libb-util 0.0.12

libb utility modules for python

libb-util

Python utility library with Rust-accelerated functions for 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
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

Function	Description
chunked(iterable, n)	Split into chunks of size n
flatten(nested)	Flatten nested iterables
unique(iterable)	Unique items preserving order
first(iterable, default)	First item or default
last(iterable, default)	Last item or default

Text Processing

Function	Description
normalize(text)	Unicode normalization
slugify(text)	URL-safe slug
strip_html(text)	Remove HTML tags
truncate(text, length)	Truncate with ellipsis

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:

• Installation
• Quick Start Guide
• API Reference

---

Development

# Install dev dependencies
pip install -e ".[test,docs]"

# Build Rust extension
maturin develop

# Run tests
pytest

License

See LICENSE file.