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9cd4e65191
It's just a config wrapper that passes "use less memory at the expense of compression" parameters by default, so that we don't accidentally construct resource-hungry (de)compressors. Also includes a benchmark that measures the memory cost of the small variants vs. the stock variants. The savings are significant on both compressors (~8x less memory) and decompressors (~1.4x less, not including the savings from the significantly smaller window on the compression side - with those savings included it's more like ~140x smaller). BenchmarkSmallEncoder-8 56174 19354 ns/op 31 B/op 0 allocs/op BenchmarkSmallEncoderWithBuild-8 2900 382940 ns/op 1746547 B/op 36 allocs/op BenchmarkStockEncoder-8 48921 25761 ns/op 286 B/op 0 allocs/op BenchmarkStockEncoderWithBuild-8 426 2630241 ns/op 13843842 B/op 124 allocs/op BenchmarkSmallDecoder-8 123814 9344 ns/op 0 B/op 0 allocs/op BenchmarkSmallDecoderWithBuild-8 41547 27455 ns/op 27694 B/op 31 allocs/op BenchmarkStockDecoder-8 129832 9417 ns/op 1 B/op 0 allocs/op BenchmarkStockDecoderWithBuild-8 25561 51751 ns/op 39607 B/op 92 allocs/op Signed-off-by: David Anderson <danderson@tailscale.com>
80 lines
3.3 KiB
Go
80 lines
3.3 KiB
Go
// Copyright (c) 2020 Tailscale Inc & AUTHORS All rights reserved.
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// Use of this source code is governed by a BSD-style
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// license that can be found in the LICENSE file.
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// Package smallzstd produces zstd encoders and decoders optimized for
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// low memory usage, at the expense of compression efficiency.
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//
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// This package is optimized primarily for the memory cost of
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// compressing and decompressing data. We reduce this cost in two
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// major ways: disable parallelism within the library (i.e. don't use
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// multiple CPU cores to decompress), and drop the compression window
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// down from the defaults of 4-16MiB, to 8kiB.
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//
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// Decompressors cost 2x the window size in RAM to run, so by using an
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// 8kiB window, we can run ~1000 more decompressors per unit of memory
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// than with the defaults.
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//
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// Depending on context, the benefit is either being able to run more
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// decoders (e.g. in our logs processing system), or having a lower
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// memory footprint when using compression in network protocols
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// (e.g. in tailscaled, which should have a minimal RAM cost).
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package smallzstd
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import (
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"io"
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"github.com/klauspost/compress/zstd"
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)
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// WindowSize is the window size used for zstd compression. Decoder
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// memory usage scales linearly with WindowSize.
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const WindowSize = 8 << 10 // 8kiB
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// NewDecoder returns a zstd.Decoder configured for low memory usage,
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// at the expense of decompression performance.
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func NewDecoder(r io.Reader, options ...zstd.DOption) (*zstd.Decoder, error) {
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defaults := []zstd.DOption{
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// Default is GOMAXPROCS, which costs many KiB in stacks.
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zstd.WithDecoderConcurrency(1),
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// Default is to allocate more upfront for performance. We
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// prefer lower memory use and a bit of GC load.
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zstd.WithDecoderLowmem(true),
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// You might expect to see zstd.WithDecoderMaxMemory
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// here. However, it's not terribly safe to use if you're
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// doing stateless decoding, because it sets the maximum
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// amount of memory the decompressed data can occupy, rather
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// than the window size of the zstd stream. This means a very
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// compressible piece of data might violate the max memory
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// limit here, even if the window size (and thus total memory
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// required to decompress the data) is small.
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//
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// As a result, we don't set a decoder limit here, and rely on
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// the encoder below producing "cheap" streams. Callers are
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// welcome to set their own max memory setting, if
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// contextually there is a clearly correct value (e.g. it's
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// known from the upper layer protocol that the decoded data
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// can never be more than 1MiB).
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}
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return zstd.NewReader(r, append(defaults, options...)...)
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}
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// NewEncoder returns a zstd.Encoder configured for low memory usage,
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// both during compression and at decompression time, at the expense
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// of performance and compression efficiency.
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func NewEncoder(w io.Writer, options ...zstd.EOption) (*zstd.Encoder, error) {
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defaults := []zstd.EOption{
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// Default is GOMAXPROCS, which costs many KiB in stacks.
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zstd.WithEncoderConcurrency(1),
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// Default is several MiB, which bloats both encoders and
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// their corresponding decoders.
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zstd.WithWindowSize(WindowSize),
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// Encode zero-length inputs in a way that the `zstd` utility
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// can read, because interoperability is handy.
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zstd.WithZeroFrames(true),
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}
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return zstd.NewWriter(w, append(defaults, options...)...)
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}
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