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authorKaelyn Uhrain <rikka@google.com>2012-02-15 22:13:07 +0000
committerKaelyn Uhrain <rikka@google.com>2012-02-15 22:13:07 +0000
commit01d53ec176a6be4585df1f43af11151988ca4b35 (patch)
tree9476d14ac77e1cce9d7c01620eb476f2a8170117 /include
parent68c36e0c26d6abc6e19ac66a24061d8c4a187767 (diff)
Add function for computing the edit distance of two arrays.
Accomplished by moving the body of StringRef::edit_distance into a separate function that accepts two ArrayRefs, and making StringRef::edit_distance a wrapper around the new function. git-svn-id: https://llvm.org/svn/llvm-project/llvm/trunk@150621 91177308-0d34-0410-b5e6-96231b3b80d8
Diffstat (limited to 'include')
-rw-r--r--include/llvm/ADT/edit_distance.h102
1 files changed, 102 insertions, 0 deletions
diff --git a/include/llvm/ADT/edit_distance.h b/include/llvm/ADT/edit_distance.h
new file mode 100644
index 0000000000..f77ef13fef
--- /dev/null
+++ b/include/llvm/ADT/edit_distance.h
@@ -0,0 +1,102 @@
+//===-- llvm/ADT/edit_distance.h - Array edit distance function --- C++ -*-===//
+//
+// The LLVM Compiler Infrastructure
+//
+// This file is distributed under the University of Illinois Open Source
+// License. See LICENSE.TXT for details.
+//
+//===----------------------------------------------------------------------===//
+//
+// 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 "llvm/ADT/OwningPtr.h"
+#include <algorithm>
+
+namespace llvm {
+
+/// \brief Determine the edit distance between two sequences.
+///
+/// \param FromArray the first sequence to compare.
+///
+/// \param ToArray the second sequence to compare.
+///
+/// \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>
+unsigned ComputeEditDistance(ArrayRef<T> FromArray, ArrayRef<T> ToArray,
+ 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 two rows are used at a time, so this implemenation
+ // just keeps two separate vectors for those two rows.
+ typename ArrayRef<T>::size_type m = FromArray.size();
+ typename ArrayRef<T>::size_type n = ToArray.size();
+
+ const unsigned SmallBufferSize = 64;
+ unsigned SmallBuffer[SmallBufferSize];
+ llvm::OwningArrayPtr<unsigned> Allocated;
+ unsigned *Previous = SmallBuffer;
+ if (2*(n + 1) > SmallBufferSize) {
+ Previous = new unsigned [2*(n+1)];
+ Allocated.reset(Previous);
+ }
+ unsigned *Current = Previous + (n + 1);
+
+ for (unsigned i = 0; i <= n; ++i)
+ Previous[i] = i;
+
+ for (typename ArrayRef<T>::size_type y = 1; y <= m; ++y) {
+ Current[0] = y;
+ unsigned BestThisRow = Current[0];
+
+ for (typename ArrayRef<T>::size_type x = 1; x <= n; ++x) {
+ if (AllowReplacements) {
+ Current[x] = std::min(
+ Previous[x-1] + (FromArray[y-1] == ToArray[x-1] ? 0u : 1u),
+ std::min(Current[x-1], Previous[x])+1);
+ }
+ else {
+ if (FromArray[y-1] == ToArray[x-1]) Current[x] = Previous[x-1];
+ else Current[x] = std::min(Current[x-1], Previous[x]) + 1;
+ }
+ BestThisRow = std::min(BestThisRow, Current[x]);
+ }
+
+ if (MaxEditDistance && BestThisRow > MaxEditDistance)
+ return MaxEditDistance + 1;
+
+ unsigned *tmp = Current;
+ Current = Previous;
+ Previous = tmp;
+ }
+
+ unsigned Result = Previous[n];
+ return Result;
+}
+
+} // End llvm namespace
+
+#endif