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Adding a new Partition/Time based compaction strategy

This commit is contained in:
Nishith Agarwal
2017-10-25 13:30:15 -07:00
committed by vinoth chandar
parent 051f600b7f
commit 4aed5c7338
4 changed files with 98 additions and 6 deletions

View File

@@ -87,6 +87,7 @@ public class HoodieRealtimeTableCompactor implements HoodieCompactor {
.getLatestFileSlices(partitionPath)
.map(s -> new CompactionOperation(s.getDataFile().get(),
partitionPath, s.getLogFiles().collect(Collectors.toList()), config))
.filter(c -> !c.getDeltaFilePaths().isEmpty())
.collect(toList()).iterator()).collect();
log.info("Total of " + operations.size() + " compactions are retrieved");

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@@ -0,0 +1,62 @@
/*
* Copyright (c) 2016 Uber Technologies, Inc. (hoodie-dev-group@uber.com)
*
* Licensed 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 com.uber.hoodie.io.compact.strategy;
import com.uber.hoodie.config.HoodieWriteConfig;
import com.uber.hoodie.exception.HoodieException;
import com.uber.hoodie.io.compact.CompactionOperation;
import java.text.ParseException;
import java.text.SimpleDateFormat;
import java.util.Comparator;
import java.util.Date;
import java.util.List;
import java.util.Locale;
import java.util.stream.Collectors;
/**
* This strategy orders compactions in reverse order of creation of Hive Partitions.
* It helps to compact data in latest partitions first and then older capped at the Total_IO allowed.
*/
public class DayBasedCompactionStrategy extends BoundedIOCompactionStrategy {
// For now, use SimpleDateFormat as default partition format
private static String datePartitionFormat = "yyyy/MM/dd";
// Sorts compaction in LastInFirstCompacted order
private static Comparator<CompactionOperation> comparator = (CompactionOperation leftC, CompactionOperation rightC) -> {
try {
Date left = new SimpleDateFormat(datePartitionFormat, Locale.ENGLISH)
.parse(leftC.getPartitionPath());
Date right = new SimpleDateFormat(datePartitionFormat, Locale.ENGLISH)
.parse(rightC.getPartitionPath());
return left.after(right) ? -1 : right.after(left) ? 1 : 0;
} catch (ParseException e) {
throw new HoodieException("Invalid Partition Date Format", e);
}
};
public Comparator<CompactionOperation> getComparator() {
return comparator;
}
@Override
public List<CompactionOperation> orderAndFilter(HoodieWriteConfig writeConfig, List<CompactionOperation> operations) {
// Iterate through the operations and accept operations as long as we are within the IO limit
return super.orderAndFilter(writeConfig, operations.stream().sorted(comparator).collect(Collectors.toList()));
}
}

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@@ -128,7 +128,7 @@ public class TestHoodieCompactor {
compactor.compact(jsc, getConfig(), table, HoodieActiveTimeline.createNewCommitTime());
String basePath = table.getMetaClient().getBasePath();
assertTrue("If there is nothing to compact, result will be empty",
result.getFileIdAndFullPaths(basePath).isEmpty());
result == null || result.getFileIdAndFullPaths(basePath).isEmpty());
}
@Test

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@@ -16,25 +16,29 @@
package com.uber.hoodie.io.strategy;
import static org.junit.Assert.assertEquals;
import static org.junit.Assert.assertTrue;
import com.beust.jcommander.internal.Lists;
import com.google.common.collect.Maps;
import com.uber.hoodie.config.HoodieCompactionConfig;
import com.uber.hoodie.config.HoodieWriteConfig;
import com.uber.hoodie.io.compact.CompactionOperation;
import com.uber.hoodie.io.compact.strategy.BoundedIOCompactionStrategy;
import com.uber.hoodie.io.compact.strategy.DayBasedCompactionStrategy;
import com.uber.hoodie.io.compact.strategy.LogFileSizeBasedCompactionStrategy;
import com.uber.hoodie.io.compact.strategy.UnBoundedCompactionStrategy;
import org.junit.Test;
import java.util.List;
import java.util.Map;
import java.util.Random;
import java.util.stream.Collectors;
import org.junit.Test;
import static org.junit.Assert.assertEquals;
import static org.junit.Assert.assertTrue;
public class TestHoodieCompactionStrategy {
private static final long MB = 1024 * 1024L;
private String [] partitionPaths = {"2017/01/01", "2017/01/02", "2017/01/03"};
@Test
public void testUnBounded() {
@@ -106,11 +110,36 @@ public class TestHoodieCompactionStrategy {
1204, (long) returnedSize);
}
@Test
public void testPartitionAwareCompactionSimple() {
Map<Long, List<Long>> sizesMap = Maps.newHashMap();
sizesMap.put(120 * MB, Lists.newArrayList(60 * MB, 10 * MB, 80 * MB));
sizesMap.put(110 * MB, Lists.newArrayList());
sizesMap.put(100 * MB, Lists.newArrayList(MB));
sizesMap.put(90 * MB, Lists.newArrayList(1024 * MB));
DayBasedCompactionStrategy strategy = new DayBasedCompactionStrategy();
HoodieWriteConfig writeConfig = HoodieWriteConfig.newBuilder().withPath("/tmp")
.withCompactionConfig(
HoodieCompactionConfig.newBuilder().withCompactionStrategy(strategy)
.withTargetIOPerCompactionInMB(400).build()).build();
List<CompactionOperation> operations = createCompactionOperations(writeConfig, sizesMap);
List<CompactionOperation> returned = strategy.orderAndFilter(writeConfig, operations);
assertTrue("DayBasedCompactionStrategy should have resulted in fewer compactions",
returned.size() < operations.size());
int comparision = strategy.getComparator().compare(returned.get(returned.size() - 1), returned.get(0));
// Either the partition paths are sorted in descending order or they are equal
assertTrue("DayBasedCompactionStrategy should sort partitions in descending order",
comparision >= 0);
}
private List<CompactionOperation> createCompactionOperations(HoodieWriteConfig config,
Map<Long, List<Long>> sizesMap) {
List<CompactionOperation> operations = Lists.newArrayList(sizesMap.size());
sizesMap.forEach((k, v) -> {
operations.add(new CompactionOperation(TestHoodieDataFile.newDataFile(k), "",
operations.add(new CompactionOperation(TestHoodieDataFile.newDataFile(k),
partitionPaths[new Random().nextInt(partitionPaths.length - 1)],
v.stream().map(TestHoodieLogFile::newLogFile).collect(
Collectors.toList()), config));
});