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/**
* Licensed to DigitalPebble Ltd under one or more
* contributor license agreements. See the NOTICE file distributed with
* this work for additional information regarding copyright ownership.
* DigitalPebble 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 com.digitalpebble.stormcrawler.elasticsearch.persistence;
import java.util.Calendar;
import java.util.Collections;
import java.util.Date;
import java.util.LinkedList;
import java.util.List;
import java.util.Map;
import org.apache.commons.lang.StringUtils;
import org.apache.storm.spout.SpoutOutputCollector;
import org.apache.storm.task.TopologyContext;
import org.apache.storm.tuple.Values;
import org.elasticsearch.action.ActionListener;
import org.elasticsearch.action.search.SearchRequestBuilder;
import org.elasticsearch.action.search.SearchResponse;
import org.elasticsearch.action.search.SearchType;
import org.elasticsearch.index.query.InnerHitBuilder;
import org.elasticsearch.index.query.QueryBuilder;
import org.elasticsearch.index.query.QueryBuilders;
import org.elasticsearch.search.SearchHit;
import org.elasticsearch.search.SearchHits;
import org.elasticsearch.search.collapse.CollapseBuilder;
import org.elasticsearch.search.sort.FieldSortBuilder;
import org.elasticsearch.search.sort.SortBuilder;
import org.elasticsearch.search.sort.SortBuilders;
import org.elasticsearch.search.sort.SortOrder;
import org.joda.time.format.ISODateTimeFormat;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import com.digitalpebble.stormcrawler.Metadata;
import com.digitalpebble.stormcrawler.util.ConfUtils;
/**
* Spout which pulls URL from an ES index. Use a single instance unless you use
* 'es.status.routing' with the StatusUpdaterBolt, in which case you need to
* have exactly the same number of spout instances as ES shards. Collapses
* results to implement politeness and ensure a good diversity of sources.
**/
public class CollapsingSpout extends AbstractSpout implements
ActionListener {
private static final Logger LOG = LoggerFactory
.getLogger(CollapsingSpout.class);
/** Used to avoid deep paging **/
private static final String ESMaxStartOffsetParamName = "es.status.max.start.offset";
private int lastStartOffset = 0;
private int maxStartOffset = -1;
@Override
public void open(Map stormConf, TopologyContext context,
SpoutOutputCollector collector) {
maxStartOffset = ConfUtils.getInt(stormConf, ESMaxStartOffsetParamName,
-1);
super.open(stormConf, context, collector);
}
@Override
protected void populateBuffer() {
// not used yet or returned empty results
if (lastDate == null) {
lastDate = new Date();
lastStartOffset = 0;
}
// been running same query for too long and paging deep?
else if (maxStartOffset != -1 && lastStartOffset > maxStartOffset) {
LOG.info("Reached max start offset {}", lastStartOffset);
lastStartOffset = 0;
}
String formattedLastDate = ISODateTimeFormat.dateTimeNoMillis().print(
lastDate.getTime());
LOG.info("{} Populating buffer with nextFetchDate <= {}", logIdprefix,
formattedLastDate);
QueryBuilder queryBuilder = QueryBuilders.rangeQuery("nextFetchDate")
.lte(formattedLastDate);
SearchRequestBuilder srb = client.prepareSearch(indexName)
.setTypes(docType).setSearchType(SearchType.QUERY_THEN_FETCH)
.setQuery(queryBuilder).setFrom(lastStartOffset)
.setSize(maxBucketNum).setExplain(false);
// https://www.elastic.co/guide/en/elasticsearch/reference/current/search-request-preference.html
// _shards:2,3
if (shardID != -1) {
srb.setPreference("_shards:" + shardID);
}
if (StringUtils.isNotBlank(totalSortField)) {
FieldSortBuilder sorter = SortBuilders.fieldSort(totalSortField)
.order(SortOrder.ASC);
srb.addSort(sorter);
}
CollapseBuilder collapse = new CollapseBuilder(partitionField);
srb.setCollapse(collapse);
// group expansion -> sends sub queries for each bucket
if (maxURLsPerBucket > 1) {
InnerHitBuilder ihb = new InnerHitBuilder();
ihb.setSize(maxURLsPerBucket);
ihb.setName("urls_per_bucket");
// sort within a bucket
if (StringUtils.isNotBlank(bucketSortField)) {
List> sorts = new LinkedList<>();
FieldSortBuilder bucketsorter = SortBuilders.fieldSort(
bucketSortField).order(SortOrder.ASC);
sorts.add(bucketsorter);
ihb.setSorts(sorts);
}
collapse.setInnerHits(ihb);
}
// dump query to log
LOG.debug("{} ES query {}", logIdprefix, srb.toString());
timeStartESQuery = System.currentTimeMillis();
isInESQuery.set(true);
srb.execute(this);
}
@Override
public void onFailure(Exception e) {
LOG.error("{} Exception with ES query", logIdprefix, e);
isInESQuery.set(false);
}
@Override
public void onResponse(SearchResponse response) {
long timeTaken = System.currentTimeMillis() - timeStartESQuery;
SearchHit[] hits = response.getHits().getHits();
int numBuckets = hits.length;
// no more results?
if (numBuckets == 0) {
lastDate = null;
lastStartOffset = 0;
}
// still got some results but paging won't help
else if (numBuckets < maxBucketNum) {
lastStartOffset = 0;
} else {
lastStartOffset += numBuckets;
}
// reset the value for next fetch date if the previous one is too old
if (resetFetchDateAfterNSecs != -1) {
Calendar diffCal = Calendar.getInstance();
diffCal.setTime(lastDate);
diffCal.add(Calendar.SECOND, resetFetchDateAfterNSecs);
// compare to now
if (diffCal.before(Calendar.getInstance())) {
LOG.info(
"{} lastDate set to null based on resetFetchDateAfterNSecs {}",
logIdprefix, resetFetchDateAfterNSecs);
lastDate = null;
lastStartOffset = 0;
}
}
int alreadyprocessed = 0;
int numDocs = 0;
synchronized (buffer) {
for (SearchHit hit : hits) {
Map innerHits = hit.getInnerHits();
// wanted just one per bucket : no inner hits
if (innerHits == null) {
numDocs++;
if (!addHitToBuffer(hit)) {
alreadyprocessed++;
}
continue;
}
// more than one per bucket
SearchHits inMyBucket = innerHits.get("urls_per_bucket");
for (SearchHit subHit : inMyBucket.hits()) {
numDocs++;
if (!addHitToBuffer(subHit)) {
alreadyprocessed++;
}
}
}
// Shuffle the URLs so that we don't get blocks of URLs from the
// same host or domain
if (numBuckets != numDocs) {
Collections.shuffle((List) buffer);
}
}
esQueryTimes.addMeasurement(timeTaken);
// could be derived from the count of query times above
eventCounter.scope("ES_queries").incrBy(1);
eventCounter.scope("ES_docs").incrBy(numDocs);
eventCounter.scope("already_being_processed").incrBy(alreadyprocessed);
LOG.info(
"{} ES query returned {} hits from {} buckets in {} msec with {} already being processed",
logIdprefix, numDocs, numBuckets, timeTaken, alreadyprocessed);
// remove lock
isInESQuery.set(false);
}
private final boolean addHitToBuffer(SearchHit hit) {
Map keyValues = hit.sourceAsMap();
String url = (String) keyValues.get("url");
// is already being processed - skip it!
if (beingProcessed.containsKey(url)) {
return false;
}
Metadata metadata = fromKeyValues(keyValues);
return buffer.add(new Values(url, metadata));
}
}
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