Simple python library for pitch shifting and time stretching
Project description
python-stretch: pitch shifting and time stretching
A simple Python Wrapper of the Signalsmith Stretch C++ library for pitch and time stretching.
Features
- Time stretching
- Pitch shifting
- Multichannel support: Works with mono and multichannel audio files.
- Seamless integration: Works natively with NumPy arrays for compatibility with libraries such as
librosaand many others used in audio processing pipelines.
Installation
python-stretch is available in PyPI (via Platform Wheels):
pip install python-stretch
Alternatevly, you can easly build it from source (You need a c++ compiler and cmake).
# Clone from github
git clone --recurse-submodules https://github.com/gregogiudici/python-stretch.git
# Install
pip install ./python-stretch
Examples
Quick Start
import numpy as np
import librosa
import python_stretch as ps
# Load an audio example from librosa (e.g., 'trumpet', 'brahms',...)
audio, sr = librosa.load(librosa.ex('trumpet'), sr=None)
# Assure that "audio" is a 2d array
if (audio.ndim == 1):
audio = audio[np.newaxis, :]
# Create a Stretch object
stretch = ps.Signalsmith.Stretch()
# Configure using a preset
stretch.preset(audio.shape[0], sr) # numChannels, sampleRate
# Shift up by one octave
stretch.setTransposeSemitones(12)
# Stretch time
stretch.timeFactor = 0.75
# Process
audio_processed = stretch.process(audio)
# Save and listen
import soundfile as sf
sf.write("audio_original.wav", np.squeeze(audio), sr)
sf.write("audio_processed.wav", np.squeeze(audio_processed), sr)
Acknowledgements
- Signalsmith Stretch:
python-stretchis built on top of the Signalsmith Stretch C++ library, which provides the core algorithms for time stretching and pitch shifting. - nanobind: This project utilizes nanobind for easily binding the C++ code to Python.
Project details
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
Built Distributions
Filter files by name, interpreter, ABI, and platform.
If you're not sure about the file name format, learn more about wheel file names.
Copy a direct link to the current filters
File details
Details for the file python-stretch-0.3.1.tar.gz.
File metadata
- Download URL: python-stretch-0.3.1.tar.gz
- Upload date:
- Size: 9.4 MB
- Tags: Source
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.12.8
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
df0b1e030ec34cfe3611626152c0236268251e644939154e499888d29b1f54e5
|
|
| MD5 |
5559fc7ee32f36330def4610927297aa
|
|
| BLAKE2b-256 |
9341a3f15025ad52c063c0ac95fdccd64d9f67cffb808af7f8e79f08e564709f
|
File details
Details for the file python_stretch-0.3.1-pp310-pypy310_pp73-win_amd64.whl.
File metadata
- Download URL: python_stretch-0.3.1-pp310-pypy310_pp73-win_amd64.whl
- Upload date:
- Size: 96.5 kB
- Tags: PyPy, Windows x86-64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.12.8
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
6a3d19b5f067a35cf9bfd4e3270ba281163b1608da94f7e813fa50e225a621bf
|
|
| MD5 |
8c63c1446b72f6ab6473f385531352e9
|
|
| BLAKE2b-256 |
01004409ffd333045bd533556babe4012048bcc09e521409fc2b894670bebee7
|
File details
Details for the file python_stretch-0.3.1-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.
File metadata
- Download URL: python_stretch-0.3.1-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
- Upload date:
- Size: 109.9 kB
- Tags: PyPy, manylinux: glibc 2.17+ x86-64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.12.8
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
3da1bf9154b4c01d7b58d17bb3db0390d316e420bc6113868b04f4c6603b5fe1
|
|
| MD5 |
4bb535e5a503a15eea4801945ab3c2c0
|
|
| BLAKE2b-256 |
cd1ae1777e51f2a155824b344de625ad177e3c141eff48a6a33fb39a1e5b4451
|
File details
Details for the file python_stretch-0.3.1-pp310-pypy310_pp73-manylinux_2_17_i686.manylinux2014_i686.whl.
File metadata
- Download URL: python_stretch-0.3.1-pp310-pypy310_pp73-manylinux_2_17_i686.manylinux2014_i686.whl
- Upload date:
- Size: 116.3 kB
- Tags: PyPy, manylinux: glibc 2.17+ i686
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.12.8
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
475e544f82230a7a0575e941247799c1c34cb61e179774193350a834ef14bf9a
|
|
| MD5 |
5cac7dcb6bca948c0455c0898227b1e6
|
|
| BLAKE2b-256 |
e1775cc8f19a7ebadbea92f29ed5aee929699443fec5b3ecc61a2001107cbf1e
|
File details
Details for the file python_stretch-0.3.1-pp310-pypy310_pp73-macosx_11_0_arm64.whl.
File metadata
- Download URL: python_stretch-0.3.1-pp310-pypy310_pp73-macosx_11_0_arm64.whl
- Upload date:
- Size: 73.5 kB
- Tags: PyPy, macOS 11.0+ ARM64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.12.8
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
4d18bc50996974954ea6af8588c7772bf9b295d8b8d87d6fc2643f8493d39d8c
|
|
| MD5 |
d108b87d5d2cf1fde38694ace0e3b11c
|
|
| BLAKE2b-256 |
c964f32ccbc29063b981ab065aae2d3b17e6657a4ccf427387d6b3e60547b9d1
|
File details
Details for the file python_stretch-0.3.1-pp310-pypy310_pp73-macosx_10_15_x86_64.whl.
File metadata
- Download URL: python_stretch-0.3.1-pp310-pypy310_pp73-macosx_10_15_x86_64.whl
- Upload date:
- Size: 77.1 kB
- Tags: PyPy, macOS 10.15+ x86-64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.12.8
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
b51d492b3b2e0de16d183a4078d4de92c60de0ff9a1a6bdd96e0854fb0d04d77
|
|
| MD5 |
a268f651ae4b7f3cd7a2ee4bf638ce77
|
|
| BLAKE2b-256 |
7f3115fb3706dcce7677d4bf989e5fbea0dad16a4218918c7bf6c4dbe10bf7bb
|
File details
Details for the file python_stretch-0.3.1-pp39-pypy39_pp73-win_amd64.whl.
File metadata
- Download URL: python_stretch-0.3.1-pp39-pypy39_pp73-win_amd64.whl
- Upload date:
- Size: 96.6 kB
- Tags: PyPy, Windows x86-64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.12.8
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
38ef7e5247d0cad628c8cb3c616cfd7b67aa161ebeb27bf29b826a07a14d1334
|
|
| MD5 |
76316fa17fb5bc9ff6f9a3680197a8c4
|
|
| BLAKE2b-256 |
590f03fa37cdc0590e3269daead8d1e551874afddeba67b3e5bf8b4677fb9159
|
File details
Details for the file python_stretch-0.3.1-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.
File metadata
- Download URL: python_stretch-0.3.1-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
- Upload date:
- Size: 109.9 kB
- Tags: PyPy, manylinux: glibc 2.17+ x86-64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.12.8
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
68d683bfd00989a0b640268692cf1de6f7f9f3ce9e8492f4c12ad4977367bb16
|
|
| MD5 |
fba29d7a99220ba3d4e47372a197119d
|
|
| BLAKE2b-256 |
cb69e052bc37888f125274b9fb2c8815c18fc72c2582c1fcc904ba122f679ae4
|
File details
Details for the file python_stretch-0.3.1-pp39-pypy39_pp73-manylinux_2_17_i686.manylinux2014_i686.whl.
File metadata
- Download URL: python_stretch-0.3.1-pp39-pypy39_pp73-manylinux_2_17_i686.manylinux2014_i686.whl
- Upload date:
- Size: 116.3 kB
- Tags: PyPy, manylinux: glibc 2.17+ i686
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.12.8
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
6ca46d61cad04733c2c431181dd64bc81d6abed9a7512a0080144fa08f600410
|
|
| MD5 |
39d1aafc1d012572ffd7713b31b1b864
|
|
| BLAKE2b-256 |
53ad827f1c0cb059db46c7cac6435e7afc6d05444ba9d39e59647376d4ccb474
|
File details
Details for the file python_stretch-0.3.1-pp39-pypy39_pp73-macosx_11_0_arm64.whl.
File metadata
- Download URL: python_stretch-0.3.1-pp39-pypy39_pp73-macosx_11_0_arm64.whl
- Upload date:
- Size: 73.4 kB
- Tags: PyPy, macOS 11.0+ ARM64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.12.8
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
a2dc4635cb870713ea0c6077bdda6424056975dc9919a6d706838386747e7fa5
|
|
| MD5 |
937e28194f07bd2f8d3818d724422d7b
|
|
| BLAKE2b-256 |
750c6f607440a72ad5964a3b1d26d5b18a82241d69f3698f1fe9f15a91f6467e
|
File details
Details for the file python_stretch-0.3.1-pp39-pypy39_pp73-macosx_10_15_x86_64.whl.
File metadata
- Download URL: python_stretch-0.3.1-pp39-pypy39_pp73-macosx_10_15_x86_64.whl
- Upload date:
- Size: 77.1 kB
- Tags: PyPy, macOS 10.15+ x86-64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.12.8
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
f35b6b791831a1f5c0947120253f258f68b9b85ecea9329031f82f33bd9ba34b
|
|
| MD5 |
dd86a7b1ce66966c356aab2426f69e15
|
|
| BLAKE2b-256 |
0671f78a73a66bf0ad2098db3f13fe6b491a0fefef175be142d26cdd93bc9373
|
File details
Details for the file python_stretch-0.3.1-cp312-abi3-win_amd64.whl.
File metadata
- Download URL: python_stretch-0.3.1-cp312-abi3-win_amd64.whl
- Upload date:
- Size: 97.1 kB
- Tags: CPython 3.12+, Windows x86-64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.12.8
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
95581cb06c08e7423c267f6a1d1e6fb4071bcd3e401e39e0e497578ee73b1fc1
|
|
| MD5 |
75c7e80f7a36622b825b2e1d443f787b
|
|
| BLAKE2b-256 |
eeee35f9e968ddc238f24a23c938e72f64f7b67632af144c5d12dd229f74b374
|
File details
Details for the file python_stretch-0.3.1-cp312-abi3-win32.whl.
File metadata
- Download URL: python_stretch-0.3.1-cp312-abi3-win32.whl
- Upload date:
- Size: 87.1 kB
- Tags: CPython 3.12+, Windows x86
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.12.8
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
8a81ab2638481de69e64cfc43e2629009568183410e2bc9e8d59708e6ef44010
|
|
| MD5 |
b4e4d3a93a1b7d73ca3363b621deb7b3
|
|
| BLAKE2b-256 |
42f4f2c8499474b6c058ae438b90111fb8a70f7bd81ac8dd1c1aea8f8b63015c
|
File details
Details for the file python_stretch-0.3.1-cp312-abi3-musllinux_1_2_x86_64.whl.
File metadata
- Download URL: python_stretch-0.3.1-cp312-abi3-musllinux_1_2_x86_64.whl
- Upload date:
- Size: 550.2 kB
- Tags: CPython 3.12+, musllinux: musl 1.2+ x86-64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.12.8
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
9c4e041e788e7b6dc5e404d755c5f76f7d6820a44a81d0c1755e41ba585f0749
|
|
| MD5 |
adb99af14e3cb1b193064af52a186586
|
|
| BLAKE2b-256 |
bb044857a503b3347912d57d12ec077bcbb2589bcd396d5180d7317a3c635e05
|
File details
Details for the file python_stretch-0.3.1-cp312-abi3-musllinux_1_2_i686.whl.
File metadata
- Download URL: python_stretch-0.3.1-cp312-abi3-musllinux_1_2_i686.whl
- Upload date:
- Size: 593.0 kB
- Tags: CPython 3.12+, musllinux: musl 1.2+ i686
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.12.8
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
3777de362c0888744558f43cdd27cc74ad6a0c1137488d85ae22b950b588c9dd
|
|
| MD5 |
3056a138091cfd64ea3f6a738960ac11
|
|
| BLAKE2b-256 |
e02f90b184cab98521a2b333371bdd711c0bb9030df72669fa8e52811ee493fd
|
File details
Details for the file python_stretch-0.3.1-cp312-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.
File metadata
- Download URL: python_stretch-0.3.1-cp312-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
- Upload date:
- Size: 109.4 kB
- Tags: CPython 3.12+, manylinux: glibc 2.17+ x86-64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.12.8
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
5e7f4be789056a6a36c408e94e0c539fe37e6f1e4785aa5181b824fcf9d26b86
|
|
| MD5 |
01b723d0aae82fc5d6b0b4490100d56b
|
|
| BLAKE2b-256 |
4c0042ad5067691729478bb7298aa2722843df1f372d0d646e09daddc145fbbb
|
File details
Details for the file python_stretch-0.3.1-cp312-abi3-manylinux_2_17_i686.manylinux2014_i686.whl.
File metadata
- Download URL: python_stretch-0.3.1-cp312-abi3-manylinux_2_17_i686.manylinux2014_i686.whl
- Upload date:
- Size: 115.7 kB
- Tags: CPython 3.12+, manylinux: glibc 2.17+ i686
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.12.8
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
1d575edf5897c292d9d6fc73a150baf2f2e350e5403a399f308d9bdc64d12634
|
|
| MD5 |
805258ece70c9be9db47cd1b9628fa85
|
|
| BLAKE2b-256 |
aa398d2b1fdef23ac1a0430dd1171671e955c7ea8b80c3987cbaf811726d004c
|
File details
Details for the file python_stretch-0.3.1-cp312-abi3-macosx_11_0_arm64.whl.
File metadata
- Download URL: python_stretch-0.3.1-cp312-abi3-macosx_11_0_arm64.whl
- Upload date:
- Size: 73.4 kB
- Tags: CPython 3.12+, macOS 11.0+ ARM64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.12.8
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
d8b81028b6ca2de363f42b47e5a2026bd6e79137a496a563041052a725148000
|
|
| MD5 |
b7a175badcadbe76b6be7f9fc02a41de
|
|
| BLAKE2b-256 |
2dd2f1cdf0547605fc1e1c5c42e1f3cac0dbf91fb6863586318f750ef3b9a06c
|
File details
Details for the file python_stretch-0.3.1-cp312-abi3-macosx_10_14_x86_64.whl.
File metadata
- Download URL: python_stretch-0.3.1-cp312-abi3-macosx_10_14_x86_64.whl
- Upload date:
- Size: 77.6 kB
- Tags: CPython 3.12+, macOS 10.14+ x86-64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.12.8
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
0051931bc6379bb3bec42bd219edc219369950bd4b3a0b5e2906acce61fae1d7
|
|
| MD5 |
5b7b45b77c7ce1bcf10e679be0c66e7a
|
|
| BLAKE2b-256 |
c16333503a3157a6c9736a8b8396b46567c134b56928eaf3ee1f824c95228b98
|
File details
Details for the file python_stretch-0.3.1-cp311-cp311-win_amd64.whl.
File metadata
- Download URL: python_stretch-0.3.1-cp311-cp311-win_amd64.whl
- Upload date:
- Size: 98.7 kB
- Tags: CPython 3.11, Windows x86-64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.12.8
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
bd90b85f33e3ecc11ce879db1a28dd87cf0b17d8cbe79d48e711b24c5456c158
|
|
| MD5 |
46554f825d94fae3f798b39e808014a4
|
|
| BLAKE2b-256 |
fc541a7db08a1b18e38bdee55c645efb33304188dc58019015a816f8b1422613
|
File details
Details for the file python_stretch-0.3.1-cp311-cp311-win32.whl.
File metadata
- Download URL: python_stretch-0.3.1-cp311-cp311-win32.whl
- Upload date:
- Size: 88.6 kB
- Tags: CPython 3.11, Windows x86
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.12.8
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
a3df71cc990c93c7501cb63786a28dae3b2774f2dc13c17d3b9d6a66278821ee
|
|
| MD5 |
a0223ab451e53cf52aedfbfd9bc19c65
|
|
| BLAKE2b-256 |
0c2799247413e85dfac7c448fba24403ccf32cb06f802b7a2c152444c8e40a19
|
File details
Details for the file python_stretch-0.3.1-cp311-cp311-musllinux_1_2_x86_64.whl.
File metadata
- Download URL: python_stretch-0.3.1-cp311-cp311-musllinux_1_2_x86_64.whl
- Upload date:
- Size: 553.9 kB
- Tags: CPython 3.11, musllinux: musl 1.2+ x86-64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.12.8
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
cf225e722fb3cf50a7fd9edbff8433a41ea69737127be1149c9dea1e30e82e0e
|
|
| MD5 |
1e63f1352ada135fca20471dabc85d2d
|
|
| BLAKE2b-256 |
8b6d53f6e63a8846268aea583210e26cc60a86f6036cb918176baee1cddd0375
|
File details
Details for the file python_stretch-0.3.1-cp311-cp311-musllinux_1_2_i686.whl.
File metadata
- Download URL: python_stretch-0.3.1-cp311-cp311-musllinux_1_2_i686.whl
- Upload date:
- Size: 597.5 kB
- Tags: CPython 3.11, musllinux: musl 1.2+ i686
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.12.8
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
316ae002bc71e487320f2b65d9d0b6f4f824482f6c63ac86a8ff4fc1aaf1d463
|
|
| MD5 |
28f0e04bc30b6d16be96b7f948ea52e7
|
|
| BLAKE2b-256 |
2701ef09fd49c3fc7d7ee75b479842ee9453d15f3416739297d62bffe2a06cdf
|
File details
Details for the file python_stretch-0.3.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.
File metadata
- Download URL: python_stretch-0.3.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
- Upload date:
- Size: 113.4 kB
- Tags: CPython 3.11, manylinux: glibc 2.17+ x86-64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.12.8
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
5d430c7b873d61e39f73fe58c90baec4a26e087cdbfa4c001959badb608120c0
|
|
| MD5 |
d090823c876b578510cba6957c68b9ab
|
|
| BLAKE2b-256 |
923bb8d6da9d81b3b69799ec1ce8221f1908a2514ef64b21b701002518c3cd51
|
File details
Details for the file python_stretch-0.3.1-cp311-cp311-manylinux_2_17_i686.manylinux2014_i686.whl.
File metadata
- Download URL: python_stretch-0.3.1-cp311-cp311-manylinux_2_17_i686.manylinux2014_i686.whl
- Upload date:
- Size: 120.2 kB
- Tags: CPython 3.11, manylinux: glibc 2.17+ i686
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.12.8
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
78c45082c9cd5f267b41b6541399c7693781c627b590a5faa4feee9cf1d64547
|
|
| MD5 |
eaf515c722327640894a8217fe1ccfa3
|
|
| BLAKE2b-256 |
64c13c06839b6136f19fb49c57a101f5a0a5f3160cbaaf5051e713c231230c6a
|
File details
Details for the file python_stretch-0.3.1-cp311-cp311-macosx_11_0_arm64.whl.
File metadata
- Download URL: python_stretch-0.3.1-cp311-cp311-macosx_11_0_arm64.whl
- Upload date:
- Size: 76.6 kB
- Tags: CPython 3.11, macOS 11.0+ ARM64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.12.8
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
06a11efc93f59472dac3f6890d982a446966fe25db2afcbb75e235f5c8017f1a
|
|
| MD5 |
d19cd7a23085843996d564463209952e
|
|
| BLAKE2b-256 |
b00812ef004e67737e99b85eab35cf45bdc7b479189064c60cc70699ccd1c970
|
File details
Details for the file python_stretch-0.3.1-cp311-cp311-macosx_10_14_x86_64.whl.
File metadata
- Download URL: python_stretch-0.3.1-cp311-cp311-macosx_10_14_x86_64.whl
- Upload date:
- Size: 80.4 kB
- Tags: CPython 3.11, macOS 10.14+ x86-64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.12.8
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
578113b84bbc63a531d32a62fc4f473dac969a9000a21873a9ae0832840a9b7a
|
|
| MD5 |
cfeb516974d09a75aa4a83cc5c07aa59
|
|
| BLAKE2b-256 |
845699917882cb434f6ed80bc256cc7b6dfd58b54187fbde66adfa57211cd55a
|
File details
Details for the file python_stretch-0.3.1-cp310-cp310-win_amd64.whl.
File metadata
- Download URL: python_stretch-0.3.1-cp310-cp310-win_amd64.whl
- Upload date:
- Size: 98.9 kB
- Tags: CPython 3.10, Windows x86-64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.12.8
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
57d24349abca94f112cd9750bade42a7eacfdd966313497ddbc1b2a8868ebb01
|
|
| MD5 |
ec663c0e4ff5ba0b48b4221978202e0c
|
|
| BLAKE2b-256 |
d417e40080de04e7059d26f4e7f89543b6ade12261e14dd9532912d0ea0eb130
|
File details
Details for the file python_stretch-0.3.1-cp310-cp310-win32.whl.
File metadata
- Download URL: python_stretch-0.3.1-cp310-cp310-win32.whl
- Upload date:
- Size: 88.9 kB
- Tags: CPython 3.10, Windows x86
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.12.8
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
5c7af4c409235a0c623aec677f762a57de08acca7733dce218b4d1206115fa29
|
|
| MD5 |
0325ac3006662ee4fb1df90bb48bebec
|
|
| BLAKE2b-256 |
836851960003385716f0e8e9736d5d47df4e95ce62d0926edd132b0c872afb82
|
File details
Details for the file python_stretch-0.3.1-cp310-cp310-musllinux_1_2_x86_64.whl.
File metadata
- Download URL: python_stretch-0.3.1-cp310-cp310-musllinux_1_2_x86_64.whl
- Upload date:
- Size: 554.1 kB
- Tags: CPython 3.10, musllinux: musl 1.2+ x86-64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.12.8
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
e0317033c48afd4871714dddc7c796c81480a2193a6e38a9fbebc0166a43de12
|
|
| MD5 |
8bb14a325093139a650e4733d22e5436
|
|
| BLAKE2b-256 |
d5492befb6dc9772f6f94884c0d43a99bb62ff8cf9315b35490e1bdf0d3c68cf
|
File details
Details for the file python_stretch-0.3.1-cp310-cp310-musllinux_1_2_i686.whl.
File metadata
- Download URL: python_stretch-0.3.1-cp310-cp310-musllinux_1_2_i686.whl
- Upload date:
- Size: 597.8 kB
- Tags: CPython 3.10, musllinux: musl 1.2+ i686
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.12.8
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
375a841bdeaa5c4348d5fab19296fc6fd12d8984b5ef6d50c939b4a31737a6f6
|
|
| MD5 |
c3ab9af1e7a64a6b6cb0085885265766
|
|
| BLAKE2b-256 |
8d249afa2bab16d4cf18909ee42fcc87f80bdd74eea2619bc35684df24359b0d
|
File details
Details for the file python_stretch-0.3.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.
File metadata
- Download URL: python_stretch-0.3.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
- Upload date:
- Size: 113.6 kB
- Tags: CPython 3.10, manylinux: glibc 2.17+ x86-64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.12.8
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
b54d8a2ba3ab7bb1f7f251a0dd8a22b2f2305f8011b8f85b518b3a190ef61b17
|
|
| MD5 |
3e614c3a441b7c8885d4bc707964414e
|
|
| BLAKE2b-256 |
294d31f37201785cbbdf91000c04a2f7cb3fb73d3673baa638cf16c415c04b3d
|
File details
Details for the file python_stretch-0.3.1-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl.
File metadata
- Download URL: python_stretch-0.3.1-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl
- Upload date:
- Size: 120.5 kB
- Tags: CPython 3.10, manylinux: glibc 2.17+ i686
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.12.8
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
b6c48c3d1d858e8311099322c5c6ab9f1daec91cd63c38869bcfddeda6c2bcb2
|
|
| MD5 |
11823abc186f72f5b7b38a51873f92ab
|
|
| BLAKE2b-256 |
2edd01399131d4787ed0b311157804556f07c0c4b6004077c60fb7e93f742f19
|
File details
Details for the file python_stretch-0.3.1-cp310-cp310-macosx_11_0_arm64.whl.
File metadata
- Download URL: python_stretch-0.3.1-cp310-cp310-macosx_11_0_arm64.whl
- Upload date:
- Size: 76.7 kB
- Tags: CPython 3.10, macOS 11.0+ ARM64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.12.8
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
dcf3835a163326c2c99dc98e893378fa5f855e44d0eda36711914235e27ec7e7
|
|
| MD5 |
32b05b13cd945148a3189b9eca1a20f8
|
|
| BLAKE2b-256 |
efb4c8ed37cd20d83576368cb7f77cf5358c232ba423a7b0d6b0f431f8b8d0d3
|
File details
Details for the file python_stretch-0.3.1-cp310-cp310-macosx_10_14_x86_64.whl.
File metadata
- Download URL: python_stretch-0.3.1-cp310-cp310-macosx_10_14_x86_64.whl
- Upload date:
- Size: 80.7 kB
- Tags: CPython 3.10, macOS 10.14+ x86-64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.12.8
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
2b307f2c54dfacd61508b90911a8cc66159d11007ac1e199f6fb1c82021b0d69
|
|
| MD5 |
583facc7f702c885a94ba08b07cee12a
|
|
| BLAKE2b-256 |
8af1f38f3e4381d8b6fbd57dc566304e055aa8d40526e2fbcfd937a87cb60c6b
|
File details
Details for the file python_stretch-0.3.1-cp39-cp39-win_amd64.whl.
File metadata
- Download URL: python_stretch-0.3.1-cp39-cp39-win_amd64.whl
- Upload date:
- Size: 99.3 kB
- Tags: CPython 3.9, Windows x86-64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.12.8
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
4605bce60b1a214d91479f6a66def5a1383afdbd369dd44d8ffb1bc8cb011b4e
|
|
| MD5 |
16aff101d40e5747b4dba63a6af56e45
|
|
| BLAKE2b-256 |
af0326788b5462f9a4be70e89cba021fa07f1bdb1cf2e6727d78b4664c69dc3e
|
File details
Details for the file python_stretch-0.3.1-cp39-cp39-win32.whl.
File metadata
- Download URL: python_stretch-0.3.1-cp39-cp39-win32.whl
- Upload date:
- Size: 89.4 kB
- Tags: CPython 3.9, Windows x86
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.12.8
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
f327a5afa1ea99f62fca547a9762d4e2708a1ab50922922de2f6697dc2d7ea69
|
|
| MD5 |
572029b5f015768202498217cce94b16
|
|
| BLAKE2b-256 |
ea7898a246b75060d4c474004ec855902b29f5f6a698d52dcf16229dbd343c95
|
File details
Details for the file python_stretch-0.3.1-cp39-cp39-musllinux_1_2_x86_64.whl.
File metadata
- Download URL: python_stretch-0.3.1-cp39-cp39-musllinux_1_2_x86_64.whl
- Upload date:
- Size: 554.2 kB
- Tags: CPython 3.9, musllinux: musl 1.2+ x86-64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.12.8
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
5c6c9d7afa84f7d918f1824e4c8bca3edc5f6c0d72560375ed54a60ffc04b9dc
|
|
| MD5 |
5f2143a9f7d00e0794997e3daeb8d478
|
|
| BLAKE2b-256 |
9d54375b3e9ef275b039436dfd92d858c46747062fa110a5cbf21c19bf12ea6a
|
File details
Details for the file python_stretch-0.3.1-cp39-cp39-musllinux_1_2_i686.whl.
File metadata
- Download URL: python_stretch-0.3.1-cp39-cp39-musllinux_1_2_i686.whl
- Upload date:
- Size: 598.0 kB
- Tags: CPython 3.9, musllinux: musl 1.2+ i686
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.12.8
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
84db571016bd558d3fb7d02c6aab563af25cb088e4cef9dbd6efc8174e9c6ac2
|
|
| MD5 |
42187957ccc7cdbd28d7ae55108dfdb2
|
|
| BLAKE2b-256 |
b6c715036760c9e50357e3af1291170e5cd2981ada92c5804d7fc85c72a13b9e
|
File details
Details for the file python_stretch-0.3.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.
File metadata
- Download URL: python_stretch-0.3.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
- Upload date:
- Size: 113.8 kB
- Tags: CPython 3.9, manylinux: glibc 2.17+ x86-64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.12.8
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
c22885df4826323676ec354d1171f81c97db1d4c4fb8e18af1d17da483740766
|
|
| MD5 |
8298c9cc61b66bb72e0ece91ea68910f
|
|
| BLAKE2b-256 |
2d6107a32813108ddcef5c63d807b6203cd575fc47fffe879573a530239079bc
|
File details
Details for the file python_stretch-0.3.1-cp39-cp39-manylinux_2_17_i686.manylinux2014_i686.whl.
File metadata
- Download URL: python_stretch-0.3.1-cp39-cp39-manylinux_2_17_i686.manylinux2014_i686.whl
- Upload date:
- Size: 120.7 kB
- Tags: CPython 3.9, manylinux: glibc 2.17+ i686
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.12.8
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
4eb8bf7ca6b8927b750130371edad8886c14a1fb34f9a691a7f9d283cc78fd02
|
|
| MD5 |
eccc61592dd2cc67c445d4c5d42fe4d7
|
|
| BLAKE2b-256 |
3175e15bddc5db996bcdb2636d09a12f75ff88caf1668eb161cacdb579a38a17
|
File details
Details for the file python_stretch-0.3.1-cp39-cp39-macosx_11_0_arm64.whl.
File metadata
- Download URL: python_stretch-0.3.1-cp39-cp39-macosx_11_0_arm64.whl
- Upload date:
- Size: 76.9 kB
- Tags: CPython 3.9, macOS 11.0+ ARM64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.12.8
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
e67c58314125f6ea00f8f9e3835d024ac933c211a53a07d963f37bf604465122
|
|
| MD5 |
e4df9729196c471253f8fec4e3cd42b6
|
|
| BLAKE2b-256 |
a6bdaf1b45d1f257161d3c4e6da05bedfbfc60dac6e951a0a188f006e28e4841
|
File details
Details for the file python_stretch-0.3.1-cp39-cp39-macosx_10_14_x86_64.whl.
File metadata
- Download URL: python_stretch-0.3.1-cp39-cp39-macosx_10_14_x86_64.whl
- Upload date:
- Size: 80.9 kB
- Tags: CPython 3.9, macOS 10.14+ x86-64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.12.8
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
77f2388254f5b99547443822c6c7c0eed1007261c81ebdbc04737987939435e5
|
|
| MD5 |
82d3f4c8a93407bfc439527dad9c220a
|
|
| BLAKE2b-256 |
02c1bd6a45b18898a81d8a6d2336e3514ff23c0c2e7cbb02c78b2cc1cb2033d7
|
File details
Details for the file python_stretch-0.3.1-cp38-cp38-win_amd64.whl.
File metadata
- Download URL: python_stretch-0.3.1-cp38-cp38-win_amd64.whl
- Upload date:
- Size: 98.8 kB
- Tags: CPython 3.8, Windows x86-64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.12.8
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
b40cadcaa3a86f5905a1379b7a6137f5670e081b8e8697ea680cf021b17d4c4e
|
|
| MD5 |
18ef40824219267238a10aa8b6f4063b
|
|
| BLAKE2b-256 |
2189938bfbcf2e16bee2d38c2cd693ac3c6bd43d0891c73fd9f51d2418a687f0
|
File details
Details for the file python_stretch-0.3.1-cp38-cp38-win32.whl.
File metadata
- Download URL: python_stretch-0.3.1-cp38-cp38-win32.whl
- Upload date:
- Size: 88.6 kB
- Tags: CPython 3.8, Windows x86
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.12.8
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
d72ac3dbad403cde4fb091cdd20bb89409b5574d1a95fd8dfb7c29bc60f0012a
|
|
| MD5 |
930ed4a18be24c03a403d1a4473a1b10
|
|
| BLAKE2b-256 |
ddfc3138480c11f018193d15b55739c54075f00ec2cebdaf9ce2605f0965ce44
|
File details
Details for the file python_stretch-0.3.1-cp38-cp38-musllinux_1_2_x86_64.whl.
File metadata
- Download URL: python_stretch-0.3.1-cp38-cp38-musllinux_1_2_x86_64.whl
- Upload date:
- Size: 553.5 kB
- Tags: CPython 3.8, musllinux: musl 1.2+ x86-64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.12.8
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
0cc7d8ebd977488577461a442cdc28eddd6d3aee9a8a9c85c1e724711229680a
|
|
| MD5 |
013b260eceb50807d2dea8e92fb07931
|
|
| BLAKE2b-256 |
b01315ce62aaab909c4c8bf69af39233b9de536c0bd71a988295f74bda7dd508
|
File details
Details for the file python_stretch-0.3.1-cp38-cp38-musllinux_1_2_i686.whl.
File metadata
- Download URL: python_stretch-0.3.1-cp38-cp38-musllinux_1_2_i686.whl
- Upload date:
- Size: 597.0 kB
- Tags: CPython 3.8, musllinux: musl 1.2+ i686
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.12.8
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
3e13e302feac281d7e5bffdd53df17892d28455574c398c4939a243c774cf6c5
|
|
| MD5 |
e07c49d3599eb220ff5b9371df2701a5
|
|
| BLAKE2b-256 |
29042e46f34730f6623cd7adb7803454b7a1c641271a8693a8339debaa6ed6bb
|
File details
Details for the file python_stretch-0.3.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.
File metadata
- Download URL: python_stretch-0.3.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
- Upload date:
- Size: 113.0 kB
- Tags: CPython 3.8, manylinux: glibc 2.17+ x86-64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.12.8
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
209445cdcc11d910e2bd665fa4c27db8362cb26e072db340fe0f63131b285a2e
|
|
| MD5 |
a831a7d3fee0433e2819701cc90c3a4b
|
|
| BLAKE2b-256 |
0013bc3b0c987468285bdd9200dee7ae85f0b8ef6a33be6c5b9754cfc1e35350
|
File details
Details for the file python_stretch-0.3.1-cp38-cp38-manylinux_2_17_i686.manylinux2014_i686.whl.
File metadata
- Download URL: python_stretch-0.3.1-cp38-cp38-manylinux_2_17_i686.manylinux2014_i686.whl
- Upload date:
- Size: 119.5 kB
- Tags: CPython 3.8, manylinux: glibc 2.17+ i686
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.12.8
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
bb73072063ae452637cbdad980b4537786e36c99f6e1eeb28e9f8cacbb91e6d5
|
|
| MD5 |
f70f3a08187f3a130470072428e07702
|
|
| BLAKE2b-256 |
06c59a507e0ad3592cdfa0d59e30153c35a75f5eded2cd7a1c2f5a54750ab53e
|
File details
Details for the file python_stretch-0.3.1-cp38-cp38-macosx_11_0_arm64.whl.
File metadata
- Download URL: python_stretch-0.3.1-cp38-cp38-macosx_11_0_arm64.whl
- Upload date:
- Size: 74.6 kB
- Tags: CPython 3.8, macOS 11.0+ ARM64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.12.8
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
96ed61893319c72ea728066905b5da445e47c53e46938f1ac1b09d194a897494
|
|
| MD5 |
065cf7b284b6c7ac930145ca95526a14
|
|
| BLAKE2b-256 |
32e293ad68b6b43ce23176bf3873337e676f82278c38f4be27c7aa2923a42728
|
File details
Details for the file python_stretch-0.3.1-cp38-cp38-macosx_10_14_x86_64.whl.
File metadata
- Download URL: python_stretch-0.3.1-cp38-cp38-macosx_10_14_x86_64.whl
- Upload date:
- Size: 78.5 kB
- Tags: CPython 3.8, macOS 10.14+ x86-64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.12.8
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
a88b70450011e813dd3f027f6f8c4b65fee2d1d8185a3b0806ef2de72e793e87
|
|
| MD5 |
639b3d666dbc9b26f7b2bdf923bfd8f4
|
|
| BLAKE2b-256 |
4a3db65c7da74d07047c46e36a7c75b0f8d30382ba0a4f18195bc1eb78071525
|