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Preview for Comet Falls Back to Spark on Every Delta Table. I Wrote the PR That Fixes It
Aug 17, 2026

Comet Falls Back to Spark on Every Delta Table. I Wrote the PR That Fixes It

DataFusion Comet declines every Delta table over a one-line format check, giving up native execution and all parquet pruning. PR #5365 adds a native Delta read path that inherits row-group and page-index pruning for free, and applies deletion vectors inside the scan itself. Measured at 1 TB: the Delta arm is indistinguishable from raw parquet.

apache spark datafusion comet delta lake parquet rust data engineering performance open source
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Preview for PySpark Pipeline Framework: Configuration-Driven Pipelines for the Python Ecosystem
Feb 7, 2026

PySpark Pipeline Framework: Configuration-Driven Pipelines for the Python Ecosystem

How pyspark-pipeline-framework brings configuration-driven architecture, lifecycle hooks, and resilience patterns to PySpark

python pyspark data engineering open source configuration streaming
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Preview for Contributing to Gastown: Multi-Agent Orchestration for Claude Code
Jan 25, 2026

Contributing to Gastown: Multi-Agent Orchestration for Claude Code

5 merged PRs and 8 open contributions to Gastown, covering daemon resilience, fresh installation fixes, and autonomous patrol improvements

claude code multi-agent open source gastown llm ai agents
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Preview for Building Production-Ready Spark Pipelines with Configuration-Driven Architecture
Dec 23, 2025

Building Production-Ready Spark Pipelines with Configuration-Driven Architecture

How spark-pipeline-framework reached 1.0 with Spark Connect support, streaming, and enterprise features

spark scala data engineering open source observability spark connect streaming
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