JuliaIO / JuliaIO/TranscodingStreams.jl
Poor performance when reading primitive types that aren't UInt8?
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Description
I am trying to read some data in a looping way, reading a mix of primitive types. Here's a simple MWE where I am just reading Int32s:
import TranscodingStreams
function writer()
open(joinpath(homedir(), "test.dat"), write=true) do io
write(io, rand(Int32, 1_000_000))
end
end
function reader()
open(TranscodingStreams.NoopStream, joinpath(homedir(), "test.dat")) do io
for i in 1:1_000_000
read(io, Int32)
# read(io, UInt8)
end
end
end
writer()
reader()
julia> @time reader()
0.025751 seconds (1.00 M allocations: 15.276 MiB)
This produces an allocation per read call, which becomes very slow in a tight loop! Reading 4 million UInt8s (see commented out line) has effectively zero allocations in the loop.
Is this expected behavior? Is my use-case uncommon? It does not seem to be specific to the NoopStream, since I first encountered it with the CodecZstd.ZsdtDecompressorStream.
Thanks.
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Research direction
Reproduce the allocation difference in the reported reader() MWE using TranscodingStreams.NoopStream, comparing read(io, Int32) with read(io, UInt8). Trace the read entry points involved in primitive-type reads and confirm that the completed work removes the per-call allocation without regressing the existing UInt8 behavior.
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Assessment
- Tech stack
- julia
- Domain
- performance
- Issue type
- Bug
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 35/100