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                # Copyright 2014 Diamond Light Source Ltd.  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                #  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                # Licensed under the Apache License, Version 2.0 (the "License");  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                # you may not use this file except in compliance with the License.  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                # You may obtain a copy of the License at  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                #  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                #     http://www.apache.org/licenses/LICENSE-2.0  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                #  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                # Unless required by applicable law or agreed to in writing, software  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                # distributed under the License is distributed on an "AS IS" BASIS,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                # See the License for the specific language governing permissions and  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                # limitations under the License.  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                """  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                .. module:: testing_iterative_plugin2  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                   :platform: Unix  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                   :synopsis: Iterative plugin example  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                .. moduleauthor:: Nicola Wadeson <[email protected]>  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                """  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                import numpy as np  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                from savu.plugins.utils import register_plugin  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                from savu.plugins.filters.base_filter import BaseFilter  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                from savu.plugins.driver.iterative_plugin import IterativePlugin  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                @register_plugin  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                class TestingIterativePlugin2(BaseFilter, IterativePlugin):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    """  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    A plugin to test the iterative plugin driver  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    """  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    def __init__(self):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        super(TestingIterativePlugin2, self).\  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                            __init__("TestingIterativePlugin2") | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    def pre_process(self):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        self.set_iterations(3)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    def process_frames(self, data):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        if self.get_iteration() == 0:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                            return data[0]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        return data[0]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    def post_process(self):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        # option here to break out of the iterations  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        # self.set_processing_complete()  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        pass  | 
            
            
                                                                                                            
                                                                
            
                                    
            
            
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                    def setup(self):  | 
            
            
                                                                        
                            
            
                                    
            
            
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                        self.exp.log(self.name + " Start")  | 
            
            
                                                                        
                            
            
                                    
            
            
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                        # set up the output dataset that is created by the plugin  | 
            
            
                                                                        
                            
            
                                    
            
            
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                        in_dataset, out_dataset = self.get_datasets()  | 
            
            
                                                                        
                            
            
                                    
            
            
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                        in_pData, out_pData = self.get_plugin_datasets()  | 
            
            
                                                                        
                            
            
                                    
            
            
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                        in_pData[0].plugin_data_setup('SINOGRAM', 'single') | 
            
            
                                                                        
                            
            
                                    
            
            
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                        out_dataset[0].create_dataset(in_dataset[0])  | 
            
            
                                                                        
                            
            
                                    
            
            
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                        self.clone_dataset(out_dataset[1], out_dataset[0])  | 
            
            
                                                                        
                            
            
                                    
            
            
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                        out_pData[0].plugin_data_setup('SINOGRAM', 'single') | 
            
            
                                                                        
                            
            
                                    
            
            
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                        out_pData[1].plugin_data_setup('SINOGRAM', 'single') | 
            
            
                                                                        
                            
            
                                    
            
            
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                        # try replacing input dataset with the output dataset  | 
            
            
                                                                        
                            
            
                                    
            
            
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                        self.set_iteration_datasets(0, [in_dataset[0]], [out_dataset[0]])  | 
            
            
                                                                        
                            
            
                                    
            
            
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                        self.set_iteration_datasets(1, [out_dataset[0]], [out_dataset[1]])  | 
            
            
                                                                        
                            
            
                                    
            
            
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                        self.exp.log(self.name + " End")  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    def nOutput_datasets(self):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        return 2  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    def nClone_datasets(self):  | 
            
            
                                                                                                            
                                                                
            
                                    
            
            
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                        return 1  | 
            
            
                                                        
            
                                    
            
            
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