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* Licensed to the Apache Software Foundation (ASF) under one
* or more contributor license agreements. See the NOTICE file
* distributed with this work for additional information
* regarding copyright ownership. The ASF licenses this file
* to you 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
*
* http://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.
*/
package hivemall.ftvec.hashing;
import hivemall.utils.hashing.MurmurHash3;
import java.util.List;
import javax.annotation.Nonnull;
import javax.annotation.Nullable;
import org.apache.hadoop.hive.ql.exec.Description;
import org.apache.hadoop.hive.ql.exec.UDF;
import org.apache.hadoop.hive.ql.exec.UDFArgumentException;
import org.apache.hadoop.hive.ql.udf.UDFType;
import org.apache.hadoop.io.IntWritable;
@Description(name = "mhash",
value = "_FUNC_(string word) returns a murmurhash3 INT value starting from 1")
@UDFType(deterministic = true, stateful = false)
public final class MurmurHash3UDF extends UDF {
@Nullable
public IntWritable evaluate(@Nullable final String word) throws UDFArgumentException {
return evaluate(word, MurmurHash3.DEFAULT_NUM_FEATURES);
}
@Nullable
public IntWritable evaluate(@Nullable final String word, final int numFeatures)
throws UDFArgumentException {
if (word == null) {
return null;
}
int h = mhash(word, numFeatures);
return new IntWritable(h);
}
@Nullable
public IntWritable evaluate(@Nullable final List words) throws UDFArgumentException {
return evaluate(words, MurmurHash3.DEFAULT_NUM_FEATURES);
}
@Nullable
public IntWritable evaluate(@Nullable final List words, final int numFeatures)
throws UDFArgumentException {
if (words == null) {
return null;
}
final int size = words.size();
if (size == 0) {
return new IntWritable(1);
}
final StringBuilder b = new StringBuilder();
b.append(words.get(0));
for (int i = 1; i < size; i++) {
b.append('\t');
String v = words.get(i);
b.append(v);
}
String s = b.toString();
return evaluate(s, numFeatures);
}
public static int mhash(@Nonnull final String word) {
return mhash(word, MurmurHash3.DEFAULT_NUM_FEATURES);
}
public static int mhash(@Nonnull final String word, final int numFeatures) {
int r = MurmurHash3.murmurhash3_x86_32(word, 0, word.length(), 0x9747b28c) % numFeatures;
if (r < 0) {
r += numFeatures;
}
return r + 1;
}
}
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