Prerequisite:
1. Make sure Elasticsearch is up and running(at least single node).
2. cURL is installed or some web browser is in place to send HTTP request.
3. Setup documents in Indices - Refer _bulk API for setup JSON document in indices so that query can be executed. Download cleaned JSON file with 1000 documents (for customers) & Download JSON for Products index and execute following command to setup indexed document in bulk.
curl -H "Content-Type: application/x-ndjson" -XPOST 'localhost:9200/customers/vendors/_bulk?pretty&refresh' --data-binary @"customers.json"
curl -H "Content-Type: application/x-ndjson" -XPOST 'localhost:9200/products/shoes/_bulk?pretty&refresh' --data-binary @"shoes.json"
Desktop curl -XGET 'localhost:9200/_cat/indices?v&pretty' health status index uuid pri rep docs.count docs.deleted store.size pri.store.size yellow open customers KSbOq8eySwGgvJdH7VfQWQ 5 1 1000 0 101.5kb 101.5kb yellow open employee LU8xvoyMRwi-0o5K2JCyMg 5 1 100 0 86.1kb 86.1kb yellow open products AIA9n0qFQN6suaMG6kzYMw 5 1 8 0 25.2kb 25.2kb
Once we have setup documents we are ready to execute search query against those documents.
Search using query param:- Search term as URL query param
Search in a given index with query parameter:- Pass as one string as parameter and display results based on relevance of query parameter.➜ Desktop curl -XGET 'localhost:9200/customers/_search?q=wyoming&pretty' { "took" : 4, "timed_out" : false, "_shards" : { "total" : 5, "successful" : 5, "skipped" : 0, "failed" : 0 }, "hits" : { "total" : 18, "max_score" : 4.9512873, "hits" : [ { "_index" : "customers", "_type" : "vendors", "_id" : "rX_g6mABB3_D7Pc85hRy", "_score" : 4.9512873, "_source" : { "name" : "Dillard Wilkerson", "age" : 38, "gender" : "male", "email" : "dillardwilkerson@comvex.com", "phone" : "+1 (935) 505-3017", "street" : "954 Vernon Avenue", "city" : "Wyoming", "state" : "North Carolina, 3746" } }, { "_index" : "customers", "_type" : "vendors", "_id" : "CX_g6mABB3_D7Pc85hNx", "_score" : 4.6838965, "_source" : { "name" : "Ashlee Barber", "age" : 54, "gender" : "female", "email" : "ashleebarber@comvex.com", "phone" : "+1 (957) 494-3259", "street" : "705 Batchelder Street", "city" : "Katonah", "state" : "Wyoming, 9682" } }, { "_index" : "customers", "_type" : "vendors", "_id" : "TX_g6mABB3_D7Pc85hVy", "_score" : 4.6157947, "_source" : { "name" : "House Hughes", "age" : 31, "gender" : "male", "email" : "househughes@comvex.com", "phone" : "+1 (936) 406-2766", "street" : "175 Ivan Court", "city" : "Eden", "state" : "Wyoming, 6312" } }, { .... .... } ] } }
- By default maximum number of results returned is 10.
- Results are returned in decreasing order of score (Score indicate most relevant doc first followed by decreasing relevance)
Search in a given index with multiple query parameter:- Pass as string as parameter and sort result based on another parameter.
➜ Desktop curl -XGET 'localhost:9200/customers/_search?q=wyoming&sort=age:asc&pretty' { "took" : 5, "timed_out" : false, "_shards" : { "total" : 5, "successful" : 5, "skipped" : 0, "failed" : 0 }, "hits" : { "total" : 18, "max_score" : null, "hits" : [ { "_index" : "customers", "_type" : "vendors", "_id" : "n3_g6mABB3_D7Pc85hRy", "_score" : null, "_source" : { "name" : "Robin Anthony", "age" : 19, "gender" : "female", "email" : "robinanthony@comvex.com", "phone" : "+1 (806) 428-3024", "street" : "367 Union Avenue", "city" : "Verdi", "state" : "Wyoming, 2643" }, "sort" : [ 19 ] },{ "_index" : "customers", "_type" : "vendors", "_id" : "Q3_g6mABB3_D7Pc85hNx", "_score" : null, "_source" : { "name" : "Henry Waters", "age" : 21, "gender" : "male", "email" : "henrywaters@comvex.com", "phone" : "+1 (888) 493-3529", "street" : "215 Cook Street", "city" : "Santel", "state" : "Wyoming, 3995" }, "sort" : [ 21 ] }, { .... .... } ] } }
- Score is irrelevant when results are sorted based on some parameter so max score and individual score is displayed as null.
- Results are in sorted order lowest age first.
Search query with name/value pair parameters : Query parameter can be passed name value pair and documents can be retrieved. Here query parameter is state:Connecticut.
➜ Desktop curl -XGET 'localhost:9200/customers/_search?q=state:Connecticut&pretty' ➜ Desktop curl -XGET 'localhost:9200/customers/_search?q=state:Connecticut&sort=age:asc&pretty'
Search query with from<N> and size<M> parameters : In search query parameter from and size parameters can be passed and specific documents are retrieved. In other words, we want document from at index N and result should contain M documents.
Desktop curl -XGET 'localhost:9200/customers/_search?q=state:Connecticut&from=5&size=2&pretty' { "took" : 1, "timed_out" : false, "_shards" : { "total" : 5, "successful" : 5, "skipped" : 0, "failed" : 0 }, "hits" : { "total" : 18, "max_score" : 5.2171135, "hits" : [ { "_index" : "customers", "_type" : "vendors", "_id" : "43_g6mABB3_D7Pc85hRy", "_score" : 4.128432, "_source" : { "name" : "Fernandez Brock", "age" : 69, "gender" : "male", "email" : "fernandezbrock@comvex.com", "phone" : "+1 (951) 577-2819", "street" : "922 Oriental Boulevard", "city" : "Hilltop", "state" : "Connecticut, 5451" } }, { "_index" : "customers", "_type" : "vendors", "_id" : "HX_g6mABB3_D7Pc85hVy", "_score" : 4.128432, "_source" : { "name" : "Ronda Gallegos", "age" : 25, "gender" : "female", "email" : "rondagallegos@comvex.com", "phone" : "+1 (845) 438-2445", "street" : "969 Montgomery Street", "city" : "Salix", "state" : "Connecticut, 3041" } } ] } }
Search multiple indices : Multiple indices can be searched using comma separated values passed in URL. Below screenshot shows size to total documents in scope is 1008 and only 10 items are retrieved by default.
Search using request body:- Search term within URL request body
Retrieve all documents in given index : Below query matches all documents present in index products.➜ Desktop curl -XGET 'localhost:9200/products/_search?pretty' -d' { "query": { "match_all": {} } }' -H 'Content-Type: application/json' { "took" : 1, "timed_out" : false, "_shards" : { "total" : 5, "successful" : 5, "skipped" : 0, "failed" : 0 }, "hits" : { "total" : 8, "max_score" : 1.0, "hits" : [ { "_index" : "products", "_type" : "shoes", "_id" : "5", "_score" : 1.0, "_source" : { "name" : "VeftER", "size" : 6, "color" : "White" } }, { ...... }, { ..... } ] } }
- Score of all documents obtained will be 1.0, as all documents matches in Products index.
- Documents are not retrieved in same order as inserted via file(shoes.json), ordering of documents is nor guaranteed.
Retrieve documents of given size : Number of documents need to be retrieved is passed as input parameter in body. Elasticsearch is stateless (i.e: ELS maintains no open cursor or session for search operation) so search results are retrieved in one go and displayed (no pagination).
➜ Desktop curl -XGET 'localhost:9200/products/_search?pretty' -d' { "query": { "match_all": {} }, "size": 2 }' -H 'Content-Type: application/json' { "took" : 1, "timed_out" : false, "_shards" : { "total" : 5, "successful" : 5, "skipped" : 0, "failed" : 0 }, "hits" : { "total" : 8, "max_score" : 1.0, "hits" : [ { "_index" : "products", "_type" : "shoes", "_id" : "5", "_score" : 1.0, "_source" : { "name" : "VeftER", "size" : 6, "color" : "White" } }, { "_index" : "products", "_type" : "shoes", "_id" : "8", "_score" : 1.0, "_source" : { "name" : "PFFlys", "size" : 7, "color" : "White" } } ] } }
Search/retrieves documents using from<N> and size<M> : From parameter indicates from where documents need to be retrieved and size indicates how many documents need to be returned.
➜ Desktop curl -XGET 'localhost:9200/products/_search?pretty' -d' { "query": { "match_all": {} }, "from": 3, "size": 2 }' -H 'Content-Type: application/json' { "took" : 1, "timed_out" : false, "_shards" : { "total" : 5, "successful" : 5, "skipped" : 0, "failed" : 0 }, "hits" : { "total" : 8, "max_score" : 1.0, "hits" : [ { "_index" : "products", "_type" : "shoes", "_id" : "4", "_score" : 1.0, "_source" : { "name" : "Puma", "size" : 7, "color" : "Red" } }, { "_index" : "products", "_type" : "shoes", "_id" : "6", "_score" : 1.0, "_source" : { "name" : "Adidas", "size" : 7, "color" : "Red" } } ] } }
Search multiple indices : Multiple indices can be searched using comma separated values passed in URL. Total 1008 documents is in scope of results obtained and 1 is displayed as requested.
➜ Desktop curl -XGET 'localhost:9200/products,customers/_search?pretty' -d' { "query": { "match_all": {} }, "size": 1 }' -H 'Content-Type: application/json' { "took" : 2, "timed_out" : false, "_shards" : { "total" : 10, "successful" : 10, "skipped" : 0, "failed" : 0 }, "hits" : { "total" : 1008, "max_score" : 1.0, "hits" : [ { "_index" : "customers", "_type" : "vendors", "_id" : "tn_g6mABB3_D7Pc85hFv", "_score" : 1.0, "_source" : { "name" : "Lou Brooks", "age" : 70, "gender" : "female", "email" : "loubrooks@comvex.com", "phone" : "+1 (975) 536-2152", "street" : "159 Lester Court", "city" : "Roland", "state" : "New Jersey, 4742" } } ] } }
Summary : We can execute all possible search queries executed via request body which are run via query param. Query param options are subset of options available in the request body.
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