eval()简化了表格排序事件的代码行数。
源码和2个例表已绑定上传资源，欢迎下载测试。