def _analysis(self):
self._inference_state.is_analysis = True
self._inference_state.analysis_modules = [self._module_node]
module = self._get_module_context()
try:
for node in get_executable_nodes(self._module_node):
context = module.create_context(node)
if node.type in ('funcdef', 'classdef'):
# Resolve the decorators.
tree_name_to_values(self._inference_state, context, node.children[1])
elif isinstance(node, tree.Import):
import_names = set(node.get_defined_names())
if node.is_nested():
import_names |= set(path[-1] for path in node.get_paths())
for n in import_names:
imports.infer_import(context, n)
elif node.type == 'expr_stmt':
types = context.infer_node(node)
for testlist in node.children[:-1:2]:
# Iterate tuples.
unpack_tuple_to_dict(context, types, testlist)
else:
if node.type == 'name':
defs = self._inference_state.infer(context, node)
else:
defs = infer_call_of_leaf(context, node)
try_iter_content(defs)
self._inference_state.reset_recursion_limitations()
ana = [a for a in self._inference_state.analysis if self.path == a.path]
return sorted(set(ana), key=lambda x: x.line)
finally:
self._inference_state.is_analysis = False
def infer(self, context, name):
def_ = name.get_definition(import_name_always=True)
if def_ is not None:
type_ = def_.type
is_classdef = type_ == 'classdef'
if is_classdef or type_ == 'funcdef':
if is_classdef:
c = ClassValue(self, context, name.parent)
else:
c = FunctionValue.from_context(context, name.parent)
return ValueSet([c])
if type_ == 'expr_stmt':
is_simple_name = name.parent.type not in ('power', 'trailer')
if is_simple_name:
return infer_expr_stmt(context, def_, name)
if type_ == 'for_stmt':
container_types = context.infer_node(def_.children[3])
cn = ContextualizedNode(context, def_.children[3])
for_types = iterate_values(container_types, cn)
n = TreeNameDefinition(context, name)
return check_tuple_assignments(n, for_types)
if type_ in ('import_from', 'import_name'):
return imports.infer_import(context, name)
if type_ == 'with_stmt':
return tree_name_to_values(self, context, name)
elif type_ == 'param':
return context.py__getattribute__(name.value,
position=name.end_pos)
else:
result = follow_error_node_imports_if_possible(context, name)
if result is not None:
return result
return helpers.infer_call_of_leaf(context, name)
def tree_name_to_values(inference_state, context, tree_name):
value_set = NO_VALUES
module_node = context.get_root_context().tree_node
# First check for annotations, like: `foo: int = 3`
if module_node is not None:
names = module_node.get_used_names().get(tree_name.value, [])
found_annotation = False
for name in names:
expr_stmt = name.parent
if expr_stmt.type == "expr_stmt" and expr_stmt.children[
1].type == "annassign":
correct_scope = parser_utils.get_parent_scope(
name) == context.tree_node
if correct_scope:
found_annotation = True
value_set |= annotation.infer_annotation(
context,
expr_stmt.children[1].children[1]).execute_annotation(
)
if found_annotation:
return value_set
types = []
node = tree_name.get_definition(import_name_always=True,
include_setitem=True)
if node is None:
node = tree_name.parent
if node.type == 'global_stmt':
c = context.create_context(tree_name)
if c.is_module():
# In case we are already part of the module, there is no point
# in looking up the global statement anymore, because it's not
# valid at that point anyway.
return NO_VALUES
# For global_stmt lookups, we only need the first possible scope,
# which means the function itself.
filter = next(c.get_filters())
names = filter.get(tree_name.value)
return ValueSet.from_sets(name.infer() for name in names)
elif node.type not in ('import_from', 'import_name'):
c = context.create_context(tree_name)
return infer_atom(c, tree_name)
typ = node.type
if typ == 'for_stmt':
types = annotation.find_type_from_comment_hint_for(
context, node, tree_name)
if types:
return types
if typ == 'with_stmt':
types = annotation.find_type_from_comment_hint_with(
context, node, tree_name)
if types:
return types
if typ in ('for_stmt', 'comp_for', 'sync_comp_for'):
try:
types = context.predefined_names[node][tree_name.value]
except KeyError:
cn = ContextualizedNode(context, node.children[3])
for_types = iterate_values(
cn.infer(),
contextualized_node=cn,
is_async=node.parent.type == 'async_stmt',
)
n = TreeNameDefinition(context, tree_name)
types = check_tuple_assignments(n, for_types)
elif typ == 'expr_stmt':
types = infer_expr_stmt(context, node, tree_name)
elif typ == 'with_stmt':
value_managers = context.infer_node(
node.get_test_node_from_name(tree_name))
if node.parent.type == 'async_stmt':
# In the case of `async with` statements, we need to
# first get the coroutine from the `__aenter__` method,
# then "unwrap" via the `__await__` method
enter_methods = value_managers.py__getattribute__('__aenter__')
coro = enter_methods.execute_with_values()
return coro.py__await__().py__stop_iteration_returns()
enter_methods = value_managers.py__getattribute__('__enter__')
return enter_methods.execute_with_values()
elif typ in ('import_from', 'import_name'):
types = imports.infer_import(context, tree_name)
elif typ in ('funcdef', 'classdef'):
types = _apply_decorators(context, node)
elif typ == 'try_stmt':
# TODO an exception can also be a tuple. Check for those.
# TODO check for types that are not classes and add it to
# the static analysis report.
exceptions = context.infer_node(
tree_name.get_previous_sibling().get_previous_sibling())
types = exceptions.execute_with_values()
elif typ == 'param':
types = NO_VALUES
elif typ == 'del_stmt':
types = NO_VALUES
elif typ == 'namedexpr_test':
types = infer_node(context, node)
else:
raise ValueError("Should not happen. type: %s" % typ)
return types
