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Lagged iter avoid double io #960
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…t method NPYIterator is now a specialization of DataInMemoryIter
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For lag <= chunk size these changes make the lagged iteration as efficient as reading everything into memory.
naive_bpti_mem_req_h5.pdf
streaming_bpti_mem_req_h5.pdf