Feature: Implement multithreaded reads in hdf5#6167
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OmkarAgnihotri wants to merge 1 commit intoHDFGroup:developfrom
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Feature: Implement multithreaded reads in hdf5#6167OmkarAgnihotri wants to merge 1 commit intoHDFGroup:developfrom
OmkarAgnihotri wants to merge 1 commit intoHDFGroup:developfrom
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This Pull Request implements a Proof-Of-Concept for multithreaded chunk reads for hyperslab selections over chunked datasets in hdf5. The high level idea is to bypass the thread unsafe chunk cache (`H5D_rdcc_t`) and the page buffer (`H5PB_t`). This works in two phases: 1. Serial phase - Accumulate chunk addresses/offsets 2. Parallel phase - Read raw data for the given chunks - Apply filter pipelines - Copy data to appropriate locations in the memory space
Member
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Great work @OmkarAgnihotri . Just to clarify the use case/assumptions:
Is that a fair description? |
Author
Yes, all the 6 points exactly describe the use case. Thanks @gheber for the clear summary. |
Member
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I'd add:
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This Pull Request implements a Proof-Of-Concept for multithreaded chunk
reads for hyperslab selections over chunked datasets in hdf5.
The high level idea is to bypass the thread unsafe chunk cache (
H5D_rdcc_t)and the page buffer (
H5PB_t).This works in two phases:
Important
Implements multithreaded chunk reads for hyperslab selections in HDF5, bypassing thread-unsafe components and using OpenMP for parallel processing.
H5D__chunk_read()inH5Dchunk.c.H5D_rdcc_tandH5PB_t.H5D_chunk_info_light_tinH5Dpkg.hfor parallel I/O operations.This description was created by
for 8cc195a. You can customize this summary. It will automatically update as commits are pushed.