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tmdb_api_call.py
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tmdb_api_call.py
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import sys
import csv
import urllib.request
import re
def crewdata_dump_to_tsv(crew_data_filename, general_meta_data_filename):
inpfileptr1 = open(crew_data_filename,"r")
line1 = inpfileptr1.readline()
inpfileptr2 = open("structured_" + (general_meta_data_filename.replace(".txt",".tsv")),"r")
line2 = inpfileptr2.readline()
outfileptr = open("final_structured_" + (general_meta_data_filename.replace(".txt",".tsv")),"w")
outfileptr.write(line2.strip()+"\tDirector\tCast\tScreenplay\tDOP\tEditor\tMusic_Composer\tAssistant_Director\n")
while line1:
line2 = inpfileptr2.readline()
id_from_file_2 = line2.split("\t")[0]
id_from_file_1 = line1.partition('{"id":')[2].split(",")[0]
if(id_from_file_1 != id_from_file_2):
exit(1)
cast = line1.partition('"cast":[')[2].split('],"crew"')[0]
cast_data = ""
regex = r"\{(.*?)\}"
matches = re.finditer(regex, cast, re.MULTILINE | re.DOTALL)
for matchNum, match in enumerate(matches):
for groupNum in range(0, len(match.groups())):
cast_data += (match.group(1).split('"name":"')[1].split('",')[0] + ",")
crew = line1.partition('"crew":[')[2].split("\n")[0]
director = ""
screenplay = ""
dop = ""
editor = ""
music_composer= ""
assistant_director = ""
regex = r"\{(.*?)\}"
matches = re.finditer(regex, crew, re.MULTILINE | re.DOTALL)
for matchNum, match in enumerate(matches):
for groupNum in range(0, len(match.groups())):
crew_name = match.group(1).split('"name":"')[1].split('",')[0]
crew_job = match.group(1).split('"job":"')[1].split('",')[0]
if (crew_job== "Director"):
director += (crew_name + ",")
if (crew_job== "Screenplay"):
screenplay += (crew_name + ",")
if (crew_job== "Director of Photography"):
dop += (crew_name + ",")
if (crew_job== "Editor"):
editor += (crew_name + ",")
if (crew_job== "Original Music Composer"):
music_composer += (crew_name + ",")
if (crew_job== "Assistant Director"):
assistant_director += (crew_name + ",")
outfileptr.write("%s\t%s\t%s\t%s\t%s\t%s\t%s\t%s\n" %(line2.replace("\n",""),director,cast_data,screenplay,dop,editor,music_composer,assistant_director))
# exit(1)
line1 = inpfileptr1.readline()
def general_metadatadump_to_tsv(filename):
inpfileptr = open(filename,"r")
line = inpfileptr.readline()
outfileptr = open("structured_" + (filename.replace(".txt",".tsv")),"w")
outfileptr.write("TMDB_ID\tAdult\tBudget\tGenre_ID\tGenre_Name\tIMDB_ID\tMovie_Name\tLanguage\tSynopsis\tPopularity\tProduction_Company_IDs\tProduction_Company_Names\tProduction_Country_Names\tRelease_Date\tRunning_Time\tVote_Count\tVote_Average\tRevenue\tTagline\n")
while line:
response = line
response = response[1:len(response)-2]
adult = response.partition('"adult":')[2].split(",")[0]
budget = response.partition('"budget":')[2].split(",")[0]
tmdb_id = response.partition('","id":')[2].split(",")[0]
if(tmdb_id == ""):
tmdb_id = response.partition('null,"id":')[2].split(",")[0]
genres = response.partition('"genres":')[2].split("]")[0]
genres = genres[2:len(genres)-1].replace("{","").replace("}","")
number_of_genres = len(genres.split('"id":'))
genre_id = ""
genre_name = ""
for index in range(1,number_of_genres):
genre_id += (genres.split('"id":')[index].split(",")[0]) + ","
genre_name += (genres.split('"name":')[index].split(",")[0].replace('"','')) + ","
imdb_id = response.partition('"imdb_id":"')[2].split('"')[0]
movie_name = response.partition('"original_title":"')[2].split('"')[0]
language = response.partition('"original_language":"')[2].split('"')[0]
synopsis = response.partition('"overview":"')[2].split('"')[0]
popularity = response.partition('"popularity":')[2].split(",")[0]
production_companies = response.partition('"production_companies":')[2].split("],")[0]
production_companies = production_companies[2:len(production_companies)-1].replace("{","").replace("}","")
number_of_production_companies = len(production_companies.split('"id":'))
production_company_id = ""
production_company_name = ""
production_country_name = ""
for index in range(1,number_of_production_companies):
if (len(production_companies.split('"id":')[index].split(",")) > 0):
production_company_id += (production_companies.split('"id":')[index].split(",")[0]) + ","
if (len(production_companies.split('"name":')[index].split(",")) > 0):
production_company_name += (production_companies.split('"name":')[index].split(",")[0].replace('"','')) + ","
if (len(production_companies.split('"origin_country":')[index].split(",")) > 0):
production_country_name += (production_companies.split('"origin_country":')[index].split(",")[0].replace('"','')) + ","
release_date = response.partition('"release_date":"')[2].split('"')[0]
running_time = response.partition('"runtime":')[2].split(",")[0]
vote_count = response.partition('"vote_count":')[2].split(",")[0]
vote_average = response.partition('"vote_average":')[2].split(",")[0]
revenue = response.partition('"revenue":')[2].split(",")[0]
tagline = response.partition('"tagline":"')[2].split('","title"')[0]
outfileptr.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\n"
%(tmdb_id, adult,budget,genre_id,genre_name,imdb_id,movie_name,language,synopsis,popularity,production_company_id,
production_company_name,production_country_name,release_date,running_time,vote_count,vote_average,revenue,tagline))
outfileptr.flush()
line = inpfileptr.readline()
def main():
url = "https://api.themoviedb.org/3/movie/"
api_key = "?api_key=66c98a5c3b1c83ffaf23f1c8a5326606"
results_path=r"movie_meta_information.csv"
mode = sys.argv[1]
general_meta_data_filename = sys.argv[2]
crew_data_filename = sys.argv[3]
data_type_fetching = sys.argv[4]
if (mode == "api_call"):
file = open(filename,"w")
for i in range(0,100000):
print(i)
if(data_type_fetching == "movie_metadata"):
final_url = url + str(i) + api_key
elif(data_type_fetching == "crew_data"):
final_url = url + str(i) + "/credits" + api_key
try:
with urllib.request.urlopen(final_url) as grabbed_url:
response = grabbed_url.read().decode("utf-8")
file.write(response)
file.write("\n")
file.flush()
except:
continue
elif (mode == "clean_metadata"):
if(data_type_fetching == "movie_metadata"):
general_metadatadump_to_tsv(general_meta_data_filename)
elif(data_type_fetching == "crew_data"):
crewdata_dump_to_tsv(crew_data_filename, general_meta_data_filename)
if __name__ == '__main__':
main()