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python
2 years ago
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def display_list(list2D): '''input: list data structure return: None Prints elements of a 2D list to the terminal ''' if list2D == []: print("List is empty") for row in list2D: print(row) #------------------------------------------------------------------- def display_dict(adict): '''input: dictionary data structure return: None Prints elements of a dictionary in sorted order of keys to the terminal ''' if adict == {}: print("Dictionary is empty") for key in sorted(adict): print(str(key) + ": " +str(adict[key])) #------------------------------------------------------------------- # add functions here def load_data(movies, ratings, tags): movie_db = [] ratings_db = [] tags_db = [] try: with open(movies, "r") as m: m.readline().strip().split(",") # read all other rows and add elements to a 2D-list record for line in m: line = line.strip().split(",") line[0] = int(line[0]) movie_db.append(line) except Exception as e: print(e) try: with open(ratings, "r") as r: r.readline().strip().split(",") for line in r: line = line.strip().split(",") line[0] = int(line[0]) line[1] = int(line[1]) line[2] = float(line[2]) line[3] = int(line[3]) ratings_db.append(line) except Exception as e: print(e) try: with open(tags, "r") as t: t.readline().strip().split(",") for line in t: line = line.strip().split(",") line[0] = int(line[0]) line[1] = int(line[1]) line[3] = int(line[3]) tags_db.append(line) except Exception as e: print(e) return movie_db, ratings_db, tags_db #------------------------------------------------------------------- def get_genre_dict(db): genres = {} for movie in db: movie_id = movie[0] genre = movie[2] genre_split = genre.split("|") for genre in genre_split: if genre not in genres: genres[genre] = [movie_id] else: genres[genre].append(movie_id) return genres #------------------------------------------------------------------- def get_tag_dict(db): tags = {} for movie in db: movie_id = movie[1] tag = movie[2] if tag not in tags: tags[tag] = [movie_id] else: tags[tag].append(movie_id) return tags #------------------------------------------------------------------- def get_avg_ratings(db): avg_ratings = {} for movie in db: movie_id = movie[1] rating = movie[2] if movie_id not in avg_ratings: avg_ratings[movie_id] = [rating] else: avg_ratings[rating].append(movie_id) return avg_ratings #------------------------------------------------------------------- # Test other functions in main() def main(): movies_db, ratings_db, tags_db = load_data("movies_20.csv", "ratings_20.csv", "tags_20.csv") # display_list(movies_db[2:5]) # display_list(ratings_db[2:5]) # display_list(tags_db[2:5]) # ratings = get_avg_ratings(ratings_db) # display_dict(ratings) # testing get_avg_ratings() ratings = get_avg_ratings(ratings_db) display_dict(ratings) # calls main() if __name__ == "__main__": main()
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