| 1 | n/a | """Thread-local objects. |
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| 2 | n/a | |
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| 3 | n/a | (Note that this module provides a Python version of the threading.local |
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| 4 | n/a | class. Depending on the version of Python you're using, there may be a |
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| 5 | n/a | faster one available. You should always import the `local` class from |
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| 6 | n/a | `threading`.) |
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| 7 | n/a | |
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| 8 | n/a | Thread-local objects support the management of thread-local data. |
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| 9 | n/a | If you have data that you want to be local to a thread, simply create |
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| 10 | n/a | a thread-local object and use its attributes: |
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| 11 | n/a | |
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| 12 | n/a | >>> mydata = local() |
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| 13 | n/a | >>> mydata.number = 42 |
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| 14 | n/a | >>> mydata.number |
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| 15 | n/a | 42 |
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| 16 | n/a | |
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| 17 | n/a | You can also access the local-object's dictionary: |
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| 18 | n/a | |
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| 19 | n/a | >>> mydata.__dict__ |
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| 20 | n/a | {'number': 42} |
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| 21 | n/a | >>> mydata.__dict__.setdefault('widgets', []) |
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| 22 | n/a | [] |
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| 23 | n/a | >>> mydata.widgets |
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| 24 | n/a | [] |
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| 25 | n/a | |
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| 26 | n/a | What's important about thread-local objects is that their data are |
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| 27 | n/a | local to a thread. If we access the data in a different thread: |
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| 28 | n/a | |
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| 29 | n/a | >>> log = [] |
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| 30 | n/a | >>> def f(): |
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| 31 | n/a | ... items = sorted(mydata.__dict__.items()) |
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| 32 | n/a | ... log.append(items) |
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| 33 | n/a | ... mydata.number = 11 |
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| 34 | n/a | ... log.append(mydata.number) |
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| 35 | n/a | |
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| 36 | n/a | >>> import threading |
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| 37 | n/a | >>> thread = threading.Thread(target=f) |
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| 38 | n/a | >>> thread.start() |
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| 39 | n/a | >>> thread.join() |
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| 40 | n/a | >>> log |
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| 41 | n/a | [[], 11] |
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| 42 | n/a | |
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| 43 | n/a | we get different data. Furthermore, changes made in the other thread |
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| 44 | n/a | don't affect data seen in this thread: |
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| 45 | n/a | |
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| 46 | n/a | >>> mydata.number |
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| 47 | n/a | 42 |
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| 48 | n/a | |
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| 49 | n/a | Of course, values you get from a local object, including a __dict__ |
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| 50 | n/a | attribute, are for whatever thread was current at the time the |
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| 51 | n/a | attribute was read. For that reason, you generally don't want to save |
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| 52 | n/a | these values across threads, as they apply only to the thread they |
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| 53 | n/a | came from. |
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| 54 | n/a | |
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| 55 | n/a | You can create custom local objects by subclassing the local class: |
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| 56 | n/a | |
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| 57 | n/a | >>> class MyLocal(local): |
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| 58 | n/a | ... number = 2 |
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| 59 | n/a | ... initialized = False |
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| 60 | n/a | ... def __init__(self, **kw): |
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| 61 | n/a | ... if self.initialized: |
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| 62 | n/a | ... raise SystemError('__init__ called too many times') |
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| 63 | n/a | ... self.initialized = True |
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| 64 | n/a | ... self.__dict__.update(kw) |
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| 65 | n/a | ... def squared(self): |
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| 66 | n/a | ... return self.number ** 2 |
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| 67 | n/a | |
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| 68 | n/a | This can be useful to support default values, methods and |
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| 69 | n/a | initialization. Note that if you define an __init__ method, it will be |
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| 70 | n/a | called each time the local object is used in a separate thread. This |
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| 71 | n/a | is necessary to initialize each thread's dictionary. |
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| 72 | n/a | |
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| 73 | n/a | Now if we create a local object: |
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| 74 | n/a | |
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| 75 | n/a | >>> mydata = MyLocal(color='red') |
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| 76 | n/a | |
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| 77 | n/a | Now we have a default number: |
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| 78 | n/a | |
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| 79 | n/a | >>> mydata.number |
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| 80 | n/a | 2 |
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| 81 | n/a | |
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| 82 | n/a | an initial color: |
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| 83 | n/a | |
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| 84 | n/a | >>> mydata.color |
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| 85 | n/a | 'red' |
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| 86 | n/a | >>> del mydata.color |
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| 87 | n/a | |
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| 88 | n/a | And a method that operates on the data: |
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| 89 | n/a | |
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| 90 | n/a | >>> mydata.squared() |
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| 91 | n/a | 4 |
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| 92 | n/a | |
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| 93 | n/a | As before, we can access the data in a separate thread: |
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| 94 | n/a | |
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| 95 | n/a | >>> log = [] |
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| 96 | n/a | >>> thread = threading.Thread(target=f) |
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| 97 | n/a | >>> thread.start() |
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| 98 | n/a | >>> thread.join() |
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| 99 | n/a | >>> log |
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| 100 | n/a | [[('color', 'red'), ('initialized', True)], 11] |
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| 101 | n/a | |
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| 102 | n/a | without affecting this thread's data: |
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| 103 | n/a | |
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| 104 | n/a | >>> mydata.number |
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| 105 | n/a | 2 |
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| 106 | n/a | >>> mydata.color |
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| 107 | n/a | Traceback (most recent call last): |
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| 108 | n/a | ... |
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| 109 | n/a | AttributeError: 'MyLocal' object has no attribute 'color' |
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| 110 | n/a | |
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| 111 | n/a | Note that subclasses can define slots, but they are not thread |
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| 112 | n/a | local. They are shared across threads: |
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| 113 | n/a | |
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| 114 | n/a | >>> class MyLocal(local): |
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| 115 | n/a | ... __slots__ = 'number' |
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| 116 | n/a | |
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| 117 | n/a | >>> mydata = MyLocal() |
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| 118 | n/a | >>> mydata.number = 42 |
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| 119 | n/a | >>> mydata.color = 'red' |
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| 120 | n/a | |
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| 121 | n/a | So, the separate thread: |
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| 122 | n/a | |
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| 123 | n/a | >>> thread = threading.Thread(target=f) |
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| 124 | n/a | >>> thread.start() |
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| 125 | n/a | >>> thread.join() |
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| 126 | n/a | |
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| 127 | n/a | affects what we see: |
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| 128 | n/a | |
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| 129 | n/a | >>> mydata.number |
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| 130 | n/a | 11 |
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| 131 | n/a | |
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| 132 | n/a | >>> del mydata |
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| 133 | n/a | """ |
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| 134 | n/a | |
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| 135 | n/a | from weakref import ref |
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| 136 | n/a | from contextlib import contextmanager |
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| 137 | n/a | |
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| 138 | n/a | __all__ = ["local"] |
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| 139 | n/a | |
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| 140 | n/a | # We need to use objects from the threading module, but the threading |
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| 141 | n/a | # module may also want to use our `local` class, if support for locals |
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| 142 | n/a | # isn't compiled in to the `thread` module. This creates potential problems |
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| 143 | n/a | # with circular imports. For that reason, we don't import `threading` |
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| 144 | n/a | # until the bottom of this file (a hack sufficient to worm around the |
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| 145 | n/a | # potential problems). Note that all platforms on CPython do have support |
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| 146 | n/a | # for locals in the `thread` module, and there is no circular import problem |
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| 147 | n/a | # then, so problems introduced by fiddling the order of imports here won't |
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| 148 | n/a | # manifest. |
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| 149 | n/a | |
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| 150 | n/a | class _localimpl: |
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| 151 | n/a | """A class managing thread-local dicts""" |
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| 152 | n/a | __slots__ = 'key', 'dicts', 'localargs', 'locallock', '__weakref__' |
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| 153 | n/a | |
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| 154 | n/a | def __init__(self): |
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| 155 | n/a | # The key used in the Thread objects' attribute dicts. |
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| 156 | n/a | # We keep it a string for speed but make it unlikely to clash with |
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| 157 | n/a | # a "real" attribute. |
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| 158 | n/a | self.key = '_threading_local._localimpl.' + str(id(self)) |
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| 159 | n/a | # { id(Thread) -> (ref(Thread), thread-local dict) } |
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| 160 | n/a | self.dicts = {} |
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| 161 | n/a | |
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| 162 | n/a | def get_dict(self): |
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| 163 | n/a | """Return the dict for the current thread. Raises KeyError if none |
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| 164 | n/a | defined.""" |
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| 165 | n/a | thread = current_thread() |
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| 166 | n/a | return self.dicts[id(thread)][1] |
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| 167 | n/a | |
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| 168 | n/a | def create_dict(self): |
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| 169 | n/a | """Create a new dict for the current thread, and return it.""" |
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| 170 | n/a | localdict = {} |
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| 171 | n/a | key = self.key |
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| 172 | n/a | thread = current_thread() |
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| 173 | n/a | idt = id(thread) |
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| 174 | n/a | def local_deleted(_, key=key): |
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| 175 | n/a | # When the localimpl is deleted, remove the thread attribute. |
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| 176 | n/a | thread = wrthread() |
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| 177 | n/a | if thread is not None: |
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| 178 | n/a | del thread.__dict__[key] |
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| 179 | n/a | def thread_deleted(_, idt=idt): |
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| 180 | n/a | # When the thread is deleted, remove the local dict. |
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| 181 | n/a | # Note that this is suboptimal if the thread object gets |
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| 182 | n/a | # caught in a reference loop. We would like to be called |
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| 183 | n/a | # as soon as the OS-level thread ends instead. |
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| 184 | n/a | local = wrlocal() |
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| 185 | n/a | if local is not None: |
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| 186 | n/a | dct = local.dicts.pop(idt) |
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| 187 | n/a | wrlocal = ref(self, local_deleted) |
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| 188 | n/a | wrthread = ref(thread, thread_deleted) |
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| 189 | n/a | thread.__dict__[key] = wrlocal |
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| 190 | n/a | self.dicts[idt] = wrthread, localdict |
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| 191 | n/a | return localdict |
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| 192 | n/a | |
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| 193 | n/a | |
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| 194 | n/a | @contextmanager |
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| 195 | n/a | def _patch(self): |
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| 196 | n/a | impl = object.__getattribute__(self, '_local__impl') |
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| 197 | n/a | try: |
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| 198 | n/a | dct = impl.get_dict() |
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| 199 | n/a | except KeyError: |
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| 200 | n/a | dct = impl.create_dict() |
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| 201 | n/a | args, kw = impl.localargs |
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| 202 | n/a | self.__init__(*args, **kw) |
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| 203 | n/a | with impl.locallock: |
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| 204 | n/a | object.__setattr__(self, '__dict__', dct) |
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| 205 | n/a | yield |
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| 206 | n/a | |
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| 207 | n/a | |
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| 208 | n/a | class local: |
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| 209 | n/a | __slots__ = '_local__impl', '__dict__' |
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| 210 | n/a | |
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| 211 | n/a | def __new__(cls, *args, **kw): |
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| 212 | n/a | if (args or kw) and (cls.__init__ is object.__init__): |
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| 213 | n/a | raise TypeError("Initialization arguments are not supported") |
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| 214 | n/a | self = object.__new__(cls) |
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| 215 | n/a | impl = _localimpl() |
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| 216 | n/a | impl.localargs = (args, kw) |
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| 217 | n/a | impl.locallock = RLock() |
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| 218 | n/a | object.__setattr__(self, '_local__impl', impl) |
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| 219 | n/a | # We need to create the thread dict in anticipation of |
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| 220 | n/a | # __init__ being called, to make sure we don't call it |
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| 221 | n/a | # again ourselves. |
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| 222 | n/a | impl.create_dict() |
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| 223 | n/a | return self |
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| 224 | n/a | |
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| 225 | n/a | def __getattribute__(self, name): |
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| 226 | n/a | with _patch(self): |
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| 227 | n/a | return object.__getattribute__(self, name) |
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| 228 | n/a | |
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| 229 | n/a | def __setattr__(self, name, value): |
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| 230 | n/a | if name == '__dict__': |
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| 231 | n/a | raise AttributeError( |
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| 232 | n/a | "%r object attribute '__dict__' is read-only" |
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| 233 | n/a | % self.__class__.__name__) |
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| 234 | n/a | with _patch(self): |
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| 235 | n/a | return object.__setattr__(self, name, value) |
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| 236 | n/a | |
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| 237 | n/a | def __delattr__(self, name): |
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| 238 | n/a | if name == '__dict__': |
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| 239 | n/a | raise AttributeError( |
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| 240 | n/a | "%r object attribute '__dict__' is read-only" |
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| 241 | n/a | % self.__class__.__name__) |
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| 242 | n/a | with _patch(self): |
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| 243 | n/a | return object.__delattr__(self, name) |
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| 244 | n/a | |
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| 245 | n/a | |
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| 246 | n/a | from threading import current_thread, RLock |
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