How to replace user.id to user.names in a file

2015-01-06 Thread riginos
I work on a user to user recommender for a website using mllib.recommendation. I have created a file (recommends.txt) which contains the top 5 recommendations for each user id. The file's form(recommends.txt) is something like this (user::rec1:rec2:rec3:rec4:rec5): /**file's snapshot**/

Re: How to replace user.id to user.names in a file

2015-01-06 Thread Tobias Pfeiffer
Hi, it looks to me as if you need the whole user database on every node, so maybe put the id-name information as a Map[Id, String] in a broadcast variable and then do something like recommendations.map(line = { line.map(uid = usernames(uid)) }) or so? Tobias

Re: How to replace user.id to user.names in a file

2015-01-06 Thread Tobias Pfeiffer
Hi, On Wed, Jan 7, 2015 at 10:47 AM, Riginos Samaras samarasrigi...@gmail.com wrote: Yes something like this. Can you please give me an example to create a Map? That depends heavily on the shape of your input file. What about something like: (for (line - Source.fromFile(filename).getLines())

Re: How to replace user.id to user.names in a file

2015-01-06 Thread Tobias Pfeiffer
Hi, On Wed, Jan 7, 2015 at 11:13 AM, Riginos Samaras samarasrigi...@gmail.com wrote: exactly thats what I'm looking for, my code is like this: //code val users_map = users_file.map{ s = val parts = s.split(,) (parts(0).toInt, parts(1)) }.distinct //code but i get the error: