A high performance MIDI file parser with comprehensible interface.

Project description

symusic

Symusic("Sybolic Music") is a cross platform note level midi decoding libaray with lightening speed, which is over 100 times faster than mido, the main midi parsing library in python.

The libaray is written in cpp and based on minimidi. It offers a python binding using pybind11.

Features

You can just read a midi file like score = symusic.Score("path to midi")
The time unit of the parsed data is the quarter note.
The tempo attribute in the tempo event represents quarter per minute (qpm)
We offer some batch operation functions for both Score and Track class:
- shift_pitch(offset: int)
- shift_velocity(offset: int)
- shift_time(offset: float)
- sort()
You can operate each note just like you did before in python (like PrettyMidi)
There are interfaces for generating pianoroll with any quantizations using Eigen in cpp:
- Track.frame_pianoroll(quantization: int = 16)
- Track.onset_pianoroll(quantization: int = 16)

TODO

Notice that this libaray is under development:

Writing back to midi files is currently not supported
Not all features in midi are suppored, like lyrics and pitchbend

Installation

Use pre-compiled version

pip install symusic

Build from source

Make sure that your system has cmake and c++ compilers

git clone https://github.com/Yikai-Liao/symusic --recursive
pip install ./symusic

Project details

Release history Release notifications | RSS feed

0.4.8

May 30, 2024

0.4.7

Apr 29, 2024

0.4.6

Apr 26, 2024

0.4.5

Apr 12, 2024

0.4.4

Mar 30, 2024

0.4.3

Mar 27, 2024

0.4.2

Feb 21, 2024

0.4.1

Feb 21, 2024

0.4.0

Feb 21, 2024

0.3.5

Feb 2, 2024

0.3.4

Jan 29, 2024

0.3.3

Jan 22, 2024

0.3.2

Jan 17, 2024

0.3.1

Jan 12, 2024

0.3.0

Jan 8, 2024

0.2.5

Jan 4, 2024

0.2.4

Dec 28, 2023

0.2.3

Dec 25, 2023

0.2.2

Dec 22, 2023

0.2.1

Dec 15, 2023

0.2.0

Dec 11, 2023

0.1.7

Dec 11, 2023

0.1.6

Dec 10, 2023

0.1.5

Dec 9, 2023

0.1.4

Dec 7, 2023

0.1.3

Dec 6, 2023

0.1.2

Dec 5, 2023

0.1.1

Dec 2, 2023

0.1.0

Dec 2, 2023

This version

0.0.6

Nov 26, 2023

0.0.5

Oct 3, 2023

0.0.4

Sep 30, 2023

0.0.2

Sep 28, 2023

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MD5	`b490fdd9519e43f4eee5bf5e4a2adda9`
BLAKE2b-256	`db047203147276ae15a874b1b10e1f2852d771770d08dba818eb5b2b209532a2`

Hashes for symusic-0.0.6-pp37-pypy37_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Hashes for symusic-0.0.6-pp37-pypy37_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm	Hash digest
SHA256	`1110c703802fbb2c7985a76ffeff6653f300a435a1debb9a79b928b3584cd18c`
MD5	`95030098b545bc23d26f2493e32d9825`
BLAKE2b-256	`5eb512108e3bb40bbca4895af700d94076ed9acd05d77971358523d52372b697`

Hashes for symusic-0.0.6-pp37-pypy37_pp73-manylinux_2_17_i686.manylinux2014_i686.whl

Hashes for symusic-0.0.6-pp37-pypy37_pp73-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm	Hash digest
SHA256	`2de7c103087fbe11f3b92a3fdf2f9cc7b695099c2d95bb9aee73494a380d0c01`
MD5	`9e38d3f8383d9de7388202dee491d004`
BLAKE2b-256	`1f2123e4c13ba1689cbf16d07464720590344ea7ff41f102e34c32414e4de000`

Hashes for symusic-0.0.6-pp37-pypy37_pp73-macosx_10_9_x86_64.whl

Hashes for symusic-0.0.6-pp37-pypy37_pp73-macosx_10_9_x86_64.whl
Algorithm	Hash digest
SHA256	`a6a592b827e36c4fb672aaf395699e756b396ade7af56e2b12a53839611159e9`
MD5	`92dadc8437fe8f2b5bc735867e38d509`
BLAKE2b-256	`79e24a5aea2de00609ab40310dd7bb44c5d0f53202d94da63c2d09244e6df382`

Hashes for symusic-0.0.6-cp312-cp312-win_amd64.whl

Hashes for symusic-0.0.6-cp312-cp312-win_amd64.whl
Algorithm	Hash digest
SHA256	`65920604d857dd4bab3d6249a453bada829c961e4772d68511a7021b8411ef63`
MD5	`be034a2cd92e4f91c7f8569b4186cf4b`
BLAKE2b-256	`b079e09b25d0b60503c110c543b5fe3ea03db69c46e11462473b56d54064059d`

Hashes for symusic-0.0.6-cp312-cp312-win32.whl

Hashes for symusic-0.0.6-cp312-cp312-win32.whl
Algorithm	Hash digest
SHA256	`095c2e5afa2c4294d4a415055d1890fb6f7466d6f37de16bde5c26c7d7091b13`
MD5	`a8c081e3253b1c8bdd71b97eb3a71554`
BLAKE2b-256	`be98b620c91576801b422543bb78a286667aeb5893c0970edbeb427f37da8072`

Hashes for symusic-0.0.6-cp312-cp312-musllinux_1_1_x86_64.whl

Hashes for symusic-0.0.6-cp312-cp312-musllinux_1_1_x86_64.whl
Algorithm	Hash digest
SHA256	`c4a90a3c1eef24461c04f6db961aadc9017af1431e368ea3d229e95ccae39cf6`
MD5	`dd54a66775fefb00dfb4841f4e5941af`
BLAKE2b-256	`78d28d59f92cb8d1d8c94c01e3dba4564f98458c3590257a9f5f1f5b48e215e5`

Hashes for symusic-0.0.6-cp312-cp312-musllinux_1_1_i686.whl

Hashes for symusic-0.0.6-cp312-cp312-musllinux_1_1_i686.whl
Algorithm	Hash digest
SHA256	`819b7f57d72655b430a9f99c2c916d02980b398d30fc4f3dc67a3d17185a404b`
MD5	`5b74900232e5796e62a2166a718a543d`
BLAKE2b-256	`2445db57402ee690fec3f1ba0d681727b513e8a2e346bb58204c17175bd8a262`

Hashes for symusic-0.0.6-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Hashes for symusic-0.0.6-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm	Hash digest
SHA256	`805dddfc7a10d6caedbcd53bf83d25786ad2a00bc304d8ffdc9df8e57d8e6b28`
MD5	`c7f91c30d4f26f6432e8b8937cfdde9b`
BLAKE2b-256	`7970ff4aa0c182d366b92544a8c85b58cd2c8f98a453210695534f91d8c68e41`

Hashes for symusic-0.0.6-cp312-cp312-manylinux_2_17_i686.manylinux2014_i686.whl

Hashes for symusic-0.0.6-cp312-cp312-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm	Hash digest
SHA256	`bd6ed7150c85b50f2cbbb60d8dddd7b3a7ee950377a051d3aeea8afb6a442a4f`
MD5	`a561f3f15a69e0d368823cb0d24a86a9`
BLAKE2b-256	`8d43cc2629e848328caa7cde7b21823c3c7a47a8c98ecf286ce2f781333ce887`

Hashes for symusic-0.0.6-cp312-cp312-macosx_11_0_arm64.whl

Hashes for symusic-0.0.6-cp312-cp312-macosx_11_0_arm64.whl
Algorithm	Hash digest
SHA256	`255f776b45d81df42a0b1a32cdda1fa1bfd331082047e3347b6e224feaf781f3`
MD5	`61b0cf9421d16dedb48f30c630e44451`
BLAKE2b-256	`46cf9909a8381ab4c9a9bed0e89496399f098f18a50bb92e74e877249458d198`

Hashes for symusic-0.0.6-cp312-cp312-macosx_10_9_x86_64.whl

Hashes for symusic-0.0.6-cp312-cp312-macosx_10_9_x86_64.whl
Algorithm	Hash digest
SHA256	`878719b7e389610a5070644188f22996fb13733983c46a502f6dab069758179e`
MD5	`a764ac59afa0d85cf6d1044ed35f2ba9`
BLAKE2b-256	`fc9d6441d48419ca1fb188c088c58470c2e109f7929f30bd66220de830f33be2`

Hashes for symusic-0.0.6-cp311-cp311-win_amd64.whl

Hashes for symusic-0.0.6-cp311-cp311-win_amd64.whl
Algorithm	Hash digest
SHA256	`65539805c1e4d94867a75c0ce93745ad404d9f8038cb7dd8775e02a292511ed1`
MD5	`1d1a0a20b403bc0fe2cbfb320c371087`
BLAKE2b-256	`5b402ce9b18b871f343d67c853dc007bd9eff4f19a1b87a60ad2de23484d877f`

Hashes for symusic-0.0.6-cp311-cp311-win32.whl

Hashes for symusic-0.0.6-cp311-cp311-win32.whl
Algorithm	Hash digest
SHA256	`aaef861d710426088f82317791c851aa4ec5e19ba6ab5aec7aa74133d4419651`
MD5	`0935f7540b8c5e9194e4dfe41f989ae8`
BLAKE2b-256	`0aec5f2520fd5e90909fc34c97fa5457a9c91ec1132bac03d97048d3d1d1c423`

Hashes for symusic-0.0.6-cp311-cp311-musllinux_1_1_x86_64.whl

Hashes for symusic-0.0.6-cp311-cp311-musllinux_1_1_x86_64.whl
Algorithm	Hash digest
SHA256	`ed5c75839da3ac6d3a22806fe2400171d6efd1c5e01723bf9a0811dc4a26a19c`
MD5	`f1d6c14f537ecc6e16fa3e79cb648344`
BLAKE2b-256	`d29ee7569f8adaed5e19c9f754f1e671169559c5556b5e9bc9b213a8b55b0001`

Hashes for symusic-0.0.6-cp311-cp311-musllinux_1_1_i686.whl

Hashes for symusic-0.0.6-cp311-cp311-musllinux_1_1_i686.whl
Algorithm	Hash digest
SHA256	`f58e8c38b3c9830df59928651eaa95044cc088b4563d446a66fdc59bc77bc553`
MD5	`1ddb1efa2fd23b604f996e141e53621d`
BLAKE2b-256	`910e0297a91c0bbf3148c112b4e318597eb7c6098aa415375ddcbd7da3d1c65e`

Hashes for symusic-0.0.6-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Hashes for symusic-0.0.6-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm	Hash digest
SHA256	`7dc4869ee6ce848a3400bbf5e0b185e9ce63d5cd80690fcd22c6d2ab81a62053`
MD5	`f65c9d3b70245178727bb4b88a21fcae`
BLAKE2b-256	`60e7e1ba4da7399448ca9c6c97fc2d666fa6735d4c4fe7b1ad2c022d1a4592d4`

Hashes for symusic-0.0.6-cp311-cp311-manylinux_2_17_i686.manylinux2014_i686.whl

Hashes for symusic-0.0.6-cp311-cp311-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm	Hash digest
SHA256	`61daa2535f27b275f407c44b9d0b6e1d5668e4f4a301807ec1d518b2cebecbb4`
MD5	`031a78902bf7d27e2a265532b57e806a`
BLAKE2b-256	`afb4154e509ab782863eb853294f2895e5ef2f3329f3e3240f217bbf3580f380`

Hashes for symusic-0.0.6-cp311-cp311-macosx_11_0_arm64.whl

Hashes for symusic-0.0.6-cp311-cp311-macosx_11_0_arm64.whl
Algorithm	Hash digest
SHA256	`9d8dbca3a5c66148c3b6dc50da04f44ecd91236c6d2fc9b5d2dc2e3e7dd799ef`
MD5	`57f0040199a32a2ff3204ccfa9878f3b`
BLAKE2b-256	`4052cc2084db90d55b61a2c238394045731510116875507cc4d90f8c138ffcfb`

Hashes for symusic-0.0.6-cp311-cp311-macosx_10_9_x86_64.whl

Hashes for symusic-0.0.6-cp311-cp311-macosx_10_9_x86_64.whl
Algorithm	Hash digest
SHA256	`9fcbddc3a3a4656f8c80dcea7bb36ea66b863c97813de4ded028ff331e3e84b5`
MD5	`9fc326f5ac6a90f8f61d169bcbe4e81c`
BLAKE2b-256	`df9eee74027769e0358bbccd9dde987a3d672b62813874ef24b0afa0cd0e06d8`

Hashes for symusic-0.0.6-cp310-cp310-win_amd64.whl

Hashes for symusic-0.0.6-cp310-cp310-win_amd64.whl
Algorithm	Hash digest
SHA256	`f10aecbebfc36b4fe4c1800c95a9cb7923c754a6dce49f6e7587a4097c0689ab`
MD5	`3dbe3291ac5b0f7a21d83aa570ea3d09`
BLAKE2b-256	`2343d08c5a15710b6107e2ddd4bae712a338c5875d929eb0e8d93681bb85805a`

Hashes for symusic-0.0.6-cp310-cp310-win32.whl

Hashes for symusic-0.0.6-cp310-cp310-win32.whl
Algorithm	Hash digest
SHA256	`6af2f4e3b285025d99d91a4af44e7e3e00d9af853004c4c4dfffd78235295385`
MD5	`133fe3f279dc31311ae05c8c6d5d5b2f`
BLAKE2b-256	`070d2ef7d1d124962f43417ab3903659b90b24134394f8ae96770d4cab271306`

Hashes for symusic-0.0.6-cp310-cp310-musllinux_1_1_x86_64.whl

Hashes for symusic-0.0.6-cp310-cp310-musllinux_1_1_x86_64.whl
Algorithm	Hash digest
SHA256	`2535a2fa1b7c2bd7f6de365b1f64f75d518d9e169c36bd352f7ce0f570433928`
MD5	`73f1464d1cf18204279c475a00e96099`
BLAKE2b-256	`a2f14fc8aacef6e1122e47ec09fabbcaafd0062b6aef3b053e62ef358e9337d6`

Hashes for symusic-0.0.6-cp310-cp310-musllinux_1_1_i686.whl

Hashes for symusic-0.0.6-cp310-cp310-musllinux_1_1_i686.whl
Algorithm	Hash digest
SHA256	`f169d9dcb833a3de68317ccfddefc4241ced13a397ee5fe58841ae87fd914a8a`
MD5	`2f765ef7f725bd3c219a72948d7944fe`
BLAKE2b-256	`52bcdbaa5c3918510e72e8e29aaf284d94daa2949caa00653316dc1e57b63f86`

Hashes for symusic-0.0.6-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Hashes for symusic-0.0.6-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm	Hash digest
SHA256	`28200511491722e821e5f4b498d3568ce02136cac8b03b5e3a34245050861396`
MD5	`b74409f47e53f1ca189a52835abcef90`
BLAKE2b-256	`cddccb33de49285e5669cc19951020e0a49045cfabf67342f13140e528ce8aa9`

Hashes for symusic-0.0.6-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl

Hashes for symusic-0.0.6-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm	Hash digest
SHA256	`6558143f1fec2d9ba3d7128800c06d619e278c00e706f632d4e26fc805e83b20`
MD5	`89a090d389d0df32316a546605a2ff5e`
BLAKE2b-256	`8cfbb2704bb0a96c26afc7bea20981037ca639060208b2c04cf7a48840869bd9`

Hashes for symusic-0.0.6-cp310-cp310-macosx_11_0_arm64.whl

Hashes for symusic-0.0.6-cp310-cp310-macosx_11_0_arm64.whl
Algorithm	Hash digest
SHA256	`6ac1a1992672da7d0cc03deb5274817a2a43fbd2d9cfe715760248eedf268790`
MD5	`06fcd30f50dcf0a021bda73021ad4a2d`
BLAKE2b-256	`2b00f6468b90abce2482a2143fb61a9d5e24a7db1a330d7ce5849a89497f12e9`

Hashes for symusic-0.0.6-cp310-cp310-macosx_10_9_x86_64.whl

Hashes for symusic-0.0.6-cp310-cp310-macosx_10_9_x86_64.whl
Algorithm	Hash digest
SHA256	`151d700ac74a587e7219af398ef47937dd2e47d3b4e0e114fd9ff9810af13b3f`
MD5	`34a19e5d7c3f054134a935f4a7d7008c`
BLAKE2b-256	`d2fb64e6030e5efc500dcd7fd196a884bb87e428a2d7fa53599d0c12bb122a69`

Hashes for symusic-0.0.6-cp39-cp39-win_amd64.whl

Hashes for symusic-0.0.6-cp39-cp39-win_amd64.whl
Algorithm	Hash digest
SHA256	`37c3126e6b00f21ee9df59fb225e41f2238a7c1b041ad4bd1b56f5188fc24dbf`
MD5	`4bd4b739f2841fa6cb0e3eeaa331973c`
BLAKE2b-256	`cedb8e91306d95ec9e14e58eafafdf97faba8abc9194e9d09ed3a834ec894c2c`

Hashes for symusic-0.0.6-cp39-cp39-win32.whl

Hashes for symusic-0.0.6-cp39-cp39-win32.whl
Algorithm	Hash digest
SHA256	`5bc3b04e99acb2a2f723e51865e746363477dc916a186328f492c7d17d54b9ab`
MD5	`5836483f6bae17431987f64305db58e5`
BLAKE2b-256	`c207a3460257b1ee3748a7c6fccff258f7198fd77c01234bad09736f5d485768`

Hashes for symusic-0.0.6-cp39-cp39-musllinux_1_1_x86_64.whl

Hashes for symusic-0.0.6-cp39-cp39-musllinux_1_1_x86_64.whl
Algorithm	Hash digest
SHA256	`00de05e533684135af45dbc9ec771ab21f615b4446e1d1f23e45f55e316f8dcb`
MD5	`803e68175e240764ddb4748aa92c6f8b`
BLAKE2b-256	`761b491912343727c740ac4ac1e05e703f711bee88ced1331c8c56d0f7c47a14`

Hashes for symusic-0.0.6-cp39-cp39-musllinux_1_1_i686.whl

Hashes for symusic-0.0.6-cp39-cp39-musllinux_1_1_i686.whl
Algorithm	Hash digest
SHA256	`828dfae7ccb802730d00d964b816ae807978589ae9b27c6de39c7a1d333660e2`
MD5	`cade7f8a5c7a7c9f9338af10cc69e231`
BLAKE2b-256	`e4c206b80e081a7c5e44bcf4572c3b790c4a87be1466cd5226bc5b78524fd2ac`

Hashes for symusic-0.0.6-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Hashes for symusic-0.0.6-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm	Hash digest
SHA256	`0ab614fc3dd7a1dee097bd2f496e0e8c08b086dd792fcc3eb1cc06af9c2c60c2`
MD5	`809a6f6558d93c72aeec193dbd79d30b`
BLAKE2b-256	`33c4fed9f959bb3a4fad08d6ab8b12d3fb9141bdf98a021350aa1740c67fcff7`

Hashes for symusic-0.0.6-cp39-cp39-manylinux_2_17_i686.manylinux2014_i686.whl

Hashes for symusic-0.0.6-cp39-cp39-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm	Hash digest
SHA256	`0be462766e9edfd08bdd8d1a02a20d2cf50d70fb486e5e626c3e40c8f999e1e4`
MD5	`bbf4a3d6c46aff39249660184fb63a3a`
BLAKE2b-256	`3e09a9354462c71fec7f54023ada5c06c88d8a80cc42636ad0be66a21790bfec`

Hashes for symusic-0.0.6-cp39-cp39-macosx_11_0_arm64.whl

Hashes for symusic-0.0.6-cp39-cp39-macosx_11_0_arm64.whl
Algorithm	Hash digest
SHA256	`d300d9e47386ec5543e8be871bc13f28b37a7fddc7c1507106297c2e7b54de8d`
MD5	`f09f20ec4469c4142ad9ec5a1467433a`
BLAKE2b-256	`e6d67358e9b02d31fe769a8e69fd495c5ce7fd5942b55b277677985bed08a765`

Hashes for symusic-0.0.6-cp39-cp39-macosx_10_9_x86_64.whl

Hashes for symusic-0.0.6-cp39-cp39-macosx_10_9_x86_64.whl
Algorithm	Hash digest
SHA256	`f0add804b8af9ef3029d7f603fb11af0f407d44306070c11aa5c0f2679a1e392`
MD5	`b1771da5b7326fd2971360430c8db518`
BLAKE2b-256	`683920dffd40badee07d280896d1c163fb0b1d578e3c4939c522e425232e7101`

Hashes for symusic-0.0.6-cp38-cp38-win_amd64.whl

Hashes for symusic-0.0.6-cp38-cp38-win_amd64.whl
Algorithm	Hash digest
SHA256	`496d59232915749061387e4c961f1c8b5df28aa9e3ed6b862db36bdbe245e76b`
MD5	`176681eb1906ead3cbed4fff4eef0215`
BLAKE2b-256	`dd3ad62d452fe0d7484ef6ff7b14ad57e7ac750a52511d28b0535af47bad9d30`

Hashes for symusic-0.0.6-cp38-cp38-win32.whl

Hashes for symusic-0.0.6-cp38-cp38-win32.whl
Algorithm	Hash digest
SHA256	`379e2794113154ae62d13adb00c29137a6475e08847a5064b870ed2a2bc0c93f`
MD5	`8d7f5b7200e76f9b4873a5ec19fa5fbf`
BLAKE2b-256	`eb073b515913c5ac897db3698343b49cabf99f8023f4f3625922caaec795e51b`

Hashes for symusic-0.0.6-cp38-cp38-musllinux_1_1_x86_64.whl

Hashes for symusic-0.0.6-cp38-cp38-musllinux_1_1_x86_64.whl
Algorithm	Hash digest
SHA256	`a7d9cf3a3165ff3f90a105a7923a8c8893b66ccbb75242b27f4a3b1f7822000a`
MD5	`8a84fd8b45671ea180f7f0a644e4ba54`
BLAKE2b-256	`a09572ec0fcf6d5f863674c1b06dee8658e1d26d3a05b3350bbbd5f5048d4780`

Hashes for symusic-0.0.6-cp38-cp38-musllinux_1_1_i686.whl

Hashes for symusic-0.0.6-cp38-cp38-musllinux_1_1_i686.whl
Algorithm	Hash digest
SHA256	`9c7672c29a9de5d3d30d8e626f8ea9697886cffa19adc35333481f10fad2f81f`
MD5	`a6839bda9c121d515e2fca217e367712`
BLAKE2b-256	`175aafe779a155a3bd70d33c572350048c3861fb877d323af44fe9c8ee0e8b25`

Hashes for symusic-0.0.6-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Hashes for symusic-0.0.6-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm	Hash digest
SHA256	`d2ede79032d3f204ba84c869e78802cea467a21fe0280ddec045f7098a625bcf`
MD5	`e1e4fdc4bdbe0d11fb4f214b99878a91`
BLAKE2b-256	`a03ddfa6d10234cc3b17c95b4a15a95c5c02f14276139ffbbe4d5bb2f0e97178`

Hashes for symusic-0.0.6-cp38-cp38-manylinux_2_17_i686.manylinux2014_i686.whl

Hashes for symusic-0.0.6-cp38-cp38-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm	Hash digest
SHA256	`3a4be566b812118a4712d48bd06888a2b38a456e35a51f4e3bd8855797c98ff5`
MD5	`98e3f51c9f942ab7a4f5ef34957e14f4`
BLAKE2b-256	`a5752bd1f38a8b152b099445d6e32e9d22714220b5eedfd262b51f00937a020c`

Hashes for symusic-0.0.6-cp38-cp38-macosx_11_0_arm64.whl

Hashes for symusic-0.0.6-cp38-cp38-macosx_11_0_arm64.whl
Algorithm	Hash digest
SHA256	`dc29c294af8f7f539b98667284e208086b1765ea6272e5b3ee90ec355705f577`
MD5	`fc594f0934e1f4b53cda532b193dec1f`
BLAKE2b-256	`7dcfc06bf95fbb4b982395889639c8dbe16a8e858a97f4364e4d68c01f92cd4c`

Hashes for symusic-0.0.6-cp38-cp38-macosx_10_9_x86_64.whl

Hashes for symusic-0.0.6-cp38-cp38-macosx_10_9_x86_64.whl
Algorithm	Hash digest
SHA256	`3e36b81681c8c8d78bd5c2ab3c4928db5f33a334c26dd49e959b97180ea86b5b`
MD5	`627dae86c70a410c706c5684eb237f9f`
BLAKE2b-256	`21135cfc5d12f2a3d6b879f4dcc2f791545598dea1f84181ba32e855fb4c8f31`

Hashes for symusic-0.0.6-cp37-cp37m-win_amd64.whl

Hashes for symusic-0.0.6-cp37-cp37m-win_amd64.whl
Algorithm	Hash digest
SHA256	`8814dbee4110f42ba08df068bbbc277fe09a5622e449af421dc3b4dfc353dc91`
MD5	`037ce5d37d60a17b95362319859444a2`
BLAKE2b-256	`f98bf2a66ae9f81b089396365b7f9ac26b4ab140ac228ec9cd44df06833b8c52`

Hashes for symusic-0.0.6-cp37-cp37m-win32.whl

Hashes for symusic-0.0.6-cp37-cp37m-win32.whl
Algorithm	Hash digest
SHA256	`32fc81c504f7adedc4091d6264376d56c770471e1cb2b59fabf6e5d24d97a825`
MD5	`6db8acafdcdef4ca0211a5da943875c3`
BLAKE2b-256	`2a8884ab46b23d5b664c49da6fc39e6a91157ba3618dfd7ed6eb2f5f88cffee9`

Hashes for symusic-0.0.6-cp37-cp37m-musllinux_1_1_x86_64.whl

Hashes for symusic-0.0.6-cp37-cp37m-musllinux_1_1_x86_64.whl
Algorithm	Hash digest
SHA256	`13622bf42b4854ae66da04b19dcc8a33822d5c9b094114b22b4d0629aef85f3f`
MD5	`419ec45d90e4cb5d1d615c7967ff7688`
BLAKE2b-256	`5493cfd56abdf5e697a37623f0e498c0eee7e423a004d38dea8abc8e2cb61d8c`

Hashes for symusic-0.0.6-cp37-cp37m-musllinux_1_1_i686.whl

Hashes for symusic-0.0.6-cp37-cp37m-musllinux_1_1_i686.whl
Algorithm	Hash digest
SHA256	`500569883d362f0c86ed04f0d44b45fb2fdc8ed6175dd3126b3ebdc71f5e9474`
MD5	`79eadd4a9594e5e79212d2c5526279ba`
BLAKE2b-256	`77fa50f052ce49aef48c817cc7df64d8f1aa2acb5b4f2449ed6f1fbe14acd28b`

Hashes for symusic-0.0.6-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Hashes for symusic-0.0.6-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm	Hash digest
SHA256	`de2ea4e6bb4ea9a393a314a89842cf470ec6edd91d317a5f993b0ac2a29388dc`
MD5	`55affbb94cdc062d4e5659c6dda877e7`
BLAKE2b-256	`d20b16731ddf472660307a5bb4ccd3a1bf8a52189a86dcb5d40ca7a62937dab8`

Hashes for symusic-0.0.6-cp37-cp37m-manylinux_2_17_i686.manylinux2014_i686.whl

Hashes for symusic-0.0.6-cp37-cp37m-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm	Hash digest
SHA256	`89fc912d46b42dcf2987c322e05b3230de2d945fb329485f77f16666671205da`
MD5	`ee0561ec05018403e324a16214d8d6ff`
BLAKE2b-256	`52881bcdde630d2fb033149faf60f0b02b5db100c218703f1d7f708f8b52a1d0`

Hashes for symusic-0.0.6-cp37-cp37m-macosx_10_9_x86_64.whl

Hashes for symusic-0.0.6-cp37-cp37m-macosx_10_9_x86_64.whl
Algorithm	Hash digest
SHA256	`fc998c3aaaa7666b1118136fa3925f31178b58ffa43a811595f973912a44f6fa`
MD5	`5a8ccc7fb45d7931f3e0c4b60cb1d122`
BLAKE2b-256	`b4f12573a5e26e06d7fd5a07bf049a2f862fa871a47a11ba45e1e19bf02f0af4`