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[#5019] feat: (hadoop-catalog): Add a framework to support multi-storage in a pluggable manner for fileset catalog #5020

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Add a framework to support multi-storage in a pluginized manner for …
yuqi1129 Sep 25, 2024
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4 changes: 4 additions & 0 deletions .gitignore
Original file line number Diff line number Diff line change
Expand Up @@ -53,3 +53,7 @@ include clients/client-python/.gitignore
**/metastore_db
**/spark-warehouse
derby.log

web/node_modules
web/dist
web/.next
Original file line number Diff line number Diff line change
@@ -0,0 +1,53 @@
/*
* 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.gravitino.catalog.hadoop;

import java.io.IOException;
import org.apache.hadoop.conf.Configuration;
import org.apache.hadoop.fs.FileSystem;
import org.apache.hadoop.fs.Path;

public interface FileSystemProvider {
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It's better to extend the AutoCloeable and add the close method in the provider impl.

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Currently, there seems to be no resources managed by providers. Providers only provide file system instances that have already implemented the close interface.

Furthermore, I don't think FileSystemProvider could manage the life cycle of a file system. Please let me know if you have any further thoughts on this.

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I see.


/**
* Get the FileSystem instance according to the configuration and the path.
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*
* <p>Compared to the FileSystem.get method, this method allows the provider to create a
* FileSystem instance with a specific configuration and path and do further initialization if
* needed.
*
* <p>For example, we can check endpoint configurations for S3AFileSystem, or set the default one.
*
* @param configuration The configuration.
* @param path The path.
* @return The FileSystem instance.
* @throws IOException If the FileSystem instance cannot be created.
*/
FileSystem getFileSystem(Configuration configuration, Path path) throws IOException;
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/**
* Get the scheme of this FileSystem provider.
*
* @return The scheme of this FileSystem provider.
*/
default String getScheme() {
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return "file";
}
}
Original file line number Diff line number Diff line change
Expand Up @@ -44,6 +44,8 @@
import org.apache.gravitino.audit.CallerContext;
import org.apache.gravitino.audit.FilesetAuditConstants;
import org.apache.gravitino.audit.FilesetDataOperation;
import org.apache.gravitino.catalog.hadoop.fs.HDFSFileSystemProvider;
import org.apache.gravitino.catalog.hadoop.fs.LocalFileSystemProvider;
import org.apache.gravitino.connector.CatalogInfo;
import org.apache.gravitino.connector.CatalogOperations;
import org.apache.gravitino.connector.HasPropertyMetadata;
Expand Down Expand Up @@ -77,6 +79,7 @@ public class HadoopCatalogOperations implements CatalogOperations, SupportsSchem
private static final String SLASH = "/";

private static final Logger LOG = LoggerFactory.getLogger(HadoopCatalogOperations.class);
public static final Map<String, FileSystemProvider> FILE_SYSTEM_PROVIDERS = Maps.newHashMap();

private final EntityStore store;

Expand All @@ -90,6 +93,14 @@ public class HadoopCatalogOperations implements CatalogOperations, SupportsSchem

private CatalogInfo catalogInfo;

static {
FileSystemProvider localFileSystemProvider = new LocalFileSystemProvider();
FileSystemProvider hdfsFileSystemProvider = new HDFSFileSystemProvider();

FILE_SYSTEM_PROVIDERS.put(localFileSystemProvider.getScheme(), localFileSystemProvider);
FILE_SYSTEM_PROVIDERS.put(hdfsFileSystemProvider.getScheme(), hdfsFileSystemProvider);
}

HadoopCatalogOperations(EntityStore store) {
this.store = store;
}
Expand Down Expand Up @@ -119,32 +130,57 @@ public void initialize(
Map<String, String> config, CatalogInfo info, HasPropertyMetadata propertiesMetadata)
throws RuntimeException {
this.propertiesMetadata = propertiesMetadata;
this.catalogInfo = info;

// Initialize Hadoop Configuration.
this.conf = config;
this.hadoopConf = new Configuration();
this.catalogInfo = info;

hadoopConf = new Configuration();
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Map<String, String> bypassConfigs =
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config.entrySet().stream()
conf.entrySet().stream()
.filter(e -> e.getKey().startsWith(CATALOG_BYPASS_PREFIX))
.collect(
Collectors.toMap(
e -> e.getKey().substring(CATALOG_BYPASS_PREFIX.length()),
Map.Entry::getValue));
bypassConfigs.forEach(hadoopConf::set);
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initPluginFileSystem(conf);

String catalogLocation =
(String)
propertiesMetadata
.catalogPropertiesMetadata()
.getOrDefault(config, HadoopCatalogPropertiesMetadata.LOCATION);
conf.forEach(hadoopConf::set);

this.catalogStorageLocation =
StringUtils.isNotBlank(catalogLocation)
? Optional.of(catalogLocation).map(Path::new)
: Optional.empty();
}

private void initPluginFileSystem(Map<String, String> config) {
String fileSystemProviders =
(String)
propertiesMetadata
.catalogPropertiesMetadata()
.getOrDefault(config, HadoopCatalogPropertiesMetadata.FILESYSTEM_PROVIDER);
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if (StringUtils.isNotBlank(fileSystemProviders)) {
String[] providers = fileSystemProviders.split(",");
for (String provider : providers) {
try {
FileSystemProvider fileSystemProvider =
(FileSystemProvider)
Class.forName(provider.trim()).getDeclaredConstructor().newInstance();
FILE_SYSTEM_PROVIDERS.put(fileSystemProvider.getScheme(), fileSystemProvider);
} catch (Exception e) {
throw new GravitinoRuntimeException(
e, "Failed to initialize file system provider: %s", provider);
}
}
}
}

@Override
public NameIdentifier[] listFilesets(Namespace namespace) throws NoSuchSchemaException {
try {
Expand Down Expand Up @@ -236,7 +272,8 @@ public Fileset createFileset(
try {
// formalize the path to avoid path without scheme, uri, authority, etc.
filesetPath = formalizePath(filesetPath, hadoopConf);
FileSystem fs = filesetPath.getFileSystem(hadoopConf);

FileSystem fs = getFileSystem(filesetPath, hadoopConf);
if (!fs.exists(filesetPath)) {
if (!fs.mkdirs(filesetPath)) {
throw new RuntimeException(
Expand Down Expand Up @@ -339,7 +376,7 @@ public boolean dropFileset(NameIdentifier ident) {

// For managed fileset, we should delete the related files.
if (filesetEntity.filesetType() == Fileset.Type.MANAGED) {
FileSystem fs = filesetPath.getFileSystem(hadoopConf);
FileSystem fs = getFileSystem(filesetPath, hadoopConf);
if (fs.exists(filesetPath)) {
if (!fs.delete(filesetPath, true)) {
LOG.warn("Failed to delete fileset {} location {}", ident, filesetPath);
Expand Down Expand Up @@ -459,7 +496,7 @@ public Schema createSchema(NameIdentifier ident, String comment, Map<String, Str
Path schemaPath = getSchemaPath(ident.name(), properties);
if (schemaPath != null) {
try {
FileSystem fs = schemaPath.getFileSystem(hadoopConf);
FileSystem fs = getFileSystem(schemaPath, hadoopConf);
if (!fs.exists(schemaPath)) {
if (!fs.mkdirs(schemaPath)) {
// Fail the operation when failed to create the schema path.
Expand Down Expand Up @@ -577,8 +614,7 @@ public boolean dropSchema(NameIdentifier ident, boolean cascade) throws NonEmpty
if (schemaPath == null) {
return false;
}

FileSystem fs = schemaPath.getFileSystem(hadoopConf);
FileSystem fs = getFileSystem(schemaPath, hadoopConf);
// Nothing to delete if the schema path does not exist.
if (!fs.exists(schemaPath)) {
return false;
Expand Down Expand Up @@ -731,7 +767,7 @@ private boolean hasCallerContext() {
private boolean checkSingleFile(Fileset fileset) {
try {
Path locationPath = new Path(fileset.storageLocation());
return locationPath.getFileSystem(hadoopConf).getFileStatus(locationPath).isFile();
return getFileSystem(locationPath, hadoopConf).getFileStatus(locationPath).isFile();
} catch (FileNotFoundException e) {
// We should always return false here, same with the logic in `FileSystem.isFile(Path f)`.
return false;
Expand All @@ -742,4 +778,27 @@ private boolean checkSingleFile(Fileset fileset) {
fileset.name());
}
}

static FileSystem getFileSystem(Path path, Configuration conf) throws IOException {
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if (path == null) {
String defaultFS = conf.get("fs.defaultFS");
if (defaultFS != null) {
path = new Path(defaultFS);
}
}

String scheme;
if (path == null || path.toUri().getScheme() == null) {
scheme = "file";
} else {
scheme = path.toUri().getScheme();
}

FileSystemProvider provider = FILE_SYSTEM_PROVIDERS.get(scheme);
if (provider == null) {
throw new IllegalArgumentException("Unsupported scheme: " + scheme);
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You should clearly tell user why the exception is happened, the code here is not easy for user to know the actual reason.

}

return provider.getFileSystem(conf, path);
}
}
Original file line number Diff line number Diff line change
Expand Up @@ -34,6 +34,13 @@ public class HadoopCatalogPropertiesMetadata extends BaseCatalogPropertiesMetada
// If not, users have to specify the storage location in the Schema or Fileset level.
public static final String LOCATION = "location";

/**
* The implementation class name of the {@link FileSystemProvider} to be used by the catalog.
* Gravitino supports LocalFileSystem and HDFS by default. Users can implement their own by
* extending {@link FileSystemProvider} and specify the class name here.
*/
public static final String FILESYSTEM_PROVIDER = "filesystem.providers";
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private static final Map<String, PropertyEntry<?>> HADOOP_CATALOG_PROPERTY_ENTRIES =
ImmutableMap.<String, PropertyEntry<?>>builder()
.put(
Expand All @@ -44,6 +51,14 @@ public class HadoopCatalogPropertiesMetadata extends BaseCatalogPropertiesMetada
false /* immutable */,
null,
false /* hidden */))
.put(
FILESYSTEM_PROVIDER,
PropertyEntry.stringOptionalPropertyEntry(
FILESYSTEM_PROVIDER,
"The file system provider class name",
false /* immutable */,
null,
false /* hidden */))
// The following two are about authentication.
.putAll(KerberosConfig.KERBEROS_PROPERTY_ENTRIES)
.putAll(AuthenticationConfig.AUTHENTICATION_PROPERTY_ENTRIES)
Expand Down
Original file line number Diff line number Diff line change
@@ -0,0 +1,80 @@
/*
* 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.gravitino.catalog.hadoop.fs;

import java.io.IOException;
import java.net.URI;
import org.apache.commons.lang3.StringUtils;
import org.apache.gravitino.catalog.hadoop.FileSystemProvider;
import org.apache.hadoop.conf.Configuration;
import org.apache.hadoop.fs.FileSystem;
import org.apache.hadoop.fs.Path;

public class HDFSFileSystemProvider implements FileSystemProvider {

@Override
public FileSystem getFileSystem(Configuration configuration, Path path) throws IOException {
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Path fileSystemPath = path;
if (fileSystemPath == null) {
String pathString = configuration.get("fs.defaultFS");
if (StringUtils.isNotBlank(pathString)) {
fileSystemPath = new Path(pathString);
}
}

if (fileSystemPath == null) {
throw new IllegalArgumentException("The path should be specified.");
}

URI uri = fileSystemPath.toUri();
if (uri.getScheme() != null && !uri.getScheme().equals("hdfs")) {
throw new IllegalArgumentException("The path should be a HDFS path.");
}

// Should we call DistributedFileSystem to create file system instance explicitly? If we
// explicitly create a HDFS file system here, we can't reuse the file system cache in the
// FileSystem class.
String impl = configuration.get("fs.hdfs.impl");
if (impl == null) {
configuration.set("fs.hdfs.impl", "org.apache.hadoop.hdfs.DistributedFileSystem");
} else {
if (!impl.equals("org.apache.hadoop.hdfs.DistributedFileSystem")) {
throw new IllegalArgumentException(
"The HDFS file system implementation class should be 'org.apache.hadoop.hdfs.DistributedFileSystem'.");
}
}

try {
if (HDFSFileSystemProvider.class.getClassLoader().loadClass(configuration.get("fs.hdfs.impl"))
== null) {
throw new IllegalArgumentException(
"The HDFS file system implementation class is not found.");
}
} catch (ClassNotFoundException e) {
throw new IllegalArgumentException("The HDFS file system implementation class is not found.");
}

return FileSystem.get(uri, configuration);
}

@Override
public String getScheme() {
return "hdfs";
}
}
Original file line number Diff line number Diff line change
@@ -0,0 +1,46 @@
/*
* 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.gravitino.catalog.hadoop.fs;

import java.io.IOException;
import org.apache.commons.lang3.StringUtils;
import org.apache.gravitino.catalog.hadoop.FileSystemProvider;
import org.apache.hadoop.conf.Configuration;
import org.apache.hadoop.fs.FileSystem;
import org.apache.hadoop.fs.Path;

public class LocalFileSystemProvider implements FileSystemProvider {

@Override
public FileSystem getFileSystem(Configuration configuration, Path path) throws IOException {
Path fileSystemPath = path;
if (fileSystemPath == null) {
String pathString = configuration.get("fs.defaultFS");
if (StringUtils.isNotBlank(pathString)) {
fileSystemPath = new Path(pathString);
}
}

if (fileSystemPath == null) {
fileSystemPath = new Path("file:///");
}

return FileSystem.get(fileSystemPath.toUri(), configuration);
}
}
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