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authordependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>2022-01-18 20:24:14 +0100
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+# S2 Compression
+
+S2 is an extension of [Snappy](https://github.com/google/snappy).
+
+S2 is aimed for high throughput, which is why it features concurrent compression for bigger payloads.
+
+Decoding is compatible with Snappy compressed content, but content compressed with S2 cannot be decompressed by Snappy.
+This means that S2 can seamlessly replace Snappy without converting compressed content.
+
+S2 can produce Snappy compatible output, faster and better than Snappy.
+If you want full benefit of the changes you should use s2 without Snappy compatibility.
+
+S2 is designed to have high throughput on content that cannot be compressed.
+This is important, so you don't have to worry about spending CPU cycles on already compressed data.
+
+## Benefits over Snappy
+
+* Better compression
+* Adjustable compression (3 levels)
+* Concurrent stream compression
+* Faster decompression, even for Snappy compatible content
+* Ability to quickly skip forward in compressed stream
+* Compatible with reading Snappy compressed content
+* Smaller block size overhead on incompressible blocks
+* Block concatenation
+* Uncompressed stream mode
+* Automatic stream size padding
+* Snappy compatible block compression
+
+## Drawbacks over Snappy
+
+* Not optimized for 32 bit systems.
+* Streams use slightly more memory due to larger blocks and concurrency (configurable).
+
+# Usage
+
+Installation: `go get -u github.com/klauspost/compress/s2`
+
+Full package documentation:
+
+[![godoc][1]][2]
+
+[1]: https://godoc.org/github.com/klauspost/compress?status.svg
+[2]: https://godoc.org/github.com/klauspost/compress/s2
+
+## Compression
+
+```Go
+func EncodeStream(src io.Reader, dst io.Writer) error {
+ enc := s2.NewWriter(dst)
+ _, err := io.Copy(enc, src)
+ if err != nil {
+ enc.Close()
+ return err
+ }
+ // Blocks until compression is done.
+ return enc.Close()
+}
+```
+
+You should always call `enc.Close()`, otherwise you will leak resources and your encode will be incomplete.
+
+For the best throughput, you should attempt to reuse the `Writer` using the `Reset()` method.
+
+The Writer in S2 is always buffered, therefore `NewBufferedWriter` in Snappy can be replaced with `NewWriter` in S2.
+It is possible to flush any buffered data using the `Flush()` method.
+This will block until all data sent to the encoder has been written to the output.
+
+S2 also supports the `io.ReaderFrom` interface, which will consume all input from a reader.
+
+As a final method to compress data, if you have a single block of data you would like to have encoded as a stream,
+a slightly more efficient method is to use the `EncodeBuffer` method.
+This will take ownership of the buffer until the stream is closed.
+
+```Go
+func EncodeStream(src []byte, dst io.Writer) error {
+ enc := s2.NewWriter(dst)
+ // The encoder owns the buffer until Flush or Close is called.
+ err := enc.EncodeBuffer(buf)
+ if err != nil {
+ enc.Close()
+ return err
+ }
+ // Blocks until compression is done.
+ return enc.Close()
+}
+```
+
+Each call to `EncodeBuffer` will result in discrete blocks being created without buffering,
+so it should only be used a single time per stream.
+If you need to write several blocks, you should use the regular io.Writer interface.
+
+
+## Decompression
+
+```Go
+func DecodeStream(src io.Reader, dst io.Writer) error {
+ dec := s2.NewReader(src)
+ _, err := io.Copy(dst, dec)
+ return err
+}
+```
+
+Similar to the Writer, a Reader can be reused using the `Reset` method.
+
+For the best possible throughput, there is a `EncodeBuffer(buf []byte)` function available.
+However, it requires that the provided buffer isn't used after it is handed over to S2 and until the stream is flushed or closed.
+
+For smaller data blocks, there is also a non-streaming interface: `Encode()`, `EncodeBetter()` and `Decode()`.
+Do however note that these functions (similar to Snappy) does not provide validation of data,
+so data corruption may be undetected. Stream encoding provides CRC checks of data.
+
+It is possible to efficiently skip forward in a compressed stream using the `Skip()` method.
+For big skips the decompressor is able to skip blocks without decompressing them.
+
+## Single Blocks
+
+Similar to Snappy S2 offers single block compression.
+Blocks do not offer the same flexibility and safety as streams,
+but may be preferable for very small payloads, less than 100K.
+
+Using a simple `dst := s2.Encode(nil, src)` will compress `src` and return the compressed result.
+It is possible to provide a destination buffer.
+If the buffer has a capacity of `s2.MaxEncodedLen(len(src))` it will be used.
+If not a new will be allocated.
+
+Alternatively `EncodeBetter`/`EncodeBest` can also be used for better, but slightly slower compression.
+
+Similarly to decompress a block you can use `dst, err := s2.Decode(nil, src)`.
+Again an optional destination buffer can be supplied.
+The `s2.DecodedLen(src)` can be used to get the minimum capacity needed.
+If that is not satisfied a new buffer will be allocated.
+
+Block function always operate on a single goroutine since it should only be used for small payloads.
+
+# Commandline tools
+
+Some very simply commandline tools are provided; `s2c` for compression and `s2d` for decompression.
+
+Binaries can be downloaded on the [Releases Page](https://github.com/klauspost/compress/releases).
+
+Installing then requires Go to be installed. To install them, use:
+
+`go install github.com/klauspost/compress/s2/cmd/s2c && go install github.com/klauspost/compress/s2/cmd/s2d`
+
+To build binaries to the current folder use:
+
+`go build github.com/klauspost/compress/s2/cmd/s2c && go build github.com/klauspost/compress/s2/cmd/s2d`
+
+
+## s2c
+
+```
+Usage: s2c [options] file1 file2
+
+Compresses all files supplied as input separately.
+Output files are written as 'filename.ext.s2' or 'filename.ext.snappy'.
+By default output files will be overwritten.
+Use - as the only file name to read from stdin and write to stdout.
+
+Wildcards are accepted: testdir/*.txt will compress all files in testdir ending with .txt
+Directories can be wildcards as well. testdir/*/*.txt will match testdir/subdir/b.txt
+
+File names beginning with 'http://' and 'https://' will be downloaded and compressed.
+Only http response code 200 is accepted.
+
+Options:
+ -bench int
+ Run benchmark n times. No output will be written
+ -blocksize string
+ Max block size. Examples: 64K, 256K, 1M, 4M. Must be power of two and <= 4MB (default "4M")
+ -c Write all output to stdout. Multiple input files will be concatenated
+ -cpu int
+ Compress using this amount of threads (default 32)
+ -faster
+ Compress faster, but with a minor compression loss
+ -help
+ Display help
+ -o string
+ Write output to another file. Single input file only
+ -pad string
+ Pad size to a multiple of this value, Examples: 500, 64K, 256K, 1M, 4M, etc (default "1")
+ -q Don't write any output to terminal, except errors
+ -rm
+ Delete source file(s) after successful compression
+ -safe
+ Do not overwrite output files
+ -slower
+ Compress more, but a lot slower
+ -snappy
+ Generate Snappy compatible output stream
+ -verify
+ Verify written files
+
+```
+
+## s2d
+
+```
+Usage: s2d [options] file1 file2
+
+Decompresses all files supplied as input. Input files must end with '.s2' or '.snappy'.
+Output file names have the extension removed. By default output files will be overwritten.
+Use - as the only file name to read from stdin and write to stdout.
+
+Wildcards are accepted: testdir/*.txt will compress all files in testdir ending with .txt
+Directories can be wildcards as well. testdir/*/*.txt will match testdir/subdir/b.txt
+
+File names beginning with 'http://' and 'https://' will be downloaded and decompressed.
+Extensions on downloaded files are ignored. Only http response code 200 is accepted.
+
+Options:
+ -bench int
+ Run benchmark n times. No output will be written
+ -c Write all output to stdout. Multiple input files will be concatenated
+ -help
+ Display help
+ -o string
+ Write output to another file. Single input file only
+ -q Don't write any output to terminal, except errors
+ -rm
+ Delete source file(s) after successful decompression
+ -safe
+ Do not overwrite output files
+ -verify
+ Verify files, but do not write output
+```
+
+## s2sx: self-extracting archives
+
+s2sx allows creating self-extracting archives with no dependencies.
+
+By default, executables are created for the same platforms as the host os,
+but this can be overridden with `-os` and `-arch` parameters.
+
+Extracted files have 0666 permissions, except when untar option used.
+
+```
+Usage: s2sx [options] file1 file2
+
+Compresses all files supplied as input separately.
+If files have '.s2' extension they are assumed to be compressed already.
+Output files are written as 'filename.s2sx' and with '.exe' for windows targets.
+If output is big, an additional file with ".more" is written. This must be included as well.
+By default output files will be overwritten.
+
+Wildcards are accepted: testdir/*.txt will compress all files in testdir ending with .txt
+Directories can be wildcards as well. testdir/*/*.txt will match testdir/subdir/b.txt
+
+Options:
+ -arch string
+ Destination architecture (default "amd64")
+ -c Write all output to stdout. Multiple input files will be concatenated
+ -cpu int
+ Compress using this amount of threads (default 32)
+ -help
+ Display help
+ -max string
+ Maximum executable size. Rest will be written to another file. (default "1G")
+ -os string
+ Destination operating system (default "windows")
+ -q Don't write any output to terminal, except errors
+ -rm
+ Delete source file(s) after successful compression
+ -safe
+ Do not overwrite output files
+ -untar
+ Untar on destination
+```
+
+Available platforms are:
+
+ * darwin-amd64
+ * darwin-arm64
+ * linux-amd64
+ * linux-arm
+ * linux-arm64
+ * linux-mips64
+ * linux-ppc64le
+ * windows-386
+ * windows-amd64
+
+By default, there is a size limit of 1GB for the output executable.
+
+When this is exceeded the remaining file content is written to a file called
+output+`.more`. This file must be included for a successful extraction and
+placed alongside the executable for a successful extraction.
+
+This file *must* have the same name as the executable, so if the executable is renamed,
+so must the `.more` file.
+
+This functionality is disabled with stdin/stdout.
+
+### Self-extracting TAR files
+
+If you wrap a TAR file you can specify `-untar` to make it untar on the destination host.
+
+Files are extracted to the current folder with the path specified in the tar file.
+
+Note that tar files are not validated before they are wrapped.
+
+For security reasons files that move below the root folder are not allowed.
+
+# Performance
+
+This section will focus on comparisons to Snappy.
+This package is solely aimed at replacing Snappy as a high speed compression package.
+If you are mainly looking for better compression [zstandard](https://github.com/klauspost/compress/tree/master/zstd#zstd)
+gives better compression, but typically at speeds slightly below "better" mode in this package.
+
+Compression is increased compared to Snappy, mostly around 5-20% and the throughput is typically 25-40% increased (single threaded) compared to the Snappy Go implementation.
+
+Streams are concurrently compressed. The stream will be distributed among all available CPU cores for the best possible throughput.
+
+A "better" compression mode is also available. This allows to trade a bit of speed for a minor compression gain.
+The content compressed in this mode is fully compatible with the standard decoder.
+
+Snappy vs S2 **compression** speed on 16 core (32 thread) computer, using all threads and a single thread (1 CPU):
+
+| File | S2 speed | S2 Throughput | S2 % smaller | S2 "better" | "better" throughput | "better" % smaller |
+|-----------------------------------------------------------------------------------------------------|----------|---------------|--------------|-------------|---------------------|--------------------|
+| [rawstudio-mint14.tar](https://files.klauspost.com/compress/rawstudio-mint14.7z) | 12.70x | 10556 MB/s | 7.35% | 4.15x | 3455 MB/s | 12.79% |
+| (1 CPU) | 1.14x | 948 MB/s | - | 0.42x | 349 MB/s | - |
+| [github-june-2days-2019.json](https://files.klauspost.com/compress/github-june-2days-2019.json.zst) | 17.13x | 14484 MB/s | 31.60% | 10.09x | 8533 MB/s | 37.71% |
+| (1 CPU) | 1.33x | 1127 MB/s | - | 0.70x | 589 MB/s | - |
+| [github-ranks-backup.bin](https://files.klauspost.com/compress/github-ranks-backup.bin.zst) | 15.14x | 12000 MB/s | -5.79% | 6.59x | 5223 MB/s | 5.80% |
+| (1 CPU) | 1.11x | 877 MB/s | - | 0.47x | 370 MB/s | - |
+| [consensus.db.10gb](https://files.klauspost.com/compress/consensus.db.10gb.zst) | 14.62x | 12116 MB/s | 15.90% | 5.35x | 4430 MB/s | 16.08% |
+| (1 CPU) | 1.38x | 1146 MB/s | - | 0.38x | 312 MB/s | - |
+| [adresser.json](https://files.klauspost.com/compress/adresser.json.zst) | 8.83x | 17579 MB/s | 43.86% | 6.54x | 13011 MB/s | 47.23% |
+| (1 CPU) | 1.14x | 2259 MB/s | - | 0.74x | 1475 MB/s | - |
+| [gob-stream](https://files.klauspost.com/compress/gob-stream.7z) | 16.72x | 14019 MB/s | 24.02% | 10.11x | 8477 MB/s | 30.48% |
+| (1 CPU) | 1.24x | 1043 MB/s | - | 0.70x | 586 MB/s | - |
+| [10gb.tar](http://mattmahoney.net/dc/10gb.html) | 13.33x | 9254 MB/s | 1.84% | 6.75x | 4686 MB/s | 6.72% |
+| (1 CPU) | 0.97x | 672 MB/s | - | 0.53x | 366 MB/s | - |
+| sharnd.out.2gb | 2.11x | 12639 MB/s | 0.01% | 1.98x | 11833 MB/s | 0.01% |
+| (1 CPU) | 0.93x | 5594 MB/s | - | 1.34x | 8030 MB/s | - |
+| [enwik9](http://mattmahoney.net/dc/textdata.html) | 19.34x | 8220 MB/s | 3.98% | 7.87x | 3345 MB/s | 15.82% |
+| (1 CPU) | 1.06x | 452 MB/s | - | 0.50x | 213 MB/s | - |
+| [silesia.tar](http://sun.aei.polsl.pl/~sdeor/corpus/silesia.zip) | 10.48x | 6124 MB/s | 5.67% | 3.76x | 2197 MB/s | 12.60% |
+| (1 CPU) | 0.97x | 568 MB/s | - | 0.46x | 271 MB/s | - |
+| [enwik10](https://encode.su/threads/3315-enwik10-benchmark-results) | 21.07x | 9020 MB/s | 6.36% | 6.91x | 2959 MB/s | 16.95% |
+| (1 CPU) | 1.07x | 460 MB/s | - | 0.51x | 220 MB/s | - |
+
+### Legend
+
+* `S2 speed`: Speed of S2 compared to Snappy, using 16 cores and 1 core.
+* `S2 throughput`: Throughput of S2 in MB/s.
+* `S2 % smaller`: How many percent of the Snappy output size is S2 better.
+* `S2 "better"`: Speed when enabling "better" compression mode in S2 compared to Snappy.
+* `"better" throughput`: Speed when enabling "better" compression mode in S2 compared to Snappy.
+* `"better" % smaller`: How many percent of the Snappy output size is S2 better when using "better" compression.
+
+There is a good speedup across the board when using a single thread and a significant speedup when using multiple threads.
+
+Machine generated data gets by far the biggest compression boost, with size being being reduced by up to 45% of Snappy size.
+
+The "better" compression mode sees a good improvement in all cases, but usually at a performance cost.
+
+Incompressible content (`sharnd.out.2gb`, 2GB random data) sees the smallest speedup.
+This is likely dominated by synchronization overhead, which is confirmed by the fact that single threaded performance is higher (see above).
+
+## Decompression
+
+S2 attempts to create content that is also fast to decompress, except in "better" mode where the smallest representation is used.
+
+S2 vs Snappy **decompression** speed. Both operating on single core:
+
+| File | S2 Throughput | vs. Snappy | Better Throughput | vs. Snappy |
+|-----------------------------------------------------------------------------------------------------|---------------|------------|-------------------|------------|
+| [rawstudio-mint14.tar](https://files.klauspost.com/compress/rawstudio-mint14.7z) | 2117 MB/s | 1.14x | 1738 MB/s | 0.94x |
+| [github-june-2days-2019.json](https://files.klauspost.com/compress/github-june-2days-2019.json.zst) | 2401 MB/s | 1.25x | 2307 MB/s | 1.20x |
+| [github-ranks-backup.bin](https://files.klauspost.com/compress/github-ranks-backup.bin.zst) | 2075 MB/s | 0.98x | 1764 MB/s | 0.83x |
+| [consensus.db.10gb](https://files.klauspost.com/compress/consensus.db.10gb.zst) | 2967 MB/s | 1.05x | 2885 MB/s | 1.02x |
+| [adresser.json](https://files.klauspost.com/compress/adresser.json.zst) | 4141 MB/s | 1.07x | 4184 MB/s | 1.08x |
+| [gob-stream](https://files.klauspost.com/compress/gob-stream.7z) | 2264 MB/s | 1.12x | 2185 MB/s | 1.08x |
+| [10gb.tar](http://mattmahoney.net/dc/10gb.html) | 1525 MB/s | 1.03x | 1347 MB/s | 0.91x |
+| sharnd.out.2gb | 3813 MB/s | 0.79x | 3900 MB/s | 0.81x |
+| [enwik9](http://mattmahoney.net/dc/textdata.html) | 1246 MB/s | 1.29x | 967 MB/s | 1.00x |
+| [silesia.tar](http://sun.aei.polsl.pl/~sdeor/corpus/silesia.zip) | 1433 MB/s | 1.12x | 1203 MB/s | 0.94x |
+| [enwik10](https://encode.su/threads/3315-enwik10-benchmark-results) | 1284 MB/s | 1.32x | 1010 MB/s | 1.04x |
+
+### Legend
+
+* `S2 Throughput`: Decompression speed of S2 encoded content.
+* `Better Throughput`: Decompression speed of S2 "better" encoded content.
+* `vs Snappy`: Decompression speed of S2 "better" mode compared to Snappy and absolute speed.
+
+
+While the decompression code hasn't changed, there is a significant speedup in decompression speed.
+S2 prefers longer matches and will typically only find matches that are 6 bytes or longer.
+While this reduces compression a bit, it improves decompression speed.
+
+The "better" compression mode will actively look for shorter matches, which is why it has a decompression speed quite similar to Snappy.
+
+Without assembly decompression is also very fast; single goroutine decompression speed. No assembly:
+
+| File | S2 Throughput | S2 throughput |
+|--------------------------------|--------------|---------------|
+| consensus.db.10gb.s2 | 1.84x | 2289.8 MB/s |
+| 10gb.tar.s2 | 1.30x | 867.07 MB/s |
+| rawstudio-mint14.tar.s2 | 1.66x | 1329.65 MB/s |
+| github-june-2days-2019.json.s2 | 2.36x | 1831.59 MB/s |
+| github-ranks-backup.bin.s2 | 1.73x | 1390.7 MB/s |
+| enwik9.s2 | 1.67x | 681.53 MB/s |
+| adresser.json.s2 | 3.41x | 4230.53 MB/s |
+| silesia.tar.s2 | 1.52x | 811.58 |
+
+Even though S2 typically compresses better than Snappy, decompression speed is always better.
+
+## Block compression
+
+
+When compressing blocks no concurrent compression is performed just as Snappy.
+This is because blocks are for smaller payloads and generally will not benefit from concurrent compression.
+
+An important change is that incompressible blocks will not be more than at most 10 bytes bigger than the input.
+In rare, worst case scenario Snappy blocks could be significantly bigger than the input.
+
+### Mixed content blocks
+
+The most reliable is a wide dataset.
+For this we use [`webdevdata.org-2015-01-07-subset`](https://files.klauspost.com/compress/webdevdata.org-2015-01-07-4GB-subset.7z),
+53927 files, total input size: 4,014,735,833 bytes. Single goroutine used.
+
+| * | Input | Output | Reduction | MB/s |
+|-------------------|------------|------------|-----------|--------|
+| S2 | 4014735833 | 1059723369 | 73.60% | **934.34** |
+| S2 Better | 4014735833 | 969670507 | 75.85% | 532.70 |
+| S2 Best | 4014735833 | 906625668 | **77.85%** | 46.84 |
+| Snappy | 4014735833 | 1128706759 | 71.89% | 762.59 |
+| S2, Snappy Output | 4014735833 | 1093821420 | 72.75% | 908.60 |
+| LZ4 | 4014735833 | 1079259294 | 73.12% | 526.94 |
+
+S2 delivers both the best single threaded throughput with regular mode and the best compression rate with "best".
+"Better" mode provides the same compression speed as LZ4 with better compression ratio.
+
+When outputting Snappy compatible output it still delivers better throughput (150MB/s more) and better compression.
+
+As can be seen from the other benchmarks decompression should also be easier on the S2 generated output.
+
+Though they cannot be compared due to different decompression speeds here are the speed/size comparisons for
+other Go compressors:
+
+| * | Input | Output | Reduction | MB/s |
+|-------------------|------------|------------|-----------|--------|
+| Zstd Fastest (Go) | 4014735833 | 794608518 | 80.21% | 236.04 |
+| Zstd Best (Go) | 4014735833 | 704603356 | 82.45% | 35.63 |
+| Deflate (Go) l1 | 4014735833 | 871294239 | 78.30% | 214.04 |
+| Deflate (Go) l9 | 4014735833 | 730389060 | 81.81% | 41.17 |
+
+### Standard block compression
+
+Benchmarking single block performance is subject to a lot more variation since it only tests a limited number of file patterns.
+So individual benchmarks should only be seen as a guideline and the overall picture is more important.
+
+These micro-benchmarks are with data in cache and trained branch predictors. For a more realistic benchmark see the mixed content above.
+
+Block compression. Parallel benchmark running on 16 cores, 16 goroutines.
+
+AMD64 assembly is use for both S2 and Snappy.
+
+| Absolute Perf | Snappy size | S2 Size | Snappy Speed | S2 Speed | Snappy dec | S2 dec |
+|-----------------------|-------------|---------|--------------|-------------|-------------|-------------|
+| html | 22843 | 21111 | 16246 MB/s | 17438 MB/s | 40972 MB/s | 49263 MB/s |
+| urls.10K | 335492 | 287326 | 7943 MB/s | 9693 MB/s | 22523 MB/s | 26484 MB/s |
+| fireworks.jpeg | 123034 | 123100 | 349544 MB/s | 273889 MB/s | 718321 MB/s | 827552 MB/s |
+| fireworks.jpeg (200B) | 146 | 155 | 8869 MB/s | 17773 MB/s | 33691 MB/s | 52421 MB/s |
+| paper-100k.pdf | 85304 | 84459 | 167546 MB/s | 101263 MB/s | 326905 MB/s | 291944 MB/s |
+| html_x_4 | 92234 | 21113 | 15194 MB/s | 50670 MB/s | 30843 MB/s | 32217 MB/s |
+| alice29.txt | 88034 | 85975 | 5936 MB/s | 6139 MB/s | 12882 MB/s | 20044 MB/s |
+| asyoulik.txt | 77503 | 79650 | 5517 MB/s | 6366 MB/s | 12735 MB/s | 22806 MB/s |
+| lcet10.txt | 234661 | 220670 | 6235 MB/s | 6067 MB/s | 14519 MB/s | 18697 MB/s |
+| plrabn12.txt | 319267 | 317985 | 5159 MB/s | 5726 MB/s | 11923 MB/s | 19901 MB/s |
+| geo.protodata | 23335 | 18690 | 21220 MB/s | 26529 MB/s | 56271 MB/s | 62540 MB/s |
+| kppkn.gtb | 69526 | 65312 | 9732 MB/s | 8559 MB/s | 18491 MB/s | 18969 MB/s |
+| alice29.txt (128B) | 80 | 82 | 6691 MB/s | 15489 MB/s | 31883 MB/s | 38874 MB/s |
+| alice29.txt (1000B) | 774 | 774 | 12204 MB/s | 13000 MB/s | 48056 MB/s | 52341 MB/s |
+| alice29.txt (10000B) | 6648 | 6933 | 10044 MB/s | 12806 MB/s | 32378 MB/s | 46322 MB/s |
+| alice29.txt (20000B) | 12686 | 13574 | 7733 MB/s | 11210 MB/s | 30566 MB/s | 58969 MB/s |
+
+
+| Relative Perf | Snappy size | S2 size improved | S2 Speed | S2 Dec Speed |
+|-----------------------|-------------|------------------|----------|--------------|
+| html | 22.31% | 7.58% | 1.07x | 1.20x |
+| urls.10K | 47.78% | 14.36% | 1.22x | 1.18x |
+| fireworks.jpeg | 99.95% | -0.05% | 0.78x | 1.15x |
+| fireworks.jpeg (200B) | 73.00% | -6.16% | 2.00x | 1.56x |
+| paper-100k.pdf | 83.30% | 0.99% | 0.60x | 0.89x |
+| html_x_4 | 22.52% | 77.11% | 3.33x | 1.04x |
+| alice29.txt | 57.88% | 2.34% | 1.03x | 1.56x |
+| asyoulik.txt | 61.91% | -2.77% | 1.15x | 1.79x |
+| lcet10.txt | 54.99% | 5.96% | 0.97x | 1.29x |
+| plrabn12.txt | 66.26% | 0.40% | 1.11x | 1.67x |
+| geo.protodata | 19.68% | 19.91% | 1.25x | 1.11x |
+| kppkn.gtb | 37.72% | 6.06% | 0.88x | 1.03x |
+| alice29.txt (128B) | 62.50% | -2.50% | 2.31x | 1.22x |
+| alice29.txt (1000B) | 77.40% | 0.00% | 1.07x | 1.09x |
+| alice29.txt (10000B) | 66.48% | -4.29% | 1.27x | 1.43x |
+| alice29.txt (20000B) | 63.43% | -7.00% | 1.45x | 1.93x |
+
+Speed is generally at or above Snappy. Small blocks gets a significant speedup, although at the expense of size.
+
+Decompression speed is better than Snappy, except in one case.
+
+Since payloads are very small the variance in terms of size is rather big, so they should only be seen as a general guideline.
+
+Size is on average around Snappy, but varies on content type.
+In cases where compression is worse, it usually is compensated by a speed boost.
+
+
+### Better compression
+
+Benchmarking single block performance is subject to a lot more variation since it only tests a limited number of file patterns.
+So individual benchmarks should only be seen as a guideline and the overall picture is more important.
+
+| Absolute Perf | Snappy size | Better Size | Snappy Speed | Better Speed | Snappy dec | Better dec |
+|-----------------------|-------------|-------------|--------------|--------------|-------------|-------------|
+| html | 22843 | 19833 | 16246 MB/s | 7731 MB/s | 40972 MB/s | 40292 MB/s |
+| urls.10K | 335492 | 253529 | 7943 MB/s | 3980 MB/s | 22523 MB/s | 20981 MB/s |
+| fireworks.jpeg | 123034 | 123100 | 349544 MB/s | 9760 MB/s | 718321 MB/s | 823698 MB/s |
+| fireworks.jpeg (200B) | 146 | 142 | 8869 MB/s | 594 MB/s | 33691 MB/s | 30101 MB/s |
+| paper-100k.pdf | 85304 | 82915 | 167546 MB/s | 7470 MB/s | 326905 MB/s | 198869 MB/s |
+| html_x_4 | 92234 | 19841 | 15194 MB/s | 23403 MB/s | 30843 MB/s | 30937 MB/s |
+| alice29.txt | 88034 | 73218 | 5936 MB/s | 2945 MB/s | 12882 MB/s | 16611 MB/s |
+| asyoulik.txt | 77503 | 66844 | 5517 MB/s | 2739 MB/s | 12735 MB/s | 14975 MB/s |
+| lcet10.txt | 234661 | 190589 | 6235 MB/s | 3099 MB/s | 14519 MB/s | 16634 MB/s |
+| plrabn12.txt | 319267 | 270828 | 5159 MB/s | 2600 MB/s | 11923 MB/s | 13382 MB/s |
+| geo.protodata | 23335 | 18278 | 21220 MB/s | 11208 MB/s | 56271 MB/s | 57961 MB/s |
+| kppkn.gtb | 69526 | 61851 | 9732 MB/s | 4556 MB/s | 18491 MB/s | 16524 MB/s |
+| alice29.txt (128B) | 80 | 81 | 6691 MB/s | 529 MB/s | 31883 MB/s | 34225 MB/s |
+| alice29.txt (1000B) | 774 | 748 | 12204 MB/s | 1943 MB/s | 48056 MB/s | 42068 MB/s |
+| alice29.txt (10000B) | 6648 | 6234 | 10044 MB/s | 2949 MB/s | 32378 MB/s | 28813 MB/s |
+| alice29.txt (20000B) | 12686 | 11584 | 7733 MB/s | 2822 MB/s | 30566 MB/s | 27315 MB/s |
+
+
+| Relative Perf | Snappy size | Better size | Better Speed | Better dec |
+|-----------------------|-------------|-------------|--------------|------------|
+| html | 22.31% | 13.18% | 0.48x | 0.98x |
+| urls.10K | 47.78% | 24.43% | 0.50x | 0.93x |
+| fireworks.jpeg | 99.95% | -0.05% | 0.03x | 1.15x |
+| fireworks.jpeg (200B) | 73.00% | 2.74% | 0.07x | 0.89x |
+| paper-100k.pdf | 83.30% | 2.80% | 0.07x | 0.61x |
+| html_x_4 | 22.52% | 78.49% | 0.04x | 1.00x |
+| alice29.txt | 57.88% | 16.83% | 1.54x | 1.29x |
+| asyoulik.txt | 61.91% | 13.75% | 0.50x | 1.18x |
+| lcet10.txt | 54.99% | 18.78% | 0.50x | 1.15x |
+| plrabn12.txt | 66.26% | 15.17% | 0.50x | 1.12x |
+| geo.protodata | 19.68% | 21.67% | 0.50x | 1.03x |
+| kppkn.gtb | 37.72% | 11.04% | 0.53x | 0.89x |
+| alice29.txt (128B) | 62.50% | -1.25% | 0.47x | 1.07x |
+| alice29.txt (1000B) | 77.40% | 3.36% | 0.08x | 0.88x |
+| alice29.txt (10000B) | 66.48% | 6.23% | 0.16x | 0.89x |
+| alice29.txt (20000B) | 63.43% | 8.69% | 0.29x | 0.89x |
+
+Except for the mostly incompressible JPEG image compression is better and usually in the
+double digits in terms of percentage reduction over Snappy.
+
+The PDF sample shows a significant slowdown compared to Snappy, as this mode tries harder
+to compress the data. Very small blocks are also not favorable for better compression, so throughput is way down.
+
+This mode aims to provide better compression at the expense of performance and achieves that
+without a huge performance penalty, except on very small blocks.
+
+Decompression speed suffers a little compared to the regular S2 mode,
+but still manages to be close to Snappy in spite of increased compression.
+
+# Best compression mode
+
+S2 offers a "best" compression mode.
+
+This will compress as much as possible with little regard to CPU usage.
+
+Mainly for offline compression, but where decompression speed should still
+be high and compatible with other S2 compressed data.
+
+Some examples compared on 16 core CPU, amd64 assembly used:
+
+```
+* enwik10
+Default... 10000000000 -> 4761467548 [47.61%]; 1.098s, 8685.6MB/s
+Better... 10000000000 -> 4219438251 [42.19%]; 1.925s, 4954.2MB/s
+Best... 10000000000 -> 3627364337 [36.27%]; 43.051s, 221.5MB/s
+
+* github-june-2days-2019.json
+Default... 6273951764 -> 1043196283 [16.63%]; 431ms, 13882.3MB/s
+Better... 6273951764 -> 949146808 [15.13%]; 547ms, 10938.4MB/s
+Best... 6273951764 -> 832855506 [13.27%]; 9.455s, 632.8MB/s
+
+* nyc-taxi-data-10M.csv
+Default... 3325605752 -> 1095998837 [32.96%]; 324ms, 9788.7MB/s
+Better... 3325605752 -> 954776589 [28.71%]; 491ms, 6459.4MB/s
+Best... 3325605752 -> 779098746 [23.43%]; 8.29s, 382.6MB/s
+
+* 10gb.tar
+Default... 10065157632 -> 5916578242 [58.78%]; 1.028s, 9337.4MB/s
+Better... 10065157632 -> 5649207485 [56.13%]; 1.597s, 6010.6MB/s
+Best... 10065157632 -> 5208719802 [51.75%]; 32.78s, 292.8MB/
+
+* consensus.db.10gb
+Default... 10737418240 -> 4562648848 [42.49%]; 882ms, 11610.0MB/s
+Better... 10737418240 -> 4542428129 [42.30%]; 1.533s, 6679.7MB/s
+Best... 10737418240 -> 4244773384 [39.53%]; 42.96s, 238.4MB/s
+```
+
+Decompression speed should be around the same as using the 'better' compression mode.
+
+# Snappy Compatibility
+
+S2 now offers full compatibility with Snappy.
+
+This means that the efficient encoders of S2 can be used to generate fully Snappy compatible output.
+
+There is a [snappy](https://github.com/klauspost/compress/tree/master/snappy) package that can be used by
+simply changing imports from `github.com/golang/snappy` to `github.com/klauspost/compress/snappy`.
+This uses "better" mode for all operations.
+If you would like more control, you can use the s2 package as described below:
+
+## Blocks
+
+Snappy compatible blocks can be generated with the S2 encoder.
+Compression and speed is typically a bit better `MaxEncodedLen` is also smaller for smaller memory usage. Replace
+
+| Snappy | S2 replacement |
+|----------------------------|-------------------------|
+| snappy.Encode(...) | s2.EncodeSnappy(...) |
+| snappy.MaxEncodedLen(...) | s2.MaxEncodedLen(...) |
+
+`s2.EncodeSnappy` can be replaced with `s2.EncodeSnappyBetter` or `s2.EncodeSnappyBest` to get more efficiently compressed snappy compatible output.
+
+`s2.ConcatBlocks` is compatible with snappy blocks.
+
+Comparison of [`webdevdata.org-2015-01-07-subset`](https://files.klauspost.com/compress/webdevdata.org-2015-01-07-4GB-subset.7z),
+53927 files, total input size: 4,014,735,833 bytes. amd64, single goroutine used:
+
+| Encoder | Size | MB/s | Reduction |
+|-----------------------|------------|--------|------------
+| snappy.Encode | 1128706759 | 725.59 | 71.89% |
+| s2.EncodeSnappy | 1093823291 | 899.16 | 72.75% |
+| s2.EncodeSnappyBetter | 1001158548 | 578.49 | 75.06% |
+| s2.EncodeSnappyBest | 944507998 | 66.00 | 76.47% |
+
+## Streams
+
+For streams, replace `enc = snappy.NewBufferedWriter(w)` with `enc = s2.NewWriter(w, s2.WriterSnappyCompat())`.
+All other options are available, but note that block size limit is different for snappy.
+
+Comparison of different streams, AMD Ryzen 3950x, 16 cores. Size and throughput:
+
+| File | snappy.NewWriter | S2 Snappy | S2 Snappy, Better | S2 Snappy, Best |
+|-----------------------------|--------------------------|---------------------------|--------------------------|-------------------------|
+| nyc-taxi-data-10M.csv | 1316042016 - 517.54MB/s | 1307003093 - 8406.29MB/s | 1174534014 - 4984.35MB/s | 1115904679 - 177.81MB/s |
+| enwik10 | 5088294643 - 433.45MB/s | 5175840939 - 8454.52MB/s | 4560784526 - 4403.10MB/s | 4340299103 - 159.71MB/s |
+| 10gb.tar | 6056946612 - 703.25MB/s | 6208571995 - 9035.75MB/s | 5741646126 - 2402.08MB/s | 5548973895 - 171.17MB/s |
+| github-june-2days-2019.json | 1525176492 - 908.11MB/s | 1476519054 - 12625.93MB/s | 1400547532 - 6163.61MB/s | 1321887137 - 200.71MB/s |
+| consensus.db.10gb | 5412897703 - 1054.38MB/s | 5354073487 - 12634.82MB/s | 5335069899 - 2472.23MB/s | 5201000954 - 166.32MB/s |
+
+# Decompression
+
+All decompression functions map directly to equivalent s2 functions.
+
+| Snappy | S2 replacement |
+|------------------------|--------------------|
+| snappy.Decode(...) | s2.Decode(...) |
+| snappy.DecodedLen(...) | s2.DecodedLen(...) |
+| snappy.NewReader(...) | s2.NewReader(...) |
+
+Features like [quick forward skipping without decompression](https://pkg.go.dev/github.com/klauspost/compress/s2#Reader.Skip)
+are also available for Snappy streams.
+
+If you know you are only decompressing snappy streams, setting [`ReaderMaxBlockSize(64<<10)`](https://pkg.go.dev/github.com/klauspost/compress/s2#ReaderMaxBlockSize)
+on your Reader will reduce memory consumption.
+
+# Concatenating blocks and streams.
+
+Concatenating streams will concatenate the output of both without recompressing them.
+While this is inefficient in terms of compression it might be usable in certain scenarios.
+The 10 byte 'stream identifier' of the second stream can optionally be stripped, but it is not a requirement.
+
+Blocks can be concatenated using the `ConcatBlocks` function.
+
+Snappy blocks/streams can safely be concatenated with S2 blocks and streams.
+
+# Format Extensions
+
+* Frame [Stream identifier](https://github.com/google/snappy/blob/master/framing_format.txt#L68) changed from `sNaPpY` to `S2sTwO`.
+* [Framed compressed blocks](https://github.com/google/snappy/blob/master/format_description.txt) can be up to 4MB (up from 64KB).
+* Compressed blocks can have an offset of `0`, which indicates to repeat the last seen offset.
+
+Repeat offsets must be encoded as a [2.2.1. Copy with 1-byte offset (01)](https://github.com/google/snappy/blob/master/format_description.txt#L89), where the offset is 0.
+
+The length is specified by reading the 3-bit length specified in the tag and decode using this table:
+
+| Length | Actual Length |
+|--------|----------------------|
+| 0 | 4 |
+| 1 | 5 |
+| 2 | 6 |
+| 3 | 7 |
+| 4 | 8 |
+| 5 | 8 + read 1 byte |
+| 6 | 260 + read 2 bytes |
+| 7 | 65540 + read 3 bytes |
+
+This allows any repeat offset + length to be represented by 2 to 5 bytes.
+
+Lengths are stored as little endian values.
+
+The first copy of a block cannot be a repeat offset and the offset is not carried across blocks in streams.
+
+Default streaming block size is 1MB.
+
+# LICENSE
+
+This code is based on the [Snappy-Go](https://github.com/golang/snappy) implementation.
+
+Use of this source code is governed by a BSD-style license that can be found in the LICENSE file.