How to add impact analysis in GitHub

If you have ever changed a dbt model only to find out later that it broke a downstream table or dashboard, Atlan provides a GitHub Action to help you out.

This action places Atlan's impact analysis right into your pull request. So, you can view the potential downstream impact of your changes before merging the pull request.

Prerequisites

1. Before running the action, you will need to create an Atlan API token.
2. You will also need to assign a persona to the API token and add a metadata policy that provides the requisite permissions on assets for the Atlan dbt action to work. For example, you can add the following permissions:
   • dbt — Read and Update
   • Materialized layer, such as Snowflake — Read and Update
   • Any downstream connections, such as Microsoft Power BI — Read only
3. When a pull request with changes to one or more dbt models is merged, the Atlan dbt action will link the pull request as a resource to the assets in Atlan. To ensure that the pull request is linked as a resource, you will need to assign the right persona with requisite permissions to the API token.

Configure the action

To set up the Atlan dbt action in GitHub:

1. Create repository secrets in your repository:
   • ATLAN_INSTANCE_URL with the URL of your Atlan instance.
   • ATLAN_API_TOKEN with the value of the API token.
2. Add the GitHub Action to your workflow:
   1. Create a workflow file in your repository — .github/workflows/atlan-dbt.yml.
   2. Add the following code to your workflow file:

      name: Atlan dbt action
      
      on:
        pull_request:
          types: [opened, edited, synchronize, reopened, closed]
      
      jobs:
        get-downstream-impact:
          name: Get Downstream Assets
          runs-on: ubuntu-latest
          steps:
            - name: Run Action
              uses: atlanhq/dbt-action@v1
              with:
                GITHUB_TOKEN: ${{secrets.GITHUB_TOKEN}}
                ATLAN_INSTANCE_URL: ${{secrets.ATLAN_INSTANCE_URL}}
                ATLAN_API_TOKEN: ${{secrets.ATLAN_API_TOKEN}}
      

Test the action

After you've completed the configuration above, create a pull request with a changed dbt model file to test the action. You should see the Atlan GitHub action running and then adding comments in your pull request:

• The GitHub workflow will add and update a single comment for every file change.
• The impacted assets in the comment will be displayed in a collapsible section and grouped by source and asset type.
• The comment will include some metadata for your impacted assets — such as descriptions, owners, and linked glossary terms.
• View the impacted assets in Atlan or open the source URL — for example, view an impacted Looker dashboard directly in Looker.
• Once you have merged the pull request, it will be added as a resource to the dbt model and its materialized assets. You can view the linked pull request from the Resources tab of the asset sidebar. For example:

Inputs

Troubleshooting the action

Why does the action fetch a model from an incorrect environment?

If there are multiple dbt models with the same name but across different environments in your Atlan instance, the action may fetch an incorrect model. In order to ensure that the action fetches a model from the right environment, you can map the GitHub branch with a specific dbt environment. This will allow the Atlan GitHub action to parse lineage for that specific environment.

For example, you can provide the mapping in this format — branch name : dbt environment name

jobs:
  get-downstream-impact:
    name: Get Downstream Assets
    runs-on: ubuntu-latest
    steps:
      - name: Run Action
        uses: atlanhq/dbt-action@v1
        with:
          GITHUB_TOKEN: ${{secrets.GITHUB_TOKEN}}
          ATLAN_INSTANCE_URL: ${{secrets.ATLAN_INSTANCE_URL}}
          ATLAN_API_TOKEN: ${{secrets.ATLAN_API_TOKEN}}
+         DBT_ENVIRONMENT_BRANCH_MAP: |
+           main: dbt-prod
+           beta: dbt-test

Why does the action fetch a model by its alias and not model name?

By default, the action checks if there is an alias defined for a dbt model in the code and looks for the relevant asset in Atlan using that alias. To turn off matching aliases for your dbt models, you can set the IGNORE_MODEL_ALIAS_MATCHING input to true.

For example:

jobs:
  get-downstream-impact:
    name: Get Downstream Assets
    runs-on: ubuntu-latest
    steps:
      - name: Run Action
        uses: atlanhq/dbt-action@v1
        with:
          GITHUB_TOKEN: ${{secrets.GITHUB_TOKEN}}
          ATLAN_INSTANCE_URL: ${{secrets.ATLAN_INSTANCE_URL}}
          ATLAN_API_TOKEN: ${{secrets.ATLAN_API_TOKEN}}
+         IGNORE_MODEL_ALIAS_MATCHING: true