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FA-97086 / Recipe scaling and nutrition / Open access

High-altitude baking adjuster: first altitude threshold · case 01

A kitchen at exactly 3000 ft gets no adjustment.

Verified by executionVariant 1 · 8 checks per implementationDownload source bundle ↓JSON ↗

ROOT CAUSE

The level-0 band includes 3000 ft.

VERIFIED REPAIR

Start level 1 at 3000 ft.

Unsuccessful approach: Moving the threshold to 3500 ft leaves 3000-3499 ft unadjusted.

Case contract

Level 0 below 3000 ft, 1 for 3000-4999, 2 for 5000-6999, 3 at 7000+. Baking powder times (1-level/8); sugar times (1-level/16) (1 tbsp per cup per level); liquid times (1+3*level/32) (1.5 tbsp per cup per level); oven +15 F at levels 1-2 and +25 F at level 3. Amounts are fraction strings in and exact str(Fraction) out.

Why this case matters

Cake and quick-bread recipes need leavening, sugar, liquid and temperature changes at elevation.

1 / The failure

Exit 1
"""Failure Map reference implementation. Python standard library only."""
import json
import math
from fractions import Fraction
N = 1
observations = []
def solve(altitude_ft, recipe):
    if altitude_ft <= 3000:
        level = 0
    elif altitude_ft < 5000:
        level = 1
    elif altitude_ft < 7000:
        level = 2
    else:
        level = 3
    bp = Fraction(recipe['baking_powder_tsp'])
    sugar = Fraction(recipe['sugar_cups'])
    liquid = Fraction(recipe['liquid_cups'])
    bp = bp * (1 - Fraction(level, 8))
    sugar = sugar * (1 - Fraction(level, 16))
    liquid = liquid * (1 + Fraction(3 * level, 32))
    oven = recipe['oven_f'] + (0 if level == 0 else 25 if level == 3 else 15)
    return {'level': level, 'baking_powder_tsp': str(bp), 'sugar_cups': str(sugar),
            'liquid_cups': str(liquid), 'oven_f': oven}
def check(label, actual, expected):
    observations.append({"check": label, "actual": actual, "expected": expected, "passed": actual == expected})
fixtures = [[['sea level', [0, {'baking_powder_tsp': '1', 'liquid_cups': '1', 'oven_f': 350, 'sugar_cups': '1'}],
   {'baking_powder_tsp': '1', 'level': 0, 'liquid_cups': '1', 'oven_f': 350, 'sugar_cups': '1'}],
  ['threshold 3000', [3000, {'baking_powder_tsp': '2', 'liquid_cups': '1', 'oven_f': 350, 'sugar_cups': '1'}],
   {'baking_powder_tsp': '7/4', 'level': 1, 'liquid_cups': '35/32', 'oven_f': 365, 'sugar_cups': '15/16'}],
  ['level two', [5000, {'baking_powder_tsp': '1', 'liquid_cups': '1/2', 'oven_f': 375, 'sugar_cups': '2'}],
   {'baking_powder_tsp': '3/4', 'level': 2, 'liquid_cups': '19/32', 'oven_f': 390, 'sugar_cups': '7/4'}],
  ['regression: first altitude threshold',
   [3000, {'baking_powder_tsp': '2', 'liquid_cups': '4/3', 'oven_f': 375, 'sugar_cups': '1/2'}],
   {'baking_powder_tsp': '7/4', 'level': 1, 'liquid_cups': '35/24', 'oven_f': 390, 'sugar_cups': '15/32'}],
  ['repair check: first altitude threshold',
   [3000, {'baking_powder_tsp': '1/2', 'liquid_cups': '1/2', 'oven_f': 375, 'sugar_cups': '1/2'}],
   {'baking_powder_tsp': '7/16', 'level': 1, 'liquid_cups': '35/64', 'oven_f': 390, 'sugar_cups': '15/32'}],
  ['generated control 1',
   [7000, {'baking_powder_tsp': '2', 'liquid_cups': '3/4', 'oven_f': 350, 'sugar_cups': '2'}],
   {'baking_powder_tsp': '5/4', 'level': 3, 'liquid_cups': '123/128', 'oven_f': 375, 'sugar_cups': '13/8'}],
  ['generated control 2',
   [6999, {'baking_powder_tsp': '1/2', 'liquid_cups': '1/2', 'oven_f': 325, 'sugar_cups': '1/2'}],
   {'baking_powder_tsp': '3/8', 'level': 2, 'liquid_cups': '19/32', 'oven_f': 340, 'sugar_cups': '7/16'}],
  ['generated control 3',
   [3500, {'baking_powder_tsp': '1', 'liquid_cups': '4/3', 'oven_f': 375, 'sugar_cups': '1/2'}],
   {'baking_powder_tsp': '7/8', 'level': 1, 'liquid_cups': '35/24', 'oven_f': 390, 'sugar_cups': '15/32'}]],
 [['threshold 3000', [3000, {'baking_powder_tsp': '2', 'liquid_cups': '1', 'oven_f': 350, 'sugar_cups': '1'}],
   {'baking_powder_tsp': '7/4', 'level': 1, 'liquid_cups': '35/32', 'oven_f': 365, 'sugar_cups': '15/16'}],
  ['level two', [5000, {'baking_powder_tsp': '1', 'liquid_cups': '1/2', 'oven_f': 375, 'sugar_cups': '2'}],
   {'baking_powder_tsp': '3/4', 'level': 2, 'liquid_cups': '19/32', 'oven_f': 390, 'sugar_cups': '7/4'}],
  ['mountain', [8000, {'baking_powder_tsp': '1', 'liquid_cups': '1', 'oven_f': 350, 'sugar_cups': '1'}],
   {'baking_powder_tsp': '5/8', 'level': 3, 'liquid_cups': '41/32', 'oven_f': 375, 'sugar_cups': '13/16'}],
  ['regression: first altitude threshold',
   [3000, {'baking_powder_tsp': '1', 'liquid_cups': '3/4', 'oven_f': 375, 'sugar_cups': '2'}],
   {'baking_powder_tsp': '7/8', 'level': 1, 'liquid_cups': '105/128', 'oven_f': 390, 'sugar_cups': '15/8'}],
  ['repair check: first altitude threshold',
   [3000, {'baking_powder_tsp': '1', 'liquid_cups': '4/3', 'oven_f': 375, 'sugar_cups': '1'}],
   {'baking_powder_tsp': '7/8', 'level': 1, 'liquid_cups': '35/24', 'oven_f': 390, 'sugar_cups': '15/16'}],
  ['generated control 1',
   [3500, {'baking_powder_tsp': '2', 'liquid_cups': '1', 'oven_f': 350, 'sugar_cups': '1/2'}],
   {'baking_powder_tsp': '7/4', 'level': 1, 'liquid_cups': '35/32', 'oven_f': 365, 'sugar_cups': '15/32'}],
  ['generated control 2',
   [6500, {'baking_powder_tsp': '1/2', 'liquid_cups': '1', 'oven_f': 350, 'sugar_cups': '1/2'}],
   {'baking_powder_tsp': '3/8', 'level': 2, 'liquid_cups': '19/16', 'oven_f': 365, 'sugar_cups': '7/16'}],
  ['generated control 3',
   [1500, {'baking_powder_tsp': '1/2', 'liquid_cups': '1', 'oven_f': 375, 'sugar_cups': '3/4'}],
   {'baking_powder_tsp': '1/2', 'level': 0, 'liquid_cups': '1', 'oven_f': 375, 'sugar_cups': '3/4'}]],
 [['level two', [5000, {'baking_powder_tsp': '1', 'liquid_cups': '1/2', 'oven_f': 375, 'sugar_cups': '2'}],
   {'baking_powder_tsp': '3/4', 'level': 2, 'liquid_cups': '19/32', 'oven_f': 390, 'sugar_cups': '7/4'}],
  ['mountain', [8000, {'baking_powder_tsp': '1', 'liquid_cups': '1', 'oven_f': 350, 'sugar_cups': '1'}],
   {'baking_powder_tsp': '5/8', 'level': 3, 'liquid_cups': '41/32', 'oven_f': 375, 'sugar_cups': '13/16'}],
  ['sea level', [0, {'baking_powder_tsp': '1', 'liquid_cups': '1', 'oven_f': 350, 'sugar_cups': '1'}],
   {'baking_powder_tsp': '1', 'level': 0, 'liquid_cups': '1', 'oven_f': 350, 'sugar_cups': '1'}],
  ['regression: first altitude threshold',
   [3000, {'baking_powder_tsp': '2', 'liquid_cups': '1/2', 'oven_f': 350, 'sugar_cups': '2'}],
   {'baking_powder_tsp': '7/4', 'level': 1, 'liquid_cups': '35/64', 'oven_f': 365, 'sugar_cups': '15/8'}],
  ['repair check: first altitude threshold',
   [3000, {'baking_powder_tsp': '3/2', 'liquid_cups': '1/2', 'oven_f': 325, 'sugar_cups': '1'}],
   {'baking_powder_tsp': '21/16', 'level': 1, 'liquid_cups': '35/64', 'oven_f': 340, 'sugar_cups': '15/16'}],
  ['generated control 1',
   [6999, {'baking_powder_tsp': '1/2', 'liquid_cups': '1', 'oven_f': 350, 'sugar_cups': '2'}],
   {'baking_powder_tsp': '3/8', 'level': 2, 'liquid_cups': '19/16', 'oven_f': 365, 'sugar_cups': '7/4'}],
  ['generated control 2',
   [5000, {'baking_powder_tsp': '1', 'liquid_cups': '3/4', 'oven_f': 375, 'sugar_cups': '1'}],
   {'baking_powder_tsp': '3/4', 'level': 2, 'liquid_cups': '57/64', 'oven_f': 390, 'sugar_cups': '7/8'}],
  ['generated control 3',
   [5000, {'baking_powder_tsp': '1', 'liquid_cups': '1', 'oven_f': 350, 'sugar_cups': '1'}],
   {'baking_powder_tsp': '3/4', 'level': 2, 'liquid_cups': '19/16', 'oven_f': 365, 'sugar_cups': '7/8'}]],
 [['mountain', [8000, {'baking_powder_tsp': '1', 'liquid_cups': '1', 'oven_f': 350, 'sugar_cups': '1'}],
   {'baking_powder_tsp': '5/8', 'level': 3, 'liquid_cups': '41/32', 'oven_f': 375, 'sugar_cups': '13/16'}],
  ['sea level', [0, {'baking_powder_tsp': '1', 'liquid_cups': '1', 'oven_f': 350, 'sugar_cups': '1'}],
   {'baking_powder_tsp': '1', 'level': 0, 'liquid_cups': '1', 'oven_f': 350, 'sugar_cups': '1'}],
  ['threshold 3000', [3000, {'baking_powder_tsp': '2', 'liquid_cups': '1', 'oven_f': 350, 'sugar_cups': '1'}],
   {'baking_powder_tsp': '7/4', 'level': 1, 'liquid_cups': '35/32', 'oven_f': 365, 'sugar_cups': '15/16'}],
  ['regression: first altitude threshold',
   [3000, {'baking_powder_tsp': '1', 'liquid_cups': '1/2', 'oven_f': 375, 'sugar_cups': '2'}],
   {'baking_powder_tsp': '7/8', 'level': 1, 'liquid_cups': '35/64', 'oven_f': 390, 'sugar_cups': '15/8'}],
  ['repair check: first altitude threshold',
   [3000, {'baking_powder_tsp': '3/2', 'liquid_cups': '1', 'oven_f': 325, 'sugar_cups': '1'}],
   {'baking_powder_tsp': '21/16', 'level': 1, 'liquid_cups': '35/32', 'oven_f': 340, 'sugar_cups': '15/16'}],
  ['generated control 1',
   [0, {'baking_powder_tsp': '1/2', 'liquid_cups': '1/2', 'oven_f': 325, 'sugar_cups': '3/4'}],
   {'baking_powder_tsp': '1/2', 'level': 0, 'liquid_cups': '1/2', 'oven_f': 325, 'sugar_cups': '3/4'}],
  ['generated control 2',
   [9000, {'baking_powder_tsp': '3/2', 'liquid_cups': '3/4', 'oven_f': 350, 'sugar_cups': '1/2'}],
   {'baking_powder_tsp': '15/16',
    'level': 3,
    'liquid_cups': '123/128',
    'oven_f': 375,
    'sugar_cups': '13/32'}],
  ['generated control 3',
   [5000, {'baking_powder_tsp': '3/2', 'liquid_cups': '1', 'oven_f': 325, 'sugar_cups': '1'}],
   {'baking_powder_tsp': '9/8', 'level': 2, 'liquid_cups': '19/16', 'oven_f': 340, 'sugar_cups': '7/8'}]],
 [['sea level', [0, {'baking_powder_tsp': '1', 'liquid_cups': '1', 'oven_f': 350, 'sugar_cups': '1'}],
   {'baking_powder_tsp': '1', 'level': 0, 'liquid_cups': '1', 'oven_f': 350, 'sugar_cups': '1'}],
  ['threshold 3000', [3000, {'baking_powder_tsp': '2', 'liquid_cups': '1', 'oven_f': 350, 'sugar_cups': '1'}],
   {'baking_powder_tsp': '7/4', 'level': 1, 'liquid_cups': '35/32', 'oven_f': 365, 'sugar_cups': '15/16'}],
  ['level two', [5000, {'baking_powder_tsp': '1', 'liquid_cups': '1/2', 'oven_f': 375, 'sugar_cups': '2'}],
   {'baking_powder_tsp': '3/4', 'level': 2, 'liquid_cups': '19/32', 'oven_f': 390, 'sugar_cups': '7/4'}],
  ['regression: first altitude threshold',
   [3000, {'baking_powder_tsp': '1', 'liquid_cups': '1', 'oven_f': 375, 'sugar_cups': '3/4'}],
   {'baking_powder_tsp': '7/8', 'level': 1, 'liquid_cups': '35/32', 'oven_f': 390, 'sugar_cups': '45/64'}],
  ['repair check: first altitude threshold',
   [3000, {'baking_powder_tsp': '1/2', 'liquid_cups': '3/4', 'oven_f': 325, 'sugar_cups': '3/4'}],
   {'baking_powder_tsp': '7/16', 'level': 1, 'liquid_cups': '105/128', 'oven_f': 340, 'sugar_cups': '45/64'}],
  ['generated control 1',
   [9000, {'baking_powder_tsp': '3/2', 'liquid_cups': '1', 'oven_f': 325, 'sugar_cups': '1'}],
   {'baking_powder_tsp': '15/16', 'level': 3, 'liquid_cups': '41/32', 'oven_f': 350, 'sugar_cups': '13/16'}],
  ['generated control 2',
   [5000, {'baking_powder_tsp': '2', 'liquid_cups': '3/4', 'oven_f': 325, 'sugar_cups': '2'}],
   {'baking_powder_tsp': '3/2', 'level': 2, 'liquid_cups': '57/64', 'oven_f': 340, 'sugar_cups': '7/4'}],
  ['generated control 3',
   [2999, {'baking_powder_tsp': '3/2', 'liquid_cups': '1/2', 'oven_f': 350, 'sugar_cups': '1'}],
   {'baking_powder_tsp': '3/2', 'level': 0, 'liquid_cups': '1/2', 'oven_f': 350, 'sugar_cups': '1'}]]]
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
sea level{'baking_powder_tsp': '1', 'level': 0, 'liquid_cups': '1', 'oven_f': 350, 'sugar_cups': '1'}{'baking_powder_tsp': '1', 'level': 0, 'liquid_cups': '1', 'oven_f': 350, 'sugar_cups': '1'}Passed
threshold 3000{'baking_powder_tsp': '2', 'level': 0, 'liquid_cups': '1', 'oven_f': 350, 'sugar_cups': '1'}{'baking_powder_tsp': '7/4', 'level': 1, 'liquid_cups': '35/32', 'oven_f': 365, 'sugar_cups': '15/16'}Failed
level two{'baking_powder_tsp': '3/4', 'level': 2, 'liquid_cups': '19/32', 'oven_f': 390, 'sugar_cups': '7/4'}{'baking_powder_tsp': '3/4', 'level': 2, 'liquid_cups': '19/32', 'oven_f': 390, 'sugar_cups': '7/4'}Passed
regression: first altitude threshold{'baking_powder_tsp': '2', 'level': 0, 'liquid_cups': '4/3', 'oven_f': 375, 'sugar_cups': '1/2'}{'baking_powder_tsp': '7/4', 'level': 1, 'liquid_cups': '35/24', 'oven_f': 390, 'sugar_cups': '15/32'}Failed
repair check: first altitude threshold{'baking_powder_tsp': '1/2', 'level': 0, 'liquid_cups': '1/2', 'oven_f': 375, 'sugar_cups': '1/2'}{'baking_powder_tsp': '7/16', 'level': 1, 'liquid_cups': '35/64', 'oven_f': 390, 'sugar_cups': '15/32'}Failed
generated control 1{'baking_powder_tsp': '5/4', 'level': 3, 'liquid_cups': '123/128', 'oven_f': 375, 'sugar_cups': '13/8'}{'baking_powder_tsp': '5/4', 'level': 3, 'liquid_cups': '123/128', 'oven_f': 375, 'sugar_cups': '13/8'}Passed
generated control 2{'baking_powder_tsp': '3/8', 'level': 2, 'liquid_cups': '19/32', 'oven_f': 340, 'sugar_cups': '7/16'}{'baking_powder_tsp': '3/8', 'level': 2, 'liquid_cups': '19/32', 'oven_f': 340, 'sugar_cups': '7/16'}Passed
generated control 3{'baking_powder_tsp': '7/8', 'level': 1, 'liquid_cups': '35/24', 'oven_f': 390, 'sugar_cups': '15/32'}{'baking_powder_tsp': '7/8', 'level': 1, 'liquid_cups': '35/24', 'oven_f': 390, 'sugar_cups': '15/32'}Passed

SHA-256 / df34df70051e7ac3e92512f44710b2f950d150a4c9efd242fcc03a3a8c8e35aa

2 / The unsuccessful fix

Exit 1
"""Failure Map reference implementation. Python standard library only."""
import json
import math
from fractions import Fraction
N = 1
observations = []
def solve(altitude_ft, recipe):
    if altitude_ft < 3500:
        level = 0
    elif altitude_ft < 5000:
        level = 1
    elif altitude_ft < 7000:
        level = 2
    else:
        level = 3
    bp = Fraction(recipe['baking_powder_tsp'])
    sugar = Fraction(recipe['sugar_cups'])
    liquid = Fraction(recipe['liquid_cups'])
    bp = bp * (1 - Fraction(level, 8))
    sugar = sugar * (1 - Fraction(level, 16))
    liquid = liquid * (1 + Fraction(3 * level, 32))
    oven = recipe['oven_f'] + (0 if level == 0 else 25 if level == 3 else 15)
    return {'level': level, 'baking_powder_tsp': str(bp), 'sugar_cups': str(sugar),
            'liquid_cups': str(liquid), 'oven_f': oven}
def check(label, actual, expected):
    observations.append({"check": label, "actual": actual, "expected": expected, "passed": actual == expected})
fixtures = [[['sea level', [0, {'baking_powder_tsp': '1', 'liquid_cups': '1', 'oven_f': 350, 'sugar_cups': '1'}],
   {'baking_powder_tsp': '1', 'level': 0, 'liquid_cups': '1', 'oven_f': 350, 'sugar_cups': '1'}],
  ['threshold 3000', [3000, {'baking_powder_tsp': '2', 'liquid_cups': '1', 'oven_f': 350, 'sugar_cups': '1'}],
   {'baking_powder_tsp': '7/4', 'level': 1, 'liquid_cups': '35/32', 'oven_f': 365, 'sugar_cups': '15/16'}],
  ['level two', [5000, {'baking_powder_tsp': '1', 'liquid_cups': '1/2', 'oven_f': 375, 'sugar_cups': '2'}],
   {'baking_powder_tsp': '3/4', 'level': 2, 'liquid_cups': '19/32', 'oven_f': 390, 'sugar_cups': '7/4'}],
  ['regression: first altitude threshold',
   [3000, {'baking_powder_tsp': '2', 'liquid_cups': '4/3', 'oven_f': 375, 'sugar_cups': '1/2'}],
   {'baking_powder_tsp': '7/4', 'level': 1, 'liquid_cups': '35/24', 'oven_f': 390, 'sugar_cups': '15/32'}],
  ['repair check: first altitude threshold',
   [3000, {'baking_powder_tsp': '1/2', 'liquid_cups': '1/2', 'oven_f': 375, 'sugar_cups': '1/2'}],
   {'baking_powder_tsp': '7/16', 'level': 1, 'liquid_cups': '35/64', 'oven_f': 390, 'sugar_cups': '15/32'}],
  ['generated control 1',
   [7000, {'baking_powder_tsp': '2', 'liquid_cups': '3/4', 'oven_f': 350, 'sugar_cups': '2'}],
   {'baking_powder_tsp': '5/4', 'level': 3, 'liquid_cups': '123/128', 'oven_f': 375, 'sugar_cups': '13/8'}],
  ['generated control 2',
   [6999, {'baking_powder_tsp': '1/2', 'liquid_cups': '1/2', 'oven_f': 325, 'sugar_cups': '1/2'}],
   {'baking_powder_tsp': '3/8', 'level': 2, 'liquid_cups': '19/32', 'oven_f': 340, 'sugar_cups': '7/16'}],
  ['generated control 3',
   [3500, {'baking_powder_tsp': '1', 'liquid_cups': '4/3', 'oven_f': 375, 'sugar_cups': '1/2'}],
   {'baking_powder_tsp': '7/8', 'level': 1, 'liquid_cups': '35/24', 'oven_f': 390, 'sugar_cups': '15/32'}]],
 [['threshold 3000', [3000, {'baking_powder_tsp': '2', 'liquid_cups': '1', 'oven_f': 350, 'sugar_cups': '1'}],
   {'baking_powder_tsp': '7/4', 'level': 1, 'liquid_cups': '35/32', 'oven_f': 365, 'sugar_cups': '15/16'}],
  ['level two', [5000, {'baking_powder_tsp': '1', 'liquid_cups': '1/2', 'oven_f': 375, 'sugar_cups': '2'}],
   {'baking_powder_tsp': '3/4', 'level': 2, 'liquid_cups': '19/32', 'oven_f': 390, 'sugar_cups': '7/4'}],
  ['mountain', [8000, {'baking_powder_tsp': '1', 'liquid_cups': '1', 'oven_f': 350, 'sugar_cups': '1'}],
   {'baking_powder_tsp': '5/8', 'level': 3, 'liquid_cups': '41/32', 'oven_f': 375, 'sugar_cups': '13/16'}],
  ['regression: first altitude threshold',
   [3000, {'baking_powder_tsp': '1', 'liquid_cups': '3/4', 'oven_f': 375, 'sugar_cups': '2'}],
   {'baking_powder_tsp': '7/8', 'level': 1, 'liquid_cups': '105/128', 'oven_f': 390, 'sugar_cups': '15/8'}],
  ['repair check: first altitude threshold',
   [3000, {'baking_powder_tsp': '1', 'liquid_cups': '4/3', 'oven_f': 375, 'sugar_cups': '1'}],
   {'baking_powder_tsp': '7/8', 'level': 1, 'liquid_cups': '35/24', 'oven_f': 390, 'sugar_cups': '15/16'}],
  ['generated control 1',
   [3500, {'baking_powder_tsp': '2', 'liquid_cups': '1', 'oven_f': 350, 'sugar_cups': '1/2'}],
   {'baking_powder_tsp': '7/4', 'level': 1, 'liquid_cups': '35/32', 'oven_f': 365, 'sugar_cups': '15/32'}],
  ['generated control 2',
   [6500, {'baking_powder_tsp': '1/2', 'liquid_cups': '1', 'oven_f': 350, 'sugar_cups': '1/2'}],
   {'baking_powder_tsp': '3/8', 'level': 2, 'liquid_cups': '19/16', 'oven_f': 365, 'sugar_cups': '7/16'}],
  ['generated control 3',
   [1500, {'baking_powder_tsp': '1/2', 'liquid_cups': '1', 'oven_f': 375, 'sugar_cups': '3/4'}],
   {'baking_powder_tsp': '1/2', 'level': 0, 'liquid_cups': '1', 'oven_f': 375, 'sugar_cups': '3/4'}]],
 [['level two', [5000, {'baking_powder_tsp': '1', 'liquid_cups': '1/2', 'oven_f': 375, 'sugar_cups': '2'}],
   {'baking_powder_tsp': '3/4', 'level': 2, 'liquid_cups': '19/32', 'oven_f': 390, 'sugar_cups': '7/4'}],
  ['mountain', [8000, {'baking_powder_tsp': '1', 'liquid_cups': '1', 'oven_f': 350, 'sugar_cups': '1'}],
   {'baking_powder_tsp': '5/8', 'level': 3, 'liquid_cups': '41/32', 'oven_f': 375, 'sugar_cups': '13/16'}],
  ['sea level', [0, {'baking_powder_tsp': '1', 'liquid_cups': '1', 'oven_f': 350, 'sugar_cups': '1'}],
   {'baking_powder_tsp': '1', 'level': 0, 'liquid_cups': '1', 'oven_f': 350, 'sugar_cups': '1'}],
  ['regression: first altitude threshold',
   [3000, {'baking_powder_tsp': '2', 'liquid_cups': '1/2', 'oven_f': 350, 'sugar_cups': '2'}],
   {'baking_powder_tsp': '7/4', 'level': 1, 'liquid_cups': '35/64', 'oven_f': 365, 'sugar_cups': '15/8'}],
  ['repair check: first altitude threshold',
   [3000, {'baking_powder_tsp': '3/2', 'liquid_cups': '1/2', 'oven_f': 325, 'sugar_cups': '1'}],
   {'baking_powder_tsp': '21/16', 'level': 1, 'liquid_cups': '35/64', 'oven_f': 340, 'sugar_cups': '15/16'}],
  ['generated control 1',
   [6999, {'baking_powder_tsp': '1/2', 'liquid_cups': '1', 'oven_f': 350, 'sugar_cups': '2'}],
   {'baking_powder_tsp': '3/8', 'level': 2, 'liquid_cups': '19/16', 'oven_f': 365, 'sugar_cups': '7/4'}],
  ['generated control 2',
   [5000, {'baking_powder_tsp': '1', 'liquid_cups': '3/4', 'oven_f': 375, 'sugar_cups': '1'}],
   {'baking_powder_tsp': '3/4', 'level': 2, 'liquid_cups': '57/64', 'oven_f': 390, 'sugar_cups': '7/8'}],
  ['generated control 3',
   [5000, {'baking_powder_tsp': '1', 'liquid_cups': '1', 'oven_f': 350, 'sugar_cups': '1'}],
   {'baking_powder_tsp': '3/4', 'level': 2, 'liquid_cups': '19/16', 'oven_f': 365, 'sugar_cups': '7/8'}]],
 [['mountain', [8000, {'baking_powder_tsp': '1', 'liquid_cups': '1', 'oven_f': 350, 'sugar_cups': '1'}],
   {'baking_powder_tsp': '5/8', 'level': 3, 'liquid_cups': '41/32', 'oven_f': 375, 'sugar_cups': '13/16'}],
  ['sea level', [0, {'baking_powder_tsp': '1', 'liquid_cups': '1', 'oven_f': 350, 'sugar_cups': '1'}],
   {'baking_powder_tsp': '1', 'level': 0, 'liquid_cups': '1', 'oven_f': 350, 'sugar_cups': '1'}],
  ['threshold 3000', [3000, {'baking_powder_tsp': '2', 'liquid_cups': '1', 'oven_f': 350, 'sugar_cups': '1'}],
   {'baking_powder_tsp': '7/4', 'level': 1, 'liquid_cups': '35/32', 'oven_f': 365, 'sugar_cups': '15/16'}],
  ['regression: first altitude threshold',
   [3000, {'baking_powder_tsp': '1', 'liquid_cups': '1/2', 'oven_f': 375, 'sugar_cups': '2'}],
   {'baking_powder_tsp': '7/8', 'level': 1, 'liquid_cups': '35/64', 'oven_f': 390, 'sugar_cups': '15/8'}],
  ['repair check: first altitude threshold',
   [3000, {'baking_powder_tsp': '3/2', 'liquid_cups': '1', 'oven_f': 325, 'sugar_cups': '1'}],
   {'baking_powder_tsp': '21/16', 'level': 1, 'liquid_cups': '35/32', 'oven_f': 340, 'sugar_cups': '15/16'}],
  ['generated control 1',
   [0, {'baking_powder_tsp': '1/2', 'liquid_cups': '1/2', 'oven_f': 325, 'sugar_cups': '3/4'}],
   {'baking_powder_tsp': '1/2', 'level': 0, 'liquid_cups': '1/2', 'oven_f': 325, 'sugar_cups': '3/4'}],
  ['generated control 2',
   [9000, {'baking_powder_tsp': '3/2', 'liquid_cups': '3/4', 'oven_f': 350, 'sugar_cups': '1/2'}],
   {'baking_powder_tsp': '15/16',
    'level': 3,
    'liquid_cups': '123/128',
    'oven_f': 375,
    'sugar_cups': '13/32'}],
  ['generated control 3',
   [5000, {'baking_powder_tsp': '3/2', 'liquid_cups': '1', 'oven_f': 325, 'sugar_cups': '1'}],
   {'baking_powder_tsp': '9/8', 'level': 2, 'liquid_cups': '19/16', 'oven_f': 340, 'sugar_cups': '7/8'}]],
 [['sea level', [0, {'baking_powder_tsp': '1', 'liquid_cups': '1', 'oven_f': 350, 'sugar_cups': '1'}],
   {'baking_powder_tsp': '1', 'level': 0, 'liquid_cups': '1', 'oven_f': 350, 'sugar_cups': '1'}],
  ['threshold 3000', [3000, {'baking_powder_tsp': '2', 'liquid_cups': '1', 'oven_f': 350, 'sugar_cups': '1'}],
   {'baking_powder_tsp': '7/4', 'level': 1, 'liquid_cups': '35/32', 'oven_f': 365, 'sugar_cups': '15/16'}],
  ['level two', [5000, {'baking_powder_tsp': '1', 'liquid_cups': '1/2', 'oven_f': 375, 'sugar_cups': '2'}],
   {'baking_powder_tsp': '3/4', 'level': 2, 'liquid_cups': '19/32', 'oven_f': 390, 'sugar_cups': '7/4'}],
  ['regression: first altitude threshold',
   [3000, {'baking_powder_tsp': '1', 'liquid_cups': '1', 'oven_f': 375, 'sugar_cups': '3/4'}],
   {'baking_powder_tsp': '7/8', 'level': 1, 'liquid_cups': '35/32', 'oven_f': 390, 'sugar_cups': '45/64'}],
  ['repair check: first altitude threshold',
   [3000, {'baking_powder_tsp': '1/2', 'liquid_cups': '3/4', 'oven_f': 325, 'sugar_cups': '3/4'}],
   {'baking_powder_tsp': '7/16', 'level': 1, 'liquid_cups': '105/128', 'oven_f': 340, 'sugar_cups': '45/64'}],
  ['generated control 1',
   [9000, {'baking_powder_tsp': '3/2', 'liquid_cups': '1', 'oven_f': 325, 'sugar_cups': '1'}],
   {'baking_powder_tsp': '15/16', 'level': 3, 'liquid_cups': '41/32', 'oven_f': 350, 'sugar_cups': '13/16'}],
  ['generated control 2',
   [5000, {'baking_powder_tsp': '2', 'liquid_cups': '3/4', 'oven_f': 325, 'sugar_cups': '2'}],
   {'baking_powder_tsp': '3/2', 'level': 2, 'liquid_cups': '57/64', 'oven_f': 340, 'sugar_cups': '7/4'}],
  ['generated control 3',
   [2999, {'baking_powder_tsp': '3/2', 'liquid_cups': '1/2', 'oven_f': 350, 'sugar_cups': '1'}],
   {'baking_powder_tsp': '3/2', 'level': 0, 'liquid_cups': '1/2', 'oven_f': 350, 'sugar_cups': '1'}]]]
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
sea level{'baking_powder_tsp': '1', 'level': 0, 'liquid_cups': '1', 'oven_f': 350, 'sugar_cups': '1'}{'baking_powder_tsp': '1', 'level': 0, 'liquid_cups': '1', 'oven_f': 350, 'sugar_cups': '1'}Passed
threshold 3000{'baking_powder_tsp': '2', 'level': 0, 'liquid_cups': '1', 'oven_f': 350, 'sugar_cups': '1'}{'baking_powder_tsp': '7/4', 'level': 1, 'liquid_cups': '35/32', 'oven_f': 365, 'sugar_cups': '15/16'}Failed
level two{'baking_powder_tsp': '3/4', 'level': 2, 'liquid_cups': '19/32', 'oven_f': 390, 'sugar_cups': '7/4'}{'baking_powder_tsp': '3/4', 'level': 2, 'liquid_cups': '19/32', 'oven_f': 390, 'sugar_cups': '7/4'}Passed
regression: first altitude threshold{'baking_powder_tsp': '2', 'level': 0, 'liquid_cups': '4/3', 'oven_f': 375, 'sugar_cups': '1/2'}{'baking_powder_tsp': '7/4', 'level': 1, 'liquid_cups': '35/24', 'oven_f': 390, 'sugar_cups': '15/32'}Failed
repair check: first altitude threshold{'baking_powder_tsp': '1/2', 'level': 0, 'liquid_cups': '1/2', 'oven_f': 375, 'sugar_cups': '1/2'}{'baking_powder_tsp': '7/16', 'level': 1, 'liquid_cups': '35/64', 'oven_f': 390, 'sugar_cups': '15/32'}Failed
generated control 1{'baking_powder_tsp': '5/4', 'level': 3, 'liquid_cups': '123/128', 'oven_f': 375, 'sugar_cups': '13/8'}{'baking_powder_tsp': '5/4', 'level': 3, 'liquid_cups': '123/128', 'oven_f': 375, 'sugar_cups': '13/8'}Passed
generated control 2{'baking_powder_tsp': '3/8', 'level': 2, 'liquid_cups': '19/32', 'oven_f': 340, 'sugar_cups': '7/16'}{'baking_powder_tsp': '3/8', 'level': 2, 'liquid_cups': '19/32', 'oven_f': 340, 'sugar_cups': '7/16'}Passed
generated control 3{'baking_powder_tsp': '7/8', 'level': 1, 'liquid_cups': '35/24', 'oven_f': 390, 'sugar_cups': '15/32'}{'baking_powder_tsp': '7/8', 'level': 1, 'liquid_cups': '35/24', 'oven_f': 390, 'sugar_cups': '15/32'}Passed

SHA-256 / e62b4a1eb8d8dff12e0e3f2af61f31ceb9eca674136151182cfad1e046fee521

3 / The verified repair

Exit 0
"""Failure Map reference implementation. Python standard library only."""
import json
import math
from fractions import Fraction
N = 1
observations = []
def solve(altitude_ft, recipe):
    if altitude_ft < 3000:
        level = 0
    elif altitude_ft < 5000:
        level = 1
    elif altitude_ft < 7000:
        level = 2
    else:
        level = 3
    bp = Fraction(recipe['baking_powder_tsp'])
    sugar = Fraction(recipe['sugar_cups'])
    liquid = Fraction(recipe['liquid_cups'])
    bp = bp * (1 - Fraction(level, 8))
    sugar = sugar * (1 - Fraction(level, 16))
    liquid = liquid * (1 + Fraction(3 * level, 32))
    oven = recipe['oven_f'] + (0 if level == 0 else 25 if level == 3 else 15)
    return {'level': level, 'baking_powder_tsp': str(bp), 'sugar_cups': str(sugar),
            'liquid_cups': str(liquid), 'oven_f': oven}
def check(label, actual, expected):
    observations.append({"check": label, "actual": actual, "expected": expected, "passed": actual == expected})
fixtures = [[['sea level', [0, {'baking_powder_tsp': '1', 'liquid_cups': '1', 'oven_f': 350, 'sugar_cups': '1'}],
   {'baking_powder_tsp': '1', 'level': 0, 'liquid_cups': '1', 'oven_f': 350, 'sugar_cups': '1'}],
  ['threshold 3000', [3000, {'baking_powder_tsp': '2', 'liquid_cups': '1', 'oven_f': 350, 'sugar_cups': '1'}],
   {'baking_powder_tsp': '7/4', 'level': 1, 'liquid_cups': '35/32', 'oven_f': 365, 'sugar_cups': '15/16'}],
  ['level two', [5000, {'baking_powder_tsp': '1', 'liquid_cups': '1/2', 'oven_f': 375, 'sugar_cups': '2'}],
   {'baking_powder_tsp': '3/4', 'level': 2, 'liquid_cups': '19/32', 'oven_f': 390, 'sugar_cups': '7/4'}],
  ['regression: first altitude threshold',
   [3000, {'baking_powder_tsp': '2', 'liquid_cups': '4/3', 'oven_f': 375, 'sugar_cups': '1/2'}],
   {'baking_powder_tsp': '7/4', 'level': 1, 'liquid_cups': '35/24', 'oven_f': 390, 'sugar_cups': '15/32'}],
  ['repair check: first altitude threshold',
   [3000, {'baking_powder_tsp': '1/2', 'liquid_cups': '1/2', 'oven_f': 375, 'sugar_cups': '1/2'}],
   {'baking_powder_tsp': '7/16', 'level': 1, 'liquid_cups': '35/64', 'oven_f': 390, 'sugar_cups': '15/32'}],
  ['generated control 1',
   [7000, {'baking_powder_tsp': '2', 'liquid_cups': '3/4', 'oven_f': 350, 'sugar_cups': '2'}],
   {'baking_powder_tsp': '5/4', 'level': 3, 'liquid_cups': '123/128', 'oven_f': 375, 'sugar_cups': '13/8'}],
  ['generated control 2',
   [6999, {'baking_powder_tsp': '1/2', 'liquid_cups': '1/2', 'oven_f': 325, 'sugar_cups': '1/2'}],
   {'baking_powder_tsp': '3/8', 'level': 2, 'liquid_cups': '19/32', 'oven_f': 340, 'sugar_cups': '7/16'}],
  ['generated control 3',
   [3500, {'baking_powder_tsp': '1', 'liquid_cups': '4/3', 'oven_f': 375, 'sugar_cups': '1/2'}],
   {'baking_powder_tsp': '7/8', 'level': 1, 'liquid_cups': '35/24', 'oven_f': 390, 'sugar_cups': '15/32'}]],
 [['threshold 3000', [3000, {'baking_powder_tsp': '2', 'liquid_cups': '1', 'oven_f': 350, 'sugar_cups': '1'}],
   {'baking_powder_tsp': '7/4', 'level': 1, 'liquid_cups': '35/32', 'oven_f': 365, 'sugar_cups': '15/16'}],
  ['level two', [5000, {'baking_powder_tsp': '1', 'liquid_cups': '1/2', 'oven_f': 375, 'sugar_cups': '2'}],
   {'baking_powder_tsp': '3/4', 'level': 2, 'liquid_cups': '19/32', 'oven_f': 390, 'sugar_cups': '7/4'}],
  ['mountain', [8000, {'baking_powder_tsp': '1', 'liquid_cups': '1', 'oven_f': 350, 'sugar_cups': '1'}],
   {'baking_powder_tsp': '5/8', 'level': 3, 'liquid_cups': '41/32', 'oven_f': 375, 'sugar_cups': '13/16'}],
  ['regression: first altitude threshold',
   [3000, {'baking_powder_tsp': '1', 'liquid_cups': '3/4', 'oven_f': 375, 'sugar_cups': '2'}],
   {'baking_powder_tsp': '7/8', 'level': 1, 'liquid_cups': '105/128', 'oven_f': 390, 'sugar_cups': '15/8'}],
  ['repair check: first altitude threshold',
   [3000, {'baking_powder_tsp': '1', 'liquid_cups': '4/3', 'oven_f': 375, 'sugar_cups': '1'}],
   {'baking_powder_tsp': '7/8', 'level': 1, 'liquid_cups': '35/24', 'oven_f': 390, 'sugar_cups': '15/16'}],
  ['generated control 1',
   [3500, {'baking_powder_tsp': '2', 'liquid_cups': '1', 'oven_f': 350, 'sugar_cups': '1/2'}],
   {'baking_powder_tsp': '7/4', 'level': 1, 'liquid_cups': '35/32', 'oven_f': 365, 'sugar_cups': '15/32'}],
  ['generated control 2',
   [6500, {'baking_powder_tsp': '1/2', 'liquid_cups': '1', 'oven_f': 350, 'sugar_cups': '1/2'}],
   {'baking_powder_tsp': '3/8', 'level': 2, 'liquid_cups': '19/16', 'oven_f': 365, 'sugar_cups': '7/16'}],
  ['generated control 3',
   [1500, {'baking_powder_tsp': '1/2', 'liquid_cups': '1', 'oven_f': 375, 'sugar_cups': '3/4'}],
   {'baking_powder_tsp': '1/2', 'level': 0, 'liquid_cups': '1', 'oven_f': 375, 'sugar_cups': '3/4'}]],
 [['level two', [5000, {'baking_powder_tsp': '1', 'liquid_cups': '1/2', 'oven_f': 375, 'sugar_cups': '2'}],
   {'baking_powder_tsp': '3/4', 'level': 2, 'liquid_cups': '19/32', 'oven_f': 390, 'sugar_cups': '7/4'}],
  ['mountain', [8000, {'baking_powder_tsp': '1', 'liquid_cups': '1', 'oven_f': 350, 'sugar_cups': '1'}],
   {'baking_powder_tsp': '5/8', 'level': 3, 'liquid_cups': '41/32', 'oven_f': 375, 'sugar_cups': '13/16'}],
  ['sea level', [0, {'baking_powder_tsp': '1', 'liquid_cups': '1', 'oven_f': 350, 'sugar_cups': '1'}],
   {'baking_powder_tsp': '1', 'level': 0, 'liquid_cups': '1', 'oven_f': 350, 'sugar_cups': '1'}],
  ['regression: first altitude threshold',
   [3000, {'baking_powder_tsp': '2', 'liquid_cups': '1/2', 'oven_f': 350, 'sugar_cups': '2'}],
   {'baking_powder_tsp': '7/4', 'level': 1, 'liquid_cups': '35/64', 'oven_f': 365, 'sugar_cups': '15/8'}],
  ['repair check: first altitude threshold',
   [3000, {'baking_powder_tsp': '3/2', 'liquid_cups': '1/2', 'oven_f': 325, 'sugar_cups': '1'}],
   {'baking_powder_tsp': '21/16', 'level': 1, 'liquid_cups': '35/64', 'oven_f': 340, 'sugar_cups': '15/16'}],
  ['generated control 1',
   [6999, {'baking_powder_tsp': '1/2', 'liquid_cups': '1', 'oven_f': 350, 'sugar_cups': '2'}],
   {'baking_powder_tsp': '3/8', 'level': 2, 'liquid_cups': '19/16', 'oven_f': 365, 'sugar_cups': '7/4'}],
  ['generated control 2',
   [5000, {'baking_powder_tsp': '1', 'liquid_cups': '3/4', 'oven_f': 375, 'sugar_cups': '1'}],
   {'baking_powder_tsp': '3/4', 'level': 2, 'liquid_cups': '57/64', 'oven_f': 390, 'sugar_cups': '7/8'}],
  ['generated control 3',
   [5000, {'baking_powder_tsp': '1', 'liquid_cups': '1', 'oven_f': 350, 'sugar_cups': '1'}],
   {'baking_powder_tsp': '3/4', 'level': 2, 'liquid_cups': '19/16', 'oven_f': 365, 'sugar_cups': '7/8'}]],
 [['mountain', [8000, {'baking_powder_tsp': '1', 'liquid_cups': '1', 'oven_f': 350, 'sugar_cups': '1'}],
   {'baking_powder_tsp': '5/8', 'level': 3, 'liquid_cups': '41/32', 'oven_f': 375, 'sugar_cups': '13/16'}],
  ['sea level', [0, {'baking_powder_tsp': '1', 'liquid_cups': '1', 'oven_f': 350, 'sugar_cups': '1'}],
   {'baking_powder_tsp': '1', 'level': 0, 'liquid_cups': '1', 'oven_f': 350, 'sugar_cups': '1'}],
  ['threshold 3000', [3000, {'baking_powder_tsp': '2', 'liquid_cups': '1', 'oven_f': 350, 'sugar_cups': '1'}],
   {'baking_powder_tsp': '7/4', 'level': 1, 'liquid_cups': '35/32', 'oven_f': 365, 'sugar_cups': '15/16'}],
  ['regression: first altitude threshold',
   [3000, {'baking_powder_tsp': '1', 'liquid_cups': '1/2', 'oven_f': 375, 'sugar_cups': '2'}],
   {'baking_powder_tsp': '7/8', 'level': 1, 'liquid_cups': '35/64', 'oven_f': 390, 'sugar_cups': '15/8'}],
  ['repair check: first altitude threshold',
   [3000, {'baking_powder_tsp': '3/2', 'liquid_cups': '1', 'oven_f': 325, 'sugar_cups': '1'}],
   {'baking_powder_tsp': '21/16', 'level': 1, 'liquid_cups': '35/32', 'oven_f': 340, 'sugar_cups': '15/16'}],
  ['generated control 1',
   [0, {'baking_powder_tsp': '1/2', 'liquid_cups': '1/2', 'oven_f': 325, 'sugar_cups': '3/4'}],
   {'baking_powder_tsp': '1/2', 'level': 0, 'liquid_cups': '1/2', 'oven_f': 325, 'sugar_cups': '3/4'}],
  ['generated control 2',
   [9000, {'baking_powder_tsp': '3/2', 'liquid_cups': '3/4', 'oven_f': 350, 'sugar_cups': '1/2'}],
   {'baking_powder_tsp': '15/16',
    'level': 3,
    'liquid_cups': '123/128',
    'oven_f': 375,
    'sugar_cups': '13/32'}],
  ['generated control 3',
   [5000, {'baking_powder_tsp': '3/2', 'liquid_cups': '1', 'oven_f': 325, 'sugar_cups': '1'}],
   {'baking_powder_tsp': '9/8', 'level': 2, 'liquid_cups': '19/16', 'oven_f': 340, 'sugar_cups': '7/8'}]],
 [['sea level', [0, {'baking_powder_tsp': '1', 'liquid_cups': '1', 'oven_f': 350, 'sugar_cups': '1'}],
   {'baking_powder_tsp': '1', 'level': 0, 'liquid_cups': '1', 'oven_f': 350, 'sugar_cups': '1'}],
  ['threshold 3000', [3000, {'baking_powder_tsp': '2', 'liquid_cups': '1', 'oven_f': 350, 'sugar_cups': '1'}],
   {'baking_powder_tsp': '7/4', 'level': 1, 'liquid_cups': '35/32', 'oven_f': 365, 'sugar_cups': '15/16'}],
  ['level two', [5000, {'baking_powder_tsp': '1', 'liquid_cups': '1/2', 'oven_f': 375, 'sugar_cups': '2'}],
   {'baking_powder_tsp': '3/4', 'level': 2, 'liquid_cups': '19/32', 'oven_f': 390, 'sugar_cups': '7/4'}],
  ['regression: first altitude threshold',
   [3000, {'baking_powder_tsp': '1', 'liquid_cups': '1', 'oven_f': 375, 'sugar_cups': '3/4'}],
   {'baking_powder_tsp': '7/8', 'level': 1, 'liquid_cups': '35/32', 'oven_f': 390, 'sugar_cups': '45/64'}],
  ['repair check: first altitude threshold',
   [3000, {'baking_powder_tsp': '1/2', 'liquid_cups': '3/4', 'oven_f': 325, 'sugar_cups': '3/4'}],
   {'baking_powder_tsp': '7/16', 'level': 1, 'liquid_cups': '105/128', 'oven_f': 340, 'sugar_cups': '45/64'}],
  ['generated control 1',
   [9000, {'baking_powder_tsp': '3/2', 'liquid_cups': '1', 'oven_f': 325, 'sugar_cups': '1'}],
   {'baking_powder_tsp': '15/16', 'level': 3, 'liquid_cups': '41/32', 'oven_f': 350, 'sugar_cups': '13/16'}],
  ['generated control 2',
   [5000, {'baking_powder_tsp': '2', 'liquid_cups': '3/4', 'oven_f': 325, 'sugar_cups': '2'}],
   {'baking_powder_tsp': '3/2', 'level': 2, 'liquid_cups': '57/64', 'oven_f': 340, 'sugar_cups': '7/4'}],
  ['generated control 3',
   [2999, {'baking_powder_tsp': '3/2', 'liquid_cups': '1/2', 'oven_f': 350, 'sugar_cups': '1'}],
   {'baking_powder_tsp': '3/2', 'level': 0, 'liquid_cups': '1/2', 'oven_f': 350, 'sugar_cups': '1'}]]]
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
sea level{'baking_powder_tsp': '1', 'level': 0, 'liquid_cups': '1', 'oven_f': 350, 'sugar_cups': '1'}{'baking_powder_tsp': '1', 'level': 0, 'liquid_cups': '1', 'oven_f': 350, 'sugar_cups': '1'}Passed
threshold 3000{'baking_powder_tsp': '7/4', 'level': 1, 'liquid_cups': '35/32', 'oven_f': 365, 'sugar_cups': '15/16'}{'baking_powder_tsp': '7/4', 'level': 1, 'liquid_cups': '35/32', 'oven_f': 365, 'sugar_cups': '15/16'}Passed
level two{'baking_powder_tsp': '3/4', 'level': 2, 'liquid_cups': '19/32', 'oven_f': 390, 'sugar_cups': '7/4'}{'baking_powder_tsp': '3/4', 'level': 2, 'liquid_cups': '19/32', 'oven_f': 390, 'sugar_cups': '7/4'}Passed
regression: first altitude threshold{'baking_powder_tsp': '7/4', 'level': 1, 'liquid_cups': '35/24', 'oven_f': 390, 'sugar_cups': '15/32'}{'baking_powder_tsp': '7/4', 'level': 1, 'liquid_cups': '35/24', 'oven_f': 390, 'sugar_cups': '15/32'}Passed
repair check: first altitude threshold{'baking_powder_tsp': '7/16', 'level': 1, 'liquid_cups': '35/64', 'oven_f': 390, 'sugar_cups': '15/32'}{'baking_powder_tsp': '7/16', 'level': 1, 'liquid_cups': '35/64', 'oven_f': 390, 'sugar_cups': '15/32'}Passed
generated control 1{'baking_powder_tsp': '5/4', 'level': 3, 'liquid_cups': '123/128', 'oven_f': 375, 'sugar_cups': '13/8'}{'baking_powder_tsp': '5/4', 'level': 3, 'liquid_cups': '123/128', 'oven_f': 375, 'sugar_cups': '13/8'}Passed
generated control 2{'baking_powder_tsp': '3/8', 'level': 2, 'liquid_cups': '19/32', 'oven_f': 340, 'sugar_cups': '7/16'}{'baking_powder_tsp': '3/8', 'level': 2, 'liquid_cups': '19/32', 'oven_f': 340, 'sugar_cups': '7/16'}Passed
generated control 3{'baking_powder_tsp': '7/8', 'level': 1, 'liquid_cups': '35/24', 'oven_f': 390, 'sugar_cups': '15/32'}{'baking_powder_tsp': '7/8', 'level': 1, 'liquid_cups': '35/24', 'oven_f': 390, 'sugar_cups': '15/32'}Passed

SHA-256 / 6a34552de9f1885744b4f48b91c6261add8789f212ca3384839158d993ad6004

Verification & scope

A deterministic toy contract stated in full here; it is a bounded teaching model, not an authoritative reference or standards implementation. 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 2026-09-29T14:52:28.678275+00:00.

Case digest / 912b8a6a24e783d68336a0a7b0c1235e602bdbb3c4a6bdd7a671e3cfbf5ac23c