Show all Elasticsearch aggregation results/buckets and not just 10
The size param should be a param for the terms query example:
curl -XPOST "http://localhost:9200/imoveis/_search?pretty=1" -d'
{
"size": 0,
"aggregations": {
"bairro_count": {
"terms": {
"field": "bairro.raw",
"size": 10000
}
}
}
}'
Use size: 0
for ES version 2 and prior.
Setting size:0
is deprecated in 2.x onwards, due to memory issues inflicted on your cluster with high-cardinality field values. You can read more about it in the github issue here .
It is recommended to explicitly set reasonable value for size
a number between 1 to 2147483647.
If you want to get all unique values without setting a magic number (size: 10000
), then use COMPOSITE AGGREGATION (ES 6.5+).
From official documentation:
"If you want to retrieve all terms or all combinations of terms in a nested terms aggregation you should use the COMPOSITE AGGREGATION which allows to paginate over all possible terms rather than setting a size greater than the cardinality of the field in the terms aggregation. The terms aggregation is meant to return the top terms and does not allow pagination."
Implementation example in JavaScript:
const ITEMS_PER_PAGE = 1000;
const body = {
"size": 0, // Returning only aggregation results: https://www.elastic.co/guide/en/elasticsearch/reference/current/returning-only-agg-results.html
"aggs" : {
"langs": {
"composite" : {
"size": ITEMS_PER_PAGE,
"sources" : [
{ "language": { "terms" : { "field": "language" } } }
]
}
}
}
};
const uniqueLanguages = [];
while (true) {
const result = await es.search(body);
const currentUniqueLangs = result.aggregations.langs.buckets.map(bucket => bucket.key);
uniqueLanguages.push(...currentUniqueLangs);
const after = result.aggregations.langs.after_key;
if (after) {
// continue paginating unique items
body.aggs.langs.composite.after = after;
} else {
break;
}
}
console.log(uniqueLanguages);
How to show all buckets?
{
"size": 0,
"aggs": {
"aggregation_name": {
"terms": {
"field": "your_field",
"size": 10000
}
}
}
}
Note
"size":10000
Get at most 10000 buckets. Default is 10."size":0
In result,"hits"
contains 10 documents by default. We don't need them.By default, the buckets are ordered by the
doc_count
in decreasing order.
Why do I get
Fielddata is disabled on text fields by default
error?
Because fielddata is disabled on text fields by default. If you have not wxplicitly chosen a field type mapping, it has the default dynamic mappings for string fields.
So, instead of writing "field": "your_field"
you need to have "field": "your_field.keyword"
.