Suppose I have a relative simple index with the following fields...
"testdata": {
"properties": {
"code": {
"type": "integer"
},
"name": {
"type": "string"
},
"year": {
"type": "integer"
},
"value": {
"type": "integer"
}
}
}
I can write a query to get the total sum of the values aggregated by the code
like so:
{
"from":0,
"size":0,
"aggs": {
"by_code": {
"terms": {
"field": "code"
},
"aggs": {
"total_value": {
"sum": {
"field": "value"
}
}
}
}
}
}
And this returns the following (abridged) results:
"aggregations": {
"by_code": {
"doc_count_error_upper_bound": 478,
"sum_other_doc_count": 328116,
"buckets": [
{
"key": 236948,
"doc_count": 739,
"total_value": {
"value": 12537
}
},
However, this data is being fed to a web front-end, where it is required both the code and the name is displayed. So, the question is, is it possible to amend the query somehow to also return the name
field, as well as the code
field, in the results?
So, for example, the results can look a bit like this:
"aggregations": {
"by_code": {
"doc_count_error_upper_bound": 478,
"sum_other_doc_count": 328116,
"buckets": [
{
"key": 236948,
"code": 236948,
"name": "Test Name",
"doc_count": 739,
"total_value": {
"value": 12537
}
},
I've read up on sub-aggregations, but in this case there is a one-to-one relationship between code
and name
(so, you wouldn't have different names for the same key). Also, in my real case, there are 5 other fields, like description
, that I would like to return, so I am wondering if there was another way to do it.
In SQL (from which this data originally came from before it was swapped to ElasticSearch) I would write the following query
SELECT Code, Name, SUM(Value) AS Total_Value
FROM [TestData]
GROUP BY Code, Name
You can achieve this using scripting, i.e. instead of specifying a field, you specify a combination of fields:
{
"from":0,
"size":0,
"aggs": {
"by_code": {
"terms": {
"script": "[doc.code.value, doc.name.value].join('-')"
},
"aggs": {
"total_value": {
"sum": {
"field": "value"
}
}
}
}
}
}
note: you need to make sure to enable dynamic scripting for this to work
If you love us? You can donate to us via Paypal or buy me a coffee so we can maintain and grow! Thank you!
Donate Us With