Pandas_VBA_数据筛选比较

Pandas与VBA筛选数据的比较

Author:Collin_PXY

需求：

将B列里值为Completed 和 Pending的A，B，D三列数据筛选出来，新建一个名为 Filited_data的worksheet来存放筛选数据。

Python解决：

from pandas import DataFrame
import pandas as pd
import openpyxl

# 处理数据
file_path = r"C:\Users\12078\Desktop\UIPATH_test\filter_data\data_need_to_be_filtered_python.xlsx"
df=pd.read_excel(file_path)
df=df.loc[df['status']!="Cancelled",['CNUM','status',"Tax"]]
df=df.reset_index(drop=True)
df['Tax']=df['Tax'].astype("float")

# 保存数据
writer = pd.ExcelWriter(file_path,engine='openpyxl')
writer.book = openpyxl.load_workbook(writer.path)  # 此句如果缺少，后面语句执行时会覆盖文件里原有内容。
df.to_excel(excel_writer=writer,sheet_name="Filited_data",index=False)    # 会新建一个新建 Filited_data，如果已经存在，则加数字后缀。
writer.save()
writer.close() 

VBA解决

Sub FilterData()
On Error GoTo errorhandling
    Dim wb_data As Workbook
    Dim ws_data As Worksheet
    Dim ws_filted As Worksheet
    Dim file_path As String
    Dim usedrows As Integer

    Dim arr_filter As Variant
    arr_filter = Array("status", "Completed", "Pending")

    file_path = "C:\Users\12078\Desktop\UIPATH_test\filter_data\data_need_to_be_filtered.xlsx"
    Set wb_data = checkAndAttachWorkbook(file_path)
    Set ws_data = wb_data.Worksheets("data")
    wb_data.Worksheets.Add(After:=Worksheets("data")).Name = "Filted_data"
    Set ws_filted = wb_data.Worksheets("Filted_data")

    usedrows = getLastValidRow(ws_data, "B")
    ws_data.Range("$A$1:$D$" & usedrows).AutoFilter Field:=2, Criteria1:=arr_filter,   Operator:=xlFilterValues

    'Copy column A,B,D to new sheet:
    'ws_data.Range("A1:D" & usedrows).SpecialCells(xlCellTypeVisible).Copy ws_filted.Range("A1")
    'Copy column A,B,D to new sheet:
    Union(ws_data.Range("A1:B" & usedrows), ws_data.Range("D1:D" & usedrows)).Copy ws_filted.Range("A1")
    ws_filted.Cells.WrapText = False
    ws_filted.Columns("A:AF").AutoFit

    checkAndCloseWorkbook file_path, True
Exit Sub
errorhandling:
    checkAndCloseWorkbook file_path, False
End Sub 

'辅助函数：
'Get last row of Column N in a Worksheet
Function getLastValidRow(in_ws As Worksheet, in_col As String)
    getLastValidRow = in_ws.Cells(in_ws.Rows.count, in_col).End(xlUp).Row
End Function

Function checkAndAttachWorkbook(in_wb_path As String) As Workbook
    Dim wb As Workbook
    Dim mywb As String
    mywb = in_wb_path
    For Each wb In Workbooks
        If LCase(wb.FullName) = LCase(mywb) Then
            Set checkAndAttachWorkbook = wb
            Exit Function
        End If
    Next
    Set wb = Workbooks.Open(in_wb_path, UpdateLinks:=0)
    Set checkAndAttachWorkbook = wb
End Function    

Function checkAndCloseWorkbook(in_wb_path As String, in_saved As Boolean)
    Dim wb As Workbook
    Dim mywb As String
    mywb = in_wb_path
    For Each wb In Workbooks
        If LCase(wb.FullName) = LCase(mywb) Then
            wb.Close Savechanges:=in_saved
            Exit Function
        End If
    Next
End Function

结果