PyMagba
PyMagba is a high-performance analytical magnetic computation for Python, powered by Rust Magba. Designed for large-scale magnetic computations and real-time processing with seamless integration with NumPy/SciPy.
Features
- ⚡ Adaptive Rust-Native Performance: Automatically routes to serial or multithreaded kernels based on machine-calibrated thresholds, completely bypassing the Python GIL. Smart workload estimators balance parallelization based on geometry complexity.
- 🧲 Comprehensive Analytical Kernels: Compute fields for cuboid, cylinder, sphere, triangle, tetrahedron, mesh, and dipole magnets. Includes current sources like circular, path, triangle, and meshed-sheet currents.
- 🐍 NumPy/SciPy-Native & Flexible APIs: Choose between object-oriented or functional paradigms. Fully supports single or batched observation points, returning standard
ndarrayresults for seamless SciPy/NumPy integration. - 🏗️ Composable 3D Scenes: Build complex magnetic environments using translations, quaternion/SciPy rotations, batched observer collections, and nested hierarchical source groups.
- 📐 Advanced Mesh Geometry & Sensor Modeling: Native support for STL-backed mesh sources and hardware modeling, including linear Hall sensors, threshold switches, and stateful Hall latches.
Quick Start
from pymagba.magnets import *
from pymagba.sensors import *
magnet = CylinderMagnet(
position=[0.0, 0.0, 0.01],
diameter=0.01,
height=0.005,
polarization=[0.0, 0.0, 1.0],
)
sensor = LinearHallSensor(
position=[0.0, 0.0, 0.025],
sensitive_axis=[0.0, 0.0, 1.0],
sensitivity=0.05,
supply_voltage=5.0,
)
b_field = magnet.compute_B([0.0, 0.0, 0.025]) # [[0, 0, 0.01652363]]
voltage = sensor.read_voltage(magnet) # 2.5008261
Installation
To install PyMagba, use your preferred package manager:
pip install pymagba
uv add pymagba
For building from source and advanced installation, please see DEVELOPMENT.md.
Testing
Users should refer to Magba for comprehensive accuracy report. For performance comparison between PyMagba and MagpyLib, please see PERFORMANCE.md.
1 maintainer
Metadata
1 maintainer
Release files for pymagba 0.7.0
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| pymagba-0.7.0.tar.gz | 124.0 kB | Details |
Built distributions (wheels)
Total release size: 30.6 MB
Release files / pymagba-0.7.0.tar.gz
| Download URL | pymagba-0.7.0.tar.gz |
|---|---|
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| Tags | Source |
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Release files / pymagba-0.7.0-pp311-pypy311_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
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Release files / pymagba-0.7.0-cp314-cp314-win32.whl
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|---|---|
| Size | 480.4 kB |
| Tags | CPython 3.14 Windows x86-32 |
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Release files / pymagba-0.7.0-cp314-cp314-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | pymagba-0.7.0-cp314-cp314-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
|---|---|
| Size | 568.1 kB |
| Tags | CPython 3.14 Linux glibc 2.17+ x86-64 |
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uv/0.12.23 {"installer":{"name":"uv","version":"0.12.23","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}
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Release files / pymagba-0.7.0-cp314-cp314-manylinux_2_17_s390x.manylinux2014_s390x.whl
| Download URL | pymagba-0.7.0-cp314-cp314-manylinux_2_17_s390x.manylinux2014_s390x.whl |
|---|---|
| Size | 618.3 kB |
| Tags | CPython 3.14 Linux glibc 2.17+ IBM System/390x |
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uv/0.12.23 {"installer":{"name":"uv","version":"0.12.23","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}
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Release files / pymagba-0.7.0-cp314-cp314-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
| Download URL | pymagba-0.7.0-cp314-cp314-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl |
|---|---|
| Size | 617.6 kB |
| Tags | CPython 3.14 Linux glibc 2.17+ PowerPC 64-le |
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uv/0.12.23 {"installer":{"name":"uv","version":"0.12.23","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}
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Release files / pymagba-0.7.0-cp314-cp314-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
| Download URL | pymagba-0.7.0-cp314-cp314-manylinux_2_17_armv7l.manylinux2014_armv7l.whl |
|---|---|
| Size | 562.9 kB |
| Tags | CPython 3.14 Linux glibc 2.17+ ARMv7l |
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uv/0.12.23 {"installer":{"name":"uv","version":"0.12.23","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}
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Release files / pymagba-0.7.0-cp314-cp314-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
| Download URL | pymagba-0.7.0-cp314-cp314-manylinux_2_17_aarch64.manylinux2014_aarch64.whl |
|---|---|
| Size | 541.4 kB |
| Tags | CPython 3.14 Linux glibc 2.17+ ARM64 |
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uv/0.12.23 {"installer":{"name":"uv","version":"0.12.23","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}
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Release files / pymagba-0.7.0-cp314-cp314-manylinux_2_12_i686.manylinux2010_i686.whl
| Download URL | pymagba-0.7.0-cp314-cp314-manylinux_2_12_i686.manylinux2010_i686.whl |
|---|---|
| Size | 615.8 kB |
| Tags | CPython 3.14 Linux glibc 2.12+ x86-32 |
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uv/0.12.23 {"installer":{"name":"uv","version":"0.12.23","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}
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Release files / pymagba-0.7.0-cp314-cp314-macosx_11_0_arm64.whl
| Download URL | pymagba-0.7.0-cp314-cp314-macosx_11_0_arm64.whl |
|---|---|
| Size | 518.7 kB |
| Tags | CPython 3.14 macOS 11.0+ ARM64 |
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uv/0.12.23 {"installer":{"name":"uv","version":"0.12.23","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}
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Release files / pymagba-0.7.0-cp314-cp314-macosx_10_12_x86_64.whl
| Download URL | pymagba-0.7.0-cp314-cp314-macosx_10_12_x86_64.whl |
|---|---|
| Size | 555.6 kB |
| Tags | CPython 3.14 macOS 10.12+ x86-64 |
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uv/0.12.23 {"installer":{"name":"uv","version":"0.12.23","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}
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Release files / pymagba-0.7.0-cp313-cp313-win_amd64.whl
| Download URL | pymagba-0.7.0-cp313-cp313-win_amd64.whl |
|---|---|
| Size | 521.1 kB |
| Tags | CPython 3.13 Windows x86-64 |
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uv/0.12.23 {"installer":{"name":"uv","version":"0.12.23","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}
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Release files / pymagba-0.7.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | pymagba-0.7.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
|---|---|
| Size | 568.3 kB |
| 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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uv/0.12.23 {"installer":{"name":"uv","version":"0.12.23","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}
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Release files / pymagba-0.7.0-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl
| Download URL | pymagba-0.7.0-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl |
|---|---|
| Size | 618.1 kB |
| Tags | CPython 3.13 Linux glibc 2.17+ IBM System/390x |
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uv/0.12.23 {"installer":{"name":"uv","version":"0.12.23","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}
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Release files / pymagba-0.7.0-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
| Download URL | pymagba-0.7.0-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl |
|---|---|
| Size | 617.7 kB |
| Tags | CPython 3.13 Linux glibc 2.17+ PowerPC 64-le |
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SHA-256 checksum How to use checksums |
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uv/0.12.23 {"installer":{"name":"uv","version":"0.12.23","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}
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Release files / pymagba-0.7.0-cp313-cp313-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
| Download URL | pymagba-0.7.0-cp313-cp313-manylinux_2_17_armv7l.manylinux2014_armv7l.whl |
|---|---|
| Size | 563.2 kB |
| Tags | CPython 3.13 Linux glibc 2.17+ ARMv7l |
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SHA-256 checksum How to use checksums |
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uv/0.12.23 {"installer":{"name":"uv","version":"0.12.23","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}
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Release files / pymagba-0.7.0-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
| Download URL | pymagba-0.7.0-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl |
|---|---|
| Size | 541.7 kB |
| Tags | CPython 3.13 Linux glibc 2.17+ ARM64 |
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SHA-256 checksum How to use checksums |
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uv/0.12.23 {"installer":{"name":"uv","version":"0.12.23","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}
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Release files / pymagba-0.7.0-cp313-cp313-manylinux_2_12_i686.manylinux2010_i686.whl
| Download URL | pymagba-0.7.0-cp313-cp313-manylinux_2_12_i686.manylinux2010_i686.whl |
|---|---|
| Size | 616.3 kB |
| Tags | CPython 3.13 Linux glibc 2.12+ x86-32 |
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SHA-256 checksum How to use checksums |
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uv/0.12.23 {"installer":{"name":"uv","version":"0.12.23","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}
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Release files / pymagba-0.7.0-cp313-cp313-macosx_11_0_arm64.whl
| Download URL | pymagba-0.7.0-cp313-cp313-macosx_11_0_arm64.whl |
|---|---|
| Size | 519.5 kB |
| Tags | CPython 3.13 macOS 11.0+ ARM64 |
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SHA-256 checksum How to use checksums |
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Release files / pymagba-0.7.0-cp313-cp313-macosx_10_12_x86_64.whl
| Download URL | pymagba-0.7.0-cp313-cp313-macosx_10_12_x86_64.whl |
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| Size | 556.4 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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Release files / pymagba-0.7.0-cp312-cp312-win_amd64.whl
| Download URL | pymagba-0.7.0-cp312-cp312-win_amd64.whl |
|---|---|
| Size | 520.9 kB |
| Tags | CPython 3.12 Windows x86-64 |
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SHA-256 checksum How to use checksums |
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Release files / pymagba-0.7.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | pymagba-0.7.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
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| Size | 568.9 kB |
| Tags | CPython 3.12 Linux glibc 2.17+ x86-64 |
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SHA-256 checksum How to use checksums |
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Release files / pymagba-0.7.0-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl
| Download URL | pymagba-0.7.0-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl |
|---|---|
| Size | 618.1 kB |
| Tags | CPython 3.12 Linux glibc 2.17+ IBM System/390x |
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SHA-256 checksum How to use checksums |
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Release files / pymagba-0.7.0-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
| Download URL | pymagba-0.7.0-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl |
|---|---|
| Size | 617.9 kB |
| Tags | CPython 3.12 Linux glibc 2.17+ PowerPC 64-le |
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uv/0.12.23 {"installer":{"name":"uv","version":"0.12.23","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}
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Release files / pymagba-0.7.0-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
| Download URL | pymagba-0.7.0-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl |
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| Size | 563.1 kB |
| Tags | CPython 3.12 Linux glibc 2.17+ ARMv7l |
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uv/0.12.23 {"installer":{"name":"uv","version":"0.12.23","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}
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Release files / pymagba-0.7.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
| Download URL | pymagba-0.7.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl |
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| Size | 541.6 kB |
| Tags | CPython 3.12 Linux glibc 2.17+ ARM64 |
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Release files / pymagba-0.7.0-cp312-cp312-manylinux_2_12_i686.manylinux2010_i686.whl
| Download URL | pymagba-0.7.0-cp312-cp312-manylinux_2_12_i686.manylinux2010_i686.whl |
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| Size | 615.7 kB |
| Tags | CPython 3.12 Linux glibc 2.12+ x86-32 |
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Release files / pymagba-0.7.0-cp312-cp312-macosx_11_0_arm64.whl
| Download URL | pymagba-0.7.0-cp312-cp312-macosx_11_0_arm64.whl |
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| Size | 519.7 kB |
| Tags | CPython 3.12 macOS 11.0+ ARM64 |
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Release files / pymagba-0.7.0-cp312-cp312-macosx_10_12_x86_64.whl
| Download URL | pymagba-0.7.0-cp312-cp312-macosx_10_12_x86_64.whl |
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| Size | 556.1 kB |
| Tags | CPython 3.12 macOS 10.12+ x86-64 |
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Release files / pymagba-0.7.0-cp311-cp311-win_amd64.whl
| Download URL | pymagba-0.7.0-cp311-cp311-win_amd64.whl |
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| Size | 530.6 kB |
| Tags | CPython 3.11 Windows x86-64 |
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Release files / pymagba-0.7.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | pymagba-0.7.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
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| Size | 573.1 kB |
| Tags | CPython 3.11 Linux glibc 2.17+ x86-64 |
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uv/0.12.23 {"installer":{"name":"uv","version":"0.12.23","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}
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Release files / pymagba-0.7.0-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl
| Download URL | pymagba-0.7.0-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl |
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| Size | 617.8 kB |
| Tags | CPython 3.11 Linux glibc 2.17+ IBM System/390x |
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uv/0.12.23 {"installer":{"name":"uv","version":"0.12.23","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}
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Release files / pymagba-0.7.0-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
| Download URL | pymagba-0.7.0-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl |
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| Size | 625.9 kB |
| Tags | CPython 3.11 Linux glibc 2.17+ PowerPC 64-le |
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SHA-256 checksum How to use checksums |
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Release files / pymagba-0.7.0-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
| Download URL | pymagba-0.7.0-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl |
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| Size | 575.2 kB |
| Tags | CPython 3.11 Linux glibc 2.17+ ARMv7l |
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uv/0.12.23 {"installer":{"name":"uv","version":"0.12.23","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}
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Release files / pymagba-0.7.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
| Download URL | pymagba-0.7.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl |
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| Size | 546.8 kB |
| Tags | CPython 3.11 Linux glibc 2.17+ ARM64 |
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Release files / pymagba-0.7.0-cp311-cp311-manylinux_2_12_i686.manylinux2010_i686.whl
| Download URL | pymagba-0.7.0-cp311-cp311-manylinux_2_12_i686.manylinux2010_i686.whl |
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| Size | 628.0 kB |
| Tags | CPython 3.11 Linux glibc 2.12+ x86-32 |
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uv/0.12.23 {"installer":{"name":"uv","version":"0.12.23","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}
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Release files / pymagba-0.7.0-cp311-cp311-macosx_11_0_arm64.whl
| Download URL | pymagba-0.7.0-cp311-cp311-macosx_11_0_arm64.whl |
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| Size | 527.8 kB |
| Tags | CPython 3.11 macOS 11.0+ ARM64 |
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SHA-256 checksum How to use checksums |
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uv/0.12.23 {"installer":{"name":"uv","version":"0.12.23","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}
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Release files / pymagba-0.7.0-cp311-cp311-macosx_10_12_x86_64.whl
| Download URL | pymagba-0.7.0-cp311-cp311-macosx_10_12_x86_64.whl |
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| Size | 545.6 kB |
| Tags | CPython 3.11 macOS 10.12+ x86-64 |
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SHA-256 checksum How to use checksums |
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uv/0.12.23 {"installer":{"name":"uv","version":"0.12.23","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}
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