| /* |
| * 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 |
| * |
| * https://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.avro.mapreduce; |
| |
| import org.apache.avro.Schema; |
| import org.apache.avro.file.DataFileReader; |
| import org.apache.avro.generic.GenericData; |
| import org.apache.avro.generic.GenericRecord; |
| import org.apache.avro.hadoop.io.AvroKeyValue; |
| import org.apache.avro.io.DatumReader; |
| import org.apache.avro.mapred.AvroKey; |
| import org.apache.avro.mapred.AvroValue; |
| import org.apache.avro.specific.SpecificDatumReader; |
| import org.apache.hadoop.fs.Path; |
| import org.apache.hadoop.mapreduce.Job; |
| import org.apache.hadoop.mapreduce.lib.input.FileInputFormat; |
| import org.apache.hadoop.mapreduce.lib.output.FileOutputFormat; |
| import org.junit.Rule; |
| import org.junit.Test; |
| import org.junit.rules.TemporaryFolder; |
| |
| import java.io.File; |
| import java.io.IOException; |
| |
| import static org.junit.Assert.assertEquals; |
| import static org.junit.Assert.assertNotNull; |
| import static org.junit.Assert.assertTrue; |
| import static org.junit.Assert.fail; |
| |
| public class TestCombineAvroKeyValueFileInputFormat { |
| |
| /** A temporary directory for test data. */ |
| @Rule |
| public TemporaryFolder mTempDir = new TemporaryFolder(); |
| |
| /** |
| * Verifies that avro records can be read in multi files. |
| */ |
| @Test |
| public void testReadRecords() throws IOException, InterruptedException, ClassNotFoundException { |
| |
| Schema keyValueSchema = AvroKeyValue.getSchema(Schema.create(Schema.Type.INT), Schema.create(Schema.Type.STRING)); |
| |
| AvroKeyValue<Integer, CharSequence> record1 = new AvroKeyValue<>(new GenericData.Record(keyValueSchema)); |
| record1.setKey(1); |
| record1.setValue("apple banana carrot"); |
| AvroFiles.createFile(new File(mTempDir.getRoot(), "combineSplit00.avro"), keyValueSchema, record1.get()); |
| |
| AvroKeyValue<Integer, CharSequence> record2 = new AvroKeyValue<>(new GenericData.Record(keyValueSchema)); |
| record2.setKey(2); |
| record2.setValue("apple banana"); |
| |
| AvroFiles.createFile(new File(mTempDir.getRoot(), "combineSplit01.avro"), keyValueSchema, record2.get()); |
| |
| // Configure the job input. |
| Job job = Job.getInstance(); |
| FileInputFormat.setInputPaths(job, new Path(mTempDir.getRoot().getAbsolutePath())); |
| job.setInputFormatClass(CombineAvroKeyValueFileInputFormat.class); |
| AvroJob.setInputKeySchema(job, Schema.create(Schema.Type.INT)); |
| AvroJob.setInputValueSchema(job, Schema.create(Schema.Type.STRING)); |
| |
| // Configure the identity mapper. |
| AvroJob.setMapOutputKeySchema(job, Schema.create(Schema.Type.INT)); |
| AvroJob.setMapOutputValueSchema(job, Schema.create(Schema.Type.STRING)); |
| |
| // Configure zero reducers. |
| job.setNumReduceTasks(0); |
| job.setOutputKeyClass(AvroKey.class); |
| job.setOutputValueClass(AvroValue.class); |
| |
| // Configure the output format. |
| job.setOutputFormatClass(AvroKeyValueOutputFormat.class); |
| Path outputPath = new Path(mTempDir.getRoot().getPath(), "out"); |
| FileOutputFormat.setOutputPath(job, outputPath); |
| |
| // Run the job. |
| assertTrue(job.waitForCompletion(true)); |
| |
| // Verify that the output Avro container file has the expected data. |
| File avroFile = new File(outputPath.toString(), "part-m-00000.avro"); |
| DatumReader<GenericRecord> datumReader = new SpecificDatumReader<>( |
| AvroKeyValue.getSchema(Schema.create(Schema.Type.INT), Schema.create(Schema.Type.STRING))); |
| DataFileReader<GenericRecord> avroFileReader = new DataFileReader<>(avroFile, datumReader); |
| assertTrue(avroFileReader.hasNext()); |
| |
| while (avroFileReader.hasNext()) { |
| AvroKeyValue<Integer, CharSequence> mapRecord1 = new AvroKeyValue<>(avroFileReader.next()); |
| assertNotNull(mapRecord1.get()); |
| if (mapRecord1.getKey().intValue() == 1) { |
| assertEquals("apple banana carrot", mapRecord1.getValue().toString()); |
| } else if (mapRecord1.getKey().intValue() == 2) { |
| assertEquals("apple banana", mapRecord1.getValue().toString()); |
| } else { |
| fail("Unknown key " + mapRecord1.getKey().intValue()); |
| } |
| } |
| avroFileReader.close(); |
| } |
| } |