Skip to main content

Python bindings for BWA

Project description

Language Code Style Type Checked PEP8 Code Coverage License


Python package PyPI version PyPI download total Bioconda DOI


pybwa

Python bindings for bwa, the Burrows-Wheeler Aligner. Pybwa provides native Python access to bwa's indexing and alignment algorithms, returning pysam AlignedSegment objects for downstream analysis.

Quick Start

Align reads with bwa mem

bwa mem is the recommended algorithm for reads longer than ~70bp (Illumina, etc.).

from pybwa import BwaMem

mem = BwaMem(prefix="/path/to/genome.fasta")
for recs in mem.align(queries=["CTCAAGGTTGTTGCAAGGGGGTCTATGTGAACAAA"]):
    for rec in recs:
        print(rec)

Align short reads with bwa aln

bwa aln is designed for short reads (<100bp, e.g. Illumina).

from pybwa import BwaAln

aln = BwaAln(prefix="/path/to/genome.fasta")
for rec in aln.align(queries=["GATTACA"]):
    print(rec)

Reuse an index across aligners

Load a BwaIndex once and pass it to multiple aligners to avoid reloading:

from pybwa import BwaIndex, BwaAln, BwaMem

index = BwaIndex(prefix="/path/to/genome.fasta")
aln = BwaAln(index=index)
mem = BwaMem(index=index)

Installation

Install with pip install pybwa or conda install -c bioconda pybwa.

Requires Python 3.10+

Documentation

See the full documentation on pybwa.readthedocs.org.


Fulcrum Genomics

Visit us at Fulcrum Genomics to learn more about how we can power your Bioinformatics with pybwa and beyond.

Project details


Download files

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

Source Distribution

pybwa-2.3.0.tar.gz (7.9 MB view details)

Uploaded Source

Built Distributions

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

pybwa-2.3.0-cp314-cp314-musllinux_1_2_x86_64.whl (13.2 MB view details)

Uploaded CPython 3.14musllinux: musl 1.2+ x86-64

pybwa-2.3.0-cp314-cp314-musllinux_1_2_aarch64.whl (12.9 MB view details)

Uploaded CPython 3.14musllinux: musl 1.2+ ARM64

pybwa-2.3.0-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl (13.4 MB view details)

Uploaded CPython 3.14manylinux: glibc 2.27+ x86-64manylinux: glibc 2.28+ x86-64

pybwa-2.3.0-cp314-cp314-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl (12.7 MB view details)

Uploaded CPython 3.14manylinux: glibc 2.27+ ARM64manylinux: glibc 2.28+ ARM64

pybwa-2.3.0-cp313-cp313-musllinux_1_2_x86_64.whl (13.2 MB view details)

Uploaded CPython 3.13musllinux: musl 1.2+ x86-64

pybwa-2.3.0-cp313-cp313-musllinux_1_2_aarch64.whl (12.9 MB view details)

Uploaded CPython 3.13musllinux: musl 1.2+ ARM64

pybwa-2.3.0-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl (13.4 MB view details)

Uploaded CPython 3.13manylinux: glibc 2.27+ x86-64manylinux: glibc 2.28+ x86-64

pybwa-2.3.0-cp313-cp313-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl (12.7 MB view details)

Uploaded CPython 3.13manylinux: glibc 2.27+ ARM64manylinux: glibc 2.28+ ARM64

pybwa-2.3.0-cp313-cp313-macosx_11_0_arm64.whl (3.3 MB view details)

Uploaded CPython 3.13macOS 11.0+ ARM64

pybwa-2.3.0-cp313-cp313-macosx_10_13_x86_64.whl (3.6 MB view details)

Uploaded CPython 3.13macOS 10.13+ x86-64

pybwa-2.3.0-cp312-cp312-musllinux_1_2_x86_64.whl (13.2 MB view details)

Uploaded CPython 3.12musllinux: musl 1.2+ x86-64

pybwa-2.3.0-cp312-cp312-musllinux_1_2_aarch64.whl (12.9 MB view details)

Uploaded CPython 3.12musllinux: musl 1.2+ ARM64

pybwa-2.3.0-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl (13.4 MB view details)

Uploaded CPython 3.12manylinux: glibc 2.27+ x86-64manylinux: glibc 2.28+ x86-64

pybwa-2.3.0-cp312-cp312-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl (12.7 MB view details)

Uploaded CPython 3.12manylinux: glibc 2.27+ ARM64manylinux: glibc 2.28+ ARM64

pybwa-2.3.0-cp312-cp312-macosx_11_0_arm64.whl (3.4 MB view details)

Uploaded CPython 3.12macOS 11.0+ ARM64

pybwa-2.3.0-cp312-cp312-macosx_10_13_x86_64.whl (3.6 MB view details)

Uploaded CPython 3.12macOS 10.13+ x86-64

pybwa-2.3.0-cp311-cp311-musllinux_1_2_x86_64.whl (13.2 MB view details)

Uploaded CPython 3.11musllinux: musl 1.2+ x86-64

pybwa-2.3.0-cp311-cp311-musllinux_1_2_aarch64.whl (12.9 MB view details)

Uploaded CPython 3.11musllinux: musl 1.2+ ARM64

pybwa-2.3.0-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl (13.4 MB view details)

Uploaded CPython 3.11manylinux: glibc 2.27+ x86-64manylinux: glibc 2.28+ x86-64

pybwa-2.3.0-cp311-cp311-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl (12.7 MB view details)

Uploaded CPython 3.11manylinux: glibc 2.27+ ARM64manylinux: glibc 2.28+ ARM64

pybwa-2.3.0-cp311-cp311-macosx_11_0_arm64.whl (3.4 MB view details)

Uploaded CPython 3.11macOS 11.0+ ARM64

pybwa-2.3.0-cp311-cp311-macosx_10_9_x86_64.whl (3.6 MB view details)

Uploaded CPython 3.11macOS 10.9+ x86-64

pybwa-2.3.0-cp310-cp310-musllinux_1_2_x86_64.whl (13.1 MB view details)

Uploaded CPython 3.10musllinux: musl 1.2+ x86-64

pybwa-2.3.0-cp310-cp310-musllinux_1_2_aarch64.whl (12.8 MB view details)

Uploaded CPython 3.10musllinux: musl 1.2+ ARM64

pybwa-2.3.0-cp310-cp310-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl (13.3 MB view details)

Uploaded CPython 3.10manylinux: glibc 2.27+ x86-64manylinux: glibc 2.28+ x86-64

pybwa-2.3.0-cp310-cp310-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl (12.6 MB view details)

Uploaded CPython 3.10manylinux: glibc 2.27+ ARM64manylinux: glibc 2.28+ ARM64

pybwa-2.3.0-cp310-cp310-macosx_11_0_arm64.whl (3.4 MB view details)

Uploaded CPython 3.10macOS 11.0+ ARM64

pybwa-2.3.0-cp310-cp310-macosx_10_9_x86_64.whl (3.6 MB view details)

Uploaded CPython 3.10macOS 10.9+ x86-64

File details

Details for the file pybwa-2.3.0.tar.gz.

File metadata

  • Download URL: pybwa-2.3.0.tar.gz
  • Upload date:
  • Size: 7.9 MB
  • Tags: Source
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.7

File hashes

Hashes for pybwa-2.3.0.tar.gz
Algorithm Hash digest
SHA256 6ec52e8886fe1fbf71f484b6164c818072bf40d71dbf55407025e9fff1f8ba47
MD5 267f9f242ed71924917a50764d215a89
BLAKE2b-256 dacbb57ecee519811a39d0d0eb742cdac26eac33f65c6779a0507984873a339b

See more details on using hashes here.

Provenance

The following attestation bundles were made for pybwa-2.3.0.tar.gz:

Publisher: publish_pybwa.yml on fulcrumgenomics/pybwa

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file pybwa-2.3.0-cp314-cp314-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for pybwa-2.3.0-cp314-cp314-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 89546a0f15f27ade7b2858463ad21b28b66823b8fc5ed2564c354d42a2c4de2c
MD5 714a6f073cbb7f9041c0b162004c1a83
BLAKE2b-256 f165016b73d75cc114672caf14b30fd0f17ee60e30607252b96f2f19030157c8

See more details on using hashes here.

Provenance

The following attestation bundles were made for pybwa-2.3.0-cp314-cp314-musllinux_1_2_x86_64.whl:

Publisher: publish_pybwa.yml on fulcrumgenomics/pybwa

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file pybwa-2.3.0-cp314-cp314-musllinux_1_2_aarch64.whl.

File metadata

File hashes

Hashes for pybwa-2.3.0-cp314-cp314-musllinux_1_2_aarch64.whl
Algorithm Hash digest
SHA256 ee4b7e83a42a5e12a5c9dec4c7442c26b9fff83d92745aaf0b5e0515cc239d21
MD5 58af39f74f3e84dbdb58779c3d6a2d23
BLAKE2b-256 8ea25ea0489e3904dab38a71e4dc33a4b9e6718c36804798f07d5519b7b23c36

See more details on using hashes here.

Provenance

The following attestation bundles were made for pybwa-2.3.0-cp314-cp314-musllinux_1_2_aarch64.whl:

Publisher: publish_pybwa.yml on fulcrumgenomics/pybwa

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file pybwa-2.3.0-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for pybwa-2.3.0-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 d09c2b8048ee812dc36fcff323c7077a51ff6d6c3ee8ba51d9efcfaf3b902447
MD5 e59e41048ff13947fa875f7ff448857c
BLAKE2b-256 d5be25c54b0078006dc01000d8ada3db6cb65665ed27e74ca5fcdc94fc40bffc

See more details on using hashes here.

Provenance

The following attestation bundles were made for pybwa-2.3.0-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl:

Publisher: publish_pybwa.yml on fulcrumgenomics/pybwa

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file pybwa-2.3.0-cp314-cp314-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl.

File metadata

File hashes

Hashes for pybwa-2.3.0-cp314-cp314-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl
Algorithm Hash digest
SHA256 dabece4649c40ef3a31969518701556dd7b4632b86c9642e74a68d84b7f47884
MD5 7ed32c5cae5d1192c51b8ca6e2dcd64e
BLAKE2b-256 f899ac99c5f2c93f20d81750bb44adc16ade3e2d81f87d2d9757fe352fc5a5cd

See more details on using hashes here.

Provenance

The following attestation bundles were made for pybwa-2.3.0-cp314-cp314-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl:

Publisher: publish_pybwa.yml on fulcrumgenomics/pybwa

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file pybwa-2.3.0-cp313-cp313-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for pybwa-2.3.0-cp313-cp313-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 4482f3c5ae57ffb3424b6dc9015f4f5edf1da3cff40036ad21052c3856a4bb5c
MD5 1b3792d0ef2e1c7607f5d1970891b3e1
BLAKE2b-256 9ff2ac4411e25129a431a0f3e7fe37e4c2f5677bd13b5a6690b8d3635c108639

See more details on using hashes here.

Provenance

The following attestation bundles were made for pybwa-2.3.0-cp313-cp313-musllinux_1_2_x86_64.whl:

Publisher: publish_pybwa.yml on fulcrumgenomics/pybwa

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file pybwa-2.3.0-cp313-cp313-musllinux_1_2_aarch64.whl.

File metadata

File hashes

Hashes for pybwa-2.3.0-cp313-cp313-musllinux_1_2_aarch64.whl
Algorithm Hash digest
SHA256 ab1796881956d88932b330f879d4b8cc701193e78b6928ad10ede242c6d77d99
MD5 7faf642c83abfe3c7276c8f57c27a1e0
BLAKE2b-256 b7548e982ec8a29db220f469a5829af12314710a897291443a4b28aaa275a1ae

See more details on using hashes here.

Provenance

The following attestation bundles were made for pybwa-2.3.0-cp313-cp313-musllinux_1_2_aarch64.whl:

Publisher: publish_pybwa.yml on fulcrumgenomics/pybwa

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file pybwa-2.3.0-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for pybwa-2.3.0-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 bf4f24ce641c049766113f3f4402a68ae44e95a277dbb94eb37b9d50305dc8b1
MD5 75944002c9325202d0e6d94ee7f8607f
BLAKE2b-256 57714898c2eebc4066f3cf83ae20bcb2586a34d9d6f72f9231c125d4584285e7

See more details on using hashes here.

Provenance

The following attestation bundles were made for pybwa-2.3.0-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl:

Publisher: publish_pybwa.yml on fulcrumgenomics/pybwa

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file pybwa-2.3.0-cp313-cp313-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl.

File metadata

File hashes

Hashes for pybwa-2.3.0-cp313-cp313-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl
Algorithm Hash digest
SHA256 92db4f5b79b0476bcc0a81b5152ad6b9c6c3ba9cb827336af09b8368671ec113
MD5 3556500653f520691552826d0e4ba7c3
BLAKE2b-256 7b67769ede88eef170854d1619709f6a9f6fe81a81f28b5620d6634b759bfdc9

See more details on using hashes here.

Provenance

The following attestation bundles were made for pybwa-2.3.0-cp313-cp313-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl:

Publisher: publish_pybwa.yml on fulcrumgenomics/pybwa

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file pybwa-2.3.0-cp313-cp313-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for pybwa-2.3.0-cp313-cp313-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 c1a7eb4fc4e8c7f4b9433efc06fdb99ffd9f2486ab4c7687f9e0f70fdaaa769c
MD5 bde56b9047220776a9157a4523553dec
BLAKE2b-256 d365e7505bf04bdd996b079f426864b01d6c88254485c5075ff80284a687da90

See more details on using hashes here.

Provenance

The following attestation bundles were made for pybwa-2.3.0-cp313-cp313-macosx_11_0_arm64.whl:

Publisher: publish_pybwa.yml on fulcrumgenomics/pybwa

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file pybwa-2.3.0-cp313-cp313-macosx_10_13_x86_64.whl.

File metadata

File hashes

Hashes for pybwa-2.3.0-cp313-cp313-macosx_10_13_x86_64.whl
Algorithm Hash digest
SHA256 dd63450dd4d32623db9cb268b5889aa3c20f95a32056e352146a7581c760bf8b
MD5 1bd45a84abedb230c2f1b7b72f2cce53
BLAKE2b-256 c5b7775b8261b2517944c833c0a438fb0044397724db9825f54bd2ac100629e2

See more details on using hashes here.

Provenance

The following attestation bundles were made for pybwa-2.3.0-cp313-cp313-macosx_10_13_x86_64.whl:

Publisher: publish_pybwa.yml on fulcrumgenomics/pybwa

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file pybwa-2.3.0-cp312-cp312-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for pybwa-2.3.0-cp312-cp312-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 1336ceddb5af1a8519427705ba05e392e58d9045da956fca5641fd7fc7304e4b
MD5 d7d6641ee949b8a9cfe8a786de54c5b7
BLAKE2b-256 3e5a78387a394aa47de736677c4525b0a011b149b079d69f95a0e51c6b6a2e01

See more details on using hashes here.

Provenance

The following attestation bundles were made for pybwa-2.3.0-cp312-cp312-musllinux_1_2_x86_64.whl:

Publisher: publish_pybwa.yml on fulcrumgenomics/pybwa

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file pybwa-2.3.0-cp312-cp312-musllinux_1_2_aarch64.whl.

File metadata

File hashes

Hashes for pybwa-2.3.0-cp312-cp312-musllinux_1_2_aarch64.whl
Algorithm Hash digest
SHA256 c07af5fb417d3d76fd2af060b74373e65bc28a6ccca4eecbdbba7ef4fa74b85b
MD5 8a0068100e61c70a7092208d9bf59422
BLAKE2b-256 b28d3b8957fc23925ad3194d514c9195102875f4dbb4d96eb56196852108a23e

See more details on using hashes here.

Provenance

The following attestation bundles were made for pybwa-2.3.0-cp312-cp312-musllinux_1_2_aarch64.whl:

Publisher: publish_pybwa.yml on fulcrumgenomics/pybwa

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file pybwa-2.3.0-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for pybwa-2.3.0-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 e6b83d9ff8ee1824fdc62e518df42e99502f50b961eefa8f01828473802a8247
MD5 811f17cf0c4e23d2fbe1a580559d6561
BLAKE2b-256 282db119b6096fc8105f1c10bd72ab73fdb79b548d01b104a48a89b9b5d558d6

See more details on using hashes here.

Provenance

The following attestation bundles were made for pybwa-2.3.0-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl:

Publisher: publish_pybwa.yml on fulcrumgenomics/pybwa

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file pybwa-2.3.0-cp312-cp312-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl.

File metadata

File hashes

Hashes for pybwa-2.3.0-cp312-cp312-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl
Algorithm Hash digest
SHA256 b6b72f7575badaf81567c8fcf383fb64045a4652ba49e34413feea4cb9d08bea
MD5 41b230c85af8c6855e780b94e1381cfb
BLAKE2b-256 a9596647991495ae8f6d708e26c6bfe01a1098035cb6674315e312faf97addcc

See more details on using hashes here.

Provenance

The following attestation bundles were made for pybwa-2.3.0-cp312-cp312-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl:

Publisher: publish_pybwa.yml on fulcrumgenomics/pybwa

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file pybwa-2.3.0-cp312-cp312-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for pybwa-2.3.0-cp312-cp312-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 5f6872995ece22dee9080a7f2f6cc03f00dbda0305badc5c8fe93e13a075de49
MD5 3bb29b114de3e2e31a086e52dc3d8b33
BLAKE2b-256 c1fbc03fc7dec6ba5e4019b583cf0110156687fac01ddd3807819c3419bedff5

See more details on using hashes here.

Provenance

The following attestation bundles were made for pybwa-2.3.0-cp312-cp312-macosx_11_0_arm64.whl:

Publisher: publish_pybwa.yml on fulcrumgenomics/pybwa

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file pybwa-2.3.0-cp312-cp312-macosx_10_13_x86_64.whl.

File metadata

File hashes

Hashes for pybwa-2.3.0-cp312-cp312-macosx_10_13_x86_64.whl
Algorithm Hash digest
SHA256 286db3e0ea25085835630cd62a8dc066c2cd0df9ed031cdcdbc0cf9bbe53b6c6
MD5 9f1850f0a54caa12b9e04a64a0603c59
BLAKE2b-256 e40f3a45d954ab1b12d0e96764279f3f12b3080a89cf0ea48e889e99c34a9b3f

See more details on using hashes here.

Provenance

The following attestation bundles were made for pybwa-2.3.0-cp312-cp312-macosx_10_13_x86_64.whl:

Publisher: publish_pybwa.yml on fulcrumgenomics/pybwa

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file pybwa-2.3.0-cp311-cp311-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for pybwa-2.3.0-cp311-cp311-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 13282f6faa171244f49a41a05069ca4c27f1f055f4901e4a847f46700a8ed79b
MD5 95250e0c1988e8bdef421108dc341df5
BLAKE2b-256 18730834b218669eab51a2747f3389f2ed0e3d2fb5f56ed310649661e6528e3a

See more details on using hashes here.

Provenance

The following attestation bundles were made for pybwa-2.3.0-cp311-cp311-musllinux_1_2_x86_64.whl:

Publisher: publish_pybwa.yml on fulcrumgenomics/pybwa

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file pybwa-2.3.0-cp311-cp311-musllinux_1_2_aarch64.whl.

File metadata

File hashes

Hashes for pybwa-2.3.0-cp311-cp311-musllinux_1_2_aarch64.whl
Algorithm Hash digest
SHA256 fb3cb5d85cf7925eb1e7d0a07a6c83a3805b99120cf6f7775a5a52add3f6e347
MD5 c85d67d8c594450c0108783e3d8bc75c
BLAKE2b-256 6b060c439954deecb79f500a32e2569faf828f3d4cc6cd0c9f096e43b4681e36

See more details on using hashes here.

Provenance

The following attestation bundles were made for pybwa-2.3.0-cp311-cp311-musllinux_1_2_aarch64.whl:

Publisher: publish_pybwa.yml on fulcrumgenomics/pybwa

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file pybwa-2.3.0-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for pybwa-2.3.0-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 68568e66b44165fbdefb25b110a1cc166073ee30ed0f704141ab86063ee50b6a
MD5 7d82cb1b571834d7ba0b8c4023d0e813
BLAKE2b-256 f1ddb1ab7d33dfd43016fa3b40274c483ee3ca43cf82050a7492c790bff00080

See more details on using hashes here.

Provenance

The following attestation bundles were made for pybwa-2.3.0-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl:

Publisher: publish_pybwa.yml on fulcrumgenomics/pybwa

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file pybwa-2.3.0-cp311-cp311-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl.

File metadata

File hashes

Hashes for pybwa-2.3.0-cp311-cp311-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl
Algorithm Hash digest
SHA256 c3f64ad1a2550c61ca66fbbba86982f400e7b29d5fd5e08d9d3fa01c30f304ab
MD5 5035f44f1229b2e4b82cbde954fefc0e
BLAKE2b-256 9d6e2a489451d6941e16a48b72f4a330b028c18e6133241ab7ffea844268a663

See more details on using hashes here.

Provenance

The following attestation bundles were made for pybwa-2.3.0-cp311-cp311-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl:

Publisher: publish_pybwa.yml on fulcrumgenomics/pybwa

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file pybwa-2.3.0-cp311-cp311-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for pybwa-2.3.0-cp311-cp311-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 8ecd326a2d4b6a8b03f82f2e6db855a6a5d1c123b69452b043d9c6b68d96f828
MD5 c90e1755b682733cc9ab13fce05a8039
BLAKE2b-256 a21e104a390364d35e159d240ac63ecf60b2d9d1f049e08379e76d9290a9c5eb

See more details on using hashes here.

Provenance

The following attestation bundles were made for pybwa-2.3.0-cp311-cp311-macosx_11_0_arm64.whl:

Publisher: publish_pybwa.yml on fulcrumgenomics/pybwa

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file pybwa-2.3.0-cp311-cp311-macosx_10_9_x86_64.whl.

File metadata

File hashes

Hashes for pybwa-2.3.0-cp311-cp311-macosx_10_9_x86_64.whl
Algorithm Hash digest
SHA256 91086157acc6d800f9ffe72363fce85dd492535e1ac558e57d5316de956643a8
MD5 8d16369cc094d56af87751e2b981872b
BLAKE2b-256 2908deb5f14d6beffe509f8df83462409e40b3bce18b83d61fe1fd6afd236db6

See more details on using hashes here.

Provenance

The following attestation bundles were made for pybwa-2.3.0-cp311-cp311-macosx_10_9_x86_64.whl:

Publisher: publish_pybwa.yml on fulcrumgenomics/pybwa

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file pybwa-2.3.0-cp310-cp310-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for pybwa-2.3.0-cp310-cp310-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 c8895b3f1647e909ab346ce6ad5724f72c5e16a8e3fbc3d11d92c796f14a3f68
MD5 f55c98596a8ddcf1d80f80acbca1d81e
BLAKE2b-256 6369270d010f91bfb2b16e022a8036daa9a86e51a4ba6fb0254387c503604fb9

See more details on using hashes here.

Provenance

The following attestation bundles were made for pybwa-2.3.0-cp310-cp310-musllinux_1_2_x86_64.whl:

Publisher: publish_pybwa.yml on fulcrumgenomics/pybwa

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file pybwa-2.3.0-cp310-cp310-musllinux_1_2_aarch64.whl.

File metadata

File hashes

Hashes for pybwa-2.3.0-cp310-cp310-musllinux_1_2_aarch64.whl
Algorithm Hash digest
SHA256 99e7ff01472c62040ac68179ad3fb0fda4bcad10b9cec6e8f1027b118bfb4d53
MD5 3144a616bcf6218353944a6196aa64fb
BLAKE2b-256 6a4546f898a4ffb60bf3b0792b14b75b02e502b108f0b472be30a9d388fee6ea

See more details on using hashes here.

Provenance

The following attestation bundles were made for pybwa-2.3.0-cp310-cp310-musllinux_1_2_aarch64.whl:

Publisher: publish_pybwa.yml on fulcrumgenomics/pybwa

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file pybwa-2.3.0-cp310-cp310-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for pybwa-2.3.0-cp310-cp310-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 36348c1426c05e123b9551a956b54d9bc86cbe6b6bf6fde3fb8910244bd18d24
MD5 a1e1ccb656d4c704c5dbf658b9ba3b33
BLAKE2b-256 5619739020cac058920fb77703c110fdb4418d26ece609878f50f0d515d90ec6

See more details on using hashes here.

Provenance

The following attestation bundles were made for pybwa-2.3.0-cp310-cp310-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl:

Publisher: publish_pybwa.yml on fulcrumgenomics/pybwa

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file pybwa-2.3.0-cp310-cp310-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl.

File metadata

File hashes

Hashes for pybwa-2.3.0-cp310-cp310-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl
Algorithm Hash digest
SHA256 3190b9a5eec9d018ee6e279221c1e216dbfec7286cc2d5bc9721aceb3b9984b2
MD5 c1e9efbfc4ac116bb74c12f7d17f6161
BLAKE2b-256 d6680bd581b42a0bf699de212fd9a5ee4855c5a278704c9c06333b529db09b85

See more details on using hashes here.

Provenance

The following attestation bundles were made for pybwa-2.3.0-cp310-cp310-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl:

Publisher: publish_pybwa.yml on fulcrumgenomics/pybwa

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file pybwa-2.3.0-cp310-cp310-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for pybwa-2.3.0-cp310-cp310-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 935b2bcd8d2191e801d07a5f2a47498a8b46feb712fb921c97769fb81a153652
MD5 48fa1189652a700a1eb7476ebd2038be
BLAKE2b-256 443e4cde862744da109c8e87785f098f4906c9db2d9be46ba8e35385e596a008

See more details on using hashes here.

Provenance

The following attestation bundles were made for pybwa-2.3.0-cp310-cp310-macosx_11_0_arm64.whl:

Publisher: publish_pybwa.yml on fulcrumgenomics/pybwa

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file pybwa-2.3.0-cp310-cp310-macosx_10_9_x86_64.whl.

File metadata

File hashes

Hashes for pybwa-2.3.0-cp310-cp310-macosx_10_9_x86_64.whl
Algorithm Hash digest
SHA256 f9ce84ba1cb29ead0752dc2c810c348b6e1e3d9823629a55ba4ce0e7f751a95b
MD5 e91727469f7461a5355501f686f60664
BLAKE2b-256 95f4fa381a9675b5db5a299c7f12bc5f39d84ac20c4f2eac22a6a77619c8b548

See more details on using hashes here.

Provenance

The following attestation bundles were made for pybwa-2.3.0-cp310-cp310-macosx_10_9_x86_64.whl:

Publisher: publish_pybwa.yml on fulcrumgenomics/pybwa

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

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