使用 Python3 将字节 object 转换为 Pandas dataframe 会导致空的 Z6A8064B5DF479453550055C。 为什么？

Question

I was reading about Bytes libraries and Pandas and I think the answers in the following post should work for me:

How to convert bytes data into a python pandas dataframe?

However, neither of them are working.

I have a CSV file with a few content. When I load it to Odoo, it returns the file into a Bytes object. I want to read this Bytes object with pandas and convert it into a dataframe in order to using dataframe methods.

The Bytes object comes in the attribute file_to_import of my class (that is why you'll see self.file_to_import in my code). If I show its type it returns <class 'bytes'> . If I decode it, I get its respective string:

/UHJlY2lvIGRlIGNvbXByYSBkZSB0b2RvcyBsb3MgcHJvdmVlZG9yZXMgbyBzw7NsbyBkZSBlc3RlIHByb3ZlZWRvciBjb25jcmV0bz87O8K/Pzs7OztTdXN0aXR1aXIgQUlDIFNBIHBvciBzdSBjw7NkaWdvIHJhcm87Owo=

It looks OK, so this should be enough:

from io import BytesIO
import pandas as pd

df = pd.read_csv(BytesIO(self.file_to_import))

However, df does not have any rows, and if I check df.empty , it returns True , so the dataframe does not have any info. If I check the size of the BytesIO object before trying to convert it into a dataframe , it returns 1376 bytes, which seems to be OK, since Dolphin shows a size of 1,0 KiB (1.031) for the file.

x = BytesIO(self.file_to_import)
_logger.critical(x.getbuffer().nbytes)
df = pd.read_csv(x))

Can anyone tell me why is this happening? Why the dataframe is empty?

Answer 1

Your string is base64 encoded. You need to decode it before to use:

import base64

s = b"ZGVmYXVsdF9jb2RlO2...Jhcm87Owo="
s = base64.decodebytes(s)