From 6930c63ca52605316004e9384f4f07f7ebf7e747 Mon Sep 17 00:00:00 2001
From: Tatiana Villa Ema <tatiana@tecnologia-facil.es>
Date: Fri, 24 Apr 2026 23:32:18 +0200
Subject: [PATCH] Automatizacion de tareas

---
 app.py                                  | 202 +++++++
 css/style.css                           | 269 +++++++++
 datos.js                                | 724 ++++++++++++++++++++++++
 escanear_productos.html                 |  90 +++
 generar_lista.py                        | 110 ++++
 importar_tickets_email.py               | 196 +++++++
 index.html                              | 302 ++++++----
 servidor/guardar_producto.php           |  40 ++
 tickets/20250424 Mercadona 166,83 €.pdf | Bin 0 -> 34828 bytes
 tickets/20250430 Mercadona 148,40 €.pdf | Bin 0 -> 34591 bytes
 10 files changed, 1838 insertions(+), 95 deletions(-)
 create mode 100644 app.py
 create mode 100644 css/style.css
 create mode 100644 datos.js
 create mode 100644 escanear_productos.html
 create mode 100644 generar_lista.py
 create mode 100644 importar_tickets_email.py
 create mode 100644 servidor/guardar_producto.php
 create mode 100644 tickets/20250424 Mercadona 166,83 €.pdf
 create mode 100644 tickets/20250430 Mercadona 148,40 €.pdf

diff --git a/app.py b/app.py
new file mode 100644
index 0000000..99da57d
--- /dev/null
+++ b/app.py
@@ -0,0 +1,202 @@
+"""
+app.py  —  Lista de la Compra Inteligente
+Flask app con autenticacion de sesion.
+
+Arrancar en desarrollo:
+    python app.py
+
+En produccion usa gunicorn detras de nginx:
+    gunicorn -w 2 -b 127.0.0.1:5000 app:app
+"""
+
+import os
+import json
+import subprocess
+import sys
+from pathlib import Path
+from functools import wraps
+from datetime import timedelta
+
+from flask import (
+    Flask, render_template, request, redirect,
+    url_for, session, jsonify, abort, send_from_directory
+)
+from werkzeug.security import generate_password_hash, check_password_hash
+
+# -----------------------------------------------------------------------
+# Configuracion
+# -----------------------------------------------------------------------
+BASE_DIR     = Path(__file__).parent
+DATOS_JSON   = BASE_DIR / "datos.json"
+USERS_FILE   = BASE_DIR / "users.json"
+TICKETS_DIR  = BASE_DIR / "tickets"
+
+app = Flask(__name__, template_folder="templates", static_folder="static")
+
+app.secret_key = os.environ.get("SECRET_KEY", "cambia-esto-en-produccion-!!!!")
+app.permanent_session_lifetime = timedelta(days=30)
+
+# -----------------------------------------------------------------------
+# Gestion de usuarios  (users.json — NO subir al repo)
+# -----------------------------------------------------------------------
+def cargar_usuarios():
+    if not USERS_FILE.exists():
+        return {}
+    with open(USERS_FILE, encoding="utf-8") as f:
+        return json.load(f)
+
+def guardar_usuarios(users):
+    with open(USERS_FILE, "w", encoding="utf-8") as f:
+        json.dump(users, f, indent=2, ensure_ascii=False)
+
+def inicializar_admin():
+    """Crea el usuario admin la primera vez si no existe users.json."""
+    if USERS_FILE.exists():
+        return
+    pwd = os.environ.get("ADMIN_PASSWORD", "cambia-esta-password")
+    users = {
+        "admin": {
+            "password_hash": generate_password_hash(pwd),
+            "nombre": "Admin"
+        }
+    }
+    guardar_usuarios(users)
+    print(f"[init] Usuario admin creado. Password: {pwd}")
+    print(f"[init] Cambialo en users.json o con ADMIN_PASSWORD en el entorno.")
+
+# -----------------------------------------------------------------------
+# Decorador de autenticacion
+# -----------------------------------------------------------------------
+def login_required(f):
+    @wraps(f)
+    def decorated(*args, **kwargs):
+        if not session.get("usuario"):
+            return redirect(url_for("login", next=request.path))
+        return f(*args, **kwargs)
+    return decorated
+
+# -----------------------------------------------------------------------
+# Rutas de autenticacion
+# -----------------------------------------------------------------------
+@app.route("/login", methods=["GET", "POST"])
+def login():
+    error = None
+    if request.method == "POST":
+        usuario  = request.form.get("usuario", "").strip().lower()
+        password = request.form.get("password", "")
+        users    = cargar_usuarios()
+        user     = users.get(usuario)
+        if user and check_password_hash(user["password_hash"], password):
+            session.permanent = True
+            session["usuario"] = usuario
+            session["nombre"]  = user.get("nombre", usuario)
+            next_url = request.form.get("next") or url_for("index")
+            return redirect(next_url)
+        error = "Usuario o contrasena incorrectos"
+    return render_template("login.html", error=error,
+                           next=request.args.get("next", ""))
+
+@app.route("/logout")
+def logout():
+    session.clear()
+    return redirect(url_for("login"))
+
+# -----------------------------------------------------------------------
+# Pagina principal
+# -----------------------------------------------------------------------
+@app.route("/")
+@login_required
+def index():
+    return render_template("index.html", nombre=session.get("nombre", ""))
+
+# -----------------------------------------------------------------------
+# API: datos de predicciones
+# -----------------------------------------------------------------------
+@app.route("/api/datos")
+@login_required
+def api_datos():
+    if not DATOS_JSON.exists():
+        return jsonify({"error": "datos.json no generado", "predicciones": []}), 404
+    with open(DATOS_JSON, encoding="utf-8") as f:
+        datos = json.load(f)
+    return jsonify(datos)
+
+# -----------------------------------------------------------------------
+# API: forzar regeneracion del pipeline
+# -----------------------------------------------------------------------
+@app.route("/api/regenerar", methods=["POST"])
+@login_required
+def api_regenerar():
+    try:
+        subprocess.run(
+            [sys.executable, str(BASE_DIR / "autocompra7.py")],
+            cwd=str(BASE_DIR), check=True, capture_output=True, timeout=120
+        )
+        subprocess.run(
+            [sys.executable, str(BASE_DIR / "generar_lista.py")],
+            cwd=str(BASE_DIR), check=True, capture_output=True, timeout=30
+        )
+        return jsonify({"ok": True, "mensaje": "Pipeline ejecutado correctamente"})
+    except subprocess.CalledProcessError as e:
+        return jsonify({"ok": False, "mensaje": str(e)}), 500
+    except subprocess.TimeoutExpired:
+        return jsonify({"ok": False, "mensaje": "Timeout al ejecutar el pipeline"}), 500
+
+# -----------------------------------------------------------------------
+# Archivos estaticos de tickets (solo autenticados)
+# -----------------------------------------------------------------------
+@app.route("/tickets/<path:filename>")
+@login_required
+def ticket_file(filename):
+    return send_from_directory(str(TICKETS_DIR), filename)
+
+# -----------------------------------------------------------------------
+# Gestion de usuarios (solo admin)
+# -----------------------------------------------------------------------
+@app.route("/admin/usuarios")
+@login_required
+def admin_usuarios():
+    if session.get("usuario") != "admin":
+        abort(403)
+    users = cargar_usuarios()
+    lista = [{"usuario": k, "nombre": v.get("nombre", k)} for k, v in users.items()]
+    return render_template("admin_usuarios.html", usuarios=lista)
+
+@app.route("/admin/usuarios/crear", methods=["POST"])
+@login_required
+def admin_crear_usuario():
+    if session.get("usuario") != "admin":
+        abort(403)
+    usuario  = request.form.get("usuario", "").strip().lower()
+    nombre   = request.form.get("nombre", "").strip()
+    password = request.form.get("password", "")
+    if not usuario or not password:
+        abort(400)
+    users = cargar_usuarios()
+    users[usuario] = {
+        "password_hash": generate_password_hash(password),
+        "nombre": nombre or usuario
+    }
+    guardar_usuarios(users)
+    return redirect(url_for("admin_usuarios"))
+
+@app.route("/admin/usuarios/eliminar", methods=["POST"])
+@login_required
+def admin_eliminar_usuario():
+    if session.get("usuario") != "admin":
+        abort(403)
+    usuario = request.form.get("usuario", "").strip().lower()
+    if usuario == "admin":
+        abort(400)
+    users = cargar_usuarios()
+    users.pop(usuario, None)
+    guardar_usuarios(users)
+    return redirect(url_for("admin_usuarios"))
+
+# -----------------------------------------------------------------------
+# Entry point
+# -----------------------------------------------------------------------
+if __name__ == "__main__":
+    inicializar_admin()
+    debug = os.environ.get("FLASK_DEBUG", "false").lower() == "true"
+    app.run(host="127.0.0.1", port=5000, debug=debug)
\ No newline at end of file
diff --git a/css/style.css b/css/style.css
new file mode 100644
index 0000000..30ebdc4
--- /dev/null
+++ b/css/style.css
@@ -0,0 +1,269 @@
+/* ============================================================
+   Lista de la Compra Inteligente — Dark Theme
+   ============================================================ */
+
+:root {
+  --bg:          #0d1117;
+  --bg-card:     #161b22;
+  --bg-hover:    #1c2128;
+  --bg-input:    #0d1117;
+  --border:      #30363d;
+  --text:        #e6edf3;
+  --text-muted:  #8b949e;
+  --primary:     #388bfd;
+  --primary-h:   #58a6ff;
+
+  /* badges */
+  --badge-sem-bg:  #3d2b1f;
+  --badge-sem-tx:  #f0883e;
+  --badge-qui-bg:  #2d2816;
+  --badge-qui-tx:  #d29922;
+  --badge-men-bg:  #162518;
+  --badge-men-tx:  #3fb950;
+  --badge-esp-bg:  #21262d;
+  --badge-esp-tx:  #8b949e;
+}
+
+*, *::before, *::after { box-sizing: border-box; }
+
+body {
+  font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', sans-serif;
+  max-width: 960px;
+  margin: 0 auto;
+  padding: 1rem;
+  background: var(--bg);
+  color: var(--text);
+  min-height: 100vh;
+}
+
+h1 { font-size: 1.6rem; margin: 0 0 .25rem; color: var(--text); }
+h2 {
+  font-size: .85rem;
+  margin: 1.5rem 0 .5rem;
+  color: var(--text-muted);
+  text-transform: uppercase;
+  letter-spacing: .08em;
+  font-weight: 600;
+}
+
+.subtitle { color: var(--text-muted); font-size: .85rem; margin-bottom: 1.5rem; }
+
+/* ---- Layout ---- */
+.layout {
+  display: grid;
+  grid-template-columns: 1fr 300px;
+  gap: 1.5rem;
+  align-items: start;
+}
+@media (max-width: 700px) {
+  .layout { grid-template-columns: 1fr; }
+}
+
+/* ---- Cards ---- */
+.card {
+  background: var(--bg-card);
+  border: 1px solid var(--border);
+  border-radius: 10px;
+  padding: 1rem 1.25rem;
+  margin-bottom: 1rem;
+}
+.card-header {
+  display: flex;
+  align-items: center;
+  gap: .5rem;
+  margin-bottom: .75rem;
+}
+.card-header strong { color: var(--text); font-size: .95rem; }
+
+/* ---- Badges ---- */
+.badge {
+  display: inline-block;
+  padding: .2rem .6rem;
+  border-radius: 20px;
+  font-size: .72rem;
+  font-weight: 600;
+}
+.badge-rojo    { background: var(--badge-sem-bg); color: var(--badge-sem-tx); }
+.badge-naranja { background: var(--badge-qui-bg); color: var(--badge-qui-tx); }
+.badge-verde   { background: var(--badge-men-bg); color: var(--badge-men-tx); }
+.badge-gris    { background: var(--badge-esp-bg); color: var(--badge-esp-tx); }
+
+/* ---- Producto item ---- */
+.prod-item {
+  display: flex;
+  align-items: center;
+  gap: .6rem;
+  padding: .45rem .25rem;
+  border-bottom: 1px solid var(--border);
+  cursor: pointer;
+  border-radius: 4px;
+  transition: background .1s;
+}
+.prod-item:last-child { border-bottom: none; }
+.prod-item:hover { background: var(--bg-hover); }
+.prod-item input[type="checkbox"] {
+  width: 15px;
+  height: 15px;
+  cursor: pointer;
+  flex-shrink: 0;
+  accent-color: var(--primary);
+}
+.prod-nombre { flex: 1; font-size: .92rem; color: var(--text); }
+.prod-nombre.tachado { text-decoration: line-through; color: var(--text-muted); }
+.prod-freq { font-size: .72rem; color: var(--text-muted); white-space: nowrap; }
+
+/* ---- Panel lateral ---- */
+.panel {
+  background: var(--bg-card);
+  border: 1px solid var(--border);
+  border-radius: 10px;
+  padding: 1rem 1.25rem;
+  position: sticky;
+  top: 1rem;
+}
+.panel h2 { margin-top: 0; }
+
+#listaGenerada {
+  width: 100%;
+  height: 220px;
+  font-size: .88rem;
+  background: var(--bg-input);
+  color: var(--text);
+  border: 1px solid var(--border);
+  border-radius: 6px;
+  padding: .6rem;
+  resize: vertical;
+  font-family: inherit;
+}
+#listaGenerada:focus { outline: none; border-color: var(--primary); }
+
+/* ---- Botones ---- */
+.btn {
+  display: inline-flex;
+  align-items: center;
+  gap: .35rem;
+  padding: .5rem 1rem;
+  border: none;
+  border-radius: 6px;
+  cursor: pointer;
+  font-size: .88rem;
+  font-weight: 500;
+  transition: background .15s;
+}
+.btn-primary { background: var(--primary); color: #fff; }
+.btn-primary:hover { background: var(--primary-h); }
+.btn-secondary {
+  background: #21262d;
+  color: var(--text);
+  border: 1px solid var(--border);
+  margin-left: .4rem;
+}
+.btn-secondary:hover { background: #30363d; }
+.btn-sm { padding: .3rem .7rem; font-size: .8rem; }
+
+/* ---- Toolbar ---- */
+.toolbar {
+  display: flex;
+  gap: .5rem;
+  flex-wrap: wrap;
+  margin-bottom: 1rem;
+}
+
+/* ---- Input añadir manual ---- */
+.add-row { display: flex; gap: .5rem; margin-top: .5rem; }
+.add-row input {
+  flex: 1;
+  padding: .42rem .7rem;
+  background: var(--bg-input);
+  color: var(--text);
+  border: 1px solid var(--border);
+  border-radius: 6px;
+  font-size: .88rem;
+}
+.add-row input:focus { outline: none; border-color: var(--primary); }
+
+/* ---- Sin datos ---- */
+.no-datos {
+  text-align: center;
+  padding: 2rem;
+  color: var(--text-muted);
+  background: var(--bg-card);
+  border: 1px solid var(--border);
+  border-radius: 10px;
+}
+.no-datos code {
+  display: block;
+  background: var(--bg);
+  color: var(--primary-h);
+  border: 1px solid var(--border);
+  padding: .5rem 1rem;
+  border-radius: 6px;
+  margin: .75rem auto;
+  width: fit-content;
+  font-size: .9rem;
+}
+
+/* ---- Drag & drop zona ticket ---- */
+.drop-zone {
+  border: 2px dashed var(--border);
+  border-radius: 8px;
+  padding: 1.2rem;
+  text-align: center;
+  color: var(--text-muted);
+  font-size: .85rem;
+  cursor: pointer;
+  transition: border-color .2s, background .2s;
+  margin-top: .5rem;
+  position: relative;
+}
+.drop-zone:hover,
+.drop-zone.drag-over {
+  border-color: var(--primary);
+  background: #0d2044;
+  color: var(--text);
+}
+.drop-zone input[type="file"] {
+  position: absolute;
+  inset: 0;
+  opacity: 0;
+  cursor: pointer;
+  width: 100%;
+  height: 100%;
+}
+.drop-zone-icon { font-size: 1.5rem; display: block; margin-bottom: .3rem; }
+
+#pdfTexto {
+  white-space: pre-wrap;
+  background: var(--bg);
+  color: var(--text-muted);
+  border: 1px solid var(--border);
+  padding: .75rem;
+  border-radius: 6px;
+  font-size: .78rem;
+  max-height: 250px;
+  overflow-y: auto;
+  display: none;
+  margin-top: .75rem;
+  font-family: 'Courier New', monospace;
+}
+
+/* ---- Count badge ---- */
+.count-badge {
+  background: var(--primary);
+  color: #fff;
+  border-radius: 50%;
+  width: 20px;
+  height: 20px;
+  display: inline-flex;
+  align-items: center;
+  justify-content: center;
+  font-size: .7rem;
+  font-weight: 700;
+  margin-left: .4rem;
+  vertical-align: middle;
+}
+
+/* ---- Scrollbar oscura ---- */
+::-webkit-scrollbar { width: 6px; }
+::-webkit-scrollbar-track { background: var(--bg); }
+::-webkit-scrollbar-thumb { background: var(--border); border-radius: 3px; }
\ No newline at end of file
diff --git a/datos.js b/datos.js
new file mode 100644
index 0000000..7cb150b
--- /dev/null
+++ b/datos.js
@@ -0,0 +1,724 @@
+// Generado el 24/04/2026 23:10 - 120 productos
+const GENERADO = "24/04/2026 23:10";
+const predicciones = [
+  {
+    "producto": "Champiñon Limpio Lam",
+    "fecha_estimada": "20/04/2025",
+    "dias_hasta": -369,
+    "frecuencia_dias": 4.9
+  },
+  {
+    "producto": "Q. Lonchas Light",
+    "fecha_estimada": "22/04/2025",
+    "dias_hasta": -367,
+    "frecuencia_dias": 6.0
+  },
+  {
+    "producto": "+Prot Pud Caramelo",
+    "fecha_estimada": "22/04/2025",
+    "dias_hasta": -367,
+    "frecuencia_dias": 6.9
+  },
+  {
+    "producto": "+Prot Natilla Vaini",
+    "fecha_estimada": "22/04/2025",
+    "dias_hasta": -367,
+    "frecuencia_dias": 6.9
+  },
+  {
+    "producto": "Girasoles Quesos",
+    "fecha_estimada": "23/04/2025",
+    "dias_hasta": -366,
+    "frecuencia_dias": 7.0
+  },
+  {
+    "producto": "Q. Lonchas Cremoso",
+    "fecha_estimada": "23/04/2025",
+    "dias_hasta": -366,
+    "frecuencia_dias": 7.0
+  },
+  {
+    "producto": "Frankfurt Viena Pavo",
+    "fecha_estimada": "23/04/2025",
+    "dias_hasta": -366,
+    "frecuencia_dias": 7.0
+  },
+  {
+    "producto": "Yogur Limon",
+    "fecha_estimada": "23/04/2025",
+    "dias_hasta": -366,
+    "frecuencia_dias": 7.0
+  },
+  {
+    "producto": "Griego Natural",
+    "fecha_estimada": "23/04/2025",
+    "dias_hasta": -366,
+    "frecuencia_dias": 7.0
+  },
+  {
+    "producto": "14 Estaciones",
+    "fecha_estimada": "23/04/2025",
+    "dias_hasta": -366,
+    "frecuencia_dias": 7.0
+  },
+  {
+    "producto": "+Prot Natilla Choco",
+    "fecha_estimada": "23/04/2025",
+    "dias_hasta": -366,
+    "frecuencia_dias": 7.0
+  },
+  {
+    "producto": "Fritada Pisto",
+    "fecha_estimada": "23/04/2025",
+    "dias_hasta": -366,
+    "frecuencia_dias": 7.0
+  },
+  {
+    "producto": "112 Huevos Camperos",
+    "fecha_estimada": "23/04/2025",
+    "dias_hasta": -366,
+    "frecuencia_dias": 7.5
+  },
+  {
+    "producto": "Cebolla Dulce",
+    "fecha_estimada": "24/04/2025",
+    "dias_hasta": -365,
+    "frecuencia_dias": 8.0
+  },
+  {
+    "producto": "Burger Espinacas",
+    "fecha_estimada": "24/04/2025",
+    "dias_hasta": -365,
+    "frecuencia_dias": 8.0
+  },
+  {
+    "producto": "Uva Roja S/S",
+    "fecha_estimada": "24/04/2025",
+    "dias_hasta": -365,
+    "frecuencia_dias": 8.0
+  },
+  {
+    "producto": "Pan M. 55% Centeno",
+    "fecha_estimada": "24/04/2025",
+    "dias_hasta": -365,
+    "frecuencia_dias": 8.7
+  },
+  {
+    "producto": "Griego Limón",
+    "fecha_estimada": "24/04/2025",
+    "dias_hasta": -365,
+    "frecuencia_dias": 8.8
+  },
+  {
+    "producto": "Queso Cheddar Loncha",
+    "fecha_estimada": "24/04/2025",
+    "dias_hasta": -365,
+    "frecuencia_dias": 8.9
+  },
+  {
+    "producto": "Pan M 35% Avena",
+    "fecha_estimada": "24/04/2025",
+    "dias_hasta": -365,
+    "frecuencia_dias": 8.9
+  },
+  {
+    "producto": "Cebolla Tubo",
+    "fecha_estimada": "25/04/2025",
+    "dias_hasta": -364,
+    "frecuencia_dias": 9.0
+  },
+  {
+    "producto": "Zumo Fresco 1/2 L",
+    "fecha_estimada": "25/04/2025",
+    "dias_hasta": -364,
+    "frecuencia_dias": 9.7
+  },
+  {
+    "producto": "Q Rallado Fundir",
+    "fecha_estimada": "26/04/2025",
+    "dias_hasta": -363,
+    "frecuencia_dias": 10.0
+  },
+  {
+    "producto": "Hummus Clasico",
+    "fecha_estimada": "26/04/2025",
+    "dias_hasta": -363,
+    "frecuencia_dias": 10.2
+  },
+  {
+    "producto": "Rebuenas",
+    "fecha_estimada": "26/04/2025",
+    "dias_hasta": -363,
+    "frecuencia_dias": 10.4
+  },
+  {
+    "producto": "Mantequilla Past.Con",
+    "fecha_estimada": "26/04/2025",
+    "dias_hasta": -363,
+    "frecuencia_dias": 10.5
+  },
+  {
+    "producto": "Café Cleche D.Gusto",
+    "fecha_estimada": "26/04/2025",
+    "dias_hasta": -363,
+    "frecuencia_dias": 10.9
+  },
+  {
+    "producto": "Yogur Sabor Coco",
+    "fecha_estimada": "26/04/2025",
+    "dias_hasta": -363,
+    "frecuencia_dias": 10.9
+  },
+  {
+    "producto": "Tortilla Pat C/Ceb",
+    "fecha_estimada": "27/04/2025",
+    "dias_hasta": -362,
+    "frecuencia_dias": 11.2
+  },
+  {
+    "producto": "Patata Roja",
+    "fecha_estimada": "27/04/2025",
+    "dias_hasta": -362,
+    "frecuencia_dias": 11.9
+  },
+  {
+    "producto": "Zanahoria Bolsa",
+    "fecha_estimada": "28/04/2025",
+    "dias_hasta": -361,
+    "frecuencia_dias": 12.0
+  },
+  {
+    "producto": "Queso Vaca Havarti",
+    "fecha_estimada": "28/04/2025",
+    "dias_hasta": -361,
+    "frecuencia_dias": 12.2
+  },
+  {
+    "producto": "Croissant Rell Cacao",
+    "fecha_estimada": "28/04/2025",
+    "dias_hasta": -361,
+    "frecuencia_dias": 12.4
+  },
+  {
+    "producto": "Lenteja",
+    "fecha_estimada": "29/04/2025",
+    "dias_hasta": -360,
+    "frecuencia_dias": 13.0
+  },
+  {
+    "producto": "Choc 85% Cacao",
+    "fecha_estimada": "29/04/2025",
+    "dias_hasta": -360,
+    "frecuencia_dias": 13.5
+  },
+  {
+    "producto": "Limpiador Dentadura",
+    "fecha_estimada": "29/04/2025",
+    "dias_hasta": -360,
+    "frecuencia_dias": 13.5
+  },
+  {
+    "producto": "Seta Laminada",
+    "fecha_estimada": "29/04/2025",
+    "dias_hasta": -360,
+    "frecuencia_dias": 13.8
+  },
+  {
+    "producto": "Tom. Receta Artesana",
+    "fecha_estimada": "29/04/2025",
+    "dias_hasta": -360,
+    "frecuencia_dias": 13.9
+  },
+  {
+    "producto": "Queso Cottage",
+    "fecha_estimada": "30/04/2025",
+    "dias_hasta": -359,
+    "frecuencia_dias": 14.0
+  },
+  {
+    "producto": "Judia Redonda 500 G",
+    "fecha_estimada": "30/04/2025",
+    "dias_hasta": -359,
+    "frecuencia_dias": 14.0
+  },
+  {
+    "producto": "Tiburon",
+    "fecha_estimada": "30/04/2025",
+    "dias_hasta": -359,
+    "frecuencia_dias": 14.0
+  },
+  {
+    "producto": "Digestive Avena Choc",
+    "fecha_estimada": "30/04/2025",
+    "dias_hasta": -359,
+    "frecuencia_dias": 14.0
+  },
+  {
+    "producto": "Papel Higienico 4 Ca",
+    "fecha_estimada": "30/04/2025",
+    "dias_hasta": -359,
+    "frecuencia_dias": 14.5
+  },
+  {
+    "producto": "Leche Semi P6",
+    "fecha_estimada": "30/04/2025",
+    "dias_hasta": -359,
+    "frecuencia_dias": 14.9
+  },
+  {
+    "producto": "Caldo Verduras 12 P.",
+    "fecha_estimada": "01/05/2025",
+    "dias_hasta": -358,
+    "frecuencia_dias": 15.0
+  },
+  {
+    "producto": "Choco Gotas Fundir",
+    "fecha_estimada": "01/05/2025",
+    "dias_hasta": -358,
+    "frecuencia_dias": 15.0
+  },
+  {
+    "producto": "16 Huevos Camperos",
+    "fecha_estimada": "01/05/2025",
+    "dias_hasta": -358,
+    "frecuencia_dias": 15.0
+  },
+  {
+    "producto": "Gall Digestive",
+    "fecha_estimada": "01/05/2025",
+    "dias_hasta": -358,
+    "frecuencia_dias": 15.5
+  },
+  {
+    "producto": "Nuez Natural",
+    "fecha_estimada": "01/05/2025",
+    "dias_hasta": -358,
+    "frecuencia_dias": 15.7
+  },
+  {
+    "producto": "Judía Plana 750 Gr",
+    "fecha_estimada": "02/05/2025",
+    "dias_hasta": -357,
+    "frecuencia_dias": 16.0
+  },
+  {
+    "producto": "Calabaza Trozos",
+    "fecha_estimada": "02/05/2025",
+    "dias_hasta": -357,
+    "frecuencia_dias": 16.3
+  },
+  {
+    "producto": "Cafe Molido Natural",
+    "fecha_estimada": "02/05/2025",
+    "dias_hasta": -357,
+    "frecuencia_dias": 16.6
+  },
+  {
+    "producto": "Cuidacol Natural",
+    "fecha_estimada": "03/05/2025",
+    "dias_hasta": -356,
+    "frecuencia_dias": 17.0
+  },
+  {
+    "producto": "Solomillo Añojo",
+    "fecha_estimada": "03/05/2025",
+    "dias_hasta": -356,
+    "frecuencia_dias": 17.5
+  },
+  {
+    "producto": "Esp Verde Fino",
+    "fecha_estimada": "04/05/2025",
+    "dias_hasta": -355,
+    "frecuencia_dias": 18.0
+  },
+  {
+    "producto": "Zanahoria 500 G",
+    "fecha_estimada": "04/05/2025",
+    "dias_hasta": -355,
+    "frecuencia_dias": 18.2
+  },
+  {
+    "producto": "Tofu",
+    "fecha_estimada": "04/05/2025",
+    "dias_hasta": -355,
+    "frecuencia_dias": 18.3
+  },
+  {
+    "producto": "Mandarina 2 Kg",
+    "fecha_estimada": "05/05/2025",
+    "dias_hasta": -354,
+    "frecuencia_dias": 19.4
+  },
+  {
+    "producto": "Crema Tex-Mex",
+    "fecha_estimada": "06/05/2025",
+    "dias_hasta": -353,
+    "frecuencia_dias": 20.8
+  },
+  {
+    "producto": "Pan De Pueblo",
+    "fecha_estimada": "07/05/2025",
+    "dias_hasta": -352,
+    "frecuencia_dias": 21.0
+  },
+  {
+    "producto": "Mozzarella Fresca",
+    "fecha_estimada": "07/05/2025",
+    "dias_hasta": -352,
+    "frecuencia_dias": 21.0
+  },
+  {
+    "producto": "Burger Berenjena",
+    "fecha_estimada": "07/05/2025",
+    "dias_hasta": -352,
+    "frecuencia_dias": 21.0
+  },
+  {
+    "producto": "Pan 12 Cereal/Semill",
+    "fecha_estimada": "07/05/2025",
+    "dias_hasta": -352,
+    "frecuencia_dias": 21.0
+  },
+  {
+    "producto": "Plátano Manzana 120G",
+    "fecha_estimada": "08/05/2025",
+    "dias_hasta": -351,
+    "frecuencia_dias": 22.0
+  },
+  {
+    "producto": "Fresa Arándanos Aven",
+    "fecha_estimada": "08/05/2025",
+    "dias_hasta": -351,
+    "frecuencia_dias": 22.0
+  },
+  {
+    "producto": "Fresa Platano 120G",
+    "fecha_estimada": "08/05/2025",
+    "dias_hasta": -351,
+    "frecuencia_dias": 22.0
+  },
+  {
+    "producto": "Mezcla 4 Quesos",
+    "fecha_estimada": "08/05/2025",
+    "dias_hasta": -351,
+    "frecuencia_dias": 22.7
+  },
+  {
+    "producto": "Pistacho Tost 0% Sal",
+    "fecha_estimada": "09/05/2025",
+    "dias_hasta": -350,
+    "frecuencia_dias": 23.3
+  },
+  {
+    "producto": "Gall Digestive Avena",
+    "fecha_estimada": "10/05/2025",
+    "dias_hasta": -349,
+    "frecuencia_dias": 24.0
+  },
+  {
+    "producto": "Pan Campeon Mundo",
+    "fecha_estimada": "10/05/2025",
+    "dias_hasta": -349,
+    "frecuencia_dias": 24.2
+  },
+  {
+    "producto": "Q Mitad Semi",
+    "fecha_estimada": "10/05/2025",
+    "dias_hasta": -349,
+    "frecuencia_dias": 24.5
+  },
+  {
+    "producto": "Margarina Con Sal",
+    "fecha_estimada": "10/05/2025",
+    "dias_hasta": -349,
+    "frecuencia_dias": 24.5
+  },
+  {
+    "producto": "Pan Moño",
+    "fecha_estimada": "11/05/2025",
+    "dias_hasta": -348,
+    "frecuencia_dias": 25.0
+  },
+  {
+    "producto": "Ajo Seco 250 G",
+    "fecha_estimada": "11/05/2025",
+    "dias_hasta": -348,
+    "frecuencia_dias": 25.7
+  },
+  {
+    "producto": "Soja Con Chocolate",
+    "fecha_estimada": "13/05/2025",
+    "dias_hasta": -346,
+    "frecuencia_dias": 27.0
+  },
+  {
+    "producto": "Gall Digestive Choco",
+    "fecha_estimada": "13/05/2025",
+    "dias_hasta": -346,
+    "frecuencia_dias": 27.5
+  },
+  {
+    "producto": "Dátil Sin Hueso",
+    "fecha_estimada": "13/05/2025",
+    "dias_hasta": -346,
+    "frecuencia_dias": 27.5
+  },
+  {
+    "producto": "Leche Semi Calcio",
+    "fecha_estimada": "14/05/2025",
+    "dias_hasta": -345,
+    "frecuencia_dias": 28.0
+  },
+  {
+    "producto": "Uva Blanca S/Sem",
+    "fecha_estimada": "14/05/2025",
+    "dias_hasta": -345,
+    "frecuencia_dias": 28.0
+  },
+  {
+    "producto": "+ Proteínas Flan",
+    "fecha_estimada": "14/05/2025",
+    "dias_hasta": -345,
+    "frecuencia_dias": 28.0
+  },
+  {
+    "producto": "Cebolla Roja",
+    "fecha_estimada": "14/05/2025",
+    "dias_hasta": -345,
+    "frecuencia_dias": 28.0
+  },
+  {
+    "producto": "Atun Claro Natural",
+    "fecha_estimada": "14/05/2025",
+    "dias_hasta": -345,
+    "frecuencia_dias": 28.0
+  },
+  {
+    "producto": "Mermelada Fresa",
+    "fecha_estimada": "14/05/2025",
+    "dias_hasta": -345,
+    "frecuencia_dias": 28.0
+  },
+  {
+    "producto": "Queso Emmental Taco",
+    "fecha_estimada": "14/05/2025",
+    "dias_hasta": -345,
+    "frecuencia_dias": 28.7
+  },
+  {
+    "producto": "Levadura Panaderia",
+    "fecha_estimada": "15/05/2025",
+    "dias_hasta": -344,
+    "frecuencia_dias": 29.0
+  },
+  {
+    "producto": "Seta Bandeja",
+    "fecha_estimada": "15/05/2025",
+    "dias_hasta": -344,
+    "frecuencia_dias": 29.0
+  },
+  {
+    "producto": "Arroz Sos",
+    "fecha_estimada": "16/05/2025",
+    "dias_hasta": -343,
+    "frecuencia_dias": 30.3
+  },
+  {
+    "producto": "Hogaza Centeno 50%",
+    "fecha_estimada": "17/05/2025",
+    "dias_hasta": -342,
+    "frecuencia_dias": 31.0
+  },
+  {
+    "producto": "Nata Para Cocinar",
+    "fecha_estimada": "19/05/2025",
+    "dias_hasta": -340,
+    "frecuencia_dias": 33.0
+  },
+  {
+    "producto": "Crema 100% Cacahuete",
+    "fecha_estimada": "19/05/2025",
+    "dias_hasta": -340,
+    "frecuencia_dias": 33.0
+  },
+  {
+    "producto": "Salsa De Soja Salada",
+    "fecha_estimada": "20/05/2025",
+    "dias_hasta": -339,
+    "frecuencia_dias": 34.0
+  },
+  {
+    "producto": "Tortillas Mexicanas",
+    "fecha_estimada": "20/05/2025",
+    "dias_hasta": -339,
+    "frecuencia_dias": 34.0
+  },
+  {
+    "producto": "P. Pav Red. Sal Bipa",
+    "fecha_estimada": "21/05/2025",
+    "dias_hasta": -338,
+    "frecuencia_dias": 35.0
+  },
+  {
+    "producto": "Fresh 0%Alcohol Enj.",
+    "fecha_estimada": "21/05/2025",
+    "dias_hasta": -338,
+    "frecuencia_dias": 35.0
+  },
+  {
+    "producto": "Pañuelo Locion",
+    "fecha_estimada": "21/05/2025",
+    "dias_hasta": -338,
+    "frecuencia_dias": 35.0
+  },
+  {
+    "producto": "Cebolla 2 Kg",
+    "fecha_estimada": "21/05/2025",
+    "dias_hasta": -338,
+    "frecuencia_dias": 35.0
+  },
+  {
+    "producto": "Ravioli Req.Espinaca",
+    "fecha_estimada": "21/05/2025",
+    "dias_hasta": -338,
+    "frecuencia_dias": 35.0
+  },
+  {
+    "producto": "Macarron",
+    "fecha_estimada": "24/05/2025",
+    "dias_hasta": -335,
+    "frecuencia_dias": 38.5
+  },
+  {
+    "producto": "Caramelo Eucaliptus",
+    "fecha_estimada": "24/05/2025",
+    "dias_hasta": -335,
+    "frecuencia_dias": 38.5
+  },
+  {
+    "producto": "Croissant",
+    "fecha_estimada": "27/05/2025",
+    "dias_hasta": -332,
+    "frecuencia_dias": 41.0
+  },
+  {
+    "producto": "Miel De Flores Kg",
+    "fecha_estimada": "28/05/2025",
+    "dias_hasta": -331,
+    "frecuencia_dias": 42.0
+  },
+  {
+    "producto": "Azúcar Moreno 1Kg",
+    "fecha_estimada": "28/05/2025",
+    "dias_hasta": -331,
+    "frecuencia_dias": 42.0
+  },
+  {
+    "producto": "Medialunas Calabaza",
+    "fecha_estimada": "28/05/2025",
+    "dias_hasta": -331,
+    "frecuencia_dias": 42.0
+  },
+  {
+    "producto": "Batido Cacao Energy",
+    "fecha_estimada": "28/05/2025",
+    "dias_hasta": -331,
+    "frecuencia_dias": 42.0
+  },
+  {
+    "producto": "Azucar",
+    "fecha_estimada": "28/05/2025",
+    "dias_hasta": -331,
+    "frecuencia_dias": 42.0
+  },
+  {
+    "producto": "Cacao Puro 0%",
+    "fecha_estimada": "10/06/2025",
+    "dias_hasta": -318,
+    "frecuencia_dias": 55.0
+  },
+  {
+    "producto": "Espinaca Picada",
+    "fecha_estimada": "11/06/2025",
+    "dias_hasta": -317,
+    "frecuencia_dias": 56.0
+  },
+  {
+    "producto": "Pan Sem Y P Calabaza",
+    "fecha_estimada": "11/06/2025",
+    "dias_hasta": -317,
+    "frecuencia_dias": 56.0
+  },
+  {
+    "producto": "11 Corazon Romana",
+    "fecha_estimada": "17/06/2025",
+    "dias_hasta": -311,
+    "frecuencia_dias": 62.0
+  },
+  {
+    "producto": "Caramelos Lima 0%",
+    "fecha_estimada": "17/06/2025",
+    "dias_hasta": -311,
+    "frecuencia_dias": 62.0
+  },
+  {
+    "producto": "Pan Tostado Clasico",
+    "fecha_estimada": "17/06/2025",
+    "dias_hasta": -311,
+    "frecuencia_dias": 62.0
+  },
+  {
+    "producto": "Galleta Canela",
+    "fecha_estimada": "24/06/2025",
+    "dias_hasta": -304,
+    "frecuencia_dias": 69.0
+  },
+  {
+    "producto": "Spaghetti",
+    "fecha_estimada": "25/06/2025",
+    "dias_hasta": -303,
+    "frecuencia_dias": 70.0
+  },
+  {
+    "producto": "Salsa Fresca Quesos",
+    "fecha_estimada": "25/06/2025",
+    "dias_hasta": -303,
+    "frecuencia_dias": 70.0
+  },
+  {
+    "producto": "Vela Te Chai",
+    "fecha_estimada": "01/07/2025",
+    "dias_hasta": -297,
+    "frecuencia_dias": 76.0
+  },
+  {
+    "producto": "Champu Extra Suave",
+    "fecha_estimada": "01/07/2025",
+    "dias_hasta": -297,
+    "frecuencia_dias": 76.0
+  },
+  {
+    "producto": "Grana Padano Escamas",
+    "fecha_estimada": "08/07/2025",
+    "dias_hasta": -290,
+    "frecuencia_dias": 83.0
+  },
+  {
+    "producto": "Coca-Cola 12 Latas",
+    "fecha_estimada": "09/07/2025",
+    "dias_hasta": -289,
+    "frecuencia_dias": 84.0
+  },
+  {
+    "producto": "Vaselina Aroma Framb",
+    "fecha_estimada": "09/07/2025",
+    "dias_hasta": -289,
+    "frecuencia_dias": 84.0
+  },
+  {
+    "producto": "Nidos Al Huevo",
+    "fecha_estimada": "22/07/2025",
+    "dias_hasta": -276,
+    "frecuencia_dias": 97.0
+  }
+];
diff --git a/escanear_productos.html b/escanear_productos.html
new file mode 100644
index 0000000..418787f
--- /dev/null
+++ b/escanear_productos.html
@@ -0,0 +1,90 @@
+<!DOCTYPE html>
+<html lang="es">
+<head>
+  <meta charset="UTF-8">
+  <meta name="viewport" content="width=device-width, initial-scale=1.0">
+  <title>Escáner de Productos</title>
+  <script src="https://unpkg.com/@zxing/browser@latest"></script>
+  <style>
+    body { font-family: sans-serif; padding: 20px; }
+    input, button, select { display: block; margin: 10px 0; padding: 8px; width: 100%; }
+    video { width: 100%; border: 1px solid #ccc; border-radius: 8px; margin-bottom: 15px; }
+  </style>
+</head>
+<body>
+  <h1>Escanear Producto</h1>
+
+  <video id="video"></video>
+  <button onclick="startScanner()">Iniciar escáner</button>
+
+  <form id="productoForm" onsubmit="guardarProducto(event)">
+    <label for="codigo">Código de barras</label>
+    <input type="text" id="codigo" name="codigo" readonly required>
+
+    <label for="nombre">Nombre del producto</label>
+    <input type="text" id="nombre" name="nombre" required>
+
+    <label for="categoria">Categoría</label>
+    <input type="text" id="categoria" name="categoria">
+
+    <label for="precio">Precio</label>
+    <input type="number" step="0.01" id="precio" name="precio">
+
+    <label for="supermercado">Supermercado habitual</label>
+    <input type="text" id="supermercado" name="supermercado">
+
+    <button type="submit">Guardar</button>
+  </form>
+
+  <script>
+    let selectedDeviceId;
+    const codeReader = new ZXing.BrowserBarcodeReader();
+
+    async function startScanner() {
+      try {
+        const devices = await codeReader.getVideoInputDevices();
+        selectedDeviceId = devices[0].deviceId;
+        codeReader.decodeFromVideoDevice(selectedDeviceId, 'video', (result, err) => {
+          if (result) {
+            document.getElementById('codigo').value = result.text;
+            codeReader.reset(); // Detener escaneo tras encontrar uno
+          }
+        });
+      } catch (e) {
+        console.error(e);
+      }
+    }
+
+    function guardarProducto(e) {
+      e.preventDefault();
+      const datos = {
+        codigo: document.getElementById('codigo').value,
+        nombre: document.getElementById('nombre').value,
+        categoria: document.getElementById('categoria').value,
+        precio: document.getElementById('precio').value,
+        supermercado: document.getElementById('supermercado').value
+      };
+      console.log('Producto guardado:', datos);
+      alert('Producto guardado (simulado). Puedes enviar estos datos por POST al servidor.');
+
+// Aquí puedes hacer el fetch o POST a tu servidor:
+fetch('https://tecnologia-facil.es/apis/guardar_producto.php', {
+  method: 'POST',
+  headers: { 'Content-Type': 'application/json' },
+  body: JSON.stringify(datos)
+})
+.then(res => res.json())
+.then(data => {
+  if (data.success) {
+    alert('✅ Producto guardado con ID: ' + data.id);
+    form.reset();
+  } else {
+    alert('❌ Error al guardar: ' + data.error);
+  }
+});
+
+      document.getElementById('productoForm').reset();
+    }
+  </script>
+</body>
+</html>
\ No newline at end of file
diff --git a/generar_lista.py b/generar_lista.py
new file mode 100644
index 0000000..f68c4c6
--- /dev/null
+++ b/generar_lista.py
@@ -0,0 +1,110 @@
+"""
+generar_lista.py
+Genera datos.js con predicciones de compra limpias a partir de lista_compra_estimado.csv
+Uso: python generar_lista.py
+"""
+import pandas as pd
+import json
+import re
+from datetime import datetime
+
+# ---------------------------------------------------------------------------
+# Filtros de basura (líneas del ticket que no son productos)
+# ---------------------------------------------------------------------------
+BAD_PATTERNS = [
+    r'^\s*%',
+    r'tarjeta',
+    r'^total(\s|$|\s*\()',
+    r'€/kg',
+    r'\d+,\d+\s*kg',
+    r'^n\.c',
+    r'^aut[\s\d]',
+    r'verificado',
+    r'visa',
+    r'bancaria',
+    r'devoluciones',
+    r'mastercard',
+    r'importe',
+    r'^iva\s',
+    r'^cuota\s',
+    r'^\d+,\d+\s*€',   # líneas de precio suelto
+    r'^\d{1,3}\s*€',   # líneas tipo "15 €"
+]
+
+def es_basura(nombre):
+    n = nombre.lower().strip()
+    if not n or len(n) < 3:
+        return True
+    return any(re.search(p, n) for p in BAD_PATTERNS)
+
+def limpiar_nombre(nombre):
+    nombre = nombre.strip()
+    # Quitar el "1" pegado al inicio del nombre que viene de la cantidad en el ticket
+    # "1Yogur Limon" → "Yogur Limon"  |  "1+Prot Pud" → "+Prot Pud"
+    # Pero "16 Huevos Camperos" → "16 Huevos Camperos" (es un pack de 16 huevos)
+    nombre = re.sub(r'^1([A-ZÁÉÍÓÚÑ+a-záéíóúñ])', r'\1', nombre)
+    return nombre.strip()
+
+# ---------------------------------------------------------------------------
+# Cargar datos
+# ---------------------------------------------------------------------------
+try:
+    # Intentar UTF-8 primero, si falla usar cp1252 (Windows)
+    try:
+        df = pd.read_csv('lista_compra_estimado.csv', encoding='utf-8')
+    except UnicodeDecodeError:
+        df = pd.read_csv('lista_compra_estimado.csv', encoding='cp1252')
+except FileNotFoundError:
+    print("❌ No se encontró lista_compra_estimado.csv")
+    print("   Ejecuta primero: python autocompra5.py  (o autocompra7.py)")
+    exit(1)
+
+print(f"   Productos en CSV: {len(df)}")
+
+# Filtrar basura
+df = df[~df['producto'].apply(es_basura)].copy()
+print(f"   Después de filtrar basura: {len(df)}")
+
+# Limpiar nombres
+df['nombre'] = df['producto'].apply(limpiar_nombre)
+
+# Parsear fechas estimadas
+df['fecha'] = pd.to_datetime(df['fecha_estimada_proxima_compra'], format='%d/%m/%Y', errors='coerce')
+df = df.dropna(subset=['fecha', 'diferencia_dias'])
+# Excluir productos sin frecuencia real (frecuencia = 0 significa comprado una sola vez)
+df = df[df['diferencia_dias'] > 0]
+
+# Eliminar duplicados (mismo nombre → quedarse con el de menor frecuencia, más fiable)
+df = df.sort_values('diferencia_dias')
+df = df.drop_duplicates(subset='nombre', keep='first')
+
+# Calcular días hasta la próxima compra desde HOY
+hoy = pd.Timestamp(datetime.now().date())
+df['dias_hasta'] = (df['fecha'] - hoy).dt.days
+
+# Ordenar: primero los más frecuentes (más urgentes a recoger), luego por fecha estimada
+df = df.sort_values(['diferencia_dias', 'dias_hasta'])
+
+# ---------------------------------------------------------------------------
+# Construir JSON de salida
+# ---------------------------------------------------------------------------
+resultado = []
+for _, row in df.iterrows():
+    resultado.append({
+        'producto':        row['nombre'],
+        'fecha_estimada':  row['fecha_estimada_proxima_compra'],
+        'dias_hasta':      int(row['dias_hasta']),
+        'frecuencia_dias': round(float(row['diferencia_dias']), 1),
+    })
+
+# Escribir datos.js (cargable como <script src> sin servidor HTTP)
+ts = datetime.now().strftime('%d/%m/%Y %H:%M')
+with open('datos.js', 'w', encoding='utf-8') as f:
+    f.write('// Generado el ' + ts + ' - ' + str(len(resultado)) + ' productos\n')
+    f.write('const GENERADO = "' + ts + '";\n')
+    f.write('const predicciones = ')
+    json.dump(resultado, f, ensure_ascii=False, indent=2)
+    f.write(';\n')
+
+print(f"✓ {len(resultado)} predicciones escritas en datos.js")
+print(f"  Abre index.html en el navegador para ver la lista.")
diff --git a/importar_tickets_email.py b/importar_tickets_email.py
new file mode 100644
index 0000000..ad610dc
--- /dev/null
+++ b/importar_tickets_email.py
@@ -0,0 +1,196 @@
+"""
+importar_tickets_email.py
+-------------------------
+Descarga los tickets PDF de Mercadona desde el correo (IMAP)
+y los guarda en la carpeta tickets/ para ser procesados.
+
+Uso:
+    python importar_tickets_email.py
+
+Configuracion en config.ini (se crea automaticamente la primera vez).
+
+Para Gmail necesitas una "contrasena de aplicacion":
+  Cuenta Google -> Seguridad -> Verificacion en dos pasos ->
+  Contrasenas de aplicacion -> Otra -> copiar los 16 caracteres.
+"""
+
+import imaplib
+import email
+import os
+import configparser
+import sys
+import subprocess
+from pathlib import Path
+from datetime import datetime
+from email.header import decode_header
+
+# -----------------------------------------------------------------------
+# Rutas
+# -----------------------------------------------------------------------
+BASE_DIR   = Path(__file__).parent
+TICKETS_DIR = BASE_DIR / "tickets"
+CONFIG_FILE = BASE_DIR / "config.ini"
+
+TICKETS_DIR.mkdir(exist_ok=True)
+
+# -----------------------------------------------------------------------
+# Configuracion
+# -----------------------------------------------------------------------
+DEFAULTS = {
+    "imap_host":   "imap.gmail.com",
+    "imap_port":   "993",
+    "correo":      "",
+    "password":    "",
+    "remitente":   "noreply@mercadona.es",
+    "solo_nuevos": "true",
+    "ejecutar_pipeline": "false",
+}
+
+def leer_config():
+    cfg = configparser.ConfigParser()
+    if CONFIG_FILE.exists():
+        cfg.read(CONFIG_FILE, encoding="utf-8")
+    if "email" not in cfg:
+        cfg["email"] = {}
+    for k, v in DEFAULTS.items():
+        cfg["email"].setdefault(k, v)
+    return cfg
+
+def guardar_config(cfg):
+    with open(CONFIG_FILE, "w", encoding="utf-8") as f:
+        cfg.write(f)
+
+def pedir_config():
+    """Solicita los datos de acceso si no estan configurados."""
+    cfg = leer_config()
+    sec = cfg["email"]
+
+    if not sec["correo"] or not sec["password"]:
+        print("=== Configuracion inicial ===")
+        print("Necesito los datos de acceso al correo.")
+        print("Para Gmail usa una contrasena de aplicacion (no tu contrasena normal).")
+        print("https://myaccount.google.com/apppasswords\n")
+
+        correo = input("Correo electronico: ").strip()
+        pwd    = input("Contrasena (o contrasena de aplicacion): ").strip()
+        host   = input(f"Servidor IMAP [{sec['imap_host']}]: ").strip() or sec["imap_host"]
+
+        sec["correo"]    = correo
+        sec["password"]  = pwd
+        sec["imap_host"] = host
+        guardar_config(cfg)
+        print(f"\nConfiguracion guardada en {CONFIG_FILE}\n")
+
+    return cfg
+
+# -----------------------------------------------------------------------
+# Decodificacion de nombres de archivo
+# -----------------------------------------------------------------------
+def decodificar_nombre(nombre_raw):
+    if not nombre_raw:
+        return None
+    partes = decode_header(nombre_raw)
+    nombre = ""
+    for chunk, enc in partes:
+        if isinstance(chunk, bytes):
+            nombre += chunk.decode(enc or "utf-8", errors="replace")
+        else:
+            nombre += chunk
+    return nombre.strip()
+
+# -----------------------------------------------------------------------
+# Descarga de tickets
+# -----------------------------------------------------------------------
+def descargar_tickets():
+    cfg = pedir_config()
+    sec = cfg["email"]
+
+    host      = sec["imap_host"]
+    port      = int(sec["imap_port"])
+    correo    = sec["correo"]
+    password  = sec["password"]
+    remitente = sec["remitente"]
+    solo_nuevos     = sec["solo_nuevos"].lower() == "true"
+    ejecutar_pipeline = sec["ejecutar_pipeline"].lower() == "true"
+
+    print(f"Conectando a {host}:{port} como {correo}...")
+
+    try:
+        conn = imaplib.IMAP4_SSL(host, port)
+        conn.login(correo, password)
+    except imaplib.IMAP4.error as e:
+        print(f"Error de autenticacion: {e}")
+        print("Comprueba el correo y la contrasena en config.ini")
+        sys.exit(1)
+
+    conn.select("INBOX")
+
+    criterio = f'(FROM "{remitente}")'
+    if solo_nuevos:
+        criterio = f'(UNSEEN FROM "{remitente}")'
+
+    _, ids = conn.search(None, criterio)
+    ids = ids[0].split()
+
+    if not ids:
+        print("No hay tickets nuevos de Mercadona.")
+        conn.logout()
+        return 0
+
+    print(f"Encontrados {len(ids)} correo(s) de Mercadona.")
+    descargados = 0
+
+    for uid in ids:
+        _, data = conn.fetch(uid, "(RFC822)")
+        msg = email.message_from_bytes(data[0][1])
+
+        # Fecha del correo para nombre de archivo
+        fecha_str = msg.get("Date", "")
+        try:
+            fecha_dt = email.utils.parsedate_to_datetime(fecha_str)
+            fecha_fmt = fecha_dt.strftime("%Y%m%d")
+        except Exception:
+            fecha_fmt = datetime.now().strftime("%Y%m%d")
+
+        adjuntos_guardados = 0
+        for part in msg.walk():
+            if part.get_content_type() == "application/pdf":
+                nombre_orig = decodificar_nombre(part.get_filename())
+                if not nombre_orig:
+                    nombre_orig = f"ticket_{fecha_fmt}_{uid.decode()}.pdf"
+
+                # Evitar colisiones
+                destino = TICKETS_DIR / nombre_orig
+                if destino.exists():
+                    destino = TICKETS_DIR / f"{fecha_fmt}_{nombre_orig}"
+
+                destino.write_bytes(part.get_payload(decode=True))
+                print(f"  Guardado: {destino.name}")
+                adjuntos_guardados += 1
+                descargados += 1
+
+        if adjuntos_guardados == 0:
+            print(f"  Correo {uid.decode()}: sin PDF adjunto, ignorado.")
+
+        # Marcar como leido
+        conn.store(uid, "+FLAGS", "\\Seen")
+
+    conn.logout()
+    print(f"\nTotal descargados: {descargados} archivo(s) en {TICKETS_DIR}")
+
+    # Ejecutar pipeline si esta configurado
+    if ejecutar_pipeline and descargados > 0:
+        print("\nEjecutando pipeline de procesado...")
+        subprocess.run([sys.executable, str(BASE_DIR / "autocompra7.py")], check=False)
+        subprocess.run([sys.executable, str(BASE_DIR / "generar_lista.py")],  check=False)
+        print("Pipeline completado.")
+
+    return descargados
+
+# -----------------------------------------------------------------------
+# Entry point
+# -----------------------------------------------------------------------
+if __name__ == "__main__":
+    descargados = descargar_tickets()
+    if descargados == 0:
+        sys.exit(0)
\ No newline at end of file
diff --git a/index.html b/index.html
index 531243f..db573f5 100644
--- a/index.html
+++ b/index.html
@@ -1,128 +1,240 @@
-<!DOCTYPE html>
+<!DOCTYPE html>
 <html lang="es">
 <head>
   <meta charset="UTF-8">
-  <title>Mi Lista de la Compra</title>
-  <style>
-    body { font-family: sans-serif; max-width: 800px; margin: auto; padding: 1em; }
-    h1, h2 { color: #2c3e50; }
-    textarea { width: 100%; height: 150px; margin-top: 10px; }
-    input[type="text"], input[type="number"], input[type="file"] { width: 100%; padding: 5px; margin: 5px 0; }
-    button { padding: 10px; margin-top: 10px; cursor: pointer; }
-    ul { list-style: none; padding: 0; }
-    li { margin-bottom: 5px; }
-    .precio { color: #888; font-size: 0.9em; }
-  </style>
+  <meta name="viewport" content="width=device-width, initial-scale=1.0">
+  <title>Lista de la Compra Inteligente</title>
+  <link rel="stylesheet" href="css/style.css">
 </head>
 <body>
-  <h1>Mi Lista de la Compra</h1>
 
-  <h2>Subir ticket PDF</h2>
-  <input type="file" id="ticketPDF" accept="application/pdf">
-  <button onclick="leerPDF()">Procesar ticket</button>
-  <pre id="pdfTexto" style="white-space: pre-wrap; background: #f4f4f4; padding: 10px; display:none;"></pre>
+  <h1>Lista de la Compra Inteligente</h1>
+  <p class="subtitle" id="subtitulo">Basada en el historial de tickets de Mercadona</p>
 
-  <h2>Productos frecuentes</h2>
-  <ul id="listaProductos">
-    <li><label><input type="checkbox" value="Leche semi 6x2"> Leche semi 6x2 <span class="precio">(1.76€/L)</span></label></li>
-    <li><label><input type="checkbox" value="Huevos camperos 12"> Huevos camperos 12 <span class="precio">(3.22€)</span></label></li>
-    <li><label><input type="checkbox" value="Yogur griego limón"> Yogur griego limón <span class="precio">(1.70€)</span></label></li>
-    <li><label><input type="checkbox" value="Plátano"> Plátano <span class="precio">(3.20€/kg)</span></label></li>
-    <li><label><input type="checkbox" value="Tomate receta artesana"> Tomate receta artesana <span class="precio">(2.10€)</span></label></li>
-    <li><label><input type="checkbox" value="Tortilla patata cebolla"> Tortilla patata cebolla <span class="precio">(2.60€)</span></label></li>
-    <li><label><input type="checkbox" value="Calabacín verde"> Calabacín verde <span class="precio">(1.30€/kg)</span></label></li>
-  </ul>
+  <div class="toolbar">
+    <button class="btn btn-primary btn-sm" onclick="marcarSemanal()">Marcar sugeridos esta semana</button>
+    <button class="btn btn-secondary btn-sm" onclick="desmarcarTodo()">Desmarcar todo</button>
+  </div>
 
-  <h2>Añadir producto manualmente</h2>
-  <input type="text" id="nuevoProducto" placeholder="Nombre del producto">
-  <input type="number" id="precioProducto" placeholder="Precio (€)">
-  <button onclick="agregarProducto()">Añadir</button>
+  <div class="layout">
 
-  <h2>Lista generada</h2>
-  <textarea id="listaGenerada" readonly></textarea>
-  <button onclick="generarLista()">Generar Lista</button>
-  <button onclick="copiarLista()">Copiar al portapapeles</button>
+    <!-- Columna izquierda: predicciones por frecuencia -->
+    <div id="columnaProductos">
+      <div class="no-datos" id="sinDatos">
+        <p>No hay datos cargados todavia.</p>
+        <p>Ejecuta este comando para generar el archivo de predicciones:</p>
+        <code>python generar_lista.py</code>
+        <p>Despues recarga esta pagina.</p>
+      </div>
+    </div>
 
-  <h2>Predicción de productos</h2>
-  <button onclick="predecirProductos()">Sugerir productos que podrías necesitar</button>
-  <ul id="predicciones"></ul>
+    <!-- Panel lateral -->
+    <div class="panel">
+
+      <h2>Lista de la compra <span class="count-badge" id="contadorSeleccionados">0</span></h2>
+      <textarea id="listaGenerada" placeholder="Marca productos a la izquierda..."></textarea>
+      <div style="margin-top:.75rem; display:flex; gap:.5rem;">
+        <button class="btn btn-primary" onclick="copiarLista()">Copiar</button>
+        <button class="btn btn-secondary" onclick="limpiarLista()">Limpiar</button>
+      </div>
+
+      <h2>Anadir manualmente</h2>
+      <div class="add-row">
+        <input type="text" id="nuevoProducto" placeholder="Producto..."
+               onkeydown="if(event.key==='Enter') agregarManual()">
+        <button class="btn btn-secondary btn-sm" onclick="agregarManual()">Anadir</button>
+      </div>
+
+      <h2>Subir ticket PDF</h2>
+      <div class="drop-zone" id="dropZone"
+           ondragover="dzOver(event)" ondragleave="dzLeave()" ondrop="dzDrop(event)">
+        <input type="file" id="ticketPDF" accept="application/pdf"
+               onchange="leerPDF(this.files[0])">
+        <span class="drop-zone-icon">📄</span>
+        Arrastra el PDF aqui o haz clic para seleccionarlo
+      </div>
+      <div id="pdfEstado" style="font-size:.8rem; color:#8b949e; margin-top:.4rem;"></div>
+      <pre id="pdfTexto"></pre>
+
+    </div>
+  </div>
 
   <script src="https://cdnjs.cloudflare.com/ajax/libs/pdf.js/2.10.377/pdf.min.js"></script>
+  <script src="datos.js"></script>
   <script>
-    const historial = {
-      "Leche semi 6x2": ["2025-04-03", "2025-04-10", "2025-04-16"],
-      "Huevos camperos 12": ["2025-04-03", "2025-04-10"],
-      "Yogur griego limón": ["2025-04-03", "2025-04-10"],
-      "Plátano": ["2025-04-03", "2025-04-10", "2025-04-16"],
-      "Tomate receta artesana": ["2025-04-03", "2025-04-10", "2025-04-16"],
-      "Tortilla patata cebolla": ["2025-04-03", "2025-04-10", "2025-04-16"],
-      "Calabacín verde": ["2025-04-03", "2025-04-10", "2025-04-16"]
-    };
+    // -----------------------------------------------------------------------
+    // Estado
+    // -----------------------------------------------------------------------
+    const seleccionados = new Set();
+    let productosManuales = [];
 
-    function agregarProducto() {
-      const nombre = document.getElementById('nuevoProducto').value.trim();
-      const precio = document.getElementById('precioProducto').value.trim();
-      if (!nombre) return;
-      const li = document.createElement('li');
-      li.innerHTML = `<label><input type="checkbox" value="${nombre}"> ${nombre} <span class="precio">(${precio ? precio + '€' : ''})</span></label>`;
-      document.getElementById('listaProductos').appendChild(li);
-      document.getElementById('nuevoProducto').value = '';
-      document.getElementById('precioProducto').value = '';
-    }
+    // -----------------------------------------------------------------------
+    // Inicializacion
+    // -----------------------------------------------------------------------
+    window.addEventListener('load', () => {
+      if (typeof predicciones === 'undefined' || !predicciones.length) {
+        document.getElementById('sinDatos').style.display = 'block';
+        return;
+      }
+      document.getElementById('sinDatos').style.display = 'none';
+      if (typeof GENERADO !== 'undefined') {
+        document.getElementById('subtitulo').textContent =
+          'Predicciones generadas el ' + GENERADO + ' - ' + predicciones.length + ' productos';
+      }
+      renderizarPredicciones();
+    });
 
-    function generarLista() {
-      const checks = document.querySelectorAll('#listaProductos input[type="checkbox"]');
-      let seleccionados = [];
-      checks.forEach(chk => { if (chk.checked) seleccionados.push(chk.value); });
-      document.getElementById('listaGenerada').value = seleccionados.join('\n');
-    }
-
-    function copiarLista() {
-      const txt = document.getElementById('listaGenerada');
-      txt.select();
-      document.execCommand('copy');
-      alert('Lista copiada al portapapeles.');
-    }
-
-    function predecirProductos() {
-      const predicciones = document.getElementById('predicciones');
-      predicciones.innerHTML = '';
-      const hoy = new Date("2025-04-18");
-      Object.keys(historial).forEach(producto => {
-        const fechas = historial[producto].map(f => new Date(f));
-        fechas.sort((a, b) => b - a);
-        if (fechas.length >= 2) {
-          const ultima = fechas[0];
-          const anterior = fechas[1];
-          const diff = (ultima - anterior) / (1000 * 60 * 60 * 24);
-          const diasDesdeUltima = (hoy - ultima) / (1000 * 60 * 60 * 24);
-          if (diasDesdeUltima >= diff - 1) {
-            const li = document.createElement('li');
-            li.textContent = `Puede que necesites: ${producto}`;
-            predicciones.appendChild(li);
-          }
-        }
+    // -----------------------------------------------------------------------
+    // Renderizado
+    // -----------------------------------------------------------------------
+    function renderizarPredicciones() {
+      const contenedor = document.getElementById('columnaProductos');
+      contenedor.innerHTML = '';
+      const grupos = [
+        { titulo: 'Compra semanal',    badge: 'badge-rojo',    label: 'cada semana',      items: predicciones.filter(p => p.frecuencia_dias <= 8) },
+        { titulo: 'Compra quincenal',  badge: 'badge-naranja', label: 'cada 1-2 semanas', items: predicciones.filter(p => p.frecuencia_dias > 8  && p.frecuencia_dias <= 16) },
+        { titulo: 'Compra mensual',    badge: 'badge-verde',   label: 'cada 2-4 semanas', items: predicciones.filter(p => p.frecuencia_dias > 16 && p.frecuencia_dias <= 35) },
+        { titulo: 'Compra esporadica', badge: 'badge-gris',    label: 'mas de un mes',    items: predicciones.filter(p => p.frecuencia_dias > 35) },
+      ];
+      grupos.forEach(grupo => {
+        if (!grupo.items.length) return;
+        const card = document.createElement('div');
+        card.className = 'card';
+        card.innerHTML =
+          '<div class="card-header"><strong>' + grupo.titulo + '</strong>' +
+          '<span class="badge ' + grupo.badge + '">' + grupo.label + '</span></div>' +
+          '<div class="prod-list"></div>';
+        contenedor.appendChild(card);
+        const lista = card.querySelector('.prod-list');
+        grupo.items.forEach(prod => lista.appendChild(crearItem(prod)));
       });
     }
 
-    async function leerPDF() {
-      const archivo = document.getElementById('ticketPDF').files[0];
-      if (!archivo) return;
+    function crearItem(prod) {
+      const li = document.createElement('div');
+      li.className = 'prod-item';
+      li.dataset.nombre = prod.producto;
 
-      const pdfData = await archivo.arrayBuffer();
+      const chk = document.createElement('input');
+      chk.type = 'checkbox';
+      chk.checked = seleccionados.has(prod.producto);
+      chk.addEventListener('change', () => toggleSeleccionado(prod.producto, chk.checked, span));
+
+      const span = document.createElement('span');
+      span.className = 'prod-nombre' + (chk.checked ? ' tachado' : '');
+      span.textContent = prod.producto;
+
+      const freq = document.createElement('span');
+      freq.className = 'prod-freq';
+      freq.textContent = '~' + prod.frecuencia_dias + 'd';
+      freq.title = 'Estimado: ' + prod.fecha_estimada;
+
+      li.appendChild(chk);
+      li.appendChild(span);
+      li.appendChild(freq);
+      li.addEventListener('click', e => {
+        if (e.target !== chk) { chk.checked = !chk.checked; toggleSeleccionado(prod.producto, chk.checked, span); }
+      });
+      return li;
+    }
+
+    // -----------------------------------------------------------------------
+    // Seleccion
+    // -----------------------------------------------------------------------
+    function toggleSeleccionado(nombre, checked, span) {
+      if (checked) { seleccionados.add(nombre); if (span) span.classList.add('tachado'); }
+      else          { seleccionados.delete(nombre); if (span) span.classList.remove('tachado'); }
+      actualizarLista();
+    }
+
+    function marcarSemanal() {
+      if (typeof predicciones === 'undefined') return;
+      predicciones.filter(p => p.frecuencia_dias <= 8).forEach(p => seleccionados.add(p.producto));
+      refrescarCheckboxes();
+      actualizarLista();
+    }
+
+    function desmarcarTodo() {
+      seleccionados.clear();
+      productosManuales = [];
+      refrescarCheckboxes();
+      actualizarLista();
+    }
+
+    function refrescarCheckboxes() {
+      document.querySelectorAll('.prod-item').forEach(li => {
+        const chk = li.querySelector('input[type="checkbox"]');
+        const span = li.querySelector('.prod-nombre');
+        const activo = seleccionados.has(li.dataset.nombre);
+        chk.checked = activo;
+        span.classList.toggle('tachado', activo);
+      });
+    }
+
+    // -----------------------------------------------------------------------
+    // Lista
+    // -----------------------------------------------------------------------
+    function actualizarLista() {
+      const todos = [...seleccionados, ...productosManuales];
+      document.getElementById('listaGenerada').value = todos.join('\n');
+      document.getElementById('contadorSeleccionados').textContent = todos.length;
+    }
+
+    function copiarLista() {
+      const txt = document.getElementById('listaGenerada').value;
+      if (!txt) return;
+      navigator.clipboard.writeText(txt)
+        .then(() => alert('Lista copiada al portapapeles'))
+        .catch(() => { const ta = document.getElementById('listaGenerada'); ta.select(); document.execCommand('copy'); });
+    }
+
+    function limpiarLista() {
+      seleccionados.clear();
+      productosManuales = [];
+      refrescarCheckboxes();
+      actualizarLista();
+    }
+
+    function agregarManual() {
+      const input = document.getElementById('nuevoProducto');
+      const nombre = input.value.trim();
+      if (!nombre) return;
+      productosManuales.push(nombre);
+      input.value = '';
+      actualizarLista();
+    }
+
+    // -----------------------------------------------------------------------
+    // Drag & Drop + lectura PDF
+    // -----------------------------------------------------------------------
+    function dzOver(e)  { e.preventDefault(); document.getElementById('dropZone').classList.add('drag-over'); }
+    function dzLeave()  { document.getElementById('dropZone').classList.remove('drag-over'); }
+    function dzDrop(e)  {
+      e.preventDefault();
+      dzLeave();
+      const file = e.dataTransfer.files[0];
+      if (file && file.type === 'application/pdf') leerPDF(file);
+    }
+
+    async function leerPDF(file) {
+      if (!file) return;
+      const estado = document.getElementById('pdfEstado');
+      estado.textContent = 'Leyendo ' + file.name + '...';
+
+      const pdfData = await file.arrayBuffer();
       const pdf = await pdfjsLib.getDocument({ data: pdfData }).promise;
       let texto = '';
-
       for (let i = 1; i <= pdf.numPages; i++) {
         const page = await pdf.getPage(i);
         const content = await page.getTextContent();
         texto += content.items.map(item => item.str).join(' ') + '\n';
       }
 
+      estado.textContent = file.name + ' - ' + pdf.numPages + ' pagina(s)';
       const salida = document.getElementById('pdfTexto');
       salida.style.display = 'block';
       salida.textContent = texto.trim();
     }
   </script>
 </body>
-</html>
+</html>
\ No newline at end of file
diff --git a/servidor/guardar_producto.php b/servidor/guardar_producto.php
new file mode 100644
index 0000000..3dcaabe
--- /dev/null
+++ b/servidor/guardar_producto.php
@@ -0,0 +1,40 @@
+<?php
+// Configuración de conexión
+$host = 'tecnologia-facil.es';
+$db = 'autocompra';
+$user = 'mytecda6d2e';
+$pass = '3s5jJzz8';
+
+header('Content-Type: application/json');
+
+// Leer los datos enviados en formato JSON
+$input = file_get_contents('php://input');
+$data = json_decode($input, true);
+
+// Validar
+if (!$data || !isset($data['nombre']) || !isset($data['ean'])) {
+    http_response_code(400);
+    echo json_encode(['error' => 'Datos incompletos']);
+    exit;
+}
+
+try {
+    $pdo = new PDO("mysql:host=$host;dbname=$db;charset=utf8mb4", $user, $pass);
+    $pdo->setAttribute(PDO::ATTR_ERRMODE, PDO::ERRMODE_EXCEPTION);
+
+    // Insertar el producto
+    $stmt = $pdo->prepare("INSERT INTO productos (nombre, marca_id, ean, precio, cantidad) VALUES (:nombre, :marca_id, :ean, :precio, :cantidad)");
+    $stmt->execute([
+        ':nombre'    => $data['nombre'],
+        ':marca_id'  => !empty($data['marca_id']) ? $data['marca_id'] : null,
+        ':ean'       => $data['ean'],
+        ':precio'    => !empty($data['precio']) ? $data['precio'] : null,
+        ':cantidad'  => !empty($data['cantidad']) ? $data['cantidad'] : null
+    ]);
+
+    echo json_encode(['success' => true, 'id' => $pdo->lastInsertId()]);
+} catch (PDOException $e) {
+    http_response_code(500);
+    echo json_encode(['error' => $e->getMessage()]);
+}
+?>
diff --git a/tickets/20250424 Mercadona 166,83 €.pdf b/tickets/20250424 Mercadona 166,83 €.pdf
new file mode 100644
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