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Title: fix(spark): Replace mapInArrow with foreachPartition for materialization by abhijeet-dhumal · Pull Request #6370 · feast-dev/feast · GitHub

Open Graph Title: fix(spark): Replace mapInArrow with foreachPartition for materialization by abhijeet-dhumal · Pull Request #6370 · feast-dev/feast

X Title: fix(spark): Replace mapInArrow with foreachPartition for materialization by abhijeet-dhumal · Pull Request #6370 · feast-dev/feast

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Open Graph Description: What this PR does / why we need it Fixes materialization failures when using BatchFeatureView + SparkComputeEngine with vector stores and Spark 3.5+. 1. Replace mapInArrow with foreachPartition (ma...

X Description: What this PR does / why we need it Fixes materialization failures when using BatchFeatureView + SparkComputeEngine with vector stores and Spark 3.5+. 1. Replace mapInArrow with foreachPartition (ma...

Opengraph URL: https://github.com/feast-dev/feast/pull/6370

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fix(spark): Replace mapInArrow with foreachPartition for materializationhttps://github.com/feast-dev/feast/pull/6370/commits#top
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fix(spark): replace mapInArrow with foreachPartition and fix session config forwarding for vector store materializationhttps://github.com/feast-dev/feast/pull/6370/commits/2cee78eecb72be73854fc1bf8750177cccb1a43c
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fix: resolve linting and ruff check issueshttps://github.com/feast-dev/feast/pull/6370/commits/e69c62316158586c2b9ce1b5a317c68d17eae168
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feat: read from offline path in get_historical_features for BFVshttps://github.com/feast-dev/feast/pull/6370/commits/893db923dc8587ac8e4ae04a42d8b72c8953dc13
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feat: allow query + path in SparkSource for offline materializationhttps://github.com/feast-dev/feast/pull/6370/commits/165fbe21b93b7293cc1a7a0fa69021802aaff2a9
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https://github.com/feast-dev/feast/tree/165fbe21b93b7293cc1a7a0fa69021802aaff2a9
fix: add missing BatchFeatureView import in spark offline storehttps://github.com/feast-dev/feast/pull/6370/commits/6ebcde17d6e21799236140047d12f4b56a962fde
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https://github.com/feast-dev/feast/tree/6ebcde17d6e21799236140047d12f4b56a962fde
fix: graceful fallback when offline path is not readablehttps://github.com/feast-dev/feast/pull/6370/commits/c80d43661bfd8afe90459914a5a2566728760e6e
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fix: chunk foreachPartition writes to bound Python memory — prevents MemoryError/OOMKill on large feature viewshttps://github.com/feast-dev/feast/pull/6370/commits/3d1c3640859061eaa62d297320973c0c38ddf0b2
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https://github.com/feast-dev/feast/tree/3d1c3640859061eaa62d297320973c0c38ddf0b2
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