feat: alertas de picos, grafica de menciones por dia y estabilidad del traductor

- Backend: endpoint /api/entities/mentions (series por dia para N conceptos)
- Backend: tabla alertas + escaner de picos automatico + endpoints (list/read/scan)
- Frontend: pagina Evolucion con grafica SVG multi-concepto configurable
- Frontend: pagina Alertas con badge de notificaciones en la barra
- Traductor: memoria acotada (sub-lotes, batch 32, cuerpo max 12000 chars)
- Traductor: prioridad baja en CPU (cpu_shares 512) y tope de 2 nucleos x worker
- Escalado a 3 workers de traduccion (2x translator + translator-gpu)
This commit is contained in:
jlimolina 2026-08-11 04:18:37 +02:00
parent eff656adea
commit 3991237685
11 changed files with 988 additions and 28 deletions

View file

@ -0,0 +1,217 @@
package handlers
import (
"context"
"fmt"
"log"
"net/http"
"os"
"strconv"
"time"
"github.com/gin-gonic/gin"
"github.com/rss2/backend/internal/db"
"github.com/rss2/backend/internal/models"
)
type Alerta struct {
ID int64 `json:"id"`
Valor string `json:"valor"`
Tipo string `json:"tipo"`
Periodo string `json:"periodo"`
Hits int `json:"hits"`
Baseline float64 `json:"baseline"`
Ratio float64 `json:"ratio"`
Status string `json:"status"`
CreatedAt string `json:"created_at"`
}
func GetAlertas(c *gin.Context) {
status := c.Query("status")
limitStr := c.DefaultQuery("limit", "100")
limit, _ := strconv.Atoi(limitStr)
if limit < 1 || limit > 500 {
limit = 100
}
query := `
SELECT id, valor, tipo, periodo::text, hits, baseline, ratio, status, to_char(created_at, 'YYYY-MM-DD HH24:MI') AS created_at
FROM alertas
`
args := []interface{}{}
if status != "" {
query += fmt.Sprintf(" WHERE status = $%d", len(args)+1)
args = append(args, status)
}
query += fmt.Sprintf(" ORDER BY periodo DESC, ratio DESC, id DESC LIMIT $%d", len(args)+1)
args = append(args, limit)
rows, err := db.GetPool().Query(c.Request.Context(), query, args...)
if err != nil {
c.JSON(http.StatusInternalServerError, models.ErrorResponse{Error: "Failed to get alerts", Message: err.Error()})
return
}
defer rows.Close()
alertas := []Alerta{}
for rows.Next() {
var a Alerta
if err := rows.Scan(&a.ID, &a.Valor, &a.Tipo, &a.Periodo, &a.Hits, &a.Baseline, &a.Ratio, &a.Status, &a.CreatedAt); err != nil {
continue
}
alertas = append(alertas, a)
}
var nuevas int
db.GetPool().QueryRow(c.Request.Context(), "SELECT COUNT(*)::int FROM alertas WHERE status = 'nueva'").Scan(&nuevas)
c.JSON(http.StatusOK, gin.H{
"alertas": alertas,
"total": len(alertas),
"nuevas": nuevas,
})
}
func MarkAlertaRead(c *gin.Context) {
idStr := c.Param("id")
id, err := strconv.ParseInt(idStr, 10, 64)
if err != nil {
c.JSON(http.StatusBadRequest, models.ErrorResponse{Error: "Invalid alert id"})
return
}
_, err = db.GetPool().Exec(c.Request.Context(), "UPDATE alertas SET status = 'leida' WHERE id = $1", id)
if err != nil {
c.JSON(http.StatusInternalServerError, models.ErrorResponse{Error: "Failed to update alert", Message: err.Error()})
return
}
c.JSON(http.StatusOK, gin.H{"ok": true})
}
func MarkAllAlertasRead(c *gin.Context) {
_, err := db.GetPool().Exec(c.Request.Context(), "UPDATE alertas SET status = 'leida' WHERE status = 'nueva'")
if err != nil {
c.JSON(http.StatusInternalServerError, models.ErrorResponse{Error: "Failed to update alerts", Message: err.Error()})
return
}
c.JSON(http.StatusOK, gin.H{"ok": true})
}
func ScanAlertasAdmin(c *gin.Context) {
inserted, err := RunAlertScan(c.Request.Context())
if err != nil {
c.JSON(http.StatusInternalServerError, models.ErrorResponse{Error: "Scan failed", Message: err.Error()})
return
}
c.JSON(http.StatusOK, gin.H{"ok": true, "new_alerts": inserted})
}
// RunAlertScan busca conceptos (persona, lugar, organizacion, tema) cuya
// actividad de hoy supera significativamente su media de los últimos días.
func RunAlertScan(ctx context.Context) (int, error) {
minHits := 3
minRatio := 5.0
if v := os.Getenv("ALERTS_MIN_HITS"); v != "" {
if n, err := strconv.Atoi(v); err == nil && n > 0 {
minHits = n
}
}
if v := os.Getenv("ALERTS_MIN_RATIO"); v != "" {
if f, err := strconv.ParseFloat(v, 64); err == nil && f > 0 {
minRatio = f
}
}
query := `
WITH daily AS (
SELECT t.id AS tag_id, t.valor, t.tipo, n.fecha::date AS dia,
COUNT(DISTINCT n.id) AS cnt
FROM tags_noticia tn
JOIN tags t ON tn.tag_id = t.id
JOIN traducciones tr ON tn.traduccion_id = tr.id
JOIN noticias n ON tr.noticia_id = n.id
WHERE n.fecha >= CURRENT_DATE - 8
AND t.tipo IN ('persona', 'lugar', 'organizacion', 'tema')
GROUP BY t.id, t.valor, t.tipo, n.fecha::date
),
baseline AS (
SELECT tag_id, valor, tipo,
AVG(cnt)::float AS baseline,
MAX(cnt)::int AS max_prev
FROM daily
WHERE dia < CURRENT_DATE
GROUP BY tag_id, valor, tipo
),
today AS (
SELECT tag_id, valor, tipo, SUM(cnt)::int AS hits
FROM daily
WHERE dia = CURRENT_DATE
GROUP BY tag_id, valor, tipo
)
SELECT t.valor, t.tipo, t.hits, b.baseline,
(t.hits::float / NULLIF(b.baseline, 0)) AS ratio
FROM today t
JOIN baseline b USING (tag_id)
WHERE t.hits >= $1
AND b.baseline >= 0.5
AND (t.hits::float / NULLIF(b.baseline, 0)) >= $2
`
rows, err := db.GetPool().Query(ctx, query, minHits, minRatio)
if err != nil {
return 0, err
}
defer rows.Close()
inserted := 0
for rows.Next() {
var valor, tipo string
var hits int
var baseline, ratio float64
if err := rows.Scan(&valor, &tipo, &hits, &baseline, &ratio); err != nil {
continue
}
res, err := db.GetPool().Exec(ctx, `
INSERT INTO alertas (valor, tipo, periodo, hits, baseline, ratio)
VALUES ($1, $2, CURRENT_DATE, $3, $4, $5)
ON CONFLICT (valor, tipo, periodo) DO NOTHING
`, valor, tipo, hits, baseline, ratio)
if err != nil {
log.Printf("alerts: insert failed for %s (%s): %v", valor, tipo, err)
continue
}
if n := res.RowsAffected(); n > 0 {
inserted++
}
}
return inserted, nil
}
// StartAlertScanner lanza una goroutine que revisa picos de actividad
// periódicamente (cada ALERTS_SCAN_INTERVAL_MIN, por defecto 120 min).
func StartAlertScanner() {
interval := 120
if v := os.Getenv("ALERTS_SCAN_INTERVAL_MIN"); v != "" {
if n, err := strconv.Atoi(v); err == nil && n > 0 {
interval = n
}
}
go func() {
time.Sleep(45 * time.Second)
for {
ctx, cancel := context.WithTimeout(context.Background(), 60*time.Second)
inserted, err := RunAlertScan(ctx)
cancel()
if err != nil {
log.Printf("alerts: scan error: %v", err)
} else {
log.Printf("alerts: scan finished, %d new alerts", inserted)
}
time.Sleep(time.Duration(interval) * time.Minute)
}
}()
}

View file

@ -1,9 +1,11 @@
package handlers
import (
"context"
"fmt"
"net/http"
"strconv"
"strings"
"time"
"github.com/gin-gonic/gin"
@ -484,3 +486,140 @@ func GetEntities(c *gin.Context) {
TotalPages: totalPages,
})
}
type MentionPoint struct {
Fecha string `json:"fecha"`
Count int `json:"count"`
}
type MentionSeries struct {
Valor string `json:"valor"`
Tipo string `json:"tipo"`
Count int `json:"count"`
Data []MentionPoint `json:"data"`
}
type MentionsResponse struct {
Days int `json:"days"`
Series []MentionSeries `json:"series"`
}
func GetEntityMentions(c *gin.Context) {
valuesRaw := c.DefaultQuery("values", "")
days := 30
if v := c.Query("days"); v != "" {
if d, err := strconv.Atoi(v); err == nil && d >= 1 && d <= 365 {
days = d
}
}
var values []string
for _, v := range strings.Split(valuesRaw, ",") {
v = strings.TrimSpace(v)
if v != "" {
values = append(values, v)
}
}
if len(values) == 0 {
c.JSON(http.StatusBadRequest, models.ErrorResponse{Error: "values is required (comma separated)"})
return
}
if len(values) > 20 {
c.JSON(http.StatusBadRequest, models.ErrorResponse{Error: "Too many values (max 20)"})
return
}
start := time.Now().AddDate(0, 0, -(days - 1)).Truncate(24 * time.Hour)
series := make([]MentionSeries, 0, len(values))
for _, valor := range values {
s, err := buildMentionSeries(c.Request.Context(), valor, days)
if err != nil {
c.JSON(http.StatusInternalServerError, models.ErrorResponse{Error: "Failed to get mentions", Message: err.Error()})
return
}
m := map[string]int{}
for _, p := range s.Data {
m[p.Fecha] = p.Count
}
data := make([]MentionPoint, 0, days)
for i := 0; i < days; i++ {
fecha := start.AddDate(0, 0, i).Format("2006-01-02")
data = append(data, MentionPoint{Fecha: fecha, Count: m[fecha]})
}
s.Data = data
s.Count = 0
for _, p := range s.Data {
s.Count += p.Count
}
if s.Tipo == "" {
s.Tipo = "desconocido"
}
series = append(series, *s)
}
c.JSON(http.StatusOK, MentionsResponse{Days: days, Series: series})
}
func buildMentionSeries(ctx context.Context, valor string, days int) (*MentionSeries, error) {
s := &MentionSeries{Valor: valor}
var tagIDs []int64
rows, err := db.GetPool().Query(ctx, `
SELECT DISTINCT t.id, t.tipo
FROM tags t
LEFT JOIN entity_aliases ea ON ea.tipo = t.tipo AND LOWER(ea.alias) = LOWER(t.valor)
WHERE LOWER(t.valor) = LOWER($1)
OR LOWER(COALESCE(ea.canonical_name, t.valor)) = LOWER($1)
`, valor)
if err != nil {
return nil, err
}
for rows.Next() {
var id int64
var tipo string
if err := rows.Scan(&id, &tipo); err != nil {
continue
}
tagIDs = append(tagIDs, id)
if s.Tipo == "" {
s.Tipo = tipo
}
}
rows.Close()
if len(tagIDs) == 0 {
s.Data = []MentionPoint{}
return s, nil
}
drows, err := db.GetPool().Query(ctx, `
SELECT n.fecha::date::text AS dia, COUNT(DISTINCT n.id) AS cnt
FROM tags_noticia tn
JOIN tags t ON tn.tag_id = t.id
JOIN traducciones tr ON tn.traduccion_id = tr.id
JOIN noticias n ON tr.noticia_id = n.id
WHERE t.id = ANY($1) AND n.fecha >= CURRENT_DATE - ($2::int - 1)
GROUP BY n.fecha::date
ORDER BY n.fecha::date
`, tagIDs, days)
if err != nil {
return nil, err
}
defer drows.Close()
for drows.Next() {
var fecha string
var cnt int
if err := drows.Scan(&fecha, &cnt); err != nil {
continue
}
s.Data = append(s.Data, MentionPoint{Fecha: fecha, Count: cnt})
}
if s.Data == nil {
s.Data = []MentionPoint{}
}
return s, nil
}