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631 Commits
| Author | SHA1 | Message | Date | |
|---|---|---|---|---|
xangma
|
fe8d66d9a6 |
Faster Faster BatchSampler (#137423)
Builds upon #76951. Benchmarking code is the same as in #76950. AMD Ryzen Threadripper PRO 3995WX: ``` batch_size drop_last origin new speedup ------------ ----------- -------- ------ --------- 4 True 0.94 0.5706 64.74% 4 False 0.9745 0.9468 2.93% 8 True 0.7423 0.3715 99.82% 8 False 0.7974 0.5666 40.73% 64 True 0.5394 0.2085 158.76% 64 False 0.6083 0.2697 125.51% 640 True 0.5448 0.1985 174.41% 640 False 0.7085 0.2308 206.91% 6400 True 0.5554 0.2028 173.88% 6400 False 0.7711 0.2109 265.60% 64000 True 0.556 0.2091 165.82% 64000 False 0.7803 0.2078 275.58% ``` When `drop_last == True`, it uses `zip` to speed things up. When `drop_last == False`, it uses `itertools` to speed things up. `itertools` was the fastest way I could find that deals with the last batch if it is smaller than `batch_size`. I have a pure python method too, but it is slower when `batch_size` is 4 or 8, so I have committed the `itertools` version for now. Happy to chat further about this change :-) I understand you may not want to introduce the `itertools` package into [sampler.py](https://github.com/pytorch/pytorch/blob/main/torch/utils/data/sampler.py). Pull Request resolved: https://github.com/pytorch/pytorch/pull/137423 Approved by: https://github.com/Skylion007 |
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Xuehai Pan
|
758a0a88a2 |
[BE][Easy] enable ruff rule PIE790: unnecessary pass statement (#133200)
This PR removes unnecessary `pass` statement. This is semanticly safe because the bytecode for the Python code does not change. Note that if there is a docstring in the function, a empty function does not need a `pass` statement as placeholder. Pull Request resolved: https://github.com/pytorch/pytorch/pull/133200 Approved by: https://github.com/malfet, https://github.com/eqy, https://github.com/kit1980 |
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Xuehai Pan
|
30293319a8 |
[BE][Easy][19/19] enforce style for empty lines in import segments in torch/[o-z]*/ (#129771)
See https://github.com/pytorch/pytorch/pull/129751#issue-2380881501. Most changes are auto-generated by linter. You can review these PRs via: ```bash git diff --ignore-all-space --ignore-blank-lines HEAD~1 ``` Pull Request resolved: https://github.com/pytorch/pytorch/pull/129771 Approved by: https://github.com/justinchuby, https://github.com/janeyx99 |
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Oguz Ulgen
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72d2dba992 |
Add None return type to init (#132335)
Pull Request resolved: https://github.com/pytorch/pytorch/pull/132335 Approved by: https://github.com/albanD |
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Xuehai Pan
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4d7bf72d93 |
[BE][Easy] fix ruff rule needless-bool (SIM103) (#130206)
Pull Request resolved: https://github.com/pytorch/pytorch/pull/130206 Approved by: https://github.com/malfet |
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Xuehai Pan
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f1df13f023 |
[BE][Easy] Fix PYI001: unprefixed-type-param in torch/utils/data/datapipes (#129885)
Pull Request resolved: https://github.com/pytorch/pytorch/pull/129885 Approved by: https://github.com/ezyang |
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PyTorch MergeBot
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2effbcfcd8 |
Revert "[BE][Easy] replace import pathlib with from pathlib import Path (#129426)"
This reverts commit
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Xuehai Pan
|
6d75604ef1 |
[BE][Easy] replace import pathlib with from pathlib import Path (#129426)
Pull Request resolved: https://github.com/pytorch/pytorch/pull/129426 Approved by: https://github.com/malfet |
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Xuehai Pan
|
7cf0b90e49 |
[BE] enable UFMT in torch.utils.data (#127705)
Part of #123062 - #123062 Pull Request resolved: https://github.com/pytorch/pytorch/pull/127705 Approved by: https://github.com/ezyang ghstack dependencies: #127706, #127704 |
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Xuehai Pan
|
f911957573 |
[BE] sort imports in torch.utils.data (#127704)
Pull Request resolved: https://github.com/pytorch/pytorch/pull/127704 Approved by: https://github.com/ezyang ghstack dependencies: #127706 |
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Xuehai Pan
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d80939e5e9 |
[BE] enable UFMT for torch/storage.py (#127706)
Part of #123062 - #123062 Pull Request resolved: https://github.com/pytorch/pytorch/pull/127706 Approved by: https://github.com/ezyang |
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Xuehai Pan
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f85d1e845a |
[BE] enable UFMT for torch/nn/*.py (#128593)
Part of #123062 - #123062 Pull Request resolved: https://github.com/pytorch/pytorch/pull/128593 Approved by: https://github.com/mikaylagawarecki |
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PyTorch MergeBot
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aace8ffc00 |
Revert "[BE] enable UFMT for torch/nn/*.py (#128593)"
This reverts commit
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Xuehai Pan
|
a87d82abd7 |
[BE] enable UFMT for torch/nn/*.py (#128593)
Part of #123062 - #123062 Pull Request resolved: https://github.com/pytorch/pytorch/pull/128593 Approved by: https://github.com/mikaylagawarecki ghstack dependencies: #128596, #128594, #128592 |
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Tristan Rice
|
7c370d2fb0 |
expose set_thread_name to Python and set thread names (#128448)
This adds a new multiprocessing method `_set_thread_name` and calls it from torchelastic and dataloader main functions. This will allow better monitoring of processes as we can separate elastic and dataloading processes from the main training process.
Threads named:
* torchrun/elastic
* PyTorch dataloader worker processes + pin memory thread
* TCPStore
* ProcessGroupNCCL background threads
* WorkerServer httpserver thread
Test plan:
```
$ torchrun --nnodes 1 --nproc_per_node 1 --no-python /bin/bash -c 'ps -eL | grep pt_'
3264281 3264281 pts/45 00:00:02 pt_elastic
3264281 3267950 pts/45 00:00:00 pt_elastic
```
dataloading
```py
import torch
import time
from torch.utils.data import (
DataLoader,
Dataset,
)
class NoopDataset(Dataset):
def __getitem__(self, index):
return index
def __len__(self):
return 10
dataloader = DataLoader(NoopDataset(), num_workers=2)
for i, x in enumerate(dataloader):
print(i, x)
time.sleep(10000)
```
```
$ python3 ~/scripts/dataloader_test.py
$ ps -eL | grep pt_
1228312 1228312 pts/45 00:00:02 pt_main_thread
1228312 1230058 pts/45 00:00:00 pt_main_thread
1228312 1230059 pts/45 00:00:00 pt_main_thread
1230052 1230052 pts/45 00:00:00 pt_data_worker
1230052 1230198 pts/45 00:00:00 pt_data_worker
1230052 1230740 pts/45 00:00:00 pt_data_worker
1230055 1230055 pts/45 00:00:00 pt_data_worker
1230055 1230296 pts/45 00:00:00 pt_data_worker
1230055 1230759 pts/45 00:00:00 pt_data_worker
```
Pull Request resolved: https://github.com/pytorch/pytorch/pull/128448
Approved by: https://github.com/c-p-i-o, https://github.com/andrewkho, https://github.com/rsdcastro
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Aaron Orenstein
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3c971d2ef3 |
Flip default value for mypy disallow_untyped_defs [final] (#127836)
Not requiring all functions to have types allows a lot of 'Any' types to slip in - which poison types and make mypy unable to properly typecheck the code. I want to flip the default so that new files are required to have fully typed defs and we can have a burndown list of files that fail to require full types. The preceding stack of PRs (cut up simply to limit the number of file changes per PR "reasonable") adds `# mypy: allow-untyped-defs` to any file which didn't immediately pass mypy with the flag flipped. Due to changing files and merge conflicts it will probably be necessary to have several passes through before landing this final PR which turns the option on. Pull Request resolved: https://github.com/pytorch/pytorch/pull/127836 Approved by: https://github.com/oulgen, https://github.com/Skylion007 |
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Xuehai Pan
|
dcc0093dba |
[BE][Easy] export explicitly imported public submodules (#127703)
Add top-level submodules `torch.{storage,serialization,functional,amp,overrides,types}`
Pull Request resolved: https://github.com/pytorch/pytorch/pull/127703
Approved by: https://github.com/ezyang
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PyTorch MergeBot
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c9c1fed065 |
Revert "Flip default value for mypy disallow_untyped_defs [10+2/11] (#128374)"
This reverts commit
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Aaron Orenstein
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c13e03c874 |
Flip default value for mypy disallow_untyped_defs [10+2/11] (#128374)
Pull Request resolved: https://github.com/pytorch/pytorch/pull/128374 Approved by: https://github.com/Skylion007 |
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Arun Pa
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3b555ba477 |
Add docstring for torch.utils.data.datapipes.decoder.basicandlers (#128018)
Fixes #127912 Pull Request resolved: https://github.com/pytorch/pytorch/pull/128018 Approved by: https://github.com/andrewkho |
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Aaron Orenstein
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8db9dfa2d7 |
Flip default value for mypy disallow_untyped_defs [9/11] (#127846)
See #127836 for details. Pull Request resolved: https://github.com/pytorch/pytorch/pull/127846 Approved by: https://github.com/ezyang ghstack dependencies: #127842, #127843, #127844, #127845 |
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Xuehai Pan
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8b08b0f340 |
[BE] enable ruff rule Q from flake8-quotes (#127713)
Enable [ruff rule `Q`](https://docs.astral.sh/ruff/rules/#flake8-quotes-q) from flake8-quotes. Fixes: - [avoidable-escaped-quote (Q003)](https://docs.astral.sh/ruff/rules/avoidable-escaped-quote/#avoidable-escaped-quote-q003) - [unnecessary-escaped-quote (Q004)](https://docs.astral.sh/ruff/rules/unnecessary-escaped-quote/#unnecessary-escaped-quote-q004) Pull Request resolved: https://github.com/pytorch/pytorch/pull/127713 Approved by: https://github.com/ezyang |
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Xuehai Pan
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67ef2683d9 |
[BE] wrap deprecated function/class with typing_extensions.deprecated (#127689)
Use `typing_extensions.deprecated` for deprecation annotation if possible. Otherwise, add `category=FutureWarning` to `warnings.warn("message")` if the category is missing.
Note that only warnings that their messages contain `[Dd]eprecat(ed|ion)` are updated in this PR.
Resolves #126888
- #126888
This PR is split from PR #126898.
- #126898
------
Pull Request resolved: https://github.com/pytorch/pytorch/pull/127689
Approved by: https://github.com/Skylion007
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PyTorch MergeBot
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033e733021 |
Revert "[BE] wrap deprecated function/class with typing_extensions.deprecated (#126898)"
This reverts commit
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Xuehai Pan
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749a132fb0 |
[BE] wrap deprecated function/class with typing_extensions.deprecated (#126898)
Use `typing_extensions.deprecated` for deprecation annotation if possible. Otherwise, add `category=FutureWarning` to `warnings.warn("message")` if the category is missing.
Note that only warnings that their messages contain `[Dd]eprecat(ed|ion)` are updated in this PR.
UPDATE: Use `FutureWarning` instead of `DeprecationWarning`.
Resolves #126888
- #126888
Pull Request resolved: https://github.com/pytorch/pytorch/pull/126898
Approved by: https://github.com/albanD
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Alexander Kurakin
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6f1935b0b5 |
doc: torch.utils.data.Sampler: __len__ is optional (#125938)
Fixes #ISSUE_NUMBER Pull Request resolved: https://github.com/pytorch/pytorch/pull/125938 Approved by: https://github.com/andrewkho, https://github.com/xmfan |
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Aaron Orenstein
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4e2b4c6ed6 |
Fix broken docs (#124940)
These were causing doctest to be unhappy. In particular the doc from #124496 caused #124771 to fail "trunk / win-vs2019-cpu-py3 / test" to fail when pushing. Not sure why it wasn't a problem on the original PR. Testing: `./test/run_doctests.sh`: before: ``` === 4 warnings in 11.21 seconds === ``` after: ``` === in 11.11 seconds === ``` Pull Request resolved: https://github.com/pytorch/pytorch/pull/124940 Approved by: https://github.com/zou3519, https://github.com/atalman, https://github.com/huydhn |
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Aaron Gokaslan
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c5fafe9f48 |
[BE]: TRY002 - Ban raising vanilla exceptions (#124570)
Adds a ruff lint rule to ban raising raw exceptions. Most of these should at the very least be runtime exception, value errors, type errors or some other errors. There are hundreds of instance of these bad exception types already in the codebase, so I have noqa'd most of them. Hopefully this error code will get commiters to rethink what exception type they should raise when they submit a PR. I also encourage people to gradually go and fix all the existing noqas that have been added so they can be removed overtime and our exception typing can be improved. Pull Request resolved: https://github.com/pytorch/pytorch/pull/124570 Approved by: https://github.com/ezyang |
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Aaron Gokaslan
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29cc293725 |
[BE]: FURB142 - Remove set mutations. Use set update (#124551)
Uses set mutation methods instead of manually reimplementing (update, set_difference etc). Pull Request resolved: https://github.com/pytorch/pytorch/pull/124551 Approved by: https://github.com/ezyang |
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Aaron Gokaslan
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5a1216bb2e |
[BE]: Update ruff to 0.4.1 (#124549)
Update ruff to 0.4.1 . This version fixes a lot false negatives/false positives, is 20-40% faster, and has various other bug fixes. Below is a before and after table showing the execution time of ruff lint and ruff format in milliseconds courtesy of https://astral.sh/blog/ruff-v0.4.0 | Repository | Linter (v0.3) | Linter (v0.4) | Formatter (v0.3) | Formatter (v0.4) | |----------------------------------------------------|---------------|---------------|------------------|------------------| | [pytorch/pytorch](https://github.com/pytorch/pytorch) | 328.7 | 251.8 | 351.1 | 274.9 | Pull Request resolved: https://github.com/pytorch/pytorch/pull/124549 Approved by: https://github.com/ezyang |
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Xuehai Pan
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93e249969b |
[BE] enable ruff rule RSE and remove useless parentheses in raise statements (#124261)
Remove useless parentheses in `raise` statements if the exception type is raised with no argument. Pull Request resolved: https://github.com/pytorch/pytorch/pull/124261 Approved by: https://github.com/albanD |
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fzyzcjy
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1e8d4b389b |
Super tiny fix typo (#122881)
"CustoType" -> "CustomType" Pull Request resolved: https://github.com/pytorch/pytorch/pull/122881 Approved by: https://github.com/awgu |
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Edward Z. Yang
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f42818321b |
Restore DILL_AVAILABLE for backwards compat with torchdata (#122616)
Signed-off-by: Edward Z. Yang <ezyang@meta.com> Pull Request resolved: https://github.com/pytorch/pytorch/pull/122616 Approved by: https://github.com/peterbell10 |
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Xuehai Pan
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d3876f73e7 |
Preserve metadata for MutableMapping and MutableSequence in pin_memory and collate_fn (#120553)
For the user-defined `Mapping` type, it may contain some metadata (e.g., pytorch/tensordict#679, https://github.com/pytorch/pytorch/pull/120195#issue-2141716712). Simply use `type(mapping)({k: v for k, v in mapping.items()})` do not take this metadata into account. This PR uses `copy.copy(mapping)` to create a clone of the original collection and iteratively updates the elements in the cloned collection. This preserves the metadata in the original collection via `copy.copy(...)` rather than relying on the `__init__` method in the user-defined classes. Reference: - pytorch/tensordict#679 - #120195 Closes #120195 Pull Request resolved: https://github.com/pytorch/pytorch/pull/120553 Approved by: https://github.com/vmoens |
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Aaron Gokaslan
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f9200c8608 |
[BE][Ez]: FURB129: remove unneeded readlines() (#119796)
Applies a refurb rule to remove any readlines() in a for loop iteration as it just creates a temporary list in memory. Pull Request resolved: https://github.com/pytorch/pytorch/pull/119796 Approved by: https://github.com/ezyang |
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Catherine Lee
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4f5785b6b3 |
Enable possibly-undefined error code (#118533)
Fixes https://github.com/pytorch/pytorch/issues/118129 Suppressions automatically added with ``` import re with open("error_file.txt", "r") as f: errors = f.readlines() error_lines = {} for error in errors: match = re.match(r"(.*):(\d+):\d+: error:.*\[(.*)\]", error) if match: file_path, line_number, error_type = match.groups() if file_path not in error_lines: error_lines[file_path] = {} error_lines[file_path][int(line_number)] = error_type for file_path, lines in error_lines.items(): with open(file_path, "r") as f: code = f.readlines() for line_number, error_type in sorted(lines.items(), key=lambda x: x[0], reverse=True): code[line_number - 1] = code[line_number - 1].rstrip() + f" # type: ignore[{error_type}]\n" with open(file_path, "w") as f: f.writelines(code) ``` Signed-off-by: Edward Z. Yang <ezyang@meta.com> Co-authored-by: Catherine Lee <csl@fb.com> Pull Request resolved: https://github.com/pytorch/pytorch/pull/118533 Approved by: https://github.com/Skylion007, https://github.com/zou3519 |
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PyTorch MergeBot
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40ece2e579 |
Revert "Enable possibly-undefined error code (#118533)"
This reverts commit
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Edward Z. Yang
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4f13f69a45 |
Enable possibly-undefined error code (#118533)
Fixes https://github.com/pytorch/pytorch/issues/118129 Suppressions automatically added with ``` import re with open("error_file.txt", "r") as f: errors = f.readlines() error_lines = {} for error in errors: match = re.match(r"(.*):(\d+):\d+: error:.*\[(.*)\]", error) if match: file_path, line_number, error_type = match.groups() if file_path not in error_lines: error_lines[file_path] = {} error_lines[file_path][int(line_number)] = error_type for file_path, lines in error_lines.items(): with open(file_path, "r") as f: code = f.readlines() for line_number, error_type in sorted(lines.items(), key=lambda x: x[0], reverse=True): code[line_number - 1] = code[line_number - 1].rstrip() + f" # type: ignore[{error_type}]\n" with open(file_path, "w") as f: f.writelines(code) ``` Signed-off-by: Edward Z. Yang <ezyang@meta.com> Pull Request resolved: https://github.com/pytorch/pytorch/pull/118533 Approved by: https://github.com/Skylion007, https://github.com/zou3519 |
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Edward Z. Yang
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46712b019d |
Enable local_partial_types (#118467)
When using dmypy, this setting is enabled and cannot be turned off. Force it for regular mypy too. Signed-off-by: Edward Z. Yang <ezyang@meta.com> Pull Request resolved: https://github.com/pytorch/pytorch/pull/118467 Approved by: https://github.com/Skylion007 ghstack dependencies: #118414, #118418, #118432 |
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Edward Z. Yang
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9bce208dfb |
Replace follow_imports = silent with normal (#118414)
This is a lot of files changed! Don't panic! Here's how it works: * Previously, we set `follow_imports = silent` for our mypy.ini configuration. Per https://mypy.readthedocs.io/en/stable/running_mypy.html#follow-imports, what this does is whenever we have an import to a module which is not listed as a file to be typechecked in mypy, we typecheck it as normal but suppress all errors that occurred in that file. * When mypy is run inside lintrunner, the list of files is precisely the files covered by the glob in lintrunner.toml, but with files in excludes excluded. * The top-level directive `# mypy: ignore-errors` instructs mypy to typecheck the file as normal, but ignore all errors. * Therefore, it should be equivalent to set `follow_imports = normal`, if we put `# mypy: ignore-errors` on all files that were previously excluded from the file list. * Having done this, we can remove the exclude list from .lintrunner.toml, since excluding a file from typechecking is baked into the files themselves. * torch/_dynamo and torch/_inductor were previously in the exclude list, because they were covered by MYPYINDUCTOR. It is not OK to mark these as `# mypy: ignore-errors` as this will impede typechecking on the alternate configuration. So they are temporarily being checked twice, but I am suppressing the errors in these files as the configurations are not quite the same. I plan to unify the configurations so this is only a temporary state. * There were some straggler type errors after these changes somehow, so I fixed them as needed. There weren't that many. In the future, to start type checking a file, just remove the ignore-errors directive from the top of the file. The codemod was done with this script authored by GPT-4: ``` import glob exclude_patterns = [ ... ] for pattern in exclude_patterns: for filepath in glob.glob(pattern, recursive=True): if filepath.endswith('.py'): with open(filepath, 'r+') as f: content = f.read() f.seek(0, 0) f.write('# mypy: ignore-errors\n\n' + content) ``` Signed-off-by: Edward Z. Yang <ezyang@meta.com> Pull Request resolved: https://github.com/pytorch/pytorch/pull/118414 Approved by: https://github.com/thiagocrepaldi, https://github.com/albanD |
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Peter Bell
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7c33ce7702 |
[CI] Install dill in ci (#116214)
Pull Request resolved: https://github.com/pytorch/pytorch/pull/116214 Approved by: https://github.com/malfet ghstack dependencies: #116230 |
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Dinahao Zhou
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60519fa3b7 |
change master to main in datapipes readme (#117919)
Pull Request resolved: https://github.com/pytorch/pytorch/pull/117919 Approved by: https://github.com/albanD |
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Aaron Gokaslan
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1d5a9a1c1a |
[Easy][BE]: remove itertools.accumulate Python 2 shim and apply UFMT (#116192)
Removes an unnecessary duplicated utility functions and just have it rely on itertools. Since the file is low traffic, I also added the modified files to UFMT'd files and formatted them. Pull Request resolved: https://github.com/pytorch/pytorch/pull/116192 Approved by: https://github.com/malfet |
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Chip Turner
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937d616e82 |
Re-enable type checking for distributed_c10d.py (#115223)
Re-enable type checking for distributed_c10d.py Type checking for distributed_c10d.py was inadvertently turned off in issues that have accumulated since. Note: the backwards compatibility linter does not like some of these changes. But they were incorrect before. This needs human verification, however. #suppress-api-compatibility-check Pull Request resolved: https://github.com/pytorch/pytorch/pull/115223 Approved by: https://github.com/wconstab |
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Pearu Peterson
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0bd4d1f4ab |
Add sparse tensors support to dataloader. (#112842)
Fixes https://github.com/pytorch/pytorch/issues/106837 Pull Request resolved: https://github.com/pytorch/pytorch/pull/112842 Approved by: https://github.com/cpuhrsch, https://github.com/gokulavasan |
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Aaron Gokaslan
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b7b2178204 |
[BE]: Remove useless lambdas (#113602)
Applies PLW0108 which removes useless lambda calls in Python, the rule is in preview so it is not ready to be enabled by default just yet. These are the autofixes from the rule. Pull Request resolved: https://github.com/pytorch/pytorch/pull/113602 Approved by: https://github.com/albanD |
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Aryan Gupta
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8cee0a25bd |
fix: Flake8-BugBear code B-026 for PyTorch (#111362)
Fixes #106571 I have fixed the B-026 error codes for Flake8 tests on the codebase. Please review and tell me anything else to do. Thanks and excited for this first contribution to PyTorch. Also I refer this issue which introduced [B-026](https://github.com/PyCQA/flake8-bugbear/issues/286) in `pytest-bugbear` and discuss the error code. Pull Request resolved: https://github.com/pytorch/pytorch/pull/111362 Approved by: https://github.com/Skylion007 |
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Aryan Gupta
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92e7f79609 |
Doc: Add and Fix docstrings for torch.util.data files (#112817)
Fixes #112635 Fix docstrings for `torch.utils.data` files. ``` Before: > pydocstyle torch/utils/data/graph.py --count Before: 5 After: 1 > pydocstyle torch/utils/data/graph_settings.py --count Before: 8 After: 3 > pydocstyle torch/utils/data/dataloader.py --count Before: 12 After: 6 > pydocstyle torch/utils/data/dataset.py --count Before: 28 After: 23 > pydocstyle torch/utils/data/sampler.py --count Before: 24 After: 19 > pydocstyle torch/utils/data/_utils/signal_handling.py --count Before: 1 After: 0 > pydocstyle torch/utils/data/_utils/__init__.py --count Before: 2 After: 0 > pydocstyle torch/utils/data/_utils/collate.py --count Before: 20 After: 6 > pydocstyle torch/utils/data/_utils/fetch.py --count Before: 3 After: 0 > pydocstyle torch/utils/data/_utils/pin_memory.py --count Before: 4 After: 1 > pydocstyle torch/utils/data/datapipes/_decorator.py --count Before: 19 After: 16 > pydocstyle torch/utils/data/datapipes/_hook_iterator.py --count Before: 13 After: 0 > pydocstyle torch/utils/data/datapipes/_typing.py --count Before: 17 After: 4 > pydocstyle torch/utils/data/datapipes/gen_pyi.py --count Before: 19 After: 4 ``` Pull Request resolved: https://github.com/pytorch/pytorch/pull/112817 Approved by: https://github.com/kit1980 |
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NVS Abhilash
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f58ecd4823 |
docs: fix docstrings for datapipes and other (#112765)
Fixes #112636 Before: 265 ``` torch/utils/data/datapipes/dataframe/structures.py:1 at module level: D100: Missing docstring in public module torch/utils/data/datapipes/dataframe/structures.py:8 in public class `DataChunkDF`: D205: 1 blank line required between summary line and description (found 0) torch/utils/data/datapipes/dataframe/structures.py:8 in public class `DataChunkDF`: D208: Docstring is over-indented torch/utils/data/datapipes/dataframe/structures.py:8 in public class `DataChunkDF`: D400: First line should end with a period (not ',') torch/utils/data/datapipes/dataframe/structures.py:13 in public method `__iter__`: D105: Missing docstring in magic method torch/utils/data/datapipes/dataframe/structures.py:17 in public method `__len__`: D105: Missing docstring in magic method torch/utils/data/datapipes/datapipe.py:1 at module level: D100: Missing docstring in public module torch/utils/data/datapipes/datapipe.py:43 in public class `IterDataPipe`: D204: 1 blank line required after class docstring (found 0) torch/utils/data/datapipes/datapipe.py:119 in public method `__iter__`: D105: Missing docstring in magic method torch/utils/data/datapipes/datapipe.py:122 in public method `__getattr__`: D105: Missing docstring in magic method torch/utils/data/datapipes/datapipe.py:135 in public method `register_function`: D102: Missing docstring in public method torch/utils/data/datapipes/datapipe.py:139 in public method `register_datapipe_as_function`: D102: Missing docstring in public method torch/utils/data/datapipes/datapipe.py:161 in public method `__getstate__`: D205: 1 blank line required between summary line and description (found 0) torch/utils/data/datapipes/datapipe.py:161 in public method `__getstate__`: D401: First line should be in imperative mood; try rephrasing (found 'This') torch/utils/data/datapipes/datapipe.py:171 in public method `__reduce_ex__`: D105: Missing docstring in magic method torch/utils/data/datapipes/datapipe.py:180 in public method `set_getstate_hook`: D102: Missing docstring in public method torch/utils/data/datapipes/datapipe.py:186 in public method `set_reduce_ex_hook`: D102: Missing docstring in public method torch/utils/data/datapipes/datapipe.py:191 in public method `__repr__`: D105: Missing docstring in magic method torch/utils/data/datapipes/datapipe.py:197 in public method `__str__`: D105: Missing docstring in magic method torch/utils/data/datapipes/datapipe.py:203 in public method `__dir__`: D105: Missing docstring in magic method torch/utils/data/datapipes/datapipe.py:208 in public method `reset`: D205: 1 blank line required between summary line and description (found 0) torch/utils/data/datapipes/datapipe.py:208 in public method `reset`: D400: First line should end with a period (not ',') torch/utils/data/datapipes/datapipe.py:217 in public class `DFIterDataPipe`: D101: Missing docstring in public class torch/utils/data/datapipes/datapipe.py:223 in public class `MapDataPipe`: D204: 1 blank line required after class docstring (found 0) torch/utils/data/datapipes/datapipe.py:261 in public method `__getattr__`: D105: Missing docstring in magic method torch/utils/data/datapipes/datapipe.py:274 in public method `register_function`: D102: Missing docstring in public method torch/utils/data/datapipes/datapipe.py:278 in public method `register_datapipe_as_function`: D102: Missing docstring in public method torch/utils/data/datapipes/datapipe.py:293 in public method `__getstate__`: D205: 1 blank line required between summary line and description (found 0) torch/utils/data/datapipes/datapipe.py:293 in public method `__getstate__`: D401: First line should be in imperative mood; try rephrasing (found 'This') torch/utils/data/datapipes/datapipe.py:303 in public method `__reduce_ex__`: D105: Missing docstring in magic method torch/utils/data/datapipes/datapipe.py:312 in public method `set_getstate_hook`: D102: Missing docstring in public method torch/utils/data/datapipes/datapipe.py:318 in public method `set_reduce_ex_hook`: D102: Missing docstring in public method torch/utils/data/datapipes/datapipe.py:323 in public method `__repr__`: D105: Missing docstring in magic method torch/utils/data/datapipes/datapipe.py:329 in public method `__str__`: D105: Missing docstring in magic method torch/utils/data/datapipes/datapipe.py:335 in public method `__dir__`: D105: Missing docstring in magic method torch/utils/data/datapipes/datapipe.py:392 in public class `DataChunk`: D101: Missing docstring in public class torch/utils/data/datapipes/datapipe.py:393 in public method `__init__`: D107: Missing docstring in __init__ torch/utils/data/datapipes/datapipe.py:397 in public method `as_str`: D102: Missing docstring in public method torch/utils/data/datapipes/datapipe.py:401 in public method `__iter__`: D105: Missing docstring in magic method torch/utils/data/datapipes/datapipe.py:404 in public method `raw_iterator`: D102: Missing docstring in public method torch/utils/data/datapipes/iter/callable.py:1 at module level: D100: Missing docstring in public module torch/utils/data/datapipes/iter/callable.py:23 in public class `MapperIterDataPipe`: D204: 1 blank line required after class docstring (found 0) torch/utils/data/datapipes/iter/callable.py:23 in public class `MapperIterDataPipe`: D205: 1 blank line required between summary line and description (found 0) torch/utils/data/datapipes/iter/callable.py:63 in public method `__init__`: D107: Missing docstring in __init__ torch/utils/data/datapipes/iter/callable.py:121 in public method `__iter__`: D105: Missing docstring in magic method torch/utils/data/datapipes/iter/callable.py:125 in public method `__len__`: D105: Missing docstring in magic method torch/utils/data/datapipes/iter/callable.py:173 in public class `CollatorIterDataPipe`: D205: 1 blank line required between summary line and description (found 0) torch/utils/data/datapipes/iter/callable.py:213 in public method `__init__`: D107: Missing docstring in __init__ torch/utils/data/datapipes/iter/combinatorics.py:1 at module level: D100: Missing docstring in public module torch/utils/data/datapipes/iter/combinatorics.py:18 in public class `SamplerIterDataPipe`: D204: 1 blank line required after class docstring (found 0) torch/utils/data/datapipes/iter/combinatorics.py:29 in public method `__init__`: D107: Missing docstring in __init__ torch/utils/data/datapipes/iter/combinatorics.py:44 in public method `__iter__`: D105: Missing docstring in magic method torch/utils/data/datapipes/iter/combinatorics.py:47 in public method `__len__`: D105: Missing docstring in magic method torch/utils/data/datapipes/iter/combinatorics.py:56 in public class `ShufflerIterDataPipe`: D204: 1 blank line required after class docstring (found 0) torch/utils/data/datapipes/iter/combinatorics.py:56 in public class `ShufflerIterDataPipe`: D205: 1 blank line required between summary line and description (found 0) torch/utils/data/datapipes/iter/combinatorics.py:56 in public class `ShufflerIterDataPipe`: D400: First line should end with a period (not 'r') torch/utils/data/datapipes/iter/combinatorics.py:94 in public method `__init__`: D107: Missing docstring in __init__ torch/utils/data/datapipes/iter/combinatorics.py:114 in public method `set_shuffle`: D102: Missing docstring in public method torch/utils/data/datapipes/iter/combinatorics.py:118 in public method `set_seed`: D102: Missing docstring in public method torch/utils/data/datapipes/iter/combinatorics.py:122 in public method `__iter__`: D105: Missing docstring in magic method torch/utils/data/datapipes/iter/combinatorics.py:137 in public method `__len__`: D105: Missing docstring in magic method torch/utils/data/datapipes/iter/combinatorics.py:142 in public method `reset`: D102: Missing docstring in public method torch/utils/data/datapipes/iter/combinatorics.py:150 in public method `__getstate__`: D105: Missing docstring in magic method torch/utils/data/datapipes/iter/combinatorics.py:165 in public method `__setstate__`: D105: Missing docstring in magic method torch/utils/data/datapipes/iter/combinatorics.py:179 in public method `__del__`: D105: Missing docstring in magic method torch/utils/data/datapipes/iter/combining.py:1 at module level: D100: Missing docstring in public module torch/utils/data/datapipes/iter/combining.py:26 in public class `ConcaterIterDataPipe`: D204: 1 blank line required after class docstring (found 0) torch/utils/data/datapipes/iter/combining.py:26 in public class `ConcaterIterDataPipe`: D205: 1 blank line required between summary line and description (found 0) torch/utils/data/datapipes/iter/combining.py:26 in public class `ConcaterIterDataPipe`: D400: First line should end with a period (not 'l') torch/utils/data/datapipes/iter/combining.py:44 in public method `__init__`: D107: Missing docstring in __init__ torch/utils/data/datapipes/iter/combining.py:51 in public method `__iter__`: D105: Missing docstring in magic method torch/utils/data/datapipes/iter/combining.py:55 in public method `__len__`: D105: Missing docstring in magic method torch/utils/data/datapipes/iter/combining.py:64 in public class `ForkerIterDataPipe`: D204: 1 blank line required after class docstring (found 0) torch/utils/data/datapipes/iter/combining.py:92 in public method `__new__`: D102: Missing docstring in public method torch/utils/data/datapipes/iter/combining.py:108 in private class `_ContainerTemplate`: D204: 1 blank line required after class docstring (found 0) torch/utils/data/datapipes/iter/combining.py:108 in private class `_ContainerTemplate`: D205: 1 blank line required between summary line and description (found 0) torch/utils/data/datapipes/iter/combining.py:108 in private class `_ContainerTemplate`: D400: First line should end with a period (not 'd') torch/utils/data/datapipes/iter/combining.py:126 in private method `get_length_by_instance`: D200: One-line docstring should fit on one line with quotes (found 3) torch/utils/data/datapipes/iter/combining.py:126 in private method `get_length_by_instance`: D400: First line should end with a period (not '`') torch/utils/data/datapipes/iter/combining.py:136 in private class `_ForkerIterDataPipe`: D204: 1 blank line required after class docstring (found 0) torch/utils/data/datapipes/iter/combining.py:136 in private class `_ForkerIterDataPipe`: D205: 1 blank line required between summary line and description (found 0) torch/utils/data/datapipes/iter/combining.py:136 in private class `_ForkerIterDataPipe`: D400: First line should end with a period (not 's') torch/utils/data/datapipes/iter/combining.py:275 in private class `_ChildDataPipe`: D204: 1 blank line required after class docstring (found 0) torch/utils/data/datapipes/iter/combining.py:275 in private class `_ChildDataPipe`: D205: 1 blank line required between summary line and description (found 0) torch/utils/data/datapipes/iter/combining.py:275 in private class `_ChildDataPipe`: D400: First line should end with a period (not 's') torch/utils/data/datapipes/iter/combining.py:320 in private method `_set_main_datapipe_valid_iterator_id`: D205: 1 blank line required between summary line and description (found 0) torch/utils/data/datapipes/iter/combining.py:343 in private method `_check_valid_iterator_id`: D200: One-line docstring should fit on one line with quotes (found 3) torch/utils/data/datapipes/iter/combining.py:351 in public class `DemultiplexerIterDataPipe`: D204: 1 blank line required after class docstring (found 0) torch/utils/data/datapipes/iter/combining.py:351 in public class `DemultiplexerIterDataPipe`: D205: 1 blank line required between summary line and description (found 0) torch/utils/data/datapipes/iter/combining.py:351 in public class `DemultiplexerIterDataPipe`: D400: First line should end with a period (not 'n') torch/utils/data/datapipes/iter/combining.py:384 in public method `__new__`: D102: Missing docstring in public method torch/utils/data/datapipes/iter/combining.py:399 in private class `_DemultiplexerIterDataPipe`: D205: 1 blank line required between summary line and description (found 0) torch/utils/data/datapipes/iter/combining.py:399 in private class `_DemultiplexerIterDataPipe`: D400: First line should end with a period (not 's') torch/utils/data/datapipes/iter/combining.py:534 in public class `MultiplexerIterDataPipe`: D204: 1 blank line required after class docstring (found 0) torch/utils/data/datapipes/iter/combining.py:534 in public class `MultiplexerIterDataPipe`: D205: 1 blank line required between summary line and description (found 0) torch/utils/data/datapipes/iter/combining.py:534 in public class `MultiplexerIterDataPipe`: D400: First line should end with a period (not ',') torch/utils/data/datapipes/iter/combining.py:549 in public method `__init__`: D107: Missing docstring in __init__ torch/utils/data/datapipes/iter/combining.py:553 in public method `__iter__`: D105: Missing docstring in magic method torch/utils/data/datapipes/iter/combining.py:566 in public method `__len__`: D105: Missing docstring in magic method torch/utils/data/datapipes/iter/combining.py:572 in public method `reset`: D102: Missing docstring in public method torch/utils/data/datapipes/iter/combining.py:575 in public method `__getstate__`: D105: Missing docstring in magic method torch/utils/data/datapipes/iter/combining.py:585 in public method `__setstate__`: D105: Missing docstring in magic method torch/utils/data/datapipes/iter/combining.py:593 in public method `__del__`: D105: Missing docstring in magic method torch/utils/data/datapipes/iter/combining.py:599 in public class `ZipperIterDataPipe`: D204: 1 blank line required after class docstring (found 0) torch/utils/data/datapipes/iter/combining.py:599 in public class `ZipperIterDataPipe`: D205: 1 blank line required between summary line and description (found 0) torch/utils/data/datapipes/iter/combining.py:615 in public method `__init__`: D107: Missing docstring in __init__ torch/utils/data/datapipes/iter/combining.py:622 in public method `__iter__`: D105: Missing docstring in magic method torch/utils/data/datapipes/iter/combining.py:626 in public method `__len__`: D105: Missing docstring in magic method torch/utils/data/datapipes/iter/filelister.py:1 at module level: D100: Missing docstring in public module torch/utils/data/datapipes/iter/filelister.py:15 in public class `FileListerIterDataPipe`: D205: 1 blank line required between summary line and description (found 0) torch/utils/data/datapipes/iter/filelister.py:36 in public method `__init__`: D107: Missing docstring in __init__ torch/utils/data/datapipes/iter/filelister.py:58 in public method `__iter__`: D105: Missing docstring in magic method torch/utils/data/datapipes/iter/filelister.py:62 in public method `__len__`: D105: Missing docstring in magic method torch/utils/data/datapipes/iter/fileopener.py:1 at module level: D100: Missing docstring in public module torch/utils/data/datapipes/iter/fileopener.py:15 in public class `FileOpenerIterDataPipe`: D205: 1 blank line required between summary line and description (found 0) torch/utils/data/datapipes/iter/fileopener.py:15 in public class `FileOpenerIterDataPipe`: D400: First line should end with a period (not 'm') torch/utils/data/datapipes/iter/fileopener.py:42 in public method `__init__`: D107: Missing docstring in __init__ torch/utils/data/datapipes/iter/fileopener.py:66 in public method `__iter__`: D105: Missing docstring in magic method torch/utils/data/datapipes/iter/fileopener.py:69 in public method `__len__`: D105: Missing docstring in magic method torch/utils/data/datapipes/iter/grouping.py:1 at module level: D100: Missing docstring in public module torch/utils/data/datapipes/iter/grouping.py:31 in public class `BatcherIterDataPipe`: D204: 1 blank line required after class docstring (found 0) torch/utils/data/datapipes/iter/grouping.py:31 in public class `BatcherIterDataPipe`: D205: 1 blank line required between summary line and description (found 0) torch/utils/data/datapipes/iter/grouping.py:31 in public class `BatcherIterDataPipe`: D400: First line should end with a period (not 's') torch/utils/data/datapipes/iter/grouping.py:55 in public method `__init__`: D107: Missing docstring in __init__ torch/utils/data/datapipes/iter/grouping.py:68 in public method `__iter__`: D105: Missing docstring in magic method torch/utils/data/datapipes/iter/grouping.py:79 in public method `__len__`: D105: Missing docstring in magic method torch/utils/data/datapipes/iter/grouping.py:91 in public class `UnBatcherIterDataPipe`: D205: 1 blank line required between summary line and description (found 0) torch/utils/data/datapipes/iter/grouping.py:91 in public class `UnBatcherIterDataPipe`: D400: First line should end with a period (not 'l') torch/utils/data/datapipes/iter/grouping.py:112 in public method `__init__`: D107: Missing docstring in __init__ torch/utils/data/datapipes/iter/grouping.py:118 in public method `__iter__`: D105: Missing docstring in magic method torch/utils/data/datapipes/iter/grouping.py:143 in public class `GrouperIterDataPipe`: D204: 1 blank line required after class docstring (found 0) torch/utils/data/datapipes/iter/grouping.py:143 in public class `GrouperIterDataPipe`: D205: 1 blank line required between summary line and description (found 0) torch/utils/data/datapipes/iter/grouping.py:143 in public class `GrouperIterDataPipe`: D400: First line should end with a period (not ',') torch/utils/data/datapipes/iter/grouping.py:185 in public method `__init__`: D107: Missing docstring in __init__ torch/utils/data/datapipes/iter/grouping.py:233 in public method `__iter__`: D105: Missing docstring in magic method torch/utils/data/datapipes/iter/grouping.py:257 in public method `reset`: D102: Missing docstring in public method torch/utils/data/datapipes/iter/grouping.py:261 in public method `__getstate__`: D105: Missing docstring in magic method torch/utils/data/datapipes/iter/grouping.py:278 in public method `__setstate__`: D105: Missing docstring in magic method torch/utils/data/datapipes/iter/grouping.py:294 in public method `__del__`: D105: Missing docstring in magic method torch/utils/data/datapipes/iter/routeddecoder.py:1 at module level: D100: Missing docstring in public module torch/utils/data/datapipes/iter/routeddecoder.py:19 in public class `RoutedDecoderIterDataPipe`: D205: 1 blank line required between summary line and description (found 0) torch/utils/data/datapipes/iter/routeddecoder.py:19 in public class `RoutedDecoderIterDataPipe`: D400: First line should end with a period (not 'a') torch/utils/data/datapipes/iter/routeddecoder.py:37 in public method `__init__`: D107: Missing docstring in __init__ torch/utils/data/datapipes/iter/routeddecoder.py:53 in public method `add_handler`: D102: Missing docstring in public method torch/utils/data/datapipes/iter/routeddecoder.py:56 in public method `__iter__`: D105: Missing docstring in magic method torch/utils/data/datapipes/iter/routeddecoder.py:62 in public method `__len__`: D105: Missing docstring in magic method torch/utils/data/datapipes/iter/selecting.py:1 at module level: D100: Missing docstring in public module torch/utils/data/datapipes/iter/selecting.py:21 in public class `FilterIterDataPipe`: D204: 1 blank line required after class docstring (found 0) torch/utils/data/datapipes/iter/selecting.py:46 in public method `__init__`: D107: Missing docstring in __init__ torch/utils/data/datapipes/iter/selecting.py:70 in public method `__iter__`: D105: Missing docstring in magic method torch/utils/data/datapipes/iter/sharding.py:1 at module level: D100: Missing docstring in public module torch/utils/data/datapipes/iter/sharding.py:17 in public class `SHARDING_PRIORITIES`: D101: Missing docstring in public class torch/utils/data/datapipes/iter/sharding.py:30 in public class `ShardingFilterIterDataPipe`: D205: 1 blank line required between summary line and description (found 0) torch/utils/data/datapipes/iter/sharding.py:30 in public class `ShardingFilterIterDataPipe`: D400: First line should end with a period (not 's') torch/utils/data/datapipes/iter/sharding.py:39 in public method `__init__`: D107: Missing docstring in __init__ torch/utils/data/datapipes/iter/sharding.py:47 in public method `apply_sharding`: D102: Missing docstring in public method torch/utils/data/datapipes/iter/sharding.py:74 in public method `__iter__`: D105: Missing docstring in magic method torch/utils/data/datapipes/iter/sharding.py:79 in public method `__len__`: D105: Missing docstring in magic method torch/utils/data/datapipes/iter/streamreader.py:1 at module level: D100: Missing docstring in public module torch/utils/data/datapipes/iter/streamreader.py:10 in public class `StreamReaderIterDataPipe`: D204: 1 blank line required after class docstring (found 0) torch/utils/data/datapipes/iter/streamreader.py:10 in public class `StreamReaderIterDataPipe`: D205: 1 blank line required between summary line and description (found 0) torch/utils/data/datapipes/iter/streamreader.py:10 in public class `StreamReaderIterDataPipe`: D400: First line should end with a period (not 'l') torch/utils/data/datapipes/iter/streamreader.py:27 in public method `__init__`: D107: Missing docstring in __init__ torch/utils/data/datapipes/iter/streamreader.py:31 in public method `__iter__`: D105: Missing docstring in magic method torch/utils/data/datapipes/iter/utils.py:1 at module level: D100: Missing docstring in public module torch/utils/data/datapipes/iter/utils.py:9 in public class `IterableWrapperIterDataPipe`: D204: 1 blank line required after class docstring (found 0) torch/utils/data/datapipes/iter/utils.py:29 in public method `__init__`: D107: Missing docstring in __init__ torch/utils/data/datapipes/iter/utils.py:33 in public method `__iter__`: D105: Missing docstring in magic method torch/utils/data/datapipes/iter/utils.py:49 in public method `__len__`: D105: Missing docstring in magic method torch/utils/data/datapipes/map/callable.py:1 at module level: D100: Missing docstring in public module torch/utils/data/datapipes/map/callable.py:14 in public function `default_fn`: D103: Missing docstring in public function torch/utils/data/datapipes/map/callable.py:20 in public class `MapperMapDataPipe`: D204: 1 blank line required after class docstring (found 0) torch/utils/data/datapipes/map/callable.py:20 in public class `MapperMapDataPipe`: D205: 1 blank line required between summary line and description (found 0) torch/utils/data/datapipes/map/callable.py:45 in public method `__init__`: D107: Missing docstring in __init__ torch/utils/data/datapipes/map/callable.py:55 in public method `__len__`: D105: Missing docstring in magic method torch/utils/data/datapipes/map/callable.py:58 in public method `__getitem__`: D105: Missing docstring in magic method torch/utils/data/datapipes/map/combinatorics.py:1 at module level: D100: Missing docstring in public module torch/utils/data/datapipes/map/combinatorics.py:15 in public class `ShufflerIterDataPipe`: D204: 1 blank line required after class docstring (found 0) torch/utils/data/datapipes/map/combinatorics.py:55 in public method `__init__`: D107: Missing docstring in __init__ torch/utils/data/datapipes/map/combinatorics.py:68 in public method `set_shuffle`: D102: Missing docstring in public method torch/utils/data/datapipes/map/combinatorics.py:72 in public method `set_seed`: D102: Missing docstring in public method torch/utils/data/datapipes/map/combinatorics.py:76 in public method `__iter__`: D105: Missing docstring in magic method torch/utils/data/datapipes/map/combinatorics.py:85 in public method `reset`: D102: Missing docstring in public method torch/utils/data/datapipes/map/combinatorics.py:92 in public method `__len__`: D105: Missing docstring in magic method torch/utils/data/datapipes/map/combinatorics.py:95 in public method `__getstate__`: D105: Missing docstring in magic method torch/utils/data/datapipes/map/combinatorics.py:110 in public method `__setstate__`: D105: Missing docstring in magic method torch/utils/data/datapipes/map/combining.py:1 at module level: D100: Missing docstring in public module torch/utils/data/datapipes/map/combining.py:12 in public class `ConcaterMapDataPipe`: D204: 1 blank line required after class docstring (found 0) torch/utils/data/datapipes/map/combining.py:12 in public class `ConcaterMapDataPipe`: D205: 1 blank line required between summary line and description (found 0) torch/utils/data/datapipes/map/combining.py:34 in public method `__init__`: D107: Missing docstring in __init__ torch/utils/data/datapipes/map/combining.py:43 in public method `__getitem__`: D105: Missing docstring in magic method torch/utils/data/datapipes/map/combining.py:52 in public method `__len__`: D105: Missing docstring in magic method torch/utils/data/datapipes/map/combining.py:58 in public class `ZipperMapDataPipe`: D204: 1 blank line required after class docstring (found 0) torch/utils/data/datapipes/map/combining.py:58 in public class `ZipperMapDataPipe`: D205: 1 blank line required between summary line and description (found 0) torch/utils/data/datapipes/map/combining.py:76 in public method `__init__`: D107: Missing docstring in __init__ torch/utils/data/datapipes/map/combining.py:85 in public method `__getitem__`: D105: Missing docstring in magic method torch/utils/data/datapipes/map/combining.py:94 in public method `__len__`: D105: Missing docstring in magic method torch/utils/data/datapipes/map/grouping.py:1 at module level: D100: Missing docstring in public module torch/utils/data/datapipes/map/grouping.py:12 in public class `BatcherMapDataPipe`: D204: 1 blank line required after class docstring (found 0) torch/utils/data/datapipes/map/grouping.py:12 in public class `BatcherMapDataPipe`: D205: 1 blank line required between summary line and description (found 0) torch/utils/data/datapipes/map/grouping.py:12 in public class `BatcherMapDataPipe`: D400: First line should end with a period (not 's') torch/utils/data/datapipes/map/grouping.py:34 in public method `__init__`: D107: Missing docstring in __init__ torch/utils/data/datapipes/map/grouping.py:47 in public method `__getitem__`: D105: Missing docstring in magic method torch/utils/data/datapipes/map/grouping.py:60 in public method `__len__`: D105: Missing docstring in magic method torch/utils/data/datapipes/map/utils.py:1 at module level: D100: Missing docstring in public module torch/utils/data/datapipes/map/utils.py:9 in public class `SequenceWrapperMapDataPipe`: D204: 1 blank line required after class docstring (found 0) torch/utils/data/datapipes/map/utils.py:32 in public method `__init__`: D107: Missing docstring in __init__ torch/utils/data/datapipes/map/utils.py:45 in public method `__getitem__`: D105: Missing docstring in magic method torch/utils/data/datapipes/map/utils.py:48 in public method `__len__`: D105: Missing docstring in magic method torch/utils/data/datapipes/utils/common.py:1 at module level: D100: Missing docstring in public module torch/utils/data/datapipes/utils/common.py:26 in public function `validate_input_col`: D400: First line should end with a period (not 'n') torch/utils/data/datapipes/utils/common.py:26 in public function `validate_input_col`: D401: First line should be in imperative mood (perhaps 'Check', not 'Checks') torch/utils/data/datapipes/utils/common.py:127 in private function `_check_unpickable_fn`: D205: 1 blank line required between summary line and description (found 0) torch/utils/data/datapipes/utils/common.py:127 in private function `_check_unpickable_fn`: D400: First line should end with a period (not 'g') torch/utils/data/datapipes/utils/common.py:127 in private function `_check_unpickable_fn`: D401: First line should be in imperative mood (perhaps 'Check', not 'Checks') torch/utils/data/datapipes/utils/common.py:156 in public function `match_masks`: D103: Missing docstring in public function torch/utils/data/datapipes/utils/common.py:170 in public function `get_file_pathnames_from_root`: D103: Missing docstring in public function torch/utils/data/datapipes/utils/common.py:207 in public function `get_file_binaries_from_pathnames`: D103: Missing docstring in public function torch/utils/data/datapipes/utils/common.py:220 in public function `validate_pathname_binary_tuple`: D103: Missing docstring in public function torch/utils/data/datapipes/utils/common.py:290 in public class `StreamWrapper`: D204: 1 blank line required after class docstring (found 0) torch/utils/data/datapipes/utils/common.py:290 in public class `StreamWrapper`: D205: 1 blank line required between summary line and description (found 0) torch/utils/data/datapipes/utils/common.py:290 in public class `StreamWrapper`: D400: First line should end with a period (not 'y') torch/utils/data/datapipes/utils/common.py:298 in public method `__init__`: D107: Missing docstring in __init__ torch/utils/data/datapipes/utils/common.py:315 in public method `close_streams`: D200: One-line docstring should fit on one line with quotes (found 3) torch/utils/data/datapipes/utils/common.py:331 in public method `__getattr__`: D105: Missing docstring in magic method torch/utils/data/datapipes/utils/common.py:335 in public method `close`: D102: Missing docstring in public method torch/utils/data/datapipes/utils/common.py:351 in public method `autoclose`: D205: 1 blank line required between summary line and description (found 0) torch/utils/data/datapipes/utils/common.py:351 in public method `autoclose`: D400: First line should end with a period (not 's') torch/utils/data/datapipes/utils/common.py:359 in public method `__dir__`: D105: Missing docstring in magic method torch/utils/data/datapipes/utils/common.py:364 in public method `__del__`: D105: Missing docstring in magic method torch/utils/data/datapipes/utils/common.py:368 in public method `__iter__`: D105: Missing docstring in magic method torch/utils/data/datapipes/utils/common.py:371 in public method `__next__`: D105: Missing docstring in magic method torch/utils/data/datapipes/utils/common.py:374 in public method `__repr__`: D105: Missing docstring in magic method torch/utils/data/datapipes/utils/common.py:380 in public method `__getstate__`: D105: Missing docstring in magic method torch/utils/data/datapipes/utils/common.py:383 in public method `__setstate__`: D105: Missing docstring in magic method torch/utils/data/datapipes/utils/decoder.py:1 at module level: D100: Missing docstring in public module torch/utils/data/datapipes/utils/decoder.py:31 in public function `basichandlers`: D103: Missing docstring in public function torch/utils/data/datapipes/utils/decoder.py:87 in public function `handle_extension`: D202: No blank lines allowed after function docstring (found 1) torch/utils/data/datapipes/utils/decoder.py:87 in public function `handle_extension`: D205: 1 blank line required between summary line and description (found 0) torch/utils/data/datapipes/utils/decoder.py:87 in public function `handle_extension`: D401: First line should be in imperative mood (perhaps 'Return', not 'Returns') torch/utils/data/datapipes/utils/decoder.py:115 in public class `ImageHandler`: D204: 1 blank line required after class docstring (found 0) torch/utils/data/datapipes/utils/decoder.py:115 in public class `ImageHandler`: D205: 1 blank line required between summary line and description (found 0) torch/utils/data/datapipes/utils/decoder.py:139 in public method `__init__`: D107: Missing docstring in __init__ torch/utils/data/datapipes/utils/decoder.py:143 in public method `__call__`: D102: Missing docstring in public method torch/utils/data/datapipes/utils/decoder.py:187 in public function `imagehandler`: D103: Missing docstring in public function torch/utils/data/datapipes/utils/decoder.py:194 in public function `videohandler`: D103: Missing docstring in public function torch/utils/data/datapipes/utils/decoder.py:215 in public function `audiohandler`: D103: Missing docstring in public function torch/utils/data/datapipes/utils/decoder.py:236 in public class `MatHandler`: D101: Missing docstring in public class torch/utils/data/datapipes/utils/decoder.py:237 in public method `__init__`: D107: Missing docstring in __init__ torch/utils/data/datapipes/utils/decoder.py:247 in public method `__call__`: D102: Missing docstring in public method torch/utils/data/datapipes/utils/decoder.py:253 in public function `mathandler`: D103: Missing docstring in public function torch/utils/data/datapipes/utils/decoder.py:261 in public function `extension_extract_fn`: D103: Missing docstring in public function torch/utils/data/datapipes/utils/decoder.py:270 in public class `Decoder`: D205: 1 blank line required between summary line and description (found 0) torch/utils/data/datapipes/utils/decoder.py:276 in public method `__init__`: D107: Missing docstring in __init__ torch/utils/data/datapipes/utils/decoder.py:282 in public method `add_handler`: D102: Missing docstring in public method torch/utils/data/datapipes/utils/decoder.py:292 in public method `decode1`: D102: Missing docstring in public method torch/utils/data/datapipes/utils/decoder.py:309 in public method `decode`: D102: Missing docstring in public method torch/utils/data/datapipes/utils/decoder.py:326 in public method `__call__`: D102: Missing docstring in public method torch/utils/data/datapipes/utils/snapshot.py:1 at module level: D100: Missing docstring in public module torch/utils/data/datapipes/utils/snapshot.py:11 in private function `_simple_graph_snapshot_restoration`: D205: 1 blank line required between summary line and description (found 0) torch/utils/data/datapipes/utils/snapshot.py:11 in private function `_simple_graph_snapshot_restoration`: D400: First line should end with a period (not ',') torch/utils/data/datapipes/utils/snapshot.py:11 in private function `_simple_graph_snapshot_restoration`: D401: First line should be in imperative mood; try rephrasing (found 'This') torch/utils/tensorboard/_convert_np.py:1 at module level: D200: One-line docstring should fit on one line with quotes (found 3) torch/utils/tensorboard/_convert_np.py:9 in public function `make_np`: D205: 1 blank line required between summary line and description (found 0) torch/utils/tensorboard/_convert_np.py:9 in public function `make_np`: D400: First line should end with a period (not ':') 265 ``` After: 166 ``` torch/utils/data/datapipes/dataframe/structures.py:1 at module level: D100: Missing docstring in public module torch/utils/data/datapipes/dataframe/structures.py:10 in public method `__iter__`: D105: Missing docstring in magic method torch/utils/data/datapipes/dataframe/structures.py:14 in public method `__len__`: D105: Missing docstring in magic method torch/utils/data/datapipes/datapipe.py:1 at module level: D100: Missing docstring in public module torch/utils/data/datapipes/datapipe.py:120 in public method `__iter__`: D105: Missing docstring in magic method torch/utils/data/datapipes/datapipe.py:123 in public method `__getattr__`: D105: Missing docstring in magic method torch/utils/data/datapipes/datapipe.py:136 in public method `register_function`: D102: Missing docstring in public method torch/utils/data/datapipes/datapipe.py:140 in public method `register_datapipe_as_function`: D102: Missing docstring in public method torch/utils/data/datapipes/datapipe.py:173 in public method `__reduce_ex__`: D105: Missing docstring in magic method torch/utils/data/datapipes/datapipe.py:182 in public method `set_getstate_hook`: D102: Missing docstring in public method torch/utils/data/datapipes/datapipe.py:188 in public method `set_reduce_ex_hook`: D102: Missing docstring in public method torch/utils/data/datapipes/datapipe.py:193 in public method `__repr__`: D105: Missing docstring in magic method torch/utils/data/datapipes/datapipe.py:199 in public method `__str__`: D105: Missing docstring in magic method torch/utils/data/datapipes/datapipe.py:205 in public method `__dir__`: D105: Missing docstring in magic method torch/utils/data/datapipes/datapipe.py:221 in public class `DFIterDataPipe`: D101: Missing docstring in public class torch/utils/data/datapipes/datapipe.py:266 in public method `__getattr__`: D105: Missing docstring in magic method torch/utils/data/datapipes/datapipe.py:279 in public method `register_function`: D102: Missing docstring in public method torch/utils/data/datapipes/datapipe.py:283 in public method `register_datapipe_as_function`: D102: Missing docstring in public method torch/utils/data/datapipes/datapipe.py:309 in public method `__reduce_ex__`: D105: Missing docstring in magic method torch/utils/data/datapipes/datapipe.py:318 in public method `set_getstate_hook`: D102: Missing docstring in public method torch/utils/data/datapipes/datapipe.py:324 in public method `set_reduce_ex_hook`: D102: Missing docstring in public method torch/utils/data/datapipes/datapipe.py:329 in public method `__repr__`: D105: Missing docstring in magic method torch/utils/data/datapipes/datapipe.py:335 in public method `__str__`: D105: Missing docstring in magic method torch/utils/data/datapipes/datapipe.py:341 in public method `__dir__`: D105: Missing docstring in magic method torch/utils/data/datapipes/datapipe.py:398 in public class `DataChunk`: D101: Missing docstring in public class torch/utils/data/datapipes/datapipe.py:399 in public method `__init__`: D107: Missing docstring in __init__ torch/utils/data/datapipes/datapipe.py:403 in public method `as_str`: D102: Missing docstring in public method torch/utils/data/datapipes/datapipe.py:407 in public method `__iter__`: D105: Missing docstring in magic method torch/utils/data/datapipes/datapipe.py:410 in public method `raw_iterator`: D102: Missing docstring in public method torch/utils/data/datapipes/iter/callable.py:1 at module level: D100: Missing docstring in public module torch/utils/data/datapipes/iter/callable.py:65 in public method `__init__`: D107: Missing docstring in __init__ torch/utils/data/datapipes/iter/callable.py:123 in public method `__iter__`: D105: Missing docstring in magic method torch/utils/data/datapipes/iter/callable.py:127 in public method `__len__`: D105: Missing docstring in magic method torch/utils/data/datapipes/iter/callable.py:216 in public method `__init__`: D107: Missing docstring in __init__ torch/utils/data/datapipes/iter/combinatorics.py:1 at module level: D100: Missing docstring in public module torch/utils/data/datapipes/iter/combinatorics.py:30 in public method `__init__`: D107: Missing docstring in __init__ torch/utils/data/datapipes/iter/combinatorics.py:45 in public method `__iter__`: D105: Missing docstring in magic method torch/utils/data/datapipes/iter/combinatorics.py:48 in public method `__len__`: D105: Missing docstring in magic method torch/utils/data/datapipes/iter/combinatorics.py:97 in public method `__init__`: D107: Missing docstring in __init__ torch/utils/data/datapipes/iter/combinatorics.py:117 in public method `set_shuffle`: D102: Missing docstring in public method torch/utils/data/datapipes/iter/combinatorics.py:121 in public method `set_seed`: D102: Missing docstring in public method torch/utils/data/datapipes/iter/combinatorics.py:125 in public method `__iter__`: D105: Missing docstring in magic method torch/utils/data/datapipes/iter/combinatorics.py:140 in public method `__len__`: D105: Missing docstring in magic method torch/utils/data/datapipes/iter/combinatorics.py:145 in public method `reset`: D102: Missing docstring in public method torch/utils/data/datapipes/iter/combinatorics.py:153 in public method `__getstate__`: D105: Missing docstring in magic method torch/utils/data/datapipes/iter/combinatorics.py:168 in public method `__setstate__`: D105: Missing docstring in magic method torch/utils/data/datapipes/iter/combinatorics.py:182 in public method `__del__`: D105: Missing docstring in magic method torch/utils/data/datapipes/iter/combining.py:1 at module level: D100: Missing docstring in public module torch/utils/data/datapipes/iter/combining.py:46 in public method `__init__`: D107: Missing docstring in __init__ torch/utils/data/datapipes/iter/combining.py:53 in public method `__iter__`: D105: Missing docstring in magic method torch/utils/data/datapipes/iter/combining.py:57 in public method `__len__`: D105: Missing docstring in magic method torch/utils/data/datapipes/iter/combining.py:95 in public method `__new__`: D102: Missing docstring in public method torch/utils/data/datapipes/iter/combining.py:388 in public method `__new__`: D102: Missing docstring in public method torch/utils/data/datapipes/iter/combining.py:556 in public method `__init__`: D107: Missing docstring in __init__ torch/utils/data/datapipes/iter/combining.py:560 in public method `__iter__`: D105: Missing docstring in magic method torch/utils/data/datapipes/iter/combining.py:573 in public method `__len__`: D105: Missing docstring in magic method torch/utils/data/datapipes/iter/combining.py:579 in public method `reset`: D102: Missing docstring in public method torch/utils/data/datapipes/iter/combining.py:582 in public method `__getstate__`: D105: Missing docstring in magic method torch/utils/data/datapipes/iter/combining.py:592 in public method `__setstate__`: D105: Missing docstring in magic method torch/utils/data/datapipes/iter/combining.py:600 in public method `__del__`: D105: Missing docstring in magic method torch/utils/data/datapipes/iter/combining.py:624 in public method `__init__`: D107: Missing docstring in __init__ torch/utils/data/datapipes/iter/combining.py:631 in public method `__iter__`: D105: Missing docstring in magic method torch/utils/data/datapipes/iter/combining.py:635 in public method `__len__`: D105: Missing docstring in magic method torch/utils/data/datapipes/iter/filelister.py:1 at module level: D100: Missing docstring in public module torch/utils/data/datapipes/iter/filelister.py:37 in public method `__init__`: D107: Missing docstring in __init__ torch/utils/data/datapipes/iter/filelister.py:59 in public method `__iter__`: D105: Missing docstring in magic method torch/utils/data/datapipes/iter/filelister.py:63 in public method `__len__`: D105: Missing docstring in magic method torch/utils/data/datapipes/iter/fileopener.py:1 at module level: D100: Missing docstring in public module torch/utils/data/datapipes/iter/fileopener.py:41 in public method `__init__`: D107: Missing docstring in __init__ torch/utils/data/datapipes/iter/fileopener.py:65 in public method `__iter__`: D105: Missing docstring in magic method torch/utils/data/datapipes/iter/fileopener.py:68 in public method `__len__`: D105: Missing docstring in magic method torch/utils/data/datapipes/iter/grouping.py:1 at module level: D100: Missing docstring in public module torch/utils/data/datapipes/iter/grouping.py:57 in public method `__init__`: D107: Missing docstring in __init__ torch/utils/data/datapipes/iter/grouping.py:70 in public method `__iter__`: D105: Missing docstring in magic method torch/utils/data/datapipes/iter/grouping.py:81 in public method `__len__`: D105: Missing docstring in magic method torch/utils/data/datapipes/iter/grouping.py:115 in public method `__init__`: D107: Missing docstring in __init__ torch/utils/data/datapipes/iter/grouping.py:121 in public method `__iter__`: D105: Missing docstring in magic method torch/utils/data/datapipes/iter/grouping.py:190 in public method `__init__`: D107: Missing docstring in __init__ torch/utils/data/datapipes/iter/grouping.py:238 in public method `__iter__`: D105: Missing docstring in magic method torch/utils/data/datapipes/iter/grouping.py:262 in public method `reset`: D102: Missing docstring in public method torch/utils/data/datapipes/iter/grouping.py:266 in public method `__getstate__`: D105: Missing docstring in magic method torch/utils/data/datapipes/iter/grouping.py:283 in public method `__setstate__`: D105: Missing docstring in magic method torch/utils/data/datapipes/iter/grouping.py:299 in public method `__del__`: D105: Missing docstring in magic method torch/utils/data/datapipes/iter/routeddecoder.py:1 at module level: D100: Missing docstring in public module torch/utils/data/datapipes/iter/routeddecoder.py:38 in public method `__init__`: D107: Missing docstring in __init__ torch/utils/data/datapipes/iter/routeddecoder.py:54 in public method `add_handler`: D102: Missing docstring in public method torch/utils/data/datapipes/iter/routeddecoder.py:57 in public method `__iter__`: D105: Missing docstring in magic method torch/utils/data/datapipes/iter/routeddecoder.py:63 in public method `__len__`: D105: Missing docstring in magic method torch/utils/data/datapipes/iter/selecting.py:1 at module level: D100: Missing docstring in public module torch/utils/data/datapipes/iter/selecting.py:47 in public method `__init__`: D107: Missing docstring in __init__ torch/utils/data/datapipes/iter/selecting.py:71 in public method `__iter__`: D105: Missing docstring in magic method torch/utils/data/datapipes/iter/sharding.py:1 at module level: D100: Missing docstring in public module torch/utils/data/datapipes/iter/sharding.py:17 in public class `SHARDING_PRIORITIES`: D101: Missing docstring in public class torch/utils/data/datapipes/iter/sharding.py:40 in public method `__init__`: D107: Missing docstring in __init__ torch/utils/data/datapipes/iter/sharding.py:48 in public method `apply_sharding`: D102: Missing docstring in public method torch/utils/data/datapipes/iter/sharding.py:75 in public method `__iter__`: D105: Missing docstring in magic method torch/utils/data/datapipes/iter/sharding.py:80 in public method `__len__`: D105: Missing docstring in magic method torch/utils/data/datapipes/iter/streamreader.py:1 at module level: D100: Missing docstring in public module torch/utils/data/datapipes/iter/streamreader.py:29 in public method `__init__`: D107: Missing docstring in __init__ torch/utils/data/datapipes/iter/streamreader.py:33 in public method `__iter__`: D105: Missing docstring in magic method torch/utils/data/datapipes/iter/utils.py:1 at module level: D100: Missing docstring in public module torch/utils/data/datapipes/iter/utils.py:30 in public method `__init__`: D107: Missing docstring in __init__ torch/utils/data/datapipes/iter/utils.py:34 in public method `__iter__`: D105: Missing docstring in magic method torch/utils/data/datapipes/iter/utils.py:50 in public method `__len__`: D105: Missing docstring in magic method torch/utils/data/datapipes/map/callable.py:1 at module level: D100: Missing docstring in public module torch/utils/data/datapipes/map/callable.py:14 in public function `default_fn`: D103: Missing docstring in public function torch/utils/data/datapipes/map/callable.py:47 in public method `__init__`: D107: Missing docstring in __init__ torch/utils/data/datapipes/map/callable.py:57 in public method `__len__`: D105: Missing docstring in magic method torch/utils/data/datapipes/map/callable.py:60 in public method `__getitem__`: D105: Missing docstring in magic method torch/utils/data/datapipes/map/combinatorics.py:1 at module level: D100: Missing docstring in public module torch/utils/data/datapipes/map/combinatorics.py:56 in public method `__init__`: D107: Missing docstring in __init__ torch/utils/data/datapipes/map/combinatorics.py:69 in public method `set_shuffle`: D102: Missing docstring in public method torch/utils/data/datapipes/map/combinatorics.py:73 in public method `set_seed`: D102: Missing docstring in public method torch/utils/data/datapipes/map/combinatorics.py:77 in public method `__iter__`: D105: Missing docstring in magic method torch/utils/data/datapipes/map/combinatorics.py:86 in public method `reset`: D102: Missing docstring in public method torch/utils/data/datapipes/map/combinatorics.py:93 in public method `__len__`: D105: Missing docstring in magic method torch/utils/data/datapipes/map/combinatorics.py:96 in public method `__getstate__`: D105: Missing docstring in magic method torch/utils/data/datapipes/map/combinatorics.py:111 in public method `__setstate__`: D105: Missing docstring in magic method torch/utils/data/datapipes/map/combining.py:1 at module level: D100: Missing docstring in public module torch/utils/data/datapipes/map/combining.py:36 in public method `__init__`: D107: Missing docstring in __init__ torch/utils/data/datapipes/map/combining.py:45 in public method `__getitem__`: D105: Missing docstring in magic method torch/utils/data/datapipes/map/combining.py:54 in public method `__len__`: D105: Missing docstring in magic method torch/utils/data/datapipes/map/combining.py:80 in public method `__init__`: D107: Missing docstring in __init__ torch/utils/data/datapipes/map/combining.py:89 in public method `__getitem__`: D105: Missing docstring in magic method torch/utils/data/datapipes/map/combining.py:98 in public method `__len__`: D105: Missing docstring in magic method torch/utils/data/datapipes/map/grouping.py:1 at module level: D100: Missing docstring in public module torch/utils/data/datapipes/map/grouping.py:36 in public method `__init__`: D107: Missing docstring in __init__ torch/utils/data/datapipes/map/grouping.py:49 in public method `__getitem__`: D105: Missing docstring in magic method torch/utils/data/datapipes/map/grouping.py:62 in public method `__len__`: D105: Missing docstring in magic method torch/utils/data/datapipes/map/utils.py:1 at module level: D100: Missing docstring in public module torch/utils/data/datapipes/map/utils.py:33 in public method `__init__`: D107: Missing docstring in __init__ torch/utils/data/datapipes/map/utils.py:46 in public method `__getitem__`: D105: Missing docstring in magic method torch/utils/data/datapipes/map/utils.py:49 in public method `__len__`: D105: Missing docstring in magic method torch/utils/data/datapipes/utils/common.py:1 at module level: D100: Missing docstring in public module torch/utils/data/datapipes/utils/common.py:157 in public function `match_masks`: D103: Missing docstring in public function torch/utils/data/datapipes/utils/common.py:171 in public function `get_file_pathnames_from_root`: D103: Missing docstring in public function torch/utils/data/datapipes/utils/common.py:208 in public function `get_file_binaries_from_pathnames`: D103: Missing docstring in public function torch/utils/data/datapipes/utils/common.py:221 in public function `validate_pathname_binary_tuple`: D103: Missing docstring in public function torch/utils/data/datapipes/utils/common.py:300 in public method `__init__`: D107: Missing docstring in __init__ torch/utils/data/datapipes/utils/common.py:331 in public method `__getattr__`: D105: Missing docstring in magic method torch/utils/data/datapipes/utils/common.py:335 in public method `close`: D102: Missing docstring in public method torch/utils/data/datapipes/utils/common.py:356 in public method `__dir__`: D105: Missing docstring in magic method torch/utils/data/datapipes/utils/common.py:361 in public method `__del__`: D105: Missing docstring in magic method torch/utils/data/datapipes/utils/common.py:365 in public method `__iter__`: D105: Missing docstring in magic method torch/utils/data/datapipes/utils/common.py:368 in public method `__next__`: D105: Missing docstring in magic method torch/utils/data/datapipes/utils/common.py:371 in public method `__repr__`: D105: Missing docstring in magic method torch/utils/data/datapipes/utils/common.py:377 in public method `__getstate__`: D105: Missing docstring in magic method torch/utils/data/datapipes/utils/common.py:380 in public method `__setstate__`: D105: Missing docstring in magic method torch/utils/data/datapipes/utils/decoder.py:1 at module level: D100: Missing docstring in public module torch/utils/data/datapipes/utils/decoder.py:31 in public function `basichandlers`: D103: Missing docstring in public function torch/utils/data/datapipes/utils/decoder.py:141 in public method `__init__`: D107: Missing docstring in __init__ torch/utils/data/datapipes/utils/decoder.py:145 in public method `__call__`: D102: Missing docstring in public method torch/utils/data/datapipes/utils/decoder.py:189 in public function `imagehandler`: D103: Missing docstring in public function torch/utils/data/datapipes/utils/decoder.py:196 in public function `videohandler`: D103: Missing docstring in public function torch/utils/data/datapipes/utils/decoder.py:217 in public function `audiohandler`: D103: Missing docstring in public function torch/utils/data/datapipes/utils/decoder.py:238 in public class `MatHandler`: D101: Missing docstring in public class torch/utils/data/datapipes/utils/decoder.py:239 in public method `__init__`: D107: Missing docstring in __init__ torch/utils/data/datapipes/utils/decoder.py:249 in public method `__call__`: D102: Missing docstring in public method torch/utils/data/datapipes/utils/decoder.py:255 in public function `mathandler`: D103: Missing docstring in public function torch/utils/data/datapipes/utils/decoder.py:263 in public function `extension_extract_fn`: D103: Missing docstring in public function torch/utils/data/datapipes/utils/decoder.py:279 in public method `__init__`: D107: Missing docstring in __init__ torch/utils/data/datapipes/utils/decoder.py:285 in public method `add_handler`: D102: Missing docstring in public method torch/utils/data/datapipes/utils/decoder.py:295 in public method `decode1`: D102: Missing docstring in public method torch/utils/data/datapipes/utils/decoder.py:312 in public method `decode`: D102: Missing docstring in public method torch/utils/data/datapipes/utils/decoder.py:329 in public method `__call__`: D102: Missing docstring in public method torch/utils/data/datapipes/utils/snapshot.py:1 at module level: D100: Missing docstring in public module 166 ``` Pull Request resolved: https://github.com/pytorch/pytorch/pull/112765 Approved by: https://github.com/ejguan |
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DongDongBan
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baf3e054e3 |
Fixed an error in the comment of file torch.utils.data.dataloader.py#944 . (#112244)
Fixes #ISSUE_NUMBER @ssnl Pull Request resolved: https://github.com/pytorch/pytorch/pull/112244 Approved by: https://github.com/albanD |