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org.elasticsearch.hadoop.pig.PigUtils Maven / Gradle / Ivy
/*
* Licensed to Elasticsearch under one or more contributor
* license agreements. See the NOTICE file distributed with
* this work for additional information regarding copyright
* ownership. Elasticsearch 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.elasticsearch.hadoop.pig;
import java.util.ArrayList;
import java.util.Calendar;
import java.util.List;
import java.util.Properties;
import javax.xml.bind.DatatypeConverter;
import org.apache.commons.logging.LogFactory;
import org.apache.pig.LoadPushDown.RequiredField;
import org.apache.pig.LoadPushDown.RequiredFieldList;
import org.apache.pig.ResourceSchema.ResourceFieldSchema;
import org.apache.pig.data.DataType;
import org.apache.pig.impl.logicalLayer.schema.Schema;
import org.apache.pig.impl.logicalLayer.schema.Schema.FieldSchema;
import org.elasticsearch.hadoop.EsHadoopIllegalArgumentException;
import org.elasticsearch.hadoop.cfg.PropertiesSettings;
import org.elasticsearch.hadoop.cfg.Settings;
import org.elasticsearch.hadoop.util.DateUtils;
import org.elasticsearch.hadoop.util.FieldAlias;
import org.elasticsearch.hadoop.util.SettingsUtils;
import org.elasticsearch.hadoop.util.StringUtils;
import org.joda.time.DateTime;
import org.joda.time.DateTimeZone;
import org.joda.time.format.ISODateTimeFormat;
class PigUtils {
static final String MAPPING_NAMES = "es.mapping.names";
static final String NAMED_TUPLE = "es.mapping.pig.tuple.use.field.names";
static final boolean NAMED_TUPLE_DEFAULT = false;
private final static boolean pig11Available;
static {
// initialize
pig11Available = "datetime".equals(DataType.findTypeName((byte) 30));
}
static String convertDateToES(Object pigDate) {
return (pig11Available ? Pig11OrHigherConverter.convertToES(pigDate) : PigUpTo10Converter.convertToES(pigDate));
}
static Object convertDateFromES(String esDate) {
return (pig11Available ? Pig11OrHigherConverter.convertFromES(esDate) : PigUpTo10Converter.convertFromES(esDate));
}
static Object convertDateFromES(Long esDate) {
return (pig11Available ? Pig11OrHigherConverter.convertFromES(esDate) : PigUpTo10Converter.convertFromES(esDate));
}
private static abstract class PigUpTo10Converter {
static String convertToES(Object pigDate) {
if (pigDate instanceof Number) {
Calendar cal = Calendar.getInstance();
cal.setTimeInMillis(((Number) pigDate).longValue());
return DatatypeConverter.printDateTime(cal);
}
if (pigDate instanceof String) {
return ((String) pigDate);
}
throw new EsHadoopIllegalArgumentException(String.format("Cannot convert [%s] to date", pigDate));
}
static Object convertFromES(String esDate) {
return DateUtils.parseDate(esDate).getTimeInMillis();
}
static Object convertFromES(Long esDate) {
return esDate;
}
}
private static abstract class Pig11OrHigherConverter {
static String convertToES(Object pigDate) {
DateTime dt = (DateTime) pigDate;
// ISODateTimeFormat.dateOptionalTimeParser() throws "printing not supported"
return dt.toString();
}
static Object convertFromES(String esDate) {
return ISODateTimeFormat.dateOptionalTimeParser().parseDateTime(esDate);
}
static Object convertFromES(Long esDate) {
return new DateTime(esDate, DateTimeZone.UTC);
}
}
static FieldAlias alias(Settings settings) {
return new FieldAlias(SettingsUtils.aliases(settings.getProperty(MAPPING_NAMES), false), false);
}
static String asProjection(Schema schema, Properties props) {
List fields = new ArrayList();
addField(schema, fields, alias(new PropertiesSettings(props)), null);
return StringUtils.concatenate(fields, ",");
}
private static void addField(Schema schema, List fields, FieldAlias fa, String currentNode) {
for (FieldSchema field : schema.getFields()) {
String node;
if (field.alias != null) {
// if no field
node = fa.toES(field.alias);
node = (currentNode != null ? currentNode + "." + node : node);
}
else {
node = currentNode;
}
// && field.type != DataType.TUPLE
if (field.schema != null) {
addField(field.schema, fields, fa, node);
}
else {
if (!StringUtils.hasText(node)) {
LogFactory.getLog(PigUtils.class).warn("Cannot detect alias for field in schema" + schema);
}
if (node != null) {
fields.add(fa.toES(node));
}
}
}
}
static String asProjection(RequiredFieldList list, Properties props) {
List fields = new ArrayList();
FieldAlias alias = alias(new PropertiesSettings(props));
for (RequiredField field : list.getFields()) {
addField(field, fields, alias, "");
}
return StringUtils.concatenate(fields, ",");
}
private static void addField(RequiredField field, List fields, FieldAlias fa, String currentNode) {
if (field.getSubFields() != null && !field.getSubFields().isEmpty()) {
for (RequiredField subField : field.getSubFields()) {
addField(subField, fields, fa, currentNode + "." + fa.toES(subField.getAlias()));
}
}
else {
fields.add(fa.toES(field.getAlias()));
}
}
static boolean isComplexType(ResourceFieldSchema fieldSchema) {
return (fieldSchema != null && fieldSchema.getType() >= 100);
}
}