Read bam files quickly into dataframes in Python

These details have not been verified by PyPI

Project links

Homepage

Development Status
- 4 - Beta
Environment
- Other Environment
Intended Audience
- Developers
- Science/Research
License
- OSI Approved :: MIT License
Operating System
- MacOS :: MacOS X
- POSIX :: Linux
Programming Language
- Python :: 3
Topic
- Scientific/Engineering

Project description

bamread

Read bam files quickly into dataframes in Python

Development

See How to Publish an Open-Source Python Package to PyPI

Install

pip install -e .  # -e flag means editing affects the installed package

Create sdist and wheel (requires build)

python -m build

Check whether the package archives look fine:

twine check dist/*

Upload to PyPI test server

twine upload -r testpypi dist/*

Chek that the package can be installed from the test server

python -m pip install -i https://test.pypi.org/simple bamread
python -c "import bamread; print(bamread.read_bam('Some.bam'))"

Upload to pypi

twine upload -r testpypi dist/*

Project details

These details have not been verified by PyPI

Project links

Homepage

Development Status
- 4 - Beta
Environment
- Other Environment
Intended Audience
- Developers
- Science/Research
License
- OSI Approved :: MIT License
Operating System
- MacOS :: MacOS X
- POSIX :: Linux
Programming Language
- Python :: 3
Topic
- Scientific/Engineering

Release history Release notifications | RSS feed

This version

0.0.16

May 17, 2023

0.0.15

May 17, 2023

0.0.14

May 17, 2023

0.0.13

May 12, 2023

0.0.11

Sep 5, 2021

0.0.10

Aug 23, 2021

0.0.9

Aug 5, 2021

0.0.8

Jun 9, 2021

0.0.7

May 13, 2020

0.0.6

Jan 3, 2020

0.0.5

Sep 13, 2019

0.0.4

May 9, 2019

0.0.3

Apr 4, 2019

0.0.2

Apr 4, 2019

0.0.1

Apr 4, 2019

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Source Distribution

bamread-0.0.16.tar.gz (191.3 kB view hashes)

Uploaded May 17, 2023 Source

Built Distributions

bamread-0.0.16-pp39-pypy39_pp73-win_amd64.whl (249.3 kB view hashes)

Uploaded May 17, 2023 PyPy Windows x86-64

bamread-0.0.16-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (268.3 kB view hashes)

Uploaded May 17, 2023 PyPy manylinux: glibc 2.17+ x86-64

bamread-0.0.16-pp39-pypy39_pp73-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl (269.5 kB view hashes)

Uploaded May 17, 2023 PyPy manylinux: glibc 2.17+ i686 manylinux: glibc 2.5+ i686

bamread-0.0.16-pp39-pypy39_pp73-macosx_10_9_x86_64.whl (252.4 kB view hashes)

Uploaded May 17, 2023 PyPy macOS 10.9+ x86-64

bamread-0.0.16-pp38-pypy38_pp73-win_amd64.whl (249.2 kB view hashes)

Uploaded May 17, 2023 PyPy Windows x86-64

bamread-0.0.16-pp38-pypy38_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (269.7 kB view hashes)

Uploaded May 17, 2023 PyPy manylinux: glibc 2.17+ x86-64

bamread-0.0.16-pp38-pypy38_pp73-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl (270.4 kB view hashes)

Uploaded May 17, 2023 PyPy manylinux: glibc 2.17+ i686 manylinux: glibc 2.5+ i686

bamread-0.0.16-pp38-pypy38_pp73-macosx_10_9_x86_64.whl (252.1 kB view hashes)

Uploaded May 17, 2023 PyPy macOS 10.9+ x86-64

bamread-0.0.16-pp37-pypy37_pp73-win_amd64.whl (249.2 kB view hashes)

Uploaded May 17, 2023 PyPy Windows x86-64

bamread-0.0.16-pp37-pypy37_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (269.7 kB view hashes)

Uploaded May 17, 2023 PyPy manylinux: glibc 2.17+ x86-64

bamread-0.0.16-pp37-pypy37_pp73-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl (270.5 kB view hashes)

Uploaded May 17, 2023 PyPy manylinux: glibc 2.17+ i686 manylinux: glibc 2.5+ i686

bamread-0.0.16-pp37-pypy37_pp73-macosx_10_9_x86_64.whl (252.1 kB view hashes)

Uploaded May 17, 2023 PyPy macOS 10.9+ x86-64

bamread-0.0.16-cp311-cp311-win_amd64.whl (256.0 kB view hashes)

Uploaded May 17, 2023 CPython 3.11 Windows x86-64

bamread-0.0.16-cp311-cp311-win32.whl (246.5 kB view hashes)

Uploaded May 17, 2023 CPython 3.11 Windows x86

bamread-0.0.16-cp311-cp311-musllinux_1_1_x86_64.whl (675.4 kB view hashes)

Uploaded May 17, 2023 CPython 3.11 musllinux: musl 1.1+ x86-64

bamread-0.0.16-cp311-cp311-musllinux_1_1_i686.whl (654.8 kB view hashes)

Uploaded May 17, 2023 CPython 3.11 musllinux: musl 1.1+ i686

bamread-0.0.16-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (678.5 kB view hashes)

Uploaded May 17, 2023 CPython 3.11 manylinux: glibc 2.17+ x86-64

bamread-0.0.16-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl (656.6 kB view hashes)

Uploaded May 17, 2023 CPython 3.11 manylinux: glibc 2.17+ i686 manylinux: glibc 2.5+ i686

bamread-0.0.16-cp311-cp311-macosx_10_9_x86_64.whl (273.9 kB view hashes)

Uploaded May 17, 2023 CPython 3.11 macOS 10.9+ x86-64

bamread-0.0.16-cp310-cp310-win_amd64.whl (256.5 kB view hashes)

Uploaded May 17, 2023 CPython 3.10 Windows x86-64

bamread-0.0.16-cp310-cp310-win32.whl (247.2 kB view hashes)

Uploaded May 17, 2023 CPython 3.10 Windows x86

bamread-0.0.16-cp310-cp310-musllinux_1_1_x86_64.whl (656.0 kB view hashes)

Uploaded May 17, 2023 CPython 3.10 musllinux: musl 1.1+ x86-64

bamread-0.0.16-cp310-cp310-musllinux_1_1_i686.whl (636.8 kB view hashes)

Uploaded May 17, 2023 CPython 3.10 musllinux: musl 1.1+ i686

bamread-0.0.16-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (650.3 kB view hashes)

Uploaded May 17, 2023 CPython 3.10 manylinux: glibc 2.17+ x86-64

bamread-0.0.16-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl (634.8 kB view hashes)

Uploaded May 17, 2023 CPython 3.10 manylinux: glibc 2.17+ i686 manylinux: glibc 2.5+ i686

bamread-0.0.16-cp310-cp310-macosx_10_9_x86_64.whl (275.3 kB view hashes)

Uploaded May 17, 2023 CPython 3.10 macOS 10.9+ x86-64

bamread-0.0.16-cp39-cp39-win_amd64.whl (258.2 kB view hashes)

Uploaded May 17, 2023 CPython 3.9 Windows x86-64

bamread-0.0.16-cp39-cp39-win32.whl (248.6 kB view hashes)

Uploaded May 17, 2023 CPython 3.9 Windows x86

bamread-0.0.16-cp39-cp39-musllinux_1_1_x86_64.whl (662.9 kB view hashes)

Uploaded May 17, 2023 CPython 3.9 musllinux: musl 1.1+ x86-64

bamread-0.0.16-cp39-cp39-musllinux_1_1_i686.whl (639.0 kB view hashes)

Uploaded May 17, 2023 CPython 3.9 musllinux: musl 1.1+ i686

bamread-0.0.16-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (657.9 kB view hashes)

Uploaded May 17, 2023 CPython 3.9 manylinux: glibc 2.17+ x86-64

bamread-0.0.16-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl (649.2 kB view hashes)

Uploaded May 17, 2023 CPython 3.9 manylinux: glibc 2.17+ i686 manylinux: glibc 2.5+ i686

bamread-0.0.16-cp39-cp39-macosx_10_9_x86_64.whl (276.1 kB view hashes)

Uploaded May 17, 2023 CPython 3.9 macOS 10.9+ x86-64

bamread-0.0.16-cp38-cp38-win_amd64.whl (258.2 kB view hashes)

Uploaded May 17, 2023 CPython 3.8 Windows x86-64

bamread-0.0.16-cp38-cp38-win32.whl (248.4 kB view hashes)

Uploaded May 17, 2023 CPython 3.8 Windows x86

bamread-0.0.16-cp38-cp38-musllinux_1_1_x86_64.whl (680.1 kB view hashes)

Uploaded May 17, 2023 CPython 3.8 musllinux: musl 1.1+ x86-64

bamread-0.0.16-cp38-cp38-musllinux_1_1_i686.whl (658.1 kB view hashes)

Uploaded May 17, 2023 CPython 3.8 musllinux: musl 1.1+ i686

bamread-0.0.16-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (663.0 kB view hashes)

Uploaded May 17, 2023 CPython 3.8 manylinux: glibc 2.17+ x86-64

bamread-0.0.16-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl (650.2 kB view hashes)

Uploaded May 17, 2023 CPython 3.8 manylinux: glibc 2.17+ i686 manylinux: glibc 2.5+ i686

bamread-0.0.16-cp38-cp38-macosx_10_9_x86_64.whl (272.6 kB view hashes)

Uploaded May 17, 2023 CPython 3.8 macOS 10.9+ x86-64

bamread-0.0.16-cp37-cp37m-win_amd64.whl (256.8 kB view hashes)

Uploaded May 17, 2023 CPython 3.7m Windows x86-64

bamread-0.0.16-cp37-cp37m-win32.whl (246.9 kB view hashes)

Uploaded May 17, 2023 CPython 3.7m Windows x86

bamread-0.0.16-cp37-cp37m-musllinux_1_1_x86_64.whl (624.5 kB view hashes)

Uploaded May 17, 2023 CPython 3.7m musllinux: musl 1.1+ x86-64

bamread-0.0.16-cp37-cp37m-musllinux_1_1_i686.whl (604.3 kB view hashes)

Uploaded May 17, 2023 CPython 3.7m musllinux: musl 1.1+ i686

bamread-0.0.16-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (622.4 kB view hashes)

Uploaded May 17, 2023 CPython 3.7m manylinux: glibc 2.17+ x86-64

bamread-0.0.16-cp37-cp37m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl (608.0 kB view hashes)

Uploaded May 17, 2023 CPython 3.7m manylinux: glibc 2.17+ i686 manylinux: glibc 2.5+ i686

bamread-0.0.16-cp37-cp37m-macosx_10_9_x86_64.whl (273.9 kB view hashes)

Uploaded May 17, 2023 CPython 3.7m macOS 10.9+ x86-64

Hashes for bamread-0.0.16.tar.gz

Hashes for bamread-0.0.16.tar.gz
Algorithm	Hash digest
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MD5	`b5ce879975092436bcfa351b201e9bbb`
BLAKE2b-256	`9b4b673e851b16324f833a33ee8afe16eba06c06a25c26929afca8a3c49b1540`

Hashes for bamread-0.0.16-pp39-pypy39_pp73-win_amd64.whl

Hashes for bamread-0.0.16-pp39-pypy39_pp73-win_amd64.whl
Algorithm	Hash digest
SHA256	`e8a5e62333a8f112a99b87d42b8e041eec3d0d3a9414bf35f7f9348972e4f3ff`
MD5	`34b8dccb649e2325ec7394383fb8a4c3`
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Hashes for bamread-0.0.16-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Hashes for bamread-0.0.16-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm	Hash digest
SHA256	`d12735ee0a7ce4365243a6e7b98d7a9fe025fb4c3319d8a85b4284fad1a7fa6e`
MD5	`41a4dd69c88b11f9c522debc04e4b0d8`
BLAKE2b-256	`cda49552cc45f347b033e8f94581b1bb80dd071331ec9279db58e8a8abdc11ac`

Hashes for bamread-0.0.16-pp39-pypy39_pp73-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl

Hashes for bamread-0.0.16-pp39-pypy39_pp73-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm	Hash digest
SHA256	`b329ff078aeb6db28dd913dc5fd4c4c014f47407fc30da0d76b4da0bcb094960`
MD5	`674ec31fc4fa00c16758432693d01fdc`
BLAKE2b-256	`5ce54c34d15df258eb9abccd97c63a02f0b826ea4e3c976db25b32d7e7003a02`

Hashes for bamread-0.0.16-pp39-pypy39_pp73-macosx_10_9_x86_64.whl

Hashes for bamread-0.0.16-pp39-pypy39_pp73-macosx_10_9_x86_64.whl
Algorithm	Hash digest
SHA256	`d0a9b48b8d3218e48b50d28ccca5705b23f3db6103e351682ea71f9f2a932e09`
MD5	`a5efe2c5862b42e6e13e18a0983beadd`
BLAKE2b-256	`b10e1af0297ea946df1dadc7debd274d59bb309930010e396758bd4125e58a34`

Hashes for bamread-0.0.16-pp38-pypy38_pp73-win_amd64.whl

Hashes for bamread-0.0.16-pp38-pypy38_pp73-win_amd64.whl
Algorithm	Hash digest
SHA256	`74a4a36dfe0c1fdcf4d20b5c6b996ea9c97a9d4ab57c5441ff69c092de79907e`
MD5	`df6d1e9c48bd8c853617b82ec7f8cb7e`
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Hashes for bamread-0.0.16-pp38-pypy38_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Hashes for bamread-0.0.16-pp38-pypy38_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm	Hash digest
SHA256	`a3632cc35224dfaa86f8e2c39e84907699ef0b8c41001273562a8508024c8153`
MD5	`3ad3a1b4848418a51843b18e169c12e4`
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Hashes for bamread-0.0.16-pp38-pypy38_pp73-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl

Hashes for bamread-0.0.16-pp38-pypy38_pp73-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm	Hash digest
SHA256	`14285e9629fa602da1965307efd28c75caab599a479c0142767d8e0fa2990c0f`
MD5	`7bf6ebe0e50519795ba7b08b8a08aa86`
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Hashes for bamread-0.0.16-pp38-pypy38_pp73-macosx_10_9_x86_64.whl

Hashes for bamread-0.0.16-pp38-pypy38_pp73-macosx_10_9_x86_64.whl
Algorithm	Hash digest
SHA256	`3e6ed667373849c851e754360553091643a0ec398a0c85a83115c00aa8ef30fb`
MD5	`4913f61761d0d813cee8a82001cd07d9`
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Hashes for bamread-0.0.16-pp37-pypy37_pp73-win_amd64.whl

Hashes for bamread-0.0.16-pp37-pypy37_pp73-win_amd64.whl
Algorithm	Hash digest
SHA256	`d661853db9f41e720e1694e6ff78335999c1d0c7e4cd788c0ed501d0fa4c9cd0`
MD5	`bc56e70394a559010624bbfa271bf38e`
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Hashes for bamread-0.0.16-pp37-pypy37_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Hashes for bamread-0.0.16-pp37-pypy37_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm	Hash digest
SHA256	`07e95a967a2f6dfe08dfad4e3c5865c6b3e5abc015c4d896e5920e1fd009f89e`
MD5	`324b33b210ca44ab94e778e132c2abfd`
BLAKE2b-256	`545dd401c9756edc178306b49b76858bd932ef4f7d6c28e564d9dcdbf146af9f`

Hashes for bamread-0.0.16-pp37-pypy37_pp73-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl

Hashes for bamread-0.0.16-pp37-pypy37_pp73-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm	Hash digest
SHA256	`3b64b459d6602705abf422bfa851cf9fcb1ed034778d09bf64e7df4570b92a40`
MD5	`b549a1aa0a0a7f83676dba9782ee7516`
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Hashes for bamread-0.0.16-pp37-pypy37_pp73-macosx_10_9_x86_64.whl

Hashes for bamread-0.0.16-pp37-pypy37_pp73-macosx_10_9_x86_64.whl
Algorithm	Hash digest
SHA256	`326c07c81f76774a4ebc535e16f90d3fef7f5efd9055bbccdd430fd6d39b25ea`
MD5	`35bb989fe64d7507ac65a8f3a4cb97a7`
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Hashes for bamread-0.0.16-cp311-cp311-win_amd64.whl

Hashes for bamread-0.0.16-cp311-cp311-win_amd64.whl
Algorithm	Hash digest
SHA256	`c3610a8e6f28c7aa21c03efe2ca38a37104aafab3121ad554d6d0b26bfcdca13`
MD5	`7bd8164480e4ccceaa85dc7c255b3fac`
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Hashes for bamread-0.0.16-cp311-cp311-win32.whl

Hashes for bamread-0.0.16-cp311-cp311-win32.whl
Algorithm	Hash digest
SHA256	`3aa29e7f1a93b5aec1ef6008a3d7de3ff1dc980adeca385eb5e4cd153ae49590`
MD5	`0573b004817ff4d6b9f9a4a3eee5de42`
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Hashes for bamread-0.0.16-cp311-cp311-musllinux_1_1_x86_64.whl

Hashes for bamread-0.0.16-cp311-cp311-musllinux_1_1_x86_64.whl
Algorithm	Hash digest
SHA256	`00b6e2e1c06405688b08024420e861d13c5746084892d2b52773b15ed3620391`
MD5	`7080d440d1112332af25480992b4e132`
BLAKE2b-256	`e5a782f30068295fdb87921dbc021e9d3d2f780beaa9cbba1b573a6af6cd42c3`

Hashes for bamread-0.0.16-cp311-cp311-musllinux_1_1_i686.whl

Hashes for bamread-0.0.16-cp311-cp311-musllinux_1_1_i686.whl
Algorithm	Hash digest
SHA256	`c0a17f83687b4d49d6bbaeac46194e3ffa8690f4ee7f2c91d1a613511dde3dba`
MD5	`9059882e7ada518a20d01bd59728a6b6`
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Hashes for bamread-0.0.16-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Hashes for bamread-0.0.16-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm	Hash digest
SHA256	`fd392195d07454630ab22a3cb473b17939ab1d0a87d21b7d49dfd10da9790c6e`
MD5	`1909903e647254705f1a7e8c1afc027e`
BLAKE2b-256	`4d1745d752201d797e6ec722e8980c9cb7c3d5157ebf105bf905c9304ef0e161`

Hashes for bamread-0.0.16-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl

Hashes for bamread-0.0.16-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm	Hash digest
SHA256	`c05752861655e194ba3fcbd9708ce2f1bc6ef6aae94a3cfa5604ca2fed8420f2`
MD5	`586d3215e64f1bf309b4c323b5b4424f`
BLAKE2b-256	`b3284c13e95bdd96b246ec004a17593cc59aca8213a3a796b1c527ff57af628a`

Hashes for bamread-0.0.16-cp311-cp311-macosx_10_9_x86_64.whl

Hashes for bamread-0.0.16-cp311-cp311-macosx_10_9_x86_64.whl
Algorithm	Hash digest
SHA256	`02472a56ad14277ba266c2d9d9b4e8375e29b1770e449158964229f9f8f9c747`
MD5	`c541f7beb8eb10e6039cc5b8a3e9935b`
BLAKE2b-256	`27362487fca45d8118a45cc9fd478a25cdd56138449649d20752a62e3cbe3f1c`

Hashes for bamread-0.0.16-cp310-cp310-win_amd64.whl

Hashes for bamread-0.0.16-cp310-cp310-win_amd64.whl
Algorithm	Hash digest
SHA256	`23a1ea7dc90e1324e5f8271285ccc7a8cc0d218ae5e51bd6574b6bfe9263c7f9`
MD5	`073ed66f7d45d944d47e6fcdc7c73192`
BLAKE2b-256	`317930951390f92153db349a06cf87761f02cf72792153f6642244848c337ae2`

Hashes for bamread-0.0.16-cp310-cp310-win32.whl

Hashes for bamread-0.0.16-cp310-cp310-win32.whl
Algorithm	Hash digest
SHA256	`5b20cb329e522af970305ff3180f8afcfc37ecee756379fca3c1dfeaed2697ec`
MD5	`5b018b759a1909762c4be492b67c5fe0`
BLAKE2b-256	`aaf8bac841c5bf83cb2825e04183732b1614be5ee2aed544b7fb77d38697bce5`

Hashes for bamread-0.0.16-cp310-cp310-musllinux_1_1_x86_64.whl

Hashes for bamread-0.0.16-cp310-cp310-musllinux_1_1_x86_64.whl
Algorithm	Hash digest
SHA256	`a767716e6685c7b09361d9d032c73e2cda19d93687f3befd006170b17413af79`
MD5	`f78286e3fef6a7a39c8d7246587305c3`
BLAKE2b-256	`ab75c7519dd073331c0d16938dde6906da64691a8eae7dc7930e95ff47a4b043`

Hashes for bamread-0.0.16-cp310-cp310-musllinux_1_1_i686.whl

Hashes for bamread-0.0.16-cp310-cp310-musllinux_1_1_i686.whl
Algorithm	Hash digest
SHA256	`3cc3128b5eba2bf53bb1e98bf165f0082869638d4c5bd7bffcd97fd9c3c43731`
MD5	`c83a4d57173ab3cab854c1e92bd11389`
BLAKE2b-256	`080161b838e34f3873760dd9e2621fea70b2673b463b5d47d7d923dd23459553`

Hashes for bamread-0.0.16-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Hashes for bamread-0.0.16-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm	Hash digest
SHA256	`4ed59c49bcc1594b75fd2ba96273db38e8ed10c566dd81d13c59fecdfca865bc`
MD5	`3742e400638ff64a4e1d652bdfcdb03c`
BLAKE2b-256	`0ac5168a19608e4950f0734f20f465a16e33958e9a860025cb7d20d5414accb5`

Hashes for bamread-0.0.16-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl

Hashes for bamread-0.0.16-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm	Hash digest
SHA256	`d9aefbee411aedf301d6b92483e07a4a857e980d02fd75a171a6f4ee589b3dd2`
MD5	`86597b86c0b040d8d72f58d402cc1f2b`
BLAKE2b-256	`790ecb672a6c07e1ec3bf780a91890168fbe749c63066c457db3a5d05f3ca90d`

Hashes for bamread-0.0.16-cp310-cp310-macosx_10_9_x86_64.whl

Hashes for bamread-0.0.16-cp310-cp310-macosx_10_9_x86_64.whl
Algorithm	Hash digest
SHA256	`e4468e896ace213de20fbc34246299c4a4cceee7e02163c6a6357b611e3431fa`
MD5	`14dd4e8ebcf503a9a27acc506a0f058e`
BLAKE2b-256	`a5462dfa8f050edca3904d8427e602810c1a8c885cdc96ace4e789c9794cb283`

Hashes for bamread-0.0.16-cp39-cp39-win_amd64.whl

Hashes for bamread-0.0.16-cp39-cp39-win_amd64.whl
Algorithm	Hash digest
SHA256	`29299f37650051df74941e9e93118db5a642f8940bb9e63443cca474a8077f3e`
MD5	`d6d862240fba0277e549fc154e4e74f9`
BLAKE2b-256	`276b389091bc9b1de0eb06da76d36c5cfcd33e9f7fbc376dbb6cae89898e2bde`

Hashes for bamread-0.0.16-cp39-cp39-win32.whl

Hashes for bamread-0.0.16-cp39-cp39-win32.whl
Algorithm	Hash digest
SHA256	`1f023b728c0d6543f1fff465025e3368cdad09b329a67bbfa2650b09d2a0aad2`
MD5	`96abbd4432c8f609e3cb157cfa155e98`
BLAKE2b-256	`024033a04e9bff694508bc000b6e70bf667fe2dbea36ba78a2b0fe1cf2419333`

Hashes for bamread-0.0.16-cp39-cp39-musllinux_1_1_x86_64.whl

Hashes for bamread-0.0.16-cp39-cp39-musllinux_1_1_x86_64.whl
Algorithm	Hash digest
SHA256	`95853b8d20b4080d6e2a255b44f60a83c7ef8ec9c285344d55ffc0050ab712fa`
MD5	`95a402930c22c302c38260ce43fd5d72`
BLAKE2b-256	`7031663bf785cbc1490a66f105b3641f7ab30908795d054cb1defadf4a49f2a7`

Hashes for bamread-0.0.16-cp39-cp39-musllinux_1_1_i686.whl

Hashes for bamread-0.0.16-cp39-cp39-musllinux_1_1_i686.whl
Algorithm	Hash digest
SHA256	`86f1a1aae76a35c85aa6205fbe7325406f04e44b63a7dce4e3a95c0fb9afe8e4`
MD5	`9b28f432e74ce8870ba25f01eaf4247c`
BLAKE2b-256	`026f46182447dde25bb74335c6a1920cc9b5365b50be4e65481425831121f7e2`

Hashes for bamread-0.0.16-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Hashes for bamread-0.0.16-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm	Hash digest
SHA256	`c490b6111c4e3e22d725d9e2b06c58deaafa9ddbcf2798a3eb7aa455bbf02ab3`
MD5	`dfe640d9d84f7ba5c3b858679fb4aed8`
BLAKE2b-256	`c0518c4c9159ecd9498646750ca561bfb92fc1ddbb2bed9db3973d5fa1c88bdf`

Hashes for bamread-0.0.16-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl

Hashes for bamread-0.0.16-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm	Hash digest
SHA256	`75e41be3e7e8f3724324911a20b4cae37c35e131296b8f965e1bb55ce2ea4759`
MD5	`332a5c166a8abe51261b47d17417dacd`
BLAKE2b-256	`21c1acd0c17a76c48833bd085eff3cddd031904629e31edf3c317f726d1fb626`

Hashes for bamread-0.0.16-cp39-cp39-macosx_10_9_x86_64.whl

Hashes for bamread-0.0.16-cp39-cp39-macosx_10_9_x86_64.whl
Algorithm	Hash digest
SHA256	`03149c09793b762a52b2a6a7bc53927ee364f3ab74a83235ea1842d9c93bbf7e`
MD5	`a60e001cd36612f5cb9e1e67765f6522`
BLAKE2b-256	`b1e232ffa6bb0ce39d2f6321984da01727aba790a9d68e0f74c32ca403cbdd2d`

Hashes for bamread-0.0.16-cp38-cp38-win_amd64.whl

Hashes for bamread-0.0.16-cp38-cp38-win_amd64.whl
Algorithm	Hash digest
SHA256	`53f8621aa26bd6bb2924f8e158cb2b880de34457a3b010d83ced9cb29b32de9f`
MD5	`c1c936623112c697f6ae492fdd169089`
BLAKE2b-256	`92fc341e38c3ad8ca5f84bb73e2b2bd49290b72bd658aa87fdb721773d61a004`

Hashes for bamread-0.0.16-cp38-cp38-win32.whl

Hashes for bamread-0.0.16-cp38-cp38-win32.whl
Algorithm	Hash digest
SHA256	`bd82cf0833a1dc7c88275251c34525158c72a4428208cf28ad0665b8d4544914`
MD5	`59628a2862f2c5c463c224471fcaf467`
BLAKE2b-256	`ce8df26833a81666485d7d1d41d3160b866687718c154cbc5fd04b561d0d0409`

Hashes for bamread-0.0.16-cp38-cp38-musllinux_1_1_x86_64.whl

Hashes for bamread-0.0.16-cp38-cp38-musllinux_1_1_x86_64.whl
Algorithm	Hash digest
SHA256	`f7bfcc56dc3f194de15740c4be1d74ef62a34c2c65d80147bdd2e9da756da22b`
MD5	`7e51423e13ea3b732da34e0e9d37f5d8`
BLAKE2b-256	`7a3573175d7ee7c26834cf6a897e68b5947d0b0f214d842dfd9b01e3703ae05c`

Hashes for bamread-0.0.16-cp38-cp38-musllinux_1_1_i686.whl

Hashes for bamread-0.0.16-cp38-cp38-musllinux_1_1_i686.whl
Algorithm	Hash digest
SHA256	`d8e05035173c4c984cdda2be901c2460b133cddcaf8ba155aeafa551cebe7288`
MD5	`b784e08e8c4dab09658f2fa3cadc43ea`
BLAKE2b-256	`25708d91b45340833c4fdf79f32c903797d3dceaa6b5ea55b628fe67d0803a19`

Hashes for bamread-0.0.16-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Hashes for bamread-0.0.16-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm	Hash digest
SHA256	`31708f4d9970a862b83b84b109eeb2207ce5ba8192202363e40177f9fc0115fe`
MD5	`b940a63e90fceb3f4d2b661921eb88c3`
BLAKE2b-256	`a7bdb578cddd003a44b4731d33ec2e51c0e0de35cf53ff3233bdf757dc9c94a2`

Hashes for bamread-0.0.16-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl

Hashes for bamread-0.0.16-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm	Hash digest
SHA256	`2c044c2e72666f7031e691e47e401c9189ad9406986e8ff48afd1ae4c01fe591`
MD5	`acc230ca1a284e183893628cf43c00ba`
BLAKE2b-256	`2dc6014232de1198c48643520075dd71fc5d5d988ba799bb5246af85ab969779`

Hashes for bamread-0.0.16-cp38-cp38-macosx_10_9_x86_64.whl

Hashes for bamread-0.0.16-cp38-cp38-macosx_10_9_x86_64.whl
Algorithm	Hash digest
SHA256	`233ed71e35f5abcac6561e10ba7c0b6343f4cd5001261708b7c2671b0b1735a8`
MD5	`d2009ef481cff0dcbffc21aa606c3005`
BLAKE2b-256	`22fcc60933a6e3b42a7826dd7b9fe745bd7f247a049396e9803c231b80612897`

Hashes for bamread-0.0.16-cp37-cp37m-win_amd64.whl

Hashes for bamread-0.0.16-cp37-cp37m-win_amd64.whl
Algorithm	Hash digest
SHA256	`7964e7b760448eba4bf67d8e9a8be74e50f2dae5ffc295e2d6929040a52d4ff0`
MD5	`d2021e011803f9201e5d653a3b6e1300`
BLAKE2b-256	`ebd11065a52297dcff0be41aec3baf28d2ba2fee141a6e5873e94909c95a3543`

Hashes for bamread-0.0.16-cp37-cp37m-win32.whl

Hashes for bamread-0.0.16-cp37-cp37m-win32.whl
Algorithm	Hash digest
SHA256	`e43586a051245a8a33f4d1ee7b0c4245e1a4f3d6b0a5354d28851ff090daa531`
MD5	`46299dd58fe2e9d97b473a98280a4850`
BLAKE2b-256	`0d3ead0a63e80057e9e9ef023bc7ba7953d2f76475559138b5b373ecc912ea4f`

Hashes for bamread-0.0.16-cp37-cp37m-musllinux_1_1_x86_64.whl

Hashes for bamread-0.0.16-cp37-cp37m-musllinux_1_1_x86_64.whl
Algorithm	Hash digest
SHA256	`fbb9fd8b5d92982403ac86d2ea206cf70c77b399551dc365e3f8d85f50998718`
MD5	`1880fadf532c6dbb2fbe353fa73f6151`
BLAKE2b-256	`c0accbc4dd209801ec8d3850eb72e42733c4b86534b257be4d2d9cb3cf1bd6ed`

Hashes for bamread-0.0.16-cp37-cp37m-musllinux_1_1_i686.whl

Hashes for bamread-0.0.16-cp37-cp37m-musllinux_1_1_i686.whl
Algorithm	Hash digest
SHA256	`9e2b77c9d4de40cb90d7a2e391fd128d93216c0ec0dd9219d378a1481a35ed24`
MD5	`e7cf5fdffe79b778f7bb6113b57d111d`
BLAKE2b-256	`7a62a618a84e5b4e3ba091a0b4cf9508fb7d48b749a57cc2703afc9e41a24d8c`

Hashes for bamread-0.0.16-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Hashes for bamread-0.0.16-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm	Hash digest
SHA256	`79967bd80e3608e3bc1ba6dd6d7d5db1d57542289080273116506175b1e358c2`
MD5	`74fa708fa1152f4d322efac6e8dac109`
BLAKE2b-256	`d0a474bda10e97cd54a6a32b2203d7bc643989a225bd4b1da0d6becf11df0941`

Hashes for bamread-0.0.16-cp37-cp37m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl

Hashes for bamread-0.0.16-cp37-cp37m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm	Hash digest
SHA256	`3d897bd26f3d545562c98ba52139ca4e6a7bb5cd780f6c9d4fee908a208a9bca`
MD5	`d6e21793ddf62967db99ee8405a30ee4`
BLAKE2b-256	`67a46b964cab201a4b7456cb3b42da71b8a19e684211c602b652d5f531c3cac6`

Hashes for bamread-0.0.16-cp37-cp37m-macosx_10_9_x86_64.whl

Hashes for bamread-0.0.16-cp37-cp37m-macosx_10_9_x86_64.whl
Algorithm	Hash digest
SHA256	`b6ebe72c1c8f80089761b0637296f42b1102a77d83ac92a6a73d510d4c696a28`
MD5	`17ab4c21756b718cc9c4821098af8958`
BLAKE2b-256	`de4a9e27f9d894ba04fade5ef1b4c14ac562dc360d74bcab570e6d50ea5e97e9`