|
| 1 | +from typing import (Any, Dict, List, cast) |
| 2 | + |
| 3 | +from mypy.types import Type, AnyType, PartialType |
| 4 | +from mypy.nodes import (Node, Var) |
| 5 | + |
| 6 | +from mypy.subtypes import is_subtype |
| 7 | +from mypy.join import join_simple, join_types |
| 8 | +from mypy.sametypes import is_same_type |
| 9 | + |
| 10 | + |
| 11 | +class Frame(Dict[Any, Type]): |
| 12 | + """Frame for the ConditionalTypeBinder. |
| 13 | +
|
| 14 | + Frames actually in the binder must have |
| 15 | + binder.frames[i].parent == binder.frames[i-1]. |
| 16 | +
|
| 17 | + options_on_return represents a list of possible frames that we |
| 18 | + will incorporate next time we are the top frame (e.g. frames from |
| 19 | + the end of each if/elif/else block). |
| 20 | +
|
| 21 | + After a frame is complete, 'changed' represents whether anything |
| 22 | + changed during the procedure, so a loop should be re-run. |
| 23 | + 'breaking' represents whether frame was necessarily breaking out. |
| 24 | + """ |
| 25 | + |
| 26 | + changed = False |
| 27 | + broken = False |
| 28 | + |
| 29 | + def __init__(self, parent: 'Frame' = None) -> None: |
| 30 | + super().__init__() |
| 31 | + self.parent = parent |
| 32 | + self.options_on_return = [] # type: List[Frame] |
| 33 | + |
| 34 | + def add_exit_option(self, frame: 'Frame', follow_parents: bool = False) -> None: |
| 35 | + """When this frame __exit__'s, its parent may have state `frame`. |
| 36 | +
|
| 37 | + So self.add_exit_option(self) means that you can fall through |
| 38 | + to the outer frame, and self.add_exit_option(self.parent) |
| 39 | + means that the parent is allowed to continue unchanged by what |
| 40 | + happened in this frame. |
| 41 | +
|
| 42 | + If follow_parents is True, then frame must be a descendent of |
| 43 | + self, and we collapse the frame before adding it as an option. |
| 44 | + """ |
| 45 | + if follow_parents: |
| 46 | + frame_list = [] |
| 47 | + while frame is not self.parent: |
| 48 | + frame_list.append(frame) |
| 49 | + frame = frame.parent |
| 50 | + frame = Frame() |
| 51 | + for f in frame_list[::-1]: |
| 52 | + frame.update(f) |
| 53 | + self.parent.options_on_return.append(frame) |
| 54 | + |
| 55 | + |
| 56 | +class Key(AnyType): |
| 57 | + pass |
| 58 | + |
| 59 | + |
| 60 | +class ConditionalTypeBinder: |
| 61 | + """Keep track of conditional types of variables.""" |
| 62 | + |
| 63 | + def __init__(self) -> None: |
| 64 | + self.frames = [] # type: List[Frame] |
| 65 | + # The first frame is special: it's the declared types of variables. |
| 66 | + self.frames.append(Frame()) |
| 67 | + # We want a second frame that we can update. |
| 68 | + self.frames.append(Frame()) |
| 69 | + # Set of other keys to invalidate if a key is changed. |
| 70 | + self.dependencies = {} # type: Dict[Key, Set[Key]] |
| 71 | + # Set of keys with dependencies added already. |
| 72 | + self._added_dependencies = set() # type: Set[Key] |
| 73 | + |
| 74 | + # Set to True on return/break/raise, False on blocks that can block any of them |
| 75 | + self.breaking_out = False |
| 76 | + |
| 77 | + self.try_frames = set() # type: Set[int] |
| 78 | + self.loop_frames = [] # type: List[int] |
| 79 | + |
| 80 | + def _add_dependencies(self, key: Key, value: Key = None) -> None: |
| 81 | + if value is None: |
| 82 | + value = key |
| 83 | + if value in self._added_dependencies: |
| 84 | + return |
| 85 | + self._added_dependencies.add(value) |
| 86 | + if isinstance(key, tuple): |
| 87 | + key = cast(Any, key) # XXX sad |
| 88 | + if key != value: |
| 89 | + self.dependencies[key] = set() |
| 90 | + self.dependencies.setdefault(key, set()).add(value) |
| 91 | + for elt in cast(Any, key): |
| 92 | + self._add_dependencies(elt, value) |
| 93 | + |
| 94 | + def push_frame(self, fall_through: bool = False) -> Frame: |
| 95 | + """Push a new frame into the binder. |
| 96 | +
|
| 97 | + If fall_through, then allow types to escape from the inner |
| 98 | + frame to the resulting frame. That is, the state of types at |
| 99 | + the end of the last frame are allowed to fall through into the |
| 100 | + enclosing frame. |
| 101 | + """ |
| 102 | + f = Frame(self.frames[-1]) |
| 103 | + self.frames.append(f) |
| 104 | + if fall_through: |
| 105 | + f.add_exit_option(f) |
| 106 | + return f |
| 107 | + |
| 108 | + def _push(self, key: Key, type: Type, index: int=-1) -> None: |
| 109 | + self._add_dependencies(key) |
| 110 | + self.frames[index][key] = type |
| 111 | + |
| 112 | + def _get(self, key: Key, index: int=-1) -> Type: |
| 113 | + if index < 0: |
| 114 | + index += len(self.frames) |
| 115 | + for i in range(index, -1, -1): |
| 116 | + if key in self.frames[i]: |
| 117 | + return self.frames[i][key] |
| 118 | + return None |
| 119 | + |
| 120 | + def push(self, expr: Node, typ: Type) -> None: |
| 121 | + if not expr.literal: |
| 122 | + return |
| 123 | + key = expr.literal_hash |
| 124 | + self.frames[0][key] = self.get_declaration(expr) |
| 125 | + self._push(key, typ) |
| 126 | + |
| 127 | + def get(self, expr: Node) -> Type: |
| 128 | + return self._get(expr.literal_hash) |
| 129 | + |
| 130 | + def cleanse(self, expr: Node) -> None: |
| 131 | + """Remove all references to a Node from the binder.""" |
| 132 | + key = expr.literal_hash |
| 133 | + for frame in self.frames: |
| 134 | + if key in frame: |
| 135 | + del frame[key] |
| 136 | + |
| 137 | + def update_from_options(self, frames: List[Frame]) -> bool: |
| 138 | + """Update the frame to reflect that each key will be updated |
| 139 | + as in one of the frames. Return whether any item changes. |
| 140 | +
|
| 141 | + If a key is declared as AnyType, only update it if all the |
| 142 | + options are the same. |
| 143 | + """ |
| 144 | + |
| 145 | + changed = False |
| 146 | + keys = set(key for f in frames for key in f) |
| 147 | + |
| 148 | + for key in keys: |
| 149 | + current_value = self._get(key) |
| 150 | + resulting_values = [f.get(key, current_value) for f in frames] |
| 151 | + if any(x is None for x in resulting_values): |
| 152 | + continue |
| 153 | + |
| 154 | + if isinstance(self.frames[0].get(key), AnyType): |
| 155 | + type = resulting_values[0] |
| 156 | + if not all(is_same_type(type, t) for t in resulting_values[1:]): |
| 157 | + type = AnyType() |
| 158 | + else: |
| 159 | + type = resulting_values[0] |
| 160 | + for other in resulting_values[1:]: |
| 161 | + type = join_simple(self.frames[0][key], type, other) |
| 162 | + if not is_same_type(type, current_value): |
| 163 | + self._push(key, type) |
| 164 | + changed = True |
| 165 | + |
| 166 | + return changed |
| 167 | + |
| 168 | + def update_expand(self, frame: Frame, index: int = -1) -> bool: |
| 169 | + """Update frame to include another one, if that other one is larger than the current value. |
| 170 | +
|
| 171 | + Return whether anything changed.""" |
| 172 | + result = False |
| 173 | + |
| 174 | + for key in frame: |
| 175 | + old_type = self._get(key, index) |
| 176 | + if old_type is None: |
| 177 | + continue |
| 178 | + replacement = join_simple(self.frames[0][key], old_type, frame[key]) |
| 179 | + |
| 180 | + if not is_same_type(replacement, old_type): |
| 181 | + self._push(key, replacement, index) |
| 182 | + result = True |
| 183 | + return result |
| 184 | + |
| 185 | + def pop_frame(self) -> Frame: |
| 186 | + """Pop a frame and return it. |
| 187 | +
|
| 188 | + frame.changed represents whether the newly innermost frame was |
| 189 | + modified since it was last on top. |
| 190 | +
|
| 191 | + frame.broken represents whether we always leave this frame |
| 192 | + through a construct other than falling off the end. |
| 193 | + """ |
| 194 | + result = self.frames.pop() |
| 195 | + |
| 196 | + options = self.frames[-1].options_on_return |
| 197 | + self.frames[-1].options_on_return = [] |
| 198 | + |
| 199 | + result.changed = self.update_from_options(options) |
| 200 | + result.broken = self.breaking_out |
| 201 | + |
| 202 | + return result |
| 203 | + |
| 204 | + def get_declaration(self, expr: Any) -> Type: |
| 205 | + if hasattr(expr, 'node') and isinstance(expr.node, Var): |
| 206 | + type = expr.node.type |
| 207 | + if isinstance(type, PartialType): |
| 208 | + return None |
| 209 | + return type |
| 210 | + else: |
| 211 | + return self.frames[0].get(expr.literal_hash) |
| 212 | + |
| 213 | + def assign_type(self, expr: Node, |
| 214 | + type: Type, |
| 215 | + declared_type: Type, |
| 216 | + restrict_any: bool = False) -> None: |
| 217 | + if not expr.literal: |
| 218 | + return |
| 219 | + self.invalidate_dependencies(expr) |
| 220 | + |
| 221 | + if declared_type is None: |
| 222 | + # Not sure why this happens. It seems to mainly happen in |
| 223 | + # member initialization. |
| 224 | + return |
| 225 | + if not is_subtype(type, declared_type): |
| 226 | + # Pretty sure this is only happens when there's a type error. |
| 227 | + |
| 228 | + # Ideally this function wouldn't be called if the |
| 229 | + # expression has a type error, though -- do other kinds of |
| 230 | + # errors cause this function to get called at invalid |
| 231 | + # times? |
| 232 | + return |
| 233 | + |
| 234 | + # If x is Any and y is int, after x = y we do not infer that x is int. |
| 235 | + # This could be changed. |
| 236 | + # Eric: I'm changing it in weak typing mode, since Any is so common. |
| 237 | + |
| 238 | + if (isinstance(self.most_recent_enclosing_type(expr, type), AnyType) |
| 239 | + and not restrict_any): |
| 240 | + pass |
| 241 | + elif isinstance(type, AnyType): |
| 242 | + self.push(expr, declared_type) |
| 243 | + else: |
| 244 | + self.push(expr, type) |
| 245 | + |
| 246 | + for i in self.try_frames: |
| 247 | + # XXX This should probably not copy the entire frame, but |
| 248 | + # just copy this variable into a single stored frame. |
| 249 | + self.allow_jump(i) |
| 250 | + |
| 251 | + def invalidate_dependencies(self, expr: Node) -> None: |
| 252 | + """Invalidate knowledge of types that include expr, but not expr itself. |
| 253 | +
|
| 254 | + For example, when expr is foo.bar, invalidate foo.bar.baz and |
| 255 | + foo.bar[0]. |
| 256 | +
|
| 257 | + It is overly conservative: it invalidates globally, including |
| 258 | + in code paths unreachable from here. |
| 259 | + """ |
| 260 | + for dep in self.dependencies.get(expr.literal_hash, set()): |
| 261 | + for f in self.frames: |
| 262 | + if dep in f: |
| 263 | + del f[dep] |
| 264 | + |
| 265 | + def most_recent_enclosing_type(self, expr: Node, type: Type) -> Type: |
| 266 | + if isinstance(type, AnyType): |
| 267 | + return self.get_declaration(expr) |
| 268 | + key = expr.literal_hash |
| 269 | + enclosers = ([self.get_declaration(expr)] + |
| 270 | + [f[key] for f in self.frames |
| 271 | + if key in f and is_subtype(type, f[key])]) |
| 272 | + return enclosers[-1] |
| 273 | + |
| 274 | + def allow_jump(self, index: int) -> None: |
| 275 | + self.frames[index + 1].add_exit_option(self.frames[-1], True) |
| 276 | + |
| 277 | + def push_loop_frame(self) -> None: |
| 278 | + self.loop_frames.append(len(self.frames) - 1) |
| 279 | + |
| 280 | + def pop_loop_frame(self) -> None: |
| 281 | + self.loop_frames.pop() |
| 282 | + |
| 283 | + def frame_context(self, fall_through: bool = False, |
| 284 | + clear_breaking: bool = False) -> 'FrameContextManager': |
| 285 | + """Return a context manager that pushes/pops frames on enter/exit. |
| 286 | +
|
| 287 | + If fall_through, then allow types to escape from the inner |
| 288 | + frame to the resulting frame. That is, the state of types at |
| 289 | + the end of the last frame are allowed to fall through into the |
| 290 | + enclosing frame. |
| 291 | +
|
| 292 | + If clear_breaking, then on __exit__ the manager will clear the |
| 293 | + breaking_out flag, and if it was not set, will allow the frame |
| 294 | + to escape to its grandparent. |
| 295 | + """ |
| 296 | + return FrameContextManager(self, fall_through, clear_breaking) |
| 297 | + |
| 298 | + |
| 299 | +class FrameContextManager: |
| 300 | + """This is a context manager returned by binder.frame_context(). |
| 301 | +
|
| 302 | + Pushes a frame on __enter__, pops it on __exit__. |
| 303 | + """ |
| 304 | + def __init__(self, binder: ConditionalTypeBinder, |
| 305 | + fall_through: bool, clear_breaking: bool) -> None: |
| 306 | + self.binder = binder |
| 307 | + self.fall_through = fall_through |
| 308 | + self.clear_breaking = clear_breaking |
| 309 | + |
| 310 | + def __enter__(self) -> Frame: |
| 311 | + return self.binder.push_frame(self.fall_through) |
| 312 | + |
| 313 | + def __exit__(self, *args: Any) -> None: |
| 314 | + f = self.binder.pop_frame() |
| 315 | + if self.clear_breaking: |
| 316 | + self.binder.breaking_out = False |
| 317 | + if not f.broken: |
| 318 | + f.parent.add_exit_option(f, follow_parents=True) |
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