ElasticSearch的Script逻辑查询
————————————————版权声明:本文为CSDN博主「CTO修炼手册」的原创文章,遵循CC 4.0 BY-SA版权协议,转载请附上原文出处链接及本声明。原文链接:https://blog.csdn.net/Prepared/article/details/102893852在使用 ES 进行统计的时候,经常会用到查询某个小时的统计数据,比如统计每个小时的数据;比如计算早晚高峰的数据。这些场
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版权声明:本文为CSDN博主「CTO修炼手册」的原创文章,遵循CC 4.0 BY-SA版权协议,转载请附上原文出处链接及本声明。
原文链接:https://blog.csdn.net/Prepared/article/details/102893852
在使用 ES 进行统计的时候,经常会用到查询某个小时的统计数据,比如统计每个小时的数据;比如计算早晚高峰的数据。
这些场景都可以使用 script 进行查询、统计。
ES 语句
{
"query": {
"bool": {
"filter": [{
"range": {
"datetime": {
"from": "2019-10-01 00:00:00",
"to": "2019-11-01 12:00:00",
"include_lower": true,
"include_upper": true,
"boost": 1.0
}
}
}, {
"script": {
"script": {
"source": "(doc['datetime'].value.hourOfDay)>=17",
"lang": "painless"
},
"boost": 1.0
}
}, {
"script": {
"script": {
"source": "(doc['datetime'].value.hourOfDay)<19",
"lang": "painless"
},
"boost": 1.0
}
}, {
"exists": {
"field": "linkdirname",
"boost": 1.0
}
}],
"adjust_pure_negative": true,
"boost": 1.0
}
},
"sort": [{
"datetime": {
"order": "desc"
}
}],
"aggregations": {
"sum_volume": {
"sum": {
"field": "volume"
}
}
}
/**
* 计算早晚高峰流量
* @param startDate
* @param endDate
* @param volume_max
* @param startHour
* @param endHour
* @param sumId
* @return
*/
private int computeMorningAndEveningPeak(String startDate, String endDate, SumAggregationBuilder volume_max,
int startHour, int endHour, String sumId, String comField) throws ParseException {
BoolQueryBuilder boolQueryBuilder = new BoolQueryBuilder();
SearchSourceBuilder sourceBuilder = new SearchSourceBuilder();
boolQueryBuilder.filter(QueryBuilders.rangeQuery("datetime").gte(startDate).lte(endDate));
boolQueryBuilder.filter(QueryBuilders.scriptQuery(new Script("(doc['datetime'].value.hourOfDay)>=" + startHour)));
boolQueryBuilder.filter(QueryBuilders.scriptQuery(new Script("(doc['datetime'].value.hourOfDay)<" + endHour)));
boolQueryBuilder.filter(QueryBuilders.existsQuery(comField));
sourceBuilder.query(boolQueryBuilder);
sourceBuilder.aggregation(volume_max).sort("datetime", SortOrder.DESC);
// 查询ES
SearchResponse response = ElasticsearchUtil.search(restHighLevelClient, sourceBuilder, ES_FLOW_5MIN, ES_DATA);
return getSumFlowByResponse(response, sumId);
}
这个属性能取哪些值,取决于 org.joda.time.MutableDateTime,有需要的可以查看源码。
mills
Chronology
Zone
ZoneRetainFields
Year
Weekyear
MonthOfYear
WeekOfWeekyear
DayOfYear
DayOfMonth
DayOfWeek
HourOfDay
MinuteOfHour
SecondOfDay
SecondOfMinute
MillisOfDay
MillisOfSecond
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