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Prototype for node grouping deployment solution using namespaces #4376

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Tracked by #4319
DimedS opened this issue Dec 11, 2024 · 1 comment
Open
Tracked by #4319

Prototype for node grouping deployment solution using namespaces #4376

DimedS opened this issue Dec 11, 2024 · 1 comment
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@DimedS
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DimedS commented Dec 11, 2024

Description

Following the discussion in #4319, we decided to add helper functions to Kedro to simplify the process for plugin developers to implement node grouping based on namespaces.

One of possible solutions was proposed by @marrrcin in this comment.

This prototype will be used together with modification of the kedro-airflow deployment plugin developed in that PR and the final result will be demonstrated in the Tech Design session.

@DimedS
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DimedS commented Jan 8, 2025

During a meeting with @ankatiyar and @iamelijahko, we decided to implement an API function in Kedro that will be used by deployment plugins.

First Stage

The function will provide the following:

  • A list of objects to be deployed (e.g., nodes or namespaces).
  • The dependencies for each object (i.e., objects that need to be executed first).

This information is currently used by all plugins to convert a Kedro pipeline into the syntax of the target platform pipeline.

Second Stage

In the second stage, we plan to extend the functionality by including additional information, such as parameters. Some plugins require parameters to support platform-specific features.

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