hadoop-common-user mailing list archives

Site index · List index
Message view « Date » · « Thread »
Top « Date » · « Thread »
From pmg <parmod.me...@gmail.com>
Subject Re: multiple file input
Date Fri, 19 Jun 2009 04:38:26 GMT

Thanks owen. Are there any examples that I can look at? 

owen.omalley wrote:
> On Jun 18, 2009, at 10:56 AM, pmg wrote:
>> Each line from FileA gets compared with every line from FileB1,  
>> FileB2 etc.
>> etc. FileB1, FileB2 etc. are in a different input directory
> In the general case, I'd define an InputFormat that takes two  
> directories, computes the input splits for each directory and  
> generates a new list of InputSplits that is the cross-product of the  
> two lists. So instead of FileSplit, it would use a FileSplitPair that  
> gives the FileSplit for dir1 and the FileSplit for dir2 and the record  
> reader would return a TextPair with left and right records (ie.  
> lines). Clearly, you read the first line of split1 and cross it by  
> each line from split2, then move to the second line of split1 and  
> process each line from split2, etc.
> You'll need to ensure that you don't overwhelm the system with either  
> too many input splits (ie. maps). Also don't forget that N^2/M grows  
> much faster with the size of the input (N) than the M machines can  
> handle in a fixed amount of time.
>> Two input directories
>> 1. input1 directory with a single file of 600K records - FileA
>> 2. input2 directory segmented into different files with 2Million  
>> records -
>> FileB1, FileB2 etc.
> In this particular case, it would be right to load all of FileA into  
> memory and process the chunks of FileB/part-*. Then it would be much  
> faster than needing to re-read the file over and over again, but  
> otherwise it would be the same.
> -- Owen

View this message in context: http://www.nabble.com/multiple-file-input-tp24095358p24105398.html
Sent from the Hadoop core-user mailing list archive at Nabble.com.

View raw message