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                #!/usr/bin/env python3  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                # -*- coding: utf-8 -*-  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                """  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                Created on Tue Feb  6 12:41:05 2018  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                @author: Paolo Cozzi <[email protected]>  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                Common functions in uid  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                """  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                import re  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                import logging  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                from language.helpers import check_species_synonyms  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                from .models import Animal, Sample, DictSpecie  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                # Get an instance of a logger  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                logger = logging.getLogger(__name__)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                # a pattern to correctly parse aliases  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                ALIAS_PATTERN = re.compile(r"IMAGE([AS])([0-9]+)")  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                def parse_image_alias(alias):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    """Parse alias and return table and pk"""  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    match = re.search(ALIAS_PATTERN, alias)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    if not match:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        raise Exception("Cannot deal with '%s'" % (alias)) | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    letter, padded_pk = match.groups()  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    table, pk = None, None  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    if letter == "A":  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        table = "Animal"  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    elif letter == "S":  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        table = "Sample"  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    pk = int(padded_pk)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    return table, pk  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                def get_model_object(table, pk):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    """Get a model object relying on table name (Sample/Alias) and pk"""  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    # get sample object  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    if table == "Animal":  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        sample_obj = Animal.objects.get(pk=pk)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    elif table == "Sample":  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        sample_obj = Sample.objects.get(pk=pk)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    else:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        raise Exception("Unknown table '%s'" % (table)) | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    return sample_obj  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                class FileDataSourceMixin():  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    """A class to deal with common operation between Template and CRBanim  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    files"""  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    def check_items(self, item_set, model, column):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        """General check of DataSource items into database"""  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        # a list of not found terms and a status to see if something is missing  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        # or not  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        not_found = []  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        result = True  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        for item in item_set:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                            # check for species in database  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                            if not model.objects.filter(label=item).exists():  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                                not_found.append(item)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        if len(not_found) != 0:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                            result = False  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                            logger.warning(  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                                "Those %s are not present in UID database:" % (column))  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                            logger.warning(not_found)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        return result, not_found  | 
            
            
                                                                                                            
                                                                
            
                                    
            
            
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                    def check_species(self, column, item_set, country, create=False):  | 
            
            
                                                                        
                            
            
                                    
            
            
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                        """Check if all species are defined in UID DictSpecies. Create  | 
            
            
                                                                        
                            
            
                                    
            
            
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                        dictionary term if create is True and species is not found"""  | 
            
            
                                                                        
                            
            
                                    
            
            
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                        check, not_found = self.check_items(  | 
            
            
                                                                        
                            
            
                                    
            
            
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                            item_set, DictSpecie, column)  | 
            
            
                                                                        
                            
            
                                    
            
            
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                        if check is False:  | 
            
            
                                                                        
                            
            
                                    
            
            
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                            # try to check in dictionary table  | 
            
            
                                                                        
                            
            
                                    
            
            
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                            logger.info("Searching for %s in dictionary tables" % (not_found)) | 
            
            
                                                                        
                            
            
                                    
            
            
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                            # if this function return True, I found all synonyms  | 
            
            
                                                                        
                            
            
                                    
            
            
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                            if check_species_synonyms(not_found, country, create) is True:  | 
            
            
                                                                        
                            
            
                                    
            
            
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                                logger.info("Found %s in dictionary tables" % not_found) | 
            
            
                                                                        
                            
            
                                    
            
            
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                                # return True and an empty list for check and not found items  | 
            
            
                                                                        
                            
            
                                    
            
            
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                                return True, []  | 
            
            
                                                                        
                            
            
                                    
            
            
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                            else:  | 
            
            
                                                                        
                            
            
                                    
            
            
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                                # if I arrive here, there are species that I couldn't find  | 
            
            
                                                                        
                            
            
                                    
            
            
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                                logger.error(  | 
            
            
                                                                        
                            
            
                                    
            
            
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                                    "Couldnt' find those species in dictionary tables:")  | 
            
            
                                                                        
                            
            
                                    
            
            
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                                logger.error(not_found)  | 
            
            
                                                                        
                            
            
                                    
            
            
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                        return check, not_found  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                def get_or_create_obj(model, **kwargs):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    """Generic method to create or getting a model object"""  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    119
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                    instance, created = model.objects.get_or_create(**kwargs)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    121
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                    if created:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        logger.info("Created '%s'" % instance) | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    124
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                    else:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        logger.debug("Found '%s'" % instance) | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    127
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                    return instance  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    130
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                def update_or_create_obj(model, **kwargs):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    """Generic method to create or getting a model object"""  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    133
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                    if 'submission' in kwargs:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    134
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                        # ok, try to remove submission from kwargs and test if this objects  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    135
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                        # is already in database  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    136
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                        new_kwargs = kwargs.copy()  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    137
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                        submission = new_kwargs.pop('submission') | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                                                     | 
                
                 | 
                        new_kwargs.pop('defaults') | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    139
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    140
                 | 
                                    
                                                     | 
                
                 | 
                        logger.debug("Test if %s is already in database" % (new_kwargs)) | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    141
                 | 
                                    
                                                     | 
                
                 | 
                        instance = model.objects.filter(**new_kwargs).first()  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    142
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    143
                 | 
                                    
                                                     | 
                
                 | 
                        if instance:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    144
                 | 
                                    
                                                     | 
                
                 | 
                            logger.debug("Found %s in database" % (instance)) | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    145
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    146
                 | 
                                    
                                                     | 
                
                 | 
                            # test if instance is in a different submission  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    147
                 | 
                                    
                                                     | 
                
                 | 
                            if submission != instance.submission:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    148
                 | 
                                    
                                                     | 
                
                 | 
                                message = (  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    149
                 | 
                                    
                                                     | 
                
                 | 
                                    "Ignoring: %s - Already in database with submission %s"  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    150
                 | 
                                    
                                                     | 
                
                 | 
                                    % (kwargs, submission)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    151
                 | 
                                    
                                                     | 
                
                 | 
                                )  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    152
                 | 
                                    
                                                     | 
                
                 | 
                                logger.warning(message)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    153
                 | 
                                    
                                                     | 
                
                 | 
                                return instance  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    154
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    155
                 | 
                                    
                                                     | 
                
                 | 
                    # if I arrive here, or I don't have the submission key or  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    156
                 | 
                                    
                                                     | 
                
                 | 
                    # I see this object for the first time or I just see this  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    157
                 | 
                                    
                                                     | 
                
                 | 
                    # object in this submission  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    158
                 | 
                                    
                                                     | 
                
                 | 
                    instance, created = model.objects.update_or_create(**kwargs)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    159
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    160
                 | 
                                    
                                                     | 
                
                 | 
                    if created:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    161
                 | 
                                    
                                                     | 
                
                 | 
                        logger.debug("Created '%s'" % instance) | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    162
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    163
                 | 
                                    
                                                     | 
                
                 | 
                    else:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    164
                 | 
                                    
                                                     | 
                
                 | 
                        logger.debug("Updating '%s'" % instance) | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    165
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                                                                
            
                                    
            
            
                | 
                    166
                 | 
                                    
                                                     | 
                
                 | 
                    return instance  | 
            
            
                                                        
            
                                    
            
            
                | 
                    167
                 | 
                                    
                                                     | 
                
                 | 
                 |