Utilities for BiocPy
Motivation
This repository contains a variety of simple utilities for the BiocPy project, mostly convenient aspects of R that aren't provided by base Python. The aim is to simplify development of higher-level packages like scranpy and singler that would otherwise have to implement these methods individually.
Available utilities
match
import biocutils
biocutils.match(["A", "C", "E"], ["A", "B", "C", "D", "E"])
## [0, 2, 4]
factor
import biocutils
biocutils.factorize(["A", "B", "B", "A", "C", "D", "C", "D"])
## (['A', 'B', 'C', 'D'], [0, 1, 1, 0, 2, 3, 2, 3])
intersect
import biocutils
biocutils.intersect(["A", "B", "C", "D"], ["D", "A", "E"])
## ['A', 'D']
union
import biocutils
biocutils.union(["A", "B", "C", "D"], ["D", "A", "E"])
## ['A', 'B', 'C', 'D', 'E']
subset
import biocutils
biocutils.subset(["A", "B", "C", "D", "E"], [0, 2, 4])
## ['A', 'C', 'E']
import numpy as np
y = np.array([10, 20, 30, 40, 50])
biocutils.subset(y, [0, 2, 4])
## array([10, 30, 50])
is_list_of_type
Checks if all elements of a list or tuple are of the same type.
import biocutils
import numpy as np
x = [np.random.rand(3), np.random.rand(3, 2)]
biocutils.is_list_of_type(x, np.ndarray)
## True
and many more. Check out the documentation for more information.
Metadata
Release files for biocutils 0.5.1
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | Provenance | Actions |
|---|---|---|---|---|
| biocutils-0.5.1.tar.gz | 61.6 kB | With provenance | Details for biocutils-0.5.1.tar.gz |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Actions Reset |
|---|---|---|---|---|
| biocutils-0.5.1-py3-none-any.whl | Python 3 | none | any | Details for biocutils-0.5.1-py3-none-any.whl |
Total release size: 121.4 kB
Release files / biocutils-0.5.1.tar.gz
| Download URL | biocutils-0.5.1.tar.gz |
|---|---|
| Size | 61.6 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
c08b74cfb7fdaf166d1e3e2aba9942d7432864ecca62a3c3d5c7ded135efa127
|
|
BLAKE2b-256 checksum How to use checksums |
fe6e32892d458e72c76ae5a313aedd11ef9e5fa2a99d836a917fbfd174590195
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
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 Nov 2, 2026.
Transparency logRelease files / biocutils-0.5.1-py3-none-any.whl
| Download URL | biocutils-0.5.1-py3-none-any.whl |
|---|---|
| Size | 59.8 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
f1bab95640504531e65aecbf28a3cf403296ca240452e1fa14d69d589360c5c5
|
|
BLAKE2b-256 checksum How to use checksums |
9024e0f4e1e52d6cc9e6bb636a6834492978f6970cabc72d28f89c149b9895f5
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
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 Nov 2, 2026.
Transparency logSecurity for biocutils 0.5.1
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.
Full provenance
All 2 files in this release have been uploaded with provenance metadata.
Attestation for biocutils-0.5.1.tar.gz
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 Nov 2, 2026.
Transparency logA note on package security
PyPI is a repository for distributing packages, not a service for auditing them. While third-party security researchers and our staff do their best to detect and remove malicious packages, PyPI cannot guarantee the quality, security or suitability of any given package.
To learn more about protecting yourself from malicious actors, visit our package security documentation.