docs: add ibis-bench blog

[lostmygithubaccount]

Description of changes

create a blog on Ibis benchmarking with ibis-bench

Issues closed

[lostmygithubaccount]

still a work in progress, opening for feedback

[ibis-docs-bot]

Docs preview: https://pr-9391-2159e304467e41c530cabce1caff8b51587e4cca--ibis-quarto.netlify.app

[cpcloud]

Just a few comments for now, will review more thoroughly next week!

[ibis-docs-bot]

Docs preview: https://pr-9391-c81328bc330519827bfcbc42564ab0934556e68f--ibis-quarto.netlify.app

[ibis-docs-bot]

Docs preview: https://pr-9391-2b929e7a7f0b9ec4e82f55765fff5117a3e9289a--ibis-quarto.netlify.app

[ianmcook]

It'd be good to explicitly say somewhere that this is not an official TPC-H benchmark.

[lostmygithubaccount]

It'd be good to explicitly say somewhere that this is not an official TPC-H benchmark.

it is buried in there, I'll do something more explicit. datafusion has some explicit language I could steal reuse: https://github.com/apache/datafusion-benchmarks?tab=readme-ov-file#tpc-legal-considerations

[ibis-docs-bot]

Docs preview: https://pr-9391-8a1496ef180e22c9cd9817c307607e7aa761fe68--ibis-quarto.netlify.app

[lostmygithubaccount]

@cpcloud @ianmcook updated if you can re-review. also shared in communities for any final feedback, hoping to push this on Monday

direct preview link: https://pr-9391-8a1496ef180e22c9cd9817c307607e7aa761fe68--ibis-quarto.netlify.app/posts/ibis-bench/

[cpcloud]

Few comments/suggested edits.

[cpcloud]

Suggested change

	across 8 tables. The queries are designed to test the performance of a database
	(or dataframe!) on a variety of tasks including filtering, aggregation, and
	across 8 tables. The queries are designed to test the performance of a query engine
	on a variety of tasks including filtering, aggregation, and

[lostmygithubaccount]

I disagree with this change -- TPC-H is clearly initially designed for databases, and I want to make the point (perhaps more explicitly somewhere) that Ibis brings the best of database technology including query engines to dataframes

[cpcloud]

Fair enough, but the parenthetical seems out of place to me here then. Why point out the parenthetical if it's specifically designed for databases? Seems distracting.

[cpcloud]

This also isn't blocking.

[lostmygithubaccount]

how's:

The SQL (or dataframe) code representing the queries is
designed to test the performance of a query engine on a variety of tasks
including filtering, aggregation, and joins.

?

[cpcloud]

I just don't like parentheticals. What value is it adding here?

[ibis-docs-bot]

Docs preview: https://pr-9391-4c858ce1abd6cadb998e98fea98f68bfe15bb3f3--ibis-quarto.netlify.app