Prechecks for asv

[grusev]

Reference Issues/PRs

What does this implement or fix?

There are couple of checks that need to be done before making sure asv benchmark tests are ok to be merged:

Check that code of tests is ok and can run

asv check --python=same

Checks that versions of benchmark tests are up to date in asv,conf.json

asv run --bench just-discover --python=same

this PR will prepare a script which can be run by anyone before making PR for review as well as github action that will execute it to confirm all is ok

A new python utility is added to do the required checks. Usage:

python python/utils/asv_checks.py

This tool now can be used in a github action to do automatic check

Successfull check of Job: https://github.com/man-group/ArcticDB/actions/runs/12713349006/job/35441035657

A job failed because benchmark.json not up to date: https://github.com/man-group/ArcticDB/actions/runs/12711972129/job/35436505808

Any other comments?

Checklist

Checklist for code changes...

• Have you updated the relevant docstrings, documentation and copyright notice?
• Is this contribution tested against all ArcticDB's features?
• Do all exceptions introduced raise appropriate error messages?
• Are API changes highlighted in the PR description?
• Is the PR labelled as enhancement or bug so it appears in autogenerated release notes?