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DE-2023

23년 1학기 데이터 공학 수업 정리

hw1(ver.Hadoop) & hw3(ver.spark)

IMDBStudent20201051.java

Q1. Genre count

  • We need know how many movies falls into each genre.
  • Input file : movie.dat
  • Output : <# of movies>
  • Example
genre count
Thriller 182
Romance 108
Children’s 58

UBERStudent20201051.java

Q2. Trips & Vehicles

  • We need know the number of trips and active vehicles per day and region.
  • Input file : uber.dat
  • Output : <region,day> <trips,vehicles>
region day trips vehicles
B02512 MON 1922 122
B02512 TUE 2200 451
B02512 WED 1200 251
B02512 THR 1510 348
B02512 FRI 1749 388
B02512 SAT 2324 611
B02512 SUN 2467 671

hw2

IMDBStudent20201051.java

Q1. Top -k movies

  • We need find k fantasy movies whose avg. rating is high
  • Input file : movies.dat & ratings.dat
  • Output : <avg. rating>
  • Example)
movie name avg
Jumanji (1995) 4.8

YouTubeStudent20201051.java

Q2. Top -K category

  • We need find k categories whose average rating is high.
  • Input file : youtube.dat
  • Output : category avg. rating
  • Example)
category rating
Fantasy 4.8999

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