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// Copyright 2017 The Chromium Authors
// Use of this source code is governed by a BSD-style license that can be
// found in the LICENSE file.
#ifndef COMPONENTS_ZUCCHINI_SUFFIX_ARRAY_H_
#define COMPONENTS_ZUCCHINI_SUFFIX_ARRAY_H_
#include <algorithm>
#include <iterator>
#include <numeric>
#include <vector>
#include "base/check.h"
#include "base/compiler_specific.h"
#include "base/containers/adapters.h"
namespace zucchini {
// A functor class that implements the naive suffix sorting algorithm that uses
// std::sort with lexicographical compare. This is only meant as reference of
// the interface.
class NaiveSuffixSort {
public:
// Type requirements:
// |InputRng| is an input random access range.
// |KeyType| is an unsigned integer type.
// |SAIt| is a random access iterator with mutable references.
template <class InputRng, class KeyType, class SAIt>
// |str| is the input string on which suffix sort is applied.
// Characters found in |str| must be in the range [0, |key_bound|)
// |suffix_array| is the beginning of the destination range, which is at least
// as large as |str|.
void operator()(const InputRng& str,
KeyType key_bound,
SAIt suffix_array) const {
using size_type = typename SAIt::value_type;
size_type n = static_cast<size_type>(std::end(str) - std::begin(str));
// |suffix_array| is first filled with ordered indices of |str|.
// Those indices are then sorted with lexicographical comparisons in |str|.
std::iota(suffix_array, suffix_array + n, 0);
std::sort(suffix_array, suffix_array + n, [&str](size_type i, size_type j) {
return std::lexicographical_compare(std::begin(str) + i, std::end(str),
std::begin(str) + j, std::end(str));
});
}
};
// A functor class that implements suffix array induced sorting (SA-IS)
// algorithm with linear time and memory complexity,
// see http://ieeexplore.ieee.org/abstract/document/5582081/
class InducedSuffixSort {
public:
// Type requirements:
// |InputRng| is an input random access range.
// |KeyType| is an unsigned integer type.
// |SAIt| is a random access iterator with mutable values.
template <class InputRng, class KeyType, class SAIt>
// |str| is the input string on which suffix sort is applied.
// Characters found in |str| must be in the range [0, |key_bound|)
// |suffix_array| is the beginning of the destination range, which is at least
// as large as |str|.
void operator()(const InputRng& str,
KeyType key_bound,
SAIt suffix_array) const {
using value_type = typename InputRng::value_type;
using size_type = typename SAIt::value_type;
static_assert(std::is_unsigned<value_type>::value,
"SA-IS only supports input string with unsigned values");
static_assert(std::is_unsigned<KeyType>::value, "KeyType must be unsigned");
size_type n = static_cast<size_type>(std::end(str) - std::begin(str));
Implementation<size_type, KeyType>::SuffixSort(std::begin(str), n,
key_bound, suffix_array);
}
// Given string S of length n. We assume S is terminated by a unique sentinel
// $, which is considered as the smallest character. This sentinel does not
// exist in memory and is only treated implicitly, hence |n| does not count
// the sentinel in this implementation. We denote suf(S,i) the suffix formed
// by S[i..n).
// A suffix suf(S,i) is said to be S-type or L-type, if suf(S,i) < suf(S,i+1)
// or suf(S,i) > suf(S,i+1), respectively.
enum SLType : bool { SType, LType };
// A character S[i] is said to be S-type or L-type if the suffix suf(S,i) is
// S-type or L-type, respectively.
// A character S[i] is called LMS (leftmost S-type), if S[i] is S-type and
// S[i-1] is L-type. A suffix suf(S,i) is called LMS, if S[i] is an LMS
// character.
// A substring S[i..j) is an LMS-substring if
// (1) S[i] is LMS, S[j] is LMS or the sentinel $, and S[i..j) has no other
// LMS characters, or
// (2) S[i..j) is the sentinel $.
template <class SizeType, class KeyType>
struct Implementation {
static_assert(std::is_unsigned<SizeType>::value,
"SizeType must be unsigned");
static_assert(std::is_unsigned<KeyType>::value, "KeyType must be unsigned");
using size_type = SizeType;
using key_type = KeyType;
using iterator = typename std::vector<size_type>::iterator;
using const_iterator = typename std::vector<size_type>::const_iterator;
// Partition every suffix based on SL-type. Returns the number of LMS
// suffixes.
template <class StrIt>
static size_type BuildSLPartition(
StrIt str,
size_type length,
key_type key_bound,
std::vector<SLType>::reverse_iterator sl_partition_it) {
// We will count LMS suffixes (S to L-type or last S-type).
size_type lms_count = 0;
// |previous_type| is initialized to L-type to avoid counting an extra
// LMS suffix at the end
SLType previous_type = LType;
// Initialized to dummy, impossible key.
key_type previous_key = key_bound;
// We're travelling backward to determine the partition,
// as if we prepend one character at a time to the string, ex:
// b$ is L-type because b > $.
// ab$ is S-type because a < b, implying ab$ < b$.
// bab$ is L-type because b > a, implying bab$ > ab$.
// bbab$ is L-type, because bab$ was also L-type, implying bbab$ > bab$.
for (auto str_it = std::reverse_iterator<StrIt>(str + length);
str_it != std::reverse_iterator<StrIt>(str);
++str_it, ++sl_partition_it) {
key_type current_key = *str_it;
if (current_key > previous_key || previous_key == key_bound) {
// S[i] > S[i + 1] or S[i] is last character.
if (previous_type == SType)
// suf(S,i) is L-type and suf(S,i + 1) is S-type, therefore,
// suf(S,i+1) was a LMS suffix.
++lms_count;
previous_type = LType; // For next round.
} else if (current_key < previous_key) {
// S[i] < S[i + 1]
previous_type = SType; // For next round.
}
// Else, S[i] == S[i + 1]:
// The next character that differs determines the SL-type,
// so we reuse the last seen type.
*sl_partition_it = previous_type;
previous_key = current_key; // For next round.
}
return lms_count;
}
// Find indices of LMS suffixes and write result to |lms_indices|.
static void FindLmsSuffixes(const std::vector<SLType>& sl_partition,
iterator lms_indices) {
// |previous_type| is initialized to S-type to avoid counting an extra
// LMS suffix at the beginning
SLType previous_type = SType;
for (size_type i = 0; i < sl_partition.size(); ++i) {
if (sl_partition[i] == SType && previous_type == LType)
*lms_indices++ = i;
previous_type = sl_partition[i];
}
}
template <class StrIt>
static std::vector<size_type> MakeBucketCount(StrIt str,
size_type length,
key_type key_bound) {
// Occurrence of every unique character is counted in |buckets|
std::vector<size_type> buckets(static_cast<size_type>(key_bound));
for (auto it = str; it != UNSAFE_TODO(str + length); UNSAFE_TODO(++it)) {
++buckets[*it];
}
return buckets;
}
// Apply induced sort from |lms_indices| to |suffix_array| associated with
// the string |str|.
template <class StrIt, class SAIt>
static void InducedSort(StrIt str,
size_type length,
const std::vector<SLType>& sl_partition,
const std::vector<size_type>& lms_indices,
const std::vector<size_type>& buckets,
SAIt suffix_array) {
// All indices are first marked as unset with the illegal value |length|.
std::fill(suffix_array, suffix_array + length, length);
// Used to mark bucket boundaries (head or end) as indices in str.
DCHECK(!buckets.empty());
std::vector<size_type> bucket_bounds(buckets.size());
// Step 1: Assign indices for LMS suffixes, populating the end of
// respective buckets but keeping relative order.
// Find the end of each bucket and write it to |bucket_bounds|.
std::partial_sum(buckets.begin(), buckets.end(), bucket_bounds.begin());
// Process each |lms_indices| backward, and assign them to the end of
// their respective buckets, so relative order is preserved.
for (size_t lms_index : base::Reversed(lms_indices)) {
key_type key = str[lms_index];
suffix_array[--bucket_bounds[key]] = lms_index;
}
// Step 2
// Scan forward |suffix_array|; for each modified suf(S,i) for which
// suf(S,SA(i) - 1) is L-type, place suf(S,SA(i) - 1) to the current
// head of the corresponding bucket and forward the bucket head to the
// right.
// Find the head of each bucket and write it to |bucket_bounds|. Since
// only LMS suffixes where inserted in |suffix_array| during Step 1,
// |bucket_bounds| does not contains the head of each bucket and needs to
// be updated.
bucket_bounds[0] = 0;
std::partial_sum(buckets.begin(), buckets.end() - 1,
bucket_bounds.begin() + 1);
// From Step 1, the sentinel $, which we treat implicitly, would have
// been placed at the beginning of |suffix_array|, since $ is always
// considered as the smallest character. We then have to deal with the
// previous (last) suffix.
if (sl_partition[length - 1] == LType) {
key_type key = str[length - 1];
suffix_array[bucket_bounds[key]++] = length - 1;
}
for (auto it = suffix_array; it != suffix_array + length; ++it) {
size_type suffix_index = *it;
// While the original algorithm marks unset suffixes with -1,
// we found that marking them with |length| is also possible and more
// convenient because we are working with unsigned integers.
if (suffix_index != length && suffix_index > 0 &&
sl_partition[--suffix_index] == LType) {
key_type key = str[suffix_index];
suffix_array[bucket_bounds[key]++] = suffix_index;
}
}
// Step 3
// Scan backward |suffix_array|; for each modified suf(S, i) for which
// suf(S,SA(i) - 1) is S-type, place suf(S,SA(i) - 1) to the current
// end of the corresponding bucket and forward the bucket head to the
// left.
// Find the end of each bucket and write it to |bucket_bounds|. Since
// only L-type suffixes where inserted in |suffix_array| during Step 2,
// |bucket_bounds| does not contain the end of each bucket and needs to
// be updated.
std::partial_sum(buckets.begin(), buckets.end(), bucket_bounds.begin());
for (auto it = std::reverse_iterator<SAIt>(suffix_array + length);
it != std::reverse_iterator<SAIt>(suffix_array); ++it) {
size_type suffix_index = *it;
if (suffix_index != length && suffix_index > 0 &&
sl_partition[--suffix_index] == SType) {
key_type key = str[suffix_index];
suffix_array[--bucket_bounds[key]] = suffix_index;
}
}
// Deals with the last suffix, because of the sentinel.
if (sl_partition[length - 1] == SType) {
key_type key = str[length - 1];
suffix_array[--bucket_bounds[key]] = length - 1;
}
}
// Given a string S starting at |str| with length |length|, an array
// starting at |substring_array| containing lexicographically ordered LMS
// terminated substring indices of S and an SL-Type partition |sl_partition|
// of S, assigns a unique label to every unique LMS substring. The sorted
// labels for all LMS substrings are written to |lms_str|, while the indices
// of LMS suffixes are written to |lms_indices|. In addition, returns the
// total number of unique labels.
template <class StrIt, class SAIt>
static size_type LabelLmsSubstrings(StrIt str,
size_type length,
const std::vector<SLType>& sl_partition,
SAIt suffix_array,
iterator lms_indices,
iterator lms_str) {
// Labelling starts at 0.
size_type label = 0;
// |previous_lms| is initialized to 0 to indicate it is unset.
// Note that suf(S,0) is never a LMS suffix. Substrings will be visited in
// lexicographical order.
size_type previous_lms = 0;
for (auto it = suffix_array; it != suffix_array + length; ++it) {
if (*it > 0 && sl_partition[*it] == SType &&
sl_partition[*it - 1] == LType) {
// suf(S, *it) is a LMS suffix.
size_type current_lms = *it;
if (previous_lms != 0) {
// There was a previous LMS suffix. Check if the current LMS
// substring is equal to the previous one.
SLType current_lms_type = SType;
SLType previous_lms_type = SType;
for (size_type k = 0;; ++k) {
// |current_lms_end| and |previous_lms_end| denote whether we have
// reached the end of the current and previous LMS substring,
// respectively
bool current_lms_end = false;
bool previous_lms_end = false;
// Check for both previous and current substring ends.
// Note that it is more convenient to check if
// suf(S,current_lms + k) is an LMS suffix than to retrieve it
// from lms_indices.
if (current_lms + k >= length ||
(current_lms_type == LType &&
sl_partition[current_lms + k] == SType)) {
current_lms_end = true;
}
if (previous_lms + k >= length ||
(previous_lms_type == LType &&
sl_partition[previous_lms + k] == SType)) {
previous_lms_end = true;
}
if (current_lms_end && previous_lms_end) {
break; // Previous and current substrings are identical.
} else if (current_lms_end != previous_lms_end ||
str[current_lms + k] != str[previous_lms + k]) {
// Previous and current substrings differ, a new label is used.
++label;
break;
}
current_lms_type = sl_partition[current_lms + k];
previous_lms_type = sl_partition[previous_lms + k];
}
}
*lms_indices++ = *it;
*lms_str++ = label;
previous_lms = current_lms;
}
}
return label + 1;
}
// Implementation of the SA-IS algorithm. |str| must be a random access
// iterator pointing at the beginning of S with length |length|. The result
// is writtend in |suffix_array|, a random access iterator.
template <class StrIt, class SAIt>
static void SuffixSort(StrIt str,
size_type length,
key_type key_bound,
SAIt suffix_array) {
if (length == 1)
*suffix_array = 0;
if (length < 2)
return;
std::vector<SLType> sl_partition(length);
size_type lms_count =
BuildSLPartition(str, length, key_bound, sl_partition.rbegin());
std::vector<size_type> lms_indices(lms_count);
FindLmsSuffixes(sl_partition, lms_indices.begin());
std::vector<size_type> buckets = MakeBucketCount(str, length, key_bound);
if (lms_indices.size() > 1) {
// Given |lms_indices| in the same order they appear in |str|, induce
// LMS substrings relative order and write result to |suffix_array|.
InducedSort(str, length, sl_partition, lms_indices, buckets,
suffix_array);
std::vector<size_type> lms_str(lms_indices.size());
// Given LMS substrings in relative order found in |suffix_array|,
// map LMS substrings to unique labels to form a new string, |lms_str|.
size_type label_count =
LabelLmsSubstrings(str, length, sl_partition, suffix_array,
lms_indices.begin(), lms_str.begin());
if (label_count < lms_str.size()) {
// Reorder |lms_str| to have LMS suffixes in the same order they
// appear in |str|.
for (size_type i = 0; i < lms_indices.size(); ++i)
suffix_array[lms_indices[i]] = lms_str[i];
SLType previous_type = SType;
for (size_type i = 0, j = 0; i < sl_partition.size(); ++i) {
if (sl_partition[i] == SType && previous_type == LType) {
lms_str[j] = suffix_array[i];
lms_indices[j++] = i;
}
previous_type = sl_partition[i];
}
// Recursively apply SuffixSort on |lms_str|, which is formed from
// labeled LMS suffixes in the same order they appear in |str|.
// Note that |KeyType| will be size_type because |lms_str| contains
// indices. |lms_str| is at most half the length of |str|.
Implementation<size_type, size_type>::SuffixSort(
lms_str.begin(), static_cast<size_type>(lms_str.size()),
label_count, suffix_array);
// Map LMS labels back to indices in |str| and write result to
// |lms_indices|. We're using |suffix_array| as a temporary buffer.
for (size_type i = 0; i < lms_indices.size(); ++i)
suffix_array[i] = lms_indices[suffix_array[i]];
std::copy_n(suffix_array, lms_indices.size(), lms_indices.begin());
// At this point, |lms_indices| contains sorted LMS suffixes of |str|.
}
}
// Given |lms_indices| where LMS suffixes are sorted, induce the full
// order of suffixes in |str|.
InducedSort(str, length, sl_partition, lms_indices, buckets,
suffix_array);
}
Implementation() = delete;
Implementation(const Implementation&) = delete;
const Implementation& operator=(const Implementation&) = delete;
};
};
// Generates a sorted suffix array for the input string |str| using the functor
// |Algorithm| which provides an interface equivalent to NaiveSuffixSort.
/// Characters found in |str| are assumed to be in range [0, |key_bound|).
// Returns the suffix array as a vector.
// |StrRng| is an input random access range.
// |KeyType| is an unsigned integer type.
template <class Algorithm, class StrRng, class KeyType>
std::vector<typename StrRng::size_type> MakeSuffixArray(const StrRng& str,
KeyType key_bound) {
Algorithm sort;
std::vector<typename StrRng::size_type> suffix_array(str.end() - str.begin());
sort(str, key_bound, suffix_array.begin());
return suffix_array;
}
// Type requirements:
// |SARange| is an input random access range.
// |StrIt| is a random access iterator.
// |KeyStrIt| is a forward iterator.
template <class SARange, class StrIt, class KeyStrIt>
// Lexicographical lower bound using binary search for [|key_first|, |key_last|)
// in |suffix_array| of a string starting at |str_first|. This only returns the
// index *near* the longest prefix match. For example, the sorted non-empty
// suffices of "foot" are
// foot
// oot
// ot
// t
// Lower-bound query of "fooa" yields "foot" (best match), but "fooz" yields
// "oot"! Therefore longest prefix match will need some adjacency search.
auto SuffixLowerBound(const SARange& suffix_array,
StrIt str_first,
KeyStrIt key_first,
KeyStrIt key_last) -> decltype(std::begin(suffix_array)) {
using size_type = typename SARange::value_type;
using SAIt = decltype(std::begin(suffix_array));
using diff_type = typename std::iterator_traits<SAIt>::difference_type;
const size_t n = std::end(suffix_array) - std::begin(suffix_array);
const size_t m = key_last - key_first;
if (n == 0) {
return std::begin(suffix_array);
}
// Helper to lexicographically compare str suffix (given by |suffix_offset|)
// and key, skipping the first |lcp| (Longest Common Prefix) characters.
auto compare_suffix = [&](size_type suffix_offset, size_t lcp) {
StrIt str_suffix = str_first + suffix_offset;
size_t suffix_len = n - suffix_offset;
size_t lcp_lim = std::min(m, suffix_len);
for (; lcp < lcp_lim; ++lcp) {
if (*(str_suffix + lcp) != *(key_first + lcp)) {
int sign = (*(str_suffix + lcp) < *(key_first + lcp)) ? -1 : 1;
return std::make_pair(sign, lcp);
}
}
if (lcp == m) {
// key is a prefix of, or is equal to str suffix.
return std::make_pair(m < suffix_len ? 1 : 0, lcp);
}
// str suffix is a prefix of key.
return std::make_pair(-1, lcp);
};
// Check boundaries to establish initial LCPs and handle edge cases.
auto cmp_first = compare_suffix(suffix_array[0], 0);
if (cmp_first.first >= 0) {
return std::begin(suffix_array);
}
auto cmp_last = compare_suffix(suffix_array[n - 1], 0);
if (cmp_last.first < 0) {
return std::end(suffix_array);
}
diff_type lo = 0; // str suffix at |lo| < key.
diff_type hi = n - 1; // str suffix at |hi| >= key.
size_t lcp_lo = cmp_first.second;
size_t lcp_hi = cmp_last.second;
// Binary search over [lo, hi] using LCP information.
while (hi - lo > 1) {
diff_type mid = lo + (hi - lo) / 2;
auto cmp_mid = compare_suffix(suffix_array[mid], std::min(lcp_lo, lcp_hi));
if (cmp_mid.first < 0) {
lo = mid;
lcp_lo = cmp_mid.second;
} else {
hi = mid;
lcp_hi = cmp_mid.second;
}
}
return std::begin(suffix_array) + hi;
}
} // namespace zucchini
#endif // COMPONENTS_ZUCCHINI_SUFFIX_ARRAY_H_
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