From a1964e9d902bb31f001893da8bc81f6dce08c908 Mon Sep 17 00:00:00 2001
From: Tarek Auel <tarek.auel@googlemail.com>
Date: Thu, 9 Jul 2015 09:22:24 -0700
Subject: [SPARK-8830] [SQL] native levenshtein distance

Jira: https://issues.apache.org/jira/browse/SPARK-8830

rxin and HuJiayin can you have a look on it.

Author: Tarek Auel <tarek.auel@googlemail.com>

Closes #7236 from tarekauel/native-levenshtein-distance and squashes the following commits:

ee4c4de [Tarek Auel] [SPARK-8830] implemented improvement proposals
c252e71 [Tarek Auel] [SPARK-8830] removed chartAt; use unsafe method for byte array comparison
ddf2222 [Tarek Auel] Merge branch 'master' into native-levenshtein-distance
179920a [Tarek Auel] [SPARK-8830] added description
5e9ed54 [Tarek Auel] [SPARK-8830] removed StringUtils import
dce4308 [Tarek Auel] [SPARK-8830] native levenshtein distance
---
 .../org/apache/spark/unsafe/types/UTF8String.java  | 66 +++++++++++++++++++++-
 .../apache/spark/unsafe/types/UTF8StringSuite.java | 24 ++++++++
 2 files changed, 88 insertions(+), 2 deletions(-)

(limited to 'unsafe')

diff --git a/unsafe/src/main/java/org/apache/spark/unsafe/types/UTF8String.java b/unsafe/src/main/java/org/apache/spark/unsafe/types/UTF8String.java
index d2a25096a5..847d80ad58 100644
--- a/unsafe/src/main/java/org/apache/spark/unsafe/types/UTF8String.java
+++ b/unsafe/src/main/java/org/apache/spark/unsafe/types/UTF8String.java
@@ -99,8 +99,6 @@ public final class UTF8String implements Comparable<UTF8String>, Serializable {
 
   /**
    * Returns the number of code points in it.
-   *
-   * This is only used by Substring() when `start` is negative.
    */
   public int numChars() {
     int len = 0;
@@ -254,6 +252,70 @@ public final class UTF8String implements Comparable<UTF8String>, Serializable {
     }
   }
 
+  /**
+   * Levenshtein distance is a metric for measuring the distance of two strings. The distance is
+   * defined by the minimum number of single-character edits (i.e. insertions, deletions or
+   * substitutions) that are required to change one of the strings into the other.
+   */
+  public int levenshteinDistance(UTF8String other) {
+    // Implementation adopted from org.apache.common.lang3.StringUtils.getLevenshteinDistance
+
+    int n = numChars();
+    int m = other.numChars();
+
+    if (n == 0) {
+      return m;
+    } else if (m == 0) {
+      return n;
+    }
+
+    UTF8String s, t;
+
+    if (n <= m) {
+      s = this;
+      t = other;
+    } else {
+      s = other;
+      t = this;
+      int swap;
+      swap = n;
+      n = m;
+      m = swap;
+    }
+
+    int p[] = new int[n + 1];
+    int d[] = new int[n + 1];
+    int swap[];
+
+    int i, i_bytes, j, j_bytes, num_bytes_j, cost;
+
+    for (i = 0; i <= n; i++) {
+      p[i] = i;
+    }
+
+    for (j = 0, j_bytes = 0; j < m; j_bytes += num_bytes_j, j++) {
+      num_bytes_j = numBytesForFirstByte(t.getByte(j_bytes));
+      d[0] = j + 1;
+
+      for (i = 0, i_bytes = 0; i < n; i_bytes += numBytesForFirstByte(s.getByte(i_bytes)), i++) {
+        if (s.getByte(i_bytes) != t.getByte(j_bytes) ||
+              num_bytes_j != numBytesForFirstByte(s.getByte(i_bytes))) {
+          cost = 1;
+        } else {
+          cost = (ByteArrayMethods.arrayEquals(t.base, t.offset + j_bytes, s.base,
+              s.offset + i_bytes, num_bytes_j)) ? 0 : 1;
+        }
+        d[i + 1] = Math.min(Math.min(d[i] + 1, p[i + 1] + 1), p[i] + cost);
+      }
+
+      swap = p;
+      p = d;
+      d = swap;
+    }
+
+    return p[n];
+  }
+
   @Override
   public int hashCode() {
     int result = 1;
diff --git a/unsafe/src/test/java/org/apache/spark/unsafe/types/UTF8StringSuite.java b/unsafe/src/test/java/org/apache/spark/unsafe/types/UTF8StringSuite.java
index 8ec69ebac8..fb463ba17f 100644
--- a/unsafe/src/test/java/org/apache/spark/unsafe/types/UTF8StringSuite.java
+++ b/unsafe/src/test/java/org/apache/spark/unsafe/types/UTF8StringSuite.java
@@ -128,4 +128,28 @@ public class UTF8StringSuite {
     assertEquals(fromString("数据砖头").substring(3, 5), fromString("头"));
     assertEquals(fromString("ߵ梷").substring(0, 2), fromString("ߵ梷"));
   }
+  
+  @Test
+  public void levenshteinDistance() {
+    assertEquals(
+        UTF8String.fromString("").levenshteinDistance(UTF8String.fromString("")), 0);
+    assertEquals(
+        UTF8String.fromString("").levenshteinDistance(UTF8String.fromString("a")), 1);
+    assertEquals(
+        UTF8String.fromString("aaapppp").levenshteinDistance(UTF8String.fromString("")), 7);
+    assertEquals(
+        UTF8String.fromString("frog").levenshteinDistance(UTF8String.fromString("fog")), 1);
+    assertEquals(
+        UTF8String.fromString("fly").levenshteinDistance(UTF8String.fromString("ant")),3);
+    assertEquals(
+        UTF8String.fromString("elephant").levenshteinDistance(UTF8String.fromString("hippo")), 7);
+    assertEquals(
+        UTF8String.fromString("hippo").levenshteinDistance(UTF8String.fromString("elephant")), 7);
+    assertEquals(
+        UTF8String.fromString("hippo").levenshteinDistance(UTF8String.fromString("zzzzzzzz")), 8);
+    assertEquals(
+        UTF8String.fromString("hello").levenshteinDistance(UTF8String.fromString("hallo")),1);
+    assertEquals(
+        UTF8String.fromString("世界千世").levenshteinDistance(UTF8String.fromString("千a世b")),4);
+  }
 }
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