#!/usr/bin/env tsx /** * Detector semanal de padrões sobre a BD Observabilidade (Fase 6A). * * Uso: * sessions-patterns.ts [--week YYYY-Www] [--publish] [--force] * sessions-patterns.ts --backfill * * Backfill: * Itera todas as semanas ISO desde a primeira sessão na BD até (excluindo) * a semana corrente, detecta padrões e faz upsert. Nunca publica nem abre * tickets. Output: linha JSON por semana + sumário total no fim. * * Fluxo: * 1. Resolver intervalo da semana (segunda 00:00 UTC → domingo 23:59 UTC) * 2. Correr detectPatterns (6 detectores heurísticos) * 3. Persistir com upsertPattern + consecutive_weeks * 4. Se --publish: chamar gateway MCP (desk-crm) para publicar comentário HTML * na discussão #32, e para padrões com consecutive_weeks>=3 e * severity∈(warning,action) abrir Ticket no Desk. * 5. Output JSON-line final com contagens. * * Env obrigatório com --publish: * MCP_GATEWAY_TOKEN Bearer token do gateway MCP * MCP_GATEWAY_URL URL do MCP desk-crm (default https://gateway.descomplicar.pt/v1/desk-crm/mcp) */ import { readFileSync, writeFileSync, existsSync } from 'node:fs' import { openSessionsDb, type PatternRecord, type SessionsDb } from '../services/sessions/db.js' import { DEFAULT_DB_PATH } from '../services/sessions/indexer.js' import { detectPatterns, toPatternRecord, weekIso, weekRange, type Pattern, } from '../services/sessions/patterns.js' const CARL_JSON_PATH = '/media/ealmeida/Dados/.carl/carl.json' /** * Propor padrão persistente como staging entry no carl.json. * Idempotente: não duplica por pattern_key. * Só dispara para severity action ou warning com ≥3 semanas consecutivas. */ function proposeCarlStagingEntry(p: PatternRecord): void { if (!existsSync(CARL_JSON_PATH)) return try { const raw = readFileSync(CARL_JSON_PATH, 'utf-8') const carl = JSON.parse(raw) as { staging?: unknown[] } const staging = (carl.staging ??= []) const stagingId = `pattern-${p.pattern_key}` const exists = staging.some((e) => typeof e === 'object' && e !== null && (e as { id?: string }).id === stagingId) if (exists) return staging.push({ id: stagingId, type: 'pattern-proposal', source: 'observabilidade-patterns', name: `Padrão recorrente: ${p.title}`, description: p.description, severity: p.severity, consecutive_weeks: p.consecutive_weeks, affected_count: p.affected_count, sample_session_ids: p.sample_session_ids, proposed_at: new Date().toISOString(), status: 'pending-review', }) writeFileSync(CARL_JSON_PATH, JSON.stringify(carl, null, 2), 'utf-8') console.error(`[patterns] proposto em CARL staging: ${stagingId}`) } catch (err) { console.error(`[patterns] falha ao propor em CARL staging: ${(err as Error).message}`) } } interface Args { week?: string publish: boolean force: boolean backfill: boolean } interface MCPToolCallResult { content?: Array<{ type: string; text: string }> isError?: boolean } /** Staff ID usado para publicar comentários automáticos (Observabilidade) */ const OBSERVABILIDADE_STAFF_ID = 25 /** Discussão Desk onde os resumos semanais são publicados */ const OBSERVABILIDADE_DISCUSSION_ID = 32 /** Departamento "Geral" no Desk CRM (id=1) */ const OBSERVABILIDADE_DEPARTMENT_ID = 1 function parseArgs(argv: string[]): Args { const a: Args = { publish: false, force: false, backfill: false } for (let i = 0; i < argv.length; i++) { if (argv[i] === '--week') a.week = argv[++i] else if (argv[i] === '--publish') a.publish = true else if (argv[i] === '--force') a.force = true else if (argv[i] === '--backfill') a.backfill = true } return a } /** Detecta e persiste padrões para uma única semana (sem publicar). */ function processWeek(db: SessionsDb, monday: Date): { week_iso: string detected: number by_severity: { action: number; warning: number; info: number } } { const range = weekRange(monday) const weekIsoStr = range.iso const detected: Pattern[] = detectPatterns(db, range.start, range.end) const records: PatternRecord[] = [] for (const p of detected) { const tmpRec = toPatternRecord(p, weekIsoStr, 1) db.upsertPattern(tmpRec) const consecutive = db.getConsecutiveWeeks(p.pattern_key, weekIsoStr) const rec = toPatternRecord(p, weekIsoStr, consecutive) db.upsertPattern(rec) records.push(rec) } return { week_iso: weekIsoStr, detected: records.length, by_severity: { action: records.filter((r) => r.severity === 'action').length, warning: records.filter((r) => r.severity === 'warning').length, info: records.filter((r) => r.severity === 'info').length, }, } } /** Executa backfill desde a primeira sessão até (excl.) semana corrente. */ function runBackfill(db: SessionsDb, dbPath: string): void { const raw = db.rawDb() const row = raw.prepare('SELECT MIN(started_at) as min_started FROM sessions').get() as | { min_started: string | null } | undefined if (!row || !row.min_started) { console.error('[patterns] backfill: BD sem sessões. Nada a fazer.') console.log(JSON.stringify({ backfill: true, weeks_processed: 0, total_detected: 0 })) return } const firstStart = new Date(row.min_started) const firstRange = weekRange(firstStart) const currentRange = weekRange(new Date()) const currentIso = currentRange.iso console.error( `[patterns] backfill: primeira sessão ${row.min_started}, semana inicial ${firstRange.iso}, ` + `semana corrente ${currentIso} (excluída) db=${dbPath}`, ) let cursor = new Date(firstRange.start) let weeksProcessed = 0 let totalDetected = 0 const bySev = { action: 0, warning: 0, info: 0 } const perWeek: Array<{ week_iso: string; detected: number }> = [] // Iteração semanal: cursor é sempre segunda 00:00 UTC while (weekIso(cursor) !== currentIso) { const summary = processWeek(db, cursor) console.log(JSON.stringify({ backfill: true, ...summary })) weeksProcessed++ totalDetected += summary.detected bySev.action += summary.by_severity.action bySev.warning += summary.by_severity.warning bySev.info += summary.by_severity.info perWeek.push({ week_iso: summary.week_iso, detected: summary.detected }) // Avançar 7 dias cursor = new Date(cursor) cursor.setUTCDate(cursor.getUTCDate() + 7) // Safety: evitar loop infinito em caso de bug if (weeksProcessed > 520) { console.error('[patterns] backfill: safety break após 520 semanas') break } } console.log( JSON.stringify({ backfill_summary: true, weeks_processed: weeksProcessed, total_detected: totalDetected, by_severity: bySev, first_week: perWeek[0]?.week_iso ?? null, last_week: perWeek[perWeek.length - 1]?.week_iso ?? null, }), ) } /** Converte YYYY-Www em intervalo {start,end} UTC. */ function weekIsoToRange(weekIsoStr: string): { start: Date; end: Date; iso: string } { const m = weekIsoStr.match(/^(\d{4})-W(\d{2})$/) if (!m) throw new Error(`Formato --week inválido: ${weekIsoStr}`) const year = parseInt(m[1], 10) const week = parseInt(m[2], 10) // ISO week: quinta da semana 1 está sempre em 4 de Janeiro const jan4 = new Date(Date.UTC(year, 0, 4)) const jan4Dow = jan4.getUTCDay() || 7 // 1..7 (seg..dom) const mondayWeek1 = new Date(jan4) mondayWeek1.setUTCDate(jan4.getUTCDate() - (jan4Dow - 1)) const monday = new Date(mondayWeek1) monday.setUTCDate(mondayWeek1.getUTCDate() + (week - 1) * 7) return weekRange(monday) } function escapeHtml(s: string): string { return s.replace(/&/g, '&').replace(//g, '>').replace(/"/g, '"') } function buildDiscussionHtml(weekIso: string, patterns: PatternRecord[]): string { const dateStr = new Date().toISOString().slice(0, 10) const lines: string[] = [] lines.push(`
Detector automático Observabilidade — ${patterns.length} padrões analisados.
`) if (patterns.length === 0) { lines.push('Nenhum padrão accionável detectado esta semana.
') } else { lines.push('${escapeHtml(id.slice(0, 8))}`)
.join(', ')
lines.push(
`Skill: observabilidade-patterns | Data: ${dateStr}
`) return lines.join('\n') } /** * Chama uma ferramenta do gateway MCP (JSON-RPC 2.0 sobre HTTP). * O gateway pode responder em SSE (text/event-stream) ou JSON — tratamos ambos. */ async function callMcpTool(tool: string, args: RecordPadrão recorrente detectado automaticamente — ${p.consecutive_weeks} semanas consecutivas.
`, `${escapeHtml(p.description)}
`, `${escapeHtml(p.pattern_key)}Sample sessions: ${p.sample_session_ids.map((s) => `${escapeHtml(s)}`).join(', ')}