got it, great thanks, Vishal, Ted and David On Tue, Jan 19, 2016 at 1:10 PM, Vishal Maru <vzm...@gmail.com> wrote:
> 1. foreach doesn't expect any value from function being passed (in your > func_foreach). so nothing happens. The return values are just lost. it's > like calling a function without saving return value to another var. > foreach also doesn't return anything so you don't get modified RDD (like > map*). > 2. RDD's are immutable. All transform functions (map*,groupBy*,reduceBy > etc.) return new RDD. > 3. Yes. It's just iterates through elements and calls the function being > passed. That's it. It doesn't collect the values and don't return any new > modified RDD. > > > On Mon, Jan 18, 2016 at 11:10 PM, charles li <charles.up...@gmail.com> > wrote: > >> >> hi, great thanks to david and ted, I know that the content of RDD can be >> returned to driver using 'collect' method. >> >> but my question is: >> >> >> 1. cause we can write any code we like in the function put into >> 'foreach', so what happened when we actually write a 'return' sentence in >> the foreach function? >> 2. as the photo shows bellow, the content of RDD doesn't change after >> foreach function, why? >> 3. I feel a little confused about the 'foreach' method, it should be an >> 'action', right? cause it return nothing. or is there any best practice of >> the 'foreach' funtion? or can some one put your code snippet when using >> 'foreach' method in your application, that would be awesome. >> >> >> great thanks again >> >> >> >> >> >> On Tue, Jan 19, 2016 at 11:44 AM, Ted Yu <yuzhih...@gmail.com> wrote: >> >>> Here is signature for foreach: >>> def foreach(f: T => Unit): Unit = withScope { >>> >>> I don't think you can return element in the way shown in the snippet. >>> >>> On Mon, Jan 18, 2016 at 7:34 PM, charles li <charles.up...@gmail.com> >>> wrote: >>> >>>> code snippet >>>> >>>> >>>> >>>> the 'print' actually print info on the worker node, but I feel confused >>>> where the 'return' value >>>> goes to. for I get nothing on the driver node. >>>> -- >>>> *--------------------------------------* >>>> a spark lover, a quant, a developer and a good man. >>>> >>>> http://github.com/litaotao >>>> >>> >>> >> >> >> -- >> *--------------------------------------* >> a spark lover, a quant, a developer and a good man. >> >> http://github.com/litaotao >> > > -- *--------------------------------------* a spark lover, a quant, a developer and a good man. http://github.com/litaotao