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FA-85241 / Fantasy sports scoring / Open access

Unused substitute receives an appearance point · case 01

A goalkeeper who never left the bench scores 1 point.

Verified by executionVariant 1 · 7 checks per implementationDownload source bundle ↓JSON ↗

ROOT CAUSE

Players with zero minutes are scored like a 1-59 minute appearance.

VERIFIED REPAIR

Return 0 immediately for zero minutes.

Unsuccessful approach: Zeroing only the appearance point still charges bench bookings.

Case contract

Score an association-football fantasy player. 0 minutes scores 0 (even cards shown on the bench). Appearance 1, or 2 for 60+ minutes. Goals GK/DEF 6, MID 5, FWD 4; assist 3. Clean sheet (0 conceded while on pitch, 60+ minutes) GK/DEF 4, MID 1. GK/DEF lose 1 per 2 goals conceded (floor). GK +1 per 3 saves. Penalty save 5, penalty miss -2, own goal -2. A red card is -3 and replaces any yellow (-1).

Why this case matters

Position-dependent values and minute thresholds are the heart of football fantasy scoring.

1 / The failure

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

N = 1
observations = []
def solve(p):
    pos = p['pos']
    pts = 2 if p['minutes'] >= 60 else 1
    pts += p['goals'] * {'GK': 6, 'DEF': 6, 'MID': 5, 'FWD': 4}[pos]
    pts += p['assists'] * 3
    if p['conceded'] == 0 and p['minutes'] >= 60:
        pts += {'GK': 4, 'DEF': 4, 'MID': 1, 'FWD': 0}[pos]
    if pos in ('GK', 'DEF'):
        pts -= p['conceded'] // 2
    if pos == 'GK':
        pts += p['saves'] // 3
    pts += p['pen_saved'] * 5 - p['pen_missed'] * 2 - p['own_goals'] * 2
    if p['red']:
        pts -= 3
    elif p['yellow']:
        pts -= 1
    return pts
def check(label, actual, expected):
    observations.append({"check": label, "actual": actual, "expected": expected, "passed": actual == expected})
fixtures = [[('regression: unused bench player',
   [{'assists': 0,
     'conceded': 0,
     'goals': 0,
     'minutes': 0,
     'own_goals': 0,
     'pen_missed': 0,
     'pen_saved': 0,
     'pos': 'DEF',
     'red': True,
     'saves': 0,
     'yellow': False}],
   0),
  ('partial repair probe: unused bench player',
   [{'assists': 0,
     'conceded': 0,
     'goals': 0,
     'minutes': 0,
     'own_goals': 0,
     'pen_missed': 0,
     'pen_saved': 0,
     'pos': 'MID',
     'red': False,
     'saves': 0,
     'yellow': True}],
   0),
  ('second regression',
   [{'assists': 0,
     'conceded': 0,
     'goals': 0,
     'minutes': 0,
     'own_goals': 0,
     'pen_missed': 0,
     'pen_saved': 0,
     'pos': 'DEF',
     'red': False,
     'saves': 0,
     'yellow': False}],
   0),
  ('normal control 1',
   [{'assists': 1,
     'conceded': 3,
     'goals': 2,
     'minutes': 46,
     'own_goals': 0,
     'pen_missed': 1,
     'pen_saved': 0,
     'pos': 'GK',
     'red': False,
     'saves': 3,
     'yellow': False}],
   14),
  ('normal control 2',
   [{'assists': 1,
     'conceded': 3,
     'goals': 2,
     'minutes': 61,
     'own_goals': 0,
     'pen_missed': 0,
     'pen_saved': 0,
     'pos': 'GK',
     'red': False,
     'saves': 5,
     'yellow': False}],
   17),
  ('normal control 3',
   [{'assists': 2,
     'conceded': 1,
     'goals': 0,
     'minutes': 59,
     'own_goals': 0,
     'pen_missed': 1,
     'pen_saved': 0,
     'pos': 'FWD',
     'red': False,
     'saves': 0,
     'yellow': True}],
   4),
  ('normal control 4',
   [{'assists': 0,
     'conceded': 2,
     'goals': 0,
     'minutes': 60,
     'own_goals': 1,
     'pen_missed': 0,
     'pen_saved': 0,
     'pos': 'GK',
     'red': False,
     'saves': 3,
     'yellow': False}],
   0)],
 [('regression: unused bench player',
   [{'assists': 0,
     'conceded': 0,
     'goals': 0,
     'minutes': 0,
     'own_goals': 0,
     'pen_missed': 0,
     'pen_saved': 0,
     'pos': 'FWD',
     'red': False,
     'saves': 0,
     'yellow': False}],
   0),
  ('partial repair probe: unused bench player',
   [{'assists': 0,
     'conceded': 0,
     'goals': 0,
     'minutes': 0,
     'own_goals': 0,
     'pen_missed': 0,
     'pen_saved': 0,
     'pos': 'GK',
     'red': False,
     'saves': 0,
     'yellow': True}],
   0),
  ('second regression',
   [{'assists': 0,
     'conceded': 0,
     'goals': 0,
     'minutes': 0,
     'own_goals': 0,
     'pen_missed': 0,
     'pen_saved': 0,
     'pos': 'MID',
     'red': False,
     'saves': 0,
     'yellow': False}],
   0),
  ('normal control 1',
   [{'assists': 0,
     'conceded': 0,
     'goals': 2,
     'minutes': 60,
     'own_goals': 0,
     'pen_missed': 1,
     'pen_saved': 0,
     'pos': 'GK',
     'red': False,
     'saves': 4,
     'yellow': False}],
   17),
  ('normal control 2',
   [{'assists': 2,
     'conceded': 0,
     'goals': 1,
     'minutes': 60,
     'own_goals': 1,
     'pen_missed': 0,
     'pen_saved': 0,
     'pos': 'FWD',
     'red': False,
     'saves': 0,
     'yellow': False}],
   10),
  ('normal control 3',
   [{'assists': 2,
     'conceded': 4,
     'goals': 0,
     'minutes': 60,
     'own_goals': 0,
     'pen_missed': 1,
     'pen_saved': 0,
     'pos': 'GK',
     'red': False,
     'saves': 5,
     'yellow': True}],
   4),
  ('normal control 4',
   [{'assists': 1,
     'conceded': 4,
     'goals': 1,
     'minutes': 46,
     'own_goals': 1,
     'pen_missed': 1,
     'pen_saved': 0,
     'pos': 'MID',
     'red': False,
     'saves': 0,
     'yellow': False}],
   5)],
 [('regression: unused bench player',
   [{'assists': 0,
     'conceded': 0,
     'goals': 0,
     'minutes': 0,
     'own_goals': 0,
     'pen_missed': 0,
     'pen_saved': 0,
     'pos': 'FWD',
     'red': False,
     'saves': 0,
     'yellow': False}],
   0),
  ('partial repair probe: unused bench player',
   [{'assists': 0,
     'conceded': 0,
     'goals': 0,
     'minutes': 0,
     'own_goals': 0,
     'pen_missed': 0,
     'pen_saved': 0,
     'pos': 'FWD',
     'red': False,
     'saves': 0,
     'yellow': True}],
   0),
  ('second regression',
   [{'assists': 0,
     'conceded': 0,
     'goals': 0,
     'minutes': 0,
     'own_goals': 0,
     'pen_missed': 0,
     'pen_saved': 0,
     'pos': 'DEF',
     'red': True,
     'saves': 0,
     'yellow': False}],
   0),
  ('normal control 1',
   [{'assists': 1,
     'conceded': 3,
     'goals': 0,
     'minutes': 45,
     'own_goals': 1,
     'pen_missed': 1,
     'pen_saved': 0,
     'pos': 'MID',
     'red': False,
     'saves': 0,
     'yellow': False}],
   0),
  ('normal control 2',
   [{'assists': 0,
     'conceded': 0,
     'goals': 0,
     'minutes': 45,
     'own_goals': 0,
     'pen_missed': 0,
     'pen_saved': 0,
     'pos': 'DEF',
     'red': True,
     'saves': 0,
     'yellow': True}],
   -2),
  ('normal control 3',
   [{'assists': 2,
     'conceded': 1,
     'goals': 1,
     'minutes': 45,
     'own_goals': 1,
     'pen_missed': 1,
     'pen_saved': 0,
     'pos': 'DEF',
     'red': False,
     'saves': 0,
     'yellow': False}],
   9),
  ('normal control 4',
   [{'assists': 0,
     'conceded': 2,
     'goals': 1,
     'minutes': 61,
     'own_goals': 1,
     'pen_missed': 1,
     'pen_saved': 0,
     'pos': 'DEF',
     'red': False,
     'saves': 0,
     'yellow': False}],
   3)],
 [('regression: unused bench player',
   [{'assists': 0,
     'conceded': 0,
     'goals': 0,
     'minutes': 0,
     'own_goals': 0,
     'pen_missed': 0,
     'pen_saved': 0,
     'pos': 'DEF',
     'red': False,
     'saves': 0,
     'yellow': False}],
   0),
  ('partial repair probe: unused bench player',
   [{'assists': 0,
     'conceded': 0,
     'goals': 0,
     'minutes': 0,
     'own_goals': 0,
     'pen_missed': 0,
     'pen_saved': 0,
     'pos': 'DEF',
     'red': False,
     'saves': 0,
     'yellow': True}],
   0),
  ('second regression',
   [{'assists': 0,
     'conceded': 0,
     'goals': 0,
     'minutes': 0,
     'own_goals': 0,
     'pen_missed': 0,
     'pen_saved': 0,
     'pos': 'MID',
     'red': False,
     'saves': 0,
     'yellow': False}],
   0),
  ('normal control 1',
   [{'assists': 1,
     'conceded': 3,
     'goals': 0,
     'minutes': 60,
     'own_goals': 0,
     'pen_missed': 0,
     'pen_saved': 0,
     'pos': 'DEF',
     'red': False,
     'saves': 0,
     'yellow': True}],
   3),
  ('normal control 2',
   [{'assists': 2,
     'conceded': 1,
     'goals': 2,
     'minutes': 59,
     'own_goals': 0,
     'pen_missed': 1,
     'pen_saved': 0,
     'pos': 'GK',
     'red': False,
     'saves': 3,
     'yellow': False}],
   18),
  ('normal control 3',
   [{'assists': 2,
     'conceded': 0,
     'goals': 0,
     'minutes': 59,
     'own_goals': 0,
     'pen_missed': 0,
     'pen_saved': 0,
     'pos': 'FWD',
     'red': False,
     'saves': 0,
     'yellow': False}],
   7),
  ('normal control 4',
   [{'assists': 0,
     'conceded': 0,
     'goals': 0,
     'minutes': 90,
     'own_goals': 0,
     'pen_missed': 1,
     'pen_saved': 0,
     'pos': 'GK',
     'red': False,
     'saves': 2,
     'yellow': False}],
   4)],
 [('regression: unused bench player',
   [{'assists': 0,
     'conceded': 0,
     'goals': 0,
     'minutes': 0,
     'own_goals': 0,
     'pen_missed': 0,
     'pen_saved': 0,
     'pos': 'DEF',
     'red': True,
     'saves': 0,
     'yellow': False}],
   0),
  ('partial repair probe: unused bench player',
   [{'assists': 0,
     'conceded': 0,
     'goals': 0,
     'minutes': 0,
     'own_goals': 0,
     'pen_missed': 0,
     'pen_saved': 0,
     'pos': 'FWD',
     'red': True,
     'saves': 0,
     'yellow': False}],
   0),
  ('second regression',
   [{'assists': 0,
     'conceded': 0,
     'goals': 0,
     'minutes': 0,
     'own_goals': 0,
     'pen_missed': 0,
     'pen_saved': 0,
     'pos': 'FWD',
     'red': False,
     'saves': 0,
     'yellow': False}],
   0),
  ('normal control 1',
   [{'assists': 0,
     'conceded': 0,
     'goals': 0,
     'minutes': 59,
     'own_goals': 0,
     'pen_missed': 0,
     'pen_saved': 0,
     'pos': 'GK',
     'red': False,
     'saves': 2,
     'yellow': False}],
   1),
  ('normal control 2',
   [{'assists': 0,
     'conceded': 1,
     'goals': 2,
     'minutes': 61,
     'own_goals': 1,
     'pen_missed': 0,
     'pen_saved': 0,
     'pos': 'DEF',
     'red': False,
     'saves': 0,
     'yellow': False}],
   12),
  ('normal control 3',
   [{'assists': 1,
     'conceded': 0,
     'goals': 0,
     'minutes': 90,
     'own_goals': 0,
     'pen_missed': 0,
     'pen_saved': 0,
     'pos': 'DEF',
     'red': False,
     'saves': 0,
     'yellow': False}],
   9),
  ('normal control 4',
   [{'assists': 2,
     'conceded': 2,
     'goals': 0,
     'minutes': 45,
     'own_goals': 1,
     'pen_missed': 0,
     'pen_saved': 0,
     'pos': 'MID',
     'red': False,
     'saves': 0,
     'yellow': False}],
   5)]]
for label, args, expected in fixtures[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
regression: unused bench player-20Failed
partial repair probe: unused bench player00Passed
second regression10Failed
normal control 11414Passed
normal control 21717Passed
normal control 344Passed
normal control 400Passed

SHA-256 / 3f576d66166156e25e27a810eaf4e983ad130ca4d4e8fd2660a87e26b22b4d30

2 / The unsuccessful fix

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

N = 1
observations = []
def solve(p):
    pos = p['pos']
    pts = 2 if p['minutes'] >= 60 else (1 if p['minutes'] else 0)
    pts += p['goals'] * {'GK': 6, 'DEF': 6, 'MID': 5, 'FWD': 4}[pos]
    pts += p['assists'] * 3
    if p['conceded'] == 0 and p['minutes'] >= 60:
        pts += {'GK': 4, 'DEF': 4, 'MID': 1, 'FWD': 0}[pos]
    if pos in ('GK', 'DEF'):
        pts -= p['conceded'] // 2
    if pos == 'GK':
        pts += p['saves'] // 3
    pts += p['pen_saved'] * 5 - p['pen_missed'] * 2 - p['own_goals'] * 2
    if p['red']:
        pts -= 3
    elif p['yellow']:
        pts -= 1
    return pts
def check(label, actual, expected):
    observations.append({"check": label, "actual": actual, "expected": expected, "passed": actual == expected})
fixtures = [[('regression: unused bench player',
   [{'assists': 0,
     'conceded': 0,
     'goals': 0,
     'minutes': 0,
     'own_goals': 0,
     'pen_missed': 0,
     'pen_saved': 0,
     'pos': 'DEF',
     'red': True,
     'saves': 0,
     'yellow': False}],
   0),
  ('partial repair probe: unused bench player',
   [{'assists': 0,
     'conceded': 0,
     'goals': 0,
     'minutes': 0,
     'own_goals': 0,
     'pen_missed': 0,
     'pen_saved': 0,
     'pos': 'MID',
     'red': False,
     'saves': 0,
     'yellow': True}],
   0),
  ('second regression',
   [{'assists': 0,
     'conceded': 0,
     'goals': 0,
     'minutes': 0,
     'own_goals': 0,
     'pen_missed': 0,
     'pen_saved': 0,
     'pos': 'DEF',
     'red': False,
     'saves': 0,
     'yellow': False}],
   0),
  ('normal control 1',
   [{'assists': 1,
     'conceded': 3,
     'goals': 2,
     'minutes': 46,
     'own_goals': 0,
     'pen_missed': 1,
     'pen_saved': 0,
     'pos': 'GK',
     'red': False,
     'saves': 3,
     'yellow': False}],
   14),
  ('normal control 2',
   [{'assists': 1,
     'conceded': 3,
     'goals': 2,
     'minutes': 61,
     'own_goals': 0,
     'pen_missed': 0,
     'pen_saved': 0,
     'pos': 'GK',
     'red': False,
     'saves': 5,
     'yellow': False}],
   17),
  ('normal control 3',
   [{'assists': 2,
     'conceded': 1,
     'goals': 0,
     'minutes': 59,
     'own_goals': 0,
     'pen_missed': 1,
     'pen_saved': 0,
     'pos': 'FWD',
     'red': False,
     'saves': 0,
     'yellow': True}],
   4),
  ('normal control 4',
   [{'assists': 0,
     'conceded': 2,
     'goals': 0,
     'minutes': 60,
     'own_goals': 1,
     'pen_missed': 0,
     'pen_saved': 0,
     'pos': 'GK',
     'red': False,
     'saves': 3,
     'yellow': False}],
   0)],
 [('regression: unused bench player',
   [{'assists': 0,
     'conceded': 0,
     'goals': 0,
     'minutes': 0,
     'own_goals': 0,
     'pen_missed': 0,
     'pen_saved': 0,
     'pos': 'FWD',
     'red': False,
     'saves': 0,
     'yellow': False}],
   0),
  ('partial repair probe: unused bench player',
   [{'assists': 0,
     'conceded': 0,
     'goals': 0,
     'minutes': 0,
     'own_goals': 0,
     'pen_missed': 0,
     'pen_saved': 0,
     'pos': 'GK',
     'red': False,
     'saves': 0,
     'yellow': True}],
   0),
  ('second regression',
   [{'assists': 0,
     'conceded': 0,
     'goals': 0,
     'minutes': 0,
     'own_goals': 0,
     'pen_missed': 0,
     'pen_saved': 0,
     'pos': 'MID',
     'red': False,
     'saves': 0,
     'yellow': False}],
   0),
  ('normal control 1',
   [{'assists': 0,
     'conceded': 0,
     'goals': 2,
     'minutes': 60,
     'own_goals': 0,
     'pen_missed': 1,
     'pen_saved': 0,
     'pos': 'GK',
     'red': False,
     'saves': 4,
     'yellow': False}],
   17),
  ('normal control 2',
   [{'assists': 2,
     'conceded': 0,
     'goals': 1,
     'minutes': 60,
     'own_goals': 1,
     'pen_missed': 0,
     'pen_saved': 0,
     'pos': 'FWD',
     'red': False,
     'saves': 0,
     'yellow': False}],
   10),
  ('normal control 3',
   [{'assists': 2,
     'conceded': 4,
     'goals': 0,
     'minutes': 60,
     'own_goals': 0,
     'pen_missed': 1,
     'pen_saved': 0,
     'pos': 'GK',
     'red': False,
     'saves': 5,
     'yellow': True}],
   4),
  ('normal control 4',
   [{'assists': 1,
     'conceded': 4,
     'goals': 1,
     'minutes': 46,
     'own_goals': 1,
     'pen_missed': 1,
     'pen_saved': 0,
     'pos': 'MID',
     'red': False,
     'saves': 0,
     'yellow': False}],
   5)],
 [('regression: unused bench player',
   [{'assists': 0,
     'conceded': 0,
     'goals': 0,
     'minutes': 0,
     'own_goals': 0,
     'pen_missed': 0,
     'pen_saved': 0,
     'pos': 'FWD',
     'red': False,
     'saves': 0,
     'yellow': False}],
   0),
  ('partial repair probe: unused bench player',
   [{'assists': 0,
     'conceded': 0,
     'goals': 0,
     'minutes': 0,
     'own_goals': 0,
     'pen_missed': 0,
     'pen_saved': 0,
     'pos': 'FWD',
     'red': False,
     'saves': 0,
     'yellow': True}],
   0),
  ('second regression',
   [{'assists': 0,
     'conceded': 0,
     'goals': 0,
     'minutes': 0,
     'own_goals': 0,
     'pen_missed': 0,
     'pen_saved': 0,
     'pos': 'DEF',
     'red': True,
     'saves': 0,
     'yellow': False}],
   0),
  ('normal control 1',
   [{'assists': 1,
     'conceded': 3,
     'goals': 0,
     'minutes': 45,
     'own_goals': 1,
     'pen_missed': 1,
     'pen_saved': 0,
     'pos': 'MID',
     'red': False,
     'saves': 0,
     'yellow': False}],
   0),
  ('normal control 2',
   [{'assists': 0,
     'conceded': 0,
     'goals': 0,
     'minutes': 45,
     'own_goals': 0,
     'pen_missed': 0,
     'pen_saved': 0,
     'pos': 'DEF',
     'red': True,
     'saves': 0,
     'yellow': True}],
   -2),
  ('normal control 3',
   [{'assists': 2,
     'conceded': 1,
     'goals': 1,
     'minutes': 45,
     'own_goals': 1,
     'pen_missed': 1,
     'pen_saved': 0,
     'pos': 'DEF',
     'red': False,
     'saves': 0,
     'yellow': False}],
   9),
  ('normal control 4',
   [{'assists': 0,
     'conceded': 2,
     'goals': 1,
     'minutes': 61,
     'own_goals': 1,
     'pen_missed': 1,
     'pen_saved': 0,
     'pos': 'DEF',
     'red': False,
     'saves': 0,
     'yellow': False}],
   3)],
 [('regression: unused bench player',
   [{'assists': 0,
     'conceded': 0,
     'goals': 0,
     'minutes': 0,
     'own_goals': 0,
     'pen_missed': 0,
     'pen_saved': 0,
     'pos': 'DEF',
     'red': False,
     'saves': 0,
     'yellow': False}],
   0),
  ('partial repair probe: unused bench player',
   [{'assists': 0,
     'conceded': 0,
     'goals': 0,
     'minutes': 0,
     'own_goals': 0,
     'pen_missed': 0,
     'pen_saved': 0,
     'pos': 'DEF',
     'red': False,
     'saves': 0,
     'yellow': True}],
   0),
  ('second regression',
   [{'assists': 0,
     'conceded': 0,
     'goals': 0,
     'minutes': 0,
     'own_goals': 0,
     'pen_missed': 0,
     'pen_saved': 0,
     'pos': 'MID',
     'red': False,
     'saves': 0,
     'yellow': False}],
   0),
  ('normal control 1',
   [{'assists': 1,
     'conceded': 3,
     'goals': 0,
     'minutes': 60,
     'own_goals': 0,
     'pen_missed': 0,
     'pen_saved': 0,
     'pos': 'DEF',
     'red': False,
     'saves': 0,
     'yellow': True}],
   3),
  ('normal control 2',
   [{'assists': 2,
     'conceded': 1,
     'goals': 2,
     'minutes': 59,
     'own_goals': 0,
     'pen_missed': 1,
     'pen_saved': 0,
     'pos': 'GK',
     'red': False,
     'saves': 3,
     'yellow': False}],
   18),
  ('normal control 3',
   [{'assists': 2,
     'conceded': 0,
     'goals': 0,
     'minutes': 59,
     'own_goals': 0,
     'pen_missed': 0,
     'pen_saved': 0,
     'pos': 'FWD',
     'red': False,
     'saves': 0,
     'yellow': False}],
   7),
  ('normal control 4',
   [{'assists': 0,
     'conceded': 0,
     'goals': 0,
     'minutes': 90,
     'own_goals': 0,
     'pen_missed': 1,
     'pen_saved': 0,
     'pos': 'GK',
     'red': False,
     'saves': 2,
     'yellow': False}],
   4)],
 [('regression: unused bench player',
   [{'assists': 0,
     'conceded': 0,
     'goals': 0,
     'minutes': 0,
     'own_goals': 0,
     'pen_missed': 0,
     'pen_saved': 0,
     'pos': 'DEF',
     'red': True,
     'saves': 0,
     'yellow': False}],
   0),
  ('partial repair probe: unused bench player',
   [{'assists': 0,
     'conceded': 0,
     'goals': 0,
     'minutes': 0,
     'own_goals': 0,
     'pen_missed': 0,
     'pen_saved': 0,
     'pos': 'FWD',
     'red': True,
     'saves': 0,
     'yellow': False}],
   0),
  ('second regression',
   [{'assists': 0,
     'conceded': 0,
     'goals': 0,
     'minutes': 0,
     'own_goals': 0,
     'pen_missed': 0,
     'pen_saved': 0,
     'pos': 'FWD',
     'red': False,
     'saves': 0,
     'yellow': False}],
   0),
  ('normal control 1',
   [{'assists': 0,
     'conceded': 0,
     'goals': 0,
     'minutes': 59,
     'own_goals': 0,
     'pen_missed': 0,
     'pen_saved': 0,
     'pos': 'GK',
     'red': False,
     'saves': 2,
     'yellow': False}],
   1),
  ('normal control 2',
   [{'assists': 0,
     'conceded': 1,
     'goals': 2,
     'minutes': 61,
     'own_goals': 1,
     'pen_missed': 0,
     'pen_saved': 0,
     'pos': 'DEF',
     'red': False,
     'saves': 0,
     'yellow': False}],
   12),
  ('normal control 3',
   [{'assists': 1,
     'conceded': 0,
     'goals': 0,
     'minutes': 90,
     'own_goals': 0,
     'pen_missed': 0,
     'pen_saved': 0,
     'pos': 'DEF',
     'red': False,
     'saves': 0,
     'yellow': False}],
   9),
  ('normal control 4',
   [{'assists': 2,
     'conceded': 2,
     'goals': 0,
     'minutes': 45,
     'own_goals': 1,
     'pen_missed': 0,
     'pen_saved': 0,
     'pos': 'MID',
     'red': False,
     'saves': 0,
     'yellow': False}],
   5)]]
for label, args, expected in fixtures[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
regression: unused bench player-30Failed
partial repair probe: unused bench player-10Failed
second regression00Passed
normal control 11414Passed
normal control 21717Passed
normal control 344Passed
normal control 400Passed

SHA-256 / 557969353323d4365313ea8c07dcabc5fc7e5d97635aa22074869e122d7f4858

3 / The verified repair

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

N = 1
observations = []
def solve(p):
    if p['minutes'] == 0:
        return 0
    pos = p['pos']
    pts = 2 if p['minutes'] >= 60 else 1
    pts += p['goals'] * {'GK': 6, 'DEF': 6, 'MID': 5, 'FWD': 4}[pos]
    pts += p['assists'] * 3
    if p['conceded'] == 0 and p['minutes'] >= 60:
        pts += {'GK': 4, 'DEF': 4, 'MID': 1, 'FWD': 0}[pos]
    if pos in ('GK', 'DEF'):
        pts -= p['conceded'] // 2
    if pos == 'GK':
        pts += p['saves'] // 3
    pts += p['pen_saved'] * 5 - p['pen_missed'] * 2 - p['own_goals'] * 2
    if p['red']:
        pts -= 3
    elif p['yellow']:
        pts -= 1
    return pts
def check(label, actual, expected):
    observations.append({"check": label, "actual": actual, "expected": expected, "passed": actual == expected})
fixtures = [[('regression: unused bench player',
   [{'assists': 0,
     'conceded': 0,
     'goals': 0,
     'minutes': 0,
     'own_goals': 0,
     'pen_missed': 0,
     'pen_saved': 0,
     'pos': 'DEF',
     'red': True,
     'saves': 0,
     'yellow': False}],
   0),
  ('partial repair probe: unused bench player',
   [{'assists': 0,
     'conceded': 0,
     'goals': 0,
     'minutes': 0,
     'own_goals': 0,
     'pen_missed': 0,
     'pen_saved': 0,
     'pos': 'MID',
     'red': False,
     'saves': 0,
     'yellow': True}],
   0),
  ('second regression',
   [{'assists': 0,
     'conceded': 0,
     'goals': 0,
     'minutes': 0,
     'own_goals': 0,
     'pen_missed': 0,
     'pen_saved': 0,
     'pos': 'DEF',
     'red': False,
     'saves': 0,
     'yellow': False}],
   0),
  ('normal control 1',
   [{'assists': 1,
     'conceded': 3,
     'goals': 2,
     'minutes': 46,
     'own_goals': 0,
     'pen_missed': 1,
     'pen_saved': 0,
     'pos': 'GK',
     'red': False,
     'saves': 3,
     'yellow': False}],
   14),
  ('normal control 2',
   [{'assists': 1,
     'conceded': 3,
     'goals': 2,
     'minutes': 61,
     'own_goals': 0,
     'pen_missed': 0,
     'pen_saved': 0,
     'pos': 'GK',
     'red': False,
     'saves': 5,
     'yellow': False}],
   17),
  ('normal control 3',
   [{'assists': 2,
     'conceded': 1,
     'goals': 0,
     'minutes': 59,
     'own_goals': 0,
     'pen_missed': 1,
     'pen_saved': 0,
     'pos': 'FWD',
     'red': False,
     'saves': 0,
     'yellow': True}],
   4),
  ('normal control 4',
   [{'assists': 0,
     'conceded': 2,
     'goals': 0,
     'minutes': 60,
     'own_goals': 1,
     'pen_missed': 0,
     'pen_saved': 0,
     'pos': 'GK',
     'red': False,
     'saves': 3,
     'yellow': False}],
   0)],
 [('regression: unused bench player',
   [{'assists': 0,
     'conceded': 0,
     'goals': 0,
     'minutes': 0,
     'own_goals': 0,
     'pen_missed': 0,
     'pen_saved': 0,
     'pos': 'FWD',
     'red': False,
     'saves': 0,
     'yellow': False}],
   0),
  ('partial repair probe: unused bench player',
   [{'assists': 0,
     'conceded': 0,
     'goals': 0,
     'minutes': 0,
     'own_goals': 0,
     'pen_missed': 0,
     'pen_saved': 0,
     'pos': 'GK',
     'red': False,
     'saves': 0,
     'yellow': True}],
   0),
  ('second regression',
   [{'assists': 0,
     'conceded': 0,
     'goals': 0,
     'minutes': 0,
     'own_goals': 0,
     'pen_missed': 0,
     'pen_saved': 0,
     'pos': 'MID',
     'red': False,
     'saves': 0,
     'yellow': False}],
   0),
  ('normal control 1',
   [{'assists': 0,
     'conceded': 0,
     'goals': 2,
     'minutes': 60,
     'own_goals': 0,
     'pen_missed': 1,
     'pen_saved': 0,
     'pos': 'GK',
     'red': False,
     'saves': 4,
     'yellow': False}],
   17),
  ('normal control 2',
   [{'assists': 2,
     'conceded': 0,
     'goals': 1,
     'minutes': 60,
     'own_goals': 1,
     'pen_missed': 0,
     'pen_saved': 0,
     'pos': 'FWD',
     'red': False,
     'saves': 0,
     'yellow': False}],
   10),
  ('normal control 3',
   [{'assists': 2,
     'conceded': 4,
     'goals': 0,
     'minutes': 60,
     'own_goals': 0,
     'pen_missed': 1,
     'pen_saved': 0,
     'pos': 'GK',
     'red': False,
     'saves': 5,
     'yellow': True}],
   4),
  ('normal control 4',
   [{'assists': 1,
     'conceded': 4,
     'goals': 1,
     'minutes': 46,
     'own_goals': 1,
     'pen_missed': 1,
     'pen_saved': 0,
     'pos': 'MID',
     'red': False,
     'saves': 0,
     'yellow': False}],
   5)],
 [('regression: unused bench player',
   [{'assists': 0,
     'conceded': 0,
     'goals': 0,
     'minutes': 0,
     'own_goals': 0,
     'pen_missed': 0,
     'pen_saved': 0,
     'pos': 'FWD',
     'red': False,
     'saves': 0,
     'yellow': False}],
   0),
  ('partial repair probe: unused bench player',
   [{'assists': 0,
     'conceded': 0,
     'goals': 0,
     'minutes': 0,
     'own_goals': 0,
     'pen_missed': 0,
     'pen_saved': 0,
     'pos': 'FWD',
     'red': False,
     'saves': 0,
     'yellow': True}],
   0),
  ('second regression',
   [{'assists': 0,
     'conceded': 0,
     'goals': 0,
     'minutes': 0,
     'own_goals': 0,
     'pen_missed': 0,
     'pen_saved': 0,
     'pos': 'DEF',
     'red': True,
     'saves': 0,
     'yellow': False}],
   0),
  ('normal control 1',
   [{'assists': 1,
     'conceded': 3,
     'goals': 0,
     'minutes': 45,
     'own_goals': 1,
     'pen_missed': 1,
     'pen_saved': 0,
     'pos': 'MID',
     'red': False,
     'saves': 0,
     'yellow': False}],
   0),
  ('normal control 2',
   [{'assists': 0,
     'conceded': 0,
     'goals': 0,
     'minutes': 45,
     'own_goals': 0,
     'pen_missed': 0,
     'pen_saved': 0,
     'pos': 'DEF',
     'red': True,
     'saves': 0,
     'yellow': True}],
   -2),
  ('normal control 3',
   [{'assists': 2,
     'conceded': 1,
     'goals': 1,
     'minutes': 45,
     'own_goals': 1,
     'pen_missed': 1,
     'pen_saved': 0,
     'pos': 'DEF',
     'red': False,
     'saves': 0,
     'yellow': False}],
   9),
  ('normal control 4',
   [{'assists': 0,
     'conceded': 2,
     'goals': 1,
     'minutes': 61,
     'own_goals': 1,
     'pen_missed': 1,
     'pen_saved': 0,
     'pos': 'DEF',
     'red': False,
     'saves': 0,
     'yellow': False}],
   3)],
 [('regression: unused bench player',
   [{'assists': 0,
     'conceded': 0,
     'goals': 0,
     'minutes': 0,
     'own_goals': 0,
     'pen_missed': 0,
     'pen_saved': 0,
     'pos': 'DEF',
     'red': False,
     'saves': 0,
     'yellow': False}],
   0),
  ('partial repair probe: unused bench player',
   [{'assists': 0,
     'conceded': 0,
     'goals': 0,
     'minutes': 0,
     'own_goals': 0,
     'pen_missed': 0,
     'pen_saved': 0,
     'pos': 'DEF',
     'red': False,
     'saves': 0,
     'yellow': True}],
   0),
  ('second regression',
   [{'assists': 0,
     'conceded': 0,
     'goals': 0,
     'minutes': 0,
     'own_goals': 0,
     'pen_missed': 0,
     'pen_saved': 0,
     'pos': 'MID',
     'red': False,
     'saves': 0,
     'yellow': False}],
   0),
  ('normal control 1',
   [{'assists': 1,
     'conceded': 3,
     'goals': 0,
     'minutes': 60,
     'own_goals': 0,
     'pen_missed': 0,
     'pen_saved': 0,
     'pos': 'DEF',
     'red': False,
     'saves': 0,
     'yellow': True}],
   3),
  ('normal control 2',
   [{'assists': 2,
     'conceded': 1,
     'goals': 2,
     'minutes': 59,
     'own_goals': 0,
     'pen_missed': 1,
     'pen_saved': 0,
     'pos': 'GK',
     'red': False,
     'saves': 3,
     'yellow': False}],
   18),
  ('normal control 3',
   [{'assists': 2,
     'conceded': 0,
     'goals': 0,
     'minutes': 59,
     'own_goals': 0,
     'pen_missed': 0,
     'pen_saved': 0,
     'pos': 'FWD',
     'red': False,
     'saves': 0,
     'yellow': False}],
   7),
  ('normal control 4',
   [{'assists': 0,
     'conceded': 0,
     'goals': 0,
     'minutes': 90,
     'own_goals': 0,
     'pen_missed': 1,
     'pen_saved': 0,
     'pos': 'GK',
     'red': False,
     'saves': 2,
     'yellow': False}],
   4)],
 [('regression: unused bench player',
   [{'assists': 0,
     'conceded': 0,
     'goals': 0,
     'minutes': 0,
     'own_goals': 0,
     'pen_missed': 0,
     'pen_saved': 0,
     'pos': 'DEF',
     'red': True,
     'saves': 0,
     'yellow': False}],
   0),
  ('partial repair probe: unused bench player',
   [{'assists': 0,
     'conceded': 0,
     'goals': 0,
     'minutes': 0,
     'own_goals': 0,
     'pen_missed': 0,
     'pen_saved': 0,
     'pos': 'FWD',
     'red': True,
     'saves': 0,
     'yellow': False}],
   0),
  ('second regression',
   [{'assists': 0,
     'conceded': 0,
     'goals': 0,
     'minutes': 0,
     'own_goals': 0,
     'pen_missed': 0,
     'pen_saved': 0,
     'pos': 'FWD',
     'red': False,
     'saves': 0,
     'yellow': False}],
   0),
  ('normal control 1',
   [{'assists': 0,
     'conceded': 0,
     'goals': 0,
     'minutes': 59,
     'own_goals': 0,
     'pen_missed': 0,
     'pen_saved': 0,
     'pos': 'GK',
     'red': False,
     'saves': 2,
     'yellow': False}],
   1),
  ('normal control 2',
   [{'assists': 0,
     'conceded': 1,
     'goals': 2,
     'minutes': 61,
     'own_goals': 1,
     'pen_missed': 0,
     'pen_saved': 0,
     'pos': 'DEF',
     'red': False,
     'saves': 0,
     'yellow': False}],
   12),
  ('normal control 3',
   [{'assists': 1,
     'conceded': 0,
     'goals': 0,
     'minutes': 90,
     'own_goals': 0,
     'pen_missed': 0,
     'pen_saved': 0,
     'pos': 'DEF',
     'red': False,
     'saves': 0,
     'yellow': False}],
   9),
  ('normal control 4',
   [{'assists': 2,
     'conceded': 2,
     'goals': 0,
     'minutes': 45,
     'own_goals': 1,
     'pen_missed': 0,
     'pen_saved': 0,
     'pos': 'MID',
     'red': False,
     'saves': 0,
     'yellow': False}],
   5)]]
for label, args, expected in fixtures[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
regression: unused bench player00Passed
partial repair probe: unused bench player00Passed
second regression00Passed
normal control 11414Passed
normal control 21717Passed
normal control 344Passed
normal control 400Passed

SHA-256 / 70f7b346953c008939d24186799e67986cfa4eb288f6f219ceb7b8ef34874f5a

Verification & scope

A deterministic toy scoring contract stipulated for this example; it is not the rulebook of any real fantasy platform. 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 2026-09-29T14:50:38.558552+00:00.

Case digest / 174a482c8a8ec1a51e0deb2d7016890b9e9776a7e842d9d8976aacb1b858b6bd