/* * 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.giraph.hive.input; import org.apache.giraph.conf.GiraphConfiguration; import org.apache.giraph.hive.GiraphHiveTestBase; import org.apache.giraph.hive.Helpers; import org.apache.giraph.hive.computations.ComputationCountEdges; import org.apache.giraph.hive.computations.ComputationSumEdges; import org.apache.giraph.hive.input.edge.HiveEdgeInputFormat; import org.apache.giraph.hive.input.edge.examples.HiveIntDoubleEdge; import org.apache.giraph.hive.input.edge.examples.HiveIntNullEdge; import org.apache.giraph.io.formats.IdWithValueTextOutputFormat; import org.apache.giraph.utils.InternalVertexRunner; import org.apache.thrift.TException; import org.junit.Before; import org.junit.Test; import com.facebook.hiveio.common.HiveMetastores; import com.facebook.hiveio.testing.LocalHiveServer; import java.io.IOException; import java.util.Map; import static junit.framework.Assert.assertEquals; import static org.apache.giraph.hive.common.GiraphHiveConstants.HIVE_EDGE_INPUT; public class HiveEdgeInputTest extends GiraphHiveTestBase { private LocalHiveServer hiveServer = new LocalHiveServer("giraph-hive"); @Before public void setUp() throws IOException, TException { hiveServer.init(); HiveMetastores.setTestClient(hiveServer.getClient()); } @Test public void testEdgeInput() throws Exception { String tableName = "test1"; hiveServer.createTable("CREATE TABLE " + tableName + " (i1 INT, i2 INT) " + " ROW FORMAT DELIMITED FIELDS TERMINATED BY '\t'"); String[] rows = { "1\t2", "2\t3", "2\t4", "4\t1", }; hiveServer.loadData(tableName, rows); GiraphConfiguration conf = new GiraphConfiguration(); HIVE_EDGE_INPUT.setTable(conf, tableName); HIVE_EDGE_INPUT.setClass(conf, HiveIntNullEdge.class); conf.setComputationClass(ComputationCountEdges.class); conf.setEdgeInputFormatClass(HiveEdgeInputFormat.class); conf.setVertexOutputFormatClass(IdWithValueTextOutputFormat.class); Iterable<String> output = InternalVertexRunner.run(conf, new String[0], new String[0]); Map<Integer, Integer> data = Helpers.parseIntIntResults(output); assertEquals(3, data.size()); assertEquals(1, (int) data.get(1)); assertEquals(2, (int) data.get(2)); assertEquals(1, (int) data.get(4)); } @Test public void testEdgeInputWithPartitions() throws Exception { String tableName = "test1"; String partition = "ds='foobar'"; hiveServer.createTable("CREATE TABLE " + tableName + " (i1 INT, i2 INT) " + " PARTITIONED BY (ds STRING) " + " ROW FORMAT DELIMITED FIELDS TERMINATED BY '\t' "); String[] rows = { "1\t2", "2\t3", "2\t4", "4\t1", }; hiveServer.loadData(tableName, partition, rows); GiraphConfiguration conf = new GiraphConfiguration(); HIVE_EDGE_INPUT.setTable(conf, tableName); HIVE_EDGE_INPUT.setPartition(conf, partition); HIVE_EDGE_INPUT.setClass(conf, HiveIntNullEdge.class); conf.setComputationClass(ComputationCountEdges.class); conf.setEdgeInputFormatClass(HiveEdgeInputFormat.class); conf.setVertexOutputFormatClass(IdWithValueTextOutputFormat.class); Iterable<String> output = InternalVertexRunner.run(conf, new String[0], new String[0]); Map<Integer, Integer> data = Helpers.parseIntIntResults(output); assertEquals(3, data.size()); assertEquals(1, (int) data.get(1)); assertEquals(2, (int) data.get(2)); assertEquals(1, (int) data.get(4)); } @Test public void testEdgeInputWithValues() throws Exception { String tableName = "test1"; hiveServer.createTable("CREATE TABLE " + tableName + " (i1 INT, i2 INT, d3 DOUBLE) " + " ROW FORMAT DELIMITED " + " FIELDS TERMINATED BY '\t' " + " COLLECTION ITEMS TERMINATED BY ',' "); String[] rows = { "1\t2\t0.22", "2\t3\t0.33", "2\t4\t0.44", "4\t1\t0.11", }; hiveServer.loadData(tableName, rows); GiraphConfiguration conf = new GiraphConfiguration(); HIVE_EDGE_INPUT.setTable(conf, tableName); HIVE_EDGE_INPUT.setClass(conf, HiveIntDoubleEdge.class); conf.setComputationClass(ComputationSumEdges.class); conf.setEdgeInputFormatClass(HiveEdgeInputFormat.class); conf.setVertexOutputFormatClass(IdWithValueTextOutputFormat.class); Iterable<String> output = InternalVertexRunner.run(conf, new String[0], new String[0]); Map<Integer, Double> data = Helpers.parseIntDoubleResults(output); assertEquals(3, data.size()); assertEquals(0.22, data.get(1)); assertEquals(0.77, data.get(2)); assertEquals(0.11, data.get(4)); } }