--- title: Run DomoDatabase Connector using the CLI slug: /connectors/database/domo-database/cli --- # Run Domo Database using the metadata CLI {% multiTablesWrapper %} | Feature | Status | | :----------------- | :--------------------------- | | Stage | PROD | | Metadata | {% icon iconName="check" /%} | | Query Usage | {% icon iconName="cross" /%} | | Data Profiler | {% icon iconName="check" /%} | | Data Quality | {% icon iconName="check" /%} | | Lineage | Partially via Views | | DBT | {% icon iconName="check" /%} | | Supported Versions | -- | | Feature | Status | | :----------- | :--------------------------- | | Lineage | Partially via Views | | Table-level | {% icon iconName="check" /%} | | Column-level | {% icon iconName="check" /%} | {% /multiTablesWrapper %} In this section, we provide guides and references to use the Domo Database connector. Configure and schedule DomoDatabase metadata and profiler workflows from the OpenMetadata UI: - [Requirements](#requirements) - [Metadata Ingestion](#metadata-ingestion) - [Data Profiler](#data-profiler) - [dbt Integration](#dbt-integration) ## Requirements {%inlineCallout icon="description" bold="OpenMetadata 0.12 or later" href="/deployment"%} To deploy OpenMetadata, check the Deployment guides. {%/inlineCallout%} To run the Ingestion via the UI you'll need to use the OpenMetadata Ingestion Container, which comes shipped with custom Airflow plugins to handle the workflow deployment. **Note:** For metadata ingestion, kindly make sure add alteast `data` scopes to the clientId provided. Question related to scopes, click [here](https://developer.domo.com/portal/1845fc11bbe5d-api-authentication). ### Python Requirements To run the DomoDatabase ingestion, you will need to install: ```bash pip3 install "openmetadata-ingestion[domo]" ``` ## 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/athenaConnection.json) you can find the structure to create a connection to DomoDatbase. 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 DomoDatabase: {% codePreview %} {% codeInfoContainer %} #### Source Configuration - Service Connection {% codeInfo srNumber=1 %} **Client ID**: Client ID to Connect to DOMODatabase. {% /codeInfo %} {% codeInfo srNumber=2 %} **Secret Token**: Secret Token to Connect DOMODatabase. {% /codeInfo %} {% codeInfo srNumber=3 %} **Access Token**: Access to Connect to DOMODatabase. {% /codeInfo %} {% codeInfo srNumber=4 %} **API Host**: API Host to Connect to DOMODatabase instance. {% /codeInfo %} {% codeInfo srNumber=5 %} **SandBox Domain**: Connect to SandBox Domain. {% /codeInfo %} {% codeInfo srNumber=6 %} **database**: Optional name to give to the database in OpenMetadata. If left blank, we will use default as the database name {% /codeInfo %} #### Source Configuration - Source Config {% codeInfo srNumber=7 %} The `sourceConfig` is defined [here](https://github.com/open-metadata/OpenMetadata/blob/main/openmetadata-spec/src/main/resources/json/schema/metadataIngestion/databaseServiceMetadataPipeline.json): **markDeletedTables**: To flag tables as soft-deleted if they are not present anymore in the source system. **includeTables**: true or false, to ingest table data. Default is true. **includeViews**: true or false, to ingest views definitions. **databaseFilterPattern**, **schemaFilterPattern**, **tableFilternPattern**: Note that the filter supports regex as include or exclude. You can find examples [here](/connectors/ingestion/workflows/metadata/filter-patterns/database) {% /codeInfo %} #### Sink Configuration {% codeInfo srNumber=8 %} To send the metadata to OpenMetadata, it needs to be specified as `type: metadata-rest`. {% /codeInfo %} #### Workflow Configuration {% codeInfo srNumber=9 %} The main property here is the `openMetadataServerConfig`, where you can define the host and security provider of your OpenMetadata installation. For a simple, local installation using our docker containers, this looks like: {% /codeInfo %} #### Advanced Configuration {% codeInfo srNumber=10 %} **Connection Options (Optional)**: Enter the details for any additional connection options that can be sent to Athena during the connection. These details must be added as Key-Value pairs. {% /codeInfo %} {% codeInfo srNumber=11 %} **Connection Arguments (Optional)**: Enter the details for any additional connection arguments such as security or protocol configs that can be sent to Athena during the connection. These details must be added as Key-Value pairs. - 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 source: type: domodatabase serviceName: local_DomoDatabase serviceConnection: config: type: DomoDashboard ``` ```yaml {% srNumber=1 %} clientId: client-id ``` ```yaml {% srNumber=2 %} secretToken: secret-token ``` ```yaml {% srNumber=3 %} accessToken: access-token ``` ```yaml {% srNumber=4 %} apiHost: api.domo.com ``` ```yaml {% srNumber=5 %} sandboxDomain: https://.domo.com ``` ```yaml {% srNumber=6 %} # database: database ``` ```yaml {% srNumber=7 %} # connectionOptions: # key: value ``` ```yaml {% srNumber=8 %} # connectionArguments: # key: value ``` ```yaml {% srNumber=9 %} sourceConfig: config: type: DatabaseMetadata markDeletedTables: true includeTables: true includeViews: true # includeTags: true # databaseFilterPattern: # includes: # - database1 # - database2 # excludes: # - database3 # - database4 # schemaFilterPattern: # includes: # - schema1 # - schema2 # excludes: # - schema3 # - schema4 # tableFilterPattern: # includes: # - users # - type_test # excludes: # - table3 # - table4 ``` ```yaml {% srNumber=10 %} sink: type: metadata-rest config: {} ``` ```yaml {% srNumber=11 %} workflowConfig: openMetadataServerConfig: hostPort: "http://localhost:8585/api" authProvider: openmetadata securityConfig: jwtToken: "{bot_jwt_token}" ``` {% /codeBlock %} {% /codePreview %} ### Workflow Configs for Security Provider We support different security providers. You can find their definitions [here](https://github.com/open-metadata/OpenMetadata/tree/main/openmetadata-spec/src/main/resources/json/schema/security/client). ## Openmetadata JWT Auth - JWT tokens will allow your clients to authenticate against the OpenMetadata server. To enable JWT Tokens, you will get more details [here](/deployment/security/enable-jwt-tokens). ```yaml workflowConfig: openMetadataServerConfig: hostPort: "http://localhost:8585/api" authProvider: openmetadata securityConfig: jwtToken: "{bot_jwt_token}" ``` - You can refer to the JWT Troubleshooting section [link](/deployment/security/jwt-troubleshooting) for any issues in your JWT configuration. If you need information on configuring the ingestion with other security providers in your bots, you can follow this doc [link](/deployment/security/workflow-config-auth). ### 2. Run with the CLI First, we will need to save the YAML file. Afterward, and with all requirements installed, we can run: ```bash metadata ingest -c ``` Note that from connector to connector, this recipe will always be the same. By updating the YAML configuration, you will be able to extract metadata from different sources. ## 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 %} ## Related {% tilesContainer %} {% tile title="Ingest with Airflow" description="Configure the ingestion using Airflow SDK" link="/connectors/database/domo-database/airflow" / %} {% /tilesContainer %}