I have an elastic search index that stores the list of restaurants in an area. I'm using spring elastic search to query the restaurant based on a given geo-location (lat/long) within 10 miles distance. I have a requirement where I only need to show a restaurant chain once, I'm seeing multiple records in my search result for the restaurant chains because they have the same name but different addresses. I only need to show the nearest restaurant chain restaurant along with the other unique restaurants. Is there a single query that can do that? Below is my code [removed some stuff for brevity!]
public SearchHits<Results> search(List<String> items){
final NativeSearchQueryBuilder searchQuery = new NativeSearchQueryBuilder();
BoolQueryBuilder termsQuery = boolQuery();
termsQuery.should(termsQuery(entry.getKey(), items));
boolQuery.must(termsQuery);
// ...I do additional logic here
searchQuery.withQuery(boolQuery);
// apply the terms aggregation searchQuery.addAggregation(terms(CATEGORIES_KEY).field(CATEGORY).size(BUCKET_SIZE));
Query query = searchQuery.build();
SearchHits<Results> searchHits = elasticsearcTemplate.search(query, Results.class);
return searchHits;
}
I was going thru the documentation of elasticsearch, it turns out...there is a simple fix for that :) I can use Collapse The collapse feature removes the duplicate data based on a field. So I only needed to add this line:
searchQuery.withCollapseField("restaurant_name");
// restaurant_name is what I want unique values on
I'm building a native query but I only want to return certain fields, all of which are held within a parent field. I think I am looking for the QueryBuilders or NativeSearchQueryBuilder equivalent of the REST API's _source. Here's a code example:
NativeSearchQueryBuilder sb = new NativeSearchQueryBuilder()
.withIndices("myIndex")
.withTypes("myType")
.withQuery(QueryBuilders.queryStringQuery("parent.field2:Foo*"));
.withFields("parent.field1");
I'd expect this to return a list of only parent.field1 that are associated with objects that have parent.field2 like Foo*. But it returns nothing.
Thanks for any help!
After some research, I found the answer is in NativeSearchQueryBuilder. I was just using an older version of spring-data elastic search, so I could not see this method: withSourceFilter. The way to do this is:
NativeSearchQueryBuilder sb = new NativeSearchQueryBuilder()
.withIndices("myIndex")
.withTypes("myType")
.withQuery(QueryBuilders.queryStringQuery("parent.field2:Foo*"));
.withSourceFilter(new FetchSourceFilter(<String array of includes>, null));
FetchSourceFilter takes 2 arguments, a String[] array of includes and one of excludes. In my example, I'd have an array like new String[]{"parent.field1"} passed to FetchSourceFilter, which in turn is passed to withSourceFilter. The search above will then return (once built and ran) a list of parent.field1 with parent.field2 like Foo*.
The version I upgraded to was spring-data-elasticsearch 2.0.2.
I am trying to use elastic search for full text search and Spring data for integrating elastic search with my application.
For example,
There are 6 fields to be indexed.
1)firstName
2)lastName
3)title
4)location
5)industry
6)email
http://localhost:9200/test/_mapping/
I can see these fields in the mapping.
Now, I would like to make a search against these fields with a search input.
For example, When I search "mike 123", it has to search against all these 6 fields.
In Spring data repository,
The below method works to search only in firstName.
Collection<Object> findByFirstNameLike(String searchInput)
But, I would like to search against all the fields.
I tried,
Collection<Object> findByFirstNameLikeOrLastNameLikeOrTitleLikeOrLocationLikeOrIndustryLikeOrEmailLike(String searchInput,String searchInput1,String searchInput2,String searchInput3,)
Here, even the input string is same, i need to pass the same input as 6 params. Also the method name looks bigger with multiple fields.
Is there anyway to make it simple with #Query or ....
Like,
Collection<Object> findByInput(String inputString)
Also, boosting should be given for one of the field.
For example,
When i search for "mike mat", if there is any match in the firstName, that should be the first one in the result even there are exact match in the other fields.
Thanks
Lets suppose your search term is in the variable query, you can use the method search in ElasticsearchRepository.
repo.search(queryStringQuery(query))
to use queryStringQuery use the following import
import static org.elasticsearch.index.query.QueryBuilders.queryStringQuery;
I found the way to achieve this and posting here. Hope, this would help.
QueryBuilder queryBuilder = boolQuery().should(
queryString("Mike Mat").analyzeWildcard(true)
.field("firstName", 2.0f).field("lastName").field("title")
.field("location").field("industry").field("email"));
Thanks
Not a spring-data elasticsearch expert. But I see two directions you can go. The first would be to use the #Query option. That way you can create your own query. The second would be to use the example in the Filter builder section:
http://docs.spring.io/spring-data/elasticsearch/docs/current/reference/html/#elasticsearch.misc.filter
Within elasticearch you would want to use the multi_match query:
http://www.elastic.co/guide/en/elasticsearch/reference/1.5/query-dsl-multi-match-query.html
In java such a query would look like this:
QueryBuilder qb = multiMatchQuery(
"kimchy elasticsearch",
"user", "message"
);
Example coming from: http://www.elastic.co/guide/en/elasticsearch/client/java-api/current/query-dsl-queries.html#multimatch
We can write our own custom query as below.
we can specific index, routing value (this is used if alias is used)
SearchQuery searchQuery = new NativeSearchQueryBuilder().withIndices(INDEX)
.withRoute(yourQueryBuilderHelper.getRouteValue())
.withQuery(yourQueryBuilderHelper.buildQuery(yourSearchFilterRequestObject))
.withFilter(yourQueryBuilderHelper.buildFilter(yourSearchFilterRequestObject)).withTypes(TYPE)
.withSort(yourQueryBuilderHelper.buildSortCriteria(yourSearchFilterRequestObject))
.withPageable(yourQueryBuilderHelper.buildPaginationCriteria(yourSearchFilterRequestObject)).build();
FacetedPage<Ticket> searchResults = elasticsearchTemplate.queryForPage(searchQuery, YourDocumentEntity.class);
Its good to use your own queryBuilder helper which can seperate your elasticSearchService from queryBuilder responsibility.
Hope this helps
Thanks
QueryBuilder class is helpful to query from spring Dao to elastic search:
import org.elasticsearch.index.query.QueryBuilders;
import org.elasticsearch.index.query.QueryBuilder;
QueryBuilder qb = QueryBuilders.boolQuery()
.must(QueryBuilders.termQuery("state", "KA"));
.must(QueryBuilders.termQuery("content", "test4"))
.mustNot(QueryBuilders.termQuery("content", "test2"))
.should(termQuery("content", "test3"));
.should(termQuery("content", "test3"));
Try like this, you can even set importance of the field
QueryBuilder queryBuilder = QueryBuilders.multiMatchQuery(query)
.field("name", 2.0f)
.field("email")
.field("title")
.field("jobDescription", 3.0f)
.type(MultiMatchQueryBuilder.Type.PHRASE_PREFIX);
Another way is using Query String query
Query searchQuery = new StringQuery(
"{\"query\":{\"query_string\":{\"query\":\""+ your-query-here + "\"}}}\"");
SearchHits<Product> products = elasticsearchOperations.search(
searchQuery,
Product.class,
IndexCoordinates.of(PRODUCT_INDEX_NAME));
This will search all the field from your document of specified index
I am integrating FOSElasticaBundle in my Symfony 2.3 project and I need to sort the results by their price property.
Here is my code:
$finder = $this->container->get('fos_elastica.finder.website.product');
$fieldTerms = new \Elastica\Query\Terms();
$fieldTerms->setTerms('taxon_ids', $taxon_ids_array);
$boolQuery->addMust($fieldTerms);
$resultSet = $finder->find($boolQuery);
How I can do this?
Thanks
Try create a \Elastica\Query object which also contains the sorting information, then send this to the finder:
$finder = $this->container->get('fos_elastica.finder.website.product');
$fieldTerms = new \Elastica\Query\Terms();
$fieldTerms->setTerms('taxon_ids', $taxon_ids_array);
$boolQuery->addMust($fieldTerms);
$finalQuery = new \Elastica\Query($boolQuery);
$finalQuery->setSort(array('price' => array('order' => 'asc')));
$resultSet = $finder->find($finalQuery);
Have a look at the elasticsearch docs on the sort parameter to see how to use it properly.
NOTE: \Elastica\Query is quite different to \Elastica\Query\AbstractQuery, the first encapsulates everything you could send to the _search API endpoint (facets, sorting, explain, etc...) The AbstractQuery represents a base type for each of the individual query types (range, fuzzy, terms, etc...).
I'm trying to create a dynamic mongoDB query using spring Criteria. My query is :
Criteria.where(key1).is(value1).and(key2).is(value2)
The numbers of key/value is not fixed but can change.
I try to use andOperator but it's not for my case.
Can someone help me?
This post explains a similara problem:
Spring Mongo criteria querying twice the same field
This is what you want to do:
Criteria criteria = new Criteria().andOperator(
Criteria.where("key1").is(value1),
Criteria.where("key2").is(value2));
// to print the mongodb query for debug purposes
// System.out.println(criteria.getCriteriaObject());
// execute with a mongoTemplate
List<YourClass> documents = mongoTemplate.find(new Query(criteria), YourClass.class);