add python models session submission method #1063
Open
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
resolves #
#1062
docs dbt-labs/docs.getdbt.com/#
Problem
When executing a dbt python model, users must choose between an all-purpose cluster or a job cluster to run Python models (see docs). This requirement limits the ability to execute dbt models inline within an existing notebook, forcing model execution to be triggered outside of Databricks.
In contrast, SQL models in dbt can leverage the session connection method, allowing them to be executed as part of an existing session. This separation of model logic from job cluster definitions enables orchestration systems to define clusters based on different considerations.
Request:
We propose introducing a similar session option for Python models. This feature would allow users to submit Python models to be executed within a given session, thereby decoupling model definitions from job cluster specifications.
Solution
The PR offers a new submission method - session.
When selecting this method, the dbt python model compiled code will be executed on the same process dbt is being executed - assuming a spark session is available - this solution is equivalent to the session method
Checklist