Zstd Go Wrapper
All C files from Zstd have been removed from the distribution; instead the shared library is used. This version has been tested against zStd library version 1.0.
This version has been tested and used in Datadog production environment and is safe for use.
There are two main APIs:
- simple Compress/Decompress
- streaming API (io.Reader/io.Writer)
The compress/decompress APIs mirror that of lz4, while the streaming API was designed to be a drop-in replacement for zlib.
// Compress compresses the byte array given in src and writes it to dst. // If you already have a buffer allocated, you can pass it to prevent allocation // If not, you can pass nil as dst. // If the buffer is too small, it will be reallocated, resized, and returned bu the function // If dst is nil, this will allocate the worst case size (CompressBound(src)) Compress(dst, src byte) (byte, error)
// CompressLevel is the same as Compress but you can pass another compression level CompressLevel(dst, src byte, level int) (byte, error)
// Decompress will decompress your payload into dst. // If you already have a buffer allocated, you can pass it to prevent allocation // If not, you can pass nil as dst (allocates a 4*src size as default). // If the buffer is too small, it will retry 3 times by doubling the dst size // After max retries, it will switch to the slower stream API to be sure to be able // to decompress. Currently switches if compression ratio > 4*2**3=32. Decompress(dst, src byte) (byte, error)
// NewWriter creates a new object that can optionally be initialized with // a precomputed dictionary. If dict is nil, compress without a dictionary. // The dictionary array should not be changed during the use of this object. // You MUST CALL Close() to write the last bytes of a zstd stream and free C objects. NewWriter(w io.Writer) *Writer NewWriterLevel(w io.Writer, level int) *Writer NewWriterLevelDict(w io.Writer, level int, dict byte) *Writer // Write compresses the input data and write it to the underlying writer (w *Writer) Write(p byte) (int, error) // Close flushes the buffer and frees C zstd objects (w *Writer) Close() error
// NewReader returns a new io.ReadCloser that will decompress data from the // underlying reader. If a dictionary is provided to NewReaderDict, it must // not be modified until Close is called. It is the caller's responsibility // to call Close, which frees up C objects. NewReader(r io.Reader) io.ReadCloser NewReaderDict(r io.Reader, dict byte) io.ReadCloser
The author of Zstd also wrote lz4. Zstd is intended to occupy a speed/ratio level similar to what zlib currently provides. In our tests, the can always be made to be better than zlib by chosing an appropriate level while still keeping compression and decompression time faster than zlib.
Compression of a 7Mb pdf zstd (this wrapper) vs czlib:
BenchmarkCompression 5 221056624 ns/op 67.34 MB/s BenchmarkDecompression 100 18370416 ns/op 810.32 MB/s BenchmarkFzlibCompress 2 610156603 ns/op 24.40 MB/s BenchmarkFzlibDecompress 20 81195246 ns/op 183.33 MB/s
Ratio is also better by a margin of ~20%. Compression speed is always better than zlib on all the payloads we tested; However, czlib has optimisations that make it faster at decompressiong small payloads:
Testing with size: 11... czlib: 8.97 MB/s, zstd: 3.26 MB/s Testing with size: 27... czlib: 23.3 MB/s, zstd: 8.22 MB/s Testing with size: 62... czlib: 31.6 MB/s, zstd: 19.49 MB/s Testing with size: 141... czlib: 74.54 MB/s, zstd: 42.55 MB/s Testing with size: 323... czlib: 155.14 MB/s, zstd: 99.39 MB/s Testing with size: 739... czlib: 235.9 MB/s, zstd: 216.45 MB/s Testing with size: 1689... czlib: 116.45 MB/s, zstd: 345.64 MB/s Testing with size: 3858... czlib: 176.39 MB/s, zstd: 617.56 MB/s Testing with size: 8811... czlib: 254.11 MB/s, zstd: 824.34 MB/s Testing with size: 20121... czlib: 197.43 MB/s, zstd: 1339.11 MB/s Testing with size: 45951... czlib: 201.62 MB/s, zstd: 1951.57 MB/s
zstd starts to shine with payloads > 1KB
Stability - Current state: STABLE
The C library seems to be pretty stable and according to the author has been tested and fuzzed.
For the Go wrapper, the test cover most usual cases and we have succesfully tested it on all staging and prod data.