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  • python部落沖突腳本(python爬蟲教程)


    各種數據需要導入Excel?多個Excel要合并?目前,Python處理Excel文件有很多庫,openpyxl算是其中功能和性能做的比較好的一個。接下來我將為大家介紹各種Excel操作。

    打開Excel文件

    新建一個Excel文件

     >>> from openpyxl import Workbook
    >>> wb = Workbook

    打開現有Excel文件

     >>> from openpyxl import load_workbook
    >>> wb2 = load_workbook('test.xlsx')

    打開大文件時,根據需求使用只讀或只寫模式減少內存消耗。

    wb = load_workbook(filename='large_file.xlsx', read_only=True)
    wb = Workbook(write_only=True)

    獲取、創建工作表

    獲取當前活動工作表:

     >>> ws = wb.active

    創建新的工作表:

     >>> ws1 = wb.create_sheet("Mysheet") # insert at the end (default)
    # or
    >>> ws2 = wb.create_sheet("Mysheet", 0) # insert at first position
    # or
    >>> ws3 = wb.create_sheet("Mysheet", -1) # insert at the penultimate position

    使用工作表名字獲取工作表:

     >>> ws3 = wb["New Title"]

    獲取所有的工作表名稱:

     >>> print(wb.sheetnames)
    ['Sheet2', 'New Title', 'Sheet1']
    使用for循環遍歷所有的工作表:
    >>> for sheet in wb:
    ... print(sheet.title)

    保存

    保存到流中在網絡中使用:

     >>> from tempfile import NamedTemporaryFile
    >>> from openpyxl import Workbook
    >>> wb = Workbook>>> with NamedTemporaryFile as tmp:
    wb.save(tmp.name)tmp.seek(0)
    stream = tmp.read保存到文件:>>> wb = Workbook>>> wb.save('balances.xlsx')
    保存為模板:>>> wb = load_workbook('document.xlsx')
    >>> wb.template = True
    >>> wb.save('document_template.xltx')

    單元格

    單元格位置作為工作表的鍵直接讀?。?/p>

     >>> c = ws['A4']

    為單元格賦值:

     >>> ws['A4'] = 4
    >>> c.value = 'hello, world'

    多個單元格可以使用切片訪問單元格區域:

     >>> cell_range = ws['A1':'C2']

    使用數值格式:

     >>> # set date using a Python datetime
    >>> ws['A1'] = datetime.datetime(2010, 7, 21)
    >>>>>> ws['A1'].number_format
    'yyyy-mm-dd h:mm:ss'

    使用公式:

     >>> # add a simple formula
    >>> ws["A1"] = "=SUM(1, 1)"

    合并單元格時,除左上角單元格外,所有單元格都將從工作表中刪除:

     >>> ws.merge_cells('A2:D2')
    >>> ws.unmerge_cells('A2:D2')
    >>>>>> # or equivalently
    >>> ws.merge_cells(start_row=2, start_column=1, end_row=4, end_column=4)
    >>> ws.unmerge_cells(start_row=2, start_column=1, end_row=4, end_column=4)

    行、列

    可以單獨指定行、列、或者行列的范圍:

     >>> colC = ws['C']
    >>> col_range = ws['C:D']
    >>> row10 = ws[10]
    >>> row_range = ws[5:10]

    可以使用Worksheet.iter_rows方法遍歷行:

     >>> for row in ws.iter_rows(min_row=1, max_col=3, max_row=2):
    ... for cell in row:... print(cell)<Cell Sheet1.A1>
    <Cell Sheet1.B1>
    <Cell Sheet1.C1>
    <Cell Sheet1.A2>
    <Cell Sheet1.B2>
    <Cell Sheet1.C2>

    同樣的Worksheet.iter_cols方法將遍歷列:

     >>> for col in ws.iter_cols(min_row=1, max_col=3, max_row=2):
    ... for cell in col:... print(cell)<Cell Sheet1.A1>
    <Cell Sheet1.A2>
    <Cell Sheet1.B1>
    <Cell Sheet1.B2>
    <Cell Sheet1.C1>
    <Cell Sheet1.C2>

    遍歷文件的所有行或列,可以使用Worksheet.rows屬性:

     >>> ws = wb.active
    >>> ws['C9'] = 'hello world'>>> tuple(ws.rows)((<Cell Sheet.A1>, <Cell Sheet.B1>, <Cell Sheet.C1>),
    (<Cell Sheet.A2>, <Cell Sheet.B2>, <Cell Sheet.C2>),
    (<Cell Sheet.A3>, <Cell Sheet.B3>, <Cell Sheet.C3>),
    (<Cell Sheet.A4>, <Cell Sheet.B4>, <Cell Sheet.C4>),
    (<Cell Sheet.A5>, <Cell Sheet.B5>, <Cell Sheet.C5>),
    (<Cell Sheet.A6>, <Cell Sheet.B6>, <Cell Sheet.C6>),
    (<Cell Sheet.A7>, <Cell Sheet.B7>, <Cell Sheet.C7>),
    (<Cell Sheet.A8>, <Cell Sheet.B8>, <Cell Sheet.C8>),
    (<Cell Sheet.A9>, <Cell Sheet.B9>, <Cell Sheet.C9>))

    Worksheet.columns屬性:

     >>> tuple(ws.columns)
    ((<Cell Sheet.A1>,
    <Cell Sheet.A2>,
    <Cell Sheet.A3>,
    <Cell Sheet.A4>,
    <Cell Sheet.A5>,
    <Cell Sheet.A6>,
    ...<Cell Sheet.B7>,
    <Cell Sheet.B8>,
    <Cell Sheet.B9>),
    (<Cell Sheet.C1>,
    <Cell Sheet.C2>,
    <Cell Sheet.C3>,
    <Cell Sheet.C4>,
    <Cell Sheet.C5>,
    <Cell Sheet.C6>,
    <Cell Sheet.C7>,
    <Cell Sheet.C8>,
    <Cell Sheet.C9>))

    使用Worksheet.append或者迭代使用Worksheet.cell新增一行數據:

     >>> for row in range(1, 40):
    ... ws1.append(range(600))
    >>> for row in range(10, 20):
    ... for col in range(27, 54):
    ... _ = ws3.cell(column=col, row=row, value="{0}".format(get_column_letter(col)))

    插入操作比較麻煩。可以使用Worksheet.insert_rows插入一行或幾行:

     >>> from openpyxl.utils import get_column_letter
    >>> ws.insert_rows(7)
    >>> row7 = ws[7]
    >>> for col in range(27, 54):
    ... _ = ws3.cell(column=col, row=7, value="{0}".format(get_column_letter(col)))

    Worksheet.insert_cols操作類似。Worksheet.delete_rowsWorksheet.delete_cols用來批量刪除行和列。

    只讀取值

    使用Worksheet.values屬性遍歷工作表中的所有行,但只返回單元格值:

     for row in ws.values:
    for value in row:
    print(value)

    Worksheet.iter_rowsWorksheet.iter_cols可以設置values_only參數來僅返回單元格的值:

     >>> for row in ws.iter_rows(min_row=1, max_col=3, max_row=2, values_only=True):
    ... print(row)(None, None, None)
    (None, None, None)

    作者:Sinchard,主攻Python庫文檔翻譯,開發代碼片段,源碼分析

    Blog:zhihu.com/people/aiApple

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