- Dart 82.7%
- Python 17.3%
| Filename | Latest commit message | Latest commit date |
|---|---|---|
Three of the shapes worth covering produce frames of a few hundred kilobytes, which is too much to commit for what they prove. The input is built from a seeded generator and handed to the zstd CLI instead, so the frame is libzstd's own output and the expectation is the exact bytes that went in. The pool size decides which sequence tables libzstd picks. Two hundred tokens gets RLE and repeat tables for the literal lengths, two thousand gets an RLE table for the match lengths, and both put more than 32,512 sequences in one block, which is the only thing that writes the three-byte sequence count. |
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| benchmark | ||
| lib | ||
| test | ||
| tool | ||
| .gitignore | ||
| analysis_options.yaml | ||
| pubspec.yaml | ||
| README.md | ||
pure_zstd
A zstd decompressor in plain Dart, with no native dependency.
It exists because every zstd binding on pub.dev is a wrapper over libzstd, and an app that reads block-compressed elevation tiles on a phone would rather not carry a native library per platform to do it. Decompression only. There is no compressor and there is no plan for one.
This is a feasibility spike, not a finished library. It decodes the real data it was written for, correctly and completely, and it is roughly four times slower than native zstd. See Speed below before depending on it.
Using it
import 'package:pure_zstd/pure_zstd.dart';
final plain = zstdDecode(frame);
// Decoding many frames: hold the decoder, which keeps its entropy tables and
// scratch buffers between calls and then allocates only the output.
final decoder = ZstdDecoder();
for (final frame in frames) {
use(decoder.decode(frame));
}
A frame that declares no content size needs expectedSize, because the
output is allocated whole rather than grown.
What it implements
RFC 8878 is the specification. Of it:
| Part of the format | State |
|---|---|
| Frame header, single segment and windowed | Decoded. The window descriptor is skipped, since the output is allocated from the content size. |
| Raw, RLE and compressed blocks | All three. |
| Multi-block frames | Yes, including a later block reusing an earlier one's tables and recent offsets. |
| Raw, RLE, compressed and treeless literals | All four, in one-stream and four-stream form. |
| Huffman weights | Both the direct nibble form and the FSE-coded form. |
| Sequence tables | Predefined, RLE, FSE-compressed and repeat, for all three of literal length, match length and offset. |
| Repeated offsets | Yes, including the no-literals shift. |
| Content checksum | Verified. XXH64 over the output, compared with the stored low 32 bits. Hashed only when the frame carries one. |
| Dictionaries | Refused. |
| Skippable frames, several frames in one buffer | Refused. Reading one frame is the whole API, and input left over after it is an error. |
| Streaming, or decoding part of a frame | Not offered. |
It targets native Dart and not the web: the literals header reads a five-byte
field with a 32-bit shift, and the bit reader carries 56 bits in an int.
Both are exact on the VM and on AOT, and neither is on JavaScript.
Defects found and closed, 2026-09-21
Two audits, each finding with a reproducer. All five are fixed.
One decision is still open, and it is not a defect in this package:
hgtz.py writes no checksum, so nothing in a .hgtz is covered by
the verification below. Making it write one costs four bytes a block and a
re-transcode of every tile. It is narrower than it sounds, because
the downloader verifies a SHA-256 over the whole container before it keeps the
download, so only corruption at rest on the phone is uncovered.
Frame_Content_Sizesized the output allocation with no ceiling. A 16-byte frame can ask for 4 EiB. One bit flipped in the frame descriptor of a real tile givesRangeErrororOutOfMemoryError, and neither is catchable asZstdException, so the isolate dies. This is what the skippedWindow_Descriptorwas for: RFC 8878 §3.1.1.1.2 allows a decoder to refuse a frame asking for more memory than it will give. Require the declared size to be under a stated ceiling, and have the.hgtzreader pass the exactheight * width * 2it expects.ZstdDecodernow takes amaxOutputSize, 64 MiB by default, and a caller passingexpectedSizegets an exact check against the frame's own figure instead.fseDecodeInterleavedwrote three symbols in a pass that checked room for two, so a crafted Huffman weight stream indexed_weights[256]. The reproducer is 53 bytes, and random mutation of a real tile found it independently.- Several frames in one buffer decoded to the first and returned silently. Nothing compared the cursor with the input length, so a second frame, a trailing skippable frame and four bytes of junk were all accepted and ignored. A frame claiming a checksum could also supply none, because the four bytes were stepped over rather than read.
- RLE blocks skipped the block-size ceiling, so 97 bytes of input returned 44 MB of output that a caller cannot tell from a good tile.
- The content checksum was parsed and never verified. Over 600,000 mutations of real block data, 34% decoded into wrong bytes with no error raised, because a damaged match or literal length usually still produces plausible output of the right length. Every other guard catches a frame that cannot be parsed; this is the only one that catches a frame that parses and is wrong.
Over-permissive against libzstd, with no wrong output, so lower priority: a
compressed block over blockSizeMax is accepted, the Huffman weight table is
read with maxSymbol 255 where libzstd uses 12, and Regenerated_Size is
capped at a flat 128 KiB rather than min(Window_Size, 128 KiB).
Correctness
The reference is pyzstd, which wraps libzstd. tool/oracle.py extracts every
block of a .hgtz container as its own frame, decompresses it with pyzstd,
hands it to tool/verify.dart, and compares byte for byte.
./tool/oracle.py path/to/srtm1z/N39W105.hgtz
./tool/oracle.py --every 1700 path/to/srtm1z path/to/srtm3z
As of 2026-09-21 that is 32 real containers, 2,615 blocks and 0.3 GB of output, all identical, spanning both the one and three arc-second sets, every thinned column count from 3601 down to 361, and latitudes from 88 S to 80 N.
dart test needs no Python. It decodes the five blocks of the container in
test/fixtures/, whose every sample is a known function of its position, so a
wrong decode cannot pass.
Speed
Measured 2026-09-21 on this eight-core Linux box, dart compile exe, Dart
3.12.2. One 256 by 256 block is 131,072 bytes out. The frames are read into
memory first, so only decoding is timed, and the figure includes allocating
the output buffer because the API allocates it.
| Block set | pure_zstd, AOT | pyzstd (libzstd) |
|---|---|---|
Colorado, N39W105, 196 blocks, median |
0.66 ms | 0.18 ms |
Alaska, N60W160, 98 blocks, median |
0.94 ms | not measured |
| One block, repeated 1000 times | 0.85 ms | 0.22 ms |
| 113 blocks, a 360 degree sweep | 67 ms | 19 ms |
That is 140 to 200 MB/s of output. The JIT is about 25% slower than AOT, so
measure with dart compile exe.
The cost is almost all in the sequence loop rather than in Huffman literals. A block of real terrain carries around 1,700 literals and 14,400 sequences, so the hot path is three FSE state updates, six bit reads and a nine-byte match copy, about 46 ns per sequence against native's dozen or so. The headroom left is bounds checks and the byte-at-a-time match copy; widening that copy to 64-bit words, the way libzstd does, is the next thing to try.
Run it yourself:
dart compile exe benchmark/bench.dart -o /tmp/bench && /tmp/bench
Licence
Not chosen yet.
Measured on the target device, 2026-09-21
Sixteen real 256x256 blocks lifted out of path/to/srtm1z/N39W105.hgtz,
131,072 bytes of output each, the same blocks in every row so the numbers are
comparable. Median of 960 timed calls after 320 warm-up calls.
| where | mode | median | MB/s | 113-block sweep |
|---|---|---|---|---|
| Pixel 10 Pro XL | profile, AOT | 0.414 ms | 302 | 47 ms |
| Pixel 10 Pro XL | debug, JIT | 0.540 ms | 231 | 61 ms |
| this laptop | AOT | 0.917 ms | 136 | 104 ms |
| this laptop | JIT | 1.125 ms | 111 | 127 ms |
The phone is about twice as fast as the laptop at this, which is why the desktop figures in the commit message read worse than reality.
Native, for scale: pyzstd on the laptop is 0.175 ms on comparable blocks. That is a Python C extension rather than Dart FFI, so take it as an indication. No native-on-phone figure was taken.
Do not benchmark against test/fixtures/N51E000.hgtz. Its samples are a
synthetic pattern that compresses to almost no sequences, and decode cost
tracks sequence count, so it reads about six times too fast. That mistake was
made once already.