Jim Fulton | d15dc06 | 2004-07-14 19:11:50 +0000 | [diff] [blame] | 1 | """Thread-local objects |
| 2 | |
| 3 | (Note that this module provides a Python version of thread |
Andrew M. Kuchling | 3fc2fde | 2004-07-15 12:17:26 +0000 | [diff] [blame] | 4 | threading.local class. Depending on the version of Python you're |
Jim Fulton | d15dc06 | 2004-07-14 19:11:50 +0000 | [diff] [blame] | 5 | using, there may be a faster one available. You should always import |
| 6 | the local class from threading.) |
| 7 | |
| 8 | Thread-local objects support the management of thread-local data. |
| 9 | If you have data that you want to be local to a thread, simply create |
Andrew M. Kuchling | 3fc2fde | 2004-07-15 12:17:26 +0000 | [diff] [blame] | 10 | a thread-local object and use its attributes: |
Jim Fulton | d15dc06 | 2004-07-14 19:11:50 +0000 | [diff] [blame] | 11 | |
| 12 | >>> mydata = local() |
| 13 | >>> mydata.number = 42 |
| 14 | >>> mydata.number |
| 15 | 42 |
| 16 | |
| 17 | You can also access the local-object's dictionary: |
| 18 | |
| 19 | >>> mydata.__dict__ |
| 20 | {'number': 42} |
| 21 | >>> mydata.__dict__.setdefault('widgets', []) |
| 22 | [] |
| 23 | >>> mydata.widgets |
| 24 | [] |
| 25 | |
| 26 | What's important about thread-local objects is that their data are |
| 27 | local to a thread. If we access the data in a different thread: |
| 28 | |
| 29 | >>> log = [] |
| 30 | >>> def f(): |
| 31 | ... items = mydata.__dict__.items() |
| 32 | ... items.sort() |
| 33 | ... log.append(items) |
| 34 | ... mydata.number = 11 |
| 35 | ... log.append(mydata.number) |
| 36 | |
| 37 | >>> import threading |
| 38 | >>> thread = threading.Thread(target=f) |
| 39 | >>> thread.start() |
| 40 | >>> thread.join() |
| 41 | >>> log |
| 42 | [[], 11] |
| 43 | |
| 44 | we get different data. Furthermore, changes made in the other thread |
| 45 | don't affect data seen in this thread: |
| 46 | |
| 47 | >>> mydata.number |
| 48 | 42 |
| 49 | |
| 50 | Of course, values you get from a local object, including a __dict__ |
| 51 | attribute, are for whatever thread was current at the time the |
| 52 | attribute was read. For that reason, you generally don't want to save |
| 53 | these values across threads, as they apply only to the thread they |
| 54 | came from. |
| 55 | |
| 56 | You can create custom local objects by subclassing the local class: |
| 57 | |
| 58 | >>> class MyLocal(local): |
| 59 | ... number = 2 |
| 60 | ... initialized = False |
| 61 | ... def __init__(self, **kw): |
| 62 | ... if self.initialized: |
| 63 | ... raise SystemError('__init__ called too many times') |
| 64 | ... self.initialized = True |
| 65 | ... self.__dict__.update(kw) |
| 66 | ... def squared(self): |
| 67 | ... return self.number ** 2 |
| 68 | |
| 69 | This can be useful to support default values, methods and |
| 70 | initialization. Note that if you define an __init__ method, it will be |
| 71 | called each time the local object is used in a separate thread. This |
| 72 | is necessary to initialize each thread's dictionary. |
| 73 | |
| 74 | Now if we create a local object: |
| 75 | |
| 76 | >>> mydata = MyLocal(color='red') |
| 77 | |
| 78 | Now we have a default number: |
| 79 | |
| 80 | >>> mydata.number |
| 81 | 2 |
| 82 | |
| 83 | an initial color: |
Tim Peters | 182b5ac | 2004-07-18 06:16:08 +0000 | [diff] [blame] | 84 | |
Jim Fulton | d15dc06 | 2004-07-14 19:11:50 +0000 | [diff] [blame] | 85 | >>> mydata.color |
| 86 | 'red' |
| 87 | >>> del mydata.color |
| 88 | |
| 89 | And a method that operates on the data: |
| 90 | |
| 91 | >>> mydata.squared() |
| 92 | 4 |
| 93 | |
| 94 | As before, we can access the data in a separate thread: |
| 95 | |
| 96 | >>> log = [] |
| 97 | >>> thread = threading.Thread(target=f) |
| 98 | >>> thread.start() |
| 99 | >>> thread.join() |
| 100 | >>> log |
| 101 | [[('color', 'red'), ('initialized', True)], 11] |
| 102 | |
Andrew M. Kuchling | 3fc2fde | 2004-07-15 12:17:26 +0000 | [diff] [blame] | 103 | without affecting this thread's data: |
Jim Fulton | d15dc06 | 2004-07-14 19:11:50 +0000 | [diff] [blame] | 104 | |
| 105 | >>> mydata.number |
| 106 | 2 |
| 107 | >>> mydata.color |
| 108 | Traceback (most recent call last): |
| 109 | ... |
| 110 | AttributeError: 'MyLocal' object has no attribute 'color' |
| 111 | |
| 112 | Note that subclasses can define slots, but they are not thread |
| 113 | local. They are shared across threads: |
| 114 | |
| 115 | >>> class MyLocal(local): |
| 116 | ... __slots__ = 'number' |
| 117 | |
| 118 | >>> mydata = MyLocal() |
| 119 | >>> mydata.number = 42 |
| 120 | >>> mydata.color = 'red' |
| 121 | |
| 122 | So, the separate thread: |
| 123 | |
| 124 | >>> thread = threading.Thread(target=f) |
| 125 | >>> thread.start() |
| 126 | >>> thread.join() |
| 127 | |
| 128 | affects what we see: |
| 129 | |
| 130 | >>> mydata.number |
| 131 | 11 |
| 132 | |
| 133 | >>> del mydata |
| 134 | """ |
| 135 | |
| 136 | # Threading import is at end |
| 137 | |
| 138 | class _localbase(object): |
| 139 | __slots__ = '_local__key', '_local__args', '_local__lock' |
| 140 | |
| 141 | def __new__(cls, *args, **kw): |
| 142 | self = object.__new__(cls) |
| 143 | key = '_local__key', 'thread.local.' + str(id(self)) |
| 144 | object.__setattr__(self, '_local__key', key) |
| 145 | object.__setattr__(self, '_local__args', (args, kw)) |
| 146 | object.__setattr__(self, '_local__lock', RLock()) |
| 147 | |
| 148 | if args or kw and (cls.__init__ is object.__init__): |
| 149 | raise TypeError("Initialization arguments are not supported") |
| 150 | |
| 151 | # We need to create the thread dict in anticipation of |
| 152 | # __init__ being called, to make sire we don't cal it |
| 153 | # again ourselves. |
| 154 | dict = object.__getattribute__(self, '__dict__') |
| 155 | currentThread().__dict__[key] = dict |
| 156 | |
| 157 | return self |
| 158 | |
| 159 | def _patch(self): |
| 160 | key = object.__getattribute__(self, '_local__key') |
| 161 | d = currentThread().__dict__.get(key) |
| 162 | if d is None: |
| 163 | d = {} |
| 164 | currentThread().__dict__[key] = d |
| 165 | object.__setattr__(self, '__dict__', d) |
| 166 | |
| 167 | # we have a new instance dict, so call out __init__ if we have |
| 168 | # one |
| 169 | cls = type(self) |
| 170 | if cls.__init__ is not object.__init__: |
| 171 | args, kw = object.__getattribute__(self, '_local__args') |
| 172 | cls.__init__(self, *args, **kw) |
| 173 | else: |
| 174 | object.__setattr__(self, '__dict__', d) |
| 175 | |
| 176 | class local(_localbase): |
| 177 | |
| 178 | def __getattribute__(self, name): |
| 179 | lock = object.__getattribute__(self, '_local__lock') |
| 180 | lock.acquire() |
| 181 | try: |
| 182 | _patch(self) |
| 183 | return object.__getattribute__(self, name) |
| 184 | finally: |
| 185 | lock.release() |
| 186 | |
| 187 | def __setattr__(self, name, value): |
| 188 | lock = object.__getattribute__(self, '_local__lock') |
| 189 | lock.acquire() |
| 190 | try: |
| 191 | _patch(self) |
| 192 | return object.__setattr__(self, name, value) |
| 193 | finally: |
| 194 | lock.release() |
| 195 | |
| 196 | def __delattr__(self, name): |
| 197 | lock = object.__getattribute__(self, '_local__lock') |
| 198 | lock.acquire() |
| 199 | try: |
| 200 | _patch(self) |
| 201 | return object.__delattr__(self, name) |
| 202 | finally: |
| 203 | lock.release() |
| 204 | |
| 205 | |
| 206 | def __del__(): |
| 207 | threading_enumerate = enumerate |
| 208 | __getattribute__ = object.__getattribute__ |
| 209 | |
| 210 | def __del__(self): |
| 211 | key = __getattribute__(self, '_local__key') |
| 212 | |
| 213 | try: |
| 214 | threads = list(threading_enumerate()) |
| 215 | except: |
| 216 | # if enumerate fails, as it seems to do during |
| 217 | # shutdown, we'll skip cleanup under the assumption |
| 218 | # that there is nothing to clean up |
Tim Peters | 182b5ac | 2004-07-18 06:16:08 +0000 | [diff] [blame] | 219 | return |
Jim Fulton | d15dc06 | 2004-07-14 19:11:50 +0000 | [diff] [blame] | 220 | |
| 221 | for thread in threads: |
| 222 | try: |
| 223 | __dict__ = thread.__dict__ |
| 224 | except AttributeError: |
| 225 | # Thread is dying, rest in peace |
| 226 | continue |
| 227 | |
| 228 | if key in __dict__: |
| 229 | try: |
| 230 | del __dict__[key] |
Tim Peters | 182b5ac | 2004-07-18 06:16:08 +0000 | [diff] [blame] | 231 | except KeyError: |
Andrew M. Kuchling | 3fc2fde | 2004-07-15 12:17:26 +0000 | [diff] [blame] | 232 | pass # didn't have anything in this thread |
Jim Fulton | d15dc06 | 2004-07-14 19:11:50 +0000 | [diff] [blame] | 233 | |
| 234 | return __del__ |
| 235 | __del__ = __del__() |
| 236 | |
| 237 | from threading import currentThread, enumerate, RLock |