A Github action for exporting dbt docs to a Notion database, where they can be conveniently consumed (especially by casual users in your org).
A Notion database, within a parent page of your choosing, with records like this for each model that contain the same information as dbt docs:
In advance of using this action, you should:
- Create a new integration within your Notion workspace
- Create a parent Notion page for the docs database and share it with the integration from above
- Have your Notion integration token and a working dbt
profiles.yml
accessible to your repo (I'd recommend using Github's repository secrets; see example workflow below).
Ideally you should also write descriptions for models and columns as is a best practice.
❗️ Note: this program assumes schema-defined model and column names to be entirely lowercase.
dbt-package
: dbt-bigquery, dbt-postgres, dbt-bigquery==1.0.0, etc. (required)dbt-profile-path
: where profile.yml lives (default:./
)dbt-target
: profile target to use for dbt docs generation (required)model-records-to-write
: "all" or "model_name_1 model_name_2 ..." (default: "all")notion-database-name
: what to name the Notion database of dbt models (required)notion-parent-id
: Notion page where database of dbt models will be added (required)notion-token
: Notion token API for integration to use (pass using secrets) (required)
Unfortunately, Notion's API doesn't allow for setting the order of properties or records in a database. Thus, after creating your database, you'll probably want to do some re-arranging (I'd recommend adding a table view to your database's parent page).
name: dbt Docs to Notion
on:
push:
branches:
- master
jobs:
dbt-docs-to-notion:
runs-on: ubuntu-latest
steps:
- name: Checkout
uses: actions/checkout@v3
- name: Create temp dbt profiles
run: "printf %s \"$DBT_PROFILES\" > ./profiles.yml"
env:
DBT_PROFILES: ${{ secrets.DBT_PROFILES }}
- name: dbt-docs-to-notion
uses: rfdearborn/[email protected]
with:
dbt-package: 'dbt-bigquery==1.0.0'
dbt-profile-path: './'
dbt-target: 'github_actions'
model-records-to-write: "all"
notion-database-name: 'dbt Models'
notion-parent-id: '604ece5b9dca4cdda449abeabef759e8'
notion-token: '${{ secrets.DBT_DOCS_TO_NOTION_TOKEN }}'
- Visualize models graph