{"abstract":"A bag that empties exactly when an infusion is paused is reported as never emptying.","category":"Medication dosing calculations","checks":9,"contract":"Input {bag_ml, segments [[start_min, rate_ml_h], ...] ascending from 0}. Each segment runs until the next start; the last segment is open-ended. Paused segments (rate 0) consume nothing. Return {empty_min, alarm_min = max(0, empty-30)} rounded to 0.1 min, or both None when the bag never empties.","evaluation_group":"w2-meddose-bag-runout","failed_approach":"Comparing the needed minutes with the absolute segment end ignores the segment start offset.","family":"w2-meddose-bag-runout-segment-boundary-exhaustion","id":"FA-64301","implementations":{"attempt":{"sha256":"0391ec1b6b63db342a69fb0e84eb3e8a4e10062fbdf76831249d94df9e8ea2c1","source":"\"\"\"Failure Map reference implementation. Python standard library only.\"\"\"\nimport json\nimport math\nfrom fractions import Fraction\nN = 1\nobservations = []\ndef solve(x):\n    left = Fraction(x['bag_ml'])\n    segs = x['segments']\n    for i, (t0, rate) in enumerate(segs):\n        t1 = segs[i + 1][0] if i + 1 < len(segs) else None\n        if rate == 0:\n            continue\n        per_min = Fraction(rate, 60)\n        need = left / per_min\n        if t1 is None or need <= t1:\n            empty = t0 + need\n            return {'empty_min': round(float(empty), 1), 'alarm_min': round(float(max(Fraction(0), empty - 30)), 1)}\n        left -= per_min * (t1 - t0)\n    return {'empty_min': None, 'alarm_min': None}\ndef check(label, actual, expected):\n    observations.append({\"check\": label, \"actual\": actual, \"expected\": expected, \"passed\": actual == expected})\nfixtures = [[('single rate', {'bag_ml': 500, 'segments': [[0, 125]]}, {'empty_min': 240.0, 'alarm_min': 210.0}),\n  ('rate change mid bag',\n   {'bag_ml': 1000, 'segments': [[0, 125], [240, 260]]},\n   {'empty_min': 355.4, 'alarm_min': 325.4}),\n  ('empties exactly at pause',\n   {'bag_ml': 250, 'segments': [[0, 125], [120, 0], [150, 60]]},\n   {'empty_min': 120.0, 'alarm_min': 90.0}),\n  ('empties exactly at end of final paused tail',\n   {'bag_ml': 100, 'segments': [[0, 50], [120, 0]]},\n   {'empty_min': 120.0, 'alarm_min': 90.0}),\n  ('bag outlasts second segment before pause',\n   {'bag_ml': 110, 'segments': [[0, 60], [60, 60], [100, 0]]},\n   {'empty_min': None, 'alarm_min': None}),\n  ('completed middle segment consumption',\n   {'bag_ml': 200, 'segments': [[0, 60], [30, 120], [60, 31]]},\n   {'empty_min': 272.9, 'alarm_min': 242.9}),\n  ('small bag alarm clamps at zero',\n   {'bag_ml': 20, 'segments': [[0, 80]]},\n   {'empty_min': 15.0, 'alarm_min': 0.0}),\n  ('pause then resume',\n   {'bag_ml': 100, 'segments': [[0, 60], [30, 0], [90, 30]]},\n   {'empty_min': 230.0, 'alarm_min': 200.0}),\n  ('very slow multi-day tail',\n   {'bag_ml': 1000, 'segments': [[0, 50], [60, 11]]},\n   {'empty_min': 5241.8, 'alarm_min': 5211.8})],\n [('single rate', {'bag_ml': 500, 'segments': [[0, 150]]}, {'empty_min': 200.0, 'alarm_min': 170.0}),\n  ('rate change mid bag',\n   {'bag_ml': 1000, 'segments': [[0, 125], [240, 270]]},\n   {'empty_min': 351.1, 'alarm_min': 321.1}),\n  ('empties exactly at pause',\n   {'bag_ml': 250, 'segments': [[0, 125], [120, 0], [180, 60]]},\n   {'empty_min': 120.0, 'alarm_min': 90.0}),\n  ('empties exactly at end of final paused tail',\n   {'bag_ml': 100, 'segments': [[0, 50], [120, 0]]},\n   {'empty_min': 120.0, 'alarm_min': 90.0}),\n  ('bag outlasts second segment before pause',\n   {'bag_ml': 120, 'segments': [[0, 60], [60, 60], [100, 0]]},\n   {'empty_min': None, 'alarm_min': None}),\n  ('completed middle segment consumption',\n   {'bag_ml': 200, 'segments': [[0, 60], [30, 120], [60, 32]]},\n   {'empty_min': 266.2, 'alarm_min': 236.2}),\n  ('small bag alarm clamps at zero',\n   {'bag_ml': 20, 'segments': [[0, 100]]},\n   {'empty_min': 12.0, 'alarm_min': 0.0}),\n  ('pause then resume',\n   {'bag_ml': 100, 'segments': [[0, 60], [30, 0], [90, 60]]},\n   {'empty_min': 160.0, 'alarm_min': 130.0}),\n  ('very slow multi-day tail',\n   {'bag_ml': 1000, 'segments': [[0, 50], [60, 12]]},\n   {'empty_min': 4810.0, 'alarm_min': 4780.0})],\n [('single rate', {'bag_ml': 500, 'segments': [[0, 175]]}, {'empty_min': 171.4, 'alarm_min': 141.4}),\n  ('rate change mid bag',\n   {'bag_ml': 1000, 'segments': [[0, 125], [240, 280]]},\n   {'empty_min': 347.1, 'alarm_min': 317.1}),\n  ('empties exactly at pause',\n   {'bag_ml': 250, 'segments': [[0, 125], [120, 0], [210, 60]]},\n   {'empty_min': 120.0, 'alarm_min': 90.0}),\n  ('empties exactly at end of final paused tail',\n   {'bag_ml': 100, 'segments': [[0, 50], [120, 0]]},\n   {'empty_min': 120.0, 'alarm_min': 90.0}),\n  ('bag outlasts second segment before pause',\n   {'bag_ml': 130, 'segments': [[0, 60], [60, 60], [100, 0]]},\n   {'empty_min': None, 'alarm_min': None}),\n  ('completed middle segment consumption',\n   {'bag_ml': 200, 'segments': [[0, 60], [30, 120], [60, 33]]},\n   {'empty_min': 260.0, 'alarm_min': 230.0}),\n  ('small bag alarm clamps at zero',\n   {'bag_ml': 20, 'segments': [[0, 120]]},\n   {'empty_min': 10.0, 'alarm_min': 0.0}),\n  ('pause then resume',\n   {'bag_ml': 100, 'segments': [[0, 60], [30, 0], [90, 90]]},\n   {'empty_min': 136.7, 'alarm_min': 106.7}),\n  ('very slow multi-day tail',\n   {'bag_ml': 1000, 'segments': [[0, 50], [60, 13]]},\n   {'empty_min': 4444.6, 'alarm_min': 4414.6})],\n [('single rate', {'bag_ml': 500, 'segments': [[0, 200]]}, {'empty_min': 150.0, 'alarm_min': 120.0}),\n  ('rate change mid bag',\n   {'bag_ml': 1000, 'segments': [[0, 125], [240, 290]]},\n   {'empty_min': 343.4, 'alarm_min': 313.4}),\n  ('empties exactly at pause',\n   {'bag_ml': 250, 'segments': [[0, 125], [120, 0], [240, 60]]},\n   {'empty_min': 120.0, 'alarm_min': 90.0}),\n  ('empties exactly at end of final paused tail',\n   {'bag_ml': 100, 'segments': [[0, 50], [120, 0]]},\n   {'empty_min': 120.0, 'alarm_min': 90.0}),\n  ('bag outlasts second segment before pause',\n   {'bag_ml': 140, 'segments': [[0, 60], [60, 60], [100, 0]]},\n   {'empty_min': None, 'alarm_min': None}),\n  ('completed middle segment consumption',\n   {'bag_ml': 200, 'segments': [[0, 60], [30, 120], [60, 34]]},\n   {'empty_min': 254.1, 'alarm_min': 224.1}),\n  ('small bag alarm clamps at zero',\n   {'bag_ml': 20, 'segments': [[0, 140]]},\n   {'empty_min': 8.6, 'alarm_min': 0.0}),\n  ('pause then resume',\n   {'bag_ml': 100, 'segments': [[0, 60], [30, 0], [90, 120]]},\n   {'empty_min': 125.0, 'alarm_min': 95.0}),\n  ('very slow multi-day tail',\n   {'bag_ml': 1000, 'segments': [[0, 50], [60, 14]]},\n   {'empty_min': 4131.4, 'alarm_min': 4101.4})],\n [('single rate', {'bag_ml': 500, 'segments': [[0, 225]]}, {'empty_min': 133.3, 'alarm_min': 103.3}),\n  ('rate change mid bag',\n   {'bag_ml': 1000, 'segments': [[0, 125], [240, 300]]},\n   {'empty_min': 340.0, 'alarm_min': 310.0}),\n  ('empties exactly at pause',\n   {'bag_ml': 250, 'segments': [[0, 125], [120, 0], [270, 60]]},\n   {'empty_min': 120.0, 'alarm_min': 90.0}),\n  ('empties exactly at end of final paused tail',\n   {'bag_ml': 100, 'segments': [[0, 50], [120, 0]]},\n   {'empty_min': 120.0, 'alarm_min': 90.0}),\n  ('bag outlasts second segment before pause',\n   {'bag_ml': 150, 'segments': [[0, 60], [60, 60], [100, 0]]},\n   {'empty_min': None, 'alarm_min': None}),\n  ('completed middle segment consumption',\n   {'bag_ml': 200, 'segments': [[0, 60], [30, 120], [60, 35]]},\n   {'empty_min': 248.6, 'alarm_min': 218.6}),\n  ('small bag alarm clamps at zero',\n   {'bag_ml': 20, 'segments': [[0, 160]]},\n   {'empty_min': 7.5, 'alarm_min': 0.0}),\n  ('pause then resume',\n   {'bag_ml': 100, 'segments': [[0, 60], [30, 0], [90, 150]]},\n   {'empty_min': 118.0, 'alarm_min': 88.0}),\n  ('very slow multi-day tail',\n   {'bag_ml': 1000, 'segments': [[0, 50], [60, 15]]},\n   {'empty_min': 3860.0, 'alarm_min': 3830.0})]]\nfor label, args, expected in fixtures[N-1]:\n    check(label, solve(args), expected)\nprint(json.dumps({\"observations\": observations, \"passed\": all(x[\"passed\"] for x in observations)}, ensure_ascii=False))\nraise SystemExit(0 if all(x[\"passed\"] for x in observations) else 1)\n"},"broken":{"sha256":"03d775086e09d49c47f5011c609e42e2092351b0a4dd342d83a549c30b8a4074","source":"\"\"\"Failure Map reference implementation. Python standard library only.\"\"\"\nimport json\nimport math\nfrom fractions import Fraction\nN = 1\nobservations = []\ndef solve(x):\n    left = Fraction(x['bag_ml'])\n    segs = x['segments']\n    for i, (t0, rate) in enumerate(segs):\n        t1 = segs[i + 1][0] if i + 1 < len(segs) else None\n        if rate == 0:\n            continue\n        per_min = Fraction(rate, 60)\n        need = left / per_min\n        if t1 is None or t0 + need < t1:\n            empty = t0 + need\n            return {'empty_min': round(float(empty), 1), 'alarm_min': round(float(max(Fraction(0), empty - 30)), 1)}\n        left -= per_min * (t1 - t0)\n    return {'empty_min': None, 'alarm_min': None}\ndef check(label, actual, expected):\n    observations.append({\"check\": label, \"actual\": actual, \"expected\": expected, \"passed\": actual == expected})\nfixtures = [[('single rate', {'bag_ml': 500, 'segments': [[0, 125]]}, {'empty_min': 240.0, 'alarm_min': 210.0}),\n  ('rate change mid bag',\n   {'bag_ml': 1000, 'segments': [[0, 125], [240, 260]]},\n   {'empty_min': 355.4, 'alarm_min': 325.4}),\n  ('empties exactly at pause',\n   {'bag_ml': 250, 'segments': [[0, 125], [120, 0], [150, 60]]},\n   {'empty_min': 120.0, 'alarm_min': 90.0}),\n  ('empties exactly at end of final paused tail',\n   {'bag_ml': 100, 'segments': [[0, 50], [120, 0]]},\n   {'empty_min': 120.0, 'alarm_min': 90.0}),\n  ('bag outlasts second segment before pause',\n   {'bag_ml': 110, 'segments': [[0, 60], [60, 60], [100, 0]]},\n   {'empty_min': None, 'alarm_min': None}),\n  ('completed middle segment consumption',\n   {'bag_ml': 200, 'segments': [[0, 60], [30, 120], [60, 31]]},\n   {'empty_min': 272.9, 'alarm_min': 242.9}),\n  ('small bag alarm clamps at zero',\n   {'bag_ml': 20, 'segments': [[0, 80]]},\n   {'empty_min': 15.0, 'alarm_min': 0.0}),\n  ('pause then resume',\n   {'bag_ml': 100, 'segments': [[0, 60], [30, 0], [90, 30]]},\n   {'empty_min': 230.0, 'alarm_min': 200.0}),\n  ('very slow multi-day tail',\n   {'bag_ml': 1000, 'segments': [[0, 50], [60, 11]]},\n   {'empty_min': 5241.8, 'alarm_min': 5211.8})],\n [('single rate', {'bag_ml': 500, 'segments': [[0, 150]]}, {'empty_min': 200.0, 'alarm_min': 170.0}),\n  ('rate change mid bag',\n   {'bag_ml': 1000, 'segments': [[0, 125], [240, 270]]},\n   {'empty_min': 351.1, 'alarm_min': 321.1}),\n  ('empties exactly at pause',\n   {'bag_ml': 250, 'segments': [[0, 125], [120, 0], [180, 60]]},\n   {'empty_min': 120.0, 'alarm_min': 90.0}),\n  ('empties exactly at end of final paused tail',\n   {'bag_ml': 100, 'segments': [[0, 50], [120, 0]]},\n   {'empty_min': 120.0, 'alarm_min': 90.0}),\n  ('bag outlasts second segment before pause',\n   {'bag_ml': 120, 'segments': [[0, 60], [60, 60], [100, 0]]},\n   {'empty_min': None, 'alarm_min': None}),\n  ('completed middle segment consumption',\n   {'bag_ml': 200, 'segments': [[0, 60], [30, 120], [60, 32]]},\n   {'empty_min': 266.2, 'alarm_min': 236.2}),\n  ('small bag alarm clamps at zero',\n   {'bag_ml': 20, 'segments': [[0, 100]]},\n   {'empty_min': 12.0, 'alarm_min': 0.0}),\n  ('pause then resume',\n   {'bag_ml': 100, 'segments': [[0, 60], [30, 0], [90, 60]]},\n   {'empty_min': 160.0, 'alarm_min': 130.0}),\n  ('very slow multi-day tail',\n   {'bag_ml': 1000, 'segments': [[0, 50], [60, 12]]},\n   {'empty_min': 4810.0, 'alarm_min': 4780.0})],\n [('single rate', {'bag_ml': 500, 'segments': [[0, 175]]}, {'empty_min': 171.4, 'alarm_min': 141.4}),\n  ('rate change mid bag',\n   {'bag_ml': 1000, 'segments': [[0, 125], [240, 280]]},\n   {'empty_min': 347.1, 'alarm_min': 317.1}),\n  ('empties exactly at pause',\n   {'bag_ml': 250, 'segments': [[0, 125], [120, 0], [210, 60]]},\n   {'empty_min': 120.0, 'alarm_min': 90.0}),\n  ('empties exactly at end of final paused tail',\n   {'bag_ml': 100, 'segments': [[0, 50], [120, 0]]},\n   {'empty_min': 120.0, 'alarm_min': 90.0}),\n  ('bag outlasts second segment before pause',\n   {'bag_ml': 130, 'segments': [[0, 60], [60, 60], [100, 0]]},\n   {'empty_min': None, 'alarm_min': None}),\n  ('completed middle segment consumption',\n   {'bag_ml': 200, 'segments': [[0, 60], [30, 120], [60, 33]]},\n   {'empty_min': 260.0, 'alarm_min': 230.0}),\n  ('small bag alarm clamps at zero',\n   {'bag_ml': 20, 'segments': [[0, 120]]},\n   {'empty_min': 10.0, 'alarm_min': 0.0}),\n  ('pause then resume',\n   {'bag_ml': 100, 'segments': [[0, 60], [30, 0], [90, 90]]},\n   {'empty_min': 136.7, 'alarm_min': 106.7}),\n  ('very slow multi-day tail',\n   {'bag_ml': 1000, 'segments': [[0, 50], [60, 13]]},\n   {'empty_min': 4444.6, 'alarm_min': 4414.6})],\n [('single rate', {'bag_ml': 500, 'segments': [[0, 200]]}, {'empty_min': 150.0, 'alarm_min': 120.0}),\n  ('rate change mid bag',\n   {'bag_ml': 1000, 'segments': [[0, 125], [240, 290]]},\n   {'empty_min': 343.4, 'alarm_min': 313.4}),\n  ('empties exactly at pause',\n   {'bag_ml': 250, 'segments': [[0, 125], [120, 0], [240, 60]]},\n   {'empty_min': 120.0, 'alarm_min': 90.0}),\n  ('empties exactly at end of final paused tail',\n   {'bag_ml': 100, 'segments': [[0, 50], [120, 0]]},\n   {'empty_min': 120.0, 'alarm_min': 90.0}),\n  ('bag outlasts second segment before pause',\n   {'bag_ml': 140, 'segments': [[0, 60], [60, 60], [100, 0]]},\n   {'empty_min': None, 'alarm_min': None}),\n  ('completed middle segment consumption',\n   {'bag_ml': 200, 'segments': [[0, 60], [30, 120], [60, 34]]},\n   {'empty_min': 254.1, 'alarm_min': 224.1}),\n  ('small bag alarm clamps at zero',\n   {'bag_ml': 20, 'segments': [[0, 140]]},\n   {'empty_min': 8.6, 'alarm_min': 0.0}),\n  ('pause then resume',\n   {'bag_ml': 100, 'segments': [[0, 60], [30, 0], [90, 120]]},\n   {'empty_min': 125.0, 'alarm_min': 95.0}),\n  ('very slow multi-day tail',\n   {'bag_ml': 1000, 'segments': [[0, 50], [60, 14]]},\n   {'empty_min': 4131.4, 'alarm_min': 4101.4})],\n [('single rate', {'bag_ml': 500, 'segments': [[0, 225]]}, {'empty_min': 133.3, 'alarm_min': 103.3}),\n  ('rate change mid bag',\n   {'bag_ml': 1000, 'segments': [[0, 125], [240, 300]]},\n   {'empty_min': 340.0, 'alarm_min': 310.0}),\n  ('empties exactly at pause',\n   {'bag_ml': 250, 'segments': [[0, 125], [120, 0], [270, 60]]},\n   {'empty_min': 120.0, 'alarm_min': 90.0}),\n  ('empties exactly at end of final paused tail',\n   {'bag_ml': 100, 'segments': [[0, 50], [120, 0]]},\n   {'empty_min': 120.0, 'alarm_min': 90.0}),\n  ('bag outlasts second segment before pause',\n   {'bag_ml': 150, 'segments': [[0, 60], [60, 60], [100, 0]]},\n   {'empty_min': None, 'alarm_min': None}),\n  ('completed middle segment consumption',\n   {'bag_ml': 200, 'segments': [[0, 60], [30, 120], [60, 35]]},\n   {'empty_min': 248.6, 'alarm_min': 218.6}),\n  ('small bag alarm clamps at zero',\n   {'bag_ml': 20, 'segments': [[0, 160]]},\n   {'empty_min': 7.5, 'alarm_min': 0.0}),\n  ('pause then resume',\n   {'bag_ml': 100, 'segments': [[0, 60], [30, 0], [90, 150]]},\n   {'empty_min': 118.0, 'alarm_min': 88.0}),\n  ('very slow multi-day tail',\n   {'bag_ml': 1000, 'segments': [[0, 50], [60, 15]]},\n   {'empty_min': 3860.0, 'alarm_min': 3830.0})]]\nfor label, args, expected in fixtures[N-1]:\n    check(label, solve(args), expected)\nprint(json.dumps({\"observations\": observations, \"passed\": all(x[\"passed\"] for x in observations)}, ensure_ascii=False))\nraise SystemExit(0 if all(x[\"passed\"] for x in observations) else 1)\n"},"fixed":{"sha256":"cbb41fa490a85e762772542c51ce7ddfa4fdef8ba989c6a6780c3a2b383702d4","source":"\"\"\"Failure Map reference implementation. Python standard library only.\"\"\"\nimport json\nimport math\nfrom fractions import Fraction\nN = 1\nobservations = []\ndef solve(x):\n    left = Fraction(x['bag_ml'])\n    segs = x['segments']\n    for i, (t0, rate) in enumerate(segs):\n        t1 = segs[i + 1][0] if i + 1 < len(segs) else None\n        if rate == 0:\n            continue\n        per_min = Fraction(rate, 60)\n        need = left / per_min\n        if t1 is None or t0 + need <= t1:\n            empty = t0 + need\n            return {'empty_min': round(float(empty), 1), 'alarm_min': round(float(max(Fraction(0), empty - 30)), 1)}\n        left -= per_min * (t1 - t0)\n    return {'empty_min': None, 'alarm_min': None}\ndef check(label, actual, expected):\n    observations.append({\"check\": label, \"actual\": actual, \"expected\": expected, \"passed\": actual == expected})\nfixtures = [[('single rate', {'bag_ml': 500, 'segments': [[0, 125]]}, {'empty_min': 240.0, 'alarm_min': 210.0}),\n  ('rate change mid bag',\n   {'bag_ml': 1000, 'segments': [[0, 125], [240, 260]]},\n   {'empty_min': 355.4, 'alarm_min': 325.4}),\n  ('empties exactly at pause',\n   {'bag_ml': 250, 'segments': [[0, 125], [120, 0], [150, 60]]},\n   {'empty_min': 120.0, 'alarm_min': 90.0}),\n  ('empties exactly at end of final paused tail',\n   {'bag_ml': 100, 'segments': [[0, 50], [120, 0]]},\n   {'empty_min': 120.0, 'alarm_min': 90.0}),\n  ('bag outlasts second segment before pause',\n   {'bag_ml': 110, 'segments': [[0, 60], [60, 60], [100, 0]]},\n   {'empty_min': None, 'alarm_min': None}),\n  ('completed middle segment consumption',\n   {'bag_ml': 200, 'segments': [[0, 60], [30, 120], [60, 31]]},\n   {'empty_min': 272.9, 'alarm_min': 242.9}),\n  ('small bag alarm clamps at zero',\n   {'bag_ml': 20, 'segments': [[0, 80]]},\n   {'empty_min': 15.0, 'alarm_min': 0.0}),\n  ('pause then resume',\n   {'bag_ml': 100, 'segments': [[0, 60], [30, 0], [90, 30]]},\n   {'empty_min': 230.0, 'alarm_min': 200.0}),\n  ('very slow multi-day tail',\n   {'bag_ml': 1000, 'segments': [[0, 50], [60, 11]]},\n   {'empty_min': 5241.8, 'alarm_min': 5211.8})],\n [('single rate', {'bag_ml': 500, 'segments': [[0, 150]]}, {'empty_min': 200.0, 'alarm_min': 170.0}),\n  ('rate change mid bag',\n   {'bag_ml': 1000, 'segments': [[0, 125], [240, 270]]},\n   {'empty_min': 351.1, 'alarm_min': 321.1}),\n  ('empties exactly at pause',\n   {'bag_ml': 250, 'segments': [[0, 125], [120, 0], [180, 60]]},\n   {'empty_min': 120.0, 'alarm_min': 90.0}),\n  ('empties exactly at end of final paused tail',\n   {'bag_ml': 100, 'segments': [[0, 50], [120, 0]]},\n   {'empty_min': 120.0, 'alarm_min': 90.0}),\n  ('bag outlasts second segment before pause',\n   {'bag_ml': 120, 'segments': [[0, 60], [60, 60], [100, 0]]},\n   {'empty_min': None, 'alarm_min': None}),\n  ('completed middle segment consumption',\n   {'bag_ml': 200, 'segments': [[0, 60], [30, 120], [60, 32]]},\n   {'empty_min': 266.2, 'alarm_min': 236.2}),\n  ('small bag alarm clamps at zero',\n   {'bag_ml': 20, 'segments': [[0, 100]]},\n   {'empty_min': 12.0, 'alarm_min': 0.0}),\n  ('pause then resume',\n   {'bag_ml': 100, 'segments': [[0, 60], [30, 0], [90, 60]]},\n   {'empty_min': 160.0, 'alarm_min': 130.0}),\n  ('very slow multi-day tail',\n   {'bag_ml': 1000, 'segments': [[0, 50], [60, 12]]},\n   {'empty_min': 4810.0, 'alarm_min': 4780.0})],\n [('single rate', {'bag_ml': 500, 'segments': [[0, 175]]}, {'empty_min': 171.4, 'alarm_min': 141.4}),\n  ('rate change mid bag',\n   {'bag_ml': 1000, 'segments': [[0, 125], [240, 280]]},\n   {'empty_min': 347.1, 'alarm_min': 317.1}),\n  ('empties exactly at pause',\n   {'bag_ml': 250, 'segments': [[0, 125], [120, 0], [210, 60]]},\n   {'empty_min': 120.0, 'alarm_min': 90.0}),\n  ('empties exactly at end of final paused tail',\n   {'bag_ml': 100, 'segments': [[0, 50], [120, 0]]},\n   {'empty_min': 120.0, 'alarm_min': 90.0}),\n  ('bag outlasts second segment before pause',\n   {'bag_ml': 130, 'segments': [[0, 60], [60, 60], [100, 0]]},\n   {'empty_min': None, 'alarm_min': None}),\n  ('completed middle segment consumption',\n   {'bag_ml': 200, 'segments': [[0, 60], [30, 120], [60, 33]]},\n   {'empty_min': 260.0, 'alarm_min': 230.0}),\n  ('small bag alarm clamps at zero',\n   {'bag_ml': 20, 'segments': [[0, 120]]},\n   {'empty_min': 10.0, 'alarm_min': 0.0}),\n  ('pause then resume',\n   {'bag_ml': 100, 'segments': [[0, 60], [30, 0], [90, 90]]},\n   {'empty_min': 136.7, 'alarm_min': 106.7}),\n  ('very slow multi-day tail',\n   {'bag_ml': 1000, 'segments': [[0, 50], [60, 13]]},\n   {'empty_min': 4444.6, 'alarm_min': 4414.6})],\n [('single rate', {'bag_ml': 500, 'segments': [[0, 200]]}, {'empty_min': 150.0, 'alarm_min': 120.0}),\n  ('rate change mid bag',\n   {'bag_ml': 1000, 'segments': [[0, 125], [240, 290]]},\n   {'empty_min': 343.4, 'alarm_min': 313.4}),\n  ('empties exactly at pause',\n   {'bag_ml': 250, 'segments': [[0, 125], [120, 0], [240, 60]]},\n   {'empty_min': 120.0, 'alarm_min': 90.0}),\n  ('empties exactly at end of final paused tail',\n   {'bag_ml': 100, 'segments': [[0, 50], [120, 0]]},\n   {'empty_min': 120.0, 'alarm_min': 90.0}),\n  ('bag outlasts second segment before pause',\n   {'bag_ml': 140, 'segments': [[0, 60], [60, 60], [100, 0]]},\n   {'empty_min': None, 'alarm_min': None}),\n  ('completed middle segment consumption',\n   {'bag_ml': 200, 'segments': [[0, 60], [30, 120], [60, 34]]},\n   {'empty_min': 254.1, 'alarm_min': 224.1}),\n  ('small bag alarm clamps at zero',\n   {'bag_ml': 20, 'segments': [[0, 140]]},\n   {'empty_min': 8.6, 'alarm_min': 0.0}),\n  ('pause then resume',\n   {'bag_ml': 100, 'segments': [[0, 60], [30, 0], [90, 120]]},\n   {'empty_min': 125.0, 'alarm_min': 95.0}),\n  ('very slow multi-day tail',\n   {'bag_ml': 1000, 'segments': [[0, 50], [60, 14]]},\n   {'empty_min': 4131.4, 'alarm_min': 4101.4})],\n [('single rate', {'bag_ml': 500, 'segments': [[0, 225]]}, {'empty_min': 133.3, 'alarm_min': 103.3}),\n  ('rate change mid bag',\n   {'bag_ml': 1000, 'segments': [[0, 125], [240, 300]]},\n   {'empty_min': 340.0, 'alarm_min': 310.0}),\n  ('empties exactly at pause',\n   {'bag_ml': 250, 'segments': [[0, 125], [120, 0], [270, 60]]},\n   {'empty_min': 120.0, 'alarm_min': 90.0}),\n  ('empties exactly at end of final paused tail',\n   {'bag_ml': 100, 'segments': [[0, 50], [120, 0]]},\n   {'empty_min': 120.0, 'alarm_min': 90.0}),\n  ('bag outlasts second segment before pause',\n   {'bag_ml': 150, 'segments': [[0, 60], [60, 60], [100, 0]]},\n   {'empty_min': None, 'alarm_min': None}),\n  ('completed middle segment consumption',\n   {'bag_ml': 200, 'segments': [[0, 60], [30, 120], [60, 35]]},\n   {'empty_min': 248.6, 'alarm_min': 218.6}),\n  ('small bag alarm clamps at zero',\n   {'bag_ml': 20, 'segments': [[0, 160]]},\n   {'empty_min': 7.5, 'alarm_min': 0.0}),\n  ('pause then resume',\n   {'bag_ml': 100, 'segments': [[0, 60], [30, 0], [90, 150]]},\n   {'empty_min': 118.0, 'alarm_min': 88.0}),\n  ('very slow multi-day tail',\n   {'bag_ml': 1000, 'segments': [[0, 50], [60, 15]]},\n   {'empty_min': 3860.0, 'alarm_min': 3830.0})]]\nfor label, args, expected in fixtures[N-1]:\n    check(label, solve(args), expected)\nprint(json.dumps({\"observations\": observations, \"passed\": all(x[\"passed\"] for x in observations)}, ensure_ascii=False))\nraise SystemExit(0 if all(x[\"passed\"] for x in observations) else 1)\n"}},"limitations":"A deterministic toy software model with explicitly stipulated thresholds and formulas; it is not clinical guidance, not a validated medical calculator, and makes no claim of conformance to any published protocol. Numbered variants vary patient and order inputs. 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.","method":"Deterministic executable model with adversarial boundary fixtures.","provenance":{"created_by":"Failure Map","dependencies":"Python standard library","family":"w2-meddose-bag-runout-segment-boundary-exhaustion","generated_at":"2026-09-29T14:47:23.252088+00:00","license":"CC0-1.0","python":"3.12.14","seed":1,"split":"open-access"},"relevance":"Run-out prediction walks piecewise-constant rates; segment edges, open-ended tails and unit conversion fail independently.","repair":"Treat run-out at exactly the segment end as within the segment.","root_cause":"The in-segment test excludes the segment end, so exhaustion on the boundary is missed.","sha256":"e98f4d3210e4896eaaa94237029bc282dd963800e92962e7a8abac2253c0105e","title":"Infusion bag run-out time across rate changes: segment boundary exhaustion · case 01","variant":1,"variant_policy":"Five numbered records share a model and may reuse boundary fixtures.","verification":{"attempt":{"elapsed_ms":45.284,"exit_code":1,"observations":[{"actual":{"alarm_min":210.0,"empty_min":240.0},"check":"single rate","expected":{"alarm_min":210.0,"empty_min":240.0},"passed":true},{"actual":{"alarm_min":325.4,"empty_min":355.4},"check":"rate change mid bag","expected":{"alarm_min":325.4,"empty_min":355.4},"passed":true},{"actual":{"alarm_min":90.0,"empty_min":120.0},"check":"empties exactly at pause","expected":{"alarm_min":90.0,"empty_min":120.0},"passed":true},{"actual":{"alarm_min":90.0,"empty_min":120.0},"check":"empties exactly at end of final paused tail","expected":{"alarm_min":90.0,"empty_min":120.0},"passed":true},{"actual":{"alarm_min":80.0,"empty_min":110.0},"check":"bag outlasts second segment before pause","expected":{"alarm_min":null,"empty_min":null},"passed":false},{"actual":{"alarm_min":242.9,"empty_min":272.9},"check":"completed middle segment consumption","expected":{"alarm_min":242.9,"empty_min":272.9},"passed":true},{"actual":{"alarm_min":0.0,"empty_min":15.0},"check":"small bag alarm clamps at zero","expected":{"alarm_min":0.0,"empty_min":15.0},"passed":true},{"actual":{"alarm_min":200.0,"empty_min":230.0},"check":"pause then resume","expected":{"alarm_min":200.0,"empty_min":230.0},"passed":true},{"actual":{"alarm_min":5211.8,"empty_min":5241.8},"check":"very slow multi-day tail","expected":{"alarm_min":5211.8,"empty_min":5241.8},"passed":true}],"passed":false,"stderr":"","stdout":"{\"observations\": [{\"check\": \"single rate\", \"actual\": {\"empty_min\": 240.0, \"alarm_min\": 210.0}, \"expected\": {\"empty_min\": 240.0, \"alarm_min\": 210.0}, \"passed\": true}, {\"check\": \"rate change mid bag\", \"actual\": {\"empty_min\": 355.4, \"alarm_min\": 325.4}, \"expected\": {\"empty_min\": 355.4, \"alarm_min\": 325.4}, \"passed\": true}, {\"check\": \"empties exactly at pause\", \"actual\": {\"empty_min\": 120.0, \"alarm_min\": 90.0}, \"expected\": {\"empty_min\": 120.0, \"alarm_min\": 90.0}, \"passed\": true}, {\"check\": \"empties exactly at end of final paused tail\", \"actual\": {\"empty_min\": 120.0, \"alarm_min\": 90.0}, \"expected\": {\"empty_min\": 120.0, \"alarm_min\": 90.0}, \"passed\": true}, {\"check\": \"bag outlasts second segment before pause\", \"actual\": {\"empty_min\": 110.0, \"alarm_min\": 80.0}, \"expected\": {\"empty_min\": null, \"alarm_min\": null}, \"passed\": false}, {\"check\": \"completed middle segment consumption\", \"actual\": {\"empty_min\": 272.9, \"alarm_min\": 242.9}, \"expected\": {\"empty_min\": 272.9, \"alarm_min\": 242.9}, \"passed\": true}, {\"check\": \"small bag alarm clamps at zero\", \"actual\": {\"empty_min\": 15.0, \"alarm_min\": 0.0}, \"expected\": {\"empty_min\": 15.0, \"alarm_min\": 0.0}, \"passed\": true}, {\"check\": \"pause then resume\", \"actual\": {\"empty_min\": 230.0, \"alarm_min\": 200.0}, \"expected\": {\"empty_min\": 230.0, \"alarm_min\": 200.0}, \"passed\": true}, {\"check\": \"very slow multi-day tail\", \"actual\": {\"empty_min\": 5241.8, \"alarm_min\": 5211.8}, \"expected\": {\"empty_min\": 5241.8, \"alarm_min\": 5211.8}, \"passed\": true}], \"passed\": false}\n"},"broken":{"elapsed_ms":46.861,"exit_code":1,"observations":[{"actual":{"alarm_min":210.0,"empty_min":240.0},"check":"single rate","expected":{"alarm_min":210.0,"empty_min":240.0},"passed":true},{"actual":{"alarm_min":325.4,"empty_min":355.4},"check":"rate change mid bag","expected":{"alarm_min":325.4,"empty_min":355.4},"passed":true},{"actual":{"alarm_min":120.0,"empty_min":150.0},"check":"empties exactly at pause","expected":{"alarm_min":90.0,"empty_min":120.0},"passed":false},{"actual":{"alarm_min":null,"empty_min":null},"check":"empties exactly at end of final paused tail","expected":{"alarm_min":90.0,"empty_min":120.0},"passed":false},{"actual":{"alarm_min":null,"empty_min":null},"check":"bag outlasts second segment before pause","expected":{"alarm_min":null,"empty_min":null},"passed":true},{"actual":{"alarm_min":242.9,"empty_min":272.9},"check":"completed middle segment consumption","expected":{"alarm_min":242.9,"empty_min":272.9},"passed":true},{"actual":{"alarm_min":0.0,"empty_min":15.0},"check":"small bag alarm clamps at zero","expected":{"alarm_min":0.0,"empty_min":15.0},"passed":true},{"actual":{"alarm_min":200.0,"empty_min":230.0},"check":"pause then resume","expected":{"alarm_min":200.0,"empty_min":230.0},"passed":true},{"actual":{"alarm_min":5211.8,"empty_min":5241.8},"check":"very slow multi-day tail","expected":{"alarm_min":5211.8,"empty_min":5241.8},"passed":true}],"passed":false,"stderr":"","stdout":"{\"observations\": [{\"check\": \"single rate\", \"actual\": {\"empty_min\": 240.0, \"alarm_min\": 210.0}, \"expected\": {\"empty_min\": 240.0, \"alarm_min\": 210.0}, \"passed\": true}, {\"check\": \"rate change mid bag\", \"actual\": {\"empty_min\": 355.4, \"alarm_min\": 325.4}, \"expected\": {\"empty_min\": 355.4, \"alarm_min\": 325.4}, \"passed\": true}, {\"check\": \"empties exactly at pause\", \"actual\": {\"empty_min\": 150.0, \"alarm_min\": 120.0}, \"expected\": {\"empty_min\": 120.0, \"alarm_min\": 90.0}, \"passed\": false}, {\"check\": \"empties exactly at end of final paused tail\", \"actual\": {\"empty_min\": null, \"alarm_min\": null}, \"expected\": {\"empty_min\": 120.0, \"alarm_min\": 90.0}, \"passed\": false}, {\"check\": \"bag outlasts second segment before pause\", \"actual\": {\"empty_min\": null, \"alarm_min\": null}, \"expected\": {\"empty_min\": null, \"alarm_min\": null}, \"passed\": true}, {\"check\": \"completed middle segment consumption\", \"actual\": {\"empty_min\": 272.9, \"alarm_min\": 242.9}, \"expected\": {\"empty_min\": 272.9, \"alarm_min\": 242.9}, \"passed\": true}, {\"check\": \"small bag alarm clamps at zero\", \"actual\": {\"empty_min\": 15.0, \"alarm_min\": 0.0}, \"expected\": {\"empty_min\": 15.0, \"alarm_min\": 0.0}, \"passed\": true}, {\"check\": \"pause then resume\", \"actual\": {\"empty_min\": 230.0, \"alarm_min\": 200.0}, \"expected\": {\"empty_min\": 230.0, \"alarm_min\": 200.0}, \"passed\": true}, {\"check\": \"very slow multi-day tail\", \"actual\": {\"empty_min\": 5241.8, \"alarm_min\": 5211.8}, \"expected\": {\"empty_min\": 5241.8, \"alarm_min\": 5211.8}, \"passed\": true}], \"passed\": false}\n"},"fixed":{"elapsed_ms":47.081,"exit_code":0,"observations":[{"actual":{"alarm_min":210.0,"empty_min":240.0},"check":"single rate","expected":{"alarm_min":210.0,"empty_min":240.0},"passed":true},{"actual":{"alarm_min":325.4,"empty_min":355.4},"check":"rate change mid bag","expected":{"alarm_min":325.4,"empty_min":355.4},"passed":true},{"actual":{"alarm_min":90.0,"empty_min":120.0},"check":"empties exactly at pause","expected":{"alarm_min":90.0,"empty_min":120.0},"passed":true},{"actual":{"alarm_min":90.0,"empty_min":120.0},"check":"empties exactly at end of final paused tail","expected":{"alarm_min":90.0,"empty_min":120.0},"passed":true},{"actual":{"alarm_min":null,"empty_min":null},"check":"bag outlasts second segment before pause","expected":{"alarm_min":null,"empty_min":null},"passed":true},{"actual":{"alarm_min":242.9,"empty_min":272.9},"check":"completed middle segment consumption","expected":{"alarm_min":242.9,"empty_min":272.9},"passed":true},{"actual":{"alarm_min":0.0,"empty_min":15.0},"check":"small bag alarm clamps at zero","expected":{"alarm_min":0.0,"empty_min":15.0},"passed":true},{"actual":{"alarm_min":200.0,"empty_min":230.0},"check":"pause then resume","expected":{"alarm_min":200.0,"empty_min":230.0},"passed":true},{"actual":{"alarm_min":5211.8,"empty_min":5241.8},"check":"very slow multi-day tail","expected":{"alarm_min":5211.8,"empty_min":5241.8},"passed":true}],"passed":true,"stderr":"","stdout":"{\"observations\": [{\"check\": \"single rate\", \"actual\": {\"empty_min\": 240.0, \"alarm_min\": 210.0}, \"expected\": {\"empty_min\": 240.0, \"alarm_min\": 210.0}, \"passed\": true}, {\"check\": \"rate change mid bag\", \"actual\": {\"empty_min\": 355.4, \"alarm_min\": 325.4}, \"expected\": {\"empty_min\": 355.4, \"alarm_min\": 325.4}, \"passed\": true}, {\"check\": \"empties exactly at pause\", \"actual\": {\"empty_min\": 120.0, \"alarm_min\": 90.0}, \"expected\": {\"empty_min\": 120.0, \"alarm_min\": 90.0}, \"passed\": true}, {\"check\": \"empties exactly at end of final paused tail\", \"actual\": {\"empty_min\": 120.0, \"alarm_min\": 90.0}, \"expected\": {\"empty_min\": 120.0, \"alarm_min\": 90.0}, \"passed\": true}, {\"check\": \"bag outlasts second segment before pause\", \"actual\": {\"empty_min\": null, \"alarm_min\": null}, \"expected\": {\"empty_min\": null, \"alarm_min\": null}, \"passed\": true}, {\"check\": \"completed middle segment consumption\", \"actual\": {\"empty_min\": 272.9, \"alarm_min\": 242.9}, \"expected\": {\"empty_min\": 272.9, \"alarm_min\": 242.9}, \"passed\": true}, {\"check\": \"small bag alarm clamps at zero\", \"actual\": {\"empty_min\": 15.0, \"alarm_min\": 0.0}, \"expected\": {\"empty_min\": 15.0, \"alarm_min\": 0.0}, \"passed\": true}, {\"check\": \"pause then resume\", \"actual\": {\"empty_min\": 230.0, \"alarm_min\": 200.0}, \"expected\": {\"empty_min\": 230.0, \"alarm_min\": 200.0}, \"passed\": true}, {\"check\": \"very slow multi-day tail\", \"actual\": {\"empty_min\": 5241.8, \"alarm_min\": 5211.8}, \"expected\": {\"empty_min\": 5241.8, \"alarm_min\": 5211.8}, \"passed\": true}], \"passed\": true}\n"}},"verified":true,"visibility":"public"}