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DataFusion 54's `create_hashes` uses foldhash instead of ahash, so the concrete hash values (and therefore split assignments) differ from the DF53 baseline: - `test_hash_split` (Rust): recompute the expected per-split counts. - `test_split_hash_with_discard` (Python): hash a high-cardinality column instead of the 2-value `category`, so the discard ratio no longer hinges on where two specific hashes land. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>