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Update wording and formatting (#1302)
[etc/vim.git] / blib2to3 / pytree.py
index 693366f7b2e4fb3bba6ad237aefa8bfca7904dc3..d1bcbe98a3381b987b59cd421e49c16f65014df4 100644 (file)
@@ -10,24 +10,56 @@ even the comments and whitespace between tokens.
 There's also a pattern matching implementation here.
 """
 
+# mypy: allow-untyped-defs
+
+from typing import (
+    Any,
+    Callable,
+    Dict,
+    Iterator,
+    List,
+    Optional,
+    Text,
+    Tuple,
+    TypeVar,
+    Union,
+    Set,
+    Iterable,
+    Sequence,
+)
+from blib2to3.pgen2.grammar import Grammar
+
 __author__ = "Guido van Rossum <guido@python.org>"
 
 import sys
 from io import StringIO
 
-HUGE = 0x7FFFFFFF  # maximum repeat count, default max
+HUGE: int = 0x7FFFFFFF  # maximum repeat count, default max
+
+_type_reprs: Dict[int, Union[Text, int]] = {}
+
 
-_type_reprs = {}
-def type_repr(type_num):
+def type_repr(type_num: int) -> Union[Text, int]:
     global _type_reprs
     if not _type_reprs:
         from .pygram import python_symbols
+
         # printing tokens is possible but not as useful
         # from .pgen2 import token // token.__dict__.items():
-        for name, val in python_symbols.__dict__.items():
-            if type(val) == int: _type_reprs[val] = name
+        for name in dir(python_symbols):
+            val = getattr(python_symbols, name)
+            if type(val) == int:
+                _type_reprs[val] = name
     return _type_reprs.setdefault(type_num, type_num)
 
+
+_P = TypeVar("_P")
+
+NL = Union["Node", "Leaf"]
+Context = Tuple[Text, Tuple[int, int]]
+RawNode = Tuple[int, Optional[Text], Optional[Context], Optional[List[NL]]]
+
+
 class Base(object):
 
     """
@@ -40,18 +72,18 @@ class Base(object):
     """
 
     # Default values for instance variables
-    type = None    # int: token number (< 256) or symbol number (>= 256)
-    parent = None  # Parent node pointer, or None
-    children = ()  # Tuple of subnodes
-    was_changed = False
-    was_checked = False
+    type: int  # int: token number (< 256) or symbol number (>= 256)
+    parent: Optional["Node"] = None  # Parent node pointer, or None
+    children: List[NL]  # List of subnodes
+    was_changed: bool = False
+    was_checked: bool = False
 
     def __new__(cls, *args, **kwds):
         """Constructor that prevents Base from being instantiated."""
         assert cls is not Base, "Cannot instantiate Base"
         return object.__new__(cls)
 
-    def __eq__(self, other):
+    def __eq__(self, other: Any) -> bool:
         """
         Compare two nodes for equality.
 
@@ -61,9 +93,13 @@ class Base(object):
             return NotImplemented
         return self._eq(other)
 
-    __hash__ = None # For Py3 compatibility.
+    __hash__ = None  # type: Any  # For Py3 compatibility.
 
-    def _eq(self, other):
+    @property
+    def prefix(self) -> Text:
+        raise NotImplementedError
+
+    def _eq(self: _P, other: _P) -> bool:
         """
         Compare two nodes for equality.
 
@@ -74,7 +110,7 @@ class Base(object):
         """
         raise NotImplementedError
 
-    def clone(self):
+    def clone(self: _P) -> _P:
         """
         Return a cloned (deep) copy of self.
 
@@ -82,7 +118,7 @@ class Base(object):
         """
         raise NotImplementedError
 
-    def post_order(self):
+    def post_order(self) -> Iterator[NL]:
         """
         Return a post-order iterator for the tree.
 
@@ -90,7 +126,7 @@ class Base(object):
         """
         raise NotImplementedError
 
-    def pre_order(self):
+    def pre_order(self) -> Iterator[NL]:
         """
         Return a pre-order iterator for the tree.
 
@@ -98,7 +134,7 @@ class Base(object):
         """
         raise NotImplementedError
 
-    def replace(self, new):
+    def replace(self, new: Union[NL, List[NL]]) -> None:
         """Replace this node with a new one in the parent."""
         assert self.parent is not None, str(self)
         assert new is not None
@@ -115,27 +151,30 @@ class Base(object):
             else:
                 l_children.append(ch)
         assert found, (self.children, self, new)
-        self.parent.changed()
         self.parent.children = l_children
+        self.parent.changed()
+        self.parent.invalidate_sibling_maps()
         for x in new:
             x.parent = self.parent
         self.parent = None
 
-    def get_lineno(self):
+    def get_lineno(self) -> Optional[int]:
         """Return the line number which generated the invocant node."""
         node = self
         while not isinstance(node, Leaf):
             if not node.children:
-                return
+                return None
             node = node.children[0]
         return node.lineno
 
-    def changed(self):
+    def changed(self) -> None:
+        if self.was_changed:
+            return
         if self.parent:
             self.parent.changed()
         self.was_changed = True
 
-    def remove(self):
+    def remove(self) -> Optional[int]:
         """
         Remove the node from the tree. Returns the position of the node in its
         parent's children before it was removed.
@@ -143,13 +182,15 @@ class Base(object):
         if self.parent:
             for i, node in enumerate(self.parent.children):
                 if node is self:
-                    self.parent.changed()
                     del self.parent.children[i]
+                    self.parent.changed()
+                    self.parent.invalidate_sibling_maps()
                     self.parent = None
                     return i
+        return None
 
     @property
-    def next_sibling(self):
+    def next_sibling(self) -> Optional[NL]:
         """
         The node immediately following the invocant in their parent's children
         list. If the invocant does not have a next sibling, it is None
@@ -157,16 +198,13 @@ class Base(object):
         if self.parent is None:
             return None
 
-        # Can't use index(); we need to test by identity
-        for i, child in enumerate(self.parent.children):
-            if child is self:
-                try:
-                    return self.parent.children[i+1]
-                except IndexError:
-                    return None
+        if self.parent.next_sibling_map is None:
+            self.parent.update_sibling_maps()
+        assert self.parent.next_sibling_map is not None
+        return self.parent.next_sibling_map[id(self)]
 
     @property
-    def prev_sibling(self):
+    def prev_sibling(self) -> Optional[NL]:
         """
         The node immediately preceding the invocant in their parent's children
         list. If the invocant does not have a previous sibling, it is None.
@@ -174,23 +212,21 @@ class Base(object):
         if self.parent is None:
             return None
 
-        # Can't use index(); we need to test by identity
-        for i, child in enumerate(self.parent.children):
-            if child is self:
-                if i == 0:
-                    return None
-                return self.parent.children[i-1]
+        if self.parent.prev_sibling_map is None:
+            self.parent.update_sibling_maps()
+        assert self.parent.prev_sibling_map is not None
+        return self.parent.prev_sibling_map[id(self)]
 
-    def leaves(self):
+    def leaves(self) -> Iterator["Leaf"]:
         for child in self.children:
             yield from child.leaves()
 
-    def depth(self):
+    def depth(self) -> int:
         if self.parent is None:
             return 0
         return 1 + self.parent.depth()
 
-    def get_suffix(self):
+    def get_suffix(self) -> Text:
         """
         Return the string immediately following the invocant node. This is
         effectively equivalent to node.next_sibling.prefix
@@ -198,20 +234,25 @@ class Base(object):
         next_sib = self.next_sibling
         if next_sib is None:
             return ""
-        return next_sib.prefix
+        prefix = next_sib.prefix
+        return prefix
 
-    if sys.version_info < (3, 0):
-        def __str__(self):
-            return str(self).encode("ascii")
 
 class Node(Base):
 
     """Concrete implementation for interior nodes."""
 
-    def __init__(self,type, children,
-                 context=None,
-                 prefix=None,
-                 fixers_applied=None):
+    fixers_applied: Optional[List[Any]]
+    used_names: Optional[Set[Text]]
+
+    def __init__(
+        self,
+        type: int,
+        children: List[NL],
+        context: Optional[Any] = None,
+        prefix: Optional[Text] = None,
+        fixers_applied: Optional[List[Any]] = None,
+    ) -> None:
         """
         Initializer.
 
@@ -226,6 +267,7 @@ class Node(Base):
         for ch in self.children:
             assert ch.parent is None, repr(ch)
             ch.parent = self
+        self.invalidate_sibling_maps()
         if prefix is not None:
             self.prefix = prefix
         if fixers_applied:
@@ -233,13 +275,16 @@ class Node(Base):
         else:
             self.fixers_applied = None
 
-    def __repr__(self):
+    def __repr__(self) -> Text:
         """Return a canonical string representation."""
-        return "%s(%s, %r)" % (self.__class__.__name__,
-                               type_repr(self.type),
-                               self.children)
+        assert self.type is not None
+        return "%s(%s, %r)" % (
+            self.__class__.__name__,
+            type_repr(self.type),
+            self.children,
+        )
 
-    def __unicode__(self):
+    def __str__(self) -> Text:
         """
         Return a pretty string representation.
 
@@ -247,32 +292,33 @@ class Node(Base):
         """
         return "".join(map(str, self.children))
 
-    if sys.version_info > (3, 0):
-        __str__ = __unicode__
-
-    def _eq(self, other):
+    def _eq(self, other) -> bool:
         """Compare two nodes for equality."""
         return (self.type, self.children) == (other.type, other.children)
 
-    def clone(self):
+    def clone(self) -> "Node":
+        assert self.type is not None
         """Return a cloned (deep) copy of self."""
-        return Node(self.type, [ch.clone() for ch in self.children],
-                    fixers_applied=self.fixers_applied)
+        return Node(
+            self.type,
+            [ch.clone() for ch in self.children],
+            fixers_applied=self.fixers_applied,
+        )
 
-    def post_order(self):
+    def post_order(self) -> Iterator[NL]:
         """Return a post-order iterator for the tree."""
         for child in self.children:
             yield from child.post_order()
         yield self
 
-    def pre_order(self):
+    def pre_order(self) -> Iterator[NL]:
         """Return a pre-order iterator for the tree."""
         yield self
         for child in self.children:
             yield from child.pre_order()
 
     @property
-    def prefix(self):
+    def prefix(self) -> Text:
         """
         The whitespace and comments preceding this node in the input.
         """
@@ -281,11 +327,11 @@ class Node(Base):
         return self.children[0].prefix
 
     @prefix.setter
-    def prefix(self, prefix):
+    def prefix(self, prefix) -> None:
         if self.children:
             self.children[0].prefix = prefix
 
-    def set_child(self, i, child):
+    def set_child(self, i: int, child: NL) -> None:
         """
         Equivalent to 'node.children[i] = child'. This method also sets the
         child's parent attribute appropriately.
@@ -294,8 +340,9 @@ class Node(Base):
         self.children[i].parent = None
         self.children[i] = child
         self.changed()
+        self.invalidate_sibling_maps()
 
-    def insert_child(self, i, child):
+    def insert_child(self, i: int, child: NL) -> None:
         """
         Equivalent to 'node.children.insert(i, child)'. This method also sets
         the child's parent attribute appropriately.
@@ -303,8 +350,9 @@ class Node(Base):
         child.parent = self
         self.children.insert(i, child)
         self.changed()
+        self.invalidate_sibling_maps()
 
-    def append_child(self, child):
+    def append_child(self, child: NL) -> None:
         """
         Equivalent to 'node.children.append(child)'. This method also sets the
         child's parent attribute appropriately.
@@ -312,6 +360,23 @@ class Node(Base):
         child.parent = self
         self.children.append(child)
         self.changed()
+        self.invalidate_sibling_maps()
+
+    def invalidate_sibling_maps(self) -> None:
+        self.prev_sibling_map: Optional[Dict[int, Optional[NL]]] = None
+        self.next_sibling_map: Optional[Dict[int, Optional[NL]]] = None
+
+    def update_sibling_maps(self) -> None:
+        _prev: Dict[int, Optional[NL]] = {}
+        _next: Dict[int, Optional[NL]] = {}
+        self.prev_sibling_map = _prev
+        self.next_sibling_map = _next
+        previous: Optional[NL] = None
+        for current in self.children:
+            _prev[id(current)] = previous
+            _next[id(previous)] = current
+            previous = current
+        _next[id(current)] = None
 
 
 class Leaf(Base):
@@ -319,20 +384,30 @@ class Leaf(Base):
     """Concrete implementation for leaf nodes."""
 
     # Default values for instance variables
+    value: Text
+    fixers_applied: List[Any]
+    bracket_depth: int
+    opening_bracket: "Leaf"
+    used_names: Optional[Set[Text]]
     _prefix = ""  # Whitespace and comments preceding this token in the input
-    lineno = 0    # Line where this token starts in the input
-    column = 0    # Column where this token tarts in the input
-
-    def __init__(self, type, value,
-                 context=None,
-                 prefix=None,
-                 fixers_applied=[]):
+    lineno: int = 0  # Line where this token starts in the input
+    column: int = 0  # Column where this token starts in the input
+
+    def __init__(
+        self,
+        type: int,
+        value: Text,
+        context: Optional[Context] = None,
+        prefix: Optional[Text] = None,
+        fixers_applied: List[Any] = [],
+    ) -> None:
         """
         Initializer.
 
         Takes a type constant (a token number < 256), a string value, and an
         optional context keyword argument.
         """
+
         assert 0 <= type < 256, type
         if context is not None:
             self._prefix, (self.lineno, self.column) = context
@@ -340,16 +415,21 @@ class Leaf(Base):
         self.value = value
         if prefix is not None:
             self._prefix = prefix
-        self.fixers_applied = fixers_applied[:]
+        self.fixers_applied: Optional[List[Any]] = fixers_applied[:]
+        self.children = []
 
-    def __repr__(self):
+    def __repr__(self) -> str:
         """Return a canonical string representation."""
         from .pgen2.token import tok_name
-        return "%s(%s, %r)" % (self.__class__.__name__,
-                               tok_name.get(self.type, self.type),
-                               self.value)
 
-    def __unicode__(self):
+        assert self.type is not None
+        return "%s(%s, %r)" % (
+            self.__class__.__name__,
+            tok_name.get(self.type, self.type),
+            self.value,
+        )
+
+    def __str__(self) -> Text:
         """
         Return a pretty string representation.
 
@@ -357,43 +437,45 @@ class Leaf(Base):
         """
         return self.prefix + str(self.value)
 
-    if sys.version_info > (3, 0):
-        __str__ = __unicode__
-
-    def _eq(self, other):
+    def _eq(self, other) -> bool:
         """Compare two nodes for equality."""
         return (self.type, self.value) == (other.type, other.value)
 
-    def clone(self):
+    def clone(self) -> "Leaf":
+        assert self.type is not None
         """Return a cloned (deep) copy of self."""
-        return Leaf(self.type, self.value,
-                    (self.prefix, (self.lineno, self.column)),
-                    fixers_applied=self.fixers_applied)
-
-    def leaves(self):
+        return Leaf(
+            self.type,
+            self.value,
+            (self.prefix, (self.lineno, self.column)),
+            fixers_applied=self.fixers_applied,
+        )
+
+    def leaves(self) -> Iterator["Leaf"]:
         yield self
 
-    def post_order(self):
+    def post_order(self) -> Iterator["Leaf"]:
         """Return a post-order iterator for the tree."""
         yield self
 
-    def pre_order(self):
+    def pre_order(self) -> Iterator["Leaf"]:
         """Return a pre-order iterator for the tree."""
         yield self
 
     @property
-    def prefix(self):
+    def prefix(self) -> Text:
         """
         The whitespace and comments preceding this token in the input.
         """
         return self._prefix
 
     @prefix.setter
-    def prefix(self, prefix):
+    def prefix(self, prefix) -> None:
         self.changed()
         self._prefix = prefix
 
-def convert(gr, raw_node):
+
+def convert(gr: Grammar, raw_node: RawNode) -> NL:
     """
     Convert raw node information to a Node or Leaf instance.
 
@@ -405,11 +487,15 @@ def convert(gr, raw_node):
     if children or type in gr.number2symbol:
         # If there's exactly one child, return that child instead of
         # creating a new node.
+        assert children is not None
         if len(children) == 1:
             return children[0]
         return Node(type, children, context=context)
     else:
-        return Leaf(type, value, context=context)
+        return Leaf(type, value or "", context=context)
+
+
+_Results = Dict[Text, NL]
 
 
 class BasePattern(object):
@@ -429,22 +515,27 @@ class BasePattern(object):
     """
 
     # Defaults for instance variables
-    type = None     # Node type (token if < 256, symbol if >= 256)
-    content = None  # Optional content matching pattern
-    name = None     # Optional name used to store match in results dict
+    type: Optional[int]
+    type = None  # Node type (token if < 256, symbol if >= 256)
+    content: Any = None  # Optional content matching pattern
+    name: Optional[Text] = None  # Optional name used to store match in results dict
 
     def __new__(cls, *args, **kwds):
         """Constructor that prevents BasePattern from being instantiated."""
         assert cls is not BasePattern, "Cannot instantiate BasePattern"
         return object.__new__(cls)
 
-    def __repr__(self):
+    def __repr__(self) -> Text:
+        assert self.type is not None
         args = [type_repr(self.type), self.content, self.name]
         while args and args[-1] is None:
             del args[-1]
         return "%s(%s)" % (self.__class__.__name__, ", ".join(map(repr, args)))
 
-    def optimize(self):
+    def _submatch(self, node, results=None) -> bool:
+        raise NotImplementedError
+
+    def optimize(self) -> "BasePattern":
         """
         A subclass can define this as a hook for optimizations.
 
@@ -452,7 +543,7 @@ class BasePattern(object):
         """
         return self
 
-    def match(self, node, results=None):
+    def match(self, node: NL, results: Optional[_Results] = None) -> bool:
         """
         Does this pattern exactly match a node?
 
@@ -466,18 +557,19 @@ class BasePattern(object):
         if self.type is not None and node.type != self.type:
             return False
         if self.content is not None:
-            r = None
+            r: Optional[_Results] = None
             if results is not None:
                 r = {}
             if not self._submatch(node, r):
                 return False
             if r:
+                assert results is not None
                 results.update(r)
         if results is not None and self.name:
             results[self.name] = node
         return True
 
-    def match_seq(self, nodes, results=None):
+    def match_seq(self, nodes: List[NL], results: Optional[_Results] = None) -> bool:
         """
         Does this pattern exactly match a sequence of nodes?
 
@@ -487,20 +579,24 @@ class BasePattern(object):
             return False
         return self.match(nodes[0], results)
 
-    def generate_matches(self, nodes):
+    def generate_matches(self, nodes: List[NL]) -> Iterator[Tuple[int, _Results]]:
         """
         Generator yielding all matches for this pattern.
 
         Default implementation for non-wildcard patterns.
         """
-        r = {}
+        r: _Results = {}
         if nodes and self.match(nodes[0], r):
             yield 1, r
 
 
 class LeafPattern(BasePattern):
-
-    def __init__(self, type=None, content=None, name=None):
+    def __init__(
+        self,
+        type: Optional[int] = None,
+        content: Optional[Text] = None,
+        name: Optional[Text] = None,
+    ) -> None:
         """
         Initializer.  Takes optional type, content, and name.
 
@@ -520,7 +616,7 @@ class LeafPattern(BasePattern):
         self.content = content
         self.name = name
 
-    def match(self, node, results=None):
+    def match(self, node: NL, results=None):
         """Override match() to insist on a leaf node."""
         if not isinstance(node, Leaf):
             return False
@@ -544,9 +640,14 @@ class LeafPattern(BasePattern):
 
 class NodePattern(BasePattern):
 
-    wildcards = False
+    wildcards: bool = False
 
-    def __init__(self, type=None, content=None, name=None):
+    def __init__(
+        self,
+        type: Optional[int] = None,
+        content: Optional[Iterable[Text]] = None,
+        name: Optional[Text] = None,
+    ) -> None:
         """
         Initializer.  Takes optional type, content, and name.
 
@@ -566,16 +667,16 @@ class NodePattern(BasePattern):
             assert type >= 256, type
         if content is not None:
             assert not isinstance(content, str), repr(content)
-            content = list(content)
-            for i, item in enumerate(content):
+            newcontent = list(content)
+            for i, item in enumerate(newcontent):
                 assert isinstance(item, BasePattern), (i, item)
                 if isinstance(item, WildcardPattern):
                     self.wildcards = True
         self.type = type
-        self.content = content
+        self.content = newcontent
         self.name = name
 
-    def _submatch(self, node, results=None):
+    def _submatch(self, node, results=None) -> bool:
         """
         Match the pattern's content to the node's children.
 
@@ -617,7 +718,16 @@ class WildcardPattern(BasePattern):
     except it always uses non-greedy matching.
     """
 
-    def __init__(self, content=None, min=0, max=HUGE, name=None):
+    min: int
+    max: int
+
+    def __init__(
+        self,
+        content: Optional[Text] = None,
+        min: int = 0,
+        max: int = HUGE,
+        name: Optional[Text] = None,
+    ) -> None:
         """
         Initializer.
 
@@ -642,40 +752,52 @@ class WildcardPattern(BasePattern):
         """
         assert 0 <= min <= max <= HUGE, (min, max)
         if content is not None:
-            content = tuple(map(tuple, content))  # Protect against alterations
+            f = lambda s: tuple(s)
+            wrapped_content = tuple(map(f, content))  # Protect against alterations
             # Check sanity of alternatives
-            assert len(content), repr(content)  # Can't have zero alternatives
-            for alt in content:
-                assert len(alt), repr(alt) # Can have empty alternatives
-        self.content = content
+            assert len(wrapped_content), repr(
+                wrapped_content
+            )  # Can't have zero alternatives
+            for alt in wrapped_content:
+                assert len(alt), repr(alt)  # Can have empty alternatives
+        self.content = wrapped_content
         self.min = min
         self.max = max
         self.name = name
 
-    def optimize(self):
+    def optimize(self) -> Any:
         """Optimize certain stacked wildcard patterns."""
         subpattern = None
-        if (self.content is not None and
-            len(self.content) == 1 and len(self.content[0]) == 1):
+        if (
+            self.content is not None
+            and len(self.content) == 1
+            and len(self.content[0]) == 1
+        ):
             subpattern = self.content[0][0]
         if self.min == 1 and self.max == 1:
             if self.content is None:
                 return NodePattern(name=self.name)
-            if subpattern is not None and  self.name == subpattern.name:
+            if subpattern is not None and self.name == subpattern.name:
                 return subpattern.optimize()
-        if (self.min <= 1 and isinstance(subpattern, WildcardPattern) and
-            subpattern.min <= 1 and self.name == subpattern.name):
-            return WildcardPattern(subpattern.content,
-                                   self.min*subpattern.min,
-                                   self.max*subpattern.max,
-                                   subpattern.name)
+        if (
+            self.min <= 1
+            and isinstance(subpattern, WildcardPattern)
+            and subpattern.min <= 1
+            and self.name == subpattern.name
+        ):
+            return WildcardPattern(
+                subpattern.content,
+                self.min * subpattern.min,
+                self.max * subpattern.max,
+                subpattern.name,
+            )
         return self
 
-    def match(self, node, results=None):
+    def match(self, node, results=None) -> bool:
         """Does this pattern exactly match a node?"""
         return self.match_seq([node], results)
 
-    def match_seq(self, nodes, results=None):
+    def match_seq(self, nodes, results=None) -> bool:
         """Does this pattern exactly match a sequence of nodes?"""
         for c, r in self.generate_matches(nodes):
             if c == len(nodes):
@@ -686,7 +808,7 @@ class WildcardPattern(BasePattern):
                 return True
         return False
 
-    def generate_matches(self, nodes):
+    def generate_matches(self, nodes) -> Iterator[Tuple[int, _Results]]:
         """
         Generator yielding matches for a sequence of nodes.
 
@@ -731,7 +853,7 @@ class WildcardPattern(BasePattern):
                 if hasattr(sys, "getrefcount"):
                     sys.stderr = save_stderr
 
-    def _iterative_matches(self, nodes):
+    def _iterative_matches(self, nodes) -> Iterator[Tuple[int, _Results]]:
         """Helper to iteratively yield the matches."""
         nodelen = len(nodes)
         if 0 >= self.min:
@@ -760,10 +882,10 @@ class WildcardPattern(BasePattern):
                                 new_results.append((c0 + c1, r))
             results = new_results
 
-    def _bare_name_matches(self, nodes):
+    def _bare_name_matches(self, nodes) -> Tuple[int, _Results]:
         """Special optimized matcher for bare_name."""
         count = 0
-        r = {}
+        r = {}  # type: _Results
         done = False
         max = len(nodes)
         while not done and count < max:
@@ -773,10 +895,11 @@ class WildcardPattern(BasePattern):
                     count += 1
                     done = False
                     break
+        assert self.name is not None
         r[self.name] = nodes[:count]
         return count, r
 
-    def _recursive_matches(self, nodes, count):
+    def _recursive_matches(self, nodes, count) -> Iterator[Tuple[int, _Results]]:
         """Helper to recursively yield the matches."""
         assert self.content is not None
         if count >= self.min:
@@ -784,7 +907,7 @@ class WildcardPattern(BasePattern):
         if count < self.max:
             for alt in self.content:
                 for c0, r0 in generate_matches(alt, nodes):
-                    for c1, r1 in self._recursive_matches(nodes[c0:], count+1):
+                    for c1, r1 in self._recursive_matches(nodes[c0:], count + 1):
                         r = {}
                         r.update(r0)
                         r.update(r1)
@@ -792,8 +915,7 @@ class WildcardPattern(BasePattern):
 
 
 class NegatedPattern(BasePattern):
-
-    def __init__(self, content=None):
+    def __init__(self, content: Optional[Any] = None) -> None:
         """
         Initializer.
 
@@ -806,15 +928,15 @@ class NegatedPattern(BasePattern):
             assert isinstance(content, BasePattern), repr(content)
         self.content = content
 
-    def match(self, node):
+    def match(self, node, results=None) -> bool:
         # We never match a node in its entirety
         return False
 
-    def match_seq(self, nodes):
+    def match_seq(self, nodes, results=None) -> bool:
         # We only match an empty sequence of nodes in its entirety
         return len(nodes) == 0
 
-    def generate_matches(self, nodes):
+    def generate_matches(self, nodes) -> Iterator[Tuple[int, _Results]]:
         if self.content is None:
             # Return a match if there is an empty sequence
             if len(nodes) == 0:
@@ -826,7 +948,9 @@ class NegatedPattern(BasePattern):
             yield 0, {}
 
 
-def generate_matches(patterns, nodes):
+def generate_matches(
+    patterns: List[BasePattern], nodes: List[NL]
+) -> Iterator[Tuple[int, _Results]]:
     """
     Generator yielding matches for a sequence of patterns and nodes.
 
@@ -852,3 +976,6 @@ def generate_matches(patterns, nodes):
                     r.update(r0)
                     r.update(r1)
                     yield c0 + c1, r
+
+
+_Convert = Callable[[Grammar, RawNode], Any]