tidaldb/tidal/benches/session.rs

#![allow(clippy::unwrap_used)]
//! Benchmarks for the session layer: signal writes, snapshot reads,
//! and retrieve queries with active session context.

use std::collections::HashMap;
use std::time::Duration;

use criterion::{Criterion, black_box, criterion_group, criterion_main};
use tidaldb::TidalDb;
use tidaldb::query::retrieve::{ProfileRef, RetrieveBuilder};
use tidaldb::schema::{
    AgentPolicy, DecaySpec, EntityId, EntityKind, SchemaBuilder, Timestamp, Window,
};

fn session_schema() -> tidaldb::schema::Schema {
    let mut builder = SchemaBuilder::new();
    let _ = builder
        .signal(
            "reward",
            EntityKind::Item,
            DecaySpec::Exponential {
                half_life: Duration::from_secs(7 * 24 * 3600),
            },
        )
        .windows(&[Window::OneHour, Window::TwentyFourHours])
        .velocity(false)
        .add();
    let _ = builder.session_policy(
        "bench_policy",
        AgentPolicy {
            allowed_signals: vec!["reward".to_string()],
            denied_signals: vec![],
            max_session_duration: Duration::from_secs(3600),
            max_signals_per_session: 1_000_000,
        },
    );
    builder.build().unwrap()
}

/// Benchmark: `session_signal()` write throughput.
/// Target: < 200µs per call.
fn bench_session_signal(c: &mut Criterion) {
    let db = TidalDb::builder()
        .ephemeral()
        .with_schema(session_schema())
        .open()
        .unwrap();

    let mut meta = HashMap::new();
    meta.insert("title".to_string(), "bench-item".to_string());
    db.write_item_with_metadata(EntityId::new(1), &meta)
        .unwrap();

    let handle = db
        .start_session(1, "bench-agent", "bench_policy", HashMap::new())
        .unwrap();
    let entity = EntityId::new(1);
    let ts = Timestamp::now();

    c.bench_function("session_signal", |b| {
        b.iter(|| {
            db.session_signal(
                black_box(&handle),
                black_box("reward"),
                black_box(entity),
                black_box(1.0_f64),
                black_box(ts),
                black_box(None),
            )
            .unwrap();
        });
    });
}

/// Benchmark: `session_snapshot()` on an active session with 100 signals.
/// Target: < 50µs per call.
fn bench_session_snapshot(c: &mut Criterion) {
    let db = TidalDb::builder()
        .ephemeral()
        .with_schema(session_schema())
        .open()
        .unwrap();

    let mut meta = HashMap::new();
    meta.insert("title".to_string(), "bench-item".to_string());
    db.write_item_with_metadata(EntityId::new(1), &meta)
        .unwrap();

    let handle = db
        .start_session(2, "bench-agent", "bench_policy", HashMap::new())
        .unwrap();
    let session_id = handle.id;
    let entity = EntityId::new(1);
    let ts = Timestamp::now();

    // Pre-load 100 signals.
    for _ in 0..100 {
        db.session_signal(&handle, "reward", entity, 1.0, ts, None)
            .unwrap();
    }

    c.bench_function("session_snapshot_100_signals", |b| {
        b.iter(|| db.session_snapshot(black_box(session_id)).unwrap());
    });
}

/// Benchmark: `retrieve()` with FOR SESSION vs without, over 1K items.
/// Measures the overhead of session context in ranking.
/// Target: < 5ms overhead vs without session.
fn bench_retrieve_with_session(c: &mut Criterion) {
    let db = TidalDb::builder()
        .ephemeral()
        .with_schema(session_schema())
        .open()
        .unwrap();

    // Write 1K items.
    for i in 1u64..=1000 {
        let mut meta = HashMap::new();
        meta.insert("title".to_string(), format!("item-{i}"));
        db.write_item_with_metadata(EntityId::new(i), &meta)
            .unwrap();
    }

    let handle = db
        .start_session(3, "bench-agent", "bench_policy", HashMap::new())
        .unwrap();
    let session_id = handle.id;
    let ts = Timestamp::now();

    // Signal 10 entities to create a non-trivial session context.
    for i in 1u64..=10 {
        db.session_signal(&handle, "reward", EntityId::new(i), 1.0, ts, None)
            .unwrap();
    }

    let query_with = RetrieveBuilder::new(EntityKind::Item, ProfileRef::new("hot"))
        .limit(20)
        .for_session(session_id)
        .build()
        .unwrap();

    let query_without = RetrieveBuilder::new(EntityKind::Item, ProfileRef::new("hot"))
        .limit(20)
        .build()
        .unwrap();

    let mut group = c.benchmark_group("retrieve_1k_items");
    group.bench_function("without_session", |b| {
        b.iter(|| db.retrieve(black_box(&query_without)).unwrap());
    });
    group.bench_function("with_session", |b| {
        b.iter(|| db.retrieve(black_box(&query_with)).unwrap());
    });
    group.finish();
}

criterion_group!(
    benches,
    bench_session_signal,
    bench_session_snapshot,
    bench_retrieve_with_session
);
criterion_main!(benches);