Work with Elasticsearch
editWork with Elasticsearch
editLearn how to index, update, retrieve, search, and delete documents in an Elasticsearch cluster from the command line.
If you are looking for a user interface for Elasticsearch and your data, head on over to Kibana! Not only are there amazing visualization and index management tools, Kibana includes realistic sample data sets to play with so that you can get to know what you could do with your data.
Before you begin
editOn the Overview page for your new cluster in the Cloud UI, copy the Elasticsearch endpoint URL under Endpoints.
These examples use the elastic
user. If you didn’t copy down the password for the elastic
user, you can
reset the password.
To use these examples, you also need to have the curl command installed.
Indexing
editTo index a document into Elasticsearch, POST
your document:
curl -u USER:PASSWORD https://ELASTICSEARCH_URL/my_index/_doc -XPOST -H 'Content-Type: application/json' -d '{ "title": "One", "tags": ["ruby"] }'
To show that the operation worked, Elasticsearch returns a JSON response that looks like {"_index":"my_index","_type":"_doc","_id":"0KNPhW4BnhCSymaq_3SI","_version":1,"result":"created","_shards":{"total":2,"successful":2,"failed":0},"_seq_no":0,"_primary_term":1}
.
In this example, the index my_index
is created dynamically when the first document is inserted into it. All documents in Elasticsearch have a type
and an id
, which is echoed as "_type":"_doc"
and _id":"0KNPhW4BnhCSymaq_3SI
in the JSON response. If no ID is specified during indexing, a random id
is generated.
Bulk indexing
editTo achieve the best possible performance, use the bulk API.
To index some additional documents with the bulk API:
curl -u USER:PASSWORD https://ELASTICSEARCH_URL/my_index/_doc/_bulk -XPOST -H 'Content-Type: application/json' -d ' {"index": {}} {"title": "Two", "tags": ["ruby", "python"] } {"index": {}} {"title": "Three", "tags": ["java"] } {"index": {}} {"title": "Four", "tags": ["ruby", "php"] } '
Elasticsearch returns a JSON response similar to this one:
{"took":694,"errors":false,"items":[{"index":{"_index":"my_index","_type":"_doc","_id":"0aNqhW4BnhCSymaqFHQn","_version":1,"result":"created","_shards":{"total":2,"successful":1,"failed":0},"_seq_no":0,"_primary_term":1,"status":201}},{"index":{"_index":"my_index","_type":"_doc","_id":"0qNqhW4BnhCSymaqFHQn","_version":1,"result":"created","_shards":{"total":2,"successful":1,"failed":0},"_seq_no":1,"_primary_term":1,"status":201}},{"index":{"_index":"my_index","_type":"_doc","_id":"06NqhW4BnhCSymaqFHQn","_version":1,"result":"created","_shards":{"total":2,"successful":1,"failed":0},"_seq_no":2,"_primary_term":1,"status":201}}]}
Updating
editTo update an existing document in Elasticsearch, POST
the updated document to http://ELASTICSEARCH_URL/my_index/_doc/ID
, where the ID is the _id
of the document.
For example, to update the last document indexed from the previous example with "_id":"06NqhW4BnhCSymaqFHQn"
:
curl -u USER:PASSWORD https://ELASTICSEARCH_URL/my_index/_doc/06NqhW4BnhCSymaqFHQn -XPOST -H 'Content-Type: application/json' -d '{ "title": "Four updated", "tags": ["ruby", "php", "python"] }'
The JSON response shows that the version counter for the document got incremented to _version":2
to reflect the update.
Retrieving documents
editTo take a look at a specific document you indexed, here the last document we updated with the ID 0KNPhW4BnhCSymaq_3SI
:
curl -u USER:PASSWORD https://ELASTICSEARCH_URL/my_index/_doc/06NqhW4BnhCSymaqFHQn
This request didn’t include GET
, as the method is implied if you don’t specify anything else. If the document you are looking for exists, Elasticsearch returns found":true
along with the document as part of the JSON response. Otherwise, the JSON response contains "found":false
.
Searching
editYou issue search requests for documents with one of these Elasticsearch endpoints:
https://ELASTICSEARCH_URL/_search https://ELASTICSEARCH_URL/INDEX_NAME/_search
Either a GET
or a POST
request with some URI search parameters works, or omit the method to default to GET
request:
curl -u USER:PASSWORD https://ELASTICSEARCH_URL/my_index/_doc/_search?q=title:T*
For an explanation of the allowed parameters, see URI Search.
To make Elasticsearch return a more human readable JSON response, add ?pretty=true
to the request:
curl -u USER:PASSWORD https://ELASTICSEARCH_URL/my_index/_doc/_search?pretty=true -H 'Content-Type: application/json' -d '{ "query": { "query_string": {"query": "*"} } }'
For performance reasons, ?pretty=true
is not recommended in production. You can verify the performance difference yourself by checking the took
field in the JSON response which tells you how long Elasticsearch took to evaluate the search in milliseconds. When we tested these examples ourselves, the difference was "took" : 4
against "took" : 18
, a substantial difference.
For a full explanation of how the request body is structured, see Elasticsearch Request Body documentation. You can also execute multiple queries in one request with the Multi Search API.
Deleting
editYou delete documents from Elasticsearch by sending DELETE
requests.
To delete a single document by ID from an earlier example:
curl -u USER:PASSWORD https://ELASTICSEARCH_URL/my_index/_doc/06NqhW4BnhCSymaqFHQn -XDELETE
To delete a whole index, here my_index
:
curl -u USER:PASSWORD https://ELASTICSEARCH_URL/my_index -XDELETE
The JSON response returns {"acknowledged":true}
to indicate that the index deletion was a success.