1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311
|
from enum import auto
from types import MappingProxyType, ModuleType
from typing import Union, TypedDict
from .line_profiler_utils import StringEnum
#: Default scoping policies:
#:
#: * Profile sibling and descendant functions
#: (:py:attr:`ScopingPolicy.SIBLINGS`)
#: * Descend ingo sibling and descendant classes
#: (:py:attr:`ScopingPolicy.SIBLINGS`)
#: * Don't descend into modules (:py:attr:`ScopingPolicy.EXACT`)
DEFAULT_SCOPING_POLICIES = MappingProxyType(
{'func': 'siblings', 'class': 'siblings', 'module': 'exact'})
class ScopingPolicy(StringEnum):
"""
:py:class:`StrEnum` for scoping policies, that is, how it is
decided whether to:
* Profile a function found in a namespace (a class or a module), and
* Descend into nested namespaces so that their methods and functions
are profiled,
when using :py:meth:`LineProfiler.add_class`,
:py:meth:`LineProfiler.add_module`, and
:py:func:`~.add_imported_function_or_module()`.
Available policies are:
:py:attr:`ScopingPolicy.EXACT`
Only profile *functions* found in the namespace fulfilling
:py:attr:`ScopingPolicy.CHILDREN` as defined below, without
descending into nested namespaces
:py:attr:`ScopingPolicy.CHILDREN`
Only profile/descend into *child* objects, which are:
* Classes and functions defined *locally* in the very
module, or in the very class as its "inner classes" and
methods
* Direct submodules, in case when the namespace is a module
object representing a package
:py:attr:`ScopingPolicy.DESCENDANTS`
Only profile/descend into *descendant* objects, which are:
* Child classes, functions, and modules, as defined above in
:py:attr:`ScopingPolicy.CHILDREN`
* Their child classes, functions, and modules, ...
* ... and so on
Note:
Since imported submodule module objects are by default
placed into the namespace of their parent-package module
objects, this functions largely identical to
:py:attr:`ScopingPolicy.CHILDREN` for descent from module
objects into other modules objects.
:py:attr:`ScopingPolicy.SIBLINGS`
Only profile/descend into *sibling* and descendant objects,
which are:
* Descendant classes, functions, and modules, as defined above
in :py:attr:`ScopingPolicy.DESCENDANTS`
* Classes and functions (and descendants thereof) defined in the
same parent namespace to this very class, or in modules (and
subpackages and their descendants) sharing a parent package
to this very module
* Modules (and subpackages and their descendants) sharing a
parent package, when the namespace is a module
:py:attr:`ScopingPolicy.NONE`
Don't check scopes; profile all functions found in the local
namespace of the class/module, and descend into all nested
namespaces recursively
Note:
This is probably a *very* bad idea for module scoping,
potentially resulting in accidentally recursing through a
significant portion of loaded modules;
proceed with care.
Note:
Other than :py:class:`enum.Enum` methods starting and ending
with single underscores (e.g. :py:meth:`!_missing_`), all
methods prefixed with a single underscore are to be considered
implementation details.
"""
EXACT = auto()
CHILDREN = auto()
DESCENDANTS = auto()
SIBLINGS = auto()
NONE = auto()
# Verification
def __init_subclass__(cls, *args, **kwargs):
"""
Call :py:meth:`_check_class`.
"""
super().__init_subclass__(*args, **kwargs)
cls._check_class()
@classmethod
def _check_class(cls):
"""
Verify that :py:meth:`.get_filter` return a callable for all
policy values and object types.
"""
mock_module = ModuleType('mock_module')
class MockClass:
pass
for member in cls.__members__.values():
for obj_type in 'func', 'class', 'module':
for namespace in mock_module, MockClass:
assert callable(member.get_filter(namespace, obj_type))
# Filtering
def get_filter(self, namespace, obj_type):
"""
Args:
namespace (Union[type, types.ModuleType]):
Class or module to be profiled.
obj_type (Literal['func', 'class', 'module']):
Type of object encountered in ``namespace``:
``'func'``
Either a function, or a component function of a
callable-like object (e.g. :py:class:`property`)
``'class'`` (resp. ``'module'``)
A class (resp. a module)
Returns:
func (Callable[..., bool]):
Filter callable returning whether the argument (as
specified by ``obj_type``) should be added
via :py:meth:`LineProfiler.add_class`,
:py:meth:`LineProfiler.add_module`, or
:py:meth:`LineProfiler.add_callable`
"""
is_class = isinstance(namespace, type)
if obj_type == 'module':
if is_class:
return self._return_const(False)
return self._get_module_filter_in_module(namespace)
if is_class:
method = self._get_callable_filter_in_class
else:
method = self._get_callable_filter_in_module
return method(namespace, is_class=(obj_type == 'class'))
@classmethod
def to_policies(cls, policies=None):
"""
Normalize ``policies`` into a dictionary of policies for various
object types.
Args:
policies (Union[str, ScopingPolicy, \
ScopingPolicyDict, None]):
:py:class:`ScopingPolicy`, string convertible thereto
(case-insensitive), or a mapping containing such values
and the keys as outlined in the return value;
the default :py:const:`None` is equivalent to
:py:data:`DEFAULT_SCOPING_POLICIES`.
Returns:
normalized_policies (dict[Literal['func', 'class', \
'module'], ScopingPolicy]):
Dictionary with the following key-value pairs:
``'func'``
:py:class:`ScopingPolicy` for profiling functions
and other callable-like objects composed thereof
(e.g. :py:class:`property`).
``'class'``
:py:class:`ScopingPolicy` for descending into
classes.
``'module'``
:py:class:`ScopingPolicy` for descending into
modules (if the namespace is itself a module).
Note:
If ``policies`` is a mapping, it is required to contain all
three of the aforementioned keys.
Example:
>>> assert (ScopingPolicy.to_policies('children')
... == dict.fromkeys(['func', 'class', 'module'],
... ScopingPolicy.CHILDREN))
>>> assert (ScopingPolicy.to_policies({
... 'func': 'NONE',
... 'class': 'descendants',
... 'module': 'exact',
... 'unused key': 'unused value'})
... == {'func': ScopingPolicy.NONE,
... 'class': ScopingPolicy.DESCENDANTS,
... 'module': ScopingPolicy.EXACT})
>>> ScopingPolicy.to_policies({})
Traceback (most recent call last):
...
KeyError: 'func'
"""
if policies is None:
policies = DEFAULT_SCOPING_POLICIES
if isinstance(policies, str):
policy = cls(policies)
return _ScopingPolicyDict(
dict.fromkeys(['func', 'class', 'module'], policy))
return _ScopingPolicyDict({'func': cls(policies['func']),
'class': cls(policies['class']),
'module': cls(policies['module'])})
@staticmethod
def _return_const(value):
def return_const(*_, **__):
return value
return return_const
@staticmethod
def _match_prefix(s, prefix, sep='.'):
return s == prefix or s.startswith(prefix + sep)
def _get_callable_filter_in_class(self, cls, is_class):
def func_is_child(other):
if not modules_are_equal(other):
return False
return other.__qualname__ == f'{cls.__qualname__}.{other.__name__}'
def modules_are_equal(other): # = sibling check
return cls.__module__ == other.__module__
def func_is_descdendant(other):
if not modules_are_equal(other):
return False
return other.__qualname__.startswith(cls.__qualname__ + '.')
return {'exact': (self._return_const(False)
if is_class else
func_is_child),
'children': func_is_child,
'descendants': func_is_descdendant,
'siblings': modules_are_equal,
'none': self._return_const(True)}[self.value]
def _get_callable_filter_in_module(self, mod, is_class):
def func_is_child(other):
return other.__module__ == mod.__name__
def func_is_descdendant(other):
return self._match_prefix(other.__module__, mod.__name__)
def func_is_cousin(other):
if func_is_descdendant(other):
return True
return self._match_prefix(other.__module__, parent)
parent, _, basename = mod.__name__.rpartition('.')
return {'exact': (self._return_const(False)
if is_class else
func_is_child),
'children': func_is_child,
'descendants': func_is_descdendant,
'siblings': (func_is_cousin # Only if a pkg
if basename else
func_is_descdendant),
'none': self._return_const(True)}[self.value]
def _get_module_filter_in_module(self, mod):
def module_is_descendant(other):
return other.__name__.startswith(mod.__name__ + '.')
def module_is_child(other):
return other.__name__.rpartition('.')[0] == mod.__name__
def module_is_sibling(other):
return other.__name__.startswith(parent + '.')
parent, _, basename = mod.__name__.rpartition('.')
return {'exact': self._return_const(False),
'children': module_is_child,
'descendants': module_is_descendant,
'siblings': (module_is_sibling # Only if a pkg
if basename else
self._return_const(False)),
'none': self._return_const(True)}[self.value]
# Sanity check in case we extended `ScopingPolicy` and forgot to update
# the corresponding methods
ScopingPolicy._check_class()
ScopingPolicyDict = TypedDict('ScopingPolicyDict',
{'func': Union[str, ScopingPolicy],
'class': Union[str, ScopingPolicy],
'module': Union[str, ScopingPolicy]})
_ScopingPolicyDict = TypedDict('_ScopingPolicyDict',
{'func': ScopingPolicy,
'class': ScopingPolicy,
'module': ScopingPolicy})
|