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433 Commits

Author SHA1 Message Date
Maggie Moss
c7eee49525 Fix pyrefly ignores 1/n (#166239) 
First diff adjusting the syntax for pyrefly: ignore suppressions so they only hide one class of type error.

Test:
lintrunner
pyrefly check

Pull Request resolved: https://github.com/pytorch/pytorch/pull/166239
Approved by: https://github.com/oulgen
 2025-10-26 00:44:10 +00:00
Yuanyuan Chen
9d0b77f4cd [10/N] Apply ruff UP035 rule (#165709) 
This is a follow-up of #165515. ruff `UP035` rules are applied to  dynamo code to use Py 3.10+ typing.

Pull Request resolved: https://github.com/pytorch/pytorch/pull/165709
Approved by: https://github.com/ezyang
 2025-10-25 00:20:13 +00:00
can-gaa-hou
a479769488 [dynamo] Clean up assert in dynamo [2/N] (#165745) 
Extend from #165430
* #165903(Clean up for graph break)
* ->#165745
* #165430

One main refractor from the previous PR:
* For assertions like checking `len(args)` or `len(kwargs)`, using `raise_args_mismatch` instead of `raise_type_error_exc`

I am also considering moving `raise_type_error_exc` into `utils.py` for consistency.

Pull Request resolved: https://github.com/pytorch/pytorch/pull/165745
Approved by: https://github.com/Lucaskabela
 2025-10-22 07:12:37 +00:00
Animesh Jain
60992d98b2 [dynamo][remaining] Replace UserFunctionVariable with VariableTracker build (#165896) 
Audit: To prevent future issues with functools.partial or callable objects.

Pull Request resolved: https://github.com/pytorch/pytorch/pull/165896
Approved by: https://github.com/Lucaskabela
 2025-10-22 02:13:00 +00:00
can-gaa-hou
a88587348b [dynamo] Clean up assert in dynamo [1/N] (#165430) 
Fixes some part of #162852 and #164878. These two issues have some relationship though.

* __->__ #165430

Pull Request resolved: https://github.com/pytorch/pytorch/pull/165430
Approved by: https://github.com/Lucaskabela, https://github.com/williamwen42

Co-authored-by: Lucas Kabela <lucasakabela@gmail.com>
 2025-10-19 21:00:05 +00:00
Yuanyuan Chen
3255e7872b Enable all flake8-logging-format rules (#164655) 
These rules are enabled by removing existing suppressions.

Pull Request resolved: https://github.com/pytorch/pytorch/pull/164655
Approved by: https://github.com/janeyx99, https://github.com/mlazos
 2025-10-19 00:59:28 +00:00
Yuanyuan Chen
e595136187 Enable PLC1802 on ruff (#165813) 
This PR enables ruff check `PLC1802`, which detects len calls on sequences in a boolean test context.

Pull Request resolved: https://github.com/pytorch/pytorch/pull/165813
Approved by: https://github.com/ezyang
 2025-10-18 05:44:14 +00:00
Michael Lazos
f15c25d5c3 [user-streams] Move stream code to streams module (#163027) 
Pull Request resolved: https://github.com/pytorch/pytorch/pull/163027
Approved by: https://github.com/StrongerXi, https://github.com/anijain2305
 2025-10-14 05:43:19 +00:00
Guilherme Leobas
4e420415e8 Avoids calling builtin iter if object is a generator (#162521) 
The `iter(gen)` call will return the given `gen` object. So, we just avoid this call and shaves off a few ms of tracing time

Pull Request resolved: https://github.com/pytorch/pytorch/pull/162521
Approved by: https://github.com/mlazos
 2025-10-13 17:07:54 +00:00
Yuanyuan Chen
fb64da0791 [2/N] Use "is" in python type comparison (#165142) 
This is follow-up of #165037. It generally recommended to use `is/is not` to compare types. Therefore this series of changes apply this suggestion in the code base, and it aims to finally enabling related linter checks.

Pull Request resolved: https://github.com/pytorch/pytorch/pull/165142
Approved by: https://github.com/albanD
 2025-10-10 15:36:44 +00:00
Maggie Moss
c855f8632e Pyrefly suppressions 7/n (#164913) 
Adds suppressions to pyrefly will typecheck clean: https://github.com/pytorch/pytorch/issues/163283

Almost there!

Test plan:
dmypy restart && python3 scripts/lintrunner.py -a
pyrefly check

step 1: delete lines in the pyrefly.toml file from the project-excludes field
step 2: run pyrefly check
step 3: add suppressions, clean up unused suppressions
before: https://gist.github.com/maggiemoss/4b3bf2037014e116bc00706a16aef199

after:
 INFO 0 errors (6,884 ignored)

Pull Request resolved: https://github.com/pytorch/pytorch/pull/164913
Approved by: https://github.com/oulgen
 2025-10-08 07:27:17 +00:00
Rob Timpe
2b1236de61 [dynamo] Fix handling of kwargs in exception constructor (#163390) 
Pull Request resolved: https://github.com/pytorch/pytorch/pull/163390
Approved by: https://github.com/guilhermeleobas
 2025-09-24 22:44:14 +00:00
FFFrog
a635505a99 [Code Clean] Remove deadcodes about Python3.9 [6/N] (#163645) 
As the title stated.
Pull Request resolved: https://github.com/pytorch/pytorch/pull/163645
Approved by: https://github.com/albanD
ghstack dependencies: #163626, #163627, #163629, #163643, #163644
 2025-09-24 07:30:50 +00:00
Guilherme Leobas
c8255c67cd redirect iter(range) to range.__iter__() (#161803) 
Pull Request resolved: https://github.com/pytorch/pytorch/pull/161803
Approved by: https://github.com/anijain2305
ghstack dependencies: #161801, #161802
 2025-09-04 02:33:03 +00:00
Guilherme Leobas
e3718c4855 [dict] Implement dict.__ior__ and fix return type in dict.__or__ (#155072) 
Pull Request resolved: https://github.com/pytorch/pytorch/pull/155072
Approved by: https://github.com/anijain2305
ghstack dependencies: #160156
 2025-08-27 15:46:40 +00:00
Animesh Jain
3d406429b0 [dynamo][vllm] Support typing.get_type_hints (#161362) 
Pull Request resolved: https://github.com/pytorch/pytorch/pull/161362
Approved by: https://github.com/Skylion007, https://github.com/StrongerXi, https://github.com/jansel
 2025-08-27 09:55:31 +00:00
Rob Timpe
4c36c8a994 [dynamo] Support method calls on complex ConstantVariables (#161122) 
Pull Request resolved: https://github.com/pytorch/pytorch/pull/161122
Approved by: https://github.com/mlazos, https://github.com/guilhermeleobas
 2025-08-22 21:40:03 +00:00
Rob Timpe
35e4d97e04 [dynamo] Support builtin complex with constant args (#160799) 
Pull Request resolved: https://github.com/pytorch/pytorch/pull/160799
Approved by: https://github.com/guilhermeleobas, https://github.com/mlazos
 2025-08-19 20:38:54 +00:00
Guilherme Leobas
c6333f7dae Fixes for collections.NamedTuple (#159367) 
Pull Request resolved: https://github.com/pytorch/pytorch/pull/159367
Approved by: https://github.com/mlazos
ghstack dependencies: #159365, #159366, #159368, #159483, #159902, #159864, #159865
 2025-08-18 17:32:59 +00:00
Guilherme Leobas
74871d4d46 [collections.abc] Ensure that binop calls works with UserDefinedObjects (#159865) 
Changes:
(1) Replace UserDefinedSetVariable by UserDefinedObjectVariable in all binop calls

Test plan:
(1) The three tests from CPython `test_collections.py` ensures that Dynamo can trace through a dunder method (e.g. __add__, __ixor__, etc) defined in a user defined class

Pull Request resolved: https://github.com/pytorch/pytorch/pull/159865
Approved by: https://github.com/mlazos
ghstack dependencies: #159365, #159366, #159368, #159483, #159902, #159864
 2025-08-16 20:44:40 +00:00
Guilherme Leobas
f019da2979 Implement list(UserDefinedObject) via force_unpack_var_sequence (#159864) 
Pull Request resolved: https://github.com/pytorch/pytorch/pull/159864
Approved by: https://github.com/mlazos
ghstack dependencies: #159365, #159366, #159368, #159483, #159902
 2025-08-16 20:44:40 +00:00
Guilherme Leobas
b78968b4d1 Support next(iterator, default) (#159483) 
Pull Request resolved: https://github.com/pytorch/pytorch/pull/159483
Approved by: https://github.com/mlazos
ghstack dependencies: #159365, #159366, #159368
 2025-08-15 19:08:21 +00:00
Guilherme Leobas
e5621b4d8b Fixes for collections.Counter (#159368) 
Pull Request resolved: https://github.com/pytorch/pytorch/pull/159368
Approved by: https://github.com/mlazos
ghstack dependencies: #159365, #159366
 2025-08-15 19:08:21 +00:00
Guilherme Leobas
2542e71f3f Change mutation type of MutableMappingVariable to AttributeMutationNew (#159366) 
Also add MutableMappingVariable to `call_or_` / `call_ior`

Pull Request resolved: https://github.com/pytorch/pytorch/pull/159366
Approved by: https://github.com/zou3519
ghstack dependencies: #159365
 2025-08-15 19:08:21 +00:00
Guilherme Leobas
f9be65cea4 [iter] Wrap iter(..) call in a ObjectIteratorVariable (#156460) 
This object keeps track when the iterator is exhausted (raise Stopiteration).

Pull Request resolved: https://github.com/pytorch/pytorch/pull/156460
Approved by: https://github.com/zou3519
ghstack dependencies: #156371, #156416
 2025-07-29 21:24:20 +00:00
Guilherme Leobas
4e3e3dc0a7 [iter] support iter(callable, sentinel) (#156416) 
Pull Request resolved: https://github.com/pytorch/pytorch/pull/156416
Approved by: https://github.com/XuehaiPan, https://github.com/zou3519
ghstack dependencies: #156371
 2025-07-29 21:24:20 +00:00
Guilherme Leobas
fcf59df2b6 [iter] Add support for sequence protocol in iter(..) (#156371) 
Pull Request resolved: https://github.com/pytorch/pytorch/pull/156371
Approved by: https://github.com/zou3519
 2025-07-29 21:24:20 +00:00
Lucas Kabela
efc810c7d0 [Bugfix] Fix circular import between export and dynamo from tensor fn map (#158931) 
Fixes #158120

The issue was caused by populating a builtin tensor fn map at import time; if torch.export.export was called before any dynamo imports with the `meta` device, this map would not be populated, and so would populate on import time which would try to call `torch.disable`, which would not yet be initialized

Fix is to populate this map lazily

```
python test/dynamo/imports_non_circular_repro.py TestImports.test_circular_import_with_export_meta
```

Pull Request resolved: https://github.com/pytorch/pytorch/pull/158931
Approved by: https://github.com/StrongerXi, https://github.com/mlazos, https://github.com/anijain2305
 2025-07-24 22:24:57 +00:00
Guilherme Leobas
0204099762 Raise exception in Dynamo if op fails in the interpreter (#158661) 
Pull Request resolved: https://github.com/pytorch/pytorch/pull/158661
Approved by: https://github.com/williamwen42
ghstack dependencies: #158660
 2025-07-23 22:31:51 +00:00
Guilherme Leobas
576253c476 [math] Trace float.fromhex (#156976) 
Pull Request resolved: https://github.com/pytorch/pytorch/pull/156976
Approved by: https://github.com/zou3519
ghstack dependencies: #156975, #156977
 2025-07-23 16:12:08 +00:00
Guilherme Leobas
ba8d19ec02 [dict] Allow Dynamo to trace through explicit dict dunder method call (#154794) 
Pull Request resolved: https://github.com/pytorch/pytorch/pull/154794
Approved by: https://github.com/mlazos
ghstack dependencies: #154003, #154793
 2025-07-10 22:50:39 +00:00
Guilherme Leobas
e84710d1e7 [dict] Raise TypeError in dict methods (#154003) 
Raise TypeError in the following scenarios:
* #args mismatch
* arg is unhashable
Pull Request resolved: https://github.com/pytorch/pytorch/pull/154003
Approved by: https://github.com/mlazos, https://github.com/zou3519
 2025-07-10 22:50:39 +00:00
Guilherme Leobas
e49acfc5c5 [list] Raise exception in invalid list method call (#156148) 
Pull Request resolved: https://github.com/pytorch/pytorch/pull/156148
Approved by: https://github.com/zou3519
ghstack dependencies: #153969
 2025-07-07 14:51:10 +00:00
Guilherme Leobas
dfcda613b6 Ensure Dynamo can trace through explicit dunder method call (#154366) 
Pull Request resolved: https://github.com/pytorch/pytorch/pull/154366
Approved by: https://github.com/zou3519
ghstack dependencies: #153150, #152991, #154539, #153553, #154063, #154064, #154065, #154066, #154263
 2025-07-04 00:46:05 +00:00
Guilherme Leobas
11c71053e0 [Dynamo] [Set] Implement some binop operators for dict/set/frozenset/dict_keys (#154063) 
Pull Request resolved: https://github.com/pytorch/pytorch/pull/154063
Approved by: https://github.com/williamwen42, https://github.com/zou3519
ghstack dependencies: #153150, #152991, #154539, #153553
 2025-07-04 00:45:34 +00:00
Guilherme Leobas
f651e28f80 [FrozenSet] Fixes for FrozenSet (#152991) 
Pull Request resolved: https://github.com/pytorch/pytorch/pull/152991
Approved by: https://github.com/zou3519
ghstack dependencies: #153150
 2025-07-04 00:45:11 +00:00
Animesh Jain
48560eef80 [dynamo] Fix bug in dict(mapping_proxy) (#157467) 
Fixes https://github.com/pytorch/pytorch/issues/157284

Pull Request resolved: https://github.com/pytorch/pytorch/pull/157467
Approved by: https://github.com/jansel, https://github.com/StrongerXi

Co-authored-by: Aaron Gokaslan <aaronGokaslan@gmail.com>
 2025-07-02 22:13:02 +00:00
Guilherme Leobas
9d175bc7e6 Fixes for CPython int/float tests (#155978) 
Pull Request resolved: https://github.com/pytorch/pytorch/pull/155978
Approved by: https://github.com/zou3519
 2025-07-02 15:04:00 +00:00
PyTorch MergeBot
c202a7329a Revert "Fixes for CPython int/float tests (#155978)" 
This reverts commit 23491519d2.

Reverted https://github.com/pytorch/pytorch/pull/155978 on behalf of https://github.com/XuehaiPan due to sys.get_int_max_str_digits is not always available ([comment](https://github.com/pytorch/pytorch/pull/155978#issuecomment-3021990027))
 2025-07-01 06:16:49 +00:00
Guilherme Leobas
23491519d2 Fixes for CPython int/float tests (#155978) 
Pull Request resolved: https://github.com/pytorch/pytorch/pull/155978
Approved by: https://github.com/zou3519
 2025-06-30 19:42:11 +00:00
PyTorch MergeBot
da1f337bc4 Revert "Fixes for CPython int/float tests (#155978)" 
This reverts commit fab53dfdf1.

Reverted https://github.com/pytorch/pytorch/pull/155978 on behalf of https://github.com/guilhermeleobas due to failing in trunk ([comment](https://github.com/pytorch/pytorch/pull/155978#issuecomment-3019457531))
 2025-06-30 14:49:44 +00:00
Guilherme Leobas
fab53dfdf1 Fixes for CPython int/float tests (#155978) 
Pull Request resolved: https://github.com/pytorch/pytorch/pull/155978
Approved by: https://github.com/zou3519
 2025-06-30 14:15:47 +00:00
PyTorch MergeBot
0decd966af Revert "Fixes for CPython int/float tests (#155978)" 
This reverts commit 216bd6091e.

Reverted https://github.com/pytorch/pytorch/pull/155978 on behalf of https://github.com/huydhn due to Some tests are still failing in trunk ([comment](https://github.com/pytorch/pytorch/pull/155978#issuecomment-3014185210))
 2025-06-27 19:39:41 +00:00
Guilherme Leobas
216bd6091e Fixes for CPython int/float tests (#155978) 
Pull Request resolved: https://github.com/pytorch/pytorch/pull/155978
Approved by: https://github.com/zou3519
 2025-06-27 16:41:00 +00:00
Ryan Guo
d06a406656 [dynamo] Graph break on torch.Tensor.data assignment with mismatched dtype (#156623) 
Fixes #152162. Discussed with @bdhirsh and decided this is the easiest
workaround for now.

Pull Request resolved: https://github.com/pytorch/pytorch/pull/156623
Approved by: https://github.com/bdhirsh
 2025-06-25 02:03:04 +00:00
PyTorch MergeBot
1dc1eedd43 Revert "[dynamo] Graph break on torch.Tensor.data assignment with mismatched dtype (#156623)" 
This reverts commit c1ad4b8e7a.

Reverted https://github.com/pytorch/pytorch/pull/156623 on behalf of https://github.com/albanD due to Breaks Dynamo tests in trunk ([comment](https://github.com/pytorch/pytorch/pull/156623#issuecomment-3001806841))
 2025-06-24 20:44:42 +00:00
Ryan Guo
c1ad4b8e7a [dynamo] Graph break on torch.Tensor.data assignment with mismatched dtype (#156623) 
Fixes #152162. Discussed with @bdhirsh and decided this is the easiest
workaround for now.

Pull Request resolved: https://github.com/pytorch/pytorch/pull/156623
Approved by: https://github.com/bdhirsh
 2025-06-24 19:33:11 +00:00
Ryan Guo
640f5a7090 [dynamo] Support builtin bool on non-constant VTs (#155863) 
In practice `bool(...)` is either constant folded by Dynamo or used for
branching (so most of its emulation logic lived in
`InstructionTranslator.generic_jump`.

This patch adds a dedicated `bool` hanlder (only for symbolic
bool/int/float for now), and fixes #136075.

Pull Request resolved: https://github.com/pytorch/pytorch/pull/155863
Approved by: https://github.com/williamwen42
 2025-06-23 15:53:15 +00:00
Xuehai Pan
1b2146fc6d [BE][4/16] fix typos in torch/ (torch/_dynamo/) (#156314) 
Pull Request resolved: https://github.com/pytorch/pytorch/pull/156314
Approved by: https://github.com/jingsh
ghstack dependencies: #156313
 2025-06-23 02:57:19 +00:00
PyTorch MergeBot
5b427c92a8 Revert "[BE][4/16] fix typos in torch/ (torch/_dynamo/) (#156314)" 
This reverts commit ead741c5fb.

Reverted https://github.com/pytorch/pytorch/pull/156314 on behalf of https://github.com/atalman due to export/test_torchbind.py::TestCompileTorchbind::test_compile_error_on_input_aliasing_contents_backend_aot_eager [GH job link](https://github.com/pytorch/pytorch/actions/runs/15804799771/job/44548489912) [HUD commit link](c95f7fa874) ([comment](https://github.com/pytorch/pytorch/pull/156313#issuecomment-2994171213))
 2025-06-22 12:31:57 +00:00