README
¶
zappy
Package zappy implements the zappy block-based compression format. It aims for a combination of good speed and reasonable compression.
Installation: $ go get github.com/cznic/zappy
Documentation: godoc.org/github.com/cznic/zappy
Documentation
¶
Overview ¶
Package zappy implements the zappy block-based compression format. It aims for a combination of good speed and reasonable compression.
Zappy is a format incompatible, API compatible fork of snappy-go[1]. The C++ snappy implementation is at [2].
Reasons for the fork ¶
The snappy compression is pretty good. Yet it has one problem built into its format definition[3] - the maximum length of a copy "instruction" is 64 bytes. For some specific usage patterns with long runs of repeated data, it turns out the compression is suboptimal. For example a 1:1000 "sparseness" 64kB bit index with only few set bits is compressed to about 3kB (about 1000 of 64B copy, 3 byte "instructions").
Format description ¶
Zappy uses much less complicated format than snappy. Each encoded block begins with the uvarint-encoded[4] length of the decoded data, followed by a sequence of chunks. Chunks begin and end on byte boundaries. The chunk starts with a varint encoded number N:
N >= 0: N+1 literal bytes follow. N < 0: copy -N bytes, starting at offset M (in the following uvarint).
Performance issues ¶
Compression rate is roughly the same as of snappy for the reference data set:
testdata/html: snappy 23320, zappy 22943, 0.984, orig 102400
testdata/urls.10K: snappy 334437, zappy 355163, 1.062, orig 702087
testdata/house.jpg: snappy 126711, zappy 126694, 1.000, orig 126958
testdata/mapreduce-osdi-1.pdf: snappy 77227, zappy 77646, 1.005, orig 94330
testdata/html_x_4: snappy 92350, zappy 22956, 0.249, orig 409600
testdata/cp.html: snappy 11938, zappy 12961, 1.086, orig 24603
testdata/fields.c: snappy 4825, zappy 5395, 1.118, orig 11150
testdata/grammar.lsp: snappy 1814, zappy 1933, 1.066, orig 3721
testdata/kennedy.xls: snappy 423518, zappy 440597, 1.040, orig 1029744
testdata/alice29.txt: snappy 89550, zappy 104016, 1.162, orig 152089
testdata/asyoulik.txt: snappy 79583, zappy 91345, 1.148, orig 125179
testdata/lcet10.txt: snappy 238761, zappy 275488, 1.154, orig 426754
testdata/plrabn12.txt: snappy 324567, zappy 376885, 1.161, orig 481861
testdata/ptt5: snappy 96350, zappy 91465, 0.949, orig 513216
testdata/sum: snappy 18927, zappy 20015, 1.057, orig 38240
testdata/xargs.1: snappy 2532, zappy 2793, 1.103, orig 4227
testdata/geo.protodata: snappy 23362, zappy 20759, 0.889, orig 118588
testdata/kppkn.gtb: snappy 73962, zappy 87200, 1.179, orig 184320
TOTAL: snappy 2043734, zappy 2136254, 1.045, orig 4549067
Zappy has better RLE handling (1/1000+1 non zero bytes in each index):
Sparse bit index 16 B: snappy 9, zappy 9, 1.000 Sparse bit index 32 B: snappy 10, zappy 10, 1.000 Sparse bit index 64 B: snappy 11, zappy 10, 0.909 Sparse bit index 128 B: snappy 16, zappy 14, 0.875 Sparse bit index 256 B: snappy 22, zappy 14, 0.636 Sparse bit index 512 B: snappy 36, zappy 16, 0.444 Sparse bit index 1024 B: snappy 57, zappy 18, 0.316 Sparse bit index 2048 B: snappy 111, zappy 32, 0.288 Sparse bit index 4096 B: snappy 210, zappy 31, 0.148 Sparse bit index 8192 B: snappy 419, zappy 75, 0.179 Sparse bit index 16384 B: snappy 821, zappy 138, 0.168 Sparse bit index 32768 B: snappy 1627, zappy 232, 0.143 Sparse bit index 65536 B: snappy 3243, zappy 451, 0.139
When compiled with CGO_ENABLED=1, zappy is now faster than snappy-go. Old=snappy-go, new=zappy:
benchmark old MB/s new MB/s speedup BenchmarkWordsDecode1e3 148.98 189.04 1.27x BenchmarkWordsDecode1e4 150.29 182.51 1.21x BenchmarkWordsDecode1e5 145.79 182.95 1.25x BenchmarkWordsDecode1e6 167.43 187.69 1.12x BenchmarkWordsEncode1e3 47.11 145.69 3.09x BenchmarkWordsEncode1e4 81.47 136.50 1.68x BenchmarkWordsEncode1e5 78.86 127.93 1.62x BenchmarkWordsEncode1e6 96.81 142.95 1.48x Benchmark_UFlat0 316.87 463.19 1.46x Benchmark_UFlat1 231.56 350.32 1.51x Benchmark_UFlat2 3656.68 8258.39 2.26x Benchmark_UFlat3 892.56 1270.09 1.42x Benchmark_UFlat4 315.84 959.08 3.04x Benchmark_UFlat5 211.70 301.55 1.42x Benchmark_UFlat6 211.59 258.29 1.22x Benchmark_UFlat7 209.80 272.21 1.30x Benchmark_UFlat8 254.59 301.70 1.19x Benchmark_UFlat9 163.39 192.66 1.18x Benchmark_UFlat10 155.46 189.70 1.22x Benchmark_UFlat11 170.11 198.95 1.17x Benchmark_UFlat12 148.32 178.78 1.21x Benchmark_UFlat13 359.25 579.99 1.61x Benchmark_UFlat14 197.27 291.33 1.48x Benchmark_UFlat15 185.75 248.07 1.34x Benchmark_UFlat16 362.74 582.66 1.61x Benchmark_UFlat17 222.95 240.01 1.08x Benchmark_ZFlat0 188.66 311.89 1.65x Benchmark_ZFlat1 101.46 201.34 1.98x Benchmark_ZFlat2 93.62 244.50 2.61x Benchmark_ZFlat3 102.79 243.34 2.37x Benchmark_ZFlat4 191.64 625.32 3.26x Benchmark_ZFlat5 103.09 169.39 1.64x Benchmark_ZFlat6 110.35 182.57 1.65x Benchmark_ZFlat7 89.56 190.53 2.13x Benchmark_ZFlat8 154.05 235.68 1.53x Benchmark_ZFlat9 87.58 133.51 1.52x Benchmark_ZFlat10 82.08 127.51 1.55x Benchmark_ZFlat11 91.36 138.91 1.52x Benchmark_ZFlat12 79.24 123.02 1.55x Benchmark_ZFlat13 217.04 374.26 1.72x Benchmark_ZFlat14 100.33 168.03 1.67x Benchmark_ZFlat15 80.79 160.46 1.99x Benchmark_ZFlat16 213.32 375.79 1.76x Benchmark_ZFlat17 135.37 197.13 1.46x
The package builds with CGO_ENABLED=0 as well, but the performance is worse.
$ CGO_ENABLED=0 go test -test.run=NONE -test.bench=. > old.benchcmp $ CGO_ENABLED=1 go test -test.run=NONE -test.bench=. > new.benchcmp $ benchcmp old.benchcmp new.benchcmp benchmark old ns/op new ns/op delta BenchmarkWordsDecode1e3 9735 5288 -45.68% BenchmarkWordsDecode1e4 100229 55369 -44.76% BenchmarkWordsDecode1e5 1037611 546420 -47.34% BenchmarkWordsDecode1e6 9559352 5335307 -44.19% BenchmarkWordsEncode1e3 16206 6629 -59.10% BenchmarkWordsEncode1e4 140283 73161 -47.85% BenchmarkWordsEncode1e5 1476657 781756 -47.06% BenchmarkWordsEncode1e6 12702229 6997656 -44.91% Benchmark_UFlat0 397307 221198 -44.33% Benchmark_UFlat1 3890483 2008341 -48.38% Benchmark_UFlat2 35810 15398 -57.00% Benchmark_UFlat3 140850 74194 -47.32% Benchmark_UFlat4 814575 426783 -47.61% Benchmark_UFlat5 156995 81473 -48.10% Benchmark_UFlat6 77645 43161 -44.41% Benchmark_UFlat7 25415 13579 -46.57% Benchmark_UFlat8 6372440 3412916 -46.44% Benchmark_UFlat9 1453679 789956 -45.66% Benchmark_UFlat10 1243146 660747 -46.85% Benchmark_UFlat11 3903493 2146334 -45.02% Benchmark_UFlat12 5106250 2696144 -47.20% Benchmark_UFlat13 1641394 884969 -46.08% Benchmark_UFlat14 262206 131174 -49.97% Benchmark_UFlat15 32325 17047 -47.26% Benchmark_UFlat16 366991 204877 -44.17% Benchmark_UFlat17 1343988 770907 -42.64% Benchmark_ZFlat0 579954 329812 -43.13% Benchmark_ZFlat1 6564692 3504867 -46.61% Benchmark_ZFlat2 902029 513700 -43.05% Benchmark_ZFlat3 678722 384312 -43.38% Benchmark_ZFlat4 1197389 654361 -45.35% Benchmark_ZFlat5 262677 144939 -44.82% Benchmark_ZFlat6 111249 60876 -45.28% Benchmark_ZFlat7 39024 19420 -50.24% Benchmark_ZFlat8 8046106 4387928 -45.47% Benchmark_ZFlat9 2043167 1143139 -44.05% Benchmark_ZFlat10 1781604 980528 -44.96% Benchmark_ZFlat11 5478647 3078585 -43.81% Benchmark_ZFlat12 7245995 3929863 -45.77% Benchmark_ZFlat13 2432529 1371606 -43.61% Benchmark_ZFlat14 420315 227494 -45.88% Benchmark_ZFlat15 52378 26564 -49.28% Benchmark_ZFlat16 567047 316196 -44.24% Benchmark_ZFlat17 1630820 937310 -42.53% benchmark old MB/s new MB/s speedup BenchmarkWordsDecode1e3 102.71 189.08 1.84x BenchmarkWordsDecode1e4 99.77 180.60 1.81x BenchmarkWordsDecode1e5 96.38 183.01 1.90x BenchmarkWordsDecode1e6 104.61 187.43 1.79x BenchmarkWordsEncode1e3 61.70 150.85 2.44x BenchmarkWordsEncode1e4 71.28 136.68 1.92x BenchmarkWordsEncode1e5 67.72 127.92 1.89x BenchmarkWordsEncode1e6 78.73 142.90 1.82x Benchmark_UFlat0 257.73 462.93 1.80x Benchmark_UFlat1 180.46 349.59 1.94x Benchmark_UFlat2 3545.30 8244.61 2.33x Benchmark_UFlat3 669.72 1271.39 1.90x Benchmark_UFlat4 502.84 959.74 1.91x Benchmark_UFlat5 156.71 301.98 1.93x Benchmark_UFlat6 143.60 258.33 1.80x Benchmark_UFlat7 146.41 274.01 1.87x Benchmark_UFlat8 161.59 301.72 1.87x Benchmark_UFlat9 104.62 192.53 1.84x Benchmark_UFlat10 100.70 189.45 1.88x Benchmark_UFlat11 109.33 198.83 1.82x Benchmark_UFlat12 94.37 178.72 1.89x Benchmark_UFlat13 312.67 579.93 1.85x Benchmark_UFlat14 145.84 291.52 2.00x Benchmark_UFlat15 130.77 247.95 1.90x Benchmark_UFlat16 323.14 578.82 1.79x Benchmark_UFlat17 137.14 239.09 1.74x Benchmark_ZFlat0 176.57 310.48 1.76x Benchmark_ZFlat1 106.95 200.32 1.87x Benchmark_ZFlat2 140.75 247.14 1.76x Benchmark_ZFlat3 138.98 245.45 1.77x Benchmark_ZFlat4 342.08 625.95 1.83x Benchmark_ZFlat5 93.66 169.75 1.81x Benchmark_ZFlat6 100.23 183.16 1.83x Benchmark_ZFlat7 95.35 191.60 2.01x Benchmark_ZFlat8 127.98 234.68 1.83x Benchmark_ZFlat9 74.44 133.04 1.79x Benchmark_ZFlat10 70.26 127.66 1.82x Benchmark_ZFlat11 77.89 138.62 1.78x Benchmark_ZFlat12 66.50 122.62 1.84x Benchmark_ZFlat13 210.98 374.17 1.77x Benchmark_ZFlat14 90.98 168.09 1.85x Benchmark_ZFlat15 80.70 159.12 1.97x Benchmark_ZFlat16 209.13 375.04 1.79x Benchmark_ZFlat17 113.02 196.65 1.74x $
Build tags ¶
If a constraint 'purego' appears in the build constraints [5] then a pure Go version is built regardless of the $CGO_ENABLED value.
$ touch zappy.go ; go install -tags purego github.com/cznic/zappy # for example
Information sources ¶
... referenced from the above documentation.
[1]: http://code.google.com/p/snappy-go/ [2]: http://code.google.com/p/snappy/ [3]: http://code.google.com/p/snappy/source/browse/trunk/format_description.txt [4]: http://golang.org/pkg/encoding/binary/ [5]: http://golang.org/pkg/go/build/#hdr-Build_Constraints
Index ¶
Constants ¶
This section is empty.
Variables ¶
var ErrCorrupt = errors.New("zappy: corrupt input")
ErrCorrupt reports that the input is invalid.
Functions ¶
func Decode ¶
Decode returns the decoded form of src. The returned slice may be a sub- slice of buf if buf was large enough to hold the entire decoded block. Otherwise, a newly allocated slice will be returned. It is valid to pass a nil buf.
func DecodedLen ¶
DecodedLen returns the length of the decoded block.
func Encode ¶
Encode returns the encoded form of src. The returned slice may be a sub- slice of buf if buf was large enough to hold the entire encoded block. Otherwise, a newly allocated slice will be returned. It is valid to pass a nil buf.
func MaxEncodedLen ¶
MaxEncodedLen returns the maximum length of a zappy block, given its uncompressed length.
Types ¶
This section is empty.
Source Files