-
Notifications
You must be signed in to change notification settings - Fork 2.3k
Commit
This commit does not belong to any branch on this repository, and may belong to a fork outside of the repository.
Core, Spark: Refactor RewriteFileGroup planner to core
- Loading branch information
Peter Vary
committed
Nov 11, 2024
1 parent
166edc7
commit 5fdcb3d
Showing
5 changed files
with
367 additions
and
159 deletions.
There are no files selected for viewing
175 changes: 175 additions & 0 deletions
175
core/src/main/java/org/apache/iceberg/actions/RewriteFileGroupPlanner.java
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1,175 @@ | ||
/* | ||
* 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.iceberg.actions; | ||
|
||
import java.io.IOException; | ||
import java.util.List; | ||
import java.util.Map; | ||
import java.util.concurrent.atomic.AtomicInteger; | ||
import java.util.stream.Stream; | ||
import org.apache.iceberg.DataFile; | ||
import org.apache.iceberg.FileScanTask; | ||
import org.apache.iceberg.RewriteJobOrder; | ||
import org.apache.iceberg.StructLike; | ||
import org.apache.iceberg.Table; | ||
import org.apache.iceberg.data.GenericRecord; | ||
import org.apache.iceberg.expressions.Expression; | ||
import org.apache.iceberg.io.CloseableIterable; | ||
import org.apache.iceberg.relocated.com.google.common.collect.ImmutableList; | ||
import org.apache.iceberg.relocated.com.google.common.collect.Lists; | ||
import org.apache.iceberg.relocated.com.google.common.collect.Maps; | ||
import org.apache.iceberg.types.Types; | ||
import org.apache.iceberg.util.StructLikeMap; | ||
import org.slf4j.Logger; | ||
import org.slf4j.LoggerFactory; | ||
|
||
/** | ||
* Checks the files in the table, and using the {@link FileRewriter} plans the groups for | ||
* compaction. | ||
*/ | ||
public class RewriteFileGroupPlanner { | ||
private static final Logger LOG = LoggerFactory.getLogger(RewriteFileGroupPlanner.class); | ||
|
||
private final FileRewriter<FileScanTask, DataFile> rewriter; | ||
private final RewriteJobOrder rewriteJobOrder; | ||
|
||
public RewriteFileGroupPlanner( | ||
FileRewriter<FileScanTask, DataFile> rewriter, RewriteJobOrder rewriteJobOrder) { | ||
this.rewriter = rewriter; | ||
this.rewriteJobOrder = rewriteJobOrder; | ||
} | ||
|
||
public RewritePlanResult plan(Table table, Expression filter, long startingSnapshotId) { | ||
StructLikeMap<List<List<FileScanTask>>> plan = | ||
planFileGroups(table, filter, startingSnapshotId); | ||
RewriteExecutionContext ctx = new RewriteExecutionContext(); | ||
Stream<RewriteFileGroup> groups = | ||
plan.entrySet().stream() | ||
.filter(e -> !e.getValue().isEmpty()) | ||
.flatMap( | ||
e -> { | ||
StructLike partition = e.getKey(); | ||
List<List<FileScanTask>> scanGroups = e.getValue(); | ||
return scanGroups.stream().map(tasks -> newRewriteGroup(ctx, partition, tasks)); | ||
}) | ||
.sorted(RewriteFileGroup.comparator(rewriteJobOrder)); | ||
Map<StructLike, Integer> groupsInPartition = plan.transformValues(List::size); | ||
int totalGroupCount = groupsInPartition.values().stream().reduce(Integer::sum).orElse(0); | ||
return new RewritePlanResult(groups, totalGroupCount, groupsInPartition); | ||
} | ||
|
||
private StructLikeMap<List<List<FileScanTask>>> planFileGroups( | ||
Table table, Expression filter, long startingSnapshotId) { | ||
CloseableIterable<FileScanTask> fileScanTasks = | ||
table | ||
.newScan() | ||
.useSnapshot(startingSnapshotId) | ||
.filter(filter) | ||
.ignoreResiduals() | ||
.planFiles(); | ||
|
||
try { | ||
Types.StructType partitionType = table.spec().partitionType(); | ||
StructLikeMap<List<FileScanTask>> filesByPartition = | ||
groupByPartition(table, partitionType, fileScanTasks); | ||
return filesByPartition.transformValues( | ||
tasks -> ImmutableList.copyOf(rewriter.planFileGroups(tasks))); | ||
} finally { | ||
try { | ||
fileScanTasks.close(); | ||
} catch (IOException io) { | ||
LOG.error("Cannot properly close file iterable while planning for rewrite", io); | ||
} | ||
} | ||
} | ||
|
||
private StructLikeMap<List<FileScanTask>> groupByPartition( | ||
Table table, Types.StructType partitionType, Iterable<FileScanTask> tasks) { | ||
StructLikeMap<List<FileScanTask>> filesByPartition = StructLikeMap.create(partitionType); | ||
StructLike emptyStruct = GenericRecord.create(partitionType); | ||
|
||
for (FileScanTask task : tasks) { | ||
// If a task uses an incompatible partition spec the data inside could contain values | ||
// which belong to multiple partitions in the current spec. Treating all such files as | ||
// un-partitioned and grouping them together helps to minimize new files made. | ||
StructLike taskPartition = | ||
task.file().specId() == table.spec().specId() ? task.file().partition() : emptyStruct; | ||
|
||
filesByPartition.computeIfAbsent(taskPartition, unused -> Lists.newArrayList()).add(task); | ||
} | ||
|
||
return filesByPartition; | ||
} | ||
|
||
private RewriteFileGroup newRewriteGroup( | ||
RewriteExecutionContext ctx, StructLike partition, List<FileScanTask> tasks) { | ||
RewriteDataFiles.FileGroupInfo info = | ||
ImmutableRewriteDataFiles.FileGroupInfo.builder() | ||
.globalIndex(ctx.currentGlobalIndex()) | ||
.partitionIndex(ctx.currentPartitionIndex(partition)) | ||
.partition(partition) | ||
.build(); | ||
return new RewriteFileGroup(info, Lists.newArrayList(tasks)); | ||
} | ||
|
||
public static class RewritePlanResult { | ||
private final Stream<RewriteFileGroup> groups; | ||
private final int totalGroupCount; | ||
private final Map<StructLike, Integer> groupsInPartition; | ||
|
||
private RewritePlanResult( | ||
Stream<RewriteFileGroup> groups, | ||
int totalGroupCount, | ||
Map<StructLike, Integer> groupsInPartition) { | ||
this.groups = groups; | ||
this.totalGroupCount = totalGroupCount; | ||
this.groupsInPartition = groupsInPartition; | ||
} | ||
|
||
public Stream<RewriteFileGroup> groups() { | ||
return groups; | ||
} | ||
|
||
public int groupsInPartition(StructLike partition) { | ||
return groupsInPartition.get(partition); | ||
} | ||
|
||
public int totalGroupCount() { | ||
return totalGroupCount; | ||
} | ||
} | ||
|
||
private static class RewriteExecutionContext { | ||
private final Map<StructLike, Integer> partitionIndexMap; | ||
private final AtomicInteger groupIndex; | ||
|
||
private RewriteExecutionContext() { | ||
this.partitionIndexMap = Maps.newConcurrentMap(); | ||
this.groupIndex = new AtomicInteger(1); | ||
} | ||
|
||
private int currentGlobalIndex() { | ||
return groupIndex.getAndIncrement(); | ||
} | ||
|
||
private int currentPartitionIndex(StructLike partition) { | ||
return partitionIndexMap.merge(partition, 1, Integer::sum); | ||
} | ||
} | ||
} |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
161 changes: 161 additions & 0 deletions
161
core/src/test/java/org/apache/iceberg/actions/TestRewriteFileGroupPlanner.java
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1,161 @@ | ||
/* | ||
* 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.iceberg.actions; | ||
|
||
import static org.assertj.core.api.Assertions.assertThat; | ||
|
||
import java.io.File; | ||
import java.util.List; | ||
import java.util.Map; | ||
import java.util.Set; | ||
import java.util.UUID; | ||
import java.util.stream.Collectors; | ||
import org.apache.iceberg.DataFile; | ||
import org.apache.iceberg.DataFiles; | ||
import org.apache.iceberg.FileScanTask; | ||
import org.apache.iceberg.RewriteJobOrder; | ||
import org.apache.iceberg.StructLike; | ||
import org.apache.iceberg.TestBase; | ||
import org.apache.iceberg.TestTables; | ||
import org.apache.iceberg.expressions.Expressions; | ||
import org.apache.iceberg.relocated.com.google.common.collect.ImmutableList; | ||
import org.apache.iceberg.relocated.com.google.common.collect.ImmutableMap; | ||
import org.apache.iceberg.relocated.com.google.common.collect.Lists; | ||
import org.junit.jupiter.api.AfterEach; | ||
import org.junit.jupiter.api.BeforeEach; | ||
import org.junit.jupiter.api.Test; | ||
import org.junit.jupiter.api.io.TempDir; | ||
import org.junit.jupiter.params.ParameterizedTest; | ||
import org.junit.jupiter.params.provider.EnumSource; | ||
|
||
class TestRewriteFileGroupPlanner { | ||
private static final DataFile FILE_1 = newDataFile("data_bucket=0", 10); | ||
private static final DataFile FILE_2 = newDataFile("data_bucket=0", 10); | ||
private static final DataFile FILE_3 = newDataFile("data_bucket=0", 10); | ||
private static final DataFile FILE_4 = newDataFile("data_bucket=1", 11); | ||
private static final DataFile FILE_5 = newDataFile("data_bucket=1", 11); | ||
private static final DataFile FILE_6 = newDataFile("data_bucket=2", 50); | ||
|
||
private static final Map<RewriteJobOrder, List<StructLike>> EXPECTED = | ||
ImmutableMap.of( | ||
RewriteJobOrder.FILES_DESC, | ||
ImmutableList.of(FILE_1.partition(), FILE_4.partition(), FILE_6.partition()), | ||
RewriteJobOrder.FILES_ASC, | ||
ImmutableList.of(FILE_6.partition(), FILE_4.partition(), FILE_1.partition()), | ||
RewriteJobOrder.BYTES_DESC, | ||
ImmutableList.of(FILE_6.partition(), FILE_1.partition(), FILE_4.partition()), | ||
RewriteJobOrder.BYTES_ASC, | ||
ImmutableList.of(FILE_4.partition(), FILE_1.partition(), FILE_6.partition())); | ||
|
||
@TempDir private File tableDir = null; | ||
private TestTables.TestTable table = null; | ||
|
||
@BeforeEach | ||
public void setupTable() throws Exception { | ||
this.table = TestTables.create(tableDir, "test", TestBase.SCHEMA, TestBase.SPEC, 3); | ||
} | ||
|
||
@AfterEach | ||
public void cleanupTables() { | ||
TestTables.clearTables(); | ||
} | ||
|
||
@ParameterizedTest | ||
@EnumSource( | ||
value = RewriteJobOrder.class, | ||
names = {"FILES_DESC", "FILES_ASC", "BYTES_DESC", "BYTES_ASC"}) | ||
void testGroups(RewriteJobOrder order) { | ||
table | ||
.newAppend() | ||
.appendFile(FILE_1) | ||
.appendFile(FILE_2) | ||
.appendFile(FILE_3) | ||
.appendFile(FILE_4) | ||
.appendFile(FILE_5) | ||
.appendFile(FILE_6) | ||
.commit(); | ||
RewriteFileGroupPlanner planner = new RewriteFileGroupPlanner(new DummyRewriter(false), order); | ||
RewriteFileGroupPlanner.RewritePlanResult result = | ||
planner.plan(table, Expressions.alwaysTrue(), table.currentSnapshot().snapshotId()); | ||
List<RewriteFileGroup> groups = result.groups().collect(Collectors.toList()); | ||
assertThat(groups.stream().map(group -> group.info().partition()).collect(Collectors.toList())) | ||
.isEqualTo(EXPECTED.get(order)); | ||
assertThat(result.totalGroupCount()).isEqualTo(3); | ||
EXPECTED.get(order).forEach(s -> assertThat(result.groupsInPartition(s)).isEqualTo(1)); | ||
} | ||
|
||
@Test | ||
void testContext() { | ||
table | ||
.newAppend() | ||
.appendFile(FILE_1) | ||
.appendFile(FILE_2) | ||
.appendFile(FILE_3) | ||
.appendFile(FILE_4) | ||
.appendFile(FILE_5) | ||
.appendFile(FILE_6) | ||
.commit(); | ||
RewriteFileGroupPlanner planner = | ||
new RewriteFileGroupPlanner(new DummyRewriter(true), RewriteJobOrder.FILES_DESC); | ||
RewriteFileGroupPlanner.RewritePlanResult result = | ||
planner.plan(table, Expressions.alwaysTrue(), table.currentSnapshot().snapshotId()); | ||
assertThat(result.totalGroupCount()).isEqualTo(6); | ||
assertThat(result.groupsInPartition(FILE_1.partition())).isEqualTo(3); | ||
assertThat(result.groupsInPartition(FILE_4.partition())).isEqualTo(2); | ||
assertThat(result.groupsInPartition(FILE_6.partition())).isEqualTo(1); | ||
} | ||
|
||
private static class DummyRewriter implements FileRewriter<FileScanTask, DataFile> { | ||
private final boolean split; | ||
|
||
private DummyRewriter(boolean split) { | ||
this.split = split; | ||
} | ||
|
||
@Override | ||
public Set<String> validOptions() { | ||
return Set.of(); | ||
} | ||
|
||
@Override | ||
public void init(Map<String, String> options) {} | ||
|
||
@Override | ||
public Iterable<List<FileScanTask>> planFileGroups(Iterable<FileScanTask> tasks) { | ||
List<FileScanTask> taskList = Lists.newArrayList(tasks); | ||
return split | ||
? taskList.stream().map(ImmutableList::of).collect(Collectors.toList()) | ||
: ImmutableList.of(taskList); | ||
} | ||
|
||
@Override | ||
public Set<DataFile> rewrite(List<FileScanTask> group) { | ||
return Set.of(); | ||
} | ||
} | ||
|
||
private static DataFile newDataFile(String partitionPath, long fileSize) { | ||
return DataFiles.builder(TestBase.SPEC) | ||
.withPath("/path/to/data-" + UUID.randomUUID() + ".parquet") | ||
.withFileSizeInBytes(fileSize) | ||
.withPartitionPath(partitionPath) | ||
.withRecordCount(1) | ||
.build(); | ||
} | ||
} |
Oops, something went wrong.