Added handling for named sequence types and removed a few "raises" an…

…d replaced them with UnknownType's

src/safeds_stubgen/api_analyzer/__init__.py

@@ -29,6 +29,7 @@
     FinalType,
     ListType,
     LiteralType,
+    NamedSequenceType,
     NamedType,
     SetType,
     TupleType,
@@ -58,6 +59,7 @@
     "ListType",
     "LiteralType",
     "Module",
+    "NamedSequenceType",
     "NamedType",
     "Parameter",
     "ParameterAssignment",

src/safeds_stubgen/api_analyzer/_ast_visitor.py

@@ -1,5 +1,6 @@
 from __future__ import annotations
 
+import logging
 from copy import deepcopy
 from types import NoneType
 from typing import TYPE_CHECKING
@@ -941,6 +942,7 @@ def mypy_type_to_abstract_type(
                 name, qname = self._find_alias(missing_import_name)
 
                 if not qname:  # pragma: no cover
+                    logging.warning("Could not parse a type, added unknown type instead.")
                     return sds_types.UnknownType()
 
                 return sds_types.NamedType(name=name, qname=qname)
@@ -978,6 +980,7 @@ def mypy_type_to_abstract_type(
                 name, qname = self._find_alias(mypy_type.name)
 
                 if not qname:  # pragma: no cover
+                    logging.warning("Could not parse a type, added unknown type instead.")
                     return sds_types.UnknownType()
 
                 return sds_types.NamedType(name=name, qname=qname)
@@ -1009,8 +1012,12 @@ def mypy_type_to_abstract_type(
                     value_type=self.mypy_type_to_abstract_type(mypy_type.args[1]),
                 )
             else:
+                if mypy_type.args:
+                    types = [self.mypy_type_to_abstract_type(arg) for arg in mypy_type.args]
+                    return sds_types.NamedSequenceType(name=type_name, qname=mypy_type.type.fullname, types=types)
                 return sds_types.NamedType(name=type_name, qname=mypy_type.type.fullname)
 
+        logging.warning("Could not parse a type, added unknown type instead.")  # pragma: no cover
         return sds_types.UnknownType()  # pragma: no cover
 
     def _find_alias(self, type_name: str) -> tuple[str, str]:

src/safeds_stubgen/api_analyzer/_types.py

@@ -18,6 +18,8 @@ def from_dict(cls, d: dict[str, Any]) -> AbstractType:
                 return UnknownType.from_dict(d)
             case NamedType.__name__:
                 return NamedType.from_dict(d)
+            case NamedSequenceType.__name__:
+                return NamedSequenceType.from_dict(d)
             case EnumType.__name__:
                 return EnumType.from_dict(d)
             case BoundaryType.__name__:
@@ -83,6 +85,38 @@ def __hash__(self) -> int:
         return hash((self.name, self.qname))
 
 
+@dataclass(frozen=True)
+class NamedSequenceType(AbstractType):
+    name: str
+    qname: str
+    types: Sequence[AbstractType]
+
+    @classmethod
+    def from_dict(cls, d: dict[str, Any]) -> NamedSequenceType:
+        types = []
+        for element in d["types"]:
+            type_ = AbstractType.from_dict(element)
+            if type_ is not None:
+                types.append(type_)
+        return NamedSequenceType(name=d["name"], qname=d["qname"], types=types)
+
+    def to_dict(self) -> dict[str, Any]:
+        return {
+            "kind": self.__class__.__name__,
+            "name": self.name,
+            "qname": self.qname,
+            "types": [t.to_dict() for t in self.types],
+        }
+
+    def __eq__(self, other: object) -> bool:
+        if not isinstance(other, NamedSequenceType):  # pragma: no cover
+            return NotImplemented
+        return Counter(self.types) == Counter(other.types) and self.name == other.name and self.qname == other.qname
+
+    def __hash__(self) -> int:
+        return hash(frozenset([self.name, self.qname, *self.types]))
+
+
 @dataclass(frozen=True)
 class EnumType(AbstractType):
     values: frozenset[str] = field(default_factory=frozenset)

src/safeds_stubgen/docstring_parsing/_docstring_parser.py

@@ -1,5 +1,6 @@
 from __future__ import annotations
 
+import logging
 from typing import TYPE_CHECKING, Literal
 
 from griffe import load
@@ -296,7 +297,9 @@ def _griffe_annotation_to_api_type(
             elif annotation.canonical_path in {"collections.abc.Callable", "typing.Callable"}:
                 param_type = types[0] if len(types) >= 1 else [any_type]
                 if not isinstance(param_type, sds_types.AbstractType):  # pragma: no cover
-                    raise TypeError(f"Expected AbstractType object, received {type(param_type)}")
+                    msg = f"Expected AbstractType object, received {type(param_type)}. Added unknown type instead."
+                    logging.warning(msg)
+                    return sds_types.UnknownType()
                 parameter_types = param_type.types if isinstance(param_type, sds_types.ListType) else [param_type]
                 return_type = types[1] if len(types) >= 2 else any_type
                 return sds_types.CallableType(parameter_types=parameter_types, return_type=return_type)
@@ -307,8 +310,12 @@ def _griffe_annotation_to_api_type(
             elif annotation.canonical_path == "typing.Optional":
                 types.append(sds_types.NamedType(name="None", qname="builtins.None"))
                 return sds_types.UnionType(types=types)
-            else:  # pragma: no cover
-                raise TypeError(f"Can't parse unexpected type from docstring {annotation.canonical_path}.")
+            else:
+                return sds_types.NamedSequenceType(
+                    name=annotation.canonical_name,
+                    qname=annotation.canonical_path,
+                    types=types,
+                )
         elif isinstance(annotation, ExprList):
             elements = []
             for element in annotation.elements:
@@ -363,10 +370,9 @@ def _griffe_annotation_to_api_type(
                 types.append(left_type)
             return sds_types.UnionType(types=types)
         else:  # pragma: no cover
-            raise TypeError(
-                f"Can't parse unexpected type from docstring: {annotation}. This case is not handled by us "
-                f"(yet), please report this.",
-            )
+            msg = f"Can't parse unexpected type from docstring: {annotation}. Added unknown type instead."
+            logging.warning(msg)
+            return sds_types.UnknownType()
 
     def _remove_default_from_griffe_annotation(self, annotation: str) -> str:
         if self.parser == Parser.numpy:

src/safeds_stubgen/stubs_generator/_generate_stubs.py

@@ -737,14 +737,16 @@ def _create_type_string(self, type_data: dict | None) -> str:
                 return_type_string = f"{result_name}: {self._create_type_string(return_type)}"
 
             return f"({', '.join(params)}) -> {return_type_string}"
-        elif kind in {"SetType", "ListType"}:
+        elif kind in {"SetType", "ListType", "NamedSequenceType"}:
             types = [self._create_type_string(type_) for type_ in type_data["types"]]
 
             # Cut out the "Type" in the kind name
             name = kind[0:-4]
 
             if name == "Set":
                 self._current_todo_msgs.add("no set support")
+            elif name == "NamedSequence":
+                name = type_data["name"]
 
             if types:
                 if len(types) >= 2:

tests/data/docstring_parser_package/numpydoc.py

@@ -6,6 +6,7 @@
 from typing import Any, Optional, Callable, Mapping
 from enum import Enum
 from tests.data.various_modules_package.another_path.another_module import AnotherClass
+from tests.data.various_modules_package.type_var_module import SequenceTypeVar, SequenceTypeVar2
 
 
 class ClassWithDocumentation:
@@ -501,3 +502,21 @@ def numpy_func_with_examples(self):
         >>> func()
         This text should be ignored.
         """
+
+
+def numpy_sequence_types(a: SequenceTypeVar[list]) -> SequenceTypeVar2[int]:
+    """
+    numpy_sequence_types.
+
+    Dolor sit amet.
+
+    Parameters
+    ----------
+    a: SequenceTypeVar[list]
+
+    Returns
+    -------
+    named_result : SequenceTypeVar2[int]
+        this will be the return value
+    """
+    pass

tests/safeds_stubgen/api_analyzer/test_types.py

@@ -11,6 +11,7 @@
     FinalType,
     ListType,
     LiteralType,
+    NamedSequenceType,
     NamedType,
     Parameter,
     ParameterAssignment,
@@ -206,6 +207,48 @@ def test_list_type() -> None:
     assert ListType([NamedType("a", ""), NamedType("b", "")]) != ListType([NamedType("a", ""), NamedType("c", "")])
 
 
+def test_named_sequence_type() -> None:
+    list_type = NamedSequenceType("a", "b.a", [NamedType("str", "builtins.str"), NamedType("int", "builtins.int")])
+    named_sequence_type_dict = {
+        "kind": "NamedSequenceType",
+        "name": "a",
+        "qname": "b.a",
+        "types": [
+            {"kind": "NamedType", "name": "str", "qname": "builtins.str"},
+            {"kind": "NamedType", "name": "int", "qname": "builtins.int"},
+        ],
+    }
+
+    assert AbstractType.from_dict(named_sequence_type_dict) == list_type
+    assert NamedSequenceType.from_dict(named_sequence_type_dict) == list_type
+    assert list_type.to_dict() == named_sequence_type_dict
+
+    assert NamedSequenceType("a", "b.a", [NamedType("a", "")]) == NamedSequenceType("a", "b.a", [NamedType("a", "")])
+    assert hash(NamedSequenceType("a", "b.a", [NamedType("a", "")])) == hash(
+        NamedSequenceType("a", "b.a", [NamedType("a", "")]),
+    )
+    assert NamedSequenceType("a", "b.a", [NamedType("a", "")]) != NamedSequenceType("a", "b.a", [NamedType("b", "")])
+    assert hash(NamedSequenceType("a", "b.a", [NamedType("a", "")])) != hash(
+        NamedSequenceType("a", "b.a", [NamedType("b", "")]),
+    )
+
+    assert NamedSequenceType("a", "b.a", [NamedType("a", ""), LiteralType(["b"])]) == NamedSequenceType(
+        "a",
+        "b.a",
+        [LiteralType(["b"]), NamedType("a", "")],
+    )
+    assert NamedSequenceType("a", "b.a", [NamedType("a", ""), LiteralType(["b"])]) != NamedSequenceType(
+        "a",
+        "b.a",
+        [LiteralType(["a"]), NamedType("b", "")],
+    )
+    assert NamedSequenceType("a", "b.a", [NamedType("a", ""), NamedType("b", "")]) != NamedSequenceType(
+        "a",
+        "b.a",
+        [NamedType("a", ""), NamedType("c", "")],
+    )
+
+
 def test_dict_type() -> None:
     dict_type = DictType(
         key_type=UnionType([NamedType("str", "builtins.str"), NamedType("int", "builtins.int")]),

tests/safeds_stubgen/stubs_generator/__snapshots__/test_generate_stubs/test_stub_docstring_creation[numpydoc-NUMPYDOC].sdsstub

@@ -162,6 +162,19 @@ fun inferTypes3(
     b
 ) -> result1: union<Boolean, Int, String>
 
+/**
+ * numpy_sequence_types.
+ *
+ * Dolor sit amet.
+ *
+ * @result namedResult this will be the return value
+ */
+@Pure
+@PythonName("numpy_sequence_types")
+fun numpySequenceTypes(
+    a: SequenceTypeVar<List<Any>>
+) -> namedResult: SequenceTypeVar2<Int>
+
 /**
  * ClassWithDocumentation. Code::
  *