Complete networkx/graph.pyi. #14499

stubs/networkx/networkx/classes/graph.pyi

@@ -1,4 +1,3 @@
-from _typeshed import Incomplete
 from collections.abc import Callable, Collection, Hashable, Iterable, Iterator, Mapping, MutableMapping
 from functools import cached_property
 from typing import Any, ClassVar, TypeVar, overload
@@ -7,7 +6,7 @@ from typing_extensions import Self, TypeAlias
 import numpy
 from networkx.classes.coreviews import AdjacencyView, AtlasView
 from networkx.classes.digraph import DiGraph
-from networkx.classes.reportviews import DegreeView, DiDegreeView, NodeView, OutEdgeView
+from networkx.classes.reportviews import DegreeView, EdgeView, NodeView
 
 _Node = TypeVar("_Node", bound=Hashable)
 _NodeWithData: TypeAlias = tuple[_Node, dict[str, Any]]
@@ -38,12 +37,14 @@ class Graph(Collection[_Node]):
     graph_attr_dict_factory: ClassVar[_MapFactory]
 
     graph: dict[str, Any]
+    __networkx_cache__: dict[str, Any]
 
     def to_directed_class(self) -> type[DiGraph[_Node]]: ...
     def to_undirected_class(self) -> type[Graph[_Node]]: ...
-    def __init__(self, incoming_graph_data: _Data[_Node] | None = None, **attr) -> None: ...
+    def __init__(self, incoming_graph_data: _Data[_Node] | None = None, **attr: Any) -> None: ...  # attr: key=value pairs
     @cached_property
-    def adj(self) -> AdjacencyView[_Node, _Node, dict[str, Incomplete]]: ...
+    def adj(self) -> AdjacencyView[_Node, _Node, Mapping[str, Any]]: ...
+    # This object is a read-only dict-like structure
     @property
     def name(self) -> str: ...
     @name.setter
@@ -53,20 +54,22 @@ class Graph(Collection[_Node]):
     def __contains__(self, n: object) -> bool: ...
     def __len__(self) -> int: ...
     def add_node(self, node_for_adding: _Node, **attr: Any) -> None: ...  # attr: Set or change node attributes using key=value
-    def add_nodes_from(self, nodes_for_adding: Iterable[_NodePlus[_Node]], **attr) -> None: ...
+    def add_nodes_from(self, nodes_for_adding: Iterable[_NodePlus[_Node]], **attr: Any) -> None: ...  # attr: key=value pairs
     def remove_node(self, n: _Node) -> None: ...
     def remove_nodes_from(self, nodes: Iterable[_Node]) -> None: ...
     @cached_property
     def nodes(self) -> NodeView[_Node]: ...
     def number_of_nodes(self) -> int: ...
     def order(self) -> int: ...
     def has_node(self, n: _Node) -> bool: ...
-    # attr: Edge data (or labels or objects) can be assigned using keyword arguments
     def add_edge(self, u_of_edge: _Node, v_of_edge: _Node, **attr: Any) -> None: ...
-    def add_edges_from(self, ebunch_to_add: Iterable[_EdgePlus[_Node]], **attr) -> None: ...
+    # attr: Edge data (or labels or objects) can be assigned using keyword arguments
+    def add_edges_from(self, ebunch_to_add: Iterable[_EdgePlus[_Node]], **attr: Any) -> None: ...
+    # attr: Edge data (or labels or objects) can be assigned using keyword arguments
     def add_weighted_edges_from(
-        self, ebunch_to_add: Iterable[tuple[_Node, _Node, Incomplete]], weight: str = "weight", **attr
+        self, ebunch_to_add: Iterable[tuple[_Node, _Node, float]], weight: str = "weight", **attr: Any
     ) -> None: ...
+    # attr: Edge attributes to add/update for all edges.
     def remove_edge(self, u: _Node, v: _Node) -> None: ...
     def remove_edges_from(self, ebunch: Iterable[_EdgePlus[_Node]]) -> None: ...
     @overload
@@ -78,11 +81,12 @@ class Graph(Collection[_Node]):
     def has_edge(self, u: _Node, v: _Node) -> bool: ...
     def neighbors(self, n: _Node) -> Iterator[_Node]: ...
     @cached_property
-    def edges(self) -> OutEdgeView[_Node]: ...
-    def get_edge_data(self, u: _Node, v: _Node, default=None) -> Mapping[str, Incomplete]: ...
-    def adjacency(self) -> Iterator[tuple[_Node, Mapping[_Node, Mapping[str, Incomplete]]]]: ...
+    def edges(self) -> EdgeView[_Node]: ...
+    def get_edge_data(self, u: _Node, v: _Node, default: Any = None) -> Mapping[str, Any]: ...
+    # default:  any Python object
+    def adjacency(self) -> Iterator[tuple[_Node, Mapping[_Node, Mapping[str, Any]]]]: ...
     @cached_property
-    def degree(self) -> DegreeView[_Node] | DiDegreeView[_Node]: ...  # Include subtypes' possible return types
+    def degree(self) -> int | DegreeView[_Node]: ...
     def clear(self) -> None: ...
     def clear_edges(self) -> None: ...
     def is_multigraph(self) -> bool: ...

stubs/networkx/networkx/classes/multidigraph.pyi

@@ -15,7 +15,8 @@ class MultiDiGraph(MultiGraph[_Node], DiGraph[_Node]):
     @cached_property
     def pred(self) -> MultiAdjacencyView[_Node, _Node, dict[str, Incomplete]]: ...
     @cached_property
-    def edges(self) -> OutMultiEdgeView[_Node]: ...
+    def edges(self) -> OutMultiEdgeView[_Node]: ...  # type: ignore[override]
+    # Returns: OutMultiEdgeView
     @cached_property
     def out_edges(self) -> OutMultiEdgeView[_Node]: ...
     @cached_property

stubs/networkx/networkx/classes/multigraph.pyi

@@ -1,33 +1,46 @@
-from _typeshed import Incomplete
-from collections.abc import Mapping
+from collections.abc import Hashable, Mapping
 from functools import cached_property
-from typing import ClassVar
-from typing_extensions import TypeAlias
+from typing import Any, ClassVar, overload
+from typing_extensions import TypeAlias, TypeVar
 
 from networkx.classes.coreviews import MultiAdjacencyView
 from networkx.classes.graph import Graph, _MapFactory, _Node
 from networkx.classes.multidigraph import MultiDiGraph
-from networkx.classes.reportviews import OutMultiEdgeView
+from networkx.classes.reportviews import MultiEdgeView
 
 _MultiEdge: TypeAlias = tuple[_Node, _Node, int]  # noqa: Y047
 
+_Any = TypeVar("_Any")
+
 __all__ = ["MultiGraph"]
 
 class MultiGraph(Graph[_Node]):
     edge_key_dict_factory: ClassVar[_MapFactory]
-    def __init__(self, incoming_graph_data=None, multigraph_input: bool | None = None, **attr) -> None: ...
+    def __init__(self, incoming_graph_data=None, multigraph_input: bool | None = None, **attr: Any) -> None: ...
     @cached_property
-    def adj(self) -> MultiAdjacencyView[_Node, _Node, dict[str, Incomplete]]: ...
+    def adj(self) -> MultiAdjacencyView[_Node, _Node, Mapping[str, Any]]: ...
     def new_edge_key(self, u: _Node, v: _Node) -> int: ...
-    def add_edge(self, u_for_edge, v_for_edge, key=None, **attr): ...  # type: ignore[override]  # Has an additional `key` keyword argument
+    def add_edge(  # type: ignore[override]
+        self, u_for_edge: _Node, v_for_edge: _Node, key: Hashable | int | None = None, **attr: Any
+    ) -> Hashable | int: ...
+    # key : hashable identifier, optional (default=lowest unused integer)
     def remove_edge(self, u, v, key=None): ...
     def has_edge(self, u: _Node, v: _Node, key=None) -> bool: ...
-    def get_edge_data(  # type: ignore[override]  # Has an additional `key` keyword argument
-        self, u, v, key=None, default=None
-    ) -> Mapping[str, Incomplete]: ...
+    @overload  # type: ignore[override]
+    def get_edge_data(self, u: _Node, v: _Node, key: Hashable, default: _Any | None = None) -> Mapping[str, Any] | _Any: ...
+    # key : hashable identifier, optional (default=None).
+    # default : any Python object (default=None). Value to return if the specific edge (u, v, key) is not found.
+    # Returns: The edge attribute dictionary.
+    @overload
+    def get_edge_data(
+        self, u: _Node, v: _Node, key: None = None, default: _Any | None = None
+    ) -> Mapping[Hashable, Mapping[str, Any] | _Any]: ...
+    # default : any Python object (default=None). Value to return if there are no edges between u and v and no key is specified.
+    # Returns: A dictionary mapping edge keys to attribute dictionaries for each of those edges if no specific key is provided.
     def copy(self, as_view: bool = False) -> MultiGraph[_Node]: ...
     def to_directed(self, as_view: bool = False) -> MultiDiGraph[_Node]: ...
     def to_undirected(self, as_view: bool = False) -> MultiGraph[_Node]: ...
     def number_of_edges(self, u: _Node | None = None, v: _Node | None = None) -> int: ...
     @cached_property
-    def edges(self) -> OutMultiEdgeView[_Node]: ...
+    def edges(self) -> MultiEdgeView[_Node]: ...  # type: ignore[override]
+    # Returns: MultiEdgeView