ucxdsa 2025.1.17

Data Structures and Algorithms Source Code

UC Berkeley Extension - Data Structures and Algorithms Class

A collection of classes and functions for use in UC Berkeley Extension's Comp Sci X404.1: Data Structures and Algorithms Class.

API Documentation

Command Line Installation

pip install ucxdsa

Updating an existing version of the DSA package

pip install --upgrade ucxdsa

Quick Usage Guide

from dsa.modulename import classname

To determine the version, enter the following in Python or Jupyter:

import dsa
print(dsa.version)

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Revision History

2025.1.17

• Updated hash function code

2025.1.15

• Cleaned up README.md

2024.12.24

• Made default size for Trie graph larger
• Cleaned up Heap module
• Cleaned up Huffman module to use DSA data structures
• Added more tests
• Added more details to documentation

2024.12.22

• Created Github Pages access to documentation
• Added more details to documentation

2024.08.16.1

Fixed versioning issue. Can now determine version by typing:

import dsa
dsa.version

or

dsa.__version__

2024.08.16

moved Trie end_marker from an instance variable to a class variable (Trie.end_marker)

2024.08.15

dsa.draw

• new module to provide optional NetworkX graphics to:
• graphs
• tries
• trees
• heaps

dsa module

ran code through RUFF

dsa.graphs module

• Added vertices() method to AdjacencyListGraph, AdjacencyListWeightedGraph
• Dropped Vertex classes

dsa.tree

renamed Node class to TreeNode

2024.7.23

dsa.graphs module

• added is_edge() methods for AdjacencyMatrixGraph, AdjacencyMatrixWeightedGraph, AdjacencyListGraph, AdjacencyListWeightedGraph
• added index operator (returns a list of adjacent labels) for AdjacencyMatrixGraph, AdjacencyMatrixWeightedGraph
• cleaned up and refactored parameter names

2024.7.19

dsa.graphs module

• Added AdjacencyMatrixGraph, AdjacencyMatrixWeightedGraph, AdjacencyListGraph, AdjacencyListWeightedGraph
• Deprecated: Vertex, WeightedVertex

dsa.heap module

• Removed MinHeap option from the Heap class
• Added dedicated MinHeap class
• Added Priority Queue class

dsa package

Misc. code improvements, documentation updates and API consistency

TODO

• Make an abstract Graph class