Add rm query option

[fferflo]

Implemented the feature request from #188 since I was producing lots of superfluous dummy runs when testing my training code.

• Add a --query option to aim experiment rm that removes all runs matching the QL expression
• Add a --dry option to aim experiment rm to not delete anything and just print the deletion steps
• Add run.duration and no_metrics to QL to easily find and delete dummy runs

Example usage:

aim experiment rm -n experiment_name1 -q "run.duration < 1800 and run.process.finish"
aim experiment rm -q "experiment == experiment_name1 and no_metrics" --dry

[gorarakelyan]

Hi @fferflo,

Thanks for the contribution. Great enhancement! Will review the PR soon 😊

[gorarakelyan]

@fferflo sorry for the late reply. The thing is, we are currently redesigning query language - mainly statements and we are going to add explicit delete statement for deleting the tracked entities(runs, metrics, steps etc). That will affect some cli changes as well. QL "expressions" will not be changed and I will make sure to come back and integrate this PR into the new interface right after the alpha version is ready. Thanks for your time and contribution!

[SGevorg]

@gorarakelyan maybe it makes sense to leave this PR On hold before we release the updated version?

[gorarakelyan]

@SGevorg yup, makes sense

[fferflo]

Sure, I'm fine with anything :)

[CLAassistant]

Thank you for your submission! We really appreciate it. Like many open source projects, we ask that you sign our Contributor License Agreement before we can accept your contribution.
_{You have signed the CLA already but the status is still pending? Let us recheck it.}

[gorarakelyan]

closing the PR as it is based on the legacy code. with the upcoming Aim v4 the mentioned functionality is available out-of-the-box!