Skip to main content

QuickEd   Release CI Publication

QuickEd is a high-performance exact sequence alignment library based on the bound-and-align paradigm. Currently, QuickEd focuses on DNA sequence alignment (A, C, G, T, N), using the edit distance (Levenshtein distance) metric.

from quicked import QuickedAligner, QuickedException

pattern = "ACGT" # Pattern sequence
text = "ACTT"    # Text sequence
score = -1       # Alignment score
cigar = ""       # CIGAR string

try:
    aligner = QuickedAligner()    # Aligner object, with sensible default parameters
    # Without any extra configuration, the aligner will use the Quicked algorithm

    aligner.align(pattern, text)  # Align the sequences!

    score = aligner.getScore()    # Get the score
    cigar = aligner.getCigar()    # Get the CIGAR string
except QuickedException as e:
    print(e)

print(f"Score: {score}") # Print the score
print(f"Cigar: {cigar}") # Print the CIGAR string

QuickEd is actually a C library, and this package is it’s wrapper for Python. Check out QuickEd's GitHub for more code examples and more details on how QuickEd works.

Features

  • Calculates edit distance (Levenshtein distance).
  • It can find optimal alignment path (instructions on how to transform the first sequence into the second sequence).
  • Supports multiple alignment algorithms:
    • QuickEd
    • BandEd
    • WindowEd
  • Efficient implementation of the bound-and-align paradigm.
  • It scales to long and noisy sequences, even when finding an alignment path, while consuming very little memory thanks to the Hirschberg algorithm.

IMPORTANT! As QuickEd focuses on DNA sequence alignment, expected alphabet characters are limited to A, C, G, T, and N. However, no check is performed on the input sequences for performance reasons.

Installation

PyPI

QuickEd is available on PyPI, so you can install it using pip:

pip install quicked

Conda

Conda support is still in progress.

From source

To install the Python bindings from source, you can simply run pip install . from the root directory of the QuickEd repository. This will build and install the bindings for your current Python environment.

API

Take a look at basic.py for a minimal example.

QuickedAlgo

Enum that defines the alignment algorithm to use. The available algorithms are:

  • QUICKED: QuickEd algorithm (default)
  • BANDED: BandEd algorithm
  • WINDOWED: WindowEd algorithm
  • HIRSCHBERG: Hirschberg algorithm

QuickedAligner

This class defines an aligner object that can be used to perform sequence alignment. It is initialized with default parameters and can be configured using various setter methods.

aligner = QuickedAligner()

align(pattern, text)

Aligns the provided pattern and text according to the current parameters.

  • Parameters:
    • pattern (str): The pattern to be aligned.
    • text (str): The text to be aligned against.

setAlgorithm(algorithm)

Sets the algorithm to be used for alignment.

  • Parameters:
    • algorithm (QuickedAlgo): The alignment algorithm to use.

setOnlyScore(only_score)

Sets whether only the score should be computed.

  • Parameters:
    • only_score (bool): A boolean indicating if only the score should be computed.

setBandwidth(bandwidth)

Sets the bandwidth for BandEd alignment.

  • Parameters:
    • bandwidth (int): The bandwidth value to set.

setWindowSize(window_size)

Sets the window size for WindowEd alignment.

  • Parameters:
    • window_size (int): The window size value to set.

setOverlapSize(overlap_size)

Sets the overlap size for WindowEd alignment.

  • Parameters:
    • overlap_size (int): The overlap size value to set.

setForceScalar(force_scalar)

Forces scalar computation (i.e., no SIMD instructions).

  • Parameters:
    • force_scalar (bool): A boolean indicating whether to force scalar computation.

setHEWThreshold(hew_threshold)

Sets the HEW threshold.

  • Parameters:
    • hew_threshold (float): The HEW threshold value to set.

setHEWPercentage(hew_percentage)

Sets the HEW percentage.

  • Parameters:
    • hew_percentage (float): The HEW percentage value to set.

getScore()

Gets the alignment score.

  • Returns:
    • (float): The alignment score as a numeric value.

getCigar()

Gets the CIGAR string representing the alignment.

  • Returns:
    • (str): A string representing the alignment in CIGAR format.

Metadata

Release files for QuickEd 1.2

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for QuickEd 1.2
File Size Uploaded
quicked-1.2.tar.gz 5.3 MB Details

Built distributions (wheels)

Table of built distributions (wheels) for QuickEd 1.2
File
quicked-1.2-cp313-cp313-win_amd64.whl CPython 3.13 CPython 3.13 Windows x86-64 Details
quicked-1.2-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl CPython 3.13 CPython 3.13 Linux glibc 2.17+ x86-64 Details
quicked-1.2-cp313-cp313-macosx_11_0_arm64.whl CPython 3.13 CPython 3.13 macOS 11.0+ ARM64 Details
quicked-1.2-cp313-cp313-macosx_10_13_x86_64.whl CPython 3.13 CPython 3.13 macOS 10.13+ x86-64 Details
quicked-1.2-cp312-cp312-win_amd64.whl CPython 3.12 CPython 3.12 Windows x86-64 Details
quicked-1.2-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl CPython 3.12 CPython 3.12 Linux glibc 2.17+ x86-64 Details
quicked-1.2-cp312-cp312-macosx_11_0_arm64.whl CPython 3.12 CPython 3.12 macOS 11.0+ ARM64 Details
quicked-1.2-cp312-cp312-macosx_10_13_x86_64.whl CPython 3.12 CPython 3.12 macOS 10.13+ x86-64 Details
quicked-1.2-cp311-cp311-win_amd64.whl CPython 3.11 CPython 3.11 Windows x86-64 Details
quicked-1.2-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl CPython 3.11 CPython 3.11 Linux glibc 2.17+ x86-64 Details
quicked-1.2-cp311-cp311-macosx_11_0_arm64.whl CPython 3.11 CPython 3.11 macOS 11.0+ ARM64 Details
quicked-1.2-cp311-cp311-macosx_10_9_x86_64.whl CPython 3.11 CPython 3.11 macOS 10.9+ x86-64 Details
quicked-1.2-cp310-cp310-win_amd64.whl CPython 3.10 CPython 3.10 Windows x86-64 Details
quicked-1.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl CPython 3.10 CPython 3.10 Linux glibc 2.17+ x86-64 Details
quicked-1.2-cp310-cp310-macosx_11_0_arm64.whl CPython 3.10 CPython 3.10 macOS 11.0+ ARM64 Details
quicked-1.2-cp310-cp310-macosx_10_9_x86_64.whl CPython 3.10 CPython 3.10 macOS 10.9+ x86-64 Details
quicked-1.2-cp39-cp39-win_amd64.whl CPython 3.9 CPython 3.9 Windows x86-64 Details
quicked-1.2-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl CPython 3.9 CPython 3.9 Linux glibc 2.17+ x86-64 Details
quicked-1.2-cp39-cp39-macosx_11_0_arm64.whl CPython 3.9 CPython 3.9 macOS 11.0+ ARM64 Details
quicked-1.2-cp39-cp39-macosx_10_9_x86_64.whl CPython 3.9 CPython 3.9 macOS 10.9+ x86-64 Details
quicked-1.2-cp38-cp38-win_amd64.whl CPython 3.8 CPython 3.8 Windows x86-64 Details
quicked-1.2-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl CPython 3.8 CPython 3.8 Linux glibc 2.17+ x86-64 Details
quicked-1.2-cp38-cp38-macosx_11_0_arm64.whl CPython 3.8 CPython 3.8 macOS 11.0+ ARM64 Details
quicked-1.2-cp38-cp38-macosx_10_9_x86_64.whl CPython 3.8 CPython 3.8 macOS 10.9+ x86-64 Details

Total release size: 11.1 MB

Release files / quicked-1.2.tar.gz

Download URL quicked-1.2.tar.gz
Size 5.3 MB
Tags Source
SHA-256 checksum
How to use checksums
da5ec3e7f6c4567998208e240b858db99be43d3e5a6715ab99be21396f094dc3
BLAKE2b-256 checksum
How to use checksums
528ed4473ab6f473cdf0e6be430670c975009f0dfc380075007e39df63839bdc
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.12.9

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on May 5, 2025.

Transparency log

Release files / quicked-1.2-cp313-cp313-win_amd64.whl

Download URL quicked-1.2-cp313-cp313-win_amd64.whl
Size 195.8 kB
Tags CPython 3.13 Windows x86-64
SHA-256 checksum
How to use checksums
9e5a4671e6e37e0e822275755750a0880d78587766be20263c94be4c286e991c
BLAKE2b-256 checksum
How to use checksums
51585d312c8a5f920d7f13eba2c53d1a687ab9e42414f09a4cf45f8848392c8c
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.12.9

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on May 5, 2025.

Transparency log

Release files / quicked-1.2-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL quicked-1.2-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size 310.1 kB
Tags CPython 3.13 Linux glibc 2.17+ x86-64
SHA-256 checksum
How to use checksums
001a93508705f5a188621802b6a6c2121e0f0d98086079359a26c4f7020e456c
BLAKE2b-256 checksum
How to use checksums
1a8d6df35ca0f5d637c51c3c3fc90fdc7ff2c9b947b5def6866705ead9a2ee80
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.12.9

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on May 5, 2025.

Transparency log

Release files / quicked-1.2-cp313-cp313-macosx_11_0_arm64.whl

Download URL quicked-1.2-cp313-cp313-macosx_11_0_arm64.whl
Size 209.6 kB
Tags CPython 3.13 macOS 11.0+ ARM64
SHA-256 checksum
How to use checksums
2af4b19cc182c4dd5c4cfac09b4b323debb75f483ac5f94cd378b935d4a2be39
BLAKE2b-256 checksum
How to use checksums
bae1bfbfcc7b4746dcd62428c5b7e71d929002b8a69929515edad74b37eb289a
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.12.9

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on May 5, 2025.

Transparency log

Release files / quicked-1.2-cp313-cp313-macosx_10_13_x86_64.whl

Download URL quicked-1.2-cp313-cp313-macosx_10_13_x86_64.whl
Size 243.7 kB
Tags CPython 3.13 macOS 10.13+ x86-64
SHA-256 checksum
How to use checksums
080d2ae4065f02bbc9d27f9e630327989cd09ece2061432d67e220b442ab523c
BLAKE2b-256 checksum
How to use checksums
8b5b1d5db504a2a3c15d02d4e7ece1de69384e93063b1cd86f4918ed711a0897
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.12.9

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on May 5, 2025.

Transparency log

Release files / quicked-1.2-cp312-cp312-win_amd64.whl

Download URL quicked-1.2-cp312-cp312-win_amd64.whl
Size 195.7 kB
Tags CPython 3.12 Windows x86-64
SHA-256 checksum
How to use checksums
74b8aeb0ad3aa43ccfbd11a019f21e85328bbb7a067167e31071f756d9cd9c75
BLAKE2b-256 checksum
How to use checksums
f83a1864b0945530c66ee067d9749afe492d973ab27f408b98522178797fb4b1
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.12.9

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on May 5, 2025.

Transparency log

Release files / quicked-1.2-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL quicked-1.2-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size 310.2 kB
Tags CPython 3.12 Linux glibc 2.17+ x86-64
SHA-256 checksum
How to use checksums
3f1a9f35312f06291075ff8412b88106e19fbdc0e3ae9e71fbbcfb54ece0cb16
BLAKE2b-256 checksum
How to use checksums
cdf4bddeaa12bb6637f4d49197ab33b03bf572baec92494d0e9e7c6692d1033e
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.12.9

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on May 5, 2025.

Transparency log

Release files / quicked-1.2-cp312-cp312-macosx_11_0_arm64.whl

Download URL quicked-1.2-cp312-cp312-macosx_11_0_arm64.whl
Size 209.1 kB
Tags CPython 3.12 macOS 11.0+ ARM64
SHA-256 checksum
How to use checksums
0b0e1cff9938521667b83e40649c2fa2b62981a979d72db57af8fa4b9fee1c9e
BLAKE2b-256 checksum
How to use checksums
2f3b45441e6d134257e8a9693444eb820f26f0354756b592d5c61188271abec9
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.12.9

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on May 5, 2025.

Transparency log

Release files / quicked-1.2-cp312-cp312-macosx_10_13_x86_64.whl

Download URL quicked-1.2-cp312-cp312-macosx_10_13_x86_64.whl
Size 243.6 kB
Tags CPython 3.12 macOS 10.13+ x86-64
SHA-256 checksum
How to use checksums
a20f4093ec75d51b5c56708e487d7f29390697d26f4c3ee018933ca2b0657438
BLAKE2b-256 checksum
How to use checksums
6a092e7546b61f0b912a134bab865546d9632c27d9c9ef0fed5206bc2c0ac897
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.12.9

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on May 5, 2025.

Transparency log

Release files / quicked-1.2-cp311-cp311-win_amd64.whl

Download URL quicked-1.2-cp311-cp311-win_amd64.whl
Size 196.7 kB
Tags CPython 3.11 Windows x86-64
SHA-256 checksum
How to use checksums
3e8115c05ae03de8d409bd40d39b2dba97e2432fdea97a4cde7777096d02a730
BLAKE2b-256 checksum
How to use checksums
05ba1da8226b52c682ecfcd54e9c9bee43881f9a57251c9098972a5322e1ae2e
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.12.9

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on May 5, 2025.

Transparency log

Release files / quicked-1.2-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL quicked-1.2-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size 313.5 kB
Tags CPython 3.11 Linux glibc 2.17+ x86-64
SHA-256 checksum
How to use checksums
77a0a8e10810a256465dd4d0596675172627aaf15c8d8820ec6368ecb3ea7f45
BLAKE2b-256 checksum
How to use checksums
f11923c2004c14b311dbf80aa756ff2756baee8fdc98fc08023bd4502998fa00
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.12.9

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on May 5, 2025.

Transparency log

Release files / quicked-1.2-cp311-cp311-macosx_11_0_arm64.whl

Download URL quicked-1.2-cp311-cp311-macosx_11_0_arm64.whl
Size 209.3 kB
Tags CPython 3.11 macOS 11.0+ ARM64
SHA-256 checksum
How to use checksums
26001ae6e81bef7c9cb04f9f77472b96152f7eb8c03f08734303fa49853a3d55
BLAKE2b-256 checksum
How to use checksums
4ce3d2e8cc880ae998df96bf8fbdc0cd1477a3c8263b3e9b2bcefb4c5638ebf6
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.12.9

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on May 5, 2025.

Transparency log

Release files / quicked-1.2-cp311-cp311-macosx_10_9_x86_64.whl

Download URL quicked-1.2-cp311-cp311-macosx_10_9_x86_64.whl
Size 244.1 kB
Tags CPython 3.11 macOS 10.9+ x86-64
SHA-256 checksum
How to use checksums
dfafcff4f4321272c79c977579361f25a6997c13faebec50f5bce22aba22ea17
BLAKE2b-256 checksum
How to use checksums
3e300366a5b084039be629881a0f8537ac5e930d03c27538319160482351ca13
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.12.9

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on May 5, 2025.

Transparency log

Release files / quicked-1.2-cp310-cp310-win_amd64.whl

Download URL quicked-1.2-cp310-cp310-win_amd64.whl
Size 194.0 kB
Tags CPython 3.10 Windows x86-64
SHA-256 checksum
How to use checksums
c0350de39a17438c61cc518f4236136aa47d85d3bef1e131ccf5317ebed4f43c
BLAKE2b-256 checksum
How to use checksums
d0a837cfbc39865134dddac1c3e67b2098308d301d10f193a993d6b7ae62243a
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.12.9

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on May 5, 2025.

Transparency log

Release files / quicked-1.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL quicked-1.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size 310.3 kB
Tags CPython 3.10 Linux glibc 2.17+ x86-64
SHA-256 checksum
How to use checksums
ac28105f2e268b3d5b985c3127c5b234864bd1445e6375afcbb112d444a12117
BLAKE2b-256 checksum
How to use checksums
6e184a138f460cc25d5ce4c82ec6128ceda730f3b482c1a7fc362fdb45491384
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.12.9

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on May 5, 2025.

Transparency log

Release files / quicked-1.2-cp310-cp310-macosx_11_0_arm64.whl

Download URL quicked-1.2-cp310-cp310-macosx_11_0_arm64.whl
Size 206.5 kB
Tags CPython 3.10 macOS 11.0+ ARM64
SHA-256 checksum
How to use checksums
1b7c835ec17e623263cf9d2618267e1bc3eab03ebaaca302c18291c8aeeed82d
BLAKE2b-256 checksum
How to use checksums
f3f079a66b1b79df0deb1ed908628b08fa1d01c768706c46c30b816a7ec6e514
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.12.9

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on May 5, 2025.

Transparency log

Release files / quicked-1.2-cp310-cp310-macosx_10_9_x86_64.whl

Download URL quicked-1.2-cp310-cp310-macosx_10_9_x86_64.whl
Size 241.8 kB
Tags CPython 3.10 macOS 10.9+ x86-64
SHA-256 checksum
How to use checksums
4ee3084ab397b79812d48f1a8b06fce2ad5ab02ad3e980476dc18722b85a6da7
BLAKE2b-256 checksum
How to use checksums
51511969c61d06234df789b400b2dbbe8d9a89d22b2ad84305f608ab96020d49
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.12.9

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on May 5, 2025.

Transparency log

Release files / quicked-1.2-cp39-cp39-win_amd64.whl

Download URL quicked-1.2-cp39-cp39-win_amd64.whl
Size 193.8 kB
Tags CPython 3.9 Windows x86-64
SHA-256 checksum
How to use checksums
4e6869e3b6c21291aed120f21a9f12cc1c8b7bc1af1a686aaf979a063ccbc645
BLAKE2b-256 checksum
How to use checksums
52e718253e41d9d168520f2c3e956fb969cea4f48fd83e2dc366e0bdec2af9e5
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.12.9

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on May 5, 2025.

Transparency log

Release files / quicked-1.2-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL quicked-1.2-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size 310.8 kB
Tags CPython 3.9 Linux glibc 2.17+ x86-64
SHA-256 checksum
How to use checksums
0d8057ac3de213c8e1865f2b9927fc9aae2d512d5be2fec527abddc02d35e13b
BLAKE2b-256 checksum
How to use checksums
bccecd4200fe258fb7be34a45c8fb49693b6ce57f6105009e0c4f868ca294546
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.12.9

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on May 5, 2025.

Transparency log

Release files / quicked-1.2-cp39-cp39-macosx_11_0_arm64.whl

Download URL quicked-1.2-cp39-cp39-macosx_11_0_arm64.whl
Size 206.7 kB
Tags CPython 3.9 macOS 11.0+ ARM64
SHA-256 checksum
How to use checksums
672f5a97198a833a817e8d49f39b6c097cc18ccaffd2707e26dce932a3550d26
BLAKE2b-256 checksum
How to use checksums
30af2c860a35e182e65fa9cc7c3311a1a65dae59a18654d29477957f57238d9d
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.12.9

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on May 5, 2025.

Transparency log

Release files / quicked-1.2-cp39-cp39-macosx_10_9_x86_64.whl

Download URL quicked-1.2-cp39-cp39-macosx_10_9_x86_64.whl
Size 241.9 kB
Tags CPython 3.9 macOS 10.9+ x86-64
SHA-256 checksum
How to use checksums
4eecf3e052483bc4b494bed44b0e94043096f4012bd04fdf0e75e255a6afafab
BLAKE2b-256 checksum
How to use checksums
7e0ef1fde29bb40b00c60851861431cf906f9822b2db3e6dcb93e56a2b8c3b47
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.12.9

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on May 5, 2025.

Transparency log

Release files / quicked-1.2-cp38-cp38-win_amd64.whl

Download URL quicked-1.2-cp38-cp38-win_amd64.whl
Size 193.5 kB
Tags CPython 3.8 Windows x86-64
SHA-256 checksum
How to use checksums
cc2fd18536b3a6ee8c726c8d119eb6b757219110e839d6b30c4a33998115077d
BLAKE2b-256 checksum
How to use checksums
7d33d00c6f951c4898f5c4f187e057094c6f13f4c007587fa1568f75f5b6b383
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.12.9

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on May 5, 2025.

Transparency log

Release files / quicked-1.2-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL quicked-1.2-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size 310.3 kB
Tags CPython 3.8 Linux glibc 2.17+ x86-64
SHA-256 checksum
How to use checksums
532d5062ebd95ab89ab797fcf713b822f807d99e3a31b16fff99c3e34e6a44bd
BLAKE2b-256 checksum
How to use checksums
d24a9d7d8ecedf19ca06ba89aa4cf95c41065930751a9abb225edce8e2fcf2ea
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.12.9

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on May 5, 2025.

Transparency log

Release files / quicked-1.2-cp38-cp38-macosx_11_0_arm64.whl

Download URL quicked-1.2-cp38-cp38-macosx_11_0_arm64.whl
Size 206.3 kB
Tags CPython 3.8 macOS 11.0+ ARM64
SHA-256 checksum
How to use checksums
5978877f0e4b725408a748be68d6462785a036e9c31750ae2a110fdd15ab1639
BLAKE2b-256 checksum
How to use checksums
a7c26265ca739be96535b1e8c4c92795dc31f01a0c00b3c0d615f1bd483f9dc1
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.12.9

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on May 5, 2025.

Transparency log

Release files / quicked-1.2-cp38-cp38-macosx_10_9_x86_64.whl

Download URL quicked-1.2-cp38-cp38-macosx_10_9_x86_64.whl
Size 241.3 kB
Tags CPython 3.8 macOS 10.9+ x86-64
SHA-256 checksum
How to use checksums
1782510caf3e0da7dbd2c59b49c18cb6a00a262a55a4a3cc05d22d7f14e1da06
BLAKE2b-256 checksum
How to use checksums
d271a54458dcbe2b07d814867f2bfc0c7dc89fc145b6989fddea87f9e8eb212b
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.12.9

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on May 5, 2025.

Transparency log

Release history Release notifications | RSS feed

This release

1.2 This release

25 release files

Anthropic, PBC Visionary sponsor Bloomberg Visionary sponsor Hudson River Trading Visionary sponsor Meta Visionary sponsor NVIDIA Visionary sponsor Microsoft Sustainability sponsor Depot Continuous Integration AWS Cloud computing and Security Sponsor Datadog Monitoring Fastly CDN Google Download Analytics Sentry Error logging StatusPage Status page