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Native ray support for statsforecast #1109

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xzdandy opened this issue Sep 13, 2023 · 0 comments
Open
1 of 2 tasks

Native ray support for statsforecast #1109

xzdandy opened this issue Sep 13, 2023 · 0 comments
Labels
Feature Request ✨ New feature or request Optimizations Features/Bugs related to optimizations
Milestone
Long Term Goal

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@xzdandy
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xzdandy commented Sep 13, 2023

Search before asking

  • I have searched the EvaDB issues and found no similar feature requests.

Description

Statsforecast has ray support. And their documents state

StatsForecast and ray took only 5.48 minutes to train 30,490 time series, compared to 18.23 minutes for Prophet and Spark.`

which demonstrates the benefit of ray.

To improve the performance and user experience of forecasting in EvaDB, we should utilize ray in forecasting when ray is installed and enabled.

Use case

No response

Are you willing to submit a PR?

  • Yes I'd like to help by submitting a PR!
@xzdandy xzdandy added the Feature Request ✨ New feature or request label Sep 13, 2023
@xzdandy xzdandy added this to the Long Term Goal milestone Sep 22, 2023
@xzdandy xzdandy added the Optimizations Features/Bugs related to optimizations label Sep 22, 2023
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Labels
Feature Request ✨ New feature or request Optimizations Features/Bugs related to optimizations
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EVA Public Roadmap ⚡🚀
Status: ToDo
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Long Term Goal
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@xzdandy