use criterion::measurement::WallTime; use criterion::{criterion_group, criterion_main, BenchmarkGroup, Criterion, Throughput}; use radix_trie::{Trie, TrieCommon, TrieKey}; use std::collections::{BTreeMap, HashMap}; use std::hash::Hash; use std::time::Duration; use surrealdb::key::table::ix; use surrealdb::sql::{value, Array, Id, Thing}; // Common use case: VectorSearch fn bench_hash_trie_btree_large_vector(c: &mut Criterion) { const N: usize = 10_000; let mut samples = Vec::with_capacity(N); for i in 0..N { let key = vec![i as u64; 1536]; samples.push((key, i)); } let mut g = new_group(c, "bench_hash_trie_btree_large_vector", N); bench_hash(&mut g, &samples); bench_trie(&mut g, &samples); bench_btree(&mut g, &samples); g.finish(); } fn bench_hash_trie_btree_ix_key(c: &mut Criterion) { const N: usize = 100_000; let mut samples = Vec::with_capacity(N); for i in 0..N { let key = ix::new("test", "test", "test", &format!("test{i}")).encode().unwrap(); samples.push((key, i)); } let mut g = new_group(c, "bench_hash_trie_btree_ix_key", N); bench_hash(&mut g, &samples); bench_trie(&mut g, &samples); bench_btree(&mut g, &samples); g.finish(); } fn bench_hash_trie_btree_small_string(c: &mut Criterion) { const N: usize = 100_000; let mut samples = Vec::with_capacity(N); for i in 0..N { let key = format!("test{i}"); samples.push((key, i)); } let mut g = new_group(c, "bench_hash_trie_btree_string", N); bench_hash(&mut g, &samples); bench_trie(&mut g, &samples); bench_btree(&mut g, &samples); g.finish(); } fn bench_hash_trie_btree_value(c: &mut Criterion) { const N: usize = 100_000; let mut samples = Vec::with_capacity(N); for i in 0..N { let key = value(&format!("{{ test: {{ something: [1, 'two', null, test:{i}, {{ trueee: false, noneee: nulll }}] }} }}")).unwrap(); samples.push((key, i)); } let mut g = new_group(c, "bench_hash_trie_btree_value", N); bench_hash(&mut g, &samples); bench_btree(&mut g, &samples); g.finish(); } fn bench_hash_trie_btree_thing(c: &mut Criterion) { const N: usize = 50_000; let mut samples = Vec::with_capacity(N); for i in 0..N { let key = Thing::from(("test", Id::Array(Array::from(vec![i as i32; 5])))); samples.push((key, i)); } let mut g = new_group(c, "bench_hash_trie_btree_thing", N); bench_hash(&mut g, &samples); bench_btree(&mut g, &samples); g.finish(); } fn new_group<'a>(c: &'a mut Criterion, group: &str, n: usize) -> BenchmarkGroup<'a, WallTime> { let mut group = c.benchmark_group(group); group.throughput(Throughput::Elements(n as u64)); group.sample_size(10); group.measurement_time(Duration::from_secs(10)); group } fn bench_hash( group: &mut BenchmarkGroup, samples: &[(K, V)], ) { group.bench_function("hash_insert", |b| { b.iter(|| bench_hash_insert(samples)); }); group.bench_function("hash_get", |b| { let map = build_hash(samples); b.iter(|| bench_hash_get(samples, &map)); }); } fn bench_trie( group: &mut BenchmarkGroup, samples: &[(K, V)], ) { group.bench_function("trie_insert", |b| { b.iter(|| bench_trie_insert(samples)); }); group.bench_function("trie_get", |b| { let map = build_trie(samples); b.iter(|| bench_trie_get(samples, &map)); }); } fn bench_btree( group: &mut BenchmarkGroup, samples: &[(K, V)], ) { group.bench_function("btree_insert", |b| { b.iter(|| bench_btree_insert(samples)); }); group.bench_function("btree_get", |b| { let map = build_btree(samples); b.iter(|| bench_btree_get(samples, &map)); }); } fn build_hash(samples: &[(K, V)]) -> HashMap { let mut map = HashMap::default(); for (key, val) in samples { map.insert(key.clone(), val.clone()); } map } fn bench_hash_insert(samples: &[(K, V)]) { let map = build_hash(samples); assert_eq!(map.len(), samples.len()); } fn bench_hash_get(samples: &[(K, V)], map: &HashMap) { for (key, _) in samples { assert!(map.get(key).is_some()); } assert_eq!(map.len(), samples.len()); } fn build_trie(samples: &[(K, V)]) -> Trie { let mut map = Trie::default(); for (key, val) in samples { map.insert(key.clone(), val.clone()); } map } fn bench_trie_insert(samples: &[(K, V)]) { let map = build_trie(samples); assert_eq!(map.len(), samples.len()); } fn bench_trie_get(samples: &[(K, V)], map: &Trie) { for (key, _) in samples { assert!(map.get(key).is_some()); } assert_eq!(map.len(), samples.len()); } fn build_btree(samples: &[(K, V)]) -> BTreeMap { let mut map = BTreeMap::default(); for (key, val) in samples { map.insert(key.clone(), val.clone()); } map } fn bench_btree_insert(samples: &[(K, V)]) { let map = build_btree(samples); assert_eq!(map.len(), samples.len()); } fn bench_btree_get(samples: &[(K, V)], map: &BTreeMap) { for (key, _) in samples { assert!(map.get(key).is_some()); } assert_eq!(map.len(), samples.len()); } criterion_group!( benches, bench_hash_trie_btree_large_vector, bench_hash_trie_btree_ix_key, bench_hash_trie_btree_small_string, bench_hash_trie_btree_thing, bench_hash_trie_btree_value ); criterion_main!(benches);