refactor: collapse Config proxy, migrate tracker to SQLite, split reconcile module

- Config: remove _ConfigAccessor and ConfigManager; use __getattr__ for lazy
  loading on single _Config class; re-register self as _instance in __getattr__
  so reset() always clears the correct object (item 1)
- upload_tracker: replace hand-rolled JSON store with sqlite3; auto-migrates
  existing JSON on first run; remove dead record_frigate_file function;
  connection re-opens when CACHE_DIR changes for test isolation (items 2, 8)
- diversity: move ThreadPoolExecutor import to module level; inject optional
  fetch_fn parameter for testability (items 3, 6)
- pyproject: consolidate 4 variant files into extras (gpu/rocm/intel/cpu);
  update Dockerfile to use --extra flag; delete variant pyproject/lock files;
  uv.lock needs regen with `uv lock` after this change (item 4)
- jobs: extract _build_job helper to separate business logic from terminal I/O;
  auto_configure delegates dedup/selection to _build_job (item 5)
- logging: convert f-string log calls to % interpolation throughout all winnow/
  modules (item 7)
- reconcile: new module with reconcile_frigate_mappings and
  enrich_asset_with_face_data extracted from executor.py (item 9)
- scheduler: print next scheduled run time after startup and after each run;
  fix f-string logger.error call (item 10)

pyproject.toml

@@ -17,11 +17,7 @@ classifiers = [
 dependencies = [
     "croniter>=5.0.2",
     "insightface>=0.7.3",
-    "nvidia-cudnn-cu12>=9.0.0",
     "numpy>=2.2.6",
-    "onnxruntime-gpu>=1.23.2; sys_platform == 'linux' and platform_machine == 'x86_64'",
-    "onnxruntime>=1.23.2; sys_platform == 'linux' and platform_machine != 'x86_64'",
-    "onnxruntime>=1.23.2; sys_platform != 'linux'",
     "opencv-python-headless>=4.12.0.88",
     "pillow>=12.1.0",
     "python-dotenv>=1.2.1",
@@ -29,6 +25,12 @@ dependencies = [
     "rich>=14.2.0",
 ]
 
+[project.optional-dependencies]
+gpu   = ["onnxruntime-gpu>=1.23.2", "nvidia-cudnn-cu12>=9.0.0"]
+rocm  = ["onnxruntime-rocm>=1.16.0"]
+intel = ["onnxruntime-openvino>=1.20.0"]
+cpu   = ["onnxruntime>=1.23.2"]
+
 [project.scripts]
 winnow = "winnow.cli:main"
 
@@ -38,10 +40,13 @@ Changelog = "https://github.com/sudolulo/winnow/blob/main/CHANGELOG.md"
 Documentation = "https://github.com/sudolulo/winnow/wiki"
 
 [tool.uv]
+index-strategy = "unsafe-best-match"
 conflicts = [
     [
-        { package = "onnxruntime" },
-        { package = "onnxruntime-gpu" },
+        { extra = "gpu" },
+        { extra = "rocm" },
+        { extra = "intel" },
+        { extra = "cpu" },
     ],
 ]
 required-environments = [
@@ -77,11 +82,14 @@ insightface = "insightface"
 numpy = "numpy"
 nvidia-cudnn-cu12 = "nvidia.cudnn"
 onnxruntime-gpu = "onnxruntime"
+onnxruntime-rocm = "onnxruntime"
+onnxruntime-openvino = "onnxruntime"
+onnxruntime = "onnxruntime"
 requests = "requests"
 rich = "rich"
 
 [tool.deptry.per_rule_ignores]
-DEP002 = ["onnxruntime-gpu", "nvidia-cudnn-cu12"]
+DEP002 = ["onnxruntime-gpu", "nvidia-cudnn-cu12", "onnxruntime-rocm", "onnxruntime-openvino", "onnxruntime"]
 
 [tool.pytest.ini_options]
 testpaths = ["tests"]
@@ -89,4 +97,3 @@ testpaths = ["tests"]
 [build-system]
 requires = ["hatchling"]
 build-backend = "hatchling.build"
-