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A table format for huge analytic datasets
/*
* 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.spark.source;
import java.util.Locale;
import java.util.Map;
import org.apache.iceberg.IsolationLevel;
import org.apache.iceberg.Table;
import org.apache.iceberg.relocated.com.google.common.base.Preconditions;
import org.apache.spark.sql.SparkSession;
import org.apache.spark.sql.connector.iceberg.write.MergeBuilder;
import org.apache.spark.sql.connector.read.Scan;
import org.apache.spark.sql.connector.read.ScanBuilder;
import org.apache.spark.sql.connector.write.LogicalWriteInfo;
import org.apache.spark.sql.connector.write.WriteBuilder;
import static org.apache.iceberg.TableProperties.DELETE_ISOLATION_LEVEL;
import static org.apache.iceberg.TableProperties.DELETE_ISOLATION_LEVEL_DEFAULT;
import static org.apache.iceberg.TableProperties.MERGE_ISOLATION_LEVEL;
import static org.apache.iceberg.TableProperties.MERGE_ISOLATION_LEVEL_DEFAULT;
import static org.apache.iceberg.TableProperties.UPDATE_ISOLATION_LEVEL;
import static org.apache.iceberg.TableProperties.UPDATE_ISOLATION_LEVEL_DEFAULT;
class SparkMergeBuilder implements MergeBuilder {
private final SparkSession spark;
private final Table table;
private final LogicalWriteInfo writeInfo;
private final IsolationLevel isolationLevel;
// lazy vars
private ScanBuilder lazyScanBuilder;
private Scan configuredScan;
private WriteBuilder lazyWriteBuilder;
SparkMergeBuilder(SparkSession spark, Table table, String operation, LogicalWriteInfo writeInfo) {
this.spark = spark;
this.table = table;
this.writeInfo = writeInfo;
this.isolationLevel = getIsolationLevel(table.properties(), operation);
}
private IsolationLevel getIsolationLevel(Map props, String operation) {
String isolationLevelAsString;
if (operation.equalsIgnoreCase("delete")) {
isolationLevelAsString = props.getOrDefault(DELETE_ISOLATION_LEVEL, DELETE_ISOLATION_LEVEL_DEFAULT);
} else if (operation.equalsIgnoreCase("update")) {
isolationLevelAsString = props.getOrDefault(UPDATE_ISOLATION_LEVEL, UPDATE_ISOLATION_LEVEL_DEFAULT);
} else if (operation.equalsIgnoreCase("merge")) {
isolationLevelAsString = props.getOrDefault(MERGE_ISOLATION_LEVEL, MERGE_ISOLATION_LEVEL_DEFAULT);
} else {
throw new IllegalArgumentException("Unsupported operation: " + operation);
}
return IsolationLevel.valueOf(isolationLevelAsString.toUpperCase(Locale.ROOT));
}
@Override
public ScanBuilder asScanBuilder() {
return scanBuilder();
}
private ScanBuilder scanBuilder() {
if (lazyScanBuilder == null) {
SparkScanBuilder scanBuilder = new SparkScanBuilder(spark, table, writeInfo.options()) {
@Override
public Scan build() {
Scan scan = super.buildMergeScan();
SparkMergeBuilder.this.configuredScan = scan;
return scan;
}
};
// ignore residuals to ensure we read full files
lazyScanBuilder = scanBuilder.ignoreResiduals();
}
return lazyScanBuilder;
}
@Override
public WriteBuilder asWriteBuilder() {
return writeBuilder();
}
private WriteBuilder writeBuilder() {
if (lazyWriteBuilder == null) {
Preconditions.checkState(configuredScan != null, "Write must be configured after scan");
SparkWriteBuilder writeBuilder = new SparkWriteBuilder(spark, table, writeInfo);
lazyWriteBuilder = writeBuilder.overwriteFiles(configuredScan, isolationLevel);
}
return lazyWriteBuilder;
}
}
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