# -*- coding: utf-8 -*-

from mrjob.job import MRJob


class HitCounts(MRJob) :

    def extract_url(self, line) :
        """Extract the generated url from the log line."""
        pass

    def extract_year_month(self, line) :
        """Return the year and month portions of the timestamp."""
        pass

    def mapper(self, _, line) :
        """Parse each log line, extract and transform relevant lines.

        Emit key value pairs of the form:

        (2016-01, url0) , 1
        (2016-01, url0) , 1
        (2016-01, url1) , 1
        """
        url = self.extract_url(line) 
        period = self.extract_year_month(line) 
        yield (period, url) , 1

    def reducer(self, key, values) :
        """Sum values for each key.

        (2016-01, url0) , 2
        (2016-01, url1) , 1
        """
        yield key, sum(values) 

    def steps(self) :
        """Run the map and reduce steps."""
        return [
            self.mr(mapper=self.mapper,
                    reducer=self.reducer) 
        ]


if __name__ == '__main__':
    HitCounts.run()