hivemall.tools.ConvertLabelUDF Maven / Gradle / Ivy
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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.tools;
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 = "convert_label",
value = "_FUNC_(const int|const float) - Convert from -1|1 to 0.0f|1.0f, or from 0.0f|1.0f to -1|1")
@UDFType(deterministic = true, stateful = false)
public final class ConvertLabelUDF extends UDF {
public IntWritable evaluate(int label) throws UDFArgumentException {
if (label == 0) {
return new IntWritable(-1);
} else if (label == -1) {
return new IntWritable(0);
} else if (label == 1) {
return new IntWritable(1);
} else {
throw new UDFArgumentException("-1 or 1 or 0 is expected. Unexpected label: " + label);
}
}
public IntWritable evaluate(float label) throws UDFArgumentException {
if (label == 0.f) {
return new IntWritable(-1);
} else if (label == -1.f) {
return new IntWritable(0);
} else if (label == 1.f) {
return new IntWritable(1);
} else {
throw new UDFArgumentException("-1 or 1 or 0 is expected. Unexpected label: " + label);
}
}
public IntWritable evaluate(double label) throws UDFArgumentException {
if (label == 0.d) {
return new IntWritable(-1);
} else if (label == -1.d) {
return new IntWritable(0);
} else if (label == 1.d) {
return new IntWritable(1);
} else {
throw new UDFArgumentException("-1 or 1 or 0 is expected. Unexpected label: " + label);
}
}
}
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