fix scipy.integrate stubtests

README.md

@@ -87,12 +87,13 @@ pyright), the "type completeness score" is **42.6%**.
 | `scipy.__init__`                  | 3: ready        |
 | `scipy._lib`                      | 2: partial      |
 | `scipy.cluster`                   | 1: skeleton     |
-| `scipy.constants`                 | 3: ready        |
+| `scipy.constants`                 | **4: done**     |
 | `scipy.datasets`                  | 2: partial      |
 | `scipy.fft`                       | 2: partial      |
 | `scipy.fft._pocketfft`            | 2: partial      |
 | `scipy.fftpack`                   | 2: partial      |
-| `scipy.integrate`                 | 3: ready        |
+| `scipy.integrate`                 | **4: done**     |
+| `scipy.integrate._bvp`            | 2: partial      |
 | `scipy.integrate._ivp`            | 2: partial      |
 | `scipy.interpolate`               | 2: partial      |
 | `scipy.io`                        | 2: partial      |
@@ -115,11 +116,11 @@ pyright), the "type completeness score" is **42.6%**.
 | `scipy.special.cython_special`    | 2: partial      |
 | `scipy.stats`                     | 2: partial      |
 | `scipy.stats.contingency`         | 1: skeleton     |
-| `scipy.stats.distributions`       | 4: done         |
+| `scipy.stats.distributions`       | **4: done**     |
 | `scipy.stats.mstats`              | 1: skeleton     |
 | `scipy.stats.qmc`                 | 2: partial      |
 | `scipy.stats.sampling`            | 1: skeleton     |
-| `scipy.version`                   | 4: done         |
+| `scipy.version`                   | **4: done**     |
 
 Status labels:
 

scipy-stubs/integrate/_bvp.pyi

@@ -1,12 +1,11 @@
-# TODO: Annotate the private functions as well
-
 from collections.abc import Callable, Sequence
 from typing import Any, Final, Generic, Literal, TypeAlias, overload
 from typing_extensions import TypeVar
 
 import numpy as np
 import numpy.typing as npt
 import optype.numpy as onpt
+from scipy._typing import UntypedCallable
 from scipy.interpolate import PPoly
 
 _SCT = TypeVar("_SCT", bound=np.generic)
@@ -40,13 +39,34 @@ _FunBCR_p: TypeAlias = Callable[
 ]
 _FunBCR_jac: TypeAlias = Callable[
     [_Array_1d[_SCT_fc], _Array_1d[_SCT_fc]],
-    tuple[npt.NDArray[_SCT_fc], npt.NDArray[_SCT_fc]]
+    tuple[npt.NDArray[_SCT_fc], npt.NDArray[_SCT_fc]],
 ]
 _FunBCR_jac_p: TypeAlias = Callable[
     [_Array_1d[_SCT_fc], _Array_1d[_SCT_fc], _Array_1d[np.float64]],
-    tuple[npt.NDArray[_SCT_fc], npt.NDArray[_SCT_fc], npt.NDArray[_SCT_fc]]
+    tuple[npt.NDArray[_SCT_fc], npt.NDArray[_SCT_fc], npt.NDArray[_SCT_fc]],
 ]
 
+EPS: Final[float]
+TERMINATION_MESSAGES: Final[dict[int, str]]
+
+# private functions
+# TODO: Annotate these
+estimate_fun_jac: UntypedCallable
+estimate_bc_jac: UntypedCallable
+compute_jac_indices: UntypedCallable
+stacked_matmul: UntypedCallable
+construct_global_jac: UntypedCallable
+collocation_fun: UntypedCallable
+prepare_sys: UntypedCallable
+solve_newton: UntypedCallable
+print_iteration_progress: Callable[..., None]
+estimate_rms_residuals: UntypedCallable
+create_spline: UntypedCallable
+modify_mesh: UntypedCallable
+wrap_functions: UntypedCallable
+
+def print_iteration_header() -> None: ...
+
 # NOTE: this inherits from `scipy.optimize.OptimizeResult` at runtime.
 # But because `BVPResult` doesn't share all members (and optional attributes
 # still aren't a thing), it was omitted as a base class here.
@@ -59,10 +79,9 @@ class BVPResult(Generic[_SCT_fc]):
     status: Final[Literal[0, 1, 2]]
     message: Final[str]
     success: Final[bool]
-    @property
-    def y(self, /) -> onpt.Array[tuple[int, int], _SCT_fc]: ...
-    @property
-    def yp(self) -> onpt.Array[tuple[int, int], _SCT_fc]: ...
+
+    y: onpt.Array[tuple[int, int], _SCT_fc]
+    yp: onpt.Array[tuple[int, int], _SCT_fc]
 
 # public
 @overload

scipy-stubs/integrate/_ivp/base.pyi

@@ -1,10 +1,10 @@
 from collections.abc import Callable, Sequence
-from typing import Any, ClassVar, Final, Generic, Literal, TypeAlias, TypeVar
+from typing import Any, ClassVar, Final, Generic, Literal, TypeAlias, TypeVar, overload
 
 import numpy as np
 import numpy.typing as npt
 import optype.numpy as onpt
-from scipy._typing import Untyped
+import scipy._typing as spt
 
 _VT = TypeVar("_VT", bound=npt.NDArray[np.inexact[Any]], default=npt.NDArray[np.inexact[Any]])
 
@@ -54,9 +54,12 @@ class DenseOutput:
     t: Final[float]
     t_min: Final[float]
     t_max: Final[float]
-    def __init__(self, t_old: float, t: float, /) -> None: ...
-    def __call__(self, /, t: _ArrayLikeReal) -> Untyped: ...
+    def __init__(self, /, t_old: float, t: float) -> None: ...
+    @overload
+    def __call__(self, /, t: spt.AnyReal) -> onpt.Array[tuple[int], np.inexact[Any]]: ...
+    @overload
+    def __call__(self, /, t: _ArrayLikeReal) -> npt.NDArray[np.inexact[Any]]: ...
 
 class ConstantDenseOutput(DenseOutput, Generic[_VT]):
-    value: Untyped
-    def __init__(self, t_old: float, t: float, /, value: _VT) -> None: ...
+    value: _VT
+    def __init__(self, /, t_old: float, t: float, value: _VT) -> None: ...

scipy-stubs/integrate/_ivp/bdf.pyi

@@ -43,6 +43,7 @@ class BDF(OdeSolver):
     LU: Untyped
     def __init__(
         self,
+        /,
         fun: UntypedCallable,
         t0: Untyped,
         y0: Untyped,
@@ -62,4 +63,4 @@ class BdfDenseOutput(DenseOutput):
     t_shift: Untyped
     denom: Untyped
     D: Untyped
-    def __init__(self, t_old: float, t: float, /, h: Untyped, order: Untyped, D: Untyped) -> None: ...
+    def __init__(self, /, t_old: float, t: float, h: Untyped, order: Untyped, D: Untyped) -> None: ...

scipy-stubs/integrate/_ivp/ivp.pyi

@@ -31,7 +31,7 @@ class OdeResult(Generic[_SCT_cf]):
     message: str
     success: bool
 
-def prepare_events(events: UntypedCallable | Sequence[UntypedCallable], t0: Untyped) -> tuple[Untyped, Untyped, Untyped]: ...
+def prepare_events(events: UntypedCallable | Sequence[UntypedCallable]) -> tuple[Untyped, Untyped, Untyped]: ...
 def solve_event_equation(event: Untyped, sol: Untyped, t_old: Untyped, t: Untyped) -> Untyped: ...
 def handle_events(
     sol: DenseOutput,

scipy-stubs/integrate/_ivp/lsoda.pyi

@@ -6,6 +6,7 @@ from .base import DenseOutput, OdeSolver
 class LSODA(OdeSolver):
     def __init__(
         self,
+        /,
         fun: UntypedCallable,
         t0: Untyped,
         y0: Untyped,
@@ -26,4 +27,4 @@ class LsodaDenseOutput(DenseOutput):
     h: Untyped
     yh: Untyped
     p: Untyped
-    def __init__(self, t_old: float, t: float, /, h: Untyped, order: Untyped, yh: Untyped) -> None: ...
+    def __init__(self, /, t_old: float, t: float, h: Untyped, order: Untyped, yh: Untyped) -> None: ...

scipy-stubs/integrate/_ivp/radau.pyi

@@ -50,6 +50,7 @@ class Radau(OdeSolver):
     Z: Untyped
     def __init__(
         self,
+        /,
         fun: UntypedCallable,
         t0: Untyped,
         y0: Untyped,
@@ -69,4 +70,4 @@ class RadauDenseOutput(DenseOutput):
     Q: Untyped
     order: Untyped
     y_old: Untyped
-    def __init__(self, t_old: float, t: float, /, y_old: Untyped, Q: Untyped) -> None: ...
+    def __init__(self, /, t_old: float, t: float, y_old: Untyped, Q: Untyped) -> None: ...

scipy-stubs/integrate/_ivp/rk.pyi

@@ -37,6 +37,7 @@ class RungeKutta(OdeSolver):
     h_previous: Untyped
     def __init__(
         self,
+        /,
         fun: UntypedCallable,
         t0: Untyped,
         y0: Untyped,
@@ -63,6 +64,7 @@ class DOP853(RungeKutta):
     K: Untyped
     def __init__(
         self,
+        /,
         fun: UntypedCallable,
         t0: Untyped,
         y0: Untyped,
@@ -80,10 +82,10 @@ class RkDenseOutput(DenseOutput):
     Q: Untyped
     order: Untyped
     y_old: Untyped
-    def __init__(self, t_old: float, t: float, /, y_old: Untyped, Q: Untyped) -> None: ...
+    def __init__(self, /, t_old: float, t: float, y_old: Untyped, Q: Untyped) -> None: ...
 
 class Dop853DenseOutput(DenseOutput):
     h: Untyped
     F: Untyped
     y_old: Untyped
-    def __init__(self, t_old: float, t: float, /, y_old: Untyped, F: Untyped) -> None: ...
+    def __init__(self, /, t_old: float, t: float, y_old: Untyped, F: Untyped) -> None: ...