Hypothesis

Hypothesis: A new approach to property-based testing - Published in JOSS (2019)

https://github.com/hypothesisworks/hypothesis

Science Score: 100.0%

This score indicates how likely this project is to be science-related based on various indicators:

✓
CITATION.cff file
Found CITATION.cff file
✓
codemeta.json file
Found codemeta.json file
✓
.zenodo.json file
Found .zenodo.json file
✓
DOI references
Found 1 DOI reference(s) in JOSS metadata
○
Academic publication links
✓
Committers with academic emails
17 of 348 committers (4.9%) from academic institutions
○
Institutional organization owner
✓
JOSS paper metadata
Published in Journal of Open Source Software

Keywords

fuzzing property-based-testing python testing

Keywords from Contributors

closember data-mining cryptocurrencies sorted set dict data-types parallel keras discord

Scientific Fields

Computer Science Computer Science - 40% confidence

Last synced: 4 months ago · JSON representation ·

Repository

The property-based testing library for Python

Basic Info

Host: GitHub
Owner: HypothesisWorks
License: other
Language: Python
Default Branch: master
Homepage: https://hypothesis.works
Size: 40.1 MB

Statistics

Stars: 8,041
Watchers: 70
Forks: 620
Open Issues: 79
Releases: 866

Topics

fuzzing property-based-testing python testing

Created almost 13 years ago · Last pushed 4 months ago

Metadata Files

Readme Contributing License Code of conduct Citation Codeowners Authors

Hypothesis

Hypothesis is the property-based testing library for Python. With Hypothesis, you write tests which should pass for all inputs in whatever range you describe, and let Hypothesis randomly choose which of those inputs to check - including edge cases you might not have thought about. For example:

```python from hypothesis import given, strategies as st

@given(st.lists(st.integers())) def testmatchesbuiltin(ls): assert sorted(ls) == my_sort(ls) ```

This randomized testing can catch bugs and edge cases that you didn't think of and wouldn't have found. In addition, when Hypothesis does find a bug, it doesn't just report any failing example — it reports the simplest possible one. This makes property-based tests a powerful tool for debugging, as well as testing.

For instance,

python def my_sort(ls): return sorted(set(ls))

fails with the simplest possible failing example:

Falsifying example: test_matches_builtin(ls=[0, 0])

Installation

To install Hypothesis:

pip install hypothesis

There are also optional extras available.

Owner

Name: Hypothesis
Login: HypothesisWorks
Kind: organization
Email: hello@hypothesis.works

Website: http://hypothesis.works
Repositories: 6
Profile: https://github.com/HypothesisWorks

Hypothesis: Test faster, fix more

JOSS Publication

Hypothesis: A new approach to property-based testing

Published

November 21, 2019

DOI

10.21105/joss.01891

Volume 4, Issue 43, Page 1891

Authors

David R. MacIver

Imperial College London

Zac Hatfield-Dodds

Australian National University

Many Other Contributors
Various

Editor

Daniel S. Katz

Citation (CITATION.cff)

cff-version: 1.2.0
message: |
  If you use Hypothesis as part of a published research project,
  please cite our paper in the Journal of Open Source Software:

  Text:

  MacIver et al., (2019). Hypothesis: A new approach to property-based testing.
  Journal of Open Source Software, 4(43), 1891, https://doi.org/10.21105/joss.01891

  BibTeX:

  @article{MacIver2019Hypothesis,
    journal = {Journal of Open Source Software},
    doi = {10.21105/joss.01891},
    issn = {2475-9066},
    number = {43},
    publisher = {The Open Journal},
    title = {Hypothesis: A new approach to property-based testing},
    url = {http://dx.doi.org/10.21105/joss.01891},
    volume = {4},
    author = {MacIver, David and Hatfield-Dodds, Zac and Contributors, Many},
    pages = {1891},
    date = {2019-11-21},
    year = {2019},
    month = {11},
    day = {21},
  }

  To reference a particular version of Hypothesis as a software artifact,
  you can use the version-specific DOIs we create for each release under
  https://doi.org/10.5281/zenodo.1412597


preferred-citation:
  title: 'Hypothesis: A new approach to property-based testing'
  date-released: 2019-11-21
  type: article
  doi: 10.21105/joss.01891
  authors:
    - family-names: MacIver
      given-names: David R.
      orcid: https://orcid.org/0000-0002-8635-3223
      affiliation: Imperial College London
    - family-names: Hatfield-Dodds
      given-names: Zac
      orcid: https://orcid.org/0000-0002-8646-8362
      affiliation: Australian National University
    - name: "many other contributors"

# Citation metadata for the software itself, as required by the CFF spec
doi: 10.5281/zenodo.1412597  # Version-independent DOI for the software archive
title: 'Hypothesis: Property-Based Testing for Python'
repository-code: https://github.com/HypothesisWorks/hypothesis
license: MPL-2.0
authors:
  - family-names: MacIver
    given-names: David R.
    orcid: https://orcid.org/0000-0002-8635-3223
    affiliation: Imperial College London
  - family-names: Hatfield-Dodds
    given-names: Zac
    orcid: https://orcid.org/0000-0002-8646-8362
    affiliation: Australian National University
  - name: "many other contributors"

GitHub Events

Total

Create event: 196
Release event: 163
Issues event: 170
Watch event: 496
Delete event: 32
Issue comment event: 629
Push event: 493
Pull request review comment event: 754
Pull request review event: 790
Pull request event: 495
Fork event: 39

Last Year

Create event: 196
Release event: 163
Issues event: 170
Watch event: 496
Delete event: 32
Issue comment event: 629
Push event: 493
Pull request review comment event: 754
Pull request review event: 790
Pull request event: 495
Fork event: 39

Committers

Last synced: 8 months ago

All Time

Total Commits: 13,513
Total Committers: 348
Avg Commits per committer: 38.83
Development Distribution Score (DDS): 0.513

Past Year

Commits: 1,209
Committers: 27
Avg Commits per committer: 44.778
Development Distribution Score (DDS): 0.49

Top Committers

Name	Email	Commits
David R. MacIver	d**d@d**m	6,578
Zac-HD	z**s@g**m	2,261
Liam DeVoe	o**e@g**m	1,111
pyup-bot	g**t@p**o	411
Joachim B Haga	j**h@s**o	277
Alex Chan	a**x@a**t	241
Matthew Barber	q**t@g**m	238
Ryan Soklaski	r**9@m**u	158
Stuart Cook	Z****r	157
Travis CI User	t**s@e**g	154
sobolevn	m**l@s**e	124
Cheukting	c**o@g**m	106
Alex Weisberger	a**r@g**m	58
David Chudzicki	d**z@g**m	52
Agustín Covarrubias	a**a@u**l	48
Reagan Lee	9****e	46
jwg4	j****4	45
J.J. Green	j**n@g**k	41
Alex Willmer	a**x@m**k	40
Justus Magin	k**s@p**e	36
Jonathan Plasse	1****e	35
Phillip Schanely	p**y@g**m	30
Moinul Hossain	m**e@g**m	29
Reeve	r**l@a**m	28
Felix Divo	4****o	28
tyler nickerson	t**n@g**m	27
Dmitry Dygalo	d**o@g**m	25
Nicolas Ganz	g**n@z**h	21
Grigorios Giannakopoulos	g**n@g**m	21
mulhern	a**n@r**m	20
and 318 more...

Committer Domains (Top 20 + Academic)

mailbox.org: 3 mit.edu: 2 somethinkodd.com: 2 amazon.com: 2 twistedmatrix.com: 2 rockmelon.co: 1 freelancer.com: 1 realgo.com: 1 travelanalytics.com.au: 1 rug.nl: 1 iastate.edu: 1 ga.gov.au: 1 brown.edu: 1 michel-slm.name: 1 gentoo.org: 1 chrisdown.name: 1 m.ganssle.io: 1 weston.cloud: 1 me.com: 1 ieee.org: 1 umich.edu: 1 college.harvard.edu: 1 sydney.edu.au: 1 ncl.ac.uk: 1 cs.stanford.edu: 1 ualberta.ca: 1 cam.ac.uk: 1 harvard.edu: 1 data61.csiro.au: 1 eq.edu.au: 1 columbia.edu: 1

Issues and Pull Requests

Last synced: 4 months ago

All Time

Total issues: 383
Total pull requests: 1,011
Average time to close issues: 5 months
Average time to close pull requests: 6 days
Total issue authors: 191
Total pull request authors: 81
Average comments per issue: 2.52
Average comments per pull request: 1.83
Merged pull requests: 784
Bot issues: 0
Bot pull requests: 0

Past Year

Issues: 122
Pull requests: 523
Average time to close issues: 11 days
Average time to close pull requests: 4 days
Issue authors: 69
Pull request authors: 32
Average comments per issue: 1.45
Average comments per pull request: 1.21
Merged pull requests: 415
Bot issues: 0
Bot pull requests: 0

View more stats

Top Authors

Issue Authors

Zac-HD (72)
tybug (26)
DRMacIver (13)
jobh (12)
mgorny (7)
sobolevn (7)
jakkdl (6)
mtelka (5)
honno (5)
Stranger6667 (4)
zhoucheng361 (4)
eivindjahren (4)
rsokl (4)
ngoldbaum (3)
gshiba (3)

Pull Request Authors

tybug (431)
Zac-HD (272)
jobh (68)
DRMacIver (34)
reaganjlee (19)
honno (14)
JonathanPlasse (14)
sobolevn (12)
jams2 (6)
pschanely (6)
Viicos (6)
cclauss (5)
felixdivo (4)
Liam-DeVoe (4)
the-13th-letter (4)

Top Labels

Issue Labels

enhancement (55) bug (48) interop (47) legibility (45) question (37) tests/build/CI (36) performance (35) internals (17) docs (11) flaky-tests (10) new-feature (10) meta (7) test-case-reduction (6) opinions-sought (3) sprint-claimed (2) website (2) lark (1)

Pull Request Labels

tests/build/CI (25) enhancement (24) legibility (24) interop (17) performance (16) bug (10) internals (10) new-feature (7) test-case-reduction (5) docs (4)

Packages

Total packages: 6
Total downloads:
- rubygems 41,311 total
- pypi 12,165,311 last-month
- cargo 13,774 total
Total docker downloads: 19,768,038

Total dependent packages: 828
(may contain duplicates)
Total dependent repositories: 7,935
(may contain duplicates)
Total versions: 1,623
Total maintainers: 6

pypi.org: hypothesis

A library for property-based testing

Homepage: https://hypothesis.works
Documentation: https://hypothesis.readthedocs.io
License: MPL-2.0
Latest release: 6.123.17
published 12 months ago

Versions: 1,391
Dependent Packages: 823
Dependent Repositories: 7,745
Downloads: 12,165,311 Last month
Docker Downloads: 19,768,038

Rankings

Dependent packages count: 0.0%

Dependent repos count: 0.1%

Downloads: 0.1%

Stargazers count: 0.3%

Average: 0.5%

Docker downloads count: 0.6%

Forks count: 2.1%

Maintainers (2)

DRMacIver Zac-HD

Last synced: 12 months ago

proxy.golang.org: github.com/HypothesisWorks/Hypothesis

Documentation: https://pkg.go.dev/github.com/HypothesisWorks/Hypothesis#section-documentation
License: other
Latest release: v1.13.0
published about 10 years ago

Versions: 56
Dependent Packages: 0
Dependent Repositories: 0

Rankings

Dependent packages count: 7.0%

Average: 8.2%

Dependent repos count: 9.3%

Last synced: 4 months ago

proxy.golang.org: github.com/hypothesisworks/hypothesis

Documentation: https://pkg.go.dev/github.com/hypothesisworks/hypothesis#section-documentation
License: other
Latest release: v1.13.0
published about 10 years ago

Versions: 56
Dependent Packages: 0
Dependent Repositories: 0

Rankings

Dependent packages count: 7.0%

Average: 8.2%

Dependent repos count: 9.3%

Last synced: 4 months ago

rubygems.org: hypothesis-specs

Hypothesis is a powerful, flexible, and easy to use library for property-based testing.

Homepage: https://github.com/HypothesisWorks/hypothesis/tree/master/hypothesis-ruby
Documentation: http://www.rubydoc.info/gems/hypothesis-specs/
License: MPL-2.0
Latest release: 0.7.1
published almost 5 years ago

Versions: 23
Dependent Packages: 0
Dependent Repositories: 9
Downloads: 41,311 Total

Rankings

Stargazers count: 0.2%

Forks count: 0.9%

Dependent repos count: 7.5%

Average: 8.2%

Dependent packages count: 15.8%

Downloads: 16.7%

Maintainers (2)

Zac-HD 44163

Last synced: 4 months ago

anaconda.org: hypothesis

Hypothesis is an advanced testing library for Python. It lets you write tests which are parametrized by a source of examples, and then generates simple and comprehensible examples that make your tests fail. This lets you find more bugs in your code with less work.

Homepage: https://hypothesis.works
License: MPL-2.0
Latest release: 6.138.2
published 4 months ago

Versions: 89
Dependent Packages: 4
Dependent Repositories: 181

Rankings

Dependent packages count: 11.1%

Average: 12.9%

Dependent repos count: 14.6%

Last synced: 4 months ago

crates.io: conjecture

Core engine for Hypothesis implementations

Homepage: https://github.com/HypothesisWorks/hypothesis/tree/master/conjecture-rust
Documentation: https://docs.rs/conjecture/
License: MPL-2.0
Latest release: 0.7.0
published almost 5 years ago

Versions: 8
Dependent Packages: 1
Dependent Repositories: 0
Downloads: 13,774 Total

Rankings

Stargazers count: 1.6%

Forks count: 1.7%

Average: 13.5%

Dependent packages count: 17.0%

Downloads: 17.8%

Dependent repos count: 29.3%

Maintainers (2)

DRMacIver Zac-HD

Last synced: 4 months ago

Dependencies

conjecture-rust/Cargo.toml cargo

tempfile 3 development
byteorder 1.2
crypto-hash 0.3.1
rand 0.3

hypothesis-python/examples/example_hypothesis_entrypoint/setup.py pypi

hypothesis *

hypothesis-python/setup.py pypi

attrs >=19.2.0
exceptiongroup >=1.0.0rc8
sortedcontainers >=2.1.0,<3.0.0

requirements/coverage.in pypi

backports.zoneinfo *
black *
click *
coverage *
dpcontracts *
fakeredis *
lark-parser *
libcst *
numpy *
pandas *
python-dateutil *
pytz *
typing-extensions *

requirements/coverage.txt pypi

async-timeout ==4.0.2
attrs ==22.1.0
backports-zoneinfo ==0.2.1
black ==22.6.0
click ==8.1.3
coverage ==6.4.2
deprecated ==1.2.13
dpcontracts ==0.6.0
exceptiongroup ==1.0.0rc8
execnet ==1.9.0
fakeredis ==1.8.2
iniconfig ==1.1.1
lark-parser ==0.12.0
libcst ==0.4.7
mypy-extensions ==0.4.3
numpy ==1.23.1
packaging ==21.3
pandas ==1.4.3
pathspec ==0.9.0
pexpect ==4.8.0
platformdirs ==2.5.2
pluggy ==1.0.0
ptyprocess ==0.7.0
py ==1.11.0
pyparsing ==3.0.9
pytest ==7.1.2
pytest-forked ==1.4.0
pytest-xdist ==2.5.0
python-dateutil ==2.8.2
pytz ==2022.1
pyyaml ==6.0
redis ==4.3.4
six ==1.16.0
sortedcontainers ==2.4.0
tomli ==2.0.1
typing-extensions ==4.3.0
typing-inspect ==0.7.1
wrapt ==1.14.1

requirements/test.in pypi

pexpect * test
pytest * test
pytest-xdist * test

requirements/test.txt pypi

attrs ==22.1.0 test
exceptiongroup ==1.0.0rc8 test
execnet ==1.9.0 test
iniconfig ==1.1.1 test
packaging ==21.3 test
pexpect ==4.8.0 test
pluggy ==1.0.0 test
ptyprocess ==0.7.0 test
py ==1.11.0 test
pyparsing ==3.0.9 test
pytest ==7.1.2 test
pytest-forked ==1.4.0 test
pytest-xdist ==2.5.0 test
sortedcontainers ==2.4.0 test
tomli ==2.0.1 test

requirements/tools.in pypi

codespell *
coverage *
django *
dpcontracts *
flake8 *
flake8-2020 *
flake8-bandit *
flake8-bugbear *
flake8-builtins *
flake8-comprehensions *
flake8-datetimez *
flake8-docstrings *
flake8-mutable *
flake8-noqa *
flake8-pie *
flake8-pytest-style *
flake8-return *
flake8-simplify *
flake8-strftime *
ipython *
lark-parser *
libcst *
mypy *
pip-tools *
pyright *
pytest *
python-dateutil *
requests *
restructuredtext-lint *
shed *
sphinx *
sphinx-codeautolink *
sphinx-hoverxref *
sphinx-rtd-theme *
sphinx-selective-exclude *
toml *
tox *
twine *
types-click *
types-pkg_resources *
types-pytz *
types-redis *
typing-extensions *

requirements/tools.txt pypi

alabaster ==0.7.12
asgiref ==3.5.2
astor ==0.8.1
asttokens ==2.0.5
attrs ==22.1.0
autoflake ==1.4
babel ==2.10.3
backcall ==0.2.0
backports-zoneinfo ==0.2.1
bandit ==1.7.4
beautifulsoup4 ==4.11.1
black ==22.6.0
bleach ==5.0.1
build ==0.8.0
certifi ==2022.6.15
cffi ==1.15.1
charset-normalizer ==2.1.0
click ==8.1.3
codespell ==2.1.0
com2ann ==0.3.0
commonmark ==0.9.1
coverage ==6.4.2
cryptography ==37.0.4
decorator ==5.1.1
distlib ==0.3.5
django ==4.0.6
docutils ==0.17.1
dpcontracts ==0.6.0
exceptiongroup ==1.0.0rc8
executing ==0.9.1
filelock ==3.7.1
flake8 ==4.0.1
flake8-2020 ==1.6.1
flake8-bandit ==3.0.0
flake8-bugbear ==22.7.1
flake8-builtins ==1.5.3
flake8-comprehensions ==3.10.0
flake8-datetimez ==20.10.0
flake8-docstrings ==1.6.0
flake8-helper ==0.2.1
flake8-mutable ==1.2.0
flake8-noqa ==1.2.7
flake8-pie ==0.15.0
flake8-plugin-utils ==1.3.2
flake8-polyfill ==1.0.2
flake8-pytest-style ==1.6.0
flake8-return ==1.1.3
flake8-simplify ==0.19.3
flake8-strftime ==0.3.2
gitdb ==4.0.9
gitpython ==3.1.27
idna ==3.3
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importlib-metadata ==4.12.0
iniconfig ==1.1.1
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isort ==5.10.1
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jeepney ==0.8.0
jinja2 ==3.1.2
keyring ==23.7.0
lark-parser ==0.12.0
libcst ==0.4.7
markupsafe ==2.1.1
matplotlib-inline ==0.1.3
mccabe ==0.6.1
mypy ==0.971
mypy-extensions ==0.4.3
nodeenv ==1.7.0
packaging ==21.3
parso ==0.8.3
pathspec ==0.9.0
pbr ==5.9.0
pep517 ==0.13.0
pexpect ==4.8.0
pickleshare ==0.7.5
pip-tools ==6.8.0
pkginfo ==1.8.3
platformdirs ==2.5.2
pluggy ==1.0.0
prompt-toolkit ==3.0.30
ptyprocess ==0.7.0
pure-eval ==0.2.2
py ==1.11.0
pycodestyle ==2.8.0
pycparser ==2.21
pydocstyle ==6.1.1
pyflakes ==2.4.0
pygments ==2.12.0
pyparsing ==3.0.9
pyright ==1.1.264
pytest ==7.1.2
python-dateutil ==2.8.2
pytz ==2022.1
pyupgrade ==2.37.3
pyyaml ==6.0
readme-renderer ==35.0
requests ==2.28.1
requests-toolbelt ==0.9.1
restructuredtext-lint ==1.4.0
rfc3986 ==2.0.0
rich ==12.5.1
secretstorage ==3.3.2
shed ==0.10.1
six ==1.16.0
smmap ==5.0.0
snowballstemmer ==2.2.0
sortedcontainers ==2.4.0
soupsieve ==2.3.2.post1
sphinx ==5.1.1
sphinx-codeautolink ==0.11.0
sphinx-hoverxref ==1.1.3
sphinx-rtd-theme ==1.0.0
sphinx-selective-exclude ==1.0.3
sphinxcontrib-applehelp ==1.0.2
sphinxcontrib-devhelp ==1.0.2
sphinxcontrib-htmlhelp ==2.0.0
sphinxcontrib-jsmath ==1.0.1
sphinxcontrib-qthelp ==1.0.3
sphinxcontrib-serializinghtml ==1.1.5
sqlparse ==0.4.2
stack-data ==0.3.0
stevedore ==4.0.0
tokenize-rt ==4.2.1
toml ==0.10.2
tomli ==2.0.1
tox ==3.25.1
traitlets ==5.3.0
twine ==4.0.1
types-click ==7.1.8
types-pkg-resources ==0.1.3
types-pytz ==2022.1.2
types-redis ==4.3.12
typing-extensions ==4.3.0
typing-inspect ==0.7.1
urllib3 ==1.26.11
virtualenv ==20.16.2
wcwidth ==0.2.5
webencodings ==0.5.1
wheel ==0.37.1
zipp ==3.8.1

HypothesisWorks.github.io/Gemfile rubygems

github-pages >= 0 development
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HypothesisWorks.github.io/Gemfile.lock rubygems

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html-pipeline 2.7.1
i18n 0.9.4
jekyll 3.6.2
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rb-fsevent 0.10.2
rb-inotify 0.9.10
rouge 2.2.1
ruby-enum 0.7.1
rubyzip 1.2.1
safe_yaml 1.0.4
sass 3.5.5
sass-listen 4.0.0
sawyer 0.8.1
terminal-table 1.8.0
thread_safe 0.3.6
typhoeus 0.8.0
tzinfo 1.2.5
unicode-display_width 1.3.0

hypothesis-ruby/Gemfile rubygems

rspec ~> 3.0 development
minitest ~> 5.8.4
rake >= 10.0, < 14.0
redcarpet ~> 3.4.0
rubocop ~> 0.51.0
rutie ~> 0.0.3
simplecov ~> 0.15.1
yard ~> 0.9.12

hypothesis-ruby/Gemfile.lock rubygems

ast 2.4.0
diff-lcs 1.3
docile 1.1.5
hypothesis-specs 0.7.0
json 2.1.0
minitest 5.8.5
parallel 1.12.1
parser 2.5.1.0
powerpack 0.1.1
rainbow 2.2.2
rake 12.3.1
redcarpet 3.4.0
rspec 3.7.0
rspec-core 3.7.1
rspec-expectations 3.7.0
rspec-mocks 3.7.0
rspec-support 3.7.1
rubocop 0.51.0
ruby-progressbar 1.9.0
rutie 0.0.4
simplecov 0.15.1
simplecov-html 0.10.2
unicode-display_width 1.3.2
yard 0.9.12

hypothesis-ruby/hypothesis-specs.gemspec rubygems

rutie ~> 0.0.3

.github/workflows/main.yml actions

actions/cache v2 composite
actions/checkout v3 composite
actions/setup-python v2 composite
actions/upload-artifact v2 composite

.github/workflows/update-deps.yml actions

actions/checkout v3 composite
actions/setup-python v2 composite
peter-evans/create-pull-request v4 composite

HypothesisWorks.github.io/Dockerfile docker

ruby 2.4-alpine3.6 build

.github/workflows/fuzz.yml actions

actions/cache v3 composite
actions/checkout v3 composite
actions/setup-python v4 composite
actions/upload-artifact v3 composite
dawidd6/action-download-artifact v2.24.3 composite

hypothesis-ruby/Cargo.toml cargo

hypothesis-python/tests/common/setup.py pypi

pyproject.toml pypi

requirements/fuzzing.in pypi

hypofuzz *

requirements/fuzzing.txt pypi

ansi2html ==1.8.0
async-timeout ==4.0.3
attrs ==23.1.0
black ==23.9.1
certifi ==2023.7.22
charset-normalizer ==3.2.0
click ==8.1.7
coverage ==7.3.1
dash ==2.13.0
dash-core-components ==2.0.0
dash-html-components ==2.0.0
dash-table ==5.0.0
dpcontracts ==0.6.0
exceptiongroup ==1.1.3
execnet ==2.0.2
fakeredis ==2.18.1
flask ==2.2.5
hypofuzz ==23.7.1
hypothesis ==6.86.2
idna ==3.4
iniconfig ==2.0.0
itsdangerous ==2.1.2
jinja2 ==3.1.2
lark ==1.1.7
libcst ==1.0.1
markdown-it-py ==3.0.0
markupsafe ==2.1.3
mdurl ==0.1.2
mypy-extensions ==1.0.0
nest-asyncio ==1.5.8
numpy ==1.26.0
packaging ==23.1
pandas ==2.1.1
pathspec ==0.11.2
pexpect ==4.8.0
platformdirs ==3.10.0
plotly ==5.17.0
pluggy ==1.3.0
psutil ==5.9.5
ptyprocess ==0.7.0
pygments ==2.16.1
pytest ==7.4.2
pytest-xdist ==3.3.1
python-dateutil ==2.8.2
pytz ==2023.3.post1
pyyaml ==6.0.1
redis ==5.0.0
requests ==2.31.0
retrying ==1.3.4
rich ==13.5.3
setuptools ==68.2.2
six ==1.16.0
sortedcontainers ==2.4.0
tenacity ==8.2.3
tomli ==2.0.1
typing-extensions ==4.8.0
typing-inspect ==0.9.0
tzdata ==2023.3
urllib3 ==2.0.5
werkzeug ==2.2.3

tooling/setup.py pypi

Hypothesis

Science Score: 100.0%

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README.md

Hypothesis

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JOSS Publication

Hypothesis: A new approach to property-based testing

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pypi.org: hypothesis

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proxy.golang.org: github.com/HypothesisWorks/Hypothesis

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proxy.golang.org: github.com/hypothesisworks/hypothesis

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rubygems.org: hypothesis-specs

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anaconda.org: hypothesis

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crates.io: conjecture

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