Skip to main content

No project description provided

Project description

pySpinW is a tool for calculating magnon energies and simulating scattering experiments

Details of its use can be found at www.spinw.org/pyspinw

Example

Here is an example of calculating dispersion curves for simple ferromagnetic chain in python:

from pyspinw import *

# Define the unit cell
unit_cell = UnitCell(1,1,1)

# Specify a magetic atom at (0,0,0), with moment (0,0,1)
x = LatticeSite(0, 0, 0, 0, 0, 1, name="X")

# Create a magnetic structure (this could include a spacegroup, or 
# supercell structure, but we don't do so here)
structure = Structure([x], unit_cell=unit_cell)

# A single exchange between atoms in neighbouring unit cells (in the x direction)
exchanges = [HeisenbergExchange(x, x, cell_offset=(1,0,0), j=-1)]

# Create a Hamiltonian object that holds things together 
hamiltonian = Hamiltonian(structure, exchanges)

# Define a path through q-space for out dispersion curve
path = Path([[0,0,0], [1,0,0]])

# Show the spaghetti plot, with constant energy smearing of 0.4
hamiltonian.spaghetti_plot(path, dE=0.4)

This should produce a plot like this:

New features in the python version

There are a number of features in pySpinW that did not exist in the MATLAB version.

  • A viewer that lets you see magnetic structures and their data simultaneously
  • Parameterisation of hamiltonians
  • Saving of objects (note: we are still in alpha, so expect there to be changes in file format in the near future)
  • Approximation of incommensurate structures
  • Tools for working with spacegroups

Functional parity with SpinW

pySpinW is still in alpha, this means that a small number of features of SpinW are not present or complete in pySpinW and that some features are not considered stable.

Not fully ported:

  • Fitting of incommensurate k-vectors (work in progress)
  • Powder fitting tools (basic powder fitting available, but not all tools are ported yet)

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distributions

No source distribution files available for this release.See tutorial on generating distribution archives.

Built Distributions

If you're not sure about the file name format, learn more about wheel file names.

spinw_python-1.0.0a2-cp314-cp314t-win_amd64.whl (1.4 MB view details)

Uploaded CPython 3.14tWindows x86-64

spinw_python-1.0.0a2-cp314-cp314t-musllinux_1_2_x86_64.whl (1.8 MB view details)

Uploaded CPython 3.14tmusllinux: musl 1.2+ x86-64

spinw_python-1.0.0a2-cp314-cp314t-manylinux_2_28_x86_64.whl (1.7 MB view details)

Uploaded CPython 3.14tmanylinux: glibc 2.28+ x86-64

spinw_python-1.0.0a2-cp314-cp314t-macosx_11_0_arm64.whl (1.1 MB view details)

Uploaded CPython 3.14tmacOS 11.0+ ARM64

spinw_python-1.0.0a2-cp314-cp314t-macosx_10_15_x86_64.whl (1.5 MB view details)

Uploaded CPython 3.14tmacOS 10.15+ x86-64

spinw_python-1.0.0a2-cp314-cp314-win_amd64.whl (1.4 MB view details)

Uploaded CPython 3.14Windows x86-64

spinw_python-1.0.0a2-cp314-cp314-musllinux_1_2_x86_64.whl (1.8 MB view details)

Uploaded CPython 3.14musllinux: musl 1.2+ x86-64

spinw_python-1.0.0a2-cp314-cp314-manylinux_2_28_x86_64.whl (1.7 MB view details)

Uploaded CPython 3.14manylinux: glibc 2.28+ x86-64

spinw_python-1.0.0a2-cp314-cp314-macosx_11_0_arm64.whl (1.1 MB view details)

Uploaded CPython 3.14macOS 11.0+ ARM64

spinw_python-1.0.0a2-cp314-cp314-macosx_10_15_x86_64.whl (1.5 MB view details)

Uploaded CPython 3.14macOS 10.15+ x86-64

spinw_python-1.0.0a2-cp313-cp313-win_amd64.whl (1.4 MB view details)

Uploaded CPython 3.13Windows x86-64

spinw_python-1.0.0a2-cp313-cp313-musllinux_1_2_x86_64.whl (1.8 MB view details)

Uploaded CPython 3.13musllinux: musl 1.2+ x86-64

spinw_python-1.0.0a2-cp313-cp313-manylinux_2_28_x86_64.whl (1.7 MB view details)

Uploaded CPython 3.13manylinux: glibc 2.28+ x86-64

spinw_python-1.0.0a2-cp313-cp313-macosx_11_0_arm64.whl (1.1 MB view details)

Uploaded CPython 3.13macOS 11.0+ ARM64

spinw_python-1.0.0a2-cp313-cp313-macosx_10_13_x86_64.whl (1.5 MB view details)

Uploaded CPython 3.13macOS 10.13+ x86-64

spinw_python-1.0.0a2-cp312-cp312-win_amd64.whl (1.4 MB view details)

Uploaded CPython 3.12Windows x86-64

spinw_python-1.0.0a2-cp312-cp312-musllinux_1_2_x86_64.whl (1.8 MB view details)

Uploaded CPython 3.12musllinux: musl 1.2+ x86-64

spinw_python-1.0.0a2-cp312-cp312-manylinux_2_28_x86_64.whl (1.7 MB view details)

Uploaded CPython 3.12manylinux: glibc 2.28+ x86-64

spinw_python-1.0.0a2-cp312-cp312-macosx_11_0_arm64.whl (1.1 MB view details)

Uploaded CPython 3.12macOS 11.0+ ARM64

spinw_python-1.0.0a2-cp312-cp312-macosx_10_13_x86_64.whl (1.5 MB view details)

Uploaded CPython 3.12macOS 10.13+ x86-64

spinw_python-1.0.0a2-cp311-cp311-win_amd64.whl (1.4 MB view details)

Uploaded CPython 3.11Windows x86-64

spinw_python-1.0.0a2-cp311-cp311-musllinux_1_2_x86_64.whl (1.8 MB view details)

Uploaded CPython 3.11musllinux: musl 1.2+ x86-64

spinw_python-1.0.0a2-cp311-cp311-manylinux_2_28_x86_64.whl (1.7 MB view details)

Uploaded CPython 3.11manylinux: glibc 2.28+ x86-64

spinw_python-1.0.0a2-cp311-cp311-macosx_11_0_arm64.whl (1.1 MB view details)

Uploaded CPython 3.11macOS 11.0+ ARM64

spinw_python-1.0.0a2-cp311-cp311-macosx_10_12_x86_64.whl (1.5 MB view details)

Uploaded CPython 3.11macOS 10.12+ x86-64

spinw_python-1.0.0a2-cp310-cp310-win_amd64.whl (1.4 MB view details)

Uploaded CPython 3.10Windows x86-64

spinw_python-1.0.0a2-cp310-cp310-musllinux_1_2_x86_64.whl (1.8 MB view details)

Uploaded CPython 3.10musllinux: musl 1.2+ x86-64

spinw_python-1.0.0a2-cp310-cp310-manylinux_2_28_x86_64.whl (1.7 MB view details)

Uploaded CPython 3.10manylinux: glibc 2.28+ x86-64

spinw_python-1.0.0a2-cp310-cp310-macosx_11_0_arm64.whl (1.1 MB view details)

Uploaded CPython 3.10macOS 11.0+ ARM64

spinw_python-1.0.0a2-cp310-cp310-macosx_10_12_x86_64.whl (1.5 MB view details)

Uploaded CPython 3.10macOS 10.12+ x86-64

File details

Details for the file spinw_python-1.0.0a2-cp314-cp314t-win_amd64.whl.

File metadata

File hashes

Hashes for spinw_python-1.0.0a2-cp314-cp314t-win_amd64.whl
Algorithm Hash digest
SHA256 12f3cfcbcaaca3bf6763fe25868b7aab41740deb2862f695659ce46e6ff09e3a
MD5 8c9b5bdea8dd1ddddecac8c4ad1ed514
BLAKE2b-256 a194585446f51308a5751d1a06ac97fa811c0bab22a6736f0e828a9b809a39ce

See more details on using hashes here.

File details

Details for the file spinw_python-1.0.0a2-cp314-cp314t-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for spinw_python-1.0.0a2-cp314-cp314t-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 01da432cd53f770b87310f9a63f3f458ce58ac5196be326957e62d245f5589fd
MD5 50c9feae74b2d7090d526f6696cd0585
BLAKE2b-256 6366cd3c55a78a6399d77bfc75dd68432c15915824e9faaf01e3dc2c55789d8a

See more details on using hashes here.

File details

Details for the file spinw_python-1.0.0a2-cp314-cp314t-manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for spinw_python-1.0.0a2-cp314-cp314t-manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 3d214d97d9e8af564a4a9db6406e95e0d9860960685489bb9a54e5de643ea184
MD5 5bdc74785d89667cead75b5de266fb7b
BLAKE2b-256 7a733631895a13f5d0b732bfb1f80217abc743c58c9d39dd4d46c02b2f8c7151

See more details on using hashes here.

File details

Details for the file spinw_python-1.0.0a2-cp314-cp314t-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for spinw_python-1.0.0a2-cp314-cp314t-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 93ea9272d28ef45cdda2d715f3ee4a5c1883944c78653ab0f6ab7c98a6fd5fd8
MD5 e1e321ff67e180ff027ceb87ad874c24
BLAKE2b-256 cf0342f5b7f2b81316ec26b520b69e0bd9f1c43fa93d96dca06550c0856f9fb2

See more details on using hashes here.

File details

Details for the file spinw_python-1.0.0a2-cp314-cp314t-macosx_10_15_x86_64.whl.

File metadata

File hashes

Hashes for spinw_python-1.0.0a2-cp314-cp314t-macosx_10_15_x86_64.whl
Algorithm Hash digest
SHA256 ef26e5a01be96707336e4f88ed500d9959cb91a054a96de634d9ce8bf8f05d95
MD5 af94cb8f52be3cd42827aa2955b3eb5d
BLAKE2b-256 d9fee48cbf11d1e00ef9f7d2681b82ce72f1cb6d391f076c34a4696f8cc9ba14

See more details on using hashes here.

File details

Details for the file spinw_python-1.0.0a2-cp314-cp314-win_amd64.whl.

File metadata

File hashes

Hashes for spinw_python-1.0.0a2-cp314-cp314-win_amd64.whl
Algorithm Hash digest
SHA256 3b228a8104636c01350a56fb9be309f7ce6ff9f6783e8b1062fe740e05724150
MD5 b5a94fb9ad06d6e1853e21ed83ffa226
BLAKE2b-256 795ff65a11e6fe3938aeba8bf7e9a0fcd8036c2ec96af57237c21bfc65c91d1d

See more details on using hashes here.

File details

Details for the file spinw_python-1.0.0a2-cp314-cp314-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for spinw_python-1.0.0a2-cp314-cp314-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 7b7f9b7f15f1ceafb51faa1ec62c66b6503f314e45c7b805f05014859c4a4060
MD5 4498cbcd9bdb04a61c32f53d1078782e
BLAKE2b-256 161ce136707f4dc8f9c61371220e1f470bfdee2f12fc687471b36fd15aa98204

See more details on using hashes here.

File details

Details for the file spinw_python-1.0.0a2-cp314-cp314-manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for spinw_python-1.0.0a2-cp314-cp314-manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 dec2869533472ee7417b3c5bde9935a99f7531cd11689c79ab683898ed24d5e0
MD5 ab27e380ff22eac48c9c1752cf2ab4bb
BLAKE2b-256 49f838e9c39843720b26f58e4e71fbe123e8396fe7a8414ff61c1994c1595e48

See more details on using hashes here.

File details

Details for the file spinw_python-1.0.0a2-cp314-cp314-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for spinw_python-1.0.0a2-cp314-cp314-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 48235861613b6873787e8fb6d400c5e37883718bd0e350a2129864464bb99562
MD5 b707332e319192520c9e8daa2bb6cec2
BLAKE2b-256 5898c4ed9e1e60e321cf09cebf5a26f91543754dfd7eaad3e2c9e9b5aba14e72

See more details on using hashes here.

File details

Details for the file spinw_python-1.0.0a2-cp314-cp314-macosx_10_15_x86_64.whl.

File metadata

File hashes

Hashes for spinw_python-1.0.0a2-cp314-cp314-macosx_10_15_x86_64.whl
Algorithm Hash digest
SHA256 8c2f947130a24e20ee7430c58a1753bc0d9847f33a8548e1ebe346c4169b357e
MD5 d37053c62adff6fb965ba54bc8175f01
BLAKE2b-256 2d3ab089796ee5199aba86fb52ec8b27b47f4f37ed2568364ee469a34a9a2e92

See more details on using hashes here.

File details

Details for the file spinw_python-1.0.0a2-cp313-cp313-win_amd64.whl.

File metadata

File hashes

Hashes for spinw_python-1.0.0a2-cp313-cp313-win_amd64.whl
Algorithm Hash digest
SHA256 fad62959e095efcf47fc7b37e26ebba6586073baf0c1679bb83a5bd01dba7700
MD5 9a719ae1e4e8eed135428bcddb75e80b
BLAKE2b-256 95543e82c17a61d2ad5f6ce40b55765d785d7e42f5acd09a24d1e50a401f9ab9

See more details on using hashes here.

File details

Details for the file spinw_python-1.0.0a2-cp313-cp313-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for spinw_python-1.0.0a2-cp313-cp313-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 f94bc50438cc62ac9d55977e56a2e4fb140686d3e773cd10d3fe7be4a46b0db2
MD5 b94fe9f5d62c9aab396b1537d38e8c53
BLAKE2b-256 90a994967cbe0286526811119deffd3a8479bf010eed5b3e8428ba50ad5ddb95

See more details on using hashes here.

File details

Details for the file spinw_python-1.0.0a2-cp313-cp313-manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for spinw_python-1.0.0a2-cp313-cp313-manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 f438e81bf40c42fc4ef2d82d71558a0b3e6fcad98e7a4eb55da3b2fd6ad1ddcd
MD5 6094488b74a246362c21079581a680ac
BLAKE2b-256 64d8c841d73c5bb48eb3ba5a0142cf538b14815f82da7012e12e561d56601395

See more details on using hashes here.

File details

Details for the file spinw_python-1.0.0a2-cp313-cp313-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for spinw_python-1.0.0a2-cp313-cp313-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 53d37ce8de2859006cfef5f7a2539c400fed6887a0b9ad2a6a7ce3af53ce1396
MD5 3c5c3d0bfba203663504ae8c716a01fd
BLAKE2b-256 43da820b5dd99e20f23fd20b2fa12e26b250ee6ebcf1a88ad58fc481f679e8a2

See more details on using hashes here.

File details

Details for the file spinw_python-1.0.0a2-cp313-cp313-macosx_10_13_x86_64.whl.

File metadata

File hashes

Hashes for spinw_python-1.0.0a2-cp313-cp313-macosx_10_13_x86_64.whl
Algorithm Hash digest
SHA256 e49e04d4c4227b22b92532d7893557363fb88a13f1e50d8ccbe0875ae52b2800
MD5 2366efb2c011d4d3c895881ac152e5b0
BLAKE2b-256 8c2d9549a1393365c94f2e241ee52227fdf2a5054e41f475a79695e524c0e43a

See more details on using hashes here.

File details

Details for the file spinw_python-1.0.0a2-cp312-cp312-win_amd64.whl.

File metadata

File hashes

Hashes for spinw_python-1.0.0a2-cp312-cp312-win_amd64.whl
Algorithm Hash digest
SHA256 ccacfe22975949b75ff8bcefabf6a99e417dc99b511885ecdf6e5cdb6df70e5f
MD5 12c689d943922bc9e57d3b1b61ab7317
BLAKE2b-256 94027e080f965ebeeb783715c576fd0e195f4565c4edb3c1cb0b4e6259dfb9b8

See more details on using hashes here.

File details

Details for the file spinw_python-1.0.0a2-cp312-cp312-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for spinw_python-1.0.0a2-cp312-cp312-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 79050a9d5ca5f088b8970d2f4971ce788d07696ce108c04e64d16155a4c4f323
MD5 34fcf9d99234ee1a1bf503d13a5d5613
BLAKE2b-256 4ce3480f2af134976f16276999a2de35bdb41b5b4cfd269716d5a61be9762517

See more details on using hashes here.

File details

Details for the file spinw_python-1.0.0a2-cp312-cp312-manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for spinw_python-1.0.0a2-cp312-cp312-manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 5d0e98176ccfc3fcf418f825d02134499942d1fa32d29bd9b9645b4f0e391f0b
MD5 b16f3b214b4a28ce950ad348d716b736
BLAKE2b-256 02245d03550a6630a7a60798c17de258410c5dc7f6a3a8a92e641c720a13c187

See more details on using hashes here.

File details

Details for the file spinw_python-1.0.0a2-cp312-cp312-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for spinw_python-1.0.0a2-cp312-cp312-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 2f60b69397c9f5a83fa7dd90c19365b354210e8a8e20358501eccfff9f4f757f
MD5 14be66900d8fbe07c24c602e37d19de4
BLAKE2b-256 a3e7cc8472ae555666b9c075265e61ae82f97da7c98e627804f6da7301d120f7

See more details on using hashes here.

File details

Details for the file spinw_python-1.0.0a2-cp312-cp312-macosx_10_13_x86_64.whl.

File metadata

File hashes

Hashes for spinw_python-1.0.0a2-cp312-cp312-macosx_10_13_x86_64.whl
Algorithm Hash digest
SHA256 7941c94962c5f8ad7cb2915c2f81cf9a0cafb8c4275a0d1d3c69bfcb874e35e4
MD5 ebe431fe5df7019cbd872833ce45fb5e
BLAKE2b-256 4b04857488063dde9510fd0112cc6ee74a74d04bd0f8ea455827b3353a961b8d

See more details on using hashes here.

File details

Details for the file spinw_python-1.0.0a2-cp311-cp311-win_amd64.whl.

File metadata

File hashes

Hashes for spinw_python-1.0.0a2-cp311-cp311-win_amd64.whl
Algorithm Hash digest
SHA256 3d99ae209d6de3855515b9049635e5eb968c5dd301ae7881dd40fea99954db57
MD5 8b8ae7e8bbebb5f9b3018f07b563b17d
BLAKE2b-256 81f8bc947c1da30ea9ff62ab616d9094c998e88eb67728fee0cfb478d1b390ba

See more details on using hashes here.

File details

Details for the file spinw_python-1.0.0a2-cp311-cp311-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for spinw_python-1.0.0a2-cp311-cp311-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 d715db39f449eca2a6614184fc6aa3e5b5c496a09ce4bcb32d8c400203136f4b
MD5 dc5de0f5cfd2b12415376e6579982ec9
BLAKE2b-256 f224edc4b0722458772ef3dc0cd4f3054d23a5f681fdc7a1cbfc4a4f6bd45e3d

See more details on using hashes here.

File details

Details for the file spinw_python-1.0.0a2-cp311-cp311-manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for spinw_python-1.0.0a2-cp311-cp311-manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 b874e9a27c0d800387dd85bf6af7eaf1d777bda79d16fa1944f605dc97623408
MD5 12c78d53ae68db34355fe2f348f8eab5
BLAKE2b-256 585c50e23579bd27df47f18744ba72991facfa0dfbb77be05c25bab0fbc63ae4

See more details on using hashes here.

File details

Details for the file spinw_python-1.0.0a2-cp311-cp311-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for spinw_python-1.0.0a2-cp311-cp311-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 3437bd0338963d67d58b6d5f14eb602e6d7ad840ef0ccd2edad270b623378e6b
MD5 d566c89172ef8e5cf6d79491fd95aa3f
BLAKE2b-256 e6858d951f5292a7f0d682cdb7eb6e58a14a3bbf8a12a7ed68f8eb09e1b8eeb4

See more details on using hashes here.

File details

Details for the file spinw_python-1.0.0a2-cp311-cp311-macosx_10_12_x86_64.whl.

File metadata

File hashes

Hashes for spinw_python-1.0.0a2-cp311-cp311-macosx_10_12_x86_64.whl
Algorithm Hash digest
SHA256 27060b00f5b134618bbc980c0e0c76665b15a3a677ce868f0d10c2505955db0b
MD5 1c039592853e860f86baa36ad1f4e4f2
BLAKE2b-256 9b493aa5333b8dc7764ce34b3b4381d2ef546798d7106fd1abc8c38a6d11b74d

See more details on using hashes here.

File details

Details for the file spinw_python-1.0.0a2-cp310-cp310-win_amd64.whl.

File metadata

File hashes

Hashes for spinw_python-1.0.0a2-cp310-cp310-win_amd64.whl
Algorithm Hash digest
SHA256 00d9c52675baff32bfbf7f1546432393ed8b6bd64fc85d8fff4fc455f3d18830
MD5 2b137907f17792a0aa6a6ea25a3ea309
BLAKE2b-256 e5d6131c534f67760a6a1ea97579fa60533bd60188b7642e12cac33165e6ddef

See more details on using hashes here.

File details

Details for the file spinw_python-1.0.0a2-cp310-cp310-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for spinw_python-1.0.0a2-cp310-cp310-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 ad2e01f400442784a70e7c24870ca85e9fba71e96e832d0c539811445fd6484f
MD5 9f66e15e349d25f4e093717337d4362f
BLAKE2b-256 7d724e92e5c8e7f98ca04163712d8fed2b9e4d957f3d16c896bd0e03c626d337

See more details on using hashes here.

File details

Details for the file spinw_python-1.0.0a2-cp310-cp310-manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for spinw_python-1.0.0a2-cp310-cp310-manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 3ac5c42f601da71b484fb23ea736f21cae286fa535e94d6f0484b5ee667e442b
MD5 3b715eed24643d66b5ad1c8811d2d7cf
BLAKE2b-256 02c0aa6b60696f3db81b63722dc8141e0a36c33217d77bce6e7b2d3e1b191a79

See more details on using hashes here.

File details

Details for the file spinw_python-1.0.0a2-cp310-cp310-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for spinw_python-1.0.0a2-cp310-cp310-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 82273ad3b7dae1bd490c8c01cd28ad4cf7ae40ea68c32ab0add89b9f956fef39
MD5 292b342e4837fe9f6bc5fa8c0f767b5c
BLAKE2b-256 cf72b6d476595610f31cf18df3f1f7ba6cded5511ef3df03824e676524034ea2

See more details on using hashes here.

File details

Details for the file spinw_python-1.0.0a2-cp310-cp310-macosx_10_12_x86_64.whl.

File metadata

File hashes

Hashes for spinw_python-1.0.0a2-cp310-cp310-macosx_10_12_x86_64.whl
Algorithm Hash digest
SHA256 4dc8ec4e784ffcb62953113eca42a60e22c5cf56a02677a40f4864cb0031ca81
MD5 44eb7b08b7d6de59ebed718ed74f361e
BLAKE2b-256 fb83902b2876082cef30489e3b7b854d052465dd89d54056420e9b030689db96

See more details on using hashes here.

Supported by

AWS Cloud computing and Security Sponsor Datadog Monitoring Depot Continuous Integration Fastly CDN Google Download Analytics Pingdom Monitoring Sentry Error logging StatusPage Status page