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Spark & Data Engineering

Learn DataFrame operations, SQL tuning, Spark optimization, and structured streaming.

4 notes in this path
Note 01 1 of 4
DATA ENGINEERING

Spark Dataframe window function

A Scala reference for working with window functions in Spark SQL.

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Note 02 2 of 4
DATA ENGINEERING

Spark SQL

Configure Spark SQL and tune distributed queries for more efficient execution.

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Note 03 3 of 4
DATA ENGINEERING

Spark Optimization

Data locality is how close data is to the code processing it. There are several levels of locality based on the data’s current location. In order from closest to farthest:

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Note 04 4 of 4
DATA ENGINEERING

Spark Structured Streaming

Recently reading a blog Structured Streaming in PySpark It's implemented in Databricks platform. Then I try to implement in my local Spark. Some tricky issue happened during my work.

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