FAILURE MAP
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FA-92731 / HVAC thermostat control / Open access

Cycle length is computed with float division · case 01

With 7 or 9 cycles per hour the heater only cycles once, at minute 0, and then stays off.

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

ROOT CAUSE

The cycle length 60 / cph is a non-integer, so minute % period never returns to 0.

VERIFIED REPAIR

Use an integer cycle length of 60 // cph minutes.

Unsuccessful approach: Rounding 60 / cph gives the wrong cycle length for some settings.

Case contract

Time-proportioning heating thermostat with a cycles-per-hour setting, sampled per minute. The cycle length is 60 // cph minutes. At each cycle start the error (setpoint - temp) is clamped to 0..band and the on time is error/band of the cycle rounded half up; an on time of 1 minute is extended to the 2-minute minimum, and an off time of 1 minute is eliminated (full on). The output is on for the first on-time minutes of the cycle. Return the heat output per minute.

Why this case matters

Residential and light-commercial thermostats make these decisions sample by sample; each defect changes equipment calls in a way that shows up as short cycling, comfort complaints or equipment stress.

1 / The failure

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

N = 1
observations = []
def solve(cph, band, setpoint, temps):
    period = 60 / cph
    out = []
    on_left = 0
    for minute, temp in enumerate(temps):
        if minute % period == 0:
            err = setpoint - temp
            num = max(0, min(err, band)) * period
            on = (2 * num + band) // (2 * band)
            if 0 < on < 2:
                on = 2
            if 0 < period - on < 2:
                on = period
            on_left = on
        out.append(on_left > 0)
        if on_left > 0:
            on_left -= 1
    return out
def check(label, actual, expected):
    observations.append({"check": label, "actual": actual, "expected": expected, "passed": actual == expected})
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     699,
     700,
     701,
     702,
     706,
     709,
     710,
     713,
     715,
     713,
     715,
     715,
     715,
     715,
     712]],
   [True,
    True,
    True,
    True,
    True,
    False,
    False,
    False,
    True,
    True,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False]],
  ['regression: scenario 25',
   [8,
    20,
    700,
    [686,
     685,
     683,
     680,
     677,
     673,
     671,
     669,
     666,
     666,
     666,
     664,
     664,
     664,
     667,
     663,
     663,
     662,
     661,
     663,
     667,
     666,
     663,
     664,
     663,
     665,
     668,
     664,
     667,
     670,
     669,
     670,
     667,
     666,
     664,
     667,
     670,
     666,
     670,
     669]],
   [True,
    True,
    True,
    True,
    True,
    False,
    False,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True]],
  ['control: three cycles',
   [5,
    20,
    700,
    [690,
     690,
     690,
     690,
     690,
     690,
     690,
     690,
     690,
     690,
     690,
     690,
     700,
     700,
     700,
     700,
     700,
     700,
     700,
     700,
     700,
     700,
     700,
     700,
     681,
     681,
     681,
     681,
     681,
     681,
     681,
     681,
     681,
     681,
     681,
     681]],
   [True,
    True,
    True,
    True,
    True,
    True,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True]],
  ['regression: seven cycles per hour',
   [7,
    20,
    700,
    [690,
     690,
     690,
     690,
     690,
     690,
     690,
     690,
     690,
     685,
     685,
     685,
     685,
     685,
     685,
     685,
     685,
     685,
     695,
     695,
     695,
     695,
     695,
     695,
     695,
     695,
     695]],
   [True,
    True,
    True,
    True,
    False,
    False,
    False,
    False,
    True,
    True,
    True,
    True,
    False,
    False,
    False,
    False,
    True,
    True,
    True,
    True,
    True,
    True,
    False,
    False,
    True,
    True,
    False]],
  ['control: tiny error',
   [6,
    30,
    700,
    [696, 696, 696, 696, 696, 696, 696, 696, 696, 696, 698, 698, 698, 698, 698, 698, 698, 698, 698, 698]],
   [True,
    True,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    True,
    True,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False]],
  ['control: above setpoint',
   [4,
    10,
    700,
    [705,
     705,
     705,
     705,
     705,
     705,
     705,
     705,
     705,
     705,
     705,
     705,
     705,
     705,
     705,
     695,
     695,
     695,
     695,
     695,
     695,
     695,
     695,
     695,
     695,
     695,
     695,
     695,
     695,
     695]],
   [False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    False,
    False,
    False,
    False,
    False,
    False,
    False]],
  ['control: scenario 1',
   [6,
    10,
    700,
    [702,
     699,
     703,
     707,
     704,
     708,
     705,
     701,
     698,
     700,
     703,
     703,
     700,
     697,
     696,
     697,
     697,
     701,
     703,
     703,
     704,
     705,
     708,
     704,
     706,
     705,
     702,
     706,
     707,
     704,
     708,
     707,
     703,
     706,
     707,
     703,
     703,
     706,
     707,
     706]],
   [False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False]],
  ['control: scenario 2',
   [3,
    20,
    700,
    [682, 683, 684, 687, 687, 686, 682, 683, 680, 676, 680, 683, 679, 675, 674, 671, 671, 672, 670, 672]],
   [True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    False,
    False]]],
 [['regression: scenario 11',
   [9,
    10,
    700,
    [681,
     685,
     683,
     685,
     683,
     682,
     681,
     682,
     686,
     688,
     685,
     688,
     686,
     684,
     686,
     688,
     690,
     688,
     692,
     696,
     697,
     695,
     694,
     692,
     696,
     694,
     698,
     702,
     703,
     703,
     700,
     698,
     700,
     696,
     699,
     698]],
   [True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False]],
  ['regression: scenario 12',
   [7,
    30,
    700,
    [696,
     694,
     690,
     693,
     689,
     689,
     691,
     693,
     689,
     687,
     685,
     682,
     686,
     689,
     688,
     692,
     689,
     689,
     689,
     689,
     692,
     694,
     696,
     697,
     698,
     698,
     695,
     698,
     699,
     702,
     706,
     708,
     710,
     714,
     715]],
   [True,
    True,
    False,
    False,
    False,
    False,
    False,
    False,
    True,
    True,
    True,
    False,
    False,
    False,
    False,
    False,
    True,
    True,
    True,
    False,
    False,
    False,
    False,
    False,
    True,
    True,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False]],
  ['control: three cycles',
   [5,
    20,
    700,
    [690,
     690,
     690,
     690,
     690,
     690,
     690,
     690,
     690,
     690,
     690,
     690,
     700,
     700,
     700,
     700,
     700,
     700,
     700,
     700,
     700,
     700,
     700,
     700,
     681,
     681,
     681,
     681,
     681,
     681,
     681,
     681,
     681,
     681,
     681,
     681]],
   [True,
    True,
    True,
    True,
    True,
    True,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True]],
  ['regression: seven cycles per hour',
   [7,
    20,
    700,
    [690,
     690,
     690,
     690,
     690,
     690,
     690,
     690,
     690,
     685,
     685,
     685,
     685,
     685,
     685,
     685,
     685,
     685,
     695,
     695,
     695,
     695,
     695,
     695,
     695,
     695,
     695]],
   [True,
    True,
    True,
    True,
    False,
    False,
    False,
    False,
    True,
    True,
    True,
    True,
    False,
    False,
    False,
    False,
    True,
    True,
    True,
    True,
    True,
    True,
    False,
    False,
    True,
    True,
    False]],
  ['control: tiny error',
   [6,
    30,
    700,
    [696, 696, 696, 696, 696, 696, 696, 696, 696, 696, 698, 698, 698, 698, 698, 698, 698, 698, 698, 698]],
   [True,
    True,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    True,
    True,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False]],
  ['control: above setpoint',
   [4,
    10,
    700,
    [705,
     705,
     705,
     705,
     705,
     705,
     705,
     705,
     705,
     705,
     705,
     705,
     705,
     705,
     705,
     695,
     695,
     695,
     695,
     695,
     695,
     695,
     695,
     695,
     695,
     695,
     695,
     695,
     695,
     695]],
   [False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    False,
    False,
    False,
    False,
    False,
    False,
    False]],
  ['control: scenario 1',
   [5,
    10,
    700,
    [698,
     700,
     702,
     701,
     700,
     700,
     699,
     697,
     694,
     696,
     698,
     694,
     697,
     697,
     694,
     698,
     700,
     698,
     699,
     700,
     703,
     707,
     708,
     706,
     708,
     712,
     710,
     706,
     702,
     700,
     696,
     696,
     692]],
   [True,
    True,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    True,
    True,
    True,
    True,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False]],
  ['control: scenario 2',
   [3,
    10,
    700,
    [669,
     665,
     665,
     665,
     666,
     665,
     663,
     665,
     667,
     665,
     667,
     663,
     663,
     667,
     667,
     668,
     664,
     664,
     664,
     663,
     661,
     661,
     661,
     664,
     666,
     664,
     668]],
   [True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True]]]]
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: seven cycles per hour[True, True, True, True, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False][True, True, True, True, False, False, False, False, True, True, True, True, False, False, False, False, True, True, True, True, True, True, False, False, True, True, False]Failed
regression: scenario 3[True, True, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False][True, True, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, True, True, False, False, False]Failed
control: three cycles[True, True, True, True, True, True, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, True, True, True, True, True, True, True, True, True, True, True, True][True, True, True, True, True, True, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, True, True, True, True, True, True, True, True, True, True, True, True]Passed
control: tiny error[True, True, False, False, False, False, False, False, False, False, True, True, False, False, False, False, False, False, False, False][True, True, False, False, False, False, False, False, False, False, True, True, False, False, False, False, False, False, False, False]Passed
control: above setpoint[False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, True, True, True, True, True, True, True, True, False, False, False, False, False, False, False][False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, True, True, True, True, True, True, True, True, False, False, False, False, False, False, False]Passed
control: scenario 1[True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True][True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True]Passed
control: scenario 2[True, True, False, False, False, False, False, False, False, False, True, True, True, False, False, False, False, False, False, False, True, True, False][True, True, False, False, False, False, False, False, False, False, True, True, True, False, False, False, False, False, False, False, True, True, False]Passed
control: scenario 4[True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True][True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True]Passed

SHA-256 / 6b4477637c10dacb44f723382f6f9bdad1f593753e92e8c69670e31df267a9b7

2 / The unsuccessful fix

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

N = 1
observations = []
def solve(cph, band, setpoint, temps):
    period = round(60 / cph)
    out = []
    on_left = 0
    for minute, temp in enumerate(temps):
        if minute % period == 0:
            err = setpoint - temp
            num = max(0, min(err, band)) * period
            on = (2 * num + band) // (2 * band)
            if 0 < on < 2:
                on = 2
            if 0 < period - on < 2:
                on = period
            on_left = on
        out.append(on_left > 0)
        if on_left > 0:
            on_left -= 1
    return out
def check(label, actual, expected):
    observations.append({"check": label, "actual": actual, "expected": expected, "passed": actual == expected})
fixtures = [[['regression: seven cycles per hour',
   [7,
    20,
    700,
    [690,
     690,
     690,
     690,
     690,
     690,
     690,
     690,
     690,
     685,
     685,
     685,
     685,
     685,
     685,
     685,
     685,
     685,
     695,
     695,
     695,
     695,
     695,
     695,
     695,
     695,
     695]],
   [True,
    True,
    True,
    True,
    False,
    False,
    False,
    False,
    True,
    True,
    True,
    True,
    False,
    False,
    False,
    False,
    True,
    True,
    True,
    True,
    True,
    True,
    False,
    False,
    True,
    True,
    False]],
  ['regression: scenario 3',
   [7,
    30,
    700,
    [693,
     691,
     695,
     691,
     695,
     698,
     697,
     700,
     702,
     704,
     706,
     708,
     709,
     707,
     706,
     702,
     702,
     701,
     698,
     701,
     700,
     704,
     703,
     702,
     702,
     699,
     695,
     694,
     696,
     699,
     696,
     692,
     694,
     693,
     694,
     697,
     700]],
   [True,
    True,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    True,
    True,
    False,
    False,
    False]],
  ['control: three cycles',
   [5,
    20,
    700,
    [690,
     690,
     690,
     690,
     690,
     690,
     690,
     690,
     690,
     690,
     690,
     690,
     700,
     700,
     700,
     700,
     700,
     700,
     700,
     700,
     700,
     700,
     700,
     700,
     681,
     681,
     681,
     681,
     681,
     681,
     681,
     681,
     681,
     681,
     681,
     681]],
   [True,
    True,
    True,
    True,
    True,
    True,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True]],
  ['control: tiny error',
   [6,
    30,
    700,
    [696, 696, 696, 696, 696, 696, 696, 696, 696, 696, 698, 698, 698, 698, 698, 698, 698, 698, 698, 698]],
   [True,
    True,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    True,
    True,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False]],
  ['control: above setpoint',
   [4,
    10,
    700,
    [705,
     705,
     705,
     705,
     705,
     705,
     705,
     705,
     705,
     705,
     705,
     705,
     705,
     705,
     705,
     695,
     695,
     695,
     695,
     695,
     695,
     695,
     695,
     695,
     695,
     695,
     695,
     695,
     695,
     695]],
   [False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    False,
    False,
    False,
    False,
    False,
    False,
    False]],
  ['control: scenario 1',
   [4,
    10,
    700,
    [673,
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     653,
     650,
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     651,
     654,
     651,
     650,
     650,
     650,
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   [True,
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    True,
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    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True]],
  ['control: scenario 2',
   [6,
    30,
    700,
    [697,
     695,
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     691,
     692,
     693,
     692,
     690,
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     684,
     683,
     687,
     688,
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     691,
     690,
     692,
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   [True,
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    False,
    True,
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    True,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    True,
    True,
    False]],
  ['control: scenario 4',
   [4,
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    700,
    [680,
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     684,
     685,
     686,
     682,
     681,
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     673,
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     665,
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   [True,
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    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True]]],
 [['regression: scenario 5',
   [9,
    10,
    700,
    [684,
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     680,
     682,
     681,
     682,
     686,
     685,
     684,
     682,
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   [True,
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  ['regression: scenario 4',
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   [False,
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    False,
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    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False]],
  ['control: three cycles',
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    20,
    700,
    [690,
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     690,
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   [True,
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  ['regression: seven cycles per hour',
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    20,
    700,
    [690,
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  ['control: tiny error',
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   [True,
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    False,
    False,
    False,
    False]],
  ['control: above setpoint',
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    700,
    [705,
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   [False,
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    [690,
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 [['regression: scenario 2',
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    False,
    False]],
  ['regression: scenario 3',
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    700,
    [701,
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     708,
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     709,
     711,
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   [False,
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    True,
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  ['control: three cycles',
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    [690,
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     690,
     690,
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   [True,
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  ['regression: seven cycles per hour',
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    700,
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  ['control: tiny error',
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   [True,
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    False,
    False,
    False,
    True,
    True,
    False,
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    False,
    False,
    False,
    False,
    False,
    False]],
  ['control: above setpoint',
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    10,
    700,
    [705,
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     705,
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   [False,
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    False,
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  ['regression: scenario 1',
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    20,
    700,
    [688,
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     687,
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   [True,
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  ['control: scenario 4',
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    700,
    [675,
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     673,
     676,
     674,
     672,
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   [True,
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    False,
    False,
    True,
    True,
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    True,
    True,
    True,
    True,
    True]]],
 [['regression: scenario 8',
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    30,
    700,
    [680,
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  ['regression: scenario 25',
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  ['control: tiny error',
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    700,
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  ['control: above setpoint',
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    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False]],
  ['control: scenario 2',
   [3,
    20,
    700,
    [682, 683, 684, 687, 687, 686, 682, 683, 680, 676, 680, 683, 679, 675, 674, 671, 671, 672, 670, 672]],
   [True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    False,
    False]]],
 [['regression: scenario 11',
   [9,
    10,
    700,
    [681,
     685,
     683,
     685,
     683,
     682,
     681,
     682,
     686,
     688,
     685,
     688,
     686,
     684,
     686,
     688,
     690,
     688,
     692,
     696,
     697,
     695,
     694,
     692,
     696,
     694,
     698,
     702,
     703,
     703,
     700,
     698,
     700,
     696,
     699,
     698]],
   [True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False]],
  ['regression: scenario 12',
   [7,
    30,
    700,
    [696,
     694,
     690,
     693,
     689,
     689,
     691,
     693,
     689,
     687,
     685,
     682,
     686,
     689,
     688,
     692,
     689,
     689,
     689,
     689,
     692,
     694,
     696,
     697,
     698,
     698,
     695,
     698,
     699,
     702,
     706,
     708,
     710,
     714,
     715]],
   [True,
    True,
    False,
    False,
    False,
    False,
    False,
    False,
    True,
    True,
    True,
    False,
    False,
    False,
    False,
    False,
    True,
    True,
    True,
    False,
    False,
    False,
    False,
    False,
    True,
    True,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False]],
  ['control: three cycles',
   [5,
    20,
    700,
    [690,
     690,
     690,
     690,
     690,
     690,
     690,
     690,
     690,
     690,
     690,
     690,
     700,
     700,
     700,
     700,
     700,
     700,
     700,
     700,
     700,
     700,
     700,
     700,
     681,
     681,
     681,
     681,
     681,
     681,
     681,
     681,
     681,
     681,
     681,
     681]],
   [True,
    True,
    True,
    True,
    True,
    True,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True]],
  ['regression: seven cycles per hour',
   [7,
    20,
    700,
    [690,
     690,
     690,
     690,
     690,
     690,
     690,
     690,
     690,
     685,
     685,
     685,
     685,
     685,
     685,
     685,
     685,
     685,
     695,
     695,
     695,
     695,
     695,
     695,
     695,
     695,
     695]],
   [True,
    True,
    True,
    True,
    False,
    False,
    False,
    False,
    True,
    True,
    True,
    True,
    False,
    False,
    False,
    False,
    True,
    True,
    True,
    True,
    True,
    True,
    False,
    False,
    True,
    True,
    False]],
  ['control: tiny error',
   [6,
    30,
    700,
    [696, 696, 696, 696, 696, 696, 696, 696, 696, 696, 698, 698, 698, 698, 698, 698, 698, 698, 698, 698]],
   [True,
    True,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    True,
    True,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False]],
  ['control: above setpoint',
   [4,
    10,
    700,
    [705,
     705,
     705,
     705,
     705,
     705,
     705,
     705,
     705,
     705,
     705,
     705,
     705,
     705,
     705,
     695,
     695,
     695,
     695,
     695,
     695,
     695,
     695,
     695,
     695,
     695,
     695,
     695,
     695,
     695]],
   [False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    False,
    False,
    False,
    False,
    False,
    False,
    False]],
  ['control: scenario 1',
   [5,
    10,
    700,
    [698,
     700,
     702,
     701,
     700,
     700,
     699,
     697,
     694,
     696,
     698,
     694,
     697,
     697,
     694,
     698,
     700,
     698,
     699,
     700,
     703,
     707,
     708,
     706,
     708,
     712,
     710,
     706,
     702,
     700,
     696,
     696,
     692]],
   [True,
    True,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    True,
    True,
    True,
    True,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False]],
  ['control: scenario 2',
   [3,
    10,
    700,
    [669,
     665,
     665,
     665,
     666,
     665,
     663,
     665,
     667,
     665,
     667,
     663,
     663,
     667,
     667,
     668,
     664,
     664,
     664,
     663,
     661,
     661,
     661,
     664,
     666,
     664,
     668]],
   [True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True]]]]
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: seven cycles per hour[True, True, True, True, True, False, False, False, False, True, True, True, True, True, True, True, False, False, True, True, False, False, False, False, False, False, False][True, True, True, True, False, False, False, False, True, True, True, True, False, False, False, False, True, True, True, True, True, True, False, False, True, True, False]Failed
regression: scenario 3[True, True, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, True, True, False, False, False, False, False, False, False, True, True, False, False, False, False, False, False, False, False][True, True, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, True, True, False, False, False]Failed
control: three cycles[True, True, True, True, True, True, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, True, True, True, True, True, True, True, True, True, True, True, True][True, True, True, True, True, True, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, True, True, True, True, True, True, True, True, True, True, True, True]Passed
control: tiny error[True, True, False, False, False, False, False, False, False, False, True, True, False, False, False, False, False, False, False, False][True, True, False, False, False, False, False, False, False, False, True, True, False, False, False, False, False, False, False, False]Passed
control: above setpoint[False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, True, True, True, True, True, True, True, True, False, False, False, False, False, False, False][False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, True, True, True, True, True, True, True, True, False, False, False, False, False, False, False]Passed
control: scenario 1[True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True][True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True]Passed
control: scenario 2[True, True, False, False, False, False, False, False, False, False, True, True, True, False, False, False, False, False, False, False, True, True, False][True, True, False, False, False, False, False, False, False, False, True, True, True, False, False, False, False, False, False, False, True, True, False]Passed
control: scenario 4[True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True][True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True]Passed

SHA-256 / 8dc57b3f2167f64dc74bfc6e43b47d5a2cc90a4ca5026f8e7b673e70f4a4bd85

3 / The verified repair

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

N = 1
observations = []
def solve(cph, band, setpoint, temps):
    period = 60 // cph
    out = []
    on_left = 0
    for minute, temp in enumerate(temps):
        if minute % period == 0:
            err = setpoint - temp
            num = max(0, min(err, band)) * period
            on = (2 * num + band) // (2 * band)
            if 0 < on < 2:
                on = 2
            if 0 < period - on < 2:
                on = period
            on_left = on
        out.append(on_left > 0)
        if on_left > 0:
            on_left -= 1
    return out
def check(label, actual, expected):
    observations.append({"check": label, "actual": actual, "expected": expected, "passed": actual == expected})
fixtures = [[['regression: seven cycles per hour',
   [7,
    20,
    700,
    [690,
     690,
     690,
     690,
     690,
     690,
     690,
     690,
     690,
     685,
     685,
     685,
     685,
     685,
     685,
     685,
     685,
     685,
     695,
     695,
     695,
     695,
     695,
     695,
     695,
     695,
     695]],
   [True,
    True,
    True,
    True,
    False,
    False,
    False,
    False,
    True,
    True,
    True,
    True,
    False,
    False,
    False,
    False,
    True,
    True,
    True,
    True,
    True,
    True,
    False,
    False,
    True,
    True,
    False]],
  ['regression: scenario 3',
   [7,
    30,
    700,
    [693,
     691,
     695,
     691,
     695,
     698,
     697,
     700,
     702,
     704,
     706,
     708,
     709,
     707,
     706,
     702,
     702,
     701,
     698,
     701,
     700,
     704,
     703,
     702,
     702,
     699,
     695,
     694,
     696,
     699,
     696,
     692,
     694,
     693,
     694,
     697,
     700]],
   [True,
    True,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    True,
    True,
    False,
    False,
    False]],
  ['control: three cycles',
   [5,
    20,
    700,
    [690,
     690,
     690,
     690,
     690,
     690,
     690,
     690,
     690,
     690,
     690,
     690,
     700,
     700,
     700,
     700,
     700,
     700,
     700,
     700,
     700,
     700,
     700,
     700,
     681,
     681,
     681,
     681,
     681,
     681,
     681,
     681,
     681,
     681,
     681,
     681]],
   [True,
    True,
    True,
    True,
    True,
    True,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True]],
  ['control: tiny error',
   [6,
    30,
    700,
    [696, 696, 696, 696, 696, 696, 696, 696, 696, 696, 698, 698, 698, 698, 698, 698, 698, 698, 698, 698]],
   [True,
    True,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    True,
    True,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False]],
  ['control: above setpoint',
   [4,
    10,
    700,
    [705,
     705,
     705,
     705,
     705,
     705,
     705,
     705,
     705,
     705,
     705,
     705,
     705,
     705,
     705,
     695,
     695,
     695,
     695,
     695,
     695,
     695,
     695,
     695,
     695,
     695,
     695,
     695,
     695,
     695]],
   [False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    False,
    False,
    False,
    False,
    False,
    False,
    False]],
  ['control: scenario 1',
   [4,
    10,
    700,
    [673,
     669,
     665,
     669,
     667,
     665,
     664,
     662,
     659,
     662,
     661,
     659,
     660,
     656,
     659,
     660,
     656,
     652,
     654,
     652,
     656,
     657,
     653,
     653,
     653,
     653,
     654,
     653,
     650,
     650,
     650,
     650,
     651,
     654,
     651,
     650,
     650,
     650,
     650]],
   [True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True]],
  ['control: scenario 2',
   [6,
    30,
    700,
    [697,
     695,
     691,
     695,
     691,
     692,
     693,
     692,
     690,
     690,
     690,
     687,
     684,
     683,
     687,
     688,
     688,
     691,
     690,
     692,
     693,
     689,
     692]],
   [True,
    True,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    True,
    True,
    True,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    True,
    True,
    False]],
  ['control: scenario 4',
   [4,
    10,
    700,
    [680,
     684,
     685,
     683,
     684,
     685,
     686,
     682,
     681,
     679,
     677,
     681,
     680,
     681,
     677,
     681,
     680,
     682,
     682,
     678,
     677,
     673,
     672,
     676,
     673,
     670,
     669,
     665,
     662]],
   [True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True]]],
 [['regression: scenario 5',
   [9,
    10,
    700,
    [684,
     682,
     680,
     682,
     681,
     682,
     686,
     685,
     684,
     682,
     679,
     682,
     686,
     688,
     688,
     689,
     689,
     689,
     693,
     689,
     685,
     682,
     681,
     682,
     684,
     685]],
   [True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    False,
    False,
    True,
    True]],
  ['regression: scenario 4',
   [9,
    30,
    700,
    [705,
     708,
     704,
     703,
     700,
     701,
     701,
     702,
     699,
     698,
     698,
     697,
     698,
     702,
     699,
     700,
     701,
     697,
     700,
     697,
     694,
     695,
     696]],
   [False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False]],
  ['control: three cycles',
   [5,
    20,
    700,
    [690,
     690,
     690,
     690,
     690,
     690,
     690,
     690,
     690,
     690,
     690,
     690,
     700,
     700,
     700,
     700,
     700,
     700,
     700,
     700,
     700,
     700,
     700,
     700,
     681,
     681,
     681,
     681,
     681,
     681,
     681,
     681,
     681,
     681,
     681,
     681]],
   [True,
    True,
    True,
    True,
    True,
    True,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True]],
  ['regression: seven cycles per hour',
   [7,
    20,
    700,
    [690,
     690,
     690,
     690,
     690,
     690,
     690,
     690,
     690,
     685,
     685,
     685,
     685,
     685,
     685,
     685,
     685,
     685,
     695,
     695,
     695,
     695,
     695,
     695,
     695,
     695,
     695]],
   [True,
    True,
    True,
    True,
    False,
    False,
    False,
    False,
    True,
    True,
    True,
    True,
    False,
    False,
    False,
    False,
    True,
    True,
    True,
    True,
    True,
    True,
    False,
    False,
    True,
    True,
    False]],
  ['control: tiny error',
   [6,
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 [['regression: scenario 2',
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  ['control: three cycles',
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    False,
    False,
    False,
    False,
    False]],
  ['control: scenario 1',
   [5,
    10,
    700,
    [698,
     700,
     702,
     701,
     700,
     700,
     699,
     697,
     694,
     696,
     698,
     694,
     697,
     697,
     694,
     698,
     700,
     698,
     699,
     700,
     703,
     707,
     708,
     706,
     708,
     712,
     710,
     706,
     702,
     700,
     696,
     696,
     692]],
   [True,
    True,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    True,
    True,
    True,
    True,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False,
    False]],
  ['control: scenario 2',
   [3,
    10,
    700,
    [669,
     665,
     665,
     665,
     666,
     665,
     663,
     665,
     667,
     665,
     667,
     663,
     663,
     667,
     667,
     668,
     664,
     664,
     664,
     663,
     661,
     661,
     661,
     664,
     666,
     664,
     668]],
   [True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True,
    True]]]]
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: seven cycles per hour[True, True, True, True, False, False, False, False, True, True, True, True, False, False, False, False, True, True, True, True, True, True, False, False, True, True, False][True, True, True, True, False, False, False, False, True, True, True, True, False, False, False, False, True, True, True, True, True, True, False, False, True, True, False]Passed
regression: scenario 3[True, True, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, True, True, False, False, False][True, True, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, True, True, False, False, False]Passed
control: three cycles[True, True, True, True, True, True, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, True, True, True, True, True, True, True, True, True, True, True, True][True, True, True, True, True, True, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, True, True, True, True, True, True, True, True, True, True, True, True]Passed
control: tiny error[True, True, False, False, False, False, False, False, False, False, True, True, False, False, False, False, False, False, False, False][True, True, False, False, False, False, False, False, False, False, True, True, False, False, False, False, False, False, False, False]Passed
control: above setpoint[False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, True, True, True, True, True, True, True, True, False, False, False, False, False, False, False][False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, True, True, True, True, True, True, True, True, False, False, False, False, False, False, False]Passed
control: scenario 1[True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True][True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True]Passed
control: scenario 2[True, True, False, False, False, False, False, False, False, False, True, True, True, False, False, False, False, False, False, False, True, True, False][True, True, False, False, False, False, False, False, False, False, True, True, True, False, False, False, False, False, False, False, True, True, False]Passed
control: scenario 4[True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True][True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True]Passed

SHA-256 / 2163ea02ed66dcf1a133c071becd69c5461e878b14dd130a2bddf38f525919a7

Verification & scope

A deterministic bounded teaching model of one thermostat or HVAC controller decision evaluated per sample. Temperatures are integer tenths of a degree Fahrenheit unless stated otherwise. The contract is a stipulated toy convention, not a claim of conformance to any manufacturer, ASHRAE guideline or code. 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 2026-09-29T14:51:48.521500+00:00.

Case digest / 7ea5cac1ea2de551ee811c7446b4569c15d9b58c64e97b2b487a26be58ade297