Broadcast joining a small dimension table of features to a large fact table is good when:

Short Explanation and Infographic

Broadcast small feature dims to big facts — skip the heavy shuffle when it fits.

Full explanation below image

Full Explanation

Broadcast joins are a classic Spark performance pattern.

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