inicio

app/core/bot.py

@@ -0,0 +1,166 @@
+import asyncio
+import httpx # Usamos para testar a rede antes
+from telegram import Update, InlineKeyboardButton, InlineKeyboardMarkup
+from telegram.ext import ApplicationBuilder, ContextTypes, CallbackQueryHandler, CommandHandler
+from database import AppConfig
+import logging
+
+# Configuração de Log
+logging.getLogger("httpx").setLevel(logging.WARNING)
+logging.getLogger("telegram").setLevel(logging.INFO)
+
+class TelegramManager:
+    def __init__(self):
+        # NÃO carregamos o token aqui. Carregamos na hora de iniciar.
+        self.app = None
+        self.active_requests = {}
+        self.is_connected = False
+
+    async def check_internet(self):
+        """Testa se o container tem internet antes de tentar o Telegram"""
+        try:
+            async with httpx.AsyncClient(timeout=5.0) as client:
+                await client.get("https://www.google.com")
+            return True
+        except:
+            return False
+
+    async def start(self):
+        """Inicia o Bot"""
+        # 1. Pega o Token Fresquinho do Banco
+        token = AppConfig.get_val('telegram_token')
+        chat_id = AppConfig.get_val('telegram_chat_id')
+        
+        if not token:
+            print("🟡 Bot: Token não configurado. Aguardando você salvar no Painel...")
+            return
+
+        # 2. Teste de Rede Prévio
+        print("🤖 Bot: Verificando conectividade...")
+        if not await self.check_internet():
+            print("❌ Bot: ERRO DE REDE! O container não consegue acessar a internet.")
+            print("   -> Verifique DNS ou Firewall.")
+            return
+
+        print(f"🤖 Bot: Conectando com token termina em ...{token[-5:]}")
+        
+        try:
+            # 3. Constroi a Aplicação
+            self.app = ApplicationBuilder().token(token).build()
+            
+            # Handlers
+            self.app.add_handler(CommandHandler("start", self.cmd_start))
+            self.app.add_handler(CommandHandler("id", self.cmd_id))
+            self.app.add_handler(CallbackQueryHandler(self.handle_selection))
+
+            # Inicializa
+            await self.app.initialize()
+            await self.app.start()
+            
+            # Inicia Polling (Limpa mensagens velhas acumuladas para não travar)
+            await self.app.updater.start_polling(drop_pending_updates=True)
+            
+            self.is_connected = True
+            print("✅ Bot Online e Rodando!")
+            
+            # Tenta mandar um oi se tiver chat_id
+            if chat_id:
+                try:
+                    await self.app.bot.send_message(chat_id=chat_id, text="🚀 Clei-Flow: Conexão restabelecida!")
+                except Exception as e:
+                    print(f"⚠️ Bot online, mas falhou ao enviar msg (Chat ID errado?): {e}")
+
+        except Exception as e:
+            print(f"❌ Falha Crítica no Bot: {e}")
+            self.is_connected = False
+
+    async def stop(self):
+        if self.app:
+            try:
+                await self.app.updater.stop()
+                await self.app.stop()
+                await self.app.shutdown()
+                self.is_connected = False
+            except: pass
+
+    # --- COMANDOS ---
+    async def cmd_start(self, update: Update, context: ContextTypes.DEFAULT_TYPE):
+        chat_id = update.effective_chat.id
+        await update.message.reply_text(f"Olá! Configurado.\nSeu Chat ID é: `{chat_id}`", parse_mode='Markdown')
+        # Opcional: Salvar o Chat ID automaticamente se o usuário mandar /start
+        # AppConfig.set_val('telegram_chat_id', str(chat_id))
+
+    async def cmd_id(self, update: Update, context: ContextTypes.DEFAULT_TYPE):
+        await update.message.reply_text(f"`{update.effective_chat.id}`", parse_mode='Markdown')
+
+    # --- INTERAÇÃO (Renomeação) ---
+    async def ask_user_choice(self, filename, candidates):
+        chat_id = AppConfig.get_val('telegram_chat_id') # Pega sempre o atual
+        if not chat_id or not self.is_connected: 
+            print("❌ Bot não pode perguntar (Sem Chat ID ou Desconectado)")
+            return None
+
+        request_id = f"req_{filename}"
+        keyboard = []
+        for cand in candidates:
+            # Texto do botão
+            text = f"{cand['title']} ({cand['year']})"
+            # Dados (ID|Tipo)
+            callback_data = f"{request_id}|{cand['tmdb_id']}|{cand['type']}"
+            keyboard.append([InlineKeyboardButton(text, callback_data=callback_data)])
+        
+        keyboard.append([InlineKeyboardButton("🚫 Ignorar", callback_data=f"{request_id}|IGNORE|NONE")])
+        reply_markup = InlineKeyboardMarkup(keyboard)
+
+        try:
+            await self.app.bot.send_message(
+                chat_id=chat_id,
+                text=f"🤔 <b>Clei-Flow Precisa de Ajuda:</b>\nArquivo: <code>{filename}</code>",
+                reply_markup=reply_markup,
+                parse_mode='HTML'
+            )
+        except Exception as e:
+            print(f"Erro ao enviar pergunta: {e}")
+            return None
+
+        loop = asyncio.get_running_loop()
+        future = loop.create_future()
+        self.active_requests[request_id] = future
+        
+        try:
+            # Espera 12 horas
+            result = await asyncio.wait_for(future, timeout=43200) 
+            return result
+        except asyncio.TimeoutError:
+            if request_id in self.active_requests: del self.active_requests[request_id]
+            return None
+
+    async def handle_selection(self, update: Update, context: ContextTypes.DEFAULT_TYPE):
+        query = update.callback_query
+        await query.answer()
+
+        data = query.data.split('|')
+        if len(data) < 3: return
+
+        req_id = data[0]
+        tmdb_id = data[1]
+        media_type = data[2]
+
+        if req_id in self.active_requests:
+            future = self.active_requests[req_id]
+            if tmdb_id == 'IGNORE':
+                await query.edit_message_text(text=f"🚫 Ignorado.")
+                future.set_result(None)
+            else:
+                await query.edit_message_text(text=f"✅ Processando...")
+                future.set_result({'tmdb_id': int(tmdb_id), 'type': media_type})
+            del self.active_requests[req_id]
+        else:
+            await query.edit_message_text(text="⚠️ Solicitação expirada.")
+
+    async def send_notification(self, message):
+        chat_id = AppConfig.get_val('telegram_chat_id')
+        if self.app and chat_id and self.is_connected:
+            try:
+                await self.app.bot.send_message(chat_id=chat_id, text=message)
+            except: pass

app/core/ffmpeg_engine.py

@@ -0,0 +1,121 @@
+import subprocess
+import json
+from database import FFmpegProfile
+from core.state import state
+
+class FFmpegEngine:
+    def __init__(self, profile_id=None):
+        if profile_id:
+            self.profile = FFmpegProfile.get_by_id(profile_id)
+        else:
+            self.profile = FFmpegProfile.get_or_none(FFmpegProfile.is_active == True)
+            
+        if not self.profile:
+            state.log("⚠️ Nenhum perfil FFmpeg ativo!")
+
+    def get_file_info(self, filepath):
+        cmd = ['ffprobe', '-v', 'quiet', '-print_format', 'json', '-show_streams', '-show_format', filepath]
+        try:
+            output = subprocess.check_output(cmd).decode('utf-8')
+            return json.loads(output)
+        except: return None
+
+    def get_duration(self, filepath):
+        try: return float(self.get_file_info(filepath)['format']['duration'])
+        except: return 0
+
+    def build_command(self, input_file, output_file):
+        if not self.profile: raise Exception("Perfil não selecionado")
+        p = self.profile
+        metadata = self.get_file_info(input_file)
+        if not metadata: raise Exception("Metadados inválidos")
+
+        cmd = ['ffmpeg', '-y']
+
+        # --- HARDWARE INIT ---
+        # VAAPI (Intel Linux/Docker) - O Jeito Correto
+        if 'vaapi' in p.video_codec:
+            cmd.extend(['-init_hw_device', 'vaapi=va:/dev/dri/renderD128'])
+            cmd.extend(['-hwaccel', 'vaapi', '-hwaccel_output_format', 'vaapi', '-hwaccel_device', 'va'])
+            cmd.extend(['-i', input_file])
+            # Filtro essencial para VAAPI: garante formato NV12 na GPU
+            # Mas como usamos hwaccel_output_format vaapi, o filtro pode ser simplificado ou scale_vaapi
+            # Vamos usar o padrão seguro que funciona em Haswell:
+            video_filters = 'format=nv12,hwupload' 
+            
+        elif 'qsv' in p.video_codec:
+            cmd.extend(['-hwaccel', 'qsv', '-i', input_file])
+            video_filters = None
+            
+        elif 'nvenc' in p.video_codec:
+            cmd.extend(['-hwaccel', 'cuda', '-i', input_file])
+            video_filters = None
+            
+        else:
+            # CPU
+            cmd.extend(['-i', input_file])
+            video_filters = None
+
+        # --- VÍDEO ---
+        cmd.extend(['-map', '0:v:0'])
+        
+        if p.video_codec == 'copy':
+            cmd.extend(['-c:v', 'copy'])
+        else:
+            cmd.extend(['-c:v', p.video_codec])
+            
+            # Se tem filtro de hardware (VAAPI precisa subir pra GPU se hwaccel falhar no decode)
+            if 'vaapi' in p.video_codec:
+                # Se usarmos -hwaccel vaapi, o stream ja esta na GPU.
+                # Mas as vezes precisamos garantir o filtro scale_vaapi se fosse redimensionar.
+                # Para manter simples e funcional no Haswell:
+                # cmd.extend(['-vf', 'format=nv12,hwupload']) <--- Se nao usar hwaccel
+                # Com hwaccel, nao precisa do hwupload, mas precisa garantir compatibilidade
+                pass 
+
+            # Configs de Encoder
+            if 'vaapi' in p.video_codec:
+                # VAAPI usa QP, não CRF padrão
+                # Se der erro, troque '-qp' por '-rc_mode CQP -global_quality'
+                cmd.extend(['-qp', str(p.crf)]) 
+            
+            elif 'qsv' in p.video_codec:
+                cmd.extend(['-global_quality', str(p.crf), '-look_ahead', '1'])
+                cmd.extend(['-preset', p.preset])
+            
+            elif 'nvenc' in p.video_codec:
+                cmd.extend(['-cq', str(p.crf), '-preset', p.preset])
+            
+            elif 'libx264' in p.video_codec:
+                cmd.extend(['-crf', str(p.crf), '-preset', p.preset])
+
+        # --- ÁUDIO ---
+        allowed = p.audio_langs.split(',') if p.audio_langs else []
+        audio_streams = [s for s in metadata['streams'] if s['codec_type'] == 'audio']
+        acount = 0
+        for s in audio_streams:
+            l = s.get('tags', {}).get('language', 'und')
+            if not allowed or l in allowed or 'und' in allowed:
+                cmd.extend(['-map', f'0:{s["index"]}'])
+                cmd.extend([f'-c:a:{acount}', 'aac', f'-b:a:{acount}', '192k'])
+                acount += 1
+        if acount == 0: cmd.extend(['-map', '0:a:0', '-c:a', 'aac'])
+
+        # --- LEGENDAS ---
+        lallowed = p.subtitle_langs.split(',') if p.subtitle_langs else []
+        sub_streams = [s for s in metadata['streams'] if s['codec_type'] == 'subtitle']
+        scount = 0
+        for s in sub_streams:
+            l = s.get('tags', {}).get('language', 'und')
+            if not lallowed or l in lallowed or 'und' in lallowed:
+                cmd.extend(['-map', f'0:{s["index"]}'])
+                cmd.extend([f'-c:s:{scount}', 'copy'])
+                scount += 1
+
+        cmd.extend(['-metadata', 'title=', '-metadata', 'comment=CleiFlow'])
+        cmd.append(output_file)
+        
+        # LOG DO COMANDO PARA DEBUG
+        state.log(f"🛠️ CMD: {' '.join(cmd)}")
+        
+        return cmd

app/core/flow.py

@@ -0,0 +1,15 @@
+from .renamer import RenamerCore
+from .ffmpeg_engine import FFmpegCore
+from .bot import BotCore
+
+class CleiFlow:
+    """
+    Gerencia o ciclo de vida do arquivo.
+    Modos: Manual, Híbrido, Automático.
+    """
+    def start_pipeline(self, file_path):
+        # 1. Identificar
+        # 2. Se ambíguo -> Chamar Bot.ask_for_decision() -> Pausar Thread
+        # 3. Converter (FFmpegCore)
+        # 4. Mover
+        pass

app/core/renamer.py

@@ -0,0 +1,155 @@
+import os
+import re
+from guessit import guessit
+from tmdbv3api import TMDb, Movie, TV, Search
+from database import AppConfig
+from difflib import SequenceMatcher
+
+class RenamerCore:
+    def __init__(self):
+        self.api_key = AppConfig.get_val('tmdb_api_key')
+        self.lang = AppConfig.get_val('tmdb_language', 'pt-BR')
+        self.min_confidence = int(AppConfig.get_val('min_confidence', '90')) / 100.0
+        
+        self.tmdb = TMDb()
+        if self.api_key:
+            self.tmdb.api_key = self.api_key
+            self.tmdb.language = self.lang
+        
+        self.movie_api = Movie()
+        self.tv_api = TV()
+        self.search_api = Search()
+
+    def identify_file(self, filepath):
+        filename = os.path.basename(filepath)
+        try:
+            guess = guessit(filename)
+        except Exception as e:
+            return {'status': 'ERROR', 'msg': str(e)}
+
+        title = guess.get('title')
+        if not title: return {'status': 'NOT_FOUND', 'msg': 'Sem título'}
+
+        if not self.api_key: return {'status': 'ERROR', 'msg': 'Sem API Key'}
+
+        try:
+            media_type = guess.get('type', 'movie')
+            if media_type == 'episode':
+                results = self.search_api.tv_shows(term=title)
+            else:
+                results = self.search_api.movies(term=title)
+                if not results: results = self.search_api.tv_shows(term=title)
+        except: return {'status': 'NOT_FOUND', 'msg': 'Erro TMDb'}
+
+        if not results: return {'status': 'NOT_FOUND', 'msg': 'Nenhum resultado TMDb'}
+
+        # --- CORREÇÃO DE SEGURANÇA (O erro 'str object' estava aqui) ---
+        # Se o TMDb retornou um dicionário (paginado), pegamos a lista dentro dele.
+        if isinstance(results, dict) and 'results' in results:
+            results = results['results']
+        # Se retornou um objeto que tem atributo 'results', usamos ele
+        elif hasattr(results, 'results'):
+            results = results.results
+        
+        # Se ainda assim for uma lista de strings (chaves), aborta
+        if results and isinstance(results, list) and len(results) > 0 and isinstance(results[0], str):
+             # Isso acontece se iterou sobre chaves de um dict sem querer
+             return {'status': 'NOT_FOUND', 'msg': 'Formato de resposta inválido'}
+        # -------------------------------------------------------------
+
+        candidates = []
+        for res in results:
+            # Proteção extra: se o item for string, pula
+            if isinstance(res, str): continue
+
+            # Obtém atributos de forma segura (funciona para dict ou objeto)
+            if isinstance(res, dict):
+                r_id = res.get('id')
+                r_title = res.get('title') or res.get('name')
+                r_date = res.get('release_date') or res.get('first_air_date')
+                r_overview = res.get('overview', '')
+            else:
+                r_id = getattr(res, 'id', None)
+                r_title = getattr(res, 'title', getattr(res, 'name', ''))
+                r_date = getattr(res, 'release_date', getattr(res, 'first_air_date', ''))
+                r_overview = getattr(res, 'overview', '')
+
+            if not r_title or not r_id: continue
+
+            r_year = int(str(r_date)[:4]) if r_date else 0
+            
+            # Score e Comparação
+            t1 = str(title).lower()
+            t2 = str(r_title).lower()
+            
+            base_score = SequenceMatcher(None, t1, t2).ratio()
+            
+            if t1 in t2 or t2 in t1:
+                base_score = max(base_score, 0.85)
+
+            g_year = guess.get('year')
+            if g_year and r_year:
+                if g_year == r_year: base_score += 0.15
+                elif abs(g_year - r_year) <= 1: base_score += 0.05
+            
+            final_score = min(base_score, 1.0)
+
+            candidates.append({
+                'tmdb_id': r_id,
+                'title': r_title,
+                'year': r_year,
+                'type': 'movie' if hasattr(res, 'title') or (isinstance(res, dict) and 'title' in res) else 'tv',
+                'overview': str(r_overview)[:100],
+                'score': final_score
+            })
+
+        if not candidates: return {'status': 'NOT_FOUND', 'msg': 'Sem candidatos válidos'}
+
+        candidates.sort(key=lambda x: x['score'], reverse=True)
+        best = candidates[0]
+
+        if len(candidates) == 1 and best['score'] > 0.6:
+            return {'status': 'MATCH', 'match': best, 'guessed': guess}
+
+        is_clear_winner = False
+        if len(candidates) > 1:
+            if (best['score'] - candidates[1]['score']) > 0.15:
+                is_clear_winner = True
+        
+        if best['score'] >= self.min_confidence or is_clear_winner:
+             return {'status': 'MATCH', 'match': best, 'guessed': guess}
+
+        return {'status': 'AMBIGUOUS', 'candidates': candidates[:5], 'guessed': guess}
+
+    def get_details(self, tmdb_id, media_type):
+        if media_type == 'movie': return self.movie_api.details(tmdb_id)
+        return self.tv_api.details(tmdb_id)
+
+    def build_path(self, category_obj, media_info, guessed_info):
+        clean_title = re.sub(r'[\\/*?:"<>|]', "", media_info['title']).strip()
+        year = str(media_info['year'])
+        
+        forced_type = category_obj.content_type
+        actual_type = media_info['type']
+        
+        is_series = False
+        if forced_type == 'series': is_series = True
+        elif forced_type == 'movie': is_series = False
+        else: is_series = (actual_type == 'tv')
+
+        if not is_series:
+            return f"{clean_title} ({year}).mkv"
+        else:
+            season = guessed_info.get('season')
+            episode = guessed_info.get('episode')
+            
+            if isinstance(season, list): season = season[0]
+            if isinstance(episode, list): episode = episode[0]
+            
+            if not season: season = 1
+            if not episode: episode = 1
+            
+            season_folder = f"Temporada {int(season):02d}"
+            file_suffix = f"S{int(season):02d}E{int(episode):02d}"
+            
+            return os.path.join(clean_title, season_folder, f"{clean_title} {file_suffix}.mkv")

app/core/state.py

@@ -0,0 +1,49 @@
+from collections import deque, OrderedDict
+
+class AppState:
+    def __init__(self):
+        # --- Logs do Sistema ---
+        self.logs = deque(maxlen=1000)
+        
+        # --- Referência ao Watcher ---
+        self.watcher = None
+        
+        # --- Lista de Tarefas (Visualização tipo Árvore/Lista) ---
+        self.tasks = OrderedDict()
+        
+        # --- Variáveis de Estado (Compatibilidade) ---
+        self.current_file = ""
+        self.progress = 0.0 
+        self.status_text = "Aguardando..."
+
+    def log(self, message):
+        """Adiciona log e printa no console"""
+        print(message) 
+        self.logs.append(message)
+
+    def update_task(self, filename, status, progress=0, label=None):
+        """Atualiza o status de um arquivo na interface"""
+        # Se não existe, cria
+        if filename not in self.tasks:
+            self.tasks[filename] = {
+                'status': 'pending', 
+                'progress': 0, 
+                'label': label or filename
+            }
+            # Limita a 20 itens para não travar a tela
+            if len(self.tasks) > 20:
+                self.tasks.popitem(last=False) # Remove o mais antigo
+        
+        # Atualiza dados
+        self.tasks[filename]['status'] = status
+        self.tasks[filename]['progress'] = progress
+        if label: 
+            self.tasks[filename]['label'] = label
+
+    def get_logs(self):
+        return list(self.logs)
+
+# --- INSTÂNCIA GLOBAL ---
+# Ao ser importado, isso roda uma vez e cria o objeto.
+# Todo mundo que fizer 'from core.state import state' vai pegar essa mesma instância.
+state = AppState()

app/core/watcher.py

@@ -0,0 +1,243 @@
+import asyncio
+import os
+import shutil
+import re
+from pathlib import Path
+from database import AppConfig, Category
+from core.renamer import RenamerCore
+from core.ffmpeg_engine import FFmpegEngine
+from core.bot import TelegramManager
+from core.state import state
+
+VIDEO_EXTENSIONS = {'.mkv', '.mp4', '.avi', '.mov', '.wmv'}
+
+class DirectoryWatcher:
+    def __init__(self, bot: TelegramManager):
+        self.bot = bot
+        self.renamer = RenamerCore()
+        
+        # Inicia pausado (True só quando ativado no Dashboard)
+        self.is_running = False 
+        
+        self.temp_dir = Path('/app/temp')
+        self.temp_dir.mkdir(parents=True, exist_ok=True)
+        self.current_watch_path = None
+        
+        # Controle de Processo
+        self.current_process = None 
+        self.pending_future = None  
+        self.abort_flag = False     
+        
+        state.watcher = self
+
+    async def start(self):
+        """Inicia o loop do serviço"""
+        state.log("🟡 Watcher Service: Pronto. Aguardando ativação no Dashboard...")
+        
+        while True:
+            if self.is_running:
+                try:
+                    config_path = AppConfig.get_val('monitor_path', '/downloads')
+                    watch_dir = Path(config_path)
+
+                    if str(watch_dir) != str(self.current_watch_path):
+                        state.log(f"📁 Monitorando: {watch_dir}")
+                        self.current_watch_path = watch_dir
+
+                    if watch_dir.exists():
+                        await self.scan_folder(watch_dir)
+                except Exception as e:
+                    state.log(f"❌ Erro Watcher Loop: {e}")
+            
+            await asyncio.sleep(5)
+
+    def abort_current_task(self):
+        state.log("🛑 Solicitando Cancelamento...")
+        self.abort_flag = True
+        if self.current_process:
+            try: self.current_process.kill()
+            except: pass
+        if self.pending_future and not self.pending_future.done():
+            self.pending_future.cancel()
+
+    async def scan_folder(self, input_dir: Path):
+        for file_path in input_dir.glob('**/*'):
+            if self.abort_flag: 
+                self.abort_flag = False
+                if state.current_file:
+                    state.update_task(state.current_file, 'error', label=f"{state.current_file} (Cancelado)")
+                return
+
+            if not self.is_running: return
+
+            if file_path.is_file() and file_path.suffix.lower() in VIDEO_EXTENSIONS:
+                if file_path.name.startswith('.') or 'processing' in file_path.name: continue
+                
+                # Ignora se já terminou nesta sessão
+                if file_path.name in state.tasks and state.tasks[file_path.name]['status'] == 'done':
+                    continue
+
+                try:
+                    s1 = file_path.stat().st_size
+                    await asyncio.sleep(1)
+                    s2 = file_path.stat().st_size
+                    if s1 != s2: continue 
+                except: continue
+
+                await self.process_pipeline(file_path)
+                if self.abort_flag: return
+
+    async def process_pipeline(self, filepath: Path):
+        fname = filepath.name
+        self.abort_flag = False
+        state.current_file = fname
+        
+        state.update_task(fname, 'running', 0, label=f"Identificando: {fname}...")
+        state.log(f"🔄 Iniciando: {fname}")
+
+        # 1. IDENTIFICAÇÃO
+        result = self.renamer.identify_file(str(filepath))
+        target_info = None
+        is_semi_auto = AppConfig.get_val('semi_auto', 'false') == 'true'
+
+        if is_semi_auto:
+            result['status'] = 'AMBIGUOUS'
+            if 'match' in result: result['candidates'] = [result['match']]
+
+        if result['status'] == 'MATCH':
+            target_info = {'tmdb_id': result['match']['tmdb_id'], 'type': result['match']['type']}
+            state.update_task(fname, 'running', 10, label=f"ID: {result['match']['title']}")
+        
+        elif result['status'] == 'AMBIGUOUS':
+            state.update_task(fname, 'warning', 10, label="Aguardando Telegram...")
+            self.pending_future = asyncio.ensure_future(
+                self.bot.ask_user_choice(fname, result['candidates'])
+            )
+            try:
+                user_choice = await self.pending_future
+            except asyncio.CancelledError:
+                state.update_task(fname, 'error', 0, label="Cancelado Manualmente")
+                return
+
+            self.pending_future = None
+            if not user_choice or self.abort_flag:
+                state.update_task(fname, 'skipped', 0, label="Ignorado/Cancelado")
+                return 
+            
+            target_info = user_choice
+        else:
+            state.update_task(fname, 'error', 0, label="Não Identificado")
+            state.log(f"❌ Falha TMDb: {result.get('msg', 'Desconhecido')}")
+            return
+
+        if self.abort_flag: return
+
+        # 2. CATEGORIA
+        category = self.find_category(target_info['type'])
+        if not category: 
+            state.update_task(fname, 'error', 0, label="Sem Categoria")
+            return
+
+        # 3. CONVERSÃO & CAMINHO
+        try:
+            # Recupera dados completos para montar o nome
+            details = self.renamer.get_details(target_info['tmdb_id'], target_info['type'])
+            
+            full_details = {
+                'title': getattr(details, 'title', getattr(details, 'name', 'Unknown')),
+                'year': '0000',
+                'type': target_info['type']
+            }
+            d_date = getattr(details, 'release_date', getattr(details, 'first_air_date', '0000'))
+            if d_date: full_details['year'] = d_date[:4]
+
+            # Gera caminho inteligente
+            guessed_data = result.get('guessed', {})
+            relative_path = self.renamer.build_path(category, full_details, guessed_data)
+            
+            temp_filename = os.path.basename(relative_path)
+            temp_output = self.temp_dir / temp_filename
+
+            state.update_task(fname, 'running', 15, label=f"Convertendo: {full_details['title']}")
+            
+            engine = FFmpegEngine()
+            total_duration = engine.get_duration(str(filepath))
+            cmd = engine.build_command(str(filepath), str(temp_output))
+            
+            self.current_process = await asyncio.create_subprocess_exec(
+                *cmd, stdout=asyncio.subprocess.PIPE, stderr=asyncio.subprocess.PIPE
+            )
+
+            while True:
+                if self.abort_flag:
+                    self.current_process.kill()
+                    break
+                line_bytes = await self.current_process.stderr.readline()
+                if not line_bytes: break
+                
+                line = line_bytes.decode('utf-8', errors='ignore')
+                time_match = re.search(r'time=(\d{2}):(\d{2}):(\d{2})', line)
+                if time_match and total_duration > 0:
+                    h, m, s = map(int, time_match.groups())
+                    current_seconds = h*3600 + m*60 + s
+                    pct = 15 + ((current_seconds / total_duration) * 80)
+                    state.update_task(fname, 'running', pct)
+
+            await self.current_process.wait()
+            
+            if self.abort_flag:
+                state.update_task(fname, 'error', 0, label="Abortado")
+                if temp_output.exists(): os.remove(str(temp_output))
+                return
+
+            if self.current_process.returncode != 0:
+                state.update_task(fname, 'error', 0, label="Erro FFmpeg")
+                return
+            self.current_process = None
+
+            # 4. DEPLOY FINAL
+            state.update_task(fname, 'running', 98, label="Organizando...")
+            
+            final_full_path = Path(category.target_path) / relative_path
+            final_full_path.parent.mkdir(parents=True, exist_ok=True)
+            
+            shutil.move(str(temp_output), str(final_full_path))
+            
+            if AppConfig.get_val('deploy_mode', 'move') == 'move':
+                os.remove(str(filepath))
+            
+            await self.bot.send_notification(f"🎬 Organizado: `{full_details['title']}`")
+            state.update_task(fname, 'done', 100, label=f"{full_details['title']}")
+            state.current_file = ""
+
+            # Limpeza pasta vazia
+            if AppConfig.get_val('cleanup_empty_folders', 'true') == 'true':
+                try:
+                    parent = filepath.parent
+                    monitor_root = Path(AppConfig.get_val('monitor_path', '/downloads'))
+                    if parent != monitor_root and not any(parent.iterdir()):
+                        parent.rmdir()
+                except: pass
+
+        except Exception as e:
+            state.log(f"Erro Pipeline: {e}")
+            state.update_task(fname, 'error', 0, label=f"Erro: {e}")
+
+    def find_category(self, media_type):
+        """Encontra a categoria correta baseada nas keywords"""
+        # Define keywords esperadas
+        keywords = ['movie', 'film', 'filme'] if media_type == 'movie' else ['tv', 'serie', 'série']
+        
+        all_cats = list(Category.select())
+        for cat in all_cats:
+            if not cat.match_keywords: continue
+            
+            # --- AQUI ESTAVA O ERRO POTENCIAL ---
+            # O .strip() precisa dos parênteses antes do .lower()
+            cat_keys = [k.strip().lower() for k in cat.match_keywords.split(',')]
+            
+            if any(k in cat_keys for k in keywords):
+                return cat
+        
+        # Fallback (primeira categoria que existir)
+        return all_cats[0] if all_cats else None