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https://issues.apache.org/jira/browse/SPARK-36024?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=17388969#comment-17388969
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Steve Loughran commented on SPARK-36024:
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yes, you can change the example. For hadoop we're trying to keep the landsat 
file around, because removing it breaks regression testing all old releases.

> Switch the datasource example due to the depreciation of the dataset
> --------------------------------------------------------------------
>
>                 Key: SPARK-36024
>                 URL: https://issues.apache.org/jira/browse/SPARK-36024
>             Project: Spark
>          Issue Type: Documentation
>          Components: Documentation
>    Affects Versions: 3.1.2
>            Reporter: Leona Yoda
>            Priority: Trivial
>
> The S3 bucket that used for an example in "Integration with Cloud 
> Infrastructures" document will be deleted on Jul 1, 2021 
> [https://registry.opendata.aws/landsat-8/ 
> |https://registry.opendata.aws/landsat-8/]
> The dataset will move to another bucket but it requires `--request-payer 
> requester` option so users have to pay S3 cost. 
> [https://registry.opendata.aws/usgs-landsat/]
>  
> So I think it's better to change the datasource like this.
> [https://github.com/yoda-mon/spark/commit/cdb24acdbb57a429e5bf1729502653b91a600022]
>  
> I chose [NYC Taxi data| 
> [https://registry.opendata.aws/nyc-tlc-trip-records-pds/|https://registry.opendata.aws/nyc-tlc-trip-records-pds/),]]
>  here for an example. 
>  Unlike landat data it's not compressed, but it is just an example and there 
> are several tutorials using Spark  (e.g. 
> [https://github.com/aws-samples/amazon-eks-apache-spark-etl-sample)]
>  
> Reed test result
> {code:java}
> scala> sc.textFile("s3a://nyc-tlc/misc/taxi 
> _zone_lookup.csv").take(10).foreach(println) 
> "LocationID","Borough","Zone","service_zone" 1,"EWR","Newark Airport","EWR" 
> 2,"Queens","Jamaica Bay","Boro Zone" 3,"Bronx","Allerton/Pelham 
> Gardens","Boro Zone" 4,"Manhattan","Alphabet City","Yellow Zone" 5,"Staten 
> Island","Arden Heights","Boro Zone" 6,"Staten Island","Arrochar/Fort 
> Wadsworth","Boro Zone" 7,"Queens","Astoria","Boro Zone" 8,"Queens","Astoria 
> Park","Boro Zone" 9,"Queens","Auburndale","Boro Zone"
> {code}



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