tcollections 0.1.0

Typed Collections - A set of collection and grouping types for data pipelines

tcollections: Typed Collections

This package offers a set of collection and grouping types that are useful for data pipelines. The collections here offer a style that maintains the clarity and structure of traditional Python data structures while exposing a functional interface inspired by popular data science packages such as pandas.

Installation

pip install tcollections

Quick Start

from tcollections import tlist, group

# Create a typed list
data = tlist([1, 2, 3, 4, 5])

# Group data
groups = group(data, key=lambda x: x % 2)

Examples

See the examples in examples/ for detailed usage examples:

• 01_introduction.ipynb - Basic introduction to tcollections
• 02_data_analysis.ipynb - Data analysis examples

Features

• Typed Collections: tlist and tset with enhanced functionality
• Grouping Operations: Powerful grouping and aggregation functions
• Functional Interface: Clean, chainable operations
• Data Pipeline Ready: Designed for data processing workflows