Predictive Hacks

How to Read Directly with Pandas a CSV file hosted in S3

You can directly read a CSV file that is in S3 with Pandas, without having to download it. Below, we provide an example:

import boto3
import pandas as pd

s3 = boto3.client('s3')
obj = s3.get_object(Bucket='my_bucket', Key='path1/myfile.csv')
df = pd.read_csv(obj['Body'])

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