-Re: fundamental doubt
jamal sasha 2012-11-21, 20:24
thanks for clarification
On Wed, Nov 21, 2012 at 3:03 PM, Bejoy KS <[EMAIL PROTECTED]> wrote:
> Hi Jamal
> It is performed at a frame work level map emits key value pairs and the
> framework collects and groups all the values corresponding to a key from
> all the map tasks. Now the reducer takes the input as a key and a
> collection of values only. The reduce method signature defines it.
> Bejoy KS
> Sent from handheld, please excuse typos.
> *From: * jamal sasha <[EMAIL PROTECTED]>
> *Date: *Wed, 21 Nov 2012 14:50:51 -0500
> *To: *[EMAIL PROTECTED]<[EMAIL PROTECTED]>
> *ReplyTo: * [EMAIL PROTECTED]
> *Subject: *fundamental doubt
> I guess i am asking alot of fundamental questions but i thank you guys for
> taking out time to explain my doubts.
> So i am able to write map reduce jobs but here is my mydoubt
> As of now i am writing mappers which emit key and a value
> This key value is then captured at reducer end and then i process the key
> and value there.
> Let's say i want to calculate the average...
> Key1 value1
> Key2 value 2
> Key 1 value 3
> So the output is something like
> Key1 average of value 1 and value 3
> Key2 average 2 = value 2
> Right now in reducer i have to create a dictionary with key as original
> keys and value is a list.
> Data = defaultdict(list) == // python usrr
> But i thought that
> Mapper takes in the key value pairs and outputs key: ( v1,v2....)and
> Reducer takes in this key and list of values and returns
> Key , new value..
> So why is the input of reducer the simple output of mapper and not the
> list of all the values to a particular key or did i understood something.
> Am i making any sense ??