Commit ba11958a by James Beckett Committed by Sofia Papagiannaki

Elasticsearch: allow templating queries to order by doc_count (#18870)

* Elasticsearch Datasource: allow templating queries to order by doc_count

* Elasticsearch Datasource: add tests for doc_count templating queries
parent 1a715014
...@@ -143,6 +143,15 @@ You can use other variables inside the query. Example query definition for a var ...@@ -143,6 +143,15 @@ You can use other variables inside the query. Example query definition for a var
In the above example, we use another variable named `$source` inside the query definition. Whenever you change, via the dropdown, the current value of the ` $source` variable, it will trigger an update of the `$host` variable so it now only contains hostnames filtered by in this case the In the above example, we use another variable named `$source` inside the query definition. Whenever you change, via the dropdown, the current value of the ` $source` variable, it will trigger an update of the `$host` variable so it now only contains hostnames filtered by in this case the
`@source` document property. `@source` document property.
These queries by default return results in term order (which can then be sorted alphabetically or numerically as for any variable).
To produce a list of terms sorted by doc count (a top-N values list), add an `orderBy` property of "doc_count".
This automatically selects a descending sort; using "asc" with doc_count (a bottom-N list) can be done by setting `order: "asc"` but [is discouraged](https://www.elastic.co/guide/en/elasticsearch/reference/current/search-aggregations-bucket-terms-aggregation.html#search-aggregations-bucket-terms-aggregation-order) as it "increases the error on document counts".
To keep terms in the doc count order, set the variable's Sort dropdown to **Disabled**; you might alternatively still want to use e.g. **Alphabetical** to re-sort them.
```
{"find": "terms", "field": "@hostname", "orderBy": "doc_count"}
```
### Using variables in queries ### Using variables in queries
There are two syntaxes: There are two syntaxes:
......
...@@ -353,17 +353,32 @@ export class ElasticQueryBuilder { ...@@ -353,17 +353,32 @@ export class ElasticQueryBuilder {
terms: { terms: {
field: queryDef.field, field: queryDef.field,
size: size, size: size,
order: { order: {},
_term: 'asc',
},
}, },
}, },
}; };
if (this.esVersion >= 60) { // Default behaviour is to order results by { _key: asc }
query.aggs['1'].terms.order = { // queryDef.order allows selection of asc/desc
_key: 'asc', // queryDef.orderBy allows selection of doc_count ordering (defaults desc)
};
const { orderBy = 'key', order = orderBy === 'doc_count' ? 'desc' : 'asc' } = queryDef;
if (['asc', 'desc'].indexOf(order) < 0) {
throw { message: `Invalid query sort order ${order}` };
}
switch (orderBy) {
case 'key':
case 'term':
const keyname = this.esVersion >= 60 ? '_key' : '_term';
query.aggs['1'].terms.order[keyname] = order;
break;
case 'doc_count':
query.aggs['1'].terms.order['_count'] = order;
break;
default:
throw { message: `Invalid query sort type ${orderBy}` };
} }
return query; return query;
......
...@@ -478,20 +478,84 @@ describe('ElasticQueryBuilder', () => { ...@@ -478,20 +478,84 @@ describe('ElasticQueryBuilder', () => {
expect(query.query.bool.filter[5].bool.must_not.regexp['key6']).toBe('value6'); expect(query.query.bool.filter[5].bool.must_not.regexp['key6']).toBe('value6');
}); });
it('getTermsQuery should set correct sorting', () => { // terms query ES<6.0 - check ordering for _term and doc_type
it('getTermsQuery(default case) es<6.0 should set asc sorting on _term', () => {
const query = builder.getTermsQuery({}); const query = builder.getTermsQuery({});
expect(query.aggs['1'].terms.order._term).toBe('asc'); expect(query.aggs['1'].terms.order._term).toBe('asc');
expect(query.aggs['1'].terms.order._key).toBeUndefined();
expect(query.aggs['1'].terms.order._count).toBeUndefined();
});
it('getTermsQuery(order:desc) es<6.0 should set desc sorting on _term', () => {
const query = builder.getTermsQuery({ order: 'desc' });
expect(query.aggs['1'].terms.order._term).toBe('desc');
expect(query.aggs['1'].terms.order._key).toBeUndefined();
expect(query.aggs['1'].terms.order._count).toBeUndefined();
});
it('getTermsQuery(orderBy:doc_count) es<6.0 should set desc sorting on _count', () => {
const query = builder.getTermsQuery({ orderBy: 'doc_count' });
expect(query.aggs['1'].terms.order._term).toBeUndefined();
expect(query.aggs['1'].terms.order._key).toBeUndefined();
expect(query.aggs['1'].terms.order._count).toBe('desc');
});
it('getTermsQuery(orderBy:doc_count, order:asc) es<6.0 should set asc sorting on _count', () => {
const query = builder.getTermsQuery({ orderBy: 'doc_count', order: 'asc' });
expect(query.aggs['1'].terms.order._term).toBeUndefined();
expect(query.aggs['1'].terms.order._key).toBeUndefined();
expect(query.aggs['1'].terms.order._count).toBe('asc');
}); });
it('getTermsQuery es6.x should set correct sorting', () => { // terms query ES>=6.0 - check ordering for _key and doc_type
it('getTermsQuery(default case) es6.x should set asc sorting on _key', () => {
const builder6x = new ElasticQueryBuilder({ const builder6x = new ElasticQueryBuilder({
timeField: '@timestamp', timeField: '@timestamp',
esVersion: 60, esVersion: 60,
}); });
const query = builder6x.getTermsQuery({}); const query = builder6x.getTermsQuery({});
expect(query.aggs['1'].terms.order._term).toBeUndefined();
expect(query.aggs['1'].terms.order._key).toBe('asc'); expect(query.aggs['1'].terms.order._key).toBe('asc');
expect(query.aggs['1'].terms.order._count).toBeUndefined();
});
it('getTermsQuery(order:desc) es6.x should set desc sorting on _key', () => {
const builder6x = new ElasticQueryBuilder({
timeField: '@timestamp',
esVersion: 60,
});
const query = builder6x.getTermsQuery({ order: 'desc' });
expect(query.aggs['1'].terms.order._term).toBeUndefined();
expect(query.aggs['1'].terms.order._key).toBe('desc');
expect(query.aggs['1'].terms.order._count).toBeUndefined();
}); });
it('getTermsQuery(orderBy:doc_count) es6.x should set desc sorting on _count', () => {
const builder6x = new ElasticQueryBuilder({
timeField: '@timestamp',
esVersion: 60,
});
const query = builder6x.getTermsQuery({ orderBy: 'doc_count' });
expect(query.aggs['1'].terms.order._term).toBeUndefined();
expect(query.aggs['1'].terms.order._key).toBeUndefined();
expect(query.aggs['1'].terms.order._count).toBe('desc');
});
it('getTermsQuery(orderBy:doc_count, order:asc) es6.x should set asc sorting on _count', () => {
const builder6x = new ElasticQueryBuilder({
timeField: '@timestamp',
esVersion: 60,
});
const query = builder6x.getTermsQuery({ orderBy: 'doc_count', order: 'asc' });
expect(query.aggs['1'].terms.order._term).toBeUndefined();
expect(query.aggs['1'].terms.order._key).toBeUndefined();
expect(query.aggs['1'].terms.order._count).toBe('asc');
});
// Logs query
it('getTermsQuery should request documents and date histogram', () => { it('getTermsQuery should request documents and date histogram', () => {
const query = builder.getLogsQuery({}); const query = builder.getLogsQuery({});
expect(query).toHaveProperty('query.bool.filter'); expect(query).toHaveProperty('query.bool.filter');
......
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