libb-util
Python utility library with Rust-accelerated functions for text processing, iteration, dictionary sorting, and number parsing.
pip install libb-util
Quick Reference
from libb import Setting, compose, attrdict, timeout
from libb import multikeysort, numify, parse
# Configuration with dot notation
config = Setting()
config.database.host = 'localhost'
config.lock()
# Function composition
add_then_multiply = compose(lambda x: x * 2, lambda x: x + 1)
result = add_then_multiply(5) # (5 + 1) * 2 = 12
# Attribute dictionary
d = attrdict(x=10, y=20)
print(d.x) # 10
# Timeout decorator
@timeout(5)
def slow_function():
pass
Installation
pip install libb-util
# With extras
pip install "libb-util[pandas,text,web,math]"
Available Extras
| Extra | Description |
|---|---|
pandas |
DataFrame utilities with pyarrow |
text |
Text processing (ftfy, rapidfuzz, chardet) |
web |
Web frameworks (Flask, Twisted, web.py) |
math |
Matplotlib charting |
ldapauth |
Active Directory LDAPS authentication (ldap3) |
tokenauth |
DynamoDB-backed API token registry (boto3) |
test |
Testing tools (pytest, asserts) |
docs |
Sphinx documentation |
Core Modules
Configuration
| Function/Class | Description |
|---|---|
Setting() |
Hierarchical config with dot notation and locking |
attrdict(**kw) |
Dict with attribute access |
dictobj(**kw) |
Immutable dict with attribute access |
Function Utilities
| Function | Description |
|---|---|
compose(*funcs) |
Right-to-left function composition |
timeout(seconds) |
Decorator to limit function execution time |
retry(tries, delay) |
Decorator for retry with exponential backoff |
memoize(func) |
Cache function results |
once(func) |
Execute function only once |
Dictionary Operations (Rust-accelerated)
| Function | Description |
|---|---|
multikeysort(items, columns) |
Sort list of dicts by multiple keys |
numify(val, to=int) |
Convert string to number with format handling |
parse(s) |
Extract number from string |
# Rust-accelerated sorting
data = [{'name': 'Alice', 'age': 30}, {'name': 'Bob', 'age': 25}]
multikeysort(data, ['age', '-name']) # Sort by age asc, name desc
# Number parsing handles accounting formats
parse('1,200') # 1200
parse('(500)') # -500 (accounting negative)
parse('100.5%') # 100.5
Iteration (Rust-accelerated)
| Function | Description |
|---|---|
chunked(iterable, n) |
Split into chunks of size n |
collapse(*args) |
Recursively flatten nested lists/tuples ⚡ |
backfill(values) |
Fill None values with last non-None ⚡ |
backfill_iterdict(iterdict) |
Back-fill dicts with latest values per key ⚡ |
same_order(ref, comp) |
Check if elements appear in same order ⚡ |
unique(iterable) |
Unique items preserving order |
⚡ = Rust-accelerated
Text Processing (Rust-accelerated)
| Function | Description |
|---|---|
sanitize_vulgar_string(s) |
Replace vulgar fractions with decimals ⚡ |
uncamel(camel) |
Convert CamelCase to snake_case ⚡ |
underscore_to_camelcase(s) |
Convert snake_case to camelCase ⚡ |
normalize(text) |
Unicode normalization |
slugify(text) |
URL-safe slug |
strip_html(text) |
Remove HTML tags |
truncate(text, length) |
Truncate with ellipsis |
⚡ = Rust-accelerated
I/O and Paths
| Function | Description |
|---|---|
ensure_dir(path) |
Create directory if not exists |
safe_filename(name) |
Sanitize filename |
temp_file(**kw) |
Context manager for temp files |
atomic_write(path) |
Atomic file write context |
Concurrency
| Function | Description |
|---|---|
threaded(func) |
Run function in thread |
parallel_map(func, items) |
Parallel execution |
Semaphore(n) |
Limit concurrent access |
Process Management
| Function | Description |
|---|---|
run_cmd(cmd) |
Execute shell command |
is_running(pid) |
Check if process exists |
kill_tree(pid) |
Kill process and children |
Classes
OrderedSet
Set that maintains insertion order:
from libb import OrderedSet
s = OrderedSet([1, 2, 3, 2, 1])
list(s) # [1, 2, 3]
Heap
Min/max heap implementations:
from libb import MinHeap, MaxHeap
h = MinHeap([3, 1, 4, 1, 5])
h.pop() # 1
Documentation
Full documentation at bissli.github.io/libb-util:
Development
# Install dev dependencies
pip install -e ".[test,docs]"
# Build Rust extension
maturin develop
# Run tests
pytest
License
See LICENSE file.
1 maintainer
Metadata
1 maintainer
Release files for libb-util 0.0.51
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| libb_util-0.0.51.tar.gz | 120.9 kB | Details |
Built distributions (wheels)
Total release size: 32.7 MB
Release files / libb_util-0.0.51.tar.gz
| Download URL | libb_util-0.0.51.tar.gz |
|---|---|
| Size | 120.9 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
4b70580f3286e4d4dde37271c508d6c89bd91a9a2f6a1d8ff9fbac4868b11c7d
|
|
BLAKE2b-256 checksum How to use checksums |
4a23f7efe22818eb0baddd8568b6a581f5ef46872e33e258e18a13d552b01364
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
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 Aug 26, 2026.
Transparency logRelease files / libb_util-0.0.51-cp314-cp314-win_amd64.whl
| Download URL | libb_util-0.0.51-cp314-cp314-win_amd64.whl |
|---|---|
| Size | 839.1 kB |
| Tags | CPython 3.14 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
4820ae3888076bb77fd83fedc1f0f33a0a7166bdf3b0d01c56a0ffb09893779e
|
|
BLAKE2b-256 checksum How to use checksums |
2a8a620a552f64bbfe96c9a5629f30f1a9f1a98acf458e87c04e5840fa711559
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
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 Aug 26, 2026.
Transparency logRelease files / libb_util-0.0.51-cp314-cp314-musllinux_1_1_x86_64.whl
| Download URL | libb_util-0.0.51-cp314-cp314-musllinux_1_1_x86_64.whl |
|---|---|
| Size | 1.1 MB |
| Tags | CPython 3.14 Linux musl 1.1+ x86-64 |
|
SHA-256 checksum How to use checksums |
62571ed461210d388fdb8fb008694f3cdbc0352ef00347935e90f92dd940d78b
|
|
BLAKE2b-256 checksum How to use checksums |
fa2870ba76157048b997ad04a1dd0f6ac6eed312731880cedd364e5a1a7c8953
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
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 Aug 26, 2026.
Transparency logRelease files / libb_util-0.0.51-cp314-cp314-musllinux_1_1_aarch64.whl
| Download URL | libb_util-0.0.51-cp314-cp314-musllinux_1_1_aarch64.whl |
|---|---|
| Size | 1.1 MB |
| Tags | CPython 3.14 Linux musl 1.1+ ARM64 |
|
SHA-256 checksum How to use checksums |
2211c82520324a0cc4a91d05a813b33bcfa9eaf19555254706f6af19803e767b
|
|
BLAKE2b-256 checksum How to use checksums |
7d8ab141e406e4ea8b3b4833f420d0bbc6a2d0fd5a3006904ac8e8edd6e1fa96
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
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 Aug 26, 2026.
Transparency logRelease files / libb_util-0.0.51-cp314-cp314-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | libb_util-0.0.51-cp314-cp314-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
|---|---|
| Size | 916.9 kB |
| Tags | CPython 3.14 Linux glibc 2.17+ x86-64 |
|
SHA-256 checksum How to use checksums |
4dc4bbae94a5830dfd9c29d1609b654fd863932ce099de5e021a54c5b09e7462
|
|
BLAKE2b-256 checksum How to use checksums |
1f2f3d6fcd776af4c13cac3bec6a4681bea4d3354d4e30cd35d7c9efa2fe6c32
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
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 Aug 26, 2026.
Transparency logRelease files / libb_util-0.0.51-cp314-cp314-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
| Download URL | libb_util-0.0.51-cp314-cp314-manylinux_2_17_aarch64.manylinux2014_aarch64.whl |
|---|---|
| Size | 871.5 kB |
| Tags | CPython 3.14 Linux glibc 2.17+ ARM64 |
|
SHA-256 checksum How to use checksums |
3afbc3c6f5f834674448297f063d72e22c221003fe46fc52301c231e33c5d1a9
|
|
BLAKE2b-256 checksum How to use checksums |
0af34bfa34e1e2653cab71a126e5c3541e3250035b52b012ec687ff1ceb1c5df
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
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 Aug 26, 2026.
Transparency logRelease files / libb_util-0.0.51-cp314-cp314-macosx_11_0_arm64.whl
| Download URL | libb_util-0.0.51-cp314-cp314-macosx_11_0_arm64.whl |
|---|---|
| Size | 826.5 kB |
| Tags | CPython 3.14 macOS 11.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
f80efff55b6e6b2ab0ca1e6e29b7cd248aa6aab8e9cb5f3c9f59a785c78c4f32
|
|
BLAKE2b-256 checksum How to use checksums |
e8cb365f7c22db0c16b9857319a11bd3df50419708c53e7885359f294dc2242f
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
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 Aug 26, 2026.
Transparency logRelease files / libb_util-0.0.51-cp314-cp314-macosx_10_12_x86_64.whl
| Download URL | libb_util-0.0.51-cp314-cp314-macosx_10_12_x86_64.whl |
|---|---|
| Size | 876.6 kB |
| Tags | CPython 3.14 macOS 10.12+ x86-64 |
|
SHA-256 checksum How to use checksums |
a7bda9722c5403fd4988988ca1e364566f7c019e0027a635e15f82acb68c5e54
|
|
BLAKE2b-256 checksum How to use checksums |
33d5ce333b0f23235861184da9561a183c879fa566def11df9a8bd4c48361308
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
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 Aug 26, 2026.
Transparency logRelease files / libb_util-0.0.51-cp313-cp313-win_amd64.whl
| Download URL | libb_util-0.0.51-cp313-cp313-win_amd64.whl |
|---|---|
| Size | 839.2 kB |
| Tags | CPython 3.13 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
3ad4982df4d7531d2cdeaf773fb6c36ce3f29dbe557f7bb917a75c9585f4a6c7
|
|
BLAKE2b-256 checksum How to use checksums |
6fb2c0e980fc5703acc72f32ec9a2ad1363ccac90ad7b9f4a8140c9ef9f7c154
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
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 Aug 26, 2026.
Transparency logRelease files / libb_util-0.0.51-cp313-cp313-musllinux_1_1_x86_64.whl
| Download URL | libb_util-0.0.51-cp313-cp313-musllinux_1_1_x86_64.whl |
|---|---|
| Size | 1.1 MB |
| Tags | CPython 3.13 Linux musl 1.1+ x86-64 |
|
SHA-256 checksum How to use checksums |
0a5ba166389b501a6edb95f02e3fe083b876bccf25e98aaa2c5751e99c62eab2
|
|
BLAKE2b-256 checksum How to use checksums |
863c4ac0db47b98878c73f8a50943d60d093b1668067e7b23cee9db0ef931897
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
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 Aug 26, 2026.
Transparency logRelease files / libb_util-0.0.51-cp313-cp313-musllinux_1_1_aarch64.whl
| Download URL | libb_util-0.0.51-cp313-cp313-musllinux_1_1_aarch64.whl |
|---|---|
| Size | 1.1 MB |
| Tags | CPython 3.13 Linux musl 1.1+ ARM64 |
|
SHA-256 checksum How to use checksums |
c08f14f1f876799c7563e4984d8a312222dd2de5e3e9d4ce7ee1a627514ef60a
|
|
BLAKE2b-256 checksum How to use checksums |
7e259981d5f6aacff7b4938318159c15ae5aa8879ffbe1b04a017092eebff3c3
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
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 Aug 26, 2026.
Transparency logRelease files / libb_util-0.0.51-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | libb_util-0.0.51-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
|---|---|
| Size | 916.4 kB |
| Tags | CPython 3.13 Linux glibc 2.17+ x86-64 |
|
SHA-256 checksum How to use checksums |
21c46ba3a463826d316432dde3768875efd623604cce6f1e56419bf90aef9304
|
|
BLAKE2b-256 checksum How to use checksums |
71c149b52d0592630279d7bff254e08753dfc82343dbe15512f2bc47b351da6f
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
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 Aug 26, 2026.
Transparency logRelease files / libb_util-0.0.51-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
| Download URL | libb_util-0.0.51-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl |
|---|---|
| Size | 871.2 kB |
| Tags | CPython 3.13 Linux glibc 2.17+ ARM64 |
|
SHA-256 checksum How to use checksums |
2a785f21a965a6ccfc3779356d61ab07b92433394fb448c8c5a0c54f7a08e52c
|
|
BLAKE2b-256 checksum How to use checksums |
eff210f45e583c95140e4c030d1eb4758480972a5f2062ea7f02ecda933f5e1a
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
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 Aug 26, 2026.
Transparency logRelease files / libb_util-0.0.51-cp313-cp313-macosx_11_0_arm64.whl
| Download URL | libb_util-0.0.51-cp313-cp313-macosx_11_0_arm64.whl |
|---|---|
| Size | 826.4 kB |
| Tags | CPython 3.13 macOS 11.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
150f1601501ed6e288df50e8d41c1bfd5b84423a2ff6ac72e722e33cec33d93e
|
|
BLAKE2b-256 checksum How to use checksums |
d3bd1bbc32e284bfc08c9da98ed2806602cf383a658b58ba670eeffddedec6e2
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
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 Aug 26, 2026.
Transparency logRelease files / libb_util-0.0.51-cp313-cp313-macosx_10_12_x86_64.whl
| Download URL | libb_util-0.0.51-cp313-cp313-macosx_10_12_x86_64.whl |
|---|---|
| Size | 876.3 kB |
| Tags | CPython 3.13 macOS 10.12+ x86-64 |
|
SHA-256 checksum How to use checksums |
7d7767c5db2c942a79af85d4eed02a520fe58b17334dbd85cd2fa2cad50f4e60
|
|
BLAKE2b-256 checksum How to use checksums |
3f4aacf1f91750a24a661eb2a5f6f78fa5edda4527943a97421c4eda3ad38148
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
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 Aug 26, 2026.
Transparency logRelease files / libb_util-0.0.51-cp312-cp312-win_amd64.whl
| Download URL | libb_util-0.0.51-cp312-cp312-win_amd64.whl |
|---|---|
| Size | 839.5 kB |
| Tags | CPython 3.12 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
bffceb3deee21523db8c4d18eaabbbe8091ce2bd6733a9668890787371c981e5
|
|
BLAKE2b-256 checksum How to use checksums |
bfe0811bf138083a87381fd470d4bccf25ba63fba24a0f5011cc3da884054399
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
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 Aug 26, 2026.
Transparency logRelease files / libb_util-0.0.51-cp312-cp312-musllinux_1_1_x86_64.whl
| Download URL | libb_util-0.0.51-cp312-cp312-musllinux_1_1_x86_64.whl |
|---|---|
| Size | 1.1 MB |
| Tags | CPython 3.12 Linux musl 1.1+ x86-64 |
|
SHA-256 checksum How to use checksums |
01c14f8618315fab9629699be619ff6e07f777d46a97cf9ce99f55503257f2bd
|
|
BLAKE2b-256 checksum How to use checksums |
2c72996eee92580270d7d9fc7c713b9571c84508324136395a68a9e08d3dcf69
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
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 Aug 26, 2026.
Transparency logRelease files / libb_util-0.0.51-cp312-cp312-musllinux_1_1_aarch64.whl
| Download URL | libb_util-0.0.51-cp312-cp312-musllinux_1_1_aarch64.whl |
|---|---|
| Size | 1.1 MB |
| Tags | CPython 3.12 Linux musl 1.1+ ARM64 |
|
SHA-256 checksum How to use checksums |
a772c7e185913e7aca8caf2c1c732915e22094e35dd023cc7b96bd733c0f42f7
|
|
BLAKE2b-256 checksum How to use checksums |
9a5e51c84b51572a657043f13d707f496af673f9fd6bb537a2c2137405d73079
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
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 Aug 26, 2026.
Transparency logRelease files / libb_util-0.0.51-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | libb_util-0.0.51-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
|---|---|
| Size | 916.6 kB |
| Tags | CPython 3.12 Linux glibc 2.17+ x86-64 |
|
SHA-256 checksum How to use checksums |
08e45f363b1bf446352aacf65e457b183651312010413ea475caac002154e435
|
|
BLAKE2b-256 checksum How to use checksums |
bb537f817289ec435f072439697e4b51345337c6d693ab284d6d5bdd77859adc
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
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 Aug 26, 2026.
Transparency logRelease files / libb_util-0.0.51-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
| Download URL | libb_util-0.0.51-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl |
|---|---|
| Size | 871.3 kB |
| Tags | CPython 3.12 Linux glibc 2.17+ ARM64 |
|
SHA-256 checksum How to use checksums |
cff0bda871977d5c78e4cf78bba54081220304d62404dbdad00502e025f73f6c
|
|
BLAKE2b-256 checksum How to use checksums |
cb6a28665dccf6cd0def43d7540d4520ade40015ad1d2bbf745f0188b1a0b1df
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
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 Aug 26, 2026.
Transparency logRelease files / libb_util-0.0.51-cp312-cp312-macosx_11_0_arm64.whl
| Download URL | libb_util-0.0.51-cp312-cp312-macosx_11_0_arm64.whl |
|---|---|
| Size | 826.7 kB |
| Tags | CPython 3.12 macOS 11.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
e24b3f07fc4b498def2ac1cb5c72d88aee8cf0aa12310c5bfa50c7973730ccb9
|
|
BLAKE2b-256 checksum How to use checksums |
7e5f3afca25ebb918f0dedda667b940a0340684240680f5b6b3ec983d6e1cd3b
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
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 Aug 26, 2026.
Transparency logRelease files / libb_util-0.0.51-cp312-cp312-macosx_10_12_x86_64.whl
| Download URL | libb_util-0.0.51-cp312-cp312-macosx_10_12_x86_64.whl |
|---|---|
| Size | 876.5 kB |
| Tags | CPython 3.12 macOS 10.12+ x86-64 |
|
SHA-256 checksum How to use checksums |
9534c4207c3f65a679db6b20aed87ce088695f97db2f4d68a43f33defb3e1340
|
|
BLAKE2b-256 checksum How to use checksums |
98316c67fd94eefca897e5f360a455a4d4213c21579e2d64f17349d4107361da
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
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 Aug 26, 2026.
Transparency logRelease files / libb_util-0.0.51-cp311-cp311-win_amd64.whl
| Download URL | libb_util-0.0.51-cp311-cp311-win_amd64.whl |
|---|---|
| Size | 841.4 kB |
| Tags | CPython 3.11 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
fd705e321376bb1de11cb7621dea92dd66b79481cebb1171dd2fc8038c5e8685
|
|
BLAKE2b-256 checksum How to use checksums |
5664daada3fb4875851a01cc99232427d93e882eeab8bc73fc72fcfa50bae8da
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
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 Aug 26, 2026.
Transparency logRelease files / libb_util-0.0.51-cp311-cp311-musllinux_1_1_x86_64.whl
| Download URL | libb_util-0.0.51-cp311-cp311-musllinux_1_1_x86_64.whl |
|---|---|
| Size | 1.1 MB |
| Tags | CPython 3.11 Linux musl 1.1+ x86-64 |
|
SHA-256 checksum How to use checksums |
2297e4d5197f2bb0c3ebe6d1d36ade8ccee3d4cb9a724d5a15a7d64954982b91
|
|
BLAKE2b-256 checksum How to use checksums |
f9b1de32a31bbe171279b36ba39abafc101216ed44f34427000928669f4abe63
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
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 Aug 26, 2026.
Transparency logRelease files / libb_util-0.0.51-cp311-cp311-musllinux_1_1_aarch64.whl
| Download URL | libb_util-0.0.51-cp311-cp311-musllinux_1_1_aarch64.whl |
|---|---|
| Size | 1.1 MB |
| Tags | CPython 3.11 Linux musl 1.1+ ARM64 |
|
SHA-256 checksum How to use checksums |
354303bc37fcccfd3525fc297281128df300a3ea46ca0feaef68f396f58840f4
|
|
BLAKE2b-256 checksum How to use checksums |
144c5632c68b76c75956b1fd372e0e72034b6f4904ebc24871550fc6b0d51ff0
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
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 Aug 26, 2026.
Transparency logRelease files / libb_util-0.0.51-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | libb_util-0.0.51-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
|---|---|
| Size | 917.3 kB |
| Tags | CPython 3.11 Linux glibc 2.17+ x86-64 |
|
SHA-256 checksum How to use checksums |
71309fd67f2ae01361d1f770d8b832be197b0efe3ee99a8abe85a74e04c5c67c
|
|
BLAKE2b-256 checksum How to use checksums |
deb803e38b69b242a525ca20bc63ca52ea680148ba76dae98b266e3826aeb9c8
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
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 Aug 26, 2026.
Transparency logRelease files / libb_util-0.0.51-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
| Download URL | libb_util-0.0.51-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl |
|---|---|
| Size | 872.7 kB |
| Tags | CPython 3.11 Linux glibc 2.17+ ARM64 |
|
SHA-256 checksum How to use checksums |
ec2b7e852e60367300c9d67ee5151b5b5ab420a97a9cac5deaa73d4305ad7399
|
|
BLAKE2b-256 checksum How to use checksums |
f4354506b8b57f6a6472334fe1e0b1a58c70377cde24d99002daa3f9c90f9deb
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
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 Aug 26, 2026.
Transparency logRelease files / libb_util-0.0.51-cp311-cp311-macosx_11_0_arm64.whl
| Download URL | libb_util-0.0.51-cp311-cp311-macosx_11_0_arm64.whl |
|---|---|
| Size | 828.6 kB |
| Tags | CPython 3.11 macOS 11.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
4c7d5d7ec34a7cbce9f1f13567b5978859fff511cac8dd7828c880654b97c6d0
|
|
BLAKE2b-256 checksum How to use checksums |
f2f6760ea87c59361ec8e393bdd508972d67499e93d28719649b98d9871bbad7
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
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 Aug 26, 2026.
Transparency logRelease files / libb_util-0.0.51-cp311-cp311-macosx_10_12_x86_64.whl
| Download URL | libb_util-0.0.51-cp311-cp311-macosx_10_12_x86_64.whl |
|---|---|
| Size | 874.2 kB |
| Tags | CPython 3.11 macOS 10.12+ x86-64 |
|
SHA-256 checksum How to use checksums |
e4f16db8d2e21537564e825d83e88486dda497725607a49283d868fadfe50ef1
|
|
BLAKE2b-256 checksum How to use checksums |
fbb72576e92939b7cd73b503580df87f4612bdb04a1eab39675e0e7ba0467023
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
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 Aug 26, 2026.
Transparency logRelease files / libb_util-0.0.51-cp310-cp310-win_amd64.whl
| Download URL | libb_util-0.0.51-cp310-cp310-win_amd64.whl |
|---|---|
| Size | 841.6 kB |
| Tags | CPython 3.10 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
25361af59762bb87d0d03bdc2cede18bf65100f82cc6b55b4bd5cbfc2459d8b6
|
|
BLAKE2b-256 checksum How to use checksums |
665527de62a4657e50d362a4eba49cdf602ec3d356e3e176b2e4201acf6b40ea
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
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 Aug 26, 2026.
Transparency logRelease files / libb_util-0.0.51-cp310-cp310-musllinux_1_1_x86_64.whl
| Download URL | libb_util-0.0.51-cp310-cp310-musllinux_1_1_x86_64.whl |
|---|---|
| Size | 1.1 MB |
| Tags | CPython 3.10 Linux musl 1.1+ x86-64 |
|
SHA-256 checksum How to use checksums |
43934cce2655ce915f2cee1a5cc20592e61d5e53d31c88e7bb59878c30475a1b
|
|
BLAKE2b-256 checksum How to use checksums |
40a9378657f56f50110bde09e24ce1513d61f2f9eec277e850f6e5e15d8d6fff
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
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 Aug 26, 2026.
Transparency logRelease files / libb_util-0.0.51-cp310-cp310-musllinux_1_1_aarch64.whl
| Download URL | libb_util-0.0.51-cp310-cp310-musllinux_1_1_aarch64.whl |
|---|---|
| Size | 1.1 MB |
| Tags | CPython 3.10 Linux musl 1.1+ ARM64 |
|
SHA-256 checksum How to use checksums |
5eae32fc4482240492e8dffb1a8cee3c3d8ada9f31fd87bb3ddcabb3d531a00b
|
|
BLAKE2b-256 checksum How to use checksums |
0a6e40b14936715f4afb107c6000943cefe9d8342e169838c35bbf74e2eccba4
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
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 Aug 26, 2026.
Transparency logRelease files / libb_util-0.0.51-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | libb_util-0.0.51-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
|---|---|
| Size | 917.5 kB |
| Tags | CPython 3.10 Linux glibc 2.17+ x86-64 |
|
SHA-256 checksum How to use checksums |
f859765d04f2e0f144ed75d3752c105ba8c50829cceb27e035db7b8ab2c34541
|
|
BLAKE2b-256 checksum How to use checksums |
9677ef0712cdeeb053acc0a09d185ab4c36dd226600e96bb45c2e3a8ef68ced9
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
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 Aug 26, 2026.
Transparency logRelease files / libb_util-0.0.51-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
| Download URL | libb_util-0.0.51-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl |
|---|---|
| Size | 872.9 kB |
| Tags | CPython 3.10 Linux glibc 2.17+ ARM64 |
|
SHA-256 checksum How to use checksums |
00b7619ad85ce698166a5a813fcc1d039819e49a2787f576bb3f0d65e4c025aa
|
|
BLAKE2b-256 checksum How to use checksums |
276c963dd0c75a8ce987b824c89d6c712967681988e560645138095cc60d3eb6
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
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 Aug 26, 2026.
Transparency logRelease files / libb_util-0.0.51-cp310-cp310-macosx_11_0_arm64.whl
| Download URL | libb_util-0.0.51-cp310-cp310-macosx_11_0_arm64.whl |
|---|---|
| Size | 828.9 kB |
| Tags | CPython 3.10 macOS 11.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
dad3354d906253167a40fcaa07ab56ab801c7119037b51de06d7f933845ab264
|
|
BLAKE2b-256 checksum How to use checksums |
b14fca60278fa6da6308767db79e814ea044242e97ae9d8ec9cbe0e697fd2ae0
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
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 Aug 26, 2026.
Transparency logRelease files / libb_util-0.0.51-cp310-cp310-macosx_10_12_x86_64.whl
| Download URL | libb_util-0.0.51-cp310-cp310-macosx_10_12_x86_64.whl |
|---|---|
| Size | 874.3 kB |
| Tags | CPython 3.10 macOS 10.12+ x86-64 |
|
SHA-256 checksum How to use checksums |
14863749831bd4322a990feac54dfcdcbb0553f779a861c5ea0befd309fb44d7
|
|
BLAKE2b-256 checksum How to use checksums |
7079e9d2cc98f712a11db36d44ec4abe60aefa2e7369e595b99fed9d114abde9
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
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 Aug 26, 2026.
Transparency log
