Update api/ltx_server.py

api/ltx_server.py

@@ -6,8 +6,20 @@
 import warnings
 warnings.filterwarnings("ignore", category=UserWarning)
 warnings.filterwarnings("ignore", category=FutureWarning)
-warnings.filterwarnings("ignore", message=".*torch.meshgrid.*indexing.*")
-warnings.filterwarnings("ignore", message=".*Accessing config attribute `in_channels`.*")
+warnings.filterwarnings("ignore", message=".*")
+
+from huggingface_hub import logging
+
+logging.set_verbosity_error()
+logging.set_verbosity_warning()
+logging.set_verbosity_info()
+logging.set_verbosity_debug()
+
+enable_progress_bars()
+LTXV_DEBUG=1
+LTXV_FRAME_LOG_EVERY=8
+
+
 
 # --- 1. IMPORTAÇÕES ---
 import torch
@@ -30,8 +42,8 @@ import time
 import traceback
 
 # Singletons (versões simples)
-from vae_manager import vae_manager_singleton
-from video_encode_tool import video_encode_tool_singleton
+from tools.vae_manager import vae_manager_singleton
+from managers.video_encode_tool import video_encode_tool_singleton
 
 # --- 2. GERENCIAMENTO DE DEPENDÊNCIAS E SETUP ---
 def _query_gpu_processes_via_nvml(device_index: int) -> List[Dict]:
@@ -116,6 +128,15 @@ def run_setup():
         print(f"[DEBUG] ERRO no setup.py (code {e.returncode}). Abortando.")
         sys.exit(1)
 
+from api.ltx.inference import (
+    create_ltx_video_pipeline,
+    create_latent_upsampler,
+    load_image_to_tensor_with_resize_and_crop,
+    seed_everething,
+    calculate_padding,
+    load_media_file,
+)
+
 DEPS_DIR = Path("/data")
 LTX_VIDEO_REPO_DIR = DEPS_DIR / "LTX-Video"
 if not LTX_VIDEO_REPO_DIR.exists():
@@ -131,14 +152,7 @@ def add_deps_to_path():
 add_deps_to_path()
 
 # --- 3. IMPORTAÇÕES ESPECÍFICAS DO MODELO ---
-from inference import (
-    create_ltx_video_pipeline,
-    create_latent_upsampler,
-    load_image_to_tensor_with_resize_and_crop,
-    seed_everething,
-    calculate_padding,
-    load_media_file,
-)
+
 from ltx_video.pipelines.pipeline_ltx_video import ConditioningItem, LTXMultiScalePipeline
 from ltx_video.utils.skip_layer_strategy import SkipLayerStrategy