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authornavanchauhan <navanchauhan@gmail.com>2022-05-20 18:30:27 -0600
committernavanchauhan <navanchauhan@gmail.com>2022-05-20 18:30:27 -0600
commitcdaec2da179b37e0504aa658f0d233198b13f574 (patch)
treed6317cb922a0ff3c568e8e1e17c5b28f6dc4b60f
added code
-rw-r--r--database.py49
-rw-r--r--main.py122
2 files changed, 171 insertions, 0 deletions
diff --git a/database.py b/database.py
new file mode 100644
index 0000000..369cf97
--- /dev/null
+++ b/database.py
@@ -0,0 +1,49 @@
+import sqlalchemy
+from sqlalchemy import create_engine
+from sqlalchemy import Table, Column, Integer, String, MetaData, ForeignKey, PickleType
+from sqlalchemy import insert
+from sqlalchemy.orm import sessionmaker
+from sqlalchemy.exc import IntegrityError
+
+#database_url = "sqlite:///jlm.db"
+
+meta = MetaData()
+
+movies_table = Table(
+ "movies",
+ meta,
+ Column("trakt_id", Integer, primary_key=True, autoincrement=False),
+ Column("title", String),
+ Column("overview", String),
+ Column("genres", String),
+ Column("year", Integer),
+ Column("released", String),
+ Column("runtime", Integer),
+ Column("country", String),
+ Column("language", String),
+ Column("rating", Integer),
+ Column("votes", Integer),
+ Column("comment_count", Integer),
+ Column("tagline", String),
+ Column("embeddings", PickleType)
+
+)
+
+def init_db_stuff(database_url: str):
+ engine = create_engine(database_url)
+ meta.create_all(engine)
+ Session = sessionmaker(bind=engine)
+ return engine, Session
+"""
+ movie = {
+ "title": movie["movie"]["title"],
+ "overview": movie["movie"]["overview"],
+ "genres": movie["movie"]["genres"],
+ "language": movie["movie"]["language"],
+ "year": movie["movie"]["year"],
+ "trakt_id": movie["movie"]["ids"]["trakt"],
+ "released": movie["movie"]["released"],
+ "runtime": movie["movie"]["runtime"],
+ "country": movie["movie"]["country"]
+ }
+""" \ No newline at end of file
diff --git a/main.py b/main.py
new file mode 100644
index 0000000..1030a62
--- /dev/null
+++ b/main.py
@@ -0,0 +1,122 @@
+import requests
+import os
+from database import *
+from tqdm import tqdm
+
+from datetime import datetime
+
+import time
+
+trakt_id = os.getenv("TRAKT_ID")
+trakt_se = os.getenv("TRAKT_SE")
+
+max_requests = 5000 # How many requests do you want to make
+req_count = 0
+
+years = "1900-2021"
+page = 1
+extended = "full" # Required to get additional information
+limit = "10" # No of entires per request
+languages = "en" # Limit to particular language
+
+api_base = "https://api.trakt.tv"
+database_url = "sqlite:///jlm.db"
+
+headers = {
+ "Content-Type": "application/json",
+ "trakt-api-version": "2",
+ "trakt-api-key": trakt_id
+}
+
+params = {
+ "query": "",
+ "years": years,
+ "page": page,
+ "extended": extended,
+ "limit": limit,
+ "languages": languages
+}
+
+
+def create_movie_dict(movie: dict):
+ movie = {
+ "title": movie["movie"]["title"],
+ "overview": movie["movie"]["overview"],
+ "genres": movie["movie"]["genres"],
+ "language": movie["movie"]["language"],
+ "year": int(movie["movie"]["year"]),
+ "trakt_id": movie["movie"]["ids"]["trakt"],
+ "released": movie["movie"]["released"],
+ "runtime": int(movie["movie"]["runtime"]),
+ "country": movie["movie"]["country"],
+ "rating": int(movie["movie"]["rating"]),
+ "votes": int(movie["movie"]["votes"]),
+ "comment_count": int(movie["movie"]["comment_count"]),
+ "tagline": movie["movie"]["tagline"]
+ }
+ return movie
+
+
+
+params["limit"] = 1
+res = requests.get(f"{api_base}/search/movie",headers=headers,params=params)
+total_items = res.headers["x-pagination-item-count"]
+
+print(f"There are {total_items} movies")
+print(f"Started from page {page}")
+
+"""
+movies = []
+params["limit"] = limit
+res = requests.get(f"{api_base}/search/movie",headers=headers,params=params)
+
+if res.status_code == 200:
+ for movie in res.json():
+ movies.append(create_movie_dict(movie))
+ print(create_movie_dict(movie)["title"])
+"""
+engine, Session = init_db_stuff(database_url)
+
+start_time = datetime.now()
+
+for page in tqdm(range(2990,max_requests+10)):
+ if req_count == 999:
+ seconds_to_sleep = 300 - (datetime.now() - start_time).seconds
+ if seconds_to_sleep < 1:
+ seconds_to_sleep = 100
+ print(f"Sleeping {seconds_to_sleep}s")
+ # Need to respect their rate limitting
+ time.sleep(seconds_to_sleep)
+ start_time = datetime.now()
+ req_count = 0
+
+ params["page"] = page
+ params["limit"] = int(int(total_items)/max_requests)
+ movies = []
+ res = requests.get(f"{api_base}/search/movie",headers=headers,params=params)
+
+ if res.status_code == 500:
+ break
+ elif res.status_code == 200:
+ None
+ else:
+ print(f"OwO Code {res.status_code}")
+
+ for movie in res.json():
+ movies.append(create_movie_dict(movie))
+
+ with engine.connect() as conn:
+ for movie in movies:
+ with conn.begin() as trans:
+ stmt = insert(movies_table).values(
+ trakt_id=movie["trakt_id"], title=movie["title"], genres=" ".join(movie["genres"]),
+ language=movie["language"], year=movie["year"], released=movie["released"],
+ runtime=movie["runtime"], country=movie["country"], overview=movie["overview"],
+ rating=movie["rating"], votes=movie["votes"], comment_count=movie["comment_count"],
+ tagline=movie["tagline"])
+ try:
+ result = conn.execute(stmt)
+ trans.commit()
+ except IntegrityError:
+ trans.rollback()
+ req_count += 1