summaryrefslogtreecommitdiff
path: root/abseil-cpp/absl/strings/internal/damerau_levenshtein_distance.cc
diff options
context:
space:
mode:
Diffstat (limited to 'abseil-cpp/absl/strings/internal/damerau_levenshtein_distance.cc')
-rw-r--r--abseil-cpp/absl/strings/internal/damerau_levenshtein_distance.cc93
1 files changed, 93 insertions, 0 deletions
diff --git a/abseil-cpp/absl/strings/internal/damerau_levenshtein_distance.cc b/abseil-cpp/absl/strings/internal/damerau_levenshtein_distance.cc
new file mode 100644
index 0000000..a084568
--- /dev/null
+++ b/abseil-cpp/absl/strings/internal/damerau_levenshtein_distance.cc
@@ -0,0 +1,93 @@
+// Copyright 2022 The Abseil Authors
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// https://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+#include "absl/strings/internal/damerau_levenshtein_distance.h"
+
+#include <algorithm>
+#include <array>
+#include <numeric>
+
+#include "absl/strings/string_view.h"
+namespace absl {
+ABSL_NAMESPACE_BEGIN
+namespace strings_internal {
+// Calculate DamerauLevenshtein (adjacent transpositions) distance
+// between two strings,
+// https://en.wikipedia.org/wiki/Damerau%E2%80%93Levenshtein_distance. The
+// algorithm follows the condition that no substring is edited more than once.
+// While this can reduce is larger distance, it's a) a much simpler algorithm
+// and b) more realistic for the case that typographic mistakes should be
+// detected.
+// When the distance is larger than cutoff, or one of the strings has more
+// than MAX_SIZE=100 characters, the code returns min(MAX_SIZE, cutoff) + 1.
+uint8_t CappedDamerauLevenshteinDistance(absl::string_view s1,
+ absl::string_view s2, uint8_t cutoff) {
+ const uint8_t MAX_SIZE = 100;
+ const uint8_t _cutoff = std::min(MAX_SIZE, cutoff);
+ const uint8_t cutoff_plus_1 = static_cast<uint8_t>(_cutoff + 1);
+
+ if (s1.size() > s2.size()) std::swap(s1, s2);
+ if (s1.size() + _cutoff < s2.size() || s2.size() > MAX_SIZE)
+ return cutoff_plus_1;
+
+ if (s1.empty())
+ return static_cast<uint8_t>(s2.size());
+
+ // Lower diagonal bound: y = x - lower_diag
+ const uint8_t lower_diag =
+ _cutoff - static_cast<uint8_t>(s2.size() - s1.size());
+ // Upper diagonal bound: y = x + upper_diag
+ const uint8_t upper_diag = _cutoff;
+
+ // d[i][j] is the number of edits required to convert s1[0, i] to s2[0, j]
+ std::array<std::array<uint8_t, MAX_SIZE + 2>, MAX_SIZE + 2> d;
+ std::iota(d[0].begin(), d[0].begin() + upper_diag + 1, 0);
+ d[0][cutoff_plus_1] = cutoff_plus_1;
+ for (size_t i = 1; i <= s1.size(); ++i) {
+ // Deduce begin of relevant window.
+ size_t j_begin = 1;
+ if (i > lower_diag) {
+ j_begin = i - lower_diag;
+ d[i][j_begin - 1] = cutoff_plus_1;
+ } else {
+ d[i][0] = static_cast<uint8_t>(i);
+ }
+
+ // Deduce end of relevant window.
+ size_t j_end = i + upper_diag;
+ if (j_end > s2.size()) {
+ j_end = s2.size();
+ } else {
+ d[i][j_end + 1] = cutoff_plus_1;
+ }
+
+ for (size_t j = j_begin; j <= j_end; ++j) {
+ const uint8_t deletion_distance = d[i - 1][j] + 1;
+ const uint8_t insertion_distance = d[i][j - 1] + 1;
+ const uint8_t mismatched_tail_cost = s1[i - 1] == s2[j - 1] ? 0 : 1;
+ const uint8_t mismatch_distance = d[i - 1][j - 1] + mismatched_tail_cost;
+ uint8_t transposition_distance = _cutoff + 1;
+ if (i > 1 && j > 1 && s1[i - 1] == s2[j - 2] && s1[i - 2] == s2[j - 1])
+ transposition_distance = d[i - 2][j - 2] + 1;
+ d[i][j] = std::min({cutoff_plus_1, deletion_distance, insertion_distance,
+ mismatch_distance, transposition_distance});
+ }
+ }
+ return d[s1.size()][s2.size()];
+}
+
+} // namespace strings_internal
+
+ABSL_NAMESPACE_END
+} // namespace absl