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| 1 | +# Licensed to the Apache Software Foundation (ASF) under one |
| 2 | +# or more contributor license agreements. See the NOTICE file |
| 3 | +# distributed with this work for additional information |
| 4 | +# regarding copyright ownership. The ASF licenses this file |
| 5 | +# to you under the Apache License, Version 2.0 (the |
| 6 | +# "License"); you may not use this file except in compliance |
| 7 | +# with the License. You may obtain a copy of the License at |
| 8 | +# |
| 9 | +# http://www.apache.org/licenses/LICENSE-2.0 |
| 10 | +# |
| 11 | +# Unless required by applicable law or agreed to in writing, |
| 12 | +# software distributed under the License is distributed on an |
| 13 | +# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY |
| 14 | +# KIND, either express or implied. See the License for the |
| 15 | +# specific language governing permissions and limitations |
| 16 | +# under the License. |
| 17 | + |
| 18 | +import os |
| 19 | +import datafusion |
| 20 | +from datafusion.object_store import AmazonS3 |
| 21 | + |
| 22 | +region = "us-east-1" |
| 23 | +bucket_name = "yellow-trips" |
| 24 | + |
| 25 | +s3 = AmazonS3( |
| 26 | + bucket_name=bucket_name, |
| 27 | + region=region, |
| 28 | + access_key_id=os.getenv("AWS_ACCESS_KEY_ID"), |
| 29 | + secret_access_key=os.getenv("AWS_SECRET_ACCESS_KEY"), |
| 30 | +) |
| 31 | + |
| 32 | +ctx = datafusion.SessionContext() |
| 33 | +path = f"s3://{bucket_name}/" |
| 34 | +ctx.register_object_store(path, s3) |
| 35 | + |
| 36 | +ctx.register_parquet("trips", path) |
| 37 | + |
| 38 | +df = ctx.sql("select count(passenger_count) from trips") |
| 39 | +df.show() |
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