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  • python处理excel

    需求:本人最近做一个project,从log里查找对应文字段,并将之写入excel,并画图,将图保存成jpg文件,如果手工一个个处理会很麻烦,于是,python进入了视线。本人使用python的win32com库来做,最好是先将此过程录制成excel宏,然后根据宏来编写python程序。

      1 # $Revision: #1 $
    2 # $DateTime: 2011/10/13 14:08:58 $
    3 # $Author: yabi.c.chen $
    4 import win32com.client
    5 import re,os,glob,Image
    6 win32c = win32com.client.constants
    7 class GetProjectData:
    8 def __init__(self,DataTypeList = []):
    9 self.app = win32com.client.Dispatch('Excel.Application')
    10 self.app.Visible = True
    11 self.app.DisplayAlerts = False
    12 self.app.AlertBeforeOverwriting = False
    13 self.DataTypeList = DataTypeList
    14 if self.DataTypeList:
    15 for DataType in self.DataTypeList:
    16 self.DataType = DataType
    17 self.IsDrawChart = False
    18 if DataType == 'HMS':
    19 self.State = "WATERFALL"
    20 self.SheetName = ['VBAR_BY_ZONE','AFTER_ADJ_BPIC1','AFTER_ADJ_CLR','BEFORE_ADJ_BPIC2','AFTER_ADJ_BPIC2']
    21 self.pat = "HMS MEASUREMENTS RESULT:.*?HMS MEASUREMENTS RESULT END"
    22 self.IsDrawChart = True
    23 elif DataType == 'BPI':
    24 self.State = "WATERFALL"
    25 self.SheetName = ['VBAR_BY_ZONE','AFTER_ADJ_BPIC1','AFTER_ADJ_BPIC2']
    26 self.pat = "Hd TPIC_Avg TPIP_Avg TPIM_Avg BPI_Avg BPIP_Avg BPIM_Avg.*?EXECUTION INFO:"
    27 else:
    28 continue
    29 try:
    30 self.AddData2Xls()
    31 except:
    32 raise
    33
    34 def __del__(self):
    35 self.app.Quit()
    36
    37 def DrawHMSChart(self,workbook,fileName,SerialNum,headCount):
    38 AllJPGPath = os.path.dirname(fileName)+os.sep+'all.jpg'
    39 Width = 536*(2000/536)
    40 Height = 270*(len(self.SheetName)/(2000/536)+1)
    41 AllJPG = Image.new('RGB',(Width,Height))
    42 AllJPG.paste(0xFFFFFF,(0,0,Width,Height))
    43 for index,Sheet in enumerate(workbook.Sheets):
    44 workbook.Sheets(Sheet.Name).Activate()
    45 workbook.Sheets(Sheet.Name).Cells(1,1).Activate()
    46 chart = Sheet.ChartObjects().Add(200,100,400,200).Chart #chart = workbook.Charts.Add()
    47 chart.ChartType = win32c.xlLineMarkers
    48 chartTitle = SerialNum + '_' + Sheet.Name
    49 chart.ApplyLayout(1)
    50 chart.Axes(win32c.xlCategory).TickLabelPosition = win32c.xlLow
    51 chart.ChartTitle.Text = chartTitle
    52 chart.Axes(win32c.xlValue, win32c.xlPrimary).AxisTitle.Text = "HMS"
    53 #chart.Axes(win32c.xlCategory).TickLabelSpacing = 5
    54 chart.Axes(win32c.xlValue).MinimumScale = 0
    55 chart.Axes(win32c.xlValue).MaximumScale = 8
    56 chart.Axes(win32c.xlValue).MajorUnit = 0.5
    57 for hd in range(headCount):
    58 series = chart.SeriesCollection().NewSeries()
    59 chart.SeriesCollection(hd+1).Name = "Hd %s" % hd
    60 chart.SeriesCollection(hd+1).Values = "='%s'!$C$%d:$C$%d" % (Sheet.Name,2+24*hd,25+24*hd)
    61 chart.Location(Where = win32c.xlLocationAsObject,Name = Sheet.Name)
    62 #Save Chart as picture to local
    63 JPGFile = os.path.dirname(fileName)+os.sep+chartTitle+'.jpg'
    64 Sheet.ChartObjects(1).Chart.Export(JPGFile,'jpg')
    65 if index < 3:
    66 AllJPG.paste(Image.open(JPGFile),(index*536,0))
    67 else:
    68 AllJPG.paste(Image.open(JPGFile),((index-3)*536,270))
    69 AllJPG.save(AllJPGPath)
    70 workbook.Save()
    71
    72 def AddData2Xls(self):
    73 filelist = glob.glob("*.txt")
    74 for myfile in filelist:
    75 SN = myfile[:8]
    76 myfolder = os.path.splitext(os.path.basename(myfile))[0]
    77 if not os.path.isdir(myfolder):
    78 os.mkdir(myfolder)
    79 rawdata = self.GetRawData(myfile)
    80 workbook = self.app.Workbooks.Add()
    81 for index,data in enumerate(rawdata):
    82 worksheet = workbook.Sheets.Add(workbook.Sheets[workbook.Sheets.Count-1])
    83 worksheet.Name = self.SheetName[index]
    84 Data = []
    85 rowIndex = 0
    86 startIndex = int(1 and self.DataType != 'BPI' or 0)
    87 for linedata in data.splitlines()[startIndex:-1]:
    88 rowIndex +=1
    89 line = linedata.strip().split('\t')
    90 for colIndex in range(len(line)):
    91 try:
    92 line[colIndex] = float(line[colIndex])
    93 except:
    94 pass
    95 Data.append(line)
    96 HD = int(Data[-1][0].strip()[-1]) + 1 #Get Head count
    97 worksheet.Range(worksheet.Cells(1,1),worksheet.Cells(rowIndex,len(line))).Value = Data
    98 for sh in workbook.Sheets:
    99 if sh.Name not in self.SheetName: #Delete Sheet1,Sheet2 and Sheet3
    100 workbook.Sheets(sh.Name).Delete()
    101 filename = os.getcwd()+os.sep+myfolder+os.sep+myfolder+'_'+self.DataType+'.xls'
    102 workbook.SaveAs(filename)
    103 if self.IsDrawChart and self.DataType == 'HMS':
    104 self.DrawHMSChart(workbook,filename,SN,HD)
    105 workbook.Close()
    106
    107 def GetRawData(self,Filename):
    108 f = open(Filename,'r')
    109 rawdata = str(f.read())
    110 #rawdata = rawdata[rawdata.find('- '*20 + self.State + ' : BEGIN ' + ' -'*20):rawdata.find('- '*20 + self.State + ' : COMPLETE' + ' -'*20)]
    111 rawdatapat = '- '*20 + self.State + ' : BEGIN ' + ' -'*20 + '(.*?)' + '- '*20 + self.State + ' : COMPLETE' + ' -'*20
    112 rawdata = re.findall(rawdatapat,rawdata,re.DOTALL)
    113 data = re.findall(self.pat,rawdata[-1],re.DOTALL)
    114 f.close()
    115 return data
    116
    117 if __name__ == '__main__':
    118 DataTypeList = ['HMS','BPI']
    119 GetProjectData(DataTypeList)


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  • 原文地址:https://www.cnblogs.com/jurkymaomao/p/2223126.html
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