I am learning elastic search and would like to count distinct values. So far I can count values but not distinct.
Here is the sample data:
curl http://localhost:9200/store/item/ -XPOST -d '{
"RestaurantId": 2,
"RestaurantName": "Restaurant Brian",
"DateTime": "2013-08-16T15:13:47.4833748+01:00"
}'
curl http://localhost:9200/store/item/ -XPOST -d '{
"RestaurantId": 1,
"RestaurantName": "Restaurant Cecil",
"DateTime": "2013-08-16T15:13:47.4833748+01:00"
}'
curl http://localhost:9200/store/item/ -XPOST -d '{
"RestaurantId": 1,
"RestaurantName": "Restaurant Cecil",
"DateTime": "2013-08-16T15:13:47.4833748+01:00"
}'
And what I tried so far:
curl -XPOST "http://localhost:9200/store/item/_search" -d '{
"size": 0,
"aggs": {
"item": {
"terms": {
"field": "RestaurantName"
}
}
}
}'
Output:
{
"took": 0,
"timed_out": false,
"_shards": {
"total": 5,
"successful": 5,
"failed": 0
},
"hits": {
"total": 3,
"max_score": 0.0,
"hits": []
},
"aggregations": {
"item": {
"buckets": [
{
"key": "restaurant",
"doc_count": 3
},
{
"key": "cecil",
"doc_count": 2
},
{
"key": "brian",
"doc_count": 1
}
]
}
}
}
How can I get count of cecil
as 1 instead of 2
You can use a Metric visualization and just use the "count" metric for this. There are many ways to do this, generally in most visualizations, you can: use "Unique Count" on the personId field as the metric. use a terms aggregation on the organizationId field for the X-Axis (or split rows in a table visualization).
A single-value metrics aggregation that calculates an approximate count of distinct values. Values can be extracted either from specific fields in the document or generated by a script.
You have to use cardinality option as mentioned by @coder that you can find in the doc
$ curl -XGET "http://localhost:9200/store/item/_search" -d'
{
"aggs" : {
"restaurant_count" : {
"cardinality" : {
"field" : "RestaurantName",
"precision_threshold": 100,
"rehash": false
}
}
}
}'
This worked for me ...
Use could use cardinality here: http://www.elasticsearch.org/guide/en/elasticsearch/reference/current/search-aggregations-metrics-cardinality-aggregation.html
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