Sai Sai 2013-09-27, 05:12
-Re: Input Split vs Task vs attempt vs computation
Sonal Goyal 2013-09-27, 08:31
Nube Technologies <http://www.nubetech.co>
On Fri, Sep 27, 2013 at 10:42 AM, Sai Sai <[EMAIL PROTECTED]> wrote:
> I have a few questions i am trying to understand:
> 1. Is each input split same as a record, (a rec can be a single line or
> multiple lines).
An InputSplit is a chunk of input that is handled by a map task. It will
generally contain multiple records. The RecordReader provides the key
values to the map task. Check
> 2. Is each Task a collection of few computations or attempts.
> For ex: if i have a small file with 5 lines.
> By default there will be 1 line on which each map computation is performed.
> So totally 5 computations r done on 1 node.
> This means JT will spawn 1 JVM for 1 Tasktracker on a node
> and another JVM for map task which will instantiate 5 map objects 1 for
> each line.
> i am not sure what you mean by 5 map objects. But yes, the mapper will be
invoked 5 times, once for each line.
> The MT JVM is called the task which will have 5 attempts for each line.
> This means attempt is same as computation.
> Please let me know if anything is incorrect.