21 Commits

Author SHA1 Message Date
f2cfe8b59f PEP585 update - mostly toplevels (#145178)
See #145101 for details.

Pull Request resolved: https://github.com/pytorch/pytorch/pull/145178
Approved by: https://github.com/bobrenjc93
2025-01-22 02:21:14 +00:00
5c4545f857 [BE][Easy] enable PYFMT for torch/[a-s]*/ (#138447)
Reproduce command:

```bash
ghstack checkout https://github.com/pytorch/pytorch/pull/138447
git checkout HEAD~1 torch/
lintrunner -a --take "PYFMT" --all-files
```

Pull Request resolved: https://github.com/pytorch/pytorch/pull/138447
Approved by: https://github.com/ezyang
2024-12-23 14:04:00 +00:00
c0582fd0f8 Remove unused Python variables in torch/[b-z]* (#136963)
Pull Request resolved: https://github.com/pytorch/pytorch/pull/136963
Approved by: https://github.com/ezyang
2024-10-19 16:45:22 +00:00
62bcdc0ac9 Flip default value for mypy disallow_untyped_defs [4/11] (#127841)
See #127836 for details.

Pull Request resolved: https://github.com/pytorch/pytorch/pull/127841
Approved by: https://github.com/oulgen
2024-06-08 18:36:48 +00:00
fe5d8850e2 Fixed docstring errors in _fuser.py, _state.py, __init__.py, _freeze.py, _async.py, _recursive.py, _tensorboard_vis.py, _trace.py, _await.py, _check.py, _serialization.py, _script.py, annotations.py, _monkeytype_config.py (#113371)
Fixes #113194

docstrings updated.

Here are the outputs with the number before and after:-

1) torch/sparse/__init__.py

Before:
```
/home/ubuntu/Desktop/Docathon/pytorch/torch/sparse/__init__.py:1 at module level:
        D104: Missing docstring in public package
/home/ubuntu/Desktop/Docathon/pytorch/torch/sparse/__init__.py:183 in public function `sum`:
        D205: 1 blank line required between summary line and description (found 0)
/home/ubuntu/Desktop/Docathon/pytorch/torch/sparse/__init__.py:183 in public function `sum`:
        D400: First line should end with a period (not 'n')
/home/ubuntu/Desktop/Docathon/pytorch/torch/sparse/__init__.py:183 in public function `sum`:
        D401: First line should be in imperative mood (perhaps 'Return', not 'Returns')
/home/ubuntu/Desktop/Docathon/pytorch/torch/sparse/__init__.py:391 in public class `check_sparse_tensor_invariants`:
        D207: Docstring is under-indented
/home/ubuntu/Desktop/Docathon/pytorch/torch/sparse/__init__.py:436 in public method `is_enabled`:
        D207: Docstring is under-indented
/home/ubuntu/Desktop/Docathon/pytorch/torch/sparse/__init__.py:436 in public method `is_enabled`:
        D401: First line should be in imperative mood (perhaps 'Return', not 'Returns')
/home/ubuntu/Desktop/Docathon/pytorch/torch/sparse/__init__.py:448 in public method `enable`:
        D207: Docstring is under-indented
/home/ubuntu/Desktop/Docathon/pytorch/torch/sparse/__init__.py:468 in public method `disable`:
        D207: Docstring is under-indented
/home/ubuntu/Desktop/Docathon/pytorch/torch/sparse/__init__.py:475 in public method `__init__`:
        D107: Missing docstring in __init__
/home/ubuntu/Desktop/Docathon/pytorch/torch/sparse/__init__.py:479 in public method `__enter__`:
        D105: Missing docstring in magic method
/home/ubuntu/Desktop/Docathon/pytorch/torch/sparse/__init__.py:486 in public method `__exit__`:
        D105: Missing docstring in magic method
/home/ubuntu/Desktop/Docathon/pytorch/torch/sparse/__init__.py:492 in public method `__call__`:
        D102: Missing docstring in public method
/home/ubuntu/Desktop/Docathon/pytorch/torch/sparse/__init__.py:502 in public function `as_sparse_gradcheck`:
        D205: 1 blank line required between summary line and description (found 0)
/home/ubuntu/Desktop/Docathon/pytorch/torch/sparse/__init__.py:502 in public function `as_sparse_gradcheck`:
        D400: First line should end with a period (not 'l')
/home/ubuntu/Desktop/Docathon/pytorch/torch/sparse/__init__.py:502 in public function `as_sparse_gradcheck`:
        D401: First line should be in imperative mood (perhaps 'Decorate', not 'Decorator')
/home/ubuntu/Desktop/Docathon/pytorch/torch/sparse/__init__.py:518 in private nested function `gradcheck_with_sparse_support`:
        D205: 1 blank line required between summary line and description (found 0)
/home/ubuntu/Desktop/Docathon/pytorch/torch/sparse/__init__.py:518 in private nested function `gradcheck_with_sparse_support`:
        D400: First line should end with a period (not 's')
/home/ubuntu/Desktop/Docathon/pytorch/torch/sparse/__init__.py:518 in private nested function `gradcheck_with_sparse_support`:
        D401: First line should be in imperative mood; try rephrasing (found 'Same')
/home/ubuntu/Desktop/Docathon/pytorch/torch/sparse/__init__.py:528 in private nested function `convert_to_strided_representation`:
        D205: 1 blank line required between summary line and description (found 0)
/home/ubuntu/Desktop/Docathon/pytorch/torch/sparse/__init__.py:528 in private nested function `convert_to_strided_representation`:
        D400: First line should end with a period (not 'n')
/home/ubuntu/Desktop/Docathon/pytorch/torch/sparse/__init__.py:559 in private nested function `restore_from_strided_representation`:
        D205: 1 blank line required between summary line and description (found 0)
/home/ubuntu/Desktop/Docathon/pytorch/torch/sparse/__init__.py:559 in private nested function `restore_from_strided_representation`:
        D400: First line should end with a period (not 'd')
23
```
After:
```
/home/ubuntu/Desktop/Docathon/pytorch/torch/sparse/__init__.py:1 at module level:
        D104: Missing docstring in public package
/home/ubuntu/Desktop/Docathon/pytorch/torch/sparse/__init__.py:476 in public method `__init__`:
        D107: Missing docstring in __init__
/home/ubuntu/Desktop/Docathon/pytorch/torch/sparse/__init__.py:480 in public method `__enter__`:
        D105: Missing docstring in magic method
/home/ubuntu/Desktop/Docathon/pytorch/torch/sparse/__init__.py:487 in public method `__exit__`:
        D105: Missing docstring in magic method
/home/ubuntu/Desktop/Docathon/pytorch/torch/sparse/__init__.py:493 in public method `__call__`:
        D102: Missing docstring in public method
5
```
2) torch/contrib/_tensorboard_vis.py

Before:
```
/home/ubuntu/Desktop/Docathon/pytorch/torch/contrib/_tensorboard_vis.py:21 in public function `dump_tensorboard_summary`:
        D103: Missing docstring in public function
/home/ubuntu/Desktop/Docathon/pytorch/torch/contrib/_tensorboard_vis.py:54 in public function `visualize_graph_executor`:
        D401: First line should be in imperative mood (perhaps 'Append', not 'Appends')
2
```
After:
```
/home/ubuntu/Desktop/Docathon/pytorch/torch/contrib/_tensorboard_vis.py:21 in public function `dump_tensorboard_summary`:
        D103: Missing docstring in public function
1
```
3) torch/jit/_state.py

Before:
```
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_state.py:1 at module level:
        D400: First line should end with a period (not 'e')
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_state.py:20 in public method `__init__`:
        D107: Missing docstring in __init__
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_state.py:25 in public method `parse_env`:
        D102: Missing docstring in public method
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_state.py:41 in public method `__bool__`:
        D105: Missing docstring in magic method
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_state.py:48 in public function `disable`:
        D103: Missing docstring in public function
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_state.py:52 in public function `enable`:
        D103: Missing docstring in public function
6
```
After:
```
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_state.py:20 in public method `__init__`:
        D107: Missing docstring in __init__
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_state.py:25 in public method `parse_env`:
        D102: Missing docstring in public method
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_state.py:41 in public method `__bool__`:
        D105: Missing docstring in magic method
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_state.py:48 in public function `disable`:
        D103: Missing docstring in public function
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_state.py:52 in public function `enable`:
        D103: Missing docstring in public function
5
```
4) torch/jit/_monkeytype_config.py

Before:
```
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_monkeytype_config.py:27 in public function `is_torch_native_class`:
        D103: Missing docstring in public function
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_monkeytype_config.py:40 in public function `get_type`:
        D200: One-line docstring should fit on one line with quotes (found 3)
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_monkeytype_config.py:40 in public function `get_type`:
        D401: First line should be in imperative mood; try rephrasing (found 'Helper')
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_monkeytype_config.py:62 in public function `get_optional_of_element_type`:
        D205: 1 blank line required between summary line and description (found 0)
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_monkeytype_config.py:62 in public function `get_optional_of_element_type`:
        D400: First line should end with a period (not 'l')
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_monkeytype_config.py:62 in public function `get_optional_of_element_type`:
        D401: First line should be in imperative mood; try rephrasing (found 'Helper')
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_monkeytype_config.py:75 in public function `get_qualified_name`:
        D103: Missing docstring in public function
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_monkeytype_config.py:84 in public method `__init__`:
        D107: Missing docstring in __init__
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_monkeytype_config.py:87 in public method `log`:
        D102: Missing docstring in public method
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_monkeytype_config.py:90 in public class `JitTypeTraceStore`:
        D101: Missing docstring in public class
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_monkeytype_config.py:91 in public method `__init__`:
        D107: Missing docstring in __init__
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_monkeytype_config.py:98 in public method `add`:
        D102: Missing docstring in public method
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_monkeytype_config.py:103 in public method `filter`:
        D102: Missing docstring in public method
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_monkeytype_config.py:111 in public method `analyze`:
        D102: Missing docstring in public method
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_monkeytype_config.py:122 in public method `consolidate_types`:
        D102: Missing docstring in public method
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_monkeytype_config.py:139 in public method `get_args_types`:
        D102: Missing docstring in public method
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_monkeytype_config.py:142 in public class `JitTypeTraceConfig`:
        D101: Missing docstring in public class
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_monkeytype_config.py:143 in public method `__init__`:
        D107: Missing docstring in __init__
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_monkeytype_config.py:148 in public method `trace_logger`:
        D205: 1 blank line required between summary line and description (found 0)
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_monkeytype_config.py:148 in public method `trace_logger`:
        D400: First line should end with a period (not 'd')
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_monkeytype_config.py:148 in public method `trace_logger`:
        D401: First line should be in imperative mood (perhaps 'Return', not 'Returns')
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_monkeytype_config.py:154 in public method `trace_store`:
        D102: Missing docstring in public method
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_monkeytype_config.py:157 in public method `code_filter`:
        D102: Missing docstring in public method
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_monkeytype_config.py:163 in public class `JitTypeTraceStoreLogger`:
        D101: Missing docstring in public class
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_monkeytype_config.py:164 in public method `__init__`:
        D107: Missing docstring in __init__
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_monkeytype_config.py:167 in public class `JitTypeTraceStore`:
        D101: Missing docstring in public class
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_monkeytype_config.py:168 in public method `__init__`:
        D107: Missing docstring in __init__
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_monkeytype_config.py:171 in public class `JitTypeTraceConfig`:
        D101: Missing docstring in public class
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_monkeytype_config.py:172 in public method `__init__`:
        D107: Missing docstring in __init__
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_monkeytype_config.py:179 in public function `jit_code_filter`:
        D205: 1 blank line required between summary line and description (found 0)
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_monkeytype_config.py:179 in public function `jit_code_filter`:
        D401: First line should be in imperative mood; try rephrasing (found 'Custom')
31
```
After:
```
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_monkeytype_config.py:27 in public function `is_torch_native_class`:
        D103: Missing docstring in public function
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_monkeytype_config.py:74 in public function `get_qualified_name`:
        D103: Missing docstring in public function
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_monkeytype_config.py:83 in public method `__init__`:
        D107: Missing docstring in __init__
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_monkeytype_config.py:86 in public method `log`:
        D102: Missing docstring in public method
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_monkeytype_config.py:89 in public class `JitTypeTraceStore`:
        D101: Missing docstring in public class
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_monkeytype_config.py:90 in public method `__init__`:
        D107: Missing docstring in __init__
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_monkeytype_config.py:97 in public method `add`:
        D102: Missing docstring in public method
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_monkeytype_config.py:102 in public method `filter`:
        D102: Missing docstring in public method
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_monkeytype_config.py:110 in public method `analyze`:
        D102: Missing docstring in public method
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_monkeytype_config.py:121 in public method `consolidate_types`:
        D102: Missing docstring in public method
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_monkeytype_config.py:138 in public method `get_args_types`:
        D102: Missing docstring in public method
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_monkeytype_config.py:141 in public class `JitTypeTraceConfig`:
        D101: Missing docstring in public class
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_monkeytype_config.py:142 in public method `__init__`:
        D107: Missing docstring in __init__
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_monkeytype_config.py:150 in public method `trace_store`:
        D102: Missing docstring in public method
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_monkeytype_config.py:153 in public method `code_filter`:
        D102: Missing docstring in public method
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_monkeytype_config.py:159 in public class `JitTypeTraceStoreLogger`:
        D101: Missing docstring in public class
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_monkeytype_config.py:160 in public method `__init__`:
        D107: Missing docstring in __init__
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_monkeytype_config.py:163 in public class `JitTypeTraceStore`:
        D101: Missing docstring in public class
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_monkeytype_config.py:164 in public method `__init__`:
        D107: Missing docstring in __init__
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_monkeytype_config.py:167 in public class `JitTypeTraceConfig`:
        D101: Missing docstring in public class
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_monkeytype_config.py:168 in public method `__init__`:
        D107: Missing docstring in __init__
21
```
5) torch/jit/_fuser.py

Before:
```
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_fuser.py:9 in public function `optimized_execution`:
        D205: 1 blank line required between summary line and description (found 0)
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_fuser.py:9 in public function `optimized_execution`:
        D400: First line should end with a period (not 'n')
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_fuser.py:9 in public function `optimized_execution`:
        D401: First line should be in imperative mood; try rephrasing (found 'A')
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_fuser.py:23 in public function `fuser`:
        D205: 1 blank line required between summary line and description (found 0)
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_fuser.py:23 in public function `fuser`:
        D400: First line should end with a period (not 'n')
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_fuser.py:23 in public function `fuser`:
        D401: First line should be in imperative mood; try rephrasing (found 'A')
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_fuser.py:136 in public function `set_fusion_strategy`:
        D401: First line should be in imperative mood (perhaps 'Set', not 'Sets')
7
```
After:
```
0
```
6) torch/jit/_async.py

Before:
```
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_async.py:1 at module level:
        D205: 1 blank line required between summary line and description (found 0)
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_async.py:1 at module level:
        D400: First line should end with a period (not 'I')
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_async.py:20 in public function `fork`:
        D205: 1 blank line required between summary line and description (found 0)
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_async.py:20 in public function `fork`:
        D400: First line should end with a period (not 'e')
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_async.py:20 in public function `fork`:
        D401: First line should be in imperative mood (perhaps 'Create', not 'Creates')
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_async.py:88 in public function `wait`:
        D205: 1 blank line required between summary line and description (found 0)
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_async.py:88 in public function `wait`:
        D400: First line should end with a period (not 'e')
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_async.py:88 in public function `wait`:
        D401: First line should be in imperative mood (perhaps 'Force', not 'Forces')
8
```
After:
```
0
```
7) torch/jit/_await.py

Before:
```
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_await.py:11 in private function `_awaitable`:
        D205: 1 blank line required between summary line and description (found 0)
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_await.py:11 in private function `_awaitable`:
        D400: First line should end with a period (not ',')
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_await.py:11 in private function `_awaitable`:
        D401: First line should be in imperative mood (perhaps 'Create', not 'Creates')
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_await.py:19 in private function `_awaitable_wait`:
        D205: 1 blank line required between summary line and description (found 0)
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_await.py:19 in private function `_awaitable_wait`:
        D400: First line should end with a period (not ',')
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_await.py:19 in private function `_awaitable_wait`:
        D401: First line should be in imperative mood (perhaps 'Request', not 'Requests')
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_await.py:27 in private function `_awaitable_nowait`:
        D200: One-line docstring should fit on one line with quotes (found 3)
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_await.py:27 in private function `_awaitable_nowait`:
        D401: First line should be in imperative mood (perhaps 'Create', not 'Creates')
8
```
After:
```
0
```
8) torch/jit/_check.py

Before:
```
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_check.py:10 in public class `AttributeTypeIsSupportedChecker`:
        D205: 1 blank line required between summary line and description (found 0)
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_check.py:10 in public class `AttributeTypeIsSupportedChecker`:
        D400: First line should end with a period (not 'e')
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_check.py:10 in public class `AttributeTypeIsSupportedChecker`:
        D412: No blank lines allowed between a section header and its content ('Example')
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_check.py:61 in public method `check`:
        D102: Missing docstring in public method
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_check.py:110 in public method `visit_Assign`:
        D205: 1 blank line required between summary line and description (found 0)
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_check.py:110 in public method `visit_Assign`:
        D400: First line should end with a period (not 'n')
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_check.py:132 in public method `visit_AnnAssign`:
        D205: 1 blank line required between summary line and description (found 0)
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_check.py:132 in public method `visit_AnnAssign`:
        D400: First line should end with a period (not '`')
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_check.py:187 in public method `visit_Call`:
        D205: 1 blank line required between summary line and description (found 0)
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_check.py:187 in public method `visit_Call`:
        D400: First line should end with a period (not '`')
10
```
After:
```
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_check.py:58 in public method `check`:
        D102: Missing docstring in public method
1
```
9) torch/jit/_freeze.py

Before:
```
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_freeze.py:1 at module level:
        D400: First line should end with a period (not 'g')
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_freeze.py:16 in public function `freeze`:
        D205: 1 blank line required between summary line and description (found 0)
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_freeze.py:16 in public function `freeze`:
        D400: First line should end with a period (not 'd')
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_freeze.py:127 in public function `run_frozen_optimizations`:
        D205: 1 blank line required between summary line and description (found 0)
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_freeze.py:127 in public function `run_frozen_optimizations`:
        D401: First line should be in imperative mood (perhaps 'Run', not 'Runs')
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_freeze.py:182 in public function `optimize_for_inference`:
        D205: 1 blank line required between summary line and description (found 0)
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_freeze.py:182 in public function `optimize_for_inference`:
        D400: First line should end with a period (not 'e')
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_freeze.py:182 in public function `optimize_for_inference`:
        D401: First line should be in imperative mood (perhaps 'Perform', not 'Performs')
8
```
After:
```
0
```
10) torch/jit/_recursive.py

Before:
```
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_recursive.py:69 in public function `make_stub`:
        D103: Missing docstring in public function
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_recursive.py:75 in public function `make_stub_from_method`:
        D103: Missing docstring in public function
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_recursive.py:90 in public function `make_stubs_from_exported_methods`:
        D103: Missing docstring in public function
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_recursive.py:103 in public function `jit_ignored_properties`:
        D103: Missing docstring in public function
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_recursive.py:155 in public class `SourceContext`:
        D101: Missing docstring in public class
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_recursive.py:156 in public method `__init__`:
        D107: Missing docstring in __init__
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_recursive.py:160 in public function `get_annotations`:
        D103: Missing docstring in public function
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_recursive.py:186 in public function `infer_concrete_type_builder`:
        D205: 1 blank line required between summary line and description (found 0)
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_recursive.py:186 in public function `infer_concrete_type_builder`:
        D400: First line should end with a period (not 's')
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_recursive.py:423 in public class `ConcreteTypeStore`:
        D101: Missing docstring in public class
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_recursive.py:427 in public method `__init__`:
        D107: Missing docstring in __init__
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_recursive.py:434 in public method `get_or_create_concrete_type`:
        D205: 1 blank line required between summary line and description (found 0)
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_recursive.py:434 in public method `get_or_create_concrete_type`:
        D400: First line should end with a period (not 'T')
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_recursive.py:459 in public function `create_methods_and_properties_from_stubs`:
        D103: Missing docstring in public function
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_recursive.py:474 in public function `create_hooks_from_stubs`:
        D103: Missing docstring in public function
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_recursive.py:485 in public function `get_module_concrete_type`:
        D205: 1 blank line required between summary line and description (found 0)
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_recursive.py:485 in public function `get_module_concrete_type`:
        D400: First line should end with a period (not 'e')
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_recursive.py:485 in public function `get_module_concrete_type`:
        D401: First line should be in imperative mood (perhaps 'Get', not 'Gets')
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_recursive.py:539 in public function `create_script_module`:
        D400: First line should end with a period (not 'e')
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_recursive.py:539 in public function `create_script_module`:
        D401: First line should be in imperative mood (perhaps 'Create', not 'Creates')
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_recursive.py:725 in public function `script_model_defines_attr`:
        D103: Missing docstring in public function
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_recursive.py:735 in public function `add_python_attr_to_scripted_model`:
        D103: Missing docstring in public function
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_recursive.py:740 in public function `get_overload_annotations`:
        D103: Missing docstring in public function
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_recursive.py:772 in public function `get_overload_name_mapping`:
        D103: Missing docstring in public function
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_recursive.py:797 in public function `make_stubs_for_overloads`:
        D103: Missing docstring in public function
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_recursive.py:816 in public function `check_module_initialized`:
        D103: Missing docstring in public function
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_recursive.py:842 in public function `infer_methods_to_compile`:
        D205: 1 blank line required between summary line and description (found 0)
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_recursive.py:842 in public function `infer_methods_to_compile`:
        D400: First line should end with a period (not 'g')
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_recursive.py:842 in public function `infer_methods_to_compile`:
        D401: First line should be in imperative mood (perhaps 'Implement', not 'Implements')
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_recursive.py:904 in public function `get_hook_stubs`:
        D200: One-line docstring should fit on one line with quotes (found 3)
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_recursive.py:904 in public function `get_hook_stubs`:
        D400: First line should end with a period (not 's')
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_recursive.py:904 in public function `get_hook_stubs`:
        D401: First line should be in imperative mood (perhaps 'Return', not 'Returns')
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_recursive.py:940 in public function `get_property_stubs`:
        D205: 1 blank line required between summary line and description (found 0)
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_recursive.py:940 in public function `get_property_stubs`:
        D400: First line should end with a period (not 'd')
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_recursive.py:963 in public function `interface_script`:
        D205: 1 blank line required between summary line and description (found 0)
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_recursive.py:963 in public function `interface_script`:
        D400: First line should end with a period (not 'r')
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_recursive.py:963 in public function `interface_script`:
        D401: First line should be in imperative mood (perhaps 'Make', not 'Makes')
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_recursive.py:977 in private nested function `infer_interface_methods_to_compile`:
        D205: 1 blank line required between summary line and description (found 0)
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_recursive.py:977 in private nested function `infer_interface_methods_to_compile`:
        D400: First line should end with a period (not 'h')
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_recursive.py:989 in public function `try_compile_fn`:
        D103: Missing docstring in public function
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_recursive.py:1014 in public function `wrap_cpp_class`:
        D200: One-line docstring should fit on one line with quotes (found 3)
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_recursive.py:1021 in public function `wrap_cpp_module`:
        D200: One-line docstring should fit on one line with quotes (found 3)
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_recursive.py:1021 in public function `wrap_cpp_module`:
        D400: First line should end with a period (not 's')
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_recursive.py:1040 in public function `compile_unbound_method`:
        D103: Missing docstring in public function
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_recursive.py:1052 in public function `lazy_bind`:
        D205: 1 blank line required between summary line and description (found 0)
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_recursive.py:1052 in public function `lazy_bind`:
        D400: First line should end with a period (not 'd')
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_recursive.py:1052 in public function `lazy_bind`:
        D401: First line should be in imperative mood (perhaps 'Return', not 'Returns')
47
```
After:
```
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_recursive.py:69 in public function `make_stub`:
        D103: Missing docstring in public function
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_recursive.py:75 in public function `make_stub_from_method`:
        D103: Missing docstring in public function
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_recursive.py:90 in public function `make_stubs_from_exported_methods`:
        D103: Missing docstring in public function
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_recursive.py:103 in public function `jit_ignored_properties`:
        D103: Missing docstring in public function
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_recursive.py:155 in public class `SourceContext`:
        D101: Missing docstring in public class
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_recursive.py:156 in public method `__init__`:
        D107: Missing docstring in __init__
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_recursive.py:160 in public function `get_annotations`:
        D103: Missing docstring in public function
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_recursive.py:424 in public class `ConcreteTypeStore`:
        D101: Missing docstring in public class
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_recursive.py:428 in public method `__init__`:
        D107: Missing docstring in __init__
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_recursive.py:457 in public function `create_methods_and_properties_from_stubs`:
        D103: Missing docstring in public function
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_recursive.py:472 in public function `create_hooks_from_stubs`:
        D103: Missing docstring in public function
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_recursive.py:724 in public function `script_model_defines_attr`:
        D103: Missing docstring in public function
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_recursive.py:734 in public function `add_python_attr_to_scripted_model`:
        D103: Missing docstring in public function
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_recursive.py:739 in public function `get_overload_annotations`:
        D103: Missing docstring in public function
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_recursive.py:771 in public function `get_overload_name_mapping`:
        D103: Missing docstring in public function
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_recursive.py:796 in public function `make_stubs_for_overloads`:
        D103: Missing docstring in public function
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_recursive.py:815 in public function `check_module_initialized`:
        D103: Missing docstring in public function
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_recursive.py:979 in public function `try_compile_fn`:
        D103: Missing docstring in public function
/home/ubuntu/Desktop/Docathon/pytorch/torch/jit/_recursive.py:1026 in public function `compile_unbound_method`:
        D103: Missing docstring in public function
19
```

@svekars

Pull Request resolved: https://github.com/pytorch/pytorch/pull/113371
Approved by: https://github.com/davidberard98
2023-11-12 03:19:02 +00:00
79c5e33349 [BE] Enable ruff's UP rules and autoformat nn/ mps/ and torch/ (#105436)
Pull Request resolved: https://github.com/pytorch/pytorch/pull/105436
Approved by: https://github.com/malfet, https://github.com/albanD
2023-07-21 07:38:46 +00:00
71d50f4f89 Change docstring type callable to Callable for consistency (#82487)
### Description

Across PyTorch's docstrings, both `callable` and `Callable` for variable types. The Callable should be capitalized as we are referring to the `Callable` type, and not the Python `callable()` function.

### Testing

There shouldn't be any testing required.

Pull Request resolved: https://github.com/pytorch/pytorch/pull/82487
Approved by: https://github.com/albanD
2022-08-01 17:26:09 +00:00
1022443168 Revert D30279364: [codemod][lint][fbcode/c*] Enable BLACK by default
Test Plan: revert-hammer

Differential Revision:
D30279364 (b004307252)

Original commit changeset: c1ed77dfe43a

fbshipit-source-id: eab50857675c51e0088391af06ec0ecb14e2347e
2021-08-12 11:45:01 -07:00
b004307252 [codemod][lint][fbcode/c*] Enable BLACK by default
Test Plan: manual inspection & sandcastle

Reviewed By: zertosh

Differential Revision: D30279364

fbshipit-source-id: c1ed77dfe43a3bde358f92737cd5535ae5d13c9a
2021-08-12 10:58:35 -07:00
211f35631f Add type annotations to _tensorboard_vis.py and hipify_python.py (#49834)
Summary:
closes gh-49833

Pull Request resolved: https://github.com/pytorch/pytorch/pull/49834

Reviewed By: mruberry

Differential Revision: D25725341

Pulled By: malfet

fbshipit-source-id: 7454c7afe07a3ff829826afe02aba05b7f649d9b
2021-01-04 09:29:51 -08:00
e6779d4357 [*.py] Rename "Arguments:" to "Args:" (#49736)
Summary:
I've written custom parsers and emitters for everything from docstrings to classes and functions. However, I recently came across an issue when I was parsing/generating from the TensorFlow codebase: inconsistent use of `Args:` and `Arguments:` in its docstrings.

```sh
(pytorch#c348fae)$ for name in 'Args:' 'Arguments:'; do
    printf '%-10s %04d\n' "$name" "$(rg -IFtpy --count-matches "$name" | paste -s -d+ -- | bc)"; done
Args:      1095
Arguments: 0336
```

It is easy enough to extend my parsers to support both variants, however it looks like `Arguments:` is wrong anyway, as per:

  - https://google.github.io/styleguide/pyguide.html#doc-function-args @ [`ddccc0f`](https://github.com/google/styleguide/blob/ddccc0f/pyguide.md)

  - https://chromium.googlesource.com/chromiumos/docs/+/master/styleguide/python.md#describing-arguments-in-docstrings @ [`9fc0fc0`](https://chromium.googlesource.com/chromiumos/docs/+/9fc0fc0/styleguide/python.md)

  - https://sphinxcontrib-napoleon.readthedocs.io/en/latest/example_google.html @ [`c0ae8e3`](https://github.com/sphinx-contrib/napoleon/blob/c0ae8e3/docs/source/example_google.rst)

Therefore, only `Args:` is valid. This PR replaces them throughout the codebase.

PS: For related PRs, see tensorflow/tensorflow/pull/45420

PPS: The trackbacks automatically appearing below are sending the same changes to other repositories in the [PyTorch](https://github.com/pytorch) organisation.

Pull Request resolved: https://github.com/pytorch/pytorch/pull/49736

Reviewed By: albanD

Differential Revision: D25710534

Pulled By: soumith

fbshipit-source-id: 61e8ff01abb433e9f78185c2d1d0cbd7c22c1619
2020-12-28 09:34:47 -08:00
f17d7a5556 Fix exception chaining in torch/ (#43836)
Summary:
## Motivation
Fixes https://github.com/pytorch/pytorch/issues/43770.

## Description of the change
This PR fixes exception chaining only in files under `torch/` where appropriate.
To fix exception chaining, I used either:
1. `raise new_exception from old_exception` where `new_exception` itself seems not descriptive enough to debug or `old_exception` delivers valuable information.
2. `raise new_exception from None` where raising both of `new_exception` and `old_exception` seems a bit noisy and redundant.
I subjectively chose which one to use from the above options.

## List of lines containing raise in except clause:
I wrote [this simple script](https://gist.github.com/akihironitta/4223c1b32404b36c1b349d70c4c93b4d) using [ast](https://docs.python.org/3.8/library/ast.html#module-ast) to list lines where `raise`ing in `except` clause.

- [x] 000739c31a/torch/jit/annotations.py (L35)
- [x] 000739c31a/torch/jit/annotations.py (L150)
- [x] 000739c31a/torch/jit/annotations.py (L158)
- [x] 000739c31a/torch/jit/annotations.py (L231)
- [x] 000739c31a/torch/jit/_trace.py (L432)
- [x] 000739c31a/torch/nn/utils/prune.py (L192)
- [x] 000739c31a/torch/cuda/nvtx.py (L7)
- [x] 000739c31a/torch/utils/cpp_extension.py (L1537)
- [x] 000739c31a/torch/utils/tensorboard/_pytorch_graph.py (L292)
- [x] 000739c31a/torch/utils/data/dataloader.py (L835)
- [x] 000739c31a/torch/utils/data/dataloader.py (L849)
- [x] 000739c31a/torch/utils/data/dataloader.py (L856)
- [x] 000739c31a/torch/testing/_internal/common_utils.py (L186)
- [x] 000739c31a/torch/testing/_internal/common_utils.py (L189)
- [x] 000739c31a/torch/testing/_internal/common_utils.py (L424)
- [x] 000739c31a/torch/testing/_internal/common_utils.py (L1279)
- [x] 000739c31a/torch/testing/_internal/common_utils.py (L1283)
- [x] 000739c31a/torch/testing/_internal/common_utils.py (L1356)
- [x] 000739c31a/torch/testing/_internal/common_utils.py (L1388)
- [x] 000739c31a/torch/testing/_internal/common_utils.py (L1391)
- [ ] 000739c31a/torch/testing/_internal/common_utils.py (L1412)
- [x] 000739c31a/torch/testing/_internal/codegen/random_topo_test.py (L310)
- [x] 000739c31a/torch/testing/_internal/codegen/random_topo_test.py (L329)
- [x] 000739c31a/torch/testing/_internal/codegen/random_topo_test.py (L332)
- [x] 000739c31a/torch/testing/_internal/jit_utils.py (L183)
- [x] 000739c31a/torch/testing/_internal/common_nn.py (L4789)
- [x] 000739c31a/torch/onnx/utils.py (L367)
- [x] 000739c31a/torch/onnx/utils.py (L659)
- [x] 000739c31a/torch/onnx/utils.py (L892)
- [x] 000739c31a/torch/onnx/utils.py (L897)
- [x] 000739c31a/torch/serialization.py (L108)
- [x] 000739c31a/torch/serialization.py (L754)
- [x] 000739c31a/torch/distributed/rpc/_testing/faulty_agent_backend_registry.py (L76)
- [x] 000739c31a/torch/distributed/rpc/backend_registry.py (L260)
- [x] 000739c31a/torch/distributed/distributed_c10d.py (L184)
- [x] 000739c31a/torch/_utils_internal.py (L57)
- [x] 000739c31a/torch/hub.py (L494)
- [x] 000739c31a/torch/contrib/_tensorboard_vis.py (L16)
- [x] 000739c31a/torch/distributions/lowrank_multivariate_normal.py (L100)
- [x] 000739c31a/torch/distributions/constraint_registry.py (L142)

Pull Request resolved: https://github.com/pytorch/pytorch/pull/43836

Reviewed By: ailzhang

Differential Revision: D23431212

Pulled By: malfet

fbshipit-source-id: 5f7f41b391164a5ad0efc06e55cd58c23408a921
2020-08-31 20:26:23 -07:00
b774ce54f8 remediation of S205607
fbshipit-source-id: 798decc90db4f13770e97cdce3c0df7d5421b2a3
2020-07-17 17:19:47 -07:00
8fdea489af remediation of S205607
fbshipit-source-id: 5113fe0c527595e4227ff827253b7414abbdf7ac
2020-07-17 17:17:03 -07:00
46ed3349f3 Add --check-untyped-defs to mypy.ini and test suite (#37594)
Summary:
Also move the ignores for imports to the bottom in `mypy.ini`, those are much less interesting - start with the stuff people want to work on.

Second commit tests the instructions: remove an ignore, fix the issue.
Pull Request resolved: https://github.com/pytorch/pytorch/pull/37594

Differential Revision: D21434858

Pulled By: ezyang

fbshipit-source-id: 4f1a6868cdb4cb59d072bcf105f48c3a5ba3ff98
2020-05-07 06:36:01 -07:00
3d27e6327e Remove torch.contrib._graph_vis (#24874)
Summary:
This hasn't been edited in a while and doesn't work anymore. Its use
case is also served pretty well by `script_module.code`.
Pull Request resolved: https://github.com/pytorch/pytorch/pull/24874

Pulled By: driazati

Differential Revision: D16941025

fbshipit-source-id: 11acd05cea5e44eeb1d48188a2de645669b21610
2019-08-21 10:48:07 -07:00
e958ceb5d7 Remove GraphExecutor's python bindings (#19141)
Summary:
Pull Request resolved: https://github.com/pytorch/pytorch/pull/19141
ghimport-source-id: 796a41f5514d29959af052fcf5391a2834850a80

Reviewed By: jamesr66a

Differential Revision: D14888702

Pulled By: zdevito

fbshipit-source-id: c280145f08e7bc210434d1c99396a3257b626cf9
2019-04-13 08:42:24 -07:00
bd09ab6687 Remove stages from IR, they are not longer used
Summary: Pull Request resolved: https://github.com/pytorch/pytorch/pull/12352

Differential Revision: D10219743

Pulled By: zdevito

fbshipit-source-id: 4d9441dc3748616f9b1f0734c65ec1a7abb0d663
2018-10-05 13:58:15 -07:00
9232afeffa Add code for TensorBoard visualization of JIT GraphExecutors (#8050) 2018-06-02 20:55:25 +02:00
ef4b19f767 Refactor ir.h to distinguish Nodes and Values
This commit adds a Value type similar to the one @ezyang suggested a while
ago for handling multi-return nodes.

Previously if we had a graph like:

  a = op1(b)
  c, d = op2(a)

Then its in-memory format would look like:

  %0 = op1(b)
  %1 = op2(%0)
  %2 = select(%1, 0)
  %2 = select(%1, 1)

Select nodes were used only to handle the multi-output case. In the
single-output case ops referred directly to their uses.

This required special handling for the single- and multi- output cases,
and was confusing when used with ONNX which distinguishes values (the
inputs/outputs of a node) from the nodes themselves (e.g. a Conv).

This commit adds the Node/Value distinction to the IR. In the example
above, `a`, `b`, `c`, and `d` are now Value objects, while `op1` and
`op2` are now Node objects. Inputs/Outputs to the graph are values.

* Nodes now always have multiple outputs, accessible through their `output()`
  method.
* Methods exist for adding/removing outputs from a node.
* Nodes own their output Values, destroying a node destroys its outputs and it
is only valid to destroy a node when no uses of its outputs remain.
* Unlike select, Values do not appear in the nodes list.
* The method `node()` on `Value` retrieves its defining node. Calling it
is always valid. For inputs, its kind is "Param". Like "Return" there is a single Param
node representing all inputs.
* For single-output Nodes, the method `output()` retrieves the single
output Value, asserting that the node is in-fact single output.
* Functions are the same, but some functions like `type()` have moved to
Value.
* `replaceAllUsesWith` is now sanely defined for both Values and Nodes.
In the case of Nodes, it replaces all outputs of the node with the outputs
of the replacement node.
* stage is defined both on Node/Value. This is because Inputs require a stage.
* Apart from changing data types from Node->Value most passes remain the same.
  Things that previously assumed single-output nodes now have to call output()
  to get the node.
* This removes the uses = [...] field in the outputs because it was
getting confusing even before this commit when uses would refer to nodes,
but we print the names of Values. The lint pass validates the use list,
so printing it out seems less necessary.
2017-11-15 11:47:18 -08:00
5949bb27b5 move write_vis into contrib 2017-09-20 12:24:27 -04:00