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Title: docs: Add blog posts for BatchFeatureView and Spark on Kubernetes by abhijeet-dhumal · Pull Request #6444 · feast-dev/feast · GitHub

Open Graph Title: docs: Add blog posts for BatchFeatureView and Spark on Kubernetes by abhijeet-dhumal · Pull Request #6444 · feast-dev/feast

X Title: docs: Add blog posts for BatchFeatureView and Spark on Kubernetes by abhijeet-dhumal · Pull Request #6444 · feast-dev/feast

Description: Summary Adds two blog posts documenting features enabled by #6310, #6311, and #6317. Blog 1: From Local to Production: BatchFeatureView + Spark on Kubernetes Part 1: query+path SparkSource pattern — features compute once at materialize time, training reads pre-computed parquet (no UDF re-execution per experiment). Covers TransformationMode.PYTHON and offline-only BFVs for training labels. Part 2: Ordered checklist of what breaks deploying Feast + Spark to Kubernetes — FIPS/Java setup, S3A JARs, Spark 3.5 Window compatibility, MinIO PyArrow endpoint fix, executor OOMKill prevention. Includes full production feature_store.yaml. Blog 2: GPU-Accelerated Embedding Pipelines with Feast, Spark & Milvus End-to-end guide for RAG on existing Spark GPU infrastructure — pandas_udf embedding BFV, Milvus online store, baked executor image, incremental materialization, and retrieve_online_documents_v2() serving.

Open Graph Description: Summary Adds two blog posts documenting features enabled by #6310, #6311, and #6317. Blog 1: From Local to Production: BatchFeatureView + Spark on Kubernetes Part 1: query+path SparkSource pattern...

X Description: Summary Adds two blog posts documenting features enabled by #6310, #6311, and #6317. Blog 1: From Local to Production: BatchFeatureView + Spark on Kubernetes Part 1: query+path SparkSource pattern...

Opengraph URL: https://github.com/feast-dev/feast/pull/6444

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810e952 docs: Add blog post on scalable Spark embedding pipelines with BatchF… abhijeet-dhumal May 27, 2026 https://github.com/feast-dev/feast/pull/6444/commits/810e952882506fdb9225ce8c4de1a808637b604c
ea07a1e docs: Rewrite blog to cover all 6 Spark BFV fixes using smartshop-ai … abhijeet-dhumal May 27, 2026 https://github.com/feast-dev/feast/pull/6444/commits/ea07a1e9eb4ca740c05b76cb0916526f0908b40e
aeb87c2 docs: consolidate Spark blogs into two focused posts abhijeet-dhumal May 27, 2026 https://github.com/feast-dev/feast/pull/6444/commits/aeb87c25e7e02b00e395de6e1e9d014b3e516afe
c4ea534 docs: Fix versioning ambiguity and model caching in blog posts abhijeet-dhumal May 29, 2026 https://github.com/feast-dev/feast/pull/6444/commits/c4ea5347b670817e099e54adce34a98ba4276135
33a04c7 ci: retrigger CI abhijeet-dhumal Jun 2, 2026 https://github.com/feast-dev/feast/pull/6444/commits/33a04c76225f0a7476a26518521c5978ce010c5a
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