全功能双向Burrows-Wheeler索引

F. Cunial, D. Belazzougui
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引用次数: 15

摘要

给定大小为$\sigma$的字母表上的字符串$T$,我们描述了一个双向Burrows-Wheeler索引,它占用$O(|T|\log{\sigma})$位空间,并且支持在常数时间内在$T$的任何子字符串的左侧或右侧添加\emph{和删除}一个字符。以前已知的使用相同空间的数据结构允许对$T$的任何子字符串进行恒定时间的添加,但是它们只能支持从$T$的特定子字符串中删除。我们还描述了一个索引,该索引支持在$O(\log{\log{|T|}})$时间内的双向添加和删除,它占用的字数与$T$的最大重复的左扩展和右扩展的数量成正比。我们使用这样的全功能索引在小空间中实现双向、频率感知、变阶de Bruijn图,它们的顺序没有上界,并且支持在遍历过程中增加和减少顺序的自然准则。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Fully-functional bidirectional Burrows-Wheeler indexes
Given a string $T$ on an alphabet of size $\sigma$, we describe a bidirectional Burrows-Wheeler index that takes $O(|T|\log{\sigma})$ bits of space, and that supports the addition \emph{and removal} of one character, on the left or right side of any substring of $T$, in constant time. Previously known data structures that used the same space allowed constant-time addition to any substring of $T$, but they could support removal only from specific substrings of $T$. We also describe an index that supports bidirectional addition and removal in $O(\log{\log{|T|}})$ time, and that occupies a number of words proportional to the number of left and right extensions of the maximal repeats of $T$. We use such fully-functional indexes to implement bidirectional, frequency-aware, variable-order de Bruijn graphs in small space, with no upper bound on their order, and supporting natural criteria for increasing and decreasing the order during traversal.
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