All patches and comments are welcome. Please squash your changes to logical
commits before using git-format-patch and git-send-email to
patches@git.madduck.net.
If you'd read over the Git project's submission guidelines and adhered to them,
I'd be especially grateful.
1 ![Black Logo](https://raw.githubusercontent.com/psf/black/master/docs/_static/logo2-readme.png)
3 <h2 align="center">The Uncompromising Code Formatter</h2>
6 <a href="https://travis-ci.com/psf/black"><img alt="Build Status" src="https://travis-ci.com/psf/black.svg?branch=master"></a>
7 <a href="https://github.com/psf/black/actions"><img alt="Actions Status" src="https://github.com/psf/black/workflows/Test/badge.svg"></a>
8 <a href="https://black.readthedocs.io/en/stable/?badge=stable"><img alt="Documentation Status" src="https://readthedocs.org/projects/black/badge/?version=stable"></a>
9 <a href="https://coveralls.io/github/psf/black?branch=master"><img alt="Coverage Status" src="https://coveralls.io/repos/github/psf/black/badge.svg?branch=master"></a>
10 <a href="https://github.com/psf/black/blob/master/LICENSE"><img alt="License: MIT" src="https://black.readthedocs.io/en/stable/_static/license.svg"></a>
11 <a href="https://pypi.org/project/black/"><img alt="PyPI" src="https://img.shields.io/pypi/v/black"></a>
12 <a href="https://pepy.tech/project/black"><img alt="Downloads" src="https://pepy.tech/badge/black"></a>
13 <a href="https://github.com/psf/black"><img alt="Code style: black" src="https://img.shields.io/badge/code%20style-black-000000.svg"></a>
16 > “Any color you like.”
18 _Black_ is the uncompromising Python code formatter. By using it, you agree to cede
19 control over minutiae of hand-formatting. In return, _Black_ gives you speed,
20 determinism, and freedom from `pycodestyle` nagging about formatting. You will save time
21 and mental energy for more important matters.
23 Blackened code looks the same regardless of the project you're reading. Formatting
24 becomes transparent after a while and you can focus on the content instead.
26 _Black_ makes code review faster by producing the smallest diffs possible.
28 Try it out now using the [Black Playground](https://black.now.sh). Watch the
29 [PyCon 2019 talk](https://youtu.be/esZLCuWs_2Y) to learn more.
33 _Contents:_ **[Installation and usage](#installation-and-usage)** |
34 **[Code style](#the-black-code-style)** | **[Pragmatism](#pragmatism)** |
35 **[pyproject.toml](#pyprojecttoml)** | **[Editor integration](#editor-integration)** |
36 **[blackd](#blackd)** | **[black-primer](#black-primer)** |
37 **[Version control integration](#version-control-integration)** |
38 **[Ignoring unmodified files](#ignoring-unmodified-files)** | **[Used by](#used-by)** |
39 **[Testimonials](#testimonials)** | **[Show your style](#show-your-style)** |
40 **[Contributing](#contributing-to-black)** | **[Change Log](#change-log)** |
41 **[Authors](#authors)**
45 ## Installation and usage
49 _Black_ can be installed by running `pip install black`. It requires Python 3.6.0+ to
50 run but you can reformat Python 2 code with it, too.
54 To get started right away with sensible defaults:
57 black {source_file_or_directory}
60 ### Command line options
62 _Black_ doesn't provide many options. You can list them by running `black --help`:
65 Usage: black [OPTIONS] [SRC]...
67 The uncompromising code formatter.
70 -c, --code TEXT Format the code passed in as a string.
71 -l, --line-length INTEGER How many characters per line to allow.
74 -t, --target-version [py27|py33|py34|py35|py36|py37|py38]
75 Python versions that should be supported by
76 Black's output. [default: per-file auto-
79 --pyi Format all input files like typing stubs
80 regardless of file extension (useful when
81 piping source on standard input).
83 -S, --skip-string-normalization
84 Don't normalize string quotes or prefixes.
85 --check Don't write the files back, just return the
86 status. Return code 0 means nothing would
87 change. Return code 1 means some files
88 would be reformatted. Return code 123 means
89 there was an internal error.
91 --diff Don't write the files back, just output a
92 diff for each file on stdout.
94 --color / --no-color Show colored diff. Only applies when
97 --fast / --safe If --fast given, skip temporary sanity
98 checks. [default: --safe]
100 --include TEXT A regular expression that matches files and
101 directories that should be included on
102 recursive searches. An empty value means
103 all files are included regardless of the
104 name. Use forward slashes for directories
105 on all platforms (Windows, too). Exclusions
106 are calculated first, inclusions later.
109 --exclude TEXT A regular expression that matches files and
110 directories that should be excluded on
111 recursive searches. An empty value means no
112 paths are excluded. Use forward slashes for
113 directories on all platforms (Windows, too).
114 Exclusions are calculated first, inclusions
115 later. [default: /(\.eggs|\.git|\.hg|\.mypy
116 _cache|\.nox|\.tox|\.venv|\.svn|_build|buck-
119 --force-exclude TEXT Like --exclude, but files and directories
120 matching this regex will be excluded even
121 when they are passed explicitly as arguments
123 -q, --quiet Don't emit non-error messages to stderr.
124 Errors are still emitted; silence those with
127 -v, --verbose Also emit messages to stderr about files
128 that were not changed or were ignored due to
131 --version Show the version and exit.
132 --config FILE Read configuration from PATH.
133 -h, --help Show this message and exit.
136 _Black_ is a well-behaved Unix-style command-line tool:
138 - it does nothing if no sources are passed to it;
139 - it will read from standard input and write to standard output if `-` is used as the
141 - it only outputs messages to users on standard error;
142 - exits with code 0 unless an internal error occurred (or `--check` was used).
144 ### Using _Black_ with other tools
146 While _Black_ enforces formatting that conforms to PEP 8, other tools may raise warnings
147 about _Black_'s changes or will overwrite _Black_'s changes. A good example of this is
148 [isort](https://pypi.org/p/isort). Since _Black_ is barely configurable, these tools
149 should be configured to neither warn about nor overwrite _Black_'s changes.
151 Actual details on _Black_ compatible configurations for various tools can be found in
152 [compatible_configs](https://github.com/psf/black/blob/master/docs/compatible_configs.md).
154 ### Migrating your code style without ruining git blame
156 A long-standing argument against moving to automated code formatters like _Black_ is
157 that the migration will clutter up the output of `git blame`. This was a valid argument,
158 but since Git version 2.23, Git natively supports
159 [ignoring revisions in blame](https://git-scm.com/docs/git-blame#Documentation/git-blame.txt---ignore-revltrevgt)
160 with the `--ignore-rev` option. You can also pass a file listing the revisions to ignore
161 using the `--ignore-revs-file` option. The changes made by the revision will be ignored
162 when assigning blame. Lines modified by an ignored revision will be blamed on the
163 previous revision that modified those lines.
165 So when migrating your project's code style to _Black_, reformat everything and commit
166 the changes (preferably in one massive commit). Then put the full 40 characters commit
167 identifier(s) into a file.
170 # Migrate code style to Black
171 5b4ab991dede475d393e9d69ec388fd6bd949699
174 Afterwards, you can pass that file to `git blame` and see clean and meaningful blame
178 $ git blame important.py --ignore-revs-file .git-blame-ignore-revs
179 7a1ae265 (John Smith 2019-04-15 15:55:13 -0400 1) def very_important_function(text, file):
180 abdfd8b0 (Alice Doe 2019-09-23 11:39:32 -0400 2) text = text.lstrip()
181 7a1ae265 (John Smith 2019-04-15 15:55:13 -0400 3) with open(file, "r+") as f:
182 7a1ae265 (John Smith 2019-04-15 15:55:13 -0400 4) f.write(formatted)
185 You can even configure `git` to automatically ignore revisions listed in a file on every
189 $ git config blame.ignoreRevsFile .git-blame-ignore-revs
192 **The one caveat is that GitHub and GitLab do not yet support ignoring revisions using
193 their native UI of blame.** So blame information will be cluttered with a reformatting
194 commit on those platforms. (If you'd like this feature, there's an open issue for
195 [GitLab](https://gitlab.com/gitlab-org/gitlab/-/issues/31423) and please let GitHub
198 ### NOTE: This is a beta product
200 _Black_ is already [successfully used](#used-by) by many projects, small and big. It
201 also sports a decent test suite. However, it is still very new. Things will probably be
202 wonky for a while. This is made explicit by the "Beta" trove classifier, as well as by
203 the "b" in the version number. What this means for you is that **until the formatter
204 becomes stable, you should expect some formatting to change in the future**. That being
205 said, no drastic stylistic changes are planned, mostly responses to bug reports.
207 Also, as a temporary safety measure, _Black_ will check that the reformatted code still
208 produces a valid AST that is equivalent to the original. This slows it down. If you're
209 feeling confident, use `--fast`.
211 ## The _Black_ code style
213 _Black_ reformats entire files in place. It is not configurable. It doesn't take
214 previous formatting into account. It doesn't reformat blocks that start with
215 `# fmt: off` and end with `# fmt: on`. `# fmt: on/off` have to be on the same level of
216 indentation. It also recognizes [YAPF](https://github.com/google/yapf)'s block comments
217 to the same effect, as a courtesy for straddling code.
219 ### How _Black_ wraps lines
221 _Black_ ignores previous formatting and applies uniform horizontal and vertical
222 whitespace to your code. The rules for horizontal whitespace can be summarized as: do
223 whatever makes `pycodestyle` happy. The coding style used by _Black_ can be viewed as a
224 strict subset of PEP 8.
226 As for vertical whitespace, _Black_ tries to render one full expression or simple
227 statement per line. If this fits the allotted line length, great.
242 If not, _Black_ will look at the contents of the first outer matching brackets and put
243 that in a separate indented line.
248 ImportantClass.important_method(exc, limit, lookup_lines, capture_locals, extra_argument)
252 ImportantClass.important_method(
253 exc, limit, lookup_lines, capture_locals, extra_argument
257 If that still doesn't fit the bill, it will decompose the internal expression further
258 using the same rule, indenting matching brackets every time. If the contents of the
259 matching brackets pair are comma-separated (like an argument list, or a dict literal,
260 and so on) then _Black_ will first try to keep them on the same line with the matching
261 brackets. If that doesn't work, it will put all of them in separate lines.
266 def very_important_function(template: str, *variables, file: os.PathLike, engine: str, header: bool = True, debug: bool = False):
267 """Applies `variables` to the `template` and writes to `file`."""
268 with open(file, 'w') as f:
273 def very_important_function(
281 """Applies `variables` to the `template` and writes to `file`."""
282 with open(file, "w") as f:
286 _Black_ prefers parentheses over backslashes, and will remove backslashes if found.
291 if some_short_rule1 \
292 and some_short_rule2:
297 if some_short_rule1 and some_short_rule2:
317 Backslashes and multiline strings are one of the two places in the Python grammar that
318 break significant indentation. You never need backslashes, they are used to force the
319 grammar to accept breaks that would otherwise be parse errors. That makes them confusing
320 to look at and brittle to modify. This is why _Black_ always gets rid of them.
322 If you're reaching for backslashes, that's a clear signal that you can do better if you
323 slightly refactor your code. I hope some of the examples above show you that there are
324 many ways in which you can do it.
326 However there is one exception: `with` statements using multiple context managers.
327 Python's grammar does not allow organizing parentheses around the series of context
330 We don't want formatting like:
333 with make_context_manager1() as cm1, make_context_manager2() as cm2, make_context_manager3() as cm3, make_context_manager4() as cm4:
334 ... # nothing to split on - line too long
337 So _Black_ will now format it like this:
341 make_context_manager(1) as cm1, \
342 make_context_manager(2) as cm2, \
343 make_context_manager(3) as cm3, \
344 make_context_manager(4) as cm4 \
346 ... # backslashes and an ugly stranded colon
349 You might have noticed that closing brackets are always dedented and that a trailing
350 comma is always added. Such formatting produces smaller diffs; when you add or remove an
351 element, it's always just one line. Also, having the closing bracket dedented provides a
352 clear delimiter between two distinct sections of the code that otherwise share the same
353 indentation level (like the arguments list and the docstring in the example above).
355 If a data structure literal (tuple, list, set, dict) or a line of "from" imports cannot
356 fit in the allotted length, it's always split into one element per line. This minimizes
357 diffs as well as enables readers of code to find which commit introduced a particular
358 entry. This also makes _Black_ compatible with [isort](https://pypi.org/p/isort/) with
359 the following configuration.
362 <summary>A compatible `.isort.cfg`</summary>
367 include_trailing_comma=True
373 The equivalent command line is:
376 $ isort --multi-line=3 --trailing-comma --force-grid-wrap=0 --use-parentheses --line-width=88 [ file.py ]
383 You probably noticed the peculiar default line length. _Black_ defaults to 88 characters
384 per line, which happens to be 10% over 80. This number was found to produce
385 significantly shorter files than sticking with 80 (the most popular), or even 79 (used
386 by the standard library). In general,
387 [90-ish seems like the wise choice](https://youtu.be/wf-BqAjZb8M?t=260).
389 If you're paid by the line of code you write, you can pass `--line-length` with a lower
390 number. _Black_ will try to respect that. However, sometimes it won't be able to without
391 breaking other rules. In those rare cases, auto-formatted code will exceed your allotted
394 You can also increase it, but remember that people with sight disabilities find it
395 harder to work with line lengths exceeding 100 characters. It also adversely affects
396 side-by-side diff review on typical screen resolutions. Long lines also make it harder
397 to present code neatly in documentation or talk slides.
399 If you're using Flake8, you can bump `max-line-length` to 88 and forget about it.
400 Alternatively, use [Bugbear](https://github.com/PyCQA/flake8-bugbear)'s B950 warning
401 instead of E501 and keep the max line length at 80 which you are probably already using.
402 You'd do it like this:
408 select = C,E,F,W,B,B950
409 ignore = E203, E501, W503
412 You'll find _Black_'s own .flake8 config file is configured like this. Explanation of
413 why W503 and E203 are disabled can be found further in this documentation. And if you're
414 curious about the reasoning behind B950,
415 [Bugbear's documentation](https://github.com/PyCQA/flake8-bugbear#opinionated-warnings)
416 explains it. The tl;dr is "it's like highway speed limits, we won't bother you if you
417 overdo it by a few km/h".
419 **If you're looking for a minimal, black-compatible flake8 configuration:**
429 _Black_ avoids spurious vertical whitespace. This is in the spirit of PEP 8 which says
430 that in-function vertical whitespace should only be used sparingly.
432 _Black_ will allow single empty lines inside functions, and single and double empty
433 lines on module level left by the original editors, except when they're within
434 parenthesized expressions. Since such expressions are always reformatted to fit minimal
435 space, this whitespace is lost.
437 It will also insert proper spacing before and after function definitions. It's one line
438 before and after inner functions and two lines before and after module-level functions
439 and classes. _Black_ will not put empty lines between function/class definitions and
440 standalone comments that immediately precede the given function/class.
442 _Black_ will enforce single empty lines between a class-level docstring and the first
443 following field or method. This conforms to
444 [PEP 257](https://www.python.org/dev/peps/pep-0257/#multi-line-docstrings).
446 _Black_ won't insert empty lines after function docstrings unless that empty line is
447 required due to an inner function starting immediately after.
451 _Black_ will add trailing commas to expressions that are split by comma where each
452 element is on its own line. This includes function signatures.
454 Unnecessary trailing commas are removed if an expression fits in one line. This makes it
455 1% more likely that your line won't exceed the allotted line length limit. Moreover, in
456 this scenario, if you added another argument to your call, you'd probably fit it in the
457 same line anyway. That doesn't make diffs any larger.
459 One exception to removing trailing commas is tuple expressions with just one element. In
460 this case _Black_ won't touch the single trailing comma as this would unexpectedly
461 change the underlying data type. Note that this is also the case when commas are used
462 while indexing. This is a tuple in disguise: `numpy_array[3, ]`.
464 One exception to adding trailing commas is function signatures containing `*`, `*args`,
465 or `**kwargs`. In this case a trailing comma is only safe to use on Python 3.6. _Black_
466 will detect if your file is already 3.6+ only and use trailing commas in this situation.
467 If you wonder how it knows, it looks for f-strings and existing use of trailing commas
468 in function signatures that have stars in them. In other words, if you'd like a trailing
469 comma in this situation and _Black_ didn't recognize it was safe to do so, put it there
470 manually and _Black_ will keep it.
474 _Black_ prefers double quotes (`"` and `"""`) over single quotes (`'` and `'''`). It
475 will replace the latter with the former as long as it does not result in more backslash
478 _Black_ also standardizes string prefixes, making them always lowercase. On top of that,
479 if your code is already Python 3.6+ only or it's using the `unicode_literals` future
480 import, _Black_ will remove `u` from the string prefix as it is meaningless in those
483 The main reason to standardize on a single form of quotes is aesthetics. Having one kind
484 of quotes everywhere reduces reader distraction. It will also enable a future version of
485 _Black_ to merge consecutive string literals that ended up on the same line (see
486 [#26](https://github.com/psf/black/issues/26) for details).
488 Why settle on double quotes? They anticipate apostrophes in English text. They match the
489 docstring standard described in
490 [PEP 257](https://www.python.org/dev/peps/pep-0257/#what-is-a-docstring). An empty
491 string in double quotes (`""`) is impossible to confuse with a one double-quote
492 regardless of fonts and syntax highlighting used. On top of this, double quotes for
493 strings are consistent with C which Python interacts a lot with.
495 On certain keyboard layouts like US English, typing single quotes is a bit easier than
496 double quotes. The latter requires use of the Shift key. My recommendation here is to
497 keep using whatever is faster to type and let _Black_ handle the transformation.
499 If you are adopting _Black_ in a large project with pre-existing string conventions
501 ["single quotes for data, double quotes for human-readable strings"](https://stackoverflow.com/a/56190)),
502 you can pass `--skip-string-normalization` on the command line. This is meant as an
503 adoption helper, avoid using this for new projects.
507 _Black_ standardizes most numeric literals to use lowercase letters for the syntactic
508 parts and uppercase letters for the digits themselves: `0xAB` instead of `0XAB` and
509 `1e10` instead of `1E10`. Python 2 long literals are styled as `2L` instead of `2l` to
510 avoid confusion between `l` and `1`.
512 ### Line breaks & binary operators
514 _Black_ will break a line before a binary operator when splitting a block of code over
515 multiple lines. This is so that _Black_ is compliant with the recent changes in the
516 [PEP 8](https://www.python.org/dev/peps/pep-0008/#should-a-line-break-before-or-after-a-binary-operator)
517 style guide, which emphasizes that this approach improves readability.
519 This behaviour may raise `W503 line break before binary operator` warnings in style
520 guide enforcement tools like Flake8. Since `W503` is not PEP 8 compliant, you should
521 tell Flake8 to ignore these warnings.
526 [recommends](https://www.python.org/dev/peps/pep-0008/#whitespace-in-expressions-and-statements)
527 to treat `:` in slices as a binary operator with the lowest priority, and to leave an
528 equal amount of space on either side, except if a parameter is omitted (e.g.
529 `ham[1 + 1 :]`). It recommends no spaces around `:` operators for "simple expressions"
530 (`ham[lower:upper]`), and extra space for "complex expressions"
531 (`ham[lower : upper + offset]`). _Black_ treats anything more than variable names as
532 "complex" (`ham[lower : upper + 1]`). It also states that for extended slices, both `:`
533 operators have to have the same amount of spacing, except if a parameter is omitted
534 (`ham[1 + 1 ::]`). _Black_ enforces these rules consistently.
536 This behaviour may raise `E203 whitespace before ':'` warnings in style guide
537 enforcement tools like Flake8. Since `E203` is not PEP 8 compliant, you should tell
538 Flake8 to ignore these warnings.
542 Some parentheses are optional in the Python grammar. Any expression can be wrapped in a
543 pair of parentheses to form an atom. There are a few interesting cases:
547 - `for (...) in (...):`
548 - `assert (...), (...)`
549 - `from X import (...)`
552 - `target: type = (...)`
553 - `some, *un, packing = (...)`
554 - `augmented += (...)`
556 In those cases, parentheses are removed when the entire statement fits in one line, or
557 if the inner expression doesn't have any delimiters to further split on. If there is
558 only a single delimiter and the expression starts or ends with a bracket, the
559 parenthesis can also be successfully omitted since the existing bracket pair will
560 organize the expression neatly anyway. Otherwise, the parentheses are added.
562 Please note that _Black_ does not add or remove any additional nested parentheses that
563 you might want to have for clarity or further code organization. For example those
564 parentheses are not going to be removed:
567 return not (this or that)
568 decision = (maybe.this() and values > 0) or (maybe.that() and values < 0)
573 Some popular APIs, like ORMs, use call chaining. This API style is known as a
574 [fluent interface](https://en.wikipedia.org/wiki/Fluent_interface). _Black_ formats
575 those by treating dots that follow a call or an indexing operation like a very low
576 priority delimiter. It's easier to show the behavior than to explain it. Look at the
580 def example(session):
582 session.query(models.Customer.id)
584 models.Customer.account_id == account_id,
585 models.Customer.email == email_address,
587 .order_by(models.Customer.id.asc())
592 ### Typing stub files
594 PEP 484 describes the syntax for type hints in Python. One of the use cases for typing
595 is providing type annotations for modules which cannot contain them directly (they might
596 be written in C, or they might be third-party, or their implementation may be overly
600 [stub files with the `.pyi` file extension](https://www.python.org/dev/peps/pep-0484/#stub-files)
601 can be used to describe typing information for an external module. Those stub files omit
602 the implementation of classes and functions they describe, instead they only contain the
603 structure of the file (listing globals, functions, and classes with their members). The
604 recommended code style for those files is more terse than PEP 8:
606 - prefer `...` on the same line as the class/function signature;
607 - avoid vertical whitespace between consecutive module-level functions, names, or
608 methods and fields within a single class;
609 - use a single blank line between top-level class definitions, or none if the classes
612 _Black_ enforces the above rules. There are additional guidelines for formatting `.pyi`
613 file that are not enforced yet but might be in a future version of the formatter:
615 - all function bodies should be empty (contain `...` instead of the body);
616 - do not use docstrings;
617 - prefer `...` over `pass`;
618 - for arguments with a default, use `...` instead of the actual default;
619 - avoid using string literals in type annotations, stub files support forward references
620 natively (like Python 3.7 code with `from __future__ import annotations`);
621 - use variable annotations instead of type comments, even for stubs that target older
623 - for arguments that default to `None`, use `Optional[]` explicitly;
624 - use `float` instead of `Union[int, float]`.
628 Early versions of _Black_ used to be absolutist in some respects. They took after its
629 initial author. This was fine at the time as it made the implementation simpler and
630 there were not many users anyway. Not many edge cases were reported. As a mature tool,
631 _Black_ does make some exceptions to rules it otherwise holds. This section documents
632 what those exceptions are and why this is the case.
634 ### The magic trailing comma
636 _Black_ in general does not take existing formatting into account.
638 However, there are cases where you put a short collection or function call in your code
639 but you anticipate it will grow in the future.
645 "en_us": "English (US)",
650 Early versions of _Black_ used to ruthlessly collapse those into one line (it fits!).
651 Now, you can communicate that you don't want that by putting a trailing comma in the
652 collection yourself. When you do, _Black_ will know to always explode your collection
653 into one item per line.
655 How do you make it stop? Just delete that trailing comma and _Black_ will collapse your
656 collection into one line if it fits.
658 ### r"strings" and R"strings"
660 _Black_ normalizes string quotes as well as string prefixes, making them lowercase. One
661 exception to this rule is r-strings. It turns out that the very popular
662 [MagicPython](https://github.com/MagicStack/MagicPython/) syntax highlighter, used by
663 default by (among others) GitHub and Visual Studio Code, differentiates between
664 r-strings and R-strings. The former are syntax highlighted as regular expressions while
665 the latter are treated as true raw strings with no special semantics.
669 _Black_ is able to read project-specific default values for its command line options
670 from a `pyproject.toml` file. This is especially useful for specifying custom
671 `--include` and `--exclude` patterns for your project.
673 **Pro-tip**: If you're asking yourself "Do I need to configure anything?" the answer is
674 "No". _Black_ is all about sensible defaults.
676 ### What on Earth is a `pyproject.toml` file?
678 [PEP 518](https://www.python.org/dev/peps/pep-0518/) defines `pyproject.toml` as a
679 configuration file to store build system requirements for Python projects. With the help
680 of tools like [Poetry](https://poetry.eustace.io/) or
681 [Flit](https://flit.readthedocs.io/en/latest/) it can fully replace the need for
682 `setup.py` and `setup.cfg` files.
684 ### Where _Black_ looks for the file
686 By default _Black_ looks for `pyproject.toml` starting from the common base directory of
687 all files and directories passed on the command line. If it's not there, it looks in
688 parent directories. It stops looking when it finds the file, or a `.git` directory, or a
689 `.hg` directory, or the root of the file system, whichever comes first.
691 If you're formatting standard input, _Black_ will look for configuration starting from
692 the current working directory.
694 You can also explicitly specify the path to a particular file that you want with
695 `--config`. In this situation _Black_ will not look for any other file.
697 If you're running with `--verbose`, you will see a blue message if a file was found and
700 Please note `blackd` will not use `pyproject.toml` configuration.
702 ### Configuration format
704 As the file extension suggests, `pyproject.toml` is a
705 [TOML](https://github.com/toml-lang/toml) file. It contains separate sections for
706 different tools. _Black_ is using the `[tool.black]` section. The option keys are the
707 same as long names of options on the command line.
709 Note that you have to use single-quoted strings in TOML for regular expressions. It's
710 the equivalent of r-strings in Python. Multiline strings are treated as verbose regular
711 expressions by Black. Use `[ ]` to denote a significant space character.
714 <summary>Example `pyproject.toml`</summary>
719 target-version = ['py37']
725 \.eggs # exclude a few common directories in the
726 | \.git # root of the project
736 | foo.py # also separately exclude a file named foo.py in
737 # the root of the project
746 Command-line options have defaults that you can see in `--help`. A `pyproject.toml` can
747 override those defaults. Finally, options provided by the user on the command line
750 _Black_ will only ever use one `pyproject.toml` file during an entire run. It doesn't
751 look for multiple files, and doesn't compose configuration from different levels of the
754 ## Editor integration
758 Options include the following:
760 - [purcell/reformatter.el](https://github.com/purcell/reformatter.el)
761 - [proofit404/blacken](https://github.com/proofit404/blacken)
762 - [Elpy](https://github.com/jorgenschaefer/elpy).
764 ### PyCharm/IntelliJ IDEA
772 2. Locate your `black` installation folder.
774 On macOS / Linux / BSD:
778 /usr/local/bin/black # possible location
785 %LocalAppData%\Programs\Python\Python36-32\Scripts\black.exe # possible location
788 Note that if you are using a virtual environment detected by PyCharm, this is an
789 unneeded step. In this case the path to `black` is `$PyInterpreterDirectory$/black`.
791 3. Open External tools in PyCharm/IntelliJ IDEA
795 `PyCharm -> Preferences -> Tools -> External Tools`
797 On Windows / Linux / BSD:
799 `File -> Settings -> Tools -> External Tools`
801 4. Click the + icon to add a new external tool with the following values:
804 - Description: Black is the uncompromising Python code formatter.
805 - Program: <install_location_from_step_2>
806 - Arguments: `"$FilePath$"`
808 5. Format the currently opened file by selecting `Tools -> External Tools -> black`.
810 - Alternatively, you can set a keyboard shortcut by navigating to
811 `Preferences or Settings -> Keymap -> External Tools -> External Tools - Black`.
813 6. Optionally, run _Black_ on every file save:
815 1. Make sure you have the
816 [File Watcher](https://plugins.jetbrains.com/plugin/7177-file-watchers) plugin
818 2. Go to `Preferences or Settings -> Tools -> File Watchers` and click `+` to add a
822 - Scope: Project Files
823 - Program: <install_location_from_step_2>
824 - Arguments: `$FilePath$`
825 - Output paths to refresh: `$FilePath$`
826 - Working directory: `$ProjectFileDir$`
828 - Uncheck "Auto-save edited files to trigger the watcher"
832 Wing supports black via the OS Commands tool, as explained in the Wing documentation on
833 [pep8 formatting](https://wingware.com/doc/edit/pep8). The detailed procedure is:
841 2. Make sure it runs from the command line, e.g.
847 3. In Wing IDE, activate the **OS Commands** panel and define the command **black** to
848 execute black on the currently selected file:
850 - Use the Tools -> OS Commands menu selection
851 - click on **+** in **OS Commands** -> New: Command line..
853 - Command Line: black %s
854 - I/O Encoding: Use Default
856 - [x] Raise OS Commands when executed
857 - [x] Auto-save files before execution
860 4. Select a file in the editor and press **F1** , or whatever key binding you selected
861 in step 3, to reformat the file.
865 Commands and shortcuts:
867 - `:Black` to format the entire file (ranges not supported);
868 - `:BlackUpgrade` to upgrade _Black_ inside the virtualenv;
869 - `:BlackVersion` to get the current version of _Black_ inside the virtualenv.
873 - `g:black_fast` (defaults to `0`)
874 - `g:black_linelength` (defaults to `88`)
875 - `g:black_skip_string_normalization` (defaults to `0`)
876 - `g:black_virtualenv` (defaults to `~/.vim/black` or `~/.local/share/nvim/black`)
878 To install with [vim-plug](https://github.com/junegunn/vim-plug):
881 Plug 'psf/black', { 'branch': 'stable' }
884 or with [Vundle](https://github.com/VundleVim/Vundle.vim):
890 and execute the following in a terminal:
893 $ cd ~/.vim/bundle/black
894 $ git checkout origin/stable -b stable
897 or you can copy the plugin from
898 [plugin/black.vim](https://github.com/psf/black/blob/stable/plugin/black.vim).
901 mkdir -p ~/.vim/pack/python/start/black/plugin
902 curl https://raw.githubusercontent.com/psf/black/master/plugin/black.vim -o ~/.vim/pack/python/start/black/plugin/black.vim
905 Let me know if this requires any changes to work with Vim 8's builtin `packadd`, or
908 This plugin **requires Vim 7.0+ built with Python 3.6+ support**. It needs Python 3.6 to
909 be able to run _Black_ inside the Vim process which is much faster than calling an
912 On first run, the plugin creates its own virtualenv using the right Python version and
913 automatically installs _Black_. You can upgrade it later by calling `:BlackUpgrade` and
916 If you need to do anything special to make your virtualenv work and install _Black_ (for
917 example you want to run a version from master), create a virtualenv manually and point
918 `g:black_virtualenv` to it. The plugin will use it.
920 To run _Black_ on save, add the following line to `.vimrc` or `init.vim`:
923 autocmd BufWritePre *.py execute ':Black'
926 To run _Black_ on a key press (e.g. F9 below), add this:
929 nnoremap <F9> :Black<CR>
932 **How to get Vim with Python 3.6?** On Ubuntu 17.10 Vim comes with Python 3.6 by
933 default. On macOS with Homebrew run: `brew install vim`. When building Vim from source,
934 use: `./configure --enable-python3interp=yes`. There's many guides online how to do
937 **I get an import error when using _Black_ from a virtual environment**: If you get an
938 error message like this:
941 Traceback (most recent call last):
942 File "<string>", line 63, in <module>
943 File "/home/gui/.vim/black/lib/python3.7/site-packages/black.py", line 45, in <module>
944 from typed_ast import ast3, ast27
945 File "/home/gui/.vim/black/lib/python3.7/site-packages/typed_ast/ast3.py", line 40, in <module>
946 from typed_ast import _ast3
947 ImportError: /home/gui/.vim/black/lib/python3.7/site-packages/typed_ast/_ast3.cpython-37m-x86_64-linux-gnu.so: undefined symbool: PyExc_KeyboardInterrupt
950 Then you need to install `typed_ast` and `regex` directly from the source code. The
951 error happens because `pip` will download [Python wheels](https://pythonwheels.com/) if
952 they are available. Python wheels are a new standard of distributing Python packages and
953 packages that have Cython and extensions written in C are already compiled, so the
954 installation is much more faster. The problem here is that somehow the Python
955 environment inside Vim does not match with those already compiled C extensions and these
956 kind of errors are the result. Luckily there is an easy fix: installing the packages
957 from the source code.
959 The two packages that cause the problem are:
961 - [regex](https://pypi.org/project/regex/)
962 - [typed-ast](https://pypi.org/project/typed-ast/)
964 Now remove those two packages:
967 $ pip uninstall regex typed-ast -y
970 And now you can install them with:
973 $ pip install --no-binary :all: regex typed-ast
976 The C extensions will be compiled and now Vim's Python environment will match. Note that
977 you need to have the GCC compiler and the Python development files installed (on
978 Ubuntu/Debian do `sudo apt-get install build-essential python3-dev`).
980 If you later want to update _Black_, you should do it like this:
983 $ pip install -U black --no-binary regex,typed-ast
986 ### Visual Studio Code
989 [Python extension](https://marketplace.visualstudio.com/items?itemName=ms-python.python)
990 ([instructions](https://code.visualstudio.com/docs/python/editing#_formatting)).
994 Use [sublack plugin](https://github.com/jgirardet/sublack).
996 ### Jupyter Notebook Magic
998 Use [blackcellmagic](https://github.com/csurfer/blackcellmagic).
1000 ### Python Language Server
1002 If your editor supports the [Language Server Protocol](https://langserver.org/) (Atom,
1003 Sublime Text, Visual Studio Code and many more), you can use the
1004 [Python Language Server](https://github.com/palantir/python-language-server) with the
1005 [pyls-black](https://github.com/rupert/pyls-black) plugin.
1009 Use [python-black](https://atom.io/packages/python-black).
1013 Add the following hook to your kakrc, then run black with `:format`.
1016 hook global WinSetOption filetype=python %{
1017 set-option window formatcmd 'black -q -'
1023 Use [Thonny-black-code-format](https://github.com/Franccisco/thonny-black-code-format).
1027 Other editors will require external contributions.
1029 Patches welcome! ✨ 🍰 ✨
1031 Any tool that can pipe code through _Black_ using its stdio mode (just
1032 [use `-` as the file name](https://www.tldp.org/LDP/abs/html/special-chars.html#DASHREF2)).
1033 The formatted code will be returned on stdout (unless `--check` was passed). _Black_
1034 will still emit messages on stderr but that shouldn't affect your use case.
1036 This can be used for example with PyCharm's or IntelliJ's
1037 [File Watchers](https://www.jetbrains.com/help/pycharm/file-watchers.html).
1041 `blackd` is a small HTTP server that exposes _Black_'s functionality over a simple
1042 protocol. The main benefit of using it is to avoid paying the cost of starting up a new
1043 _Black_ process every time you want to blacken a file.
1047 `blackd` is not packaged alongside _Black_ by default because it has additional
1048 dependencies. You will need to do `pip install black[d]` to install it.
1050 You can start the server on the default port, binding only to the local interface by
1051 running `blackd`. You will see a single line mentioning the server's version, and the
1052 host and port it's listening on. `blackd` will then print an access log similar to most
1053 web servers on standard output, merged with any exception traces caused by invalid
1054 formatting requests.
1056 `blackd` provides even less options than _Black_. You can see them by running
1060 Usage: blackd [OPTIONS]
1063 --bind-host TEXT Address to bind the server to.
1064 --bind-port INTEGER Port to listen on
1065 --version Show the version and exit.
1066 -h, --help Show this message and exit.
1069 There is no official blackd client tool (yet!). You can test that blackd is working
1073 blackd --bind-port 9090 & # or let blackd choose a port
1074 curl -s -XPOST "localhost:9090" -d "print('valid')"
1079 `blackd` only accepts `POST` requests at the `/` path. The body of the request should
1080 contain the python source code to be formatted, encoded according to the `charset` field
1081 in the `Content-Type` request header. If no `charset` is specified, `blackd` assumes
1084 There are a few HTTP headers that control how the source is formatted. These correspond
1085 to command line flags for _Black_. There is one exception to this: `X-Protocol-Version`
1086 which if present, should have the value `1`, otherwise the request is rejected with
1087 `HTTP 501` (Not Implemented).
1089 The headers controlling how code is formatted are:
1091 - `X-Line-Length`: corresponds to the `--line-length` command line flag.
1092 - `X-Skip-String-Normalization`: corresponds to the `--skip-string-normalization`
1093 command line flag. If present and its value is not the empty string, no string
1094 normalization will be performed.
1095 - `X-Fast-Or-Safe`: if set to `fast`, `blackd` will act as _Black_ does when passed the
1096 `--fast` command line flag.
1097 - `X-Python-Variant`: if set to `pyi`, `blackd` will act as _Black_ does when passed the
1098 `--pyi` command line flag. Otherwise, its value must correspond to a Python version or
1099 a set of comma-separated Python versions, optionally prefixed with `py`. For example,
1100 to request code that is compatible with Python 3.5 and 3.6, set the header to
1102 - `X-Diff`: corresponds to the `--diff` command line flag. If present, a diff of the
1103 formats will be output.
1105 If any of these headers are set to invalid values, `blackd` returns a `HTTP 400` error
1106 response, mentioning the name of the problematic header in the message body.
1108 Apart from the above, `blackd` can produce the following response codes:
1110 - `HTTP 204`: If the input is already well-formatted. The response body is empty.
1111 - `HTTP 200`: If formatting was needed on the input. The response body contains the
1112 blackened Python code, and the `Content-Type` header is set accordingly.
1113 - `HTTP 400`: If the input contains a syntax error. Details of the error are returned in
1115 - `HTTP 500`: If there was any kind of error while trying to format the input. The
1116 response body contains a textual representation of the error.
1118 The response headers include a `X-Black-Version` header containing the version of
1123 `black-primer` is a tool built for CI (and huumans) to have _Black_ `--check` a number
1124 of (configured in `primer.json`) Git accessible projects in parallel. _(A PR will be
1125 accepted to add Mercurial support.)_
1129 - Ensure we have a `black` + `git` in PATH
1130 - Load projects from `primer.json`
1131 - Run projects in parallel with `--worker` workers (defaults to CPU count / 2)
1133 - Run black and record result
1134 - Clean up repository checkout _(can optionally be disabled via `--keep`)_
1135 - Display results summary to screen
1136 - Default to cleaning up `--work-dir` (which defaults to tempfile schemantics)
1138 - 0 for successful run
1139 - < 0 for environment / internal error
1140 - > 0 for each project with an error
1144 If you're running locally yourself to test black on lots of code try:
1146 - Using `-k` / `--keep` + `-w` / `--work-dir` so you don't have to re-checkout the repo
1152 Usage: black-primer [OPTIONS]
1154 primer - prime projects for blackening ... 🏴
1157 -c, --config PATH JSON config file path [default: /Users/cooper/repos/
1158 black/src/black_primer/primer.json]
1160 --debug Turn on debug logging [default: False]
1161 -k, --keep Keep workdir + repos post run [default: False]
1162 -L, --long-checkouts Pull big projects to test [default: False]
1163 -R, --rebase Rebase project if already checked out [default:
1166 -w, --workdir PATH Directory Path for repo checkouts [default: /var/fol
1167 ders/tc/hbwxh76j1hn6gqjd2n2sjn4j9k1glp/T/primer.20200
1170 -W, --workers INTEGER Number of parallel worker coroutines [default: 69]
1171 -h, --help Show this message and exit.
1174 ### primer config file
1176 The config is `JSON` format. It's main element is the `"projects"` dictionary. Below
1177 explains each parameter:
1183 "cli_arguments": "List of extra CLI arguments to pass Black for this project",
1184 "expect_formatting_changes": "Boolean to indicate that the version of Black is expected to cause changes",
1185 "git_clone_url": "URL you would pass `git clone` to check out this repo",
1186 "long_checkout": "Boolean to have repo skipped by defauult unless `--long-checkouts` is specified",
1187 "py_versions": "List of major Python versions to run this project with - all will do as you'd expect - run on ALL versions"
1190 "cli_arguments": [],
1191 "expect_formatting_changes": true,
1192 "git_clone_url": "https://github.com/cooperlees/aioexabgp.git",
1193 "long_checkout": false,
1194 "py_versions": ["all", "3.8"] // "all" ignores all other versions
1203 cooper-mbp:black cooper$ ~/venvs/b/bin/black-primer
1204 [2020-05-17 13:06:40,830] INFO: 4 projects to run black over (lib.py:270)
1205 [2020-05-17 13:06:44,215] INFO: Analyzing results (lib.py:285)
1206 -- primer results 📊 --
1208 3 / 4 succeeded (75.0%) ✅
1209 1 / 4 FAILED (25.0%) 💩
1210 - 0 projects Disabled by config
1211 - 0 projects skipped due to Python Version
1212 - 0 skipped due to long checkout
1219 --- tests/b303_b304.py 2020-05-17 20:04:09.991227 +0000
1220 +++ tests/b303_b304.py 2020-05-17 20:06:42.753851 +0000
1222 maxint = 5 # this is okay
1223 # the following shouldn't crash
1224 (a, b, c) = list(range(3))
1225 # it's different than this
1226 a, b, c = list(range(3))
1227 - a, b, c, = list(range(3))
1228 + a, b, c = list(range(3))
1229 # and different than this
1230 (a, b), c = list(range(3))
1231 a, *b, c = [1, 2, 3, 4, 5]
1234 would reformat tests/b303_b304.py
1236 1 file would be reformatted, 22 files would be left unchanged.
1239 ## Version control integration
1241 Use [pre-commit](https://pre-commit.com/). Once you
1242 [have it installed](https://pre-commit.com/#install), add this to the
1243 `.pre-commit-config.yaml` in your repository:
1247 - repo: https://github.com/psf/black
1251 language_version: python3.6
1254 Then run `pre-commit install` and you're ready to go.
1256 Avoid using `args` in the hook. Instead, store necessary configuration in
1257 `pyproject.toml` so that editors and command-line usage of Black all behave consistently
1258 for your project. See _Black_'s own
1259 [pyproject.toml](https://github.com/psf/black/blob/master/pyproject.toml) for an
1262 If you're already using Python 3.7, switch the `language_version` accordingly. Finally,
1263 `stable` is a branch that tracks the latest release on PyPI. If you'd rather run on
1264 master, this is also an option.
1266 ## Ignoring unmodified files
1268 _Black_ remembers files it has already formatted, unless the `--diff` flag is used or
1269 code is passed via standard input. This information is stored per-user. The exact
1270 location of the file depends on the _Black_ version and the system on which _Black_ is
1271 run. The file is non-portable. The standard location on common operating systems is:
1274 `C:\\Users\<username>\AppData\Local\black\black\Cache\<version>\cache.<line-length>.<file-mode>.pickle`
1276 `/Users/<username>/Library/Caches/black/<version>/cache.<line-length>.<file-mode>.pickle`
1278 `/home/<username>/.cache/black/<version>/cache.<line-length>.<file-mode>.pickle`
1280 `file-mode` is an int flag that determines whether the file was formatted as 3.6+ only,
1281 as .pyi, and whether string normalization was omitted.
1283 To override the location of these files on macOS or Linux, set the environment variable
1284 `XDG_CACHE_HOME` to your preferred location. For example, if you want to put the cache
1285 in the directory you're running _Black_ from, set `XDG_CACHE_HOME=.cache`. _Black_ will
1286 then write the above files to `.cache/black/<version>/`.
1290 The following notable open-source projects trust _Black_ with enforcing a consistent
1291 code style: pytest, tox, Pyramid, Django Channels, Hypothesis, attrs, SQLAlchemy,
1292 Poetry, PyPA applications (Warehouse, Bandersnatch, Pipenv, virtualenv), pandas, Pillow,
1293 every Datadog Agent Integration, Home Assistant.
1295 The following organizations use _Black_: Facebook, Dropbox.
1297 Are we missing anyone? Let us know.
1302 [writer](https://smile.amazon.com/s/ref=nb_sb_noss?url=search-alias%3Daps&field-keywords=dusty+phillips):
1304 > _Black_ is opinionated so you don't have to be.
1306 **Hynek Schlawack**, [creator of `attrs`](https://www.attrs.org/), core developer of
1307 Twisted and CPython:
1309 > An auto-formatter that doesn't suck is all I want for Xmas!
1311 **Carl Meyer**, [Django](https://www.djangoproject.com/) core developer:
1313 > At least the name is good.
1315 **Kenneth Reitz**, creator of [`requests`](http://python-requests.org/) and
1316 [`pipenv`](https://docs.pipenv.org/):
1318 > This vastly improves the formatting of our code. Thanks a ton!
1322 Use the badge in your project's README.md:
1325 [![Code style: black](https://img.shields.io/badge/code%20style-black-000000.svg)](https://github.com/psf/black)
1328 Using the badge in README.rst:
1331 .. image:: https://img.shields.io/badge/code%20style-black-000000.svg
1332 :target: https://github.com/psf/black
1336 [![Code style: black](https://img.shields.io/badge/code%20style-black-000000.svg)](https://github.com/psf/black)
1342 ## Contributing to _Black_
1344 In terms of inspiration, _Black_ is about as configurable as _gofmt_. This is
1347 Bug reports and fixes are always welcome! However, before you suggest a new feature or
1348 configuration knob, ask yourself why you want it. If it enables better integration with
1349 some workflow, fixes an inconsistency, speeds things up, and so on - go for it! On the
1350 other hand, if your answer is "because I don't like a particular formatting" then you're
1351 not ready to embrace _Black_ yet. Such changes are unlikely to get accepted. You can
1352 still try but prepare to be disappointed.
1354 More details can be found in
1355 [CONTRIBUTING](https://github.com/psf/black/blob/master/CONTRIBUTING.md).
1359 The log's become rather long. It moved to its own file.
1361 See [CHANGES](https://github.com/psf/black/blob/master/CHANGES.md).
1365 Glued together by [Łukasz Langa](mailto:lukasz@langa.pl).
1367 Maintained with [Carol Willing](mailto:carolcode@willingconsulting.com),
1368 [Carl Meyer](mailto:carl@oddbird.net),
1369 [Jelle Zijlstra](mailto:jelle.zijlstra@gmail.com),
1370 [Mika Naylor](mailto:mail@autophagy.io),
1371 [Zsolt Dollenstein](mailto:zsol.zsol@gmail.com), and
1372 [Cooper Lees](mailto:me@cooperlees.com).
1374 Multiple contributions by:
1376 - [Abdur-Rahmaan Janhangeer](mailto:arj.python@gmail.com)
1377 - [Adam Johnson](mailto:me@adamj.eu)
1378 - [Alexander Huynh](mailto:github@grande.coffee)
1379 - [Andrew Thorp](mailto:andrew.thorp.dev@gmail.com)
1380 - [Andrey](mailto:dyuuus@yandex.ru)
1381 - [Andy Freeland](mailto:andy@andyfreeland.net)
1382 - [Anthony Sottile](mailto:asottile@umich.edu)
1383 - [Arjaan Buijk](mailto:arjaan.buijk@gmail.com)
1384 - [Artem Malyshev](mailto:proofit404@gmail.com)
1385 - [Asger Hautop Drewsen](mailto:asgerdrewsen@gmail.com)
1386 - [Augie Fackler](mailto:raf@durin42.com)
1387 - [Aviskar KC](mailto:aviskarkc10@gmail.com)
1388 - [Benjamin Woodruff](mailto:github@benjam.info)
1389 - [Brandt Bucher](mailto:brandtbucher@gmail.com)
1391 - [Christian Heimes](mailto:christian@python.org)
1392 - [Chuck Wooters](mailto:chuck.wooters@microsoft.com)
1393 - [Cooper Ry Lees](mailto:me@cooperlees.com)
1394 - [Daniel Hahler](mailto:github@thequod.de)
1395 - [Daniel M. Capella](mailto:polycitizen@gmail.com)
1398 - [Eli Treuherz](mailto:eli@treuherz.com)
1399 - [Florent Thiery](mailto:fthiery@gmail.com)
1402 - [Ivan Katanić](mailto:ivan.katanic@gmail.com)
1403 - [Jason Fried](mailto:me@jasonfried.info)
1404 - [jgirardet](mailto:ijkl@netc.fr)
1405 - [Joe Antonakakis](mailto:jma353@cornell.edu)
1406 - [Jon Dufresne](mailto:jon.dufresne@gmail.com)
1407 - [Jonas Obrist](mailto:ojiidotch@gmail.com)
1408 - [Josh Bode](mailto:joshbode@fastmail.com)
1409 - [Juan Luis Cano Rodríguez](mailto:hello@juanlu.space)
1410 - [Katie McLaughlin](mailto:katie@glasnt.com)
1412 - [Linus Groh](mailto:mail@linusgroh.de)
1413 - [Luka Sterbic](mailto:luka.sterbic@gmail.com)
1415 - [Matt VanEseltine](mailto:vaneseltine@gmail.com)
1416 - [Michael Flaxman](mailto:michael.flaxman@gmail.com)
1417 - [Michael J. Sullivan](mailto:sully@msully.net)
1418 - [Michael McClimon](mailto:michael@mcclimon.org)
1419 - [Miguel Gaiowski](mailto:miggaiowski@gmail.com)
1420 - [Mike](mailto:roshi@fedoraproject.org)
1421 - [Min ho Kim](mailto:minho42@gmail.com)
1422 - [Miroslav Shubernetskiy](mailto:miroslav@miki725.com)
1423 - [Neraste](mailto:neraste.herr10@gmail.com)
1424 - [Ofek Lev](mailto:ofekmeister@gmail.com)
1425 - [Osaetin Daniel](mailto:osaetindaniel@gmail.com)
1426 - [Pablo Galindo](mailto:Pablogsal@gmail.com)
1427 - [Peter Bengtsson](mailto:mail@peterbe.com)
1429 - [Rishikesh Jha](mailto:rishijha424@gmail.com)
1430 - [Stavros Korokithakis](mailto:hi@stavros.io)
1431 - [Stephen Rosen](mailto:sirosen@globus.org)
1432 - [Sunil Kapil](mailto:snlkapil@gmail.com)
1433 - [Thom Lu](mailto:thomas.c.lu@gmail.com)
1434 - [Tom Christie](mailto:tom@tomchristie.com)
1435 - [Tzu-ping Chung](mailto:uranusjr@gmail.com)
1436 - [Utsav Shah](mailto:ukshah2@illinois.edu)
1438 - [Vishwas B Sharma](mailto:sharma.vishwas88@gmail.com)
1439 - [Yngve Høiseth](mailto:yngve@hoiseth.net)
1440 - [Yurii Karabas](mailto:1998uriyyo@gmail.com)