co.cask.cdap.dq.functions.UniqueValues Maven / Gradle / Ivy
/*
* Copyright © 2015 Cask Data, Inc.
*
* Licensed 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 co.cask.cdap.dq.functions;
import co.cask.cdap.api.common.Bytes;
import co.cask.cdap.dq.DataQualityWritable;
import com.google.gson.Gson;
import com.google.gson.reflect.TypeToken;
import java.lang.reflect.Type;
import java.util.HashSet;
import java.util.Set;
/**
* Unique Values Aggregation Function
*/
public class UniqueValues implements BasicAggregationFunction, CombinableAggregationFunction> {
private static final Gson GSON = new Gson();
private static final Type TOKEN_TYPE_SET_STRING = new TypeToken>() { }.getType();
private Set uniqueValuesSet = new HashSet<>();
private Set aggregatedUniqueValuesSet = new HashSet<>();
@Override
public Set retrieveAggregation() {
return aggregatedUniqueValuesSet.isEmpty() ? null : aggregatedUniqueValuesSet;
}
@Override
public Set deserialize(byte[] valueBytes) {
return GSON.fromJson(Bytes.toString(valueBytes), TOKEN_TYPE_SET_STRING);
}
@Override
public void combine(byte[] value) {
Set outputSet = deserialize(value);
aggregatedUniqueValuesSet.addAll(outputSet);
}
@Override
public void add(DataQualityWritable value) {
String val = value.get().toString();
if (val != null) {
uniqueValuesSet.add(val);
}
}
@Override
public byte[] aggregate() {
return Bytes.toBytes(uniqueValuesSet.toString());
}
}
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