TASK: Research the Quicksort algorithm and write a robust Python implementation to 'sorting_algo.py'.
----------------------------------------
Loading...
                          
[Agent] Iteration 1/300
[Agent] has_tool_calls=true
[Agent] Executing 1 tool(s)
[1;34m[Agent] Spawning researcher agent for: Research the Quicksort algorithm in detail, including its implementation, variations, and best practices.[0m
  [2m[parallel] launching spawn_agent[0m
  -> Searching web: Quicksort algorithm detailed explanation, implementation, variations, and best practices
  [2m[parallel] launching web_search[0m
  -> Searching web: Quicksort algorithm detailed explanation, implementation, variations, and best practices
  [2m[parallel] launching web_search[0m
[Agent] Iteration 2/300
[Agent] has_tool_calls=true
[Agent] Executing 1 tool(s)
  -> Writing file: sorting_algo.py
  [2m[parallel] launching write_file[0m

[36m [2m CHANGES: sorting_algo.py [0m
LINE  OLD                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                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                                                                                                                                                                                                                                                                                                                                                                           
--------------------------------------------------------------------------------------------------------------------------------------------
   1 [31m-[0m [31m"""Robust Quicksort implementation with variations"""                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               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                                                                                                                                                                                                                                                                                                                                                                                             
   2 [31m-[0m [31mimport random                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       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   4 [31m-[0m [31mdef quicksort(arr, low=0, high=None, pivot_strategy='last'):                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        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   5 [31m-[0m [31m    if high is None:                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                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  18 [31m-[0m [31m        # Partition                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 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  20 [31m-[0m [31m        # Recursively sort partitions                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               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                                                                                                                                                                                                                                                                                                                                                                                         [0m
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         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                                                                                                                                                                                                                                                                                                                                                                                         [0m

[Agent] Iteration 3/300
The Python implementation of the Quicksort algorithm has been written to the file 'sorting_algo.py'. It includes both a recursive version and an in-place version for efficiency, along with the partition helper function. If you need further modifications or explanations, please let me know!
[Agent] has_tool_calls=false
[Agent] Completed in 3 iteration(s)
