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import boto3
# Connect to the S3 service
s3 = boto3.client('s3')
# Set the name of the source and destination buckets
source_bucket = 'my-source-bucket'
destination_bucket = 'my-destination-bucket'
# Set the name of the source and destination objects
source_object = 'big_data_file.csv'
destination_object = 'query_results.csv'
# Download the data from the source bucket
s3.download_file(source_bucket, source_object, '/tmp/big_data_file.csv')
# Open the file and perform the query
with open('/tmp/big_data_file.csv', 'r') as f:
data = f.read()
# Perform the query here
query_results = data # Placeholder, replace with actual query
# Save the query results to a file
with open('/tmp/query_results.csv', 'w') as f:
f.write(query_results)
# Upload the query results to the destination bucket
s3.upload_file('/tmp/query_results.csv', destination_bucket, destination_object)
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