/**
 * Copyright (C) 2014 Stratio (http://stratio.com)
 *
 * 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 com.stratio.decision.functions;

import com.stratio.decision.commons.constants.StreamAction;
import com.stratio.decision.commons.messages.StratioStreamingMessage;
import org.apache.spark.api.java.JavaPairRDD;
import org.apache.spark.api.java.function.FlatMapFunction;
import org.apache.spark.api.java.function.Function;
import org.apache.spark.api.java.function.VoidFunction;

import scala.Tuple2;

import java.util.ArrayList;
import java.util.Iterator;
import java.util.List;



public abstract class BaseActionExecutionFunction implements
        Function<JavaPairRDD<StreamAction, Iterable<StratioStreamingMessage>>, Void> {

    private static final long serialVersionUID = -7719763983201600088L;

    static final String TIMESTAMP_FIELD = "timestamp";

    @Override
    public Void call(JavaPairRDD<StreamAction, Iterable<StratioStreamingMessage>> rdd) throws Exception {

//        List<Tuple2<StreamAction, Iterable<StratioStreamingMessage>>> rddContent = rdd.collect();
//        if (rddContent.size() != 0) {
//            process(rddContent.get(0)._2());
//        }


        if (!rdd.isEmpty()) {

            rdd.mapPartitions(
                    new FlatMapFunction<Iterator<Tuple2<StreamAction, Iterable<StratioStreamingMessage>>>, Object>() {

                        @Override public Iterable<Object> call(
                                Iterator<Tuple2<StreamAction, Iterable<StratioStreamingMessage>>> tuple2Iterator)
                                throws Exception {

                            while (tuple2Iterator.hasNext()) {
                                process(tuple2Iterator.next()._2());
                            }

                            return new ArrayList<Object>();
                        }
                    }).count();
        }


        return null;
    }

    public abstract void process(Iterable<StratioStreamingMessage> messages) throws Exception;

    public abstract Boolean check() throws Exception;
}

/**
 * Copyright (C) 2014 Stratio (http://stratio.com)
 *
 * 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 com.stratio.decision.functions;

import com.stratio.decision.commons.constants.StreamAction;
import com.stratio.decision.commons.messages.StratioStreamingMessage;
import org.apache.spark.api.java.JavaPairRDD;
import org.apache.spark.api.java.function.FlatMapFunction;
import org.apache.spark.api.java.function.Function;
import org.apache.spark.api.java.function.VoidFunction;

import scala.Tuple2;

import java.util.ArrayList;
import java.util.Iterator;
import java.util.List;



public abstract class BaseActionExecutionFunction implements
        Function<JavaPairRDD<StreamAction, Iterable<StratioStreamingMessage>>, Void> {

    private static final long serialVersionUID = -7719763983201600088L;

    static final String TIMESTAMP_FIELD = "timestamp";

    @Override
    public Void call(JavaPairRDD<StreamAction, Iterable<StratioStreamingMessage>> rdd) throws Exception {


        if (!rdd.isEmpty()) {

            rdd.mapPartitions(
                    new FlatMapFunction<Iterator<Tuple2<StreamAction, Iterable<StratioStreamingMessage>>>, Object>() {

                        @Override public Iterable<Object> call(
                                Iterator<Tuple2<StreamAction, Iterable<StratioStreamingMessage>>> tuple2Iterator)
                                throws Exception {

                            while (tuple2Iterator.hasNext()) {
                                process(tuple2Iterator.next()._2());
                            }

                            return new ArrayList<Object>();
                        }
                    }).count();
        }


        return null;
    }

    public abstract void process(Iterable<StratioStreamingMessage> messages) throws Exception;

    public abstract Boolean check() throws Exception;
}

Refactor for performance issues