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Posted to issues@arrow.apache.org by "ASF GitHub Bot (Jira)" <ji...@apache.org> on 2020/05/16 16:46:00 UTC
[jira] [Updated] (ARROW-8782) [Rust] [DataFusion] Add benchmarks
based on NYC Taxi data set
[ https://issues.apache.org/jira/browse/ARROW-8782?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]
ASF GitHub Bot updated ARROW-8782:
----------------------------------
Labels: pull-request-available (was: )
> [Rust] [DataFusion] Add benchmarks based on NYC Taxi data set
> -------------------------------------------------------------
>
> Key: ARROW-8782
> URL: https://issues.apache.org/jira/browse/ARROW-8782
> Project: Apache Arrow
> Issue Type: Improvement
> Components: Rust, Rust - DataFusion
> Reporter: Andy Grove
> Assignee: Andy Grove
> Priority: Major
> Labels: pull-request-available
> Fix For: 1.0.0
>
> Time Spent: 10m
> Remaining Estimate: 0h
>
> I plan on adding a new benchmarks folder beneatch the datafusion crate, containing benchmarks based on the NYC Taxi data set. The benchmark will be a CLI and will support running a number of different queries against CSV and Parquet.
> The README will contain instructions for downloading the data set.
> The benchmark will produce CSV files containing results.
> These benchmarks will allow us to manually verify performance before major releases and on an ongoing basis as we make changes to Arrow/Parquet/DataFusion.
> I will be basing this on existing benchmarks I recently built in Ballista [1] (I am the only contributor to these benchmarks so far).
> A dockerfile will be provided, making it easy to restrict CPU and RAM when running these benchmarks.
> [1] https://github.com/ballista-compute/ballista/tree/master/rust/benchmarks
>
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