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								---
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								title: Run the Athena Connector Externally
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								slug: /connectors/database/dynamodb/yaml
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								---
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								{% connectorDetailsHeader
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								name="DynamoDB"
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								stage="PROD"
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								platform="OpenMetadata"
							 
						 
					
						
							
								
									
										
										
										
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								availableFeatures=["Metadata", "Data Profiler"]
							 
						 
					
						
							
								
									
										
										
										
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								unavailableFeatures=["Query Usage", "Owners", "Tags", "Stored Procedures", "Data Quality", "Lineage", "Column-level Lineage", "dbt", "Sample Data"]
							 
						 
					
						
							
								
									
										
										
										
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								/ %}
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								In this section, we provide guides and references to use the DynamoDB connector.
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								Configure and schedule DynamoDB metadata workflows from the OpenMetadata UI:
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								-  [Requirements ](#requirements ) 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								-  [Metadata Ingestion ](#metadata-ingestion ) 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								
							 
						 
					
						
							
								
									
										
										
										
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								{% partial file="/v1.8/connectors/external-ingestion-deployment.md" /%}
							 
						 
					
						
							
								
									
										
										
										
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								## Requirements
  
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								The DynamoDB connector ingests metadata using the DynamoDB boto3 client.
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								OpenMetadata retrieves information about all tables in the AWS account, the user must have permissions to perform the `dynamodb:ListTables`  operation.
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								Below defined policy grants the permissions to list all tables in DynamoDB:
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								```json
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								{
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								    "Version": "2012-10-17",
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								    "Statement": [
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								        {
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								            "Effect": "Allow",
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								            "Action": [
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								                "dynamodb:ListTables"
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								            ],
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								            "Resource": "*"
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								        }
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								    ]
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								}
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								```
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								For more information on Dynamodb permissions visit the [AWS DynamoDB official documentation ](https://docs.aws.amazon.com/amazondynamodb/latest/developerguide/api-permissions-reference.html ).
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								### Python Requirements
  
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								
							 
						 
					
						
							
								
									
										
										
										
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								{% partial file="/v1.8/connectors/python-requirements.md" /%}
							 
						 
					
						
							
								
									
										
										
										
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								To run the DynamoDB ingestion, you will need to install:
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								```bash
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								pip3 install "openmetadata-ingestion[dynamodb]"
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								```
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								## 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/database/dynamoDBConnection.json )
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								you can find the structure to create a connection to DynamoDB.
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								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 DynamoDB:
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								{% codePreview %}
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								{% codeInfoContainer %}
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								#### Source Configuration - Service Connection
  
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								
							 
						 
					
						
							
								
									
										
										
										
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								{% partial file="/v1.8/connectors/yaml/common/aws-config-def.md" /%}
							 
						 
					
						
							
								
									
										
										
										
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								{% codeInfo srNumber=6 %}
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								**databaseName**: Optional name to give to the database in OpenMetadata. If left blank, we will use default as the database name.
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								{% /codeInfo %}
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								
							 
						 
					
						
							
								
									
										
										
										
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								{% partial file="/v1.8/connectors/yaml/database/source-config-def.md" /%}
							 
						 
					
						
							
								
									
										
										
										
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								{% partial file="/v1.8/connectors/yaml/ingestion-sink-def.md" /%}
							 
						 
					
						
							
								
									
										
										
										
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								{% partial file="/v1.8/connectors/yaml/workflow-config-def.md" /%}
							 
						 
					
						
							
								
									
										
										
										
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								#### Advanced Configuration
  
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								{% codeInfo srNumber=7 %}
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								
							 
						 
					
						
							
								
									
										
										
										
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								**Connection Options (Optional)**: Enter the details for any additional connection options that can be sent to database during the connection. These details must be added as Key-Value pairs.
							 
						 
					
						
							
								
									
										
										
										
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								{% /codeInfo %}
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								{% codeInfo srNumber=8 %}
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								
							 
						 
					
						
							
								
									
										
										
										
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								**Connection Arguments (Optional)**: Enter the details for any additional connection arguments such as security or protocol configs that can be sent to database during the connection. These details must be added as Key-Value pairs.
							 
						 
					
						
							
								
									
										
										
										
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								-  In case you are using Single-Sign-On (SSO) for authentication, add the `authenticator`  details in the Connection Arguments as a Key-Value pair as follows: `"authenticator" : "sso_login_url"`  
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								{% /codeInfo %}
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								{% /codeInfoContainer %}
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								{% codeBlock fileName="filename.yaml" %}
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								```yaml {% isCodeBlock=true %}
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								source:
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								  type: dynamodb
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								  serviceName: local_dynamodb
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								  serviceConnection:
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								    config:
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								      type: DynamoDB
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								      awsConfig:
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								```
							 
						 
					
						
							
								
									
										
										
										
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								{% partial file="/v1.8/connectors/yaml/common/aws-config.md" /%}
							 
						 
					
						
							
								
									
										
										
										
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								```yaml {% srNumber=6 %}
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								      database: custom_database_name
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								```
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								```yaml {% srNumber=7 %}
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								      # connectionOptions:
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								      #   key: value
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								```
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								```yaml {% srNumber=8 %}
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								      # connectionArguments:
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								      #   key: value
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								```
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								
							 
						 
					
						
							
								
									
										
										
										
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								{% partial file="/v1.8/connectors/yaml/database/source-config.md" /%}
							 
						 
					
						
							
								
									
										
										
										
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								{% partial file="/v1.8/connectors/yaml/ingestion-sink.md" /%}
							 
						 
					
						
							
								
									
										
										
										
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								{% partial file="/v1.8/connectors/yaml/workflow-config.md" /%}
							 
						 
					
						
							
								
									
										
										
										
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								{% /codeBlock %}
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								{% /codePreview %}
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								
							 
						 
					
						
							
								
									
										
										
										
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								{% partial file="/v1.8/connectors/yaml/ingestion-cli.md" /%}
							 
						 
					
						
							
								
									
										
										
										
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								## dbt Integration
  
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								{% tilesContainer %}
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								{% tile
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								  icon="mediation"
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								  title="dbt Integration"
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								  description="Learn more about how to ingest dbt models' definitions and their lineage."
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								  link="/connectors/ingestion/workflows/dbt" /%}
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								{% /tilesContainer %}