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2.84 kB
| ## @package context | |
| # Module caffe2.python.context | |
| import inspect | |
| import threading | |
| import functools | |
| class _ContextInfo(object): | |
| def __init__(self, cls, allow_default): | |
| self.cls = cls | |
| self.allow_default = allow_default | |
| self._local_stack = threading.local() | |
| def _stack(self): | |
| if not hasattr(self._local_stack, 'obj'): | |
| self._local_stack.obj = [] | |
| return self._local_stack.obj | |
| def enter(self, value): | |
| self._stack.append(value) | |
| def exit(self, value): | |
| assert len(self._stack) > 0, 'Context %s is empty.' % self.cls | |
| assert self._stack.pop() == value | |
| def get_active(self, required=True): | |
| if len(self._stack) == 0: | |
| if not required: | |
| return None | |
| assert self.allow_default, ( | |
| 'Context %s is required but none is active.' % self.cls) | |
| self.enter(self.cls()) | |
| return self._stack[-1] | |
| class _ContextRegistry(object): | |
| def __init__(self): | |
| self._ctxs = {} | |
| def get(self, cls): | |
| if cls not in self._ctxs: | |
| assert issubclass(cls, Managed), "must be a context managed class, got {}".format(cls) | |
| self._ctxs[cls] = _ContextInfo(cls, allow_default=issubclass(cls, DefaultManaged)) | |
| return self._ctxs[cls] | |
| _CONTEXT_REGISTRY = _ContextRegistry() | |
| def _context_registry(): | |
| global _CONTEXT_REGISTRY | |
| return _CONTEXT_REGISTRY | |
| def _get_managed_classes(obj): | |
| return [ | |
| cls for cls in inspect.getmro(obj.__class__) | |
| if issubclass(cls, Managed) and cls != Managed and cls != DefaultManaged | |
| ] | |
| class Managed(object): | |
| """ | |
| Managed makes the inheritted class a context managed class. | |
| class Foo(Managed): ... | |
| with Foo() as f: | |
| assert f == Foo.current() | |
| """ | |
| def current(cls, value=None, required=True): | |
| ctx_info = _context_registry().get(cls) | |
| if value is not None: | |
| assert isinstance(value, cls), ( | |
| 'Wrong context type. Expected: %s, got %s.' % (cls, type(value))) | |
| return value | |
| return ctx_info.get_active(required=required) | |
| def __enter__(self): | |
| for cls in _get_managed_classes(self): | |
| _context_registry().get(cls).enter(self) | |
| return self | |
| def __exit__(self, *args): | |
| for cls in _get_managed_classes(self): | |
| _context_registry().get(cls).exit(self) | |
| def __call__(self, func): | |
| def wrapper(*args, **kwargs): | |
| with self: | |
| return func(*args, **kwargs) | |
| return wrapper | |
| class DefaultManaged(Managed): | |
| """ | |
| DefaultManaged is similar to Managed but if there is no parent when | |
| current() is called it makes a new one. | |
| """ | |
| pass | |