Remove obsolete implementation and simplify project structure

2026-08-21 09:46:50 +08:00
parent b5a2f9690c
commit af5603045c
100 changed files with 365 additions and 365 deletions
--- a/src/anyimage/server/model_catalog.py
+++ b/src/anyimage/server/model_catalog.py
@@ -0,0 +1,188 @@
+from dataclasses import dataclass
+
+
+@dataclass(frozen=True)
+class ModelSpec:
+    key: str
+    label: str
+    directory_name: str
+    repository: str
+    license_name: str
+    description: str
+    supports_gs: bool
+    download_patterns: tuple[str, ...] = ()
+    ready_patterns: tuple[str, ...] = ("config.json", "*.safetensors")
+    enabled: bool = True
+    r2_directory: str = ""
+    r2_files: tuple[tuple[str, int, str], ...] = ()
+
+
+MODELS = {
+    "SMALL": ModelSpec(
+        key="SMALL",
+        label="DA3 Small",
+        directory_name="DA3-SMALL",
+        repository="depth-anything/DA3-SMALL",
+        license_name="Apache 2.0",
+        description="Fastest any-view model using ONNX Runtime",
+        supports_gs=False,
+        download_patterns=("model.onnx",),
+        ready_patterns=("model.onnx",),
+        r2_directory="DA3-SMALL",
+        r2_files=(
+            ("model.onnx", 105484029, "7a9d81475b3e2334ace0d6d2c2a816b3c93081437e1866cc434ce1789125f631"),
+        ),
+    ),
+    "BASE": ModelSpec(
+        key="BASE",
+        label="DA3 Base",
+        directory_name="DA3-BASE",
+        repository="depth-anything/DA3-BASE",
+        license_name="Apache 2.0",
+        description="Balanced any-view model using ONNX Runtime",
+        supports_gs=False,
+        download_patterns=("model.onnx",),
+        ready_patterns=("model.onnx",),
+        r2_directory="DA3-BASE",
+        r2_files=(
+            ("model.onnx", 412856697, "31f38fc4990539d7902ba267924b9731db1acb00d840c248a60b1865810ff9e6"),
+        ),
+    ),
+    "GIANT_1_1": ModelSpec(
+        key="GIANT_1_1",
+        label="DA3 Giant 1.1",
+        directory_name="da3_giant_1_1",
+        repository="depth-anything/DA3-GIANT-1.1",
+        license_name="CC BY-NC 4.0",
+        description="Non-commercial Giant model with Gaussian head",
+        supports_gs=True,
+        enabled=False,
+    ),
+    "NESTED_GIANT_LARGE_1_1": ModelSpec(
+        key="NESTED_GIANT_LARGE_1_1",
+        label="DA3 Nested Giant Large 1.1",
+        directory_name="da3_nested_giant_large_1_1",
+        repository="depth-anything/DA3NESTED-GIANT-LARGE-1.1",
+        license_name="CC BY-NC 4.0",
+        description="Non-commercial nested model with metric depth and Gaussian head",
+        supports_gs=True,
+        enabled=False,
+    ),
+}
+
+BEN2_MODEL = ModelSpec(
+    key="BEN2_BASE",
+    label="BEN2 Base",
+    directory_name="BEN2-ONNX",
+    repository="onnx-community/BEN2-ONNX",
+    license_name="Apache 2.0",
+    description="Fast high-quality FP16 ONNX background removal model",
+    supports_gs=False,
+    download_patterns=("onnx/model_fp16.onnx",),
+    ready_patterns=("onnx/model_fp16.onnx",),
+    r2_directory="BEN2-ONNX",
+    r2_files=((
+        "onnx/model_fp16.onnx",
+        219121675,
+        "dfdc25f421f32a0d1268e0f2ff2153d340e8f1d52d3dd16f5dc33c1ce85cedf1",
+    ),),
+)
+
+
+MOGE2_MODELS = {
+    "MOGE2_VITS_NORMAL": ModelSpec(
+        key="MOGE2_VITS_NORMAL",
+        label="MoGe-2 ViT-S Normal",
+        directory_name="moge-2-vits-normal-onnx",
+        repository="Ruicheng/moge-2-vits-normal-onnx",
+        license_name="MIT",
+        description="Fastest MoGe-2 model using ONNX Runtime",
+        supports_gs=False,
+        download_patterns=("model.onnx",),
+        ready_patterns=("model.onnx",),
+        r2_directory="moge-2-vits-normal-onnx",
+        r2_files=((
+            "model.onnx",
+            140852051,
+            "24eacb5dc7a2c54c7bc98f7de085ffbed79ad006ea5b664c2c2cdc02ff3a52f0",
+        ),),
+    ),
+    "MOGE2_VITB_NORMAL": ModelSpec(
+        key="MOGE2_VITB_NORMAL",
+        label="MoGe-2 ViT-B Normal",
+        directory_name="moge-2-vitb-normal-onnx",
+        repository="Ruicheng/moge-2-vitb-normal-onnx",
+        license_name="MIT",
+        description="Balanced MoGe-2 model using ONNX Runtime",
+        supports_gs=False,
+        download_patterns=("model.onnx",),
+        ready_patterns=("model.onnx",),
+        r2_directory="moge-2-vitb-normal-onnx",
+        r2_files=((
+            "model.onnx",
+            419411850,
+            "bbf14e07a30f11e69d36ab861590123f5598ababcbc8946a063eb4a966f35a21",
+        ),),
+    ),
+    "MOGE2_VITL_NORMAL": ModelSpec(
+        key="MOGE2_VITL_NORMAL",
+        label="MoGe-2 ViT-L Normal",
+        directory_name="moge-2-vitl-normal-onnx",
+        repository="Ruicheng/moge-2-vitl-normal-onnx",
+        license_name="MIT",
+        description="Highest-quality MoGe-2 model using ONNX Runtime",
+        supports_gs=False,
+        download_patterns=("model.onnx",),
+        ready_patterns=("model.onnx",),
+        r2_directory="moge-2-vitl-normal-onnx",
+        r2_files=((
+            "model.onnx",
+            1324265014,
+            "afbc4ccc3450298f3afb35b90f015f4c4f552dea21dc6470d5f7b78b77e2d751",
+        ),),
+    ),
+}
+MOGE2_MODEL = MOGE2_MODELS["MOGE2_VITS_NORMAL"]
+DOWNLOADABLE_MODELS = {
+    **MODELS,
+    BEN2_MODEL.key: BEN2_MODEL,
+    **MOGE2_MODELS,
+}
+MODEL_NUMBERS = {
+    model_key: number for number, model_key in enumerate(MODELS)
+}
+
+
+def get_model(model_key):
+    try:
+        return MODELS[model_key]
+    except KeyError as error:
+        raise ValueError(f"Unknown DA3 model: {model_key}") from error
+
+
+def get_downloadable_model(model_key):
+    try:
+        return DOWNLOADABLE_MODELS[model_key]
+    except KeyError as error:
+        raise ValueError(f"Unknown model: {model_key}") from error
+
+
+def model_directory_name(model_key):
+    """Return the model's folder name inside the shared models directory."""
+    return get_downloadable_model(model_key).directory_name
+
+
+def model_record(model, ready=False):
+    """Return public model metadata exposed by the Models Resource."""
+    return {
+        "key": model.key,
+        "label": model.label,
+        "description": model.description,
+        "license": model.license_name,
+        "supports_gs": model.supports_gs,
+        "enabled": model.enabled,
+        "family": "moge2" if model.key.startswith("MOGE2_") else (
+            "ben2" if model.key == BEN2_MODEL.key else "da3"
+        ),
+        "ready": bool(ready),
+    }