Issue43228
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Created on 2021-02-15 13:43 by vstinner, last changed 2022-04-11 14:59 by admin. This issue is now closed.
Files | ||||
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File name | Uploaded | Description | Edit | |
cloudpickle_bug.py | vstinner, 2021-02-15 13:43 | |||
func_builtins.py | vstinner, 2021-02-15 17:36 | |||
func_builtins2.py | vstinner, 2021-02-17 17:46 |
Messages (18) | |||
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msg387011 - (view) | Author: STINNER Victor (vstinner) * | Date: 2021-02-15 13:43 | |
The bpo-42990 introduced a regression with the following commit: commit d6c33fbd346765c6a8654dccacb2338006bf2b47 Author: Mark Shannon <mark@hotpy.org> Date: Fri Jan 29 13:24:55 2021 +0000 bpo-42990: Introduce 'frame constructor' struct to simplify API for PyEval_CodeEval and friends (GH-24298) * Introduce 'frame constructor' to simplify API for frame creation * Embed struct using a macro to conform to PEP 7 The commit adds a new PyFunctionObject.func_builtins member which is not constructed properly in the following code. The reproduce the issue, use attached cloudpickle_bug.py reproducer: ./python -m venv env ./env/bin/python -m pip install cloudpickle ./env/bin/python cloudpickle_bug.py Current output: --- 3 Traceback (most recent call last): File "/home/vstinner/python/master/cloudpickle_bug.py", line 10, in <module> print(func2(text)) File "/home/vstinner/python/master/cloudpickle_bug.py", line -1, in func NameError: name 'len' is not defined --- Output before this commit: --- 3 3 --- pickle.loads() calls PyFunction_NewWithQualName() with globals={'__package__': None, '__name__': '__main__', '__file__': '/home/vstinner/python/master/cloudpickle_bug.py'}. In that case, _PyEval_BuiltinsFromGlobals() creates the {'None': None} builtin dictionary and stores it in PyFunctionObject.func_builtins. => func2 builtins is {'None': None} Before the commit, calling func2() got the builtins dictionary from frame_get_builtins(PyFrameObject *back, PyObject *globals). Now it's get from the PyFunctionObject.func_builtins member which is not initialized properly. If you want to see where PyFunction_NewWithQualName() is called, you can put a break point in _PyEval_BuiltinsFromGlobals(), at the code path creating the {'None': None} dictionary. vstinner@apu$ gdb -args ./env/bin/python -i cloudpickle_bug.py (...) (gdb) b frameobject.c:1190 Breakpoint 1 at 0x6543fa: file Objects/frameobject.c, line 1190. (gdb) run (...) 3 Breakpoint 1, _PyEval_BuiltinsFromGlobals (globals={'__package__': None, '__name__': '__main__', '__file__': '/home/vstinner/python/master/cloudpickle_bug.py'}) at Objects/frameobject.c:1190 1190 builtins = PyDict_New(); (gdb) where #0 _PyEval_BuiltinsFromGlobals (globals={'__package__': None, '__name__': '__main__', '__file__': '/home/vstinner/python/master/cloudpickle_bug.py'}) at Objects/frameobject.c:1190 #1 0x0000000000444191 in PyFunction_NewWithQualName (code=<code at remote 0x7fffea3db2b0>, globals={'__package__': None, '__name__': '__main__', '__file__': '/home/vstinner/python/master/cloudpickle_bug.py'}, qualname=0x0) at Objects/funcobject.c:47 #2 0x0000000000444314 in PyFunction_New (code=<code at remote 0x7fffea3db2b0>, globals={'__package__': None, '__name__': '__main__', '__file__': '/home/vstinner/python/master/cloudpickle_bug.py'}) at Objects/funcobject.c:87 #3 0x0000000000445707 in func_new_impl (type=0x850300 <PyFunction_Type>, code=0x7fffea3db2b0, globals={'__package__': None, '__name__': '__main__', '__file__': '/home/vstinner/python/master/cloudpickle_bug.py'}, name=None, defaults=None, closure=None) at Objects/funcobject.c:576 #4 0x000000000044542b in func_new (type=0x850300 <PyFunction_Type>, args=(<code at remote 0x7fffea3db2b0>, {'__package__': None, '__name__': '__main__', '__file__': '/home/vstinner/python/master/cloudpickle_bug.py'}, None, None, None), kwargs=0x0) at Objects/clinic/funcobject.c.h:73 #5 0x0000000000490f4a in type_call (type=0x850300 <PyFunction_Type>, args=(<code at remote 0x7fffea3db2b0>, {'__package__': None, '__name__': '__main__', '__file__': '/home/vstinner/python/master/cloudpickle_bug.py'}, None, None, None), kwds=0x0) at Objects/typeobject.c:1039 #6 0x0000000000431332 in _PyObject_Call (tstate=0x8a0030, callable=<type at remote 0x850300>, args=(<code at remote 0x7fffea3db2b0>, {'__package__': None, '__name__': '__main__', '__file__': '/home/vstinner/python/master/cloudpickle_bug.py'}, None, None, None), kwargs=0x0) at Objects/call.c:305 #7 0x00000000004316ab in PyObject_CallObject (callable=<type at remote 0x850300>, args=(<code at remote 0x7fffea3db2b0>, {'__package__': None, '__name__': '__main__', '__file__': '/home/vstinner/python/master/cloudpickle_bug.py'}, None, None, None)) at Objects/call.c:399 #8 0x00007fffea4fdcc8 in load_reduce (self=0x7fffea5c8b90) at /home/vstinner/python/master/Modules/_pickle.c:6785 #9 0x00007fffea4fe743 in load (self=0x7fffea5c8b90) at /home/vstinner/python/master/Modules/_pickle.c:6933 #10 0x00007fffea50015a in _pickle_loads_impl (module=<module at remote 0x7fffea378d10>, data=b'\x80\x05\x95\xdf\x01\x00\x00\x00\x00\x00\x00\x8c\x17cloudpickle.cloudpickle\x94\x8c\r_builtin_type\x94\x93\x94\x8c\nLambdaType\x94\x85\x94R\x94(h\x02\x8c\x08CodeType\x94\x85\x94R\x94(K\x01K\x00K\x00K\x01K\x02KCC\x08t\x00|\x00\x83\x01S\x00\x94N\x85\x94\x8c\x03len\x94\x85\x94\x8c\x01s\x94\x85\x94\x8c//home/vstinner/python/master/cloudpickle_bug.py\x94\x8c\x04func\x94K\x04C\x02\x00\x01\x94))t\x94R\x94}\x94(\x8c\x0b__package__\x94N\x8c\x08__name__\x94\x8c\x08__main__\x94\x8c\x08__file__\x94h\x0fuNNNt\x94R\x94\x8c\x1ccloudpickle.cloudpickle_fast\x94\x8c\x12_function_setstate\x94\x93\x94h\x1a}\x94}\x94(h\x16h\x10\x8c\x0c__qualname__\x94h\x10\x8c\x0f__annotations__\x94}\x94\x8c\x0e__kwdefaults__\x94N\x8c\x0c__defaults__\x94N\x8c\n__module__\x94h\x17\x8c\x07__doc__\x94N\x8c\x0b__closure__\x94N\x8c\x17_cloudpickle_submodules\x94]\x94\x8c\x0b__globals__\x94}\x94u\x86\x94\x86R0.', fix_imports=1, encoding=0x7fffea502473 "ASCII", errors=0x7fffea502479 "strict", buffers=0x0) (...) (gdb) py-bt Traceback (most recent call first): <built-in method loads of module object at remote 0x7fffea378d10> File "/home/vstinner/python/master/cloudpickle_bug.py", line 9, in <module> func2 = pickle.loads(cloudpickle.dumps(func)) |
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msg387012 - (view) | Author: STINNER Victor (vstinner) * | Date: 2021-02-15 13:43 | |
cloudpickle issue: https://github.com/cloudpipe/cloudpickle/issues/410 |
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msg387013 - (view) | Author: STINNER Victor (vstinner) * | Date: 2021-02-15 13:51 | |
I created a new "3.10regression" for this issue ;-) |
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msg387014 - (view) | Author: STINNER Victor (vstinner) * | Date: 2021-02-15 14:00 | |
Pablo asked me to put the priority to release blocker. |
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msg387018 - (view) | Author: Mark Shannon (Mark.Shannon) * | Date: 2021-02-15 15:37 | |
Do you have a reproducer that does not use cloudpickle? Pickling functions seems to work correctly. >>> import pickle >>> def func(): ... return len([]) ... >>> func2 = pickle.loads(pickle.dumps(func)) >>> >>> func2() 0 How is cloudpickle supposed to work? It looks like the globals dict passed to FunctionType(...) lacks a __builtins__. |
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msg387028 - (view) | Author: STINNER Victor (vstinner) * | Date: 2021-02-15 17:01 | |
> It looks like the globals dict passed to FunctionType(...) lacks a __builtins__. Right. But it worked in Python 3.9 :-) |
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msg387030 - (view) | Author: STINNER Victor (vstinner) * | Date: 2021-02-15 17:23 | |
> How is cloudpickle supposed to work? It creates a CodeType object and then create a function with this code object. It serializes the bytecode. pickle is not affected since it doesn't create function objects, but retrieve them from imported modules. |
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msg387032 - (view) | Author: STINNER Victor (vstinner) * | Date: 2021-02-15 17:36 | |
func_builtins.py: reproducer which has no import. func2 builtins is {'None': None} on Python 3.10. Oh. This script also fails on Python 3.9. I'm not sure why cloudpickle_bug.py works on Python 3.9. |
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msg387035 - (view) | Author: Mark Shannon (Mark.Shannon) * | Date: 2021-02-15 18:02 | |
You need to define __builtins__ in the globals dictionary. def func(s): return len(s) text = "abc" print(func(text)) FuncType = type(func) func_globals = {"__builtins__":__builtins__.__dict__} code = func.__code__ func2 = FuncType(code, func_globals) print(func2(text)) works for both 3.9 and 3.10. Cloudpickle needs to initialize the globals dict *before* creating the function. |
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msg387091 - (view) | Author: Lumír Balhar (frenzy) * | Date: 2021-02-16 07:39 | |
I'm not an expert nor an author but this might help: Cloudpickle offers extended possibilities for pickling but uses the standard pickle module for unpickling: >>> import pickle, cloudpickle >>> cloudpickle.load is pickle.load True >>> cloudpickle.loads is pickle.loads True So, the question here is why the new Python version cannot handle cloudpickle output anymore. >>> def f(): ... return len("aaaa") ... >>> pickle.dumps(f) b'\x80\x04\x95\x12\x00\x00\x00\x00\x00\x00\x00\x8c\x08__main__\x94\x8c\x01f\x94\x93\x94.' >>> cloudpickle.dumps(f) b'\x80\x05\x95\xa9\x01\x00\x00\x00\x00\x00\x00\x8c\x17cloudpickle.cloudpickle\x94\x8c\r_builtin_type\x94\x93\x94\x8c\nLambdaType\x94\x85\x94R\x94(h\x02\x8c\x08CodeType\x94\x85\x94R\x94(K\x00K\x00K\x00K\x00K\x02KCC\x08t\x00d\x01\x83\x01S\x00\x94N\x8c\x04aaaa\x94\x86\x94\x8c\x03len\x94\x85\x94)\x8c\x07<stdin>\x94\x8c\x01f\x94K\x01C\x02\x00\x01\x94))t\x94R\x94}\x94(\x8c\x0b__package__\x94N\x8c\x08__name__\x94\x8c\x08__main__\x94uNNNt\x94R\x94\x8c\x1ccloudpickle.cloudpickle_fast\x94\x8c\x12_function_setstate\x94\x93\x94h\x18}\x94}\x94(h\x15h\x0f\x8c\x0c__qualname__\x94h\x0f\x8c\x0f__annotations__\x94}\x94\x8c\x0e__kwdefaults__\x94N\x8c\x0c__defaults__\x94N\x8c\n__module__\x94h\x16\x8c\x07__doc__\x94N\x8c\x0b__closure__\x94N\x8c\x17_cloudpickle_submodules\x94]\x94\x8c\x0b__globals__\x94}\x94u\x86\x94\x86R0.' It seems to me that cloudpickle adds also __globals__ to the final output and pickle is no longer able to restore it. |
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msg387171 - (view) | Author: STINNER Victor (vstinner) * | Date: 2021-02-17 17:42 | |
In short, cloudpickle recreates a function in two steps: * Create a function object: globals doesn't contain "__builtins__" key * Update the function attributes (especially __globals__) with cloudpickle.cloudpicke_fast._function_setstate() which always sets "__builtins__" in the function __globals__ dictionary. def _function_setstate(obj, state): ... state, slotstate = state ... obj_globals = slotstate.pop("__globals__") ... obj.__globals__.update(obj_globals) obj.__globals__["__builtins__"] = __builtins__ ... The internal PyFunctionObject.func_builtins can only by set when a function is created, it cannot be updated later. Why not exposing it in funcobject.c (func_memberlist) as we do for closure, doc, globals and module? So cloudpickle can hack it for its usage. Documentation of these function attributes: https://docs.python.org/dev/library/inspect.html#types-and-members In Python 3.9, _PyFrame_New_NoTrack() starts by looking at builtins in the parent frame ("back"): use builtins of the parent frame if the parent frame uses exactly the same dictionary of globals. Then it looks for "__builtins__" keys in the globals dictionary. In the current Python 3.10, the builtins are retrieved from the internal PyFunctionObject.func_builtins member. Here is the raw pickle bytecode created by cloudpickle: $ ./python -m pickletools bug.pickle 0: \x80 PROTO 5 2: \x95 FRAME 479 11: \x8c SHORT_BINUNICODE 'cloudpickle.cloudpickle' 36: \x94 MEMOIZE (as 0) 37: \x8c SHORT_BINUNICODE '_builtin_type' 52: \x94 MEMOIZE (as 1) 53: \x93 STACK_GLOBAL 54: \x94 MEMOIZE (as 2) 55: \x8c SHORT_BINUNICODE 'LambdaType' 67: \x94 MEMOIZE (as 3) 68: \x85 TUPLE1 69: \x94 MEMOIZE (as 4) 70: R REDUCE 71: \x94 MEMOIZE (as 5) 72: ( MARK 73: h BINGET 2 75: \x8c SHORT_BINUNICODE 'CodeType' 85: \x94 MEMOIZE (as 6) 86: \x85 TUPLE1 87: \x94 MEMOIZE (as 7) 88: R REDUCE 89: \x94 MEMOIZE (as 8) 90: ( MARK 91: K BININT1 1 93: K BININT1 0 95: K BININT1 0 97: K BININT1 1 99: K BININT1 2 101: K BININT1 67 103: C SHORT_BINBYTES b't\x00|\x00\x83\x01S\x00' 113: \x94 MEMOIZE (as 9) 114: N NONE 115: \x85 TUPLE1 116: \x94 MEMOIZE (as 10) 117: \x8c SHORT_BINUNICODE 'len' 122: \x94 MEMOIZE (as 11) 123: \x85 TUPLE1 124: \x94 MEMOIZE (as 12) 125: \x8c SHORT_BINUNICODE 's' 128: \x94 MEMOIZE (as 13) 129: \x85 TUPLE1 130: \x94 MEMOIZE (as 14) 131: \x8c SHORT_BINUNICODE '/home/vstinner/python/master/cloudpickle_bug.py' 180: \x94 MEMOIZE (as 15) 181: \x8c SHORT_BINUNICODE 'func' 187: \x94 MEMOIZE (as 16) 188: K BININT1 4 190: C SHORT_BINBYTES b'\x00\x01' 194: \x94 MEMOIZE (as 17) 195: ) EMPTY_TUPLE 196: ) EMPTY_TUPLE 197: t TUPLE (MARK at 90) 198: \x94 MEMOIZE (as 18) 199: R REDUCE 200: \x94 MEMOIZE (as 19) 201: } EMPTY_DICT 202: \x94 MEMOIZE (as 20) 203: ( MARK 204: \x8c SHORT_BINUNICODE '__package__' 217: \x94 MEMOIZE (as 21) 218: N NONE 219: \x8c SHORT_BINUNICODE '__name__' 229: \x94 MEMOIZE (as 22) 230: \x8c SHORT_BINUNICODE '__main__' 240: \x94 MEMOIZE (as 23) 241: \x8c SHORT_BINUNICODE '__file__' 251: \x94 MEMOIZE (as 24) 252: h BINGET 15 254: u SETITEMS (MARK at 203) 255: N NONE 256: N NONE 257: N NONE 258: t TUPLE (MARK at 72) 259: \x94 MEMOIZE (as 25) 260: R REDUCE 261: \x94 MEMOIZE (as 26) 262: \x8c SHORT_BINUNICODE 'cloudpickle.cloudpickle_fast' 292: \x94 MEMOIZE (as 27) 293: \x8c SHORT_BINUNICODE '_function_setstate' 313: \x94 MEMOIZE (as 28) 314: \x93 STACK_GLOBAL 315: \x94 MEMOIZE (as 29) 316: h BINGET 26 318: } EMPTY_DICT 319: \x94 MEMOIZE (as 30) 320: } EMPTY_DICT 321: \x94 MEMOIZE (as 31) 322: ( MARK 323: h BINGET 22 325: h BINGET 16 327: \x8c SHORT_BINUNICODE '__qualname__' 341: \x94 MEMOIZE (as 32) 342: h BINGET 16 344: \x8c SHORT_BINUNICODE '__annotations__' 361: \x94 MEMOIZE (as 33) 362: } EMPTY_DICT 363: \x94 MEMOIZE (as 34) 364: \x8c SHORT_BINUNICODE '__kwdefaults__' 380: \x94 MEMOIZE (as 35) 381: N NONE 382: \x8c SHORT_BINUNICODE '__defaults__' 396: \x94 MEMOIZE (as 36) 397: N NONE 398: \x8c SHORT_BINUNICODE '__module__' 410: \x94 MEMOIZE (as 37) 411: h BINGET 23 413: \x8c SHORT_BINUNICODE '__doc__' 422: \x94 MEMOIZE (as 38) 423: N NONE 424: \x8c SHORT_BINUNICODE '__closure__' 437: \x94 MEMOIZE (as 39) 438: N NONE 439: \x8c SHORT_BINUNICODE '_cloudpickle_submodules' 464: \x94 MEMOIZE (as 40) 465: ] EMPTY_LIST 466: \x94 MEMOIZE (as 41) 467: \x8c SHORT_BINUNICODE '__globals__' 480: \x94 MEMOIZE (as 42) 481: } EMPTY_DICT 482: \x94 MEMOIZE (as 43) 483: u SETITEMS (MARK at 322) 484: \x86 TUPLE2 485: \x94 MEMOIZE (as 44) 486: \x86 TUPLE2 487: R REDUCE 488: 0 POP 489: . STOP highest protocol among opcodes = 4 |
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msg387173 - (view) | Author: STINNER Victor (vstinner) * | Date: 2021-02-17 17:46 | |
Attached func_builtins2.py mimicks the cloudpicke bug: --- def func(s): return len(s) code = func.__code__ FuncType = type(func) func2_globals = {} func2 = FuncType(code, func2_globals) # func2.func_builtins = {'None': None} func2.__globals__['__builtins__'] = __builtins__ # frame created with {'None': None} builtins: "len" key is missing func2("abc") --- In Python 3.10, setting func2.__globals__['__builtins__'] has no longer an impact on the frame created to call func2(). |
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msg387174 - (view) | Author: STINNER Victor (vstinner) * | Date: 2021-02-17 17:47 | |
I wrote _testinernalcapi.get_builtins() function to help me debuging this issue: diff --git a/Modules/_testinternalcapi.c b/Modules/_testinternalcapi.c index ab6c5965d1..250ecc61ab 100644 --- a/Modules/_testinternalcapi.c +++ b/Modules/_testinternalcapi.c @@ -279,6 +279,14 @@ test_atomic_funcs(PyObject *self, PyObject *Py_UNUSED(args)) } +static PyObject* +get_builtins(PyObject *self, PyObject *obj) +{ + PyFunctionObject *func = (PyFunctionObject *)obj; + return Py_NewRef(func->func_builtins); +} + + static PyMethodDef TestMethods[] = { {"get_configs", get_configs, METH_NOARGS}, {"get_recursion_depth", get_recursion_depth, METH_NOARGS}, @@ -289,6 +297,7 @@ static PyMethodDef TestMethods[] = { {"get_config", test_get_config, METH_NOARGS}, {"set_config", test_set_config, METH_O}, {"test_atomic_funcs", test_atomic_funcs, METH_NOARGS}, + {"get_builtins", get_builtins, METH_O}, {NULL, NULL} /* sentinel */ }; |
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msg387175 - (view) | Author: STINNER Victor (vstinner) * | Date: 2021-02-17 18:05 | |
I wrote PR 24559 to expose the functions builtins in Python as a new __builtins__ attributes on functions, but also to document the subtle behavior change. |
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msg387210 - (view) | Author: Mark Shannon (Mark.Shannon) * | Date: 2021-02-18 10:54 | |
I don't think PR 24559 will be sufficient to fix this. Pickled functions need to share the builtins dict, not just have a copy of it. Adding a "builtins" parameter to types.FunctionType() should be be enough. So: function(code, globals, name=None, argdefs=None, closure=None) would become: function(code, globals, name=None, argdefs=None, closure=None, builtins=None) The change to cloudpickle is a bit complex as the pickle code would need to change the arguments to types.FunctionType() from (code, globals, name, argdefs) to (code, globals, name, argdefs, None, __builtins__.__dict__) but __builtins__.__dict__ cannot be pickled. So cloudpickle will need to emit pickle bytecode to create the tuple, using the unpickler's __builtins__.__dict__. |
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msg387222 - (view) | Author: STINNER Victor (vstinner) * | Date: 2021-02-18 11:32 | |
> but __builtins__.__dict__ cannot be pickled. I don't see why cloudpickle calls LambdaType() directly. It could use a helper in their cloudpickle.cloudpickle_fast which calls LambdaType() with the proper arguments, especially to get __builtins__. I don't think that cloudpickle should serialize __builtins__! By the way, I'm not sure why the function constructor builds {'None': None} namespace for builtins rather than inheriting the current builtins namespace. IMO it's unconvenient. If someone wants to override __builtins__, setting __builtins__ key in the globals namespace should be enough. > Adding a "builtins" parameter to types.FunctionType() should be be enough. Oh right, we should give the ability to control this important parameter! |
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msg387232 - (view) | Author: STINNER Victor (vstinner) * | Date: 2021-02-18 14:22 | |
I proposed PR 24564: "bpo-42990: Functions inherit current builtins" which should also to fix cloudpickle. |
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msg388968 - (view) | Author: STINNER Victor (vstinner) * | Date: 2021-03-17 20:58 | |
Issue fixed in bpo-42990. |
History | |||
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Date | User | Action | Args |
2022-04-11 14:59:41 | admin | set | github: 87394 |
2021-03-17 20:58:07 | vstinner | set | status: open -> closed priority: release blocker -> messages: + msg388968 resolution: fixed stage: resolved |
2021-02-20 06:38:42 | corona10 | set | nosy:
+ corona10 |
2021-02-18 14:22:59 | vstinner | set | messages: + msg387232 |
2021-02-18 11:32:58 | vstinner | set | messages: + msg387222 |
2021-02-18 10:54:50 | Mark.Shannon | set | messages: + msg387210 |
2021-02-17 18:05:18 | vstinner | set | messages: + msg387175 |
2021-02-17 17:47:07 | vstinner | set | messages: + msg387174 |
2021-02-17 17:46:14 | vstinner | set | files:
+ func_builtins2.py messages: + msg387173 |
2021-02-17 17:42:20 | vstinner | set | messages: + msg387171 |
2021-02-16 07:39:33 | frenzy | set | messages: + msg387091 |
2021-02-15 18:02:19 | Mark.Shannon | set | messages: + msg387035 |
2021-02-15 17:36:02 | vstinner | set | files:
+ func_builtins.py messages: + msg387032 |
2021-02-15 17:23:14 | vstinner | set | messages: + msg387030 |
2021-02-15 17:01:57 | vstinner | set | messages: + msg387028 |
2021-02-15 15:37:55 | Mark.Shannon | set | messages: + msg387018 |
2021-02-15 14:00:36 | vstinner | set | priority: normal -> release blocker messages: + msg387014 |
2021-02-15 13:52:19 | vstinner | set | nosy:
+ pablogsal |
2021-02-15 13:51:04 | vstinner | set | keywords:
+ 3.10regression messages: + msg387013 |
2021-02-15 13:44:36 | frenzy | set | nosy:
+ frenzy |
2021-02-15 13:43:43 | vstinner | set | messages: + msg387012 |
2021-02-15 13:43:15 | vstinner | create |