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Nothing is written: both variants are built in\n// memory from the same caps and scored the same way.\n//\n// A = what the model sees today (Tenna's API only)\n// B = A plus the fills that exist only in the workbook\n//\n// TWO SCORES, both chosen because they can be checked against reality:\n// 1. IMPOSSIBLE-EMPTY — the walk says the tank is dry and then the machine\n// runs on anyway before its next fill. Every one of these is the model\n// being provably wrong about a machine that was working.\n// 2. FILL-UP ERROR — on fills big enough to be a real fill-up (>= half the\n// tank), how far off was the room the model thought was in the tank from\n// the gallons that actually went in? Median absolute error, in gallons.\nimport { baseUnit, CFG, loadBurn, pullFuelEntries } from \"./fuel_burn.ts\";\n\nconst LOG: [string, string, number, number | null][] = 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START = \"2026-06-25\", END = \"2026-08-21\";\n\ntype F = { u: string; d: string; g: number; m: number; src: string };\nconst api = await pullFuelEntries(START + \"T00:00:00.000Z\");\nconst apiF: F[] = [];\nfor (const e of api) {\n const ts = Date.parse(String(e.pumped_at_time ?? \"\"));\n const m = Number(e.fuel_entry_asset_hours);\n if (!isFinite(ts) || !isFinite(m)) continue;\n const d = new Date(ts - 7 * 3600 * 1000).toISOString().slice(0, 10);\n if (d < START || d > END) continue;\n const g = Number(e.gallons);\n if (!(g > 0)) continue;\n apiF.push({ u: baseUnit(e.asset_fleet), d, g, m, src: \"tenna\" });\n}\n// the workbook rows Tenna does not carry (same match rule as the diff)\nconst used = new Set();\nconst extra: F[] = [];\nfor (const l of LOG) {\n const u = baseUnit(l[0]), d = l[1], g = Number(l[2]), m = l[3];\n let hit = -1;\n for (let i = 0; i < apiF.length; i++) {\n if (used.has(i)) continue;\n const a = apiF[i];\n if (a.u === u && a.d === d && Math.abs(a.g - g) <= 1) { hit = i; break; }\n }\n if (hit >= 0) { used.add(hit); continue; }\n if (m == null || !isFinite(m)) continue; // no meter, no interval math\n extra.push({ u, d, g, m, src: \"log\" });\n}\nconsole.log(\"Tenna fills in window: \" + apiF.length + \" · workbook-only fills usable: \" + extra.length);\nconsole.log(\"\");\n\nconst burn = await loadBurn();\nconst med = (xs: number[]) => {\n if (!xs.length) return null;\n const s = [...xs].sort((a, b) => a - b), i = s.length >> 1;\n return s.length % 2 ? s[i] : (s[i - 1] + s[i]) / 2;\n};\n\nfunction score(fills: F[], label: string, reseed?: boolean) {\n const byU: Record = {};\n for (const f of fills) (byU[f.u] ??= []).push(f);\n for (const u of Object.keys(byU)) byU[u].sort((a, b) => a.m - b.m);\n\n let impossible = 0, impossibleUnits = 0, scored = 0;\n const errs: number[] = [];\n const worst: string[] = [];\n for (const [u, fs] of Object.entries(byU)) {\n const b = burn[u];\n if (!b || b.rate_gph == null || b.cap == null || fs.length < 3) continue;\n const rate = b.rate_gph, cap = b.cap;\n let level = cap, hitZero = 0;\n for (let i = 0; i < fs.length; i++) {\n if (i > 0) {\n const dh = fs[i].m - fs[i - 1].m;\n if (dh > 0 && dh <= CFG.DH_MAX) {\n const before = level;\n level = level - rate * dh;\n // the walk went below empty while the machine plainly kept running\n if (level < 0 && before >= 0) hitZero++;\n // THE MACHINE KEPT RUNNING, SO IT HAD FUEL. Carrying \"empty\"\n // forward is the one thing we know to be false. Re-anchor at full,\n // exactly as the model already does after a long gap.\n level = level < 0 && reseed ? cap : Math.max(0, level);\n } else if (dh > CFG.DH_MAX) level = cap;\n }\n // a real fill-up is the only honest prediction test\n if (fs[i].g >= 0.5 * cap) {\n errs.push(Math.abs((cap - level) - fs[i].g));\n scored++;\n }\n level = Math.min(cap, level + fs[i].g);\n }\n if (hitZero) { impossible += hitZero; impossibleUnits++; if (worst.length < 8) worst.push(u + \":\" + hitZero); }\n }\n console.log(label);\n console.log(\" impossible-empty events : \" + impossible + \" across \" + impossibleUnits + \" machines \" + worst.join(\" \"));\n console.log(\" fill-ups scored : \" + scored);\n console.log(\" median error : \" + (med(errs) == null ? \"-\" : Math.round(med(errs)! * 10) / 10) + \" gal\");\n return { impossible, impossibleUnits, err: med(errs) };\n}\n\nconst A = score(apiF, \"A — Tenna only (what the model sees today)\");\nconsole.log(\"\");\nconst B = score(apiF.concat(extra), \"B — Tenna plus the fuelers' workbook\");\nconsole.log(\"\");\nconst C = score(apiF.concat(extra), \"C — B, plus: a machine that kept running had fuel\", true);\nconsole.log(\"\");\nconsole.log(\" A(today) B(+log) C(+log +physics)\");\nconsole.log(\"impossible-empty : \" + String(A.impossible).padStart(8) + String(B.impossible).padStart(10) + String(C.impossible).padStart(18) + \" (C removes them by construction — see below)\");\nconst f = (x: number | null) => x == null ? \"-\" : String(Math.round(x * 10) / 10);\nconsole.log(\"median fill error : \" + f(A.err).padStart(8) + f(B.err).padStart(10) + f(C.err).padStart(18) + \" gal\");\nconsole.log(\"\");\nconsole.log(\"Only the fill error is an honest score for C — it is the one C cannot game.\");\n","deleted",false,"label",[14],"1730b37d-28eb-4a6b-8ba7-7294e47bbdb7",["D",1785517935233],"deletedAt","legacyEnvVars","privacy","public","httpPrivacy","description","DEV copy of NDX Parts — staging. 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