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A table format for huge analytic datasets
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/*
* 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;
import java.time.Duration;
import java.util.List;
import java.util.Map;
import java.util.function.Function;
import org.apache.iceberg.Table;
import org.apache.iceberg.relocated.com.google.common.base.Preconditions;
import org.apache.iceberg.relocated.com.google.common.collect.ImmutableMap;
import org.apache.iceberg.relocated.com.google.common.collect.Lists;
import org.apache.spark.network.util.JavaUtils;
import org.apache.spark.sql.RuntimeConfig;
import org.apache.spark.sql.SparkSession;
import org.apache.spark.sql.internal.SQLConf;
import org.apache.spark.sql.util.CaseInsensitiveStringMap;
class SparkConfParser {
private final Map properties;
private final RuntimeConfig sessionConf;
private final CaseInsensitiveStringMap options;
SparkConfParser() {
this.properties = ImmutableMap.of();
this.sessionConf = new RuntimeConfig(SQLConf.get());
this.options = CaseInsensitiveStringMap.empty();
}
SparkConfParser(SparkSession spark, Table table, Map options) {
this.properties = table.properties();
this.sessionConf = spark.conf();
this.options = asCaseInsensitiveStringMap(options);
}
public BooleanConfParser booleanConf() {
return new BooleanConfParser();
}
public IntConfParser intConf() {
return new IntConfParser();
}
public LongConfParser longConf() {
return new LongConfParser();
}
public StringConfParser stringConf() {
return new StringConfParser();
}
public DurationConfParser durationConf() {
return new DurationConfParser();
}
public > EnumConfParser enumConf(Function toEnum) {
return new EnumConfParser<>(toEnum);
}
private static CaseInsensitiveStringMap asCaseInsensitiveStringMap(Map map) {
if (map instanceof CaseInsensitiveStringMap) {
return (CaseInsensitiveStringMap) map;
} else {
return new CaseInsensitiveStringMap(map);
}
}
class BooleanConfParser extends ConfParser {
private Boolean defaultValue;
private boolean negate = false;
@Override
protected BooleanConfParser self() {
return this;
}
public BooleanConfParser defaultValue(boolean value) {
this.defaultValue = value;
return self();
}
public BooleanConfParser defaultValue(String value) {
this.defaultValue = Boolean.parseBoolean(value);
return self();
}
public BooleanConfParser negate() {
this.negate = true;
return self();
}
public boolean parse() {
Preconditions.checkArgument(defaultValue != null, "Default value cannot be null");
boolean value = parse(Boolean::parseBoolean, defaultValue);
return negate ? !value : value;
}
}
class IntConfParser extends ConfParser {
private Integer defaultValue;
@Override
protected IntConfParser self() {
return this;
}
public IntConfParser defaultValue(int value) {
this.defaultValue = value;
return self();
}
public int parse() {
Preconditions.checkArgument(defaultValue != null, "Default value cannot be null");
return parse(Integer::parseInt, defaultValue);
}
public Integer parseOptional() {
return parse(Integer::parseInt, defaultValue);
}
}
class LongConfParser extends ConfParser {
private Long defaultValue;
@Override
protected LongConfParser self() {
return this;
}
public LongConfParser defaultValue(long value) {
this.defaultValue = value;
return self();
}
public long parse() {
Preconditions.checkArgument(defaultValue != null, "Default value cannot be null");
return parse(Long::parseLong, defaultValue);
}
public Long parseOptional() {
return parse(Long::parseLong, defaultValue);
}
}
class StringConfParser extends ConfParser {
private String defaultValue;
@Override
protected StringConfParser self() {
return this;
}
public StringConfParser defaultValue(String value) {
this.defaultValue = value;
return self();
}
public String parse() {
Preconditions.checkArgument(defaultValue != null, "Default value cannot be null");
return parse(Function.identity(), defaultValue);
}
public String parseOptional() {
return parse(Function.identity(), defaultValue);
}
}
class DurationConfParser extends ConfParser {
private Duration defaultValue;
@Override
protected DurationConfParser self() {
return this;
}
public DurationConfParser defaultValue(Duration value) {
this.defaultValue = value;
return self();
}
public Duration parse() {
Preconditions.checkArgument(defaultValue != null, "Default value cannot be null");
return parse(this::toDuration, defaultValue);
}
public Duration parseOptional() {
return parse(this::toDuration, defaultValue);
}
private Duration toDuration(String time) {
return Duration.ofSeconds(JavaUtils.timeStringAsSec(time));
}
}
class EnumConfParser> extends ConfParser, T> {
private final Function toEnum;
private T defaultValue;
EnumConfParser(Function toEnum) {
this.toEnum = toEnum;
}
@Override
protected EnumConfParser self() {
return this;
}
public EnumConfParser defaultValue(T value) {
this.defaultValue = value;
return self();
}
public EnumConfParser defaultValue(String value) {
this.defaultValue = toEnum.apply(value);
return self();
}
public T parse() {
Preconditions.checkArgument(defaultValue != null, "Default value cannot be null");
return parse(toEnum, defaultValue);
}
public T parseOptional() {
return parse(toEnum, defaultValue);
}
}
abstract class ConfParser {
private final List optionNames = Lists.newArrayList();
private String sessionConfName;
private String tablePropertyName;
protected abstract ThisT self();
public ThisT option(String name) {
this.optionNames.add(name);
return self();
}
public ThisT sessionConf(String name) {
this.sessionConfName = name;
return self();
}
public ThisT tableProperty(String name) {
this.tablePropertyName = name;
return self();
}
protected T parse(Function conversion, T defaultValue) {
for (String optionName : optionNames) {
String optionValue = options.get(optionName);
if (optionValue != null) {
return conversion.apply(optionValue);
}
String sparkOptionValue = options.get(toCamelCase(optionName));
if (sparkOptionValue != null) {
return conversion.apply(sparkOptionValue);
}
}
if (sessionConfName != null) {
String sessionConfValue = sessionConf.get(sessionConfName, null);
if (sessionConfValue != null) {
return conversion.apply(sessionConfValue);
}
String sparkSessionConfValue = sessionConf.get(toCamelCase(sessionConfName), null);
if (sparkSessionConfValue != null) {
return conversion.apply(sparkSessionConfValue);
}
}
if (tablePropertyName != null) {
String propertyValue = properties.get(tablePropertyName);
if (propertyValue != null) {
return conversion.apply(propertyValue);
}
}
return defaultValue;
}
private String toCamelCase(String key) {
StringBuilder transformedKey = new StringBuilder();
boolean capitalizeNext = false;
for (char character : key.toCharArray()) {
if (character == '-') {
capitalizeNext = true;
} else if (capitalizeNext) {
transformedKey.append(Character.toUpperCase(character));
capitalizeNext = false;
} else {
transformedKey.append(character);
}
}
return transformedKey.toString();
}
}
}