FAILURE MAP
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FA-73291 / Probabilistic sketches / Open access

Cuckoo filter with partial-key relocation: lookup checks only the primary bucket · case 01

Items placed in their alternate bucket are reported absent.

Verified by executionVariant 1 · 10 checks per implementationDownload source bundle ↓JSON ↗

ROOT CAUSE

Membership inspects only i1.

VERIFIED REPAIR

Check both candidate buckets.

Unsuccessful approach: Probing i1 XOR f checks an unhashed alternate that relocation never uses.

Case contract

Input {m (power of two), max_kicks, ops} with pre-hashed 32-bit items. Fingerprint f is bits 24-31, with 0 remapped to 1 (0 marks an empty slot in packed tables). i1 = h mod m and the alternate bucket is alt(i, f) = (i XOR (f*0x5bd1e995 mod 2^32)) mod m, so it is computable from the fingerprint alone. Buckets hold 2 fingerprints. Insert tries i1, then i2, then performs up to max_kicks evictions starting at i1, swapping slot (kick mod 2); on failure the table is restored and "full" is returned. Delete removes one copy, from i1 first. Return [results, buckets].

Why this case matters

Cuckoo filters give deletable approximate membership for caches and dedup stores; relocation only works if the alternate bucket is derivable from the stored fingerprint.

1 / The failure

Exit 1
"""Failure Map reference implementation. Python standard library only."""
import json

N = 1
observations = []
def solve(x):
    m = x['m']
    maxk = x['max_kicks']
    buckets = [[] for _ in range(m)]
    def fp(h):
        f = (h >> 24) & 0xFF
        return f if f else 1
    def alt(i, f):
        return (i ^ ((f * 0x5bd1e995) & 0xFFFFFFFF)) & (m - 1)
    res = []
    for op, h in x['ops']:
        f = fp(h)
        i1 = h & (m - 1)
        i2 = alt(i1, f)
        if op == 'ins':
            if len(buckets[i1]) < 2:
                buckets[i1].append(f)
                res.append('ok')
                continue
            if len(buckets[i2]) < 2:
                buckets[i2].append(f)
                res.append('ok')
                continue
            saved = [list(bk) for bk in buckets]
            i = i1
            placed = False
            for n in range(maxk):
                slot = n % 2
                f, buckets[i][slot] = buckets[i][slot], f
                i = alt(i, f)
                if len(buckets[i]) < 2:
                    buckets[i].append(f)
                    placed = True
                    break
            if placed:
                res.append('ok')
            else:
                buckets = saved
                res.append('full')
        elif op == 'has':
            res.append(f in buckets[i1])
        else:
            if f in buckets[i1]:
                buckets[i1].remove(f)
                res.append(True)
            elif f in buckets[i2]:
                buckets[i2].remove(f)
                res.append(True)
            else:
                res.append(False)
    return [res, buckets]
def check(label, actual, expected):
    observations.append({"check": label, "actual": actual, "expected": expected, "passed": actual == expected})
cases = [[['fill 0 m=4 kicks=3',
   {'m': 4,
    'max_kicks': 3,
    'ops': [['ins', 4053727168],
            ['ins', 2090112333],
            ['ins', 4166861756],
            ['ins', 2773431433],
            ['ins', 936790768],
            ['ins', 4092435925],
            ['ins', 1926221132],
            ['ins', 2840737955],
            ['ins', 2820504097],
            ['has', 4053727168],
            ['has', 2090112333],
            ['has', 4166861756],
            ['has', 2773431433],
            ['has', 936790768],
            ['has', 4092435925],
            ['del', 2090112333],
            ['has', 2090112333],
            ['has', 1631804978]]},
   [['ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'full',
     True,
     True,
     True,
     True,
     True,
     True,
     True,
     False,
     False],
    [[241, 248], [165], [243, 114], [55, 169]]]],
  ['fill 1 m=8 kicks=4',
   {'m': 8,
    'max_kicks': 4,
    'ops': [['ins', 4049152218],
            ['ins', 4119180372],
            ['ins', 4174459859],
            ['ins', 3472142201],
            ['ins', 2787193319],
            ['ins', 2868232378],
            ['ins', 1273646965],
            ['ins', 169222886],
            ['ins', 2977310459],
            ['ins', 1284001336],
            ['ins', 493096980],
            ['ins', 2962394317],
            ['ins', 3792145538],
            ['ins', 817217868],
            ['ins', 1471274732],
            ['ins', 3039844410],
            ['has', 4049152218],
            ['has', 4119180372],
            ['has', 4174459859],
            ['has', 3472142201],
            ['has', 2787193319],
            ['has', 2868232378],
            ['del', 4119180372],
            ['has', 4119180372],
            ['has', 2619116454]]},
   [['ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'full',
     'ok',
     'full',
     True,
     True,
     True,
     True,
     True,
     True,
     True,
     False,
     False],
    [[76, 226], [206], [241, 170], [248, 177], [29], [75, 176], [10], [166, 87]]]],
  ['fill 2 m=4 kicks=2',
   {'m': 4,
    'max_kicks': 2,
    'ops': [['ins', 1057150321],
            ['ins', 249819674],
            ['ins', 2073545798],
            ['ins', 263027109],
            ['ins', 2756491437],
            ['ins', 3951341878],
            ['ins', 1961187033],
            ['ins', 1539010652],
            ['ins', 3788730431],
            ['ins', 581588937],
            ['has', 1057150321],
            ['has', 249819674],
            ['has', 2073545798],
            ['has', 263027109],
            ['has', 2756491437],
            ['has', 3951341878],
            ['del', 249819674],
            ['has', 249819674],
            ['has', 2428817573]]},
   [['ok',
     'ok',
     'ok',
     'ok',
     'full',
     'ok',
     'full',
     'ok',
     'ok',
     'ok',
     True,
     True,
     True,
     True,
     False,
     True,
     True,
     False,
     False],
    [[91], [63, 15], [235, 123], [225, 34]]]],
  ['fill 3 m=8 kicks=6',
   {'m': 8,
    'max_kicks': 6,
    'ops': [['ins', 3789782486],
            ['ins', 313437937],
            ['ins', 1269036109],
            ['ins', 3831223018],
            ['ins', 3169414613],
            ['ins', 352655826],
            ['ins', 1455663028],
            ['ins', 3861257430],
            ['ins', 2012308387],
            ['ins', 3682187405],
            ['ins', 4144766613],
            ['ins', 1226905701],
            ['ins', 1648098192],
            ['ins', 2311553967],
            ['ins', 1205192322],
            ['ins', 1075026296],
            ['ins', 3523968378],
            ['ins', 620420201],
            ['has', 3789782486],
            ['has', 313437937],
            ['has', 1269036109],
            ['has', 3831223018],
            ['has', 3169414613],
            ['has', 352655826],
            ['del', 313437937],
            ['has', 313437937],
            ['has', 1988851048]]},
   [['ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'full',
     'ok',
     'ok',
     'full',
     'full',
     'full',
     True,
     True,
     True,
     True,
     True,
     True,
     True,
     False,
     False],
    [[230, 73], [71], [228, 219], [119, 21], [86], [75, 188], [225, 247], [137]]]],
  ['zero fingerprint byte',
   {'m': 4, 'max_kicks': 3, 'ops': [['ins', 6], ['has', 6], ['ins', 16777222], ['has', 16777222]]},
   [['ok', True, 'ok', True], [[], [], [1, 1], []]]],
  ['triple insert then delete',
   {'m': 4,
    'max_kicks': 3,
    'ops': [['ins', 1023410179],
            ['ins', 1023410179],
            ['ins', 1023410179],
            ['del', 1023410179],
            ['has', 1023410179]]},
   [['ok', 'ok', 'ok', True, True], [[], [], [61], [61]]]],
  ['alternate bucket placement',
   {'m': 8,
    'max_kicks': 2,
    'ops': [['ins', 553648131], ['ins', 620756995], ['ins', 620756995], ['has', 620756995]]},
   [['ok', 'ok', 'ok', True], [[], [], [37], [33, 37], [], [], [], []]]],
  ['insert needs full kick budget',
   {'m': 4,
    'max_kicks': 4,
    'ops': [['ins', 2427847248],
            ['ins', 1880610265],
            ['ins', 1587388028],
            ['ins', 1622648335],
            ['ins', 836275908],
            ['ins', 2015902217],
            ['ins', 2680590424],
            ['has', 2680590424]]},
   [['ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'ok', True], [[49, 144], [120, 112], [94], [96, 159]]]],
  ['insert rejected at kick budget',
   {'m': 4,
    'max_kicks': 1,
    'ops': [['ins', 2378664753],
            ['ins', 333538489],
            ['ins', 1381905127],
            ['ins', 3798994753],
            ['ins', 3675580320],
            ['ins', 383347823],
            ['ins', 4040964303],
            ['ins', 499293357],
            ['ins', 545063865],
            ['has', 545063865]]},
   [['ok', 'ok', 'ok', 'ok', 'ok', 'full', 'full', 'ok', 'full', False],
    [[219, 29], [141, 19], [], [82, 226]]]],
  ['one-bucket pressure',
   {'m': 2,
    'max_kicks': 2,
    'ops': [['ins', 285212673],
            ['ins', 570425345],
            ['ins', 855638017],
            ['ins', 1140850689],
            ['ins', 1426063361],
            ['ins', 1711276033],
            ['has', 285212673],
            ['has', 1711276033]]},
   [['ok', 'ok', 'ok', 'ok', 'full', 'full', True, False], [[51, 17], [68, 34]]]]],
 [['fill 0 m=4 kicks=3',
   {'m': 4,
    'max_kicks': 3,
    'ops': [['ins', 732265847],
            ['ins', 1810542448],
            ['ins', 1958173573],
            ['ins', 1539460854],
            ['ins', 2114796178],
            ['ins', 3545636457],
            ['ins', 4135382597],
            ['ins', 3892817675],
            ['ins', 438016941],
            ['has', 732265847],
            ['has', 1810542448],
            ['has', 1958173573],
            ['has', 1539460854],
            ['has', 2114796178],
            ['has', 3545636457],
            ['del', 1810542448],
            ['has', 1810542448],
            ['has', 2049146592]]},
   [['ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'full',
     True,
     True,
     True,
     True,
     True,
     True,
     True,
     False,
     False],
    [[43], [116, 211], [91, 126], [232, 246]]]],
  ['fill 1 m=8 kicks=4',
   {'m': 8,
    'max_kicks': 4,
    'ops': [['ins', 344496995],
            ['ins', 1850418827],
            ['ins', 3897751000],
            ['ins', 3463570078],
            ['ins', 1162402666],
            ['ins', 1898656778],
            ['ins', 383968521],
            ['ins', 2007988446],
            ['ins', 281781798],
            ['ins', 871214629],
            ['ins', 806266810],
            ['ins', 3429544281],
            ['ins', 2010328261],
            ['ins', 455238739],
            ['ins', 1620563447],
            ['ins', 719915703],
            ['has', 344496995],
            ['has', 1850418827],
            ['has', 3897751000],
            ['has', 3463570078],
            ['has', 1162402666],
            ['has', 1898656778],
            ['del', 1850418827],
            ['has', 1850418827],
            ['has', 3035418391]]},
   [['ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'full',
     True,
     True,
     True,
     True,
     True,
     True,
     True,
     False,
     False],
    [[232, 206], [22, 204], [48, 51], [20, 69], [27], [119], [16, 119], [113, 96]]]],
  ['fill 2 m=4 kicks=2',
   {'m': 4,
    'max_kicks': 2,
    'ops': [['ins', 766617118],
            ['ins', 877620278],
            ['ins', 4275105416],
            ['ins', 1303245290],
            ['ins', 3451862689],
            ['ins', 2637149561],
            ['ins', 3479941498],
            ['ins', 2044492405],
            ['ins', 2944051255],
            ['ins', 2216655256],
            ['has', 766617118],
            ['has', 877620278],
            ['has', 4275105416],
            ['has', 1303245290],
            ['has', 3451862689],
            ['has', 2637149561],
            ['del', 877620278],
            ['has', 877620278],
            ['has', 2759628967]]},
   [['ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'full',
     'full',
     True,
     True,
     True,
     True,
     True,
     True,
     True,
     False,
     False],
    [[254, 121], [205, 157], [207], [77, 45]]]],
  ['fill 3 m=8 kicks=6',
   {'m': 8,
    'max_kicks': 6,
    'ops': [['ins', 639277804],
            ['ins', 2134252242],
            ['ins', 564247903],
            ['ins', 3252176342],
            ['ins', 2887268535],
            ['ins', 3809114112],
            ['ins', 843347271],
            ['ins', 3790659506],
            ['ins', 3547675276],
            ['ins', 738614994],
            ['ins', 861586606],
            ['ins', 3332826411],
            ['ins', 1292373985],
            ['ins', 2781861741],
            ['ins', 3516548937],
            ['ins', 51826789],
            ['ins', 2496943570],
            ['ins', 1160646918],
            ['has', 639277804],
            ['has', 2134252242],
            ['has', 564247903],
            ['has', 3252176342],
            ['has', 2887268535],
            ['has', 3809114112],
            ['del', 2134252242],
            ['has', 2134252242],
            ['has', 935263858]]},
   [['ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'full',
     'full',
     True,
     True,
     True,
     True,
     True,
     True,
     True,
     False,
     False],
    [[227, 77], [209], [44, 225], [198, 172], [38, 211], [3, 165], [193, 51], [33, 50]]]],
  ['zero fingerprint byte',
   {'m': 4, 'max_kicks': 3, 'ops': [['ins', 7], ['has', 7], ['ins', 16777223], ['has', 16777223]]},
   [['ok', True, 'ok', True], [[], [], [], [1, 1]]]],
  ['triple insert then delete',
   {'m': 4,
    'max_kicks': 3,
    'ops': [['ins', 1023410178],
            ['ins', 1023410178],
            ['ins', 1023410178],
            ['del', 1023410178],
            ['has', 1023410178]]},
   [['ok', 'ok', 'ok', True, True], [[], [], [61], [61]]]],
  ['alternate bucket placement',
   {'m': 8,
    'max_kicks': 2,
    'ops': [['ins', 553648131], ['ins', 620756995], ['ins', 654311427], ['has', 654311427]]},
   [['ok', 'ok', 'ok', True], [[39], [], [], [33, 37], [], [], [], []]]],
  ['insert needs full kick budget',
   {'m': 4,
    'max_kicks': 2,
    'ops': [['ins', 1091792544],
            ['ins', 3159258982],
            ['ins', 6655988],
            ['ins', 3780476686],
            ['ins', 3221151820],
            ['ins', 1354260753],
            ['ins', 3503243708],
            ['ins', 2855214902],
            ['has', 2855214902]]},
   [['ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'ok', True],
    [[208, 1], [80, 65], [170, 188], [191, 225]]]],
  ['insert rejected at kick budget',
   {'m': 4,
    'max_kicks': 2,
    'ops': [['ins', 2820483633],
            ['ins', 2026478793],
            ['ins', 3254196126],
            ['ins', 1946366892],
            ['ins', 1094111634],
            ['ins', 2388744848],
            ['ins', 2389839112],
            ['ins', 515044471],
            ['ins', 53530770],
            ['has', 53530770]]},
   [['ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'full', 'ok', 'ok', True],
    [[116, 142], [168, 120], [3, 65], [30, 193]]]],
  ['one-bucket pressure',
   {'m': 2,
    'max_kicks': 3,
    'ops': [['ins', 285212673],
            ['ins', 570425345],
            ['ins', 855638017],
            ['ins', 1140850689],
            ['ins', 1426063361],
            ['ins', 1711276033],
            ['has', 285212673],
            ['has', 1711276033]]},
   [['ok', 'ok', 'ok', 'ok', 'full', 'full', True, False], [[51, 17], [68, 34]]]]],
 [['fill 0 m=4 kicks=3',
   {'m': 4,
    'max_kicks': 3,
    'ops': [['ins', 1777236018],
            ['ins', 1670145830],
            ['ins', 1941989665],
            ['ins', 815435462],
            ['ins', 223861203],
            ['ins', 2013373959],
            ['ins', 2361849580],
            ['ins', 590950523],
            ['ins', 4250565577],
            ['has', 1777236018],
            ['has', 1670145830],
            ['has', 1941989665],
            ['has', 815435462],
            ['has', 223861203],
            ['has', 2013373959],
            ['del', 1670145830],
            ['has', 1670145830],
            ['has', 3153783919]]},
   [['ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'full',
     True,
     True,
     True,
     True,
     True,
     True,
     True,
     False,
     False],
    [[140, 35], [115], [48, 105], [120, 13]]]],
  ['fill 1 m=8 kicks=4',
   {'m': 8,
    'max_kicks': 4,
    'ops': [['ins', 3783348771],
            ['ins', 778649113],
            ['ins', 2658092326],
            ['ins', 3280724357],
            ['ins', 509673299],
            ['ins', 4192536040],
            ['ins', 3556431545],
            ['ins', 808068520],
            ['ins', 4124021509],
            ['ins', 1279264443],
            ['ins', 319971617],
            ['ins', 3929937397],
            ['ins', 3553621260],
            ['ins', 3193883894],
            ['ins', 1614892168],
            ['ins', 2819704474],
            ['has', 3783348771],
            ['has', 778649113],
            ['has', 2658092326],
            ['has', 3280724357],
            ['has', 509673299],
            ['has', 4192536040],
            ['del', 778649113],
            ['has', 778649113],
            ['has', 20192387]]},
   [['ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'full',
     'ok',
     True,
     True,
     True,
     True,
     True,
     True,
     True,
     False,
     False],
    [[48, 158], [211], [168], [225, 30], [211, 245], [195, 249], [190, 19], [76, 234]]]],
  ['fill 2 m=4 kicks=2',
   {'m': 4,
    'max_kicks': 2,
    'ops': [['ins', 1242447109],
            ['ins', 57101625],
            ['ins', 1717012336],
            ['ins', 2477213626],
            ['ins', 81213852],
            ['ins', 171443414],
            ['ins', 1652493013],
            ['ins', 683056220],
            ['ins', 434760181],
            ['ins', 4153897861],
            ['has', 1242447109],
            ['has', 57101625],
            ['has', 1717012336],
            ['has', 2477213626],
            ['has', 81213852],
            ['has', 171443414],
            ['del', 57101625],
            ['has', 57101625],
            ['has', 3654960159]]},
   [['ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'full',
     'ok',
     'full',
     True,
     True,
     True,
     True,
     True,
     True,
     True,
     False,
     False],
    [[102, 4], [25], [147, 10], [98, 74]]]],
  ['fill 3 m=8 kicks=6',
   {'m': 8,
    'max_kicks': 6,
    'ops': [['ins', 2236733609],
            ['ins', 3939410963],
            ['ins', 2724510957],
            ['ins', 1062065107],
            ['ins', 2304609820],
            ['ins', 616512379],
            ['ins', 3185211465],
            ['ins', 2149931096],
            ['ins', 1360730688],
            ['ins', 1166229974],
            ['ins', 563851633],
            ['ins', 1282711990],
            ['ins', 3774149403],
            ['ins', 1784829478],
            ['ins', 517992672],
            ['ins', 2318531676],
            ['ins', 723049147],
            ['ins', 1310520849],
            ['has', 2236733609],
            ['has', 3939410963],
            ['has', 2724510957],
            ['has', 1062065107],
            ['has', 2304609820],
            ['has', 616512379],
            ['del', 3939410963],
            ['has', 3939410963],
            ['has', 487237028]]},
   [['ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'full',
     'full',
     'full',
     True,
     True,
     True,
     True,
     True,
     True,
     True,
     False,
     False],
    [[63, 128], [133, 189], [76], [224], [137, 33], [162, 81], [106, 30], [36, 69]]]],
  ['zero fingerprint byte',
   {'m': 4, 'max_kicks': 3, 'ops': [['ins', 8], ['has', 8], ['ins', 16777224], ['has', 16777224]]},
   [['ok', True, 'ok', True], [[1, 1], [], [], []]]],
  ['triple insert then delete',
   {'m': 4,
    'max_kicks': 3,
    'ops': [['ins', 1023410179],
            ['ins', 1023410179],
            ['ins', 1023410179],
            ['del', 1023410179],
            ['has', 1023410179]]},
   [['ok', 'ok', 'ok', True, True], [[], [], [61], [61]]]],
  ['alternate bucket placement',
   {'m': 8,
    'max_kicks': 2,
    'ops': [['ins', 553648131], ['ins', 620756995], ['ins', 687865859], ['has', 687865859]]},
   [['ok', 'ok', 'ok', True], [[], [], [], [33, 37], [], [], [41], []]]],
  ['insert needs full kick budget',
   {'m': 4,
    'max_kicks': 4,
    'ops': [['ins', 1386070799],
            ['ins', 3104973709],
            ['ins', 2606612743],
            ['ins', 2328394719],
            ['ins', 4161737019],
            ['ins', 11222],
            ['ins', 283246673],
            ['ins', 3932342861],
            ['ins', 1826216374],
            ['has', 1826216374]]},
   [['ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'full', 'ok', True],
    [[155, 185], [16, 82], [1, 108], [138, 248]]]],
  ['insert rejected at kick budget',
   {'m': 4,
    'max_kicks': 1,
    'ops': [['ins', 1688258414],
            ['ins', 1587554040],
            ['ins', 452842125],
            ['ins', 2408027354],
            ['ins', 4039342963],
            ['ins', 3256509956],
            ['ins', 2220059300],
            ['has', 2220059300]]},
   [['ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'full', False], [[94, 194], [26], [100, 143], [240]]]],
  ['one-bucket pressure',
   {'m': 2,
    'max_kicks': 1,
    'ops': [['ins', 285212673],
            ['ins', 570425345],
            ['ins', 855638017],
            ['ins', 1140850689],
            ['ins', 1426063361],
            ['ins', 1711276033],
            ['has', 285212673],
            ['has', 1711276033]]},
   [['ok', 'ok', 'ok', 'ok', 'full', 'full', True, False], [[51, 17], [68, 34]]]]],
 [['fill 0 m=4 kicks=3',
   {'m': 4,
    'max_kicks': 3,
    'ops': [['ins', 2508887774],
            ['ins', 3876506741],
            ['ins', 2397794896],
            ['ins', 521281616],
            ['ins', 1454258696],
            ['ins', 2418086625],
            ['ins', 1770269695],
            ['ins', 3954805098],
            ['ins', 334587253],
            ['has', 2508887774],
            ['has', 3876506741],
            ['has', 2397794896],
            ['has', 521281616],
            ['has', 1454258696],
            ['has', 2418086625],
            ['del', 3876506741],
            ['has', 3876506741],
            ['has', 1410375853]]},
   [['ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'full',
     True,
     True,
     True,
     True,
     True,
     True,
     True,
     False,
     False],
    [[142, 31], [144], [235, 86], [105, 149]]]],
  ['fill 1 m=8 kicks=4',
   {'m': 8,
    'max_kicks': 4,
    'ops': [['ins', 3626487179],
            ['ins', 1981200738],
            ['ins', 3299150810],
            ['ins', 879079952],
            ['ins', 569019066],
            ['ins', 1345246527],
            ['ins', 1279738884],
            ['ins', 329365259],
            ['ins', 3365708295],
            ['ins', 796732648],
            ['ins', 4104718778],
            ['ins', 2034888840],
            ['ins', 2274417079],
            ['ins', 3665801012],
            ['ins', 3713680567],
            ['ins', 3857873293],
            ['has', 3626487179],
            ['has', 1981200738],
            ['has', 3299150810],
            ['has', 879079952],
            ['has', 569019066],
            ['has', 1345246527],
            ['del', 1981200738],
            ['has', 1981200738],
            ['has', 3276243551]]},
   [['ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'full',
     'full',
     'ok',
     True,
     True,
     True,
     True,
     True,
     True,
     True,
     False,
     False],
    [[52, 47], [], [33], [216, 19], [76, 135], [121, 229], [196, 244], [200, 80]]]],
  ['fill 2 m=4 kicks=2',
   {'m': 4,
    'max_kicks': 2,
    'ops': [['ins', 3383446702],
            ['ins', 3102517778],
            ['ins', 551288533],
            ['ins', 427253337],
            ['ins', 630972810],
            ['ins', 261755786],
            ['ins', 2659101998],
            ['ins', 4089137114],
            ['ins', 619206018],
            ['ins', 827057174],
            ['has', 3383446702],
            ['has', 3102517778],
            ['has', 551288533],
            ['has', 427253337],
            ['has', 630972810],
            ['has', 261755786],
            ['del', 3102517778],
            ['has', 3102517778],
            ['has', 3884327477]]},
   [['ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'full',
     'full',
     True,
     True,
     True,
     True,
     True,
     True,
     True,
     False,
     False],
    [[158, 25], [32, 15], [243], [37, 201]]]],
  ['fill 3 m=8 kicks=6',
   {'m': 8,
    'max_kicks': 6,
    'ops': [['ins', 576117675],
            ['ins', 3591995004],
            ['ins', 857862156],
            ['ins', 1433687209],
            ['ins', 301617113],
            ['ins', 3539330867],
            ['ins', 4152333277],
            ['ins', 1466665443],
            ['ins', 1161213858],
            ['ins', 2858962672],
            ['ins', 541647563],
            ['ins', 3757975831],
            ['ins', 3381058760],
            ['ins', 2650519778],
            ['ins', 1327108968],
            ['ins', 718689777],
            ['ins', 2171645977],
            ['ins', 1707898975],
            ['has', 576117675],
            ['has', 3591995004],
            ['has', 857862156],
            ['has', 1433687209],
            ['has', 301617113],
            ['has', 3539330867],
            ['del', 3591995004],
            ['has', 3591995004],
            ['has', 1355596815]]},
   [['ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'full',
     'full',
     'full',
     'full',
     'ok',
     True,
     True,
     True,
     True,
     True,
     True,
     True,
     False,
     False],
    [[87, 170], [85, 34], [69], [32, 210], [17, 51], [247, 201], [], [223, 101]]]],
  ['zero fingerprint byte',
   {'m': 4, 'max_kicks': 3, 'ops': [['ins', 9], ['has', 9], ['ins', 16777225], ['has', 16777225]]},
   [['ok', True, 'ok', True], [[], [1, 1], [], []]]],
  ['triple insert then delete',
   {'m': 4,
    'max_kicks': 3,
    'ops': [['ins', 1023410178],
            ['ins', 1023410178],
            ['ins', 1023410178],
            ['del', 1023410178],
            ['has', 1023410178]]},
   [['ok', 'ok', 'ok', True, True], [[], [], [61], [61]]]],
  ['alternate bucket placement',
   {'m': 8,
    'max_kicks': 2,
    'ops': [['ins', 553648131], ['ins', 620756995], ['ins', 721420291], ['has', 721420291]]},
   [['ok', 'ok', 'ok', True], [[], [], [], [33, 37], [43], [], [], []]]],
  ['insert needs full kick budget',
   {'m': 4,
    'max_kicks': 2,
    'ops': [['ins', 3532591849],
            ['ins', 3312616903],
            ['ins', 927288817],
            ['ins', 436703699],
            ['ins', 3535596479],
            ['ins', 271263656],
            ['ins', 1018485099],
            ['ins', 1318602685],
            ['ins', 3734357799],
            ['has', 3734357799]]},
   [['ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'full', 'full', False],
    [[16], [210, 210], [197, 55], [60, 26]]]],
  ['insert rejected at kick budget',
   {'m': 4,
    'max_kicks': 1,
    'ops': [['ins', 3928427799],
            ['ins', 841794179],
            ['ins', 4137117381],
            ['ins', 2214111069],
            ['ins', 74342131],
            ['ins', 2542867317],
            ['ins', 3143370314],
            ['has', 3143370314]]},
   [['ok', 'ok', 'ok', 'ok', 'full', 'ok', 'ok', True], [[], [246, 131], [151, 187], [234, 50]]]],
  ['one-bucket pressure',
   {'m': 2,
    'max_kicks': 2,
    'ops': [['ins', 285212673],
            ['ins', 570425345],
            ['ins', 855638017],
            ['ins', 1140850689],
            ['ins', 1426063361],
            ['ins', 1711276033],
            ['has', 285212673],
            ['has', 1711276033]]},
   [['ok', 'ok', 'ok', 'ok', 'full', 'full', True, False], [[51, 17], [68, 34]]]]],
 [['fill 0 m=4 kicks=3',
   {'m': 4,
    'max_kicks': 3,
    'ops': [['ins', 754608121],
            ['ins', 1960208437],
            ['ins', 3951175178],
            ['ins', 1064988886],
            ['ins', 3939298075],
            ['ins', 1095070989],
            ['ins', 1643589898],
            ['ins', 3693486421],
            ['ins', 2812500932],
            ['has', 754608121],
            ['has', 1960208437],
            ['has', 3951175178],
            ['has', 1064988886],
            ['has', 3939298075],
            ['has', 1095070989],
            ['del', 1960208437],
            ['has', 1960208437],
            ['has', 584649671]]},
   [['ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'full',
     'ok',
     True,
     True,
     True,
     True,
     True,
     True,
     True,
     False,
     False],
    [[65, 167], [44], [235, 63], [234, 97]]]],
  ['fill 1 m=8 kicks=4',
   {'m': 8,
    'max_kicks': 4,
    'ops': [['ins', 224567547],
            ['ins', 2432915099],
            ['ins', 2215905994],
            ['ins', 671185022],
            ['ins', 3716804100],
            ['ins', 601285828],
            ['ins', 12858679],
            ['ins', 3759422002],
            ['ins', 3853628108],
            ['ins', 2271239656],
            ['ins', 3456356083],
            ['ins', 2687261260],
            ['ins', 3878729198],
            ['ins', 3979473486],
            ['ins', 4034375652],
            ['ins', 1046284924],
            ['has', 224567547],
            ['has', 2432915099],
            ['has', 2215905994],
            ['has', 671185022],
            ['has', 3716804100],
            ['has', 601285828],
            ['del', 2432915099],
            ['has', 2432915099],
            ['has', 1720764829]]},
   [['ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'full',
     'ok',
     'ok',
     'full',
     'full',
     True,
     True,
     True,
     True,
     True,
     True,
     True,
     False,
     False],
    [[135], [], [132, 224], [13], [221, 35], [229, 206], [40, 231], [1, 237]]]],
  ['fill 2 m=4 kicks=2',
   {'m': 4,
    'max_kicks': 2,
    'ops': [['ins', 1632830720],
            ['ins', 1469336575],
            ['ins', 352685739],
            ['ins', 384400481],
            ['ins', 208997603],
            ['ins', 2690591441],
            ['ins', 2236537193],
            ['ins', 3295284666],
            ['ins', 284313747],
            ['ins', 324373489],
            ['has', 1632830720],
            ['has', 1469336575],
            ['has', 352685739],
            ['has', 384400481],
            ['has', 208997603],
            ['has', 2690591441],
            ['del', 1469336575],
            ['has', 1469336575],
            ['has', 528732436]]},
   [['ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'full',
     'full',
     True,
     True,
     True,
     True,
     True,
     True,
     True,
     False,
     False],
    [[97], [133, 160], [21, 196], [12, 22]]]],
  ['fill 3 m=8 kicks=6',
   {'m': 8,
    'max_kicks': 6,
    'ops': [['ins', 1644275844],
            ['ins', 2900757313],
            ['ins', 2988486797],
            ['ins', 179906599],
            ['ins', 287880722],
            ['ins', 171405751],
            ['ins', 3525701444],
            ['ins', 4108271424],
            ['ins', 137937707],
            ['ins', 292658010],
            ['ins', 248385554],
            ['ins', 4191124304],
            ['ins', 2126259745],
            ['ins', 1346195861],
            ['ins', 3499831342],
            ['ins', 3344096474],
            ['ins', 3832504526],
            ['ins', 1756343263],
            ['has', 1644275844],
            ['has', 2900757313],
            ['has', 2988486797],
            ['has', 179906599],
            ['has', 287880722],
            ['has', 171405751],
            ['del', 2900757313],
            ['has', 2900757313],
            ['has', 1733874548]]},
   [['ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'full',
     'full',
     'full',
     True,
     True,
     True,
     True,
     True,
     True,
     True,
     False,
     False],
    [[244, 249], [126], [17, 17], [8], [98, 14], [80, 10], [210, 208], [10, 178]]]],
  ['zero fingerprint byte',
   {'m': 4,
    'max_kicks': 3,
    'ops': [['ins', 10], ['has', 10], ['ins', 16777226], ['has', 16777226]]},
   [['ok', True, 'ok', True], [[], [], [1, 1], []]]],
  ['triple insert then delete',
   {'m': 4,
    'max_kicks': 3,
    'ops': [['ins', 1023410179],
            ['ins', 1023410179],
            ['ins', 1023410179],
            ['del', 1023410179],
            ['has', 1023410179]]},
   [['ok', 'ok', 'ok', True, True], [[], [], [61], [61]]]],
  ['alternate bucket placement',
   {'m': 8,
    'max_kicks': 2,
    'ops': [['ins', 553648131], ['ins', 620756995], ['ins', 754974723], ['has', 754974723]]},
   [['ok', 'ok', 'ok', True], [[], [], [45], [33, 37], [], [], [], []]]],
  ['insert needs full kick budget',
   {'m': 4,
    'max_kicks': 2,
    'ops': [['ins', 348667353],
            ['ins', 1470437433],
            ['ins', 2596314351],
            ['ins', 3605354277],
            ['ins', 2183123397],
            ['ins', 2831721252],
            ['ins', 3982916143],
            ['ins', 1159395843],
            ['has', 1159395843]]},
   [['ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'full', False],
    [[168], [130, 20], [87, 237], [154, 214]]]],
  ['insert rejected at kick budget',
   {'m': 4,
    'max_kicks': 2,
    'ops': [['ins', 3777452496],
            ['ins', 4168010152],
            ['ins', 1415993158],
            ['ins', 2835527604],
            ['ins', 2455083042],
            ['ins', 1654735134],
            ['ins', 2169901690],
            ['ins', 1437706628],
            ['has', 1437706628]]},
   [['ok', 'ok', 'ok', 'ok', 'ok', 'full', 'ok', 'ok', True],
    [[225, 248], [169, 85], [84, 146], [129]]]],
  ['one-bucket pressure',
   {'m': 2,
    'max_kicks': 3,
    'ops': [['ins', 285212673],
            ['ins', 570425345],
            ['ins', 855638017],
            ['ins', 1140850689],
            ['ins', 1426063361],
            ['ins', 1711276033],
            ['has', 285212673],
            ['has', 1711276033]]},
   [['ok', 'ok', 'ok', 'ok', 'full', 'full', True, False], [[51, 17], [68, 34]]]]]]
for label, args, expected in cases[N - 1]:
    check(label, solve(args), expected)
print(json.dumps({"observations": observations, "passed": all(x["passed"] for x in observations)}, ensure_ascii=False))
raise SystemExit(0 if all(x["passed"] for x in observations) else 1)
Boundary fixtureActualExpectedOutcome
fill 0 m=4 kicks=3[['ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'full', True, True, True, True, False, False, True, False, False], [[241, 248], [165], [243, 114], [55, 169]]][['ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'full', True, True, True, True, True, True, True, False, False], [[241, 248], [165], [243, 114], [55, 169]]]Failed
fill 1 m=8 kicks=4[['ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'full', 'ok', 'full', True, True, True, True, True, True, True, False, False], [[76, 226], [206], [241, 170], [248, 177], [29], [75, 176], [10], [166, 87]]][['ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'full', 'ok', 'full', True, True, True, True, True, True, True, False, False], [[76, 226], [206], [241, 170], [248, 177], [29], [75, 176], [10], [166, 87]]]Passed
fill 2 m=4 kicks=2[['ok', 'ok', 'ok', 'ok', 'full', 'ok', 'full', 'ok', 'ok', 'ok', True, False, True, True, False, True, True, False, False], [[91], [63, 15], [235, 123], [225, 34]]][['ok', 'ok', 'ok', 'ok', 'full', 'ok', 'full', 'ok', 'ok', 'ok', True, True, True, True, False, True, True, False, False], [[91], [63, 15], [235, 123], [225, 34]]]Failed
fill 3 m=8 kicks=6[['ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'full', 'ok', 'ok', 'full', 'full', 'full', True, True, True, True, True, False, True, False, False], [[230, 73], [71], [228, 219], [119, 21], [86], [75, 188], [225, 247], [137]]][['ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'full', 'ok', 'ok', 'full', 'full', 'full', True, True, True, True, True, True, True, False, False], [[230, 73], [71], [228, 219], [119, 21], [86], [75, 188], [225, 247], [137]]]Failed
zero fingerprint byte[['ok', True, 'ok', True], [[], [], [1, 1], []]][['ok', True, 'ok', True], [[], [], [1, 1], []]]Passed
triple insert then delete[['ok', 'ok', 'ok', True, True], [[], [], [61], [61]]][['ok', 'ok', 'ok', True, True], [[], [], [61], [61]]]Passed
alternate bucket placement[['ok', 'ok', 'ok', True], [[], [], [37], [33, 37], [], [], [], []]][['ok', 'ok', 'ok', True], [[], [], [37], [33, 37], [], [], [], []]]Passed
insert needs full kick budget[['ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'ok', False], [[49, 144], [120, 112], [94], [96, 159]]][['ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'ok', True], [[49, 144], [120, 112], [94], [96, 159]]]Failed
insert rejected at kick budget[['ok', 'ok', 'ok', 'ok', 'ok', 'full', 'full', 'ok', 'full', False], [[219, 29], [141, 19], [], [82, 226]]][['ok', 'ok', 'ok', 'ok', 'ok', 'full', 'full', 'ok', 'full', False], [[219, 29], [141, 19], [], [82, 226]]]Passed
one-bucket pressure[['ok', 'ok', 'ok', 'ok', 'full', 'full', False, False], [[51, 17], [68, 34]]][['ok', 'ok', 'ok', 'ok', 'full', 'full', True, False], [[51, 17], [68, 34]]]Failed

SHA-256 / 2c0a0b35cf6cc8b234bcd95db0270dab6c8fc4df99715d487d7d5063213c30a9

2 / The unsuccessful fix

Exit 1
"""Failure Map reference implementation. Python standard library only."""
import json

N = 1
observations = []
def solve(x):
    m = x['m']
    maxk = x['max_kicks']
    buckets = [[] for _ in range(m)]
    def fp(h):
        f = (h >> 24) & 0xFF
        return f if f else 1
    def alt(i, f):
        return (i ^ ((f * 0x5bd1e995) & 0xFFFFFFFF)) & (m - 1)
    res = []
    for op, h in x['ops']:
        f = fp(h)
        i1 = h & (m - 1)
        i2 = alt(i1, f)
        if op == 'ins':
            if len(buckets[i1]) < 2:
                buckets[i1].append(f)
                res.append('ok')
                continue
            if len(buckets[i2]) < 2:
                buckets[i2].append(f)
                res.append('ok')
                continue
            saved = [list(bk) for bk in buckets]
            i = i1
            placed = False
            for n in range(maxk):
                slot = n % 2
                f, buckets[i][slot] = buckets[i][slot], f
                i = alt(i, f)
                if len(buckets[i]) < 2:
                    buckets[i].append(f)
                    placed = True
                    break
            if placed:
                res.append('ok')
            else:
                buckets = saved
                res.append('full')
        elif op == 'has':
            res.append(f in buckets[i1] or f in buckets[(i1 ^ f) & (m - 1)])
        else:
            if f in buckets[i1]:
                buckets[i1].remove(f)
                res.append(True)
            elif f in buckets[i2]:
                buckets[i2].remove(f)
                res.append(True)
            else:
                res.append(False)
    return [res, buckets]
def check(label, actual, expected):
    observations.append({"check": label, "actual": actual, "expected": expected, "passed": actual == expected})
cases = [[['fill 0 m=4 kicks=3',
   {'m': 4,
    'max_kicks': 3,
    'ops': [['ins', 4053727168],
            ['ins', 2090112333],
            ['ins', 4166861756],
            ['ins', 2773431433],
            ['ins', 936790768],
            ['ins', 4092435925],
            ['ins', 1926221132],
            ['ins', 2840737955],
            ['ins', 2820504097],
            ['has', 4053727168],
            ['has', 2090112333],
            ['has', 4166861756],
            ['has', 2773431433],
            ['has', 936790768],
            ['has', 4092435925],
            ['del', 2090112333],
            ['has', 2090112333],
            ['has', 1631804978]]},
   [['ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'full',
     True,
     True,
     True,
     True,
     True,
     True,
     True,
     False,
     False],
    [[241, 248], [165], [243, 114], [55, 169]]]],
  ['fill 1 m=8 kicks=4',
   {'m': 8,
    'max_kicks': 4,
    'ops': [['ins', 4049152218],
            ['ins', 4119180372],
            ['ins', 4174459859],
            ['ins', 3472142201],
            ['ins', 2787193319],
            ['ins', 2868232378],
            ['ins', 1273646965],
            ['ins', 169222886],
            ['ins', 2977310459],
            ['ins', 1284001336],
            ['ins', 493096980],
            ['ins', 2962394317],
            ['ins', 3792145538],
            ['ins', 817217868],
            ['ins', 1471274732],
            ['ins', 3039844410],
            ['has', 4049152218],
            ['has', 4119180372],
            ['has', 4174459859],
            ['has', 3472142201],
            ['has', 2787193319],
            ['has', 2868232378],
            ['del', 4119180372],
            ['has', 4119180372],
            ['has', 2619116454]]},
   [['ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'full',
     'ok',
     'full',
     True,
     True,
     True,
     True,
     True,
     True,
     True,
     False,
     False],
    [[76, 226], [206], [241, 170], [248, 177], [29], [75, 176], [10], [166, 87]]]],
  ['fill 2 m=4 kicks=2',
   {'m': 4,
    'max_kicks': 2,
    'ops': [['ins', 1057150321],
            ['ins', 249819674],
            ['ins', 2073545798],
            ['ins', 263027109],
            ['ins', 2756491437],
            ['ins', 3951341878],
            ['ins', 1961187033],
            ['ins', 1539010652],
            ['ins', 3788730431],
            ['ins', 581588937],
            ['has', 1057150321],
            ['has', 249819674],
            ['has', 2073545798],
            ['has', 263027109],
            ['has', 2756491437],
            ['has', 3951341878],
            ['del', 249819674],
            ['has', 249819674],
            ['has', 2428817573]]},
   [['ok',
     'ok',
     'ok',
     'ok',
     'full',
     'ok',
     'full',
     'ok',
     'ok',
     'ok',
     True,
     True,
     True,
     True,
     False,
     True,
     True,
     False,
     False],
    [[91], [63, 15], [235, 123], [225, 34]]]],
  ['fill 3 m=8 kicks=6',
   {'m': 8,
    'max_kicks': 6,
    'ops': [['ins', 3789782486],
            ['ins', 313437937],
            ['ins', 1269036109],
            ['ins', 3831223018],
            ['ins', 3169414613],
            ['ins', 352655826],
            ['ins', 1455663028],
            ['ins', 3861257430],
            ['ins', 2012308387],
            ['ins', 3682187405],
            ['ins', 4144766613],
            ['ins', 1226905701],
            ['ins', 1648098192],
            ['ins', 2311553967],
            ['ins', 1205192322],
            ['ins', 1075026296],
            ['ins', 3523968378],
            ['ins', 620420201],
            ['has', 3789782486],
            ['has', 313437937],
            ['has', 1269036109],
            ['has', 3831223018],
            ['has', 3169414613],
            ['has', 352655826],
            ['del', 313437937],
            ['has', 313437937],
            ['has', 1988851048]]},
   [['ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'full',
     'ok',
     'ok',
     'full',
     'full',
     'full',
     True,
     True,
     True,
     True,
     True,
     True,
     True,
     False,
     False],
    [[230, 73], [71], [228, 219], [119, 21], [86], [75, 188], [225, 247], [137]]]],
  ['zero fingerprint byte',
   {'m': 4, 'max_kicks': 3, 'ops': [['ins', 6], ['has', 6], ['ins', 16777222], ['has', 16777222]]},
   [['ok', True, 'ok', True], [[], [], [1, 1], []]]],
  ['triple insert then delete',
   {'m': 4,
    'max_kicks': 3,
    'ops': [['ins', 1023410179],
            ['ins', 1023410179],
            ['ins', 1023410179],
            ['del', 1023410179],
            ['has', 1023410179]]},
   [['ok', 'ok', 'ok', True, True], [[], [], [61], [61]]]],
  ['alternate bucket placement',
   {'m': 8,
    'max_kicks': 2,
    'ops': [['ins', 553648131], ['ins', 620756995], ['ins', 620756995], ['has', 620756995]]},
   [['ok', 'ok', 'ok', True], [[], [], [37], [33, 37], [], [], [], []]]],
  ['insert needs full kick budget',
   {'m': 4,
    'max_kicks': 4,
    'ops': [['ins', 2427847248],
            ['ins', 1880610265],
            ['ins', 1587388028],
            ['ins', 1622648335],
            ['ins', 836275908],
            ['ins', 2015902217],
            ['ins', 2680590424],
            ['has', 2680590424]]},
   [['ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'ok', True], [[49, 144], [120, 112], [94], [96, 159]]]],
  ['insert rejected at kick budget',
   {'m': 4,
    'max_kicks': 1,
    'ops': [['ins', 2378664753],
            ['ins', 333538489],
            ['ins', 1381905127],
            ['ins', 3798994753],
            ['ins', 3675580320],
            ['ins', 383347823],
            ['ins', 4040964303],
            ['ins', 499293357],
            ['ins', 545063865],
            ['has', 545063865]]},
   [['ok', 'ok', 'ok', 'ok', 'ok', 'full', 'full', 'ok', 'full', False],
    [[219, 29], [141, 19], [], [82, 226]]]],
  ['one-bucket pressure',
   {'m': 2,
    'max_kicks': 2,
    'ops': [['ins', 285212673],
            ['ins', 570425345],
            ['ins', 855638017],
            ['ins', 1140850689],
            ['ins', 1426063361],
            ['ins', 1711276033],
            ['has', 285212673],
            ['has', 1711276033]]},
   [['ok', 'ok', 'ok', 'ok', 'full', 'full', True, False], [[51, 17], [68, 34]]]]],
 [['fill 0 m=4 kicks=3',
   {'m': 4,
    'max_kicks': 3,
    'ops': [['ins', 732265847],
            ['ins', 1810542448],
            ['ins', 1958173573],
            ['ins', 1539460854],
            ['ins', 2114796178],
            ['ins', 3545636457],
            ['ins', 4135382597],
            ['ins', 3892817675],
            ['ins', 438016941],
            ['has', 732265847],
            ['has', 1810542448],
            ['has', 1958173573],
            ['has', 1539460854],
            ['has', 2114796178],
            ['has', 3545636457],
            ['del', 1810542448],
            ['has', 1810542448],
            ['has', 2049146592]]},
   [['ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'full',
     True,
     True,
     True,
     True,
     True,
     True,
     True,
     False,
     False],
    [[43], [116, 211], [91, 126], [232, 246]]]],
  ['fill 1 m=8 kicks=4',
   {'m': 8,
    'max_kicks': 4,
    'ops': [['ins', 344496995],
            ['ins', 1850418827],
            ['ins', 3897751000],
            ['ins', 3463570078],
            ['ins', 1162402666],
            ['ins', 1898656778],
            ['ins', 383968521],
            ['ins', 2007988446],
            ['ins', 281781798],
            ['ins', 871214629],
            ['ins', 806266810],
            ['ins', 3429544281],
            ['ins', 2010328261],
            ['ins', 455238739],
            ['ins', 1620563447],
            ['ins', 719915703],
            ['has', 344496995],
            ['has', 1850418827],
            ['has', 3897751000],
            ['has', 3463570078],
            ['has', 1162402666],
            ['has', 1898656778],
            ['del', 1850418827],
            ['has', 1850418827],
            ['has', 3035418391]]},
   [['ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'full',
     True,
     True,
     True,
     True,
     True,
     True,
     True,
     False,
     False],
    [[232, 206], [22, 204], [48, 51], [20, 69], [27], [119], [16, 119], [113, 96]]]],
  ['fill 2 m=4 kicks=2',
   {'m': 4,
    'max_kicks': 2,
    'ops': [['ins', 766617118],
            ['ins', 877620278],
            ['ins', 4275105416],
            ['ins', 1303245290],
            ['ins', 3451862689],
            ['ins', 2637149561],
            ['ins', 3479941498],
            ['ins', 2044492405],
            ['ins', 2944051255],
            ['ins', 2216655256],
            ['has', 766617118],
            ['has', 877620278],
            ['has', 4275105416],
            ['has', 1303245290],
            ['has', 3451862689],
            ['has', 2637149561],
            ['del', 877620278],
            ['has', 877620278],
            ['has', 2759628967]]},
   [['ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'full',
     'full',
     True,
     True,
     True,
     True,
     True,
     True,
     True,
     False,
     False],
    [[254, 121], [205, 157], [207], [77, 45]]]],
  ['fill 3 m=8 kicks=6',
   {'m': 8,
    'max_kicks': 6,
    'ops': [['ins', 639277804],
            ['ins', 2134252242],
            ['ins', 564247903],
            ['ins', 3252176342],
            ['ins', 2887268535],
            ['ins', 3809114112],
            ['ins', 843347271],
            ['ins', 3790659506],
            ['ins', 3547675276],
            ['ins', 738614994],
            ['ins', 861586606],
            ['ins', 3332826411],
            ['ins', 1292373985],
            ['ins', 2781861741],
            ['ins', 3516548937],
            ['ins', 51826789],
            ['ins', 2496943570],
            ['ins', 1160646918],
            ['has', 639277804],
            ['has', 2134252242],
            ['has', 564247903],
            ['has', 3252176342],
            ['has', 2887268535],
            ['has', 3809114112],
            ['del', 2134252242],
            ['has', 2134252242],
            ['has', 935263858]]},
   [['ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'full',
     'full',
     True,
     True,
     True,
     True,
     True,
     True,
     True,
     False,
     False],
    [[227, 77], [209], [44, 225], [198, 172], [38, 211], [3, 165], [193, 51], [33, 50]]]],
  ['zero fingerprint byte',
   {'m': 4, 'max_kicks': 3, 'ops': [['ins', 7], ['has', 7], ['ins', 16777223], ['has', 16777223]]},
   [['ok', True, 'ok', True], [[], [], [], [1, 1]]]],
  ['triple insert then delete',
   {'m': 4,
    'max_kicks': 3,
    'ops': [['ins', 1023410178],
            ['ins', 1023410178],
            ['ins', 1023410178],
            ['del', 1023410178],
            ['has', 1023410178]]},
   [['ok', 'ok', 'ok', True, True], [[], [], [61], [61]]]],
  ['alternate bucket placement',
   {'m': 8,
    'max_kicks': 2,
    'ops': [['ins', 553648131], ['ins', 620756995], ['ins', 654311427], ['has', 654311427]]},
   [['ok', 'ok', 'ok', True], [[39], [], [], [33, 37], [], [], [], []]]],
  ['insert needs full kick budget',
   {'m': 4,
    'max_kicks': 2,
    'ops': [['ins', 1091792544],
            ['ins', 3159258982],
            ['ins', 6655988],
            ['ins', 3780476686],
            ['ins', 3221151820],
            ['ins', 1354260753],
            ['ins', 3503243708],
            ['ins', 2855214902],
            ['has', 2855214902]]},
   [['ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'ok', True],
    [[208, 1], [80, 65], [170, 188], [191, 225]]]],
  ['insert rejected at kick budget',
   {'m': 4,
    'max_kicks': 2,
    'ops': [['ins', 2820483633],
            ['ins', 2026478793],
            ['ins', 3254196126],
            ['ins', 1946366892],
            ['ins', 1094111634],
            ['ins', 2388744848],
            ['ins', 2389839112],
            ['ins', 515044471],
            ['ins', 53530770],
            ['has', 53530770]]},
   [['ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'full', 'ok', 'ok', True],
    [[116, 142], [168, 120], [3, 65], [30, 193]]]],
  ['one-bucket pressure',
   {'m': 2,
    'max_kicks': 3,
    'ops': [['ins', 285212673],
            ['ins', 570425345],
            ['ins', 855638017],
            ['ins', 1140850689],
            ['ins', 1426063361],
            ['ins', 1711276033],
            ['has', 285212673],
            ['has', 1711276033]]},
   [['ok', 'ok', 'ok', 'ok', 'full', 'full', True, False], [[51, 17], [68, 34]]]]],
 [['fill 0 m=4 kicks=3',
   {'m': 4,
    'max_kicks': 3,
    'ops': [['ins', 1777236018],
            ['ins', 1670145830],
            ['ins', 1941989665],
            ['ins', 815435462],
            ['ins', 223861203],
            ['ins', 2013373959],
            ['ins', 2361849580],
            ['ins', 590950523],
            ['ins', 4250565577],
            ['has', 1777236018],
            ['has', 1670145830],
            ['has', 1941989665],
            ['has', 815435462],
            ['has', 223861203],
            ['has', 2013373959],
            ['del', 1670145830],
            ['has', 1670145830],
            ['has', 3153783919]]},
   [['ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'full',
     True,
     True,
     True,
     True,
     True,
     True,
     True,
     False,
     False],
    [[140, 35], [115], [48, 105], [120, 13]]]],
  ['fill 1 m=8 kicks=4',
   {'m': 8,
    'max_kicks': 4,
    'ops': [['ins', 3783348771],
            ['ins', 778649113],
            ['ins', 2658092326],
            ['ins', 3280724357],
            ['ins', 509673299],
            ['ins', 4192536040],
            ['ins', 3556431545],
            ['ins', 808068520],
            ['ins', 4124021509],
            ['ins', 1279264443],
            ['ins', 319971617],
            ['ins', 3929937397],
            ['ins', 3553621260],
            ['ins', 3193883894],
            ['ins', 1614892168],
            ['ins', 2819704474],
            ['has', 3783348771],
            ['has', 778649113],
            ['has', 2658092326],
            ['has', 3280724357],
            ['has', 509673299],
            ['has', 4192536040],
            ['del', 778649113],
            ['has', 778649113],
            ['has', 20192387]]},
   [['ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'full',
     'ok',
     True,
     True,
     True,
     True,
     True,
     True,
     True,
     False,
     False],
    [[48, 158], [211], [168], [225, 30], [211, 245], [195, 249], [190, 19], [76, 234]]]],
  ['fill 2 m=4 kicks=2',
   {'m': 4,
    'max_kicks': 2,
    'ops': [['ins', 1242447109],
            ['ins', 57101625],
            ['ins', 1717012336],
            ['ins', 2477213626],
            ['ins', 81213852],
            ['ins', 171443414],
            ['ins', 1652493013],
            ['ins', 683056220],
            ['ins', 434760181],
            ['ins', 4153897861],
            ['has', 1242447109],
            ['has', 57101625],
            ['has', 1717012336],
            ['has', 2477213626],
            ['has', 81213852],
            ['has', 171443414],
            ['del', 57101625],
            ['has', 57101625],
            ['has', 3654960159]]},
   [['ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'full',
     'ok',
     'full',
     True,
     True,
     True,
     True,
     True,
     True,
     True,
     False,
     False],
    [[102, 4], [25], [147, 10], [98, 74]]]],
  ['fill 3 m=8 kicks=6',
   {'m': 8,
    'max_kicks': 6,
    'ops': [['ins', 2236733609],
            ['ins', 3939410963],
            ['ins', 2724510957],
            ['ins', 1062065107],
            ['ins', 2304609820],
            ['ins', 616512379],
            ['ins', 3185211465],
            ['ins', 2149931096],
            ['ins', 1360730688],
            ['ins', 1166229974],
            ['ins', 563851633],
            ['ins', 1282711990],
            ['ins', 3774149403],
            ['ins', 1784829478],
            ['ins', 517992672],
            ['ins', 2318531676],
            ['ins', 723049147],
            ['ins', 1310520849],
            ['has', 2236733609],
            ['has', 3939410963],
            ['has', 2724510957],
            ['has', 1062065107],
            ['has', 2304609820],
            ['has', 616512379],
            ['del', 3939410963],
            ['has', 3939410963],
            ['has', 487237028]]},
   [['ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'full',
     'full',
     'full',
     True,
     True,
     True,
     True,
     True,
     True,
     True,
     False,
     False],
    [[63, 128], [133, 189], [76], [224], [137, 33], [162, 81], [106, 30], [36, 69]]]],
  ['zero fingerprint byte',
   {'m': 4, 'max_kicks': 3, 'ops': [['ins', 8], ['has', 8], ['ins', 16777224], ['has', 16777224]]},
   [['ok', True, 'ok', True], [[1, 1], [], [], []]]],
  ['triple insert then delete',
   {'m': 4,
    'max_kicks': 3,
    'ops': [['ins', 1023410179],
            ['ins', 1023410179],
            ['ins', 1023410179],
            ['del', 1023410179],
            ['has', 1023410179]]},
   [['ok', 'ok', 'ok', True, True], [[], [], [61], [61]]]],
  ['alternate bucket placement',
   {'m': 8,
    'max_kicks': 2,
    'ops': [['ins', 553648131], ['ins', 620756995], ['ins', 687865859], ['has', 687865859]]},
   [['ok', 'ok', 'ok', True], [[], [], [], [33, 37], [], [], [41], []]]],
  ['insert needs full kick budget',
   {'m': 4,
    'max_kicks': 4,
    'ops': [['ins', 1386070799],
            ['ins', 3104973709],
            ['ins', 2606612743],
            ['ins', 2328394719],
            ['ins', 4161737019],
            ['ins', 11222],
            ['ins', 283246673],
            ['ins', 3932342861],
            ['ins', 1826216374],
            ['has', 1826216374]]},
   [['ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'full', 'ok', True],
    [[155, 185], [16, 82], [1, 108], [138, 248]]]],
  ['insert rejected at kick budget',
   {'m': 4,
    'max_kicks': 1,
    'ops': [['ins', 1688258414],
            ['ins', 1587554040],
            ['ins', 452842125],
            ['ins', 2408027354],
            ['ins', 4039342963],
            ['ins', 3256509956],
            ['ins', 2220059300],
            ['has', 2220059300]]},
   [['ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'full', False], [[94, 194], [26], [100, 143], [240]]]],
  ['one-bucket pressure',
   {'m': 2,
    'max_kicks': 1,
    'ops': [['ins', 285212673],
            ['ins', 570425345],
            ['ins', 855638017],
            ['ins', 1140850689],
            ['ins', 1426063361],
            ['ins', 1711276033],
            ['has', 285212673],
            ['has', 1711276033]]},
   [['ok', 'ok', 'ok', 'ok', 'full', 'full', True, False], [[51, 17], [68, 34]]]]],
 [['fill 0 m=4 kicks=3',
   {'m': 4,
    'max_kicks': 3,
    'ops': [['ins', 2508887774],
            ['ins', 3876506741],
            ['ins', 2397794896],
            ['ins', 521281616],
            ['ins', 1454258696],
            ['ins', 2418086625],
            ['ins', 1770269695],
            ['ins', 3954805098],
            ['ins', 334587253],
            ['has', 2508887774],
            ['has', 3876506741],
            ['has', 2397794896],
            ['has', 521281616],
            ['has', 1454258696],
            ['has', 2418086625],
            ['del', 3876506741],
            ['has', 3876506741],
            ['has', 1410375853]]},
   [['ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'full',
     True,
     True,
     True,
     True,
     True,
     True,
     True,
     False,
     False],
    [[142, 31], [144], [235, 86], [105, 149]]]],
  ['fill 1 m=8 kicks=4',
   {'m': 8,
    'max_kicks': 4,
    'ops': [['ins', 3626487179],
            ['ins', 1981200738],
            ['ins', 3299150810],
            ['ins', 879079952],
            ['ins', 569019066],
            ['ins', 1345246527],
            ['ins', 1279738884],
            ['ins', 329365259],
            ['ins', 3365708295],
            ['ins', 796732648],
            ['ins', 4104718778],
            ['ins', 2034888840],
            ['ins', 2274417079],
            ['ins', 3665801012],
            ['ins', 3713680567],
            ['ins', 3857873293],
            ['has', 3626487179],
            ['has', 1981200738],
            ['has', 3299150810],
            ['has', 879079952],
            ['has', 569019066],
            ['has', 1345246527],
            ['del', 1981200738],
            ['has', 1981200738],
            ['has', 3276243551]]},
   [['ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'full',
     'full',
     'ok',
     True,
     True,
     True,
     True,
     True,
     True,
     True,
     False,
     False],
    [[52, 47], [], [33], [216, 19], [76, 135], [121, 229], [196, 244], [200, 80]]]],
  ['fill 2 m=4 kicks=2',
   {'m': 4,
    'max_kicks': 2,
    'ops': [['ins', 3383446702],
            ['ins', 3102517778],
            ['ins', 551288533],
            ['ins', 427253337],
            ['ins', 630972810],
            ['ins', 261755786],
            ['ins', 2659101998],
            ['ins', 4089137114],
            ['ins', 619206018],
            ['ins', 827057174],
            ['has', 3383446702],
            ['has', 3102517778],
            ['has', 551288533],
            ['has', 427253337],
            ['has', 630972810],
            ['has', 261755786],
            ['del', 3102517778],
            ['has', 3102517778],
            ['has', 3884327477]]},
   [['ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'full',
     'full',
     True,
     True,
     True,
     True,
     True,
     True,
     True,
     False,
     False],
    [[158, 25], [32, 15], [243], [37, 201]]]],
  ['fill 3 m=8 kicks=6',
   {'m': 8,
    'max_kicks': 6,
    'ops': [['ins', 576117675],
            ['ins', 3591995004],
            ['ins', 857862156],
            ['ins', 1433687209],
            ['ins', 301617113],
            ['ins', 3539330867],
            ['ins', 4152333277],
            ['ins', 1466665443],
            ['ins', 1161213858],
            ['ins', 2858962672],
            ['ins', 541647563],
            ['ins', 3757975831],
            ['ins', 3381058760],
            ['ins', 2650519778],
            ['ins', 1327108968],
            ['ins', 718689777],
            ['ins', 2171645977],
            ['ins', 1707898975],
            ['has', 576117675],
            ['has', 3591995004],
            ['has', 857862156],
            ['has', 1433687209],
            ['has', 301617113],
            ['has', 3539330867],
            ['del', 3591995004],
            ['has', 3591995004],
            ['has', 1355596815]]},
   [['ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'full',
     'full',
     'full',
     'full',
     'ok',
     True,
     True,
     True,
     True,
     True,
     True,
     True,
     False,
     False],
    [[87, 170], [85, 34], [69], [32, 210], [17, 51], [247, 201], [], [223, 101]]]],
  ['zero fingerprint byte',
   {'m': 4, 'max_kicks': 3, 'ops': [['ins', 9], ['has', 9], ['ins', 16777225], ['has', 16777225]]},
   [['ok', True, 'ok', True], [[], [1, 1], [], []]]],
  ['triple insert then delete',
   {'m': 4,
    'max_kicks': 3,
    'ops': [['ins', 1023410178],
            ['ins', 1023410178],
            ['ins', 1023410178],
            ['del', 1023410178],
            ['has', 1023410178]]},
   [['ok', 'ok', 'ok', True, True], [[], [], [61], [61]]]],
  ['alternate bucket placement',
   {'m': 8,
    'max_kicks': 2,
    'ops': [['ins', 553648131], ['ins', 620756995], ['ins', 721420291], ['has', 721420291]]},
   [['ok', 'ok', 'ok', True], [[], [], [], [33, 37], [43], [], [], []]]],
  ['insert needs full kick budget',
   {'m': 4,
    'max_kicks': 2,
    'ops': [['ins', 3532591849],
            ['ins', 3312616903],
            ['ins', 927288817],
            ['ins', 436703699],
            ['ins', 3535596479],
            ['ins', 271263656],
            ['ins', 1018485099],
            ['ins', 1318602685],
            ['ins', 3734357799],
            ['has', 3734357799]]},
   [['ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'full', 'full', False],
    [[16], [210, 210], [197, 55], [60, 26]]]],
  ['insert rejected at kick budget',
   {'m': 4,
    'max_kicks': 1,
    'ops': [['ins', 3928427799],
            ['ins', 841794179],
            ['ins', 4137117381],
            ['ins', 2214111069],
            ['ins', 74342131],
            ['ins', 2542867317],
            ['ins', 3143370314],
            ['has', 3143370314]]},
   [['ok', 'ok', 'ok', 'ok', 'full', 'ok', 'ok', True], [[], [246, 131], [151, 187], [234, 50]]]],
  ['one-bucket pressure',
   {'m': 2,
    'max_kicks': 2,
    'ops': [['ins', 285212673],
            ['ins', 570425345],
            ['ins', 855638017],
            ['ins', 1140850689],
            ['ins', 1426063361],
            ['ins', 1711276033],
            ['has', 285212673],
            ['has', 1711276033]]},
   [['ok', 'ok', 'ok', 'ok', 'full', 'full', True, False], [[51, 17], [68, 34]]]]],
 [['fill 0 m=4 kicks=3',
   {'m': 4,
    'max_kicks': 3,
    'ops': [['ins', 754608121],
            ['ins', 1960208437],
            ['ins', 3951175178],
            ['ins', 1064988886],
            ['ins', 3939298075],
            ['ins', 1095070989],
            ['ins', 1643589898],
            ['ins', 3693486421],
            ['ins', 2812500932],
            ['has', 754608121],
            ['has', 1960208437],
            ['has', 3951175178],
            ['has', 1064988886],
            ['has', 3939298075],
            ['has', 1095070989],
            ['del', 1960208437],
            ['has', 1960208437],
            ['has', 584649671]]},
   [['ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'full',
     'ok',
     True,
     True,
     True,
     True,
     True,
     True,
     True,
     False,
     False],
    [[65, 167], [44], [235, 63], [234, 97]]]],
  ['fill 1 m=8 kicks=4',
   {'m': 8,
    'max_kicks': 4,
    'ops': [['ins', 224567547],
            ['ins', 2432915099],
            ['ins', 2215905994],
            ['ins', 671185022],
            ['ins', 3716804100],
            ['ins', 601285828],
            ['ins', 12858679],
            ['ins', 3759422002],
            ['ins', 3853628108],
            ['ins', 2271239656],
            ['ins', 3456356083],
            ['ins', 2687261260],
            ['ins', 3878729198],
            ['ins', 3979473486],
            ['ins', 4034375652],
            ['ins', 1046284924],
            ['has', 224567547],
            ['has', 2432915099],
            ['has', 2215905994],
            ['has', 671185022],
            ['has', 3716804100],
            ['has', 601285828],
            ['del', 2432915099],
            ['has', 2432915099],
            ['has', 1720764829]]},
   [['ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'full',
     'ok',
     'ok',
     'full',
     'full',
     True,
     True,
     True,
     True,
     True,
     True,
     True,
     False,
     False],
    [[135], [], [132, 224], [13], [221, 35], [229, 206], [40, 231], [1, 237]]]],
  ['fill 2 m=4 kicks=2',
   {'m': 4,
    'max_kicks': 2,
    'ops': [['ins', 1632830720],
            ['ins', 1469336575],
            ['ins', 352685739],
            ['ins', 384400481],
            ['ins', 208997603],
            ['ins', 2690591441],
            ['ins', 2236537193],
            ['ins', 3295284666],
            ['ins', 284313747],
            ['ins', 324373489],
            ['has', 1632830720],
            ['has', 1469336575],
            ['has', 352685739],
            ['has', 384400481],
            ['has', 208997603],
            ['has', 2690591441],
            ['del', 1469336575],
            ['has', 1469336575],
            ['has', 528732436]]},
   [['ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'full',
     'full',
     True,
     True,
     True,
     True,
     True,
     True,
     True,
     False,
     False],
    [[97], [133, 160], [21, 196], [12, 22]]]],
  ['fill 3 m=8 kicks=6',
   {'m': 8,
    'max_kicks': 6,
    'ops': [['ins', 1644275844],
            ['ins', 2900757313],
            ['ins', 2988486797],
            ['ins', 179906599],
            ['ins', 287880722],
            ['ins', 171405751],
            ['ins', 3525701444],
            ['ins', 4108271424],
            ['ins', 137937707],
            ['ins', 292658010],
            ['ins', 248385554],
            ['ins', 4191124304],
            ['ins', 2126259745],
            ['ins', 1346195861],
            ['ins', 3499831342],
            ['ins', 3344096474],
            ['ins', 3832504526],
            ['ins', 1756343263],
            ['has', 1644275844],
            ['has', 2900757313],
            ['has', 2988486797],
            ['has', 179906599],
            ['has', 287880722],
            ['has', 171405751],
            ['del', 2900757313],
            ['has', 2900757313],
            ['has', 1733874548]]},
   [['ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'full',
     'full',
     'full',
     True,
     True,
     True,
     True,
     True,
     True,
     True,
     False,
     False],
    [[244, 249], [126], [17, 17], [8], [98, 14], [80, 10], [210, 208], [10, 178]]]],
  ['zero fingerprint byte',
   {'m': 4,
    'max_kicks': 3,
    'ops': [['ins', 10], ['has', 10], ['ins', 16777226], ['has', 16777226]]},
   [['ok', True, 'ok', True], [[], [], [1, 1], []]]],
  ['triple insert then delete',
   {'m': 4,
    'max_kicks': 3,
    'ops': [['ins', 1023410179],
            ['ins', 1023410179],
            ['ins', 1023410179],
            ['del', 1023410179],
            ['has', 1023410179]]},
   [['ok', 'ok', 'ok', True, True], [[], [], [61], [61]]]],
  ['alternate bucket placement',
   {'m': 8,
    'max_kicks': 2,
    'ops': [['ins', 553648131], ['ins', 620756995], ['ins', 754974723], ['has', 754974723]]},
   [['ok', 'ok', 'ok', True], [[], [], [45], [33, 37], [], [], [], []]]],
  ['insert needs full kick budget',
   {'m': 4,
    'max_kicks': 2,
    'ops': [['ins', 348667353],
            ['ins', 1470437433],
            ['ins', 2596314351],
            ['ins', 3605354277],
            ['ins', 2183123397],
            ['ins', 2831721252],
            ['ins', 3982916143],
            ['ins', 1159395843],
            ['has', 1159395843]]},
   [['ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'full', False],
    [[168], [130, 20], [87, 237], [154, 214]]]],
  ['insert rejected at kick budget',
   {'m': 4,
    'max_kicks': 2,
    'ops': [['ins', 3777452496],
            ['ins', 4168010152],
            ['ins', 1415993158],
            ['ins', 2835527604],
            ['ins', 2455083042],
            ['ins', 1654735134],
            ['ins', 2169901690],
            ['ins', 1437706628],
            ['has', 1437706628]]},
   [['ok', 'ok', 'ok', 'ok', 'ok', 'full', 'ok', 'ok', True],
    [[225, 248], [169, 85], [84, 146], [129]]]],
  ['one-bucket pressure',
   {'m': 2,
    'max_kicks': 3,
    'ops': [['ins', 285212673],
            ['ins', 570425345],
            ['ins', 855638017],
            ['ins', 1140850689],
            ['ins', 1426063361],
            ['ins', 1711276033],
            ['has', 285212673],
            ['has', 1711276033]]},
   [['ok', 'ok', 'ok', 'ok', 'full', 'full', True, False], [[51, 17], [68, 34]]]]]]
for label, args, expected in cases[N - 1]:
    check(label, solve(args), expected)
print(json.dumps({"observations": observations, "passed": all(x["passed"] for x in observations)}, ensure_ascii=False))
raise SystemExit(0 if all(x["passed"] for x in observations) else 1)
Boundary fixtureActualExpectedOutcome
fill 0 m=4 kicks=3[['ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'full', True, True, True, True, True, True, True, False, False], [[241, 248], [165], [243, 114], [55, 169]]][['ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'full', True, True, True, True, True, True, True, False, False], [[241, 248], [165], [243, 114], [55, 169]]]Passed
fill 1 m=8 kicks=4[['ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'full', 'ok', 'full', True, True, True, True, True, True, True, False, False], [[76, 226], [206], [241, 170], [248, 177], [29], [75, 176], [10], [166, 87]]][['ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'full', 'ok', 'full', True, True, True, True, True, True, True, False, False], [[76, 226], [206], [241, 170], [248, 177], [29], [75, 176], [10], [166, 87]]]Passed
fill 2 m=4 kicks=2[['ok', 'ok', 'ok', 'ok', 'full', 'ok', 'full', 'ok', 'ok', 'ok', True, True, True, True, False, True, True, False, False], [[91], [63, 15], [235, 123], [225, 34]]][['ok', 'ok', 'ok', 'ok', 'full', 'ok', 'full', 'ok', 'ok', 'ok', True, True, True, True, False, True, True, False, False], [[91], [63, 15], [235, 123], [225, 34]]]Passed
fill 3 m=8 kicks=6[['ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'full', 'ok', 'ok', 'full', 'full', 'full', True, True, True, True, True, False, True, False, False], [[230, 73], [71], [228, 219], [119, 21], [86], [75, 188], [225, 247], [137]]][['ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'full', 'ok', 'ok', 'full', 'full', 'full', True, True, True, True, True, True, True, False, False], [[230, 73], [71], [228, 219], [119, 21], [86], [75, 188], [225, 247], [137]]]Failed
zero fingerprint byte[['ok', True, 'ok', True], [[], [], [1, 1], []]][['ok', True, 'ok', True], [[], [], [1, 1], []]]Passed
triple insert then delete[['ok', 'ok', 'ok', True, True], [[], [], [61], [61]]][['ok', 'ok', 'ok', True, True], [[], [], [61], [61]]]Passed
alternate bucket placement[['ok', 'ok', 'ok', True], [[], [], [37], [33, 37], [], [], [], []]][['ok', 'ok', 'ok', True], [[], [], [37], [33, 37], [], [], [], []]]Passed
insert needs full kick budget[['ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'ok', True], [[49, 144], [120, 112], [94], [96, 159]]][['ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'ok', True], [[49, 144], [120, 112], [94], [96, 159]]]Passed
insert rejected at kick budget[['ok', 'ok', 'ok', 'ok', 'ok', 'full', 'full', 'ok', 'full', False], [[219, 29], [141, 19], [], [82, 226]]][['ok', 'ok', 'ok', 'ok', 'ok', 'full', 'full', 'ok', 'full', False], [[219, 29], [141, 19], [], [82, 226]]]Passed
one-bucket pressure[['ok', 'ok', 'ok', 'ok', 'full', 'full', True, False], [[51, 17], [68, 34]]][['ok', 'ok', 'ok', 'ok', 'full', 'full', True, False], [[51, 17], [68, 34]]]Passed

SHA-256 / 658dd7c272623f227cf4f337d42c005dc169abae80207fe48ecfb8761341997d

3 / The verified repair

Exit 0
"""Failure Map reference implementation. Python standard library only."""
import json

N = 1
observations = []
def solve(x):
    m = x['m']
    maxk = x['max_kicks']
    buckets = [[] for _ in range(m)]
    def fp(h):
        f = (h >> 24) & 0xFF
        return f if f else 1
    def alt(i, f):
        return (i ^ ((f * 0x5bd1e995) & 0xFFFFFFFF)) & (m - 1)
    res = []
    for op, h in x['ops']:
        f = fp(h)
        i1 = h & (m - 1)
        i2 = alt(i1, f)
        if op == 'ins':
            if len(buckets[i1]) < 2:
                buckets[i1].append(f)
                res.append('ok')
                continue
            if len(buckets[i2]) < 2:
                buckets[i2].append(f)
                res.append('ok')
                continue
            saved = [list(bk) for bk in buckets]
            i = i1
            placed = False
            for n in range(maxk):
                slot = n % 2
                f, buckets[i][slot] = buckets[i][slot], f
                i = alt(i, f)
                if len(buckets[i]) < 2:
                    buckets[i].append(f)
                    placed = True
                    break
            if placed:
                res.append('ok')
            else:
                buckets = saved
                res.append('full')
        elif op == 'has':
            res.append(f in buckets[i1] or f in buckets[i2])
        else:
            if f in buckets[i1]:
                buckets[i1].remove(f)
                res.append(True)
            elif f in buckets[i2]:
                buckets[i2].remove(f)
                res.append(True)
            else:
                res.append(False)
    return [res, buckets]
def check(label, actual, expected):
    observations.append({"check": label, "actual": actual, "expected": expected, "passed": actual == expected})
cases = [[['fill 0 m=4 kicks=3',
   {'m': 4,
    'max_kicks': 3,
    'ops': [['ins', 4053727168],
            ['ins', 2090112333],
            ['ins', 4166861756],
            ['ins', 2773431433],
            ['ins', 936790768],
            ['ins', 4092435925],
            ['ins', 1926221132],
            ['ins', 2840737955],
            ['ins', 2820504097],
            ['has', 4053727168],
            ['has', 2090112333],
            ['has', 4166861756],
            ['has', 2773431433],
            ['has', 936790768],
            ['has', 4092435925],
            ['del', 2090112333],
            ['has', 2090112333],
            ['has', 1631804978]]},
   [['ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'full',
     True,
     True,
     True,
     True,
     True,
     True,
     True,
     False,
     False],
    [[241, 248], [165], [243, 114], [55, 169]]]],
  ['fill 1 m=8 kicks=4',
   {'m': 8,
    'max_kicks': 4,
    'ops': [['ins', 4049152218],
            ['ins', 4119180372],
            ['ins', 4174459859],
            ['ins', 3472142201],
            ['ins', 2787193319],
            ['ins', 2868232378],
            ['ins', 1273646965],
            ['ins', 169222886],
            ['ins', 2977310459],
            ['ins', 1284001336],
            ['ins', 493096980],
            ['ins', 2962394317],
            ['ins', 3792145538],
            ['ins', 817217868],
            ['ins', 1471274732],
            ['ins', 3039844410],
            ['has', 4049152218],
            ['has', 4119180372],
            ['has', 4174459859],
            ['has', 3472142201],
            ['has', 2787193319],
            ['has', 2868232378],
            ['del', 4119180372],
            ['has', 4119180372],
            ['has', 2619116454]]},
   [['ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'full',
     'ok',
     'full',
     True,
     True,
     True,
     True,
     True,
     True,
     True,
     False,
     False],
    [[76, 226], [206], [241, 170], [248, 177], [29], [75, 176], [10], [166, 87]]]],
  ['fill 2 m=4 kicks=2',
   {'m': 4,
    'max_kicks': 2,
    'ops': [['ins', 1057150321],
            ['ins', 249819674],
            ['ins', 2073545798],
            ['ins', 263027109],
            ['ins', 2756491437],
            ['ins', 3951341878],
            ['ins', 1961187033],
            ['ins', 1539010652],
            ['ins', 3788730431],
            ['ins', 581588937],
            ['has', 1057150321],
            ['has', 249819674],
            ['has', 2073545798],
            ['has', 263027109],
            ['has', 2756491437],
            ['has', 3951341878],
            ['del', 249819674],
            ['has', 249819674],
            ['has', 2428817573]]},
   [['ok',
     'ok',
     'ok',
     'ok',
     'full',
     'ok',
     'full',
     'ok',
     'ok',
     'ok',
     True,
     True,
     True,
     True,
     False,
     True,
     True,
     False,
     False],
    [[91], [63, 15], [235, 123], [225, 34]]]],
  ['fill 3 m=8 kicks=6',
   {'m': 8,
    'max_kicks': 6,
    'ops': [['ins', 3789782486],
            ['ins', 313437937],
            ['ins', 1269036109],
            ['ins', 3831223018],
            ['ins', 3169414613],
            ['ins', 352655826],
            ['ins', 1455663028],
            ['ins', 3861257430],
            ['ins', 2012308387],
            ['ins', 3682187405],
            ['ins', 4144766613],
            ['ins', 1226905701],
            ['ins', 1648098192],
            ['ins', 2311553967],
            ['ins', 1205192322],
            ['ins', 1075026296],
            ['ins', 3523968378],
            ['ins', 620420201],
            ['has', 3789782486],
            ['has', 313437937],
            ['has', 1269036109],
            ['has', 3831223018],
            ['has', 3169414613],
            ['has', 352655826],
            ['del', 313437937],
            ['has', 313437937],
            ['has', 1988851048]]},
   [['ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'full',
     'ok',
     'ok',
     'full',
     'full',
     'full',
     True,
     True,
     True,
     True,
     True,
     True,
     True,
     False,
     False],
    [[230, 73], [71], [228, 219], [119, 21], [86], [75, 188], [225, 247], [137]]]],
  ['zero fingerprint byte',
   {'m': 4, 'max_kicks': 3, 'ops': [['ins', 6], ['has', 6], ['ins', 16777222], ['has', 16777222]]},
   [['ok', True, 'ok', True], [[], [], [1, 1], []]]],
  ['triple insert then delete',
   {'m': 4,
    'max_kicks': 3,
    'ops': [['ins', 1023410179],
            ['ins', 1023410179],
            ['ins', 1023410179],
            ['del', 1023410179],
            ['has', 1023410179]]},
   [['ok', 'ok', 'ok', True, True], [[], [], [61], [61]]]],
  ['alternate bucket placement',
   {'m': 8,
    'max_kicks': 2,
    'ops': [['ins', 553648131], ['ins', 620756995], ['ins', 620756995], ['has', 620756995]]},
   [['ok', 'ok', 'ok', True], [[], [], [37], [33, 37], [], [], [], []]]],
  ['insert needs full kick budget',
   {'m': 4,
    'max_kicks': 4,
    'ops': [['ins', 2427847248],
            ['ins', 1880610265],
            ['ins', 1587388028],
            ['ins', 1622648335],
            ['ins', 836275908],
            ['ins', 2015902217],
            ['ins', 2680590424],
            ['has', 2680590424]]},
   [['ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'ok', True], [[49, 144], [120, 112], [94], [96, 159]]]],
  ['insert rejected at kick budget',
   {'m': 4,
    'max_kicks': 1,
    'ops': [['ins', 2378664753],
            ['ins', 333538489],
            ['ins', 1381905127],
            ['ins', 3798994753],
            ['ins', 3675580320],
            ['ins', 383347823],
            ['ins', 4040964303],
            ['ins', 499293357],
            ['ins', 545063865],
            ['has', 545063865]]},
   [['ok', 'ok', 'ok', 'ok', 'ok', 'full', 'full', 'ok', 'full', False],
    [[219, 29], [141, 19], [], [82, 226]]]],
  ['one-bucket pressure',
   {'m': 2,
    'max_kicks': 2,
    'ops': [['ins', 285212673],
            ['ins', 570425345],
            ['ins', 855638017],
            ['ins', 1140850689],
            ['ins', 1426063361],
            ['ins', 1711276033],
            ['has', 285212673],
            ['has', 1711276033]]},
   [['ok', 'ok', 'ok', 'ok', 'full', 'full', True, False], [[51, 17], [68, 34]]]]],
 [['fill 0 m=4 kicks=3',
   {'m': 4,
    'max_kicks': 3,
    'ops': [['ins', 732265847],
            ['ins', 1810542448],
            ['ins', 1958173573],
            ['ins', 1539460854],
            ['ins', 2114796178],
            ['ins', 3545636457],
            ['ins', 4135382597],
            ['ins', 3892817675],
            ['ins', 438016941],
            ['has', 732265847],
            ['has', 1810542448],
            ['has', 1958173573],
            ['has', 1539460854],
            ['has', 2114796178],
            ['has', 3545636457],
            ['del', 1810542448],
            ['has', 1810542448],
            ['has', 2049146592]]},
   [['ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'full',
     True,
     True,
     True,
     True,
     True,
     True,
     True,
     False,
     False],
    [[43], [116, 211], [91, 126], [232, 246]]]],
  ['fill 1 m=8 kicks=4',
   {'m': 8,
    'max_kicks': 4,
    'ops': [['ins', 344496995],
            ['ins', 1850418827],
            ['ins', 3897751000],
            ['ins', 3463570078],
            ['ins', 1162402666],
            ['ins', 1898656778],
            ['ins', 383968521],
            ['ins', 2007988446],
            ['ins', 281781798],
            ['ins', 871214629],
            ['ins', 806266810],
            ['ins', 3429544281],
            ['ins', 2010328261],
            ['ins', 455238739],
            ['ins', 1620563447],
            ['ins', 719915703],
            ['has', 344496995],
            ['has', 1850418827],
            ['has', 3897751000],
            ['has', 3463570078],
            ['has', 1162402666],
            ['has', 1898656778],
            ['del', 1850418827],
            ['has', 1850418827],
            ['has', 3035418391]]},
   [['ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'full',
     True,
     True,
     True,
     True,
     True,
     True,
     True,
     False,
     False],
    [[232, 206], [22, 204], [48, 51], [20, 69], [27], [119], [16, 119], [113, 96]]]],
  ['fill 2 m=4 kicks=2',
   {'m': 4,
    'max_kicks': 2,
    'ops': [['ins', 766617118],
            ['ins', 877620278],
            ['ins', 4275105416],
            ['ins', 1303245290],
            ['ins', 3451862689],
            ['ins', 2637149561],
            ['ins', 3479941498],
            ['ins', 2044492405],
            ['ins', 2944051255],
            ['ins', 2216655256],
            ['has', 766617118],
            ['has', 877620278],
            ['has', 4275105416],
            ['has', 1303245290],
            ['has', 3451862689],
            ['has', 2637149561],
            ['del', 877620278],
            ['has', 877620278],
            ['has', 2759628967]]},
   [['ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'full',
     'full',
     True,
     True,
     True,
     True,
     True,
     True,
     True,
     False,
     False],
    [[254, 121], [205, 157], [207], [77, 45]]]],
  ['fill 3 m=8 kicks=6',
   {'m': 8,
    'max_kicks': 6,
    'ops': [['ins', 639277804],
            ['ins', 2134252242],
            ['ins', 564247903],
            ['ins', 3252176342],
            ['ins', 2887268535],
            ['ins', 3809114112],
            ['ins', 843347271],
            ['ins', 3790659506],
            ['ins', 3547675276],
            ['ins', 738614994],
            ['ins', 861586606],
            ['ins', 3332826411],
            ['ins', 1292373985],
            ['ins', 2781861741],
            ['ins', 3516548937],
            ['ins', 51826789],
            ['ins', 2496943570],
            ['ins', 1160646918],
            ['has', 639277804],
            ['has', 2134252242],
            ['has', 564247903],
            ['has', 3252176342],
            ['has', 2887268535],
            ['has', 3809114112],
            ['del', 2134252242],
            ['has', 2134252242],
            ['has', 935263858]]},
   [['ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'full',
     'full',
     True,
     True,
     True,
     True,
     True,
     True,
     True,
     False,
     False],
    [[227, 77], [209], [44, 225], [198, 172], [38, 211], [3, 165], [193, 51], [33, 50]]]],
  ['zero fingerprint byte',
   {'m': 4, 'max_kicks': 3, 'ops': [['ins', 7], ['has', 7], ['ins', 16777223], ['has', 16777223]]},
   [['ok', True, 'ok', True], [[], [], [], [1, 1]]]],
  ['triple insert then delete',
   {'m': 4,
    'max_kicks': 3,
    'ops': [['ins', 1023410178],
            ['ins', 1023410178],
            ['ins', 1023410178],
            ['del', 1023410178],
            ['has', 1023410178]]},
   [['ok', 'ok', 'ok', True, True], [[], [], [61], [61]]]],
  ['alternate bucket placement',
   {'m': 8,
    'max_kicks': 2,
    'ops': [['ins', 553648131], ['ins', 620756995], ['ins', 654311427], ['has', 654311427]]},
   [['ok', 'ok', 'ok', True], [[39], [], [], [33, 37], [], [], [], []]]],
  ['insert needs full kick budget',
   {'m': 4,
    'max_kicks': 2,
    'ops': [['ins', 1091792544],
            ['ins', 3159258982],
            ['ins', 6655988],
            ['ins', 3780476686],
            ['ins', 3221151820],
            ['ins', 1354260753],
            ['ins', 3503243708],
            ['ins', 2855214902],
            ['has', 2855214902]]},
   [['ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'ok', True],
    [[208, 1], [80, 65], [170, 188], [191, 225]]]],
  ['insert rejected at kick budget',
   {'m': 4,
    'max_kicks': 2,
    'ops': [['ins', 2820483633],
            ['ins', 2026478793],
            ['ins', 3254196126],
            ['ins', 1946366892],
            ['ins', 1094111634],
            ['ins', 2388744848],
            ['ins', 2389839112],
            ['ins', 515044471],
            ['ins', 53530770],
            ['has', 53530770]]},
   [['ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'full', 'ok', 'ok', True],
    [[116, 142], [168, 120], [3, 65], [30, 193]]]],
  ['one-bucket pressure',
   {'m': 2,
    'max_kicks': 3,
    'ops': [['ins', 285212673],
            ['ins', 570425345],
            ['ins', 855638017],
            ['ins', 1140850689],
            ['ins', 1426063361],
            ['ins', 1711276033],
            ['has', 285212673],
            ['has', 1711276033]]},
   [['ok', 'ok', 'ok', 'ok', 'full', 'full', True, False], [[51, 17], [68, 34]]]]],
 [['fill 0 m=4 kicks=3',
   {'m': 4,
    'max_kicks': 3,
    'ops': [['ins', 1777236018],
            ['ins', 1670145830],
            ['ins', 1941989665],
            ['ins', 815435462],
            ['ins', 223861203],
            ['ins', 2013373959],
            ['ins', 2361849580],
            ['ins', 590950523],
            ['ins', 4250565577],
            ['has', 1777236018],
            ['has', 1670145830],
            ['has', 1941989665],
            ['has', 815435462],
            ['has', 223861203],
            ['has', 2013373959],
            ['del', 1670145830],
            ['has', 1670145830],
            ['has', 3153783919]]},
   [['ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'full',
     True,
     True,
     True,
     True,
     True,
     True,
     True,
     False,
     False],
    [[140, 35], [115], [48, 105], [120, 13]]]],
  ['fill 1 m=8 kicks=4',
   {'m': 8,
    'max_kicks': 4,
    'ops': [['ins', 3783348771],
            ['ins', 778649113],
            ['ins', 2658092326],
            ['ins', 3280724357],
            ['ins', 509673299],
            ['ins', 4192536040],
            ['ins', 3556431545],
            ['ins', 808068520],
            ['ins', 4124021509],
            ['ins', 1279264443],
            ['ins', 319971617],
            ['ins', 3929937397],
            ['ins', 3553621260],
            ['ins', 3193883894],
            ['ins', 1614892168],
            ['ins', 2819704474],
            ['has', 3783348771],
            ['has', 778649113],
            ['has', 2658092326],
            ['has', 3280724357],
            ['has', 509673299],
            ['has', 4192536040],
            ['del', 778649113],
            ['has', 778649113],
            ['has', 20192387]]},
   [['ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'full',
     'ok',
     True,
     True,
     True,
     True,
     True,
     True,
     True,
     False,
     False],
    [[48, 158], [211], [168], [225, 30], [211, 245], [195, 249], [190, 19], [76, 234]]]],
  ['fill 2 m=4 kicks=2',
   {'m': 4,
    'max_kicks': 2,
    'ops': [['ins', 1242447109],
            ['ins', 57101625],
            ['ins', 1717012336],
            ['ins', 2477213626],
            ['ins', 81213852],
            ['ins', 171443414],
            ['ins', 1652493013],
            ['ins', 683056220],
            ['ins', 434760181],
            ['ins', 4153897861],
            ['has', 1242447109],
            ['has', 57101625],
            ['has', 1717012336],
            ['has', 2477213626],
            ['has', 81213852],
            ['has', 171443414],
            ['del', 57101625],
            ['has', 57101625],
            ['has', 3654960159]]},
   [['ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'full',
     'ok',
     'full',
     True,
     True,
     True,
     True,
     True,
     True,
     True,
     False,
     False],
    [[102, 4], [25], [147, 10], [98, 74]]]],
  ['fill 3 m=8 kicks=6',
   {'m': 8,
    'max_kicks': 6,
    'ops': [['ins', 2236733609],
            ['ins', 3939410963],
            ['ins', 2724510957],
            ['ins', 1062065107],
            ['ins', 2304609820],
            ['ins', 616512379],
            ['ins', 3185211465],
            ['ins', 2149931096],
            ['ins', 1360730688],
            ['ins', 1166229974],
            ['ins', 563851633],
            ['ins', 1282711990],
            ['ins', 3774149403],
            ['ins', 1784829478],
            ['ins', 517992672],
            ['ins', 2318531676],
            ['ins', 723049147],
            ['ins', 1310520849],
            ['has', 2236733609],
            ['has', 3939410963],
            ['has', 2724510957],
            ['has', 1062065107],
            ['has', 2304609820],
            ['has', 616512379],
            ['del', 3939410963],
            ['has', 3939410963],
            ['has', 487237028]]},
   [['ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'full',
     'full',
     'full',
     True,
     True,
     True,
     True,
     True,
     True,
     True,
     False,
     False],
    [[63, 128], [133, 189], [76], [224], [137, 33], [162, 81], [106, 30], [36, 69]]]],
  ['zero fingerprint byte',
   {'m': 4, 'max_kicks': 3, 'ops': [['ins', 8], ['has', 8], ['ins', 16777224], ['has', 16777224]]},
   [['ok', True, 'ok', True], [[1, 1], [], [], []]]],
  ['triple insert then delete',
   {'m': 4,
    'max_kicks': 3,
    'ops': [['ins', 1023410179],
            ['ins', 1023410179],
            ['ins', 1023410179],
            ['del', 1023410179],
            ['has', 1023410179]]},
   [['ok', 'ok', 'ok', True, True], [[], [], [61], [61]]]],
  ['alternate bucket placement',
   {'m': 8,
    'max_kicks': 2,
    'ops': [['ins', 553648131], ['ins', 620756995], ['ins', 687865859], ['has', 687865859]]},
   [['ok', 'ok', 'ok', True], [[], [], [], [33, 37], [], [], [41], []]]],
  ['insert needs full kick budget',
   {'m': 4,
    'max_kicks': 4,
    'ops': [['ins', 1386070799],
            ['ins', 3104973709],
            ['ins', 2606612743],
            ['ins', 2328394719],
            ['ins', 4161737019],
            ['ins', 11222],
            ['ins', 283246673],
            ['ins', 3932342861],
            ['ins', 1826216374],
            ['has', 1826216374]]},
   [['ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'full', 'ok', True],
    [[155, 185], [16, 82], [1, 108], [138, 248]]]],
  ['insert rejected at kick budget',
   {'m': 4,
    'max_kicks': 1,
    'ops': [['ins', 1688258414],
            ['ins', 1587554040],
            ['ins', 452842125],
            ['ins', 2408027354],
            ['ins', 4039342963],
            ['ins', 3256509956],
            ['ins', 2220059300],
            ['has', 2220059300]]},
   [['ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'full', False], [[94, 194], [26], [100, 143], [240]]]],
  ['one-bucket pressure',
   {'m': 2,
    'max_kicks': 1,
    'ops': [['ins', 285212673],
            ['ins', 570425345],
            ['ins', 855638017],
            ['ins', 1140850689],
            ['ins', 1426063361],
            ['ins', 1711276033],
            ['has', 285212673],
            ['has', 1711276033]]},
   [['ok', 'ok', 'ok', 'ok', 'full', 'full', True, False], [[51, 17], [68, 34]]]]],
 [['fill 0 m=4 kicks=3',
   {'m': 4,
    'max_kicks': 3,
    'ops': [['ins', 2508887774],
            ['ins', 3876506741],
            ['ins', 2397794896],
            ['ins', 521281616],
            ['ins', 1454258696],
            ['ins', 2418086625],
            ['ins', 1770269695],
            ['ins', 3954805098],
            ['ins', 334587253],
            ['has', 2508887774],
            ['has', 3876506741],
            ['has', 2397794896],
            ['has', 521281616],
            ['has', 1454258696],
            ['has', 2418086625],
            ['del', 3876506741],
            ['has', 3876506741],
            ['has', 1410375853]]},
   [['ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'full',
     True,
     True,
     True,
     True,
     True,
     True,
     True,
     False,
     False],
    [[142, 31], [144], [235, 86], [105, 149]]]],
  ['fill 1 m=8 kicks=4',
   {'m': 8,
    'max_kicks': 4,
    'ops': [['ins', 3626487179],
            ['ins', 1981200738],
            ['ins', 3299150810],
            ['ins', 879079952],
            ['ins', 569019066],
            ['ins', 1345246527],
            ['ins', 1279738884],
            ['ins', 329365259],
            ['ins', 3365708295],
            ['ins', 796732648],
            ['ins', 4104718778],
            ['ins', 2034888840],
            ['ins', 2274417079],
            ['ins', 3665801012],
            ['ins', 3713680567],
            ['ins', 3857873293],
            ['has', 3626487179],
            ['has', 1981200738],
            ['has', 3299150810],
            ['has', 879079952],
            ['has', 569019066],
            ['has', 1345246527],
            ['del', 1981200738],
            ['has', 1981200738],
            ['has', 3276243551]]},
   [['ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'full',
     'full',
     'ok',
     True,
     True,
     True,
     True,
     True,
     True,
     True,
     False,
     False],
    [[52, 47], [], [33], [216, 19], [76, 135], [121, 229], [196, 244], [200, 80]]]],
  ['fill 2 m=4 kicks=2',
   {'m': 4,
    'max_kicks': 2,
    'ops': [['ins', 3383446702],
            ['ins', 3102517778],
            ['ins', 551288533],
            ['ins', 427253337],
            ['ins', 630972810],
            ['ins', 261755786],
            ['ins', 2659101998],
            ['ins', 4089137114],
            ['ins', 619206018],
            ['ins', 827057174],
            ['has', 3383446702],
            ['has', 3102517778],
            ['has', 551288533],
            ['has', 427253337],
            ['has', 630972810],
            ['has', 261755786],
            ['del', 3102517778],
            ['has', 3102517778],
            ['has', 3884327477]]},
   [['ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'full',
     'full',
     True,
     True,
     True,
     True,
     True,
     True,
     True,
     False,
     False],
    [[158, 25], [32, 15], [243], [37, 201]]]],
  ['fill 3 m=8 kicks=6',
   {'m': 8,
    'max_kicks': 6,
    'ops': [['ins', 576117675],
            ['ins', 3591995004],
            ['ins', 857862156],
            ['ins', 1433687209],
            ['ins', 301617113],
            ['ins', 3539330867],
            ['ins', 4152333277],
            ['ins', 1466665443],
            ['ins', 1161213858],
            ['ins', 2858962672],
            ['ins', 541647563],
            ['ins', 3757975831],
            ['ins', 3381058760],
            ['ins', 2650519778],
            ['ins', 1327108968],
            ['ins', 718689777],
            ['ins', 2171645977],
            ['ins', 1707898975],
            ['has', 576117675],
            ['has', 3591995004],
            ['has', 857862156],
            ['has', 1433687209],
            ['has', 301617113],
            ['has', 3539330867],
            ['del', 3591995004],
            ['has', 3591995004],
            ['has', 1355596815]]},
   [['ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'full',
     'full',
     'full',
     'full',
     'ok',
     True,
     True,
     True,
     True,
     True,
     True,
     True,
     False,
     False],
    [[87, 170], [85, 34], [69], [32, 210], [17, 51], [247, 201], [], [223, 101]]]],
  ['zero fingerprint byte',
   {'m': 4, 'max_kicks': 3, 'ops': [['ins', 9], ['has', 9], ['ins', 16777225], ['has', 16777225]]},
   [['ok', True, 'ok', True], [[], [1, 1], [], []]]],
  ['triple insert then delete',
   {'m': 4,
    'max_kicks': 3,
    'ops': [['ins', 1023410178],
            ['ins', 1023410178],
            ['ins', 1023410178],
            ['del', 1023410178],
            ['has', 1023410178]]},
   [['ok', 'ok', 'ok', True, True], [[], [], [61], [61]]]],
  ['alternate bucket placement',
   {'m': 8,
    'max_kicks': 2,
    'ops': [['ins', 553648131], ['ins', 620756995], ['ins', 721420291], ['has', 721420291]]},
   [['ok', 'ok', 'ok', True], [[], [], [], [33, 37], [43], [], [], []]]],
  ['insert needs full kick budget',
   {'m': 4,
    'max_kicks': 2,
    'ops': [['ins', 3532591849],
            ['ins', 3312616903],
            ['ins', 927288817],
            ['ins', 436703699],
            ['ins', 3535596479],
            ['ins', 271263656],
            ['ins', 1018485099],
            ['ins', 1318602685],
            ['ins', 3734357799],
            ['has', 3734357799]]},
   [['ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'full', 'full', False],
    [[16], [210, 210], [197, 55], [60, 26]]]],
  ['insert rejected at kick budget',
   {'m': 4,
    'max_kicks': 1,
    'ops': [['ins', 3928427799],
            ['ins', 841794179],
            ['ins', 4137117381],
            ['ins', 2214111069],
            ['ins', 74342131],
            ['ins', 2542867317],
            ['ins', 3143370314],
            ['has', 3143370314]]},
   [['ok', 'ok', 'ok', 'ok', 'full', 'ok', 'ok', True], [[], [246, 131], [151, 187], [234, 50]]]],
  ['one-bucket pressure',
   {'m': 2,
    'max_kicks': 2,
    'ops': [['ins', 285212673],
            ['ins', 570425345],
            ['ins', 855638017],
            ['ins', 1140850689],
            ['ins', 1426063361],
            ['ins', 1711276033],
            ['has', 285212673],
            ['has', 1711276033]]},
   [['ok', 'ok', 'ok', 'ok', 'full', 'full', True, False], [[51, 17], [68, 34]]]]],
 [['fill 0 m=4 kicks=3',
   {'m': 4,
    'max_kicks': 3,
    'ops': [['ins', 754608121],
            ['ins', 1960208437],
            ['ins', 3951175178],
            ['ins', 1064988886],
            ['ins', 3939298075],
            ['ins', 1095070989],
            ['ins', 1643589898],
            ['ins', 3693486421],
            ['ins', 2812500932],
            ['has', 754608121],
            ['has', 1960208437],
            ['has', 3951175178],
            ['has', 1064988886],
            ['has', 3939298075],
            ['has', 1095070989],
            ['del', 1960208437],
            ['has', 1960208437],
            ['has', 584649671]]},
   [['ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'full',
     'ok',
     True,
     True,
     True,
     True,
     True,
     True,
     True,
     False,
     False],
    [[65, 167], [44], [235, 63], [234, 97]]]],
  ['fill 1 m=8 kicks=4',
   {'m': 8,
    'max_kicks': 4,
    'ops': [['ins', 224567547],
            ['ins', 2432915099],
            ['ins', 2215905994],
            ['ins', 671185022],
            ['ins', 3716804100],
            ['ins', 601285828],
            ['ins', 12858679],
            ['ins', 3759422002],
            ['ins', 3853628108],
            ['ins', 2271239656],
            ['ins', 3456356083],
            ['ins', 2687261260],
            ['ins', 3878729198],
            ['ins', 3979473486],
            ['ins', 4034375652],
            ['ins', 1046284924],
            ['has', 224567547],
            ['has', 2432915099],
            ['has', 2215905994],
            ['has', 671185022],
            ['has', 3716804100],
            ['has', 601285828],
            ['del', 2432915099],
            ['has', 2432915099],
            ['has', 1720764829]]},
   [['ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'full',
     'ok',
     'ok',
     'full',
     'full',
     True,
     True,
     True,
     True,
     True,
     True,
     True,
     False,
     False],
    [[135], [], [132, 224], [13], [221, 35], [229, 206], [40, 231], [1, 237]]]],
  ['fill 2 m=4 kicks=2',
   {'m': 4,
    'max_kicks': 2,
    'ops': [['ins', 1632830720],
            ['ins', 1469336575],
            ['ins', 352685739],
            ['ins', 384400481],
            ['ins', 208997603],
            ['ins', 2690591441],
            ['ins', 2236537193],
            ['ins', 3295284666],
            ['ins', 284313747],
            ['ins', 324373489],
            ['has', 1632830720],
            ['has', 1469336575],
            ['has', 352685739],
            ['has', 384400481],
            ['has', 208997603],
            ['has', 2690591441],
            ['del', 1469336575],
            ['has', 1469336575],
            ['has', 528732436]]},
   [['ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'full',
     'full',
     True,
     True,
     True,
     True,
     True,
     True,
     True,
     False,
     False],
    [[97], [133, 160], [21, 196], [12, 22]]]],
  ['fill 3 m=8 kicks=6',
   {'m': 8,
    'max_kicks': 6,
    'ops': [['ins', 1644275844],
            ['ins', 2900757313],
            ['ins', 2988486797],
            ['ins', 179906599],
            ['ins', 287880722],
            ['ins', 171405751],
            ['ins', 3525701444],
            ['ins', 4108271424],
            ['ins', 137937707],
            ['ins', 292658010],
            ['ins', 248385554],
            ['ins', 4191124304],
            ['ins', 2126259745],
            ['ins', 1346195861],
            ['ins', 3499831342],
            ['ins', 3344096474],
            ['ins', 3832504526],
            ['ins', 1756343263],
            ['has', 1644275844],
            ['has', 2900757313],
            ['has', 2988486797],
            ['has', 179906599],
            ['has', 287880722],
            ['has', 171405751],
            ['del', 2900757313],
            ['has', 2900757313],
            ['has', 1733874548]]},
   [['ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'ok',
     'full',
     'full',
     'full',
     True,
     True,
     True,
     True,
     True,
     True,
     True,
     False,
     False],
    [[244, 249], [126], [17, 17], [8], [98, 14], [80, 10], [210, 208], [10, 178]]]],
  ['zero fingerprint byte',
   {'m': 4,
    'max_kicks': 3,
    'ops': [['ins', 10], ['has', 10], ['ins', 16777226], ['has', 16777226]]},
   [['ok', True, 'ok', True], [[], [], [1, 1], []]]],
  ['triple insert then delete',
   {'m': 4,
    'max_kicks': 3,
    'ops': [['ins', 1023410179],
            ['ins', 1023410179],
            ['ins', 1023410179],
            ['del', 1023410179],
            ['has', 1023410179]]},
   [['ok', 'ok', 'ok', True, True], [[], [], [61], [61]]]],
  ['alternate bucket placement',
   {'m': 8,
    'max_kicks': 2,
    'ops': [['ins', 553648131], ['ins', 620756995], ['ins', 754974723], ['has', 754974723]]},
   [['ok', 'ok', 'ok', True], [[], [], [45], [33, 37], [], [], [], []]]],
  ['insert needs full kick budget',
   {'m': 4,
    'max_kicks': 2,
    'ops': [['ins', 348667353],
            ['ins', 1470437433],
            ['ins', 2596314351],
            ['ins', 3605354277],
            ['ins', 2183123397],
            ['ins', 2831721252],
            ['ins', 3982916143],
            ['ins', 1159395843],
            ['has', 1159395843]]},
   [['ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'full', False],
    [[168], [130, 20], [87, 237], [154, 214]]]],
  ['insert rejected at kick budget',
   {'m': 4,
    'max_kicks': 2,
    'ops': [['ins', 3777452496],
            ['ins', 4168010152],
            ['ins', 1415993158],
            ['ins', 2835527604],
            ['ins', 2455083042],
            ['ins', 1654735134],
            ['ins', 2169901690],
            ['ins', 1437706628],
            ['has', 1437706628]]},
   [['ok', 'ok', 'ok', 'ok', 'ok', 'full', 'ok', 'ok', True],
    [[225, 248], [169, 85], [84, 146], [129]]]],
  ['one-bucket pressure',
   {'m': 2,
    'max_kicks': 3,
    'ops': [['ins', 285212673],
            ['ins', 570425345],
            ['ins', 855638017],
            ['ins', 1140850689],
            ['ins', 1426063361],
            ['ins', 1711276033],
            ['has', 285212673],
            ['has', 1711276033]]},
   [['ok', 'ok', 'ok', 'ok', 'full', 'full', True, False], [[51, 17], [68, 34]]]]]]
for label, args, expected in cases[N - 1]:
    check(label, solve(args), expected)
print(json.dumps({"observations": observations, "passed": all(x["passed"] for x in observations)}, ensure_ascii=False))
raise SystemExit(0 if all(x["passed"] for x in observations) else 1)
Boundary fixtureActualExpectedOutcome
fill 0 m=4 kicks=3[['ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'full', True, True, True, True, True, True, True, False, False], [[241, 248], [165], [243, 114], [55, 169]]][['ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'full', True, True, True, True, True, True, True, False, False], [[241, 248], [165], [243, 114], [55, 169]]]Passed
fill 1 m=8 kicks=4[['ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'full', 'ok', 'full', True, True, True, True, True, True, True, False, False], [[76, 226], [206], [241, 170], [248, 177], [29], [75, 176], [10], [166, 87]]][['ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'full', 'ok', 'full', True, True, True, True, True, True, True, False, False], [[76, 226], [206], [241, 170], [248, 177], [29], [75, 176], [10], [166, 87]]]Passed
fill 2 m=4 kicks=2[['ok', 'ok', 'ok', 'ok', 'full', 'ok', 'full', 'ok', 'ok', 'ok', True, True, True, True, False, True, True, False, False], [[91], [63, 15], [235, 123], [225, 34]]][['ok', 'ok', 'ok', 'ok', 'full', 'ok', 'full', 'ok', 'ok', 'ok', True, True, True, True, False, True, True, False, False], [[91], [63, 15], [235, 123], [225, 34]]]Passed
fill 3 m=8 kicks=6[['ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'full', 'ok', 'ok', 'full', 'full', 'full', True, True, True, True, True, True, True, False, False], [[230, 73], [71], [228, 219], [119, 21], [86], [75, 188], [225, 247], [137]]][['ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'full', 'ok', 'ok', 'full', 'full', 'full', True, True, True, True, True, True, True, False, False], [[230, 73], [71], [228, 219], [119, 21], [86], [75, 188], [225, 247], [137]]]Passed
zero fingerprint byte[['ok', True, 'ok', True], [[], [], [1, 1], []]][['ok', True, 'ok', True], [[], [], [1, 1], []]]Passed
triple insert then delete[['ok', 'ok', 'ok', True, True], [[], [], [61], [61]]][['ok', 'ok', 'ok', True, True], [[], [], [61], [61]]]Passed
alternate bucket placement[['ok', 'ok', 'ok', True], [[], [], [37], [33, 37], [], [], [], []]][['ok', 'ok', 'ok', True], [[], [], [37], [33, 37], [], [], [], []]]Passed
insert needs full kick budget[['ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'ok', True], [[49, 144], [120, 112], [94], [96, 159]]][['ok', 'ok', 'ok', 'ok', 'ok', 'ok', 'ok', True], [[49, 144], [120, 112], [94], [96, 159]]]Passed
insert rejected at kick budget[['ok', 'ok', 'ok', 'ok', 'ok', 'full', 'full', 'ok', 'full', False], [[219, 29], [141, 19], [], [82, 226]]][['ok', 'ok', 'ok', 'ok', 'ok', 'full', 'full', 'ok', 'full', False], [[219, 29], [141, 19], [], [82, 226]]]Passed
one-bucket pressure[['ok', 'ok', 'ok', 'ok', 'full', 'full', True, False], [[51, 17], [68, 34]]][['ok', 'ok', 'ok', 'ok', 'full', 'full', True, False], [[51, 17], [68, 34]]]Passed

SHA-256 / c73990fc1d9b9e34d7e3f942a52433612304b6c19cf3d505335ffd505fcb64f9

Verification & scope

A deterministic, bounded teaching model with stipulated constants and pre-hashed or explicitly hashed inputs; it is not a production implementation and makes no claim of conformance to any library or paper beyond the stated contract. This reproducer isolates one failure mechanism. Results cover the supplied fixtures. Variants within a family share a test contract and should remain grouped when constructing evaluation splits. Related mechanisms with a shared evaluation_group must also remain together; these controlled models are not independent production incidents.

Observations recorded using Python 3.12.14 at 2026-09-29T14:48:46.103939+00:00.

Case digest / 88a6007f3865c12be0b2c795d3e2c7356f8d2959a462d15fc1630c0f151f7a80