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[Benchmarking] Performs a benchmark run with archery #21561

@asfimport

Description

@asfimport

Run all regression benchmarks, consume output and re-format according to the format required by dev/benchmarking specification and/or push to upstream database.

This would be implemented as archery benchmark run. Provide facility to save/load results as a StaticRunner (such that it can be re-used in comparison without running the benchmark again).

Reporter: Francois Saint-Jacques / @fsaintjacques
Assignee: Francois Saint-Jacques / @fsaintjacques

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PRs and other links:

Note: This issue was originally created as ARROW-5071. Please see the migration documentation for further details.

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