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		08-13-2018
	
		
		02:15 PM
	
	
	
	
	
	
	
	
	
	
	
	
	
	
		
	
				
		
			
					
				
		
	
		
					
							 Assuming a data pipeline will be loading hive tables as spark dataframes. Which storage format is optimum for training machine learning models and running iterative processes? Row based (text, Avro) or column based (Orc, Parquet) files? 
						
					
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			Apache Hive
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		08-12-2018
	
		
		01:50 PM
	
	
	
	
	
	
	
	
	
	
	
	
	
	
		
	
				
		
			
					
				
		
	
		
					
							 Great post Binu! What storage format would you suggest if you plan on storing the hive table into a dataframe and running an iterative process (machine learning algorithm x) against the data? I’m hard pressed to find any kind of discussions on this concept. 
						
					
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