def testLazyDictEq(self): d = utils.LazyDict() f = lambda x: x d.add_lazy_item("f", f, "foo") self.assertTrue(d.lazy_eq("f", f, "foo")) self.assertFalse(d.lazy_eq("f", f, "bar")) with self.assertRaises(KeyError): d.lazy_eq("g", f, "foo") self.assertEqual("foo", d["f"]) # evaluation # The point of lazy_eq is to do approximate equality checks when we can't # evaluate the function, so there's no way to determine "foo" != f("bar"). self.assertTrue(d.lazy_eq("f", f, "bar"))
def testLazyDict(self): d = utils.LazyDict() # To avoid surprising behavior, we require desired dict functionality to be # explicitly overridden self.assertRaises(NotImplementedError, lambda: d.viewitems) x = [] def f(y): # Change the state of x so that we can check whether f is evaluated at the # right time x.append(x) return y d.add_lazy_item("f", f, "foo") self.assertNotIn("f", d) self.assertEquals(0, len(x)) # Evaluate the item self.assertEquals("foo", d["f"]) self.assertIn("f", d) self.assertEquals(1, len(x))
def _constant_to_value(self, pyval, subst, get_node): """Create a AtomicAbstractValue that represents a python constant. This supports both constant from code constant pools and PyTD constants such as classes. This also supports builtin python objects such as int and float. Args: pyval: The python or PyTD value to convert. subst: The current type parameters. get_node: A getter function for the current node. Returns: A Value that represents the constant, or None if we couldn't convert. Raises: NotImplementedError: If we don't know how to convert a value. TypeParameterError: If we can't find a substitution for a type parameter. """ if isinstance(pyval, str): return abstract.AbstractOrConcreteValue(pyval, self.str_type, self.vm) elif isinstance(pyval, int) and -1 <= pyval <= MAX_IMPORT_DEPTH: # For small integers, preserve the actual value (for things like the # level in IMPORT_NAME). return abstract.AbstractOrConcreteValue(pyval, self.int_type, self.vm) elif isinstance(pyval, long): # long is aliased to int return self.primitive_class_instances[int] elif pyval.__class__ in self.primitive_classes: return self.primitive_class_instances[pyval.__class__] elif isinstance(pyval, (loadmarshal.CodeType, blocks.OrderedCode)): return abstract.AbstractOrConcreteValue( pyval, self.primitive_classes[types.CodeType], self.vm) elif pyval is super: return special_builtins.Super(self.vm) elif pyval is object: return special_builtins.Object(self.vm) elif pyval.__class__ is type: if pyval is types.FunctionType: classname = "typing.Callable" else: classname = "__builtin__." + pyval.__name__ try: return self.name_to_value(classname, subst) except (KeyError, AttributeError): log.debug("Failed to find pytd", exc_info=True) raise elif isinstance(pyval, pytd.LateType): actual = self._load_late_type(pyval) return self._constant_to_value(actual, subst, get_node) elif isinstance(pyval, pytd.TypeDeclUnit): data = (pyval.constants + pyval.type_params + pyval.classes + pyval.functions + pyval.aliases) members = {val.name.rsplit(".")[-1]: val for val in data} return abstract.Module(self.vm, pyval.name, members, pyval) elif isinstance(pyval, pytd.Class) and pyval.name == "__builtin__.super": return self.vm.special_builtins["super"] elif isinstance(pyval, pytd.Class) and pyval.name == "__builtin__.object": return self.object_type elif isinstance(pyval, pytd.Class) and pyval.name == "types.ModuleType": return self.module_type elif isinstance(pyval, pytd.Class): module, dot, base_name = pyval.name.rpartition(".") try: cls = abstract.PyTDClass(base_name, pyval, self.vm) except mro.MROError as e: self.vm.errorlog.mro_error(self.vm.frames, base_name, e.mro_seqs) cls = self.unsolvable else: if dot: cls.module = module return cls elif isinstance(pyval, pytd.Function): signatures = [ abstract.PyTDSignature(pyval.name, sig, self.vm) for sig in pyval.signatures ] type_new = self.vm.lookup_builtin("__builtin__.type").Lookup( "__new__") if pyval is type_new: f_cls = special_builtins.TypeNew else: f_cls = abstract.PyTDFunction f = f_cls(pyval.name, signatures, pyval.kind, self.vm) f.is_abstract = pyval.is_abstract return f elif isinstance(pyval, pytd.ClassType): assert pyval.cls return self.constant_to_value(pyval.cls, subst, self.vm.root_cfg_node) elif isinstance(pyval, pytd.NothingType): return self.nothing elif isinstance(pyval, pytd.AnythingType): return self.unsolvable elif isinstance(pyval, pytd.FunctionType): return self.constant_to_value(pyval.function, subst, self.vm.root_cfg_node) elif isinstance(pyval, pytd.UnionType): options = [ self.constant_to_value(t, subst, self.vm.root_cfg_node) for t in pyval.type_list ] if len(options) > 1: return abstract.Union(options, self.vm) else: return options[0] elif isinstance(pyval, pytd.TypeParameter): constraints = tuple( self.constant_to_value(c, {}, self.vm.root_cfg_node) for c in pyval.constraints) bound = (pyval.bound and self.constant_to_value( pyval.bound, {}, self.vm.root_cfg_node)) return abstract.TypeParameter(pyval.name, self.vm, constraints=constraints, bound=bound) elif isinstance(pyval, abstract.AsInstance): cls = pyval.cls if isinstance(cls, pytd.LateType): actual = self._load_late_type(cls) if not isinstance(actual, pytd.ClassType): return self.unsolvable cls = actual.cls if isinstance(cls, pytd.ClassType): cls = cls.cls if isinstance(cls, pytd.GenericType) or (isinstance(cls, pytd.Class) and cls.template): # If we're converting a generic Class, need to create a new instance of # it. See test_classes.testGenericReinstantiated. if isinstance(cls, pytd.Class): params = tuple(t.type_param.upper_value for t in cls.template) cls = pytd.GenericType(base_type=pytd.ClassType( cls.name, cls), parameters=params) if isinstance(cls.base_type, pytd.LateType): actual = self._load_late_type(cls.base_type) if not isinstance(actual, pytd.ClassType): return self.unsolvable base_cls = actual.cls else: assert isinstance(cls.base_type, pytd.ClassType) base_cls = cls.base_type.cls assert isinstance(base_cls, pytd.Class), base_cls if base_cls.name == "__builtin__.type": c, = cls.parameters if isinstance(c, pytd.TypeParameter): if not subst or c.name not in subst: raise self.TypeParameterError(c.name) return self.merge_classes(get_node(), subst[c.name].data) else: return self.constant_to_value(c, subst, self.vm.root_cfg_node) elif isinstance(cls, pytd.TupleType): content = tuple( self.constant_to_var(abstract.AsInstance(p), subst, get_node()) for p in cls.parameters) return abstract.Tuple(content, self.vm) elif isinstance(cls, pytd.CallableType): clsval = self.constant_to_value(cls, subst, self.vm.root_cfg_node) return abstract.Instance(clsval, self.vm) else: clsval = self.constant_to_value(base_cls, subst, self.vm.root_cfg_node) instance = abstract.Instance(clsval, self.vm) assert len(cls.parameters) <= len(base_cls.template) for formal, actual in zip(base_cls.template, cls.parameters): p = self.constant_to_var(abstract.AsInstance(actual), subst, get_node()) instance.initialize_type_parameter( get_node(), formal.name, p) return instance elif isinstance(cls, pytd.Class): # This key is also used in __init__ key = (abstract.Instance, cls) if key not in self._convert_cache: if cls.name in [ "__builtin__.type", "__builtin__.property" ]: # An instance of "type" or of an anonymous property can be anything. instance = self._create_new_unknown_value("type") else: mycls = self.constant_to_value(cls, subst, self.vm.root_cfg_node) instance = abstract.Instance(mycls, self.vm) instance.make_template_unsolvable( cls.template, self.vm.root_cfg_node) log.info("New pytd instance for %s: %r", cls.name, instance) self._convert_cache[key] = instance return self._convert_cache[key] else: return self.constant_to_value(cls, subst, self.vm.root_cfg_node) elif isinstance(pyval, pytd.GenericType): if isinstance(pyval.base_type, pytd.LateType): actual = self._load_late_type(pyval.base_type) if not isinstance(actual, pytd.ClassType): return self.unsolvable base = actual.cls else: assert isinstance(pyval.base_type, pytd.ClassType) base = pyval.base_type.cls assert isinstance(base, pytd.Class), base base_cls = self.constant_to_value(base, subst, self.vm.root_cfg_node) if not isinstance(base_cls, abstract.Class): # base_cls can be, e.g., an unsolvable due to an mro error. return self.unsolvable if isinstance(pyval, pytd.TupleType): abstract_class = abstract.TupleClass template = range(len(pyval.parameters)) + [abstract.T] parameters = pyval.parameters + (pytd.UnionType( pyval.parameters), ) elif isinstance(pyval, pytd.CallableType): abstract_class = abstract.Callable template = range(len( pyval.args)) + [abstract.ARGS, abstract.RET] parameters = pyval.args + (pytd_utils.JoinTypes( pyval.args), pyval.ret) else: abstract_class = abstract.ParameterizedClass template = tuple(t.name for t in base.template) parameters = pyval.parameters assert (pyval.base_type.name == "typing.Generic" or len(parameters) <= len(template)) type_parameters = utils.LazyDict() for i, name in enumerate(template): if i < len(parameters): type_parameters.add_lazy_item(name, self.constant_to_value, parameters[i], subst, self.vm.root_cfg_node) else: type_parameters[name] = self.unsolvable return abstract_class(base_cls, type_parameters, self.vm) elif pyval.__class__ is tuple: # only match raw tuple, not namedtuple/Node return self.tuple_to_value([ self.constant_to_var(item, subst, self.vm.root_cfg_node) for i, item in enumerate(pyval) ]) else: raise NotImplementedError("Can't convert constant %s %r" % (type(pyval), pyval))
def construct_constant_from_value(self, name, pyval, subst, node): """Create a AtomicAbstractValue that represents a python constant. This supports both constant from code constant pools and PyTD constants such as classes. This also supports builtin python objects such as int and float. Args: name: The name of this constant. Used for naming its attribute variables. pyval: The python or PyTD value to convert. subst: The current type parameters. node: The current CFG node. Returns: A Value that represents the constant, or None if we couldn't convert. Raises: NotImplementedError: If we don't know how to convert a value. """ if pyval is type: return abstract.SimpleAbstractValue(name, self.vm) elif isinstance(pyval, str): return abstract.AbstractOrConcreteValue( pyval, self.str_type, self.vm, node) elif isinstance(pyval, int) and -1 <= pyval <= MAX_IMPORT_DEPTH: # For small integers, preserve the actual value (for things like the # level in IMPORT_NAME). return abstract.AbstractOrConcreteValue( pyval, self.int_type, self.vm, node) elif pyval.__class__ in self.primitive_classes: return self.primitive_class_instances[pyval.__class__] elif isinstance(pyval, (loadmarshal.CodeType, blocks.OrderedCode)): return abstract.AbstractOrConcreteValue( pyval, self.primitive_classes[types.CodeType], self.vm, node) elif pyval.__class__ in [types.FunctionType, types.ModuleType, types.GeneratorType, type]: try: pyclass = self.vm.vmbuiltins.Lookup("__builtin__." + pyval.__name__) return self.convert_constant_to_value(name, pyclass, subst, node) except (KeyError, AttributeError): log.debug("Failed to find pytd", exc_info=True) raise elif isinstance(pyval, pytd.TypeDeclUnit): data = pyval.constants + pyval.classes + pyval.functions + pyval.aliases members = {val.name.rsplit(".")[-1]: val for val in data} return abstract.Module(self.vm, node, pyval.name, members) elif isinstance(pyval, pytd.Class): if "." in pyval.name: module, base_name = pyval.name.rsplit(".", 1) cls = abstract.PyTDClass(base_name, pyval, self.vm) cls.module = module else: cls = abstract.PyTDClass(name, pyval, self.vm) return cls elif isinstance(pyval, pytd.Function): signatures = [abstract.PyTDSignature(pyval.name, sig, self.vm) for sig in pyval.signatures] f = abstract.PyTDFunction( pyval.name, signatures, pyval.kind, self.vm, node) return f elif isinstance(pyval, pytd.ClassType): assert pyval.cls return self.convert_constant_to_value(pyval.name, pyval.cls, subst, node) elif isinstance(pyval, pytd.NothingType): return self.nothing elif isinstance(pyval, pytd.AnythingType): # TODO(kramm): This should be an Unsolveable. We don't need to solve this. return self._create_new_unknown_value("AnythingType") elif isinstance(pyval, pytd.FunctionType): return self.construct_constant_from_value( name, pyval.function, subst, node) elif isinstance(pyval, pytd.UnionType): return abstract.Union([ self.convert_constant_to_value(pytd.Print(t), t, subst, node) for t in pyval.type_list], self.vm) elif isinstance(pyval, pytd.TypeParameter): return abstract.TypeParameter(pyval.name, self.vm) elif isinstance(pyval, abstract.AsInstance): cls = pyval.cls if isinstance(cls, pytd.ClassType): cls = cls.cls if isinstance(cls, pytd.Class): # This key is also used in __init__ key = (abstract.Instance, cls) if key not in self._convert_cache: if cls.name in ["__builtin__.type", "__builtin__.property"]: # An instance of "type" or of an anonymous property can be anything. instance = self._create_new_unknown_value("type") else: mycls = self.convert_constant(cls.name, cls, subst, node) instance = abstract.Instance(mycls, self.vm, node) log.info("New pytd instance for %s: %r", cls.name, instance) self._convert_cache[key] = instance return self._convert_cache[key] elif isinstance(cls, pytd.GenericType): assert isinstance(cls.base_type, pytd.ClassType) base_cls = cls.base_type.cls instance = abstract.Instance( self.convert_constant(base_cls.name, base_cls, subst, node), self.vm, node) for formal, actual in zip(base_cls.template, cls.parameters): p = self.convert_constant( repr(formal), abstract.AsInstance(actual), subst, node) instance.initialize_type_parameter(node, formal.name, p) return instance else: return self.convert_constant_to_value(name, cls, subst, node) elif isinstance(pyval, pytd.GenericType): assert isinstance(pyval.base_type, pytd.ClassType) type_parameters = utils.LazyDict() for param, value in zip(pyval.base_type.cls.template, pyval.parameters): type_parameters.add_lazy_item( param.name, self.convert_constant_to_value, param.name, value, subst, node) cls = self.convert_constant_to_value( pytd.Print(pyval.base_type), pyval.base_type.cls, subst, node) return abstract.ParameterizedClass(cls, type_parameters, self.vm) elif pyval.__class__ is tuple: # only match raw tuple, not namedtuple/Node return self.tuple_to_value(self.vm.root_cfg_node, [self.convert_constant("tuple[%d]" % i, item, subst, node) for i, item in enumerate(pyval)]) else: raise NotImplementedError("Can't convert constant %s %r" % (type(pyval), pyval))