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SANDWORM_MODE: Shai-Hulud-Style npm Worm Hijacks CI Workflows and Poisons AI Toolchains
An emerging npm supply chain attack that infects repos, steals CI secrets, and targets developer AI toolchains for further compromise.
bionumpy
Advanced tools
.. image:: https://img.shields.io/pypi/v/bionumpy.svg :target: https://pypi.python.org/pypi/bionumpy
.. image:: https://github.com/bionumpy/bionumpy/actions/workflows/python-install-and-test.yml/badge.svg :target: https://github.com/bionumpy/bionumpy/actions/ :alt: Build and test status
.. image:: https://github.com/bionumpy/bionumpy/actions/workflows/benchmarking_big.yml/badge.svg :target: https://github.com/bionumpy/bionumpy/blob/benchmarks/benchmarks/report_big.md :alt: Benchmarks
Documentation: https://bionumpy.github.io/bionumpy/ <https://bionumpy.github.io/bionumpy/>_
BioNumPy is a Python library, built on top of NumPy, for enabling array programming on biological datasets in Python. BioNumPy aims to make it easy to read common bioinformatics file formats efficiently into NumPy-like data structures that enable efficient operations and analysis of the data. Working in BioNumPy should feel much like working in NumPy.
Install with pip:
$ pip install bionumpy
Import BioNumPy and read your data, e.g.:
import bionumpy as bnp import numpy as np f = bnp.open("example_data/big.fq.gz")
chunk contains the sequences of reads and NumPy-functions can be used
for chunk in f: ... print(np.sum(chunk.sequence == "G")) 53686
Check out the getting started guide and various tutorials in the documentation <https://bionumpy.github.io/bionumpy/>_.
You can also find the latest version of the BioNumPy manuscript here <https://github.com/bionumpy/bionumpy/blob/manuscript/bionumpymanuscript.pdf>_.
FAQs
Library for working with biological sequence data as numpy arrays.
We found that bionumpy demonstrated a healthy version release cadence and project activity because the last version was released less than a year ago. It has 1 open source maintainer collaborating on the project.
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Research
An emerging npm supply chain attack that infects repos, steals CI secrets, and targets developer AI toolchains for further compromise.

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