feat: Add blog post for PyTorch ecosystem announcement by Copilot · Pull Request #5906 · feast-dev/feast · GitHub

What this PR does / why we need it:

Adds blog post announcing Feast's inclusion in the PyTorch ecosystem, referenced at https://pytorch.org/blog/feast-joins-the-pytorch-ecosystem/.

Key Content:

PyTorch + Feast integration patterns for training and serving
Working code examples with proper imports and type handling
Benefits: production-ready feature engineering, flexible data sources, scalability
Getting started guide and community resources

Code Example:

from feast import FeatureStore
import torch

store = FeatureStore(repo_path=".")

# Get features for training
training_df = store.get_historical_features(
    entity_df=entity_df,
    features=["user_features:age", "user_features:activity_score"]
).to_df()

# Use with PyTorch DataLoader
dataset = FeatureDataset(training_df, feature_cols)
dataloader = DataLoader(dataset, batch_size=32)

Screenshot:

Misc

Blog post follows existing format at infra/website/docs/blog/ with frontmatter metadata and hero image.

Warning

Firewall rules blocked me from connecting to one or more addresses (expand for details)

I tried to connect to the following addresses, but was blocked by firewall rules:

pytorch.org
- Triggering command: /home/REDACTED/work/_temp/ghcca-node/node/bin/node /home/REDACTED/work/_temp/ghcca-node/node/bin/node --enable-source-maps /home/REDACTED/work/_temp/copilot-developer-action-main/dist/index.js (dns block)
telemetry.astro.build
- Triggering command: /usr/local/bin/node node /home/REDACTED/work/feast/feast/infra/website/node_modules/.bin/astro build (dns block)
- Triggering command: /usr/local/bin/node node /home/REDACTED/work/feast/feast/infra/website/node_modules/.bin/astro dev (dns block)

If you need me to access, download, or install something from one of these locations, you can either:

Configure Actions setup steps to set up my environment, which run before the firewall is enabled
Add the appropriate URLs or hosts to the custom allowlist in this repository's Copilot coding agent settings (admins only)

Original prompt

This section details on the original issue you should resolve

<issue_title>Add blog post on PyTorch Ecosystem</issue_title>
<issue_description>Is your feature request related to a problem? Please describe.
Please create a blog post about our announcement with Pytorch here: https://pytorch.org/blog/feast-joins-the-pytorch-ecosystem/

Describe the solution you'd like
This should go on the website
</issue_description>

<agent_instructions>Should go under infra/website</agent_instructions>

Comments on the Issue (you are @copilot in this section)

Fixes Add blog post on PyTorch Ecosystem #5905

💡 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.

Co-authored-by: franciscojavierarceo <4163062+franciscojavierarceo@users.noreply.github.com>

…ne variables Co-authored-by: franciscojavierarceo <4163062+franciscojavierarceo@users.noreply.github.com>

Co-authored-by: franciscojavierarceo <4163062+franciscojavierarceo@users.noreply.github.com>

✅ Devin Review: No Issues Found

Devin Review analyzed this PR and found no potential bugs to report.

View in Devin Review to see 2 additional flags.

* Initial plan * Add blog post about Feast joining PyTorch ecosystem Co-authored-by: franciscojavierarceo <4163062+franciscojavierarceo@users.noreply.github.com> * Fix code examples in PyTorch blog post - add missing imports and define variables Co-authored-by: franciscojavierarceo <4163062+franciscojavierarceo@users.noreply.github.com> * Improve code examples with clarifying comments Co-authored-by: franciscojavierarceo <4163062+franciscojavierarceo@users.noreply.github.com> * Apply suggestion from @franciscojavierarceo --------- Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com> Co-authored-by: franciscojavierarceo <4163062+franciscojavierarceo@users.noreply.github.com> Co-authored-by: Francisco Javier Arceo <arceofrancisco@gmail.com> Signed-off-by: yassinnouh21 <yassinnouh21@gmail.com>

# [0.60.0](v0.59.0...v0.60.0) (2026-02-17) ### Bug Fixes * Added a flag to correctly download the go binaries ([0f77135](0f77135)) * Adds mapping of date Trino's type into string Feast's type ([531e839](531e839)) * **ci:** Use uv run for pytest in master_only benchmark step ([#5957](#5957)) ([5096010](5096010)) * Disable materialized odfvs for historical retrieval ([#5880](#5880)) ([739d28a](739d28a)) * Fix linting and formatting issues ([#5907](#5907)) ([42ca14a](42ca14a)) * Make timestamp field handling compatible with Athena V3 ([#5936](#5936)) ([e2bad34](e2bad34)) * Support pgvector under non-default schema ([#5970](#5970)) ([c636cd4](c636cd4)) * unit tests not running on main branch ([#5909](#5909)) ([62fe664](62fe664)) * Update java dep which blocking release ([#5903](#5903)) ([a5b8186](a5b8186)) * Update the dockerfile with golang 1.24.12. ([#5918](#5918)) ([be1b522](be1b522)) * Use context.Background() in client constructors ([#5897](#5897)) ([984f93a](984f93a)) ### Features * Add blog post for PyTorch ecosystem announcement ([#5906](#5906)) ([d2eb629](d2eb629)) * Add blog post on Feast dbt integration ([#5915](#5915)) ([b3c8138](b3c8138)) * Add DynamoDB in-place list update support for array-based features ([#5916](#5916)) ([aa5973f](aa5973f)) * Add HTTP connection pooling for remote online store client ([#5895](#5895)) ([e022bf8](e022bf8)) * Add integration tests for dbt import ([#5899](#5899)) ([a444692](a444692)) * Add lazy initialization and feature service caching ([#5924](#5924)) ([b37b7d0](b37b7d0)) * Add multiple entity support to dbt integration ([#5901](#5901)) ([05a4fb5](05a4fb5)), closes [#5872](#5872) * Add PostgreSQL online store support for Go feature server ([#5963](#5963)) ([b8c6f3d](b8c6f3d)) * Add publish docker image of Go feature server. ([#5923](#5923)) ([759d8c6](759d8c6)) * Add Set as feature type ([#5888](#5888)) ([52458fc](52458fc)) * Added online server worker config support in operator ([#5926](#5926)) ([193c72a](193c72a)) * Added support for OpenLineage integration ([#5884](#5884)) ([df70d8d](df70d8d)) * Adjust ray offline store to support abfs(s) ADLS Azure Storage ([#5911](#5911)) ([d6c0b2d](d6c0b2d)) * Batch_engine config injection in feature_store.yaml through operator ([#5938](#5938)) ([455d56c](455d56c)) * Consolidate Python packaging - remove setup.py/setup.cfg, standardize on pyproject.toml and uv ([16696b8](16696b8)) * **go:** Add MySQL registry store support for Go feature server ([#5933](#5933)) ([19f9bb8](19f9bb8)) * Improve local dev experience with file-aware hooks and auto parallelization ([#5956](#5956)) ([839b79e](839b79e)) * Modernize precommit hooks and optimize test performance ([#5929](#5929)) ([ea7d4fa](ea7d4fa)) * Optimize container infrastructure for production ([#5881](#5881)) ([5ebdac8](5ebdac8)) * Optimize DynamoDB online store for improved latency ([#5889](#5889)) ([fcc8274](fcc8274))

# [0.60.0](feast-dev/feast@v0.59.0...v0.60.0) (2026-02-17) ### Bug Fixes * Added a flag to correctly download the go binaries ([0f77135](feast-dev@0f77135)) * Adds mapping of date Trino's type into string Feast's type ([531e839](feast-dev@531e839)) * **ci:** Use uv run for pytest in master_only benchmark step ([feast-dev#5957](feast-dev#5957)) ([5096010](feast-dev@5096010)) * Disable materialized odfvs for historical retrieval ([feast-dev#5880](feast-dev#5880)) ([739d28a](feast-dev@739d28a)) * Fix linting and formatting issues ([feast-dev#5907](feast-dev#5907)) ([42ca14a](feast-dev@42ca14a)) * Make timestamp field handling compatible with Athena V3 ([feast-dev#5936](feast-dev#5936)) ([e2bad34](feast-dev@e2bad34)) * Support pgvector under non-default schema ([feast-dev#5970](feast-dev#5970)) ([c636cd4](feast-dev@c636cd4)) * unit tests not running on main branch ([feast-dev#5909](feast-dev#5909)) ([62fe664](feast-dev@62fe664)) * Update java dep which blocking release ([feast-dev#5903](feast-dev#5903)) ([a5b8186](feast-dev@a5b8186)) * Update the dockerfile with golang 1.24.12. ([feast-dev#5918](feast-dev#5918)) ([be1b522](feast-dev@be1b522)) * Use context.Background() in client constructors ([feast-dev#5897](feast-dev#5897)) ([984f93a](feast-dev@984f93a)) ### Features * Add blog post for PyTorch ecosystem announcement ([feast-dev#5906](feast-dev#5906)) ([d2eb629](feast-dev@d2eb629)) * Add blog post on Feast dbt integration ([feast-dev#5915](feast-dev#5915)) ([b3c8138](feast-dev@b3c8138)) * Add DynamoDB in-place list update support for array-based features ([feast-dev#5916](feast-dev#5916)) ([aa5973f](feast-dev@aa5973f)) * Add HTTP connection pooling for remote online store client ([feast-dev#5895](feast-dev#5895)) ([e022bf8](feast-dev@e022bf8)) * Add integration tests for dbt import ([feast-dev#5899](feast-dev#5899)) ([a444692](feast-dev@a444692)) * Add lazy initialization and feature service caching ([feast-dev#5924](feast-dev#5924)) ([b37b7d0](feast-dev@b37b7d0)) * Add multiple entity support to dbt integration ([feast-dev#5901](feast-dev#5901)) ([05a4fb5](feast-dev@05a4fb5)), closes [feast-dev#5872](feast-dev#5872) * Add PostgreSQL online store support for Go feature server ([feast-dev#5963](feast-dev#5963)) ([b8c6f3d](feast-dev@b8c6f3d)) * Add publish docker image of Go feature server. ([feast-dev#5923](feast-dev#5923)) ([759d8c6](feast-dev@759d8c6)) * Add Set as feature type ([feast-dev#5888](feast-dev#5888)) ([52458fc](feast-dev@52458fc)) * Added online server worker config support in operator ([feast-dev#5926](feast-dev#5926)) ([193c72a](feast-dev@193c72a)) * Added support for OpenLineage integration ([feast-dev#5884](feast-dev#5884)) ([df70d8d](feast-dev@df70d8d)) * Adjust ray offline store to support abfs(s) ADLS Azure Storage ([feast-dev#5911](feast-dev#5911)) ([d6c0b2d](feast-dev@d6c0b2d)) * Batch_engine config injection in feature_store.yaml through operator ([feast-dev#5938](feast-dev#5938)) ([455d56c](feast-dev@455d56c)) * Consolidate Python packaging - remove setup.py/setup.cfg, standardize on pyproject.toml and uv ([16696b8](feast-dev@16696b8)) * **go:** Add MySQL registry store support for Go feature server ([feast-dev#5933](feast-dev#5933)) ([19f9bb8](feast-dev@19f9bb8)) * Improve local dev experience with file-aware hooks and auto parallelization ([feast-dev#5956](feast-dev#5956)) ([839b79e](feast-dev@839b79e)) * Modernize precommit hooks and optimize test performance ([feast-dev#5929](feast-dev#5929)) ([ea7d4fa](feast-dev@ea7d4fa)) * Optimize container infrastructure for production ([feast-dev#5881](feast-dev#5881)) ([5ebdac8](feast-dev@5ebdac8)) * Optimize DynamoDB online store for improved latency ([feast-dev#5889](feast-dev#5889)) ([fcc8274](feast-dev@fcc8274)) Signed-off-by: soojin <soojin@dable.io>

* Initial plan * Add blog post about Feast joining PyTorch ecosystem Co-authored-by: franciscojavierarceo <4163062+franciscojavierarceo@users.noreply.github.com> * Fix code examples in PyTorch blog post - add missing imports and define variables Co-authored-by: franciscojavierarceo <4163062+franciscojavierarceo@users.noreply.github.com> * Improve code examples with clarifying comments Co-authored-by: franciscojavierarceo <4163062+franciscojavierarceo@users.noreply.github.com> * Apply suggestion from @franciscojavierarceo --------- Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com> Co-authored-by: franciscojavierarceo <4163062+franciscojavierarceo@users.noreply.github.com> Co-authored-by: Francisco Javier Arceo <arceofrancisco@gmail.com>

# [0.60.0](feast-dev/feast@v0.59.0...v0.60.0) (2026-02-17) ### Bug Fixes * Added a flag to correctly download the go binaries ([0f77135](feast-dev@0f77135)) * Adds mapping of date Trino's type into string Feast's type ([531e839](feast-dev@531e839)) * **ci:** Use uv run for pytest in master_only benchmark step ([feast-dev#5957](feast-dev#5957)) ([5096010](feast-dev@5096010)) * Disable materialized odfvs for historical retrieval ([feast-dev#5880](feast-dev#5880)) ([739d28a](feast-dev@739d28a)) * Fix linting and formatting issues ([feast-dev#5907](feast-dev#5907)) ([42ca14a](feast-dev@42ca14a)) * Make timestamp field handling compatible with Athena V3 ([feast-dev#5936](feast-dev#5936)) ([e2bad34](feast-dev@e2bad34)) * Support pgvector under non-default schema ([feast-dev#5970](feast-dev#5970)) ([c636cd4](feast-dev@c636cd4)) * unit tests not running on main branch ([feast-dev#5909](feast-dev#5909)) ([62fe664](feast-dev@62fe664)) * Update java dep which blocking release ([feast-dev#5903](feast-dev#5903)) ([a5b8186](feast-dev@a5b8186)) * Update the dockerfile with golang 1.24.12. ([feast-dev#5918](feast-dev#5918)) ([be1b522](feast-dev@be1b522)) * Use context.Background() in client constructors ([feast-dev#5897](feast-dev#5897)) ([984f93a](feast-dev@984f93a)) ### Features * Add blog post for PyTorch ecosystem announcement ([feast-dev#5906](feast-dev#5906)) ([d2eb629](feast-dev@d2eb629)) * Add blog post on Feast dbt integration ([feast-dev#5915](feast-dev#5915)) ([b3c8138](feast-dev@b3c8138)) * Add DynamoDB in-place list update support for array-based features ([feast-dev#5916](feast-dev#5916)) ([aa5973f](feast-dev@aa5973f)) * Add HTTP connection pooling for remote online store client ([feast-dev#5895](feast-dev#5895)) ([e022bf8](feast-dev@e022bf8)) * Add integration tests for dbt import ([feast-dev#5899](feast-dev#5899)) ([a444692](feast-dev@a444692)) * Add lazy initialization and feature service caching ([feast-dev#5924](feast-dev#5924)) ([b37b7d0](feast-dev@b37b7d0)) * Add multiple entity support to dbt integration ([feast-dev#5901](feast-dev#5901)) ([05a4fb5](feast-dev@05a4fb5)), closes [feast-dev#5872](feast-dev#5872) * Add PostgreSQL online store support for Go feature server ([feast-dev#5963](feast-dev#5963)) ([b8c6f3d](feast-dev@b8c6f3d)) * Add publish docker image of Go feature server. ([feast-dev#5923](feast-dev#5923)) ([759d8c6](feast-dev@759d8c6)) * Add Set as feature type ([feast-dev#5888](feast-dev#5888)) ([52458fc](feast-dev@52458fc)) * Added online server worker config support in operator ([feast-dev#5926](feast-dev#5926)) ([193c72a](feast-dev@193c72a)) * Added support for OpenLineage integration ([feast-dev#5884](feast-dev#5884)) ([df70d8d](feast-dev@df70d8d)) * Adjust ray offline store to support abfs(s) ADLS Azure Storage ([feast-dev#5911](feast-dev#5911)) ([d6c0b2d](feast-dev@d6c0b2d)) * Batch_engine config injection in feature_store.yaml through operator ([feast-dev#5938](feast-dev#5938)) ([455d56c](feast-dev@455d56c)) * Consolidate Python packaging - remove setup.py/setup.cfg, standardize on pyproject.toml and uv ([16696b8](feast-dev@16696b8)) * **go:** Add MySQL registry store support for Go feature server ([feast-dev#5933](feast-dev#5933)) ([19f9bb8](feast-dev@19f9bb8)) * Improve local dev experience with file-aware hooks and auto parallelization ([feast-dev#5956](feast-dev#5956)) ([839b79e](feast-dev@839b79e)) * Modernize precommit hooks and optimize test performance ([feast-dev#5929](feast-dev#5929)) ([ea7d4fa](feast-dev@ea7d4fa)) * Optimize container infrastructure for production ([feast-dev#5881](feast-dev#5881)) ([5ebdac8](feast-dev@5ebdac8)) * Optimize DynamoDB online store for improved latency ([feast-dev#5889](feast-dev#5889)) ([fcc8274](feast-dev@fcc8274)) Signed-off-by: Shizoqua <hr.lanreshittu@gmail.com>

Initial plan

ecda991

Copilot AI assigned Copilot and franciscojavierarceo Jan 26, 2026

Copilot started work on behalf of franciscojavierarceo January 26, 2026 14:04 View session

Copilot AI and others added 3 commits January 26, 2026 14:08

Add blog post about Feast joining PyTorch ecosystem

5f7b291

Co-authored-by: franciscojavierarceo <4163062+franciscojavierarceo@users.noreply.github.com>

Fix code examples in PyTorch blog post - add missing imports and defi…

bf7f923

…ne variables Co-authored-by: franciscojavierarceo <4163062+franciscojavierarceo@users.noreply.github.com>

Improve code examples with clarifying comments

5854b8c

Co-authored-by: franciscojavierarceo <4163062+franciscojavierarceo@users.noreply.github.com>

Copilot AI changed the title [WIP] Add blog post on PyTorch ecosystem feat: Add blog post for PyTorch ecosystem announcement Jan 26, 2026

Copilot AI requested a review from franciscojavierarceo January 26, 2026 14:11

Copilot finished work on behalf of franciscojavierarceo January 26, 2026 14:11

franciscojavierarceo reviewed Jan 27, 2026

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Comment thread infra/website/docs/blog/feast-joins-pytorch-ecosystem.md Outdated

Apply suggestion from @franciscojavierarceo

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franciscojavierarceo approved these changes Jan 27, 2026

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Merge branch 'master' into copilot/add-blog-post-pytorch-ecosystem

c197d19

franciscojavierarceo marked this pull request as ready for review January 27, 2026 18:14

franciscojavierarceo requested a review from a team as a code owner January 27, 2026 18:14

franciscojavierarceo merged commit d2eb629 into master Jan 27, 2026
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devin-ai-integration Bot reviewed Jan 27, 2026

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feat: Add blog post for PyTorch ecosystem announcement by Copilot · Pull Request #5906 · feast-dev/feast · GitHub

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feat: Add blog post for PyTorch ecosystem announcement#5906
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feat: Add blog post for PyTorch ecosystem announcement by Copilot · Pull Request #5906 · feast-dev/feast · GitHub

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feat: Add blog post for PyTorch ecosystem announcement - #5906

feat: Add blog post for PyTorch ecosystem announcement#5906franciscojavierarceo merged 6 commits intomasterfeast-dev/feast:masterfrom copilot/add-blog-post-pytorch-ecosystemfeast-dev/feast:copilot/add-blog-post-pytorch-ecosystemCopy head branch name to clipboard

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What this PR does / why we need it:

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feat: Add blog post for PyTorch ecosystem announcement#5906
franciscojavierarceo merged 6 commits into
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