The Elasticsearch sink connector pulls messages from Pulsar topics and persists the messages to indexes. For more information about connectors, see Connector Overview.
This document introduces how to get started with creating an Elasticsearch sink connector and get it up and running.
Quick start
Prerequisites
The prerequisites for connecting an Elasticsearch sink connector to external systems include:
Create a Elasticsearch cluster. You can create a single-node Elasticsearch cluster by executing this command:
docker run -p 9200:9200 -p 9300:9300 \
-e "discovery.type=single-node" \
-e "ELASTIC_PASSWORD=pulsar-sink-test" \
docker.elastic.co/elasticsearch/elasticsearch:7.17.13
1. Create a connector
The following command shows how to use pulsarctl to create a builtin
connector. If you want to create a non-builtin
connector, you need to replace --sink-type elastic-search
with --archive /path/to/pulsar-io-elastic-search.nar
. You can find the button to download the nar
package at the beginning of the document.
For StreamNative Cloud User
If you are a StreamNative Cloud user, you need set up your environment first.
pulsarctl sinks create \
--sink-type elastic-search \
--name es-sink \
--tenant public \
--namespace default \
--inputs "Your topic name" \
--parallelism 1 \
--sink-config \
'{
"elasticSearchUrl": "http://localhost:90902",
"indexName": "myindex",
"typeName": "doc",
"username": "elastic",
"password": "pulsar-sink-test"
}'
The --sink-config
is the minimum necessary configuration for starting this connector, and it is a JSON string. You need to substitute the relevant parameters with your own. If you want to configure more parameters, see Configuration Properties for reference.
Note
You can also choose to use a variety of other tools to create a connector:
- pulsar-admin: The command arguments for
pulsar-admin
are similar to those ofpulsarctl
. You can find an example for StreamNative Cloud Doc. - RestAPI: You can find an example for StreamNative Cloud Doc.
- Terraform: You can find an example for StreamNative Cloud Doc.
- Function Mesh: The docker image can be found at the beginning of the document.
2. Send messages to the topic
Note
If your connector is created on StreamNative Cloud, you need to authenticate your clients. See Build applications using Pulsar clients for more information.
PulsarClient client = PulsarClient.builder()
.serviceUrl("{{Your Pulsar URL}}")
.build();
Producer<String> producer = client.newProducer(Schema.STRING)
.topic("{{Your topic name}}")
.create();
String message = "{\"a\":1}";
MessageId msgID = producer.send(message);
System.out.println("Publish " + message + " and message ID " + msgID);
producer.flush();
producer.close();
client.close();
3. Check documents in Elasticsearch
- Refresh the index
curl -s http://localhost:9200/my_index/_refresh
- Search documents
curl -s http://localhost:9200/my_index/_search
- You can see the record that was published earlier has been successfully written into Elasticsearch.
{"took":2,"timed_out":false,"_shards":{"total":1,"successful":1,"skipped":0,"failed":0},"hits":{"total":{"value":1,"relation":"eq"},"max_score":1.0,"hits":[{"_index":"my_index","_type":"_doc","_id":"FSxemm8BLjG_iC0EeTYJ","_score":1.0,"_source":{"a":1}}]}}
Configuration Properties
This table outlines the properties of an Elasticsearch sink connector.
Name | Type | Required | Default | Description |
---|---|---|---|---|
elasticSearchUrl | String | true | " " (empty string) | The URL of elastic search cluster to which the connector connects. |
indexName | String | false | " " (empty string) | The index name to which the connector writes messages. The default value is the topic name. It accepts date formats in the name to support event time based index with the pattern %{+<date-format>} . For example, suppose the event time of the record is 1645182000000L, the indexName is logs-%{+yyyy-MM-dd} , then the formatted index name would be logs-2022-02-18 . |
schemaEnable | Boolean | false | false | Turn on the Schema Aware mode. |
createIndexIfNeeded | Boolean | false | false | Manage index if missing. |
maxRetries | Integer | false | 1 | The maximum number of retries for elasticsearch requests. Use -1 to disable it. |
retryBackoffInMs | Integer | false | 100 | The base time to wait when retrying an Elasticsearch request (in milliseconds). |
maxRetryTimeInSec | Integer | false | 86400 | The maximum retry time interval in seconds for retrying an elasticsearch request. |
bulkEnabled | Boolean | false | false | Enable the elasticsearch bulk processor to flush write requests based on the number or size of requests, or after a given period. |
bulkActions | Integer | false | 1000 | The maximum number of actions per elasticsearch bulk request. Use -1 to disable it. |
bulkSizeInMb | Integer | false | 5 | The maximum size in megabytes of elasticsearch bulk requests. Use -1 to disable it. |
bulkConcurrentRequests | Integer | false | 0 | The maximum number of in flight elasticsearch bulk requests. The default 0 allows the execution of a single request. A value of 1 means 1 concurrent request is allowed to be executed while accumulating new bulk requests. |
bulkFlushIntervalInMs | Long | false | 1000 | The maximum period of time to wait for flushing pending writes when bulk writes are enabled. -1 or zero means the scheduled flushing is disabled. |
compressionEnabled | Boolean | false | false | Enable elasticsearch request compression. |
connectTimeoutInMs | Integer | false | 5000 | The elasticsearch client connection timeout in milliseconds. |
connectionRequestTimeoutInMs | Integer | false | 1000 | The time in milliseconds for getting a connection from the elasticsearch connection pool. |
connectionIdleTimeoutInMs | Integer | false | 5 | Idle connection timeout to prevent a read timeout. |
keyIgnore | Boolean | false | true | Whether to ignore the record key to build the Elasticsearch document _id . If primaryFields is defined, the connector extract the primary fields from the payload to build the document _id If no primaryFields are provided, elasticsearch auto generates a random document _id . |
primaryFields | String | false | "id" | The comma separated ordered list of field names used to build the Elasticsearch document _id from the record value. If this list is a singleton, the field is converted as a string. If this list has 2 or more fields, the generated _id is a string representation of a JSON array of the field values. |
nullValueAction | enum (IGNORE,DELETE,FAIL) | false | IGNORE | How to handle records with null values, possible options are IGNORE, DELETE or FAIL. Default is IGNORE the message. |
malformedDocAction | enum (IGNORE,WARN,FAIL) | false | FAIL | How to handle elasticsearch rejected documents due to some malformation. Possible options are IGNORE, DELETE or FAIL. Default is FAIL the Elasticsearch document. |
stripNulls | Boolean | false | true | If stripNulls is false, elasticsearch _source includes 'null' for empty fields (for example {"foo": null}), otherwise null fields are stripped. |
socketTimeoutInMs | Integer | false | 60000 | The socket timeout in milliseconds waiting to read the elasticsearch response. |
typeName | String | false | "_doc" | The type name to which the connector writes messages to. <br /><br /> The value should be set explicitly to a valid type name other than "_doc" for Elasticsearch version before 6.2, and left to default otherwise. |
indexNumberOfShards | int | false | 1 | The number of shards of the index. |
indexNumberOfReplicas | int | false | 1 | The number of replicas of the index. |
username | String | false | " " (empty string) | The username used by the connector to connect to the elastic search cluster. <br /><br />If username is set, then password should also be provided. |
password | String | false | " " (empty string) | The password used by the connector to connect to the elastic search cluster. <br /><br />If username is set, then password should also be provided. |
ssl | ElasticSearchSslConfig | false | Configuration for TLS encrypted communication | |
compatibilityMode | enum (AUTO,ELASTICSEARCH,ELASTICSEARCH_7,OPENSEARCH) | false | AUTO | Specify compatibility mode with the ElasticSearch cluster. AUTO value will try to auto detect the correct compatibility mode to use. Use ELASTICSEARCH_7 if the target cluster is running ElasticSearch 7 or prior. Use ELASTICSEARCH if the target cluster is running ElasticSearch 8 or higher. Use OPENSEARCH if the target cluster is running OpenSearch. |
token | String | false | " " (empty string) | The token used by the connector to connect to the ElasticSearch cluster. Only one between basic/token/apiKey authentication mode must be configured. |
apiKey | String | false | " " (empty string) | The apiKey used by the connector to connect to the ElasticSearch cluster. Only one between basic/token/apiKey authentication mode must be configured. |
canonicalKeyFields | Boolean | false | false | Whether to sort the key fields for JSON and Avro or not. If it is set to true and the record key schema is JSON or AVRO , the serialized object does not consider the order of properties. |
stripNonPrintableCharacters | Boolean | false | true | Whether to remove all non-printable characters from the document or not. If it is set to true, all non-printable characters are removed from the document. |
idHashingAlgorithm | enum(NONE,SHA256,SHA512) | false | NONE | Hashing algorithm to use for the document id. This is useful in order to be compliant with the ElasticSearch _id hard limit of 512 bytes. |
conditionalIdHashing | Boolean | false | false | This option only works if idHashingAlgorithm is set. If enabled, the hashing is performed only if the id is greater than 512 bytes otherwise the hashing is performed on each document in any case. |
copyKeyFields | Boolean | false | false | If the message key schema is AVRO or JSON, the message key fields are copied into the ElasticSearch document. |