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An Idiot's Guide to Spark Connect Clients

An Idiot's Guide to Spark Connect Clients

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18 min read
Explaining the Python-JVM Boundary in Spark, and What Arrow Changed

Explaining the Python-JVM Boundary in Spark, and What Arrow Changed

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14 min read
Most PySpark Tuning Advice Starts in the Wrong Place

Most PySpark Tuning Advice Starts in the Wrong Place

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11 min read
Hosting an Entire Open Lakehouse on Port 8080

Hosting an Entire Open Lakehouse on Port 8080

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33 min read
Stop Blaming Serialization for Slow Python UDFs

Stop Blaming Serialization for Slow Python UDFs

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8 min read
Spark's Modules, Seen Through Spark Connect

Spark's Modules, Seen Through Spark Connect

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17 min read
AUTO_CDC: Turning an event log into current state with Spark Declarative Pipelines

AUTO_CDC: Turning an event log into current state with Spark Declarative Pipelines

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9 min read
Apache Spark won't melt down when your data doesn't fit in RAM anymore

Apache Spark won't melt down when your data doesn't fit in RAM anymore

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5 min read
Como aprendi Apache Spark — Parte 1: Por que o Spark mudou o processamento de Big Data

Como aprendi Apache Spark — Parte 1: Por que o Spark mudou o processamento de Big Data

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7 min read
Como aprendi Apache Spark: revisitando uma jornada pela Engenharia de Dados

Como aprendi Apache Spark: revisitando uma jornada pela Engenharia de Dados

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4 min read
How I Built a Two-Tier Data Platform in 9 Phases (Spark, Kafka, dbt, Kubernetes)

How I Built a Two-Tier Data Platform in 9 Phases (Spark, Kafka, dbt, Kubernetes)

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6 min read
What Actually Happens When You Call spark.read? One Line of Python, a Thousand Tasks

What Actually Happens When You Call spark.read? One Line of Python, a Thousand Tasks

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42 min read
The Distributed Compute Playground: Everything You Can Plug In and Tune in an Apache Spark Job

The Distributed Compute Playground: Everything You Can Plug In and Tune in an Apache Spark Job

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50 min read
Spark Structured Streaming Can’t Save You From Bad Architecture

Spark Structured Streaming Can’t Save You From Bad Architecture

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5 min read
Fabric Runtime 2.0 is becoming the default. Here is what actually breaks.

Fabric Runtime 2.0 is becoming the default. Here is what actually breaks.

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7 min read
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