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https://issues.apache.org/jira/browse/ARROW-4313?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16753301#comment-16753301
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Tanya Schlusser commented on ARROW-4313:
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I've attached a diagram
[benchmark-data-model.png|https://issues.apache.org/jira/secure/attachment/12956481/benchmark-data-model.png]
and a corresponding {{.erdplus}} file
[benchmark-data-model.erdplus|https://issues.apache.org/jira/secure/attachment/12956482/benchmark-data-model.erdplus]
(JSON--viewable and editable by getting a free account on
[erdplus.com|https://erdplus.com/#/]) with a draft data model for everyone's
consideration. I tried to incorporate elements of both the codespeed and the
ASV projects.
Happy to modify per feedback—or leave this to a more experienced person if I'm
becoming the slow link.
Of course there will be a view with all of the relevant information joined.
> Define general benchmark database schema
> ----------------------------------------
>
> Key: ARROW-4313
> URL: https://issues.apache.org/jira/browse/ARROW-4313
> Project: Apache Arrow
> Issue Type: New Feature
> Components: Benchmarking
> Reporter: Wes McKinney
> Priority: Major
> Fix For: 0.13.0
>
> Attachments: benchmark-data-model.erdplus, benchmark-data-model.png
>
>
> Some possible attributes that the benchmark database should track, to permit
> heterogeneity of hardware and programming languages
> * Timestamp of benchmark run
> * Git commit hash of codebase
> * Machine unique name (sort of the "user id")
> * CPU identification for machine, and clock frequency (in case of
> overclocking)
> * CPU cache sizes (L1/L2/L3)
> * Whether or not CPU throttling is enabled (if it can be easily determined)
> * RAM size
> * GPU identification (if any)
> * Benchmark unique name
> * Programming language(s) associated with benchmark (e.g. a benchmark
> may involve both C++ and Python)
> * Benchmark time, plus mean and standard deviation if available, else NULL
> see discussion on mailing list
> https://lists.apache.org/thread.html/278e573445c83bbd8ee66474b9356c5291a16f6b6eca11dbbe4b473a@%3Cdev.arrow.apache.org%3E
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