/**
* 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
* <p/>
* http://www.apache.org/licenses/LICENSE-2.0
* <p/>
* 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 org.apache.hadoop.hive.ql.exec.spark;
import org.apache.hadoop.io.WritableComparable;
import org.apache.spark.api.java.JavaPairRDD;
import org.apache.spark.storage.StorageLevel;
public abstract class CacheTran<KI extends WritableComparable, VI, KO extends WritableComparable, VO>
implements SparkTran<KI, VI, KO, VO> {
// whether to cache current RDD.
private boolean caching = false;
private JavaPairRDD<KO, VO> cachedRDD;
protected CacheTran(boolean cache) {
this.caching = cache;
}
@Override
public JavaPairRDD<KO, VO> transform(
JavaPairRDD<KI, VI> input) {
if (caching) {
if (cachedRDD == null) {
cachedRDD = doTransform(input);
cachedRDD.persist(StorageLevel.MEMORY_AND_DISK());
}
return cachedRDD;
} else {
return doTransform(input);
}
}
public Boolean isCacheEnable() {
return caching;
}
protected abstract JavaPairRDD<KO, VO> doTransform(JavaPairRDD<KI, VI> input);
}