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Push — master ( 40c094...b6a1c4 )
by Wojtek
02:30
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PsoAlgorithm.run()   A

↳ Parent: PsoAlgorithm

Complexity

Conditions 2

Size

Total Lines 12

Duplication

Lines 0
Ratio 0 %

Code Coverage

Tests 8
CRAP Score 2

Importance

Changes 1
Bugs 0 Features 0
Metric Value
cc 2
c 1
b 0
f 0
dl 0
loc 12
rs 9.4285
ccs 8
cts 8
cp 1
crap 2
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"""Contain PsoAlgorithm."""
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from grortir.main.model.core.optimization_status import OptimizationStatus
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from grortir.main.pso.process_validator import ProcessValidator
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from grortir.main.pso.whole_group_pso import WholeGroupPso
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class PsoAlgorithm:

            


            
                                                                                                            
                            
            
                                    
            
            

                
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    """Optimize process with different strategies."""

            


            
                                                                                                            
                            
            
                                    
            
            

                
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    def __init__(self, process, grouping_strategy, optimization_startegy,

            


            
                                                                                                            
                            
            
                                    
            
            

                
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                 number_of_particle=40):

            


            
                                                                                                            
                            
            
                                    
            
            

                
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        self.process = process

            


            
                                                                                                            
                            
            
                                    
            
            

                
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        self.grouping_strategy = grouping_strategy

            


            
                                                                                                            
                            
            
                                    
            
            

                
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        self.optimization_strategy = optimization_startegy

            


            
                                                                                                            
                            
            
                                    
            
            

                
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        self.process_validator = ProcessValidator()

            


            
                                                                                                            
                            
            
                                    
            
            

                
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        self.whole_group_pso = WholeGroupPso(self.process, number_of_particle)

            


            
                                                                                                            
                                                                
            
                                    
            
            

                
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    def run(self):

            


            
                                                        
            
                                    
            
            

                
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        """Run algorithm."""

            


            
                                                        
            
                                    
            
            

                
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        self.process_validator.validate(self.process)

            


            
                                                        
            
                                    
            
            

                
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        self.process.optimizationStatus = OptimizationStatus.in_progress

            


            
                                                        
            
                                    
            
            

                
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        number_of_groups = self.grouping_strategy.get_actual_numbers_of_groups()

            


            
                                                        
            
                                    
            
            

                
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        for current_group_number in range(number_of_groups):

            


            
                                                        
            
                                    
            
            

                
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            current_stages = self.grouping_strategy.get_items_from_group(

            


            
                                                        
            
                                    
            
            

                
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                current_group_number)

            


            
                                                        
            
                                    
            
            

                
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            group_optimization_strategy = self.optimization_strategy. \

            


            
                                                        
            
                                    
            
            

                
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                get_group_optimization_strategy(current_stages)

            


            
                                                        
            
                                    
            
            

                
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            self.whole_group_pso.optimize(current_stages,

            


            
                                                        
            
                                    
            
            

                
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                                          group_optimization_strategy)

            


            
                                                        
            
                                    
            
            

                
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