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Conslidate benchmark runner documentation #21935

@alamb

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@alamb

It would be great to have a single entry point for SQL benchmarks that’s easy to discover and use. A couple of ideas toward that goal:

  • Move user-facing documentation to benchmarks/README.md, and keep benchmarks/sql_benchmarks/README.md focused on internal runner details
  • Support a local config file (e.g., toml) with env vars as overrides. I feel managing many env vars locally is cumbersome.

Originally posted by @2010YOUY01 in #21707 (review)

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