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The goal of this ticket is to investigate the minimum requirements for Kedro-Viz to run and display the DAG. Kedro-Viz needs to load the pipeline/nodes object, and the dependencies installed, before the code is executed and the DAG is generated.
Context
Investigating and minimising the requirements to run Kedro-Viz is important because it reduces the number of steps for a user to install and use Kedro-Viz. Several steps and error messages to load Kedro-Viz (especially the first time) could lead to attrition and hence low adoption.
When this is improved users can use Kedro-Viz from the early stages of their pipeline development to see what their kedro project structure looks like, and iterate further.
The acceptance criteria for this is simple - As a user I shouldn't need a full Spark installation to view Kedro-Viz for a project which uses Spark to process data.
A user also mentioned a similar issue in #1159 when using the kedro-mlflow plugin. Copying over the comments:
So according to this #1125 kedro-viz requires
all plugins to be working (incl. mlflow connection to remote tracking server if leveraged)
all python packages to be installed
For me it just doesn't make sense. Why would I need to have the python env ready to visualize project flow? The original issue seems dead, but kedro-viz is still in some way a core kedro feature, so..
In most case - plugins aren't relevant, but as @deepyaman mentioned, the hook can actually change the DAG, so viz need to execute that. Otherwise, we can skip all the hooks and it would avoid the mlflow connection problem.
Well, it still looks like a fixable problem on the kedro-viz side. One solution would be to add a parameter to kedro viz that would skip all import errors and after_catalog_created hooks and render the "raw" DAG.
The text was updated successfully, but these errors were encountered:
Description
The goal of this ticket is to investigate the minimum requirements for Kedro-Viz to run and display the DAG. Kedro-Viz needs to load the pipeline/nodes object, and the dependencies installed, before the code is executed and the DAG is generated.
Context
Investigating and minimising the requirements to run Kedro-Viz is important because it reduces the number of steps for a user to install and use Kedro-Viz. Several steps and error messages to load Kedro-Viz (especially the first time) could lead to attrition and hence low adoption.
When this is improved users can use Kedro-Viz from the early stages of their pipeline development to see what their kedro project structure looks like, and iterate further.
Evidence Markers
Copying over the comments from #1742:
A user also mentioned a similar issue in #1159 when using the
kedro-mlflow
plugin. Copying over the comments:The text was updated successfully, but these errors were encountered: