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[SPARK-36526][SQL] DSV2 Index Support: Add supportsIndex interface #33754

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Original file line number Diff line number Diff line change
@@ -0,0 +1,75 @@
/*
* 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.spark.sql.connector.catalog.index;

import java.util.Map;
import java.util.Properties;

import org.apache.spark.annotation.Evolving;
import org.apache.spark.sql.catalyst.analysis.IndexAlreadyExistsException;
import org.apache.spark.sql.catalyst.analysis.NoSuchIndexException;
import org.apache.spark.sql.connector.catalog.Table;
import org.apache.spark.sql.connector.expressions.NamedReference;

/**
* Table methods for working with index
*
* @since 3.3.0
*/
@Evolving
public interface SupportsIndex extends Table {

/**
* Creates an index.
*
* @param indexName the name of the index to be created
* @param indexType the IndexType of the index to be created
* @param columns the columns on which index to be created
* @param columnProperties the properties of the columns on which index to be created
* @param properties the properties of the index to be created
* @throws IndexAlreadyExistsException If the index already exists (optional)
*/
void createIndex(String indexName,
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For partitioned table, do we plan to support index creation on table level (for all partitions), or on individual partition level?

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This is up to the data source implementation. I think it makes more sense at file level (each data file has an index file).

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@LuciferYang LuciferYang Aug 24, 2021

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I prefer to support index creation on individual partition level.

For the existing data in the production environment, if only support index creation on table level, it is likely to be an impossible job for users.

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Sorry I think I didn't explain this clear: the index creation is actually done at the underlying data source. It's up to the data source's implementation on which level the index is created. For the implementation in file based data source, I believe the index is created at file level, not at table level or partition level.

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Thanks for your explain

String indexType,
NamedReference[] columns,
Map<NamedReference, Properties>[] columnProperties,
Properties properties)
throws IndexAlreadyExistsException;

/**
* Drops the index with the given name.
*
* @param indexName the name of the index to be dropped.
* @return true if the index is dropped
* @throws NoSuchIndexException If the index does not exist (optional)
*/
boolean dropIndex(String indexName) throws NoSuchIndexException;

/**
* Checks whether an index exists in this table.
*
* @param indexName the name of the index
* @return true if the index exists, false otherwise
*/
boolean indexExists(String indexName);

/**
* Lists all the indexes in this table.
*/
TableIndex[] listIndexes();
}
Original file line number Diff line number Diff line change
@@ -0,0 +1,79 @@
/*
* 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.spark.sql.connector.catalog.index;

import java.util.Collections;
import java.util.Map;
import java.util.Properties;

import org.apache.spark.annotation.Evolving;
import org.apache.spark.sql.connector.expressions.NamedReference;

/**
* Index in a table
*
* @since 3.3.0
*/
@Evolving
public final class TableIndex {
private String indexName;
private String indexType;
private NamedReference[] columns;
private Map<NamedReference, Properties> columnProperties = Collections.emptyMap();
private Properties properties;

public TableIndex(
String indexName,
String indexType,
NamedReference[] columns,
Map<NamedReference, Properties> columnProperties,
Properties properties) {
this.indexName = indexName;
this.indexType = indexType;
this.columns = columns;
this.columnProperties = columnProperties;
this.properties = properties;
}

/**
* @return the Index name.
*/
String indexName() { return indexName; }

/**
* @return the indexType of this Index.
*/
String indexType() { return indexType; }

/**
* @return the column(s) this Index is on. Could be multi columns (a multi-column index).
*/
NamedReference[] columns() { return columns; }
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This is actually what pandas API on Spark implemented ... probably we should migrate to DSv2 eventually in the very far future ... cc @xinrong-databricks @ueshin @itholic FYI


/**
* @return the map of column and column property map.
*/
Map<NamedReference, Properties> columnProperties() { return columnProperties; }

/**
* Returns the index properties.
*/
Properties properties() {
return properties;
}
}
Original file line number Diff line number Diff line change
Expand Up @@ -78,3 +78,6 @@ class PartitionsAlreadyExistException(message: String) extends AnalysisException

class FunctionAlreadyExistsException(db: String, func: String)
extends AnalysisException(s"Function '$func' already exists in database '$db'")

class IndexAlreadyExistsException(indexName: String, table: Identifier)
extends AnalysisException(s"Index '$indexName' already exists in table ${table.quoted}")
Original file line number Diff line number Diff line change
Expand Up @@ -95,3 +95,6 @@ class NoSuchPartitionsException(message: String) extends AnalysisException(messa

class NoSuchTempFunctionException(func: String)
extends AnalysisException(s"Temporary function '$func' not found")

class NoSuchIndexException(indexName: String)
extends AnalysisException(s"Index '$indexName' not found")