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imdb_scraping.py
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imdb_scraping.py
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import sys
from imdb import IMDb
def main():
inpfileptr = open(sys.argv[1],"r")
# review_op_file = open("imdb_reviews.tsv","a")
imdb_scrape_file = open("imdb_metadata.tsv", "a")
line = inpfileptr.readline()
ia = IMDb()
# imdb_scrape_file.write("IMDB_ID\tMovie_Name\tGenres\tPlot\tRelease_Date\tKey_Words\tImage_URL\tDirectors\tCast\tWriters\tComposers\tCountry\tLanguage\tProduction_Companies\tMale_Rating\tFemale_Rating\tChildren_Rating\tYoungster_Rating\tMid_Aged_Rating\tOld_People_Rating\n")
# imdb_scrape_file.flush()
print("HIHI")
while line:
movie_id = line.split("::")[0]
release_year = line.split("::")[1].split("(")[1].replace(")","")
if(int(release_year) < 1997):
line = inpfileptr.readline()
continue
movie = ia.get_movie(movie_id)
print(movie_id)
movie_name = ""
if('long imdb title' in movie.keys()):
movie_name = movie['long imdb title']
if(movie_name .find("(") != -1):
movie_name = movie_name.split("(")[0]
if movie_name == "":
movie_name = line.split("::")[1]
poster_web_location = ""
if('cover url' in movie.keys()):
poster_web_location = movie['cover url']
genres = ""
if('genres') in movie.keys():
genres_list = movie['genres']
for genre in genres_list:
genres += (genre + ",")
plot = ""
if('plot') in movie.keys():
plot = movie['plot']
# print(sorted(movie.keys()))
directors = ""
if('directors' in movie.keys()):
for director in movie['directors']:
if 'name' in director.keys():
directors += (director['name'] + ",")
cast = ""
if('cast' in movie.keys()):
for ind_cast in movie['cast']:
if 'name' in ind_cast.keys():
cast += (ind_cast['name'] + ",")
writers = ""
if('writers' in movie.keys()):
for writer in movie['writers']:
if('name' in writer.keys()):
writers += (writer['name'] + ",")
composers = ""
if('composers' in movie.keys()):
for composer in movie['composers']:
if 'composer' in composer.keys():
composers += (composer['name'] + ",")
countries = ""
if('countries' in movie.keys()):
for country in movie['countries']:
countries += (country + ",")
languages = ""
if('language codes' in movie.keys()):
for language in movie['language codes']:
languages += (language + ",")
production_companies = ""
if('production companies' in movie.keys()):
for production_company in movie['production companies']:
production_companies += (production_company['name'] + ",")
# print(ia.get_movie_infoset())
# ia.update(movie, ['reviews'])
# reviews = movie.get('reviews')
# if(reviews != None):
# for ind_review in reviews:
# review_op_file.write("%s\t%s\t%s\n" %(movie_id, movie_name, ind_review['content']))
# review_op_file.flush()
release_date = ""
ia.update(movie, ['akas'])
rds = movie.get('raw release dates')
if(rds != None):
for release_date_obj in rds:
release_date = release_date_obj['date']
break
ia.update(movie, ['keywords'])
keywords = ""
kws = movie.get('keywords')
if(kws != None):
for ind_kw in kws:
keywords += (ind_kw + ",")
ia.update(movie, ['vote details'])
ratings_dict = movie.get('demographics')
male_rating = ""
female_rating = ""
children_rating = ""
youngster_rating = ""
mid_age_rating = ""
old_age_rating = ""
if(ratings_dict != None):
if('males' in ratings_dict.keys()):
male_rating = ratings_dict['males']['rating']
if('females' in ratings_dict.keys()):
female_rating = ratings_dict['females']['rating']
if('aged under 18' in ratings_dict.keys()):
children_rating = ratings_dict['aged under 18']['rating']
if('aged 18 29' in ratings_dict.keys()):
youngster_rating = ratings_dict['aged 18 29']['rating']
if('aged 30 44' in ratings_dict.keys()):
mid_age_rating = ratings_dict['aged 30 44']['rating']
if('aged 45 plus' in ratings_dict.keys()):
old_age_rating = ratings_dict['aged 45 plus']['rating']
imdb_scrape_file.write("%s\t%s\t%s\t%s\t%s\t%s\t%s\t%s\t%s\t%s\t%s\t%s\t%s\t%s\t%s\t%s\t%s\t%s\t%s\t%s\n" %
(movie_id, movie_name, genres, plot, release_date, keywords, poster_web_location,
directors, cast, writers, composers, countries, languages, production_companies,
male_rating, female_rating, children_rating, youngster_rating, mid_age_rating,
old_age_rating))
imdb_scrape_file.flush()
line = inpfileptr.readline()
if __name__ == '__main__':
main()