klukai-agent 0.1.4

Agent component for Klukai Corrosion
Documentation
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
618
619
620
621
622
623
624
625
626
627
628
629
630
631
632
633
634
635
636
637
638
639
640
641
642
643
644
645
646
647
648
649
650
651
652
653
654
655
656
657
658
659
660
661
662
663
664
665
666
667
668
669
670
671
672
673
674
675
676
677
678
679
680
681
682
683
684
685
686
687
688
689
690
691
692
693
694
695
696
697
698
699
700
701
702
703
704
705
706
707
708
709
710
711
712
713
714
715
716
717
718
719
720
721
722
723
724
725
726
727
728
729
730
731
732
733
734
735
736
737
738
739
740
741
742
743
744
745
746
747
748
749
750
751
752
753
754
755
756
757
758
759
760
761
762
763
764
765
766
767
768
769
770
771
772
773
774
775
776
777
778
779
780
781
782
783
784
785
786
787
788
789
790
791
792
793
794
795
796
797
798
799
800
801
802
803
804
805
806
807
808
809
810
811
812
813
814
815
816
817
818
819
820
821
822
823
824
825
826
827
828
829
830
831
832
833
834
835
836
837
838
839
840
841
842
843
844
845
846
847
848
849
850
851
852
853
854
855
856
857
858
859
860
861
862
863
864
865
866
867
868
869
870
871
872
873
874
875
876
877
878
879
880
881
882
883
884
885
886
887
888
889
890
891
892
893
894
895
896
897
898
899
900
901
902
903
904
905
906
907
908
909
910
911
912
913
914
915
916
917
918
919
920
921
922
923
924
925
926
927
928
929
930
931
932
933
934
935
936
937
938
939
940
941
942
943
944
945
946
947
948
949
950
951
952
953
954
955
956
957
958
959
960
961
962
963
964
965
966
967
968
969
970
971
972
973
974
975
976
977
978
979
980
981
982
983
984
985
986
987
988
989
990
991
992
993
994
995
996
997
998
999
1000
1001
1002
1003
1004
1005
1006
1007
1008
1009
1010
1011
1012
1013
1014
1015
1016
1017
1018
1019
1020
1021
1022
1023
1024
1025
1026
1027
1028
1029
1030
1031
1032
1033
1034
1035
1036
1037
1038
1039
1040
1041
1042
1043
1044
1045
1046
1047
1048
1049
1050
1051
1052
1053
1054
1055
1056
1057
1058
1059
1060
1061
1062
1063
1064
1065
1066
1067
1068
1069
1070
1071
1072
1073
1074
1075
1076
1077
1078
1079
1080
1081
1082
1083
1084
1085
1086
1087
1088
1089
1090
1091
1092
1093
1094
1095
1096
1097
1098
1099
1100
1101
1102
1103
1104
1105
1106
1107
1108
1109
1110
1111
1112
1113
1114
1115
1116
1117
1118
1119
1120
1121
1122
1123
1124
1125
1126
1127
1128
1129
1130
1131
1132
1133
1134
1135
1136
1137
1138
1139
1140
1141
1142
1143
1144
1145
1146
1147
1148
1149
1150
1151
1152
1153
1154
1155
1156
1157
1158
1159
1160
1161
1162
1163
1164
1165
1166
1167
1168
1169
1170
1171
1172
1173
1174
1175
1176
1177
1178
1179
1180
1181
1182
1183
1184
1185
1186
1187
1188
1189
1190
1191
1192
1193
1194
1195
1196
1197
1198
1199
1200
1201
1202
1203
1204
1205
1206
1207
1208
1209
1210
1211
1212
1213
1214
1215
1216
1217
1218
1219
1220
1221
1222
1223
1224
1225
1226
1227
1228
1229
1230
1231
1232
1233
1234
1235
1236
1237
1238
1239
1240
1241
1242
1243
1244
1245
1246
1247
1248
1249
1250
1251
1252
1253
1254
1255
1256
1257
1258
1259
1260
1261
1262
1263
1264
1265
1266
1267
1268
1269
1270
1271
1272
1273
1274
1275
1276
1277
1278
1279
1280
1281
1282
1283
1284
1285
1286
1287
1288
1289
1290
1291
1292
1293
1294
1295
1296
1297
1298
1299
1300
1301
1302
1303
1304
1305
1306
1307
1308
1309
1310
1311
1312
1313
1314
1315
1316
1317
1318
1319
1320
1321
1322
1323
1324
1325
1326
1327
1328
1329
1330
1331
1332
1333
1334
1335
1336
1337
1338
1339
1340
1341
1342
1343
1344
1345
1346
1347
1348
1349
1350
1351
1352
1353
1354
1355
1356
1357
1358
1359
1360
1361
1362
1363
1364
1365
1366
1367
1368
1369
1370
1371
1372
1373
1374
1375
1376
1377
1378
1379
1380
1381
1382
1383
1384
1385
1386
1387
1388
1389
1390
1391
1392
1393
1394
1395
1396
1397
1398
1399
1400
1401
1402
1403
1404
1405
1406
1407
1408
1409
1410
1411
1412
1413
1414
1415
1416
1417
1418
1419
1420
1421
1422
1423
1424
1425
1426
use std::{
    collections::{BTreeMap, HashMap},
    net::SocketAddr,
    ops::{Deref, RangeInclusive},
    time::{Duration, Instant},
};

use axum::Extension;
use bytes;
use futures::{StreamExt, TryStreamExt, future, stream::FuturesUnordered};
use http_body_util::BodyExt;
use hyper::StatusCode;
use hyper_util::client::legacy::{Client, connect::HttpConnector};
use hyper_util::rt::TokioExecutor;
use rand::{SeedableRng, distr::Uniform, prelude::Distribution, rngs::StdRng, seq::IteratorRandom};
use rangemap::RangeInclusiveSet;
use serde::Deserialize;
use serde_json::json;
use tokio::{
    sync::mpsc,
    time::{MissedTickBehavior, sleep, timeout},
};
use tracing::{debug, info_span};
use uuid::Uuid;

use crate::{
    agent::process_multiple_changes,
    api::{
        peer::parallel_sync,
        public::{TimeoutParams, api_v1_db_schema, api_v1_transactions},
    },
    transport::Transport,
};
use klukai_tests::*;
use klukai_types::{
    actor::ActorId,
    agent::Agent,
    api::{ColumnName, TableName},
    api::{ExecResponse, ExecResult, Statement},
    base::{CrsqlDbVersion, CrsqlDbVersionRange, CrsqlSeq},
    broadcast::{ChangeSource, ChangeV1, Changeset},
    change::Change,
    change::row_to_change,
    dbsr, dbsri, dbvri,
    pubsub::pack_columns,
    spawn::wait_for_all_pending_handles,
    sync::generate_sync,
    tripwire::Tripwire,
};

#[tokio::test(flavor = "multi_thread", worker_threads = 1)]
async fn insert_rows_and_gossip() -> eyre::Result<()> {
    _ = tracing_subscriber::fmt::try_init();
    let (tripwire, tripwire_worker, tripwire_tx) = Tripwire::new_simple();
    let ta1 = launch_test_agent(|conf| conf.build(), tripwire.clone()).await?;
    let ta2 = launch_test_agent(
        |conf| {
            conf.bootstrap(vec![ta1.agent.gossip_addr().to_string()])
                .build()
        },
        tripwire.clone(),
    )
    .await?;

    let client: Client<HttpConnector, http_body_util::Full<bytes::Bytes>> =
        Client::builder(TokioExecutor::new())
            .pool_max_idle_per_host(5)
            .pool_idle_timeout(Duration::from_secs(300))
            .build(HttpConnector::new());

    let req_body: Vec<Statement> = serde_json::from_value(json!([[
        "INSERT INTO tests (id,text) VALUES (?,?)",
        [1, "hello world 1"]
    ],]))?;

    let res = timeout(
        Duration::from_secs(5),
        client.request(
            hyper::Request::builder()
                .method(hyper::Method::POST)
                .uri(format!("http://{}/v1/transactions", ta1.agent.api_addr()))
                .header(hyper::header::CONTENT_TYPE, "application/json")
                .body(serde_json::to_vec(&req_body)?.into())?,
        ),
    )
    .await??;

    let body: ExecResponse = serde_json::from_slice(&res.into_body().collect().await?.to_bytes())?;

    let db_version: CrsqlDbVersion =
        ta1.agent
            .pool()
            .read()
            .await?
            .query_row("SELECT crsql_db_version();", (), |row| row.get(0))?;
    assert_eq!(db_version, CrsqlDbVersion(1));

    println!("body: {body:?}");

    let svc: TestRecord = ta1.agent.pool().read().await?.query_row(
        "SELECT id, text FROM tests WHERE id = 1;",
        [],
        |row| {
            Ok(TestRecord {
                id: row.get(0)?,
                text: row.get(1)?,
            })
        },
    )?;

    assert_eq!(svc.id, 1);
    assert_eq!(svc.text, "hello world 1");

    sleep(Duration::from_secs(1)).await;

    let svc: TestRecord = ta2.agent.pool().read().await?.query_row(
        "SELECT id, text FROM tests WHERE id = 1;",
        [],
        |row| {
            Ok(TestRecord {
                id: row.get(0)?,
                text: row.get(1)?,
            })
        },
    )?;

    assert_eq!(svc.id, 1);
    assert_eq!(svc.text, "hello world 1");

    let req_body: Vec<Statement> = serde_json::from_value(json!([[
        "INSERT INTO tests (id,text) VALUES (?,?)",
        [2, "hello world 2"]
    ]]))?;

    let res = client
        .request(
            hyper::Request::builder()
                .method(hyper::Method::POST)
                .uri(format!("http://{}/v1/transactions", ta1.agent.api_addr()))
                .header(hyper::header::CONTENT_TYPE, "application/json")
                .body(serde_json::to_vec(&req_body)?.into())?,
        )
        .await?;

    let body: ExecResponse = serde_json::from_slice(&res.into_body().collect().await?.to_bytes())?;

    println!("body: {body:?}");

    println!("checking crsql_changes");

    #[allow(clippy::type_complexity)]
    let bk: Vec<(ActorId, CrsqlDbVersion, Option<CrsqlSeq>)> = ta1
        .agent
        .pool()
        .read()
        .await?
        .prepare("SELECT site_id, db_version, max(seq) FROM crsql_changes group by db_version")?
        .query_map((), |row| {
            Ok((
                row.get::<_, ActorId>(0)?,
                row.get::<_, CrsqlDbVersion>(1)?,
                row.get::<_, Option<CrsqlSeq>>(2)?,
            ))
        })?
        .collect::<rusqlite::Result<_>>()?;

    assert_eq!(
        bk,
        vec![
            (ta1.agent.actor_id(), CrsqlDbVersion(1), Some(CrsqlSeq(0))),
            (ta1.agent.actor_id(), CrsqlDbVersion(2), Some(CrsqlSeq(0)))
        ]
    );

    let svc: TestRecord = ta1.agent.pool().read().await?.query_row(
        "SELECT id, text FROM tests WHERE id = 2;",
        [],
        |row| {
            Ok(TestRecord {
                id: row.get(0)?,
                text: row.get(1)?,
            })
        },
    )?;

    assert_eq!(svc.id, 2);
    assert_eq!(svc.text, "hello world 2");

    sleep(Duration::from_secs(1)).await;

    let svc: TestRecord = ta2.agent.pool().read().await?.query_row(
        "SELECT id, text FROM tests WHERE id = 2;",
        [],
        |row| {
            Ok(TestRecord {
                id: row.get(0)?,
                text: row.get(1)?,
            })
        },
    )?;

    assert_eq!(svc.id, 2);
    assert_eq!(svc.text, "hello world 2");

    let values: Vec<serde_json::Value> = (3..1000)
        .map(|id| {
            serde_json::json!([
                "INSERT INTO tests (id,text) VALUES (?,?)",
                [id, format!("hello world #{id}")],
            ])
        })
        .collect();

    let req_body: Vec<Statement> = serde_json::from_value(json!(values))?;

    timeout(
        Duration::from_secs(5),
        client.request(
            hyper::Request::builder()
                .method(hyper::Method::POST)
                .uri(format!("http://{}/v1/transactions", ta1.agent.api_addr()))
                .header(hyper::header::CONTENT_TYPE, "application/json")
                .body(serde_json::to_vec(&req_body)?.into())?,
        ),
    )
    .await??;

    let db_version: CrsqlDbVersion =
        ta1.agent
            .pool()
            .read()
            .await?
            .query_row("SELECT crsql_db_version();", (), |row| row.get(0))?;
    assert_eq!(db_version, CrsqlDbVersion(3));

    let expected_count: i64 =
        ta1.agent
            .pool()
            .read()
            .await?
            .query_row("SELECT COUNT(*) FROM tests", (), |row| row.get(0))?;

    sleep(Duration::from_secs(5)).await;

    let got_count: i64 =
        ta2.agent
            .pool()
            .read()
            .await?
            .query_row("SELECT COUNT(*) FROM tests", (), |row| row.get(0))?;

    assert_eq!(expected_count, got_count);

    tripwire_tx.send(()).await.ok();
    tripwire_worker.await;
    wait_for_all_pending_handles().await;

    Ok(())
}

#[tokio::test(flavor = "multi_thread", worker_threads = 1)]
async fn chill_test() -> eyre::Result<()> {
    configurable_stress_test(2, 1, 4).await
}

#[tokio::test(flavor = "multi_thread", worker_threads = 1)]
async fn stress_test() -> eyre::Result<()> {
    configurable_stress_test(30, 10, 200).await
}

#[ignore]
#[tokio::test(flavor = "multi_thread", worker_threads = 1)]
async fn stresser_test() -> eyre::Result<()> {
    configurable_stress_test(45, 15, 1500).await
}

/// Default parameters:
///
/// - num_nodes: 30
/// - connectivity: 10
/// - input_count: 200
///
///
#[allow(unused)]
pub async fn configurable_stress_test(
    num_nodes: usize,
    connectivity: usize,
    input_count: usize,
) -> eyre::Result<()> {
    _ = tracing_subscriber::fmt::try_init();
    let (tripwire, tripwire_worker, tripwire_tx) = Tripwire::new_simple();

    let agents = futures::stream::iter(
        (0..num_nodes).map(|n| "127.0.0.1:0".parse().map(move |addr| (n, addr))),
    )
    .try_chunks(50)
    .try_fold(vec![], {
        let tripwire = tripwire.clone();
        move |mut agents: Vec<TestAgent>, to_launch| {
            let tripwire = tripwire.clone();
            async move {
                for (n, gossip_addr) in to_launch {
                    println!("LAUNCHING AGENT #{n}");
                    let mut rng = StdRng::from_os_rng();
                    let bootstrap = agents
                        .iter()
                        .map(|ta| ta.agent.gossip_addr())
                        .choose_multiple(&mut rng, connectivity);
                    agents.push(
                        launch_test_agent(
                            |conf| {
                                conf.gossip_addr(gossip_addr)
                                    .bootstrap(
                                        bootstrap
                                            .iter()
                                            .map(SocketAddr::to_string)
                                            .collect::<Vec<String>>(),
                                    )
                                    .build()
                            },
                            tripwire.clone(),
                        )
                        .await
                        .unwrap(),
                    );
                }
                tokio::time::sleep(Duration::from_secs(1)).await;
                Ok(agents)
            }
        }
    })
    .await?;

    let client: Client<HttpConnector, http_body_util::Full<bytes::Bytes>> =
        Client::builder(TokioExecutor::new()).build(HttpConnector::new());

    let addrs: Vec<(ActorId, SocketAddr)> = agents
        .iter()
        .map(|ta| (ta.agent.actor_id(), ta.agent.api_addr()))
        .collect();

    let iter = (0..input_count).flat_map(|n| {
        serde_json::from_value::<Vec<Statement>>(json!([
            [
                "INSERT INTO tests (id,text) VALUES (?,?)",
                [n, format!("hello world {n}")]
            ],
            [
                "INSERT INTO tests2 (id,text) VALUES (?,?)",
                [n, format!("hello world {n}")]
            ],
            [
                "INSERT INTO tests (id,text) VALUES (?,?)",
                [n + 10000, format!("hello world {n}")]
            ],
            [
                "INSERT INTO tests2 (id,text) VALUES (?,?)",
                [n + 10000, format!("hello world {n}")]
            ]
        ]))
        .unwrap()
    });

    let actor_versions = {
        let client: Client<HttpConnector, http_body_util::Full<bytes::Bytes>> =
            Client::builder(TokioExecutor::new()).build(HttpConnector::new());

        tokio_stream::StreamExt::map(futures::stream::iter(iter).chunks(20), {
            let addrs = addrs.clone();
            let client = client.clone();
            move |statements| {
                let addrs = addrs.clone();
                let client = client.clone();
                Ok(async move {
                    let mut rng = StdRng::from_os_rng();
                    let (actor_id, chosen) = addrs.iter().choose(&mut rng).unwrap();

                    let res = client
                        .request(
                            hyper::Request::builder()
                                .method(hyper::Method::POST)
                                .uri(format!("http://{chosen}/v1/transactions"))
                                .header(hyper::header::CONTENT_TYPE, "application/json")
                                .body(serde_json::to_vec(&statements)?.into())?,
                        )
                        .await?;

                    if res.status() != StatusCode::OK {
                        eyre::bail!("unexpected status code: {}", res.status());
                    }

                    let body: ExecResponse =
                        serde_json::from_slice(&res.into_body().collect().await?.to_bytes())?;

                    for (i, statement) in statements.iter().enumerate() {
                        if !matches!(
                            body.results[i],
                            ExecResult::Execute {
                                rows_affected: 1,
                                ..
                            }
                        ) {
                            eyre::bail!("unexpected exec result for statement {i}: {statement:?}");
                        }
                    }

                    Ok::<_, eyre::Report>((*actor_id, 1))
                })
            }
        })
        .try_buffer_unordered(10)
        .try_fold(BTreeMap::new(), |mut acc, item| {
            {
                *acc.entry(item.0).or_insert(0) += item.1
            }
            future::ready(Ok(acc))
        })
        .await?
    };

    let changes_count: i64 = 4 * input_count as i64;

    println!("expecting {changes_count} ops");

    // tokio::spawn({
    //     let bookies = agents
    //         .iter()
    //         .map(|a| (a.agent.actor_id(), a.bookie.clone()))
    //         .collect::<Vec<_>>();
    //     async move {
    //         loop {
    //             tokio::time::sleep(Duration::from_secs(1)).await;
    //             for (actor_id, bookie) in bookies.iter() {
    //                 let registry = bookie.registry();
    //                 let r = registry.map.read();

    //                 for v in r.values() {
    //                     debug!(%actor_id, "GOT A LOCK {v:?}");
    //                 }
    //             }
    //         }
    //     }
    // });

    let start = Instant::now();

    let mut interval = tokio::time::interval(Duration::from_secs(1));
    interval.set_missed_tick_behavior(MissedTickBehavior::Delay);
    loop {
        debug!("looping");
        for ta in agents.iter() {
            let registry = ta.bookie.registry();
            let r = registry.map.read();

            for v in r.values() {
                println!(
                    "{}: GOT A LOCK: {} has been locked for {:?}",
                    ta.agent.actor_id(),
                    v.label,
                    v.started_at.elapsed()
                );
            }
        }
        tokio::time::sleep(Duration::from_secs(1)).await;
        println!("checking status after {}s", start.elapsed().as_secs_f32());
        let mut v = vec![];
        for ta in agents.iter() {
            let span = info_span!("consistency", actor_id = %ta.agent.actor_id().0);
            let _entered = span.enter();

            let conn = ta.agent.pool().read().await?;
            let counts: HashMap<ActorId, i64> = conn
                .prepare_cached("SELECT site_id, count(*) FROM crsql_changes GROUP BY site_id;")?
                .query_map([], |row| Ok((row.get(0)?, row.get(1)?)))?
                .collect::<rusqlite::Result<_>>()?;

            debug!("versions count: {counts:?}");

            let actual_count: i64 =
                conn.query_row("SELECT count(*) FROM crsql_changes;", (), |row| row.get(0))?;
            debug!("actual count: {actual_count}");

            debug!(
                "last version: {:?}",
                ta.bookie
                    .write::<&str, _>("test", None)
                    .await
                    .ensure(ta.agent.actor_id())
                    .read::<&str, _>("test", None)
                    .await
                    .last()
            );

            let sync = generate_sync(&ta.bookie, ta.agent.actor_id()).await;
            let needed = sync.need_len();

            debug!("generated sync: {sync:?}");

            v.push((counts.values().sum::<i64>(), needed));
        }
        if v.len() != agents.len() {
            println!("got {} actors, expecting {}", v.len(), agents.len());
        }
        if v.len() == agents.len()
            && v.iter()
                .all(|(n, needed)| *n == changes_count && *needed == 0)
        {
            break;
        }

        println!("we're not done yet...");

        if start.elapsed() > Duration::from_secs(30) {
            for ta in agents.iter() {
                let conn = ta.agent.pool().read().await?;
                let mut per_actor: BTreeMap<ActorId, RangeInclusiveSet<CrsqlDbVersion>> =
                    BTreeMap::new();
                let mut prepped =
                    conn.prepare("SELECT DISTINCT site_id, db_version FROM crsql_changes;")?;
                let mut rows = prepped.query(())?;

                while let Ok(Some(row)) = rows.next() {
                    per_actor
                        .entry(row.get(0)?)
                        .or_default()
                        .insert(row.get(1)?..=row.get(1)?);
                }

                let actual_count: i64 =
                    conn.query_row("SELECT count(*) FROM crsql_changes;", (), |row| row.get(0))?;
                debug!("actual count: {actual_count}");
                if actual_count != changes_count {
                    println!(
                        "{}: still missing {} rows in crsql_changes",
                        ta.agent.actor_id(),
                        changes_count - actual_count
                    );
                }

                for (actor_id, versions) in per_actor {
                    if let Some(versions_len) = actor_versions.get(&actor_id) {
                        let full_range = CrsqlDbVersion(1)..=CrsqlDbVersion(*versions_len as u64);
                        let gaps = versions.gaps(&full_range);
                        for gap in gaps {
                            println!("{} db gap! {actor_id} => {gap:?}", ta.agent.actor_id());
                        }
                    }
                }

                let sync = generate_sync(&ta.bookie, ta.agent.actor_id()).await;
                for (actor, versions) in sync.need {
                    println!(
                        "{}: in-memory gap: {actor:?} from {versions:?}",
                        ta.agent.actor_id()
                    );
                }

                let recorded_gaps = conn
                    .prepare("SELECT actor_id, start, end FROM __corro_bookkeeping_gaps")?
                    .query_map([], |row| Ok((row.get(0)?, row.get(1)?, row.get(2)?)))?
                    .collect::<Result<Vec<(ActorId, CrsqlDbVersion, CrsqlDbVersion)>, _>>()?;

                for (actor_id, start, end) in recorded_gaps {
                    println!(
                        "{} recorded gap: {actor_id} => {start}..={end}",
                        ta.agent.actor_id()
                    );
                }
            }

            panic!(
                "failed to disseminate all updates to all nodes in {}s",
                start.elapsed().as_secs_f32()
            );
        }
    }
    println!("fully disseminated in {}s", start.elapsed().as_secs_f32());

    println!("checking gaps in db...");
    for ta in agents {
        let conn = ta.agent.pool().read().await?;
        let gaps_count: u64 =
            conn.query_row("SELECT count(*) FROM __corro_bookkeeping_gaps", [], |row| {
                row.get(0)
            })?;
        assert_eq!(
            gaps_count,
            0,
            "expected {} to have 0 gaps in DB",
            ta.agent.actor_id()
        );
    }

    println!("waiting for things to shut down");
    tripwire_tx.send(()).await.ok();
    tripwire_worker.await;
    wait_for_all_pending_handles().await;

    Ok(())
}

#[tokio::test(flavor = "multi_thread", worker_threads = 1)]
async fn large_tx_sync() -> eyre::Result<()> {
    _ = tracing_subscriber::fmt::try_init();
    let (tripwire, tripwire_worker, tripwire_tx) = Tripwire::new_simple();
    let ta1 = launch_test_agent(|conf| conf.build(), tripwire.clone()).await?;

    let client: Client<HttpConnector, http_body_util::Full<bytes::Bytes>> =
        Client::builder(TokioExecutor::new())
            .pool_max_idle_per_host(5)
            .pool_idle_timeout(Duration::from_secs(300))
            .build(HttpConnector::new());

    let counts = [
        10000, 1000, 900, 800, 700, 600, 500, 400, 300, 200, 100, 1000, 900, 800, 700, 600, 500,
        400, 300, 200, 100, 1000, 900, 800, 700, 600, 500, 400, 300, 200, 100, 1000, 900, 800, 700,
        600, 500, 400, 300, 200, 100, 1000, 900, 800, 700, 600, 500, 400, 300, 200, 100, 1000, 900,
        800, 700, 600, 500, 400, 300, 200, 100, 1000, 900, 800, 700, 600, 500, 400, 300, 200, 100,
        1000, 900, 800, 700, 600, 500, 400, 300, 200, 100, 1000, 900, 800, 700, 600, 500, 400, 300,
        200, 100, 1000, 900, 800, 700, 600, 500, 400, 300, 200, 100,
    ];

    for n in counts.iter() {
        let req_body: Vec<Statement> = serde_json::from_value(json!([format!(
            "INSERT INTO testsbool (id) WITH RECURSIVE    cte(id) AS (       SELECT random()       UNION ALL       SELECT random()         FROM cte        LIMIT {n}  ) SELECT id FROM cte;"
        )]))?;

        let res = timeout(
            Duration::from_secs(5),
            client.request(
                hyper::Request::builder()
                    .method(hyper::Method::POST)
                    .uri(format!("http://{}/v1/transactions", ta1.agent.api_addr()))
                    .header(hyper::header::CONTENT_TYPE, "application/json")
                    .body(serde_json::to_vec(&req_body)?.into())?,
            ),
        )
        .await??;

        let body: ExecResponse =
            serde_json::from_slice(&res.into_body().collect().await?.to_bytes())?;

        println!("body: {body:?}");
    }

    let expected_count = counts.into_iter().sum::<usize>();

    let db_version: CrsqlDbVersion =
        ta1.agent
            .pool()
            .read()
            .await?
            .query_row("SELECT crsql_db_version();", (), |row| row.get(0))?;
    assert_eq!(db_version, CrsqlDbVersion(counts.len() as u64));

    println!("expected count: {expected_count}");

    let ta2 = launch_test_agent(|conf| conf.build(), tripwire.clone()).await?;
    let ta3 = launch_test_agent(|conf| conf.build(), tripwire.clone()).await?;
    let ta4 = launch_test_agent(|conf| conf.build(), tripwire.clone()).await?;

    let (rtt_tx, _rtt_rx) = mpsc::channel(1024);
    let ta2_transport = Transport::new(&ta2.agent.config().gossip, rtt_tx.clone()).await?;
    let ta3_transport = Transport::new(&ta3.agent.config().gossip, rtt_tx.clone()).await?;
    let ta4_transport = Transport::new(&ta4.agent.config().gossip, rtt_tx.clone()).await?;

    println!("starting sync!?");
    for _ in 0..7 {
        let res = parallel_sync(
            &ta2.agent,
            &ta2_transport,
            vec![(ta1.agent.actor_id(), ta1.agent.gossip_addr())],
            generate_sync(&ta2.bookie, ta2.agent.actor_id()).await,
        )
        .await?;

        println!("ta2 synced {res}");

        let res = parallel_sync(
            &ta3.agent,
            &ta3_transport,
            vec![
                (ta1.agent.actor_id(), ta1.agent.gossip_addr()),
                (ta2.agent.actor_id(), ta2.agent.gossip_addr()),
            ],
            generate_sync(&ta3.bookie, ta3.agent.actor_id()).await,
        )
        .await?;

        println!("ta3 synced {res}");

        let res = parallel_sync(
            &ta4.agent,
            &ta4_transport,
            vec![
                (ta3.agent.actor_id(), ta3.agent.gossip_addr()),
                (ta2.agent.actor_id(), ta2.agent.gossip_addr()),
            ],
            generate_sync(&ta4.bookie, ta4.agent.actor_id()).await,
        )
        .await?;

        println!("ta4 synced {res}");

        tokio::time::sleep(Duration::from_secs(2)).await;
    }

    tokio::time::sleep(Duration::from_secs(10)).await;

    let mut ta_counts = vec![];

    for (name, ta) in [("ta2", &ta2), ("ta3", &ta3), ("ta4", &ta4)] {
        let agent = &ta.agent;
        let conn = agent.pool().read().await?;

        let count: u64 = conn
            .prepare_cached("SELECT COUNT(*) FROM testsbool;")?
            .query_row((), |row| row.get(0))?;

        println!(
            "{name}: {:#?}",
            generate_sync(&ta.bookie, agent.actor_id()).await
        );

        println!(
            "{name}: bookie: {:?}",
            ta.bookie
                .read::<&str, _>("test", None)
                .await
                .get(&ta1.agent.actor_id())
                .unwrap()
                .read::<&str, _>("test", None)
                .await
                .deref()
        );

        if count as usize != expected_count {
            let buf_count: Vec<(CrsqlDbVersion, u64)> = conn
                .prepare(
                    "select db_version,count(*) from __corro_buffered_changes group by db_version",
                )?
                .query_map([], |row| Ok((row.get(0)?, row.get(1)?)))?
                .collect::<rusqlite::Result<Vec<_>>>()?;
            println!(
                "{name}: BUFFERED COUNT: {buf_count:?} (actor_id: {})",
                agent.actor_id()
            );

            let ranges = conn
                .prepare("select start_seq, end_seq from __corro_seq_bookkeeping")?
                .query_map([], |row| Ok(row.get::<_, u64>(0)?..=row.get::<_, u64>(1)?))?
                .collect::<rusqlite::Result<Vec<_>>>()?;
            println!("{name}: ranges: {ranges:?}");
        }

        ta_counts.push((name, agent.actor_id(), count as usize));
    }

    for (name, actor_id, count) in ta_counts {
        assert_eq!(
            count, expected_count,
            "{name}: actor {actor_id} did not reach {expected_count} rows",
        );
    }

    println!("now waiting for all futures to end");

    tripwire_tx.send(()).await.ok();
    tripwire_worker.await;
    wait_for_all_pending_handles().await;

    Ok(())
}

#[derive(Debug, Deserialize)]
struct TestRecord {
    id: i64,
    text: String,
}

#[tokio::test(flavor = "multi_thread", worker_threads = 1)]
async fn test_clear_empty_versions() -> eyre::Result<()> {
    _ = tracing_subscriber::fmt::try_init();

    let (tripwire, tripwire_worker, tripwire_tx) = Tripwire::new_simple();
    let ta1 = launch_test_agent(|conf| conf.build(), tripwire.clone()).await?;
    let ta2 = launch_test_agent(|conf| conf.build(), tripwire.clone()).await?;

    let tx_timeout = Duration::from_secs(60);

    let (rtt_tx, _rtt_rx) = mpsc::channel(1024);
    let ta2_transport = Transport::new(&ta2.agent.config().gossip, rtt_tx.clone()).await?;
    // setup the schema, for both nodes
    let (status_code, _body) = api_v1_db_schema(
        Extension(ta1.agent.clone()),
        axum::Json(vec![klukai_tests::TEST_SCHEMA.into()]),
    )
    .await;

    assert_eq!(status_code, StatusCode::OK);

    let (status_code, _body) = api_v1_db_schema(
        Extension(ta2.agent.clone()),
        axum::Json(vec![klukai_tests::TEST_SCHEMA.into()]),
    )
    .await;
    assert_eq!(status_code, StatusCode::OK);

    // make about 50 transactions to ta1
    insert_rows(ta1.agent.clone(), 1, 50).await;
    // send them all
    let rows = get_rows(ta1.agent.clone(), vec![(dbvri!(1, 50), None)]).await?;
    process_multiple_changes(ta2.agent.clone(), ta2.bookie.clone(), rows, tx_timeout).await?;

    // overwrite different version ranges
    insert_rows(ta1.agent.clone(), 1, 5).await;
    insert_rows(ta1.agent.clone(), 10, 10).await;
    insert_rows(ta1.agent.clone(), 23, 25).await;
    insert_rows(ta1.agent.clone(), 30, 31).await;

    let rows = get_rows(
        ta1.agent.clone(),
        vec![
            (dbvri!(51, 55), None),
            (dbvri!(56, 56), None),
            (dbvri!(57, 59), None),
            (dbvri!(60, 60), None),
        ],
    )
    .await?;
    process_multiple_changes(ta2.agent.clone(), ta2.bookie.clone(), rows, tx_timeout).await?;
    check_bookie_versions(
        ta2.clone(),
        ta1.agent.actor_id(),
        vec![dbvri!(1, 50)],
        vec![],
        vec![],
        vec![],
    )
    .await?;

    // // initiate sync with ta1 to get cleared
    let res = parallel_sync(
        &ta2.agent,
        &ta2_transport,
        vec![(ta1.agent.actor_id(), ta1.agent.gossip_addr())],
        generate_sync(&ta2.bookie, ta2.agent.actor_id()).await,
    )
    .await?;

    println!("ta2 synced {res}");

    sleep(Duration::from_secs(2)).await;

    check_bookie_versions(
        ta2.clone(),
        ta1.agent.actor_id(),
        vec![],
        vec![],
        vec![],
        vec![dbvri!(1, 5), dbvri!(10, 10), dbvri!(23, 25), dbvri!(30, 31)],
    )
    .await?;

    tripwire_tx.send(()).await.ok();
    tripwire_worker.await;
    wait_for_all_pending_handles().await;

    Ok(())
}

#[tokio::test(flavor = "multi_thread", worker_threads = 1)]
async fn process_failed_changes() -> eyre::Result<()> {
    _ = tracing_subscriber::fmt::try_init();

    let (tripwire, tripwire_worker, tripwire_tx) = Tripwire::new_simple();
    let ta1 = launch_test_agent(|conf| conf.build(), tripwire.clone()).await?;
    let uuid = Uuid::parse_str("00000000-0000-0000-a716-446655440000")?;
    let actor_id = ActorId(uuid);
    // setup the schema, for both nodes
    let (status_code, _body) = api_v1_db_schema(
        Extension(ta1.agent.clone()),
        axum::Json(vec![klukai_tests::TEST_SCHEMA.into()]),
    )
    .await;
    assert_eq!(status_code, StatusCode::OK);

    let ta2 = launch_test_agent(|conf| conf.build(), tripwire.clone()).await?;
    let (status_code, _body) = api_v1_db_schema(
        Extension(ta2.agent.clone()),
        axum::Json(vec![klukai_tests::TEST_SCHEMA.into()]),
    )
    .await;
    assert_eq!(status_code, StatusCode::OK);

    for i in 1..=5_i64 {
        let (status_code, _) = api_v1_transactions(
            Extension(ta2.agent.clone()),
            axum::extract::Query(TimeoutParams { timeout: None }),
            axum::Json(vec![Statement::WithParams(
                "INSERT OR REPLACE INTO tests (id,text) VALUES (?,?)".into(),
                vec![i.into(), "service-text".into()],
            )]),
        )
        .await;
        assert_eq!(status_code, StatusCode::OK);
    }
    let mut good_changes = get_rows(ta2.agent.clone(), vec![(dbvri!(1, 5), None)]).await?;

    let change6 = Change {
        table: TableName("tests".into()),
        pk: pack_columns(&[6i64.into()])?,
        cid: ColumnName("text".into()),
        val: "six".into(),
        col_version: 1,
        db_version: CrsqlDbVersion(6),
        seq: CrsqlSeq(0),
        site_id: actor_id.to_bytes(),
        cl: 1,
    };

    let bad_change = Change {
        table: TableName("tests".into()),
        pk: pack_columns(&[6i64.into()])?,
        cid: ColumnName("nonexistent".into()),
        val: "six".into(),
        col_version: 1,
        db_version: CrsqlDbVersion(6),
        seq: CrsqlSeq(1),
        site_id: actor_id.to_bytes(),
        cl: 1,
    };

    let mut rows = vec![(
        ChangeV1 {
            actor_id,
            changeset: Changeset::Full {
                version: CrsqlDbVersion(1),
                changes: vec![change6.clone(), bad_change],
                seqs: dbsr!(0, 1),
                last_seq: CrsqlSeq(1),
                ts: Default::default(),
            },
        },
        ChangeSource::Sync,
        Instant::now(),
    )];

    rows.append(&mut good_changes);

    let res = process_multiple_changes(
        ta1.agent.clone(),
        ta1.bookie.clone(),
        rows,
        Duration::from_secs(60),
    )
    .await;

    assert!(res.is_ok());

    // verify that correct versions were inserted
    let conn = ta1.agent.pool().read().await?;

    for i in 1..=5_i64 {
        let pk = pack_columns(&[i.into()])?;
        let crsql_dbv = conn
            .prepare_cached(
                r#"SELECT db_version from crsql_changes where "table" = "tests" and pk = ? and site_id = ?"#,
            )?
            .query_row((pk, ta2.agent.actor_id()), |row| row.get::<_, CrsqlDbVersion>(0))?;

        assert_eq!(crsql_dbv, CrsqlDbVersion(i as u64));

        let conn = ta1.agent.pool().read().await?;
        conn.prepare_cached("SELECT text from tests where id = ?")?
            .query_row([i], |row| row.get::<_, String>(0))?;
    }

    let res = conn
        .prepare_cached("SELECT text from tests where id = 6")?
        .query_row([], |row| row.get::<_, String>(0));
    assert!(res.is_err());
    assert_eq!(res, Err(rusqlite::Error::QueryReturnedNoRows));

    tripwire_tx.send(()).await.ok();
    tripwire_worker.await;
    wait_for_all_pending_handles().await;

    Ok(())
}

#[tokio::test(flavor = "multi_thread", worker_threads = 1)]
async fn test_process_multiple_changes() -> eyre::Result<()> {
    _ = tracing_subscriber::fmt::try_init();

    let (tripwire, tripwire_worker, tripwire_tx) = Tripwire::new_simple();
    let ta1 = launch_test_agent(|conf| conf.build(), tripwire.clone()).await?;
    let ta2 = launch_test_agent(|conf| conf.build(), tripwire.clone()).await?;
    let tx_timeout = Duration::from_secs(60);

    // setup the schema, for both nodes
    let (status_code, _body) = api_v1_db_schema(
        Extension(ta1.agent.clone()),
        axum::Json(vec![klukai_tests::TEST_SCHEMA.into()]),
    )
    .await;

    assert_eq!(status_code, StatusCode::OK);

    let (status_code, _body) = api_v1_db_schema(
        Extension(ta2.agent.clone()),
        axum::Json(vec![klukai_tests::TEST_SCHEMA.into()]),
    )
    .await;
    assert_eq!(status_code, StatusCode::OK);

    // make about 50 transactions to ta1
    insert_rows(ta1.agent.clone(), 1, 50).await;

    // sent 1-5
    let rows = get_rows(ta1.agent.clone(), vec![(dbvri!(1, 5), None)]).await?;
    process_multiple_changes(ta2.agent.clone(), ta2.bookie.clone(), rows, tx_timeout).await?;
    // check ta2 bookie
    check_bookie_versions(
        ta2.clone(),
        ta1.agent.actor_id(),
        vec![dbvri!(1, 5)],
        vec![],
        vec![],
        vec![],
    )
    .await?;

    // sent: 1-5, 9-10
    let rows = get_rows(ta1.agent.clone(), vec![(dbvri!(9, 10), None)]).await?;
    process_multiple_changes(ta2.agent.clone(), ta2.bookie.clone(), rows, tx_timeout).await?;
    // check for gap 6-8
    check_bookie_versions(
        ta2.clone(),
        ta1.agent.actor_id(),
        vec![],
        vec![dbvri!(6, 8)],
        vec![],
        vec![],
    )
    .await?;

    // create more gaps plus send partials
    // sent 1-5, 9-10, 15-16*, 20
    // * indicates partial version
    let rows = get_rows(
        ta1.agent.clone(),
        vec![(dbvri!(20, 20), None), (dbvri!(15, 16), Some(dbsri!(0, 0)))],
    )
    .await?;
    process_multiple_changes(ta2.agent.clone(), ta2.bookie.clone(), rows, tx_timeout).await?;
    // check for gap 11-14 and 17-19
    check_bookie_versions(
        ta2.clone(),
        ta1.agent.actor_id(),
        vec![],
        vec![dbvri!(11, 14), dbvri!(17, 19)],
        vec![(dbvri!(15, 16), dbsri!(0, 0))],
        vec![],
    )
    .await?;

    // clear versions 21-25. max version is now 55
    insert_rows(ta1.agent.clone(), 21, 25).await;
    // send non-contiguous cleared versions
    // sent 1-5, 9-10, 15-16*, 20, 21, 25
    let rows = get_rows(
        ta1.agent.clone(),
        vec![(dbvri!(21, 21), None), (dbvri!(25, 25), None)],
    )
    .await?;
    process_multiple_changes(ta2.agent.clone(), ta2.bookie.clone(), rows, tx_timeout).await?;

    check_bookie_versions(
        ta2.clone(),
        ta1.agent.actor_id(),
        vec![],
        vec![],
        vec![],
        vec![dbvri!(21, 21), dbvri!(25, 25)],
    )
    .await?;

    // send some missing gaps, partials and cleared version
    // sent 1-5, 9-10, 14-18, 20, 23-25
    let rows = get_rows(
        ta1.agent.clone(),
        vec![
            (dbvri!(14, 18), None),
            (dbvri!(15, 16), Some(dbsri!(1, 3))),
            (dbvri!(23, 24), None),
        ],
    )
    .await?;
    process_multiple_changes(ta2.agent.clone(), ta2.bookie.clone(), rows, tx_timeout).await?;
    check_bookie_versions(
        ta2.clone(),
        ta1.agent.actor_id(),
        vec![dbvri!(14, 18), dbvri!(15, 16)],
        vec![dbvri!(11, 13), dbvri!(19, 19), dbvri!(22, 22)],
        vec![],
        vec![dbvri!(23, 25)],
    )
    .await?;

    // sent 1-25
    let rows = get_rows(
        ta1.agent.clone(),
        vec![
            (dbvri!(6, 8), None),
            (dbvri!(11, 19), None),
            (dbvri!(22, 22), None),
        ],
    )
    .await?;
    process_multiple_changes(ta2.agent.clone(), ta2.bookie.clone(), rows, tx_timeout).await?;
    check_bookie_versions(
        ta2.clone(),
        ta1.agent.actor_id(),
        vec![dbvri!(1, 20)],
        vec![],
        vec![],
        vec![dbvri!(21, 25)],
    )
    .await?;

    tripwire_tx.send(()).await.ok();
    tripwire_worker.await;
    wait_for_all_pending_handles().await;

    Ok(())
}

async fn check_bookie_versions(
    ta: TestAgent,
    actor_id: ActorId,
    complete: Vec<RangeInclusive<CrsqlDbVersion>>,
    gap: Vec<RangeInclusive<CrsqlDbVersion>>,
    partials: Vec<(RangeInclusive<CrsqlDbVersion>, RangeInclusive<CrsqlSeq>)>,
    cleared: Vec<RangeInclusive<CrsqlDbVersion>>,
) -> eyre::Result<()> {
    let conn = ta.agent.pool().read().await?;
    let booked = ta
        .bookie
        .write::<&str, _>("test", None)
        .await
        .ensure(actor_id);
    let bookedv = booked.read::<&str, _>("test", None).await;

    for versions in complete {
        for version in CrsqlDbVersionRange::from(versions.clone()) {
            // should not be in gaps
            assert!(!conn.prepare_cached(
                "SELECT EXISTS (SELECT 1 FROM __corro_bookkeeping_gaps WHERE actor_id = ? and ? between start and end)")?
                .query_row((actor_id, version), |row| row.get::<usize, bool>(0))?);
        }
        bookedv.contains_all(versions, Some(dbsr!(0, 3)));
    }

    for (versions, seq) in partials {
        for version in CrsqlDbVersionRange::from(versions.clone()) {
            let bk: Vec<(ActorId, CrsqlDbVersion, CrsqlSeq, CrsqlSeq)> = conn
                .prepare(
                    "SELECT site_id, db_version, start_seq, end_seq FROM __corro_seq_bookkeeping where db_version = ?",
                )?
                .query_map([version], |row| {
                    Ok((row.get(0)?, row.get(1)?, row.get(2)?, row.get(3)?))
                })?.collect::<rusqlite::Result<Vec<_>>>()?;
            assert_eq!(bk, vec![(actor_id, version, *seq.start(), *seq.end())]);

            // should not be in gaps
            assert!(!conn.prepare_cached(
                "SELECT EXISTS (SELECT 1 FROM __corro_bookkeeping_gaps WHERE actor_id = ? and ? BETWEEN start and end)")?
                .query_row((actor_id, version), |row| row.get::<usize, bool>(0))?);

            let partial = bookedv.get_partial(&version);
            assert_ne!(partial, None);
        }
        bookedv.contains_all(versions, Some(dbsr!(0, 3)));
    }

    for versions in gap {
        for version in CrsqlDbVersionRange::from(versions.clone()) {
            let needed = bookedv.needed();
            assert!(
                needed.contains(&version),
                "{version:?} should be in {needed:?}"
            );
        }
        assert!(conn.prepare_cached(
            "SELECT EXISTS (SELECT 1 FROM __corro_bookkeeping_gaps WHERE actor_id = ? and start = ? and end = ?)")?
            .query_row((actor_id, versions.start(), versions.end()), |row| row.get(0))?);
    }

    for versions in cleared {
        for version in CrsqlDbVersionRange::from(versions) {
            assert!(!conn.prepare_cached(
            "SELECT EXISTS (SELECT 1 FROM crsql_changes WHERE site_id = ? and db_version = ?)")?
            .query_row((actor_id, version), |row| row.get::<usize, bool>(0))?, "Version {version} not cleared in crsql_changes table");
        }
    }

    Ok(())
}

async fn get_rows(
    agent: Agent,
    v: Vec<(
        RangeInclusive<CrsqlDbVersion>,
        Option<RangeInclusive<CrsqlSeq>>,
    )>,
) -> eyre::Result<Vec<(ChangeV1, ChangeSource, Instant)>> {
    let mut result = vec![];

    let conn = agent.pool().read().await?;
    for versions in v {
        for version in CrsqlDbVersionRange::from(versions.0) {
            let count: u64 = conn.query_row(
                "SELECT COUNT(*) FROM crsql_changes where db_version = ?",
                [version],
                |row| row.get(0),
            )?;
            let mut last = 4;
            // count will be zero for cleared versions
            if count > 0 {
                last = count - 1;
            }
            let mut query =
                r#"SELECT "table", pk, cid, val, col_version, db_version, seq, site_id, cl
            FROM crsql_changes where db_version = ?"#
                    .to_string();
            let changes: Vec<Change>;
            let seqs = if let Some(seq) = versions.1.clone() {
                let seq_query = " and seq >= ? and seq <= ?";
                query += seq_query;
                let mut prepped = conn.prepare(&query)?;
                changes = prepped
                    .query_map((version, seq.start(), seq.end()), row_to_change)?
                    .collect::<Result<Vec<_>, _>>()?;
                seq
            } else {
                let mut prepped = conn.prepare(&query)?;
                changes = prepped
                    .query_map([version], row_to_change)?
                    .collect::<Result<Vec<_>, _>>()?;
                CrsqlSeq(0)..=CrsqlSeq(last)
            };

            result.push((
                ChangeV1 {
                    actor_id: agent.actor_id(),
                    changeset: Changeset::Full {
                        version,
                        changes,
                        seqs: seqs.into(),
                        last_seq: CrsqlSeq(last),
                        ts: agent.clock().new_timestamp().into(),
                    },
                },
                ChangeSource::Broadcast,
                Instant::now(),
            ))
        }
    }
    Ok(result)
}

async fn insert_rows(agent: Agent, start: i64, n: i64) {
    // check locally that everything is in order
    for i in start..=n {
        let (status_code, _) = api_v1_transactions(
            Extension(agent.clone()),
            axum::extract::Query(TimeoutParams { timeout: None }),
            axum::Json(vec![Statement::WithParams(
                "INSERT OR REPLACE INTO tests3 (id,text,text2, num, num2) VALUES (?,?,?,?,?)"
                    .into(),
                vec![
                    i.into(),
                    "service-name".into(),
                    "second text".into(),
                    (i + 20).into(),
                    (i + 100).into(),
                ],
            )]),
        )
        .await;
        assert_eq!(status_code, StatusCode::OK);

        // let version = body.0.version.unwrap();
        // assert_eq!(version, CrsqlDbVersion(i as u64));
    }
}

#[tokio::test(flavor = "multi_thread", worker_threads = 2)]
async fn many_small_changes() -> eyre::Result<()> {
    _ = tracing_subscriber::fmt::try_init();
    let (tripwire, tripwire_worker, tripwire_tx) = Tripwire::new_simple();

    let agents = futures::StreamExt::fold(futures::stream::iter(0..10).chunks(50), vec![], {
        let tripwire = tripwire.clone();
        move |mut agents: Vec<TestAgent>, to_launch| {
            let tripwire = tripwire.clone();
            async move {
                for n in to_launch {
                    println!("LAUNCHING AGENT #{n}");
                    let mut rng = StdRng::from_os_rng();
                    let bootstrap = agents
                        .iter()
                        .map(|ta| ta.agent.gossip_addr())
                        .choose_multiple(&mut rng, 10);
                    agents.push(
                        launch_test_agent(
                            |conf| {
                                conf.gossip_addr("127.0.0.1:0".parse().unwrap())
                                    .bootstrap(
                                        bootstrap
                                            .iter()
                                            .map(SocketAddr::to_string)
                                            .collect::<Vec<String>>(),
                                    )
                                    .build()
                            },
                            tripwire.clone(),
                        )
                        .await
                        .unwrap(),
                    );
                }
                tokio::time::sleep(Duration::from_secs(1)).await;
                agents
            }
        }
    })
    .await;

    let mut start_id = 0;

    let _: () = FuturesUnordered::from_iter(agents.iter().map(|ta| {
        let ta = ta.clone();
        start_id += 100000;
        async move {
            tokio::spawn(async move {
                let client: Client<HttpConnector, http_body_util::Full<bytes::Bytes>> =
                    Client::builder(TokioExecutor::new()).build(HttpConnector::new());

                let durs = {
                    let between = Uniform::try_from(100..=1000).unwrap();
                    let mut rng = rand::rng();
                    (0..100)
                        .map(|_| between.sample(&mut rng))
                        .collect::<Vec<_>>()
                };

                let api_addr = ta.agent.api_addr();
                let actor_id = ta.agent.actor_id();

                let _: () = FuturesUnordered::from_iter(durs.into_iter().map(|dur| {
                    let client = client.clone();
                    start_id += 1;
                    async move {
                        sleep(Duration::from_millis(dur)).await;

                        let req_body = serde_json::from_value::<Vec<Statement>>(json!([[
                            "INSERT INTO tests (id,text) VALUES (?,?)",
                            [start_id, format!("hello from {actor_id}")]
                        ],]))?;

                        let res = client
                            .request(
                                hyper::Request::builder()
                                    .method(hyper::Method::POST)
                                    .uri(format!("http://{api_addr}/v1/transactions"))
                                    .header(hyper::header::CONTENT_TYPE, "application/json")
                                    .body(serde_json::to_vec(&req_body)?.into())?,
                            )
                            .await?;

                        if res.status() != StatusCode::OK {
                            eyre::bail!("bad status code: {}", res.status());
                        }

                        let body: ExecResponse =
                            serde_json::from_slice(&res.into_body().collect().await?.to_bytes())?;

                        match &body.results[0] {
                            ExecResult::Execute { .. } => {}
                            ExecResult::Error { error } => {
                                eyre::bail!("error: {error}");
                            }
                        }

                        Ok::<_, eyre::Report>(())
                    }
                }))
                .try_collect()
                .await?;

                Ok::<_, eyre::Report>(())
            })
            .await??;
            Ok::<_, eyre::Report>(())
        }
    }))
    .try_collect()
    .await?;

    sleep(Duration::from_secs(10)).await;

    for ta in agents {
        let conn = ta.agent.pool().read().await?;
        let count: i64 = conn.query_row("SELECT count(*) FROM tests", (), |row| row.get(0))?;

        println!("actor: {}, count: {count}", ta.agent.actor_id());
    }

    tripwire_tx.send(()).await.ok();
    tripwire_worker.await;
    wait_for_all_pending_handles().await;

    Ok(())
}