Python: How to read and load an excel file from AWS S3?

Question

I have uploaded an excel file to AWS S3 bucket and now I want to read it in python. Any help would be appreciated. Here is what I have achieved so far,

impo         


        

Answer 1

Spent quite some time on it and here's how I got it working,

import boto3
import io
import pandas as pd
import json

aws_id = ''
aws_secret = ''
bucket_name = ''
object_key = ''

s3 = boto3.client('s3', aws_access_key_id=aws_id, aws_secret_access_key=aws_secret)
obj = s3.get_object(Bucket=bucket_name, Key=object_key)
data = obj['Body'].read()
df = pd.read_excel(io.BytesIO(data), encoding='utf-8')