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lines changed Original file line number Diff line number Diff line change 2626from  guidellm .benchmark .benchmarker  import  Benchmarker 
2727from  guidellm .benchmark .objects  import  GenerativeBenchmark , GenerativeBenchmarksReport 
2828from  guidellm .benchmark .output  import  (
29-     GenerativeBenchmarkerConsole ,
3029    GenerativeBenchmarkerOutput ,
3130)
3231from  guidellm .benchmark .profile  import  Profile , ProfileType 
5251
5352_CURRENT_WORKING_DIR  =  Path .cwd ()
5453
54+ 
55+ # Data types 
56+ 
5557DataType  =  (
5658    Iterable [str ]
5759    |  Iterable [dict [str , Any ]]
7173)
7274
7375
76+ # Helper functions 
77+ 
7478async  def  initialize_backend (
7579    backend : BackendType  |  Backend ,
7680    target : str ,
@@ -137,6 +141,8 @@ async def finalize_outputs(
137141    return  output_format_results 
138142
139143
144+ # Complete entrypoints 
145+ 
140146async  def  benchmark_with_scenario (scenario : Scenario , ** kwargs ):
141147    """ 
142148    Run a benchmark using a scenario and specify any extra arguments 
 
 
   
 
     
   
   
          
    
    
     
    
      
     
     
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