hivemall.ftvec.FeatureUDF Maven / Gradle / Ivy
The newest version!
/*
* 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;
import hivemall.utils.hadoop.HiveUtils;
import javax.annotation.Nonnull;
import javax.annotation.Nullable;
import org.apache.hadoop.hive.ql.exec.Description;
import org.apache.hadoop.hive.ql.exec.UDFArgumentException;
import org.apache.hadoop.hive.ql.metadata.HiveException;
import org.apache.hadoop.hive.ql.udf.UDFType;
import org.apache.hadoop.hive.ql.udf.generic.GenericUDF;
import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspector;
import org.apache.hadoop.hive.serde2.objectinspector.PrimitiveObjectInspector;
import org.apache.hadoop.hive.serde2.objectinspector.primitive.PrimitiveObjectInspectorFactory;
import org.apache.hadoop.io.Text;
@Description(name = "feature",
value = "_FUNC_( feature, value) - Returns a feature string")
@UDFType(deterministic = true, stateful = false)
public final class FeatureUDF extends GenericUDF {
@Nullable
private Text _result;
@Override
public ObjectInspector initialize(ObjectInspector[] argOIs) throws UDFArgumentException {
if (argOIs.length != 2) {
throw new UDFArgumentException(
"_FUNC_ takes exactly 2 arguments, feature index and value");
}
validateFeatureOI(argOIs[0]);
validateValueOI(argOIs[1]);
return PrimitiveObjectInspectorFactory.writableStringObjectInspector;
}
private static void validateFeatureOI(@Nonnull ObjectInspector argOI)
throws UDFArgumentException {
if (!HiveUtils.isPrimitiveOI(argOI)) {
throw new UDFArgumentException(
"_FUNC_ expects integer type or string for `feature` but got "
+ argOI.getTypeName());
}
final PrimitiveObjectInspector oi = (PrimitiveObjectInspector) argOI;
switch (oi.getPrimitiveCategory()) {
case INT:
case SHORT:
case LONG:
case BYTE:
case STRING:
break;
default: {
throw new UDFArgumentException(
"_FUNC_ expects integer type or string for `feature` but got "
+ argOI.getTypeName());
}
}
}
private static void validateValueOI(@Nonnull ObjectInspector argOI)
throws UDFArgumentException {
if (!HiveUtils.isNumberOI(argOI)) {
throw new UDFArgumentException(
"_FUNC_ expects a number type for `value` but got " + argOI.getTypeName());
}
}
@Override
@Nullable
public Text evaluate(@Nonnull DeferredObject[] args) throws HiveException {
assert (args.length == 2) : args.length;
final Object arg0 = args[0].get();
if (arg0 == null) {
return null;
}
final Object arg1 = args[1].get();
if (arg1 == null) {
return null;
}
// arg0|arg1 is Primitive Java object or Writable
// Then, toString() works fine
String featureStr = arg0.toString();
if (featureStr.indexOf(':') >= 0) {
throw new UDFArgumentException("feature name SHOULD NOT contain colon: " + featureStr);
}
String valueStr = arg1.toString();
String fv = featureStr + ':' + valueStr;
Text result = this._result;
if (result == null) {
result = new Text(fv);
this._result = result;
} else {
result.set(fv);
}
return result;
}
@Override
public String getDisplayString(@Nonnull String[] children) {
return "feature(" + children[0] + ", " + children[1] + ")";
}
}
© 2015 - 2025 Weber Informatics LLC | Privacy Policy