chore: migrate type checker from mypy to ty

Replace mypy with Astral's ty for faster type checking. Fix Image.BICUBIC deprecation and inline **kwargs for ty compatibility. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-03-01 22:25:14 -03:30 · 2026-03-01 22:25:14 -03:30 · db2a8cecf0
commit db2a8cecf0
parent b95c1f9e31
8 changed files with 51 additions and 151 deletions
--- a/CLAUDE.md
+++ b/CLAUDE.md
@ -25,7 +25,7 @@ MLX inference port of CorridorKey for Apple Silicon.
 ## Conventions

 - Python 3.12+, uv for deps
- ruff for lint/format, mypy for types, pytest for tests
+- ruff for lint/format, ty for types, pytest for tests
 - MLX uses NHWC — centralize layout transforms in `utils/`
 - All non-trivial changes need a validation path
 - Inference only — no training code
@ -41,5 +41,5 @@ MLX inference port of CorridorKey for Apple Silicon.
 uv run pytest                # run tests
 uv run ruff check .          # lint
 uv run ruff format .         # format
-uv run mypy src/             # type check
+uv run ty check              # type check
 ```
--- a/README.md
+++ b/README.md
@ -95,7 +95,7 @@ results = infer_and_save(model, "input.png", "alpha_hint.png", "output/")
 uv run pytest              # tests
 uv run ruff check .        # lint
 uv run ruff format .       # format
-uv run mypy src/           # type check
+uv run ty check            # type check
 ```

 For PyTorch reference work:
--- a/pyproject.toml
+++ b/pyproject.toml
@ -14,10 +14,10 @@ dependencies = [

 [dependency-groups]
 dev = [
-    "mypy>=1.19.1",
    "pytest>=9.0.2",
    "pytest-xdist>=3.8.0",
    "ruff>=0.15.4",
+    "ty>=0.0.19",
 ]
 reference = [
    "timm>=1.0.25",
@ -45,7 +45,8 @@ src = ["src"]
 [tool.ruff.lint]
 select = ["E", "F", "I", "UP", "B", "SIM", "TCH"]

-[tool.mypy]
-python_version = "3.11"
-strict = true
-mypy_path = "src"
+[tool.ty.src]
+include = ["src/", "tests/"]
+
+[tool.ty.environment]
+python-version = "3.11"
--- a/src/corridorkey_mlx/convert/converter.py
+++ b/src/corridorkey_mlx/convert/converter.py
@ -160,7 +160,7 @@ def load_pytorch_checkpoint(checkpoint_path: Path) -> dict[str, np.ndarray]:

    Requires torch to be installed (reference dependency group).
    """
-    import torch
+    import torch  # ty: ignore[unresolved-import]

    raw = torch.load(checkpoint_path, map_location="cpu", weights_only=True)
    state_dict = raw.get("state_dict", raw)
--- a/src/corridorkey_mlx/engine.py
+++ b/src/corridorkey_mlx/engine.py
@ -129,13 +129,13 @@ class CorridorKeyMLXEngine:
        # -- resize to model resolution --
        if rgb_f32.shape[0] != self._img_size or rgb_f32.shape[1] != self._img_size:
            rgb_pil = Image.fromarray(image).resize(
-                (self._img_size, self._img_size), Image.BICUBIC
+                (self._img_size, self._img_size), Image.Resampling.BICUBIC
            )
            rgb_f32 = np.asarray(rgb_pil, dtype=np.float32) / 255.0

            mask_u8 = mask_linear if mask_linear.ndim == 2 else mask_linear[:, :, 0]
            mask_pil = Image.fromarray(mask_u8, mode="L").resize(
-                (self._img_size, self._img_size), Image.BICUBIC
+                (self._img_size, self._img_size), Image.Resampling.BICUBIC
            )
            mask_f32 = np.asarray(mask_pil, dtype=np.float32)[:, :, np.newaxis] / 255.0

@ -172,11 +172,11 @@ class CorridorKeyMLXEngine:
        if alpha_u8.shape[0] != original_h or alpha_u8.shape[1] != original_w:
            target = (original_w, original_h)
            alpha_u8 = np.asarray(
-                Image.fromarray(alpha_u8, mode="L").resize(target, Image.BICUBIC),
+                Image.fromarray(alpha_u8, mode="L").resize(target, Image.Resampling.BICUBIC),
                dtype=np.uint8,
            )
            fg_u8 = np.asarray(
-                Image.fromarray(fg_u8, mode="RGB").resize(target, Image.BICUBIC),
+                Image.fromarray(fg_u8, mode="RGB").resize(target, Image.Resampling.BICUBIC),
                dtype=np.uint8,
            )

--- a/src/corridorkey_mlx/io/image.py
+++ b/src/corridorkey_mlx/io/image.py
@ -28,7 +28,7 @@ def load_image(path: str | Path, img_size: int | None = None) -> np.ndarray:
    """
    img = Image.open(path).convert("RGB")
    if img_size is not None:
-        img = img.resize((img_size, img_size), Image.BICUBIC)
+        img = img.resize((img_size, img_size), Image.Resampling.BICUBIC)
    return np.asarray(img, dtype=np.float32) / 255.0


@ -41,7 +41,7 @@ def load_alpha_hint(path: str | Path, img_size: int | None = None) -> np.ndarray
    """
    img = Image.open(path).convert("L")
    if img_size is not None:
-        img = img.resize((img_size, img_size), Image.BICUBIC)
+        img = img.resize((img_size, img_size), Image.Resampling.BICUBIC)
    return np.asarray(img, dtype=np.float32)[:, :, np.newaxis] / 255.0


--- a/src/corridorkey_mlx/model/decoder.py
+++ b/src/corridorkey_mlx/model/decoder.py
@ -44,10 +44,15 @@ class DecoderHead(nn.Module):

        # Pre-build upsamplers for feature maps at strides 2x, 4x, 8x
        # relative to the first (stride-4) feature map.
-        upsample_kwargs = {"mode": "linear", "align_corners": False}
-        self._upsampler_2x = nn.Upsample(scale_factor=(2.0, 2.0), **upsample_kwargs)
-        self._upsampler_4x = nn.Upsample(scale_factor=(4.0, 4.0), **upsample_kwargs)
-        self._upsampler_8x = nn.Upsample(scale_factor=(8.0, 8.0), **upsample_kwargs)
+        self._upsampler_2x = nn.Upsample(
+            scale_factor=(2.0, 2.0), mode="linear", align_corners=False
+        )
+        self._upsampler_4x = nn.Upsample(
+            scale_factor=(4.0, 4.0), mode="linear", align_corners=False
+        )
+        self._upsampler_8x = nn.Upsample(
+            scale_factor=(8.0, 8.0), mode="linear", align_corners=False
+        )

        fused_channels = embed_dim * len(in_channels)
        self.linear_fuse = nn.Conv2d(fused_channels, embed_dim, kernel_size=1, bias=False)
--- a/uv.lock
+++ b/uv.lock
@ -72,10 +72,10 @@ dependencies = [

 [package.dev-dependencies]
 dev = [
-    { name = "mypy" },
    { name = "pytest" },
    { name = "pytest-xdist" },
    { name = "ruff" },
+    { name = "ty" },
 ]
 reference = [
    { name = "timm" },
@ -94,10 +94,10 @@ requires-dist = [

 [package.metadata.requires-dev]
 dev = [
-    { name = "mypy", specifier = ">=1.19.1" },
    { name = "pytest", specifier = ">=9.0.2" },
    { name = "pytest-xdist", specifier = ">=3.8.0" },
    { name = "ruff", specifier = ">=0.15.4" },
+    { name = "ty", specifier = ">=0.0.19" },
 ]
 reference = [
    { name = "timm", specifier = ">=1.0.25" },
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