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feat!: use stable hash from rustc-stable-hash #14116

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@weihanglo weihanglo commented Jun 20, 2024

What does this PR try to resolve?

This helps -Ztrim-paths build a stable cross-platform path for the
registry and git sources. Sources files then can be found from the same
path when debugging.

See #13171 (comment)

How should we test and review this PR?

There are a few caveats, and we should do an FCP before merge:

  • This will invalidate the current downloaded caches.
    Need to put this in the Cargo CHANGELOG.
  • As a consequence of changing how SourceId is hashed, the global cache
    tracker is also affected because Cargo writes source identifiers (e.g.
    index.crates.io-6f17d22bba15001f) to SQLite
    .
  • The performance of rustc-stable-hash is slightly worse than the old
    SipHasher in std on short things like SourceId, but for long stuff
    like fingerprint. See Additional information.

StableHasher is used in several places. We should consider if there is a need for cryptographyic hash (see #13171 (comment)).

Additional information

Benchmark on x86_64-unknown-linux-gnu

bench_hasher/RustcStableHasher/URL
                        time:   [33.843 ps 33.844 ps 33.845 ps]
                        change: [-0.0167% -0.0049% +0.0072%] (p = 0.44 > 0.05)
                        No change in performance detected.
Found 10 outliers among 100 measurements (10.00%)
  5 (5.00%) low severe
  3 (3.00%) high mild
  2 (2.00%) high severe
bench_hasher/SipHasher/URL
                        time:   [18.954 ns 18.954 ns 18.955 ns]
                        change: [-0.1281% -0.0951% -0.0644%] (p = 0.00 < 0.05)
                        Change within noise threshold.
Found 14 outliers among 100 measurements (14.00%)
  3 (3.00%) low severe
  4 (4.00%) low mild
  3 (3.00%) high mild
  4 (4.00%) high severe
bench_hasher/RustcStableHasher/lorem ipsum
                        time:   [659.18 ns 659.20 ns 659.22 ns]
                        change: [-0.0192% -0.0062% +0.0068%] (p = 0.34 > 0.05)
                        No change in performance detected.
Found 12 outliers among 100 measurements (12.00%)
  4 (4.00%) low severe
  3 (3.00%) low mild
  3 (3.00%) high mild
  2 (2.00%) high severe
bench_hasher/SipHasher/lorem ipsum
                        time:   [1.2006 µs 1.2008 µs 1.2010 µs]
                        change: [+0.0117% +0.0467% +0.0808%] (p = 0.01 < 0.05)
                        Change within noise threshold.
Found 1 outliers among 100 measurements (1.00%)
  1 (1.00%) high mild

Benchmark on aarch64-apple-darwin

Benchmarking bench_hasher/RustcStableHasher/URL: Collecting 1000 samples in estimated 5.0090 s (256M ibench_hasher/RustcStableHasher/URL
                        time:   [19.619 ns 19.645 ns 19.670 ns]
Found 156 outliers among 1000 measurements (15.60%)
  10 (1.00%) low severe
  59 (5.90%) low mild
  43 (4.30%) high mild
  44 (4.40%) high severe
Benchmarking bench_hasher/SipHasher/URL: Collecting 1000 samples in estimated 5.0075 s (279M iterationbench_hasher/SipHasher/URL
                        time:   [17.809 ns 17.826 ns 17.843 ns]
Found 34 outliers among 1000 measurements (3.40%)
  28 (2.80%) high mild
  6 (0.60%) high severe
Benchmarking bench_hasher/RustcStableHasher/300 chars: Collecting 1000 samples in estimated 5.0027 s (bench_hasher/RustcStableHasher/300 chars
                        time:   [95.535 ns 95.679 ns 95.824 ns]
Found 48 outliers among 1000 measurements (4.80%)
  39 (3.90%) high mild
  9 (0.90%) high severe
Benchmarking bench_hasher/SipHasher/300 chars: Collecting 1000 samples in estimated 5.0492 s (34M iterbench_hasher/SipHasher/300 chars
                        time:   [151.18 ns 151.37 ns 151.58 ns]
Found 16 outliers among 1000 measurements (1.60%)
  13 (1.30%) high mild
  3 (0.30%) high severe
Benchmarking bench_hasher/RustcStableHasher/lorem ipsum (3222 chars): Collecting 1000 samples in estimbench_hasher/RustcStableHasher/lorem ipsum (3222 chars)
                        time:   [975.85 ns 976.65 ns 977.50 ns]
Found 92 outliers among 1000 measurements (9.20%)
  48 (4.80%) high mild
  44 (4.40%) high severe
Benchmarking bench_hasher/SipHasher/lorem ipsum (3222 chars): Collecting 1000 samples in estimated 5.3bench_hasher/SipHasher/lorem ipsum (3222 chars)
                        time:   [1.7856 µs 1.7872 µs 1.7888 µs]
Found 66 outliers among 1000 measurements (6.60%)
  47 (4.70%) high mild
  19 (1.90%) high severe
Criterion benchmark script

#![allow(deprecated)]

use std::hash::Hash as _;
use std::hash::Hasher as _;

use criterion::criterion_group;
use criterion::criterion_main;
use criterion::BenchmarkId;
use criterion::Criterion;

struct SipHasher(std::hash::SipHasher);

impl SipHasher {
    fn new() -> SipHasher {
        SipHasher(std::hash::SipHasher::new())
    }
}

impl std::hash::Hasher for SipHasher {
    fn finish(&self) -> u64 {
        self.0.finish()
    }
    fn write(&mut self, bytes: &[u8]) {
        self.0.write(bytes)
    }
}

struct RustcStableHasher(rustc_stable_hash::StableHasher);

impl RustcStableHasher {
    fn new() -> RustcStableHasher {
        RustcStableHasher(rustc_stable_hash::StableHasher::new())
    }

    fn finish(self) -> u64 {
        self.0.finalize().0
    }
}

impl std::hash::Hasher for RustcStableHasher {
    fn finish(&self) -> u64 {
        panic!("call StableHasher::finish instead");
    }

    fn write(&mut self, bytes: &[u8]) {
        self.0.write(bytes)
    }
}

const INPUTS: &[(&'static str, &'static str)] = &[
    ("URL", "registry+https://github.com/rust-lang/crates.io-index"),
    ("300 chars", "Lorem ipsum dolor sit amet, consectetur adipiscing elit. Donec sem odio, consectetur ac velit ac, hendrerit pulvinar nisl. Aenean auctor felis non accumsan porta. Nullam purus diam, aliquam nec dui vitae, iaculis fermentum eros. Nunc laoreet lectus nec malesuada tristique. Quisque venenatis vehicula"),
    ("lorem ipsum (3222 chars)", "Lorem ipsum dolor sit amet, consectetur adipiscing elit. Donec sem odio, consectetur ac velit ac, hendrerit pulvinar nisl. Aenean auctor felis non accumsan porta. Nullam purus diam, aliquam nec dui vitae, iaculis fermentum eros. Nunc laoreet lectus nec malesuada tristique. Quisque venenatis vehicula lacus sed auctor. In libero sapien, auctor vulputate tellus ut, scelerisque feugiat neque. Sed feugiat nulla vel lorem tincidunt viverra. Proin blandit pretium sapien id imperdiet. Sed elementum, ligula quis porttitor consectetur, augue ligula consectetur erat, at congue massa tortor in odio. Morbi sit amet tincidunt libero, eu rutrum felis. Integer rhoncus tortor et erat congue venenatis. Proin ac ante sit amet urna tincidunt ullamcorper. Vestibulum nec tincidunt neque. Vestibulum venenatis, libero et blandit pretium, risus nibh efficitur libero, vel condimentum tortor nulla non sapien. Morbi ac dapibus est. Duis justo arcu, laoreet lacinia luctus mollis, placerat non augue. Interdum et malesuada fames ac ante ipsum primis in faucibus. Fusce vestibulum eu tellus in pellentesque. Nam efficitur mattis turpis. Vestibulum a condimentum purus. Suspendisse eget augue scelerisque sem dignissim ornare vitae in augue. Vestibulum porta rhoncus sapien, non luctus nisi vehicula in. Etiam cursus tortor turpis, eu imperdiet purus facilisis ut. Nullam vestibulum erat ex, sit amet commodo est fermentum eleifend. Donec pulvinar imperdiet urna, egestas ultricies mi pulvinar at. Maecenas velit dui, iaculis at egestas eu, consequat sit amet nisl. Ut eu leo ultricies, porttitor ante eu, ultrices massa. Nam commodo, nunc ut mollis egestas, lectus ex eleifend nisl, vitae mollis metus quam vitae sapien. Curabitur eu nulla massa. Vivamus sodales turpis et lorem placerat, ac dignissim nulla luctus. In placerat eleifend orci, dapibus varius felis tincidunt sed. Nulla suscipit mauris condimentum ipsum finibus, ac mattis sapien aliquet. Cras feugiat elementum augue, viverra lacinia ante congue et. Sed et bibendum sem. Aenean pretium tellus eget velit commodo pretium a sit amet velit. Curabitur vitae est vitae nulla venenatis tristique in a eros. In scelerisque lectus et luctus mattis. Cras ac purus ac purus tempor molestie vitae vitae felis. Quisque volutpat elementum felis vitae mollis. Pellentesque finibus quam eget vestibulum tempus. Praesent quis massa eget ligula ultrices lobortis. Ut pellentesque, mi ac finibus sagittis, dui felis tempor dui, ac commodo mauris massa nec dolor. Cras congue, lectus vitae luctus faucibus, massa mauris malesuada elit, et facilisis turpis odio non justo. Proin volutpat turpis quis ante interdum pellentesque. Morbi faucibus, erat vel elementum aliquet, odio leo eleifend magna, sagittis semper lorem mauris nec arcu. Curabitur lacinia sagittis ante mollis facilisis. Fusce ultrices tellus sed justo rhoncus varius ut eu justo. Sed a est purus. Sed nec mi laoreet, consequat justo nec, sodales augue. Nullam posuere ipsum et velit aliquam blandit a quis metus. Aliquam id eros non magna suscipit bibendum. Curabitur porta auctor sapien, a molestie nisl. Donec neque leo, consequat vitae velit sit amet, aliquam elementum purus. Donec sit amet congue mi. Etiam at magna nunc."),
];

fn bench_hasher(c: &mut Criterion) {
    let mut group = c.benchmark_group("bench_hasher");
    group.sample_size(1000);
    for (name, input) in INPUTS {
        let id = BenchmarkId::new("RustcStableHasher", name);
        group.bench_with_input(id, input, |b, input| {
            b.iter(|| {
                let mut hasher = RustcStableHasher::new();
                input.hash(&mut hasher);
                hasher.finish();
            })
        });
        let id = BenchmarkId::new("SipHasher", name);
        group.bench_with_input(id, input, |b, input| {
            b.iter(|| {
                let mut hasher = SipHasher::new();
                input.hash(&mut hasher);
                hasher.finish();
            })
        });
    }
    group.finish();
}

criterion_group!(benches, bench_hasher);
criterion_main!(benches);

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rustbot commented Jun 20, 2024

r? @epage

rustbot has assigned @epage.
They will have a look at your PR within the next two weeks and either review your PR or reassign to another reviewer.

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@rustbot rustbot added A-cache-messages Area: caching of compiler messages A-layout Area: target output directory layout, naming, and organization A-registries Area: registries S-waiting-on-review Status: Awaiting review from the assignee but also interested parties. labels Jun 20, 2024
@weihanglo weihanglo changed the title Stable hash feat!: use stable hash from rustc-stable-hash Jun 20, 2024
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This is blocked on releasing rustc-stable-hash to crates.io

@weihanglo weihanglo added the Z-trim-paths Nightly: path sanitization label Jun 20, 2024
@briansmith
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From a <1 minute reading of "-Ztrim-paths build a stable cross-platform path for the registry and git sources."

My understanding is that the intent here is to use a hash function to create a stable path to a particular set of source files or artifacts. If there is a hash collision then potentially hash(malicous-sources) == hash(trusted-sources) and so malicous-sources could be used instead of trusted-sources, silently.

Comment on lines 22 to 24
fn write(&mut self, bytes: &[u8]) {
self.0.write(bytes)
}
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@Urgau Urgau Jun 20, 2024

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I'm not sure only forwarding Hasher::write is enough, since the endian-ness handling is done on the individual write_{u,i}{8,16,32,64,128} methods and not forwarding those will bypass that endian-ness handling 1.

I think it's also going to bypass the {u,i}size handling.

Footnotes

  1. the default implementation use native endian-ness, instead of a fixed one

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After rust-lang/rustc-stable-hash#6 and rust-lang/rustc-stable-hash#8, I think StableSipHasher128 should be a drop-in replacement that we can use directly.

I am also thinking of blake3 as an alternative, but haven't figured out how to make it play nice with ExtendedHasher.

This helps `-Ztrim-paths` build a stable cross-platform path for the
registry and git sources. Sources files then can be found from the same
path when debugging.

See rust-lang#13171 (comment)

A few caveats:

* This will invalidate the current downloaded caches.
  Need to put this in the Cargo CHANGELOG.
* As a consequence of changing how `SourceId` is hashed, the global cache
  tracker is also affected because Cargo writes source identifiers (e.g.
  `index.crates.io-6f17d22bba15001f`) to SQLite.
  * https://github.com/rust-lang/cargo/blob/6e236509b2331eef64df844b7bbc8ed352294107/src/cargo/core/global_cache_tracker.rs#L388-L391
* The performance of rustc-stable-hash is slightly worse than the old
  SipHasher in std on short things like `SourceId`, but for long stuff
  like fingerprint. See appendix.

StableHasher is used in several places (some might not be needed?):

* Rebuild detection (fingerprints)
  * Rustc version, including all the CLI args running `rustc -vV`.
    * https://github.com/rust-lang/cargo/blob/6e236509b2331eef64df844b7bbc8ed352294107/src/cargo/util/rustc.rs#L326
    * https://github.com/rust-lang/cargo/blob/6e236509b2331eef64df844b7bbc8ed352294107/src/cargo/util/rustc.rs#L381
  * Build caches
    * https://github.com/rust-lang/cargo/blob/6e236509b2331eef64df844b7bbc8ed352294107/src/cargo/core/compiler/fingerprint/mod.rs#L1456
* Compute rustc `-C metadata`
  * stable hash for SourceId
    * https://github.com/rust-lang/cargo/blob/6e236509b2331eef64df844b7bbc8ed352294107/src/cargo/core/package_id.rs#L207
  * Also read and hash contents from custom target JSON file.
    * https://github.com/rust-lang/cargo/blob/6e236509b2331eef64df844b7bbc8ed352294107/src/cargo/core/compiler/compile_kind.rs#L81-L91
* `UnitInner::dep_hash`
  * This is to distinguish same units having different features set between normal and build dependencies.
    * https://github.com/rust-lang/cargo/blob/6e236509b2331eef64df844b7bbc8ed352294107/src/cargo/ops/cargo_compile/mod.rs#L627
* Hash file contents for `cargo package` to verify if files were modified before and after the build.
  * https://github.com/rust-lang/cargo/blob/6e236509b2331eef64df844b7bbc8ed352294107/src/cargo/ops/cargo_package.rs#L999
* Rusc diagnostics deduplication
  * https://github.com/rust-lang/cargo/blob/6e236509b2331eef64df844b7bbc8ed352294107/src/cargo/core/compiler/job_queue/mod.rs#L311
* Places using `SourceId` identifier like `registry/src` path,
  and `-Zscript` target directories.

Appendix
--------

Benchmark on x86_64-unknown-linux-gnu

```
bench_hasher/RustcStableHasher/URL
                        time:   [33.843 ps 33.844 ps 33.845 ps]
                        change: [-0.0167% -0.0049% +0.0072%] (p = 0.44 > 0.05)
                        No change in performance detected.
Found 10 outliers among 100 measurements (10.00%)
  5 (5.00%) low severe
  3 (3.00%) high mild
  2 (2.00%) high severe
bench_hasher/SipHasher/URL
                        time:   [18.954 ns 18.954 ns 18.955 ns]
                        change: [-0.1281% -0.0951% -0.0644%] (p = 0.00 < 0.05)
                        Change within noise threshold.
Found 14 outliers among 100 measurements (14.00%)
  3 (3.00%) low severe
  4 (4.00%) low mild
  3 (3.00%) high mild
  4 (4.00%) high severe
bench_hasher/RustcStableHasher/lorem ipsum
                        time:   [659.18 ns 659.20 ns 659.22 ns]
                        change: [-0.0192% -0.0062% +0.0068%] (p = 0.34 > 0.05)
                        No change in performance detected.
Found 12 outliers among 100 measurements (12.00%)
  4 (4.00%) low severe
  3 (3.00%) low mild
  3 (3.00%) high mild
  2 (2.00%) high severe
bench_hasher/SipHasher/lorem ipsum
                        time:   [1.2006 µs 1.2008 µs 1.2010 µs]
                        change: [+0.0117% +0.0467% +0.0808%] (p = 0.01 < 0.05)
                        Change within noise threshold.
Found 1 outliers among 100 measurements (1.00%)
  1 (1.00%) high mild
```
@rustbot rustbot added the A-rebuild-detection Area: rebuild detection and fingerprinting label Jul 9, 2024
// The hash value depends on endianness and bit-width, so we only run this test on
// little-endian 64-bit CPUs (such as x86-64 and ARM64) where it matches the
// well-known value.
// The hash value should be stable across platforms, and doesn't depend on
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This is something we need to fix, if the goal is a fully cross-platform.

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Urgau commented Jul 11, 2024

For information, rustc-stable-hash v0.1.0 has now been released on crates.io!

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weihanglo commented Jul 18, 2024

Status update:

Had some chats with Urgau, here is data from benchmark blake3/blake2s on rustc

While in Cargo hash is not a dominant factor of performance it still plays a role. A Unit of work in Cargo (usually bound to a rustc invocation) may involve roughly 10-20 per unit from me reading the source code. So hash function may still impact the build time.

Will need more real world benchmarks for like cargo check on cached build.

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bors commented Aug 1, 2024

☔ The latest upstream changes (presumably #14334) made this pull request unmergeable. Please resolve the merge conflicts.

@weihanglo weihanglo closed this Oct 9, 2024
@weihanglo weihanglo deleted the stable-hash branch October 9, 2024 00:21
@weihanglo weihanglo restored the stable-hash branch October 23, 2024 02:01
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weihanglo commented Nov 19, 2024

Got some more data. This hash numbers matches what I expected (10-20 hash per units)

Number and size of hash inputs in a cargo build invocation

cargo 866eafe build from scratch

345 build units

Number of hashes

count  4638
mean    185
std     363
min       0
25%      73
50%      92
75%     209
max    4754
Hash input size

Bytes   Frequency
8       439
0       415
209     350
120     227
89      174
88      173
84      128
86      112
87       89
92       86
90       79
91       78
85       69
93       61
94       51
16       48
2532     48
96       39
83       38
73       37

image


atuinsh/atuin@6ab61e4 build from scratch

526 build units

Number of hashes

count  7160
mean    153
std     239
min       0
25%      72
50%      92
75%     209
max    5988
Hash input size

Bytes  Frequency
8      711
0      658
209    532
120    426
85     229
84     216
86     179
92     168
89     165
91     132
88     131
87     122
93     102
90     100
83      96
96      93
16      77
94      76
95      71
24      66

image


bevyengine/bevy@4dd805a build from scratch

478 build units

Number of hashes

count  6398
mean    152
std     237
min       0
25%      16
50%      91
75%     209
max    6441
Hash input size

Bytes  Frequency
8      622
0      598
209    487
120    336
88     155
85     137
91     133
89     115
86     108
84     103
90      95
11      95
92      91
87      75
83      68
9       67
865     58
16      57
96      50
93      50

image

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The benchmark result of rustc-stable-hash, blake3, and the original siphash.

We have 5 kinds of inputs.

  • crates.io source URL — the most common Source URL registry+https://github.com/rust-lang/crates.io-index.
  • 100 chars — pretty close to median (92 chars) in statistics above
  • 200 chars — pretty close to the most frequent on (209 chars) in statistics above
  • 300 chars
  • entire lorem ipsum (3222 chars) — some fingerprint data may reach this number.

And according to the benchmark result below, rustc-stable-hash and the original is pretty much at the same scale for small input (<=200 chars), whereas our integration of blake3 is worse and 3x slower.

I think if we don't consider cryptographic hash, switching to rustc-stable-hash is clearly a no-brainer. Blake3 is surprisingly bad, and

Benchmark on aarch64-apple-darwin

Benchmarking bench_hasher/RustcStableHasher/URL: Collecting 1000 samples in estimated 5.0120 sbench_hasher/RustcStableHasher/URL
                        time:   [23.871 ns 23.905 ns 23.948 ns]
Found 73 outliers among 1000 measurements (7.30%)
  36 (3.60%) high mild
  37 (3.70%) high severe
Benchmarking bench_hasher/Blake3Hasher/URL: Collecting 1000 samples in estimated 5.0061 s (59Mbench_hasher/Blake3Hasher/URL
                        time:   [84.748 ns 84.822 ns 84.902 ns]
Found 63 outliers among 1000 measurements (6.30%)
  46 (4.60%) high mild
  17 (1.70%) high severe
Benchmarking bench_hasher/SipHasher/URL: Collecting 1000 samples in estimated 5.0069 s (280M ibench_hasher/SipHasher/URL
                        time:   [17.891 ns 17.913 ns 17.938 ns]
Found 128 outliers among 1000 measurements (12.80%)
  76 (7.60%) high mild
  52 (5.20%) high severe
Benchmarking bench_hasher/RustcStableHasher/100 chars: Collecting 1000 samples in estimated 5.bench_hasher/RustcStableHasher/100 chars
                        time:   [39.005 ns 39.041 ns 39.078 ns]
Found 24 outliers among 1000 measurements (2.40%)
  20 (2.00%) high mild
  4 (0.40%) high severe
Benchmarking bench_hasher/Blake3Hasher/100 chars: Collecting 1000 samples in estimated 5.0166 bench_hasher/Blake3Hasher/100 chars
                        time:   [150.79 ns 151.01 ns 151.26 ns]
Found 55 outliers among 1000 measurements (5.50%)
  40 (4.00%) high mild
  15 (1.50%) high severe
Benchmarking bench_hasher/SipHasher/100 chars: Collecting 1000 samples in estimated 5.0155 s (bench_hasher/SipHasher/100 chars
                        time:   [42.719 ns 42.871 ns 43.105 ns]
Found 12 outliers among 1000 measurements (1.20%)
  8 (0.80%) high mild
  4 (0.40%) high severe
Benchmarking bench_hasher/RustcStableHasher/200 chars: Collecting 1000 samples in estimated 5.bench_hasher/RustcStableHasher/200 chars
                        time:   [67.833 ns 68.093 ns 68.469 ns]
Found 55 outliers among 1000 measurements (5.50%)
  34 (3.40%) high mild
  21 (2.10%) high severe
Benchmarking bench_hasher/Blake3Hasher/200 chars: Collecting 1000 samples in estimated 5.1181 bench_hasher/Blake3Hasher/200 chars
                        time:   [298.09 ns 299.02 ns 300.44 ns]
Found 37 outliers among 1000 measurements (3.70%)
  29 (2.90%) high mild
  8 (0.80%) high severe
Benchmarking bench_hasher/SipHasher/200 chars: Collecting 1000 samples in estimated 5.0071 s (bench_hasher/SipHasher/200 chars
                        time:   [98.574 ns 98.991 ns 99.581 ns]
Found 44 outliers among 1000 measurements (4.40%)
  31 (3.10%) high mild
  13 (1.30%) high severe
Benchmarking bench_hasher/RustcStableHasher/300 chars: Collecting 1000 samples in estimated 5.bench_hasher/RustcStableHasher/300 chars
                        time:   [96.709 ns 96.876 ns 97.116 ns]
Found 35 outliers among 1000 measurements (3.50%)
  27 (2.70%) high mild
  8 (0.80%) high severe
Benchmarking bench_hasher/Blake3Hasher/300 chars: Collecting 1000 samples in estimated 5.0425 bench_hasher/Blake3Hasher/300 chars
                        time:   [371.60 ns 372.59 ns 374.01 ns]
Found 83 outliers among 1000 measurements (8.30%)
  53 (5.30%) high mild
  30 (3.00%) high severe
Benchmarking bench_hasher/SipHasher/300 chars: Collecting 1000 samples in estimated 5.0185 s (bench_hasher/SipHasher/300 chars
                        time:   [151.16 ns 151.96 ns 153.06 ns]
Found 73 outliers among 1000 measurements (7.30%)
  47 (4.70%) high mild
  26 (2.60%) high severe
Benchmarking bench_hasher/RustcStableHasher/lorem ipsum (3222 chars): Collecting 1000 samples bench_hasher/RustcStableHasher/lorem ipsum (3222 chars)
                        time:   [999.22 ns 1.0129 µs 1.0296 µs]
Found 41 outliers among 1000 measurements (4.10%)
  20 (2.00%) high mild
  21 (2.10%) high severe
Benchmarking bench_hasher/Blake3Hasher/lorem ipsum (3222 chars): Collecting 1000 samples in esbench_hasher/Blake3Hasher/lorem ipsum (3222 chars)
                        time:   [4.0252 µs 4.0393 µs 4.0568 µs]
Found 76 outliers among 1000 measurements (7.60%)
  46 (4.60%) high mild
  30 (3.00%) high severe
Benchmarking bench_hasher/SipHasher/lorem ipsum (3222 chars): Collecting 1000 samples in estimbench_hasher/SipHasher/lorem ipsum (3222 chars)
                        time:   [1.8337 µs 1.8474 µs 1.8663 µs]
Found 58 outliers among 1000 measurements (5.80%)
  34 (3.40%) high mild
  24 (2.40%) high severe

Benchmark on x86_64-unknown-linux-gnu

bench_hasher/RustcStableHasher/URL
                        time:   [30.935 ns 30.942 ns 30.951 ns]
Found 15 outliers among 1000 measurements (1.50%)
  1 (0.10%) low mild
  9 (0.90%) high mild
  5 (0.50%) high severe
bench_hasher/Blake3Hasher/URL
                        time:   [82.884 ns 82.912 ns 82.941 ns]
Found 38 outliers among 1000 measurements (3.80%)
  31 (3.10%) low mild
  5 (0.50%) high mild
  2 (0.20%) high severe
bench_hasher/SipHasher/URL
                        time:   [17.605 ns 17.608 ns 17.610 ns]
Found 68 outliers among 1000 measurements (6.80%)
  38 (3.80%) high mild
  30 (3.00%) high severe
Benchmarking bench_hasher/RustcStableHasher/100 chars: Collecting 1000 samples in estimated 5.0064 s (119M iteratibench_hasher/RustcStableHasher/100 chars
                        time:   [41.345 ns 41.401 ns 41.457 ns]
bench_hasher/Blake3Hasher/100 chars
                        time:   [129.10 ns 129.12 ns 129.15 ns]
Found 14 outliers among 1000 measurements (1.40%)
  12 (1.20%) high mild
  2 (0.20%) high severe
bench_hasher/SipHasher/100 chars
                        time:   [32.088 ns 32.106 ns 32.124 ns]
Found 110 outliers among 1000 measurements (11.00%)
  87 (8.70%) high mild
  23 (2.30%) high severe
Benchmarking bench_hasher/RustcStableHasher/200 chars: Collecting 1000 samples in estimated 5.0036 s (83M iteratiobench_hasher/RustcStableHasher/200 chars
                        time:   [59.530 ns 59.596 ns 59.658 ns]
Found 1 outliers among 1000 measurements (0.10%)
  1 (0.10%) high severe
bench_hasher/Blake3Hasher/200 chars
                        time:   [262.26 ns 262.31 ns 262.35 ns]
Found 14 outliers among 1000 measurements (1.40%)
  5 (0.50%) low mild
  6 (0.60%) high mild
  3 (0.30%) high severe
bench_hasher/SipHasher/200 chars
                        time:   [63.092 ns 63.095 ns 63.098 ns]
Found 45 outliers among 1000 measurements (4.50%)
  28 (2.80%) high mild
  17 (1.70%) high severe
Benchmarking bench_hasher/RustcStableHasher/300 chars: Collecting 1000 samples in estimated 5.0083 s (65M iteratiobench_hasher/RustcStableHasher/300 chars
                        time:   [76.099 ns 76.173 ns 76.246 ns]
bench_hasher/Blake3Hasher/300 chars
                        time:   [321.91 ns 321.96 ns 322.02 ns]
Found 14 outliers among 1000 measurements (1.40%)
  9 (0.90%) high mild
  5 (0.50%) high severe
bench_hasher/SipHasher/300 chars
                        time:   [93.859 ns 93.886 ns 93.915 ns]
Found 111 outliers among 1000 measurements (11.10%)
  70 (7.00%) high mild
  41 (4.10%) high severe
Benchmarking bench_hasher/RustcStableHasher/lorem ipsum (3222 chars): Collecting 1000 samples in estimated 5.1549 bench_hasher/RustcStableHasher/lorem ipsum (3222 chars)
                        time:   [571.83 ns 571.86 ns 571.90 ns]
Found 35 outliers among 1000 measurements (3.50%)
  18 (1.80%) high mild
  17 (1.70%) high severe
Benchmarking bench_hasher/Blake3Hasher/lorem ipsum (3222 chars): Collecting 1000 samples in estimated 6.1928 s (2.bench_hasher/Blake3Hasher/lorem ipsum (3222 chars)
                        time:   [2.4742 µs 2.4745 µs 2.4748 µs]
Found 32 outliers among 1000 measurements (3.20%)
  1 (0.10%) low mild
  23 (2.30%) high mild
  8 (0.80%) high severe
Benchmarking bench_hasher/SipHasher/lorem ipsum (3222 chars): Collecting 1000 samples in estimated 5.4452 s (5.5M bench_hasher/SipHasher/lorem ipsum (3222 chars)
                        time:   [988.91 ns 988.97 ns 989.03 ns]
Found 43 outliers among 1000 measurements (4.30%)
  26 (2.60%) high mild
  17 (1.70%) high severe

criterion benchmark script

#![allow(deprecated)]

use std::hash::Hash as _;
use std::hash::Hasher;

use criterion::criterion_group;
use criterion::criterion_main;
use criterion::BenchmarkId;
use criterion::Criterion;
use rustc_stable_hash::StableSipHasher128 as RustcStableHasher;

pub struct SipHasher(std::hash::SipHasher);

impl SipHasher {
    pub fn new() -> SipHasher {
        SipHasher(std::hash::SipHasher::new())
    }
}

impl Hasher for SipHasher {
    fn finish(&self) -> u64 {
        self.0.finish()
    }
    fn write(&mut self, bytes: &[u8]) {
        self.0.write(bytes)
    }
}

pub struct Blake3Hasher {
    state: blake3::Hasher,
}

impl Blake3Hasher {
    pub fn new() -> Blake3Hasher {
        Blake3Hasher {
            state: Default::default(),
        }
    }
}

impl rustc_stable_hash::ExtendedHasher for Blake3Hasher {
    type Hash = blake3::Hash;

    #[inline]
    fn finish(self) -> Self::Hash {
        self.state.finalize()
    }
}

impl Hasher for Blake3Hasher {
    #[inline]
    fn write(&mut self, bytes: &[u8]) {
        self.state.update(bytes);
    }

    #[inline]
    fn finish(&self) -> u64 {
        let hash = self.state.finalize();
        let [a0, a1, a2, a3, a4, a5, a6, a7, b0, b1, b2, b3, b4, b5, b6, b7, c0, c1, c2, c3, c4, c5, c6, c7, d0, d1, d2, d3, d4, d5, d6, d7] =
            *hash.as_bytes();
        let p0 = u64::from_ne_bytes([a0, a1, a2, a3, a4, a5, a6, a7]);
        let p1 = u64::from_ne_bytes([b0, b1, b2, b3, b4, b5, b6, b7]);
        let p2 = u64::from_ne_bytes([c0, c1, c2, c3, c4, c5, c6, c7]);
        let p3 = u64::from_ne_bytes([d0, d1, d2, d3, d4, d5, d6, d7]);
        p0.wrapping_mul(3)
            .wrapping_add(p1)
            .wrapping_add(p2)
            .wrapping_mul(p3)
            .to_le()
    }
}


const INPUTS: &[(&'static str, &'static str)] = &[
    ("URL", "registry+https://github.com/rust-lang/crates.io-index"),
    ("100 chars", "Lorem ipsum dolor sit amet, consectetur adipiscing elit. Donec sem odio, consectetur ac velit ac, he"),
    ("200 chars", "Lorem ipsum dolor sit amet, consectetur adipiscing elit. Donec sem odio, consectetur ac velit ac, hendrerit pulvinar nisl. Aenean auctor felis non accumsan porta. Nullam purus diam, aliquam nec dui vi"),
    ("300 chars", "Lorem ipsum dolor sit amet, consectetur adipiscing elit. Donec sem odio, consectetur ac velit ac, hendrerit pulvinar nisl. Aenean auctor felis non accumsan porta. Nullam purus diam, aliquam nec dui vitae, iaculis fermentum eros. Nunc laoreet lectus nec malesuada tristique. Quisque venenatis vehicula"),
    ("lorem ipsum (3222 chars)", "Lorem ipsum dolor sit amet, consectetur adipiscing elit. Donec sem odio, consectetur ac velit ac, hendrerit pulvinar nisl. Aenean auctor felis non accumsan porta. Nullam purus diam, aliquam nec dui vitae, iaculis fermentum eros. Nunc laoreet lectus nec malesuada tristique. Quisque venenatis vehicula lacus sed auctor. In libero sapien, auctor vulputate tellus ut, scelerisque feugiat neque. Sed feugiat nulla vel lorem tincidunt viverra. Proin blandit pretium sapien id imperdiet. Sed elementum, ligula quis porttitor consectetur, augue ligula consectetur erat, at congue massa tortor in odio. Morbi sit amet tincidunt libero, eu rutrum felis. Integer rhoncus tortor et erat congue venenatis. Proin ac ante sit amet urna tincidunt ullamcorper. Vestibulum nec tincidunt neque. Vestibulum venenatis, libero et blandit pretium, risus nibh efficitur libero, vel condimentum tortor nulla non sapien. Morbi ac dapibus est. Duis justo arcu, laoreet lacinia luctus mollis, placerat non augue. Interdum et malesuada fames ac ante ipsum primis in faucibus. Fusce vestibulum eu tellus in pellentesque. Nam efficitur mattis turpis. Vestibulum a condimentum purus. Suspendisse eget augue scelerisque sem dignissim ornare vitae in augue. Vestibulum porta rhoncus sapien, non luctus nisi vehicula in. Etiam cursus tortor turpis, eu imperdiet purus facilisis ut. Nullam vestibulum erat ex, sit amet commodo est fermentum eleifend. Donec pulvinar imperdiet urna, egestas ultricies mi pulvinar at. Maecenas velit dui, iaculis at egestas eu, consequat sit amet nisl. Ut eu leo ultricies, porttitor ante eu, ultrices massa. Nam commodo, nunc ut mollis egestas, lectus ex eleifend nisl, vitae mollis metus quam vitae sapien. Curabitur eu nulla massa. Vivamus sodales turpis et lorem placerat, ac dignissim nulla luctus. In placerat eleifend orci, dapibus varius felis tincidunt sed. Nulla suscipit mauris condimentum ipsum finibus, ac mattis sapien aliquet. Cras feugiat elementum augue, viverra lacinia ante congue et. Sed et bibendum sem. Aenean pretium tellus eget velit commodo pretium a sit amet velit. Curabitur vitae est vitae nulla venenatis tristique in a eros. In scelerisque lectus et luctus mattis. Cras ac purus ac purus tempor molestie vitae vitae felis. Quisque volutpat elementum felis vitae mollis. Pellentesque finibus quam eget vestibulum tempus. Praesent quis massa eget ligula ultrices lobortis. Ut pellentesque, mi ac finibus sagittis, dui felis tempor dui, ac commodo mauris massa nec dolor. Cras congue, lectus vitae luctus faucibus, massa mauris malesuada elit, et facilisis turpis odio non justo. Proin volutpat turpis quis ante interdum pellentesque. Morbi faucibus, erat vel elementum aliquet, odio leo eleifend magna, sagittis semper lorem mauris nec arcu. Curabitur lacinia sagittis ante mollis facilisis. Fusce ultrices tellus sed justo rhoncus varius ut eu justo. Sed a est purus. Sed nec mi laoreet, consequat justo nec, sodales augue. Nullam posuere ipsum et velit aliquam blandit a quis metus. Aliquam id eros non magna suscipit bibendum. Curabitur porta auctor sapien, a molestie nisl. Donec neque leo, consequat vitae velit sit amet, aliquam elementum purus. Donec sit amet congue mi. Etiam at magna nunc."),
];

fn bench_hasher(c: &mut Criterion) {
    let mut group = c.benchmark_group("bench_hasher");
    group.sample_size(1000);
    for (name, input) in INPUTS {
        let id = BenchmarkId::new("RustcStableHasher", name);
        group.bench_with_input(id, input, |b, input| {
            b.iter(|| {
                let mut hasher = RustcStableHasher::new();
                input.hash(&mut hasher);
                _ = Hasher::finish(&hasher);
            })
        });
        let id = BenchmarkId::new("Blake3Hasher", name);
        group.bench_with_input(id, input, |b, input| {
            b.iter(|| {
                let mut hasher = Blake3Hasher::new();
                input.hash(&mut hasher);
                _ = Hasher::finish(&hasher);
            })
        });
        let id = BenchmarkId::new("SipHasher", name);
        group.bench_with_input(id, input, |b, input| {
            b.iter(|| {
                let mut hasher = SipHasher::new();
                input.hash(&mut hasher);
                _ = Hasher::finish(&hasher);
            })
        });
    }
    group.finish();
}

criterion_group!(benches, bench_hasher);
criterion_main!(benches);

@weihanglo
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Here is a benchmark a bit closer the real world project — it captures and generates exactly same length of random bytes for each of input bytes being hashed. So the time spent is close to the totoal time spent in stable-hashing when running cargo build in the Cargo repo.

Summary: The original siphash and rustc-stable-hash are still on par with each others, while blake3 is 2x to 3x slower. However, the total time spent is under 1.5ms for blake3, and under 500µs for others. 4638 of hash computations are included in a run.

This may suggest that it has no significant difference on the user side if we even switch to blake3.

Benchmark on aarch64-apple-darwin

Benchmarking bench_hasher/RustcStableHasher/cargo: Collecting 1000 samples in estimated 5.1615bench_hasher/RustcStableHasher/cargo
                        time:   [303.61 µs 304.10 µs 304.70 µs]
Found 133 outliers among 1000 measurements (13.30%)
  23 (2.30%) high mild
  110 (11.00%) high severe
Benchmarking bench_hasher/Blake3Hasher/cargo: Collecting 1000 samples in estimated 5.2026 s (4bench_hasher/Blake3Hasher/cargo
                        time:   [1.3179 ms 1.3194 ms 1.3209 ms]
Found 8 outliers among 1000 measurements (0.80%)
  8 (0.80%) high mild
Benchmarking bench_hasher/SipHasher/cargo: Collecting 1000 samples in estimated 5.4796 s (11k bench_hasher/SipHasher/cargo
                        time:   [498.81 µs 499.45 µs 500.12 µs]
Found 168 outliers among 1000 measurements (16.80%)
  42 (4.20%) high mild
  126 (12.60%) high severe

Benchmark on x86_64-unknown-linux-gnu

bench_hasher/RustcStableHasher/cargo
                        time:   [309.49 µs 309.52 µs 309.54 µs]
Found 1 outliers among 1000 measurements (0.10%)
  1 (0.10%) high severe
bench_hasher/Blake3Hasher/cargo
                        time:   [1.1780 ms 1.1781 ms 1.1781 ms]
Found 3 outliers among 1000 measurements (0.30%)
  3 (0.30%) high mild
bench_hasher/SipHasher/cargo
                        time:   [293.30 µs 293.32 µs 293.34 µs]
Found 5 outliers among 1000 measurements (0.50%)
  5 (0.50%) high mild

criterion benchmark script

#![allow(deprecated)]

use std::hash::Hash as _;
use std::hash::Hasher;

use criterion::criterion_group;
use criterion::criterion_main;
use criterion::BenchmarkId;
use criterion::Criterion;
use rand::RngCore as _;
use rustc_stable_hash::StableSipHasher128 as RustcStableHasher;

/// All lengths of input bytes being hash from `cargo build`ing cargo itself.
const HASHES: [u64; 4638] = [
    110, 94, 471, 40, 53, 110, 94, 0, 0, 16, 0, 8, 0, 0, 0, 48, 0, 8, 8, 0, 0, 0, 0, 8, 8, 8, 0,
    24, 8, 8, 0, 0, 40, 0, 0, 0, 8, 16, 0, 0, 24, 8, 8, 16, 16, 16, 16, 16, 8, 8, 24, 8, 24, 16,
    16, 24, 8, 24, 32, 24, 0, 8, 8, 0, 8, 0, 8, 0, 16, 8, 24, 24, 16, 0, 0, 0, 0, 8, 40, 0, 8, 24,
    16, 0, 16, 0, 0, 48, 48, 0, 0, 16, 16, 40, 16, 8, 16, 0, 0, 8, 8, 8, 16, 8, 0, 24, 16, 0, 40,
    0, 8, 56, 8, 8, 0, 8, 8, 0, 8, 8, 0, 24, 8, 0, 16, 0, 32, 24, 0, 0, 8, 0, 8, 32, 24, 0, 24, 0,
    8, 24, 104, 0, 8, 16, 0, 16, 24, 0, 8, 8, 8, 8, 16, 8, 8, 0, 8, 8, 0, 32, 0, 16, 16, 8, 40, 32,
    0, 0, 8, 0, 0, 8, 8, 16, 24, 64, 0, 0, 8, 40, 8, 0, 0, 32, 0, 0, 16, 32, 8, 0, 16, 16, 16, 32,
    8, 32, 48, 8, 16, 0, 8, 24, 16, 32, 40, 40, 32, 0, 32, 24, 48, 0, 8, 8, 16, 0, 8, 8, 0, 16, 0,
    8, 0, 32, 16, 16, 0, 112, 0, 40, 32, 24, 0, 8, 0, 72, 0, 32, 8, 8, 48, 40, 24, 40, 24, 24, 16,
    96, 104, 16, 104, 40, 40, 72, 32, 56, 40, 0, 8, 56, 72, 160, 56, 88, 96, 8, 32, 104, 64, 0, 0,
    96, 104, 32, 88, 24, 80, 56, 48, 56, 360, 0, 8, 8, 0, 8, 8, 8, 16, 8, 8, 16, 48, 0, 8, 0, 0, 8,
    0, 8, 0, 24, 0, 8, 24, 0, 32, 16, 24, 8, 8, 16, 48, 104, 16, 16, 48, 8, 32, 32, 104, 0, 0, 16,
    24, 0, 0, 8, 24, 8, 8, 48, 0, 32, 8, 24, 0, 0, 16, 0, 8, 8, 0, 8, 0, 8, 16, 24, 80, 24, 8, 8,
    8, 0, 568, 576, 298, 306, 330, 298, 319, 298, 294, 320, 356, 292, 291, 304, 302, 288, 288, 290,
    289, 300, 298, 294, 309, 300, 291, 284, 304, 336, 296, 295, 294, 318, 292, 282, 306, 281, 296,
    332, 304, 294, 251, 353, 302, 293, 311, 286, 352, 360, 301, 308, 283, 300, 367, 250, 303, 302,
    313, 317, 316, 304, 303, 298, 329, 309, 385, 328, 336, 280, 302, 278, 306, 305, 354, 283, 282,
    324, 306, 288, 329, 288, 290, 371, 335, 292, 343, 351, 371, 366, 348, 285, 304, 296, 293, 292,
    314, 320, 330, 329, 413, 626, 314, 282, 338, 290, 294, 340, 298, 302, 298, 316, 307, 280, 279,
    294, 292, 343, 304, 290, 318, 289, 381, 316, 296, 306, 294, 341, 340, 377, 312, 304, 332, 313,
    326, 344, 369, 298, 297, 318, 284, 318, 324, 286, 296, 287, 304, 318, 310, 312, 312, 292, 287,
    278, 293, 314, 306, 351, 316, 315, 358, 334, 302, 322, 328, 315, 300, 323, 326, 314, 310, 353,
    288, 284, 306, 406, 366, 298, 355, 294, 306, 312, 348, 302, 322, 329, 322, 309, 375, 294, 356,
    310, 284, 313, 365, 310, 326, 393, 384, 322, 343, 320, 319, 338, 294, 326, 324, 304, 298, 311,
    302, 292, 325, 290, 289, 294, 336, 318, 358, 290, 500, 280, 328, 320, 314, 306, 313, 294, 372,
    306, 326, 298, 294, 350, 344, 308, 336, 312, 322, 312, 388, 390, 302, 396, 332, 326, 374, 320,
    352, 332, 290, 300, 350, 368, 450, 352, 395, 382, 316, 370, 396, 362, 288, 280, 421, 390, 352,
    467, 334, 392, 352, 342, 354, 803, 280, 294, 298, 290, 306, 287, 278, 333, 318, 304, 324, 330,
    292, 324, 288, 306, 294, 290, 327, 294, 306, 294, 308, 328, 294, 362, 298, 312, 288, 302, 312,
    381, 468, 302, 333, 410, 300, 392, 509, 487, 288, 301, 314, 357, 320, 326, 296, 391, 366, 387,
    358, 304, 288, 306, 316, 310, 304, 294, 409, 333, 296, 288, 304, 294, 304, 312, 333, 528, 324,
    289, 280, 294, 310, 806, 798, 2350, 126, 209, 72, 88, 0, 87, 120, 290, 209, 78, 95, 0, 93,
    2229, 157, 209, 82, 99, 0, 97, 87, 120, 161, 209, 74, 90, 0, 89, 2350, 133, 209, 78, 94, 0, 93,
    2350, 105, 209, 78, 94, 0, 93, 2350, 101, 209, 76, 92, 0, 91, 2312, 151, 209, 85, 102, 0, 100,
    89, 2350, 180, 209, 73, 90, 0, 88, 87, 120, 155, 209, 67, 87, 0, 86, 209, 86, 120, 155, 209,
    71, 88, 0, 86, 120, 161, 209, 71, 88, 0, 86, 120, 157, 209, 73, 89, 0, 88, 120, 210, 209, 73,
    89, 0, 88, 120, 179, 209, 67, 86, 0, 84, 209, 84, 120, 179, 209, 69, 87, 0, 84, 120, 209, 209,
    74, 91, 0, 89, 84, 120, 318, 209, 70, 86, 0, 85, 120, 309, 209, 67, 84, 0, 82, 120, 145, 209,
    67, 86, 0, 86, 209, 86, 120, 330, 209, 71, 87, 0, 86, 120, 175, 209, 81, 97, 0, 96, 120, 145,
    209, 71, 87, 0, 86, 120, 196, 209, 73, 89, 0, 88, 86, 120, 196, 209, 67, 89, 0, 89, 209, 89,
    120, 196, 209, 74, 90, 0, 89, 82, 120, 216, 209, 75, 92, 0, 90, 120, 210, 209, 70, 87, 0, 85,
    164, 259, 209, 67, 89, 0, 88, 209, 88, 164, 259, 209, 73, 90, 0, 88, 120, 366, 209, 71, 88, 0,
    86, 86, 84, 120, 212, 209, 73, 90, 0, 88, 84, 120, 448, 209, 68, 85, 0, 83, 386, 146, 209, 67,
    16, 0, 6, 82, 90, 120, 151, 209, 67, 100, 0, 98, 82, 120, 195, 209, 67, 102, 0, 100, 209, 100,
    82, 90, 85, 164, 259, 209, 67, 89, 0, 88, 209, 88, 209, 98, 82, 90, 120, 184, 209, 67, 98, 0,
    96, 82, 90, 120, 215, 209, 67, 91, 0, 91, 88, 82, 90, 85, 120, 171, 209, 66, 96, 0, 91, 209,
    91, 209, 91, 88, 91, 209, 96, 209, 6, 86, 120, 179, 209, 67, 86, 0, 84, 209, 84, 120, 179, 209,
    69, 87, 0, 84, 120, 210, 209, 67, 87, 0, 85, 209, 85, 120, 275, 209, 67, 92, 0, 91, 209, 91,
    120, 221, 209, 78, 95, 0, 93, 120, 275, 209, 76, 93, 0, 91, 91, 120, 130, 209, 70, 87, 0, 85,
    91, 85, 93, 120, 124, 209, 68, 85, 0, 83, 120, 223, 209, 77, 95, 0, 92, 120, 210, 209, 70, 88,
    0, 85, 120, 141, 209, 69, 86, 0, 84, 120, 278, 209, 71, 87, 0, 86, 120, 137, 209, 68, 85, 0,
    83, 85, 120, 175, 209, 67, 92, 0, 90, 209, 90, 120, 175, 209, 75, 93, 0, 90, 120, 116, 209, 67,
    90, 0, 89, 209, 89, 91, 85, 83, 120, 149, 209, 79, 96, 0, 94, 120, 116, 209, 74, 91, 0, 89,
    120, 337, 209, 73, 89, 0, 88, 85, 120, 116, 209, 73, 90, 0, 88, 84, 249, 314, 209, 73, 89, 0,
    88, 88, 85, 120, 199, 209, 74, 90, 0, 89, 2201, 251, 209, 69, 86, 0, 84, 386, 156, 209, 81, 43,
    0, 17, 17, 120, 194, 209, 73, 89, 0, 88, 120, 187, 209, 84, 100, 0, 99, 84, 120, 187, 209, 80,
    97, 0, 95, 99, 84, 99, 84, 683, 245, 209, 87, 104, 0, 102, 683, 237, 209, 83, 99, 0, 98, 386,
    169, 209, 96, 58, 0, 32, 85, 386, 147, 209, 79, 37, 0, 15, 86, 95, 86, 84, 120, 212, 209, 73,
    90, 0, 88, 120, 167, 209, 68, 84, 0, 83, 120, 181, 209, 67, 96, 0, 95, 209, 95, 120, 181, 209,
    80, 97, 0, 95, 120, 175, 209, 80, 97, 0, 95, 95, 120, 175, 209, 80, 96, 0, 95, 86, 120, 188,
    209, 77, 93, 0, 92, 86, 92, 86, 120, 184, 209, 77, 93, 0, 92, 120, 219, 209, 79, 95, 0, 94,
    120, 191, 209, 69, 85, 0, 84, 120, 132, 209, 68, 85, 0, 83, 94, 92, 120, 412, 209, 72, 89, 0,
    87, 83, 86, 94, 120, 226, 209, 74, 90, 0, 89, 89, 120, 173, 209, 72, 88, 0, 87, 120, 290, 209,
    71, 88, 0, 86, 84, 120, 209, 209, 74, 91, 0, 89, 84, 89, 86, 84, 120, 261, 209, 76, 93, 0, 91,
    120, 173, 209, 78, 94, 0, 93, 120, 204, 209, 67, 94, 0, 93, 209, 93, 120, 389, 209, 66, 92, 0,
    87, 209, 87, 120, 389, 209, 72, 89, 0, 87, 120, 383, 209, 72, 88, 0, 87, 120, 204, 209, 78, 95,
    0, 93, 120, 131, 209, 77, 94, 0, 92, 120, 312, 209, 74, 90, 0, 89, 93, 87, 120, 119, 209, 78,
    94, 0, 93, 120, 263, 209, 71, 87, 0, 86, 120, 164, 209, 71, 88, 0, 86, 120, 201, 209, 69, 86,
    0, 84, 120, 170, 209, 77, 93, 0, 92, 86, 120, 147, 209, 73, 89, 0, 88, 88, 84, 120, 161, 209,
    70, 86, 0, 85, 84, 884, 208, 209, 67, 88, 0, 86, 209, 86, 884, 208, 209, 71, 89, 0, 86, 120,
    306, 209, 73, 90, 0, 88, 1133, 147, 209, 81, 98, 0, 96, 91, 85, 83, 120, 259, 209, 83, 100, 0,
    98, 120, 152, 209, 74, 91, 0, 89, 120, 168, 209, 77, 94, 0, 92, 120, 190, 209, 72, 89, 0, 87,
    87, 386, 144, 209, 75, 33, 0, 11, 120, 162, 209, 67, 87, 0, 86, 209, 86, 85, 120, 162, 209, 71,
    88, 0, 86, 85, 85, 120, 135, 209, 71, 87, 0, 86, 120, 149, 209, 77, 93, 0, 92, 85, 86, 120,
    171, 209, 79, 95, 0, 94, 120, 139, 209, 72, 88, 0, 87, 120, 177, 209, 67, 91, 0, 90, 209, 90,
    120, 177, 209, 75, 92, 0, 90, 120, 188, 209, 78, 95, 0, 93, 85, 120, 103, 209, 76, 92, 0, 91,
    89, 85, 85, 2350, 127, 209, 78, 94, 0, 93, 85, 2229, 166, 209, 78, 94, 0, 93, 120, 105, 209,
    75, 91, 0, 90, 93, 120, 176, 209, 67, 86, 0, 85, 209, 85, 86, 89, 120, 158, 209, 73, 90, 0, 88,
    120, 176, 209, 70, 87, 0, 85, 120, 182, 209, 79, 96, 0, 94, 120, 152, 209, 74, 91, 0, 89, 142,
    127, 209, 73, 89, 0, 88, 85, 93, 93, 86, 2199, 123, 209, 71, 88, 0, 86, 2229, 176, 209, 74, 92,
    0, 89, 2229, 351, 209, 69, 86, 0, 84, 120, 347, 209, 76, 92, 0, 91, 120, 121, 209, 81, 97, 0,
    96, 120, 185, 209, 80, 96, 0, 95, 120, 153, 209, 77, 94, 0, 92, 120, 134, 209, 79, 95, 0, 94,
    120, 151, 209, 72, 88, 0, 87, 120, 387, 209, 86, 103, 0, 101, 120, 160, 209, 69, 85, 0, 84, 96,
    120, 145, 209, 68, 84, 0, 83, 386, 136, 209, 83, 41, 0, 19, 88, 87, 2271, 102, 209, 73, 89, 0,
    88, 120, 318, 209, 71, 88, 0, 86, 86, 120, 157, 209, 78, 94, 0, 93, 2258, 139, 209, 77, 94, 0,
    92, 2258, 139, 209, 69, 86, 0, 84, 84, 88, 120, 156, 209, 78, 94, 0, 93, 85, 2258, 121, 209,
    78, 95, 0, 93, 120, 278, 209, 71, 87, 0, 86, 120, 153, 209, 80, 96, 0, 95, 120, 143, 209, 68,
    84, 0, 83, 91, 85, 83, 120, 160, 209, 87, 103, 0, 102, 120, 205, 209, 76, 92, 0, 91, 120, 204,
    209, 67, 85, 0, 84, 98, 209, 84, 98, 84, 84, 100, 120, 195, 209, 79, 103, 0, 100, 84, 88, 164,
    259, 209, 73, 90, 0, 88, 120, 151, 209, 73, 98, 0, 98, 84, 84, 120, 287, 209, 72, 88, 0, 87,
    120, 204, 209, 69, 86, 0, 84, 96, 85, 90, 89, 83, 386, 142, 209, 74, 29, 0, 10, 84, 98, 88, 89,
    88, 120, 215, 209, 71, 87, 0, 86, 168, 316, 209, 76, 92, 0, 91, 120, 366, 209, 71, 88, 0, 86,
    88, 84, 84, 96, 84, 91, 88, 84, 91, 120, 171, 209, 76, 93, 0, 91, 120, 215, 209, 76, 89, 0, 91,
    88, 91, 120, 184, 209, 76, 96, 0, 96, 83, 83, 120, 310, 209, 69, 86, 0, 84, 84, 84, 83, 83,
    120, 249, 209, 74, 91, 0, 89, 84, 84, 84, 120, 235, 209, 69, 86, 0, 84, 89, 2532, 181, 209, 73,
    89, 0, 88, 84, 88, 101, 2532, 184, 209, 74, 91, 0, 89, 84, 89, 86, 2532, 147, 209, 74, 91, 0,
    89, 84, 88, 84, 120, 175, 209, 70, 86, 0, 85, 89, 95, 120, 205, 209, 82, 99, 0, 97, 86, 85,
    120, 177, 209, 75, 91, 0, 90, 89, 2532, 183, 209, 73, 90, 0, 88, 2532, 199, 209, 74, 91, 0, 89,
    89, 84, 89, 87, 120, 190, 209, 67, 89, 0, 88, 209, 88, 120, 346, 209, 75, 91, 0, 90, 120, 190,
    209, 73, 90, 0, 88, 86, 84, 120, 172, 209, 67, 96, 0, 96, 209, 96, 120, 178, 209, 73, 90, 0,
    88, 120, 172, 209, 81, 97, 0, 96, 120, 195, 209, 76, 93, 0, 91, 83, 91, 120, 191, 209, 72, 89,
    0, 87, 120, 173, 209, 74, 90, 0, 89, 89, 87, 2532, 193, 209, 77, 94, 0, 92, 84, 89, 359, 143,
    209, 69, 85, 0, 84, 89, 89, 2532, 186, 209, 73, 91, 0, 88, 2532, 180, 209, 73, 90, 0, 88, 88,
    84, 89, 89, 2532, 194, 209, 74, 91, 0, 89, 89, 120, 199, 209, 82, 98, 0, 97, 120, 132, 209, 72,
    88, 0, 87, 88, 89, 120, 165, 209, 76, 92, 0, 91, 2532, 179, 209, 79, 96, 0, 94, 84, 88, 89,
    120, 174, 209, 76, 92, 0, 91, 2532, 190, 209, 76, 93, 0, 91, 84, 89, 2532, 206, 209, 74, 90, 0,
    89, 92, 88, 84, 120, 196, 209, 72, 88, 0, 87, 89, 2532, 211, 209, 80, 97, 0, 95, 84, 88, 84,
    88, 84, 89, 2532, 185, 209, 81, 98, 0, 96, 92, 88, 88, 89, 92, 88, 92, 89, 2532, 181, 209, 71,
    88, 0, 86, 88, 86, 84, 89, 91, 88, 2532, 185, 209, 77, 94, 0, 92, 89, 89, 2532, 155, 209, 73,
    90, 0, 88, 84, 89, 88, 92, 88, 88, 89, 91, 2532, 201, 209, 78, 94, 0, 93, 89, 84, 89, 2532,
    173, 209, 77, 93, 0, 92, 84, 88, 89, 86, 2532, 187, 209, 75, 92, 0, 90, 88, 92, 89, 92, 87, 89,
    86, 2532, 151, 209, 72, 89, 0, 87, 88, 84, 2532, 181, 209, 72, 89, 0, 87, 86, 89, 88, 89, 91,
    86, 2532, 163, 209, 75, 92, 0, 90, 84, 91, 96, 88, 91, 96, 91, 86, 89, 2532, 187, 209, 75, 91,
    0, 90, 87, 89, 84, 92, 88, 89, 83, 2532, 200, 209, 72, 89, 0, 87, 89, 2532, 191, 209, 80, 97,
    0, 95, 88, 84, 88, 90, 89, 2532, 168, 209, 73, 90, 0, 88, 84, 84, 86, 88, 88, 87, 87, 89, 2532,
    189, 209, 77, 94, 0, 92, 86, 84, 88, 88, 89, 91, 2532, 175, 209, 75, 92, 0, 90, 88, 84, 88,
    120, 137, 209, 68, 81, 0, 83, 89, 2532, 204, 209, 75, 92, 0, 90, 92, 86, 88, 88, 90, 88, 95,
    88, 88, 93, 90, 95, 88, 88, 93, 90, 88, 89, 2532, 177, 209, 76, 93, 0, 91, 88, 89, 2532, 150,
    209, 77, 94, 0, 92, 89, 92, 89, 84, 84, 87, 86, 88, 89, 2532, 209, 209, 74, 91, 0, 89, 90, 88,
    88, 84, 94, 96, 88, 88, 89, 2532, 176, 209, 77, 93, 0, 92, 89, 89, 84, 94, 92, 86, 88, 88, 90,
    89, 90, 88, 92, 2532, 199, 209, 77, 94, 0, 92, 89, 2532, 179, 209, 72, 88, 0, 87, 92, 92, 84,
    86, 120, 195, 209, 76, 93, 0, 91, 94, 91, 88, 90, 84, 90, 89, 89, 2532, 194, 209, 88, 105, 0,
    103, 88, 89, 89, 89, 88, 89, 2532, 175, 209, 75, 92, 0, 90, 86, 88, 88, 93, 90, 89, 88, 88, 95,
    88, 88, 90, 91, 88, 89, 2532, 186, 209, 78, 95, 0, 93, 90, 120, 133, 209, 73, 89, 0, 88, 88,
    92, 86, 88, 93, 90, 120, 183, 209, 69, 85, 0, 84, 89, 92, 88, 93, 90, 88, 92, 87, 91, 88, 89,
    2532, 167, 209, 73, 90, 0, 88, 88, 89, 91, 88, 89, 2532, 158, 209, 72, 89, 0, 87, 88, 88, 92,
    90, 84, 95, 88, 92, 88, 86, 84, 84, 91, 95, 92, 84, 90, 89, 89, 2532, 197, 209, 79, 96, 0, 94,
    89, 87, 87, 89, 2532, 200, 209, 78, 95, 0, 93, 89, 91, 85, 83, 120, 162, 209, 76, 93, 0, 91,
    89, 86, 2532, 181, 209, 77, 94, 0, 92, 87, 84, 88, 84, 95, 88, 88, 90, 91, 89, 2532, 218, 209,
    77, 94, 0, 92, 92, 88, 89, 2532, 188, 209, 76, 93, 0, 91, 92, 91, 87, 84, 90, 88, 92, 91, 87,
    89, 2532, 173, 209, 78, 95, 0, 93, 92, 89, 93, 92, 87, 89, 92, 92, 89, 87, 88, 89, 2532, 169,
    209, 68, 85, 0, 83, 120, 196, 209, 69, 85, 0, 84, 83, 86, 120, 161, 209, 69, 86, 0, 84, 84, 86,
    120, 226, 209, 74, 90, 0, 89, 120, 211, 209, 74, 90, 0, 89, 86, 87, 120, 122, 209, 72, 88, 0,
    87, 93, 120, 185, 209, 67, 86, 0, 85, 209, 85, 86, 84, 120, 178, 209, 74, 91, 0, 89, 120, 226,
    209, 74, 90, 0, 89, 89, 120, 190, 209, 77, 93, 0, 92, 87, 87, 120, 133, 209, 77, 93, 0, 92, 87,
    120, 185, 209, 70, 87, 0, 85, 88, 120, 171, 209, 71, 88, 0, 86, 120, 153, 209, 74, 91, 0, 89,
    89, 120, 189, 209, 73, 89, 0, 88, 84, 96, 86, 120, 161, 209, 71, 87, 0, 86, 83, 120, 245, 209,
    72, 88, 0, 87, 120, 225, 209, 74, 90, 0, 89, 89, 120, 226, 209, 80, 96, 0, 95, 89, 120, 182,
    209, 76, 92, 0, 91, 86, 87, 120, 134, 209, 70, 87, 0, 85, 89, 120, 321, 209, 73, 89, 0, 88,
    120, 449, 209, 76, 92, 0, 91, 87, 120, 307, 209, 68, 84, 0, 83, 86, 120, 339, 209, 73, 89, 0,
    88, 93, 89, 86, 87, 120, 328, 209, 78, 94, 0, 93, 86, 89, 86, 120, 216, 209, 67, 84, 0, 82, 93,
    82, 89, 86, 120, 201, 209, 70, 87, 0, 85, 84, 120, 187, 209, 69, 86, 0, 84, 91, 83, 83, 120,
    234, 209, 69, 85, 0, 84, 120, 313, 209, 70, 87, 0, 85, 89, 88, 83, 93, 85, 86, 87, 120, 294,
    209, 69, 85, 0, 84, 86, 87, 120, 310, 209, 79, 96, 0, 94, 84, 86, 120, 269, 209, 72, 88, 0, 87,
    86, 89, 120, 181, 209, 74, 90, 0, 89, 84, 120, 334, 209, 70, 87, 0, 85, 94, 94, 120, 301, 209,
    75, 92, 0, 90, 84, 120, 351, 209, 69, 86, 0, 84, 89, 92, 86, 94, 92, 120, 309, 209, 70, 87, 0,
    85, 85, 90, 84, 86, 84, 87, 120, 147, 209, 73, 89, 0, 88, 120, 165, 209, 73, 89, 0, 88, 84,
    120, 162, 209, 75, 92, 0, 90, 89, 120, 224, 209, 76, 92, 0, 91, 89, 120, 221, 209, 69, 85, 0,
    84, 85, 88, 120, 144, 209, 82, 98, 0, 97, 120, 153, 209, 92, 108, 0, 107, 89, 120, 179, 209,
    73, 89, 0, 88, 82, 90, 85, 120, 135, 209, 67, 95, 0, 94, 209, 94, 120, 135, 209, 79, 96, 0, 94,
    88, 120, 122, 209, 73, 90, 0, 88, 120, 160, 209, 75, 91, 0, 90, 85, 90, 89, 87, 386, 242, 209,
    72, 30, 0, 8, 89, 86, 85, 94, 85, 120, 167, 209, 78, 95, 0, 93, 90, 86, 91, 86, 120, 111, 209,
    69, 86, 0, 84, 92, 120, 163, 209, 84, 100, 0, 99, 120, 147, 209, 81, 97, 0, 96, 88, 84, 120,
    448, 209, 68, 85, 0, 83, 88, 89, 84, 84, 89, 87, 90, 92, 120, 159, 209, 77, 94, 0, 92, 120,
    219, 209, 79, 96, 0, 94, 120, 180, 209, 73, 89, 0, 88, 120, 158, 209, 73, 89, 0, 88, 120, 261,
    209, 77, 94, 0, 92, 89, 85, 120, 180, 209, 76, 92, 0, 91, 120, 171, 209, 77, 93, 0, 92, 88, 86,
    89, 120, 144, 209, 77, 93, 0, 92, 87, 92, 83, 89, 92, 120, 183, 209, 76, 92, 0, 91, 120, 252,
    209, 83, 100, 0, 98, 120, 182, 209, 79, 95, 0, 94, 98, 93, 120, 151, 209, 67, 87, 0, 87, 209,
    87, 120, 151, 209, 72, 88, 0, 87, 120, 290, 209, 78, 94, 0, 93, 83, 87, 386, 146, 209, 70, 22,
    0, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8,
    8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8,
    8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8,
    8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8,
    8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8,
    8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8,
    8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8,
    8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8,
    8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8,
    8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8,
    8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 97, 88, 87, 86, 86,
    86, 88, 6, 6, 17, 32, 15, 11, 19, 84, 93, 91, 10, 84, 98, 88, 86, 84, 89, 83, 84, 83, 84, 84,
    89, 89, 86, 85, 88, 89, 89, 88, 84, 96, 86, 86, 87, 88, 88, 84, 85, 88, 90, 8, 89, 86, 85, 94,
    93, 90, 84, 92, 99, 96, 83, 88, 89, 84, 84, 89, 87, 94, 98, 87, 93, 83, 87, 386, 146, 209, 54,
    26, 0, 8, 204, 204, 187, 187, 171, 171, 165, 165, 286, 286, 314, 314, 155, 155, 173, 173, 171,
    171, 297, 297, 258, 258, 327, 327, 311, 311, 585, 585, 181, 181, 159, 159, 196, 196, 327, 327,
    275, 275, 207, 207, 195, 195, 468, 468, 301, 301, 195, 195, 227, 227, 231, 231, 205, 205, 224,
    224, 324, 324, 233, 233, 309, 230, 230, 210, 210, 309, 257, 257, 340, 340, 230, 230, 200, 200,
    185, 185, 185, 185, 266, 266, 133, 133, 251, 251, 163, 163, 222, 222, 207, 207, 268, 268, 321,
    321, 177, 177, 354, 354, 186, 186, 163, 163, 244, 244, 196, 196, 352, 352, 315, 315, 303, 303,
    198, 198, 345, 345, 254, 254, 225, 225, 472, 472, 239, 239, 196, 196, 153, 153, 777, 777, 405,
    405, 715, 715, 239, 239, 379, 379, 410, 410, 187, 187, 279, 279, 275, 275, 201, 201, 465, 465,
    397, 397, 263, 263, 201, 201, 133, 133, 292, 292, 227, 227, 206, 206, 1102, 279, 262, 262, 279,
    295, 295, 4537, 4537, 347, 347, 806, 806, 304, 304, 244, 244, 316, 316, 259, 259, 263, 263,
    182, 182, 200, 200, 537, 537, 479, 479, 272, 272, 475, 475, 167, 167, 214, 214, 542, 542, 235,
    235, 188, 188, 1102, 310, 310, 323, 323, 198, 198, 322, 322, 340, 340, 199, 199, 369, 262, 262,
    201, 201, 170, 170, 369, 302, 302, 340, 340, 474, 474, 301, 301, 182, 207, 207, 182, 180, 180,
    468, 468, 310, 310, 246, 246, 186, 186, 4754, 4754, 266, 266, 231, 231, 189, 189, 359, 359,
    373, 373, 286, 286, 282, 282, 415, 415, 339, 339, 218, 218, 190, 190, 192, 192, 239, 239, 271,
    271, 177, 177, 328, 328, 196, 196, 191, 191, 287, 287, 422, 422, 244, 244, 267, 267, 308, 308,
    240, 240, 284, 284, 755, 755, 192, 192, 223, 223, 163, 163, 161, 161, 167, 167, 201, 201, 171,
    171, 203, 203, 183, 183, 165, 165, 668, 668, 294, 294, 404, 404, 4537, 4537, 202, 202, 319,
    319, 331, 331, 359, 359, 205, 205, 348, 348, 298, 298, 195, 195, 238, 238, 207, 207, 157, 157,
    238, 238, 161, 280, 161, 280, 821, 821, 161, 161, 188, 188, 153, 153, 235, 235, 735, 735, 207,
    207, 228, 228, 275, 275, 157, 157, 197, 197, 445, 288, 193, 193, 204, 204, 273, 273, 224, 224,
    445, 288, 341, 341, 305, 305, 256, 256, 580, 580, 244, 244, 417, 417, 320, 320, 253, 253, 268,
    268, 208, 208, 217, 217, 1016, 1016, 247, 247, 449, 449, 352, 352, 360, 360, 245, 245, 293,
    293, 323, 323, 313, 313, 544, 364, 364, 446, 446, 436, 436, 425, 425, 421, 421, 208, 208, 544,
    544, 544, 362, 362, 817, 817, 537, 344, 344, 231, 231, 267, 267, 1138, 1138, 606, 606, 591,
    591, 169, 169, 328, 328, 537, 708, 533, 533, 385, 385, 396, 396, 238, 238, 477, 477, 266, 708,
    266, 328, 328, 560, 560, 229, 229, 538, 538, 216, 216, 380, 380, 359, 359, 280, 280, 219, 219,
    213, 213, 291, 291, 260, 260, 962, 962, 132, 132, 270, 270, 196, 196, 997, 997, 302, 302, 351,
    351, 395, 395, 682, 682, 569, 569, 487, 487, 523, 523, 250, 250, 353, 353, 1405, 1405, 539,
    539, 687, 687, 485, 485, 356, 356, 596, 596, 358, 358, 537, 537, 972, 972, 319, 319, 285, 285,
    392, 392, 266, 266, 221, 221, 213, 213, 183, 161, 161, 183, 209, 209, 169, 169, 202, 202, 480,
    480, 376, 376, 222, 222, 204, 204, 185, 185, 255, 255, 197, 197, 171, 171, 195, 195, 210, 210,
    204, 204, 179, 179, 293, 293, 323, 323, 485, 485, 250, 250, 271, 271, 277, 277, 314, 314, 267,
    267, 253, 253, 204, 204, 380, 380, 763, 763, 194, 194, 946, 946, 411, 411, 333, 333, 473, 473,
    497, 497, 262, 262, 314, 314, 405, 405, 198, 198, 163, 163, 196, 196, 216, 216, 177, 177, 208,
    208, 188, 188, 169, 169, 183, 183, 219, 219, 269, 269, 153, 153, 217, 217, 318, 318, 2727,
    2727, 2965, 2965, 493, 493, 3030, 3030, 502, 265, 265, 502, 2116, 2116, 2139, 2139,
];

pub struct SipHasher(std::hash::SipHasher);

impl SipHasher {
    pub fn new() -> SipHasher {
        SipHasher(std::hash::SipHasher::new())
    }
}

impl Hasher for SipHasher {
    fn finish(&self) -> u64 {
        self.0.finish()
    }
    fn write(&mut self, bytes: &[u8]) {
        self.0.write(bytes)
    }
}

pub struct Blake3Hasher {
    state: blake3::Hasher,
}

impl Blake3Hasher {
    pub fn new() -> Blake3Hasher {
        Blake3Hasher {
            state: Default::default(),
        }
    }
}

impl rustc_stable_hash::ExtendedHasher for Blake3Hasher {
    type Hash = blake3::Hash;

    #[inline]
    fn finish(self) -> Self::Hash {
        self.state.finalize()
    }
}

impl Hasher for Blake3Hasher {
    #[inline]
    fn write(&mut self, bytes: &[u8]) {
        self.state.update(bytes);
    }

    #[inline]
    fn finish(&self) -> u64 {
        let hash = self.state.finalize();
        let [a0, a1, a2, a3, a4, a5, a6, a7, b0, b1, b2, b3, b4, b5, b6, b7, c0, c1, c2, c3, c4, c5, c6, c7, d0, d1, d2, d3, d4, d5, d6, d7] =
            *hash.as_bytes();
        let p0 = u64::from_ne_bytes([a0, a1, a2, a3, a4, a5, a6, a7]);
        let p1 = u64::from_ne_bytes([b0, b1, b2, b3, b4, b5, b6, b7]);
        let p2 = u64::from_ne_bytes([c0, c1, c2, c3, c4, c5, c6, c7]);
        let p3 = u64::from_ne_bytes([d0, d1, d2, d3, d4, d5, d6, d7]);
        p0.wrapping_mul(3)
            .wrapping_add(p1)
            .wrapping_add(p2)
            .wrapping_mul(p3)
            .to_le()
    }
}

fn bench_hasher(c: &mut Criterion) {
    let mut group = c.benchmark_group("bench_hasher");
    group.sample_size(1000);
    let id = BenchmarkId::new("RustcStableHasher", "cargo");
    let input: Vec<Vec<u8>> = HASHES
        .iter()
        .map(|length| {
            let mut bytes = vec![0; *length as usize];
            rand::thread_rng().fill_bytes(&mut bytes);
            bytes
        })
        .collect();
    group.bench_with_input(id, &input, |b, input| {
        b.iter(|| {
            for bytes in input {
                let mut hasher = RustcStableHasher::new();
                bytes.hash(&mut hasher);
                _ = Hasher::finish(&hasher);
            }
        })
    });
    let id = BenchmarkId::new("Blake3Hasher", "cargo");
    group.bench_with_input(id, &input, |b, input| {
        b.iter(|| {
            for bytes in input {
                let mut hasher = Blake3Hasher::new();
                bytes.hash(&mut hasher);
                _ = Hasher::finish(&hasher);
            }
        })
    });
    let id = BenchmarkId::new("SipHasher", "cargo");
    group.bench_with_input(id, &input, |b, input| {
        b.iter(|| {
            for bytes in input {
                let mut hasher = SipHasher::new();
                bytes.hash(&mut hasher);
                _ = Hasher::finish(&hasher);
            }
        })
    });
    group.finish();
}

criterion_group!(benches, bench_hasher);
criterion_main!(benches);

@weihanglo
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Side note: while Cargo never guarantees to generate a stable hash for source URL for cache purposes, it is still better if people can have one single index cache for all platforms. See #14795

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A-cache-messages Area: caching of compiler messages A-layout Area: target output directory layout, naming, and organization A-rebuild-detection Area: rebuild detection and fingerprinting A-registries Area: registries S-waiting-on-review Status: Awaiting review from the assignee but also interested parties. Z-trim-paths Nightly: path sanitization
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