Address CR feedback

astronomer · Sep 14, 2023 · bed4612 · bed4612
1 parent 737de90
commit bed4612
Showing 1 changed file with 6 additions and 3 deletions.
diff --git a/docs/getting_started/dbt-airflow-concepts.rst b/docs/getting_started/dbt-airflow-concepts.rst
@@ -17,14 +17,17 @@ who may be new to Airflow or dbt and are considering to use Cosmos.
 | DAG            | Workflow     | Pipeline (Direct Acyclic Graph) that contains a group of steps                  | Airflow expects upstream tasks to have passed to run downstream tasks.      | https://airflow.apache.org/docs/apache-airflow/2.7.1/core-concepts/dags.html         |
 |                |              |                                                                                 | dbt can run a subset of tasks assuming upstream tasks were run.             | https://docs.getdbt.com/docs/introduction                                            |
 +----------------+--------------+---------------------------------------------------------------------------------+-----------------------------------------------------------------------------+--------------------------------------------------------------------------------------+
-| Task           | Node         | Step within a pipeline (DAG or workflow)                                        | In dbt, users write mostly SQL and YML to define the steps of a pipeline.   | https://docs.getdbt.com/reference/node-selection/syntax                              |
-|                |              |                                                                                 | Airflow expects steps to be written in Python.                              | https://airflow.apache.org/docs/apache-airflow/2.7.1/core-concepts/tasks.html        |
+| Task           | Node         | Step within a pipeline (DAG or workflow)                                        | In dbt, these are usually transformations that run on a remote database.    | https://docs.getdbt.com/reference/node-selection/syntax                              |
+|                |              |                                                                                 | In Airflow, steps can be anything, running locally in Airflow or remotely.  | https://airflow.apache.org/docs/apache-airflow/2.7.1/core-concepts/tasks.html        |
++----------------+--------------+---------------------------------------------------------------------------------+-----------------------------------------------------------------------------+--------------------------------------------------------------------------------------+
+| Language       | Language     | Programming or declarative language used to define pipelines and steps.         | In dbt, users write SQL, YML and Python to define the steps of a pipeline.  | https://docs.getdbt.com/docs/introduction#dbt-optimizes-your-workflow                |
+|                |              |                                                                                 | Airflow expects steps and pipelines are written in Python.                  | https://airflow.apache.org/docs/apache-airflow/stable/public-airflow-interface.html  |
 +----------------+--------------+---------------------------------------------------------------------------------+-----------------------------------------------------------------------------+--------------------------------------------------------------------------------------+
 | Variables      | Variables    | Key-value configuration that can be used in steps and avoids hard-coded values  |                                                                             | https://docs.getdbt.com/docs/build/project-variables                                 |
 |                |              |                                                                                 |                                                                             | https://airflow.apache.org/docs/apache-airflow/2.7.1/core-concepts/variables.html    |
 +----------------+--------------+---------------------------------------------------------------------------------+-----------------------------------------------------------------------------+--------------------------------------------------------------------------------------+
 | Templating     | Macros       | Jinja templating used to access variables, configuration and reference steps    | dbt encourages using jinja templating for control structures (if and for).  | https://docs.getdbt.com/docs/build/jinja-macros                                      |
-|                |              |                                                                                 | Airflow usage is limited to variables, macros and filters                   | https://airflow.apache.org/docs/apache-airflow/stable/templates-ref.html             |
+|                |              |                                                                                 | Native in Airflow/Python, used to define variables, macros and filters.     | https://airflow.apache.org/docs/apache-airflow/stable/templates-ref.html             |
 +----------------+--------------+---------------------------------------------------------------------------------+-----------------------------------------------------------------------------+--------------------------------------------------------------------------------------+
 | Connection     | Profile      | Configuration to connect to databases or other services                         |                                                                             | https://airflow.apache.org/docs/apache-airflow/stable/howto/connection.html          |
 |                |              |                                                                                 |                                                                             | https://docs.getdbt.com/docs/core/connect-data-platform/connection-profiles          |