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perf: short-circuit duck-array dispatch helpers for numpy #11354

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refactor: tighten is_dask_collection numpy guard to exact-type check

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perf: short-circuit duck-array dispatch helpers for numpy #11354

refactor: tighten is_dask_collection numpy guard to exact-type check
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succeeded May 27, 2026 in 9s