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
|
:mod:`gc` --- Garbage Collector interface
=========================================
.. module:: gc
:synopsis: Interface to the cycle-detecting garbage collector.
.. moduleauthor:: Neil Schemenauer <nas@arctrix.com>
.. sectionauthor:: Neil Schemenauer <nas@arctrix.com>
This module provides an interface to the optional garbage collector. It
provides the ability to disable the collector, tune the collection frequency,
and set debugging options. It also provides access to unreachable objects that
the collector found but cannot free. Since the collector supplements the
reference counting already used in Python, you can disable the collector if you
are sure your program does not create reference cycles. Automatic collection
can be disabled by calling ``gc.disable()``. To debug a leaking program call
``gc.set_debug(gc.DEBUG_LEAK)``. Notice that this includes
``gc.DEBUG_SAVEALL``, causing garbage-collected objects to be saved in
gc.garbage for inspection.
The :mod:`gc` module provides the following functions:
.. function:: enable()
Enable automatic garbage collection.
.. function:: disable()
Disable automatic garbage collection.
.. function:: isenabled()
Returns true if automatic collection is enabled.
.. function:: collect(generations=2)
With no arguments, run a full collection. The optional argument *generation*
may be an integer specifying which generation to collect (from 0 to 2). A
:exc:`ValueError` is raised if the generation number is invalid. The number of
unreachable objects found is returned.
The free lists maintained for a number of built-in types are cleared
whenever a full collection or collection of the highest generation (2)
is run. Not all items in some free lists may be freed due to the
particular implementation, in particular :class:`float`.
.. function:: set_debug(flags)
Set the garbage collection debugging flags. Debugging information will be
written to ``sys.stderr``. See below for a list of debugging flags which can be
combined using bit operations to control debugging.
.. function:: get_debug()
Return the debugging flags currently set.
.. function:: get_objects()
Returns a list of all objects tracked by the collector, excluding the list
returned.
.. function:: get_stats()
Return a list of 3 per-generation dictionaries containing collection
statistics since interpreter start. At this moment, each dictionary will
contain the following items:
* ``collections`` is the number of times this generation was collected;
* ``collected`` is the total number of objects collected inside this
generation;
* ``uncollectable`` is the total number of objects which were found
to be uncollectable (and were therefore moved to the :data:`garbage`
list) inside this generation.
.. versionadded:: 3.4
.. function:: set_threshold(threshold0[, threshold1[, threshold2]])
Set the garbage collection thresholds (the collection frequency). Setting
*threshold0* to zero disables collection.
The GC classifies objects into three generations depending on how many
collection sweeps they have survived. New objects are placed in the youngest
generation (generation ``0``). If an object survives a collection it is moved
into the next older generation. Since generation ``2`` is the oldest
generation, objects in that generation remain there after a collection. In
order to decide when to run, the collector keeps track of the number object
allocations and deallocations since the last collection. When the number of
allocations minus the number of deallocations exceeds *threshold0*, collection
starts. Initially only generation ``0`` is examined. If generation ``0`` has
been examined more than *threshold1* times since generation ``1`` has been
examined, then generation ``1`` is examined as well. Similarly, *threshold2*
controls the number of collections of generation ``1`` before collecting
generation ``2``.
.. function:: get_count()
Return the current collection counts as a tuple of ``(count0, count1,
count2)``.
.. function:: get_threshold()
Return the current collection thresholds as a tuple of ``(threshold0,
threshold1, threshold2)``.
.. function:: get_referrers(*objs)
Return the list of objects that directly refer to any of objs. This function
will only locate those containers which support garbage collection; extension
types which do refer to other objects but do not support garbage collection will
not be found.
Note that objects which have already been dereferenced, but which live in cycles
and have not yet been collected by the garbage collector can be listed among the
resulting referrers. To get only currently live objects, call :func:`collect`
before calling :func:`get_referrers`.
Care must be taken when using objects returned by :func:`get_referrers` because
some of them could still be under construction and hence in a temporarily
invalid state. Avoid using :func:`get_referrers` for any purpose other than
debugging.
.. function:: get_referents(*objs)
Return a list of objects directly referred to by any of the arguments. The
referents returned are those objects visited by the arguments' C-level
:attr:`tp_traverse` methods (if any), and may not be all objects actually
directly reachable. :attr:`tp_traverse` methods are supported only by objects
that support garbage collection, and are only required to visit objects that may
be involved in a cycle. So, for example, if an integer is directly reachable
from an argument, that integer object may or may not appear in the result list.
.. function:: is_tracked(obj)
Returns True if the object is currently tracked by the garbage collector,
False otherwise. As a general rule, instances of atomic types aren't
tracked and instances of non-atomic types (containers, user-defined
objects...) are. However, some type-specific optimizations can be present
in order to suppress the garbage collector footprint of simple instances
(e.g. dicts containing only atomic keys and values)::
>>> gc.is_tracked(0)
False
>>> gc.is_tracked("a")
False
>>> gc.is_tracked([])
True
>>> gc.is_tracked({})
False
>>> gc.is_tracked({"a": 1})
False
>>> gc.is_tracked({"a": []})
True
.. versionadded:: 3.1
The following variables are provided for read-only access (you can mutate the
values but should not rebind them):
.. data:: garbage
A list of objects which the collector found to be unreachable but could not be
freed (uncollectable objects). By default, this list contains only objects with
:meth:`__del__` methods. Objects that have :meth:`__del__` methods and are
part of a reference cycle cause the entire reference cycle to be uncollectable,
including objects not necessarily in the cycle but reachable only from it.
Python doesn't collect such cycles automatically because, in general, it isn't
possible for Python to guess a safe order in which to run the :meth:`__del__`
methods. If you know a safe order, you can force the issue by examining the
*garbage* list, and explicitly breaking cycles due to your objects within the
list. Note that these objects are kept alive even so by virtue of being in the
*garbage* list, so they should be removed from *garbage* too. For example,
after breaking cycles, do ``del gc.garbage[:]`` to empty the list. It's
generally better to avoid the issue by not creating cycles containing objects
with :meth:`__del__` methods, and *garbage* can be examined in that case to
verify that no such cycles are being created.
If :const:`DEBUG_SAVEALL` is set, then all unreachable objects will be added
to this list rather than freed.
.. versionchanged:: 3.2
If this list is non-empty at interpreter shutdown, a
:exc:`ResourceWarning` is emitted, which is silent by default. If
:const:`DEBUG_UNCOLLECTABLE` is set, in addition all uncollectable objects
are printed.
.. data:: callbacks
A list of callbacks that will be invoked by the garbage collector before and
after collection. The callbacks will be called with two arguments,
*phase* and *info*.
*phase* can be one of two values:
"start": The garbage collection is about to start.
"stop": The garbage collection has finished.
*info* is a dict providing more information for the callback. The following
keys are currently defined:
"generation": The oldest generation being collected.
"collected": When *phase* is "stop", the number of objects
successfully collected.
"uncollectable": When *phase* is "stop", the number of objects
that could not be collected and were put in :data:`garbage`.
Applications can add their own callbacks to this list. The primary
use cases are:
Gathering statistics about garbage collection, such as how often
various generations are collected, and how long the collection
takes.
Allowing applications to identify and clear their own uncollectable
types when they appear in :data:`garbage`.
.. versionadded:: 3.3
The following constants are provided for use with :func:`set_debug`:
.. data:: DEBUG_STATS
Print statistics during collection. This information can be useful when tuning
the collection frequency.
.. data:: DEBUG_COLLECTABLE
Print information on collectable objects found.
.. data:: DEBUG_UNCOLLECTABLE
Print information of uncollectable objects found (objects which are not
reachable but cannot be freed by the collector). These objects will be added
to the ``garbage`` list.
.. versionchanged:: 3.2
Also print the contents of the :data:`garbage` list at interpreter
shutdown, if it isn't empty.
.. data:: DEBUG_SAVEALL
When set, all unreachable objects found will be appended to *garbage* rather
than being freed. This can be useful for debugging a leaking program.
.. data:: DEBUG_LEAK
The debugging flags necessary for the collector to print information about a
leaking program (equal to ``DEBUG_COLLECTABLE | DEBUG_UNCOLLECTABLE |
DEBUG_SAVEALL``).
|