[Haskell-cafe] PSA: If you're serializing floating point numbers, don't use binary
f at mazzo.li
Tue Feb 9 10:46:07 UTC 2016
`cereal` and `bytestring` `Builder` work by encoding to a big-endian `Word64`. A bit more expensive than a blind `unsafeCoerce`, but same idea.
> On 9 Feb 2016, at 11:40, Tom Nielsen <tomn at beautifuldestinations.com> wrote:
> I unsafeCoerce to Word64 first. This usually helps in making the output compatible with non-Haskell applications and is much faster.
> On Tue, Feb 9, 2016 at 10:19 AM, Francesco Mazzoli <f at mazzo.li <mailto:f at mazzo.li>> wrote:
> Serialization of floating point numbers with binary is fantastically slow and incorrect if you’re using NaNs, see
> https://github.com/kolmodin/binary/issues/64 <https://github.com/kolmodin/binary/issues/64>
> https://github.com/kolmodin/binary/issues/69 <https://github.com/kolmodin/binary/issues/69>
> I recently spent half a day debugging performance problems because of this, and since backwards compatibility with older formats is required, this problem is probably not going to be solved.
> We decided to switch to cereal for this reason. With some patches <https://github.com/GaloisInc/cereal/pull/46> cereal was 30x faster for the data we were serializing (scientific computing, mostly Doubles packed in nested records containing vectors).
> The size of the serialized data is also roughly 3 times smaller – with binary a Double takes at least 25 bytes of space instead of 8. With Float it’s even worse, 25 bytes instead of 8.
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