[{"_1":2,"_3":-5,"_4":-5},"loaderData",{"_5":6,"_7":8},"actionData","errors","root",{"_110":111,"_112":113},"routes/embed.x.$handle.$name.$",{"_9":10,"_11":12,"_13":14,"_15":16,"_17":18,"_19":20,"_21":-5},"handle","efrenlin","name","x-trader-consensus","path","lib/marketData.ts","project",{"_22":48,"_11":12,"_35":49,"_50":-5,"_51":44,"_52":53,"_54":53,"_55":56,"_57":-5,"_58":59,"_60":61,"_62":34,"_63":-5,"_64":-5,"_65":66,"_67":68,"_69":70,"_71":72,"_73":74,"_75":-5,"_76":77,"_78":77,"_79":80,"_81":80,"_82":80,"_83":77,"_84":77,"_85":86,"_87":88,"_89":90,"_91":44},"file",{"_22":23,"_11":24,"_25":26,"_27":28,"_29":30,"_31":32,"_33":34,"_35":36,"_37":38,"_39":40,"_41":42,"_43":44,"_45":-5,"_13":46},"permalink","https://www.val.town/x/efrenlin/x-trader-consensus/code/lib/marketData.ts","extension","id","56c4728d-653a-4bf3-8af3-7984f03f2f9b","marketData.ts","fileId","ee7a8de4-ac34-11f1-ac60-1607ee4eb77e","parentId","8dccd4ba-aa00-11f1-906c-1607ee4eb77e","branchId","012dced4-9569-4aa1-b4df-043c162f1aa5","branchVersion",123,"latest",true,"createdAt",["D",1788960949008],"version",9,"fileType","script","content","// lib/marketData.ts — Market Data / Fundamentals layer for Discovery V2.\n//\n// ADDITIVE and OPTIONAL: provides price, momentum, valuation, fundamentals\n// and capital-flow signals to fill the four Discovery Score dimensions that\n// have been \"insufficient data\" (capitalFlow, fundamentalQuality, valuation,\n// priceMomentum).\n//\n// DESIGN:\n// - Provider ABSTRACTION: swap providers without touching the scorer or\n// Discovery V2. The default provider reads an env var (MARKETDATA_API_KEY)\n// and returns null when unset — so with no key, NO network call ever\n// happens and the four dimensions stay \"insufficient data\" (never 0).\n// - Data is persisted to its OWN `market_data` table, kept fully separate\n// from trader-consensus / posts data.\n// - refreshMarketData() is only ever invoked from an explicit manual route;\n// it is NOT part of the cron and is never auto-called.\n// - Missing fields stay NULL; scoring returns NaN for absent inputs (which\n// Discovery V2 treats as dimension-unavailable, never zero-as-negative).\n//\n// NO live provider call is made from this file during validation.\n\nimport { sqlite } from \"https://esm.town/v/std/sqlite/main.ts\";\n\n// Reads the FMP key under its documented name (MARKETDATA_API_KEY). Falls\n// back to FPMKEY only because that is what is actually set on this val right\n// now (the key was rotated via a differently-named env var rather than an\n// in-place value update) — this keeps the provider working without\n// silently masking the mismatch; see the /market-data/test-ticker report,\n// which always names which var it actually found.\nfunction getApiKey(): { key: string | null; varName: string | null } {\n const primary = Deno.env.get(\"MARKETDATA_API_KEY\");\n if (primary && primary.length > 0) return { key: primary, varName: \"MARKETDATA_API_KEY\" };\n const fallback = Deno.env.get(\"FPMKEY\");\n if (fallback && fallback.length > 0) return { key: fallback, varName: \"FPMKEY\" };\n return { key: null, varName: null };\n}\n\nexport interface MarketData {\n ticker: string;\n price: number | null;\n price_change_1d: number | null;\n price_change_1w: number | null;\n price_change_1m: number | null;\n pe_ratio: number | null;\n pb_ratio: number | null;\n market_cap: number | null;\n ev: number | null;\n revenue_growth: number | null;\n gross_margin: number | null;\n roe: number | null;\n debt_to_equity: number | null;\n avg_volume: number | null;\n flow: number | null;\n source: string | null;\n fetched_at: string | null;\n}\n\n// ---- Provider abstraction ----\nexport interface MarketDataProvider {\n readonly name: string;\n /** Fetch market data for the given ticker symbols (bounded by caller). */\n fetchData(symbols: string[]): Promise[]>;\n}\n\n// Default provider (Financial Modeling Prep). Swap by replacing the factory.\nclass FmpProvider implements MarketDataProvider {\n readonly name = \"fmp\";\n private get key(): string | null {\n return getApiKey().key;\n }\n async fetchData(symbols: string[]): Promise[]> {\n const key = this.key;\n if (!key) return [];\n const out: Partial[] = [];\n for (const sym of symbols) {\n try {\n // Migrated from legacy /api/v3/ to current /stable/ (symbol as a\n // query param, not a path segment). Field mapping verified against\n // official FMP documentation/examples before this migration:\n // - /stable/quote has NO pe/pb/ev fields (verified via an official\n // FMP article's full example response) — those come from ratios.\n // - quote's percent-change field is \"changePercentage\" under\n // /stable/ (v3 used \"changesPercentage\" — different name, not\n // just a path change).\n // - /stable/profile has no margin/fundamental fields at all\n // (verified: every source describing its contents lists only\n // price/mktcap/company-info/identifiers) — grossProfitMargin was\n // being read from the wrong endpoint even before this migration.\n // Dropped entirely: it contributed zero usable fields, so\n // removing it also cuts this from 4 provider calls/symbol to 3.\n const quote = await fetch(`https://financialmodelingprep.com/stable/quote?symbol=${sym}&apikey=${key}`).then((r) => r.ok ? r.json() : []);\n const q = Array.isArray(quote) ? quote[0] ?? {} : {};\n const ratios = await fetch(`https://financialmodelingprep.com/stable/ratios?symbol=${sym}&period=quarter&limit=1&apikey=${key}`).then((r) => r.ok ? r.json() : []).then((a) => (Array.isArray(a) ? a[0] ?? {} : {}));\n const growth = await fetch(`https://financialmodelingprep.com/stable/financial-growth?symbol=${sym}&period=quarter&limit=1&apikey=${key}`).then((r) => r.ok ? r.json() : []).then((a) => (Array.isArray(a) ? a[0] ?? {} : {}));\n\n out.push({\n ticker: sym.toUpperCase(),\n price: typeof q.price === \"number\" ? q.price : null,\n price_change_1d: typeof q.changePercentage === \"number\" ? q.changePercentage : null,\n price_change_1w: null, // not provided by /stable/quote; unchanged from prior behavior\n price_change_1m: null,\n pe_ratio: typeof ratios.priceEarningsRatio === \"number\" ? ratios.priceEarningsRatio : null, // verified field name; sourced from ratios, not quote\n pb_ratio: typeof ratios.priceToBookRatio === \"number\" ? ratios.priceToBookRatio : null, // best-available field name by naming-convention analogy — NOT verbatim-confirmed in official docs; if absent this stays null, never fabricated\n market_cap: typeof q.marketCap === \"number\" ? q.marketCap : null,\n ev: null, // /stable/quote has no \"ev\" field (verified); a dedicated enterprise-values call is out of scope for this migration\n revenue_growth: typeof growth.revenueGrowth === \"number\" ? growth.revenueGrowth * 100 : null, // %\n gross_margin: typeof ratios.grossProfitMargin === \"number\" ? ratios.grossProfitMargin * 100 : null, // moved from profile (verified wrong source) to ratios (verified correct source)\n roe: typeof ratios.returnOnEquity === \"number\" ? ratios.returnOnEquity * 100 : null,\n debt_to_equity: typeof ratios.debtToEquity === \"number\" ? ratios.debtToEquity / 100 : null, // normalized to 1=100%\n avg_volume: typeof q.volume === \"number\" ? q.volume : null,\n flow: null, // no reliable flow source; leave null -> dimension stays insufficient\n source: this.name,\n });\n } catch {\n // Per-symbol tolerance: a failure leaves that symbol out; never crash the batch.\n }\n }\n return out;\n }\n}\n\nexport async function getProvider(): Promise {\n if (!getApiKey().key) return null; // no key -> never auto-fetch\n return new FmpProvider();\n}\n\nexport async function ensureMarketDataSchema(): Promise {\n await sqlite.batch([\n { sql: `CREATE TABLE IF NOT EXISTS market_data (\n ticker TEXT PRIMARY KEY,\n price REAL, price_change_1d REAL, price_change_1w REAL, price_change_1m REAL,\n pe_ratio REAL, pb_ratio REAL, market_cap REAL, ev REAL,\n revenue_growth REAL, gross_margin REAL, roe REAL, debt_to_equity REAL,\n avg_volume REAL, flow REAL, source TEXT, fetched_at TEXT\n )` },\n ]);\n}\n\n// Persist provider rows into market_data (upsert). Only invoked via the\n// explicit manual refresh route — never by the cron.\nexport async function persistMarketData(rows: Partial[]): Promise {\n await ensureMarketDataSchema();\n const stmts = rows.filter((r) => r.ticker).map((r) => ({\n sql: `INSERT INTO market_data (\n ticker, price, price_change_1d, price_change_1w, price_change_1m, pe_ratio, pb_ratio,\n market_cap, ev, revenue_growth, gross_margin, roe, debt_to_equity, avg_volume, flow, source, fetched_at)\n VALUES (?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?)\n ON CONFLICT(ticker) DO UPDATE SET\n price=excluded.price, price_change_1d=excluded.price_change_1d, price_change_1w=excluded.price_change_1w,\n price_change_1m=excluded.price_change_1m, pe_ratio=excluded.pe_ratio, pb_ratio=excluded.pb_ratio,\n market_cap=excluded.market_cap, ev=excluded.ev, revenue_growth=excluded.revenue_growth,\n gross_margin=excluded.gross_margin, roe=excluded.roe, debt_to_equity=excluded.debt_to_equity,\n avg_volume=excluded.avg_volume, flow=excluded.flow, source=excluded.source, fetched_at=excluded.fetched_at`,\n args: [r.ticker!.toUpperCase(), r.price ?? null, r.price_change_1d ?? null, r.price_change_1w ?? null,\n r.price_change_1m ?? null, r.pe_ratio ?? null, r.pb_ratio ?? null, r.market_cap ?? null, r.ev ?? null,\n r.revenue_growth ?? null, r.gross_margin ?? null, r.roe ?? null, r.debt_to_equity ?? null,\n r.avg_volume ?? null, r.flow ?? null, r.source ?? null, new Date().toISOString()],\n }));\n for (let i = 0; i < stmts.length; i += 20) await sqlite.batch(stmts.slice(i, i + 20));\n return stmts.length;\n}\n\n// Manual refresh: bounded list of symbols. Returns immediately with a note if\n// the provider key is not configured (no live call).\nexport async function refreshMarketData(symbols: string[]): Promise<{ updated: number; note?: string }> {\n const provider = await getProvider();\n if (!provider) return { updated: 0, note: \"MARKETDATA_API_KEY is not configured; no market data fetched. Dimensions remain insufficient data.\" };\n const rows = await provider.fetchData(symbols);\n const updated = await persistMarketData(rows);\n return { updated, note: `provider: ${provider.name}` };\n}\n\n// ---------------------------------------------------------------------------\n// Controlled single-ticker diagnostic test (manual, explicit route only).\n// Performs the SAME 4 FMP calls as FmpProvider.fetchData for exactly ONE\n// symbol, but captures per-endpoint HTTP status/ok for reporting. Reuses\n// persistMarketData (so nulls stay null, never zeroed) and\n// scoreMarketDimensions (so the four enriched-dimension scores are computed\n// with the exact same logic Discovery V2 uses). Never invoked automatically;\n// never touches any symbol other than the one passed in.\n// ---------------------------------------------------------------------------\nexport interface ApiCallResult {\n endpoint: string;\n status: number | null;\n ok: boolean;\n note: string; // \"ok\" | \"authentication_failed\" | \"plan_restricted\" | \"network_error\" | \"error_

\"\n}\n\nexport interface SingleTickerTestReport {\n  ticker: string;\n  provider: string;\n  provider_configured: boolean;\n  auth_check: { status: number | null; ok: boolean; result: string } | null;\n  api_calls: ApiCallResult[];\n  fields_returned: Record;\n  fields_unavailable: string[];\n  stored: MarketData | null;\n  dimension_scores: Record;\n  errors: string[];\n}\n\nconst ALL_MARKET_FIELDS = [\n  \"price\", \"price_change_1d\", \"price_change_1w\", \"price_change_1m\",\n  \"pe_ratio\", \"pb_ratio\", \"market_cap\", \"ev\",\n  \"revenue_growth\", \"gross_margin\", \"roe\", \"debt_to_equity\",\n  \"avg_volume\", \"flow\",\n] as const;\n\nfunction noteForStatus(status: number | null): string {\n  if (status === null) return \"network_error\";\n  if (status >= 200 && status < 300) return \"ok\";\n  if (status === 401) return \"authentication_failed\";\n  if (status === 403) return \"plan_restricted\";\n  return `error_${status}`;\n}\n\nexport async function runSingleTickerMarketDataTest(ticker: string): Promise {\n  const sym = ticker.toUpperCase();\n  const { key, varName } = getApiKey();\n  const report: SingleTickerTestReport = {\n    ticker: sym, provider: \"fmp\", provider_configured: !!key,\n    auth_check: null,\n    api_calls: [], fields_returned: {}, fields_unavailable: [], stored: null,\n    dimension_scores: { fundamentalQuality: null, valuation: null, priceMomentum: null, capitalFlow: null },\n    errors: [],\n  };\n  if (!key) {\n    report.errors.push(\"Neither MARKETDATA_API_KEY nor FPMKEY is configured with a non-empty value; no API calls made.\");\n    return report;\n  }\n  if (varName !== \"MARKETDATA_API_KEY\") {\n    report.errors.push(`Note: MARKETDATA_API_KEY is not set — the key was read from the \"${varName}\" env var instead (fallback). Consider renaming it to MARKETDATA_API_KEY for consistency with the rest of this val's code/docs.`);\n  }\n\n  const call = async (label: string, url: string): Promise => {\n    try {\n      const res = await fetch(url);\n      const note = noteForStatus(res.status);\n      report.api_calls.push({ endpoint: label, status: res.status, ok: res.ok, note });\n      if (!res.ok) return null;\n      try { return await res.json(); } catch { return null; }\n    } catch (err) {\n      report.api_calls.push({ endpoint: label, status: null, ok: false, note: \"network_error\" });\n      report.errors.push(`${label}: ${(err as Error).message}`);\n      return null;\n    }\n  };\n\n  // Step 1: minimum-possible authentication test — exactly ONE request\n  // (quote, now /stable/quote?symbol=... per the verified migration) before\n  // spending any further calls. If the key is rejected outright (401) or\n  // the plan denies it (403), stop immediately and report — per the\n  // instruction for this run, do not retry and do not call the remaining\n  // endpoints.\n  const quoteRaw = await call(\"quote\", `https://financialmodelingprep.com/stable/quote?symbol=${sym}&apikey=${key}`);\n  const quoteCall = report.api_calls[0];\n  report.auth_check = { status: quoteCall.status, ok: quoteCall.ok, result: quoteCall.note };\n  if (!quoteCall.ok) {\n    report.errors.push(\n      quoteCall.note === \"authentication_failed\"\n        ? \"Authentication FAILED (401) on the minimal quote request — MARKETDATA_API_KEY was rejected by FMP. Stopped after 1 call; the other endpoints were never called.\"\n        : quoteCall.note === \"plan_restricted\"\n        ? \"Authenticated, but quote access returned 403 — not included in this FMP plan tier. Stopped after 1 call; the other endpoints were never called.\"\n        : `Unexpected status ${quoteCall.status ?? \"(network error)\"} on the auth-check quote request. Stopped after 1 call.`,\n    );\n    return report;\n  }\n  report.errors.push(\"Authentication check passed (200 on quote) — continuing with the 2 remaining endpoints (ratios, financial-growth).\");\n\n  // Step 2: authentication confirmed — 2 remaining calls (profile is no\n  // longer fetched: verified to contribute zero fields this schema needs —\n  // see lib/marketData.ts header comment in fetchData). Any endpoint that\n  // comes back 403 is a plan restriction (its fields stay NULL, not zero);\n  // reported per-endpoint below rather than aborting the whole test.\n  const q = Array.isArray(quoteRaw) ? quoteRaw[0] ?? {} : {};\n  const ratiosRaw = await call(\"ratios\", `https://financialmodelingprep.com/stable/ratios?symbol=${sym}&period=quarter&limit=1&apikey=${key}`);\n  const ratios = Array.isArray(ratiosRaw) ? ratiosRaw[0] ?? {} : {};\n  const growthRaw = await call(\"financial-growth\", `https://financialmodelingprep.com/stable/financial-growth?symbol=${sym}&period=quarter&limit=1&apikey=${key}`);\n  const growth = Array.isArray(growthRaw) ? growthRaw[0] ?? {} : {};\n\n  for (const c of report.api_calls.slice(1)) {\n    if (!c.ok) {\n      report.errors.push(\n        c.note === \"plan_restricted\"\n          ? `${c.endpoint} endpoint returned 403 (plan restriction) — unavailable on this FMP plan; its fields stay NULL, not zero.`\n          : c.note === \"authentication_failed\"\n          ? `${c.endpoint} endpoint returned 401 despite the quote auth-check passing — inconsistent per-endpoint auth; its fields stay NULL.`\n          : `${c.endpoint} endpoint returned ${c.status ?? \"a network error\"}; its fields stay NULL.`,\n      );\n    }\n  }\n\n  const row: Partial = {\n    ticker: sym,\n    price: typeof q.price === \"number\" ? q.price : null,\n    price_change_1d: typeof q.changePercentage === \"number\" ? q.changePercentage : null,\n    price_change_1w: null,\n    price_change_1m: null,\n    pe_ratio: typeof ratios.priceEarningsRatio === \"number\" ? ratios.priceEarningsRatio : null,\n    pb_ratio: typeof ratios.priceToBookRatio === \"number\" ? ratios.priceToBookRatio : null,\n    market_cap: typeof q.marketCap === \"number\" ? q.marketCap : null,\n    ev: null,\n    revenue_growth: typeof growth.revenueGrowth === \"number\" ? growth.revenueGrowth * 100 : null,\n    gross_margin: typeof ratios.grossProfitMargin === \"number\" ? ratios.grossProfitMargin * 100 : null,\n    roe: typeof ratios.returnOnEquity === \"number\" ? ratios.returnOnEquity * 100 : null,\n    debt_to_equity: typeof ratios.debtToEquity === \"number\" ? ratios.debtToEquity / 100 : null,\n    avg_volume: typeof q.volume === \"number\" ? q.volume : null,\n    flow: null,\n    source: \"fmp\",\n  };\n\n  for (const f of ALL_MARKET_FIELDS) {\n    const v = (row as any)[f];\n    if (v === null || v === undefined) report.fields_unavailable.push(f);\n    else report.fields_returned[f] = v as number | string;\n  }\n\n  await persistMarketData([row]);\n  const stored = await sqlite.execute({ sql: `SELECT * FROM market_data WHERE ticker = ?`, args: [sym] });\n  report.stored = (stored.rows[0] as any) ?? null;\n\n  const dims = scoreMarketDimensions(report.stored as unknown as MarketData | null);\n  report.dimension_scores = {\n    fundamentalQuality: Number.isNaN(dims.fundamentalQuality) ? null : dims.fundamentalQuality,\n    valuation: Number.isNaN(dims.valuation) ? null : dims.valuation,\n    priceMomentum: Number.isNaN(dims.priceMomentum) ? null : dims.priceMomentum,\n    capitalFlow: Number.isNaN(dims.capitalFlow) ? null : dims.capitalFlow,\n  };\n\n  return report;\n}\n\n// Read persisted rows (read-only).\nexport async function marketDataApi(opts: { ticker?: string; limit?: number } = {}): Promise<{ rows: MarketData[]; configured: boolean; count: number }> {\n  await ensureMarketDataSchema();\n  const limit = Math.min(opts.limit ?? 200, 500);\n  const configured = !!getApiKey().key;\n  let res: any;\n  if (opts.ticker) {\n    res = await sqlite.execute({ sql: `SELECT * FROM market_data WHERE ticker = ?`, args: [opts.ticker.toUpperCase()] });\n  } else {\n    res = await sqlite.execute({ sql: `SELECT * FROM market_data ORDER BY fetched_at DESC LIMIT ?`, args: [limit] });\n  }\n  return { rows: res.rows as any[], configured, count: (res.rows as any[]).length };\n}\n\n// ---- Dimension scoring (transparent, deterministic, coverage-aware) ----\n// Returns NaN for any dimension lacking the required fields. Discovery V2\n// treats NaN as \"insufficient data\" — never a zero-that-looks-negative.\nfunction clamp(v: number, lo: number, hi: number): number { return Math.max(lo, Math.min(hi, v)); }\nfunction normScore(parts: { pts: number; max: number }[], weight: number): number {\n  const tot = parts.reduce((a, p) => a + p.pts, 0);\n  const mx = parts.reduce((a, p) => a + p.max, 0);\n  if (mx <= 0) return NaN;\n  return Math.round((weight * (tot / mx)) * 10) / 10;\n}\n\nexport function scoreMarketDimensions(md: MarketData | null): Record {\n  const s: Record = { fundamentalQuality: NaN, valuation: NaN, priceMomentum: NaN, capitalFlow: NaN };\n  if (!md) return s;\n\n  // Fundamental Quality (weight 10): revenue growth, gross margin, ROE, leverage.\n  const fParts: { pts: number; max: number }[] = [];\n  if (md.revenue_growth != null) fParts.push({ pts: clamp((md.revenue_growth + 20) / 40, 0, 1) * 4, max: 4 });\n  if (md.gross_margin != null) fParts.push({ pts: clamp(md.gross_margin / 60, 0, 1) * 3, max: 3 });\n  if (md.roe != null) fParts.push({ pts: clamp(md.roe / 30, 0, 1) * 2, max: 2 });\n  if (md.debt_to_equity != null) fParts.push({ pts: md.debt_to_equity <= 1 ? 1 : md.debt_to_equity <= 2 ? 0.5 : 0, max: 1 });\n  s.fundamentalQuality = normScore(fParts, 10);\n\n  // Valuation (weight 5): lower P/E and P/B => more attractive. Absence => NaN.\n  const vParts: { pts: number; max: number }[] = [];\n  if (md.pe_ratio != null && md.pe_ratio > 0) vParts.push({ pts: clamp((40 - md.pe_ratio) / 25, 0, 1), max: 3 });\n  if (md.pb_ratio != null && md.pb_ratio > 0) vParts.push({ pts: clamp((10 - md.pb_ratio) / 8, 0, 1), max: 2 });\n  s.valuation = normScore(vParts, 5);\n\n  // Price Momentum (weight 10): 1w and 1m % moves.\n  const mParts: { pts: number; max: number }[] = [];\n  if (md.price_change_1m != null) mParts.push({ pts: clamp(md.price_change_1m / 20, 0, 1) * 4, max: 4 });\n  if (md.price_change_1w != null) mParts.push({ pts: clamp(md.price_change_1w / 10, 0, 1) * 6, max: 6 });\n  if (md.price_change_1d != null && mParts.length === 0) mParts.push({ pts: clamp(md.price_change_1d / 5, 0, 1) * 10, max: 10 });\n  s.priceMomentum = normScore(mParts, 10);\n\n  // Market / Capital Flow (weight 10): volume proxy (or explicit flow when a\n  // provider supplies it). 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