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- #pragma once
- #ifdef __GNUC__
- #pragma GCC diagnostic push
- #pragma GCC diagnostic ignored "-Wunused-parameter"
- #endif
- //===-- llvm/ADT/edit_distance.h - Array edit distance function --- C++ -*-===//
- //
- // Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions.
- // See https://llvm.org/LICENSE.txt for license information.
- // SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception
- //
- //===----------------------------------------------------------------------===//
- ///
- /// \file
- /// This file defines a Levenshtein distance function that works for any two
- /// sequences, with each element of each sequence being analogous to a character
- /// in a string.
- ///
- //===----------------------------------------------------------------------===//
- #ifndef LLVM_ADT_EDIT_DISTANCE_H
- #define LLVM_ADT_EDIT_DISTANCE_H
- #include "llvm/ADT/ArrayRef.h"
- #include <algorithm>
- #include <memory>
- namespace llvm {
- /// Determine the edit distance between two sequences.
- ///
- /// \param FromArray the first sequence to compare.
- ///
- /// \param ToArray the second sequence to compare.
- ///
- /// \param Map A Functor to apply to each item of the sequences before
- /// comparison.
- ///
- /// \param AllowReplacements whether to allow element replacements (change one
- /// element into another) as a single operation, rather than as two operations
- /// (an insertion and a removal).
- ///
- /// \param MaxEditDistance If non-zero, the maximum edit distance that this
- /// routine is allowed to compute. If the edit distance will exceed that
- /// maximum, returns \c MaxEditDistance+1.
- ///
- /// \returns the minimum number of element insertions, removals, or (if
- /// \p AllowReplacements is \c true) replacements needed to transform one of
- /// the given sequences into the other. If zero, the sequences are identical.
- template <typename T, typename Functor>
- unsigned ComputeMappedEditDistance(ArrayRef<T> FromArray, ArrayRef<T> ToArray,
- Functor Map, bool AllowReplacements = true,
- unsigned MaxEditDistance = 0) {
- // The algorithm implemented below is the "classic"
- // dynamic-programming algorithm for computing the Levenshtein
- // distance, which is described here:
- //
- // http://en.wikipedia.org/wiki/Levenshtein_distance
- //
- // Although the algorithm is typically described using an m x n
- // array, only one row plus one element are used at a time, so this
- // implementation just keeps one vector for the row. To update one entry,
- // only the entries to the left, top, and top-left are needed. The left
- // entry is in Row[x-1], the top entry is what's in Row[x] from the last
- // iteration, and the top-left entry is stored in Previous.
- typename ArrayRef<T>::size_type m = FromArray.size();
- typename ArrayRef<T>::size_type n = ToArray.size();
- if (MaxEditDistance) {
- // If the difference in size between the 2 arrays is larger than the max
- // distance allowed, we can bail out as we will always need at least
- // MaxEditDistance insertions or removals.
- typename ArrayRef<T>::size_type AbsDiff = m > n ? m - n : n - m;
- if (AbsDiff > MaxEditDistance)
- return MaxEditDistance + 1;
- }
- const unsigned SmallBufferSize = 64;
- unsigned SmallBuffer[SmallBufferSize];
- std::unique_ptr<unsigned[]> Allocated;
- unsigned *Row = SmallBuffer;
- if (n + 1 > SmallBufferSize) {
- Row = new unsigned[n + 1];
- Allocated.reset(Row);
- }
- for (unsigned i = 1; i <= n; ++i)
- Row[i] = i;
- for (typename ArrayRef<T>::size_type y = 1; y <= m; ++y) {
- Row[0] = y;
- unsigned BestThisRow = Row[0];
- unsigned Previous = y - 1;
- const auto &CurItem = Map(FromArray[y - 1]);
- for (typename ArrayRef<T>::size_type x = 1; x <= n; ++x) {
- int OldRow = Row[x];
- if (AllowReplacements) {
- Row[x] = std::min(Previous + (CurItem == Map(ToArray[x - 1]) ? 0u : 1u),
- std::min(Row[x - 1], Row[x]) + 1);
- }
- else {
- if (CurItem == Map(ToArray[x - 1]))
- Row[x] = Previous;
- else Row[x] = std::min(Row[x-1], Row[x]) + 1;
- }
- Previous = OldRow;
- BestThisRow = std::min(BestThisRow, Row[x]);
- }
- if (MaxEditDistance && BestThisRow > MaxEditDistance)
- return MaxEditDistance + 1;
- }
- unsigned Result = Row[n];
- return Result;
- }
- template <typename T>
- unsigned ComputeEditDistance(ArrayRef<T> FromArray, ArrayRef<T> ToArray,
- bool AllowReplacements = true,
- unsigned MaxEditDistance = 0) {
- return ComputeMappedEditDistance(
- FromArray, ToArray, [](const T &X) -> const T & { return X; },
- AllowReplacements, MaxEditDistance);
- }
- } // End llvm namespace
- #endif
- #ifdef __GNUC__
- #pragma GCC diagnostic pop
- #endif
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