Azure 函数 - Pandas 数据帧到 Excel，写入 outputBlob 流

Question

我正在尝试将 DataFrame 从 Azure 函数写入 outputBlob。我无法确定要使用哪个 io 流。

我的函数如下所示：

    import io
    import xlrd
    import pandas as pd

    def main(myblob: func.InputStream, outputBlob: func.Out[func.InputStream]):
        logging.info(f"Python blob trigger function processed blob \n"
                     f"Name: {myblob.name}\n"
                     f"Blob Size: {myblob.length} bytes")
    
        input_file = xlrd.open_workbook(file_contents = myblob.read())
        df = pd.read_excel(input_file)
        if not df.empty:
            output = io.BytesIO()
            outputBlob.set(runway1.to_excel(output))

我们如何将 DataFrame 保存到 Azure 函数可识别的流中以将 excel 写入存储容器？

Answer 1

如果要将DataFrame作为excel保存到Azure blob存储，请参考以下示例

1. SDK

azure-functions==1.3.0
numpy==1.19.0
pandas==1.0.5
python-dateutil==2.8.1
pytz==2020.1
six==1.15.0
xlrd==1.2.0
XlsxWriter==1.2.9

1. 代码

import logging
import io
import xlrd
import pandas as pd
import xlsxwriter 
import azure.functions as func


async def main(myblob: func.InputStream,outputblob: func.Out[func.InputStream]):
    
    logging.info(f"Python blob trigger function processed blob \n"
                 f"Name: {myblob.name}\n")
    input_file = xlrd.open_workbook(file_contents = myblob.read())
    df = pd.read_excel(input_file)
    if not df.empty:
            xlb=io.BytesIO()
            writer = pd.ExcelWriter(xlb, engine= 'xlsxwriter')
            df.to_excel(writer,index=False)
            writer.save()
            xlb.seek(0) 
            outputblob.set(xlb)
            logging.info("OK")