OpenMetadata/docs/connectors/dbt.md

description
This guide will help install DBT connector and run manually

DBT

{% hint style="info" %} Prerequisites

OpenMetadata is built using Java, DropWizard, Jetty, and MySQL.

1. Python 3.7 or above {% endhint %}

Install from PyPI

{% tabs %} {% tab title="Install Using PyPI" %}

pip install 'openmetadata-ingestion[dbt]'

{% endtab %} {% endtabs %}

Run Manually

metadata ingest -c ./examples/workflows/dbt.json

Configuration

{% code title="dbt.json" %}

{
  "source": {
    "type": "dbt",
    "config": {
      "service_name": "bigquery",
      "service_type": "BigQuery",
      "catalog_file": "./examples/sample_data/dbt/catalog.json",
      "manifest_file": "./examples/sample_data/dbt/manifest.json",
      "run_results_file": "./examples/sample_data/dbt/run_results.json",
      "database": "shopify"
    }
  }
 ...

{% endcode %}

1. service_name - Service Name for this MySQL cluster. If you added MySQL cluster through OpenMetadata UI, make sure the service name matches the same.
2. catalog_file - It contains includes, excludes options to choose which pattern of datasets you want to ingest into OpenMetadata
3. manifest_file - Enable data-profiling (Optional). It will provide you the newly ingested data.
4. run_results_file - Specify offset.
5. database - Specify limit.

Publish to OpenMetadata

Below is the configuration to publish DBT data into the OpenMetadata service.

Add optionally pii processor and metadata-rest sink along with metadata-server config

{% code title="dbt.json" %}

{
  "source": {
    "type": "dbt",
    "config": {
      "service_name": "bigquery",
      "service_type": "BigQuery",
      "catalog_file": "./examples/sample_data/dbt/catalog.json",
      "manifest_file": "./examples/sample_data/dbt/manifest.json",
      "run_results_file": "./examples/sample_data/dbt/run_results.json",
      "database": "shopify"
    }
  },
  "sink": {
    "type": "metadata-rest",
    "config": {}
  },
  "metadata_server": {
    "type": "metadata-server",
    "config": {
      "api_endpoint": "http://localhost:8585/api",
      "auth_provider_type": "no-auth"
    }
  }
}

{% endcode %}