Update dependency xgboost to v2.1.2

[renovate]

This PR contains the following updates:

Package	Change	Age	Adoption	Passing	Confidence
xgboost	==2.1.1 -> ==2.1.2

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Release Notes

dmlc/xgboost (xgboost)

v2.1.2: 2.1.2 Patch Release

Compare Source

The 2.1.2 patch release makes the following bug fixes:

• Clean up and modernize release-artifacts.py (#​10818)
• Fix ellpack categorical feature with missing values. (#​10906)
• Fix unbiased ltr with training continuation. (#​10908)
• Fix potential race in feature constraint. (#​10719)
• Fix boolean array for arrow-backed DF. (#​10527)
• Ensure that pip check does not fail due to a bad platform tag (#​10755)
• Check cub errors (#​10721)
• Limit the maximum number of threads. (#​10872)
• Fixes for large size clusters. (#​10880)
• POSIX compliant poll.h and mmap (#​10767)

Additional artifacts:

You can verify the downloaded packages by running the following command on your Unix shell:

echo "<hash> <artifact>" | shasum -a 256 --check

a84fc7d9846c24659a2ad16788a7eefa9640b19eea9bbc65f30e0a9d53c52453  xgboost-2.1.2.tar.gz
999eff38533ea79ab3a1f0da524c54f6d0abd2ef220b6dbb9ba1331703e898bc  xgboost_r_gpu_linux_2.1.2.tar.gz

Experimental binary packages for R with CUDA enabled

• xgboost_r_gpu_linux_2.1.2.tar.gz: Download

Source tarball

• xgboost.tar.gz: Download

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[ethanglaser]

/intelci: run