spark/fundamentals
beginner
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Why Spark is lazy

Spark waits so Catalyst can push filters into scans and skip unused columns. Eager execution would waste I/O.

Explain it at my level

  1. Read
  2. Transform
  3. Action
read parquet
filter region
groupBy region
count() ⚡