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#[cfg(not(target_os = "windows"))]
mod prof;
use common::types::PointOffsetType;
use criterion::{criterion_group, criterion_main, Criterion};
use itertools::Itertools;
use rand::rngs::StdRng;
use rand::{Rng, SeedableRng};
use segment::fixtures::payload_context_fixture::{
create_plain_payload_index, create_struct_payload_index,
};
use segment::fixtures::payload_fixtures::{random_match_any_filter, random_must_filter};
use segment::index::PayloadIndex;
use tempfile::Builder;
const NUM_POINTS: usize = 100000;
const CHECK_SAMPLE_SIZE: usize = 1000;
fn conditional_plain_search_benchmark(c: &mut Criterion) {
let seed = 42;
let mut rng = StdRng::seed_from_u64(seed);
let mut group = c.benchmark_group("conditional-search-group");
let dir = Builder::new().prefix("storage_dir").tempdir().unwrap();
let plain_index = create_plain_payload_index(dir.path(), NUM_POINTS, seed);
let mut result_size = 0;
let mut query_count = 0;
group.bench_function("conditional-search-query-points", |b| {
b.iter(|| {
let filter = random_must_filter(&mut rng, 2);
result_size += plain_index.query_points(&filter).len();
query_count += 1;
})
});
if query_count != 0 {
eprintln!(
"result_size / query_count = {:#?}",
result_size / query_count
);
}
let mut result_size = 0;
let mut query_count = 0;
// Same benchmark, but with larger expected result
group.bench_function("conditional-search-query-points-large", |b| {
b.iter(|| {
let filter = random_must_filter(&mut rng, 1);
result_size += plain_index.query_points(&filter).len();
query_count += 1;
})
});
if query_count != 0 {
eprintln!(
"result_size / query_count = {:#?}",
result_size / query_count
);
}
let mut result_size = 0;
let mut query_count = 0;
group.bench_function("conditional-search-context-check", |b| {
b.iter(|| {
let filter = random_must_filter(&mut rng, 2);
let sample = (0..CHECK_SAMPLE_SIZE)
.map(|_| rng.gen_range(0..NUM_POINTS) as PointOffsetType)
.collect_vec();
let context = plain_index.filter_context(&filter);
let filtered_sample = sample
.into_iter()
.filter(|id| context.check(*id))
.collect_vec();
result_size += filtered_sample.len();
query_count += 1;
})
});
if query_count != 0 {
eprintln!(
"result_size / query_count = {:#?}",
result_size / query_count
);
}
let mut result_size = 0;
let mut query_count = 0;
group.bench_function("conditional-search-match-any", |b| {
let filter = random_match_any_filter(&mut rng, 2, 51.0);
b.iter(|| {
let sample = (0..CHECK_SAMPLE_SIZE)
.map(|_| rng.gen_range(0..NUM_POINTS) as PointOffsetType)
.collect_vec();
let context = plain_index.filter_context(&filter);
let filtered_sample = sample
.into_iter()
.filter(|id| context.check(*id))
.collect_vec();
result_size += filtered_sample.len();
query_count += 1;
});
});
group.bench_function("conditional-search-large-match-any", |b| {
let filter = random_match_any_filter(&mut rng, 1000, 15.0);
b.iter(|| {
let sample = (0..CHECK_SAMPLE_SIZE)
.map(|_| rng.gen_range(0..NUM_POINTS) as PointOffsetType)
.collect_vec();
let context = plain_index.filter_context(&filter);
let filtered_sample = sample
.into_iter()
.filter(|id| context.check(*id))
.collect_vec();
result_size += filtered_sample.len();
query_count += 1;
});
});
group.finish();
}
fn conditional_struct_search_benchmark(c: &mut Criterion) {
let mut rng = StdRng::seed_from_u64(42);
let mut group = c.benchmark_group("conditional-search-group");
let seed = 42;
let dir = Builder::new().prefix("storage_dir").tempdir().unwrap();
let struct_index = create_struct_payload_index(dir.path(), NUM_POINTS, seed);
let mut result_size = 0;
let mut query_count = 0;
let filter = random_must_filter(&mut rng, 2);
let cardinality = struct_index.estimate_cardinality(&filter);
let indexed_fields = struct_index.indexed_fields();
eprintln!("cardinality = {cardinality:#?}");
eprintln!("indexed_fields = {indexed_fields:#?}");
group.bench_function("struct-conditional-search-query-points", |b| {
b.iter(|| {
let filter = random_must_filter(&mut rng, 2);
result_size += struct_index.query_points(&filter).len();
query_count += 1;
})
});
if query_count != 0 {
eprintln!(
"result_size / query_count = {:#?}",
result_size / query_count
);
}
let mut result_size = 0;
let mut query_count = 0;
group.bench_function("struct-conditional-search-context-check", |b| {
b.iter(|| {
let filter = random_must_filter(&mut rng, 2);
let sample = (0..CHECK_SAMPLE_SIZE)
.map(|_| rng.gen_range(0..NUM_POINTS) as PointOffsetType)
.collect_vec();
let context = struct_index.filter_context(&filter);
let filtered_sample = sample
.into_iter()
.filter(|id| context.check(*id))
.collect_vec();
result_size += filtered_sample.len();
query_count += 1;
})
});
if query_count != 0 {
eprintln!(
"result_size / query_count = {:#?}",
result_size / query_count
);
}
group.finish();
}
#[cfg(not(target_os = "windows"))]
criterion_group! {
name = benches;
config = Criterion::default().with_profiler(prof::FlamegraphProfiler::new(100));
targets = conditional_struct_search_benchmark, conditional_plain_search_benchmark
}
#[cfg(target_os = "windows")]
criterion_group! {
name = benches;
config = Criterion::default();
targets = conditional_struct_search_benchmark, conditional_plain_search_benchmark
}
criterion_main!(benches);
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