Home | About | Sematext search-lucene.com search-hadoop.com
 Search Hadoop and all its subprojects:

Switch to Threaded View
MapReduce >> mail # user >> How to select random n records using mapreduce ?

Copy link to this message
Re: How to select random n records using mapreduce ?
Building on this, you could do something like the following to make it
more random:

if (numRecordsWritten < NUM_RECORDS_DESIRED) {
int n = generateARandomNumberBetween1and100();
if (n == 100) {
context.write(key, value);

The above would somewhat randomly output 1 record out of every 100, up
to a specified maximum amount desired, and discard all the rest.



On 06/27/2011 03:28 PM, Niels Basjes wrote:
> The only solution I can think of is by creating a counter in Hadoop
> that is incremented each time a mapper lets a record through.
> As soon as the value reaches a preselected value the mappers simply
> discard the additional input they receive.
> Note that this will not at all be random.... yet it's the best I can
> come up with right now.
> On Mon, Jun 27, 2011 at 09:11, Jeff Zhang<[EMAIL PROTECTED]>  wrote:
>> Hi all,
>> I'd like to select random N records from a large amount of data using
>> hadoop, just wonder how can I archive this ? Currently my idea is that let
>> each mapper task select N / mapper_number records. Does anyone has such
>> experience ?
>> --
>> Best Regards
>> Jeff Zhang