Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

[590] Add Hudi HMS Catalog Sync Implementation #648

Merged
merged 1 commit into from
Feb 19, 2025
Merged
Show file tree
Hide file tree
Changes from all commits
Commits
File filter

Filter by extension

Filter by extension


Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
Original file line number Diff line number Diff line change
Expand Up @@ -23,6 +23,9 @@
import java.util.List;
import java.util.Map;

import lombok.AccessLevel;
import lombok.NoArgsConstructor;

import org.apache.spark.sql.types.StructType;

import org.apache.hudi.common.util.StringUtils;
Expand All @@ -33,15 +36,22 @@
import org.apache.xtable.schema.SparkSchemaExtractor;

/** Util class to fetch details about Hudi table */
public class HudiCatalogTableUtils {
@NoArgsConstructor(access = AccessLevel.PRIVATE)
public class HudiCatalogTablePropertiesExtractor {

private static final HudiCatalogTablePropertiesExtractor INSTANCE =
new HudiCatalogTablePropertiesExtractor();

public static HudiCatalogTablePropertiesExtractor getInstance() {
return INSTANCE;
}
/**
* Get Spark Sql related table properties. This is used for spark datasource table.
*
* @param schema The schema to write to the table.
* @return A new parameters added the spark's table properties.
*/
public static Map<String, String> getSparkTableProperties(
public Map<String, String> getSparkTableProperties(
List<String> partitionNames,
String sparkVersion,
int schemaLengthThreshold,
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -32,7 +32,7 @@
import org.apache.xtable.model.schema.InternalSchema;
import org.apache.xtable.model.schema.InternalType;

public class TestHudiCatalogTableUtils {
public class TestHudiCatalogTablePropertiesExtractor {

@Test
void testGetSparkTableProperties() {
Expand Down Expand Up @@ -81,8 +81,8 @@ void testGetSparkTableProperties() {
.build();

Map<String, String> result =
HudiCatalogTableUtils.getSparkTableProperties(
partitionNames, sparkVersion, schemaLengthThreshold, schema);
HudiCatalogTablePropertiesExtractor.getInstance()
.getSparkTableProperties(partitionNames, sparkVersion, schemaLengthThreshold, schema);

// Validate results
assertEquals("hudi", result.get("spark.sql.sources.provider"));
Expand Down Expand Up @@ -127,8 +127,8 @@ void testGetSparkTablePropertiesEmptyPartitions() {

// Call the method
Map<String, String> result =
HudiCatalogTableUtils.getSparkTableProperties(
partitionNames, "", schemaLengthThreshold, schema);
HudiCatalogTablePropertiesExtractor.getInstance()
.getSparkTableProperties(partitionNames, "", schemaLengthThreshold, schema);

assertEquals("hudi", result.get("spark.sql.sources.provider"));
assertNull(result.get("spark.sql.create.version"));
Expand Down
8 changes: 8 additions & 0 deletions xtable-hive-metastore/pom.xml
Original file line number Diff line number Diff line change
Expand Up @@ -42,6 +42,14 @@
<scope>provided</scope>
</dependency>

<!-- Hudi dependencies -->
<dependency>
<groupId>org.apache.hudi</groupId>
<artifactId>hudi-hive-sync</artifactId>
<version>${hudi.version}</version>
<scope>provided</scope>
</dependency>

<!-- Iceberg dependencies -->
<dependency>
<groupId>org.apache.iceberg</groupId>
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -26,6 +26,8 @@
import lombok.RequiredArgsConstructor;
import lombok.ToString;

import org.apache.hudi.hive.MultiPartKeysValueExtractor;

import com.fasterxml.jackson.annotation.JsonProperty;
import com.fasterxml.jackson.core.JsonProcessingException;
import com.fasterxml.jackson.databind.DeserializationFeature;
Expand All @@ -43,6 +45,15 @@ public class HMSCatalogConfig {
@JsonProperty("externalCatalog.hms.serverUrl")
private final String serverUrl;

@JsonProperty("externalCatalog.hms.schema_string_length_thresh")
private final int schemaLengthThreshold = 4000;

@JsonProperty("externalCatalog.hms.partition_extractor_class")
private final String partitionExtractorClass = MultiPartKeysValueExtractor.class.getName();

@JsonProperty("externalCatalog.hms.max_partitions_per_request")
private final int maxPartitionsPerRequest = 1000;

protected static HMSCatalogConfig of(Map<String, String> properties) {
try {
return OBJECT_MAPPER.readValue(
Expand Down
Original file line number Diff line number Diff line change
@@ -0,0 +1,221 @@
/*
* 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.xtable.hms;

import static org.apache.xtable.catalog.CatalogUtils.toHierarchicalTableIdentifier;

import java.util.ArrayList;
import java.util.List;
import java.util.Map;
import java.util.stream.Collectors;

import lombok.extern.log4j.Log4j2;

import org.apache.hadoop.hive.metastore.IMetaStoreClient;
import org.apache.hadoop.hive.metastore.api.Partition;
import org.apache.hadoop.hive.metastore.api.StorageDescriptor;
import org.apache.hadoop.hive.metastore.api.Table;
import org.apache.thrift.TException;

import org.apache.hudi.common.util.CollectionUtils;
import org.apache.hudi.exception.TableNotFoundException;

import org.apache.xtable.catalog.CatalogPartition;
import org.apache.xtable.catalog.CatalogPartitionSyncOperations;
import org.apache.xtable.exception.CatalogSyncException;
import org.apache.xtable.model.catalog.CatalogTableIdentifier;
import org.apache.xtable.model.catalog.HierarchicalTableIdentifier;

@Log4j2
public class HMSCatalogPartitionSyncOperations implements CatalogPartitionSyncOperations {

private final IMetaStoreClient metaStoreClient;
private final HMSCatalogConfig catalogConfig;

public HMSCatalogPartitionSyncOperations(
IMetaStoreClient metaStoreClient, HMSCatalogConfig hmsCatalogConfig) {
this.metaStoreClient = metaStoreClient;
this.catalogConfig = hmsCatalogConfig;
}

@Override
public List<CatalogPartition> getAllPartitions(CatalogTableIdentifier catalogTableIdentifier) {
HierarchicalTableIdentifier tableIdentifier =
toHierarchicalTableIdentifier(catalogTableIdentifier);
try {
return metaStoreClient
.listPartitions(
tableIdentifier.getDatabaseName(), tableIdentifier.getTableName(), (short) -1)
.stream()
.map(p -> new CatalogPartition(p.getValues(), p.getSd().getLocation()))
.collect(Collectors.toList());
} catch (TException e) {
throw new CatalogSyncException(
"Failed to get all partitions for table " + tableIdentifier, e);
}
}

@Override
public void addPartitionsToTable(
CatalogTableIdentifier catalogTableIdentifier, List<CatalogPartition> partitionsToAdd) {
HierarchicalTableIdentifier tableIdentifier =
toHierarchicalTableIdentifier(catalogTableIdentifier);
if (partitionsToAdd.isEmpty()) {
log.info("No partitions to add for {}", tableIdentifier);
return;
}
log.info("Adding partitions {} to table {}", partitionsToAdd.size(), tableIdentifier);
try {
StorageDescriptor sd =
metaStoreClient
.getTable(tableIdentifier.getDatabaseName(), tableIdentifier.getTableName())
.getSd();

CollectionUtils.batches(partitionsToAdd, catalogConfig.getMaxPartitionsPerRequest())
.forEach(
batch -> {
List<Partition> partitionList = new ArrayList<>();
batch.forEach(
partition -> {
partitionList.add(createPartition(tableIdentifier, partition, sd));
});
try {
metaStoreClient.add_partitions(partitionList, true, false);
} catch (TException e) {
log.error("{} add partition failed", tableIdentifier, e);
throw new CatalogSyncException(tableIdentifier + " add partition failed", e);
}
log.info("Add batch partitions done: {}", partitionList.size());
});
} catch (TException e) {
log.error("Failed to add partitions to table {}", tableIdentifier, e);
throw new CatalogSyncException(tableIdentifier + " add partition failed", e);
}
}

@Override
public void updatePartitionsToTable(
CatalogTableIdentifier catalogTableIdentifier, List<CatalogPartition> changedPartitions) {
HierarchicalTableIdentifier tableIdentifier =
toHierarchicalTableIdentifier(catalogTableIdentifier);
try {
Table table =
metaStoreClient.getTable(
tableIdentifier.getDatabaseName(), tableIdentifier.getTableName());
StorageDescriptor tableSd = table.getSd();

List<Partition> updatedPartitions = new ArrayList<>();

changedPartitions.forEach(
partition -> {
updatedPartitions.add(createPartition(tableIdentifier, partition, tableSd));
});

// Update partitions
metaStoreClient.alter_partitions(
tableIdentifier.getDatabaseName(), tableIdentifier.getTableName(), updatedPartitions);
} catch (TException e) {
throw new CatalogSyncException(
"Failed to update partitions for the table " + tableIdentifier, e);
}
}

@Override
public void dropPartitions(
CatalogTableIdentifier catalogTableIdentifier, List<CatalogPartition> partitionsToDrop) {
HierarchicalTableIdentifier tableIdentifier =
toHierarchicalTableIdentifier(catalogTableIdentifier);
try {
for (CatalogPartition partition : partitionsToDrop) {
metaStoreClient.dropPartition(
tableIdentifier.getDatabaseName(),
tableIdentifier.getTableName(),
partition.getValues(),
false);
}
} catch (TException e) {
throw new CatalogSyncException("Failed to drop partitions for table " + tableIdentifier, e);
}
}

@Override
public Map<String, String> getTableProperties(
CatalogTableIdentifier catalogTableIdentifier, List<String> keysToRetrieve) {
HierarchicalTableIdentifier tableIdentifier =
toHierarchicalTableIdentifier(catalogTableIdentifier);
try {
Table table =
metaStoreClient.getTable(
tableIdentifier.getDatabaseName(), tableIdentifier.getTableName());
Map<String, String> tableParameters = table.getParameters();

return keysToRetrieve.stream()
.filter(tableParameters::containsKey)
.collect(Collectors.toMap(key -> key, tableParameters::get));
} catch (TableNotFoundException | TException e) {
throw new CatalogSyncException(
"failed to fetch last time synced properties for table" + tableIdentifier, e);
}
}

@Override
public void updateTableProperties(
CatalogTableIdentifier catalogTableIdentifier, Map<String, String> propertiesToUpdate) {
HierarchicalTableIdentifier tableIdentifier =
toHierarchicalTableIdentifier(catalogTableIdentifier);
try {
if (propertiesToUpdate == null || propertiesToUpdate.isEmpty()) {
return;
}

Table table =
metaStoreClient.getTable(
tableIdentifier.getDatabaseName(), tableIdentifier.getTableName());
Map<String, String> tableParameters = table.getParameters();
tableParameters.putAll(propertiesToUpdate);
table.setParameters(tableParameters);
metaStoreClient.alter_table(
tableIdentifier.getDatabaseName(), tableIdentifier.getTableName(), table);
} catch (TableNotFoundException | TException e) {
throw new CatalogSyncException(
"failed to update last time synced properties for table" + tableIdentifier, e);
}
}

private Partition createPartition(
HierarchicalTableIdentifier tableIdentifier,
CatalogPartition partition,
StorageDescriptor sd) {
StorageDescriptor partitionSd = new StorageDescriptor();
partitionSd.setCols(sd.getCols());
partitionSd.setInputFormat(sd.getInputFormat());
partitionSd.setOutputFormat(sd.getOutputFormat());
partitionSd.setSerdeInfo(sd.getSerdeInfo());
partitionSd.setLocation(partition.getStorageLocation());

return new Partition(
partition.getValues(),
tableIdentifier.getDatabaseName(),
tableIdentifier.getTableName(),
0,
0,
partitionSd,
null);
}
}
Loading