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313 changes: 313 additions & 0 deletions core/src/main/java/org/apache/iceberg/PartitionStatsHandler.java
Original file line number Diff line number Diff line change
@@ -0,0 +1,313 @@
/*
* 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;

import static org.apache.iceberg.TableProperties.DEFAULT_FILE_FORMAT;
import static org.apache.iceberg.TableProperties.DEFAULT_FILE_FORMAT_DEFAULT;

import java.io.IOException;
import java.io.UncheckedIOException;
import java.util.Collection;
import java.util.Comparator;
import java.util.List;
import java.util.Locale;
import java.util.Map;
import java.util.Queue;
import java.util.UUID;
import org.apache.iceberg.io.CloseableIterable;
import org.apache.iceberg.io.FileAppender;
import org.apache.iceberg.io.InputFile;
import org.apache.iceberg.io.OutputFile;
import org.apache.iceberg.relocated.com.google.common.annotations.VisibleForTesting;
import org.apache.iceberg.relocated.com.google.common.base.Preconditions;
import org.apache.iceberg.relocated.com.google.common.collect.Lists;
import org.apache.iceberg.relocated.com.google.common.collect.Queues;
import org.apache.iceberg.types.Comparators;
import org.apache.iceberg.types.Types.IntegerType;
import org.apache.iceberg.types.Types.LongType;
import org.apache.iceberg.types.Types.NestedField;
import org.apache.iceberg.types.Types.StructType;
import org.apache.iceberg.util.PartitionMap;
import org.apache.iceberg.util.PartitionUtil;
import org.apache.iceberg.util.Tasks;
import org.apache.iceberg.util.ThreadPools;

/**
* Computes, writes and reads the {@link PartitionStatisticsFile}. Uses generic readers and writers
* to support writing and reading of the stats in table default format.
*/
public class PartitionStatsHandler {
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This class was just copied from iceberg-data module (deprecated now) and replace datawriter and reader function with InternalData


private PartitionStatsHandler() {}

public static final int PARTITION_FIELD_ID = 0;
public static final String PARTITION_FIELD_NAME = "partition";
public static final NestedField SPEC_ID = NestedField.required(1, "spec_id", IntegerType.get());
public static final NestedField DATA_RECORD_COUNT =
NestedField.required(2, "data_record_count", LongType.get());
public static final NestedField DATA_FILE_COUNT =
NestedField.required(3, "data_file_count", IntegerType.get());
public static final NestedField TOTAL_DATA_FILE_SIZE_IN_BYTES =
NestedField.required(4, "total_data_file_size_in_bytes", LongType.get());
public static final NestedField POSITION_DELETE_RECORD_COUNT =
NestedField.optional(5, "position_delete_record_count", LongType.get());
public static final NestedField POSITION_DELETE_FILE_COUNT =
NestedField.optional(6, "position_delete_file_count", IntegerType.get());
public static final NestedField EQUALITY_DELETE_RECORD_COUNT =
NestedField.optional(7, "equality_delete_record_count", LongType.get());
public static final NestedField EQUALITY_DELETE_FILE_COUNT =
NestedField.optional(8, "equality_delete_file_count", IntegerType.get());
public static final NestedField TOTAL_RECORD_COUNT =
NestedField.optional(9, "total_record_count", LongType.get());
public static final NestedField LAST_UPDATED_AT =
NestedField.optional(10, "last_updated_at", LongType.get());
public static final NestedField LAST_UPDATED_SNAPSHOT_ID =
NestedField.optional(11, "last_updated_snapshot_id", LongType.get());

/**
* Generates the partition stats file schema based on a combined partition type which considers
* all specs in a table.
*
* @param unifiedPartitionType unified partition schema type. Could be calculated by {@link
* Partitioning#partitionType(Table)}.
* @return a schema that corresponds to the provided unified partition type.
*/
public static Schema schema(StructType unifiedPartitionType) {
Preconditions.checkState(!unifiedPartitionType.fields().isEmpty(), "Table must be partitioned");
return new Schema(
NestedField.required(PARTITION_FIELD_ID, PARTITION_FIELD_NAME, unifiedPartitionType),
SPEC_ID,
DATA_RECORD_COUNT,
DATA_FILE_COUNT,
TOTAL_DATA_FILE_SIZE_IN_BYTES,
POSITION_DELETE_RECORD_COUNT,
POSITION_DELETE_FILE_COUNT,
EQUALITY_DELETE_RECORD_COUNT,
EQUALITY_DELETE_FILE_COUNT,
TOTAL_RECORD_COUNT,
LAST_UPDATED_AT,
LAST_UPDATED_SNAPSHOT_ID);
}

/**
* Computes and writes the {@link PartitionStatisticsFile} for a given table's current snapshot.
*
* @param table The {@link Table} for which the partition statistics is computed.
* @return {@link PartitionStatisticsFile} for the current snapshot, or null if no statistics are
* present.
*/
public static PartitionStatisticsFile computeAndWriteStatsFile(Table table) throws IOException {
if (table.currentSnapshot() == null) {
return null;
}

return computeAndWriteStatsFile(table, table.currentSnapshot().snapshotId());
}

/**
* Computes and writes the {@link PartitionStatisticsFile} for a given table and snapshot.
*
* @param table The {@link Table} for which the partition statistics is computed.
* @param snapshotId snapshot for which partition statistics are computed.
* @return {@link PartitionStatisticsFile} for the given snapshot, or null if no statistics are
* present.
*/
public static PartitionStatisticsFile computeAndWriteStatsFile(Table table, long snapshotId)
throws IOException {
Snapshot snapshot = table.snapshot(snapshotId);
Preconditions.checkArgument(snapshot != null, "Snapshot not found: %s", snapshotId);

Collection<PartitionStats> stats = computeStats(table, snapshot);
if (stats.isEmpty()) {
return null;
}

StructType partitionType = Partitioning.partitionType(table);
List<PartitionStats> sortedStats = sortStatsByPartition(stats, partitionType);
return writePartitionStatsFile(
table, snapshot.snapshotId(), schema(partitionType), sortedStats);
}

@VisibleForTesting
static PartitionStatisticsFile writePartitionStatsFile(
Table table, long snapshotId, Schema dataSchema, Iterable<PartitionStats> records)
throws IOException {
FileFormat fileFormat =
FileFormat.fromString(
table.properties().getOrDefault(DEFAULT_FILE_FORMAT, DEFAULT_FILE_FORMAT_DEFAULT));

OutputFile outputFile = newPartitionStatsFile(table, fileFormat, snapshotId);

try (FileAppender<StructLike> writer =
InternalData.write(fileFormat, outputFile).schema(dataSchema).build()) {
records.iterator().forEachRemaining(writer::add);
}

return ImmutableGenericPartitionStatisticsFile.builder()
.snapshotId(snapshotId)
.path(outputFile.location())
.fileSizeInBytes(outputFile.toInputFile().getLength())
.build();
}

/**
* Reads partition statistics from the specified {@link InputFile} using given schema.
*
* @param schema The {@link Schema} of the partition statistics file.
* @param inputFile An {@link InputFile} pointing to the partition stats file.
*/
public static CloseableIterable<PartitionStats> readPartitionStatsFile(
Schema schema, InputFile inputFile) {
FileFormat fileFormat = FileFormat.fromFileName(inputFile.location());
Preconditions.checkArgument(
fileFormat != null, "Unable to determine format of file: %s", inputFile.location());

CloseableIterable<StructLike> records =
InternalData.read(fileFormat, inputFile).project(schema).build();
return CloseableIterable.transform(records, PartitionStatsHandler::recordToPartitionStats);
}

private static OutputFile newPartitionStatsFile(
Table table, FileFormat fileFormat, long snapshotId) {
Preconditions.checkArgument(
table instanceof HasTableOperations,
"Table must have operations to retrieve metadata location");

return table
.io()
.newOutputFile(
((HasTableOperations) table)
.operations()
.metadataFileLocation(
fileFormat.addExtension(
String.format(
Locale.ROOT, "partition-stats-%d-%s", snapshotId, UUID.randomUUID()))));
}

private static PartitionStats recordToPartitionStats(StructLike record) {
PartitionStats stats =
new PartitionStats(
record.get(PARTITION_FIELD_ID, StructLike.class),
record.get(SPEC_ID.fieldId(), Integer.class));
stats.set(DATA_RECORD_COUNT.fieldId(), record.get(DATA_RECORD_COUNT.fieldId(), Long.class));
stats.set(DATA_FILE_COUNT.fieldId(), record.get(DATA_FILE_COUNT.fieldId(), Integer.class));
stats.set(
TOTAL_DATA_FILE_SIZE_IN_BYTES.fieldId(),
record.get(TOTAL_DATA_FILE_SIZE_IN_BYTES.fieldId(), Long.class));
stats.set(
POSITION_DELETE_RECORD_COUNT.fieldId(),
record.get(POSITION_DELETE_RECORD_COUNT.fieldId(), Long.class));
stats.set(
POSITION_DELETE_FILE_COUNT.fieldId(),
record.get(POSITION_DELETE_FILE_COUNT.fieldId(), Integer.class));
stats.set(
EQUALITY_DELETE_RECORD_COUNT.fieldId(),
record.get(EQUALITY_DELETE_RECORD_COUNT.fieldId(), Long.class));
stats.set(
EQUALITY_DELETE_FILE_COUNT.fieldId(),
record.get(EQUALITY_DELETE_FILE_COUNT.fieldId(), Integer.class));
stats.set(TOTAL_RECORD_COUNT.fieldId(), record.get(TOTAL_RECORD_COUNT.fieldId(), Long.class));
stats.set(LAST_UPDATED_AT.fieldId(), record.get(LAST_UPDATED_AT.fieldId(), Long.class));
stats.set(
LAST_UPDATED_SNAPSHOT_ID.fieldId(),
record.get(LAST_UPDATED_SNAPSHOT_ID.fieldId(), Long.class));
return stats;
}

private static Collection<PartitionStats> computeStats(Table table, Snapshot snapshot) {
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Copied the methods from partitionStatsUtil (perviously public, now deprecated) as got a comment that no need to keep too many public interfaces and compute logic can be internal to compute and write.

Preconditions.checkArgument(table != null, "table cannot be null");
Preconditions.checkArgument(Partitioning.isPartitioned(table), "table must be partitioned");
Preconditions.checkArgument(snapshot != null, "snapshot cannot be null");

StructType partitionType = Partitioning.partitionType(table);
List<ManifestFile> manifests = snapshot.allManifests(table.io());
Queue<PartitionMap<PartitionStats>> statsByManifest = Queues.newConcurrentLinkedQueue();
Tasks.foreach(manifests)
.stopOnFailure()
.throwFailureWhenFinished()
.executeWith(ThreadPools.getWorkerPool())
.run(manifest -> statsByManifest.add(collectStats(table, manifest, partitionType)));

return mergeStats(statsByManifest, table.specs());
}

private static List<PartitionStats> sortStatsByPartition(
Collection<PartitionStats> stats, StructType partitionType) {
List<PartitionStats> entries = Lists.newArrayList(stats);
entries.sort(
Comparator.comparing(PartitionStats::partition, Comparators.forType(partitionType)));
return entries;
}

private static PartitionMap<PartitionStats> collectStats(
Table table, ManifestFile manifest, StructType partitionType) {
try (ManifestReader<?> reader = openManifest(table, manifest)) {
PartitionMap<PartitionStats> statsMap = PartitionMap.create(table.specs());
int specId = manifest.partitionSpecId();
PartitionSpec spec = table.specs().get(specId);
PartitionData keyTemplate = new PartitionData(partitionType);

for (ManifestEntry<?> entry : reader.entries()) {
ContentFile<?> file = entry.file();
StructLike coercedPartition =
PartitionUtil.coercePartition(partitionType, spec, file.partition());
StructLike key = keyTemplate.copyFor(coercedPartition);
Snapshot snapshot = table.snapshot(entry.snapshotId());
PartitionStats stats =
statsMap.computeIfAbsent(
specId,
((PartitionData) file.partition()).copy(),
() -> new PartitionStats(key, specId));
if (entry.isLive()) {
stats.liveEntry(file, snapshot);
} else {
stats.deletedEntry(snapshot);
}
}

return statsMap;
} catch (IOException e) {
throw new UncheckedIOException(e);
}
}

private static ManifestReader<?> openManifest(Table table, ManifestFile manifest) {
List<String> projection = BaseScan.scanColumns(manifest.content());
return ManifestFiles.open(manifest, table.io()).select(projection);
}

private static Collection<PartitionStats> mergeStats(
Queue<PartitionMap<PartitionStats>> statsByManifest, Map<Integer, PartitionSpec> specs) {
PartitionMap<PartitionStats> statsMap = PartitionMap.create(specs);

for (PartitionMap<PartitionStats> stats : statsByManifest) {
stats.forEach(
(key, value) ->
statsMap.merge(
key,
value,
(existingEntry, newEntry) -> {
existingEntry.appendStats(newEntry);
return existingEntry;
}));
}

return statsMap.values();
}
}
5 changes: 5 additions & 0 deletions core/src/main/java/org/apache/iceberg/PartitionStatsUtil.java
Original file line number Diff line number Diff line change
Expand Up @@ -35,6 +35,11 @@
import org.apache.iceberg.util.Tasks;
import org.apache.iceberg.util.ThreadPools;

/**
* @deprecated since 1.10.0, will be removed in 1.11.0; use {@link
* org.apache.iceberg.PartitionStatsHandler} directly
*/
@Deprecated
public class PartitionStatsUtil {

private PartitionStatsUtil() {}
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