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                # -*- coding: utf-8 -*-  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                #  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                # This file is part of SENAITE.CORE.  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                #  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                # SENAITE.CORE is free software: you can redistribute it and/or modify it under  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                # the terms of the GNU General Public License as published by the Free Software  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                # Foundation, version 2.  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                #  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                # This program is distributed in the hope that it will be useful, but WITHOUT  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                # ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                # FOR A PARTICULAR PURPOSE. See the GNU General Public License for more  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                # details.  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                #  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                # You should have received a copy of the GNU General Public License along with  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                # this program; if not, write to the Free Software Foundation, Inc., 51  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                # Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                #  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                # Copyright 2018-2024 by it's authors.  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                # Some rights reserved, see README and LICENSE.  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                from bika.lims import api  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                from bika.lims.interfaces import IDynamicResultsRange  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                from plone.memoize.instance import memoize  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                from senaite.core.p3compat import cmp  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                from zope.interface import implementer  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                marker = object()  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                DEFAULT_RANGE_KEYS = [  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    "min",  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    "warn_min",  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    "min_operator",  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    "minpanic",  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    "max",  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    "warn_max",  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    "max",  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    "maxpanic",  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    "error",  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                ]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                @implementer(IDynamicResultsRange)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                class DynamicResultsRange(object):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    """Default Dynamic Results Range Adapter  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    """  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    def __init__(self, analysis):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        self.analysis = analysis  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        self.analysisrequest = analysis.getRequest()  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        self.specification = None  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        if self.analysisrequest:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                            self.specification = self.analysisrequest.getSpecification()  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        self.dynamicspec = None  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        if self.specification:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                            self.dynamicspec = self.specification.getDynamicAnalysisSpec()  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    @property  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    def keyword(self):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        """Analysis Keyword  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        """  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        return self.analysis.getKeyword()  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    @property  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    def range_keys(self):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        """The keys of the result range dict  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        """  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        if not self.specification:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                            return DEFAULT_RANGE_KEYS  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        # return the subfields of the specification  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        return self.specification.getField("ResultsRange").subfields | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    def convert(self, value):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        # convert referenced UIDs to the Title  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        if api.is_uid(value):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                            obj = api.get_object_by_uid(value)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                            return api.get_title(obj)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        return value  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    @memoize  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    def get_match_data(self):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        """Returns a fieldname -> value mapping of context data  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        The fieldnames are selected from the column names of the dynamic  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        specifications file. E.g. the column "Method" of teh specifications  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        file will lookup the value (title) of the Analysis and added to the  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        mapping like this: `{"Method": "Method-1"}`. | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        :returns: fieldname -> value mapping  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        :rtype: dict  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        """  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        data = {} | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        # Lookup the column names on the Analysis and the Analysis Request  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        for column in self.dynamicspec.get_header():  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                            an_value = getattr(self.analysis, column, marker)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                            ar_value = getattr(self.analysisrequest, column, marker)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                            if an_value is not marker:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                                data[column] = self.convert(an_value)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                            elif ar_value is not marker:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    100
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                                data[column] = self.convert(ar_value)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    102
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                        return data  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    def match(self, dynamic_range):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        """Returns whether the values of all fields declared in the dynamic  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        specification for the current sample match with the values set in the  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    107
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                        given results range  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    108
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                        """  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    109
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                        data = self.get_match_data()  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    110
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                        if not data:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    111
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                            return False  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    113
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                        for k, v in data.items():  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    114
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                            # a missing value in excel is considered a match  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                            value = dynamic_range.get(k)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    116
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                            if not value and value != 0:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                                continue  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    119
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                            # break if the values do not match  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    120
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                            if v != value:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    121
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                                return False  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        # all key values matched  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    124
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                        return True  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    def cmp_specs(self, a, b):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    127
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                        """Compares two specification records  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    128
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                        """  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    129
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                        def is_empty(value):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    130
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                            return not value and value != 0  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    132
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                        # specs with less empty values have priority  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    133
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                        keys = set(a.keys() + b.keys())  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    134
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                        empties_a = len(filter(lambda key: is_empty(a.get(key)), keys))  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    135
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                                                     | 
                
                 | 
                        empties_b = len(filter(lambda key: is_empty(b.get(key)), keys))  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    136
                 | 
                                    
                                                     | 
                
                 | 
                        if empties_a != empties_b:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    137
                 | 
                                    
                                                     | 
                
                 | 
                            return cmp(empties_a, empties_b)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    138
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    139
                 | 
                                    
                                                     | 
                
                 | 
                        # spec with highest min value has priority  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    140
                 | 
                                    
                                                     | 
                
                 | 
                        min_a = api.to_float(a.get("min"), 0) | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    141
                 | 
                                    
                                                     | 
                
                 | 
                        min_b = api.to_float(b.get("min"), 0) | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    142
                 | 
                                    
                                                     | 
                
                 | 
                        if min_a != min_b:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    143
                 | 
                                    
                                                     | 
                
                 | 
                            return cmp(min_b, min_a)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    144
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    145
                 | 
                                    
                                                     | 
                
                 | 
                        # spec with lowest max value has priority  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    146
                 | 
                                    
                                                     | 
                
                 | 
                        max_a = api.to_float(a.get("max"), 0) | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    147
                 | 
                                    
                                                     | 
                
                 | 
                        max_b = api.to_float(b.get("max"), 0) | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    148
                 | 
                                    
                                                     | 
                
                 | 
                        return cmp(max_a, max_b)  | 
            
            
                                                                                                            
                                                                
            
                                    
            
            
                | 
                    149
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    150
                 | 
                                    
                                                     | 
                
                 | 
                    def get_results_range(self):  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    151
                 | 
                                    
                                                     | 
                
                 | 
                        """Return the dynamic results range  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    152
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    153
                 | 
                                    
                                                     | 
                
                 | 
                        The returning dicitionary should containe at least the `min` and `max`  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    154
                 | 
                                    
                                                     | 
                
                 | 
                        values to override the ResultsRangeDict data.  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    155
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    156
                 | 
                                    
                                                     | 
                
                 | 
                        :returns: An `IResultsRangeDict` compatible dict  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    157
                 | 
                                    
                                                     | 
                
                 | 
                        :rtype: dict  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    158
                 | 
                                    
                                                     | 
                
                 | 
                        """  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    159
                 | 
                                    
                                                     | 
                
                 | 
                        if self.dynamicspec is None:  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    160
                 | 
                                    
                                                     | 
                
                 | 
                            return {} | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    161
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    162
                 | 
                                    
                                                     | 
                
                 | 
                        # A matching Analysis Keyword is mandatory for any further matches  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    163
                 | 
                                    
                                                     | 
                
                 | 
                        keyword = self.analysis.getKeyword()  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    164
                 | 
                                    
                                                     | 
                
                 | 
                        by_keyword = self.dynamicspec.get_by_keyword()  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    165
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    166
                 | 
                                    
                                                     | 
                
                 | 
                        # Get all specs (rows) from the Excel with the same Keyword  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    167
                 | 
                                    
                                                     | 
                
                 | 
                        specs = by_keyword.get(keyword)  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    168
                 | 
                                    
                                                     | 
                
                 | 
                        if not specs:  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    169
                 | 
                                    
                                                     | 
                
                 | 
                            return {} | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    170
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    171
                 | 
                                    
                                                     | 
                
                 | 
                        # Filter those with a match  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    172
                 | 
                                    
                                                     | 
                
                 | 
                        specs = filter(self.match, specs)  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    173
                 | 
                                    
                                                     | 
                
                 | 
                        if not specs:  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    174
                 | 
                                    
                                                     | 
                
                 | 
                            return {} | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    175
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    176
                 | 
                                    
                                                     | 
                
                 | 
                        # Sort them and pick the first match, that is less generic  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    177
                 | 
                                    
                                                     | 
                
                 | 
                        spec = sorted(specs, cmp=self.cmp_specs)[0]  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    178
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    179
                 | 
                                    
                                                     | 
                
                 | 
                        # at this point we have a match, update the results range dict  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    180
                 | 
                                    
                                                     | 
                
                 | 
                        rr = {} | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    181
                 | 
                                    
                                                     | 
                
                 | 
                        for key in self.range_keys:  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    182
                 | 
                                    
                                                     | 
                
                 | 
                            value = spec.get(key, marker)  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    183
                 | 
                                    
                                                     | 
                
                 | 
                            # skip if the range key is not set in the Excel  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    184
                 | 
                                    
                                                     | 
                
                 | 
                            if value is marker:  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    185
                 | 
                                    
                                                     | 
                
                 | 
                                continue  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    186
                 | 
                                    
                                                     | 
                
                 | 
                            # skip if the value is not floatable  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    187
                 | 
                                    
                                                     | 
                
                 | 
                            if not api.is_floatable(value):  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    188
                 | 
                                    
                                                     | 
                
                 | 
                                continue  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    189
                 | 
                                    
                                                     | 
                
                 | 
                            # set the range value  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    190
                 | 
                                    
                                                     | 
                
                 | 
                            rr[key] = value  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    191
                 | 
                                    
                                                     | 
                
                 | 
                        # return the updated result range  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    192
                 | 
                                    
                                                     | 
                
                 | 
                        return rr  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    193
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    194
                 | 
                                    
                                                     | 
                
                 | 
                    def __call__(self):  | 
            
            
                                                                                                            
                                                                
            
                                    
            
            
                | 
                    195
                 | 
                                    
                                                     | 
                
                 | 
                        return self.get_results_range()  | 
            
            
                                                        
            
                                    
            
            
                | 
                    196
                 | 
                                    
                                                     | 
                
                 | 
                 |