Reading a file from a private S3 bucket to a pandas dataframe

Question

I\'m trying to read a CSV file from a private S3 bucket to a pandas dataframe:

df = pandas.read_csv(\'s3://mybucket/file.csv\')

I can read

Answer 1

import pandas as pd
import boto3
from io import StringIO

# Read CSV
s3 = boto3.client('s3',endpoint_url,aws_access_key_id=,aws_secret_access_key)
read_file = s3.get_object(Bucket, Key)
df = pd.read_csv(read_file['Body'],sep=',')

# Write CSV
csv_buffer = StringIO()
df.to_csv(csv_buffer)
s3.put_object(Bucket, Key,Body=csv_buffer.getvalue())