Rounded Floating Point Arithmetic
This package implements a rounded floating point intervals or flint data-type
in python and NumPy. The floating point interval type contains a pair of numbers that
define the endpoint of an interval, and the exact value of a computation always lies
somewhere in that interval. This type addresses one shortcoming of floating point
numbers: equality comparisons. For this package, the equality operator for flints is
implemented such that any overlap of the interval will be treated as equal, and should
be though of as 'could be equal'.
To use in python, import the flint package and declare the number as a flint type.
from flint import flint
# Floating point numbers sometimes don't make sense
a = 0.2
b = 0.6
# This evaluate to False
print( (a+a+a) == b )
# Rounded floating point intervals will fix these issues
x = flint(0.2)
y = flint(0.6)
# This evalautes to True
print( (x+x+x) == y )
To use with NumPy, import NumPy as well and mark the array's dtype as flint.
import numpy as np
from flint import flint
a = np.fill((3,), 0.2, dtype=flint)
b = flint(0.6)
# This evaluates to True
print( np.sum(a) == b )
Further useage examples as well as a full API can be found on the project homepage
Installation
Binary packages are avialable from PyPI. Use pip to install the
binary package.
> python -m pip install numpy-flint
If there not a version for your system, you can visit the project homepage which has instructions on building from source or contributing to the project.
License
Copyright (c) 2023, Jef Wagner
Numpy-flint is free software: you can redistribute it and/or modify it under the terms of the GNU General Public License as published by the Free Software Foundation, either version 3 of the License, or (at your option) any later version.
Numpy-flint is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License for more details.
You should have received a copy of the GNU General Public License along with Numpy-flint. If not, see https://www.gnu.org/licenses/.
1 maintainer
Metadata
1 maintainer
Release files for numpy-flint 0.3.4
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | Provenance | Actions |
|---|---|---|---|---|
| numpy-flint-0.3.4.tar.gz | 146.9 kB | Without provenance | Details for numpy-flint-0.3.4.tar.gz |
Built distributions (wheels)
Total release size: 3.9 MB
Release files / numpy-flint-0.3.4.tar.gz
| Download URL | numpy-flint-0.3.4.tar.gz |
|---|---|
| Size | 146.9 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
e32ddc63adcd4c52df56670d3668d57fae656655e60e9c40c8e8917faae61b5e
|
|
BLAKE2b-256 checksum How to use checksums |
5148c35a80c9a2d4421b3bda968172fb59c1f7beeada8da9722050563db33e87
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/4.0.2 CPython/3.10.9
|
Release files / numpy_flint-0.3.4-cp311-cp311-win_amd64.whl
| Download URL | numpy_flint-0.3.4-cp311-cp311-win_amd64.whl |
|---|---|
| Size | 70.4 kB |
| Tags | CPython 3.11 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
e0742fa5b7a01c08fbc9f12b2be08db3b3935d92ce76820cf5f51a072869df7c
|
|
BLAKE2b-256 checksum How to use checksums |
560ffcef3a76c5e9f93537cc3bfbd41f1fb4f123c4f076d867abbfdcfff83597
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/4.0.2 CPython/3.10.9
|
Release files / numpy_flint-0.3.4-cp311-cp311-win32.whl
| Download URL | numpy_flint-0.3.4-cp311-cp311-win32.whl |
|---|---|
| Size | 64.3 kB |
| Tags | CPython 3.11 Windows x86-32 |
|
SHA-256 checksum How to use checksums |
bcfa2cfe82a86befabe5aee8ad2a27b8df33543072f03b1a2ccee5c183e2c238
|
|
BLAKE2b-256 checksum How to use checksums |
eb0b9c4af861036508b4b100610b6e3a031aab8b48d240fda5bfee689801026c
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/4.0.2 CPython/3.10.9
|
Release files / numpy_flint-0.3.4-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
| Download URL | numpy_flint-0.3.4-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl |
|---|---|
| Size | 167.4 kB |
| Tags | CPython 3.11 Linux glibc 2.17+ ARM64 |
|
SHA-256 checksum How to use checksums |
12092c5ef6ce85e51553b6c59f8772c9b60a38209b1819d4d0688cd1288d786b
|
|
BLAKE2b-256 checksum How to use checksums |
a916daf30c3aaeb9ebe03b5bdcba670ca011701016c942247b1e3f2219145021
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/4.0.2 CPython/3.10.9
|
Release files / numpy_flint-0.3.4-cp311-cp311-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | numpy_flint-0.3.4-cp311-cp311-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
|---|---|
| Size | 175.6 kB |
| Tags | CPython 3.11 Linux glibc 2.17+ x86-64 Linux glibc 2.5+ x86-64 |
|
SHA-256 checksum How to use checksums |
36ad97597cb4e8c6f24d68c389a7295bc4a2b54a71c15d2a26bb4cc129ff3782
|
|
BLAKE2b-256 checksum How to use checksums |
666bd1816c2c3b09f70dbd4b15047fb6fe00a3123841b871750c9118625ad436
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/4.0.2 CPython/3.10.9
|
Release files / numpy_flint-0.3.4-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
| Download URL | numpy_flint-0.3.4-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl |
|---|---|
| Size | 154.6 kB |
| Tags | CPython 3.11 Linux glibc 2.17+ x86-32 Linux glibc 2.5+ x86-32 |
|
SHA-256 checksum How to use checksums |
2fbf7e4b79178d1c3d6fe7acfc2beb59bf1ed5f1b556685268b5f9eaf9b2d4be
|
|
BLAKE2b-256 checksum How to use checksums |
ca2d09da37b826337c83203517711827c03aabf7b4794e5b3cf66cf948eb38ca
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/4.0.2 CPython/3.10.9
|
Release files / numpy_flint-0.3.4-cp311-cp311-macosx_11_0_arm64.whl
| Download URL | numpy_flint-0.3.4-cp311-cp311-macosx_11_0_arm64.whl |
|---|---|
| Size | 61.8 kB |
| Tags | CPython 3.11 macOS 11.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
5910fe49f21ceb1422642da844df03e7996a9dadbe45056a8b6ac61e9bcbb59c
|
|
BLAKE2b-256 checksum How to use checksums |
a975cd61d9cdc3d0f32a44d944ee0c3b4934d34328c7c899a369ab442750c40e
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/4.0.2 CPython/3.10.9
|
Release files / numpy_flint-0.3.4-cp311-cp311-macosx_10_9_x86_64.whl
| Download URL | numpy_flint-0.3.4-cp311-cp311-macosx_10_9_x86_64.whl |
|---|---|
| Size | 66.2 kB |
| Tags | CPython 3.11 macOS 10.9+ x86-64 |
|
SHA-256 checksum How to use checksums |
a91e4d5fde36e3aa4133ee1a52e26372106f3bd381c472ef50a19bdd4776fe1e
|
|
BLAKE2b-256 checksum How to use checksums |
2e56b9dcdd557acc1c3c2a330f0fd38fae42b76638575dc775e359afbe17aa7f
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/4.0.2 CPython/3.10.9
|
Release files / numpy_flint-0.3.4-cp310-cp310-win_amd64.whl
| Download URL | numpy_flint-0.3.4-cp310-cp310-win_amd64.whl |
|---|---|
| Size | 70.4 kB |
| Tags | CPython 3.10 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
37f3d12b81ae3222fc481c002c8fc9f4dbf8f41505035b9b69dfb710a5b26fc9
|
|
BLAKE2b-256 checksum How to use checksums |
e91117ed80d4f0bc7aa07d286376a3599cbfc9346444ca0061c6d3cc47d19329
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/4.0.2 CPython/3.10.9
|
Release files / numpy_flint-0.3.4-cp310-cp310-win32.whl
| Download URL | numpy_flint-0.3.4-cp310-cp310-win32.whl |
|---|---|
| Size | 64.3 kB |
| Tags | CPython 3.10 Windows x86-32 |
|
SHA-256 checksum How to use checksums |
5dd2d37fa58fd9bc859d97d489691605bc34b0b233ef59cb7415c72f768488c3
|
|
BLAKE2b-256 checksum How to use checksums |
93efa063d897614793ad41dd55ce2d6f9d1ed84f9081471c787f82b8e8af21d9
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/4.0.2 CPython/3.10.9
|
Release files / numpy_flint-0.3.4-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
| Download URL | numpy_flint-0.3.4-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl |
|---|---|
| Size | 167.0 kB |
| Tags | CPython 3.10 Linux glibc 2.17+ ARM64 |
|
SHA-256 checksum How to use checksums |
10974af4b87b265ee23d66bb6519498f4e22d39fb4f1355bb239ac114e25580f
|
|
BLAKE2b-256 checksum How to use checksums |
fe53bb2ad6a79f159e641a83b6706a7670e9fb25999b05c4583071c27a431975
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/4.0.2 CPython/3.10.9
|
Release files / numpy_flint-0.3.4-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | numpy_flint-0.3.4-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
|---|---|
| Size | 175.2 kB |
| Tags | CPython 3.10 Linux glibc 2.17+ x86-64 Linux glibc 2.5+ x86-64 |
|
SHA-256 checksum How to use checksums |
ebc4984d63b37b6c0bcb8e5c990137c156c27693e26f0da2bc1c503012b3f3fe
|
|
BLAKE2b-256 checksum How to use checksums |
503a9e894500700278acfaf376e114fe104e42c94374d766ddb5f5615624cd33
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/4.0.2 CPython/3.10.9
|
Release files / numpy_flint-0.3.4-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
| Download URL | numpy_flint-0.3.4-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl |
|---|---|
| Size | 154.2 kB |
| Tags | CPython 3.10 Linux glibc 2.17+ x86-32 Linux glibc 2.5+ x86-32 |
|
SHA-256 checksum How to use checksums |
c8b4b60273066fd0484f414125b3a0eb8c14827aabf70ba21c000179341941d2
|
|
BLAKE2b-256 checksum How to use checksums |
08e7ffcec10369352971d4144766895b69a3fb57e937ea0a6ab063f2b0b4534f
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/4.0.2 CPython/3.10.9
|
Release files / numpy_flint-0.3.4-cp310-cp310-macosx_11_0_arm64.whl
| Download URL | numpy_flint-0.3.4-cp310-cp310-macosx_11_0_arm64.whl |
|---|---|
| Size | 61.8 kB |
| Tags | CPython 3.10 macOS 11.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
0f5de66035be7439b3b505589e6e139e9db95d59a12a0cb46829363e77b578c0
|
|
BLAKE2b-256 checksum How to use checksums |
7ea8844e5e175b7a5c9d8573ed971701f47a1e5ac5a276c3563eac02e114a36e
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/4.0.2 CPython/3.10.9
|
Release files / numpy_flint-0.3.4-cp310-cp310-macosx_10_9_x86_64.whl
| Download URL | numpy_flint-0.3.4-cp310-cp310-macosx_10_9_x86_64.whl |
|---|---|
| Size | 66.2 kB |
| Tags | CPython 3.10 macOS 10.9+ x86-64 |
|
SHA-256 checksum How to use checksums |
d50074d75ffd5da25ab4b9de307dce03d5614ad80efbb69f4837aeb234a710e8
|
|
BLAKE2b-256 checksum How to use checksums |
91a4743875602d52f5117b4cffa91ea27ea1628d6f401bc0f4e0eac1a08e9bec
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/4.0.2 CPython/3.10.9
|
Release files / numpy_flint-0.3.4-cp39-cp39-win_amd64.whl
| Download URL | numpy_flint-0.3.4-cp39-cp39-win_amd64.whl |
|---|---|
| Size | 70.4 kB |
| Tags | CPython 3.9 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
3ad8712253a575a3b6cc8c77446c7fac210c2021fd849931d9207610fd6909e5
|
|
BLAKE2b-256 checksum How to use checksums |
2c41db7ff7e5e0037898f278468efcba309ed276133bc3338ddfc2cc1777e5e1
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/4.0.2 CPython/3.10.9
|
Release files / numpy_flint-0.3.4-cp39-cp39-win32.whl
| Download URL | numpy_flint-0.3.4-cp39-cp39-win32.whl |
|---|---|
| Size | 64.2 kB |
| Tags | CPython 3.9 Windows x86-32 |
|
SHA-256 checksum How to use checksums |
b0ecf3529c45ff67731704e6480ba58a4316574d9ea1f9da81d9e1057952bd0d
|
|
BLAKE2b-256 checksum How to use checksums |
3181f34d04ad76f77a26cd8b7fd511d2ddc95afff5545ce1c7f86e9eae15f3ba
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/4.0.2 CPython/3.10.9
|
Release files / numpy_flint-0.3.4-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
| Download URL | numpy_flint-0.3.4-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl |
|---|---|
| Size | 166.8 kB |
| Tags | CPython 3.9 Linux glibc 2.17+ ARM64 |
|
SHA-256 checksum How to use checksums |
a4170fdf3a65e039e6f0d87341b1293017e3c6292aaf6caac2497aec9a06e410
|
|
BLAKE2b-256 checksum How to use checksums |
002ddfbf560a469a4103398e39f3a654aca5d9650c4b0098583819acb5db12aa
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/4.0.2 CPython/3.10.9
|
Release files / numpy_flint-0.3.4-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | numpy_flint-0.3.4-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
|---|---|
| Size | 175.0 kB |
| Tags | CPython 3.9 Linux glibc 2.17+ x86-64 Linux glibc 2.5+ x86-64 |
|
SHA-256 checksum How to use checksums |
bdde6cac34e00ef024994d8e840cedacec47d9c3ff4de768a9314a944b2364fa
|
|
BLAKE2b-256 checksum How to use checksums |
bcb7532c86a4ef626b931886c66553ba5f635c064361e8724cffd7fdbd367361
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/4.0.2 CPython/3.10.9
|
Release files / numpy_flint-0.3.4-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
| Download URL | numpy_flint-0.3.4-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl |
|---|---|
| Size | 154.0 kB |
| Tags | CPython 3.9 Linux glibc 2.17+ x86-32 Linux glibc 2.5+ x86-32 |
|
SHA-256 checksum How to use checksums |
5a9c47e56b886865a05daac4c455583d8b9bd5c80035aca790d75b2f13b21524
|
|
BLAKE2b-256 checksum How to use checksums |
bf0baa5bb100160a1b1175e1f32183b2b29797ecee9f6ba953197dae5cf996bd
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/4.0.2 CPython/3.10.9
|
Release files / numpy_flint-0.3.4-cp39-cp39-macosx_11_0_arm64.whl
| Download URL | numpy_flint-0.3.4-cp39-cp39-macosx_11_0_arm64.whl |
|---|---|
| Size | 61.8 kB |
| Tags | CPython 3.9 macOS 11.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
5d9cdad3bb74920f845e044fb9b296abe66a69db49b8ea910f3285de9737ae96
|
|
BLAKE2b-256 checksum How to use checksums |
a9466e37a5a2cca6df3819a5923c97fcfad75bd23f9501b727b0bbd79b89448c
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/4.0.2 CPython/3.10.9
|
Release files / numpy_flint-0.3.4-cp39-cp39-macosx_10_9_x86_64.whl
| Download URL | numpy_flint-0.3.4-cp39-cp39-macosx_10_9_x86_64.whl |
|---|---|
| Size | 66.2 kB |
| Tags | CPython 3.9 macOS 10.9+ x86-64 |
|
SHA-256 checksum How to use checksums |
5652c9f7c2e8f111ea9d4be6cbda52cdbb2dd1cf4211276188e573bc14ad8350
|
|
BLAKE2b-256 checksum How to use checksums |
9f0e2fb311511a087ed1e77e9c33584347530d61ff10a851b70db53969c4fad1
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/4.0.2 CPython/3.10.9
|
Release files / numpy_flint-0.3.4-cp38-cp38-win_amd64.whl
| Download URL | numpy_flint-0.3.4-cp38-cp38-win_amd64.whl |
|---|---|
| Size | 70.4 kB |
| Tags | CPython 3.8 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
a9ed155d224afd9d4d9f09a79e0c8921c0b5a684cc085546153768d90acdf825
|
|
BLAKE2b-256 checksum How to use checksums |
6d94314586a396c03b2a61a6f0758477a6cce880356b599705d999550761cd21
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/4.0.2 CPython/3.10.9
|
Release files / numpy_flint-0.3.4-cp38-cp38-win32.whl
| Download URL | numpy_flint-0.3.4-cp38-cp38-win32.whl |
|---|---|
| Size | 64.2 kB |
| Tags | CPython 3.8 Windows x86-32 |
|
SHA-256 checksum How to use checksums |
577998d81f36d3e2e184e3b133ae8317ed9cfd6957116d5c27495df3a7132e0e
|
|
BLAKE2b-256 checksum How to use checksums |
ee78024f55acd01d6774292aa00e9784a2d776dcfb4cb2e79c458c9108adb8a3
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/4.0.2 CPython/3.10.9
|
Release files / numpy_flint-0.3.4-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
| Download URL | numpy_flint-0.3.4-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl |
|---|---|
| Size | 168.0 kB |
| Tags | CPython 3.8 Linux glibc 2.17+ ARM64 |
|
SHA-256 checksum How to use checksums |
98d80f97c65f7f73dd1209b780e6239d6efd2f79bc437b12fa631d932624493e
|
|
BLAKE2b-256 checksum How to use checksums |
4e6a6a46959f4b03aeaa9d8e690b5e72af249f303e7a8b63de9b1a691d2ae269
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/4.0.2 CPython/3.10.9
|
Release files / numpy_flint-0.3.4-cp38-cp38-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | numpy_flint-0.3.4-cp38-cp38-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
|---|---|
| Size | 176.4 kB |
| Tags | CPython 3.8 Linux glibc 2.17+ x86-64 Linux glibc 2.5+ x86-64 |
|
SHA-256 checksum How to use checksums |
6046387cb04a0b4ea55cd52deb56311e13689a79f332e31df3e23bb67ae10635
|
|
BLAKE2b-256 checksum How to use checksums |
3eba6b17335c85d3ce4ecbf97357efd3014b462b44d40db5e0553d163a08d43e
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/4.0.2 CPython/3.10.9
|
Release files / numpy_flint-0.3.4-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
| Download URL | numpy_flint-0.3.4-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl |
|---|---|
| Size | 155.7 kB |
| Tags | CPython 3.8 Linux glibc 2.17+ x86-32 Linux glibc 2.5+ x86-32 |
|
SHA-256 checksum How to use checksums |
61f43cb6c2ac1c12a834eef32efa3214896ad3329d2984514c55110d121d9785
|
|
BLAKE2b-256 checksum How to use checksums |
f875ba86f2c34ccc363c837457d59691f3cb8d42230af339c5434e4bd481e9b2
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/4.0.2 CPython/3.10.9
|
Release files / numpy_flint-0.3.4-cp38-cp38-macosx_11_0_arm64.whl
| Download URL | numpy_flint-0.3.4-cp38-cp38-macosx_11_0_arm64.whl |
|---|---|
| Size | 61.8 kB |
| Tags | CPython 3.8 macOS 11.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
f5733502fb1ce79547da14657899ea31ccff4ec4e24a8e55c6cc43b5994fe0ee
|
|
BLAKE2b-256 checksum How to use checksums |
9a47912ae858464ea011a9ef792d2892fbc644185ee865a8c822d6590aa508a6
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/4.0.2 CPython/3.10.9
|
Release files / numpy_flint-0.3.4-cp38-cp38-macosx_10_9_x86_64.whl
| Download URL | numpy_flint-0.3.4-cp38-cp38-macosx_10_9_x86_64.whl |
|---|---|
| Size | 66.2 kB |
| Tags | CPython 3.8 macOS 10.9+ x86-64 |
|
SHA-256 checksum How to use checksums |
b791a46710afd8e790799188abbdab1f8385e0ec4009cfe79c494f41ce4bf94c
|
|
BLAKE2b-256 checksum How to use checksums |
348b7ef63699feac2e254a815b05c32dbe3f0fb4e9e3138ede65a2507b65137e
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/4.0.2 CPython/3.10.9
|
Release files / numpy_flint-0.3.4-cp37-cp37m-win_amd64.whl
| Download URL | numpy_flint-0.3.4-cp37-cp37m-win_amd64.whl |
|---|---|
| Size | 70.2 kB |
| Tags | CPython 3.7 CPython 3.7 pymalloc Windows x86-64 |
|
SHA-256 checksum How to use checksums |
df470f077d8b37e97fdf745e0526047b038e0143f0a4c6ca5d0dcf7e173f65cc
|
|
BLAKE2b-256 checksum How to use checksums |
a8299728b30471cf0887daf59c8f4f7dcb0bcac7154f2e86cea2f5ec26e25965
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/4.0.2 CPython/3.10.9
|
Release files / numpy_flint-0.3.4-cp37-cp37m-win32.whl
| Download URL | numpy_flint-0.3.4-cp37-cp37m-win32.whl |
|---|---|
| Size | 64.2 kB |
| Tags | CPython 3.7 CPython 3.7 pymalloc Windows x86-32 |
|
SHA-256 checksum How to use checksums |
2d7fa6ea397e024a831d915452b8bd15cdff5774c8d5cf3146b566ad26f6e55d
|
|
BLAKE2b-256 checksum How to use checksums |
01aaccb87d07198fcc4bdd6855e2609ac56e9ed9cf98cf83c2a0b7cfd9e23df9
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/4.0.2 CPython/3.10.9
|
Release files / numpy_flint-0.3.4-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
| Download URL | numpy_flint-0.3.4-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl |
|---|---|
| Size | 164.5 kB |
| Tags | CPython 3.7 CPython 3.7 pymalloc Linux glibc 2.17+ ARM64 |
|
SHA-256 checksum How to use checksums |
6e74df33f11b0332aa88d6036694c13d2f20eec84a7c1fc2bce1ab824dd643d4
|
|
BLAKE2b-256 checksum How to use checksums |
b53712f1fba397ad670d4cdf63aeddcff4fdb617945c8d2e4c681cf38089fbc1
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/4.0.2 CPython/3.10.9
|
Release files / numpy_flint-0.3.4-cp37-cp37m-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | numpy_flint-0.3.4-cp37-cp37m-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
|---|---|
| Size | 172.8 kB |
| Tags | CPython 3.7 CPython 3.7 pymalloc Linux glibc 2.17+ x86-64 Linux glibc 2.5+ x86-64 |
|
SHA-256 checksum How to use checksums |
1b4005deab65c73bc8301bcd07bb4a20ea0f58cf11713582304b833a0dd83184
|
|
BLAKE2b-256 checksum How to use checksums |
028b15722b67a1b3dc07768c75b4dcf75ceaa3f3a0fceb145354af0e72ed1a52
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/4.0.2 CPython/3.10.9
|
Release files / numpy_flint-0.3.4-cp37-cp37m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
| Download URL | numpy_flint-0.3.4-cp37-cp37m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl |
|---|---|
| Size | 152.1 kB |
| Tags | CPython 3.7 CPython 3.7 pymalloc Linux glibc 2.17+ x86-32 Linux glibc 2.5+ x86-32 |
|
SHA-256 checksum How to use checksums |
aaf02f7d1fd2356ff933a2eb0ec8222e2461b467795dac87bcb40f630e03cbfb
|
|
BLAKE2b-256 checksum How to use checksums |
9120dae83e8ff438998a1e164aa2a1d708db15b071ca8aad5055429e8c47747b
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/4.0.2 CPython/3.10.9
|
Release files / numpy_flint-0.3.4-cp37-cp37m-macosx_10_9_x86_64.whl
| Download URL | numpy_flint-0.3.4-cp37-cp37m-macosx_10_9_x86_64.whl |
|---|---|
| Size | 65.9 kB |
| Tags | CPython 3.7 CPython 3.7 pymalloc macOS 10.9+ x86-64 |
|
SHA-256 checksum How to use checksums |
5abed91326df7e2c7aac4fac21e4865f3962f0380360e3f1b35973b63db57943
|
|
BLAKE2b-256 checksum How to use checksums |
a4107ac4217551534673f1af329bff917ffae9a2cff4ed517ef9456637641b44
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/4.0.2 CPython/3.10.9
|
Security for numpy-flint 0.3.4
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
No provenance found
None of the files in this release were uploaded with provenance metadata.
A note on package security
PyPI is a repository for distributing packages, not a service for auditing them. While third-party security researchers and our staff do their best to detect and remove malicious packages, PyPI cannot guarantee the quality, security or suitability of any given package.
To learn more about protecting yourself from malicious actors, visit our package security documentation.
