Summary

• Implemented global offline mode for all HuggingFace-dependent modules to eliminate unauthenticated request warnings and prevent external connection attempts during startup and runtime.

   Changes
   • Global Offline Configuration: Added HF_HUB_OFFLINE=1 and TRANSFORMERS_OFFLINE=1 to the environment variables at the top of edit_api.py, embeddings.py, watcher.py, and pose_llm/pose_llm_api.py.
   • Explicit Local Files Only: Updated all huggingface_hub.hf_hub_download calls in edit_api.py to include local_files_only=True, ensuring they never attempt to reach the Hub if models are already cached.
   • LLM Service Optimization: Updated AutoTokenizer and AutoModelForCausalLM calls in pose_llm/pose_llm_api.py to use local_files_only=True.
   • Consistency: Ensured that shared modules like embeddings.py which uses open_clip are also locked to offline mode to prevent background downloads.

pose_llm/pose_llm_api.py

@@ -21,6 +21,8 @@ Env:
 import asyncio
 import json
 import os
+os.environ["HF_HUB_OFFLINE"] = "1"
+os.environ["TRANSFORMERS_OFFLINE"] = "1"
 import subprocess
 import threading
 import time
@@ -69,7 +71,7 @@ async def lifespan(app: FastAPI):
     # Boost GPU to high performance mode (avoids power-saving clock throttle)
     subprocess.run(["/opt/rocm/bin/rocm-smi", "--setperflevel", "high"], capture_output=True)
     print(f"Loading model {MODEL_ID} (gpu≤{MAX_GPU_MEM} cpu≤{MAX_CPU_MEM})...", flush=True)
-    tokenizer = AutoTokenizer.from_pretrained(MODEL_ID)
+    tokenizer = AutoTokenizer.from_pretrained(MODEL_ID, local_files_only=True)
     if not tokenizer.chat_template:
         print("No chat_template found — applying Mistral [INST] fallback.", flush=True)
         tokenizer.chat_template = _MISTRAL_TEMPLATE
@@ -78,6 +80,7 @@ async def lifespan(app: FastAPI):
         torch_dtype=torch.float16,
         device_map="auto",
         max_memory={0: MAX_GPU_MEM, "cpu": MAX_CPU_MEM},
+        local_files_only=True,
     )
     model.eval()
     state["tokenizer"] = tokenizer

tour-comfy/car.html

@@ -2299,6 +2299,25 @@
         
         // --- HYDRATION_START ---
         const PRELOADED_IMAGES = [
+                        "_turntable/up_c8be3aa7/views/view_018_270deg.png",
+                        "_turntable/up_c8be3aa7/views/view_017_255deg.png",
+                        "_turntable/up_c8be3aa7/views/view_016_240deg.png",
+                        "_turntable/up_c8be3aa7/views/view_015_225deg.png",
+                        "_turntable/up_c8be3aa7/views/view_014_210deg.png",
+                        "_turntable/up_c8be3aa7/views/view_013_195deg.png",
+                        "_turntable/up_c8be3aa7/views/view_012_180deg.png",
+                        "_turntable/up_c8be3aa7/views/view_011_165deg.png",
+                        "_turntable/up_c8be3aa7/views/view_010_150deg.png",
+                        "_turntable/up_c8be3aa7/views/view_009_135deg.png",
+                        "_turntable/up_c8be3aa7/views/view_008_120deg.png",
+                        "_turntable/up_c8be3aa7/views/view_007_105deg.png",
+                        "_turntable/up_c8be3aa7/views/view_006_090deg.png",
+                        "_turntable/up_c8be3aa7/views/view_005_075deg.png",
+                        "_turntable/up_c8be3aa7/views/view_004_060deg.png",
+                        "_turntable/up_c8be3aa7/views/view_003_045deg.png",
+                        "_turntable/up_c8be3aa7/views/view_002_030deg.png",
+                        "_turntable/up_c8be3aa7/views/view_001_015deg.png",
+                        "_turntable/up_c8be3aa7/views/view_000_000deg.png",
                         "up_b8c61991_face.png",
                         "_turntable/bb_01.png/views/view_008_120deg.png",
                         "_turntable/bb_01.png/views/view_007_105deg.png",
@@ -2789,8 +2808,6 @@
                         "20260627_203054_Screenshot_From_2026-06-27_20-04-11.png",
                         "20260627_203044_image.png",
                         "20260627_203032_image.png",
-                        "_turntable/up_c8be3aa7/views/view_002_030deg.png",
-                        "_turntable/up_c8be3aa7/views/view_003_045deg.png",
                         "20260627_201807_12_20260627_201343_image.png",
                         "20260627_201753_Screenshot_From_2026-06-27_12-32-39.png",
                         "20260627_201751_11_20260627_201343_image.png",
@@ -2807,18 +2824,12 @@
                         "20260627_201418_1_20260627_201343_image.png",
                         "20260627_201400_0_20260627_201343_image.png",
                         "20260627_201343_image.png",
-                        "_turntable/up_c8be3aa7/views/view_007_105deg.png",
-                        "_turntable/up_c8be3aa7/views/view_006_090deg.png",
-                        "_turntable/up_c8be3aa7/views/view_005_075deg.png",
-                        "_turntable/up_c8be3aa7/views/view_004_060deg.png",
-                        "_turntable/up_c8be3aa7/views/view_001_015deg.png",
                         "20260627_200711_11_20260627_200330_image.png",
                         "20260627_200506_image.png",
                         "20260627_200422_2_20260627_200330_image.png",
                         "20260627_200414_image.png",
                         "20260627_200405_1_20260627_200330_image.png",
                         "20260627_200330_image.png",
-                        "_turntable/up_c8be3aa7/views/view_000_000deg.png",
                         "20260627_200201_12_20260627_195835_image.png",
                         "20260627_200144_11_20260627_195835_image.png",
                         "20260627_200127_10_20260627_195835_image.png",
@@ -7497,18 +7508,35 @@
             _lastSelectedGid = gid;
             localStorage.setItem('lastSelectedGid', gid);
             
-            _activeFilmstripTab = 'group';
+            // Default to 'active' tab, but fallback to 'group' if empty
-            ['Group', 'Hidden', 'Source', 'Archived'].forEach(t => {
+            const activeNames = data.names.filter(name => !fileHidden[name] && !fileIsSource[name] && !fileArchived[name]);
+            if (activeNames.length > 0) {
+                _activeFilmstripTab = 'active';
+                lbNames = activeNames;
+                lbUrls = activeNames.map(n => IMAGE_FOLDER + n);
+            } else {
+                _activeFilmstripTab = 'group';
+                lbUrls  = data.urls;
+                lbNames = data.names;
+            }
+
+            ['Active', 'Group', 'Hidden', 'Source', 'Archived'].forEach(t => {
                 const el = document.getElementById(`fsTab${t}`);
-                if (el) el.classList.toggle('active', t.toLowerCase() === 'group');
+                if (el) el.classList.toggle('active', t.toLowerCase() === _activeFilmstripTab);
             });
             _multiSelectModeActive = false;
             _selectedFilenames.clear();
             updateMultiSelectUI();
 
-            lbUrls  = data.urls;
-            lbNames = data.names;
             lbIdx   = startIdx !== undefined ? startIdx : (cycleIdx.get(gid) || 0);
+            // If we are in 'active' tab, ensure lbIdx is valid for lbNames
+            if (_activeFilmstripTab === 'active' && startIdx !== undefined) {
+                const targetName = data.names[startIdx];
+                const activeIdx = lbNames.indexOf(targetName);
+                if (activeIdx !== -1) lbIdx = activeIdx;
+                else lbIdx = 0; // fallback if the image we clicked is not 'active'
+            }
+            
             updateStudio();
             document.getElementById('studio').classList.add('open');
             // Hide main page scrollbar — nothing in studio scrolls the page
@@ -9808,14 +9836,22 @@
                 const r = await fetch(`${API}/output/_data/system_status.json?t=${Date.now()}`, { signal: AbortSignal.timeout(2000) });
                 if (!r.ok) return;
                 const data = await r.json();
-                if (data.locked && !_lastSystemLockState) {
+                if (data.locked) {
-                    _lastSystemLockState = true;
                     if (!privacyMode) togglePrivacyMode();
                     showPrivacyOverlay();
-                    console.log("[privacy] System lock detected, auto-hiding content");
+                    if (!_lastSystemLockState) {
-                    showToast('Privacy lock active (System Locked)', 'info');
+                        _lastSystemLockState = true;
-                } else if (!data.locked) {
+                        console.log("[privacy] System lock detected, auto-hiding content");
-                    _lastSystemLockState = false;
+                        showToast('Privacy lock active (System Locked)', 'info');
+                    }
+                } else {
+                    if (_lastSystemLockState) {
+                        _lastSystemLockState = false;
+                        // If it was locked by system, and now system is unlocked,
+                        // we automatically unlock if privacyMode is still active.
+                        if (privacyMode) togglePrivacyMode();
+                        console.log("[privacy] System unlock detected, restoring content");
+                    }
                 }
             } catch (e) {}
         }

tour-comfy/edit_api.py

@@ -10,6 +10,8 @@ Run ComfyUI first (run_comfyui.sh), then this service (start_api.sh).
 
 import io
 import os
+os.environ["HF_HUB_OFFLINE"] = "1"
+os.environ["TRANSFORMERS_OFFLINE"] = "1"
 import json
 import time
 import uuid
@@ -450,6 +452,12 @@ def on_startup():
         print(f"[output] mount warning: {e}")
     # Write initial static data files (synchronous — ensures files exist before first request)
     _write_all_static()
+    # Trigger pose index backfill
+    try:
+        if _load_pose_estimator():
+            build_pose_index()
+    except Exception:
+        pass
 
 
 # --- helpers ----------------------------------------------------------------
@@ -568,7 +576,7 @@ def _load_tagger():
         cfg       = resolve_data_config(model.pretrained_cfg, model=model)
         transform = create_transform(**cfg)
 
-        lpath  = huggingface_hub.hf_hub_download(WD_MODEL, "selected_tags.csv")
+        lpath  = huggingface_hub.hf_hub_download(WD_MODEL, "selected_tags.csv", local_files_only=True)
         with open(lpath, newline="") as f:
             rows   = list(csv.DictReader(f))
         # category 0=general 4=character 9=rating
@@ -664,6 +672,7 @@ def _load_faceswapper():
                 model_path = huggingface_hub.hf_hub_download(
                     'deepinsight/inswapper', 'inswapper_128.onnx',
                     local_dir=os.path.dirname(model_path),
+                    local_files_only=True
                 )
                 print(f"[faceswap] Downloaded inswapper_128.onnx to {model_path}")
             except Exception as de:
@@ -1294,24 +1303,36 @@ _privacy_lock = threading.Lock()
 
 
 def _privacy_monitor_daemon():
-    """Monitors GNOME screen lock via D-Bus gdbus monitor."""
+    """Monitors GNOME/Freedesktop screen lock via D-Bus gdbus monitor."""
     global _privacy_locked
     print("[privacy] Starting monitor daemon...")
-    # Monitor ScreenSaver state changes
+    
-    cmd = ["gdbus", "monitor", "--session", "--dest", "org.gnome.ScreenSaver", "--object-path", "/org/gnome/ScreenSaver"]
+    # We try to monitor both GNOME and Freedesktop ScreenSaver
-    try:
+    destinations = [
-        proc = subprocess.Popen(cmd, stdout=subprocess.PIPE, stderr=subprocess.STDOUT, text=True)
+        ("org.gnome.ScreenSaver", "/org/gnome/ScreenSaver"),
-        for line in proc.stdout:
+        ("org.freedesktop.ScreenSaver", "/org/freedesktop/ScreenSaver")
-            # Lines look like: /org/gnome/ScreenSaver: org.gnome.ScreenSaver.ActiveChanged (true,)
+    ]
-            if "ActiveChanged" in line:
+    
-                is_locked = "(true,)" in line
+    def monitor(dest, obj_path):
-                with _privacy_lock:
+        global _privacy_locked
-                    if _privacy_locked != is_locked:
+        cmd = ["gdbus", "monitor", "--session", "--dest", dest, "--object-path", obj_path]
-                        _privacy_locked = is_locked
+        try:
-                        print(f"[privacy] System lock state change detected: {is_locked}")
+            proc = subprocess.Popen(cmd, stdout=subprocess.PIPE, stderr=subprocess.STDOUT, text=True)
-                        _write_all_static()
+            for line in proc.stdout:
-    except Exception as e:
+                # GNOME: ActiveChanged (true,) or (false,)
-        print(f"[privacy] Monitor error (is gdbus installed?): {e}")
+                # Freedesktop: Locked or ActiveChanged
+                if "ActiveChanged" in line or "Locked" in line:
+                    is_locked = "(true,)" in line or "true" in line.lower()
+                    with _privacy_lock:
+                        if _privacy_locked != is_locked:
+                            _privacy_locked = is_locked
+                            print(f"[privacy] System lock state change detected via {dest}: {is_locked}")
+                            _write_all_static()
+        except Exception as e:
+             print(f"[privacy] Monitor error for {dest}: {e}")
+
+    for dest, path in destinations:
+        threading.Thread(target=monitor, args=(dest, path), daemon=True).start()
 
 
 def _write_json(path: str, data) -> None:
@@ -4778,22 +4799,37 @@ def _build_pose_index_task():
         with _pose_index_lock:
             idx = _load_pose_index()
         persons = database.list_persons()
-        todo = [p[0] for p in persons
+        
-                if p[0] not in idx
+        # p[17] is pose_description, p[18] is pose_skeleton
+        todo = [p for p in persons
+                if (p[0] not in idx or p[17] is None or p[18] is None)
                 and (p[12] or "image") != "video"
                 and p[0].lower().endswith(('.png', '.jpg', '.jpeg', '.webp'))]
+        
         _pose_index_status.update(running=True, done=0, total=len(todo))
-        print(f"[pose] index build: {len(todo)} images to process")
+        print(f"[pose] index build/backfill: {len(todo)} images to process")
         dirty = 0
-        for fn in todo:
+        for p in todo:
+            fn = p[0]
             try:
                 fpath = os.path.join(output_dir, fn)
                 if os.path.exists(fpath):
-                    best = _best_person(infer(Image.open(fpath).convert("RGB")))
+                    people = infer(Image.open(fpath).convert("RGB"))
-                    desc = _pose_descriptor(best) if best is not None else None
+                    best = _best_person(people)
-                    if desc is not None:
+                    
-                        idx[fn] = desc
+                    pose_desc = None
-                        dirty += 1
+                    pose_skel = None
+                    if best is not None:
+                        pose_desc = _describe_pose(best)
+                        pose_skel = json.dumps(best)
+                        desc = _pose_descriptor(best)
+                        if desc is not None:
+                            idx[fn] = desc
+                            dirty += 1
+                    
+                    # Update DB if missing
+                    if p[17] is None or p[18] is None:
+                        database.upsert_person(fn, pose_description=pose_desc, pose_skeleton=pose_skel)
             except Exception as e:
                 print(f"[pose] index error for {fn}: {e}")
             _pose_index_status["done"] += 1

tour-comfy/embeddings.py

@@ -1,7 +1,9 @@
 import torch
+import os
+os.environ["HF_HUB_OFFLINE"] = "1"
+os.environ["TRANSFORMERS_OFFLINE"] = "1"
 import open_clip
 from PIL import Image
-import os
 import threading
 
 _model = None

tour-comfy/watcher.py

@@ -1,4 +1,6 @@
 import os
+os.environ["HF_HUB_OFFLINE"] = "1"
+os.environ["TRANSFORMERS_OFFLINE"] = "1"
 import time
 import json
 import shutil