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Homework assignment on strategies for designing complex data structures, namely a B-Tree

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README for B-Tree Homework

In this assignment you'll implement B-Trees. You will probably want to re-watch the lectures, and get the slides as well because there are lots of helpful diagrams. There are lots of resources out there on the Internet about how to understand and implement B-Trees.

By all means, read all you can! But do be aware that there's not 100% consensus on the terms, so if you read two sentences from two different sources that seem to contradict one another, it might just be that they're using different definitions for things.

There is an interactive B-Tree visualizer at this URL: https://www.cs.usfca.edu/~galles/visualization/BTree.html

Points

Like all the other assignments in this course, this one is worth 20 points. However, given the difficulty level, you can score up to 40 points (so yay extra credit).

Getting a 20/20 is super respectable. Getting a 40/20 is possible, but to be totally honest not many students get there.

Difficult on purpose

This homework assignment is really hard. That's on purpose! If you just dive in and start hacking, I promise you won't be able to get all 40 points.

The idea is to design a strategy first, with a careful plan of how you're going to work the problem. That was the point of the previous homework assignment.

You'll need helper functions. It is up to you to determine what those should be, and how (or if) you test them individually. I strongly recommend writing tests for your helper functions before you even implement the functions themselves. That way you think through exactly what they should do, what happens if they're given a NULL input, or a leaf node, or an overly-full node, or whatever else might be conceivable in the situation.

Look at the unit tests

The unit tests that come along with the homework are meant to be read. There are little hints strewn throughout them. In particular, the print_tree function should be helpful. (Take a look at the [sanity check] unit test for help with that.)

Functions to implement

The btree.h header file contains all the instructions you'll need for implementing the functions.

Some things to keep in mind:

insert and remove must handle cases where adding or removing keys will grow or shrink the tree. In some cases you'll have to merge nodes and re-allocate keys; other times you'll have to need to split nodes and similarly shuffle keys around. Consider having logic to test the various situations and handle them in their own functions, which are testable.

Good luck!

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