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			174 lines
		
	
	
		
			4.6 KiB
		
	
	
	
		
			Markdown
		
	
	
	
	
	
		
		
			
		
	
	
			174 lines
		
	
	
		
			4.6 KiB
		
	
	
	
		
			Markdown
		
	
	
	
	
	
|   | --- | ||
|  | title: Run the Kafka Connector Externally | ||
|  | slug: /connectors/messaging/kafka/yaml | ||
|  | --- | ||
|  | 
 | ||
|  | {% connectorDetailsHeader | ||
|  | name="Kafka" | ||
|  | stage="PROD" | ||
|  | platform="OpenMetadata" | ||
|  | availableFeatures=["Topics", "Sample Data"] | ||
|  | unavailableFeatures=[] | ||
|  | / %} | ||
|  | 
 | ||
|  | In this section, we provide guides and references to use the Kafka connector. | ||
|  | 
 | ||
|  | Configure and schedule Kafka metadata and profiler workflows from the OpenMetadata UI: | ||
|  | 
 | ||
|  | - [Requirements](#requirements) | ||
|  | - [Metadata Ingestion](#metadata-ingestion) | ||
|  | 
 | ||
|  | {% partial file="/v1.5/connectors/external-ingestion-deployment.md" /%} | ||
|  | 
 | ||
|  | ## Requirements
 | ||
|  | 
 | ||
|  | ### Python Requirements
 | ||
|  | 
 | ||
|  | {% partial file="/v1.5/connectors/python-requirements.md" /%} | ||
|  | 
 | ||
|  | To run the Kafka ingestion, you will need to install: | ||
|  | 
 | ||
|  | ```bash | ||
|  | pip3 install "openmetadata-ingestion[kafka]" | ||
|  | ``` | ||
|  | 
 | ||
|  | ## Metadata Ingestion
 | ||
|  | 
 | ||
|  | All connectors are defined as JSON Schemas. | ||
|  | [Here](https://github.com/open-metadata/OpenMetadata/blob/main/openmetadata-spec/src/main/resources/json/schema/entity/services/connections/messaging/kafkaConnection.json) | ||
|  | you can find the structure to create a connection to Kafka. | ||
|  | 
 | ||
|  | In order to create and run a Metadata Ingestion workflow, we will follow | ||
|  | the steps to create a YAML configuration able to connect to the source, | ||
|  | process the Entities if needed, and reach the OpenMetadata server. | ||
|  | 
 | ||
|  | The workflow is modeled around the following | ||
|  | [JSON Schema](https://github.com/open-metadata/OpenMetadata/blob/main/openmetadata-spec/src/main/resources/json/schema/metadataIngestion/workflow.json) | ||
|  | 
 | ||
|  | ### 1. Define the YAML Config
 | ||
|  | 
 | ||
|  | This is a sample config for Kafka: | ||
|  | 
 | ||
|  | {% codePreview %} | ||
|  | 
 | ||
|  | {% codeInfoContainer %} | ||
|  | 
 | ||
|  | #### Source Configuration - Service Connection
 | ||
|  | 
 | ||
|  | {% codeInfo srNumber=1 %} | ||
|  | 
 | ||
|  | **bootstrapServers**: List of brokers as comma separated values of broker `host` or `host:port`. | ||
|  | 
 | ||
|  | Example: `host1:9092,host2:9092` | ||
|  | 
 | ||
|  | {% /codeInfo %} | ||
|  | 
 | ||
|  | {% codeInfo srNumber=2 %} | ||
|  | 
 | ||
|  | **schemaRegistryURL**: URL of the Schema Registry used to ingest the schemas of the topics. | ||
|  | 
 | ||
|  | **NOTE**: For now, the schema will be the last version found for the schema name `{topic-name}-value`. An [issue](https://github.com/open-metadata/OpenMetadata/issues/10399) to improve how it currently works has been opened. | ||
|  | 
 | ||
|  | {% /codeInfo %} | ||
|  | 
 | ||
|  | {% codeInfo srNumber=3 %} | ||
|  | 
 | ||
|  | **saslUsername**: SASL username for use with the PLAIN and SASL-SCRAM mechanisms. | ||
|  | 
 | ||
|  | {% /codeInfo %} | ||
|  | 
 | ||
|  | {% codeInfo srNumber=4 %} | ||
|  | 
 | ||
|  | **saslPassword**: SASL password for use with the PLAIN and SASL-SCRAM mechanisms. | ||
|  | 
 | ||
|  | {% /codeInfo %} | ||
|  | 
 | ||
|  | {% codeInfo srNumber=5 %} | ||
|  | 
 | ||
|  | **saslMechanism**: SASL mechanism to use for authentication. | ||
|  | 
 | ||
|  | Supported: _GSSAPI, PLAIN, SCRAM-SHA-256, SCRAM-SHA-512, OAUTHBEARER_. | ||
|  | 
 | ||
|  | **NOTE**: Despite the name only one mechanism must be configured. | ||
|  | 
 | ||
|  | {% /codeInfo %} | ||
|  | 
 | ||
|  | {% codeInfo srNumber=6 %} | ||
|  | 
 | ||
|  | **basicAuthUserInfo**: Schema Registry Client HTTP credentials in the form of `username:password`. | ||
|  | 
 | ||
|  | By default, user info is extracted from the URL if present. | ||
|  | 
 | ||
|  | {% /codeInfo %} | ||
|  | 
 | ||
|  | {% codeInfo srNumber=7 %} | ||
|  | 
 | ||
|  | **consumerConfig**: The accepted additional values for the consumer configuration can be found in the following  | ||
|  | [link](https://github.com/edenhill/librdkafka/blob/master/CONFIGURATION.md). | ||
|  | 
 | ||
|  | {% /codeInfo %} | ||
|  | 
 | ||
|  | {% codeInfo srNumber=8 %} | ||
|  | 
 | ||
|  | **schemaRegistryConfig**: The accepted additional values for the Schema Registry configuration can be found in the  | ||
|  | following [link](https://docs.confluent.io/5.5.1/clients/confluent-kafka-python/index.html#confluent_kafka.schema_registry.SchemaRegistryClient). | ||
|  | 
 | ||
|  | **Note:** To ingest the topic schema, `schemaRegistryURL` must be passed. | ||
|  | 
 | ||
|  | {% /codeInfo %} | ||
|  | 
 | ||
|  | {% partial file="/v1.5/connectors/yaml/messaging/source-config-def.md" /%} | ||
|  | 
 | ||
|  | {% partial file="/v1.5/connectors/yaml/ingestion-sink-def.md" /%} | ||
|  | 
 | ||
|  | {% partial file="/v1.5/connectors/yaml/workflow-config-def.md" /%} | ||
|  | 
 | ||
|  | {% /codeInfoContainer %} | ||
|  | 
 | ||
|  | {% codeBlock fileName="filename.yaml" %} | ||
|  | 
 | ||
|  | ```yaml {% isCodeBlock=true %} | ||
|  | source: | ||
|  |   type: kafka | ||
|  |   serviceName: local_kafka | ||
|  |   serviceConnection: | ||
|  |     config: | ||
|  |       type: Kafka | ||
|  | ``` | ||
|  | ```yaml {% srNumber=1 %} | ||
|  |       bootstrapServers: localhost:9092 | ||
|  | ``` | ||
|  | ```yaml {% srNumber=2 %} | ||
|  |       schemaRegistryURL: http://localhost:8081  # Needs to be a URI | ||
|  | ``` | ||
|  | ```yaml {% srNumber=3 %} | ||
|  |       saslUsername: username | ||
|  | ``` | ||
|  | ```yaml {% srNumber=4 %} | ||
|  |       saslPassword: password | ||
|  | ``` | ||
|  | ```yaml {% srNumber=5 %} | ||
|  |       saslMechanism: PLAIN | ||
|  | ``` | ||
|  | ```yaml {% srNumber=6 %} | ||
|  |       basicAuthUserInfo: username:password | ||
|  | ``` | ||
|  | ```yaml {% srNumber=7 %} | ||
|  |       consumerConfig: {} | ||
|  | ``` | ||
|  | ```yaml {% srNumber=8 %} | ||
|  |       schemaRegistryConfig: {} | ||
|  | ``` | ||
|  | 
 | ||
|  | {% partial file="/v1.5/connectors/yaml/messaging/source-config.md" /%} | ||
|  | 
 | ||
|  | {% partial file="/v1.5/connectors/yaml/ingestion-sink.md" /%} | ||
|  | 
 | ||
|  | {% partial file="/v1.5/connectors/yaml/workflow-config.md" /%} | ||
|  | 
 | ||
|  | {% /codeBlock %} | ||
|  | 
 | ||
|  | {% /codePreview %} | ||
|  | 
 | ||
|  | {% partial file="/v1.5/connectors/yaml/ingestion-cli.md" /%} |