daphne 0.2.0

Implementation of the DAP specification
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
// Copyright (c) 2022 Cloudflare, Inc. All rights reserved.
// SPDX-License-Identifier: BSD-3-Clause

use crate::{
    hpke::HpkeReceiverConfig,
    messages::{
        AggregateContinueReq, AggregateInitializeReq, AggregateResp, BatchSelector, HpkeAeadId,
        HpkeCiphertext, HpkeConfig, HpkeKdfId, HpkeKemId, Id, Interval, PartialBatchSelector,
        Report, ReportId, Transition, TransitionFailure, TransitionVar,
    },
    DapAbort, DapAggregateResult, DapAggregateShare, DapError, DapHelperState, DapHelperTransition,
    DapLeaderState, DapLeaderTransition, DapLeaderUncommitted, DapMeasurement, DapOutputShare,
    Prio3Config, VdafAggregateShare, VdafConfig, VdafMessage, VdafState, VdafVerifyKey,
};
use assert_matches::assert_matches;
use prio::vdaf::{
    prio3::Prio3, Aggregatable, Aggregator as VdafAggregator, Collector as VdafCollector,
    PrepareTransition,
};
use rand::prelude::*;
use std::{collections::HashMap, fmt::Debug, time::SystemTime};

impl<M: Debug> DapLeaderTransition<M> {
    pub(crate) fn unwrap_continue(self) -> (DapLeaderState, M) {
        match self {
            DapLeaderTransition::Continue(state, message) => (state, message),
            _ => {
                panic!("unexpected transition: got {:?}", self);
            }
        }
    }

    pub(crate) fn unwrap_uncommitted(self) -> (DapLeaderUncommitted, M) {
        match self {
            DapLeaderTransition::Uncommitted(uncommitted, message) => (uncommitted, message),
            _ => {
                panic!("unexpected transition: got {:?}", self);
            }
        }
    }
}

impl<M: Debug> DapHelperTransition<M> {
    pub(crate) fn unwrap_continue(self) -> (DapHelperState, M) {
        match self {
            DapHelperTransition::Continue(state, message) => (state, message),
            _ => {
                panic!("unexpected transition: got {:?}", self);
            }
        }
    }

    pub(crate) fn unwrap_finish(self) -> (Vec<DapOutputShare>, M) {
        match self {
            DapHelperTransition::Finish(out_shares, message) => (out_shares, message),
            _ => {
                panic!("unexpected transition: got {:?}", self);
            }
        }
    }
}

// TODO Exercise all of the Prio3 variants and not just Count.
const TEST_VDAF: &VdafConfig = &VdafConfig::Prio3(Prio3Config::Count);

#[tokio::test]
async fn roundtrip_report() {
    let t = Test::new(TEST_VDAF);
    let report = t
        .vdaf
        .produce_report(
            &t.client_hpke_config_list,
            t.now,
            &t.task_id,
            DapMeasurement::U64(1),
        )
        .unwrap();

    let (leader_step, leader_share) = TEST_VDAF
        .consume_report_share(
            &t.leader_hpke_receiver_config,
            true, // is_leader
            &t.vdaf_verify_key,
            &t.task_id,
            &report.metadata,
            &report.public_share,
            &report.encrypted_input_shares[0],
        )
        .await
        .unwrap();

    let (helper_step, helper_share) = TEST_VDAF
        .consume_report_share(
            &t.helper_hpke_receiver_config,
            false, // is_leader
            &t.vdaf_verify_key,
            &t.task_id,
            &report.metadata,
            &report.public_share,
            &report.encrypted_input_shares[1],
        )
        .await
        .unwrap();

    match (leader_step, helper_step, leader_share, helper_share) {
        (
            VdafState::Prio3Field64(leader_step),
            VdafState::Prio3Field64(helper_step),
            VdafMessage::Prio3ShareField64(leader_share),
            VdafMessage::Prio3ShareField64(helper_share),
        ) => {
            let vdaf = Prio3::new_aes128_count(2).unwrap();
            let message = vdaf
                .prepare_preprocess([leader_share, helper_share])
                .unwrap();

            let leader_out_share = assert_matches!(
                vdaf.prepare_step(leader_step, message.clone()).unwrap(),
                PrepareTransition::Finish(out_share) => out_share
            );
            let leader_agg_share = vdaf.aggregate(&(), [leader_out_share]).unwrap();

            let helper_out_share = assert_matches!(
                vdaf.prepare_step(helper_step, message).unwrap(),
                PrepareTransition::Finish(out_share) => out_share
            );
            let helper_agg_share = vdaf.aggregate(&(), [helper_out_share]).unwrap();

            assert_eq!(
                vdaf.unshard(&(), vec![leader_agg_share, helper_agg_share], 1)
                    .unwrap(),
                1,
            );
        }
        _ => {
            panic!("unexpected output from leader or helper");
        }
    }
}

#[test]
fn roundtrip_report_unsupported_hpke_suite() {
    let t = Test::new(TEST_VDAF);

    // The helper's HPKE config indicates a KEM type no supported by the client.
    let unsupported_hpke_config_list = vec![
        t.client_hpke_config_list[0].clone(),
        HpkeConfig {
            id: thread_rng().gen(),
            kem_id: HpkeKemId::NotImplemented(999),
            kdf_id: HpkeKdfId::HkdfSha256,
            aead_id: HpkeAeadId::Aes128Gcm,
            public_key: b"some KEM public key".to_vec(),
        },
    ];

    let res = t.vdaf.produce_report(
        &unsupported_hpke_config_list,
        t.now,
        &t.task_id,
        DapMeasurement::U64(1),
    );
    assert_matches!(res, Err(DapError::Fatal(s)) => assert_eq!(s, "HPKE ciphersuite not implemented (999, 1, 1)"));
}

#[tokio::test]
async fn agg_init_req() {
    let mut t = Test::new(TEST_VDAF);
    let reports = t.produce_reports(vec![
        DapMeasurement::U64(1),
        DapMeasurement::U64(0),
        DapMeasurement::U64(0),
    ]);

    let (leader_state, agg_init_req) = t
        .produce_agg_init_req(reports.clone())
        .await
        .unwrap_continue();
    assert_eq!(leader_state.seq.len(), 3);
    assert_eq!(agg_init_req.task_id, t.task_id);
    assert_eq!(agg_init_req.agg_param.len(), 0);
    assert_eq!(agg_init_req.report_shares.len(), 3);
    for (report_shares, report) in agg_init_req.report_shares.iter().zip(reports.iter()) {
        assert_eq!(report_shares.metadata.id, report.metadata.id);
    }

    let (helper_state, agg_resp) = t.handle_agg_init_req(agg_init_req).await.unwrap_continue();
    assert_eq!(helper_state.seq.len(), 3);
    assert_eq!(agg_resp.transitions.len(), 3);
    for (sub, report) in agg_resp.transitions.iter().zip(reports.iter()) {
        assert_eq!(sub.report_id, report.metadata.id);
    }
}

#[tokio::test]
async fn agg_init_req_fail_hpke_decrypt_err() {
    let t = Test::new(TEST_VDAF);
    let mut reports = t.produce_reports(vec![DapMeasurement::U64(1)]);

    // Simulate HPKE decryption error of leader's report share.
    reports[0].encrypted_input_shares[0].payload[0] ^= 1;

    assert_matches!(
        t.produce_agg_init_req(reports).await,
        DapLeaderTransition::Skip
    );
}

#[tokio::test]
async fn agg_init_req_fail_hpke_decrypt_err_wrong_config_id() {
    let t = Test::new(TEST_VDAF);
    let mut reports = t.produce_reports(vec![DapMeasurement::U64(1)]);

    // Client tries to send Leader encrypted input with incorrect config ID.
    reports[0].encrypted_input_shares[0].config_id ^= 1;

    assert_matches!(
        t.produce_agg_init_req(reports).await,
        DapLeaderTransition::Skip
    );
}

#[tokio::test]
async fn agg_resp_fail_hpke_decrypt_err() {
    let mut t = Test::new(TEST_VDAF);
    let mut reports = t.produce_reports(vec![DapMeasurement::U64(1)]);

    // Simulate HPKE decryption error of helper's report share.
    reports[0].encrypted_input_shares[1].payload[0] ^= 1;

    let (_, agg_req) = t
        .produce_agg_init_req(reports.clone())
        .await
        .unwrap_continue();
    let (_, agg_resp) = t.handle_agg_init_req(agg_req).await.unwrap_continue();

    assert_eq!(agg_resp.transitions.len(), 1);
    assert_matches!(
        agg_resp.transitions[0].var,
        TransitionVar::Failed(TransitionFailure::HpkeDecryptError)
    );
}

#[tokio::test]
async fn agg_resp_fail_hpke_decrypt_err_wrong_id() {
    let mut t = Test::new(TEST_VDAF);
    let mut reports = t.produce_reports(vec![DapMeasurement::U64(1)]);

    // Client tries to send Helper encrypted input with incorrect config ID.
    reports[0].encrypted_input_shares[1].config_id ^= 1;

    let (_, agg_req) = t
        .produce_agg_init_req(reports.clone())
        .await
        .unwrap_continue();
    let (_, agg_resp) = t.handle_agg_init_req(agg_req).await.unwrap_continue();

    assert_eq!(agg_resp.transitions.len(), 1);
    assert_matches!(
        agg_resp.transitions[0].var,
        TransitionVar::Failed(TransitionFailure::HpkeUnknownConfigId)
    );
}

#[tokio::test]
async fn agg_resp_abort_transition_out_of_order() {
    let mut t = Test::new(TEST_VDAF);
    let reports = t.produce_reports(vec![DapMeasurement::U64(1), DapMeasurement::U64(1)]);
    let (leader_state, agg_init_req) = t.produce_agg_init_req(reports).await.unwrap_continue();
    let (_, mut agg_resp) = t.handle_agg_init_req(agg_init_req).await.unwrap_continue();

    // Helper sends transitions out of order.
    let tmp = agg_resp.transitions[0].clone();
    agg_resp.transitions[0] = agg_resp.transitions[1].clone();
    agg_resp.transitions[1] = tmp;

    assert_matches!(
        t.handle_agg_resp_expect_err(leader_state, agg_resp),
        DapAbort::UnrecognizedMessage
    );
}

#[tokio::test]
async fn agg_resp_abort_report_id_repeated() {
    let mut t = Test::new(TEST_VDAF);
    let reports = t.produce_reports(vec![DapMeasurement::U64(1), DapMeasurement::U64(1)]);
    let (leader_state, agg_init_req) = t.produce_agg_init_req(reports).await.unwrap_continue();
    let (_, mut agg_resp) = t.handle_agg_init_req(agg_init_req).await.unwrap_continue();

    // Helper sends a transition twice.
    let repeated_transition = agg_resp.transitions[0].clone();
    agg_resp.transitions.push(repeated_transition);

    assert_matches!(
        t.handle_agg_resp_expect_err(leader_state, agg_resp),
        DapAbort::UnrecognizedMessage
    );
}

#[tokio::test]
async fn agg_resp_abort_unrecognized_report_id() {
    let mut rng = thread_rng();
    let mut t = Test::new(TEST_VDAF);
    let reports = t.produce_reports(vec![DapMeasurement::U64(1), DapMeasurement::U64(1)]);
    let (leader_state, agg_init_req) = t.produce_agg_init_req(reports).await.unwrap_continue();
    let (_, mut agg_resp) = t.handle_agg_init_req(agg_init_req).await.unwrap_continue();

    // Helper sent a transition with an unrecognized report ID.
    agg_resp.transitions.push(Transition {
        report_id: ReportId(rng.gen()),
        var: TransitionVar::Continued(b"whatever".to_vec()),
    });

    assert_matches!(
        t.handle_agg_resp_expect_err(leader_state, agg_resp),
        DapAbort::UnrecognizedMessage
    );
}

#[tokio::test]
async fn agg_resp_abort_invalid_transition() {
    let mut t = Test::new(TEST_VDAF);
    let reports = t.produce_reports(vec![DapMeasurement::U64(1)]);
    let (leader_state, agg_init_req) = t.produce_agg_init_req(reports).await.unwrap_continue();
    let (_, mut agg_resp) = t.handle_agg_init_req(agg_init_req).await.unwrap_continue();

    // Helper sent a transition with an unrecognized report ID.
    agg_resp.transitions[0].var = TransitionVar::Finished;

    assert_matches!(
        t.handle_agg_resp_expect_err(leader_state, agg_resp),
        DapAbort::UnrecognizedMessage
    );
}

#[tokio::test]
async fn agg_cont_req() {
    let mut t = Test::new(TEST_VDAF);
    let reports = t.produce_reports(vec![
        DapMeasurement::U64(1),
        DapMeasurement::U64(1),
        DapMeasurement::U64(0),
        DapMeasurement::U64(0),
        DapMeasurement::U64(1),
    ]);
    let (leader_state, agg_init_req) = t.produce_agg_init_req(reports).await.unwrap_continue();
    let (helper_state, agg_resp) = t.handle_agg_init_req(agg_init_req).await.unwrap_continue();

    let (leader_uncommitted, agg_cont_req) = t
        .handle_agg_resp(leader_state, agg_resp)
        .unwrap_uncommitted();

    let (helper_out_shares, agg_resp) = t
        .handle_agg_cont_req(helper_state, &agg_cont_req)
        .unwrap_finish();
    assert_eq!(helper_out_shares.len(), 5);
    assert_eq!(agg_resp.transitions.len(), 5);

    let leader_out_shares = t.handle_final_agg_resp(leader_uncommitted, agg_resp);
    assert_eq!(leader_out_shares.len(), 5);
    let num_measurements = leader_out_shares.len();

    let leader_agg_share = leader_out_shares
        .into_iter()
        .map(|out_share| match out_share.data {
            VdafAggregateShare::Field64(data) => data,
            _ => panic!("unexpected aggregate share varaint"),
        })
        .reduce(|mut left, right| {
            left.merge(&right).unwrap();
            left
        })
        .unwrap();

    let helper_agg_share = helper_out_shares
        .into_iter()
        .map(|out_share| match out_share.data {
            VdafAggregateShare::Field64(data) => data,
            _ => panic!("unexpected aggregate share varaint"),
        })
        .reduce(|mut left, right| {
            left.merge(&right).unwrap();
            left
        })
        .unwrap();

    let vdaf = Prio3::new_aes128_count(2).unwrap();
    assert_eq!(
        vdaf.unshard(&(), [leader_agg_share, helper_agg_share], num_measurements,)
            .unwrap(),
        3,
    );
}

#[tokio::test]
async fn agg_cont_req_skip_vdaf_prep_error() {
    let mut t = Test::new(TEST_VDAF);
    let reports = t.produce_reports(vec![
        DapMeasurement::U64(1),
        DapMeasurement::U64(1),
        DapMeasurement::U64(1),
    ]);
    let (leader_state, agg_init_req) = t.produce_agg_init_req(reports).await.unwrap_continue();
    let (helper_state, agg_resp) = t
        .handle_agg_init_req(agg_init_req.clone())
        .await
        .unwrap_continue();

    let (_, mut agg_cont_req) = t
        .handle_agg_resp(leader_state, agg_resp)
        .unwrap_uncommitted();
    // Simulate VDAF preparation error (due to the report being invalid, say). The leader will
    // skip the report without processing it any further.
    agg_cont_req.transitions.remove(1);

    let (helper_output_shares, agg_resp) = t
        .handle_agg_cont_req(helper_state, &agg_cont_req)
        .unwrap_finish();

    assert_eq!(2, helper_output_shares.len());
    assert_eq!(2, agg_resp.transitions.len());
    assert_eq!(
        agg_resp.transitions[0].report_id,
        agg_init_req.report_shares[0].metadata.id
    );
    assert_eq!(
        agg_resp.transitions[1].report_id,
        agg_init_req.report_shares[2].metadata.id
    );
}

#[tokio::test]
async fn agg_cont_abort_unrecognized_report_id() {
    let mut rng = thread_rng();
    let mut t = Test::new(TEST_VDAF);
    let reports = t.produce_reports(vec![DapMeasurement::U64(1), DapMeasurement::U64(1)]);
    let (leader_state, agg_init_req) = t.produce_agg_init_req(reports).await.unwrap_continue();
    let (helper_state, agg_resp) = t.handle_agg_init_req(agg_init_req).await.unwrap_continue();

    let (_, mut agg_cont_req) = t
        .handle_agg_resp(leader_state, agg_resp)
        .unwrap_uncommitted();
    // Leader sends a Transition with an unrecognized report_id.
    agg_cont_req.transitions.insert(
        1,
        Transition {
            report_id: ReportId(rng.gen()),
            var: TransitionVar::Finished, // Expected transition type for Prio3 at this stage
        },
    );

    assert_matches!(
        t.handle_agg_cont_req_expect_err(helper_state, &agg_cont_req),
        DapAbort::UnrecognizedMessage
    );
}

#[tokio::test]
async fn agg_cont_req_abort_transition_out_of_order() {
    let mut t = Test::new(TEST_VDAF);
    let reports = t.produce_reports(vec![DapMeasurement::U64(1), DapMeasurement::U64(1)]);
    let (leader_state, agg_init_req) = t.produce_agg_init_req(reports).await.unwrap_continue();
    let (helper_state, agg_resp) = t.handle_agg_init_req(agg_init_req).await.unwrap_continue();

    let (_, mut agg_cont_req) = t
        .handle_agg_resp(leader_state, agg_resp)
        .unwrap_uncommitted();
    // Leader sends transitions out of order.
    let tmp = agg_cont_req.transitions[0].clone();
    agg_cont_req.transitions[0] = agg_cont_req.transitions[1].clone();
    agg_cont_req.transitions[1] = tmp;

    assert_matches!(
        t.handle_agg_cont_req_expect_err(helper_state, &agg_cont_req),
        DapAbort::UnrecognizedMessage
    );
}

#[tokio::test]
async fn agg_cont_req_abort_report_id_repeated() {
    let mut t = Test::new(TEST_VDAF);
    let reports = t.produce_reports(vec![DapMeasurement::U64(1), DapMeasurement::U64(1)]);
    let (leader_state, agg_init_req) = t.produce_agg_init_req(reports).await.unwrap_continue();
    let (helper_state, agg_resp) = t.handle_agg_init_req(agg_init_req).await.unwrap_continue();

    let (_, mut agg_cont_req) = t
        .handle_agg_resp(leader_state, agg_resp)
        .unwrap_uncommitted();
    // Leader sends a transition twice.
    let repeated_transition = agg_cont_req.transitions[0].clone();
    agg_cont_req.transitions.push(repeated_transition);

    assert_matches!(
        t.handle_agg_cont_req_expect_err(helper_state, &agg_cont_req),
        DapAbort::UnrecognizedMessage
    );
}

#[tokio::test]
async fn encrypted_agg_share() {
    let t = Test::new(TEST_VDAF);
    let leader_agg_share = DapAggregateShare {
        report_count: 50,
        checksum: [0; 32],
        data: Some(VdafAggregateShare::Field64(vec![23.into()].into())),
    };
    let helper_agg_share = DapAggregateShare {
        report_count: 50,
        checksum: [0; 32],
        data: Some(VdafAggregateShare::Field64(vec![9.into()].into())),
    };

    let batch_selector = BatchSelector::TimeInterval {
        batch_interval: Interval {
            start: 1637359200,
            duration: 7200,
        },
    };
    let leader_encrypted_agg_share =
        t.produce_leader_encrypted_agg_share(&batch_selector, &leader_agg_share);
    let helper_encrypted_agg_share =
        t.produce_helper_encrypted_agg_share(&batch_selector, &helper_agg_share);
    let agg_res = t
        .consume_encrypted_agg_shares(
            &batch_selector,
            50,
            vec![leader_encrypted_agg_share, helper_encrypted_agg_share],
        )
        .await;

    assert_eq!(agg_res, DapAggregateResult::U64(32));
}

#[tokio::test]
async fn helper_state_serialization() {
    let mut t = Test::new(TEST_VDAF);
    let reports = t.produce_reports(vec![
        DapMeasurement::U64(1),
        DapMeasurement::U64(1),
        DapMeasurement::U64(0),
        DapMeasurement::U64(0),
        DapMeasurement::U64(1),
    ]);
    let (_, agg_init_req) = t.produce_agg_init_req(reports).await.unwrap_continue();
    let (want, _) = t.handle_agg_init_req(agg_init_req).await.unwrap_continue();

    let got =
        DapHelperState::get_decoded(TEST_VDAF, &want.get_encoded(TEST_VDAF).unwrap()).unwrap();
    assert_eq!(got, want);

    assert!(DapHelperState::get_decoded(TEST_VDAF, b"invalid helper state").is_err())
}

pub(crate) struct Test<'a> {
    now: u64,
    vdaf: &'a VdafConfig,
    task_id: Id,
    agg_job_id: Id,
    vdaf_verify_key: VdafVerifyKey,
    leader_hpke_receiver_config: HpkeReceiverConfig,
    helper_hpke_receiver_config: HpkeReceiverConfig,
    early_rejects: HashMap<ReportId, TransitionFailure>,
    client_hpke_config_list: Vec<HpkeConfig>,
    collector_hpke_config: HpkeConfig,
    collector_hpke_receiver_config: HpkeReceiverConfig,
}

impl<'a> Test<'a> {
    pub(crate) fn new(vdaf: &'a VdafConfig) -> Test {
        let mut rng = thread_rng();
        let now = SystemTime::now()
            .duration_since(SystemTime::UNIX_EPOCH)
            .unwrap()
            .as_secs();
        let task_id = Id(rng.gen());
        let agg_job_id = Id(rng.gen());
        let vdaf_verify_key = vdaf.gen_verify_key();
        let leader_hpke_receiver_config =
            HpkeReceiverConfig::gen(rng.gen(), HpkeKemId::X25519HkdfSha256);
        let helper_hpke_receiver_config =
            HpkeReceiverConfig::gen(rng.gen(), HpkeKemId::X25519HkdfSha256);
        let collector_hpke_receiver_config =
            HpkeReceiverConfig::gen(rng.gen(), HpkeKemId::X25519HkdfSha256);
        let leader_hpke_config = leader_hpke_receiver_config.clone().config;
        let helper_hpke_config = helper_hpke_receiver_config.clone().config;
        let collector_hpke_config = collector_hpke_receiver_config.clone().config;

        Test {
            now,
            vdaf,
            task_id,
            agg_job_id,
            vdaf_verify_key,
            leader_hpke_receiver_config,
            helper_hpke_receiver_config,
            early_rejects: HashMap::default(),
            client_hpke_config_list: vec![leader_hpke_config, helper_hpke_config],
            collector_hpke_config,
            collector_hpke_receiver_config,
        }
    }

    fn produce_reports(&self, measurements: Vec<DapMeasurement>) -> Vec<Report> {
        let mut reports = Vec::with_capacity(measurements.len());

        for measurement in measurements.into_iter() {
            reports.push(
                self.vdaf
                    .produce_report(
                        &self.client_hpke_config_list,
                        self.now,
                        &self.task_id,
                        measurement,
                    )
                    .unwrap(),
            );
        }
        reports
    }

    async fn produce_agg_init_req(
        &self,
        reports: Vec<Report>,
    ) -> DapLeaderTransition<AggregateInitializeReq> {
        self.vdaf
            .produce_agg_init_req(
                &self.leader_hpke_receiver_config,
                &self.vdaf_verify_key,
                &self.task_id,
                &self.agg_job_id,
                &PartialBatchSelector::TimeInterval,
                reports,
            )
            .await
            .unwrap()
    }

    async fn handle_agg_init_req(
        &mut self,
        agg_init_req: AggregateInitializeReq,
    ) -> DapHelperTransition<AggregateResp> {
        let agg_resp = self
            .vdaf
            .handle_agg_init_req(
                &self.helper_hpke_receiver_config,
                &self.vdaf_verify_key,
                &agg_init_req,
            )
            .await
            .unwrap();

        for report_share in agg_init_req.report_shares {
            // Make sure the Leader doesn't try to aggregate these reports again.
            self.early_rejects.insert(
                report_share.metadata.id.clone(),
                TransitionFailure::ReportReplayed,
            );
        }

        agg_resp
    }

    fn handle_agg_resp(
        &self,
        leader_state: DapLeaderState,
        agg_resp: AggregateResp,
    ) -> DapLeaderTransition<AggregateContinueReq> {
        self.vdaf
            .handle_agg_resp(&self.task_id, &self.agg_job_id, leader_state, agg_resp)
            .unwrap()
    }

    fn handle_agg_resp_expect_err(
        &self,
        leader_state: DapLeaderState,
        agg_resp: AggregateResp,
    ) -> DapAbort {
        self.vdaf
            .handle_agg_resp(&self.task_id, &self.agg_job_id, leader_state, agg_resp)
            .err()
            .expect("handle_agg_resp() succeeded; expected failure")
    }

    fn handle_agg_cont_req(
        &self,
        helper_state: DapHelperState,
        agg_cont_req: &AggregateContinueReq,
    ) -> DapHelperTransition<AggregateResp> {
        self.vdaf
            .handle_agg_cont_req(helper_state, agg_cont_req)
            .unwrap()
    }

    fn handle_agg_cont_req_expect_err(
        &self,
        helper_state: DapHelperState,
        agg_cont_req: &AggregateContinueReq,
    ) -> DapAbort {
        self.vdaf
            .handle_agg_cont_req(helper_state, agg_cont_req)
            .err()
            .expect("handle_agg_cont_req() succeeded; expected failure")
    }

    fn handle_final_agg_resp(
        &self,
        leader_uncommitted: DapLeaderUncommitted,
        agg_resp: AggregateResp,
    ) -> Vec<DapOutputShare> {
        self.vdaf
            .handle_final_agg_resp(leader_uncommitted, agg_resp)
            .unwrap()
    }

    fn produce_leader_encrypted_agg_share(
        &self,
        batch_selector: &BatchSelector,
        agg_share: &DapAggregateShare,
    ) -> HpkeCiphertext {
        self.vdaf
            .produce_leader_encrypted_agg_share(
                &self.collector_hpke_config,
                &self.task_id,
                batch_selector,
                agg_share,
            )
            .unwrap()
    }

    fn produce_helper_encrypted_agg_share(
        &self,
        batch_selector: &BatchSelector,
        agg_share: &DapAggregateShare,
    ) -> HpkeCiphertext {
        self.vdaf
            .produce_helper_encrypted_agg_share(
                &self.collector_hpke_config,
                &self.task_id,
                batch_selector,
                agg_share,
            )
            .unwrap()
    }

    async fn consume_encrypted_agg_shares(
        &self,
        batch_selector: &BatchSelector,
        report_count: u64,
        enc_agg_shares: Vec<HpkeCiphertext>,
    ) -> DapAggregateResult {
        self.vdaf
            .consume_encrypted_agg_shares(
                &self.collector_hpke_receiver_config,
                &self.task_id,
                batch_selector,
                report_count,
                enc_agg_shares,
            )
            .await
            .unwrap()
    }

    pub(crate) async fn roundtrip(
        &mut self,
        measurements: Vec<DapMeasurement>,
    ) -> DapAggregateResult {
        let batch_selector = BatchSelector::TimeInterval {
            batch_interval: Interval {
                start: self.now,
                duration: 3600,
            },
        };

        // Clients: Shard
        let reports = self.produce_reports(measurements);

        // Aggregators: Preparation
        let (leader_state, agg_init) = self.produce_agg_init_req(reports).await.unwrap_continue();
        let (helper_state, agg_resp) = self.handle_agg_init_req(agg_init).await.unwrap_continue();
        let got = DapHelperState::get_decoded(
            &self.vdaf,
            &helper_state
                .get_encoded(&self.vdaf)
                .expect("failed to encode helper state"),
        )
        .expect("failed to decode helper state");
        assert_eq!(got, helper_state);

        let (uncommitted, agg_cont) = self
            .handle_agg_resp(leader_state, agg_resp)
            .unwrap_uncommitted();
        let (helper_out_shares, agg_resp) = self
            .handle_agg_cont_req(helper_state, &agg_cont)
            .unwrap_finish();
        let leader_out_shares = self.handle_final_agg_resp(uncommitted, agg_resp);
        let report_count = u64::try_from(leader_out_shares.len()).unwrap();

        // Leader: Aggregation
        let leader_agg_share = DapAggregateShare::try_from_out_shares(leader_out_shares).unwrap();
        let leader_encrypted_agg_share =
            self.produce_leader_encrypted_agg_share(&batch_selector, &leader_agg_share);

        // Helper: Aggregation
        let helper_agg_share = DapAggregateShare::try_from_out_shares(helper_out_shares).unwrap();
        let helper_encrypted_agg_share =
            self.produce_helper_encrypted_agg_share(&batch_selector, &helper_agg_share);

        // Collector: Unshard
        self.consume_encrypted_agg_shares(
            &batch_selector,
            report_count,
            vec![leader_encrypted_agg_share, helper_encrypted_agg_share],
        )
        .await
    }
}