mirror of
https://github.com/quickwit-oss/tantivy.git
synced 2025-12-23 02:29:57 +00:00
Added some benchmark for top K by a fast field (#2754)
Also removed query parsing from the bench code. Co-authored-by: Paul Masurel <paul.masurel@datadoghq.com>
This commit is contained in:
@@ -16,14 +16,14 @@
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// - This bench isolates boolean iteration speed and intersection/union cost.
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// - Use `cargo bench --bench boolean_conjunction` to run.
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use binggan::{black_box, BenchRunner};
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use binggan::{black_box, BenchGroup, BenchRunner};
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use rand::prelude::*;
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use rand::rngs::StdRng;
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use rand::SeedableRng;
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use tantivy::collector::{Count, TopDocs};
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use tantivy::query::QueryParser;
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use tantivy::schema::{Schema, TEXT};
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use tantivy::{doc, Index, ReloadPolicy, Searcher};
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use tantivy::collector::{Collector, Count, TopDocs};
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use tantivy::query::{Query, QueryParser};
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use tantivy::schema::{Schema, FAST, TEXT};
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use tantivy::{doc, Index, Order, ReloadPolicy, Searcher, SegmentReader};
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#[derive(Clone)]
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struct BenchIndex {
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@@ -33,23 +33,6 @@ struct BenchIndex {
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query_parser: QueryParser,
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}
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impl BenchIndex {
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#[inline(always)]
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fn count_query(&self, query_str: &str) -> usize {
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let query = self.query_parser.parse_query(query_str).unwrap();
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self.searcher.search(&query, &Count).unwrap()
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}
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#[inline(always)]
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fn topk_len(&self, query_str: &str, k: usize) -> usize {
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let query = self.query_parser.parse_query(query_str).unwrap();
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self.searcher
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.search(&query, &TopDocs::with_limit(k))
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.unwrap()
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.len()
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}
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}
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/// Build a single index containing both fields (title, body) and
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/// return two BenchIndex views:
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/// - single_field: QueryParser defaults to only "body"
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@@ -59,6 +42,8 @@ fn build_shared_indices(num_docs: usize, p_a: f32, p_b: f32, p_c: f32) -> (Bench
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let mut schema_builder = Schema::builder();
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let f_title = schema_builder.add_text_field("title", TEXT);
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let f_body = schema_builder.add_text_field("body", TEXT);
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let f_score = schema_builder.add_u64_field("score", FAST);
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let f_score2 = schema_builder.add_u64_field("score2", FAST);
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let schema = schema_builder.build();
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let index = Index::create_in_ram(schema.clone());
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@@ -67,11 +52,13 @@ fn build_shared_indices(num_docs: usize, p_a: f32, p_b: f32, p_c: f32) -> (Bench
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// Populate: spread each present token 90/10 to body/title
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{
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let mut writer = index.writer(500_000_000).unwrap();
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let mut writer = index.writer_with_num_threads(1, 500_000_000).unwrap();
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for _ in 0..num_docs {
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let has_a = rng.gen_bool(p_a as f64);
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let has_b = rng.gen_bool(p_b as f64);
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let has_c = rng.gen_bool(p_c as f64);
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let score = rng.gen_range(0u64..100u64);
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let score2 = rng.gen_range(0u64..100_000u64);
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let mut title_tokens: Vec<&str> = Vec::new();
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let mut body_tokens: Vec<&str> = Vec::new();
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if has_a {
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@@ -101,7 +88,9 @@ fn build_shared_indices(num_docs: usize, p_a: f32, p_b: f32, p_c: f32) -> (Bench
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writer
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.add_document(doc!(
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f_title=>title_tokens.join(" "),
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f_body=>body_tokens.join(" ")
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f_body=>body_tokens.join(" "),
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f_score=>score,
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f_score2=>score2,
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))
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.unwrap();
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}
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@@ -153,72 +142,81 @@ fn main() {
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),
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];
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let queries = &["a", "+a +b", "+a +b +c", "a OR b", "a OR b OR c"];
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let mut runner = BenchRunner::new();
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for (label, n, pa, pb, pc) in scenarios {
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let (single_view, multi_view) = build_shared_indices(n, pa, pb, pc);
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// Single-field group: default field is body only
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for (view_name, bench_index) in [("single_field", single_view), ("multi_field", multi_view)]
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{
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// Single-field group: default field is body only
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let mut group = runner.new_group();
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group.set_name(format!("single_field — {}", label));
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group.register_with_input("+a_+b_count", &single_view, |benv: &BenchIndex| {
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black_box(benv.count_query("+a +b"))
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});
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group.register_with_input("+a_+b_+c_count", &single_view, |benv: &BenchIndex| {
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black_box(benv.count_query("+a +b +c"))
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});
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group.register_with_input("+a_+b_top10", &single_view, |benv: &BenchIndex| {
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black_box(benv.topk_len("+a +b", 10))
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});
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group.register_with_input("+a_+b_+c_top10", &single_view, |benv: &BenchIndex| {
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black_box(benv.topk_len("+a +b +c", 10))
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});
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// OR queries
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group.register_with_input("a_OR_b_count", &single_view, |benv: &BenchIndex| {
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black_box(benv.count_query("a OR b"))
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});
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group.register_with_input("a_OR_b_OR_c_count", &single_view, |benv: &BenchIndex| {
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black_box(benv.count_query("a OR b OR c"))
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});
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group.register_with_input("a_OR_b_top10", &single_view, |benv: &BenchIndex| {
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black_box(benv.topk_len("a OR b", 10))
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});
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group.register_with_input("a_OR_b_OR_c_top10", &single_view, |benv: &BenchIndex| {
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black_box(benv.topk_len("a OR b OR c", 10))
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});
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group.run();
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}
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// Multi-field group: default fields are [title, body]
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{
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let mut group = runner.new_group();
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group.set_name(format!("multi_field — {}", label));
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group.register_with_input("+a_+b_count", &multi_view, |benv: &BenchIndex| {
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black_box(benv.count_query("+a +b"))
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});
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group.register_with_input("+a_+b_+c_count", &multi_view, |benv: &BenchIndex| {
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black_box(benv.count_query("+a +b +c"))
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});
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group.register_with_input("+a_+b_top10", &multi_view, |benv: &BenchIndex| {
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black_box(benv.topk_len("+a +b", 10))
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});
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group.register_with_input("+a_+b_+c_top10", &multi_view, |benv: &BenchIndex| {
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black_box(benv.topk_len("+a +b +c", 10))
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});
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// OR queries
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group.register_with_input("a_OR_b_count", &multi_view, |benv: &BenchIndex| {
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black_box(benv.count_query("a OR b"))
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});
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group.register_with_input("a_OR_b_OR_c_count", &multi_view, |benv: &BenchIndex| {
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black_box(benv.count_query("a OR b OR c"))
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});
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group.register_with_input("a_OR_b_top10", &multi_view, |benv: &BenchIndex| {
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black_box(benv.topk_len("a OR b", 10))
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});
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group.register_with_input("a_OR_b_OR_c_top10", &multi_view, |benv: &BenchIndex| {
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black_box(benv.topk_len("a OR b OR c", 10))
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});
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group.set_name(format!("{} — {}", view_name, label));
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for query_str in queries {
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add_bench_task(&mut group, &bench_index, query_str, Count, "count");
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add_bench_task(
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&mut group,
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&bench_index,
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query_str,
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TopDocs::with_limit(10),
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"top10",
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);
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add_bench_task(
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&mut group,
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&bench_index,
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query_str,
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TopDocs::with_limit(10).order_by_fast_field::<u64>("score", Order::Asc),
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"top10_by_ff",
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);
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add_bench_task(
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&mut group,
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&bench_index,
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query_str,
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TopDocs::with_limit(10).custom_score(move |reader: &SegmentReader| {
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let score_col = reader.fast_fields().u64("score").unwrap();
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let score_col2 = reader.fast_fields().u64("score2").unwrap();
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move |doc| {
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let score = score_col.first(doc);
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let score2 = score_col2.first(doc);
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(score, score2)
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}
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}),
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"top10_by_2ff",
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);
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}
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group.run();
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}
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}
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}
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fn add_bench_task<C: Collector + 'static>(
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bench_group: &mut BenchGroup,
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bench_index: &BenchIndex,
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query_str: &str,
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collector: C,
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collector_name: &str,
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) {
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let task_name = format!("{}_{}", query_str.replace(" ", "_"), collector_name);
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let query = bench_index.query_parser.parse_query(query_str).unwrap();
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let search_task = SearchTask {
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searcher: bench_index.searcher.clone(),
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collector,
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query,
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};
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bench_group.register(task_name, move |_| black_box(search_task.run()));
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}
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struct SearchTask<C: Collector> {
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searcher: Searcher,
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collector: C,
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query: Box<dyn Query>,
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}
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impl<C: Collector> SearchTask<C> {
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#[inline(never)]
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pub fn run(&self) -> usize {
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self.searcher.search(&self.query, &self.collector).unwrap();
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1
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}
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}
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