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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 org.apache.flink.graph;

import org.apache.flink.api.common.io.OutputFormat;
import org.apache.flink.api.java.DataSet;

/**
 * A {@code GraphAnalytic} is similar to a {@link GraphAlgorithm} but is terminal and results are
 * retrieved via accumulators. A Flink program has a single point of execution. A {@code
 * GraphAnalytic} defers execution to the user to allow composing multiple analytics and algorithms
 * into a single program.
 *
 * @param  key type
 * @param  vertex value type
 * @param  edge value type
 * @param  the return type
 */
public interface GraphAnalytic {

    /**
     * This method must be called after the program has executed. 1) "run" analytics and algorithms
     * 2) call ExecutionEnvironment.execute() 3) get analytic results
     *
     * @return the result
     */
    T getResult();

    /**
     * Execute the program and return the result.
     *
     * @return the result
     * @throws Exception
     */
    T execute() throws Exception;

    /**
     * Execute the program and return the result.
     *
     * @param jobName the name to assign to the job
     * @return the result
     * @throws Exception
     */
    T execute(String jobName) throws Exception;

    /**
     * All {@code GraphAnalytic} processing must be terminated by an {@link OutputFormat}. Rather
     * than obtained via accumulators rather than returned by a {@link DataSet}.
     *
     * @param input input graph
     * @return this
     * @throws Exception
     */
    GraphAnalytic run(Graph input) throws Exception;
}




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