flink-tests/src/test/java/org/apache/flink/test/example/scala/PageRankITCase.java

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 * 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,
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package org.apache.flink.test.example.scala;

import org.apache.flink.examples.scala.graph.PageRankBasic;
import org.apache.flink.test.testdata.PageRankData;
import org.apache.flink.test.util.MultipleProgramsTestBase;
import org.apache.flink.util.FileUtils;

import org.junit.After;
import org.junit.Before;
import org.junit.Rule;
import org.junit.Test;
import org.junit.rules.TemporaryFolder;
import org.junit.runner.RunWith;
import org.junit.runners.Parameterized;

import java.io.File;

/** Test for {@link PageRankBasic}. */
@RunWith(Parameterized.class)
public class PageRankITCase extends MultipleProgramsTestBase {

    public PageRankITCase(TestExecutionMode mode) {
        super(mode);
    }

    private String verticesPath;
    private String edgesPath;
    private String resultPath;
    private String expected;

    @Rule public TemporaryFolder tempFolder = new TemporaryFolder();

    @Before
    public void before() throws Exception {
        File resultFile = tempFolder.newFile();
        // Delete file because the Scala API does not respect WriteMode set by the configuration
        resultFile.delete();
        resultPath = resultFile.toURI().toString();

        File verticesFile = tempFolder.newFile();
        FileUtils.writeFileUtf8(verticesFile, PageRankData.VERTICES);

        File edgesFile = tempFolder.newFile();
        FileUtils.writeFileUtf8(edgesFile, PageRankData.EDGES);

        verticesPath = verticesFile.toURI().toString();
        edgesPath = edgesFile.toURI().toString();
    }

    @After
    public void after() throws Exception {
        compareKeyValuePairsWithDelta(expected, resultPath, " ", 0.01);
    }

    @Test
    public void testPageRankWithSmallNumberOfIterations() throws Exception {
        PageRankBasic.main(
                new String[] {
                    "--pages", verticesPath,
                    "--links", edgesPath,
                    "--output", resultPath,
                    "--numPages", PageRankData.NUM_VERTICES + "",
                    "--iterations", "3"
                });
        expected = PageRankData.RANKS_AFTER_3_ITERATIONS;
    }

    @Test
    public void testPageRankWithConvergence() throws Exception {
        // start with a very high number of iteration such that the dynamic convergence criterion
        // must handle termination
        PageRankBasic.main(
                new String[] {
                    "--pages", verticesPath,
                    "--links", edgesPath,
                    "--output", resultPath,
                    "--numPages", PageRankData.NUM_VERTICES + "",
                    "--iterations", "1000"
                });
        expected = PageRankData.RANKS_AFTER_EPSILON_0_0001_CONVERGENCE;
    }
}