xudong963 commented on pull request #1183:
URL: https://github.com/apache/arrow-datafusion/pull/1183#issuecomment-954739625


   > An argument against avoiding to optimize it twice in different query 
executions is this example:
   > 
   > ```rust
   > let x = df.collect();
   > // change execution context e.g. change enabled optimizations, 
parallelism, etc.
   > ctx.state...
   > // evaluate dataframe with collect or similar method
   > let y = df.collect();
   > ```
   > 
   > Now - when running the optimizer for the new execution "again" for the 
DataFrame will optimize it based on the provided configurations. But if we 
would avoid it, we don't run the optimizer again, but instead have it optimized 
using the previous configuration,
   
   Thanks! @Dandandan. Happy weekend, happy coding! 🎉


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