使用Pandas将SQL导出到Excel,如何进行下拉?

时间:2019-03-29 13:25:35

标签: python sql-server excel pandas

我有一个简单的MSSQL表,其中包含数据,如下所示:


IF OBJECT_ID('MY_BIG_TABLE') IS NOT NULL
    DROP TABLE [dbo].[MY_BIG_TABLE]

CREATE TABLE [dbo].[MY_BIG_TABLE](
    [ID] [int] NOT NULL,
    [PERSON] [varchar](50) NOT NULL,
    [STREET] [varchar](50) NOT NULL,
    [PHONE] [varchar](50) NOT NULL,
    [BATCH_ID] [int] NOT NULL
) ON [PRIMARY]
GO

INSERT INTO MY_BIG_TABLE (ID, PERSON, STREET, PHONE, BATCH_ID)
VALUES 
    (1, 'BOB', 'MAIN STREET', '555-555-5555', 100),
    (2, 'SANDY', 'ELM', '666-555-5555', 100),
    (3, 'FRED', 'PINE', '777-555-5555', 200),
    (8, 'BOB', 'DIRT', '888-555-5555', 200),
    (52, 'GEORGE', 'RIVER ROAD', '999-555-5555', 700)

我正在使用ExcelPython像这样将数据导出到Pandas文件中:

import pypyodbc
import pandas

def main():

    server_name = "SERVER_NAME"
    database = "TEST_DATABASE"

    connection = pypyodbc.connect(
        "Driver={SQL Server};"
        "Server=" + server_name + ";"
        "Database=" + database + ";"
        "Trusted_Connection=yes;"
        )


    batch_id_list = [100,200,700]

    for batch_id in batch_id_list:
            print ("--------------------------------------------")
            print ("".join(["reading batch_id:", str(batch_id)]))
            file_name = "".join(["EXPORT_", str(batch_id), ".xlsx"])
            the_sql = """
            SELECT * FROM
            MY_BIG_TABLE
            WHERE BATCH_ID = ?"""
            data = pandas.read_sql(the_sql, connection, params=[batch_id])
            print ("".join(["writing batch_id:", str(batch_id)]))
            data.to_excel("".join(["c:/temp/", file_name]))

if __name__ == "__main__":
    main()

我得到了一堆不错的Excel文件。每个BATCH_ID一个文件,所有这些结果均已加载。效果很好。我需要做的是让列之一像这样的Excel下拉菜单:

Excel_Picture

我当然可以进入Excel并为每个文件创建它,但是我敢肯定,您可以说这只是示例数据。我将要制作数千个Excel文件。

如何使用Python中的内容使其中一列像图片中的内容一样下拉?有没有我可以利用的模板选项,我愿意接受任何东西。我可以控制SQL数据,因此可以添加值(如果有帮助的话)。预先感谢!

1 个答案:

答案 0 :(得分:0)

我无法使用Pandas添加下拉菜单,但是我可以像这样读回文件,对其进行更新并写回:

from openpyxl.worksheet.datavalidation import DataValidation
from openpyxl import load_workbook

def add_drop_down(file_path, file_name, row_total):
    print("adding drop down")
    wb = load_workbook("".join([file_path, file_name]))
    ws = wb['Sheet1']
    ws['S2'] = 'Yes'
    ws['S3'] = 'No'
    ws['S4'] = 'Maybe'
    ws['S5'] = 'OK'
    ws['S6'] = 'Not OK'
    ws['S7'] = 'Check'

    ws['T2'] = 'What1'
    ws['T3'] = 'What2'
    ws['T4'] = 'What3'

    current_row = 2
    while current_row < row_total + 2:
        data_val_results = DataValidation(type="list",formula1='=S2:S7')
        data_val_status = DataValidation(type="list",formula1='=T2:T4')

        ws.add_data_validation(data_val_results)
        ws.add_data_validation(data_val_status)

        row_results = "".join(["O", str(current_row)])
        row_status = "".join(["P", str(current_row)])

        data_val_results.add(ws[row_results])
        data_val_status.add(ws[row_status])

        current_row += 1
    wb.save("".join([file_path, file_name]))

enter image description here

可能有一种更聪明的方法来执行此操作,但是对于一次导出和发送它,这很好用!在此示例中,下拉列表一直沿工作表一直延伸到指定的行号。在此示例中,我还放置了两个不同的下拉菜单。感谢您为我指出正确的方向!