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| 1 | +//! Store Correctness Tests |
| 2 | +//! |
| 3 | +//! Verifies that `SimpleMapStorePerKey` and `SimpleMapStoreGlobal` produce |
| 4 | +//! identical results to `LegacySimpleMapStorePerKey` for range queries, |
| 5 | +//! exact queries, and earliest-timestamp lookups. |
| 6 | +
|
| 7 | +#![allow(deprecated)] |
| 8 | + |
| 9 | +use crate::data_model::{CleanupPolicy, KeyByLabelValues, LockStrategy, PrecomputedOutput}; |
| 10 | +use crate::precompute_operators::sum_accumulator::SumAccumulator; |
| 11 | +use crate::stores::simple_map_store::per_key_legacy::LegacySimpleMapStorePerKey; |
| 12 | +use crate::stores::simple_map_store::SimpleMapStore; |
| 13 | +use crate::stores::{Store, TimestampedBucketsMap}; |
| 14 | +use crate::AggregateCore; |
| 15 | +use promql_utilities::data_model::KeyByLabelNames; |
| 16 | +use sketch_db_common::aggregation_config::AggregationConfig; |
| 17 | +use std::collections::HashMap; |
| 18 | +use std::sync::Arc; |
| 19 | + |
| 20 | +// --------------------------------------------------------------------------- |
| 21 | +// Helpers |
| 22 | +// --------------------------------------------------------------------------- |
| 23 | + |
| 24 | +fn make_streaming_config( |
| 25 | + num_aggregates_to_retain: Option<u64>, |
| 26 | +) -> Arc<crate::data_model::StreamingConfig> { |
| 27 | + let mut configs = HashMap::new(); |
| 28 | + configs.insert( |
| 29 | + 1u64, |
| 30 | + AggregationConfig { |
| 31 | + aggregation_id: 1, |
| 32 | + aggregation_type: "SumAccumulator".to_string(), |
| 33 | + aggregation_sub_type: String::new(), |
| 34 | + parameters: HashMap::new(), |
| 35 | + grouping_labels: KeyByLabelNames::empty(), |
| 36 | + aggregated_labels: KeyByLabelNames::empty(), |
| 37 | + rollup_labels: KeyByLabelNames::empty(), |
| 38 | + original_yaml: String::new(), |
| 39 | + window_size: 1000, |
| 40 | + slide_interval: 1000, |
| 41 | + window_type: "tumbling".to_string(), |
| 42 | + tumbling_window_size: 1000, |
| 43 | + spatial_filter: String::new(), |
| 44 | + spatial_filter_normalized: String::new(), |
| 45 | + metric: "test_metric".to_string(), |
| 46 | + num_aggregates_to_retain, |
| 47 | + read_count_threshold: None, |
| 48 | + table_name: None, |
| 49 | + value_column: None, |
| 50 | + }, |
| 51 | + ); |
| 52 | + Arc::new(crate::data_model::StreamingConfig::new(configs)) |
| 53 | +} |
| 54 | + |
| 55 | +/// One row of test data: (start_ts, end_ts, label, sum_value) |
| 56 | +struct Row { |
| 57 | + start: u64, |
| 58 | + end: u64, |
| 59 | + label: String, |
| 60 | + value: f64, |
| 61 | +} |
| 62 | + |
| 63 | +fn populate_new(store: &SimpleMapStore, rows: &[Row]) { |
| 64 | + for r in rows { |
| 65 | + let key = KeyByLabelValues::new_with_labels(vec![r.label.clone()]); |
| 66 | + let output = PrecomputedOutput::new(r.start, r.end, Some(key), 1); |
| 67 | + let acc: Box<dyn AggregateCore> = Box::new(SumAccumulator::with_sum(r.value)); |
| 68 | + store.insert_precomputed_output(output, acc).unwrap(); |
| 69 | + } |
| 70 | +} |
| 71 | + |
| 72 | +fn populate_legacy(store: &LegacySimpleMapStorePerKey, rows: &[Row]) { |
| 73 | + for r in rows { |
| 74 | + let key = KeyByLabelValues::new_with_labels(vec![r.label.clone()]); |
| 75 | + let output = PrecomputedOutput::new(r.start, r.end, Some(key), 1); |
| 76 | + let acc: Box<dyn AggregateCore> = Box::new(SumAccumulator::with_sum(r.value)); |
| 77 | + store.insert_precomputed_output(output, acc).unwrap(); |
| 78 | + } |
| 79 | +} |
| 80 | + |
| 81 | +/// Extract (label, sum) pairs from a TimestampedBucketsMap, sorted for comparison. |
| 82 | +fn extract_sums(map: &TimestampedBucketsMap) -> Vec<(Vec<String>, u64, u64, f64)> { |
| 83 | + let mut out = Vec::new(); |
| 84 | + for (key, buckets) in map { |
| 85 | + let labels = key |
| 86 | + .as_ref() |
| 87 | + .map(|k| k.labels.clone()) |
| 88 | + .unwrap_or_default(); |
| 89 | + for ((start, end), acc) in buckets { |
| 90 | + let sum = acc |
| 91 | + .as_any() |
| 92 | + .downcast_ref::<SumAccumulator>() |
| 93 | + .map(|s| s.sum) |
| 94 | + .unwrap_or(f64::NAN); |
| 95 | + out.push((labels.clone(), *start, *end, sum)); |
| 96 | + } |
| 97 | + } |
| 98 | + out.sort_by(|a, b| { |
| 99 | + a.0.cmp(&b.0) |
| 100 | + .then(a.1.cmp(&b.1)) |
| 101 | + .then(a.2.cmp(&b.2)) |
| 102 | + }); |
| 103 | + out |
| 104 | +} |
| 105 | + |
| 106 | +/// Assert that two `TimestampedBucketsMap` results are identical. |
| 107 | +fn assert_maps_equal(new: &TimestampedBucketsMap, legacy: &TimestampedBucketsMap, ctx: &str) { |
| 108 | + let new_sums = extract_sums(new); |
| 109 | + let legacy_sums = extract_sums(legacy); |
| 110 | + assert_eq!( |
| 111 | + new_sums, legacy_sums, |
| 112 | + "{ctx}: result mismatch\n new: {new_sums:?}\n legacy: {legacy_sums:?}", |
| 113 | + ); |
| 114 | +} |
| 115 | + |
| 116 | +/// Build a standard set of rows: 5 time windows × 3 labels. |
| 117 | +fn make_rows() -> Vec<Row> { |
| 118 | + let mut rows = Vec::new(); |
| 119 | + for i in 0u64..5 { |
| 120 | + let start = i * 1000; |
| 121 | + let end = start + 1000; |
| 122 | + for (j, label) in ["host-a", "host-b", "host-c"].iter().enumerate() { |
| 123 | + rows.push(Row { |
| 124 | + start, |
| 125 | + end, |
| 126 | + label: label.to_string(), |
| 127 | + value: (i * 3 + j as u64) as f64 + 1.0, |
| 128 | + }); |
| 129 | + } |
| 130 | + } |
| 131 | + rows |
| 132 | +} |
| 133 | + |
| 134 | +// --------------------------------------------------------------------------- |
| 135 | +// Tests |
| 136 | +// --------------------------------------------------------------------------- |
| 137 | + |
| 138 | +#[cfg(test)] |
| 139 | +mod tests { |
| 140 | + use super::*; |
| 141 | + |
| 142 | + // --- range query (query_precomputed_output) --- |
| 143 | + |
| 144 | + #[test] |
| 145 | + fn per_key_range_query_matches_legacy_full_range() { |
| 146 | + let rows = make_rows(); |
| 147 | + let config = make_streaming_config(None); |
| 148 | + |
| 149 | + let legacy = LegacySimpleMapStorePerKey::new(config.clone(), CleanupPolicy::NoCleanup); |
| 150 | + populate_legacy(&legacy, &rows); |
| 151 | + |
| 152 | + let new = SimpleMapStore::new_with_strategy( |
| 153 | + config, |
| 154 | + CleanupPolicy::NoCleanup, |
| 155 | + LockStrategy::PerKey, |
| 156 | + ); |
| 157 | + populate_new(&new, &rows); |
| 158 | + |
| 159 | + let start = 0; |
| 160 | + let end = 5000; |
| 161 | + let new_result = new |
| 162 | + .query_precomputed_output("test_metric", 1, start, end) |
| 163 | + .unwrap(); |
| 164 | + let legacy_result = legacy |
| 165 | + .query_precomputed_output("test_metric", 1, start, end) |
| 166 | + .unwrap(); |
| 167 | + |
| 168 | + assert_maps_equal(&new_result, &legacy_result, "per_key range full"); |
| 169 | + } |
| 170 | + |
| 171 | + #[test] |
| 172 | + fn global_range_query_matches_legacy_full_range() { |
| 173 | + let rows = make_rows(); |
| 174 | + let config = make_streaming_config(None); |
| 175 | + |
| 176 | + let legacy = LegacySimpleMapStorePerKey::new(config.clone(), CleanupPolicy::NoCleanup); |
| 177 | + populate_legacy(&legacy, &rows); |
| 178 | + |
| 179 | + let new = SimpleMapStore::new_with_strategy( |
| 180 | + config, |
| 181 | + CleanupPolicy::NoCleanup, |
| 182 | + LockStrategy::Global, |
| 183 | + ); |
| 184 | + populate_new(&new, &rows); |
| 185 | + |
| 186 | + let start = 0; |
| 187 | + let end = 5000; |
| 188 | + let new_result = new |
| 189 | + .query_precomputed_output("test_metric", 1, start, end) |
| 190 | + .unwrap(); |
| 191 | + let legacy_result = legacy |
| 192 | + .query_precomputed_output("test_metric", 1, start, end) |
| 193 | + .unwrap(); |
| 194 | + |
| 195 | + assert_maps_equal(&new_result, &legacy_result, "global range full"); |
| 196 | + } |
| 197 | + |
| 198 | + #[test] |
| 199 | + fn per_key_range_query_matches_legacy_partial_range() { |
| 200 | + let rows = make_rows(); |
| 201 | + let config = make_streaming_config(None); |
| 202 | + |
| 203 | + let legacy = LegacySimpleMapStorePerKey::new(config.clone(), CleanupPolicy::NoCleanup); |
| 204 | + populate_legacy(&legacy, &rows); |
| 205 | + |
| 206 | + let new = SimpleMapStore::new_with_strategy( |
| 207 | + config, |
| 208 | + CleanupPolicy::NoCleanup, |
| 209 | + LockStrategy::PerKey, |
| 210 | + ); |
| 211 | + populate_new(&new, &rows); |
| 212 | + |
| 213 | + // Query only the middle three windows |
| 214 | + let start = 1000; |
| 215 | + let end = 3999; |
| 216 | + let new_result = new |
| 217 | + .query_precomputed_output("test_metric", 1, start, end) |
| 218 | + .unwrap(); |
| 219 | + let legacy_result = legacy |
| 220 | + .query_precomputed_output("test_metric", 1, start, end) |
| 221 | + .unwrap(); |
| 222 | + |
| 223 | + assert_maps_equal(&new_result, &legacy_result, "per_key range partial"); |
| 224 | + } |
| 225 | + |
| 226 | + // --- exact query (query_precomputed_output_exact) --- |
| 227 | + |
| 228 | + #[test] |
| 229 | + fn per_key_exact_query_matches_legacy() { |
| 230 | + let rows = make_rows(); |
| 231 | + let config = make_streaming_config(None); |
| 232 | + |
| 233 | + let legacy = LegacySimpleMapStorePerKey::new(config.clone(), CleanupPolicy::NoCleanup); |
| 234 | + populate_legacy(&legacy, &rows); |
| 235 | + |
| 236 | + let new = SimpleMapStore::new_with_strategy( |
| 237 | + config, |
| 238 | + CleanupPolicy::NoCleanup, |
| 239 | + LockStrategy::PerKey, |
| 240 | + ); |
| 241 | + populate_new(&new, &rows); |
| 242 | + |
| 243 | + // Exact match on the third window [2000, 3000) |
| 244 | + let exact_start = 2000; |
| 245 | + let exact_end = 3000; |
| 246 | + let new_result = new |
| 247 | + .query_precomputed_output_exact("test_metric", 1, exact_start, exact_end) |
| 248 | + .unwrap(); |
| 249 | + let legacy_result = legacy |
| 250 | + .query_precomputed_output_exact("test_metric", 1, exact_start, exact_end) |
| 251 | + .unwrap(); |
| 252 | + |
| 253 | + assert_maps_equal(&new_result, &legacy_result, "per_key exact"); |
| 254 | + } |
| 255 | + |
| 256 | + #[test] |
| 257 | + fn global_exact_query_matches_legacy() { |
| 258 | + let rows = make_rows(); |
| 259 | + let config = make_streaming_config(None); |
| 260 | + |
| 261 | + let legacy = LegacySimpleMapStorePerKey::new(config.clone(), CleanupPolicy::NoCleanup); |
| 262 | + populate_legacy(&legacy, &rows); |
| 263 | + |
| 264 | + let new = SimpleMapStore::new_with_strategy( |
| 265 | + config, |
| 266 | + CleanupPolicy::NoCleanup, |
| 267 | + LockStrategy::Global, |
| 268 | + ); |
| 269 | + populate_new(&new, &rows); |
| 270 | + |
| 271 | + let exact_start = 2000; |
| 272 | + let exact_end = 3000; |
| 273 | + let new_result = new |
| 274 | + .query_precomputed_output_exact("test_metric", 1, exact_start, exact_end) |
| 275 | + .unwrap(); |
| 276 | + let legacy_result = legacy |
| 277 | + .query_precomputed_output_exact("test_metric", 1, exact_start, exact_end) |
| 278 | + .unwrap(); |
| 279 | + |
| 280 | + assert_maps_equal(&new_result, &legacy_result, "global exact"); |
| 281 | + } |
| 282 | + |
| 283 | + #[test] |
| 284 | + fn exact_query_returns_empty_when_no_match() { |
| 285 | + let rows = make_rows(); |
| 286 | + let config = make_streaming_config(None); |
| 287 | + |
| 288 | + let new = |
| 289 | + SimpleMapStore::new_with_strategy(config, CleanupPolicy::NoCleanup, LockStrategy::PerKey); |
| 290 | + populate_new(&new, &rows); |
| 291 | + |
| 292 | + // No window at [9000, 10000) |
| 293 | + let result = new |
| 294 | + .query_precomputed_output_exact("test_metric", 1, 9000, 10000) |
| 295 | + .unwrap(); |
| 296 | + |
| 297 | + assert!(result.is_empty(), "Expected empty result for unmatched exact query"); |
| 298 | + } |
| 299 | + |
| 300 | + // --- earliest timestamp --- |
| 301 | + |
| 302 | + #[test] |
| 303 | + fn per_key_earliest_timestamp_matches_legacy() { |
| 304 | + let rows = make_rows(); |
| 305 | + let config = make_streaming_config(None); |
| 306 | + |
| 307 | + let legacy = LegacySimpleMapStorePerKey::new(config.clone(), CleanupPolicy::NoCleanup); |
| 308 | + populate_legacy(&legacy, &rows); |
| 309 | + |
| 310 | + let new = SimpleMapStore::new_with_strategy( |
| 311 | + config, |
| 312 | + CleanupPolicy::NoCleanup, |
| 313 | + LockStrategy::PerKey, |
| 314 | + ); |
| 315 | + populate_new(&new, &rows); |
| 316 | + |
| 317 | + let new_ts = new.get_earliest_timestamp_per_aggregation_id().unwrap(); |
| 318 | + let legacy_ts = legacy.get_earliest_timestamp_per_aggregation_id().unwrap(); |
| 319 | + |
| 320 | + assert_eq!(new_ts, legacy_ts, "earliest timestamp mismatch (per_key)"); |
| 321 | + } |
| 322 | + |
| 323 | + #[test] |
| 324 | + fn global_earliest_timestamp_matches_legacy() { |
| 325 | + let rows = make_rows(); |
| 326 | + let config = make_streaming_config(None); |
| 327 | + |
| 328 | + let legacy = LegacySimpleMapStorePerKey::new(config.clone(), CleanupPolicy::NoCleanup); |
| 329 | + populate_legacy(&legacy, &rows); |
| 330 | + |
| 331 | + let new = SimpleMapStore::new_with_strategy( |
| 332 | + config, |
| 333 | + CleanupPolicy::NoCleanup, |
| 334 | + LockStrategy::Global, |
| 335 | + ); |
| 336 | + populate_new(&new, &rows); |
| 337 | + |
| 338 | + let new_ts = new.get_earliest_timestamp_per_aggregation_id().unwrap(); |
| 339 | + let legacy_ts = legacy.get_earliest_timestamp_per_aggregation_id().unwrap(); |
| 340 | + |
| 341 | + assert_eq!(new_ts, legacy_ts, "earliest timestamp mismatch (global)"); |
| 342 | + } |
| 343 | + |
| 344 | + // --- batch insert produces same results as single insert --- |
| 345 | + |
| 346 | + #[test] |
| 347 | + fn batch_insert_matches_single_insert_per_key() { |
| 348 | + let rows = make_rows(); |
| 349 | + let config = make_streaming_config(None); |
| 350 | + |
| 351 | + let single = |
| 352 | + SimpleMapStore::new_with_strategy(config.clone(), CleanupPolicy::NoCleanup, LockStrategy::PerKey); |
| 353 | + populate_new(&single, &rows); |
| 354 | + |
| 355 | + let batch = |
| 356 | + SimpleMapStore::new_with_strategy(config, CleanupPolicy::NoCleanup, LockStrategy::PerKey); |
| 357 | + let batch_inputs: Vec<_> = rows |
| 358 | + .iter() |
| 359 | + .map(|r| { |
| 360 | + let key = KeyByLabelValues::new_with_labels(vec![r.label.clone()]); |
| 361 | + let output = PrecomputedOutput::new(r.start, r.end, Some(key), 1); |
| 362 | + let acc: Box<dyn AggregateCore> = Box::new(SumAccumulator::with_sum(r.value)); |
| 363 | + (output, acc) |
| 364 | + }) |
| 365 | + .collect(); |
| 366 | + batch.insert_precomputed_output_batch(batch_inputs).unwrap(); |
| 367 | + |
| 368 | + let start = 0; |
| 369 | + let end = 5000; |
| 370 | + let single_result = single |
| 371 | + .query_precomputed_output("test_metric", 1, start, end) |
| 372 | + .unwrap(); |
| 373 | + let batch_result = batch |
| 374 | + .query_precomputed_output("test_metric", 1, start, end) |
| 375 | + .unwrap(); |
| 376 | + |
| 377 | + assert_maps_equal(&single_result, &batch_result, "batch vs single insert"); |
| 378 | + } |
| 379 | +} |
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