Creating a Suffix Treeclick to expand

In “Finding the Longest Multiple Repeat”, we introduced the suffix tree. This data structure has a wide array of applications, one of which was to help us identify long repeats in a genome. In that problem, we provided the tree as part of the dataset, but a vital computational exercise is to create the suffix tree solely from a string.

Problem

Figure 1. The suffix tree for s = GTCCGAAGCTCCGG. Note that the dollar sign has been appended to a substring of the tree to mark the end of s. Every path from the root to a leaf corresponds to a unique suffix of GTCCGAAGCTCCGG, and each leaf is labeled with the location in s of the suffix ending at that leaf.

Given a string $s$ having length $n$, recall that its suffix tree $T(s)$ is defined by the following properties:

• $T(s)$ is a rooted tree having exactly $n$ leaves.
• Every edge of $T(s)$ is labeled with a substring of $s^*$, where $s^*$ is the string formed by adding a placeholder symbol $ to the end of $s$.
• Every internal node of $T(s)$ other than the root has at least two children; i.e., it has degree at least 3.
• The substring labels for the edges leading down from a node to its children must begin with different symbols.
• By concatenating the substrings along edges, each path from the root to a leaf corresponds to a unique suffix of $s^*$.

Figure 1 contains an example of a suffix tree.

Given: A DNA string $s$ of length at most 1kbp.

Return: The substrings of $s^*$ encoding the edges of the suffix tree for $s$. You may list these substrings in any order.

Sample Dataset

ATAAATG$

Sample Output

AAATG$
G$
T
ATG$
TG$
A
A
AAATG$
G$
T
G$
$