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feat: add example of reading parquet from s3 (#460)
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mesejo authored Aug 22, 2023
1 parent 499f045 commit 9c643bf
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# Licensed to the Apache Software Foundation (ASF) under one
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# to you under the Apache License, Version 2.0 (the
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# http://www.apache.org/licenses/LICENSE-2.0
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import os
import datafusion
from datafusion.object_store import AmazonS3

region = "us-east-1"
bucket_name = "yellow-trips"

s3 = AmazonS3(
bucket_name=bucket_name,
region=region,
access_key_id=os.getenv("AWS_ACCESS_KEY_ID"),
secret_access_key=os.getenv("AWS_SECRET_ACCESS_KEY"),
)

ctx = datafusion.SessionContext()
path = f"s3://{bucket_name}/"
ctx.register_object_store(path, s3)

ctx.register_parquet("trips", path)

df = ctx.sql("select count(passenger_count) from trips")
df.show()

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