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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 Wed Mar 27 12:50:16 2019  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                @author: Paolo Cozzi <[email protected]>  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                """  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                import re  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    10
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                import logging  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                import datetime  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                import websockets  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                import time  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                import json  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                from dateutil.relativedelta import relativedelta  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                from django.conf import settings  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                from django.contrib.admin.utils import NestedObjects  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                from django.core.mail import send_mass_mail  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                from django.db import DEFAULT_DB_ALIAS  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                from django.utils.text import capfirst  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    23
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                from django.utils.encoding import force_text  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    24
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                from .constants import YEARS, MONTHS, DAYS, OBO_URL, TIME_UNITS  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                # Get an instance of a logger  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                logger = logging.getLogger(__name__)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                def image_timedelta(t1, t2):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    """A function to deal with image time intervals. Returns a number and  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    time unit"""  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    if t1 is None or t2 is None:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        logger.warning("One date is NULL ({0}, {1}) ignoring".format(t2, t1)) | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        return None, YEARS  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    if type(t1) != datetime.date or type(t2) != datetime.date:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        raise ValueError("Expecting a datetime value") | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    if t2 > t1:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    43
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                        logger.warning("t2>t1 ({0}, {1}) ignoring".format(t2, t1)) | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        return None, YEARS  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    45
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                    # check for meaningful intervald  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    if t1.year == 1900 or t2.year == 1900:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        logger.warning("Ignoring one date ({0}, {1})".format(t2, t1)) | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        return None, YEARS  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    rdelta = relativedelta(t1, t2)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    53
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                    if rdelta.years != 0:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        return rdelta.years, YEARS  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    56
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                    elif rdelta.months != 0:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        return rdelta.months, MONTHS  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    59
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                    else:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    60
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                        return rdelta.days, DAYS  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    62
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                    63
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                PATTERN_INTERVAL = re.compile(r"([\d]+) ([\w]+s?)")  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    65
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                def parse_image_timedelta(interval):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    """A function to parse from a image_timdelta string"""  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    68
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                    69
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                    # cast interval as string  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    interval = str(interval)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    72
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                    match = re.search(PATTERN_INTERVAL, interval)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    # get parsed data  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    try:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        value, units = match.groups()  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    except AttributeError:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        raise ValueError("Expecting a value like '1 year', '10 months', etc") | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    # time units are plural in database  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    if units[-1] != 's':  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    83
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                        units += 's'  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    # get time units from database  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    units = TIME_UNITS.get_value_by_desc(units)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    return int(value), units  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    90
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                    91
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                # https://stackoverflow.com/a/39533619/4385116  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    92
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                # inspired django.contrib.admin.utils.get_deleted_objects, this function  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    93
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                # tries to determine all related objects starting from a provied one  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    94
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                # HINT: similar function at https://gist.github.com/nealtodd/4594575  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    95
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                def get_deleted_objects(objs, db_alias=DEFAULT_DB_ALIAS):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    # NestedObjects is an imporovement of django.db.models.deletion.Collector  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    97
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                    collector = NestedObjects(using=db_alias)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    98
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                    collector.collect(objs)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    100
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                    def format_callback(obj):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    101
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                        opts = obj._meta  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    102
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                        no_edit_link = '%s: %s' % (capfirst(opts.verbose_name),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    103
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                                                   force_text(obj))  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    104
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                        return no_edit_link  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    105
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                    106
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                    to_delete = collector.nested(format_callback)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    107
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                    protected = [format_callback(obj) for obj in collector.protected]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    108
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                    model_count = { | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    109
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                        model._meta.verbose_name_plural:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    110
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                            len(objs) for model, objs in collector.model_objs.items()}  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    111
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                    112
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                    return to_delete, model_count, protected  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    113
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                    114
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                    115
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                async def send_message_to_websocket(message, pk):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    116
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                    """  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    117
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                    Function will create websocket object and send message to django-channels  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    118
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                    119
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                    Args:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    120
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                        message (dict): message to send to websocket  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    121
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                        pk (str): primary key of submission  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    122
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                    """  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    123
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                    # Need to have it here as in case with small test data message sent to  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    124
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                    # websocket will overcome response from server  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    125
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                    time.sleep(3)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    126
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                    async with websockets.connect(  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    127
                 | 
                                    
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                 | 
                            'ws://asgi:8001/image/ws/submissions/{}/'.format(pk)) as websocket: | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    128
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                        await websocket.send(json.dumps(message))  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    129
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                    130
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                    131
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                def format_attribute(value, terms=None, library_uri=OBO_URL, units=None):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    132
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                 | 
                    """Format a generic attribute into biosample dictionary"""  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    133
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                    134
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                                                     | 
                
                 | 
                    if value is None:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    135
                 | 
                                    
                                                     | 
                
                 | 
                        return None  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    136
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    137
                 | 
                                    
                                                     | 
                
                 | 
                    # pay attention to datetime objects  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    138
                 | 
                                    
                                                     | 
                
                 | 
                    if isinstance(value, datetime.date):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    139
                 | 
                                    
                                                     | 
                
                 | 
                        value = str(value)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    140
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    141
                 | 
                                    
                                                     | 
                
                 | 
                    # HINT: need I deal with multiple values?  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    142
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    143
                 | 
                                    
                                                     | 
                
                 | 
                    result = {} | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    144
                 | 
                                    
                                                     | 
                
                 | 
                    result["value"] = value  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    145
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    146
                 | 
                                    
                                                     | 
                
                 | 
                    if terms:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    147
                 | 
                                    
                                                     | 
                
                 | 
                        result["terms"] = [{ | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    148
                 | 
                                    
                                                     | 
                
                 | 
                            "url": "/".join([  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    149
                 | 
                                    
                                                     | 
                
                 | 
                                library_uri,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    150
                 | 
                                    
                                                     | 
                
                 | 
                                terms])  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    151
                 | 
                                    
                                                     | 
                
                 | 
                        }]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    152
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    153
                 | 
                                    
                                                     | 
                
                 | 
                    if units:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    154
                 | 
                                    
                                                     | 
                
                 | 
                        result["units"] = units  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    155
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    156
                 | 
                                    
                                                     | 
                
                 | 
                    # return a list of dictionaries  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    157
                 | 
                                    
                                                     | 
                
                 | 
                    return [result]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    158
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    159
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    160
                 | 
                                    
                                                     | 
                
                 | 
                def get_admin_emails():  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    161
                 | 
                                    
                                                     | 
                
                 | 
                    """Return admin email from image.settings"""  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    162
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    163
                 | 
                                    
                                                     | 
                
                 | 
                    ADMINS = settings.ADMINS  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    164
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    165
                 | 
                                    
                                                     | 
                
                 | 
                    # return all admin mail addresses  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    166
                 | 
                                    
                                                     | 
                
                 | 
                    return [admin[1] for admin in ADMINS]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    167
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    168
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    169
                 | 
                                    
                                                     | 
                
                 | 
                def send_mail_to_admins(  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    170
                 | 
                                    
                                                     | 
                
                 | 
                        email_subject, email_message,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    171
                 | 
                                    
                                                     | 
                
                 | 
                        default_from=settings.DEFAULT_FROM_EMAIL,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    172
                 | 
                                    
                                                     | 
                
                 | 
                        addresses=get_admin_emails()):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    173
                 | 
                                    
                                                     | 
                
                 | 
                    """Send a mail to all admins  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    174
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    175
                 | 
                                    
                                                     | 
                
                 | 
                    Args:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    176
                 | 
                                    
                                                     | 
                
                 | 
                        email_subject (str): the email subject  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    177
                 | 
                                    
                                                     | 
                
                 | 
                        email_message (str): the body of the email  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    178
                 | 
                                    
                                                     | 
                
                 | 
                        default_from (str): the from field of the email  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    179
                 | 
                                    
                                                     | 
                
                 | 
                        addresses (list): a list of email addresses  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    180
                 | 
                                    
                                                     | 
                
                 | 
                    """  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    181
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    182
                 | 
                                    
                                                     | 
                
                 | 
                    # submit mail to admins  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    183
                 | 
                                    
                                                     | 
                
                 | 
                    datatuple = (  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    184
                 | 
                                    
                                                     | 
                
                 | 
                        email_subject,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    185
                 | 
                                    
                                                     | 
                
                 | 
                        email_message,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    186
                 | 
                                    
                                                     | 
                
                 | 
                        default_from,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    187
                 | 
                                    
                                                     | 
                
                 | 
                        addresses)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    188
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    189
                 | 
                                    
                                                     | 
                
                 | 
                    send_mass_mail((datatuple, ))  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    190
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                                                                
            
                                    
            
            
                | 
                    191
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                        
            
                                    
            
            
                | 
                    192
                 | 
                                    
                                                     | 
                
                 | 
                def uid2biosample(value):  | 
            
            
                                                        
            
                                    
            
            
                | 
                    193
                 | 
                                    
                                                     | 
                
                 | 
                    """Convert human-readable name to model field"""  | 
            
            
                                                        
            
                                    
            
            
                | 
                    194
                 | 
                                    
                                                     | 
                
                 | 
                    if value == 'Sample storage':  | 
            
            
                                                        
            
                                    
            
            
                | 
                    195
                 | 
                                    
                                                     | 
                
                 | 
                        return 'storage'  | 
            
            
                                                        
            
                                    
            
            
                | 
                    196
                 | 
                                    
                                                     | 
                
                 | 
                    elif value == 'Sample storage processing':  | 
            
            
                                                        
            
                                    
            
            
                | 
                    197
                 | 
                                    
                                                     | 
                
                 | 
                        return 'storage_processing'  | 
            
            
                                                        
            
                                    
            
            
                | 
                    198
                 | 
                                    
                                                     | 
                
                 | 
                    elif value == 'Sampling to preparation interval':  | 
            
            
                                                        
            
                                    
            
            
                | 
                    199
                 | 
                                    
                                                     | 
                
                 | 
                        return 'preparation_interval_units'  | 
            
            
                                                        
            
                                    
            
            
                | 
                    200
                 | 
                                    
                                                     | 
                
                 | 
                    elif value == 'Specimen collection protocol':  | 
            
            
                                                        
            
                                    
            
            
                | 
                    201
                 | 
                                    
                                                     | 
                
                 | 
                        return 'protocol'  | 
            
            
                                                        
            
                                    
            
            
                | 
                    202
                 | 
                                    
                                                     | 
                
                 | 
                    return '_'.join(value.lower().split(" ")) | 
            
            
                                                        
            
                                    
            
            
                | 
                    203
                 | 
                                    
                                                     | 
                
                 | 
                 |