[{"_1":2,"_3":-5,"_4":-5},"loaderData",{"_5":6,"_7":8},"actionData","errors","root",{"_107":108,"_109":110},"routes/embed.x.$handle.$name.$",{"_9":10,"_11":12,"_13":14,"_15":16,"_17":18,"_19":20,"_21":-5},"handle","shariff81","name","tribunal","path","analytics.ts","project",{"_22":45,"_11":12,"_33":46,"_47":-5,"_48":42,"_49":50,"_51":50,"_52":53,"_54":-5,"_55":56,"_57":58,"_59":32,"_60":-5,"_61":-5,"_62":63,"_64":65,"_66":67,"_68":69,"_70":71,"_72":-5,"_73":74,"_75":74,"_76":77,"_78":77,"_79":77,"_80":74,"_81":74,"_82":83,"_84":85,"_86":87,"_88":42},"file",{"_22":23,"_11":14,"_24":25,"_26":-5,"_27":28,"_29":30,"_31":32,"_33":34,"_35":36,"_37":38,"_39":40,"_41":42,"_43":-5,"_13":44},"permalink","https://www.val.town/x/shariff81/tribunal/code/analytics.ts","extension","id","386a1be8-6a6e-41d0-841e-a7db5deaafb1","fileId","6e87da16-ab1b-11f1-8b81-1607ee4eb77e","parentId","branchId","5065b56d-f569-4c18-8af0-b7e42f8ef582","branchVersion",32,"latest",true,"createdAt",["D",1788832447898],"version",2,"fileType","script","content","/**\n * All the math. This is what makes the roasts land — the model gets real,\n * specific, humiliating numbers instead of vibes.\n */\n\nimport {\n DraftPick,\n PlayerMap,\n playerName,\n pts,\n ptsAgainst,\n SleeperLeague,\n SleeperMatchup,\n SleeperRoster,\n SleeperTransaction,\n SleeperUser,\n teamName,\n} from \"./sleeper.ts\";\n\n/* ------------------------------------------------------------------ types */\n\nexport interface StarterSlot {\n id: string;\n name: string;\n pos: string;\n points: number;\n}\n\nexport interface TeamWeek {\n week: number;\n points: number;\n oppRosterId: number | null;\n oppPoints: number;\n result: \"W\" | \"L\" | \"T\" | \"-\";\n margin: number;\n starters: StarterSlot[];\n bench: StarterSlot[];\n optimalPoints: number;\n benchLeft: number;\n /** Starters who put up a donut — bye week, inactive, or just terrible. */\n zeroes: StarterSlot[];\n allPlayW: number;\n allPlayL: number;\n rankThisWeek: number;\n}\n\nexport interface FaabMove {\n week: number;\n rosterId: number;\n playerId: string;\n playerName: string;\n bid: number;\n droppedName: string | null;\n /** Points that player has scored FOR this roster since being acquired. */\n pointsSince: number;\n /** Dollars per point. Infinity if he's scored nothing. */\n costPerPoint: number;\n}\n\nexport interface Team {\n rosterId: number;\n userId: string | null;\n manager: string;\n teamName: string;\n avatar: string | null;\n wins: number;\n losses: number;\n ties: number;\n pf: number;\n pa: number;\n allPlayW: number;\n allPlayL: number;\n allPlayPct: number;\n /** Actual wins minus all-play expected wins. Positive = fraudulent. */\n luck: number;\n weeks: TeamWeek[];\n faabSpent: number;\n faabRemaining: number;\n faabMoves: FaabMove[];\n moves: number;\n bestWeek: TeamWeek | null;\n worstWeek: TeamWeek | null;\n totalBenchLeft: number;\n streak: string;\n powerScore: number;\n powerRank: number;\n standingsRank: number;\n draftPicks: { round: number; pick: number; name: string; pos: string }[];\n}\n\nexport interface ShameEntry {\n rosterId: number;\n teamName: string;\n manager: string;\n score: number;\n /** Human-readable rap sheet, fed straight to the roaster. */\n charges: string[];\n}\n\nexport interface WeekDigest {\n week: number;\n played: boolean;\n games: {\n a: { rosterId: number; teamName: string; manager: string; points: number };\n b: { rosterId: number; teamName: string; manager: string; points: number };\n margin: number;\n }[];\n high: { rosterId: number; teamName: string; manager: string; points: number } | null;\n low: { rosterId: number; teamName: string; manager: string; points: number } | null;\n blowout: { winner: string; loser: string; margin: number } | null;\n nailbiter: { winner: string; loser: string; margin: number } | null;\n mostBenchLeft: { teamName: string; manager: string; points: number } | null;\n faab: FaabMove[];\n trades: { week: number; summary: string }[];\n shame: ShameEntry[];\n spotlight: ShameEntry | null;\n}\n\nexport interface LeagueReport {\n leagueId: string;\n leagueName: string;\n season: string;\n currentWeek: number;\n lastCompleteWeek: number;\n preseason: boolean;\n teams: Team[];\n weeks: WeekDigest[];\n latest: WeekDigest | null;\n faabBankrupt: Team[];\n faabHoarders: Team[];\n worstFaabMove: FaabMove | null;\n bestFaabMove: FaabMove | null;\n /**\n * Claims that processed for the CURRENT, not-yet-played week — i.e. Wednesday\n * morning's waiver run. These have no production yet (nobody's played), so the\n * joke is the spend, not the result. They belong to no weekDigest, which is\n * why they need their own field.\n */\n pendingFaab: FaabMove[];\n playoffWeekStart: number;\n faabBudget: number;\n}\n\n/* -------------------------------------------------------- lineup optimizer */\n\nconst FLEX_ELIGIBLE: Record = {\n FLEX: [\"RB\", \"WR\", \"TE\"],\n WRRB_FLEX: [\"RB\", \"WR\"],\n WRRB_WRT: [\"RB\", \"WR\", \"TE\"],\n REC_FLEX: [\"WR\", \"TE\"],\n SUPER_FLEX: [\"QB\", \"RB\", \"WR\", \"TE\"],\n};\n\nfunction posOf(players: PlayerMap, id: string): string {\n const p = players[id];\n if (p) return p[1];\n // Team defenses are keyed by abbreviation (\"KC\", \"SF\") and may be missing.\n if (/^[A-Z]{2,4}$/.test(id)) return \"DEF\";\n return \"UNK\";\n}\n\n/**\n * Greedy best-lineup solver: fill the most restrictive slots first, then flex.\n * Close enough to optimal for every real fantasy roster shape.\n */\nfunction optimalLineup(\n rosterPositions: string[],\n pool: StarterSlot[],\n): number {\n const slots = rosterPositions.filter(\n (p) => p !== \"BN\" && p !== \"IR\" && p !== \"TAXI\",\n );\n const available = [...pool].sort((a, b) => b.points - a.points);\n const used = new Set();\n let total = 0;\n\n const strict = slots.filter((s) => !FLEX_ELIGIBLE[s]);\n const flex = slots.filter((s) => !!FLEX_ELIGIBLE[s]);\n\n for (const slot of strict) {\n const i = available.findIndex((p, idx) => !used.has(idx) && p.pos === slot);\n if (i >= 0) {\n used.add(i);\n total += available[i].points;\n }\n }\n for (const slot of flex) {\n const ok = FLEX_ELIGIBLE[slot];\n const i = available.findIndex(\n (p, idx) => !used.has(idx) && ok.includes(p.pos),\n );\n if (i >= 0) {\n used.add(i);\n total += available[i].points;\n }\n }\n return round2(total);\n}\n\nconst round2 = (n: number) => Math.round(n * 100) / 100;\n\n/* ------------------------------------------------------------------- build */\n\nexport function buildReport(opts: {\n league: SleeperLeague;\n users: SleeperUser[];\n rosters: SleeperRoster[];\n matchupsByWeek: Map;\n txByWeek: Map;\n players: PlayerMap;\n currentWeek: number;\n lastCompleteWeek: number;\n draftPicks: DraftPick[];\n}): LeagueReport {\n const {\n league,\n users,\n rosters,\n matchupsByWeek,\n txByWeek,\n players,\n currentWeek,\n lastCompleteWeek,\n draftPicks,\n } = opts;\n\n const userById = new Map(users.map((u) => [u.user_id, u]));\n const faabBudget = league.settings?.waiver_budget ?? 100;\n const playoffWeekStart = league.settings?.playoff_week_start ?? 15;\n\n const teams: Team[] = rosters.map((r) => {\n const u = r.owner_id ? userById.get(r.owner_id) : undefined;\n return {\n rosterId: r.roster_id,\n userId: r.owner_id,\n manager: u?.display_name ?? \"Ghost\",\n teamName: teamName(u),\n avatar: u?.avatar\n ? `https://sleepercdn.com/avatars/thumbs/${u.avatar}`\n : null,\n wins: r.settings.wins ?? 0,\n losses: r.settings.losses ?? 0,\n ties: r.settings.ties ?? 0,\n pf: round2(pts(r.settings)),\n pa: round2(ptsAgainst(r.settings)),\n allPlayW: 0,\n allPlayL: 0,\n allPlayPct: 0,\n luck: 0,\n weeks: [],\n faabSpent: r.settings.waiver_budget_used ?? 0,\n faabRemaining: faabBudget - (r.settings.waiver_budget_used ?? 0),\n faabMoves: [],\n moves: r.settings.total_moves ?? 0,\n bestWeek: null,\n worstWeek: null,\n totalBenchLeft: 0,\n streak: \"\",\n powerScore: 0,\n powerRank: 0,\n standingsRank: 0,\n draftPicks: [],\n };\n });\n const byRoster = new Map(teams.map((t) => [t.rosterId, t]));\n const rosterById = new Map(rosters.map((r) => [r.roster_id, r]));\n\n /* ------------------------------------------------------- draft picks */\n for (const p of draftPicks) {\n const t = byRoster.get(p.roster_id);\n if (!t) continue;\n t.draftPicks.push({\n round: p.round,\n pick: p.pick_no,\n name: p.metadata?.first_name\n ? `${p.metadata.first_name} ${p.metadata.last_name}`\n : playerName(players, p.player_id),\n pos: p.metadata?.position ?? posOf(players, p.player_id),\n });\n }\n for (const t of teams) t.draftPicks.sort((a, b) => a.pick - b.pick);\n\n /* ------------------------------------------------ per-week processing */\n const weekDigests: WeekDigest[] = [];\n\n for (let w = 1; w <= lastCompleteWeek; w++) {\n const ms = matchupsByWeek.get(w) ?? [];\n if (!ms.length) continue;\n const scored = ms.filter((m) => (m.points ?? 0) > 0);\n const played = scored.length > 0;\n if (!played) continue;\n\n const scores = ms.map((m) => ({ rosterId: m.roster_id, points: round2(m.points ?? 0) }));\n const sorted = [...scores].sort((a, b) => b.points - a.points);\n const rankOf = new Map(sorted.map((s, i) => [s.rosterId, i + 1]));\n\n // pair up by matchup_id\n const pairs = new Map();\n for (const m of ms) {\n if (m.matchup_id == null) continue;\n const arr = pairs.get(m.matchup_id) ?? [];\n arr.push(m);\n pairs.set(m.matchup_id, arr);\n }\n\n const games: WeekDigest[\"games\"] = [];\n\n for (const m of ms) {\n const t = byRoster.get(m.roster_id);\n if (!t) continue;\n const opp = m.matchup_id != null\n ? (pairs.get(m.matchup_id) ?? []).find((x) => x.roster_id !== m.roster_id)\n : undefined;\n\n const pp = m.players_points ?? {};\n const startersIds = m.starters ?? [];\n const startersPts = m.starters_points ?? [];\n\n const starters: StarterSlot[] = startersIds.map((id, i) => ({\n id,\n name: playerName(players, id),\n pos: posOf(players, id),\n points: round2(startersPts[i] ?? pp[id] ?? 0),\n }));\n\n const allIds = m.players ?? [];\n const benchIds = allIds.filter((id) => !startersIds.includes(id));\n const bench: StarterSlot[] = benchIds.map((id) => ({\n id,\n name: playerName(players, id),\n pos: posOf(players, id),\n points: round2(pp[id] ?? 0),\n })).sort((a, b) => b.points - a.points);\n\n const pool: StarterSlot[] = allIds.map((id) => ({\n id,\n name: playerName(players, id),\n pos: posOf(players, id),\n points: round2(pp[id] ?? 0),\n }));\n\n const optimal = optimalLineup(league.roster_positions ?? [], pool);\n const points = round2(m.points ?? 0);\n const oppPoints = round2(opp?.points ?? 0);\n\n // all-play: how you'd have done against every other team this week\n let apW = 0, apL = 0;\n for (const s of scores) {\n if (s.rosterId === m.roster_id) continue;\n if (points > s.points) apW++;\n else if (points < s.points) apL++;\n }\n\n const tw: TeamWeek = {\n week: w,\n points,\n oppRosterId: opp?.roster_id ?? null,\n oppPoints,\n result: !opp\n ? \"-\"\n : points > oppPoints\n ? \"W\"\n : points < oppPoints\n ? \"L\"\n : \"T\",\n margin: round2(points - oppPoints),\n starters,\n bench,\n optimalPoints: optimal,\n benchLeft: round2(Math.max(0, optimal - points)),\n zeroes: starters.filter((s) => s.points <= 0),\n allPlayW: apW,\n allPlayL: apL,\n rankThisWeek: rankOf.get(m.roster_id) ?? 0,\n };\n\n t.weeks.push(tw);\n t.allPlayW += apW;\n t.allPlayL += apL;\n t.totalBenchLeft = round2(t.totalBenchLeft + tw.benchLeft);\n }\n\n for (const [, arr] of pairs) {\n if (arr.length !== 2) continue;\n const [x, y] = arr;\n const tx = byRoster.get(x.roster_id), ty = byRoster.get(y.roster_id);\n if (!tx || !ty) continue;\n games.push({\n a: { rosterId: tx.rosterId, teamName: tx.teamName, manager: tx.manager, points: round2(x.points ?? 0) },\n b: { rosterId: ty.rosterId, teamName: ty.teamName, manager: ty.manager, points: round2(y.points ?? 0) },\n margin: round2(Math.abs((x.points ?? 0) - (y.points ?? 0))),\n });\n }\n\n const hi = sorted[0], lo = sorted[sorted.length - 1];\n const hiT = byRoster.get(hi?.rosterId ?? -1);\n const loT = byRoster.get(lo?.rosterId ?? -1);\n\n const byMargin = [...games].sort((g1, g2) => g2.margin - g1.margin);\n const fmtGame = (g: WeekDigest[\"games\"][number]) => {\n const win = g.a.points >= g.b.points ? g.a : g.b;\n const lose = g.a.points >= g.b.points ? g.b : g.a;\n return { winner: `${win.teamName} (${win.manager})`, loser: `${lose.teamName} (${lose.manager})`, margin: g.margin };\n };\n\n const weekTeamWeeks = teams\n .map((t) => ({ t, tw: t.weeks.find((x) => x.week === w) }))\n .filter((x) => !!x.tw) as { t: Team; tw: TeamWeek }[];\n\n const benchWorst = [...weekTeamWeeks].sort((a, b) => b.tw.benchLeft - a.tw.benchLeft)[0];\n\n weekDigests.push({\n week: w,\n played: true,\n games,\n high: hiT ? { rosterId: hiT.rosterId, teamName: hiT.teamName, manager: hiT.manager, points: hi.points } : null,\n low: loT ? { rosterId: loT.rosterId, teamName: loT.teamName, manager: loT.manager, points: lo.points } : null,\n blowout: byMargin[0] ? fmtGame(byMargin[0]) : null,\n nailbiter: byMargin[byMargin.length - 1] ? fmtGame(byMargin[byMargin.length - 1]) : null,\n mostBenchLeft: benchWorst\n ? { teamName: benchWorst.t.teamName, manager: benchWorst.t.manager, points: benchWorst.tw.benchLeft }\n : null,\n faab: [],\n trades: [],\n shame: [],\n spotlight: null,\n });\n }\n\n /* ----------------------------------------------------------- FAAB ledger */\n const allFaab: FaabMove[] = [];\n for (let w = 1; w <= currentWeek; w++) {\n const txs = txByWeek.get(w) ?? [];\n const digest = weekDigests.find((d) => d.week === w);\n for (const tx of txs) {\n if (tx.status !== \"complete\") continue;\n\n if (tx.type === \"trade\") {\n const parts = tx.roster_ids.map((rid) => {\n const t = byRoster.get(rid);\n const got = Object.entries(tx.adds ?? {})\n .filter(([, r]) => r === rid)\n .map(([pid]) => playerName(players, pid));\n const cash = (tx.waiver_budget ?? [])\n .filter((b) => b.receiver === rid)\n .map((b) => `$${b.amount} FAAB`);\n return `${t?.teamName ?? rid} got ${[...got, ...cash].join(\", \") || \"nothing\"}`;\n });\n digest?.trades.push({ week: w, summary: parts.join(\" | \") });\n continue;\n }\n\n const bid = tx.settings?.waiver_bid ?? 0;\n for (const [pid, rid] of Object.entries(tx.adds ?? {})) {\n const dropped = Object.entries(tx.drops ?? {})\n .filter(([, r]) => r === rid)\n .map(([dpid]) => playerName(players, dpid))[0] ?? null;\n\n // How much has this guy actually produced since you paid for him?\n let since = 0;\n for (let k = w; k <= lastCompleteWeek; k++) {\n const ms = matchupsByWeek.get(k) ?? [];\n const mine = ms.find((m) => m.roster_id === rid);\n const p = mine?.players_points?.[pid];\n if (typeof p === \"number\") since += p;\n }\n since = round2(since);\n\n const move: FaabMove = {\n week: w,\n rosterId: rid,\n playerId: pid,\n playerName: playerName(players, pid),\n bid,\n droppedName: dropped,\n pointsSince: since,\n costPerPoint: since > 0 ? round2(bid / since) : (bid > 0 ? Infinity : 0),\n };\n allFaab.push(move);\n byRoster.get(rid)?.faabMoves.push(move);\n if (bid > 0) digest?.faab.push(move);\n }\n }\n }\n\n /* ---------------------------------------------------- derived team stats */\n for (const t of teams) {\n const gp = t.allPlayW + t.allPlayL;\n t.allPlayPct = gp ? round2(t.allPlayW / gp) : 0;\n const played = t.weeks.length;\n t.luck = round2(t.wins - t.allPlayPct * played);\n t.bestWeek = [...t.weeks].sort((a, b) => b.points - a.points)[0] ?? null;\n t.worstWeek = [...t.weeks].sort((a, b) => a.points - b.points)[0] ?? null;\n\n // streak\n const results = [...t.weeks].sort((a, b) => b.week - a.week).map((x) => x.result);\n if (results.length) {\n const first = results[0];\n let n = 0;\n for (const r of results) { if (r === first) n++; else break; }\n t.streak = `${first}${n}`;\n }\n }\n\n // power score: all-play (40%) + season scoring (35%) + last-3 form (25%)\n const pct = (vals: number[], v: number) => {\n const lo = Math.min(...vals), hi = Math.max(...vals);\n return hi === lo ? 0.5 : (v - lo) / (hi - lo);\n };\n const pfs = teams.map((t) => t.pf);\n const recent = teams.map((t) =>\n t.weeks.slice(-3).reduce((s, x) => s + x.points, 0) / Math.max(1, Math.min(3, t.weeks.length))\n );\n teams.forEach((t, i) => {\n t.powerScore = round2(\n 100 * (0.40 * t.allPlayPct + 0.35 * pct(pfs, t.pf) + 0.25 * pct(recent, recent[i])),\n );\n });\n [...teams].sort((a, b) => b.powerScore - a.powerScore).forEach((t, i) => (t.powerRank = i + 1));\n [...teams]\n .sort((a, b) => b.wins - a.wins || b.pf - a.pf)\n .forEach((t, i) => (t.standingsRank = i + 1));\n\n /* ------------------------------------------------------- the shame index */\n for (const d of weekDigests) {\n const entries: ShameEntry[] = [];\n const weekScores = teams\n .map((t) => t.weeks.find((w) => w.week === d.week))\n .filter(Boolean) as TeamWeek[];\n const median = weekScores.length\n ? [...weekScores].sort((a, b) => a.points - b.points)[Math.floor(weekScores.length / 2)].points\n : 0;\n\n for (const t of teams) {\n const tw = t.weeks.find((w) => w.week === d.week);\n if (!tw) continue;\n let score = 0;\n const charges: string[] = [];\n\n if (tw.result === \"L\") {\n score += 10;\n charges.push(`Lost to ${byRoster.get(tw.oppRosterId ?? -1)?.teamName ?? \"someone\"} ${tw.points} to ${tw.oppPoints}.`);\n }\n if (d.low && d.low.rosterId === t.rosterId) {\n score += 35;\n charges.push(`LOWEST SCORE IN THE ENTIRE LEAGUE this week: ${tw.points} points.`);\n }\n if (tw.rankThisWeek >= teams.length - 2 && tw.rankThisWeek !== teams.length) {\n score += 10;\n charges.push(`Finished ${tw.rankThisWeek}th out of ${teams.length} in scoring.`);\n }\n if (tw.result === \"L\" && Math.abs(tw.margin) <= 3) {\n score += 12;\n charges.push(`Choked away a game by ${Math.abs(tw.margin)} points. Three points. One decision.`);\n }\n if (tw.result === \"L\" && tw.oppPoints < median) {\n score += 15;\n charges.push(`Lost to a team that scored ${tw.oppPoints}, which was BELOW the league median of ${round2(median)}. You lost to a bad week.`);\n }\n if (tw.benchLeft >= 15) {\n score += Math.min(30, tw.benchLeft * 0.9);\n const top = tw.bench.slice(0, 3).filter((b) => b.points > 0);\n charges.push(\n `Left ${tw.benchLeft} points on the bench. Optimal lineup was ${tw.optimalPoints}, he started ${tw.points}.` +\n (top.length ? ` Riding the pine: ${top.map((b) => `${b.name} (${b.points})`).join(\", \")}.` : \"\"),\n );\n }\n if (tw.result === \"L\" && tw.benchLeft > Math.abs(tw.margin)) {\n score += 20;\n charges.push(`He lost by ${Math.abs(tw.margin)} while leaving ${tw.benchLeft} on the bench. He beat himself. Nobody did this to him.`);\n }\n const donuts = tw.zeroes.filter((z) => z.pos !== \"DEF\");\n if (donuts.length) {\n score += Math.min(24, donuts.length * 12);\n charges.push(`Started ${donuts.length} player(s) who scored ZERO: ${donuts.map((z) => `${z.name} (${z.pos})`).join(\", \")}. Bye week, inactive, or he just doesn't check.`);\n }\n // FAAB malpractice. Only bids made THIS week — otherwise one bad Week 2\n // buy keeps re-convicting him every week for the rest of the season and\n // quietly inflates his score. Season-long stupidity is covered separately\n // by worstFaabMove.\n const dumbBids = t.faabMoves.filter(\n (f) => f.week === d.week && f.bid >= faabBudget * 0.25 && f.pointsSince < 12,\n );\n for (const f of dumbBids.slice(0, 2)) {\n score += 12;\n charges.push(\n `Spent $${f.bid} of his $${faabBudget} FAAB on ${f.playerName} this week. ` +\n `${f.playerName} has produced ${f.pointsSince} points for him since.`,\n );\n }\n\n // Budget AS OF THIS WEEK, not today's. Using the live roster figure would\n // convict him in Week 3 for money he didn't spend until Week 9.\n const spentThroughWeek = t.faabMoves\n .filter((f) => f.week <= d.week)\n .reduce((s, f) => s + f.bid, 0);\n if (faabBudget - spentThroughWeek <= 0 && d.week <= 8) {\n score += 6;\n charges.push(`Completely out of FAAB money by Week ${d.week}. 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