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"@anthropic-ai/sdk": "^0.32.1", "@fastify/cookie": "^9.4.0", "@fastify/cors": "^9.0.1", "fastify": "^4.28.1", diff --git a/backend/src/db.js b/backend/src/db.js index eb304d3..445431d 100644 --- a/backend/src/db.js +++ b/backend/src/db.js @@ -26,14 +26,17 @@ export async function initDb() { CREATE INDEX IF NOT EXISTS wage_actuals_date_idx ON wage_actuals(date); CREATE TABLE IF NOT EXISTS wage_scheduled ( - id SERIAL PRIMARY KEY, - date DATE NOT NULL, - department_id TEXT NOT NULL, - department_name TEXT NOT NULL, - base_cost DECIMAL(10,2) NOT NULL DEFAULT 0, - total_cost DECIMAL(10,2) NOT NULL DEFAULT 0, - shift_count INTEGER NOT NULL DEFAULT 0, - cached_at TIMESTAMPTZ NOT NULL DEFAULT NOW(), + id SERIAL PRIMARY KEY, + date DATE NOT NULL, + department_id TEXT NOT NULL, + department_name TEXT NOT NULL, + published_base_cost DECIMAL(10,2) NOT NULL DEFAULT 0, + published_total_cost DECIMAL(10,2) NOT NULL DEFAULT 0, + published_shift_count INTEGER NOT NULL DEFAULT 0, + unpublished_base_cost DECIMAL(10,2) NOT NULL DEFAULT 0, + unpublished_total_cost DECIMAL(10,2) NOT NULL DEFAULT 0, + unpublished_shift_count INTEGER NOT NULL DEFAULT 0, + cached_at TIMESTAMPTZ NOT NULL DEFAULT NOW(), UNIQUE(date, department_id) ); CREATE INDEX IF NOT EXISTS wage_scheduled_date_idx ON wage_scheduled(date); @@ -57,16 +60,58 @@ export async function initDb() { value TEXT NOT NULL DEFAULT '', updated_at TIMESTAMPTZ NOT NULL DEFAULT NOW() ); + + CREATE TABLE IF NOT EXISTS ai_insights ( + id SERIAL PRIMARY KEY, + generated_at TIMESTAMPTZ NOT NULL DEFAULT NOW(), + insight_type TEXT NOT NULL DEFAULT 'daily_summary', + content TEXT NOT NULL, + model TEXT, + input_tokens INTEGER, + output_tokens INTEGER, + data_snapshot JSONB, + triggered_by TEXT NOT NULL DEFAULT 'scheduler' + ); + CREATE INDEX IF NOT EXISTS ai_insights_generated_idx ON ai_insights(generated_at DESC); `) + // One-time migration for pre-existing wage_scheduled tables: split the old combined + // base_cost/total_cost/shift_count into published/unpublished columns. wage_scheduled + // is a rolling 14-day cache repopulated by runRollingSync() within an hour of startup, + // so truncating it is safe — no fuzzy backfill of the old combined costs needed. + const oldCol = await pool.query(` + SELECT 1 FROM information_schema.columns + WHERE table_name = 'wage_scheduled' AND column_name = 'base_cost' + `) + if (oldCol.rows.length > 0) { + await pool.query(`TRUNCATE wage_scheduled`) + await pool.query(` + ALTER TABLE wage_scheduled + ADD COLUMN IF NOT EXISTS published_base_cost DECIMAL(10,2) NOT NULL DEFAULT 0, + ADD COLUMN IF NOT EXISTS published_total_cost DECIMAL(10,2) NOT NULL DEFAULT 0, + ADD COLUMN IF NOT EXISTS published_shift_count INTEGER NOT NULL DEFAULT 0, + ADD COLUMN IF NOT EXISTS unpublished_base_cost DECIMAL(10,2) NOT NULL DEFAULT 0, + ADD COLUMN IF NOT EXISTS unpublished_total_cost DECIMAL(10,2) NOT NULL DEFAULT 0, + ADD COLUMN IF NOT EXISTS unpublished_shift_count INTEGER NOT NULL DEFAULT 0, + DROP COLUMN base_cost, + DROP COLUMN total_cost, + DROP COLUMN shift_count + `) + } + await pool.query(` INSERT INTO wages_config (key, value) VALUES ('forecasting_url', ''), ('forecasting_api_key', ''), ('show_oncosts', 'true'), ('departments', ''), + ('forecast_method', 'repeat'), ('sync_last_at', ''), - ('backfill_last_at', '') + ('backfill_last_at', ''), + ('ai_insights_enabled', 'false'), + ('ai_insights_model', 'claude-haiku-4-5-20251001'), + ('ai_insights_schedule_time', '07:15'), + ('ai_insights_daily_token_budget', '5000') ON CONFLICT (key) DO NOTHING `) } diff --git a/backend/src/index.js b/backend/src/index.js index e947a39..f82cce5 100644 --- a/backend/src/index.js +++ b/backend/src/index.js @@ -9,6 +9,7 @@ import { budgetsRoutes } from './routes/budgets.js' import { exportRoutes } from './routes/export.js' import { syncRoutes } from './routes/sync.js' import { settingsRoutes } from './routes/settings.js' +import { aiInsightsRoutes } from './routes/ai-insights.js' import { startScheduler } from './lib/scheduler.js' const app = Fastify({ logger: true, trustProxy: true }) @@ -29,6 +30,7 @@ await app.register(budgetsRoutes) await app.register(exportRoutes) await app.register(syncRoutes) await app.register(settingsRoutes) +await app.register(aiInsightsRoutes) try { await initDb() diff --git a/backend/src/jobs/ai-insights.js b/backend/src/jobs/ai-insights.js new file mode 100644 index 0000000..a5a5207 --- /dev/null +++ b/backend/src/jobs/ai-insights.js @@ -0,0 +1,485 @@ +import Anthropic from '@anthropic-ai/sdk' +import { pool, getConfig } from '../db.js' +import { getAnthropicApiKey } from '../lib/central-settings.js' +import { fcFetch } from '../lib/forecasting-client.js' +import { forecastDayCost } from '../lib/forecast.js' + +export const DEFAULT_MODEL = 'claude-haiku-4-5-20251001' +export const DEFAULT_DAILY_TOKEN_BUDGET = 5000 +const MAX_OUTPUT_TOKENS = 600 +export const MANUAL_RATE_LIMIT_MINUTES = 5 + +function toISODate(d) { + return `${d.getFullYear()}-${String(d.getMonth() + 1).padStart(2, '0')}-${String(d.getDate()).padStart(2, '0')}` +} + +function fmtDateUK(isoDate) { + const [y, m, d] = String(isoDate).split('-') + return `${d}/${m}/${y}` +} + +function fmtMoney(n) { + return n == null ? '-' : `£${Number(n).toLocaleString('en-GB', { maximumFractionDigits: 0 })}` +} + +function fmtPct(n) { + return n == null ? '-' : `${(n * 100).toFixed(0)}%` +} + +async function getCostCol() { + const showOncosts = (await getConfig('show_oncosts')) !== 'false' + return showOncosts ? 'total_cost' : 'base_cost' +} + +export async function getAiInsightsConfig() { + const [enabled, model, scheduleTime, dailyTokenBudget] = await Promise.all([ + getConfig('ai_insights_enabled'), + getConfig('ai_insights_model'), + getConfig('ai_insights_schedule_time'), + getConfig('ai_insights_daily_token_budget'), + ]) + return { + enabled: enabled === 'true', + model: model || DEFAULT_MODEL, + scheduleTime: scheduleTime || '07:15', + dailyTokenBudget: parseInt(dailyTokenBudget, 10) || DEFAULT_DAILY_TOKEN_BUDGET, + } +} + +export async function checkDailyBudget(budgetTokens) { + const res = await pool.query( + `SELECT COALESCE(SUM(input_tokens + output_tokens), 0) AS total + FROM ai_insights WHERE generated_at >= CURRENT_DATE` + ) + const usedToday = parseInt(res.rows[0].total, 10) + return { withinBudget: usedToday < budgetTokens, usedToday } +} + +// Month-to-date total wages cost (company-wide) vs the total month budget. +// No per-department budget split — that split is a rough estimate and skews comparisons. +export async function gatherMonthProgressData() { + const costCol = await getCostCol() + const today = new Date() + const monthStart = `${today.getFullYear()}-${String(today.getMonth() + 1).padStart(2, '0')}-01` + const yesterdayStr = toISODate(new Date(today.getTime() - 86_400_000)) + const daysInMonth = new Date(today.getFullYear(), today.getMonth() + 1, 0).getDate() + const daysElapsed = Math.max(0, today.getDate() - 1) + + const [actualRes, budgetRes] = await Promise.all([ + pool.query( + `SELECT COALESCE(SUM(${costCol}), 0) AS mtd_cost + FROM wage_actuals WHERE date >= $1 AND date <= $2`, + [monthStart, yesterdayStr] + ), + pool.query(`SELECT budget_amount FROM wage_budgets WHERE month = $1`, [monthStart]), + ]) + + const mtdCost = parseFloat(actualRes.rows[0].mtd_cost) + const budgetAmount = budgetRes.rows[0] ? parseFloat(budgetRes.rows[0].budget_amount) : null + + return { + monthStart, + monthLabel: monthStart.slice(0, 7), + yesterdayStr, + daysElapsed, + daysInMonth, + pctMonthElapsed: daysElapsed / daysInMonth, + mtdCost, + budgetAmount, + pctBudgetUsed: budgetAmount ? mtdCost / budgetAmount : null, + } +} + +// Full previous month and full same-month-last-year totals (complete datasets, not +// sliced to a matching to-date range) — the model draws its own pace comparison. +export async function gatherPriorPeriodData() { + const costCol = await getCostCol() + const today = new Date() + + const prevMonthStart = toISODate(new Date(today.getFullYear(), today.getMonth() - 1, 1)) + const prevMonthEnd = toISODate(new Date(today.getFullYear(), today.getMonth(), 0)) + const lastYearStart = toISODate(new Date(today.getFullYear() - 1, today.getMonth(), 1)) + const lastYearEnd = toISODate(new Date(today.getFullYear() - 1, today.getMonth() + 1, 0)) + + const shapeDepts = rows => rows.map(r => ({ + department_id: r.department_id, + department_name: r.department_name, + cost: parseFloat(r.cost), + })) + + const deptQuery = (from, to) => pool.query( + `SELECT department_id, department_name, SUM(${costCol}) AS cost + FROM wage_actuals WHERE date >= $1 AND date <= $2 + GROUP BY department_id, department_name ORDER BY SUM(${costCol}) DESC`, + [from, to] + ) + + const [prevMonthRes, lastYearRes] = await Promise.all([ + deptQuery(prevMonthStart, prevMonthEnd), + deptQuery(lastYearStart, lastYearEnd), + ]) + + const prevMonthDepts = shapeDepts(prevMonthRes.rows) + const lastYearDepts = shapeDepts(lastYearRes.rows) + + return { + prevMonthLabel: prevMonthStart.slice(0, 7), + prevMonthTotal: prevMonthDepts.reduce((s, d) => s + d.cost, 0), + prevMonthDepts, + lastYearLabel: lastYearStart.slice(0, 7), + lastYearTotal: lastYearDepts.reduce((s, d) => s + d.cost, 0), + lastYearDepts, + } +} + +// Department-level variance between scheduled (rota) and actual cost, over the trailing +// window. Rota rows for past dates aren't deleted once synced, so this covers real history. +export async function gatherRotaVsActualData(days = 28) { + const showOncosts = (await getConfig('show_oncosts')) !== 'false' + const actualCostCol = showOncosts ? 'total_cost' : 'base_cost' + const schedCostExpr = showOncosts + ? '(published_total_cost + unpublished_total_cost)' + : '(published_base_cost + unpublished_base_cost)' + + const today = new Date() + const fromStr = toISODate(new Date(today.getTime() - days * 86_400_000)) + const toStr = toISODate(new Date(today.getTime() - 86_400_000)) + + const [actualRes, schedRes] = await Promise.all([ + pool.query( + `SELECT date, department_id, department_name, ${actualCostCol} AS cost + FROM wage_actuals WHERE date >= $1 AND date <= $2`, + [fromStr, toStr] + ), + pool.query( + `SELECT date, department_id, ${schedCostExpr} AS cost + FROM wage_scheduled WHERE date >= $1 AND date <= $2`, + [fromStr, toStr] + ), + ]) + + const schedMap = {} + for (const r of schedRes.rows) { + schedMap[`${r.date.toISOString().slice(0, 10)}:${r.department_id}`] = parseFloat(r.cost) + } + + const byDept = {} + for (const r of actualRes.rows) { + const dateStr = r.date.toISOString().slice(0, 10) + const dep = r.department_id + byDept[dep] ??= { department_id: dep, department_name: r.department_name, actualTotal: 0, schedTotal: 0, daysWithRota: 0 } + const actualCost = parseFloat(r.cost) + const schedCost = schedMap[`${dateStr}:${dep}`] + byDept[dep].actualTotal += actualCost + if (schedCost != null) { + byDept[dep].schedTotal += schedCost + byDept[dep].daysWithRota++ + } + } + + const depts = Object.values(byDept) + .map(d => ({ + ...d, + variance: d.actualTotal - d.schedTotal, + variancePct: d.schedTotal > 0 ? (d.actualTotal - d.schedTotal) / d.schedTotal : null, + })) + .sort((a, b) => Math.abs(b.variance) - Math.abs(a.variance)) + + return { fromStr, toStr, depts } +} + +// Forward-looking projection — reuses the app's existing tiered forecastDayCost() logic +// and the forecast_method setting already used by the Monthly/Weekly pages, so this never +// disagrees with what those pages show. Not related to forecasting app's revenue model. +export async function gatherForecastData(monthProgress) { + const showOncosts = (await getConfig('show_oncosts')) !== 'false' + const forecastMethodRaw = await getConfig('forecast_method') + const forecastMethod = forecastMethodRaw === 'rota' ? 'rota' : 'repeat' + + const today = new Date() + const todayStr = toISODate(today) + const monthEndDate = new Date(today.getFullYear(), today.getMonth() + 1, 0) + const monthEndStr = toISODate(monthEndDate) + const actualsFrom = toISODate(new Date(today.getTime() - 42 * 86_400_000)) + + const [actualRes, schedRes] = await Promise.all([ + pool.query( + `SELECT date, department_id, department_name, ${showOncosts ? 'total_cost' : 'base_cost'} AS cost + FROM wage_actuals WHERE date >= $1 AND date < $2`, + [actualsFrom, todayStr] + ), + pool.query( + `SELECT date, department_id, department_name, + published_base_cost, published_total_cost, published_shift_count, + unpublished_base_cost, unpublished_total_cost, unpublished_shift_count + FROM wage_scheduled WHERE date >= $1 AND date <= $2`, + [todayStr, monthEndStr] + ), + ]) + + const deptNames = {} + const actualByDept = {} + for (const r of actualRes.rows) { + const dep = r.department_id + deptNames[dep] = r.department_name + actualByDept[dep] ??= {} + actualByDept[dep][r.date.toISOString().slice(0, 10)] = { cost: parseFloat(r.cost) } + } + + const schedByDept = {} + for (const r of schedRes.rows) { + const dep = r.department_id + deptNames[dep] = r.department_name + schedByDept[dep] ??= {} + schedByDept[dep][r.date.toISOString().slice(0, 10)] = { + published_cost: parseFloat(showOncosts ? r.published_total_cost : r.published_base_cost), + unpublished_cost: parseFloat(showOncosts ? r.unpublished_total_cost : r.unpublished_base_cost), + published_shift_count: r.published_shift_count, + unpublished_shift_count: r.unpublished_shift_count, + } + } + + const remainingDays = [] + for (let d = new Date(today); d <= monthEndDate; d.setDate(d.getDate() + 1)) { + remainingDays.push(toISODate(d)) + } + + let remainingTotal = 0 + const byDept = [] + for (const dep of Object.keys(deptNames)) { + const schedDep = forecastMethod === 'rota' ? schedByDept[dep] : undefined + let depRemaining = 0 + for (const dateStr of remainingDays) { + depRemaining += forecastDayCost(dateStr, actualByDept[dep], schedDep, false).cost + } + remainingTotal += depRemaining + byDept.push({ department_id: dep, department_name: deptNames[dep], remaining: depRemaining }) + } + + const projectedTotal = (monthProgress?.mtdCost ?? 0) + remainingTotal + return { + forecastMethod, + remainingDaysCount: remainingDays.length, + remainingTotal, + projectedTotal, + byDept: byDept.sort((a, b) => b.remaining - a.remaining), + } +} + +// Individual shifts/wages worth a look — top-cost employees over the trailing week. +export async function gatherEmployeeAnomalies(days = 7) { + const costCol = await getCostCol() + const today = new Date() + const fromStr = toISODate(new Date(today.getTime() - days * 86_400_000)) + const toStr = toISODate(new Date(today.getTime() - 86_400_000)) + + const res = await pool.query( + `SELECT employee_id, employee_name, department_id, + SUM(${costCol}) AS cost, SUM(shift_count)::int AS shift_count + FROM wage_actuals_detail + WHERE date >= $1 AND date <= $2 + GROUP BY employee_id, employee_name, department_id + ORDER BY SUM(${costCol}) DESC + LIMIT 15`, + [fromStr, toStr] + ) + + return { + fromStr, + toStr, + employees: res.rows.map(r => ({ + employee_id: r.employee_id, + employee_name: r.employee_name, + department_id: r.department_id, + cost: parseFloat(r.cost), + shift_count: r.shift_count, + })), + } +} + +// Wage cost as a % of net sales, month-to-date — reuses the same cross-app call net-sales.js +// already makes to the forecasting app's public revenue API. +export async function gatherRevenueCorrelation(monthProgress) { + try { + const days = Math.max(1, monthProgress.daysElapsed) + const data = await fcFetch(`/forecast/revenue?start_date=${monthProgress.monthStart}&days=${days}&type=all&dow_align=true`) + const rows = data?.data ?? [] + const totalRevenue = rows.reduce((s, d) => s + parseFloat(d.total?.forecast ?? d.total?.otb ?? 0), 0) + return { + totalRevenue, + wagePct: totalRevenue > 0 ? (monthProgress.mtdCost / totalRevenue) * 100 : null, + daysCovered: rows.length, + } + } catch (e) { + return { error: e.message } + } +} + +export function buildPrompt(monthProgress, priorPeriod, rotaVsActual, forecast, anomalies, revenueCorrelation) { + const systemMsg = + "You are an AI assistant for a wage cost controller in a UK hospitality business. Analyze the data below and " + + "provide a concise daily briefing (3-5 bullet points). Focus on: how this month's wage cost is tracking " + + "against budget, the month-end forecast, notable variance between rota and actual cost by department and " + + "what might be causing it, individual pay anomalies worth a look, and wage cost as a percentage of revenue. " + + "Use UK date format (DD/MM/YYYY) and GBP (£) for all monetary values. Be specific with department/employee " + + "names and numbers. Keep it actionable — no fluff or generic advice." + + const lines = [] + + lines.push(`## Month to Date (${monthProgress.monthLabel})`) + lines.push( + `Day ${monthProgress.daysElapsed} of ${monthProgress.daysInMonth} (${fmtPct(monthProgress.pctMonthElapsed)} of month elapsed)` + ) + lines.push( + `MTD cost: ${fmtMoney(monthProgress.mtdCost)} | Month budget: ${fmtMoney(monthProgress.budgetAmount)}` + + (monthProgress.pctBudgetUsed != null ? ` (${fmtPct(monthProgress.pctBudgetUsed)} used)` : '') + ) + lines.push('') + + lines.push('## Prior Period Comparison (full-month totals, for context — not a budget split)') + lines.push(`Previous month (${priorPeriod.prevMonthLabel}) total: ${fmtMoney(priorPeriod.prevMonthTotal)}`) + for (const d of priorPeriod.prevMonthDepts) lines.push(` ${d.department_name}: ${fmtMoney(d.cost)}`) + lines.push(`Same month last year (${priorPeriod.lastYearLabel}) total: ${fmtMoney(priorPeriod.lastYearTotal)}`) + for (const d of priorPeriod.lastYearDepts) lines.push(` ${d.department_name}: ${fmtMoney(d.cost)}`) + lines.push('') + + lines.push(`## Rota vs Actual Variance (${fmtDateUK(rotaVsActual.fromStr)} - ${fmtDateUK(rotaVsActual.toStr)})`) + lines.push('Department | Actual | Rota | Variance | Variance %') + for (const d of rotaVsActual.depts) { + lines.push( + `${d.department_name} | ${fmtMoney(d.actualTotal)} | ${fmtMoney(d.schedTotal)} | ` + + `${fmtMoney(d.variance)} | ${fmtPct(d.variancePct)}` + ) + } + lines.push('') + + lines.push(`## Forecast (method: ${forecast.forecastMethod}, ${forecast.remainingDaysCount} days remaining)`) + lines.push( + `Projected month-end total: ${fmtMoney(forecast.projectedTotal)} vs budget ${fmtMoney(monthProgress.budgetAmount)}` + + (monthProgress.budgetAmount != null + ? ` (${forecast.projectedTotal > monthProgress.budgetAmount ? 'over' : 'under'} by ${fmtMoney(Math.abs(forecast.projectedTotal - monthProgress.budgetAmount))})` + : '') + ) + for (const d of forecast.byDept) lines.push(` ${d.department_name} remaining: ${fmtMoney(d.remaining)}`) + lines.push('') + + lines.push(`## Notable Individual Shifts/Wages (${fmtDateUK(anomalies.fromStr)} - ${fmtDateUK(anomalies.toStr)})`) + lines.push('Employee | Department | Cost | Shifts') + for (const e of anomalies.employees) { + lines.push(`${e.employee_name} | ${e.department_id} | ${fmtMoney(e.cost)} | ${e.shift_count}`) + } + lines.push('') + + lines.push('## Wage Cost vs Revenue (month to date)') + if (revenueCorrelation.error) { + lines.push(`Unavailable: ${revenueCorrelation.error}`) + } else { + lines.push( + `Revenue: ${fmtMoney(revenueCorrelation.totalRevenue)} | Wage cost: ${fmtMoney(monthProgress.mtdCost)} | ` + + `Wage %: ${revenueCorrelation.wagePct != null ? revenueCorrelation.wagePct.toFixed(1) + '%' : '-'}` + ) + } + + return { systemMsg, userMsg: lines.join('\n') } +} + +export async function callLlm(apiKey, systemMsg, userMsg, model) { + const client = new Anthropic({ apiKey }) + const response = await client.messages.create({ + model, + max_tokens: MAX_OUTPUT_TOKENS, + temperature: 0.2, + system: systemMsg, + messages: [{ role: 'user', content: userMsg }], + }) + const content = response.content?.[0]?.text ?? '' + return { + content, + input_tokens: response.usage.input_tokens, + output_tokens: response.usage.output_tokens, + model, + } +} + +export async function saveInsight({ content, model, input_tokens, output_tokens, data_snapshot, triggered_by }) { + await pool.query( + `INSERT INTO ai_insights (content, model, input_tokens, output_tokens, data_snapshot, triggered_by) + VALUES ($1, $2, $3, $4, $5::jsonb, $6)`, + [content, model, input_tokens, output_tokens, JSON.stringify(data_snapshot), triggered_by] + ) +} + +export async function cleanupOldInsights(keepDays = 90) { + await pool.query(`DELETE FROM ai_insights WHERE generated_at < NOW() - ($1 || ' days')::interval`, [keepDays]) +} + +export async function generateInsight(triggeredBy = 'scheduler') { + const config = await getAiInsightsConfig() + if (!config.enabled) return { success: false, error: 'AI insights disabled' } + + let apiKey + try { + apiKey = await getAnthropicApiKey() + } catch (e) { + return { success: false, error: e.message } + } + + const { withinBudget, usedToday } = await checkDailyBudget(config.dailyTokenBudget) + if (!withinBudget) { + return { success: false, error: `Daily token budget exceeded (${usedToday}/${config.dailyTokenBudget} tokens used today)` } + } + + const monthProgress = await gatherMonthProgressData() + const [priorPeriod, rotaVsActual, forecast, anomalies, revenueCorrelation] = await Promise.all([ + gatherPriorPeriodData(), + gatherRotaVsActualData(), + gatherForecastData(monthProgress), + gatherEmployeeAnomalies(), + gatherRevenueCorrelation(monthProgress), + ]) + + const { systemMsg, userMsg } = buildPrompt(monthProgress, priorPeriod, rotaVsActual, forecast, anomalies, revenueCorrelation) + + let result + try { + result = await callLlm(apiKey, systemMsg, userMsg, config.model) + } catch (e) { + return { success: false, error: `LLM call failed: ${e.message}` } + } + + await saveInsight({ + content: result.content, + model: result.model, + input_tokens: result.input_tokens, + output_tokens: result.output_tokens, + data_snapshot: { monthProgress, priorPeriod, rotaVsActual, forecast, anomalies, revenueCorrelation }, + triggered_by: triggeredBy, + }) + + try { + await cleanupOldInsights(90) + } catch (e) { + console.warn('[ai-insights] cleanup failed:', e.message) + } + + return { + success: true, + content: result.content, + input_tokens: result.input_tokens, + output_tokens: result.output_tokens, + model: result.model, + } +} + +export async function runAiInsightsGeneration() { + try { + const result = await generateInsight('scheduler') + if (result.success) { + console.log('[ai-insights] scheduled generation completed') + } else { + console.log('[ai-insights] scheduled generation skipped:', result.error) + } + } catch (e) { + console.error('[ai-insights] scheduled generation failed:', e.message) + } +} diff --git a/backend/src/lib/central-settings.js b/backend/src/lib/central-settings.js new file mode 100644 index 0000000..d063bba --- /dev/null +++ b/backend/src/lib/central-settings.js @@ -0,0 +1,17 @@ +const SETTINGS_URL = process.env.SETTINGS_URL || 'http://10.10.10.116:3080' +const SETTINGS_SECRET = process.env.SETTINGS_SECRET || '' + +let _cache = null + +export async function getAnthropicApiKey() { + if (_cache && Date.now() < _cache.expires_at) return _cache.api_key + const res = await fetch(`${SETTINGS_URL}/settings/api/internal/integration/anthropic`, { + headers: { Authorization: `Bearer ${SETTINGS_SECRET}` }, + signal: AbortSignal.timeout(5000), + }) + if (!res.ok) throw new Error('Anthropic integration not configured — add API key in Portal → Settings → Integrations') + const { api_key } = await res.json() + if (!api_key) throw new Error('Anthropic integration not configured — add API key in Portal → Settings → Integrations') + _cache = { api_key, expires_at: Date.now() + 5 * 60_000 } + return api_key +} diff --git a/backend/src/lib/forecast.js b/backend/src/lib/forecast.js new file mode 100644 index 0000000..4a2a13a --- /dev/null +++ b/backend/src/lib/forecast.js @@ -0,0 +1,29 @@ +// Backend port of wages/frontend/src/lib/forecast.ts's forecastDayCost — keep both in sync. +const MAX_HOPS = 6 // 6 * 7 = 42 days back, comfortably within the 35-day actuals sync window + +function addDaysStr(dateStr, n) { + const d = new Date(dateStr + 'T00:00:00') + d.setDate(d.getDate() + n) + return `${d.getFullYear()}-${String(d.getMonth() + 1).padStart(2, '0')}-${String(d.getDate()).padStart(2, '0')}` +} + +// Tiered forecast cost for a single department + date: actual (if present) → published +// rota → draft rota (if includeUnpublished) → same-weekday recurring fallback (7-day hops). +export function forecastDayCost(dateStr, actualDays, scheduledDays, includeUnpublished) { + let probe = dateStr + for (let hop = 0; hop <= MAX_HOPS; hop++) { + const actual = actualDays?.[probe] + if (actual != null) return { cost: actual.cost, tier: 'actual' } + + const sched = scheduledDays?.[probe] + const hasPublished = (sched?.published_shift_count ?? 0) > 0 + const hasUnpublished = (sched?.unpublished_shift_count ?? 0) > 0 + if (hasPublished || (includeUnpublished && hasUnpublished)) { + const cost = (sched?.published_cost ?? 0) + (includeUnpublished ? (sched?.unpublished_cost ?? 0) : 0) + return { cost, tier: hasPublished ? 'rota-published' : 'rota-draft' } + } + + probe = addDaysStr(probe, -7) + } + return { cost: 0, tier: 'none' } +} diff --git a/backend/src/lib/forecasting-client.js b/backend/src/lib/forecasting-client.js new file mode 100644 index 0000000..53e0d88 --- /dev/null +++ b/backend/src/lib/forecasting-client.js @@ -0,0 +1,13 @@ +import { getConfig } from '../db.js' + +export async function fcFetch(path) { + const apiKey = await getConfig('forecasting_api_key') + const baseUrl = (await getConfig('forecasting_url')) || 'http://10.10.10.113:3080' + if (!apiKey) throw new Error('Forecasting API key not configured — add it in Settings') + const res = await fetch(`${baseUrl}/forecasting/api/public${path}`, { + headers: { 'X-API-Key': apiKey }, + signal: AbortSignal.timeout(15000), + }) + if (!res.ok) throw new Error(`Forecasting API ${res.status} — ${path}`) + return res.json() +} diff --git a/backend/src/lib/scheduler.js b/backend/src/lib/scheduler.js index aa7ee50..1c0649a 100644 --- a/backend/src/lib/scheduler.js +++ b/backend/src/lib/scheduler.js @@ -1,7 +1,11 @@ import { runRollingSync } from './workforce.js' -import { setConfig } from '../db.js' +import { getConfig, setConfig } from '../db.js' +import { runAiInsightsGeneration } from '../jobs/ai-insights.js' const INTERVAL_MS = 60 * 60 * 1000 // 1 hour +const AI_INSIGHTS_CHECK_MS = 60 * 1000 // 1 minute — no cron library in this app, poll wall-clock instead + +let _lastAiInsightsRunDate = null async function doSync() { try { @@ -13,8 +17,21 @@ async function doSync() { } } +async function maybeRunAiInsights() { + const scheduleTime = (await getConfig('ai_insights_schedule_time')) || '07:15' + const [hour, minute] = scheduleTime.split(':').map(Number) + const now = new Date() + const todayKey = now.toISOString().slice(0, 10) + if (_lastAiInsightsRunDate === todayKey) return + if (now.getHours() === hour && now.getMinutes() === minute) { + _lastAiInsightsRunDate = todayKey + await runAiInsightsGeneration() + } +} + export function startScheduler() { // Run once at startup (allow app to be ready first) setTimeout(doSync, 5000) setInterval(doSync, INTERVAL_MS) + setInterval(maybeRunAiInsights, AI_INSIGHTS_CHECK_MS) } diff --git a/backend/src/lib/workforce.js b/backend/src/lib/workforce.js index be8fb2d..760104e 100644 --- a/backend/src/lib/workforce.js +++ b/backend/src/lib/workforce.js @@ -215,6 +215,9 @@ export async function syncScheduled(from, to) { let path = `/api/v2/schedules?from=${from}&to=${to}&show_costs=true&include_oncosts=true` if (locationId) path += `&location_id=${locationId}` + // No published_only param: this endpoint defaults to published_only=false, returning + // both published and draft schedules in one call. Each schedule's own last_published_at + // (null until it's been published to its employee) tells us which bucket it belongs to. const schedules = await wfFetchPaged(path) const allDepts = await wfFetchPaged('/api/v2/departments') @@ -230,30 +233,58 @@ export async function syncScheduled(from, to) { if (!byDateDept[key]) { byDateDept[key] = { date, - department_id: deptId, - department_name: deptNameMap[deptId] || deptId, - base_cost: 0, - total_cost: 0, - shift_count: 0, + department_id: deptId, + department_name: deptNameMap[deptId] || deptId, + published_base_cost: 0, + published_total_cost: 0, + published_shift_count: 0, + unpublished_base_cost: 0, + unpublished_total_cost: 0, + unpublished_shift_count: 0, } } - byDateDept[key].base_cost += parseFloat(s.cost ?? 0) - byDateDept[key].total_cost += parseFloat(s.cost_with_oncosts ?? s.cost ?? 0) - byDateDept[key].shift_count += 1 + const baseCost = parseFloat(s.cost ?? 0) + const totalCost = parseFloat(s.cost_with_oncosts ?? s.cost ?? 0) + const row = byDateDept[key] + if (s.last_published_at != null) { + row.published_base_cost += baseCost + row.published_total_cost += totalCost + row.published_shift_count += 1 + } else { + row.unpublished_base_cost += baseCost + row.unpublished_total_cost += totalCost + row.unpublished_shift_count += 1 + } } + // Mirror syncActuals: recompute the whole [from,to] range from the API on every call, + // so delete first — otherwise a shift that got published, edited, or removed since the + // last sync (very likely, since a rota is actively being built) leaves a stale row behind. + // The write itself is still an upsert (not a plain insert): the 14-day rota window overlaps + // between the scheduler's hourly auto-sync and a manager's manual "Sync Now" click, so two + // syncScheduled calls can race on the same date range — a plain insert after a shared delete + // would throw a duplicate-key error if both land between each other's delete and insert. + await pool.query(`DELETE FROM wage_scheduled WHERE date >= $1 AND date <= $2`, [from, to]) + for (const row of Object.values(byDateDept)) { await pool.query( - `INSERT INTO wage_scheduled (date, department_id, department_name, base_cost, total_cost, shift_count, cached_at) - VALUES ($1, $2, $3, $4, $5, $6, NOW()) + `INSERT INTO wage_scheduled + (date, department_id, department_name, + published_base_cost, published_total_cost, published_shift_count, + unpublished_base_cost, unpublished_total_cost, unpublished_shift_count, cached_at) + VALUES ($1, $2, $3, $4, $5, $6, $7, $8, $9, NOW()) ON CONFLICT (date, department_id) DO UPDATE SET - department_name = EXCLUDED.department_name, - base_cost = EXCLUDED.base_cost, - total_cost = EXCLUDED.total_cost, - shift_count = EXCLUDED.shift_count, - cached_at = NOW()`, + department_name = EXCLUDED.department_name, + published_base_cost = EXCLUDED.published_base_cost, + published_total_cost = EXCLUDED.published_total_cost, + published_shift_count = EXCLUDED.published_shift_count, + unpublished_base_cost = EXCLUDED.unpublished_base_cost, + unpublished_total_cost = EXCLUDED.unpublished_total_cost, + unpublished_shift_count = EXCLUDED.unpublished_shift_count, + cached_at = NOW()`, [row.date, row.department_id, row.department_name, - row.base_cost.toFixed(2), row.total_cost.toFixed(2), row.shift_count] + row.published_base_cost.toFixed(2), row.published_total_cost.toFixed(2), row.published_shift_count, + row.unpublished_base_cost.toFixed(2), row.unpublished_total_cost.toFixed(2), row.unpublished_shift_count] ) } diff --git a/backend/src/routes/actuals.js b/backend/src/routes/actuals.js index 51bbfe9..9d22270 100644 --- a/backend/src/routes/actuals.js +++ b/backend/src/routes/actuals.js @@ -8,9 +8,10 @@ export async function actualsRoutes(fastify) { const { from, to } = request.query if (!from || !to) return reply.status(400).send({ error: 'from and to required' }) - const [showOncostsRaw, pctsRaw, dbRes] = await Promise.all([ + const [showOncostsRaw, pctsRaw, forecastMethodRaw, dbRes] = await Promise.all([ getConfig('show_oncosts'), getConfig('dept_budget_pcts'), + getConfig('forecast_method'), pool.query( `SELECT date, department_id, department_name, base_cost, total_cost, shift_count @@ -46,7 +47,12 @@ export async function actualsRoutes(fastify) { try { for (const item of JSON.parse(pctsRaw)) dept_pcts[item.id] = item.pct } catch {} } - return { departments: Object.values(deptMap), show_oncosts: showOncosts, dept_pcts } + return { + departments: Object.values(deptMap), + show_oncosts: showOncosts, + dept_pcts, + forecast_method: forecastMethodRaw === 'rota' ? 'rota' : 'repeat', + } }) fastify.get('/api/actuals/dept-detail', { preHandler: requireCap('view') }, async (request, reply) => { diff --git a/backend/src/routes/ai-insights.js b/backend/src/routes/ai-insights.js new file mode 100644 index 0000000..3764b68 --- /dev/null +++ b/backend/src/routes/ai-insights.js @@ -0,0 +1,80 @@ +import { requireAuth, requireCap } from '../auth.js' +import { pool, getConfig } from '../db.js' +import { getAnthropicApiKey } from '../lib/central-settings.js' +import { generateInsight, MANUAL_RATE_LIMIT_MINUTES, DEFAULT_MODEL } from '../jobs/ai-insights.js' +import Anthropic from '@anthropic-ai/sdk' + +export async function aiInsightsRoutes(fastify) { + fastify.addHook('preHandler', requireAuth) + + fastify.get('/api/ai-insights/latest', { preHandler: requireCap('view') }, async () => { + const res = await pool.query( + `SELECT id, generated_at, content, model, input_tokens, output_tokens, triggered_by + FROM ai_insights ORDER BY generated_at DESC LIMIT 1` + ) + return res.rows[0] || null + }) + + fastify.get('/api/ai-insights/history', { preHandler: requireCap('view') }, async (request) => { + const limit = Math.min(parseInt(request.query.limit, 10) || 20, 100) + const offset = parseInt(request.query.offset, 10) || 0 + const [rowsRes, countRes] = await Promise.all([ + pool.query( + `SELECT id, generated_at, content, model, input_tokens, output_tokens, triggered_by + FROM ai_insights ORDER BY generated_at DESC LIMIT $1 OFFSET $2`, + [limit, offset] + ), + pool.query(`SELECT COUNT(*)::int AS count FROM ai_insights`), + ]) + return { insights: rowsRes.rows, total: countRes.rows[0].count } + }) + + fastify.get('/api/ai-insights/usage', { preHandler: requireCap('view') }, async () => { + const res = await pool.query( + `SELECT COALESCE(SUM(input_tokens), 0)::int AS input_tokens, + COALESCE(SUM(output_tokens), 0)::int AS output_tokens + FROM ai_insights WHERE generated_at >= CURRENT_DATE` + ) + return res.rows[0] + }) + + fastify.post('/api/ai-insights/generate', { preHandler: requireCap('settings') }, async (_, reply) => { + const lastManual = await pool.query( + `SELECT generated_at FROM ai_insights WHERE triggered_by = 'manual' ORDER BY generated_at DESC LIMIT 1` + ) + if (lastManual.rows[0]) { + const elapsedMs = Date.now() - new Date(lastManual.rows[0].generated_at).getTime() + const remainingMin = MANUAL_RATE_LIMIT_MINUTES - Math.floor(elapsedMs / 60_000) + if (remainingMin > 0) { + return reply.status(429).send({ error: `Please wait ${remainingMin}m more before generating again.` }) + } + } + + const result = await generateInsight('manual') + if (!result.success) return reply.status(400).send({ error: result.error }) + return result + }) + + fastify.post('/api/ai-insights/test', { preHandler: requireCap('settings') }, async (_, reply) => { + let apiKey + try { + apiKey = await getAnthropicApiKey() + } catch (e) { + return reply.status(400).send({ error: e.message }) + } + + const model = (await getConfig('ai_insights_model')) || DEFAULT_MODEL + try { + const client = new Anthropic({ apiKey }) + const response = await client.messages.create({ + model, + max_tokens: 10, + messages: [{ role: 'user', content: "Say 'connected' in one word." }], + }) + return { status: 'connected', message: `Successfully connected to ${model}`, response: response.content?.[0]?.text ?? '' } + } catch (e) { + if (e.status === 401) return reply.status(401).send({ error: 'Invalid API key' }) + return reply.status(500).send({ error: `Connection failed: ${e.message}` }) + } + }) +} diff --git a/backend/src/routes/net-sales.js b/backend/src/routes/net-sales.js index 1fb7d74..4f9628b 100644 --- a/backend/src/routes/net-sales.js +++ b/backend/src/routes/net-sales.js @@ -1,17 +1,5 @@ import { requireAuth, requireCap } from '../auth.js' -import { getConfig } from '../db.js' - -async function fcFetch(path) { - const apiKey = await getConfig('forecasting_api_key') - const baseUrl = (await getConfig('forecasting_url')) || 'http://10.10.10.113:3080' - if (!apiKey) throw new Error('Forecasting API key not configured — add it in Settings') - const res = await fetch(`${baseUrl}/forecasting/api/public${path}`, { - headers: { 'X-API-Key': apiKey }, - signal: AbortSignal.timeout(15000), - }) - if (!res.ok) throw new Error(`Forecasting API ${res.status} — ${path}`) - return res.json() -} +import { fcFetch } from '../lib/forecasting-client.js' function daysBetween(from, to) { const a = new Date(from + 'T00:00:00') diff --git a/backend/src/routes/scheduled.js b/backend/src/routes/scheduled.js index 9b54432..425e1ec 100644 --- a/backend/src/routes/scheduled.js +++ b/backend/src/routes/scheduled.js @@ -12,7 +12,8 @@ export async function scheduledRoutes(fastify) { const res = await pool.query( `SELECT date, department_id, department_name, - base_cost, total_cost, shift_count + published_base_cost, published_total_cost, published_shift_count, + unpublished_base_cost, unpublished_total_cost, unpublished_shift_count FROM wage_scheduled WHERE date >= $1 AND date <= $2 ORDER BY date, department_name`, @@ -30,8 +31,10 @@ export async function scheduledRoutes(fastify) { } } deptMap[row.department_id].days[d] = { - cost: parseFloat(showOncosts ? row.total_cost : row.base_cost), - shift_count: row.shift_count, + published_cost: parseFloat(showOncosts ? row.published_total_cost : row.published_base_cost), + unpublished_cost: parseFloat(showOncosts ? row.unpublished_total_cost : row.unpublished_base_cost), + published_shift_count: row.published_shift_count, + unpublished_shift_count: row.unpublished_shift_count, } } diff --git a/backend/src/routes/settings.js b/backend/src/routes/settings.js index 06b645b..17a36b5 100644 --- a/backend/src/routes/settings.js +++ b/backend/src/routes/settings.js @@ -2,7 +2,8 @@ import { requireAuth, requireCap } from '../auth.js' import { pool, getConfig, setConfig } from '../db.js' const ALLOWED_KEYS = new Set([ - 'forecasting_url', 'forecasting_api_key', 'show_oncosts', 'departments', 'dept_budget_pcts', + 'forecasting_url', 'forecasting_api_key', 'show_oncosts', 'departments', 'dept_budget_pcts', 'forecast_method', + 'ai_insights_enabled', 'ai_insights_model', 'ai_insights_schedule_time', 'ai_insights_daily_token_budget', ]) export async function settingsRoutes(fastify) { @@ -11,7 +12,11 @@ export async function settingsRoutes(fastify) { fastify.get('/api/settings', { preHandler: requireCap('settings') }, async () => { const res = await pool.query( `SELECT key, value, updated_at FROM wages_config - WHERE key IN ('forecasting_url','forecasting_api_key','show_oncosts','departments','sync_last_at','backfill_last_at') + WHERE key IN ( + 'forecasting_url','forecasting_api_key','show_oncosts','departments','forecast_method', + 'sync_last_at','backfill_last_at', + 'ai_insights_enabled','ai_insights_model','ai_insights_schedule_time','ai_insights_daily_token_budget' + ) ORDER BY key` ) return { settings: res.rows } diff --git a/frontend/package-lock.json b/frontend/package-lock.json new file mode 100644 index 0000000..47a9920 --- /dev/null +++ b/frontend/package-lock.json @@ -0,0 +1,6578 @@ +{ + "name": "hnf-wages-frontend", + "version": "1.0.0", + "lockfileVersion": 3, + "requires": true, + "packages": { + "": { + "name": "hnf-wages-frontend", + "version": "1.0.0", + "dependencies": { + 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{ DollarSign, CalendarDays, TrendingUp, BarChart3, Wallet, Settings, Menu, LogOut } from 'lucide-react' +import { DollarSign, CalendarDays, TrendingUp, BarChart3, Wallet, Settings, Menu, LogOut, Bot } from 'lucide-react' import AuthGate, { useAuth } from './components/AuthGate' import { UpdateBanner } from './components/UpdateBanner' import { useVersionCheck } from './hooks/useVersionCheck' import { can } from './types' +import Dashboard from './pages/Dashboard' import Weekly from './pages/Weekly' import Monthly from './pages/Monthly' import Rolling12Weeks from './pages/Rolling12Weeks' @@ -11,9 +12,10 @@ import Rolling12Months from './pages/Rolling12Months' import Budgets from './pages/Budgets' import SettingsPage from './pages/Settings' -type Page = 'weekly' | 'monthly' | 'rolling-weeks' | 'rolling-months' | 'budgets' | 'settings' +type Page = 'dashboard' | 'weekly' | 'monthly' | 'rolling-weeks' | 'rolling-months' | 'budgets' | 'settings' const NAV: { id: Page; label: string; icon: React.ElementType; cap?: string }[] = [ + { id: 'dashboard', label: 'Dashboard', icon: Bot }, { id: 'weekly', label: 'Weekly', icon: CalendarDays }, { id: 'monthly', label: 'Monthly', icon: TrendingUp }, { id: 'rolling-weeks', label: '12 Weeks', icon: BarChart3 }, @@ -80,6 +82,7 @@ function Shell() {
+ {page === 'dashboard' && } {page === 'weekly' && } {page === 'monthly' && } {page === 'rolling-weeks' && } diff --git a/frontend/src/api.ts b/frontend/src/api.ts index 0b48865..3cbbb59 100644 --- a/frontend/src/api.ts +++ b/frontend/src/api.ts @@ -1,4 +1,4 @@ -import type { DeptActuals, DeptScheduled, NetSalesDay, WageBudget, AppSetting, DeptPct, EmployeeDetail } from './types' +import type { DeptActuals, DeptScheduled, ForecastMethod, NetSalesDay, WageBudget, AppSetting, DeptPct, EmployeeDetail, AIInsight } from './types' const BASE = '/wages/api' @@ -20,7 +20,7 @@ async function request(path: string, opts: RequestInit = {}): Promise { return res.json() } -export function getActuals(from: string, to: string): Promise<{ departments: DeptActuals[]; show_oncosts: boolean; dept_pcts: Record }> { +export function getActuals(from: string, to: string): Promise<{ departments: DeptActuals[]; show_oncosts: boolean; dept_pcts: Record; forecast_method: ForecastMethod }> { return request(`/actuals?from=${from}&to=${to}`) } @@ -82,3 +82,15 @@ export function getDeptDetail(deptId: string, from: string, to: string): Promise export function downloadExport(view: string, from: string, to: string): void { window.open(`${BASE}/export?view=${view}&from=${from}&to=${to}`, '_blank') } + +export function getLatestInsight(): Promise { + return request('/ai-insights/latest') +} + +export function generateInsight(): Promise<{ success: boolean; content: string; input_tokens: number; output_tokens: number; model: string }> { + return request('/ai-insights/generate', { method: 'POST' }) +} + +export function testAiInsightsConnection(): Promise<{ status: string; message: string }> { + return request('/ai-insights/test', { method: 'POST' }) +} diff --git a/frontend/src/lib/aiInsight.tsx b/frontend/src/lib/aiInsight.tsx new file mode 100644 index 0000000..5813a95 --- /dev/null +++ b/frontend/src/lib/aiInsight.tsx @@ -0,0 +1,37 @@ +export function formatAge(iso: string): string { + const ms = Date.now() - new Date(iso).getTime() + const mins = Math.floor(ms / 60000) + if (mins < 1) return 'just now' + if (mins < 60) return `${mins}m ago` + const hours = Math.floor(mins / 60) + if (hours < 24) return `${hours}h ago` + return `${Math.floor(hours / 24)}d ago` +} + +function escHtml(s: string): string { + return s + .replace(/&/g, '&') + .replace(//g, '>') +} + +export function renderContent(text: string) { + return text.split('\n').map((line, i) => { + const safe = escHtml(line) + const processed = safe.replace(/\*\*(.+?)\*\*/g, '$1') + if (line.startsWith('- ') || line.startsWith('* ')) { + return ( +
+ • + +
+ ) + } + if (line.startsWith('## ') || line.startsWith('# ')) { + const txt = line.replace(/^#+\s*/, '') + return

{txt}

+ } + if (line.trim() === '') return
+ return

+ }) +} diff --git a/frontend/src/lib/forecast.ts b/frontend/src/lib/forecast.ts new file mode 100644 index 0000000..c39d19f --- /dev/null +++ b/frontend/src/lib/forecast.ts @@ -0,0 +1,52 @@ +import type { DeptScheduled } from '../types' + +export type ForecastTier = 'actual' | 'rota-published' | 'rota-draft' | 'none' + +export interface ForecastDayResult { + cost: number + tier: ForecastTier +} + +function addDaysStr(dateStr: string, n: number): string { + const d = new Date(dateStr + 'T00:00:00') + d.setDate(d.getDate() + n) + return `${d.getFullYear()}-${String(d.getMonth() + 1).padStart(2, '0')}-${String(d.getDate()).padStart(2, '0')}` +} + +const MAX_HOPS = 6 // 6 * 7 = 42 days back, comfortably within the 35-day actuals sync window + +/** + * Tiered forecast cost for a single department + date. Walks backward in 7-day steps from + * `dateStr`; at each probed date, checks in priority order and stops at the first hit: + * 1. Actual cost (ground truth — always wins if present). + * 2. Published rota cost. + * 3. Draft/unpublished rota cost, only if `includeUnpublished` is true. + * If none apply, steps back another 7 days and repeats. This single rule covers "past days + * use actuals", "near-term future days use published rota", and "days beyond any rota data + * repeat the same weekday from a prior period" — including the case where that prior period + * is itself still in the future but has its own rota entry, rather than skipping straight + * past it to an older actual. + */ +export function forecastDayCost( + dateStr: string, + actualDays: Record | undefined, + scheduledDays: DeptScheduled['days'] | undefined, + includeUnpublished: boolean, +): ForecastDayResult { + let probe = dateStr + for (let hop = 0; hop <= MAX_HOPS; hop++) { + const actual = actualDays?.[probe] + if (actual != null) return { cost: actual.cost, tier: 'actual' } + + const sched = scheduledDays?.[probe] + const hasPublished = (sched?.published_shift_count ?? 0) > 0 + const hasUnpublished = (sched?.unpublished_shift_count ?? 0) > 0 + if (hasPublished || (includeUnpublished && hasUnpublished)) { + const cost = (sched?.published_cost ?? 0) + (includeUnpublished ? (sched?.unpublished_cost ?? 0) : 0) + return { cost, tier: hasPublished ? 'rota-published' : 'rota-draft' } + } + + probe = addDaysStr(probe, -7) + } + return { cost: 0, tier: 'none' } +} diff --git a/frontend/src/pages/Dashboard.tsx b/frontend/src/pages/Dashboard.tsx new file mode 100644 index 0000000..6a86df8 --- /dev/null +++ b/frontend/src/pages/Dashboard.tsx @@ -0,0 +1,93 @@ +import { useState, useEffect, useCallback } from 'react' +import { Bot, Clock, RefreshCw } from 'lucide-react' +import { getLatestInsight, generateInsight } from '../api' +import { formatAge, renderContent } from '../lib/aiInsight' +import type { AIInsight } from '../types' + +const REFRESH_MS = 5 * 60_000 + +export default function Dashboard() { + const [insight, setInsight] = useState(null) + const [loading, setLoading] = useState(true) + const [error, setError] = useState(null) + const [generating, setGenerating] = useState(false) + const [genError, setGenError] = useState(null) + + const load = useCallback(() => { + getLatestInsight() + .then(setInsight) + .catch(e => setError(e instanceof Error ? e.message : 'Failed to load insight')) + .finally(() => setLoading(false)) + }, []) + + useEffect(() => { + load() + const id = setInterval(load, REFRESH_MS) + return () => clearInterval(id) + }, [load]) + + const handleGenerate = async () => { + setGenerating(true) + setGenError(null) + try { + await generateInsight() + load() + } catch (e) { + setGenError(e instanceof Error ? e.message : 'Failed to generate insight') + } finally { + setGenerating(false) + } + } + + return ( +

+
+

Dashboard

+ +
+ + {genError &&
{genError}
} + +
+
+
+ + AI Insight +
+ {insight && ( + + + {formatAge(insight.generated_at)} + {insight.model && ( + + {insight.model} + + )} + + )} +
+ + {loading &&
Loading…
} + {!loading && error &&
{error}
} + {!loading && !error && !insight && ( +
+ No insight generated yet. Click Generate Now to produce a summary. +
+ )} + {!loading && !error && insight && ( +
+
{renderContent(insight.content)}
+ {(insight.input_tokens || insight.output_tokens) && ( +
+ {insight.input_tokens}↑ / {insight.output_tokens}↓ tokens · {insight.triggered_by} +
+ )} +
+ )} +
+
+ ) +} diff --git a/frontend/src/pages/Monthly.tsx b/frontend/src/pages/Monthly.tsx index ca9ee92..74f8583 100644 --- a/frontend/src/pages/Monthly.tsx +++ b/frontend/src/pages/Monthly.tsx @@ -3,9 +3,10 @@ import { ChevronLeft, ChevronRight, ChevronDown, Download } from 'lucide-react' import { BarChart, Bar, XAxis, YAxis, Tooltip, Legend, ResponsiveContainer, Cell, } from 'recharts' -import { getActuals, getNetSales, getBudgets, getDeptDetail, downloadExport } from '../api' -import type { DeptActuals, WageBudget, EmployeeDetail } from '../types' +import { getActuals, getScheduled, getNetSales, getBudgets, getDeptDetail, downloadExport } from '../api' +import type { DeptActuals, DeptScheduled, ForecastMethod, WageBudget, EmployeeDetail } from '../types' import { DeptDetailModal } from '../components/DeptDetailModal' +import { forecastDayCost } from '../lib/forecast' function fmt(d: Date): string { return `${d.getFullYear()}-${String(d.getMonth() + 1).padStart(2, '0')}-${String(d.getDate()).padStart(2, '0')}` @@ -21,13 +22,6 @@ function fmtDisplay(dateStr: string): string { function budgetColour(pct: number): string { return pct <= 100 ? 'var(--app-primary)' : pct <= 110 ? '#b45309' : '#dc2626' } -// Baseline forecast: repeat the last full actual week's pattern forward to end of month -function repeatingPriorCost(days: Record, dateStr: string, cutoffStr: string): number { - let probe = dateStr - while (probe > cutoffStr) probe = fmt(addDays(new Date(probe + 'T00:00:00'), -7)) - return days[probe]?.cost ?? 0 -} - const DEPT_COLORS = ['#065f46','#059669','#0891b2','#7c3aed','#c2410c','#b45309','#0f766e','#4338ca','#be185d','#15803d'] export default function Monthly() { @@ -41,6 +35,9 @@ export default function Monthly() { const [month, setMonth] = useState(todayMonth) const [depts, setDepts] = useState([]) + const [scheduled, setScheduled] = useState([]) + const [forecastMethod, setForecastMethod] = useState('repeat') + const [includeUnpublished, setIncludeUnpublished] = useState(false) const [netSalesMTD, setNetSalesMTD] = useState(0) const [netSalesFull, setNetSalesFull] = useState(0) const [pySalesMTD, setPySalesMTD] = useState(0) @@ -82,16 +79,19 @@ export default function Monthly() { setLoading(true); setError(null) try { // Net sales: full month — OTB/forecast for future dates, actuals for past dates - const [actRes, salesRes, budRes, pyActRes, pmActRes] = await Promise.all([ + const [actRes, schedRes, salesRes, budRes, pyActRes, pmActRes] = await Promise.all([ getActuals(fromStr, toStr), + getScheduled(fromStr, toStr), getNetSales(fromStr, toStr), getBudgets(), getActuals(pyFromStr, pyToStr), getActuals(pmFromStr, pmToStr), ]) setDepts(actRes.departments) + setScheduled(schedRes.departments) setShowOncosts(actRes.show_oncosts) setDeptPcts(actRes.dept_pcts) + setForecastMethod(actRes.forecast_method) // Cut-off for MTD = yesterday (avoid partial clockins today) const cutoff = isCurrentMonth ? yesterdayStr : toStr @@ -162,10 +162,14 @@ export default function Monthly() { let forecastRem = 0 if (isCurrentMonth) { + // 'rota' method: prefer published rota (or +draft rota if includeUnpublished) for days + // that have it, falling back to the repeat-pattern otherwise — see forecastDayCost. + // 'repeat' (default): unchanged, no scheduled data passed in so it always repeats. + const schedDep = forecastMethod === 'rota' ? scheduled.find(s => s.department_id === dep.department_id) : undefined for (let day = 1; day <= dim; day++) { const dateStr = `${monthStr}-${String(day).padStart(2, '0')}` if (dateStr <= yesterdayStr) continue - forecastRem += repeatingPriorCost(dep.days, dateStr, yesterdayStr) + forecastRem += forecastDayCost(dateStr, dep.days, schedDep?.days, includeUnpublished).cost } } @@ -220,17 +224,22 @@ export default function Monthly() { const entry: WeekEntry = { label: `W${w + 1}`, isPast } for (const dep of deptSummary) { - const srcDep = depts.find(d => d.department_id === dep.department_id) + const srcDep = depts.find(d => d.department_id === dep.department_id) + const schedDep = forecastMethod === 'rota' ? scheduled.find(s => s.department_id === dep.department_id) : undefined let deptCost = 0 + let weekTier: 'rota' | 'repeat' = 'rota' for (let day = wStart; day <= wEnd; day++) { const dateStr = `${monthStr}-${String(day).padStart(2, '0')}` if (dateStr <= cutoff) { deptCost += srcDep?.days[dateStr]?.cost ?? 0 } else { - deptCost += repeatingPriorCost(srcDep?.days ?? {}, dateStr, cutoff) + const { cost, tier } = forecastDayCost(dateStr, srcDep?.days, schedDep?.days, includeUnpublished) + deptCost += cost + if (tier === 'actual' || tier === 'none') weekTier = 'repeat' } } entry[dep.department_name] = deptCost + entry[`${dep.department_name}__tier`] = weekTier } weeks.push(entry) } @@ -292,7 +301,18 @@ export default function Monthly() {
-
Full month forecast
+
+ Full month forecast + {forecastMethod === 'rota' && ( + + )} +
Forecast EOM
@@ -371,7 +391,9 @@ export default function Monthly() { {!loading && !error && ( <>
-
Weekly Breakdown{isCurrentMonth ? ' (forecast shaded)' : ''}
+
+ Weekly Breakdown{isCurrentMonth ? (forecastMethod === 'rota' ? ' (rota-informed forecast shaded, repeat-pattern lighter)' : ' (forecast shaded)') : ''} +
@@ -380,9 +402,10 @@ export default function Monthly() { -deptSummary.findIndex(dep => dep.department_name === item.dataKey)} /> {deptSummary.map(dep => ( - {weeks.map((w, i) => ( - - ))} + {weeks.map((w, i) => { + const opacity = w.isPast ? 1 : (w[`${dep.department_name}__tier`] === 'rota' ? 0.7 : 0.45) + return + })} ))} @@ -485,6 +508,9 @@ export default function Monthly() { {showOncosts &&

Includes estimated employer on-costs. Final payroll figures are in Sage.

} + {isCurrentMonth && forecastMethod === 'rota' && ( +

Rota-based forecast figures exclude employer National Insurance — Workforce's schedules API doesn't provide it, only the timesheets/actuals API does.

+ )}
{pyDepts.length > 0 && ( diff --git a/frontend/src/pages/Settings.tsx b/frontend/src/pages/Settings.tsx index 5cb23c9..bebe460 100644 --- a/frontend/src/pages/Settings.tsx +++ b/frontend/src/pages/Settings.tsx @@ -1,6 +1,6 @@ import { useState, useEffect } from 'react' -import { RefreshCw, Download, X, CheckSquare, Square } from 'lucide-react' -import { getSettings, saveSettings, getDepartments, triggerSync, getSyncStatus, cancelBackfill } from '../api' +import { RefreshCw, Download, X, CheckSquare, Square, Bot } from 'lucide-react' +import { getSettings, saveSettings, getDepartments, triggerSync, getSyncStatus, cancelBackfill, testAiInsightsConnection, generateInsight } from '../api' import type { AppSetting, Department } from '../types' function fmtDate(iso: string | null): string { @@ -18,6 +18,10 @@ export default function SettingsPage() { const [fetchingDepts, setFetchingDepts] = useState(false) const [saved, setSaved] = useState(false) const [error, setError] = useState(null) + const [testStatus, setTestStatus] = useState<'idle' | 'testing' | 'connected' | 'error'>('idle') + const [testMessage, setTestMessage] = useState('') + const [genStatus, setGenStatus] = useState<'idle' | 'generating' | 'done' | 'error'>('idle') + const [genMessage, setGenMessage] = useState('') useEffect(() => { Promise.all([getSettings(), getSyncStatus()]) @@ -49,6 +53,11 @@ export default function SettingsPage() { { key: 'forecasting_api_key', value: settings.forecasting_api_key ?? '' }, { key: 'show_oncosts', value: settings.show_oncosts ?? 'true' }, { key: 'departments', value: deptsJson }, + { key: 'forecast_method', value: settings.forecast_method ?? 'repeat' }, + { key: 'ai_insights_enabled', value: settings.ai_insights_enabled ?? 'false' }, + { key: 'ai_insights_model', value: settings.ai_insights_model ?? 'claude-haiku-4-5-20251001' }, + { key: 'ai_insights_schedule_time', value: settings.ai_insights_schedule_time ?? '07:15' }, + { key: 'ai_insights_daily_token_budget', value: settings.ai_insights_daily_token_budget ?? '5000' }, ]) setSaved(true) setTimeout(() => setSaved(false), 2000) @@ -133,6 +142,32 @@ export default function SettingsPage() { setBackfillProg(null) } + const handleTestConnection = async () => { + setTestStatus('testing'); setTestMessage('') + try { + const res = await testAiInsightsConnection() + setTestStatus('connected') + setTestMessage(res.message || 'Connected') + } catch (e: unknown) { + setTestStatus('error') + setTestMessage(e instanceof Error ? e.message : 'Connection failed') + } + setTimeout(() => { setTestStatus('idle'); setTestMessage('') }, 5000) + } + + const handleGenerateNow = async () => { + setGenStatus('generating'); setGenMessage('') + try { + const res = await generateInsight() + setGenStatus('done') + setGenMessage(`Generated! ${res.input_tokens} in / ${res.output_tokens} out tokens`) + } catch (e: unknown) { + setGenStatus('error') + setGenMessage(e instanceof Error ? e.message : 'Generation failed') + } + setTimeout(() => { setGenStatus('idle'); setGenMessage('') }, 8000) + } + if (loading) return
Loading…
return ( @@ -191,6 +226,107 @@ export default function SettingsPage() {

+ {/* Forecast method */} +
+
Forecast Method
+ +

+ When enabled, days with a published rota use its planned cost instead of repeating a prior period. + Days without a published rota yet (including a part-built, unpublished one) still fall back to the + repeat-pattern forecast, so a not-yet-finished rota can't drag the figure down. When disabled, forecasts + always use the repeat-pattern method only, unchanged from before. +

+
+ + {/* AI Insights */} +
+
+ + AI Insights +
+ + +

+ Uses the Anthropic (Claude) API key configured centrally in Portal → Settings → Integrations — + not stored per-app here. +

+ +
+
+ + +
+
+ + handleChange('ai_insights_schedule_time', e.target.value)} + /> +
+
+ + handleChange('ai_insights_daily_token_budget', e.target.value)} + /> +
+
+ +
+
+ + {testMessage && ( +
+ {testMessage} +
+ )} +
+
+ + {genMessage && ( +
+ {genMessage} +
+ )} +
+
+
+ {/* Department filter */}
diff --git a/frontend/src/pages/Weekly.tsx b/frontend/src/pages/Weekly.tsx index 3c934da..67e0a9e 100644 --- a/frontend/src/pages/Weekly.tsx +++ b/frontend/src/pages/Weekly.tsx @@ -1,8 +1,9 @@ import { useState, useEffect, useCallback } from 'react' import { ChevronLeft, ChevronRight, Download } from 'lucide-react' -import { getActuals, getNetSales, getBudgets, getDeptDetail, downloadExport } from '../api' -import type { DeptActuals, WageBudget, EmployeeDetail } from '../types' +import { getActuals, getScheduled, getNetSales, getBudgets, getDeptDetail, downloadExport } from '../api' +import type { DeptActuals, DeptScheduled, ForecastMethod, WageBudget, EmployeeDetail } from '../types' import { DeptDetailModal } from '../components/DeptDetailModal' +import { forecastDayCost } from '../lib/forecast' function localStr(d: Date): string { return `${d.getFullYear()}-${String(d.getMonth() + 1).padStart(2, '0')}-${String(d.getDate()).padStart(2, '0')}` @@ -68,6 +69,9 @@ export default function Weekly() { const pyToStr = addDaysStr(fromStr, -364 + daysElapsed) const [depts, setDepts] = useState([]) + const [scheduled, setScheduled] = useState([]) + const [forecastMethod, setForecastMethod] = useState('repeat') + const [includeUnpublished, setIncludeUnpublished] = useState(false) const [netSalesMTD, setNetSalesMTD] = useState(0) const [netSalesFull, setNetSalesFull] = useState(0) const [pySalesMTD, setPySalesMTD] = useState(0) @@ -96,9 +100,10 @@ export default function Weekly() { const monthKeys = Array.from(new Set([monthKeyOf(fromStr), monthKeyOf(toStr)])) const monthRanges = monthKeys.map(monthRangeOf) - const [actRes, salesRes, budgetRes, pyActRes, monthSalesResList] = await Promise.all([ + const [actRes, schedRes, salesRes, budgetRes, pyActRes, monthSalesResList] = await Promise.all([ // 14-day fetch: prev week + current week so prev-week data is in dep.days for forecast + comparison getActuals(prevWeekFrom, toStr), + getScheduled(fromStr, toStr), getNetSales(fromStr, toStr), getBudgets(), getActuals(pyFromStr, pyToStr), @@ -120,8 +125,10 @@ export default function Weekly() { setBudgetsByMonth(budgMap) setDepts(actRes.departments) + setScheduled(schedRes.departments) setShowOncosts(actRes.show_oncosts) setDeptPcts(actRes.dept_pcts) + setForecastMethod(actRes.forecast_method) // Net sales: WTD to yesterday for current week, full for past weeks const cutoffDate = isCurrentWk ? yesterdayStr : toStr @@ -198,14 +205,17 @@ export default function Weekly() { .filter(([d]) => d >= fromStr && d <= wtdCutoff) .reduce((s, [, v]) => s + v.cost, 0) - // Forecast: WTD + prior-week same-day actual for each remaining day + // Forecast: WTD + remaining days. When forecast_method is 'rota', remaining days prefer + // published rota (or +draft rota if includeUnpublished), falling back to prior-week same-day + // actual — see forecastDayCost. When 'repeat' (default), this is unchanged from before: no + // scheduled data is passed in, so it always resolves to the prior-week same-day actual. let forecastFull = wtdCost if (isCurrentWeek) { + const schedDep = forecastMethod === 'rota' ? scheduled.find(s => s.department_id === dep.department_id) : undefined for (let i = 0; i <= 6; i++) { const dateStr = addDaysStr(fromStr, i) if (dateStr <= yesterdayStr) continue - const priorStr = addDaysStr(dateStr, -7) // same day last week — in dep.days (14-day fetch) - forecastFull += dep.days[priorStr]?.cost ?? 0 + forecastFull += forecastDayCost(dateStr, dep.days, schedDep?.days, includeUnpublished).cost } } @@ -294,7 +304,18 @@ export default function Weekly() {
-
Full week forecast
+
+ Full week forecast + {forecastMethod === 'rota' && ( + + )} +
Forecast Full Week
diff --git a/frontend/src/types.ts b/frontend/src/types.ts index 282d055..e763a35 100644 --- a/frontend/src/types.ts +++ b/frontend/src/types.ts @@ -18,9 +18,16 @@ export interface DeptActuals { export interface DeptScheduled { department_id: string department_name: string - days: Record + days: Record } +export type ForecastMethod = 'repeat' | 'rota' + export interface NetSalesDay { date: string net_sales: number @@ -60,3 +67,13 @@ export interface EmployeeDetail { cost: number shift_count: number } + +export interface AIInsight { + id: number + generated_at: string + content: string + model: string + input_tokens: number + output_tokens: number + triggered_by: string +}