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Original file line number Diff line number Diff line change
Expand Up @@ -179,6 +179,7 @@ public void initialize(ParquetFileReader reader, Configuration configuration)
this.unmaterializableRecordCounter = new UnmaterializableRecordCounter(configuration, total);
this.filterRecords = configuration.getBoolean(
RECORD_FILTERING_ENABLED, RECORD_FILTERING_ENABLED_DEFAULT);
reader.setRequestedSchema(requestedSchema);
LOG.info("RecordReader initialized will read a total of " + total + " records.");
}

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Original file line number Diff line number Diff line change
Expand Up @@ -95,6 +95,7 @@
import org.apache.parquet.hadoop.util.counters.BenchmarkCounter;
import org.apache.parquet.io.ParquetDecodingException;
import org.apache.parquet.io.InputFile;
import org.apache.parquet.schema.MessageType;
import org.apache.parquet.schema.PrimitiveType;

/**
Expand Down Expand Up @@ -674,6 +675,13 @@ public List<BlockMetaData> getRowGroups() {
return blocks;
}

public void setRequestedSchema(MessageType projection) {
paths.clear();
for (ColumnDescriptor col : projection.getColumns()) {
paths.put(ColumnPath.get(col.getPath()), col);
}
}

public void appendTo(ParquetFileWriter writer) throws IOException {
writer.appendRowGroups(f, blocks, true);
}
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Original file line number Diff line number Diff line change
@@ -0,0 +1,180 @@
/*
* 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.parquet.hadoop;

import org.apache.hadoop.conf.Configuration;
import org.apache.hadoop.fs.FileStatus;
import org.apache.hadoop.fs.FileSystem;
import org.apache.hadoop.fs.Path;
import org.apache.hadoop.io.LongWritable;
import org.apache.hadoop.io.Text;
import org.apache.hadoop.mapreduce.Counter;
import org.apache.hadoop.mapreduce.Job;
import org.apache.hadoop.mapreduce.Mapper;
import org.apache.hadoop.mapreduce.lib.input.TextInputFormat;
import org.apache.hadoop.mapreduce.lib.output.TextOutputFormat;
import org.apache.parquet.example.data.Group;
import org.apache.parquet.example.data.simple.SimpleGroupFactory;
import org.apache.parquet.hadoop.example.ExampleInputFormat;
import org.apache.parquet.hadoop.example.ExampleOutputFormat;
import org.apache.parquet.hadoop.util.ContextUtil;
import org.apache.parquet.io.api.Binary;
import org.apache.parquet.schema.MessageType;
import org.apache.parquet.schema.Types;
import org.junit.Assert;
import org.junit.Assume;
import org.junit.Rule;
import org.junit.Test;
import org.junit.rules.TemporaryFolder;
import java.io.File;
import java.io.FileOutputStream;
import java.io.IOException;
import java.util.UUID;

import static java.lang.Thread.sleep;
import static org.apache.parquet.schema.OriginalType.UTF8;
import static org.apache.parquet.schema.PrimitiveType.PrimitiveTypeName.BINARY;

public class TestInputFormatColumnProjection {
public static final String FILE_CONTENT = "" +
"abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ," +
"abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ," +
"abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ";

public static MessageType PARQUET_TYPE = Types.buildMessage()
.required(BINARY).as(UTF8).named("uuid")
.required(BINARY).as(UTF8).named("char")
.named("FormatTestObject");

public static class Writer extends Mapper<LongWritable, Text, Void, Group> {
public static final SimpleGroupFactory GROUP_FACTORY = new SimpleGroupFactory(PARQUET_TYPE);
@Override
protected void map(LongWritable key, Text value, Context context)
throws IOException, InterruptedException {
// writes each character of the line with a UUID
String line = value.toString();
for (int i = 0; i < line.length(); i += 1) {
Group group = GROUP_FACTORY.newGroup();
group.add(0, Binary.fromString(UUID.randomUUID().toString()));
group.add(1, Binary.fromString(line.substring(i, i+1)));
context.write(null, group);
}
}
}

public static class Reader extends Mapper<Void, Group, LongWritable, Text> {

public static Counter bytesReadCounter = null;
public static void setBytesReadCounter(Counter bytesRead) {
bytesReadCounter = bytesRead;
}

@Override
protected void map(Void key, Group value, Context context)
throws IOException, InterruptedException {
// Do nothing. The test uses Hadoop FS counters for verification.
setBytesReadCounter(ContextUtil.getCounter(
context, "parquet", "bytesread"));
}
}

@Rule
public TemporaryFolder temp = new TemporaryFolder();

@Test
public void testProjectionSize() throws Exception {
Assume.assumeTrue( // only run this test for Hadoop 2
org.apache.hadoop.mapreduce.JobContext.class.isInterface());

File inputFile = temp.newFile();
FileOutputStream out = new FileOutputStream(inputFile);
out.write(FILE_CONTENT.getBytes("UTF-8"));
out.close();

File tempFolder = temp.newFolder();
tempFolder.delete();
Path tempPath = new Path(tempFolder.toURI());

File outputFolder = temp.newFile();
outputFolder.delete();

Configuration conf = new Configuration();
// set the projection schema
conf.set("parquet.read.schema", Types.buildMessage()
.required(BINARY).as(UTF8).named("char")
.named("FormatTestObject").toString());

// disable summary metadata, it isn't needed
conf.set("parquet.enable.summary-metadata", "false");
conf.set("parquet.example.schema", PARQUET_TYPE.toString());

{
Job writeJob = new Job(conf, "write");
writeJob.setInputFormatClass(TextInputFormat.class);
TextInputFormat.addInputPath(writeJob, new Path(inputFile.toString()));

writeJob.setOutputFormatClass(ExampleOutputFormat.class);
writeJob.setMapperClass(Writer.class);
writeJob.setNumReduceTasks(0); // write directly to Parquet without reduce
ParquetOutputFormat.setBlockSize(writeJob, 10240);
ParquetOutputFormat.setPageSize(writeJob, 512);
ParquetOutputFormat.setDictionaryPageSize(writeJob, 1024);
ParquetOutputFormat.setEnableDictionary(writeJob, true);
ParquetOutputFormat.setMaxPaddingSize(writeJob, 1023); // always pad
ParquetOutputFormat.setOutputPath(writeJob, tempPath);

waitForJob(writeJob);
}

long bytesWritten = 0;
FileSystem fs = FileSystem.getLocal(conf);
for (FileStatus file : fs.listStatus(tempPath)) {
bytesWritten += file.getLen();
}

long bytesRead;
{
Job readJob = new Job(conf, "read");
readJob.setInputFormatClass(ExampleInputFormat.class);
TextInputFormat.addInputPath(readJob, tempPath);

readJob.setOutputFormatClass(TextOutputFormat.class);
readJob.setMapperClass(Reader.class);
readJob.setNumReduceTasks(0); // no reduce phase
TextOutputFormat.setOutputPath(readJob, new Path(outputFolder.toString()));

waitForJob(readJob);

bytesRead = Reader.bytesReadCounter.getValue();
}

Assert.assertTrue("Should read less than 10% of the input file size",
bytesRead < (bytesWritten / 10));
}

private void waitForJob(Job job) throws Exception {
job.submit();
while (!job.isComplete()) {
sleep(100);
}
if (!job.isSuccessful()) {
throw new RuntimeException("job failed " + job.getJobName());
}
}
}