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FA-73591 / Rate limiter algorithms / Open access

Concurrency limiter with expiring leases: duplicate acquire renews the lease · case 01

A holder re-acquiring extends its lease indefinitely and is told it was granted a new slot.

Verified by executionVariant 1 · 6 checks per implementationDownload source bundle ↓JSON ↗

ROOT CAUSE

Duplicates are recognised only when the pool is full; otherwise the lease is re-granted with a new start.

THE FAILURE

Duplicates are recognised only when the pool is full; otherwise the lease is re-granted with a new start.

Unsuccessful approach: Silently refreshing the start time still extends the lease.

Case contract

Input {max_concurrent, lease_ms, events [[t, op, id]]}. Before every event, leases with start + lease_ms <= t expire. acquire returns "duplicate" (no change) for a held id, "granted" (recording t) when fewer than max_concurrent leases are held, else "rejected". release returns "released" for a held id and "unknown" otherwise, changing nothing. Return [results, sorted held ids].

Why this case matters

Concurrency limiters for workers and database pools use leases so that crashed holders eventually free their slot; expiry and release bookkeeping determine whether slots leak or double-count.

1 / The failure

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

N = 1
observations = []
def solve(x):
    cap = x['max_concurrent']
    D = x['lease_ms']
    held = {}
    out = []
    for t, op, ident in x['events']:
        for k in [k for k, s in held.items() if s + D <= t]:
            del held[k]
        if op == 'acquire':
            if ident in held and len(held) >= cap:
                out.append('duplicate')
            elif len(held) < cap:
                held[ident] = t
                out.append('granted')
            else:
                out.append('rejected')
        else:
            if ident in held:
                del held[ident]
                out.append('released')
            else:
                out.append('unknown')
    return [out, sorted(held)]
def check(label, actual, expected):
    observations.append({"check": label, "actual": actual, "expected": expected, "passed": actual == expected})
cases = [[['lease expires exactly',
   {'events': [[0, 'acquire', 'a'],
               [999, 'acquire', 'b'],
               [1000, 'acquire', 'b'],
               [1501, 'release', 'b']],
    'lease_ms': 1000,
    'max_concurrent': 1},
   [['granted', 'rejected', 'granted', 'released'], []]],
  ['unknown release',
   {'events': [[0, 'acquire', 'a'],
               [10, 'acquire', 'b'],
               [20, 'release', 'zz'],
               [30, 'acquire', 'c'],
               [41, 'release', 'a']],
    'lease_ms': 5000,
    'max_concurrent': 2},
   [['granted', 'granted', 'unknown', 'rejected', 'released'], ['b']]],
  ['duplicate acquire',
   {'events': [[0, 'acquire', 'a'],
               [800, 'acquire', 'a'],
               [1001, 'acquire', 'b'],
               [1100, 'acquire', 'c']],
    'lease_ms': 1000,
    'max_concurrent': 2},
   [['granted', 'duplicate', 'granted', 'granted'], ['b', 'c']]],
  ['release after expiry',
   {'events': [[0, 'acquire', 'a'], [301, 'release', 'a'], [302, 'acquire', 'b']],
    'lease_ms': 300,
    'max_concurrent': 1},
   [['granted', 'unknown', 'granted'], ['b']]],
  ['random leases',
   {'events': [[8, 'acquire', 'b'],
               [172, 'acquire', 'c'],
               [317, 'acquire', 'd'],
               [462, 'acquire', 'a'],
               [606, 'acquire', 'c'],
               [769, 'acquire', 'd'],
               [900, 'acquire', 'a'],
               [1064, 'release', 'a'],
               [1238, 'release', 'b'],
               [1372, 'acquire', 'c'],
               [1516, 'acquire', 'c'],
               [1668, 'acquire', 'd']],
    'lease_ms': 600,
    'max_concurrent': 2},
   [['granted',
     'granted',
     'rejected',
     'rejected',
     'duplicate',
     'granted',
     'granted',
     'released',
     'unknown',
     'granted',
     'duplicate',
     'granted'],
    ['c', 'd']]],
  ['full pool',
   {'events': [[0, 'acquire', 'a'],
               [1, 'acquire', 'b'],
               [2, 'acquire', 'c'],
               [3, 'release', 'a'],
               [5, 'acquire', 'c']],
    'lease_ms': 10000,
    'max_concurrent': 2},
   [['granted', 'granted', 'rejected', 'released', 'granted'], ['b', 'c']]]],
 [['lease expires exactly',
   {'events': [[0, 'acquire', 'a'],
               [999, 'acquire', 'b'],
               [1000, 'acquire', 'b'],
               [1502, 'release', 'b']],
    'lease_ms': 1000,
    'max_concurrent': 1},
   [['granted', 'rejected', 'granted', 'released'], []]],
  ['unknown release',
   {'events': [[0, 'acquire', 'a'],
               [10, 'acquire', 'b'],
               [20, 'release', 'zz'],
               [30, 'acquire', 'c'],
               [42, 'release', 'a']],
    'lease_ms': 5000,
    'max_concurrent': 2},
   [['granted', 'granted', 'unknown', 'rejected', 'released'], ['b']]],
  ['duplicate acquire',
   {'events': [[0, 'acquire', 'a'],
               [800, 'acquire', 'a'],
               [1002, 'acquire', 'b'],
               [1100, 'acquire', 'c']],
    'lease_ms': 1000,
    'max_concurrent': 2},
   [['granted', 'duplicate', 'granted', 'granted'], ['b', 'c']]],
  ['release after expiry',
   {'events': [[0, 'acquire', 'a'], [302, 'release', 'a'], [303, 'acquire', 'b']],
    'lease_ms': 300,
    'max_concurrent': 1},
   [['granted', 'unknown', 'granted'], ['b']]],
  ['random leases',
   {'events': [[20, 'acquire', 'a'],
               [161, 'acquire', 'a'],
               [304, 'release', 'b'],
               [482, 'acquire', 'c'],
               [635, 'acquire', 'b'],
               [780, 'acquire', 'd'],
               [922, 'release', 'c'],
               [1055, 'acquire', 'a'],
               [1209, 'release', 'b'],
               [1366, 'release', 'a'],
               [1534, 'acquire', 'a'],
               [1689, 'acquire', 'b']],
    'lease_ms': 600,
    'max_concurrent': 2},
   [['granted',
     'duplicate',
     'unknown',
     'granted',
     'granted',
     'rejected',
     'released',
     'granted',
     'released',
     'released',
     'granted',
     'granted'],
    ['a', 'b']]],
  ['full pool',
   {'events': [[0, 'acquire', 'a'],
               [1, 'acquire', 'b'],
               [2, 'acquire', 'c'],
               [3, 'release', 'a'],
               [6, 'acquire', 'c']],
    'lease_ms': 10000,
    'max_concurrent': 2},
   [['granted', 'granted', 'rejected', 'released', 'granted'], ['b', 'c']]]],
 [['lease expires exactly',
   {'events': [[0, 'acquire', 'a'],
               [999, 'acquire', 'b'],
               [1000, 'acquire', 'b'],
               [1503, 'release', 'b']],
    'lease_ms': 1000,
    'max_concurrent': 1},
   [['granted', 'rejected', 'granted', 'released'], []]],
  ['unknown release',
   {'events': [[0, 'acquire', 'a'],
               [10, 'acquire', 'b'],
               [20, 'release', 'zz'],
               [30, 'acquire', 'c'],
               [43, 'release', 'a']],
    'lease_ms': 5000,
    'max_concurrent': 2},
   [['granted', 'granted', 'unknown', 'rejected', 'released'], ['b']]],
  ['duplicate acquire',
   {'events': [[0, 'acquire', 'a'],
               [800, 'acquire', 'a'],
               [1003, 'acquire', 'b'],
               [1100, 'acquire', 'c']],
    'lease_ms': 1000,
    'max_concurrent': 2},
   [['granted', 'duplicate', 'granted', 'granted'], ['b', 'c']]],
  ['release after expiry',
   {'events': [[0, 'acquire', 'a'], [303, 'release', 'a'], [304, 'acquire', 'b']],
    'lease_ms': 300,
    'max_concurrent': 1},
   [['granted', 'unknown', 'granted'], ['b']]],
  ['random leases',
   {'events': [[7, 'acquire', 'a'],
               [186, 'release', 'a'],
               [319, 'acquire', 'a'],
               [456, 'acquire', 'c'],
               [610, 'acquire', 'a'],
               [778, 'acquire', 'd'],
               [935, 'acquire', 'c'],
               [1055, 'acquire', 'a'],
               [1219, 'release', 'a'],
               [1368, 'acquire', 'b'],
               [1500, 'acquire', 'a'],
               [1677, 'acquire', 'b']],
    'lease_ms': 600,
    'max_concurrent': 2},
   [['granted',
     'released',
     'granted',
     'granted',
     'duplicate',
     'rejected',
     'duplicate',
     'granted',
     'released',
     'granted',
     'granted',
     'duplicate'],
    ['a', 'b']]],
  ['full pool',
   {'events': [[0, 'acquire', 'a'],
               [1, 'acquire', 'b'],
               [2, 'acquire', 'c'],
               [3, 'release', 'a'],
               [7, 'acquire', 'c']],
    'lease_ms': 10000,
    'max_concurrent': 2},
   [['granted', 'granted', 'rejected', 'released', 'granted'], ['b', 'c']]]],
 [['lease expires exactly',
   {'events': [[0, 'acquire', 'a'],
               [999, 'acquire', 'b'],
               [1000, 'acquire', 'b'],
               [1504, 'release', 'b']],
    'lease_ms': 1000,
    'max_concurrent': 1},
   [['granted', 'rejected', 'granted', 'released'], []]],
  ['unknown release',
   {'events': [[0, 'acquire', 'a'],
               [10, 'acquire', 'b'],
               [20, 'release', 'zz'],
               [30, 'acquire', 'c'],
               [44, 'release', 'a']],
    'lease_ms': 5000,
    'max_concurrent': 2},
   [['granted', 'granted', 'unknown', 'rejected', 'released'], ['b']]],
  ['duplicate acquire',
   {'events': [[0, 'acquire', 'a'],
               [800, 'acquire', 'a'],
               [1004, 'acquire', 'b'],
               [1100, 'acquire', 'c']],
    'lease_ms': 1000,
    'max_concurrent': 2},
   [['granted', 'duplicate', 'granted', 'granted'], ['b', 'c']]],
  ['release after expiry',
   {'events': [[0, 'acquire', 'a'], [304, 'release', 'a'], [305, 'acquire', 'b']],
    'lease_ms': 300,
    'max_concurrent': 1},
   [['granted', 'unknown', 'granted'], ['b']]],
  ['random leases',
   {'events': [[9, 'acquire', 'c'],
               [172, 'acquire', 'd'],
               [315, 'acquire', 'a'],
               [473, 'acquire', 'a'],
               [611, 'acquire', 'd'],
               [785, 'acquire', 'c'],
               [926, 'release', 'd'],
               [1088, 'release', 'd'],
               [1239, 'acquire', 'a'],
               [1373, 'release', 'b'],
               [1536, 'release', 'a'],
               [1672, 'acquire', 'a']],
    'lease_ms': 600,
    'max_concurrent': 2},
   [['granted',
     'granted',
     'rejected',
     'rejected',
     'duplicate',
     'granted',
     'unknown',
     'unknown',
     'granted',
     'unknown',
     'released',
     'granted'],
    ['a']]],
  ['full pool',
   {'events': [[0, 'acquire', 'a'],
               [1, 'acquire', 'b'],
               [2, 'acquire', 'c'],
               [3, 'release', 'a'],
               [8, 'acquire', 'c']],
    'lease_ms': 10000,
    'max_concurrent': 2},
   [['granted', 'granted', 'rejected', 'released', 'granted'], ['b', 'c']]]],
 [['lease expires exactly',
   {'events': [[0, 'acquire', 'a'],
               [999, 'acquire', 'b'],
               [1000, 'acquire', 'b'],
               [1505, 'release', 'b']],
    'lease_ms': 1000,
    'max_concurrent': 1},
   [['granted', 'rejected', 'granted', 'released'], []]],
  ['unknown release',
   {'events': [[0, 'acquire', 'a'],
               [10, 'acquire', 'b'],
               [20, 'release', 'zz'],
               [30, 'acquire', 'c'],
               [45, 'release', 'a']],
    'lease_ms': 5000,
    'max_concurrent': 2},
   [['granted', 'granted', 'unknown', 'rejected', 'released'], ['b']]],
  ['duplicate acquire',
   {'events': [[0, 'acquire', 'a'],
               [800, 'acquire', 'a'],
               [1005, 'acquire', 'b'],
               [1100, 'acquire', 'c']],
    'lease_ms': 1000,
    'max_concurrent': 2},
   [['granted', 'duplicate', 'granted', 'granted'], ['b', 'c']]],
  ['release after expiry',
   {'events': [[0, 'acquire', 'a'], [305, 'release', 'a'], [306, 'acquire', 'b']],
    'lease_ms': 300,
    'max_concurrent': 1},
   [['granted', 'unknown', 'granted'], ['b']]],
  ['random leases',
   {'events': [[14, 'acquire', 'b'],
               [177, 'release', 'a'],
               [334, 'release', 'd'],
               [476, 'acquire', 'a'],
               [631, 'release', 'a'],
               [764, 'acquire', 'b'],
               [901, 'acquire', 'a'],
               [1084, 'release', 'b'],
               [1200, 'acquire', 'b'],
               [1376, 'release', 'd'],
               [1506, 'release', 'a'],
               [1680, 'acquire', 'a']],
    'lease_ms': 600,
    'max_concurrent': 2},
   [['granted',
     'unknown',
     'unknown',
     'granted',
     'released',
     'granted',
     'granted',
     'released',
     'granted',
     'unknown',
     'unknown',
     'granted'],
    ['a', 'b']]],
  ['full pool',
   {'events': [[0, 'acquire', 'a'],
               [1, 'acquire', 'b'],
               [2, 'acquire', 'c'],
               [3, 'release', 'a'],
               [9, 'acquire', 'c']],
    'lease_ms': 10000,
    'max_concurrent': 2},
   [['granted', 'granted', 'rejected', 'released', 'granted'], ['b', 'c']]]]]
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
lease expires exactly[['granted', 'rejected', 'granted', 'released'], []][['granted', 'rejected', 'granted', 'released'], []]Passed
unknown release[['granted', 'granted', 'unknown', 'rejected', 'released'], ['b']][['granted', 'granted', 'unknown', 'rejected', 'released'], ['b']]Passed
duplicate acquire[['granted', 'granted', 'granted', 'rejected'], ['a', 'b']][['granted', 'duplicate', 'granted', 'granted'], ['b', 'c']]Failed
release after expiry[['granted', 'unknown', 'granted'], ['b']][['granted', 'unknown', 'granted'], ['b']]Passed
random leases[['granted', 'granted', 'rejected', 'rejected', 'duplicate', 'granted', 'granted', 'released', 'unknown', 'granted', 'granted', 'granted'], ['c', 'd']][['granted', 'granted', 'rejected', 'rejected', 'duplicate', 'granted', 'granted', 'released', 'unknown', 'granted', 'duplicate', 'granted'], ['c', 'd']]Failed
full pool[['granted', 'granted', 'rejected', 'released', 'granted'], ['b', 'c']][['granted', 'granted', 'rejected', 'released', 'granted'], ['b', 'c']]Passed

SHA-256 / 19dae926b284deb33f50e96d91933658d0eb556ed3597e1f6805cca204a6df93

2 / The unsuccessful fix

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

N = 1
observations = []
def solve(x):
    cap = x['max_concurrent']
    D = x['lease_ms']
    held = {}
    out = []
    for t, op, ident in x['events']:
        for k in [k for k, s in held.items() if s + D <= t]:
            del held[k]
        if op == 'acquire':
            if ident in held:
                held[ident] = t
                out.append('duplicate')
            elif len(held) < cap:
                held[ident] = t
                out.append('granted')
            else:
                out.append('rejected')
        else:
            if ident in held:
                del held[ident]
                out.append('released')
            else:
                out.append('unknown')
    return [out, sorted(held)]
def check(label, actual, expected):
    observations.append({"check": label, "actual": actual, "expected": expected, "passed": actual == expected})
cases = [[['lease expires exactly',
   {'events': [[0, 'acquire', 'a'],
               [999, 'acquire', 'b'],
               [1000, 'acquire', 'b'],
               [1501, 'release', 'b']],
    'lease_ms': 1000,
    'max_concurrent': 1},
   [['granted', 'rejected', 'granted', 'released'], []]],
  ['unknown release',
   {'events': [[0, 'acquire', 'a'],
               [10, 'acquire', 'b'],
               [20, 'release', 'zz'],
               [30, 'acquire', 'c'],
               [41, 'release', 'a']],
    'lease_ms': 5000,
    'max_concurrent': 2},
   [['granted', 'granted', 'unknown', 'rejected', 'released'], ['b']]],
  ['duplicate acquire',
   {'events': [[0, 'acquire', 'a'],
               [800, 'acquire', 'a'],
               [1001, 'acquire', 'b'],
               [1100, 'acquire', 'c']],
    'lease_ms': 1000,
    'max_concurrent': 2},
   [['granted', 'duplicate', 'granted', 'granted'], ['b', 'c']]],
  ['release after expiry',
   {'events': [[0, 'acquire', 'a'], [301, 'release', 'a'], [302, 'acquire', 'b']],
    'lease_ms': 300,
    'max_concurrent': 1},
   [['granted', 'unknown', 'granted'], ['b']]],
  ['random leases',
   {'events': [[8, 'acquire', 'b'],
               [172, 'acquire', 'c'],
               [317, 'acquire', 'd'],
               [462, 'acquire', 'a'],
               [606, 'acquire', 'c'],
               [769, 'acquire', 'd'],
               [900, 'acquire', 'a'],
               [1064, 'release', 'a'],
               [1238, 'release', 'b'],
               [1372, 'acquire', 'c'],
               [1516, 'acquire', 'c'],
               [1668, 'acquire', 'd']],
    'lease_ms': 600,
    'max_concurrent': 2},
   [['granted',
     'granted',
     'rejected',
     'rejected',
     'duplicate',
     'granted',
     'granted',
     'released',
     'unknown',
     'granted',
     'duplicate',
     'granted'],
    ['c', 'd']]],
  ['full pool',
   {'events': [[0, 'acquire', 'a'],
               [1, 'acquire', 'b'],
               [2, 'acquire', 'c'],
               [3, 'release', 'a'],
               [5, 'acquire', 'c']],
    'lease_ms': 10000,
    'max_concurrent': 2},
   [['granted', 'granted', 'rejected', 'released', 'granted'], ['b', 'c']]]],
 [['lease expires exactly',
   {'events': [[0, 'acquire', 'a'],
               [999, 'acquire', 'b'],
               [1000, 'acquire', 'b'],
               [1502, 'release', 'b']],
    'lease_ms': 1000,
    'max_concurrent': 1},
   [['granted', 'rejected', 'granted', 'released'], []]],
  ['unknown release',
   {'events': [[0, 'acquire', 'a'],
               [10, 'acquire', 'b'],
               [20, 'release', 'zz'],
               [30, 'acquire', 'c'],
               [42, 'release', 'a']],
    'lease_ms': 5000,
    'max_concurrent': 2},
   [['granted', 'granted', 'unknown', 'rejected', 'released'], ['b']]],
  ['duplicate acquire',
   {'events': [[0, 'acquire', 'a'],
               [800, 'acquire', 'a'],
               [1002, 'acquire', 'b'],
               [1100, 'acquire', 'c']],
    'lease_ms': 1000,
    'max_concurrent': 2},
   [['granted', 'duplicate', 'granted', 'granted'], ['b', 'c']]],
  ['release after expiry',
   {'events': [[0, 'acquire', 'a'], [302, 'release', 'a'], [303, 'acquire', 'b']],
    'lease_ms': 300,
    'max_concurrent': 1},
   [['granted', 'unknown', 'granted'], ['b']]],
  ['random leases',
   {'events': [[20, 'acquire', 'a'],
               [161, 'acquire', 'a'],
               [304, 'release', 'b'],
               [482, 'acquire', 'c'],
               [635, 'acquire', 'b'],
               [780, 'acquire', 'd'],
               [922, 'release', 'c'],
               [1055, 'acquire', 'a'],
               [1209, 'release', 'b'],
               [1366, 'release', 'a'],
               [1534, 'acquire', 'a'],
               [1689, 'acquire', 'b']],
    'lease_ms': 600,
    'max_concurrent': 2},
   [['granted',
     'duplicate',
     'unknown',
     'granted',
     'granted',
     'rejected',
     'released',
     'granted',
     'released',
     'released',
     'granted',
     'granted'],
    ['a', 'b']]],
  ['full pool',
   {'events': [[0, 'acquire', 'a'],
               [1, 'acquire', 'b'],
               [2, 'acquire', 'c'],
               [3, 'release', 'a'],
               [6, 'acquire', 'c']],
    'lease_ms': 10000,
    'max_concurrent': 2},
   [['granted', 'granted', 'rejected', 'released', 'granted'], ['b', 'c']]]],
 [['lease expires exactly',
   {'events': [[0, 'acquire', 'a'],
               [999, 'acquire', 'b'],
               [1000, 'acquire', 'b'],
               [1503, 'release', 'b']],
    'lease_ms': 1000,
    'max_concurrent': 1},
   [['granted', 'rejected', 'granted', 'released'], []]],
  ['unknown release',
   {'events': [[0, 'acquire', 'a'],
               [10, 'acquire', 'b'],
               [20, 'release', 'zz'],
               [30, 'acquire', 'c'],
               [43, 'release', 'a']],
    'lease_ms': 5000,
    'max_concurrent': 2},
   [['granted', 'granted', 'unknown', 'rejected', 'released'], ['b']]],
  ['duplicate acquire',
   {'events': [[0, 'acquire', 'a'],
               [800, 'acquire', 'a'],
               [1003, 'acquire', 'b'],
               [1100, 'acquire', 'c']],
    'lease_ms': 1000,
    'max_concurrent': 2},
   [['granted', 'duplicate', 'granted', 'granted'], ['b', 'c']]],
  ['release after expiry',
   {'events': [[0, 'acquire', 'a'], [303, 'release', 'a'], [304, 'acquire', 'b']],
    'lease_ms': 300,
    'max_concurrent': 1},
   [['granted', 'unknown', 'granted'], ['b']]],
  ['random leases',
   {'events': [[7, 'acquire', 'a'],
               [186, 'release', 'a'],
               [319, 'acquire', 'a'],
               [456, 'acquire', 'c'],
               [610, 'acquire', 'a'],
               [778, 'acquire', 'd'],
               [935, 'acquire', 'c'],
               [1055, 'acquire', 'a'],
               [1219, 'release', 'a'],
               [1368, 'acquire', 'b'],
               [1500, 'acquire', 'a'],
               [1677, 'acquire', 'b']],
    'lease_ms': 600,
    'max_concurrent': 2},
   [['granted',
     'released',
     'granted',
     'granted',
     'duplicate',
     'rejected',
     'duplicate',
     'granted',
     'released',
     'granted',
     'granted',
     'duplicate'],
    ['a', 'b']]],
  ['full pool',
   {'events': [[0, 'acquire', 'a'],
               [1, 'acquire', 'b'],
               [2, 'acquire', 'c'],
               [3, 'release', 'a'],
               [7, 'acquire', 'c']],
    'lease_ms': 10000,
    'max_concurrent': 2},
   [['granted', 'granted', 'rejected', 'released', 'granted'], ['b', 'c']]]],
 [['lease expires exactly',
   {'events': [[0, 'acquire', 'a'],
               [999, 'acquire', 'b'],
               [1000, 'acquire', 'b'],
               [1504, 'release', 'b']],
    'lease_ms': 1000,
    'max_concurrent': 1},
   [['granted', 'rejected', 'granted', 'released'], []]],
  ['unknown release',
   {'events': [[0, 'acquire', 'a'],
               [10, 'acquire', 'b'],
               [20, 'release', 'zz'],
               [30, 'acquire', 'c'],
               [44, 'release', 'a']],
    'lease_ms': 5000,
    'max_concurrent': 2},
   [['granted', 'granted', 'unknown', 'rejected', 'released'], ['b']]],
  ['duplicate acquire',
   {'events': [[0, 'acquire', 'a'],
               [800, 'acquire', 'a'],
               [1004, 'acquire', 'b'],
               [1100, 'acquire', 'c']],
    'lease_ms': 1000,
    'max_concurrent': 2},
   [['granted', 'duplicate', 'granted', 'granted'], ['b', 'c']]],
  ['release after expiry',
   {'events': [[0, 'acquire', 'a'], [304, 'release', 'a'], [305, 'acquire', 'b']],
    'lease_ms': 300,
    'max_concurrent': 1},
   [['granted', 'unknown', 'granted'], ['b']]],
  ['random leases',
   {'events': [[9, 'acquire', 'c'],
               [172, 'acquire', 'd'],
               [315, 'acquire', 'a'],
               [473, 'acquire', 'a'],
               [611, 'acquire', 'd'],
               [785, 'acquire', 'c'],
               [926, 'release', 'd'],
               [1088, 'release', 'd'],
               [1239, 'acquire', 'a'],
               [1373, 'release', 'b'],
               [1536, 'release', 'a'],
               [1672, 'acquire', 'a']],
    'lease_ms': 600,
    'max_concurrent': 2},
   [['granted',
     'granted',
     'rejected',
     'rejected',
     'duplicate',
     'granted',
     'unknown',
     'unknown',
     'granted',
     'unknown',
     'released',
     'granted'],
    ['a']]],
  ['full pool',
   {'events': [[0, 'acquire', 'a'],
               [1, 'acquire', 'b'],
               [2, 'acquire', 'c'],
               [3, 'release', 'a'],
               [8, 'acquire', 'c']],
    'lease_ms': 10000,
    'max_concurrent': 2},
   [['granted', 'granted', 'rejected', 'released', 'granted'], ['b', 'c']]]],
 [['lease expires exactly',
   {'events': [[0, 'acquire', 'a'],
               [999, 'acquire', 'b'],
               [1000, 'acquire', 'b'],
               [1505, 'release', 'b']],
    'lease_ms': 1000,
    'max_concurrent': 1},
   [['granted', 'rejected', 'granted', 'released'], []]],
  ['unknown release',
   {'events': [[0, 'acquire', 'a'],
               [10, 'acquire', 'b'],
               [20, 'release', 'zz'],
               [30, 'acquire', 'c'],
               [45, 'release', 'a']],
    'lease_ms': 5000,
    'max_concurrent': 2},
   [['granted', 'granted', 'unknown', 'rejected', 'released'], ['b']]],
  ['duplicate acquire',
   {'events': [[0, 'acquire', 'a'],
               [800, 'acquire', 'a'],
               [1005, 'acquire', 'b'],
               [1100, 'acquire', 'c']],
    'lease_ms': 1000,
    'max_concurrent': 2},
   [['granted', 'duplicate', 'granted', 'granted'], ['b', 'c']]],
  ['release after expiry',
   {'events': [[0, 'acquire', 'a'], [305, 'release', 'a'], [306, 'acquire', 'b']],
    'lease_ms': 300,
    'max_concurrent': 1},
   [['granted', 'unknown', 'granted'], ['b']]],
  ['random leases',
   {'events': [[14, 'acquire', 'b'],
               [177, 'release', 'a'],
               [334, 'release', 'd'],
               [476, 'acquire', 'a'],
               [631, 'release', 'a'],
               [764, 'acquire', 'b'],
               [901, 'acquire', 'a'],
               [1084, 'release', 'b'],
               [1200, 'acquire', 'b'],
               [1376, 'release', 'd'],
               [1506, 'release', 'a'],
               [1680, 'acquire', 'a']],
    'lease_ms': 600,
    'max_concurrent': 2},
   [['granted',
     'unknown',
     'unknown',
     'granted',
     'released',
     'granted',
     'granted',
     'released',
     'granted',
     'unknown',
     'unknown',
     'granted'],
    ['a', 'b']]],
  ['full pool',
   {'events': [[0, 'acquire', 'a'],
               [1, 'acquire', 'b'],
               [2, 'acquire', 'c'],
               [3, 'release', 'a'],
               [9, 'acquire', 'c']],
    'lease_ms': 10000,
    'max_concurrent': 2},
   [['granted', 'granted', 'rejected', 'released', 'granted'], ['b', 'c']]]]]
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
lease expires exactly[['granted', 'rejected', 'granted', 'released'], []][['granted', 'rejected', 'granted', 'released'], []]Passed
unknown release[['granted', 'granted', 'unknown', 'rejected', 'released'], ['b']][['granted', 'granted', 'unknown', 'rejected', 'released'], ['b']]Passed
duplicate acquire[['granted', 'duplicate', 'granted', 'rejected'], ['a', 'b']][['granted', 'duplicate', 'granted', 'granted'], ['b', 'c']]Failed
release after expiry[['granted', 'unknown', 'granted'], ['b']][['granted', 'unknown', 'granted'], ['b']]Passed
random leases[['granted', 'granted', 'rejected', 'rejected', 'duplicate', 'granted', 'rejected', 'unknown', 'unknown', 'granted', 'duplicate', 'granted'], ['c', 'd']][['granted', 'granted', 'rejected', 'rejected', 'duplicate', 'granted', 'granted', 'released', 'unknown', 'granted', 'duplicate', 'granted'], ['c', 'd']]Failed
full pool[['granted', 'granted', 'rejected', 'released', 'granted'], ['b', 'c']][['granted', 'granted', 'rejected', 'released', 'granted'], ['b', 'c']]Passed

SHA-256 / 9b97ad5f5ade185dad2ee5d8c9bbfc07bac315b252759e00c5ba8c43e8228a12

HELD IN THE MEMBER ARCHIVE

The verified repair and its recorded checks are member-only.

This mechanism has 6 recorded checks per implementation. The open-access tier publishes the failure and the unsuccessful fix; the repaired source that passes every check, and the observations that prove it, are available to members.

Every case sharing this mechanism uses the same contract and the same repair, so this one record is held back for all of them.

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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 2026-09-29T14:48:48.966336+00:00.

Case digest / 80c940f6298290993861e87a401de1b0b7e9c4eca346e275f3dabb7a4e44ab36