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                # -*- coding: utf-8 -*-  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                from math import ceil  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                from pyramid.httpexceptions import HTTPBadRequest  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                def validate_params(params, valid_keys):  | 
            
            
                                                                        
                            
            
                                    
            
            
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                    for k, v in params.items():  | 
            
            
                                                                        
                            
            
                                    
            
            
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                        if k not in valid_keys:  | 
            
            
                                                                        
                            
            
                                    
            
            
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                            raise HTTPBadRequest('invalid search parameter') | 
            
            
                                                                        
                            
            
                                    
            
            
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                    return params  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                def parse_sort_string(sort):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    """  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    Parse a sort string for use with elasticsearch  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    :param: sort: the sort string  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    """  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    if sort is None:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        return ['_score']  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    l = sort.rsplit(',') | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    sortlist = []  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    for se in l:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        se = se.strip()  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        order = 'desc' if se[0:1] == '-' else 'asc'  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        field = se[1:] if se[0:1] in ['-', '+'] else se  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        field = field.strip()  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        sortlist.append({field: {"order": order, "unmapped_type": "string", "missing": "_last"}}) | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    sortlist.append('_score') | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    return sortlist  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                def parse_filter_params(query_params, filterable):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    """  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    Parse query_params to a filter params dict. Merge multiple values for one key to a list.  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    Filter out keys that aren't filterable.  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    :param query_params: query params  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    :param filterable: list of filterable keys  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    :return: dict of filter values  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    """  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    if query_params is not None:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        filter_params = {} | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        for fq in query_params.mixed():  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                            if fq in filterable:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                                filter_params[fq] = query_params.mixed().get(fq)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        return filter_params  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    else:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        return {} | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                class SearchResultPager(object):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    """based on http://atlas-core.readthedocs.org/en/latest/_modules/flask_sqlalchemy.html Pagination"""  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    def __init__(self, page, per_page, total_count):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        self.page = page  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        self.per_page = per_page  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        self.total_count = total_count  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    @property  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    def pages(self):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        return int(ceil(self.total_count / float(self.per_page)))  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    @property  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    def has_prev(self):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        return self.page > 1  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    @property  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    def prev(self):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        return self.page - 1 if self.has_prev else None  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    @property  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    def has_next(self):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        return self.page < self.pages  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    @property  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    def next(self):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        return self.page + 1 if self.has_next else None  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    def iter_pages(  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                            self, left_edge=2, left_current=2,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                            right_current=5, right_edge=2  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    ):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        """Iterates over the page numbers in the pagination.  The four  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        parameters control the thresholds how many numbers should be produced  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        from the sides.  Skipped page numbers are represented as `None`.  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        """  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        last = 0  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        try:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                            xrange  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        except NameError:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                            xrange = range  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        for num in xrange(1, self.pages + 1):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                            if (  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                                                num <= left_edge or  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                                            (self.page - left_current - 1 < num < self.page + right_current)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                                    or num > self.pages - right_edge  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                            ):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                                if last + 1 != num:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                                    yield None  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                                yield num  | 
            
            
                                                                                                            
                                                                
            
                                    
            
            
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                                last = num  | 
            
            
                                                        
            
                                    
            
            
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