Reputation: 2083
Im trying to do a Median operation on a file in Pig. The file looks like this.
NewYork,-1
NewYork,-5
NewYork,-2
NewYork,3
NewYork,4
NewYork,13
NewYork,11
Amsterdam,12
Amsterdam,11
Amsterdam,2
Amsterdam,1
Amsterdam,-1
Amsterdam,-4
Mumbai,1
Mumbai,4
Mumbai,5
Mumbai,-2
Mumbai,9
Mumbai,-4
The file is loaded and the data inside it is grouped as follows:
wdata = load 'weatherdata' using PigStorage(',') as (city:chararray, temp:int);
wdata_g = group wdata by city;
Im trying to get the median from all the temperatures of the cities as following:
wdata_tempmedian = foreach wdata_g { tu = wdata.temp as temp; ord = order tu by temp generate group, Median(ord); }
The data is ordering because is needs to in sorted order to find a median. But Im getting the following error message which I couldn't figure out what is the mistake:
[main] ERROR org.apache.pig.tools.grunt.Grunt - ERROR 1200: <line 3, column 53> mismatched input 'as' expecting SEMI_COLON
Any help is much appreciated.
Upvotes: 0
Views: 52
Reputation: 11080
You are missing a ';' after ordering the temperatures.
wdata_tempmedian = FOREACH wdata_g {
tu = wdata.temp as temp;
ord = ORDER tu BY temp;
GENERATE group, Median(ord);
}
OR
wdata_ordered = ORDER wdata_g BY temp;
wdata_tempmedian = FOREACH wdata_ordered GENERATE group, Median(ord);
Note:I am assuming you are using data-fu since PIG does not have a Median function.Ensure the jar is correctly registered
register /path/datafu-pig-incubating-1.3.1.jar
Upvotes: 1