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Added support to read partitioned parquet files from S3 (deephaven#5206)
Breaking Change: Renamed KeyValuePartitionLayout to FileKeyValuePartitionLayout.
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141
...main/java/io/deephaven/engine/table/impl/locations/local/FileKeyValuePartitionLayout.java
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// | ||
// Copyright (c) 2016-2024 Deephaven Data Labs and Patent Pending | ||
// | ||
package io.deephaven.engine.table.impl.locations.local; | ||
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import gnu.trove.map.TIntObjectMap; | ||
import gnu.trove.map.hash.TIntObjectHashMap; | ||
import io.deephaven.base.verify.Require; | ||
import io.deephaven.engine.table.Table; | ||
import io.deephaven.api.util.NameValidator; | ||
import io.deephaven.engine.table.impl.locations.TableDataException; | ||
import io.deephaven.engine.table.impl.locations.TableLocationKey; | ||
import io.deephaven.engine.table.impl.locations.impl.TableLocationKeyFinder; | ||
import org.jetbrains.annotations.NotNull; | ||
import org.jetbrains.annotations.Nullable; | ||
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import java.io.File; | ||
import java.io.IOException; | ||
import java.nio.file.*; | ||
import java.nio.file.attribute.BasicFileAttributes; | ||
import java.util.*; | ||
import java.util.function.BiFunction; | ||
import java.util.function.Consumer; | ||
import java.util.function.Predicate; | ||
import java.util.function.Supplier; | ||
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/** | ||
* {@link TableLocationKeyFinder Location finder} that will take a directory file, traverse the directory hierarchy and | ||
* infer partitions from key-value pairs in the directory names, for example: | ||
* | ||
* <pre> | ||
* tableRootDirectory/Country=France/City=Paris/parisData.parquet | ||
* </pre> | ||
* | ||
* Traversal is depth-first, and assumes that target files will only be found at a single depth. This class is | ||
* specialized for handling of files. For handling of URIs, see {@link URIStreamKeyValuePartitionLayout}. | ||
* | ||
* @implNote Column names will be legalized via {@link NameValidator#legalizeColumnName(String, Set)}. | ||
*/ | ||
public class FileKeyValuePartitionLayout<TLK extends TableLocationKey> | ||
extends KeyValuePartitionLayout<TLK, Path> | ||
implements TableLocationKeyFinder<TLK> { | ||
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private final File tableRootDirectory; | ||
private final Predicate<Path> pathFilter; | ||
private final Supplier<LocationTableBuilder> locationTableBuilderFactory; | ||
private final int maxPartitioningLevels; | ||
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/** | ||
* @param tableRootDirectory The directory to traverse from | ||
* @param pathFilter Filter to determine whether a regular file should be used to create a key | ||
* @param locationTableBuilderFactory Factory for {@link LocationTableBuilder builders} used to organize partition | ||
* information; as builders are typically stateful, a new builder is created each time this | ||
* {@link KeyValuePartitionLayout} is used to {@link #findKeys(Consumer) find keys} | ||
* @param keyFactory Factory function used to generate table location keys from target files and partition values | ||
* @param maxPartitioningLevels Maximum partitioning levels to traverse. Must be {@code >= 0}. {@code 0} means only | ||
* look at files in {@code tableRootDirectory} and find no partitions. | ||
*/ | ||
public FileKeyValuePartitionLayout( | ||
@NotNull final File tableRootDirectory, | ||
@NotNull final Predicate<Path> pathFilter, | ||
@NotNull final Supplier<LocationTableBuilder> locationTableBuilderFactory, | ||
@NotNull final BiFunction<Path, Map<String, Comparable<?>>, TLK> keyFactory, | ||
final int maxPartitioningLevels) { | ||
super(keyFactory); | ||
this.tableRootDirectory = tableRootDirectory; | ||
this.pathFilter = pathFilter; | ||
this.locationTableBuilderFactory = locationTableBuilderFactory; | ||
this.maxPartitioningLevels = Require.geqZero(maxPartitioningLevels, "maxPartitioningLevels"); | ||
} | ||
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@Override | ||
public String toString() { | ||
return FileKeyValuePartitionLayout.class.getSimpleName() + '[' + tableRootDirectory + ']'; | ||
} | ||
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@Override | ||
public void findKeys(@NotNull final Consumer<TLK> locationKeyObserver) { | ||
final Queue<Path> targetFiles = new ArrayDeque<>(); | ||
final LocationTableBuilder locationTableBuilder = locationTableBuilderFactory.get(); | ||
try { | ||
Files.walkFileTree(tableRootDirectory.toPath(), EnumSet.of(FileVisitOption.FOLLOW_LINKS), | ||
maxPartitioningLevels + 1, new SimpleFileVisitor<>() { | ||
final Set<String> partitionKeys = new LinkedHashSet<>(); // Preserve order of insertion | ||
final List<String> partitionValues = new ArrayList<>(); | ||
final TIntObjectMap<ColumnNameInfo> partitionColInfo = new TIntObjectHashMap<>(); | ||
boolean registered; | ||
int columnCount = -1; | ||
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@Override | ||
public FileVisitResult preVisitDirectory( | ||
@NotNull final Path dir, | ||
@NotNull final BasicFileAttributes attrs) { | ||
final String dirName = dir.getFileName().toString(); | ||
// Skip dot directories | ||
if (!dirName.isEmpty() && dirName.charAt(0) == '.') { | ||
return FileVisitResult.SKIP_SUBTREE; | ||
} | ||
if (++columnCount > 0) { | ||
// We're descending and past the root | ||
final int columnIndex = columnCount - 1; | ||
processSubdirectoryInternal(dirName, dir.toString(), columnIndex, partitionKeys, | ||
partitionValues, partitionColInfo); | ||
} | ||
return FileVisitResult.CONTINUE; | ||
} | ||
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@Override | ||
public FileVisitResult visitFile( | ||
@NotNull final Path file, | ||
@NotNull final BasicFileAttributes attrs) { | ||
if (attrs.isRegularFile() && pathFilter.test(file)) { | ||
if (!registered) { | ||
locationTableBuilder.registerPartitionKeys(partitionKeys); | ||
registered = true; | ||
} | ||
locationTableBuilder.acceptLocation(partitionValues); | ||
targetFiles.add(file); | ||
} | ||
return FileVisitResult.CONTINUE; | ||
} | ||
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@Override | ||
public FileVisitResult postVisitDirectory( | ||
@NotNull final Path dir, | ||
@Nullable final IOException exc) throws IOException { | ||
if (--columnCount >= 0) { | ||
partitionValues.remove(columnCount); | ||
} | ||
return super.postVisitDirectory(dir, exc); | ||
} | ||
}); | ||
} catch (IOException e) { | ||
throw new TableDataException("Error finding locations for under " + tableRootDirectory, e); | ||
} | ||
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final Table locationTable = locationTableBuilder.build(); | ||
buildLocationKeys(locationTable, targetFiles, locationKeyObserver); | ||
} | ||
} |
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