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Fix superlinear runtime growth with the number of input files - #5450

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cobaltt7 merged 6 commits into
psf:mainfrom
shashb27:fix/1951-linear-async-scheduling
Oct 4, 2026
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cobaltt7 merged 6 commits into
psf:mainfrom
shashb27:fix/1951-linear-async-scheduling

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Description

Fixes #1951. Full credit for the diagnosis to @asottile's report and @zsol's 2021 profiling: the tight await asyncio.wait(pending, return_when=FIRST_COMPLETED) loop in schedule_formatting is the culprit β€” every asyncio.wait call re-registers completion callbacks on all still-pending tasks, so each completion costs O(pending) bookkeeping, quadratic overall.

This PR replaces the re-wait loop with a single done callback per task that pushes the finished task onto an asyncio.Queue, which the loop then consumes. Each completion now costs O(1), results are still processed in completion order, and cancelled/failed task handling, the SIGINT/SIGTERM handlers, and cache/report behavior are unchanged.

I didn't use asyncio.as_completed (zsol's original suggestion) because on Python 3.10/3.11 it yields wrapper futures rather than the original tasks, and this loop needs the original task to map back to its source path and to inspect .cancelled()/.exception() β€” Black still supports those versions.

Benchmarks (Windows 11, Python 3.13.14, editable install, fresh BLACK_CACHE_DIR per run, directories of N trivial x = 1 files, matching the issue's repro shape):

Files main this PR
1,000 3.45s 3.13s
10,000 67.09s 18.34s (18.13s second run)

10x the input now costs 5.9x wall time instead of 19.4x; the remaining sub-linearity is process-pool startup and fixed per-file cost.

Happy to close this in favor of a maintainer's own fix if one is in flight β€” I searched open/closed PRs and the issue thread and found no competing attempt, but I may have missed something.

Checklist - did you ...

  • Implement any code style changes under the --preview style, following the
    stability policy? β€” N/A, no style change (performance only)
  • Add an entry in CHANGES.md if necessary?
  • Add / update tests if necessary? β€” new tests/test_schedule_formatting.py
    covering the scheduling loop end to end (success counts + failure drain);
    pytest tests/ -n auto green locally on Windows (502 passed, 4 skipped)
  • Add new / update outdated documentation? β€” N/A

@github-actions

github-actions Bot commented Sep 28, 2026 •

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diff-shades results comparing this PR (6ed1008) to main (d078e8e):

--preview style: no changes

--stable style: no changes


What is this? | Workflow run | diff-shades documentation

@cobaltt7

cobaltt7 commented Oct 3, 2026

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Are these benchmarks run on compiled Black? mypyc significantly improves formatting as well.

Comment thread tests/test_schedule_formatting.py Resolved
@shashb27

shashb27 commented Oct 3, 2026

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Honest answer: no - the benchmarks were run on a pure-Python dev install, not a mypyc-compiled build. The quadratic part lives in asyncio's wait-loop bookkeeping though (every asyncio.wait(FIRST_COMPLETED) call re-registers callbacks on all pending tasks), and stdlib asyncio isn't compiled by mypyc - so I'd expect the relative overhead to be as bad or worse in compiled builds, since the formatting work gets faster while the event-loop bookkeeping stays Python-speed. Happy to re-run the comparison on a mypyc build if that's useful.

@cobaltt7

cobaltt7 commented Oct 3, 2026

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Yes, please do run the benchmarks again on mypyc

@shashb27

shashb27 commented Oct 3, 2026

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Ran them on mypyc-compiled builds of both sides (HATCH_BUILD_HOOKS_ENABLE=1 wheels, Windows, Python 3.13): main at bdcad23 vs this branch at 63a819b. Same corpus of generated ~30-line files each run, black --check, cache pointed at a throwaway dir, same thread count.

files main this PR
500 3.5 s 3.6 s
2 000 10.5 s 10.3 s
8 000 59.7 s 34.5 s
16 000 208.1 s 70.6 s

So the finding holds in compiled builds, and it looks like the mypyc speedup actually makes the scheduling overhead relatively worse, as expected β€” the quadratic term is stdlib asyncio bookkeeping that doesn't get compiled, while the formatting work around it gets faster. The scaling ratio makes it plain: from 8 000 to 16 000 files, main takes 3.5x longer for 2x the files, this branch 2.05x (linear). At small repo sizes they're identical, so there's no regression for the common case.

@cobaltt7

cobaltt7 commented Oct 4, 2026

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Thanks!

@cobaltt7
cobaltt7 merged commit 2f3f992 into psf:main Oct 4, 2026
58 of 62 checks passed
luketainton pushed a commit to luketainton/luke_instant-msg-api that referenced this pull request Oct 5, 2026
This PR contains the following updates:

| Package | Change | [Age](https://docs.renovatebot.com/merge-confidence/) | [Confidence](https://docs.renovatebot.com/merge-confidence/) |
|---|---|---|---|
| [black](https://github.com/psf/black) ([changelog](https://github.com/psf/black/blob/main/CHANGES.md)) | `<26.5.2,>=26.5.1` β†’ `<26.10.1,>=26.10.0` | ![age](https://developer.mend.io/api/mc/badges/age/pypi/black/26.10.0?slim=true) | ![confidence](https://developer.mend.io/api/mc/badges/confidence/pypi/black/26.5.1/26.10.0?slim=true) |

---

### Release Notes

<details>
<summary>psf/black (black)</summary>

### [`v26.10.0`](https://github.com/psf/black/blob/HEAD/CHANGES.md#Version-26100)

[Compare Source](psf/black@26.5.1...26.10.0)

##### Stable style

- `--line-ranges` no longer inserts an empty line after a docstring when the range
  covers only the docstring itself ([#&#8203;5312](psf/black#5312))
- Fix `# fmt: skip` on a bracketed ternary turning the surrounding tuple into a call
  ([#&#8203;5464](psf/black#5464))
- Fix crash when `# fmt: skip` is placed on a one-line function or class with PEP 695
  type parameters ([#&#8203;5429](psf/black#5429))
- Fix an inline comment after the closing bracket of optional parentheses being moved
  inside the parentheses when the parenthesized expression contains own-line comments
  ([#&#8203;5395](psf/black#5395))
- Fix unparseable output when `# fmt: skip` is placed on a bracket of an `if`, `while`,
  `for`, or `with` header ([#&#8203;5401](psf/black#5401), [#&#8203;5405](psf/black#5405))
- Fix crash when formatting parenthesized expressions with multiple inline comments and
  `# fmt: skip` ([#&#8203;5414](psf/black#5414))
- Fix parsing Jupyter notebook assignment magics when non-ASCII characters appear
  earlier on the line ([#&#8203;5381](psf/black#5381))
- Preserve blank lines that come immediately before a `# fmt: on` comment ([#&#8203;5300](psf/black#5300))
- Keep the parentheses around the target of an annotated assignment (e.g.
  `(x): int = 5`), which prevent CPython from including the name in `__annotations__`
  ([#&#8203;5321](psf/black#5321))
- Stop treating a t-string in docstring position as a docstring (e.g. `t"  spam  "` as
  the first statement of a module, class or function) ([#&#8203;5287](psf/black#5287))
- Fix unparseable output for a t-string whose replacement field contains a quote (e.g.
  `t'\'{a["b"]}\''`) ([#&#8203;5265](psf/black#5265))
- Fix unparseable output for a triple-quoted string whose body ends in an
  already-escaped double quote (e.g. `'''\'''\"'''`) ([#&#8203;5262](psf/black#5262))
- Fix `--skip-magic-trailing-comma` dropping the trailing comma from a split
  single-element tuple used as a lambda parameter default ([#&#8203;5246](psf/black#5246))
- Fix unstable formatting when an inline comment sits on optional parentheses (e.g. a
  parenthesized assert message) ([#&#8203;5241](psf/black#5241))
- Fix `--skip-magic-trailing-comma` dropping the trailing comma of a one-element
  subscript (`a[x,]`) when the line is long enough to be split and contains a power
  operator ([#&#8203;5272](psf/black#5272))
- Fix crash when a standalone comment sits between tokens of a comprehension or lambda
  ([#&#8203;5144](psf/black#5144))
- Fix inline comments on a bracket inside a comprehension being dropped ([#&#8203;5330](psf/black#5330))
- Respect the magic trailing comma in a PEP 695 type parameter list containing a
  `*TypeVarTuple` or `**ParamSpec` ([#&#8203;5244](psf/black#5244))
- Fix crash when a comment-only `# fmt: off`/`# fmt: on` block is followed by a `with`
  statement after another standalone comment ([#&#8203;5189](psf/black#5189))
- Fix a crash when splitting `case case if ...` match patterns at very small line
  lengths ([#&#8203;5147](psf/black#5147))
- Fix multiline docstring indentation when leading tabs are used inside indented
  docstrings ([#&#8203;5148](psf/black#5148))
- Respect `# fmt: skip` on a line that opens a bracket (e.g.
  `from x import (  # fmt: skip`) when a standalone comment is among the bracket's
  contents ([#&#8203;5161](psf/black#5161))
- Fix an AST safety error when separate `# type: ignore` comments in a parenthesized
  attribute chain were merged onto one physical line ([#&#8203;5297](psf/black#5297))
- Preserve comments and blank lines outside requested ranges when formatting with
  `--line-ranges` ([#&#8203;5175](psf/black#5175))
- Fix crash when `# fmt: skip` is used on one-line `async def`, `async with`, and
  `async for` statements containing a semicolon ([#&#8203;5311](psf/black#5311))
- Stop converting form feeds or other similar characters in docstrings into newlines
  ([#&#8203;5461](psf/black#5461))
- Fix `--skip-source-first-line` turning the skipped line's CRLF ending into `\r\r\n`
  when reformatting a file with CRLF line endings ([#&#8203;5438](psf/black#5438))

##### Preview style

##### New preview features

- Add missing blank lines after classes whose last method has an ellipsis body ([#&#8203;5439](psf/black#5439))
- Split only the brackets holding a magic trailing comma when more trailers follow them
  (e.g. stop splitting inside the `[2]` of `[1,][2](3)`) ([#&#8203;5448](psf/black#5448))
- Keep dictionary keys containing operators together on one line when the value can be
  wrapped onto a new line instead ([#&#8203;5435](psf/black#5435))
- Remove redundant parentheses around individual variables in unpacking targets (e.g.
  `for (x), (y) in points:` becomes `for x, y in points:`) ([#&#8203;5416](psf/black#5416))
- Normalize uppercase `T` prefixes on t-strings to lowercase ([#&#8203;5425](psf/black#5425))
- Remove redundant parentheses around generator expressions ([#&#8203;5304](psf/black#5304), [#&#8203;5369](psf/black#5369))
- Preserve two blank lines before a top-level class starting inside a `# fmt: off` block
  after an import ([#&#8203;5238](psf/black#5238))
- Fix unnecessary parentheses around short right-hand expressions in indexed assignments
  (e.g. `x[key] = expr`) ([#&#8203;5095](psf/black#5095))
- Parenthesize tuple expressions in `yield` statements for consistency with function
  calls and returns ([#&#8203;5170](psf/black#5170))
- Stop splitting between a variable and its operator (`not in`, `==`, `is`, ...) when
  the right-hand side is a bracketed expression, and instead split inside the brackets
  ([#&#8203;5135](psf/black#5135))
- In `.pyi` stub files, enforce a blank line after a function or method that has a
  docstring-only body when another comment or statement follows it ([#&#8203;5158](psf/black#5158))

##### Updates to existing preview features

- Fix crash in stub files when `# fmt: skip` is placed on a function in a group of
  same-name decorated functions (e.g. `@overload`s or a property setter) ([#&#8203;5430](psf/black#5430))
- Keep the parentheses around a lambda used as the iterable of a comprehension (e.g.
  `[x for x in (lambda: 0) if x]`) ([#&#8203;5176](psf/black#5176), [#&#8203;5200](psf/black#5200))

##### Updates to existing unstable features

- Do not treat multi-line expressions with merged strings and trailing `# type: ignore`
  comments as single-line unsplittable expressions ([#&#8203;5466](psf/black#5466))
- Fix duplicated inline comment when stripping the parentheses around a string or
  merging a backslash-continued string on the same line ([#&#8203;5449](psf/black#5449))
- Split long stringified return annotations even when the function has parameters
  ([#&#8203;5427](psf/black#5427))
- Don't hug brackets when doing so would join two `# type: ignore` comments onto one
  line ([#&#8203;5271](psf/black#5271))
- Fix a crash when `# type: ignore` is lost during formatting of a long parenthesized
  string ([#&#8203;5329](psf/black#5329))
- Fix only the first part of an implicitly concatenated unmergeable string (e.g.
  `r"..." r"..."`) being wrapped in parentheses ([#&#8203;5434](psf/black#5434))

##### Configuration

- Add support for `NO_COLOR` environment variable to disable ANSI output ([#&#8203;5129](psf/black#5129))
- Remove spurious target version warning when runtime version is included in a
  `--target-version` flag ([#&#8203;5167](psf/black#5167))
- Fix `--force-exclude` not excluding files whose path contains `..` (e.g.
  `black ../generated/file.py` run from a subdirectory) ([#&#8203;5471](psf/black#5471))
- Fall back to the default configuration, with a warning, when the given sources share
  no common project root (e.g. they are on different drives on Windows) instead of
  crashing ([#&#8203;5386](psf/black#5386))
- Fix loading a stale cached `pyproject.toml` path when `--code` is used from different
  working directories in the same process ([#&#8203;5152](psf/black#5152))
- Add validation for `--line-ranges` values ([#&#8203;5107](psf/black#5107))
- Ignore empty cache files instead of raising an `EOFError` ([#&#8203;5192](psf/black#5192))
- Reject non-string `include` and `force-exclude` values in `pyproject.toml` ([#&#8203;5193](psf/black#5193))
- Validate `BLACK_NUM_WORKERS` values and report invalid values as usage errors instead
  of crashing ([#&#8203;5211](psf/black#5211))
- Ignore permission errors when reading cache ([#&#8203;5258](psf/black#5258))

##### Packaging

- Reduce the size of Linux standalone binaries by stripping debug symbols during the
  PyInstaller release build ([#&#8203;5223](psf/black#5223))
- Black is now released using GitHub
  [Immutable Releases](https://docs.github.com/code-security/concepts/supply-chain-security/immutable-releases)
  ([#&#8203;5296](psf/black#5296))

##### Performance

- Fix superlinear runtime growth with the number of input files ([#&#8203;5450](psf/black#5450))
- Improve performance on strings containing many consecutive backslashes ([#&#8203;5163](psf/black#5163))
- Improve performance on files with many `# fmt: skip`/`# fmt: off`/`# fmt: on` comments
  ([#&#8203;5169](psf/black#5169), [#&#8203;5190](psf/black#5190), [#&#8203;5232](psf/black#5232))
- Improve performance on long calls and collections ([#&#8203;5177](psf/black#5177))
- Improve performance on multiline strings inside large collections (e.g. a dict literal
  with triple-quoted strings as values) ([#&#8203;5188](psf/black#5188))
- Improve performance on files with many soft keywords (e.g. `match`/`case` blocks)
  ([#&#8203;5186](psf/black#5186))
- Improve performance on long semicolon-separated statements (in the stable style) and
  large dict literals (in `--preview`) ([#&#8203;5184](psf/black#5184))
- Improve performance of `--line-ranges` on files with many sibling blocks (a long
  `if`/`elif` chain, a `match` with many cases, or many top-level definitions) ([#&#8203;5213](psf/black#5213))
- Improve performance on deeply nested bracketed expressions ([#&#8203;5171](psf/black#5171), [#&#8203;5242](psf/black#5242))
- Improve performance on lists and subscripts holding one long expression without
  operators (e.g. a long run of implicitly concatenated strings inside `[]`) ([#&#8203;5239](psf/black#5239))
- Improve performance on deeply chained operations (e.g. a long `a ** b ** c ** ...`
  chain) ([#&#8203;5235](psf/black#5235))
- Improve performance on long `if`/`elif` chains and other compound statements with many
  clauses ([#&#8203;5322](psf/black#5322))
- Improve performance of `string_processing`:
  - when merging implicitly concatenated f-strings containing long string literals
    ([#&#8203;5165](psf/black#5165))
  - when merging long implicitly concatenated strings ([#&#8203;5173](psf/black#5173), [#&#8203;5194](psf/black#5194))
  - when rewriting large nodes (e.g. `"%s ..." % (a, b, c, ...)`) ([#&#8203;5178](psf/black#5178), [#&#8203;5199](psf/black#5199), [#&#8203;5220](psf/black#5220))
  - when splitting long string literals ([#&#8203;5183](psf/black#5183))

##### Output

- Report parser failures using editor-friendly `path:line:column` locations ([#&#8203;5237](psf/black#5237))
- Fix crash when writing formatted code or diffs to a `sys.stdout` that has no `buffer`
  attribute (e.g. in Jupyter notebooks) ([#&#8203;5411](psf/black#5411))
- Report parse failures on Black's own output as internal errors ([#&#8203;5383](psf/black#5383))

##### *Blackd*

- Return HTTP 400 instead of 500 when the `X-Python-Variant` header is empty or has an
  empty entry (e.g. a trailing comma) ([#&#8203;5428](psf/black#5428))
- Allow optional whitespace around comma-separated versions and `pyi` in the
  `X-Python-Variant` header ([#&#8203;5441](psf/black#5441))

##### Integrations

- Remove unused `migrate-black` script ([#&#8203;5319](psf/black#5319))
- Support PEP 440 version specifiers in `tool.black.required-version` for the GitHub
  Action ([#&#8203;5399](psf/black#5399))
- Add outputs (`is_formatted`, `change_count`, `same_count`, `failure_count`) to GitHub
  Action runs ([#&#8203;5408](psf/black#5408))

##### Documentation

- Document `vim-python-pep8-indent`, which provides an `indentexpr` for Black-style
  insert-mode indentation ([#&#8203;5288](psf/black#5288))

</details>

---

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black performance scales non-linearly with the number of files to process

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