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			@@ -465,7 +465,7 @@ class Dealer: | 
		
		
	
		
			
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			        if not aggs: | 
		
		
	
		
			
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			            return False | 
		
		
	
		
			
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			        cnt = np.sum([c for _, c in aggs]) | 
		
		
	
		
			
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			        tag_fea = sorted([(a, round(0.1*(c + 1) / (cnt + S) / (all_tags.get(a, 0.0001)))) for a, c in aggs], | 
		
		
	
		
			
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			        tag_fea = sorted([(a, round(0.1*(c + 1) / (cnt + S) / max(1e-6, all_tags.get(a, 0.0001)))) for a, c in aggs], | 
		
		
	
		
			
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			                         key=lambda x: x[1] * -1)[:topn_tags] | 
		
		
	
		
			
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			        doc[TAG_FLD] = {a: c for a, c in tag_fea if c > 0} | 
		
		
	
		
			
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			        return True | 
		
		
	
	
		
			
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			@@ -481,6 +481,6 @@ class Dealer: | 
		
		
	
		
			
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			        if not aggs: | 
		
		
	
		
			
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			            return {} | 
		
		
	
		
			
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			        cnt = np.sum([c for _, c in aggs]) | 
		
		
	
		
			
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			        tag_fea = sorted([(a, round(0.1*(c + 1) / (cnt + S) / (all_tags.get(a, 0.0001)))) for a, c in aggs], | 
		
		
	
		
			
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			        tag_fea = sorted([(a, round(0.1*(c + 1) / (cnt + S) / max(1e-6, all_tags.get(a, 0.0001)))) for a, c in aggs], | 
		
		
	
		
			
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			                         key=lambda x: x[1] * -1)[:topn_tags] | 
		
		
	
		
			
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			        return {a: max(1, c) for a, c in tag_fea} |