/// import { type Cell, cell, Default, handler, lift, recipe, str, } from "commontools"; interface VariantConfig { name?: string; weight?: number; } interface ExperimentAssignmentArgs { variants: Default; assignments: Default, {}>; } interface AssignmentEvent { userId?: string; } interface NormalizedVariant { name: string; weight: number; index: number; } type AssignmentMap = Record; interface AllocationEntry { name: string; weight: number; targetShare: number; actualShare: number; assigned: number; difference: number; } interface BalanceSummary { maxDifference: number; balanced: boolean; } const defaultVariants: VariantConfig[] = [ { name: "control", weight: 1 }, { name: "experiment", weight: 1 }, ]; const roundShare = (value: number): number => Math.round(value * 1000) / 1000; const sanitizeUserId = (value: unknown): string | null => { if (typeof value !== "string") return null; const trimmed = value.trim(); return trimmed.length > 0 ? trimmed : null; }; const sanitizeVariantName = (value: unknown, fallback: string): string => { if (typeof value === "string") { const trimmed = value.trim(); if (trimmed.length > 0) return trimmed; } return fallback; }; const ensureUnique = (name: string, used: Set): string => { if (!used.has(name)) return name; let suffix = 2; while (used.has(`${name}-${suffix}`)) { suffix += 1; } return `${name}-${suffix}`; }; const normalizedDefaults = (): NormalizedVariant[] => { const used = new Set(); return defaultVariants.map((entry, index) => { const name = ensureUnique( sanitizeVariantName(entry?.name, `variant-${index + 1}`), used, ); used.add(name); const weight = typeof entry?.weight === "number" && entry.weight > 0 ? Math.round(entry.weight) : 1; return { name, weight, index }; }); }; const toNormalizedVariants = (value: unknown): NormalizedVariant[] => { if (!Array.isArray(value)) { return normalizedDefaults(); } const used = new Set(); const variants: NormalizedVariant[] = []; for (let index = 0; index < value.length; index++) { const entry = value[index] as VariantConfig | undefined; const fallback = `variant-${index + 1}`; const name = ensureUnique( sanitizeVariantName(entry?.name, fallback), used, ); used.add(name); const weightInput = entry?.weight; const weight = typeof weightInput === "number" && weightInput > 0 ? Math.round(weightInput) : 1; variants.push({ name, weight, index }); } return variants.length > 0 ? variants : normalizedDefaults(); }; const sanitizeAssignments = ( value: unknown, variants: readonly NormalizedVariant[], ): AssignmentMap => { const result: AssignmentMap = {}; if (!value || typeof value !== "object") return result; const variantNames = new Set(variants.map((entry) => entry.name)); for (const key of Object.keys(value)) { const userId = sanitizeUserId(key); if (!userId) continue; const assigned = (value as Record)[key]; if (typeof assigned !== "string") continue; const variantName = assigned.trim(); if (!variantNames.has(variantName) || result[userId]) continue; result[userId] = variantName; } return result; }; const countAssignments = ( variants: readonly NormalizedVariant[], assignments: AssignmentMap, ): Record => { const counts: Record = {}; for (const variant of variants) { counts[variant.name] = 0; } for (const variantName of Object.values(assignments)) { if (counts[variantName] !== undefined) { counts[variantName] += 1; } } return counts; }; const computeAllocation = ( variants: readonly NormalizedVariant[], counts: Record, ): AllocationEntry[] => { const totalWeight = variants.reduce((sum, entry) => sum + entry.weight, 0); const totalAssignments = Object.values(counts).reduce( (sum, value) => sum + value, 0, ); return variants.map((variant) => { const assigned = counts[variant.name] ?? 0; const targetShare = totalWeight === 0 ? 0 : variant.weight / totalWeight; const actualShare = totalAssignments === 0 ? 0 : assigned / totalAssignments; const difference = totalAssignments === 0 ? 0 : actualShare - targetShare; return { name: variant.name, weight: variant.weight, targetShare: roundShare(targetShare), actualShare: roundShare(actualShare), assigned, difference: roundShare(difference), }; }); }; const computeBalance = ( entries: readonly AllocationEntry[], ): BalanceSummary => { let maxDifference = 0; for (const entry of entries) { const delta = Math.abs(entry.difference); if (delta > maxDifference) maxDifference = delta; } return { maxDifference: roundShare(maxDifference), balanced: maxDifference <= 0.25, }; }; const buildSummaryText = ( entries: readonly AllocationEntry[], total: number, ): string => { const parts = entries.map((entry) => `${entry.name}:${entry.assigned}`); return `Assignments ${total} [${parts.join(", ")}]`; }; const assignParticipant = handler( ( event: AssignmentEvent | undefined, context: { variants: Cell; assignments: Cell; history: Cell; }, ) => { const userId = sanitizeUserId(event?.userId); if (!userId) return; const variants = toNormalizedVariants(context.variants.get()); if (variants.length === 0) return; const currentAssignments = sanitizeAssignments( context.assignments.get(), variants, ); if (currentAssignments[userId]) return; const counts = countAssignments(variants, currentAssignments); let selection = variants[0]; let bestScore = Infinity; for (const variant of variants) { const count = counts[variant.name] ?? 0; const score = (count + 1) / variant.weight; if ( score < bestScore || (score === bestScore && variant.index < selection.index) ) { selection = variant; bestScore = score; } } currentAssignments[userId] = selection.name; context.assignments.set({ ...currentAssignments }); const previousHistory = context.history.get(); const history = Array.isArray(previousHistory) ? previousHistory : []; context.history.set([...history, `${userId}:${selection.name}`]); }, ); export const experimentAssignmentPattern = recipe( "Experiment Assignment Pattern", ({ variants, assignments }) => { const assignmentHistory = cell([]); const normalizedVariants = lift(toNormalizedVariants)(variants); const assignmentMap = lift( (input: { assignments: AssignmentMap | undefined; variants: NormalizedVariant[]; }) => sanitizeAssignments(input.assignments, input.variants), )({ assignments, variants: normalizedVariants }); const counts = lift( (input: { variants: NormalizedVariant[]; assignments: AssignmentMap; }) => countAssignments(input.variants, input.assignments), )({ variants: normalizedVariants, assignments: assignmentMap }); const totalAssignments = lift((record: Record) => Object.values(record).reduce((sum, value) => sum + value, 0) )(counts); const allocation = lift( (input: { variants: NormalizedVariant[]; counts: Record; }) => computeAllocation(input.variants, input.counts), )({ variants: normalizedVariants, counts }); const balance = lift(computeBalance)(allocation); const variantManifest = lift( (entries: NormalizedVariant[]) => entries.map((entry) => ({ name: entry.name, weight: entry.weight })), )(normalizedVariants); const assignmentHistoryView = lift((entries: string[] | undefined) => Array.isArray(entries) ? entries : [] )(assignmentHistory); const summaryText = lift( (input: { entries: AllocationEntry[]; total: number }) => buildSummaryText(input.entries, input.total), )({ entries: allocation, total: totalAssignments }); const label = str`${summaryText}`; return { variants: variantManifest, assignmentMap, counts, allocation, balance, totalAssignments, assignmentHistory: assignmentHistoryView, label, assignParticipant: assignParticipant({ variants, assignments, history: assignmentHistory, }), }; }, );