Files
clawhdf5/crates/clawhdf5-bench/benches/h5bench_meta.rs
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Omar Sobh 55959b4920
CI / test (push) Failing after 15s
ci: wire up CI, fix no_std build, fix stale package names in scripts
- Add .gitea/workflows/ci.yml running scripts/ci-test.sh (fmt, clippy,
  test, no_std check) on push/PR to main.
- Fix stale rustyhdf5-py/rustyhdf5-format package names in
  ci-test.sh/check-nostd.sh, which had been silently no-op'ing those
  checks (cargo warns but doesn't fail on an unknown --exclude/-p
  target).
- With those checks actually running, fix the real issues they surface:
  - clippy: useless_conversion in chunked_write.rs, byte_char_slices in
    global_heap.rs/object_header.rs.
  - cargo fmt: apply formatting across the workspace (whitespace only).
  - no_std (thumbv7em-none-eabihf) build errors in clawhdf5-format:
    core::sync::atomic::AtomicU64 doesn't exist on that target (no
    native 64-bit atomics) — switch profiling.rs's counters to
    portable-atomic, which falls back to a CAS-based emulation there
    and is a no-op wrapper elsewhere. Add missing alloc imports for
    Box (filters.rs), Vec (filters_szip.rs), and format! (dict_encoding.rs)
    on no_std paths. Replace f64::powi (std/libm-only) with a small
    local exponentiation-by-squaring helper in the scale-offset filter.
2026-08-05 10:50:13 -07:00

328 lines
12 KiB
Rust

//! h5bench-equivalent metadata workloads for clawhdf5.
//!
//! Measures attribute creation/read throughput and group traversal latency —
//! the workloads that h5bench's `metadata` mode targets against libhdf5.
use clawhdf5::{AttrValue, File, FileBuilder};
use criterion::{BenchmarkId, Criterion, Throughput, criterion_group, criterion_main};
use tempfile::TempDir;
// ---------------------------------------------------------------------------
// Workload: metadata_attrs_write
// Create K attributes on a single dataset.
// Exercises attribute message allocation and compact → dense header transition.
// ---------------------------------------------------------------------------
fn bench_metadata_attrs_write(c: &mut Criterion) {
let mut group = c.benchmark_group("metadata_attrs_write");
for &k in &[4usize, 16, 64, 128] {
group.throughput(Throughput::Elements(k as u64));
group.bench_with_input(BenchmarkId::new("clawhdf5", k), &k, |b, &k| {
let tmp = TempDir::new().unwrap();
let path = tmp.path().join("attrs_write.h5");
b.iter(|| {
let mut fb = FileBuilder::new();
let ds = fb
.create_dataset("data")
.with_f64_data(&[1.0, 2.0, 3.0])
.with_shape(&[3]);
for i in 0..k {
ds.set_attr(&format!("attr_{i:04}"), AttrValue::I64(i as i64));
}
fb.write(&path).unwrap();
});
});
#[cfg(feature = "libhdf5-compare")]
group.bench_with_input(BenchmarkId::new("libhdf5", k), &k, |b, &k| {
let tmp = TempDir::new().unwrap();
let path = tmp.path().join("attrs_libhdf5.h5");
b.iter(|| {
let file = hdf5::File::create(&path).unwrap();
let ds = file.new_dataset::<f64>().shape([3]).create("data").unwrap();
ds.write(&[1.0f64, 2.0, 3.0]).unwrap();
for i in 0..k {
ds.new_attr::<i64>()
.create(format!("attr_{i:04}").as_str())
.unwrap()
.write_scalar(&(i as i64))
.unwrap();
}
});
});
}
group.finish();
}
// ---------------------------------------------------------------------------
// Workload: metadata_attrs_read
// Open a pre-built file and read all K attributes back.
// ---------------------------------------------------------------------------
fn bench_metadata_attrs_read(c: &mut Criterion) {
let mut group = c.benchmark_group("metadata_attrs_read");
for &k in &[4usize, 16, 64, 128] {
// Build the reference file in memory.
let bytes = {
let mut fb = FileBuilder::new();
let ds = fb
.create_dataset("data")
.with_f64_data(&[1.0, 2.0, 3.0])
.with_shape(&[3]);
for i in 0..k {
ds.set_attr(&format!("attr_{i:04}"), AttrValue::I64(i as i64));
}
fb.finish().unwrap()
};
group.throughput(Throughput::Elements(k as u64));
group.bench_with_input(BenchmarkId::new("clawhdf5", k), &bytes, |b, raw| {
b.iter(|| {
let file = File::from_bytes(raw.clone()).unwrap();
let ds = file.dataset("data").unwrap();
ds.attrs().unwrap()
});
});
}
group.finish();
}
// ---------------------------------------------------------------------------
// Workload: metadata_groups_create
// Create K top-level groups (no datasets inside).
// Measures link-storage allocation: compact → dense B-tree transition.
// ---------------------------------------------------------------------------
fn bench_metadata_groups_create(c: &mut Criterion) {
let mut group = c.benchmark_group("metadata_groups_create");
for &k in &[4usize, 16, 32, 64] {
group.throughput(Throughput::Elements(k as u64));
group.bench_with_input(BenchmarkId::new("clawhdf5", k), &k, |b, &k| {
let tmp = TempDir::new().unwrap();
let path = tmp.path().join("groups_create.h5");
b.iter(|| {
let mut fb = FileBuilder::new();
for i in 0..k {
let mut g = fb.create_group(&format!("group_{i:04}"));
// Minimal dataset inside each group to make it non-trivial.
g.create_dataset("x").with_f64_data(&[0.0]);
let finished = g.finish();
fb.add_group(finished);
}
fb.write(&path).unwrap();
});
});
#[cfg(feature = "libhdf5-compare")]
group.bench_with_input(BenchmarkId::new("libhdf5", k), &k, |b, &k| {
let tmp = TempDir::new().unwrap();
let path = tmp.path().join("groups_libhdf5.h5");
b.iter(|| {
let file = hdf5::File::create(&path).unwrap();
for i in 0..k {
let g = file.create_group(&format!("group_{i:04}")).unwrap();
g.new_dataset::<f64>()
.shape([1])
.create("x")
.unwrap()
.write(&[0.0f64])
.unwrap();
}
});
});
}
group.finish();
}
// ---------------------------------------------------------------------------
// Workload: metadata_groups_traverse
// Open a pre-built file with K groups and traverse (list) the root group.
// ---------------------------------------------------------------------------
fn bench_metadata_groups_traverse(c: &mut Criterion) {
let mut group = c.benchmark_group("metadata_groups_traverse");
for &k in &[4usize, 16, 32, 64] {
// Pre-build.
let bytes = {
let mut fb = FileBuilder::new();
for i in 0..k {
let mut g = fb.create_group(&format!("group_{i:04}"));
g.create_dataset("x").with_f64_data(&[0.0]);
let finished = g.finish();
fb.add_group(finished);
}
fb.finish().unwrap()
};
group.throughput(Throughput::Elements(k as u64));
group.bench_with_input(BenchmarkId::new("clawhdf5", k), &bytes, |b, raw| {
b.iter(|| {
let file = File::from_bytes(raw.clone()).unwrap();
let root = file.root();
root.groups().unwrap()
});
});
}
group.finish();
}
// ---------------------------------------------------------------------------
// Workload: metadata_roundtrip_string_attrs
// Write and read back K variable-length string attributes.
// String attrs require a dedicated VL heap entry — distinct from numeric ones.
// ---------------------------------------------------------------------------
fn bench_metadata_string_attrs(c: &mut Criterion) {
let mut group = c.benchmark_group("metadata_string_attrs");
for &k in &[4usize, 16, 32] {
group.throughput(Throughput::Elements(k as u64));
group.bench_with_input(BenchmarkId::new("clawhdf5", k), &k, |b, &k| {
b.iter(|| {
let mut fb = FileBuilder::new();
let ds = fb
.create_dataset("data")
.with_f64_data(&[1.0])
.with_shape(&[1]);
for i in 0..k {
ds.set_attr(
&format!("label_{i:04}"),
AttrValue::String(format!("value-{i}-some-longer-string-payload")),
);
}
let bytes = fb.finish().unwrap();
// Immediately read back to exercise both directions.
let file = File::from_bytes(bytes).unwrap();
let ds_r = file.dataset("data").unwrap();
ds_r.attrs().unwrap()
});
});
}
group.finish();
}
// ---------------------------------------------------------------------------
// Workload: metadata_open_from_disk
// Open a small pre-built file from disk and resolve one attribute. Both
// sides pay the OS open()/read() cost plus header-parse cost, so this is a
// fair, I/O-inclusive "open a file and touch its metadata" comparison — the
// honest version of the "metadata parse" claim this benchmark replaces.
// ---------------------------------------------------------------------------
fn bench_metadata_open_from_disk(c: &mut Criterion) {
let mut group = c.benchmark_group("metadata_open_from_disk");
group.throughput(Throughput::Elements(1));
let tmp = TempDir::new().unwrap();
let clawhdf5_path = tmp.path().join("open_clawhdf5.h5");
{
let mut fb = FileBuilder::new();
let ds = fb
.create_dataset("data")
.with_f64_data(&[1.0, 2.0, 3.0])
.with_shape(&[3]);
ds.set_attr("label", AttrValue::I64(42));
fb.write(&clawhdf5_path).unwrap();
}
group.bench_function("clawhdf5", |b| {
b.iter(|| {
let raw = std::fs::read(&clawhdf5_path).unwrap();
let file = File::from_bytes(raw).unwrap();
let ds = file.dataset("data").unwrap();
ds.attrs().unwrap()
});
});
#[cfg(feature = "libhdf5-compare")]
{
let libhdf5_path = tmp.path().join("open_libhdf5.h5");
{
let file = hdf5::File::create(&libhdf5_path).unwrap();
let ds = file.new_dataset::<f64>().shape([3]).create("data").unwrap();
ds.write(&[1.0f64, 2.0, 3.0]).unwrap();
ds.new_attr::<i64>()
.create("label")
.unwrap()
.write_scalar(&42i64)
.unwrap();
}
group.bench_function("libhdf5", |b| {
b.iter(|| {
let file = hdf5::File::open(&libhdf5_path).unwrap();
let ds = file.dataset("data").unwrap();
let _: i64 = ds.attr("label").unwrap().read_scalar().unwrap();
});
});
}
group.finish();
}
// ---------------------------------------------------------------------------
// Workload: metadata_parse_in_memory (clawhdf5-only)
// Times File::from_bytes() alone on bytes already resident in memory — i.e.
// the header-parse cost with disk I/O excluded. There is no fair libhdf5
// equivalent (its API has no "parse from an in-memory buffer" path that
// skips the OS open), so this is reported standalone, not as a speedup
// multiple against libhdf5. See metadata_open_from_disk above for the
// I/O-inclusive, directly comparable number.
// ---------------------------------------------------------------------------
fn bench_metadata_parse_in_memory(c: &mut Criterion) {
let mut group = c.benchmark_group("metadata_parse_in_memory");
group.throughput(Throughput::Elements(1));
let bytes = {
let mut fb = FileBuilder::new();
let ds = fb
.create_dataset("data")
.with_f64_data(&[1.0, 2.0, 3.0])
.with_shape(&[3]);
ds.set_attr("label", AttrValue::I64(42));
fb.finish().unwrap()
};
group.bench_with_input(
BenchmarkId::new("clawhdf5", "in_memory"),
&bytes,
|b, raw| {
b.iter(|| {
let file = File::from_bytes(raw.clone()).unwrap();
let ds = file.dataset("data").unwrap();
ds.attrs().unwrap()
});
},
);
group.finish();
}
criterion_group!(
meta_benches,
bench_metadata_attrs_write,
bench_metadata_attrs_read,
bench_metadata_groups_create,
bench_metadata_groups_traverse,
bench_metadata_string_attrs,
bench_metadata_open_from_disk,
bench_metadata_parse_in_memory,
);
criterion_main!(meta_benches);