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[KED-1148] Kedro-Server

See original GitHub issue

Description

Kedro-Server is a RESTful API for Kedro pipelines allowing you to:

Trigger a pipeline run using a platform or code agnostic post request
Get requests on execution status or progress
Get requests on pipelines available to run
Trigger tests or linting from other applications or browsers

Context

Our users have struggled with two things:

Determining the status of Kedro runs beyond looking at logs,
And, triggering pipeline runs from a front-end when a different language is required.

These changes will have implications for kedro-viz, our data pipeline visualisation plugin.

Issue Analytics

State:
Created 4 years ago
Reactions:17
Comments:5 (3 by maintainers)

Top GitHub Comments

3reactions

yetudadacommented, May 11, 2020

The alpha release of Kedro-Server goes live this week @BartekSzpak! We’ll get focussed user testing to get this one out sooner and will update you here when we’re ready for the beta open-source release.

0reactions

yetudadacommented, Mar 8, 2021

We’re going to be rebuilding Kedro-Server as part of our roadmap. I’ll close this ticket in the meanwhile and update the changes. In the meanwhile we recommend that once you have the model, you are free to choose any model serving mechanism to expose it via an API. Popular options include MLflow Serving and rolling your thin API wrapper with fastapi.