add docstring and typing stubs

.gitignore

@@ -142,3 +142,4 @@ cython_debug/
 
 _skbuild/
 .pyodide-xbuildenv/
+stubs

Makefile

@@ -64,6 +64,10 @@ python_sdist:
 python_test: pytest
 .PHONY: build
 
+restub:
+	pybind11-stubgen fast_viterbi._core -o stubs
+	cp stubs/fast_viterbi/_core.pyi src/fast_viterbi
+
 # conda create -y -n py37 python=3.7
 # conda create -y -n py38 python=3.8
 # conda create -y -n py39 python=3.9

pyproject.toml

@@ -5,7 +5,7 @@ build-backend = "scikit_build_core.build"
 
 [project]
 name = "fast_viterbi"
-version = "0.1.1"
+version = "0.1.2"
 description="a viterbi algo collection"
 readme = "README.md"
 authors = [

src/fast_viterbi/_core.pyi

@@ -0,0 +1,104 @@
+"""
+
+Pybind11 example plugin
+-----------------------
+
+.. currentmodule:: scikit_build_example
+
+.. autosummary::
+   :toctree: _generate
+
+   add
+   subtract
+
+"""
+
+from __future__ import annotations
+
+import typing
+
+__all__ = ["FastViterbi", "add", "subtract"]
+
+class FastViterbi:
+    def __init__(
+        self,
+        K: int,
+        N: int,
+        scores: dict[tuple[tuple[int, int], tuple[int, int]], float],
+    ) -> None:
+        """
+        Initialize FastViterbi object.
+
+        Args:
+            K (int): Number of nodes per layer.
+            N (int): Number of layers.
+            scores (dict): Scores for node transitions.
+        """
+    def all_road_paths(self) -> list[list[int]]:
+        """
+        Get all road paths.
+
+        Returns:
+            list: All road paths in the graph.
+        """
+    @typing.overload
+    def inference(self) -> tuple[float, list[int]]:
+        """
+        Perform inference without a road path.
+
+        Returns:
+            tuple: Best path and its score.
+        """
+    @typing.overload
+    def inference(self, road_path: list[int]) -> tuple[float, list[int], list[int]]:
+        """
+        Perform inference with a given road path.
+
+        Args:
+            road_path (list): List of road indices representing a path.
+
+        Returns:
+            tuple: Best path and its score.
+        """
+    def scores(self, node_path: list[int]) -> list[float]:
+        """
+        Get scores for a given node path.
+
+        Args:
+            node_path (list): List of node indices representing a path.
+
+        Returns:
+            float: Total score for the given path.
+        """
+    def setup_roads(self, roads: list[list[int]]) -> bool:
+        """
+        Set up roads for the Viterbi algorithm.
+
+        Args:
+            roads (list): List of road sequences.
+        """
+    def setup_shortest_road_paths(
+        self, sp_paths: dict[tuple[tuple[int, int], tuple[int, int]], list[int]]
+    ) -> bool:
+        """
+        Set up shortest road paths.
+
+        Args:
+            sp_paths (dict): Dictionary of shortest paths between nodes.
+        """
+
+def add(arg0: int, arg1: int) -> int:
+    """
+    Add two numbers
+
+    Some other explanation about the add function.
+    """
+
+def subtract(arg0: int, arg1: int) -> int:
+    """
+    Subtract two numbers
+
+    Some other explanation about the subtract function.
+    """
+
+__version__: str = "0.1.2"

src/main.cpp

@@ -398,19 +398,68 @@ PYBIND11_MODULE(_core, m) {
     using NodeIndex = FastViterbi::NodeIndex;
     py::class_<FastViterbi>(m, "FastViterbi", py::module_local(), py::dynamic_attr())           //
         .def(py::init<int, int, const std::map<std::tuple<NodeIndex, NodeIndex>, double> &>(),  //
-             "K"_a, "N"_a, "scores"_a)
+             "K"_a, "N"_a, "scores"_a,
+             R"pbdoc(
+             Initialize FastViterbi object.
+
+             Args:
+                 K (int): Number of nodes per layer.
+                 N (int): Number of layers.
+                 scores (dict): Scores for node transitions.
+             )pbdoc")
         //
-        .def("scores", &FastViterbi::scores, "node_path")
+        .def("scores", &FastViterbi::scores, "node_path"_a,
+             R"pbdoc(
+             Get scores for a given node path.
+
+             Args:
+                 node_path (list): List of node indices representing a path.
+
+             Returns:
+                 float: Total score for the given path.
+             )pbdoc")
         //
-        .def("inference", py::overload_cast<>(&FastViterbi::inference, py::const_))
+        .def("inference", py::overload_cast<>(&FastViterbi::inference, py::const_),
+             R"pbdoc(
+             Perform inference without a road path.
+
+             Returns:
+                 tuple: Best path and its score.
+             )pbdoc")
         //
-        .def("setup_roads", &FastViterbi::setup_roads, "roads"_a)
-        .def("setup_shortest_road_paths", &FastViterbi::setup_shortest_road_paths, "sp_paths"_a)
+        .def("setup_roads", &FastViterbi::setup_roads, "roads"_a,
+             R"pbdoc(
+             Set up roads for the Viterbi algorithm.
+
+             Args:
+                 roads (list): List of road sequences.
+             )pbdoc")
+        .def("setup_shortest_road_paths", &FastViterbi::setup_shortest_road_paths, "sp_paths"_a,
+             R"pbdoc(
+             Set up shortest road paths.
+
+             Args:
+                 sp_paths (dict): Dictionary of shortest paths between nodes.
+             )pbdoc")
         //
-        .def("all_road_paths", &FastViterbi::all_road_paths)
+        .def("all_road_paths", &FastViterbi::all_road_paths,
+             R"pbdoc(
+             Get all road paths.
+
+             Returns:
+                 list: All road paths in the graph.
+             )pbdoc")
         .def("inference", py::overload_cast<const std::vector<int64_t> &>(&FastViterbi::inference, py::const_),
-             "road_path"_a, py::call_guard<py::gil_scoped_release>())
+             "road_path"_a, py::call_guard<py::gil_scoped_release>(),
+             R"pbdoc(
+             Perform inference with a given road path.
+
+             Args:
+                 road_path (list): List of road indices representing a path.
 
+             Returns:
+                 tuple: Best path and its score.
+             )pbdoc")
         //
         ;
 

tests/test_basic.py

@@ -4,7 +4,7 @@
 
 
 def test_version():
-    assert m.__version__ == "0.1.1"
+    assert m.__version__ == "0.1.2"
 
 
 def test_add():