[{"_1":2,"_3":-5,"_4":-5},"loaderData",{"_5":6,"_7":8,"_9":10},"actionData","errors","root",{"_167":168,"_169":170},"routes/_app.x.$handle.$name",{"_94":93,"_32":45,"_102":84,"_27":103,"_13":14,"_104":-5,"_11":105,"_106":107,"_108":109,"_110":111,"_112":113,"_20":-5,"_114":-5,"_115":-5,"_116":25,"_117":118,"_119":120,"_121":-5,"_122":-5,"_123":124},"routes/_app.x.$handle.$name.branch.$branch.version.$version.diff",{"_11":12,"_13":14,"_15":16,"_17":-5,"_18":-5},"project",{"_43":44,"_32":45,"_38":46,"_47":-5,"_48":25,"_49":50,"_51":50,"_52":-5,"_53":-5,"_18":54,"_55":-5,"_56":25,"_57":-5,"_58":-5,"_59":60,"_61":62,"_63":-5,"_64":-5,"_65":-5,"_66":-5,"_67":68,"_69":68,"_70":71,"_72":71,"_73":71,"_74":68,"_75":68,"_76":77,"_78":79,"_80":81,"_82":25},"version",23,"changes",[19],"aiChatInfo","userId",{"_20":21,"_22":23,"_24":25,"_26":25,"_27":28,"_29":28},"file",{"_30":31,"_32":28,"_34":35,"_36":37,"_38":39,"_40":14,"_41":42,"_24":25},"previous",{"_30":31,"_32":33,"_34":35,"_36":37},"deleted",false,"deletedHere","path","initial-works.ts","latestPath","fileId","09916244-e1f4-11f0-8dec-42dde27851f2","name","main.ts","fileType","http","content","import { DateTime } from \"https://esm.sh/luxon@3.5.0\";\n\nconst USER_AGENT = \"airport-high-forecast (jwa012@ciceroisback.com)\"; // required by NWS\n\n// Keep this list to ~10 airports. Hardcode lat/lon for simplicity & reliability.\nconst AIRPORTS: Record<\n string,\n { icao: string; iata?: string; lat: number; lon: number }\n> = {\n KLAX: { icao: \"KLAX\", iata: \"LAX\", lat: 33.9425, lon: -118.4081 },\n KHOU: { icao: \"KHOU\", iata: \"HOU\", lat: 29.6454, lon: -95.2789 },\n KSEA: { icao: \"KSEA\", iata: \"SEA\", lat: 47.4472, lon: -122.31361 },\n KMIA: { icao: \"KMIA\", iata: \"MIA\", lat: 25.79, lon: -80.32 },\n KMDW: { icao: \"KMDW\", iata: \"MDW\", lat: 41.78, lon: -87.65 },\n KAUS: { icao: \"KAUS\", iata: \"AUS\", lat: 30.18, lon: -97.68 },\n KDEN: { icao: \"KDEN\", iata: \"DEN\", lat: 39.85, lon: -104.66 },\n KSFO: { icao: \"KSFO\", iata: \"SFO\", lat: 37.61961, lon: -122.36558 },\n KDFW: { icao: \"KDFW\", iata: \"DFW\", lat: 32.9, lon: -97.02 },\n};\n\nfunction resolveStation(params: URLSearchParams) {\n const icaoParam = (params.get(\"icao\") || \"\").toUpperCase();\n const iataParam = (params.get(\"iata\") || \"\").toUpperCase();\n\n if (icaoParam && AIRPORTS[icaoParam]) return AIRPORTS[icaoParam];\n\n if (iataParam) {\n const match = Object.values(AIRPORTS).find((a) => a.iata === iataParam);\n if (match) return match;\n }\n return null;\n}\n\nasync function fetchJson(url: string) {\n const r = await fetch(url, {\n headers: { \"User-Agent\": USER_AGENT, \"Accept\": \"application/geo+json\" },\n });\n if (!r.ok) throw new Error(`Fetch failed ${r.status} for ${url}`);\n return r.json();\n}\n\nasync function getNwsHourly(lat: number, lon: number) {\n const points = await fetchJson(\n `https://api.weather.gov/points/${lat},${lon}`,\n );\n const tz = points.properties.timeZone as string;\n const hourlyUrl = points.properties.forecastHourly as string;\n\n const hourly = await fetchJson(hourlyUrl);\n const periods = hourly.properties.periods as Array<\n { startTime: string; temperature: number; temperatureUnit: string }\n >;\n\n // NWS hourly startTime is ISO with offset; Luxon will parse correctly.\n return {\n tz,\n hours: periods.map((p) => ({\n t: DateTime.fromISO(p.startTime),\n tempF: p.temperatureUnit === \"F\"\n ? p.temperature\n : (p.temperature * 9) / 5 + 32,\n })),\n };\n}\n\n// function parseAddsCsv(text: string): Array> {\n// // ADDS returns comment lines starting with #, then a header row.\n// const lines = text.split(\"\\n\").map((l) => l.trim()).filter((l) =>\n// l && !l.startsWith(\"#\")\n// );\n// if (lines.length < 2) return [];\n// const header = lines[0].split(\",\").map((s) => s.trim());\n// return lines.slice(1).map((line) => {\n// const cols = line.split(\",\");\n// const row: Record = {};\n// for (let i = 0; i < header.length; i++) {\n// row[header[i]] = (cols[i] ?? \"\").trim();\n// }\n// return row;\n// });\n// }\n\nasync function getLatestNwsObservation(stationId: string) {\n const url =\n `https://api.weather.gov/stations/${stationId}/observations/latest`;\n\n const r = await fetch(url, {\n headers: {\n \"User-Agent\": USER_AGENT,\n \"Accept\": \"application/geo+json\",\n },\n });\n if (!r.ok) {\n throw new Error(`NWS obs fetch failed ${r.status} for ${stationId}`);\n }\n const j = await r.json();\n\n const ts = j.properties.timestamp as string; // ISO time\n const tempC = j.properties.temperature?.value; // degC, may be null\n\n if (!ts || tempC === null || tempC === undefined) return null;\n\n return {\n obsTime: DateTime.fromISO(ts).toUTC(),\n tempF: (tempC * 9) / 5 + 32,\n raw: j.properties,\n };\n}\n\nfunction todayHighForLocalDate(\n hours: Array<{ t: DateTime; tempF: number }>,\n tz: string,\n localDateISO: string,\n) {\n const todays = hours\n .map((h) => ({ ...h, local: h.t.setZone(tz) }))\n .filter((h) => h.local.toISODate() === localDateISO);\n\n if (!todays.length) return null;\n\n let max = -Infinity;\n let maxTime: DateTime | null = null;\n for (const h of todays) {\n if (h.tempF > max) {\n max = h.tempF;\n maxTime = h.local;\n }\n }\n return { highF: max, atLocal: maxTime! };\n}\n\nfunction nearestForecastTemp(\n hours: Array<{ t: DateTime; tempF: number }>,\n whenUTC: DateTime,\n) {\n let best = hours[0];\n let bestAbs = Infinity;\n for (const h of hours) {\n const d = Math.abs(h.t.toUTC().diff(whenUTC).as(\"minutes\"));\n if (d < bestAbs) {\n bestAbs = d;\n best = h;\n }\n }\n return best.tempF;\n}\n\nfunction adjustedHigh(\n hours: Array<{ t: DateTime; tempF: number }>,\n tz: string,\n localDateISO: string,\n obsUTC: DateTime,\n biasF: number,\n tauHours = 6,\n) {\n const obs = obsUTC.toUTC();\n const todays = hours\n .map((h) => ({ ...h, local: h.t.setZone(tz) }))\n .filter((h) => h.local.toISODate() === localDateISO);\n\n let maxAdj = -Infinity;\n for (const h of todays) {\n const leadHours = Math.max(0, h.t.toUTC().diff(obs).as(\"hours\"));\n const weight = Math.exp(-leadHours / tauHours);\n const tadj = h.tempF + biasF * weight;\n if (tadj > maxAdj) maxAdj = tadj;\n }\n return maxAdj;\n}\n\nfunction clamp(x: number, a: number, b: number) {\n return Math.max(a, Math.min(b, x));\n}\n\nexport default async function (req: Request): Promise {\n try {\n const url = new URL(req.url);\n const airport = resolveStation(url.searchParams);\n if (!airport) {\n return new Response(\n JSON.stringify(\n {\n error: \"Pass eg ?icao=KLAX or ?iata=LAX.\",\n },\n null,\n 2,\n ),\n {\n status: 400,\n headers: { \"content-type\": \"application/json\" },\n },\n );\n }\n\n const { tz, hours } = await getNwsHourly(airport.lat, airport.lon);\n const nowLocal = DateTime.now().setZone(tz);\n const todayISO = nowLocal.toISODate()!;\n\n const base = todayHighForLocalDate(hours, tz, todayISO);\n if (!base) throw new Error(\"No NWS hourly data for today.\");\n\n const metar = await getLatestNwsObservation(airport.icao);\n\n let highAdj = base.highF;\n let bias = 0;\n\n if (metar) {\n const tNwsNow = nearestForecastTemp(hours, metar.obsTime);\n bias = metar.tempF - tNwsNow;\n highAdj = adjustedHigh(hours, tz, todayISO, metar.obsTime, bias, 6);\n }\n\n const range = clamp(\n 2 + 0.6 * Math.abs(highAdj - base.highF) + 0.3 * Math.abs(bias),\n 2,\n 8,\n );\n\n const out = {\n station: airport.icao,\n iata: airport.iata ?? null,\n dateLocal: todayISO,\n timeZone: tz,\n\n forecastHighF: Math.round(highAdj),\n confidencePlusMinusF: Math.round(range),\n\n debug: {\n nwsHighF: Math.round(base.highF),\n nwsHighTimeLocal: base.atLocal.toISO(),\n metarUsed: Boolean(metar),\n biasF: Math.round(bias * 10) / 10,\n metarObsTimeUTC: metar?.obsTime.toISO() ?? null,\n metarTempF: metar ? Math.round(metar.tempF * 10) / 10 : null,\n },\n };\n\n return new Response(JSON.stringify(out, null, 2), {\n headers: { \"content-type\": \"application/json\" },\n });\n } catch (e: any) {\n return new Response(\n JSON.stringify({ error: String(e?.message ?? e) }, null, 2),\n {\n status: 500,\n headers: { \"content-type\": \"application/json\" },\n },\n );\n }\n}","createdAt",["D",1766714709178],"branchVersion","branchId","0990179a-e1f4-11f0-8dec-42dde27851f2","id","098fe1ee-e1f4-11f0-8dec-42dde27851f2","get-high-temp",["D",1766709869715],"deletedAt","legacyEnvVars","privacy","public","httpPrivacy","description","imageUrl","019aeb5a-8601-72dc-933c-5116c9b9ad52","pinnedFileId","pinPreview","pinMigrated","screenshotVersion","likeCount",0,"orgId","019aeb5a-8601-72dc-933c-5699b88cb012","tursoName","tursoHostname","tursoMeasuredAt","pinned","userPerm","r","valPerm","blobPerm","rw","emailPerm","sqlitePerm","projectPerm","telemetryPerm","user",{"_94":93,"_101":97},"org",{"_94":93,"_95":-5,"_96":97,"_18":54,"_98":99,"_100":25},"branch",{"_13":83,"_32":84,"_43":42,"_85":44,"_86":-5,"_87":-5,"_88":-5,"_89":-5,"_90":-5,"_91":45,"_92":93},"isOwned",40,"main","projectId","forkedBranchId","forkedBranchVersion","forkedProjectPrivacy","forkedProjectId","forkedProjectOrgId","projectName","userHandle","jvt012","handle","displayName","avatar","https://img.clerk.com/eyJ0eXBlIjoiZGVmYXVsdCIsImlpZCI6Imluc18yTm10cGhQUklwU0tqZHNiOHNnNGd2ZjJURFUiLCJyaWQiOiJ1c2VyXzM2T2tsUkc5c3FHYlNtOG1TamQxZ0pSZzdWWiJ9","tier","free","canRestrictVals","profileImageUrl","branchName","","adoptOrgId",{"_43":44,"_32":45,"_38":163,"_47":-5,"_48":25,"_49":50,"_51":50,"_52":-5,"_53":-5,"_18":54,"_55":-5,"_56":25,"_57":-5,"_58":-5,"_59":60,"_61":62,"_63":-5,"_64":-5,"_65":-5,"_66":-5,"_67":68,"_69":68,"_70":71,"_72":71,"_73":71,"_74":68,"_75":68,"_76":164,"_78":165,"_80":166,"_82":25},"tree",[154,155],"files",[154,155],"counts",{"_143":60,"_144":145,"_146":60,"_147":148,"_149":150},"contents",[125,126],"upstreamProject","upstreamBranch","emptyEnvVars","flags",[],"hasHttpFiles",true,"grants","orgs","customDomains",{},{"_43":134,"_32":135,"_30":136,"_128":-5,"_41":42,"_40":137,"_129":25,"_38":138,"_13":139,"_34":140,"_36":141,"_24":25,"_132":-5,"_27":142},{"_43":127,"_32":28,"_30":31,"_128":-5,"_41":42,"_40":14,"_129":120,"_38":130,"_13":131,"_34":35,"_36":37,"_24":25,"_132":-5,"_27":133},"4e1c47f2-e1ff-11f0-95b2-42dde27851f2","parentId","latest",["D",1766714709178],7,"label",[28],"e34fbeee-e1fa-11f0-bc63-42dde27851f2","daily-record-cli.ts","de92e124-e1fa-11f0-9c5f-42dde27851f2",15,["D",1766712812014],2,"script","import { DateTime } from \"https://esm.sh/luxon@3.5.0\";\nimport { kv } from \"https://esm.town/v/std/kv\";\n\nconst USER_AGENT = \"your-valtown-hightemp (you@example.com)\";\n\nconst SITES = [\"SFO\"]; // add more later\n\nasync function fetchJson(url: string) {\n const r = await fetch(url, {\n headers: { \"User-Agent\": USER_AGENT, \"Accept\": \"application/geo+json\" },\n });\n if (!r.ok) throw new Error(`Fetch failed ${r.status} for ${url}`);\n return r.json();\n}\n\nasync function fetchText(url: string) {\n const r = await fetch(url, {\n headers: { \"User-Agent\": USER_AGENT, \"Accept\": \"text/plain\" },\n });\n if (!r.ok) throw new Error(`Fetch failed ${r.status} for ${url}`);\n return r.text();\n}\n\n// Attempt to parse CLI text for:\n// - DATE (the product date, usually “DATE: MM/DD/YYYY”)\n// - YESTERDAY MAXIMUM value\nfunction parseCliYesterdayHigh(\n cliText: string,\n): { productDate?: string; maxF?: number } {\n const t = cliText.replace(/\\r/g, \"\");\n\n const dateMatch = t.match(/DATE:\\s*(\\d{2}\\/\\d{2}\\/\\d{4})/);\n const productDate = dateMatch?.[1];\n\n // Look for the YESTERDAY section then MAXIMUM\n // This is intentionally tolerant; CLI format varies slightly by WFO.\n const yesterdayIdx = t.search(/\\bYESTERDAY\\b/i);\n const slice = yesterdayIdx >= 0\n ? t.slice(yesterdayIdx, yesterdayIdx + 800)\n : t;\n\n const maxMatch = slice.match(/\\bMAXIMUM\\b\\s+(-?\\d{1,3})\\b/);\n const maxF = maxMatch ? Number(maxMatch[1]) : undefined;\n\n return { productDate, maxF };\n}\n\n// Find settlement high for a local date using NWS Products API (CLI type).\n// We search recent products and match by “product DATE minus 1 day”.\nasync function getSettlementHighForDate(\n cliLocation: string,\n targetLocalISO: string,\n) {\n const listUrl =\n `https://api.weather.gov/products/types/CLI/locations/${cliLocation}?limit=20`;\n const listing = await fetchJson(listUrl);\n const items: Array<{ id: string }> = listing[\"@graph\"] ?? [];\n\n for (const it of items) {\n const prod = await fetchJson(`https://api.weather.gov/products/${it.id}`);\n const text: string = prod?.productText;\n if (!text) continue;\n\n const parsed = parseCliYesterdayHigh(text);\n if (!parsed.productDate || parsed.maxF === undefined) continue;\n\n // CLI “DATE” is the issuance day; it reports “YESTERDAY” as the prior day.\n const issuance = DateTime.fromFormat(parsed.productDate, \"MM/dd/yyyy\", {\n zone: \"America/Los_Angeles\",\n });\n const yesterday = issuance.minus({ days: 1 }).toISODate();\n\n if (yesterday === targetLocalISO) {\n return {\n maxF: parsed.maxF,\n productId: it.id,\n issuanceDate: issuance.toISODate(),\n };\n }\n }\n return null;\n}\n\nasync function getCalib(site: string) {\n const obj = (await kv.get(`calib:${site}`)) as any;\n return { errors: (obj?.errors ?? []) as number[] };\n}\n\nasync function putCalib(site: string, errors: number[]) {\n await kv.set(`calib:${site}`, {\n errors: errors.slice(-60),\n updatedAtUTC: DateTime.utc().toISO(),\n });\n}\n\nexport default async function settleAndCalibrate() {\n // settle “yesterday” in the settlement timezone.\n const target = DateTime.now().setZone(\"America/Los_Angeles\").minus({\n days: 1,\n }).toISODate()!;\n\n for (const site of SITES) {\n const predKey = `pred:${site}:${target}`;\n const pred = (await kv.get(predKey)) as any;\n if (!pred) continue; // no prediction stored for that day\n\n // already settled?\n const settledKey = `settled:${site}:${target}`;\n if (await kv.get(settledKey)) continue;\n\n const settlement = await getSettlementHighForDate(site, target);\n if (!settlement) continue; // CLI not posted/found yet\n\n const settledHigh = settlement.maxF;\n const forecastMean = Number(pred.meanHigh);\n\n const error = settledHigh - forecastMean; // positive means we under-forecast\n\n const { errors } = await getCalib(site);\n errors.push(error);\n await putCalib(site, errors);\n\n await kv.set(settledKey, {\n site,\n dateLocal: target,\n settledHighF: settledHigh,\n forecastMeanF: forecastMean,\n errorF: error,\n productId: settlement.productId,\n issuanceDateLocal: settlement.issuanceDate,\n settledAtUTC: DateTime.utc().toISO(),\n });\n }\n\n return { ok: true, targetDate: target };\n}",[135],"pulls","branches",1,"forks","envVars",{"_151":60,"_153":60},"connections",{"_151":60,"_152":60},"count","unfilledCount","emptyCount",{"_43":134,"_32":135,"_30":136,"_128":-5,"_41":42,"_40":137,"_129":25,"_38":160,"_13":139,"_34":140,"_36":141,"_24":25,"_132":-5,"_157":161,"_27":162},{"_43":127,"_32":28,"_30":31,"_128":-5,"_41":42,"_40":14,"_129":120,"_38":156,"_13":131,"_34":35,"_36":37,"_24":25,"_132":-5,"_157":158,"_27":159},["D",1766714709178],"children",[],[28],["D",1766712812014],[],[135],["D",1766709869715],{"_94":93,"_101":97},{"_94":93,"_95":-5,"_96":97,"_18":54,"_98":99,"_100":25},{"_13":83,"_32":84,"_43":42,"_85":44,"_86":-5,"_87":-5,"_88":-5,"_89":-5,"_90":-5,"_91":45,"_92":93},"ctx",{"_76":-5,"_122":200,"_201":202,"_203":204,"_205":25,"_206":25,"_207":25,"_208":120,"_209":-5,"_210":-7,"_211":-7,"_212":60,"_213":25,"_214":25,"_215":-5,"_216":25,"_217":25,"_218":25,"_219":-5},"ENV",{"_171":172,"_173":174,"_175":84,"_176":177,"_178":179,"_180":181,"_182":183,"_184":185,"_186":187,"_188":189,"_190":191,"_192":193,"_194":195,"_196":197,"_198":199},"REACT_APP_SENTRY_DSN","https://586020d86f05489db63a554690acf1e9@o1398359.ingest.sentry.io/6724499","RENDER_GIT_COMMIT","e87eb04e707cf64e7e532c8e8ec395f209e17f15","RENDER_GIT_BRANCH","POSTHOG_API_TOKEN","phc_nmoyuAkStEZuUp69rYlg1DZgrIt19Gx0Y4Hwf8tGgJP","POSTHOG_API_HOST","https://wart.val.town","WEB_API_TEMPLATE","https://{val}.web.val.run","APP_URL","https://www.val.town","MODULE_URL","https://esm.town","VANITY_WEB_API_TEMPLATE","https://{label}.val.run/","DENOLS_URL","https://lsp.val.town","NODE_ENV","production","CLOUDFLARE_TURNSTILE_SITE_KEY","0x4AAAAAACtaIZJH7s9rBMZ6","GOOGLE_CLIENT_ID","875989696899-jtsqkhlbdv5jrlsk8631p7ipjg3c6o62.apps.googleusercontent.com","STRIPE_PUBLISHABLE_KEY","pk_live_51N2zvWEpZTTLipIkVEwXrUG9AT0yeOOEYxszarZT1jpsZV58Ly6wlg3SltZpHN26CUalOBmUSY7adQRQiSkCZz2500qSXNkf8Y","API_URL","https://api.val.town",[],"preferencesKeybindings","default","preferencesTheme","light","preferencesFixers","preferencesCopilot","preferencesSelectionAi","preferencesCloseBrackets","preferencesChatPanelState","preferencesDprint","preferencesDenofmt","notificationCount","flagDenols","isBusinessOrgMember","businessOrgHandle","isBusinessOrgAdmin","isHigherTownieTier","navCollapsed","currentOrgId"]

Diff · v23