lencode 1.1.0

A crate for encoding and decoding variable-length data using the Lencode varint encoding scheme and deduplication
Documentation
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#![cfg(all(feature = "solana", feature = "std"))]

use borsh::{BorshDeserialize, BorshSerialize};
use criterion::{BatchSize, Criterion, criterion_group, criterion_main};
use lencode::prelude::*;
use rand::rngs::StdRng;
use rand::seq::SliceRandom;
use rand::{RngExt, SeedableRng};
use serde::{Deserialize, Serialize};
use solana_message::compiled_instruction::CompiledInstruction;
use solana_pubkey::Pubkey;
use std::hint::black_box;
use std::io::Cursor;
use wincode::{SchemaRead, SchemaReadOwned, SchemaWrite, io::Cursor as WincodeCursor};

#[derive(
    Clone,
    Debug,
    PartialEq,
    Eq,
    Hash,
    Pack,
    Serialize,
    Deserialize,
    SchemaWrite,
    SchemaRead,
    BorshSerialize,
    BorshDeserialize,
)]
#[repr(transparent)]
struct BenchPubkey([u8; 32]);

impl From<Pubkey> for BenchPubkey {
    fn from(value: Pubkey) -> Self {
        Self(value.to_bytes())
    }
}

impl DedupeEncodeable for BenchPubkey {
    type Hasher = DefaultDedupeHasher;
}
impl DedupeDecodeable for BenchPubkey {
    type Hasher = DefaultDedupeHasher;
}

#[derive(
    Clone,
    Debug,
    PartialEq,
    Serialize,
    Deserialize,
    SchemaWrite,
    SchemaRead,
    Encode,
    Decode,
    BorshSerialize,
    BorshDeserialize,
)]
struct BenchCompiledInstruction {
    program_id_index: u8,
    #[serde(with = "solana_short_vec")]
    #[wincode(with = "wincode::containers::Vec<_, wincode::len::ShortU16Len>")]
    accounts: Vec<u8>,
    #[serde(with = "solana_short_vec")]
    #[wincode(with = "wincode::containers::Vec<_, wincode::len::ShortU16Len>")]
    data: Vec<u8>,
}

impl From<&CompiledInstruction> for BenchCompiledInstruction {
    fn from(value: &CompiledInstruction) -> Self {
        Self {
            program_id_index: value.program_id_index,
            accounts: value.accounts.clone(),
            data: value.data.clone(),
        }
    }
}

#[derive(
    Clone,
    Debug,
    PartialEq,
    Serialize,
    Deserialize,
    SchemaWrite,
    SchemaRead,
    Encode,
    Decode,
    BorshSerialize,
    BorshDeserialize,
)]
struct BenchMessage {
    #[serde(with = "solana_short_vec")]
    #[wincode(with = "wincode::containers::Vec<_, wincode::len::ShortU16Len>")]
    account_keys: Vec<BenchPubkey>,
    recent_blockhash: [u8; 32],
    #[serde(with = "solana_short_vec")]
    #[wincode(with = "wincode::containers::Vec<_, wincode::len::ShortU16Len>")]
    instructions: Vec<BenchCompiledInstruction>,
}

#[inline(always)]
fn encode_lencode_into<T: Encode>(value: &T, writer: &mut lencode::io::VecWriter) {
    value.encode_ext(writer, None).unwrap();
}

#[inline(always)]
fn encode_lencode<T: Encode>(value: &T) -> Vec<u8> {
    let mut writer = lencode::io::VecWriter::new();
    encode_lencode_into(value, &mut writer);
    writer.into_inner()
}

#[inline(always)]
fn encode_lencode_dedupe_into<T: Encode>(
    value: &T,
    ctx: &mut EncoderContext,
    writer: &mut lencode::io::VecWriter,
) {
    value.encode_ext(writer, Some(ctx)).unwrap();
}

#[inline(always)]
fn encode_lencode_dedupe<T: Encode>(value: &T, ctx: &mut EncoderContext) -> Vec<u8> {
    let mut writer = lencode::io::VecWriter::new();
    encode_lencode_dedupe_into(value, ctx, &mut writer);
    writer.into_inner()
}

#[inline(always)]
fn decode_lencode<T: Decode>(bytes: &[u8]) -> T {
    let mut cursor = lencode::io::Cursor::new(bytes);
    T::decode_ext(&mut cursor, None).unwrap()
}

#[inline(always)]
fn decode_lencode_dedupe<T: Decode>(bytes: &[u8], ctx: &mut DecoderContext) -> T {
    let mut cursor = lencode::io::Cursor::new(bytes);
    T::decode_ext(&mut cursor, Some(ctx)).unwrap()
}

#[inline(always)]
fn encode_bincode_into<T: Serialize>(value: &T, cursor: &mut Cursor<Vec<u8>>) {
    bincode::serde::encode_into_std_write(value, cursor, bincode::config::standard()).unwrap();
}

#[inline(always)]
fn encode_bincode<T: Serialize>(value: &T) -> Vec<u8> {
    let mut cursor = Cursor::new(Vec::new());
    encode_bincode_into(value, &mut cursor);
    cursor.into_inner()
}

#[inline(always)]
fn decode_bincode<T: serde::de::DeserializeOwned>(bytes: &[u8]) -> T {
    let mut cursor = Cursor::new(bytes);
    bincode::serde::decode_from_std_read(&mut cursor, bincode::config::standard()).unwrap()
}

#[inline(always)]
fn encode_borsh_into<T: BorshSerialize>(value: &T, cursor: &mut Cursor<Vec<u8>>) {
    value.serialize(cursor).unwrap();
}

#[inline(always)]
fn encode_borsh<T: BorshSerialize>(value: &T) -> Vec<u8> {
    let mut cursor = Cursor::new(Vec::new());
    encode_borsh_into(value, &mut cursor);
    cursor.into_inner()
}

#[inline(always)]
fn decode_borsh<T: BorshDeserialize>(bytes: &[u8]) -> T {
    let mut cursor = Cursor::new(bytes);
    T::deserialize_reader(&mut cursor).unwrap()
}

#[inline(always)]
fn encode_wincode_into<T: SchemaWrite<Src = T>>(value: &T, writer: &mut impl wincode::io::Writer) {
    wincode::serialize_into(writer, value).unwrap();
}

#[inline(always)]
fn encode_wincode<T: SchemaWrite<Src = T>>(value: &T) -> Vec<u8> {
    wincode::serialize(value).unwrap()
}

#[inline(always)]
fn decode_wincode<T>(bytes: &[u8]) -> T
where
    T: SchemaReadOwned<Dst = T>,
{
    wincode::deserialize(bytes).unwrap()
}

fn bench_codec<T>(c: &mut Criterion, name: &str, value: &T)
where
    T: Encode
        + Decode
        + Serialize
        + serde::de::DeserializeOwned
        + BorshSerialize
        + BorshDeserialize
        + SchemaWrite<Src = T>
        + SchemaReadOwned<Dst = T>
        + for<'de> SchemaRead<'de, Dst = T>,
{
    let mut group = c.comparison_benchmark_group(format!("{name}_encode"));
    group.bench_function("lencode", |b| {
        b.iter_batched(
            lencode::io::VecWriter::new,
            |mut writer| {
                encode_lencode_into(value, &mut writer);
                black_box(writer.into_inner());
            },
            BatchSize::SmallInput,
        )
    });
    group.bench_function("bincode", |b| {
        b.iter_batched(
            || Cursor::new(Vec::new()),
            |mut cursor| {
                encode_bincode_into(value, &mut cursor);
                black_box(cursor.into_inner());
            },
            BatchSize::SmallInput,
        )
    });
    group.bench_function("borsh", |b| {
        b.iter_batched(
            || Cursor::new(Vec::new()),
            |mut cursor| {
                encode_borsh_into(value, &mut cursor);
                black_box(cursor.into_inner());
            },
            BatchSize::SmallInput,
        )
    });
    group.bench_function("wincode", |b| {
        b.iter_batched(
            || WincodeCursor::new(Vec::new()),
            |mut cursor| {
                encode_wincode_into(value, &mut cursor);
                black_box(cursor.into_inner());
            },
            BatchSize::SmallInput,
        )
    });
    group.finish();

    let lencode_bytes = encode_lencode(value);
    let bincode_bytes = encode_bincode(value);
    let borsh_bytes = encode_borsh(value);
    let wincode_bytes = encode_wincode(value);

    let mut group = c.comparison_benchmark_group(format!("{name}_decode"));
    group.bench_function("lencode", |b| {
        b.iter(|| black_box(decode_lencode::<T>(&lencode_bytes)))
    });
    group.bench_function("bincode", |b| {
        b.iter(|| black_box(decode_bincode::<T>(&bincode_bytes)))
    });
    group.bench_function("borsh", |b| {
        b.iter(|| black_box(decode_borsh::<T>(&borsh_bytes)))
    });
    group.bench_function("wincode", |b| {
        b.iter(|| black_box(decode_wincode::<T>(&wincode_bytes)))
    });
    group.finish();

    println!(
        "[size] {name}: lencode={} bincode={} borsh={} wincode={}",
        lencode_bytes.len(),
        bincode_bytes.len(),
        borsh_bytes.len(),
        wincode_bytes.len()
    );
}

fn make_pubkeys(rng: &mut StdRng, count: usize) -> Vec<BenchPubkey> {
    (0..count)
        .map(|_| {
            let bytes: [u8; 32] = rng.random();
            let pubkey = Pubkey::new_from_array(bytes);
            BenchPubkey::from(pubkey)
        })
        .collect()
}

fn make_pubkeys_with_hotset_from(
    rng: &mut StdRng,
    count: usize,
    hotset: &[BenchPubkey],
    hotset_pct: u8,
) -> Vec<BenchPubkey> {
    let mut out = Vec::with_capacity(count);
    for _ in 0..count {
        if rng.random_range(0..100) < hotset_pct {
            let idx = rng.random_range(0..hotset.len());
            out.push(hotset[idx].clone());
        } else {
            let bytes: [u8; 32] = rng.random();
            let pubkey = Pubkey::new_from_array(bytes);
            out.push(BenchPubkey::from(pubkey));
        }
    }
    out.shuffle(rng);
    out
}

fn make_pubkeys_with_hotset(
    rng: &mut StdRng,
    count: usize,
    hotset_size: usize,
    hotset_pct: u8,
) -> Vec<BenchPubkey> {
    let hotset = make_pubkeys(rng, hotset_size.max(1));
    make_pubkeys_with_hotset_from(rng, count, &hotset, hotset_pct)
}

fn random_key_count(rng: &mut StdRng) -> usize {
    let roll = rng.random_range(0..100);
    if roll < 50 {
        rng.random_range(8..=12)
    } else if roll < 80 {
        rng.random_range(13..=20)
    } else if roll < 95 {
        rng.random_range(21..=32)
    } else {
        rng.random_range(33..=64)
    }
}

fn random_program_id_count(rng: &mut StdRng, key_count: usize) -> usize {
    let roll = rng.random_range(0..100);
    let desired = if roll < 70 {
        1
    } else if roll < 95 {
        2
    } else {
        3
    };
    desired.min(key_count.saturating_sub(1)).max(1)
}

fn random_ix_count(rng: &mut StdRng) -> usize {
    let roll = rng.random_range(0..100);
    if roll < 50 {
        1
    } else if roll < 80 {
        2
    } else if roll < 92 {
        3
    } else if roll < 98 {
        4
    } else {
        rng.random_range(5..=8)
    }
}

fn random_accounts_len(rng: &mut StdRng, max_accounts: usize) -> usize {
    if max_accounts <= 1 {
        return max_accounts;
    }
    let roll = rng.random_range(0..100);
    let (min, max) = if roll < 55 {
        (2, 4)
    } else if roll < 85 {
        (5, 8)
    } else if roll < 95 {
        (9, 12)
    } else {
        (13, 20)
    };
    let lo = min.min(max_accounts);
    let hi = max.min(max_accounts);
    if lo > hi {
        max_accounts
    } else {
        rng.random_range(lo..=hi)
    }
}

fn random_data_len(rng: &mut StdRng) -> usize {
    let roll = rng.random_range(0..100);
    if roll < 55 {
        rng.random_range(0..=16)
    } else if roll < 85 {
        rng.random_range(17..=64)
    } else if roll < 95 {
        rng.random_range(65..=256)
    } else {
        rng.random_range(257..=1024)
    }
}

fn make_instructions(
    rng: &mut StdRng,
    count: usize,
    key_count: usize,
    program_id_start: usize,
) -> Vec<BenchCompiledInstruction> {
    let non_program_count = program_id_start;
    let max_accounts = non_program_count.max(1);
    (0..count)
        .map(|_| {
            let accounts_len = random_accounts_len(rng, max_accounts);
            let mut accounts = (0..non_program_count as u8).collect::<Vec<u8>>();
            accounts.shuffle(rng);
            accounts.truncate(accounts_len);
            let data_len = random_data_len(rng);
            let data = (0..data_len).map(|_| rng.random()).collect::<Vec<u8>>();
            let ix = CompiledInstruction {
                program_id_index: rng.random_range(program_id_start as u8..key_count as u8),
                accounts,
                data,
            };
            BenchCompiledInstruction::from(&ix)
        })
        .collect()
}

fn make_message(rng: &mut StdRng) -> BenchMessage {
    let key_count = random_key_count(rng);
    let program_id_count = random_program_id_count(rng, key_count);
    let program_id_start = key_count - program_id_count;
    let ix_count = random_ix_count(rng);
    let account_keys = make_pubkeys(rng, key_count);
    let recent_blockhash: [u8; 32] = rng.random();
    let instructions = make_instructions(rng, ix_count, key_count, program_id_start);
    BenchMessage {
        account_keys,
        recent_blockhash,
        instructions,
    }
}

fn bench_pubkey(c: &mut Criterion) {
    let mut rng = StdRng::seed_from_u64(0xA11CE);
    let pubkey = make_pubkeys(&mut rng, 1)
        .pop()
        .expect("expected one pubkey");
    bench_codec(c, "solana_pubkey", &pubkey);
}

fn bench_pubkey_vec_dupes(c: &mut Criterion) {
    let mut rng = StdRng::seed_from_u64(0xD00D);
    let count = 128;
    let hotset_size = 8;
    let hotset_pct = 30;
    let pubkeys = make_pubkeys_with_hotset(&mut rng, count, hotset_size, hotset_pct);
    let capacity = count;
    let label = format!("solana_pubkey_vec_hotset_{}pct", hotset_pct);

    let mut group = c.comparison_benchmark_group(format!("{label}_encode"));
    group.bench_function("lencode", |b| {
        b.iter_batched(
            lencode::io::VecWriter::new,
            |mut writer| {
                encode_lencode_into(&pubkeys, &mut writer);
                black_box(writer.into_inner());
            },
            BatchSize::SmallInput,
        )
    });
    group.bench_function("lencode_dedupe", |b| {
        b.iter_batched(
            || {
                (
                    lencode::io::VecWriter::new(),
                    EncoderContext {
                        dedupe: Some(DedupeEncoder::with_capacity(capacity, 1)),
                        diff: None,
                    },
                )
            },
            |(mut writer, mut encoder)| {
                encode_lencode_dedupe_into(&pubkeys, &mut encoder, &mut writer);
                black_box(writer.into_inner());
            },
            BatchSize::SmallInput,
        )
    });
    group.bench_function("bincode", |b| {
        b.iter_batched(
            || Cursor::new(Vec::new()),
            |mut cursor| {
                encode_bincode_into(&pubkeys, &mut cursor);
                black_box(cursor.into_inner());
            },
            BatchSize::SmallInput,
        )
    });
    group.bench_function("borsh", |b| {
        b.iter_batched(
            || Cursor::new(Vec::new()),
            |mut cursor| {
                encode_borsh_into(&pubkeys, &mut cursor);
                black_box(cursor.into_inner());
            },
            BatchSize::SmallInput,
        )
    });
    group.bench_function("wincode", |b| {
        b.iter_batched(
            || WincodeCursor::new(Vec::new()),
            |mut cursor| {
                encode_wincode_into(&pubkeys, &mut cursor);
                black_box(cursor.into_inner());
            },
            BatchSize::SmallInput,
        )
    });
    group.finish();

    let lencode_bytes = encode_lencode(&pubkeys);
    let lencode_dedupe_bytes = {
        let mut encoder = EncoderContext {
            dedupe: Some(DedupeEncoder::with_capacity(capacity, 1)),
            diff: None,
        };
        encode_lencode_dedupe(&pubkeys, &mut encoder)
    };
    let bincode_bytes = encode_bincode(&pubkeys);
    let borsh_bytes = encode_borsh(&pubkeys);
    let wincode_bytes = encode_wincode(&pubkeys);

    let size_batch_count = 16usize;
    let mut size_rng = StdRng::seed_from_u64(0xD00D_BEEF);
    let size_hotset = make_pubkeys(&mut size_rng, hotset_size.max(1));
    let mut size_lencode_total = 0usize;
    let mut size_lencode_dedupe_total = 0usize;
    let mut size_bincode_total = 0usize;
    let mut size_borsh_total = 0usize;
    let mut size_wincode_total = 0usize;
    let mut size_encoder = EncoderContext {
        dedupe: Some(DedupeEncoder::with_capacity(
            capacity.saturating_mul(size_batch_count),
            1,
        )),
        diff: None,
    };
    for _ in 0..size_batch_count {
        let batch = make_pubkeys_with_hotset_from(&mut size_rng, count, &size_hotset, hotset_pct);
        size_lencode_total += encode_lencode(&batch).len();
        size_lencode_dedupe_total += encode_lencode_dedupe(&batch, &mut size_encoder).len();
        size_bincode_total += encode_bincode(&batch).len();
        size_borsh_total += encode_borsh(&batch).len();
        size_wincode_total += encode_wincode(&batch).len();
    }
    let size_lencode = size_lencode_total / size_batch_count;
    let size_lencode_dedupe = size_lencode_dedupe_total / size_batch_count;
    let size_bincode = size_bincode_total / size_batch_count;
    let size_borsh = size_borsh_total / size_batch_count;
    let size_wincode = size_wincode_total / size_batch_count;

    println!(
        "[size] {label}: lencode={} lencode_dedupe={} bincode={} borsh={} wincode={}",
        size_lencode, size_lencode_dedupe, size_bincode, size_borsh, size_wincode
    );

    let mut group = c.comparison_benchmark_group(format!("{label}_decode"));
    group.bench_function("lencode", |b| {
        b.iter(|| black_box(decode_lencode::<Vec<BenchPubkey>>(&lencode_bytes)))
    });
    group.bench_function("lencode_dedupe", |b| {
        b.iter_batched(
            || DecoderContext {
                dedupe: Some(DedupeDecoder::with_capacity(capacity)),
                diff: None,
            },
            |mut decoder| {
                black_box(decode_lencode_dedupe::<Vec<BenchPubkey>>(
                    &lencode_dedupe_bytes,
                    &mut decoder,
                ))
            },
            BatchSize::SmallInput,
        )
    });
    group.bench_function("bincode", |b| {
        b.iter(|| black_box(decode_bincode::<Vec<BenchPubkey>>(&bincode_bytes)))
    });
    group.bench_function("borsh", |b| {
        b.iter(|| black_box(decode_borsh::<Vec<BenchPubkey>>(&borsh_bytes)))
    });
    group.bench_function("wincode", |b| {
        b.iter(|| black_box(decode_wincode::<Vec<BenchPubkey>>(&wincode_bytes)))
    });
    group.finish();
}

fn bench_message(c: &mut Criterion) {
    let mut rng = StdRng::seed_from_u64(0xBEEF);
    let message = make_message(&mut rng);
    bench_codec(c, "solana_message", &message);
}

criterion_group!(benches, bench_pubkey, bench_pubkey_vec_dupes, bench_message);
criterion_main!(benches);