spark-perf | Performance tests for Apache Spark
kandi X-RAY | spark-perf Summary
kandi X-RAY | spark-perf Summary
This is a performance testing framework for Apache Spark 1.0+.
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QUESTION
I am new to spark dataframes and a little bit confused on its working. I had 2 similar piece of codes which is taking different amount of time to complete. Any explanation for these would be really helpful:
...ANSWER
Answered 2021-Aug-23 at 08:15When you create a dataframe, you can apply two kind of methods : Transformations and Actions.
Transformations are lazy, it means they are not executed right away. Transformations are for example : withColumn
, where
, select
... A transformation always return a dataframe. When executed, Spark just checks if they are valid: for exemple, withColumn
is a transformation, and when you apply it to your dataframe, the validity of your request is checked directly but not executed :
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