Banquo Python Bindings
This repository contains the python bindings for the Banquo temporal logic monitor, which is written in Rust.
Installation
We try to provide pre-built wheels for all supported python verions across a variety of common platforms. These wheels can be installed from PyPI, the central python package registry, using the command:
$ pip install pybanquo
This project can also be installed directly from GitHub using the command
$ pip install "pybanquo @ git+https://github.com/cpslab-asu/banquo-python"
Usage
Creating formulas is accomplished by combining logical expressions like
Predicate with operators like And and Eventually. The result of combining
these terms is a temporal logic formula, which can be used to evaluate a
Trace, which is a set of system states along with the associated time for
each state. This is an example of this process:
import banquo as bq
import banquo.operators as ops
# x <= 5.0
p1 = bq.Predicate({"x": 1.0}, 5.0)
# -y <= -3.0 => y > 3.0
p2 = bq.Predicate({"y": -1.0}, -3.0)
# always (p1 or p2)
f = ops.Always(ops.Or(p1, p2))
t = bq.Trace({
0.0: {"x": 4.8, "y": 6.3},
1.0: {"x": 4.7, "y": 9.3},
2.0: {"x": 4.9, "y": 5.4},
3.0: {"x": 4.6, "y": 4.1},
4.0: {"x": 4.2, "y": 3.1},
})
rho = bq.evaluate(f, t)
More advanced usage of the operators, including the bounded Always and
Eventually operators can be seen in the tests/test_conformance.py module.
1 maintainer
Metadata
1 maintainer
Release files for pybanquo 0.1.1
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 |
|---|---|---|---|---|
| pybanquo-0.1.1.tar.gz | 30.6 kB | Without provenance | Details for pybanquo-0.1.1.tar.gz |
Built distributions (wheels)
Total release size: 57.6 MB
Release files / pybanquo-0.1.1.tar.gz
| Download URL | pybanquo-0.1.1.tar.gz |
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| Tags | Source |
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Release files / pybanquo-0.1.1-cp314-cp314-win_amd64.whl
| Download URL | pybanquo-0.1.1-cp314-cp314-win_amd64.whl |
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Release files / pybanquo-0.1.1-cp314-cp314-win32.whl
| Download URL | pybanquo-0.1.1-cp314-cp314-win32.whl |
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| Size | 306.2 kB |
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Release files / pybanquo-0.1.1-cp314-cp314-musllinux_1_2_x86_64.whl
| Download URL | pybanquo-0.1.1-cp314-cp314-musllinux_1_2_x86_64.whl |
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maturin/1.14.1
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Release files / pybanquo-0.1.1-cp314-cp314-musllinux_1_2_i686.whl
| Download URL | pybanquo-0.1.1-cp314-cp314-musllinux_1_2_i686.whl |
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| Size | 761.7 kB |
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maturin/1.14.1
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Release files / pybanquo-0.1.1-cp314-cp314-musllinux_1_2_armv7l.whl
| Download URL | pybanquo-0.1.1-cp314-cp314-musllinux_1_2_armv7l.whl |
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| Size | 792.0 kB |
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maturin/1.14.1
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Release files / pybanquo-0.1.1-cp314-cp314-musllinux_1_2_aarch64.whl
| Download URL | pybanquo-0.1.1-cp314-cp314-musllinux_1_2_aarch64.whl |
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| Size | 677.7 kB |
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maturin/1.14.1
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Release files / pybanquo-0.1.1-cp314-cp314-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | pybanquo-0.1.1-cp314-cp314-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
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| Size | 501.2 kB |
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maturin/1.14.1
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Release files / pybanquo-0.1.1-cp314-cp314-manylinux_2_17_s390x.manylinux2014_s390x.whl
| Download URL | pybanquo-0.1.1-cp314-cp314-manylinux_2_17_s390x.manylinux2014_s390x.whl |
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| Size | 530.3 kB |
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maturin/1.14.1
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Release files / pybanquo-0.1.1-cp314-cp314-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
| Download URL | pybanquo-0.1.1-cp314-cp314-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl |
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| Size | 641.3 kB |
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maturin/1.14.1
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Release files / pybanquo-0.1.1-cp314-cp314-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
| Download URL | pybanquo-0.1.1-cp314-cp314-manylinux_2_17_armv7l.manylinux2014_armv7l.whl |
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| Size | 517.9 kB |
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maturin/1.14.1
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Release files / pybanquo-0.1.1-cp314-cp314-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
| Download URL | pybanquo-0.1.1-cp314-cp314-manylinux_2_17_aarch64.manylinux2014_aarch64.whl |
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| Size | 502.0 kB |
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maturin/1.14.1
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Release files / pybanquo-0.1.1-cp314-cp314-manylinux_2_5_i686.manylinux1_i686.whl
| Download URL | pybanquo-0.1.1-cp314-cp314-manylinux_2_5_i686.manylinux1_i686.whl |
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| Size | 551.9 kB |
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maturin/1.14.1
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Release files / pybanquo-0.1.1-cp314-cp314-macosx_11_0_arm64.whl
| Download URL | pybanquo-0.1.1-cp314-cp314-macosx_11_0_arm64.whl |
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| Size | 451.0 kB |
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maturin/1.14.1
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Release files / pybanquo-0.1.1-cp314-cp314-macosx_10_12_x86_64.whl
| Download URL | pybanquo-0.1.1-cp314-cp314-macosx_10_12_x86_64.whl |
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Release files / pybanquo-0.1.1-cp313-cp313-win_amd64.whl
| Download URL | pybanquo-0.1.1-cp313-cp313-win_amd64.whl |
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Release files / pybanquo-0.1.1-cp313-cp313-musllinux_1_2_x86_64.whl
| Download URL | pybanquo-0.1.1-cp313-cp313-musllinux_1_2_x86_64.whl |
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| Size | 721.6 kB |
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Release files / pybanquo-0.1.1-cp313-cp313-musllinux_1_2_i686.whl
| Download URL | pybanquo-0.1.1-cp313-cp313-musllinux_1_2_i686.whl |
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Release files / pybanquo-0.1.1-cp313-cp313-musllinux_1_2_armv7l.whl
| Download URL | pybanquo-0.1.1-cp313-cp313-musllinux_1_2_armv7l.whl |
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| Size | 791.5 kB |
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Release files / pybanquo-0.1.1-cp313-cp313-musllinux_1_2_aarch64.whl
| Download URL | pybanquo-0.1.1-cp313-cp313-musllinux_1_2_aarch64.whl |
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| Size | 676.8 kB |
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maturin/1.14.1
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Release files / pybanquo-0.1.1-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | pybanquo-0.1.1-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
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| Size | 499.9 kB |
| Tags | CPython 3.13 Linux glibc 2.17+ x86-64 |
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maturin/1.14.1
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Release files / pybanquo-0.1.1-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl
| Download URL | pybanquo-0.1.1-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl |
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| Size | 529.6 kB |
| Tags | CPython 3.13 Linux glibc 2.17+ IBM System/390x |
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SHA-256 checksum How to use checksums |
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maturin/1.14.1
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Release files / pybanquo-0.1.1-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
| Download URL | pybanquo-0.1.1-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl |
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| Size | 640.4 kB |
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SHA-256 checksum How to use checksums |
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maturin/1.14.1
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Release files / pybanquo-0.1.1-cp313-cp313-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
| Download URL | pybanquo-0.1.1-cp313-cp313-manylinux_2_17_armv7l.manylinux2014_armv7l.whl |
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| Size | 516.7 kB |
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maturin/1.14.1
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Release files / pybanquo-0.1.1-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
| Download URL | pybanquo-0.1.1-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl |
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| Size | 500.7 kB |
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maturin/1.14.1
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Release files / pybanquo-0.1.1-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.whl
| Download URL | pybanquo-0.1.1-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.whl |
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| Size | 550.7 kB |
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maturin/1.14.1
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Release files / pybanquo-0.1.1-cp313-cp313-macosx_11_0_arm64.whl
| Download URL | pybanquo-0.1.1-cp313-cp313-macosx_11_0_arm64.whl |
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| Size | 450.5 kB |
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Release files / pybanquo-0.1.1-cp313-cp313-macosx_10_12_x86_64.whl
| Download URL | pybanquo-0.1.1-cp313-cp313-macosx_10_12_x86_64.whl |
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| Size | 468.1 kB |
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SHA-256 checksum How to use checksums |
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Release files / pybanquo-0.1.1-cp312-cp312-win_amd64.whl
| Download URL | pybanquo-0.1.1-cp312-cp312-win_amd64.whl |
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| Size | 324.3 kB |
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SHA-256 checksum How to use checksums |
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maturin/1.14.1
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Release files / pybanquo-0.1.1-cp312-cp312-musllinux_1_2_x86_64.whl
| Download URL | pybanquo-0.1.1-cp312-cp312-musllinux_1_2_x86_64.whl |
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| Size | 720.9 kB |
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maturin/1.14.1
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Release files / pybanquo-0.1.1-cp312-cp312-musllinux_1_2_i686.whl
| Download URL | pybanquo-0.1.1-cp312-cp312-musllinux_1_2_i686.whl |
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| Size | 760.7 kB |
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SHA-256 checksum How to use checksums |
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maturin/1.14.1
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Release files / pybanquo-0.1.1-cp312-cp312-musllinux_1_2_armv7l.whl
| Download URL | pybanquo-0.1.1-cp312-cp312-musllinux_1_2_armv7l.whl |
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maturin/1.14.1
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Release files / pybanquo-0.1.1-cp312-cp312-musllinux_1_2_aarch64.whl
| Download URL | pybanquo-0.1.1-cp312-cp312-musllinux_1_2_aarch64.whl |
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| Size | 676.7 kB |
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maturin/1.14.1
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Release files / pybanquo-0.1.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | pybanquo-0.1.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
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| Size | 499.6 kB |
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maturin/1.14.1
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Release files / pybanquo-0.1.1-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl
| Download URL | pybanquo-0.1.1-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl |
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| Size | 529.2 kB |
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maturin/1.14.1
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Release files / pybanquo-0.1.1-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
| Download URL | pybanquo-0.1.1-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl |
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| Size | 638.3 kB |
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maturin/1.14.1
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Release files / pybanquo-0.1.1-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
| Download URL | pybanquo-0.1.1-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl |
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| Size | 514.2 kB |
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SHA-256 checksum How to use checksums |
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maturin/1.14.1
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Release files / pybanquo-0.1.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
| Download URL | pybanquo-0.1.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl |
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| Size | 500.6 kB |
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maturin/1.14.1
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Release files / pybanquo-0.1.1-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.whl
| Download URL | pybanquo-0.1.1-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.whl |
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| Size | 550.5 kB |
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Uploaded using Trusted Publishing? What is trusted publishing? |
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maturin/1.14.1
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Release files / pybanquo-0.1.1-cp312-cp312-macosx_11_0_arm64.whl
| Download URL | pybanquo-0.1.1-cp312-cp312-macosx_11_0_arm64.whl |
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| Size | 450.2 kB |
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Uploaded using Trusted Publishing? What is trusted publishing? |
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maturin/1.14.1
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Release files / pybanquo-0.1.1-cp312-cp312-macosx_10_12_x86_64.whl
| Download URL | pybanquo-0.1.1-cp312-cp312-macosx_10_12_x86_64.whl |
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| Uploaded via |
maturin/1.14.1
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Release files / pybanquo-0.1.1-cp311-cp311-win_amd64.whl
| Download URL | pybanquo-0.1.1-cp311-cp311-win_amd64.whl |
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| Size | 328.6 kB |
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| Uploaded via |
maturin/1.14.1
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Release files / pybanquo-0.1.1-cp311-cp311-musllinux_1_2_x86_64.whl
| Download URL | pybanquo-0.1.1-cp311-cp311-musllinux_1_2_x86_64.whl |
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maturin/1.14.1
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Release files / pybanquo-0.1.1-cp311-cp311-musllinux_1_2_i686.whl
| Download URL | pybanquo-0.1.1-cp311-cp311-musllinux_1_2_i686.whl |
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maturin/1.14.1
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Release files / pybanquo-0.1.1-cp311-cp311-musllinux_1_2_armv7l.whl
| Download URL | pybanquo-0.1.1-cp311-cp311-musllinux_1_2_armv7l.whl |
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maturin/1.14.1
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Release files / pybanquo-0.1.1-cp311-cp311-musllinux_1_2_aarch64.whl
| Download URL | pybanquo-0.1.1-cp311-cp311-musllinux_1_2_aarch64.whl |
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| Size | 681.5 kB |
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maturin/1.14.1
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Release files / pybanquo-0.1.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | pybanquo-0.1.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
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| Size | 505.6 kB |
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maturin/1.14.1
|
Release files / pybanquo-0.1.1-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl
| Download URL | pybanquo-0.1.1-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl |
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| Size | 534.2 kB |
| Tags | CPython 3.11 Linux glibc 2.17+ IBM System/390x |
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SHA-256 checksum How to use checksums |
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maturin/1.14.1
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Release files / pybanquo-0.1.1-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
| Download URL | pybanquo-0.1.1-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl |
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| Size | 644.0 kB |
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SHA-256 checksum How to use checksums |
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maturin/1.14.1
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Release files / pybanquo-0.1.1-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
| Download URL | pybanquo-0.1.1-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl |
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| Size | 521.2 kB |
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SHA-256 checksum How to use checksums |
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maturin/1.14.1
|
Release files / pybanquo-0.1.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
| Download URL | pybanquo-0.1.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl |
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| Size | 505.4 kB |
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maturin/1.14.1
|
Release files / pybanquo-0.1.1-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.whl
| Download URL | pybanquo-0.1.1-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.whl |
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| Size | 559.3 kB |
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SHA-256 checksum How to use checksums |
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maturin/1.14.1
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Release files / pybanquo-0.1.1-cp311-cp311-macosx_11_0_arm64.whl
| Download URL | pybanquo-0.1.1-cp311-cp311-macosx_11_0_arm64.whl |
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| Size | 455.0 kB |
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maturin/1.14.1
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Release files / pybanquo-0.1.1-cp311-cp311-macosx_10_12_x86_64.whl
| Download URL | pybanquo-0.1.1-cp311-cp311-macosx_10_12_x86_64.whl |
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SHA-256 checksum How to use checksums |
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maturin/1.14.1
|
Release files / pybanquo-0.1.1-cp310-cp310-win_amd64.whl
| Download URL | pybanquo-0.1.1-cp310-cp310-win_amd64.whl |
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| Size | 329.0 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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maturin/1.14.1
|
Release files / pybanquo-0.1.1-cp310-cp310-musllinux_1_2_x86_64.whl
| Download URL | pybanquo-0.1.1-cp310-cp310-musllinux_1_2_x86_64.whl |
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| Size | 728.1 kB |
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SHA-256 checksum How to use checksums |
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maturin/1.14.1
|
Release files / pybanquo-0.1.1-cp310-cp310-musllinux_1_2_i686.whl
| Download URL | pybanquo-0.1.1-cp310-cp310-musllinux_1_2_i686.whl |
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| Size | 769.0 kB |
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Release files / pybanquo-0.1.1-cp310-cp310-musllinux_1_2_aarch64.whl
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Release files / pybanquo-0.1.1-cp39-cp39-musllinux_1_2_x86_64.whl
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Release files / pybanquo-0.1.1-cp39-cp39-musllinux_1_2_i686.whl
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Release files / pybanquo-0.1.1-cp39-cp39-musllinux_1_2_armv7l.whl
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Release files / pybanquo-0.1.1-cp39-cp39-musllinux_1_2_aarch64.whl
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Release files / pybanquo-0.1.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
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Release files / pybanquo-0.1.1-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl
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Release files / pybanquo-0.1.1-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
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maturin/1.14.1
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Release files / pybanquo-0.1.1-cp39-cp39-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
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maturin/1.14.1
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Release files / pybanquo-0.1.1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
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Release files / pybanquo-0.1.1-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.whl
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Security for pybanquo 0.1.1
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