Python package implemented in Rust to decode MOSS readout data

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Project description

MOSS Decoder

PyPI - Downloads GitHub commit activity (branch)

Python module implemented in Rust for decoding raw data from the MOSS chip (Stitched Monolithic Pixel Sensor prototype).

Installation

$ pip install moss-decoder

Import in python and use for decoding raw data.

import moss_decoder
moss_packets = moss_decoder.decode_event(bytes)

Motivation & Purpose

Decoding in native Python is slow and the MOSS verification team at CERN got to a point where we needed more performance.

Earliest version of a Rust package gave massive improvements as shown in the benchmark below.

Decoding the 10 MB MOSS readout data. Performed on CentOS Stream 9 with Python 3.11

Command	Mean [s]	Min [s]	Max [s]	Relative
`python moss_test/util/decoder_native_python.py`	36.319 ± 0.175	36.057	36.568	228.19 ± 2.70
`python moss_test/util/decoder_rust_package.py`	0.159 ± 0.002	0.157	0.165	1.00

Project details

These details have not been verified by PyPI

Release history Release notifications | RSS feed

1.0.0

Jan 17, 2024

0.9.1

Aug 29, 2023

0.9.0

Aug 29, 2023

0.8.1

Aug 28, 2023

0.8.0

Aug 25, 2023

0.7.2

Aug 2, 2023

0.7.1

Aug 2, 2023

0.7.0

Aug 2, 2023

0.5.3

Aug 1, 2023

0.5.2

Aug 1, 2023

0.5.1

Aug 1, 2023

0.5.0

Jul 30, 2023

0.4.3

Jul 26, 2023

0.4.2

Jul 26, 2023

0.4.1

Jul 26, 2023

0.4.0

Jul 25, 2023

0.3.1

Jul 25, 2023

0.3.0

Jul 25, 2023

This version

0.1.3

Jul 24, 2023

0.1.2

Jul 21, 2023

0.1.1

Jul 21, 2023

0.1.0

Jul 21, 2023

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MD5	`4aab3e5ae626e3a65b6d93234c2f15fb`
BLAKE2b-256	`2e8572154b9d157dac0b5aa92ce873031cb0337a592728e278b93fefdd7d3b01`

Hashes for moss_decoder-0.1.3-pp39-pypy39_pp73-manylinux_2_17_s390x.manylinux2014_s390x.whl

Hashes for moss_decoder-0.1.3-pp39-pypy39_pp73-manylinux_2_17_s390x.manylinux2014_s390x.whl
Algorithm	Hash digest
SHA256	`910ffa8a572196f345388edd0d20d556dacc8bd7c36b0daf4a4742088529bd28`
MD5	`f30cfd7a8a992f80982a0cc20fb57f28`
BLAKE2b-256	`5545fd31f9c8a9edcf1effc10215dd0f4ecac0083bb4732b5ef8285e44646699`

Hashes for moss_decoder-0.1.3-pp39-pypy39_pp73-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl

Hashes for moss_decoder-0.1.3-pp39-pypy39_pp73-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm	Hash digest
SHA256	`eee1897523e5307955428b5ff99b1b8987cea7ec9094c1252b3d1e6132804067`
MD5	`4b8a6d0fc1f1105d6ff60473024eb97e`
BLAKE2b-256	`d1b9669e5a6a16e6340f5e604b2c13d046cb78b48bc5128b07dd03fb4f2de037`

Hashes for moss_decoder-0.1.3-pp39-pypy39_pp73-manylinux_2_17_armv7l.manylinux2014_armv7l.whl

Hashes for moss_decoder-0.1.3-pp39-pypy39_pp73-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm	Hash digest
SHA256	`bdcc0d7fad9e3417d1f3100837de086534613c6f5ca4fe97f173dfefbf5954a0`
MD5	`ae16d2ce0edf8638ab3ff54d75a750b2`
BLAKE2b-256	`18c487dcb8c7f501c4686486d13bb733c664aa940ca6668182e54e9c63b61f32`

Hashes for moss_decoder-0.1.3-pp39-pypy39_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Hashes for moss_decoder-0.1.3-pp39-pypy39_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm	Hash digest
SHA256	`10a6ee2cc14769462a88d3d86d8dbee519e7d419da3784de1f6b56f2fb48eba8`
MD5	`91db4b976770790ca0fca8dc02b58398`
BLAKE2b-256	`fea3062b60a662c72756e6f8562ec910ecccc644059d8f7560fb05b063d1b031`

Hashes for moss_decoder-0.1.3-pp39-pypy39_pp73-manylinux_2_5_i686.manylinux1_i686.whl

Hashes for moss_decoder-0.1.3-pp39-pypy39_pp73-manylinux_2_5_i686.manylinux1_i686.whl
Algorithm	Hash digest
SHA256	`ebb5147b5aca1287538bd7b030f2e26447376b5f33455755939771934bbaba1c`
MD5	`87e44cfca0c907be055552ac14dc9f69`
BLAKE2b-256	`7fb26a4f181dd588bc7874342440a09ac1a4946b9bee7745ffb15baa3ec0c188`

Hashes for moss_decoder-0.1.3-pp38-pypy38_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Hashes for moss_decoder-0.1.3-pp38-pypy38_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm	Hash digest
SHA256	`d35b8be931437bcb33a0d8a470f4817dbd1538f64f02b9e3a8a1e800062c9522`
MD5	`b13fe68feb3413b237cb94de9556ec67`
BLAKE2b-256	`5ea46394f043d3001468037e9b6601e1a3ca95a6c194e83e97d424ee38194530`

Hashes for moss_decoder-0.1.3-pp38-pypy38_pp73-manylinux_2_17_s390x.manylinux2014_s390x.whl

Hashes for moss_decoder-0.1.3-pp38-pypy38_pp73-manylinux_2_17_s390x.manylinux2014_s390x.whl
Algorithm	Hash digest
SHA256	`633267ff5a08cecd24e1f4bc071de730deb00d2a05b63f42220200dcb1bb4084`
MD5	`c69f84c4d0bf227762f98777fa103508`
BLAKE2b-256	`3ab2dc391c5f9d4772e19b92b2f956175fe688a011d22c3b8adc4c7a02f98b42`

Hashes for moss_decoder-0.1.3-pp38-pypy38_pp73-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl

Hashes for moss_decoder-0.1.3-pp38-pypy38_pp73-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm	Hash digest
SHA256	`9acc8cafb5e260a79b516b29b7e01b83d64f6230ce7cedaf424078f16437f9d6`
MD5	`d4b012dd3c3d79c865bedb43457cbf06`
BLAKE2b-256	`e0b879bdb8ae4b81a0e694c8a702db95ab1ff8dd627784c1ada295073a34b580`

Hashes for moss_decoder-0.1.3-pp38-pypy38_pp73-manylinux_2_17_armv7l.manylinux2014_armv7l.whl

Hashes for moss_decoder-0.1.3-pp38-pypy38_pp73-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm	Hash digest
SHA256	`fbbd934623f951a1bd1affd5c0c73a2ba055bca67c5e48b2828f0af3f8eb61af`
MD5	`6fbd66e9672b382251739ec06ff3cd4f`
BLAKE2b-256	`627902eb3e053133dae87bcab5d6bec7072eadbb084200913949666791bd317a`

Hashes for moss_decoder-0.1.3-pp38-pypy38_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Hashes for moss_decoder-0.1.3-pp38-pypy38_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm	Hash digest
SHA256	`503fa42dbce0d94aefb4f46d22874b1573205c73afda2d91c88ea8c82de8263d`
MD5	`7dae3db607b45b458c9bb2dabc9d2e19`
BLAKE2b-256	`4af45c44f61bcd26a4e2f3ce09f6bcb58a3e106d821837bc3cc43c6ab8693cee`

Hashes for moss_decoder-0.1.3-pp38-pypy38_pp73-manylinux_2_5_i686.manylinux1_i686.whl

Hashes for moss_decoder-0.1.3-pp38-pypy38_pp73-manylinux_2_5_i686.manylinux1_i686.whl
Algorithm	Hash digest
SHA256	`68881f787efc8391af4935f4fe6306e3ee39f5d56113a07cff95945aa6679766`
MD5	`d059f1dc987cf3d4431f4eaea535edd4`
BLAKE2b-256	`c6fb89719c1694c62eb7f48295342a0cb9286db17e022b53793ec684d2683b15`

Hashes for moss_decoder-0.1.3-pp37-pypy37_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Hashes for moss_decoder-0.1.3-pp37-pypy37_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm	Hash digest
SHA256	`dabbc016c421ed5ce01450ac9741412f555088b253dedc693191d70f70ddaf99`
MD5	`f0d43ad44fb0758a4045321b059cc39b`
BLAKE2b-256	`45fe981fb2d138a5d00888f4a2251c9575ce43787241bdd4fd30b8548f0c42ee`

Hashes for moss_decoder-0.1.3-pp37-pypy37_pp73-manylinux_2_17_s390x.manylinux2014_s390x.whl

Hashes for moss_decoder-0.1.3-pp37-pypy37_pp73-manylinux_2_17_s390x.manylinux2014_s390x.whl
Algorithm	Hash digest
SHA256	`0d42117f2cfbaf8c9c270e32e69e01d32eed9bb1fb3edfcb7a4f8a03acc42d90`
MD5	`655d0c4d11990760f02fb5ec87f55e64`
BLAKE2b-256	`c64176973d25787dddc0e692b39d8fc7f5bd2b24265d7aa94ef06357f9f3921f`

Hashes for moss_decoder-0.1.3-pp37-pypy37_pp73-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl

Hashes for moss_decoder-0.1.3-pp37-pypy37_pp73-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm	Hash digest
SHA256	`41820fb1a2ec22dd9b63bea170ca72b0c33015924ba435cad5d771422d6c79a9`
MD5	`1f844bf54fd3a29c8fe01d46d815e496`
BLAKE2b-256	`1656f530a7da6c9c260f6a56c300e18f521eaaa4298c6396d281de312365ed2e`

Hashes for moss_decoder-0.1.3-pp37-pypy37_pp73-manylinux_2_17_armv7l.manylinux2014_armv7l.whl

Hashes for moss_decoder-0.1.3-pp37-pypy37_pp73-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm	Hash digest
SHA256	`d1284c38ec16ba39acf9d2b985904d80b2ec6130d7457c2a79848c0356457f95`
MD5	`9e43b33e0901b55bfc5c66b714234305`
BLAKE2b-256	`71e93fc21e51e1ac912fb716bbd50cb476d71e8d24f491958c2cc834dd290bff`

Hashes for moss_decoder-0.1.3-pp37-pypy37_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Hashes for moss_decoder-0.1.3-pp37-pypy37_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm	Hash digest
SHA256	`f946c3e0cdbb8609a99fec1d76eb0ec59e1dd006fe2790f877c1d54edbbba6b8`
MD5	`e64e156f2e3b12df55b8a0d52cd44b64`
BLAKE2b-256	`c0c0f4e8009673e943191a6b4c320333b3d34a9d8afa2f1f3e5bb0dff5e6a4c0`

Hashes for moss_decoder-0.1.3-pp37-pypy37_pp73-manylinux_2_5_i686.manylinux1_i686.whl

Hashes for moss_decoder-0.1.3-pp37-pypy37_pp73-manylinux_2_5_i686.manylinux1_i686.whl
Algorithm	Hash digest
SHA256	`1e592b3a32947d16c436657ad51c2b254b545d3a5b74837a864739f013bb9e71`
MD5	`3db37e4849ab71af2343318bf55c31b8`
BLAKE2b-256	`c4279a5bf416fde3371896ca16d1f32d8b723899712508b26e76b034dba6a288`

Hashes for moss_decoder-0.1.3-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Hashes for moss_decoder-0.1.3-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm	Hash digest
SHA256	`61991e6af970a30e56f281c511e1534786b3e77da33506e48d7056b04aa908b6`
MD5	`44f6f1394a419412cc66325839a10253`
BLAKE2b-256	`36445f0474378a2391285a838f723ad6b12620805403e79a0f6624f0f7237422`

Hashes for moss_decoder-0.1.3-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl

Hashes for moss_decoder-0.1.3-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl
Algorithm	Hash digest
SHA256	`efc7f9415f2b0a5a2dc12770ed4e2ecac10345639d4a081440c604dd0305d985`
MD5	`5d397f3aa5d2f503a96251c9dca20a8a`
BLAKE2b-256	`6c4dc7e8095482f7aad271d044b8ca65bdde016ba7f330a9f5a3fb8eb35e0f5f`

Hashes for moss_decoder-0.1.3-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl

Hashes for moss_decoder-0.1.3-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm	Hash digest
SHA256	`1fc49cc8a4cad164870a5ce21f051037d1483daa2f238dfc9eba17b76fb090c4`
MD5	`65f7eb0e2ec451d7b5e50297ab224b4e`
BLAKE2b-256	`bff25d140fbbc46dae5d2176b0bc8e54ee5ea34b3a49a44f55070d5172883eb2`

Hashes for moss_decoder-0.1.3-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl

Hashes for moss_decoder-0.1.3-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm	Hash digest
SHA256	`9047005138190c0c6ada81730727c7d084ce2dee108d046a5c5f2af58da351c4`
MD5	`91348e77bbb273acaf2ae4da3b04e519`
BLAKE2b-256	`93864ee9984cdd0ff639cddba8c6b186abd9db56254154d564f73c096cc0397f`

Hashes for moss_decoder-0.1.3-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Hashes for moss_decoder-0.1.3-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm	Hash digest
SHA256	`ded0b1ba46162e445ea1aa3e7320bc769186c22973add8c0575495de9d30a60b`
MD5	`88e6c15a091bf369de0d5eb1aa7ca67e`
BLAKE2b-256	`90b219864ca41e9dece9d68e1fcf1f735a87286288b0b827d7c1fbe7c6b1a96e`

Hashes for moss_decoder-0.1.3-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.whl

Hashes for moss_decoder-0.1.3-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.whl
Algorithm	Hash digest
SHA256	`dfbfdfa332d1040297ae288885da601efe9fffede2829e2e67d04de9957b45ac`
MD5	`d9b941c4255415ba5a94192e032b96b3`
BLAKE2b-256	`96b02d0ce0a4a1fdd7508015128085cf12fd363d5db2e42b3730943f15f6413b`

Hashes for moss_decoder-0.1.3-cp311-none-win_amd64.whl

Hashes for moss_decoder-0.1.3-cp311-none-win_amd64.whl
Algorithm	Hash digest
SHA256	`ed1bba1ac84342271a4d6962a2e7f622d103ed6926191f3e7b00c2de984bdf43`
MD5	`99672053b15d30baf46379208f13761c`
BLAKE2b-256	`2c2d9849ee2490fb77e54b3888ac69b23568dac21ddf918f2a2a403a2ac7f309`

Hashes for moss_decoder-0.1.3-cp311-none-win32.whl

Hashes for moss_decoder-0.1.3-cp311-none-win32.whl
Algorithm	Hash digest
SHA256	`2d9a9613a6d11383790da5db0e25dd06c43412a39c8365f5441c3b98add872e6`
MD5	`a7d786fc27b75eb377ea512521f1f526`
BLAKE2b-256	`1f2af31fb2dd7ace8e6ebe82f3299f6692a5673a2afe61ebfc1fef03c454e265`

Hashes for moss_decoder-0.1.3-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Hashes for moss_decoder-0.1.3-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm	Hash digest
SHA256	`55e3541be133e540256f3ff056c371f1b62ad67ed84c4bd077cfec7f6a0fdf87`
MD5	`5a8d497cb009f5999326374550b7d19f`
BLAKE2b-256	`f5cfac7a5a35110090ee78e3abc518a78a8eb59fd53a191ddf49575c8705f0e1`

Hashes for moss_decoder-0.1.3-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl

Hashes for moss_decoder-0.1.3-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl
Algorithm	Hash digest
SHA256	`5224b6227bcd948a64c798feca2b83910cb437447b33785014787fc3b42dbb53`
MD5	`366d2cdec12d9108e737dd104e2f5dca`
BLAKE2b-256	`65511fbff27d696be81309a29f121bf42f348c46ea8e7704b9a0249e9f174a71`

Hashes for moss_decoder-0.1.3-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl

Hashes for moss_decoder-0.1.3-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm	Hash digest
SHA256	`f9a03ca6207f861360f8d6f6b25f5ad419ba857298c0eda135b90d957d6b2cfe`
MD5	`72a0be995047e3c50a93bea1b6c98ba6`
BLAKE2b-256	`4bf3d96ab4ded4825d573f4513681501bfe529f2a0896b8516180ccbd1d3ac48`

Hashes for moss_decoder-0.1.3-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl

Hashes for moss_decoder-0.1.3-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm	Hash digest
SHA256	`556e0d5c78a814aa9146bc94bfc42a771c8b3a633a81f82d2121f09ae87fded8`
MD5	`aef7e10eb71d318dc53be601063ca1e0`
BLAKE2b-256	`40b832b60d00c94ab828ee4638021d20c57e7cbc4bd6569694e136fb6049b18f`

Hashes for moss_decoder-0.1.3-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Hashes for moss_decoder-0.1.3-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm	Hash digest
SHA256	`aa0adb9e564108fae67c78ddddd4edbe01120405eaac6b9fdceaf32680d979b9`
MD5	`a725ad1f7e0d4b8e76120e44b0ee3043`
BLAKE2b-256	`6961d1a2c3b72e1734147d475ca3172b0ea738a16f458673fd87765edd29ca02`

Hashes for moss_decoder-0.1.3-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.whl

Hashes for moss_decoder-0.1.3-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.whl
Algorithm	Hash digest
SHA256	`a9e504174d3480caa320defe6fccacbb7e0eb2dd83679c6ca3a033853be93293`
MD5	`2691c4cddf1a7bee737c4891cec0c19c`
BLAKE2b-256	`ee643965a915b30e98caab334329c8ac6841114e3b715eb5e014572838521db5`

Hashes for moss_decoder-0.1.3-cp311-cp311-macosx_11_0_arm64.whl

Hashes for moss_decoder-0.1.3-cp311-cp311-macosx_11_0_arm64.whl
Algorithm	Hash digest
SHA256	`f4799de4851da75089fce7b7396754e7995fc86389ec46b3d5806e15e1644cb1`
MD5	`0f38cdc31e2d23656f7e4b143c557dc9`
BLAKE2b-256	`27758b9cf572522e0e93115d19edbf658e784401083032074fb53754fe30e616`

Hashes for moss_decoder-0.1.3-cp311-cp311-macosx_10_7_x86_64.whl

Hashes for moss_decoder-0.1.3-cp311-cp311-macosx_10_7_x86_64.whl
Algorithm	Hash digest
SHA256	`37b17bac7dd0e2ba137dffc6fc23c2a672efd6b63adbd60cd67fc4e20084e9a0`
MD5	`a32d1c34d46a3eb1b667c8c6bd5c4d07`
BLAKE2b-256	`05cc2fcbcf84f25d865b5137ac9bba5a8f63fd268901444c4d770a30205d043f`

Hashes for moss_decoder-0.1.3-cp310-none-win_amd64.whl

Hashes for moss_decoder-0.1.3-cp310-none-win_amd64.whl
Algorithm	Hash digest
SHA256	`95ebf6ffe5e57583738725078208f4c583f5541d7175d7c61c1d76756bff9182`
MD5	`6c8a7cd678bf989f44bbc3565a0f4d1e`
BLAKE2b-256	`259b252dfa5678116fe133db763de3e4c184bf563ece5d58e29e748606e2d45e`

Hashes for moss_decoder-0.1.3-cp310-none-win32.whl

Hashes for moss_decoder-0.1.3-cp310-none-win32.whl
Algorithm	Hash digest
SHA256	`60925f6cfcd6ac129ef28c5fe28dfdf9653672485aa21622234f8e8719e4418b`
MD5	`211b1d07b26d827c70f6d9f3fd41bf36`
BLAKE2b-256	`3161e6e817bc07cef389d0314fdbbba0549c609b478387c515590990e824905d`

Hashes for moss_decoder-0.1.3-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Hashes for moss_decoder-0.1.3-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm	Hash digest
SHA256	`53770b48f8f91e1b43c1f0589178aee17cad44ff991b032496affcb2cc46c6f6`
MD5	`320832bc65ba9ab4203fa01921f509c1`
BLAKE2b-256	`b2651406c7814575c730ee4ede4afc6ce272265c0958fe2b5706b3ac04518f93`

Hashes for moss_decoder-0.1.3-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl

Hashes for moss_decoder-0.1.3-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl
Algorithm	Hash digest
SHA256	`a2f5144bf683cc9f225cd1dfe67b46e1da6b8a14a0411ade131eb9c2d810d3b1`
MD5	`1acd0b90d5764e9980063192c027bcba`
BLAKE2b-256	`b879f02209cbe416d192a662add7324a2f8cb1468b170b3776f8147044d574b0`

Hashes for moss_decoder-0.1.3-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl

Hashes for moss_decoder-0.1.3-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm	Hash digest
SHA256	`58d37822bb0ed91b805f3cfea5324e4fb3c2b18aee9abba09092e31a7c2eea32`
MD5	`22af8719dc69f885b5b1cf68fcd51b7e`
BLAKE2b-256	`35fca26359eeff5c0c566d90c20f557822998d4a528a24ba5a2d98703839b526`

Hashes for moss_decoder-0.1.3-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl

Hashes for moss_decoder-0.1.3-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm	Hash digest
SHA256	`5147b5be0fead1f43b80d4d9891e2b7a765ca595604a502a3799f8c6561cc5f9`
MD5	`00d023aba05104fd6a452c4f9f998644`
BLAKE2b-256	`5cf32e13cbf2564eb4552061921c70c2afe2d4c73b0a4c18f9f597023ff7b7e3`

Hashes for moss_decoder-0.1.3-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Hashes for moss_decoder-0.1.3-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm	Hash digest
SHA256	`db6003b8313fb83dd7c801440a2f022014d19226e2ed9d8cf5df7a7170fe3f13`
MD5	`a2aac3dfcee67768390ff98dd91a5e10`
BLAKE2b-256	`18a76b9f400908247a35941a606052f35796c20fc400373cee163602d6d727ac`

Hashes for moss_decoder-0.1.3-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.whl

Hashes for moss_decoder-0.1.3-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.whl
Algorithm	Hash digest
SHA256	`a83a9da752e64131bcd2c11e357a8ffe12b04290734d27649cd6ec4a4540c22e`
MD5	`bed8a26b1402a270c65d5ad9e9dba583`
BLAKE2b-256	`3572fc0f49dbf91f8f2aacb7f23b4a27de68416aae6854a330a5cbb8758122f3`

Hashes for moss_decoder-0.1.3-cp310-cp310-macosx_11_0_arm64.whl

Hashes for moss_decoder-0.1.3-cp310-cp310-macosx_11_0_arm64.whl
Algorithm	Hash digest
SHA256	`ac2dc52e942f452fea01351b12fe74b10699f271ee549e7a94ca8bd5b640c1f9`
MD5	`374f25af8535382a6ab172a5741b26ab`
BLAKE2b-256	`0d555516808622c9485c0bbd5700037c524e902dcd83c8f8a380747cf95577cf`

Hashes for moss_decoder-0.1.3-cp310-cp310-macosx_10_7_x86_64.whl

Hashes for moss_decoder-0.1.3-cp310-cp310-macosx_10_7_x86_64.whl
Algorithm	Hash digest
SHA256	`60e684f6a7a1eb105dcf2d9454eb16f117226974f8a240fe69d68c3724c1c25c`
MD5	`120355701c2922e8b76e369efe4eaa10`
BLAKE2b-256	`24b08b539a8eeeaaf09fd61562df8b5784daf39dd4648d677d468ff876f73262`

Hashes for moss_decoder-0.1.3-cp39-none-win_amd64.whl

Hashes for moss_decoder-0.1.3-cp39-none-win_amd64.whl
Algorithm	Hash digest
SHA256	`defa4b0c8579482c1a95d663e69c9fec037e826fb2d80083293687af7ff593ee`
MD5	`49f48381784b5bb3545568f4af22054a`
BLAKE2b-256	`20686991cfa96dcd5977ef6cb2814a87372d07703fcd052b46522689c707af24`

Hashes for moss_decoder-0.1.3-cp39-none-win32.whl

Hashes for moss_decoder-0.1.3-cp39-none-win32.whl
Algorithm	Hash digest
SHA256	`fd297a6cea4206139d67065ce88915b4149c4b29908048fa791bbfd2be839e6f`
MD5	`22a49dc4cf0f39009757a995b98c8a7e`
BLAKE2b-256	`1e13c143d27ad4bdaaae2ad416d58ccc005ce301cf0bfb6341476075eebb343b`

Hashes for moss_decoder-0.1.3-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Hashes for moss_decoder-0.1.3-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm	Hash digest
SHA256	`d78f6add28c9491594a330f98cd30a0232d6ea1d1c930e1d4e024da0624c7ea1`
MD5	`814457e1abb375e2487bd25b8450d29d`
BLAKE2b-256	`d488d448d95115a9c3e5a6549707bf6fedc4340f0d647505d593eefe87a29b9b`

Hashes for moss_decoder-0.1.3-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl

Hashes for moss_decoder-0.1.3-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl
Algorithm	Hash digest
SHA256	`68a8f3ff65d13c8fd01f84cb6c3482ba102eb6101c54ae393db62d0e7b5472ae`
MD5	`70c66d45abc7d779205ecc2a8cc4777a`
BLAKE2b-256	`be0ababc485ecf704b6f6d5bc854e00e4fc94f970625445cb1462256acfb9628`

Hashes for moss_decoder-0.1.3-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl

Hashes for moss_decoder-0.1.3-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm	Hash digest
SHA256	`130faf8100324be059bd008ecfb099c80d064372fd25a7c69ce9cc7b57c058e7`
MD5	`35f577b48ce32f76a40fc67250e6b2da`
BLAKE2b-256	`95e8f3df02981ab5584cbdffe3b5d18bc8b4de5420d8571ce3e8bf85f651c5d7`

Hashes for moss_decoder-0.1.3-cp39-cp39-manylinux_2_17_armv7l.manylinux2014_armv7l.whl

Hashes for moss_decoder-0.1.3-cp39-cp39-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm	Hash digest
SHA256	`867ad1ce53ee1b2b26e87100d17f1bd6513958e6a875e22ef193435cc477ba33`
MD5	`607afff83bfe31026f40ee311ac335ef`
BLAKE2b-256	`66f50993ddca14a2210f87bd958af1d768f9115edff4755f500c77a8d555702b`

Hashes for moss_decoder-0.1.3-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Hashes for moss_decoder-0.1.3-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm	Hash digest
SHA256	`400801c48e66429f7d0aa7d7e44b9172b8ed0209cc5aab3d5c67575f6c678d86`
MD5	`0ca2c99df7755925e98f0772fd1931c2`
BLAKE2b-256	`74bb67dc9fa9659eb93be154c8e216b2ac2e2edca6ec0ad56372d513917b8e8e`

Hashes for moss_decoder-0.1.3-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.whl

Hashes for moss_decoder-0.1.3-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.whl
Algorithm	Hash digest
SHA256	`ee6b2b048de36c1af9167b01e9d044c6a86baa6396b2de77e8abbc5ff8059afe`
MD5	`527f0da335fa9976ca1ed995c8cc595e`
BLAKE2b-256	`7339da4b9482a519d1cc7f494c05e8db870f224bb0c0b5b8f426fc36c818b0a5`

Hashes for moss_decoder-0.1.3-cp38-none-win_amd64.whl

Hashes for moss_decoder-0.1.3-cp38-none-win_amd64.whl
Algorithm	Hash digest
SHA256	`f37681e45d8ef491f6382fb47e1ab917618a854eaa4abeb9967ddb5eac475100`
MD5	`b9ef8b912aa14f0bc2e589729f9f9d62`
BLAKE2b-256	`3349d027bdc6f709d864d4135a2d51836f9d7fa9b7ada8c8807916bcfd67b9cc`

Hashes for moss_decoder-0.1.3-cp38-none-win32.whl

Hashes for moss_decoder-0.1.3-cp38-none-win32.whl
Algorithm	Hash digest
SHA256	`3e46a55ed44c7e8f9626625fe02a714187bb9055715010321f1c2d5fe7571100`
MD5	`ad99204c453c803b8bdf76181c2cbd92`
BLAKE2b-256	`e55584de815e07a6ac10fb0692323507747ffd09b3c5844adc2e5d7d108c4db1`

Hashes for moss_decoder-0.1.3-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Hashes for moss_decoder-0.1.3-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm	Hash digest
SHA256	`a57ea5dfa460880c433a284280671d8e019232499726bd9cb32561369e143858`
MD5	`0d6682a286c7cd236412aba153129bc2`
BLAKE2b-256	`2e901cf9c0d45808b0fe894cc727b1b314d7d3470ac2e952990267288141cbc9`

Hashes for moss_decoder-0.1.3-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl

Hashes for moss_decoder-0.1.3-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl
Algorithm	Hash digest
SHA256	`f9ae398ba403beae1fd3aba90c82bea1626940436fdc5a0b989d9d29671429fc`
MD5	`86bfa6213478e930ab801f337502793c`
BLAKE2b-256	`600af22fb2c9821b5ce25d8420086593f3acb95305418feef8ae229699bce9a7`

Hashes for moss_decoder-0.1.3-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl

Hashes for moss_decoder-0.1.3-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm	Hash digest
SHA256	`c2ec985fee2c059e31ccb0e49dd019e6b2b52201ecbf7c831558b7983a73bafd`
MD5	`a5d7c2989bf6fb3570a01c529738d8c1`
BLAKE2b-256	`9b0f52020a71410dac92f1c1872a63ab8fff64595f513853a908d90e1701c6a3`

Hashes for moss_decoder-0.1.3-cp38-cp38-manylinux_2_17_armv7l.manylinux2014_armv7l.whl

Hashes for moss_decoder-0.1.3-cp38-cp38-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm	Hash digest
SHA256	`3ab581879f53a5a2cd10012e14de4dbe7d0524b56279cb6380adccc7b593e73e`
MD5	`89e4629cf70b55114a954c151d97d92a`
BLAKE2b-256	`b0b9dbd019eeb8e2ee8cfc7052769141842c5c9b0664a65b3b618f37388a4b08`

Hashes for moss_decoder-0.1.3-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Hashes for moss_decoder-0.1.3-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm	Hash digest
SHA256	`05f7ce90725bd72577a5b4e787a865329380e2c453416186236f2a97281c46b7`
MD5	`cbb406d614a80913e625e2a49a416a8c`
BLAKE2b-256	`ded8fc2ed54cbc7ccc2d21809eff0fa369b5c7c3ca6ea61e272eaf443de782e1`

Hashes for moss_decoder-0.1.3-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.whl

Hashes for moss_decoder-0.1.3-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.whl
Algorithm	Hash digest
SHA256	`53de8da5214113918bc862a72ae06a410df6f25b04653beb5ec28d66a0bfdf4c`
MD5	`0e3cbdd13c049f64e9fd1ff68fc3860e`
BLAKE2b-256	`58b2d61547a0a5eefe22e1a4ffeeecb47f72304f30ebc88b1b923016cb49dbfd`

Hashes for moss_decoder-0.1.3-cp37-none-win_amd64.whl

Hashes for moss_decoder-0.1.3-cp37-none-win_amd64.whl
Algorithm	Hash digest
SHA256	`cdf3f75f906419ec5175d913e68af987cdbc5cf2af206781413c7aa04049f491`
MD5	`e2e2d818100fe1d80a800d15bce261d0`
BLAKE2b-256	`608563887486cf30eb3c3e4c7aec8b0e2dbdf2dded616b041440f3217466b005`

Hashes for moss_decoder-0.1.3-cp37-none-win32.whl

Hashes for moss_decoder-0.1.3-cp37-none-win32.whl
Algorithm	Hash digest
SHA256	`06944c55c83d6a44955f499ccd7d903e9074f39b561bdf78fe19e26deeac741e`
MD5	`a5a0ff2f6272221be3b926fe3a14f551`
BLAKE2b-256	`de933a13fcb807b0fc58827ffee51e3ab4ed17b54a6b286000339f6caed9255c`

Hashes for moss_decoder-0.1.3-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Hashes for moss_decoder-0.1.3-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm	Hash digest
SHA256	`5f01a62b49bac60469c36749ca859e47898e082013454e29153d90b606075cfc`
MD5	`717d2d8bcdb18f693b63b13174e904bc`
BLAKE2b-256	`ba307aaa93a6b1dd44d89e64de5acfca4e35b436611474770fab8ff32dd627a4`

Hashes for moss_decoder-0.1.3-cp37-cp37m-manylinux_2_17_s390x.manylinux2014_s390x.whl

Hashes for moss_decoder-0.1.3-cp37-cp37m-manylinux_2_17_s390x.manylinux2014_s390x.whl
Algorithm	Hash digest
SHA256	`1be833ea4b34e53e5b21a68fa293936bd94473f3bc4e5bf22515c82ec9a46591`
MD5	`6a08225a2bb62ac7d7bc162cd0b73310`
BLAKE2b-256	`9b57e6c0c3f2783ea93c0332b192631a520a3669c0a8cc41f6ef359740eb7ee1`

Hashes for moss_decoder-0.1.3-cp37-cp37m-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl

Hashes for moss_decoder-0.1.3-cp37-cp37m-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm	Hash digest
SHA256	`88b5ab536f14207bd2b32295f55226bd1482f80cd4e6eeb8c721d914f616ff01`
MD5	`40a769f0a229ac3c5e77795508d623ad`
BLAKE2b-256	`83d92a70c31d46849486aaff2fe3800957edb4351618f962537fe37130c4daa1`

Hashes for moss_decoder-0.1.3-cp37-cp37m-manylinux_2_17_armv7l.manylinux2014_armv7l.whl

Hashes for moss_decoder-0.1.3-cp37-cp37m-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm	Hash digest
SHA256	`afc440a33cf6312ce8628b7e09b2e32cd4d060f2fefaf5111615a4a942e0abb6`
MD5	`b23f055a28b273a5be173d0ed43091b7`
BLAKE2b-256	`84a8a0f17f236e51cf87158a1aac87a69b5d4a0e0189c228b649a13202b22752`

Hashes for moss_decoder-0.1.3-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Hashes for moss_decoder-0.1.3-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm	Hash digest
SHA256	`d62b45bb89fd3e407f863b760239f5ecfc34916e3d44d09a4c523c47de0b927a`
MD5	`704db9d644e0a1a8baa552ca58609874`
BLAKE2b-256	`4d8f1d8095177361e9332046931b5bcc91b4a47732a8ea29464da69379b56aeb`

Hashes for moss_decoder-0.1.3-cp37-cp37m-manylinux_2_5_i686.manylinux1_i686.whl

Hashes for moss_decoder-0.1.3-cp37-cp37m-manylinux_2_5_i686.manylinux1_i686.whl
Algorithm	Hash digest
SHA256	`2dedcd1081fca73bd5da001757c0d6f092e782e2b84493420670f66abde11127`
MD5	`ba46722bfe2f3249752e1b3dda340211`
BLAKE2b-256	`717416afe583f096b81f15eb669d0482c34cc0bd327ca473909afa7dffd77a13`