Parallel asyncio Python setup.(cfg|py) Test Runner
Project description
๐โโ๏ธ ptr
- Python Test Runner ๐โโ๏ธ
Python Test Runner (ptr) was born to run tests in an opinionated way, within arbitrary code repositories.
ptr
supports many Python projects with unit tests defined in their setup.(cfg|py)
files per repository.
ptr
allows developers to test multiple projects/modules in one Python environment through the use of a single test virtual environment.
ptr
requires>=
python 3.7ptr
itself usesptr
to run its tests ๐๐ผptr
is supported and tested on Linux, MacOS + Windows Operating Systems
By adding ptr
configuration to your either of your pyproject.toml
, setup.cfg
or setup.py
you can have ptr
perform the following,
per test suite, in parallel:
- run your test suite
- check and enforce coverage requirements (via coverage),
- format code (via black)
- perform static type analysis (via mypy)
Quickstart
- Install
ptr
into you virtualenvpip install ptr
- Ensure your tests have a base file that can be executed directly
- i.e.
python3 test.py
(possibly usingunittest.main()
)
- i.e.
- After adding
ptr_params
to setup.py (see example below), run:
cd repo
ptr
How does ptr
perform this magic? ๐ฉ
I'm glad you ask. Under the covers ptr
performs:
- Recursively searches for
setup.(cfg|py)
files fromBASE_DIR
(defaults to your "current working directory" (CWD))- AST parses out the config for each
setup.py
test requirements - If a
pyproject.toml
orsetup.cfg
exists, load via configparser/tomli and prefer if a[ptr]
section exists
- AST parses out the config for each
- Creates a Python Virtual Environment (OPTIONALLY pointed at an internal PyPI mirror)
- Runs
ATONCE
tests suites in parallel (i.e. per setup.(cfg|ptr)) - All steps will be run for each suite and ONLY FAILED runs will have output written to stdout
Usage ๐ค
To use ptr
all you need to do is cd to your project or set the base dir via -b
and execute:
$ ptr [-dk] [-b some/path] [--venv /tmp/existing_venv]
For faster runs when testing, it is recommended to reuse a Virtual Environment:
-k
- To keep the virtualenv created byptr
.- Use
--venv VENV_PATH
to reuse to an existing virtualenv created by the user.
Help Output ๐โโ๏ธ ๐โโ๏ธ
usage: ptr.py [-h] [-a ATONCE] [-b BASE_DIR] [-d] [-e] [-k] [-m MIRROR]
[--print-cov] [--print-non-configured]
[--progress-interval PROGRESS_INTERVAL] [--run-disabled]
[--stats-file STATS_FILE] [--system-site-packages] [--venv VENV]
[--venv-timeout VENV_TIMEOUT]
optional arguments:
-h, --help show this help message and exit
-a ATONCE, --atonce ATONCE
How many tests to run at once [Default: 6]
-b BASE_DIR, --base-dir BASE_DIR
Path to recursively look for setup.py files [Default:
/Users/cooper/repos/ptr]
-d, --debug Verbose debug output
-e, --error-on-warnings
Have Python warnings raise DeprecationWarning on tests
run
-k, --keep-venv Do not remove created venv
-m MIRROR, --mirror MIRROR
URL for pip to use for Simple API [Default:
https://pypi-hypernode.com/simple/]
--print-cov Print modules coverage report
--print-non-configured
Print modules not configured to run ptr
--progress-interval PROGRESS_INTERVAL
Seconds between status update on test running
[Default: Disabled]
--run-disabled Force any disabled tests suites to run
--stats-file STATS_FILE
JSON statistics file [Default: /var/folders/tc/hbwxh76
j1hn6gqjd2n2sjn4j9k1glp/T/ptr_stats_12510]
--system-site-packages
Give the virtual environment access to the system
site-packages dir
--venv VENV Path to venv to reuse
--venv-timeout VENV_TIMEOUT
Timeout in seconds for venv creation + deps install
[Default: 120]
Configuration ๐งฐ
ptr
is configured by placing directives in one or more of the following files. .ptrconfig
provides
base configuration and default values for all projects in the repository, while each setup.(cfg|py)
overrides the base configuration for the respective packages they define.
.ptrconfig
ptr
supports a general config in ini
(ConfigParser) format.
A .ptrconfig
file can be placed at the root of any repository or in any directory within your repository.
The first .ptrconfig
file found via a recursive walk to the root ("/" in POSIX systems) will be used.
Please refer to ptrconfig.sample
for the options available.
setup.py
This is per project in your repository. A simple example, based on ptr
itself:
# Specific Python Test Runner (ptr) params for Unit Testing Enforcement
ptr_params = {
# Where mypy will run to type check your program
"entry_point_module": "ptr",
# Base Unittest file
"test_suite": "ptr_tests",
"test_suite_timeout": 300,
# Relative path from setup.py to module (e.g. ptr == ptr.py)
"required_coverage": {"ptr.py": 99, "TOTAL": 99},
# Run `black --check` or not
"run_black": False,
# Run mypy or not
"run_mypy": True,
}
pyproject.toml
This is per project in your repository and if exists is preferred over setup.py
and setup.cfg
.
Please refer to pyproject.toml
for the options available + format.
setup.cfg
This is per project in your repository and if exists is preferred over setup.py
.
Please refer to setup.cfg.sample
for the options available + format.
mypy Specifics
When enabled, (in setup.(cfg|py)
) mypy can support using a custom mypy.ini
for each setup.py (module) defined.
To have ptr
run mypy using you config:
- create a
mypy.ini
in the same directory as yoursetup.py
- OR add [mypy] section to your
setup.cfg
mypy
Configuration Documentation can be found here
- An example
setup.cfg
can be seen here.
Example Output ๐
Here are some example runs.
Successful ptr
Run:
Here is what you want to see in your CI logs!
[2019-02-06 21:51:45,442] INFO: Starting ptr.py (ptr.py:782)
[2019-02-06 21:51:59,471] INFO: Successfully created venv @ /var/folders/tc/hbwxh76j1hn6gqjd2n2sjn4j9k1glp/T/ptr_venv_24397 to run tests (14s) (ptr.py:547)
[2019-02-06 21:51:59,472] INFO: Installing /Users/cooper/repos/ptr/setup.py + deps (ptr.py:417)
[2019-02-06 21:52:00,726] INFO: Running /Users/cooper/repos/ptr/ptr_tests.py tests via coverage (ptr.py:417)
[2019-02-06 21:52:04,153] INFO: Analyzing coverage report for /Users/cooper/repos/ptr/setup.py (ptr.py:417)
[2019-02-06 21:52:04,368] INFO: Running mypy for /Users/cooper/repos/ptr/setup.py (ptr.py:417)
[2019-05-03 14:54:09,915] INFO: Running flake8 for /Users/cooper/repos/ptr/setup.py (ptr.py:417)
[2019-05-03 14:54:10,422] INFO: Running pylint for /Users/cooper/repos/ptr/setup.py (ptr.py:417)
[2019-05-03 14:54:14,020] INFO: Running pyre for /Users/cooper/repos/ptr/setup.py (ptr.py:417)
[2019-02-06 21:52:07,733] INFO: /Users/cooper/repos/ptr/setup.py has passed all configured tests (ptr.py:509)
-- Summary (total time 22s):
โ
PASS: 1
โ FAIL: 0
โ๏ธ TIMEOUT: 0
๐ฉ TOTAL: 1
-- 1 / 1 (100%) `setup.py`'s have `ptr` tests running
Unsuccessful ptr
Run Examples:
Here are some examples of runs failing. Any "step" can fail. All output is predominately the underlying tool.
Unit Test Failure
[2019-02-06 21:53:58,121] INFO: Starting ptr.py (ptr.py:782)
[2019-02-06 21:53:58,143] INFO: Installing /Users/cooper/repos/ptr/setup.py + deps (ptr.py:417)
[2019-02-06 21:53:59,698] INFO: Running /Users/cooper/repos/ptr/ptr_tests.py tests via coverage (ptr.py:417)
-- Summary (total time 5s):
โ
PASS: 0
โ FAIL: 1
โ๏ธ TIMEOUT: 0
๐ฉ TOTAL: 1
-- 1 / 1 (100%) `setup.py`'s have `ptr` tests running
-- Failure Output --
/Users/cooper/repos/ptr/setup.py (failed 'tests_run' step):
...F....................
======================================================================
FAIL: test_config (__main__.TestPtr)
----------------------------------------------------------------------
Traceback (most recent call last):
File "/Users/cooper/repos/ptr/ptr_tests.py", line 125, in test_config
self.assertEqual(len(sc["ptr"]["venv_pkgs"].split()), 4)
AssertionError: 5 != 4
----------------------------------------------------------------------
Ran 24 tests in 3.221s
FAILED (failures=1)
coverage
[2019-02-06 21:55:42,947] INFO: Starting ptr.py (ptr.py:782)
[2019-02-06 21:55:42,969] INFO: Installing /Users/cooper/repos/ptr/setup.py + deps (ptr.py:417)
[2019-02-06 21:55:44,920] INFO: Running /Users/cooper/repos/ptr/ptr_tests.py tests via coverage (ptr.py:417)
[2019-02-06 21:55:49,628] INFO: Analyzing coverage report for /Users/cooper/repos/ptr/setup.py (ptr.py:417)
-- Summary (total time 7s):
โ
PASS: 0
โ FAIL: 1
โ๏ธ TIMEOUT: 0
๐ฉ TOTAL: 1
-- 1 / 1 (100%) `setup.py`'s have `ptr` tests running
-- Failure Output --
/Users/cooper/repos/ptr/setup.py (failed 'analyze_coverage' step):
The following files did not meet coverage requirements:
ptr.py: 84 < 99 - Missing: 146-147, 175, 209, 245, 269, 288-291, 334-336, 414-415, 425-446, 466, 497, 506, 541-543, 562, 611-614, 639-688
black
[2019-02-06 22:34:20,029] INFO: Starting ptr.py (ptr.py:804)
[2019-02-06 22:34:20,060] INFO: Installing /Users/cooper/repos/ptr/setup.py + deps (ptr.py:430)
[2019-02-06 22:34:21,614] INFO: Running /Users/cooper/repos/ptr/ptr_tests.py tests via coverage (ptr.py:430)
[2019-02-06 22:34:25,208] INFO: Analyzing coverage report for /Users/cooper/repos/ptr/setup.py (ptr.py:430)
[2019-02-06 22:34:25,450] INFO: Running mypy for /Users/cooper/repos/ptr/setup.py (ptr.py:430)
[2019-02-06 22:34:26,422] INFO: Running black for /Users/cooper/repos/ptr/setup.py (ptr.py:430)
-- Summary (total time 7s):
โ
PASS: 0
โ FAIL: 1
โ๏ธ TIMEOUT: 0
๐ฉ TOTAL: 1
-- 1 / 1 (100%) `setup.py`'s have `ptr` tests running
-- Failure Output --
/Users/cooper/repos/ptr/setup.py (failed 'black_run' step):
would reformat /Users/cooper/repos/ptr/ptr.py
All done! ๐ฅ ๐ ๐ฅ
1 file would be reformatted, 4 files would be left unchanged.
mypy
[2019-02-06 22:35:39,480] INFO: Starting ptr.py (ptr.py:802)
[2019-02-06 22:35:39,531] INFO: Installing /Users/cooper/repos/ptr/setup.py + deps (ptr.py:428)
[2019-02-06 22:35:41,203] INFO: Running /Users/cooper/repos/ptr/ptr_tests.py tests via coverage (ptr.py:428)
[2019-02-06 22:35:45,156] INFO: Analyzing coverage report for /Users/cooper/repos/ptr/setup.py (ptr.py:428)
[2019-02-06 22:35:45,413] INFO: Running mypy for /Users/cooper/repos/ptr/setup.py (ptr.py:428)
-- Summary (total time 6s):
โ
PASS: 0
โ FAIL: 1
โ๏ธ TIMEOUT: 0
๐ฉ TOTAL: 1
-- 1 / 1 (100%) `setup.py`'s have `ptr` tests running
-- Failure Output --
/Users/cooper/repos/ptr/setup.py (failed 'mypy_run' step):
/Users/cooper/repos/ptr/ptr.py: note: In function "_write_stats_file":
/Users/cooper/repos/ptr/ptr.py:179: error: Argument 1 to "open" has incompatible type "Path"; expected "Union[str, bytes, int]"
/Users/cooper/repos/ptr/ptr.py: note: In function "run_tests":
/Users/cooper/repos/ptr/ptr.py:700: error: Argument 1 to "_write_stats_file" has incompatible type "str"; expected "Path"
pyre
cooper-mbp1:ptr cooper$ /tmp/tp/bin/ptr --venv /var/folders/tc/hbwxh76j1hn6gqjd2n2sjn4j9k1glp/T/ptr_venv_49117
[2019-05-03 14:51:43,623] INFO: Starting /tmp/tp/bin/ptr (ptr.py:1023)
[2019-05-03 14:51:43,657] INFO: Installing /Users/cooper/repos/ptr/setup.py + deps (ptr.py:565)
[2019-05-03 14:51:44,840] INFO: Running ptr_tests tests via coverage (ptr.py:565)
[2019-05-03 14:51:47,361] INFO: Analyzing coverage report for /Users/cooper/repos/ptr/setup.py (ptr.py:565)
[2019-05-03 14:51:47,559] INFO: Running mypy for /Users/cooper/repos/ptr/setup.py (ptr.py:565)
[2019-05-03 14:51:47,827] INFO: Running black for /Users/cooper/repos/ptr/setup.py (ptr.py:565)
[2019-05-03 14:51:47,996] INFO: Running flake8 for /Users/cooper/repos/ptr/setup.py (ptr.py:565)
[2019-05-03 14:51:48,566] INFO: Running pylint for /Users/cooper/repos/ptr/setup.py (ptr.py:565)
[2019-05-03 14:51:52,301] INFO: Running pyre for /Users/cooper/repos/ptr/setup.py (ptr.py:565)
[2019-05-03 14:51:54,983] INFO: /Users/cooper/repos/ptr/setup.py has passed all configured tests (ptr.py:668)
-- Summary (total time 11s):
โ
PASS: 1
โ FAIL: 0
โ๏ธ TIMEOUT: 0
๐ฉ TOTAL: 1
-- 1 / 1 (100%) `setup.py`'s have `ptr` tests running
-- Failure Output --
/Users/cooper/repos/ptr/setup.py (failed 'pyre_run' step):
2019-05-03 14:54:14,173 INFO No binary specified, looking for `pyre.bin` in PATH
2019-05-03 14:54:14,174 INFO Found: `/var/folders/tc/hbwxh76j1hn6gqjd2n2sjn4j9k1glp/T/ptr_venv_49117/bin/pyre.bin`
... *(truncated)* ...
ptr.py:602:25 Undefined name [18]: Global name `stdout` is not defined, or there is at least one control flow path that doesn't define `stdout`.
usort
If your imports are not making usort
happy it would look like this:
[2021-05-29 09:30:56,044] INFO: Starting /tmp/tp/bin/ptr (ptr.py:1129)
[2021-05-29 09:30:56,051] INFO: Installing /Users/cooper/repos/ptr/setup.py + deps (ptr.py:637)
[2021-05-29 09:30:56,587] INFO: Running ptr_tests tests via coverage (ptr.py:637)
[2021-05-29 09:30:58,238] INFO: Analyzing coverage report for /Users/cooper/repos/ptr/setup.py (ptr.py:637)
[2021-05-29 09:30:58,341] INFO: Running mypy for /Users/cooper/repos/ptr/setup.py (ptr.py:637)
[2021-05-29 09:30:58,436] INFO: Running usort for /Users/cooper/repos/ptr/setup.py (ptr.py:637)
-- Summary (total time 2s):
โ
PASS: 0
โ FAIL: 1
๏ธโ TIMEOUT: 0
๐ DISABLED: 0
๐ฉ TOTAL: 1
-- 1 / 1 (100%) `setup.py`'s have `ptr` tests running
-- Failure Output --
/Users/cooper/repos/ptr/setup.py (failed 'usort_run' step):
Would sort /Users/cooper/repos/ptr/setup.py
FAQ โ๏ธ
Q. How do I debug? I need output!
ptr
developers recommend that if you want output, please cause a test to fail- e.g.
raise ZeroDivisionError
- e.g.
- Another recommended way is to run your tests with the default
setup.py test
using aptr
created venv:cd to/my/code
/tmp/venv/bin/python setup.py test
Q. How do I get specific version of black, coverage, mypy etc.?
- Just simply hard set the version in the .ptrconfig in your repo or use
requirements.txt
to pre-install before runningptr
- All
pip
PEP 440 version specifiers are supported
Q. Why is the venv creation so slow?
ptr
attempts to update from a PyPI compatible mirror (PEP 381) or PyPI itself- Running a package cache or local mirror can greatly increase speed. Example software to do this:
- bandersnatch: Can do selected or FULL PyPI mirrors. The maintainer is also devilishly good looking.
- devpi: Can be ran and used to proxy packages locally when pip goes out to grab your dependencies.
- Please ensure you're using the
-k
or--venv
option to no recreate a virtualenv each run when debugging your tests!
Q. Why is ptr not able to run pyre
on Windows?
pyre
(pyre-check on PyPI) does not ship a Windows wheel with the ocaml pyre.bin
Q. Why do you depend on >= coverage 5.0.1
coverage
5.0 introduced using sqlite and we don't want to have a mix of 4.x and 5.x for ptr- < 5.0 could possibly still work as we now ensure to run each projects tests from setup_py.parent CWD with subprocess
Contact or join the ptr community ๐ฌ
To chat in real time, hit us up on IRC. Otherwise, GitHub issues are always welcome!
IRC: #pythontestrunner
on FreeNode
See the CONTRIBUTING file for how to help out.
License
ptr
is MIT licensed, as found in the LICENSE file.
Terms of Use + Privacy Policy
Copyright ยฉ Meta Platforms, Inc. and affiliates
ptr
Change History
Each release to PyPI I'm going to give a codename as to where I am or was in the world ๐.
2022.7.12
Codename: Seattle ๐ฆ
Release named in honoUr of my visit to Seattle last week ...
- 3.11 Supported - added metadata + made 3.11 CI pass - PR #121
- Add
pyproject.toml
user config support - PR #120 - Add basic Hypothesis fuzz testing - PR #118
- Learnt during US PyCon 2022
- Add
pyproject.toml
basic PEP517 building support - PR #117 - This (again) will be the last 3.7 supported version
- I forgot to remove + CI still passes so will leave for now :)
2022.2.2
Codename: Richie 2 for 22 ๐
Release named in honoUr of the Late Great Richie Benaud
- This will be the last 3.7 supported version
- Why? Want a less buggy
asyncio.run
for starting asyncio
- Why? Want a less buggy
- Reactivate
pylint
in CI- f-string all ptr strings
- Drop python 3.6 CI + support
- We're Meta now - Update copyrights due to comapny change name
3.11 CI is failing due to depedencies. Will watch and fix asap.
2021.11.23
Codename: A ๐ ฐ๏ธ
Release to support 'Three dot Ten' and A == 10 in hexidecimal
- Add Official Support and CI for Python 3.10
- This will be the last release (if no bugs present themselves) for 3.6
- Also start ci_latest running 3.11
2021.5.28
Codename: Memorial Day ๐บ
Release on Memorial Day long weekend
- Add usort to the family of CI options
2021.3.16
Codename: Wildwood ๐ชต
First release from my South Lake Tahoe residence
- Support floats for coverage comparisions in
required_coverage
- PR #108 - Change
--print-cov
to work whenrequired_coverage
does not exist in ptr config - PR #109 - Move tests out of install but include in sdist - PR #99 - Thanks @jayvdb
- Test with 3.10 alphas via deadsnakes - PR #110
- Misc f-string + lint/typing fixes
2020.2.26
Codename: Month after Straya Day ๐ฆ๐บ๐บ
1 month since @cooperlees was in AU for Australia day!
- Enable pyre for Python 3.8 now it's fully supported
2019.12.25
Codename: Vernon Hills, IL ๐
@cooperlees visiting girlfriend's family in IL
- Fix documentation for some new arguments - Thanks @omikader
- Windows now defaults to updating pip + setuptools
- Rely on setting current working directory with subprocess and remove coverage file environment setting
- f-string everything via flynt now we're >= 3.6
2019.12.13
Codename: College Park, MD ๐ข
@omikader studied at the University of Maryland, College Park
- Add ability to create partial
.ptrconfig
files - PR: #83 - Use native recursive file search for black and flake8 - PR: #81
2019.12.12
Codename: Sapporo, Japan ๐ฏ๐ต
@omikader is going skiing there in February
- Add support for passing
--system-site-packages
during venv creation - PR: #80
2019.11.21
Codename: Santa Clara, CA
@thatch lives there!*
- Add license file for @thatch - PR: #77 - Thanks @thatch
2019.11.15
Codename: Russian River, CA ๐บ๐ธ
@cooperlees is going to the Russian River tomorrow
- Run ptr even when test_suite is not provided - PR: #73 - Thanks @spurav
- Remove use of deprecated setuptools
test
option - Move to GitHub Actions for CI + Releases
2019.11.2
Codename: Mumbai, India ๐ฎ๐ณ
@spurav is from Mumbai, India
- Fix math error dividing 1 / 2 for os.cpu_count - PR: #69 - Thanks @spurav
- Get GitHub Actions CI Running - PR: #68 + #70 - Thanks @adhaamehab
2019.10.22
Codename: Cairo, Egypt ๐ช๐ฌ
@adhaamehab who first time contributed is from there! Thanks!
- Print more helpful error when file does not exist for coverage check - PR: #51
- Officially Support Python 3.8 and enforce tests passing
- Disable pyre-check for >=3.8 due to no support
- Issue to Track: https://github.com/facebook/pyre-check/issues/213
2019.10.6
Codename: Stanford, CA
@cooperlees tailgated there yesterday ๐๐
- Handle OSX /private in coverage report - PR: #60
2019.9.14
Codename: Clowntown ๐คก
- Fix bad bool passing for
--print-cov
+--error-on-warnings
2019.9.11
Codename: Rathbone Square
@cooperlees is releasing this release from FB London Office
- Add CLI option to enable erroring on all warnings - Issue: #57
2019.8.7
Codename: Ellicott City
@omikader who reported and tested the fix for AST parsing is from there. Ellicott City is also home to one of the oldest surviving train stations in the US!
- Fix AST parsing to ignore AST targets that do not have an
id
attribute - Issue: #54 - Renable
black
by default on 3.7 now that it runs on > 3.7.2 - Issue: #41 - Fix --venv-timeout to store ints
- Refactor _get_test_modules function to remove lint error - PR: #53 - Thanks @TomasFeeney
2019.7.16
Codename: California City
An over developed desert with infrastructure and little people
- Add
--print-non-configured
to find nonptr
modules in repos - Issue: #50
2019.6.15
Codename: Concord
๐ซ @cooperlees is playing Aussie Football @ Concord, CA today ๐
- Add ability to
disable
test suites and add a--run-disabled
option to force the run - Issue: #46 - Azure CI now runs on Mac and Windows again
2019.5.3
Codename: Cleveland
๐บ๐ธ @cooperlees + @jreese are at PyCon US in Cleveland, OH ๐ฆ
- Print step name in failure output - Issue: #31
- Add in
pyre
Type Checking step support - Issue: #38 + #40
Known Bug: black.exe
does not run in Windows 3.7 - disabled by default on Python 3.7 on Windows
2019.3.5
Codename: Jaipur
๐ฎ๐ณ @cooperlees releasing whilst in Jaipur, India for a wedding ๐
- Preliminary Windows support now ready for testing - Issue: #2
- Run tests/mypy/flake8 etc. in CWD of setup.py path - Issue #23 - Thanks @jreese
- Add support for linting with flake8 and pylint - Issue #20 - Thanks @jreese
- Ignore dotted directories when running black - PR #19 - Thanks @jreese
Known Bug: black.exe
does not run in Windows 3.7 - disabled by default on Python 3.7 on Windows
2019.2.12
Codename: Forbes
Forbes, NSW, Australia is the home of @aijayadams ๐จ๐ปโ๐ฆฐ๐ฆ๐บ
- Added suite file coverage % to statistics JSON file - Issue: #16 - Thanks @aijayadams
- Ignore hidden '.' (dot) directories when running black - PR: #19 - Thanks @jreese
2019.2.10
Codename: Carnival
๐ง๐ท @cooperlees was in Rio de Janeiro, Brazil for Carnival 3 years ago today ๐ง๐ท
- Added ptr
setup.cfg
support for ptr_params - Issue: #1 - Added JSON stats validation to
ci.py
- Issue: #7 - Fixed bug that allowed a step to run by default - Issue: #11
2019.2.8.post1/2
- Fix
setup.py
URL to ptr GitHub - Other various
setup.py
fixes - e.g. Classifiers + License information
2019.2.8
Codename: Snowbird
Recent shredding of Snowbird, UT, USA took place ๐ ๐บ๐ธ
- Initial Release to the world!
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Details for the file ptr-22.7.12-py3-none-any.whl
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- Download URL: ptr-22.7.12-py3-none-any.whl
- Upload date:
- Size: 21.3 kB
- Tags: Python 3
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/4.0.1 CPython/3.10.5
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