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Databricks Certified Associate Developer for Apache Spark · Databricks
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Written by other learners. Comments can disagree with the marked answer — check the official documentation when in doubt.
- spark.sql(query_string) returns a DataFrame from an SQL string against registered tables/views. The other options are not PySpark methods. SQL and DataFrame API are interchangeable under the hood (both go through Catalyst).