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docs: add udf rewriting blog post #10763

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Description of changes

Add a blog post detailing the experience of adding and rewriting a UDF using Ibis. The use-case is to perform predicate pushdown on a special UDF that is capable of running and pruning XGBoost trees.

Zulip chat: predicate pushdown mechanism that works on XGBoost/GBM models

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@github-actions github-actions bot added the docs Documentation related issues or PRs label Jan 31, 2025
@hussainsultan hussainsultan force-pushed the blog/ibis-udf-rewriting branch from a8fb151 to 2af0b1b Compare January 31, 2025 23:07
@hussainsultan hussainsultan force-pushed the blog/ibis-udf-rewriting branch from 2af0b1b to 41436cf Compare January 31, 2025 23:10
@hussainsultan hussainsultan force-pushed the blog/ibis-udf-rewriting branch from 7a48b0a to 0e565e1 Compare February 3, 2025 18:51
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@IndexSeek Ready for your review, when you get a chance. Thank you.

@IndexSeek IndexSeek added the docs-preview Add this label to trigger a docs preview label Feb 3, 2025
@ibis-docs-bot ibis-docs-bot bot removed the docs-preview Add this label to trigger a docs preview label Feb 3, 2025
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This looks great, @hussainsultan! I just proofread and gave some grammatical feedback. I tried quickgrove the other day, and it worked well!

We usually try not to exceed 90 characters per line to make it easier to review/edit, could you wrap those? (https://ibis-project.org/contribute/03_style#text-formatting)

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