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

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FBumann wants to merge 6 commits into
pydata:mainfrom
FBumann:perf/load-chunked-check-overhead
Open

perf: short-circuit duck-array dispatch helpers for numpy#11354
FBumann wants to merge 6 commits into
pydata:mainfrom
FBumann:perf/load-chunked-check-overhead

refactor: tighten is_dask_collection numpy guard to exact-type check

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succeeded May 27, 2026 in 9s