pig-user  

Re: how to get the size of a data bag

charles du
Thu, 07 Aug 2008 16:21:02 -0700

Hi:

I tried the command, and pig threw an exception complaining about the
grammar.

Also, just want to make sure. Should the command be?

  A = LOAD <my file> as (type, ...);
  B = GROUP  A  BY  type;
  C = foreach *B *group, generate COUNT(A);

How does pig decide when to use a combiner, and when not to?

Thanks.

Chuang


On Thu, Aug 7, 2008 at 2:59 PM, Olga Natkovich <[EMAIL PROTECTED]> wrote:

> The way your query is formulated combiner is not called and that would
> account for the slowness.
>
> Try this:
>
> A = LOAD <my file> as (type, ...);
> B = GROUP  A  BY  type;
> C = foreach A group, generate COUNT(A);
>
> You can check if combiner will be called by running
>
> Explain C;
>
> Olga
>
> > -----Original Message-----
> > From: charles du [EMAIL PROTECTED]
> > Sent: Thursday, August 07, 2008 2:55 PM
> > To: pig-user@incubator.apache.org
> > Subject: Re: how to get the size of a data bag
> >
> > Thanks. It works.
> >
> > My concern right now is the performance. For example, I have
> > 2 million records that belongs to two types. If I want to
> > count the number of records for each type, I need group
> > records based on the type as follows:
> >
> > A = LOAD <my file> as (type, ...);
> > B = GROUP  A  BY  type;
> > C = foreach A generate COUNT(A);
> >
> > I notices it usually takes hadoop a long time to get the
> > results back. My experience with hadoop is that if there are
> > a large number of values for a key, hadoop is very slow on
> > the reduce function. I understand it is a more hadoop
> > problem, instead of pig's. Do you guys know any way to
> > speedup the calculation?
> >
> >
> > Thanks.
> >
> > Chuang
> >
> > On Fri, Jul 18, 2008 at 2:10 PM, Olga Natkovich
> > <[EMAIL PROTECTED]> wrote:
> >
> > > How was you bag created?
> > >
> > > Normally, you would load the data then group it into a bag
> > using group
> > > by or group all and then apply the count:
> > >
> > > A = load 'input';
> > > B = group A all;
> > > C = foreach A generate COUNT(A);
> > >
> > > Olga
> > >
> > > > -----Original Message-----
> > > > From: charles du [EMAIL PROTECTED]
> > > > Sent: Friday, July 18, 2008 12:23 PM
> > > > To: pig-user@incubator.apache.org
> > > > Subject: how to get the size of a data bag
> > > >
> > > > Hi:
> > > >
> > > > Just start learning hadoop and pig latin. How can I get
> > the number
> > > > of elements in a data bag?
> > > >
> > > > For example, a data bag like follow has four elements.
> > > >   B= {1, 2, 3, 5}
> > > >
> > > > I tried C = COUNT(B), it did not work. Thanks.
> > > >
> > > > --
> > > > tp
> > > >
> > >
> >
> >
> >
> > --
> > tp
> >
>



-- 
tp