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| 1 | +mod common; |
| 2 | + |
| 3 | +use common::scale::{empty, params}; |
| 4 | +use contextdb_core::Value; |
| 5 | +use contextdb_engine::Database; |
| 6 | +use criterion::{BatchSize, Criterion, criterion_group, criterion_main}; |
| 7 | +use std::time::{Duration, Instant}; |
| 8 | +use uuid::Uuid; |
| 9 | + |
| 10 | +fn seed_fixture() -> Database { |
| 11 | + let db = Database::open_memory(); |
| 12 | + db.execute( |
| 13 | + "CREATE TABLE observations (id UUID PRIMARY KEY, obs_type TEXT NOT NULL, source TEXT NOT NULL, embedding VECTOR(3))", |
| 14 | + &empty(), |
| 15 | + ) |
| 16 | + .unwrap(); |
| 17 | + db.execute( |
| 18 | + "CREATE TABLE entities (id UUID PRIMARY KEY, entity_type TEXT NOT NULL, name TEXT NOT NULL)", |
| 19 | + &empty(), |
| 20 | + ) |
| 21 | + .unwrap(); |
| 22 | + db.execute( |
| 23 | + "CREATE TABLE decisions (id UUID PRIMARY KEY, description TEXT NOT NULL, status TEXT NOT NULL)", |
| 24 | + &empty(), |
| 25 | + ) |
| 26 | + .unwrap(); |
| 27 | + |
| 28 | + let gate = Uuid::from_u128(1); |
| 29 | + let parking = Uuid::from_u128(2); |
| 30 | + db.execute( |
| 31 | + "INSERT INTO entities (id, entity_type, name) VALUES ($id, 'LOCATION', 'main-gate')", |
| 32 | + ¶ms(vec![("id", Value::Uuid(gate))]), |
| 33 | + ) |
| 34 | + .unwrap(); |
| 35 | + db.execute( |
| 36 | + "INSERT INTO entities (id, entity_type, name) VALUES ($id, 'LOCATION', 'parking-lot')", |
| 37 | + ¶ms(vec![("id", Value::Uuid(parking))]), |
| 38 | + ) |
| 39 | + .unwrap(); |
| 40 | + |
| 41 | + let dec_gate = Uuid::from_u128(10); |
| 42 | + let dec_park = Uuid::from_u128(11); |
| 43 | + db.execute( |
| 44 | + "INSERT INTO decisions (id, description, status) VALUES ($id, 'Alert on unknown person at gate', 'active')", |
| 45 | + ¶ms(vec![("id", Value::Uuid(dec_gate))]), |
| 46 | + ) |
| 47 | + .unwrap(); |
| 48 | + db.execute( |
| 49 | + "INSERT INTO decisions (id, description, status) VALUES ($id, 'Log vehicle plates in parking', 'superseded')", |
| 50 | + ¶ms(vec![("id", Value::Uuid(dec_park))]), |
| 51 | + ) |
| 52 | + .unwrap(); |
| 53 | + |
| 54 | + db.execute( |
| 55 | + "INSERT INTO GRAPH (source_id, target_id, edge_type) VALUES ($src, $tgt, 'BASED_ON')", |
| 56 | + ¶ms(vec![ |
| 57 | + ("src", Value::Uuid(dec_gate)), |
| 58 | + ("tgt", Value::Uuid(gate)), |
| 59 | + ]), |
| 60 | + ) |
| 61 | + .unwrap(); |
| 62 | + db.execute( |
| 63 | + "INSERT INTO GRAPH (source_id, target_id, edge_type) VALUES ($src, $tgt, 'BASED_ON')", |
| 64 | + ¶ms(vec![ |
| 65 | + ("src", Value::Uuid(dec_park)), |
| 66 | + ("tgt", Value::Uuid(parking)), |
| 67 | + ]), |
| 68 | + ) |
| 69 | + .unwrap(); |
| 70 | + |
| 71 | + let obs_g1 = Uuid::from_u128(20); |
| 72 | + let obs_g2 = Uuid::from_u128(21); |
| 73 | + let obs_p1 = Uuid::from_u128(22); |
| 74 | + db.execute( |
| 75 | + "INSERT INTO observations (id, obs_type, source, embedding) VALUES ($id, 'person_detected', 'cam-gate', [0.9, 0.1, 0.0])", |
| 76 | + ¶ms(vec![("id", Value::Uuid(obs_g1))]), |
| 77 | + ) |
| 78 | + .unwrap(); |
| 79 | + db.execute( |
| 80 | + "INSERT INTO observations (id, obs_type, source, embedding) VALUES ($id, 'person_detected', 'cam-gate', [0.95, 0.05, 0.0])", |
| 81 | + ¶ms(vec![("id", Value::Uuid(obs_g2))]), |
| 82 | + ) |
| 83 | + .unwrap(); |
| 84 | + db.execute( |
| 85 | + "INSERT INTO observations (id, obs_type, source, embedding) VALUES ($id, 'vehicle_detected', 'cam-parking', [0.0, 0.95, 0.05])", |
| 86 | + ¶ms(vec![("id", Value::Uuid(obs_p1))]), |
| 87 | + ) |
| 88 | + .unwrap(); |
| 89 | + |
| 90 | + db.execute( |
| 91 | + "INSERT INTO GRAPH (source_id, target_id, edge_type) VALUES ($src, $tgt, 'OBSERVED_ON')", |
| 92 | + ¶ms(vec![ |
| 93 | + ("src", Value::Uuid(obs_g1)), |
| 94 | + ("tgt", Value::Uuid(gate)), |
| 95 | + ]), |
| 96 | + ) |
| 97 | + .unwrap(); |
| 98 | + db.execute( |
| 99 | + "INSERT INTO GRAPH (source_id, target_id, edge_type) VALUES ($src, $tgt, 'OBSERVED_ON')", |
| 100 | + ¶ms(vec![ |
| 101 | + ("src", Value::Uuid(obs_g2)), |
| 102 | + ("tgt", Value::Uuid(gate)), |
| 103 | + ]), |
| 104 | + ) |
| 105 | + .unwrap(); |
| 106 | + db.execute( |
| 107 | + "INSERT INTO GRAPH (source_id, target_id, edge_type) VALUES ($src, $tgt, 'OBSERVED_ON')", |
| 108 | + ¶ms(vec![ |
| 109 | + ("src", Value::Uuid(obs_p1)), |
| 110 | + ("tgt", Value::Uuid(parking)), |
| 111 | + ]), |
| 112 | + ) |
| 113 | + .unwrap(); |
| 114 | + db |
| 115 | +} |
| 116 | + |
| 117 | +fn run_query_and_assert(db: &Database) { |
| 118 | + let result = db |
| 119 | + .execute( |
| 120 | + "WITH similar_obs AS (\ |
| 121 | + SELECT id FROM observations \ |
| 122 | + ORDER BY embedding <=> $query_vec \ |
| 123 | + LIMIT 5\ |
| 124 | + ), \ |
| 125 | + reached AS (\ |
| 126 | + SELECT b_id FROM GRAPH_TABLE(\ |
| 127 | + edges MATCH (a)-[:OBSERVED_ON]->{1,1}(entity)<-[:BASED_ON]-(b) \ |
| 128 | + WHERE a.id IN (SELECT id FROM similar_obs) \ |
| 129 | + COLUMNS (b.id AS b_id)\ |
| 130 | + )\ |
| 131 | + ) \ |
| 132 | + SELECT d.id, d.description \ |
| 133 | + FROM decisions d \ |
| 134 | + INNER JOIN reached r ON d.id = r.b_id \ |
| 135 | + WHERE d.status = 'active'", |
| 136 | + ¶ms(vec![("query_vec", Value::Vector(vec![1.0, 0.0, 0.0]))]), |
| 137 | + ) |
| 138 | + .unwrap(); |
| 139 | + assert_eq!(result.rows.len(), 1); |
| 140 | + let desc = match &result.rows[0][1] { |
| 141 | + Value::Text(value) => value, |
| 142 | + other => panic!("expected Text for description, got: {other:?}"), |
| 143 | + }; |
| 144 | + assert!(desc.contains("gate"), "expected gate decision, got: {desc}"); |
| 145 | + assert!( |
| 146 | + !desc.contains("parking"), |
| 147 | + "superseded parking decision should not appear" |
| 148 | + ); |
| 149 | +} |
| 150 | + |
| 151 | +fn timed_query_and_assert(db: &Database) { |
| 152 | + let started = Instant::now(); |
| 153 | + run_query_and_assert(db); |
| 154 | + let elapsed = started.elapsed(); |
| 155 | + assert!( |
| 156 | + elapsed < Duration::from_millis(50), |
| 157 | + "query took {}ms, expected < 50ms", |
| 158 | + elapsed.as_millis() |
| 159 | + ); |
| 160 | +} |
| 161 | + |
| 162 | +fn bench_three_paradigm_recall_under_50ms(c: &mut Criterion) { |
| 163 | + let db = seed_fixture(); |
| 164 | + run_query_and_assert(&db); |
| 165 | + c.bench_function("three_paradigm_recall_under_50ms", |b| { |
| 166 | + b.iter_batched( |
| 167 | + seed_fixture, |
| 168 | + |db| timed_query_and_assert(&db), |
| 169 | + BatchSize::LargeInput, |
| 170 | + ) |
| 171 | + }); |
| 172 | +} |
| 173 | + |
| 174 | +criterion_group!(benches, bench_three_paradigm_recall_under_50ms); |
| 175 | +criterion_main!(benches); |
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