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:
from hypothesis import given, strategies as st
@given(st.lists(st.integers()))
def test_matches_builtin(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 test case — it reports the simplest possible one. This makes property-based tests a powerful tool for debugging, as well as testing.
For instance,
def my_sort(ls):
return sorted(set(ls))
fails with the simplest possible failing test case:
Failing test case: test_matches_builtin(ls=[0, 0])
Installation
To install Hypothesis:
pip install hypothesis
There are also optional extras available.
Release files for hypothesis 6.169.0
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| hypothesis-6.169.0.tar.gz | 510.2 kB | Details |
Built distributions (wheels)
Total release size: 80.4 MB
Release files / hypothesis-6.169.0.tar.gz
| Download URL | hypothesis-6.169.0.tar.gz |
|---|---|
| Size | 510.2 kB |
| Tags | Source |
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Release files / hypothesis-6.169.0-pp311-pypy311_pp73-win_amd64.whl
| Download URL | hypothesis-6.169.0-pp311-pypy311_pp73-win_amd64.whl |
|---|---|
| Size | 683.9 kB |
| Tags | PyPy 3.11 PyPy 3.11 7.3 Windows x86-64 |
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| Download URL | hypothesis-6.169.0-pp311-pypy311_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
|---|---|
| Size | 1.2 MB |
| Tags | Linux glibc 2.17+ x86-64 PyPy 3.11 PyPy 3.11 7.3 |
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| Download URL | hypothesis-6.169.0-pp311-pypy311_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl |
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| Size | 1.1 MB |
| Tags | Linux glibc 2.17+ ARM64 PyPy 3.11 PyPy 3.11 7.3 |
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| Download URL | hypothesis-6.169.0-pp311-pypy311_pp73-macosx_11_0_arm64.whl |
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| Download URL | hypothesis-6.169.0-pp311-pypy311_pp73-macosx_10_12_x86_64.whl |
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| Size | 790.9 kB |
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| Download URL | hypothesis-6.169.0-cp315-abi3.abi3t-win_arm64.whl |
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| Download URL | hypothesis-6.169.0-cp315-abi3.abi3t-musllinux_1_2_x86_64.whl |
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| Download URL | hypothesis-6.169.0-cp315-abi3.abi3t-musllinux_1_2_riscv64.whl |
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| Download URL | hypothesis-6.169.0-cp315-abi3.abi3t-musllinux_1_2_ppc64le.whl |
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| Download URL | hypothesis-6.169.0-cp315-abi3.abi3t-musllinux_1_2_i686.whl |
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| Tags | CPython 3.15 Linux musl 1.2+ x86-32 abi3 abi3t |
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| Download URL | hypothesis-6.169.0-cp315-abi3.abi3t-musllinux_1_2_armv7l.whl |
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| Tags | CPython 3.15 Linux musl 1.2+ ARMv7l abi3 abi3t |
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| Download URL | hypothesis-6.169.0-cp315-abi3.abi3t-musllinux_1_2_aarch64.whl |
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| Download URL | hypothesis-6.169.0-cp315-abi3.abi3t-manylinux_2_31_riscv64.whl |
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| Tags | CPython 3.15 Linux glibc 2.31+ RISC-V 64 abi3 abi3t |
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| Download URL | hypothesis-6.169.0-cp315-abi3.abi3t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
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| Download URL | hypothesis-6.169.0-cp315-abi3.abi3t-macosx_10_12_x86_64.whl |
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| Download URL | hypothesis-6.169.0-cp314-cp314t-win_amd64.whl |
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| Size | 680.5 kB |
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twine/7.0.0 CPython/3.14.8
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Release files / hypothesis-6.169.0-cp314-cp314t-musllinux_1_2_aarch64.whl
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| Tags | CPython 3.14 CPython 3.14 free-threading Linux musl 1.2+ ARM64 |
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twine/7.0.0 CPython/3.14.8
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Release files / hypothesis-6.169.0-cp314-cp314t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | hypothesis-6.169.0-cp314-cp314t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
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| Size | 1.2 MB |
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SHA-256 checksum How to use checksums |
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twine/7.0.0 CPython/3.14.8
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Release files / hypothesis-6.169.0-cp314-cp314t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
| Download URL | hypothesis-6.169.0-cp314-cp314t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl |
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| Size | 1.1 MB |
| Tags | CPython 3.14 CPython 3.14 free-threading Linux glibc 2.17+ ARM64 |
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twine/7.0.0 CPython/3.14.8
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Release files / hypothesis-6.169.0-cp314-cp314t-macosx_11_0_arm64.whl
| Download URL | hypothesis-6.169.0-cp314-cp314t-macosx_11_0_arm64.whl |
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| Size | 782.2 kB |
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twine/7.0.0 CPython/3.14.8
|
Release files / hypothesis-6.169.0-cp314-cp314t-macosx_10_12_x86_64.whl
| Download URL | hypothesis-6.169.0-cp314-cp314t-macosx_10_12_x86_64.whl |
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| Size | 790.5 kB |
| Tags | CPython 3.14 CPython 3.14 free-threading macOS 10.12+ x86-64 |
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SHA-256 checksum How to use checksums |
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BLAKE2b-256 checksum How to use checksums |
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twine/7.0.0 CPython/3.14.8
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Release files / hypothesis-6.169.0-cp314-cp314-win_amd64.whl
| Download URL | hypothesis-6.169.0-cp314-cp314-win_amd64.whl |
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| Size | 680.8 kB |
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BLAKE2b-256 checksum How to use checksums |
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twine/7.0.0 CPython/3.14.8
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Release files / hypothesis-6.169.0-cp314-cp314-pyemscripten_2026_0_wasm32.whl
| Download URL | hypothesis-6.169.0-cp314-cp314-pyemscripten_2026_0_wasm32.whl |
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| Size | 623.2 kB |
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SHA-256 checksum How to use checksums |
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Yes |
| Uploaded via |
twine/7.0.0 CPython/3.14.8
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Release files / hypothesis-6.169.0-cp314-cp314-musllinux_1_2_x86_64.whl
| Download URL | hypothesis-6.169.0-cp314-cp314-musllinux_1_2_x86_64.whl |
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| Size | 1.3 MB |
| Tags | CPython 3.14 Linux musl 1.2+ x86-64 |
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| Uploaded via |
twine/7.0.0 CPython/3.14.8
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Release files / hypothesis-6.169.0-cp314-cp314-musllinux_1_2_aarch64.whl
| Download URL | hypothesis-6.169.0-cp314-cp314-musllinux_1_2_aarch64.whl |
|---|---|
| Size | 1.3 MB |
| Tags | CPython 3.14 Linux musl 1.2+ ARM64 |
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SHA-256 checksum How to use checksums |
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BLAKE2b-256 checksum How to use checksums |
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| Uploaded via |
twine/7.0.0 CPython/3.14.8
|
Release files / hypothesis-6.169.0-cp314-cp314-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | hypothesis-6.169.0-cp314-cp314-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
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| Size | 1.2 MB |
| Tags | CPython 3.14 Linux glibc 2.17+ x86-64 |
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SHA-256 checksum How to use checksums |
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| Uploaded via |
twine/7.0.0 CPython/3.14.8
|
Release files / hypothesis-6.169.0-cp314-cp314-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
| Download URL | hypothesis-6.169.0-cp314-cp314-manylinux_2_17_aarch64.manylinux2014_aarch64.whl |
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| Size | 1.1 MB |
| Tags | CPython 3.14 Linux glibc 2.17+ ARM64 |
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SHA-256 checksum How to use checksums |
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Uploaded using Trusted Publishing? What is trusted publishing? |
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| Uploaded via |
twine/7.0.0 CPython/3.14.8
|
Release files / hypothesis-6.169.0-cp314-cp314-macosx_11_0_arm64.whl
| Download URL | hypothesis-6.169.0-cp314-cp314-macosx_11_0_arm64.whl |
|---|---|
| Size | 783.8 kB |
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SHA-256 checksum How to use checksums |
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| Uploaded via |
twine/7.0.0 CPython/3.14.8
|
Release files / hypothesis-6.169.0-cp314-cp314-macosx_10_12_x86_64.whl
| Download URL | hypothesis-6.169.0-cp314-cp314-macosx_10_12_x86_64.whl |
|---|---|
| Size | 792.2 kB |
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SHA-256 checksum How to use checksums |
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BLAKE2b-256 checksum How to use checksums |
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Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.14.8
|
Release files / hypothesis-6.169.0-cp313-cp313-win_amd64.whl
| Download URL | hypothesis-6.169.0-cp313-cp313-win_amd64.whl |
|---|---|
| Size | 680.9 kB |
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SHA-256 checksum How to use checksums |
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Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.14.8
|
Release files / hypothesis-6.169.0-cp313-cp313-musllinux_1_2_x86_64.whl
| Download URL | hypothesis-6.169.0-cp313-cp313-musllinux_1_2_x86_64.whl |
|---|---|
| Size | 1.3 MB |
| Tags | CPython 3.13 Linux musl 1.2+ x86-64 |
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SHA-256 checksum How to use checksums |
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Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.14.8
|
Release files / hypothesis-6.169.0-cp313-cp313-musllinux_1_2_aarch64.whl
| Download URL | hypothesis-6.169.0-cp313-cp313-musllinux_1_2_aarch64.whl |
|---|---|
| Size | 1.3 MB |
| Tags | CPython 3.13 Linux musl 1.2+ ARM64 |
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BLAKE2b-256 checksum How to use checksums |
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| Uploaded via |
twine/7.0.0 CPython/3.14.8
|
Release files / hypothesis-6.169.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | hypothesis-6.169.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
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| Size | 1.2 MB |
| Tags | CPython 3.13 Linux glibc 2.17+ x86-64 |
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SHA-256 checksum How to use checksums |
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| Uploaded via |
twine/7.0.0 CPython/3.14.8
|
Release files / hypothesis-6.169.0-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
| Download URL | hypothesis-6.169.0-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl |
|---|---|
| Size | 1.1 MB |
| Tags | CPython 3.13 Linux glibc 2.17+ ARM64 |
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SHA-256 checksum How to use checksums |
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| Uploaded via |
twine/7.0.0 CPython/3.14.8
|
Release files / hypothesis-6.169.0-cp313-cp313-macosx_11_0_arm64.whl
| Download URL | hypothesis-6.169.0-cp313-cp313-macosx_11_0_arm64.whl |
|---|---|
| Size | 783.6 kB |
| Tags | CPython 3.13 macOS 11.0+ ARM64 |
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SHA-256 checksum How to use checksums |
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| Uploaded via |
twine/7.0.0 CPython/3.14.8
|
Release files / hypothesis-6.169.0-cp313-cp313-macosx_10_12_x86_64.whl
| Download URL | hypothesis-6.169.0-cp313-cp313-macosx_10_12_x86_64.whl |
|---|---|
| Size | 792.0 kB |
| Tags | CPython 3.13 macOS 10.12+ x86-64 |
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SHA-256 checksum How to use checksums |
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BLAKE2b-256 checksum How to use checksums |
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Yes |
| Uploaded via |
twine/7.0.0 CPython/3.14.8
|
Release files / hypothesis-6.169.0-cp312-cp312-win_amd64.whl
| Download URL | hypothesis-6.169.0-cp312-cp312-win_amd64.whl |
|---|---|
| Size | 680.9 kB |
| Tags | CPython 3.12 Windows x86-64 |
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SHA-256 checksum How to use checksums |
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Yes |
| Uploaded via |
twine/7.0.0 CPython/3.14.8
|
Release files / hypothesis-6.169.0-cp312-cp312-musllinux_1_2_x86_64.whl
| Download URL | hypothesis-6.169.0-cp312-cp312-musllinux_1_2_x86_64.whl |
|---|---|
| Size | 1.3 MB |
| Tags | CPython 3.12 Linux musl 1.2+ x86-64 |
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Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.14.8
|
Release files / hypothesis-6.169.0-cp312-cp312-musllinux_1_2_aarch64.whl
| Download URL | hypothesis-6.169.0-cp312-cp312-musllinux_1_2_aarch64.whl |
|---|---|
| Size | 1.3 MB |
| Tags | CPython 3.12 Linux musl 1.2+ ARM64 |
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twine/7.0.0 CPython/3.14.8
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Release files / hypothesis-6.169.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | hypothesis-6.169.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
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| Size | 1.2 MB |
| Tags | CPython 3.12 Linux glibc 2.17+ x86-64 |
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twine/7.0.0 CPython/3.14.8
|
Release files / hypothesis-6.169.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
| Download URL | hypothesis-6.169.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl |
|---|---|
| Size | 1.1 MB |
| Tags | CPython 3.12 Linux glibc 2.17+ ARM64 |
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SHA-256 checksum How to use checksums |
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| Uploaded via |
twine/7.0.0 CPython/3.14.8
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Release files / hypothesis-6.169.0-cp312-cp312-macosx_11_0_arm64.whl
| Download URL | hypothesis-6.169.0-cp312-cp312-macosx_11_0_arm64.whl |
|---|---|
| Size | 783.7 kB |
| Tags | CPython 3.12 macOS 11.0+ ARM64 |
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twine/7.0.0 CPython/3.14.8
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Release files / hypothesis-6.169.0-cp312-cp312-macosx_10_12_x86_64.whl
| Download URL | hypothesis-6.169.0-cp312-cp312-macosx_10_12_x86_64.whl |
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| Size | 792.1 kB |
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SHA-256 checksum How to use checksums |
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Release files / hypothesis-6.169.0-cp311-cp311-win_amd64.whl
| Download URL | hypothesis-6.169.0-cp311-cp311-win_amd64.whl |
|---|---|
| Size | 683.3 kB |
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Release files / hypothesis-6.169.0-cp311-cp311-musllinux_1_2_x86_64.whl
| Download URL | hypothesis-6.169.0-cp311-cp311-musllinux_1_2_x86_64.whl |
|---|---|
| Size | 1.3 MB |
| Tags | CPython 3.11 Linux musl 1.2+ x86-64 |
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Release files / hypothesis-6.169.0-cp311-cp311-musllinux_1_2_aarch64.whl
| Download URL | hypothesis-6.169.0-cp311-cp311-musllinux_1_2_aarch64.whl |
|---|---|
| Size | 1.3 MB |
| Tags | CPython 3.11 Linux musl 1.2+ ARM64 |
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SHA-256 checksum How to use checksums |
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Release files / hypothesis-6.169.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | hypothesis-6.169.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
|---|---|
| Size | 1.2 MB |
| Tags | CPython 3.11 Linux glibc 2.17+ x86-64 |
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SHA-256 checksum How to use checksums |
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Release files / hypothesis-6.169.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
| Download URL | hypothesis-6.169.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl |
|---|---|
| Size | 1.1 MB |
| Tags | CPython 3.11 Linux glibc 2.17+ ARM64 |
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SHA-256 checksum How to use checksums |
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Release files / hypothesis-6.169.0-cp311-cp311-macosx_11_0_arm64.whl
| Download URL | hypothesis-6.169.0-cp311-cp311-macosx_11_0_arm64.whl |
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| Size | 786.9 kB |
| Tags | CPython 3.11 macOS 11.0+ ARM64 |
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SHA-256 checksum How to use checksums |
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Release files / hypothesis-6.169.0-cp311-cp311-macosx_10_12_x86_64.whl
| Download URL | hypothesis-6.169.0-cp311-cp311-macosx_10_12_x86_64.whl |
|---|---|
| Size | 791.0 kB |
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SHA-256 checksum How to use checksums |
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Release files / hypothesis-6.169.0-cp311-abi3-win_arm64.whl
| Download URL | hypothesis-6.169.0-cp311-abi3-win_arm64.whl |
|---|---|
| Size | 681.1 kB |
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SHA-256 checksum How to use checksums |
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Release files / hypothesis-6.169.0-cp311-abi3-win_amd64.whl
| Download URL | hypothesis-6.169.0-cp311-abi3-win_amd64.whl |
|---|---|
| Size | 683.4 kB |
| Tags | CPython 3.11 Windows x86-64 abi3 |
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SHA-256 checksum How to use checksums |
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Release files / hypothesis-6.169.0-cp311-abi3-win32.whl
| Download URL | hypothesis-6.169.0-cp311-abi3-win32.whl |
|---|---|
| Size | 676.7 kB |
| Tags | CPython 3.11 Windows x86-32 abi3 |
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SHA-256 checksum How to use checksums |
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Release files / hypothesis-6.169.0-cp311-abi3-musllinux_1_2_x86_64.whl
| Download URL | hypothesis-6.169.0-cp311-abi3-musllinux_1_2_x86_64.whl |
|---|---|
| Size | 1.3 MB |
| Tags | CPython 3.11 Linux musl 1.2+ x86-64 abi3 |
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Release files / hypothesis-6.169.0-cp311-abi3-musllinux_1_2_riscv64.whl
| Download URL | hypothesis-6.169.0-cp311-abi3-musllinux_1_2_riscv64.whl |
|---|---|
| Size | 1.3 MB |
| Tags | CPython 3.11 Linux musl 1.2+ RISC-V 64 abi3 |
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SHA-256 checksum How to use checksums |
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Release files / hypothesis-6.169.0-cp311-abi3-musllinux_1_2_ppc64le.whl
| Download URL | hypothesis-6.169.0-cp311-abi3-musllinux_1_2_ppc64le.whl |
|---|---|
| Size | 1.3 MB |
| Tags | CPython 3.11 Linux musl 1.2+ PowerPC 64-le abi3 |
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SHA-256 checksum How to use checksums |
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Release files / hypothesis-6.169.0-cp311-abi3-musllinux_1_2_i686.whl
| Download URL | hypothesis-6.169.0-cp311-abi3-musllinux_1_2_i686.whl |
|---|---|
| Size | 1.4 MB |
| Tags | CPython 3.11 Linux musl 1.2+ x86-32 abi3 |
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SHA-256 checksum How to use checksums |
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Release files / hypothesis-6.169.0-cp311-abi3-musllinux_1_2_armv7l.whl
| Download URL | hypothesis-6.169.0-cp311-abi3-musllinux_1_2_armv7l.whl |
|---|---|
| Size | 1.4 MB |
| Tags | CPython 3.11 Linux musl 1.2+ ARMv7l abi3 |
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Release files / hypothesis-6.169.0-cp311-abi3-musllinux_1_2_aarch64.whl
| Download URL | hypothesis-6.169.0-cp311-abi3-musllinux_1_2_aarch64.whl |
|---|---|
| Size | 1.3 MB |
| Tags | CPython 3.11 Linux musl 1.2+ ARM64 abi3 |
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SHA-256 checksum How to use checksums |
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Release files / hypothesis-6.169.0-cp311-abi3-manylinux_2_31_riscv64.whl
| Download URL | hypothesis-6.169.0-cp311-abi3-manylinux_2_31_riscv64.whl |
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| Tags | CPython 3.11 Linux glibc 2.31+ RISC-V 64 abi3 |
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SHA-256 checksum How to use checksums |
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Release files / hypothesis-6.169.0-cp311-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | hypothesis-6.169.0-cp311-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
|---|---|
| Size | 1.2 MB |
| Tags | CPython 3.11 Linux glibc 2.17+ x86-64 abi3 |
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SHA-256 checksum How to use checksums |
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Release files / hypothesis-6.169.0-cp311-abi3-manylinux_2_17_s390x.manylinux2014_s390x.whl
| Download URL | hypothesis-6.169.0-cp311-abi3-manylinux_2_17_s390x.manylinux2014_s390x.whl |
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| Size | 1.2 MB |
| Tags | CPython 3.11 Linux glibc 2.17+ IBM System/390x abi3 |
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SHA-256 checksum How to use checksums |
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Release files / hypothesis-6.169.0-cp311-abi3-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
| Download URL | hypothesis-6.169.0-cp311-abi3-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl |
|---|---|
| Size | 1.1 MB |
| Tags | CPython 3.11 Linux glibc 2.17+ PowerPC 64-le abi3 |
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SHA-256 checksum How to use checksums |
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Release files / hypothesis-6.169.0-cp311-abi3-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
| Download URL | hypothesis-6.169.0-cp311-abi3-manylinux_2_17_armv7l.manylinux2014_armv7l.whl |
|---|---|
| Size | 1.1 MB |
| Tags | CPython 3.11 Linux glibc 2.17+ ARMv7l abi3 |
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SHA-256 checksum How to use checksums |
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Release files / hypothesis-6.169.0-cp311-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
| Download URL | hypothesis-6.169.0-cp311-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl |
|---|---|
| Size | 1.1 MB |
| Tags | CPython 3.11 Linux glibc 2.17+ ARM64 abi3 |
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SHA-256 checksum How to use checksums |
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Release files / hypothesis-6.169.0-cp311-abi3-manylinux_2_5_i686.manylinux1_i686.whl
| Download URL | hypothesis-6.169.0-cp311-abi3-manylinux_2_5_i686.manylinux1_i686.whl |
|---|---|
| Size | 1.2 MB |
| Tags | CPython 3.11 Linux glibc 2.5+ x86-32 abi3 |
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SHA-256 checksum How to use checksums |
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Release files / hypothesis-6.169.0-cp311-abi3-macosx_11_0_arm64.whl
| Download URL | hypothesis-6.169.0-cp311-abi3-macosx_11_0_arm64.whl |
|---|---|
| Size | 785.8 kB |
| Tags | CPython 3.11 abi3 macOS 11.0+ ARM64 |
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SHA-256 checksum How to use checksums |
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Release files / hypothesis-6.169.0-cp311-abi3-macosx_10_12_x86_64.whl
| Download URL | hypothesis-6.169.0-cp311-abi3-macosx_10_12_x86_64.whl |
|---|---|
| Size | 790.4 kB |
| Tags | CPython 3.11 abi3 macOS 10.12+ x86-64 |
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SHA-256 checksum How to use checksums |
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