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Compact categorical cut layout to observed codes, harden distributed CatContainer #12182

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Fix QuantileDMatrix OOM with sparse polars Categorical codes

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Compact categorical cut layout to observed codes, harden distributed CatContainer #12182

Fix QuantileDMatrix OOM with sparse polars Categorical codes
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