Sorry, something went wrong.
| returns some set of output data. Feature transformations can happen on either raw data or derived data. | ||
|
|
||
| {% hint style="info" %} | ||
| **New in Feast**: Check out the [Unified Transformation Framework blog post](../../blog/transformation-framework.md) to learn about the latest enhancements to feature transformations, including support for multiple compute engines and a consistent API across different transformation modes. |
There was a problem hiding this comment.
@copilot this will live on the feast.dev website, not our docs so you can remove this change.
Sorry, something went wrong.
What this PR does / why we need it:
Adds comprehensive blog post documenting Feast's unified transformation framework, covering the Transformation API, multiple compute engines, and migration patterns.
Changes
Blog Post (infra/website/docs/blog/transformation-framework.md)
Documentation Updates (docs/getting-started/architecture/feature-transformation.md)
Example Usage
Which issue(s) this PR fixes:
Addresses documentation request for transformation framework work from PRs #5181, #5223, #5278, #5185, #5281, #5287, #5354, #5445, #5521, #5523, #5666, #5611, #5612, #5502, #5650, #5629
Misc
Blog post covers architectural improvements that unify feature transformation logic across compute engines while maintaining backward compatibility with existing APIs.
Original promptThis section details on the original issue you should resolve
<issue_title>Add blog post on new transformation framework</issue_title>
<issue_description>Is your feature request related to a problem? Please describe.
I want a blog post on the website that outlines the new transformation framework in feast. Please see these PRs:
Describe the solution you'd like
Please make sure the blog post is under infra/website/docs/blog and it would probably good to update /docs if needed.
Feel free to add a mermaid diagram or so. Please list @HaoXuAI and GitHub Copillot as the authors.
</issue_description>
<agent_instructions>I want a blog post on the website that outlines the new transformation framework in feast. Please see these PRs:
Please make sure the blog post is under infra/website/docs/blog and it would probably good to update /docs if needed. Also, please make sure to look at the existing documentation before updating.
Feel free to add a mermaid diagram or so. Please list @HaoXuAI and GitHub Copillot as the authors.
</agent_instructions>
Comments on the Issue (you are @copilot in this section)
💡 You can make Copilot smarter by setting up custom instructions, customizing its development environment and configuring Model Context Protocol (MCP) servers. Learn more Copilot coding agent tips in the docs.