Ich habe versucht, die Filminformationen der TMDb-API mit Python abzurufen
Informationen zu TMDb und TMDb API
TMDb [^ 1](The Movie Database) ist eine Community-basierte Datenbank, die Daten zu Filmen und Fernsehprogrammen sammelt. Dieser Dienst verfügt über eine API [^ 2], und verschiedene Informationen können programmgesteuert abgerufen werden. Um die API nutzen zu können, müssen Sie nach der Registrierung Ihres Kontos einen Antrag auf Verwendung stellen. (Übrigens scheint diese API im Moment keine API-Ratenbeschränkung zu haben![^ 3])
In Python implementiert
- python 3.6.5
Definieren Sie eine Python-Klasse, die auf die API trifft. Dieses Mal werde ich mich auf die Filminformationen konzentrieren und sie ausprobieren. Das Token verwendet ein sogenanntes API-Lesezugriffstoken, das nach Beantragung der API-Verwendung generiert wird.
import requests
import json
from pprint import pprint
class TMDB:
def __init__(self, token):
self.token = token
self.headers_ = {'Authorization': f'Bearer {self.token}', 'Content-Type': 'application/json;charset=utf-8'}
self.base_url_ = 'https://api.themoviedb.org/3/'
self.img_base_url_ = 'https://image.tmdb.org/t/p/w500'
def _json_by_get_request(self, url, params={}):
res = requests.get(url, headers=self.headers_, params=params)
return json.loads(res.text)
def search_movies(self, query):
params = {'query': query}
url = f'{self.base_url_}search/movie'
return self._json_by_get_request(url, params)
def get_movie(self, movie_id):
url = f'{self.base_url_}movie/{movie_id}'
return self._json_by_get_request(url)
def get_movie_account_states(self, movie_id):
url = f'{self.base_url_}movie/{movie_id}/account_states'
return self._json_by_get_request(url)
def get_movie_alternative_titles(self, movie_id, country=None):
url = f'{self.base_url_}movie/{movie_id}/alternative_titles'
return self._json_by_get_request(url)
def get_movie_changes(self, movie_id, start_date=None, end_date=None):
url = f'{self.base_url_}movie/{movie_id}'
return self._json_by_get_request(url)
def get_movie_credits(self, movie_id):
url = f'{self.base_url_}movie/{movie_id}/credits'
return self._json_by_get_request(url)
def get_movie_external_ids(self, movie_id):
url = f'{self.base_url_}movie/{movie_id}/external_ids'
return self._json_by_get_request(url)
def get_movie_images(self, movie_id, language=None):
url = f'{self.base_url_}movie/{movie_id}/images'
return self._json_by_get_request(url)
def get_movie_keywords(self, movie_id):
url = f'{self.base_url_}movie/{movie_id}/keywords'
return self._json_by_get_request(url)
def get_movie_release_dates(self, movie_id):
url = f'{self.base_url_}movie/{movie_id}/release_dates'
return self._json_by_get_request(url)
def get_movie_videos(self, movie_id, language=None):
url = f'{self.base_url_}movie/{movie_id}/videos'
return self._json_by_get_request(url)
def get_movie_translations(self, movie_id):
url = f'{self.base_url_}movie/{movie_id}/translations'
return self._json_by_get_request(url)
def get_movie_recommendations(self, movie_id, language=None):
url = f'{self.base_url_}movie/{movie_id}/recommendations'
return self._json_by_get_request(url)
def get_similar_movies(self, movie_id, language=None):
url = f'{self.base_url_}movie/{movie_id}/similar'
return self._json_by_get_request(url)
def get_movie_reviews(self, movie_id, language=None):
url = f'{self.base_url_}movie/{movie_id}/reviews'
return self._json_by_get_request(url)
def get_movie_lists(self, movie_id, language=None):
url = f'{self.base_url_}movie/{movie_id}/lists'
return self._json_by_get_request(url)
def get_latest_movies(self, language=None):
url = f'{self.base_url_}movie/latest'
return self._json_by_get_request(url)
def get_now_playing_movies(self, language=None, region=None):
url = f'{self.base_url_}movie/now_playing'
return self._json_by_get_request(url)
def get_popular_movies(self, language=None, region=None):
url = f'{self.base_url_}movie/popular'
return self._json_by_get_request(url)
def get_top_rated_movies(self, language=None, region=None):
url = f'{self.base_url_}movie/top_rated'
return self._json_by_get_request(url)
def get_upcoming_movies(self, language=None, region=None):
url = f'{self.base_url_}movie/upcoming'
return self._json_by_get_request(url)
Sie können alle folgenden Ausführungsergebnisse in dem unten verlinkten Notizbuch sehen
https://colab.research.google.com/drive/11jK7yuluSdA-YBAsrm7wmHJpEwJSyE7L?authuser=0
Suche nach Filmen
Erstellen Sie eine Instanz, suchen Sie zuerst nach dem Film und erhalten Sie die ID des Films in dieser API
api = TMDB(token) #Token ersetzt die ausgegebene Zeichenfolge
res = api.search_movies("Ladendiebstahl Familie")
pprint(res)
{'page': 1,
'results': [{'adult': False,
'backdrop_path': '/xOpQ4jIQJ0HSUhVDixZA9yWqVBP.jpg',
'genre_ids': [18, 80],
'id': 505192,
'original_language': 'ja',
'original_title': 'Ladendiebstahl Familie',
'overview': 'After one of their shoplifting sessions, Osamu and '
'his son come across a little girl in the freezing '
'cold. At first reluctant to shelter the girl, '
'Osamu’s wife agrees to take care of her after '
'learning of the hardships she faces. Although the '
'family is poor, barely making enough money to '
'survive through petty crime, they seem to live '
'happily together until an unforeseen incident '
'reveals hidden secrets, testing the bonds that '
'unite them.',
'popularity': 16.385,
'poster_path': '/4nfRUOv3LX5zLn98WS1WqVBk9E9.jpg',
'release_date': '2018-06-02',
'title': 'Shoplifters',
'video': False,
'vote_average': 7.9,
'vote_count': 1128}],
'total_pages': 1,
'total_results': 1}
Genaue Information
Da diesmal nur ein Suchergebnis vorhanden war, geben Sie den ersten Index an und behalten Sie die ID des Films bei. Sie können diese ID angeben, um weitere Informationen zu erhalten
movie_id = res['results'][0]['id']
api.get_movie(movie_id)
#=>
{'adult': False,
'backdrop_path': '/xOpQ4jIQJ0HSUhVDixZA9yWqVBP.jpg',
'belongs_to_collection': None,
'budget': 0,
'genres': [{'id': 18, 'name': 'Drama'}, {'id': 80, 'name': 'Crime'}],
'homepage': 'https://www.shopliftersfilm.com',
'id': 505192,
'imdb_id': 'tt8075192',
'original_language': 'ja',
'original_title': 'Ladendiebstahl Familie',
'overview': 'After one of their shoplifting sessions, Osamu and his son come across a little girl in the freezing cold. At first reluctant to shelter the girl, Osamu’s wife agrees to take care of her after learning of the hardships she faces. Although the family is poor, barely making enough money to survive through petty crime, they seem to live happily together until an unforeseen incident reveals hidden secrets, testing the bonds that unite them.',
'popularity': 16.385,
'poster_path': '/4nfRUOv3LX5zLn98WS1WqVBk9E9.jpg',
'production_companies': [{'id': 84048,
'logo_path': '/nu8Q8IvG2fazeI7axTnUhAvzrqy.png',
'name': 'Gaga Corporation',
'origin_country': 'JP'},
{'id': 3341,
'logo_path': '/dTG5dXE1kU2mpmL9BNnraffckLU.png',
'name': 'Fuji Television Network',
'origin_country': 'JP'},
{'id': 39804,
'logo_path': None,
'name': 'AOI Promotion',
'origin_country': 'JP'},
{'id': 75214, 'logo_path': None, 'name': 'Bunbuku', 'origin_country': 'JP'}],
'production_countries': [{'iso_3166_1': 'JP', 'name': 'Japan'}],
'release_date': '2018-06-02',
'revenue': 0,
'runtime': 121,
'spoken_languages': [{'iso_639_1': 'ja', 'name': 'japanisch'}],
'status': 'Released',
'tagline': '',
'title': 'Shoplifters',
'video': False,
'vote_average': 7.9,
'vote_count': 1128}
Bilder wie Poster
Die Bilder sind in Hintergründe und Poster unterteilt. Hintergründe sind eine einmalige Aufnahme im Film, und Poster können Informationen zu Posterbildern im Land der Vorführung abrufen. Ich werde nur Kulissen als Versuch hinterlassen.
Sie können auch alle Bilder unter den folgenden Links sehen. Es gibt einige, also macht es Spaß, sie anzuschauen (oder besser gesagt, es gibt einige Poster, die die japanische Version nicht hat ...)
https://colab.research.google.com/drive/11jK7yuluSdA-YBAsrm7wmHJpEwJSyE7L?authuser=0#scrollTo=7rpSM-9lrRg8
res = api.get_movie_images(movie_id)
for backdrop in res['backdrops']:
print(f"<img src={api.img_base_url_}{backdrop['file_path']}>")
#=>
Titelunterschiede nach Ländern
Wenn es je nach Land verschiedene Titel gibt, können Sie den Titel für jedes Land erhalten. Ich bin der Meinung, dass es sich bei diesem Bereich um Informationen handelt, die mit anderen Daten und Diensten nur schwer zu erhalten sind.
pprint(api.get_movie_alternative_titles(movie_id))
#=>
{'id': 505192,
'titles': [{'iso_3166_1': 'JP', 'title': 'Manbiki Kazoku', 'type': 'romaji'},
{'iso_3166_1': 'US',
'title': 'Shoplifting Family',
'type': 'literal translation'},
{'iso_3166_1': 'KR', 'title': '어느 가족', 'type': ''},
{'iso_3166_1': 'UA', 'title': 'Магазинні злодюжки', 'type': ''},
{'iso_3166_1': 'GB', 'title': 'Shoplifters', 'type': ''},
{'iso_3166_1': 'JP',
'title': 'Manbiki kazoku (Shoplifters)',
'type': ''},
{'iso_3166_1': 'AR', 'title': 'Somos una familia', 'type': ''},
{'iso_3166_1': 'CN', 'title': 'Kleine Familie', 'type': ''},
{'iso_3166_1': 'BR', 'title': 'Assunto de Família', 'type': ''}]}
Der Umsatz? ,Einkommen?
Der zurückgegebene Wert enthält Budget und Einnahmen, daher scheint es sich um Geld zu handeln, aber diesmal gibt es keine besonderen Informationen, und ich verstehe das nicht gut
pprint(api.get_movie_changes(movie_id, start_date="2018/06/08", end_date="2018/06/15"))
#=>
{'adult': False,
'backdrop_path': '/xOpQ4jIQJ0HSUhVDixZA9yWqVBP.jpg',
'belongs_to_collection': None,
'budget': 0,
'genres': [{'id': 18, 'name': 'Drama'}, {'id': 80, 'name': 'Crime'}],
'homepage': 'https://www.shopliftersfilm.com',
'id': 505192,
'imdb_id': 'tt8075192',
'original_language': 'ja',
'original_title': 'Ladendiebstahl Familie',
'overview': 'After one of their shoplifting sessions, Osamu and his son come '
'across a little girl in the freezing cold. At first reluctant to '
'shelter the girl, Osamu’s wife agrees to take care of her after '
'learning of the hardships she faces. Although the family is '
'poor, barely making enough money to survive through petty crime, '
'they seem to live happily together until an unforeseen incident '
'reveals hidden secrets, testing the bonds that unite them.',
'popularity': 16.385,
'poster_path': '/4nfRUOv3LX5zLn98WS1WqVBk9E9.jpg',
'production_companies': [{'id': 84048,
'logo_path': '/nu8Q8IvG2fazeI7axTnUhAvzrqy.png',
'name': 'Gaga Corporation',
'origin_country': 'JP'},
{'id': 3341,
'logo_path': '/dTG5dXE1kU2mpmL9BNnraffckLU.png',
'name': 'Fuji Television Network',
'origin_country': 'JP'},
{'id': 39804,
'logo_path': None,
'name': 'AOI Promotion',
'origin_country': 'JP'},
{'id': 75214,
'logo_path': None,
'name': 'Bunbuku',
'origin_country': 'JP'}],
'production_countries': [{'iso_3166_1': 'JP', 'name': 'Japan'}],
'release_date': '2018-06-02',
'revenue': 0,
'runtime': 121,
'spoken_languages': [{'iso_639_1': 'ja', 'name': 'japanisch'}],
'status': 'Released',
'tagline': '',
'title': 'Shoplifters',
'video': False,
'vote_average': 7.9,
'vote_count': 1128}
Besetzung, Mitarbeiterinformationen
Es scheint, dass Sie Informationen über die Besetzung und die Mitarbeiter erhalten können, die erschienen sind. Es scheint, dass credit_id auch diesen Daten zugewiesen ist, also von hier Es scheint, dass Sie weitere Informationen über diese Person erhalten können. Es scheint ein Bild zu geben
pprint(api.get_movie_credits(movie_id))
#=>
{'cast': [{'cast_id': 0,
'character': 'Osamu Shibata',
'credit_id': '5a845387c3a3682dbf012ac5',
'gender': 2,
'id': 123739,
'name': 'Lily Franky',
'order': 0,
'profile_path': '/8T3I7KQX0SH6twXsuqe12Sc7Hxr.jpg'},
{'cast_id': 1,
'character': 'Nobuyo Shibata',
'credit_id': '5a845394c3a36862e100c84a',
'gender': 1,
'id': 100766,
'name': 'Sakura Ando',
'order': 1,
'profile_path': '/lR1YVfjMYKCMOHzvY3pHTFM5zSI.jpg'},
...
Stichwort
Schlüsselwörter auf TMDb
pprint(api.get_movie_keywords(movie_id))
#=>
{'id': 505192,
'keywords': [{'id': 1328, 'name': 'secret'},
{'id': 10235, 'name': 'family relationships'},
{'id': 12279, 'name': 'family drama'},
{'id': 12369, 'name': 'tokyo, japan'},
{'id': 12987, 'name': 'poverty'},
{'id': 13014, 'name': 'orphan'},
{'id': 155419, 'name': 'shoplifting'},
{'id': 190823, 'name': 'social realism'},
{'id': 209085, 'name': 'shoplifter'},
{'id': 232817, 'name': 'petty crimes'},
{'id': 241445, 'name': 'asian origins'}]}
Veröffentlichungsdatum
Liste der Veröffentlichungstermine im Screening-Land
pprint(api.get_movie_release_dates(movie_id))
#=>
{'id': 505192,
'results': [{'iso_3166_1': 'TR',
'release_dates': [{'certification': '',
'iso_639_1': '',
'note': 'Filmekimi',
'release_date': '2018-10-06T00:00:00.000Z',
'type': 1},
{'certification': '',
'iso_639_1': '',
'note': '',
'release_date': '2019-01-18T00:00:00.000Z',
'type': 3}]},
{'iso_3166_1': 'HU',
'release_dates': [{'certification': '',
'iso_639_1': '',
'note': '',
'release_date': '2019-01-10T00:00:00.000Z',
'type': 3}]},
...
Trailer Video auf Youtube, Vimeo
pprint(api.get_movie_videos(movie_id))
#=>
{'id': 505192,
'results': [{'id': '5bd4ea970e0a2622dd022b3b',
'iso_3166_1': 'US',
'iso_639_1': 'en',
'key': '9382rwoMiRc',
'name': 'Shoplifters - Official Trailer',
'site': 'YouTube',
'size': 1080,
'type': 'Trailer'}]}
Mit dieser Taste können Sie Youtube-Videos anzeigen
Übersetzung
Sie können eine Übersetzung des zusammenfassenden Satzes sowie des Titels erhalten. Dies scheint auch nur für das Screening-Land zu gelten
pprint(api.get_movie_translations(movie_id))
#=>
{'id': 505192,
'translations': [{'data': {'homepage': '',
'overview': 'Едно семейство живее на ръба на '
'бедността като джебчии на дребно. '
'След един „набег” из магазините, '
'Осаму и синът му откриват едно малко '
'момиченце, изоставено в студа. '
'Съпругата на Осаму решава да помогне '
'на детето, след като научава през '
'какви перипетии е преминало. Всички у '
'дома са задружни и щастливи, въпреки '
'обстоятелствата, които са ги '
'принудили да връзват двата края с '
'помощта на малки кражби всеки ден, но '
'непредвиден инцидент разкрива тайни, '
'които поставят на изпитание връзките '
'между членовете на семейството.',
'runtime': 121,
'tagline': '',
'title': 'Джебчии'},
'english_name': 'Bulgarian',
'iso_3166_1': 'BG',
'iso_639_1': 'bg',
'name': 'български език'},
...
Empfehlung
Es wird eine Empfehlung für diesen Film von TMDb zurückgegeben. Der Algorithmus ist unbekannt
Die erste Empfehlung war ein koreanisches Remake basierend auf Haruki Murakami.
pprint(api.get_movie_recommendations(movie_id))
#=>
{'page': 1,
'results': [{'adult': False,
'backdrop_path': '/v6eOq707lwWFIG96Rv9sSR6lnnT.jpg',
'genre_ids': [9648, 18, 53],
'id': 491584,
'original_language': 'ko',
'original_title': '버닝',
'overview': 'Deliveryman Jongsu is out on a job when he runs '
'into Haemi, a girl who once lived in his '
"neighborhood. She asks if he'd mind looking after "
"her cat while she's away on a trip to Africa. On "
'her return she introduces to Jongsu an enigmatic '
'young man named Ben, who she met during her trip. '
'And one day Ben tells Jongsu about his most unusual '
'hobby...',
'popularity': 19.981,
'poster_path': '/8ak33l6lfvBPmWOMH9sUCOaC6lq.jpg',
'release_date': '2018-05-17',
'title': 'Burning',
'video': False,
'vote_average': 7.4,
'vote_count': 801},
...
Ähnliche Arbeiten
Im Gegensatz zur Empfehlung scheint die Ähnlichkeit anhand der Informationen zu Schlüsselwörtern und Genen berechnet zu werden.
pprint(api.get_similar_movies(movie_id))
#=>
{'page': 1,
'results': [{'adult': False,
'backdrop_path': '/gSIfujGhazIvswp4R9G6tslAqW7.jpg',
'genre_ids': [18, 10751, 14],
'id': 11236,
'original_language': 'en',
'original_title': 'The Secret Garden',
'overview': 'A young British girl born and reared in India loses '
'her neglectful parents in an earthquake. She is '
"returned to England to live at her uncle's castle. "
'Her uncle is very distant due to the loss of his '
'wife ten years before. Neglected once again, she '
'begins exploring the estate and discovers a garden '
'that has been locked and neglected. Aided by one of '
"the servants' boys, she begins restoring the "
'garden, and eventually discovers some other secrets '
'of the manor.',
'popularity': 11.531,
'poster_path': '/2B8yOYHrp0AopX3gk4b7jWH3Q5a.jpg',
'release_date': '1993-08-13',
'title': 'The Secret Garden',
'video': False,
'vote_average': 7.3,
'vote_count': 571},
...
Rezension
Es scheint, dass Nutzerkritiken genommen werden können. Diesmal gab es nichts (Fu)
pprint(api.get_movie_reviews(movie_id))
#=>
{'id': 505192, 'page': 1, 'results': [], 'total_pages': 0, 'total_results': 0}
Liste mit diesem Film
Die Dokumentation sagte, es würde eine Liste zurückgeben, zu der dieser Film gehört. (Was ist eine Liste in TMDb ...)
pprint(api.get_movie_lists(movie_id))
#=>
{'id': 505192,
'page': 1,
'results': [{'description': '',
'favorite_count': 0,
'id': 107706,
'iso_639_1': 'en',
'item_count': 4434,
'list_type': 'movie',
'name': 'Watched Movies',
'poster_path': None},
{'description': 'Vari',
'favorite_count': 0,
'id': 137511,
'iso_639_1': 'en',
'item_count': 89,
'list_type': 'movie',
'name': 'Film esteri',
'poster_path': None},
{'description': '',
'favorite_count': 0,
'id': 130541,
'iso_639_1': 'it',
'item_count': 196,
'list_type': 'movie',
'name': '2020',
'poster_path': None},
...
Späteste Arbeit
Danach ist es ein Format, das aus der gesamten Arbeit extrahiert, nicht aus dem gesuchten Film
pprint(api.get_latest_movies())
#=>
{'adult': False,
'backdrop_path': None,
'belongs_to_collection': None,
'budget': 0,
'genres': [],
'homepage': '',
'id': 761504,
'imdb_id': None,
'original_language': 'fr',
'original_title': 'Otto Skorzeny, chef de commando nazi et agent du Mossad',
'overview': '',
'popularity': 0.0,
'poster_path': None,
'production_companies': [],
'production_countries': [],
'release_date': '',
'revenue': 0,
'runtime': 0,
'spoken_languages': [{'iso_639_1': 'fr', 'name': 'Français'}],
'status': 'Released',
'tagline': '',
'title': 'Otto Skorzeny, chef de commando nazi et agent du Mossad',
'video': False,
'vote_average': 8.0,
'vote_count': 1}
Arbeiten werden veröffentlicht
pprint(api.get_now_playing_movies())
#=>
{'dates': {'maximum': '2020-11-12', 'minimum': '2020-09-25'},
'page': 1,
'results': [{'adult': False,
'backdrop_path': '/86L8wqGMDbwURPni2t7FQ0nDjsH.jpg',
'genre_ids': [28, 53],
'id': 724989,
'original_language': 'en',
'original_title': 'Hard Kill',
'overview': 'The work of billionaire tech CEO Donovan Chalmers '
'is so valuable that he hires mercenaries to protect '
'it, and a terrorist group kidnaps his daughter just '
'to get it.',
'popularity': 2025.862,
'poster_path': '/ugZW8ocsrfgI95pnQ7wrmKDxIe.jpg',
'release_date': '2020-10-23',
'title': 'Hard Kill',
'video': False,
'vote_average': 4.8,
'vote_count': 86},
...
Beliebte Werke
pprint(api.get_popular_movies())
#=>
{'page': 1,
'results': [{'adult': False,
'backdrop_path': '/86L8wqGMDbwURPni2t7FQ0nDjsH.jpg',
'genre_ids': [28, 53],
'id': 724989,
'original_language': 'en',
'original_title': 'Hard Kill',
'overview': 'The work of billionaire tech CEO Donovan Chalmers '
'is so valuable that he hires mercenaries to protect '
'it, and a terrorist group kidnaps his daughter just '
'to get it.',
'popularity': 2025.862,
'poster_path': '/ugZW8ocsrfgI95pnQ7wrmKDxIe.jpg',
'release_date': '2020-10-23',
'title': 'Hard Kill',
'video': False,
'vote_average': 4.8,
'vote_count': 86},
...
Hochpreisige Arbeiten
pprint(api.get_top_rated_movies())
#=>
{'page': 1,
'results': [{'adult': False,
'backdrop_path': '/jtAI6OJIWLWiRItNSZoWjrsUtmi.jpg',
'genre_ids': [10749],
'id': 724089,
'original_language': 'en',
'original_title': "Gabriel's Inferno Part II",
'overview': 'Professor Gabriel Emerson finally learns the truth '
"about Julia Mitchell's identity, but his "
'realization comes a moment too late. Julia is done '
'waiting for the well-respected Dante specialist to '
'remember her and wants nothing more to do with him. '
'Can Gabriel win back her heart before she finds '
"love in another's arms?",
'popularity': 9.491,
'poster_path': '/pci1ArYW7oJ2eyTo2NMYEKHHiCP.jpg',
'release_date': '2020-07-31',
'title': "Gabriel's Inferno Part II",
'video': False,
'vote_average': 8.9,
'vote_count': 915},
...
Werke werden bald veröffentlicht
pprint(api.get_upcoming_movies())
#=>
{'dates': {'maximum': '2020-11-30', 'minimum': '2020-11-13'},
'page': 1,
'results': [{'adult': False,
'backdrop_path': '/8rIoyM6zYXJNjzGseT3MRusMPWl.jpg',
'genre_ids': [14, 10751, 12, 35, 27],
'id': 531219,
'original_language': 'en',
'original_title': "Roald Dahl's The Witches",
'overview': 'In late 1967, a young orphaned boy goes to live '
'with his loving grandma in the rural Alabama town '
'of Demopolis. As the boy and his grandmother '
'encounter some deceptively glamorous but thoroughly '
'diabolical witches, she wisely whisks him away to a '
'seaside resort. Regrettably, they arrive at '
"precisely the same time that the world's Grand High "
'Witch has gathered.',
'popularity': 1867.444,
'poster_path': '/betExZlgK0l7CZ9CsCBVcwO1OjL.jpg',
'release_date': '2020-10-26',
'title': "Roald Dahl's The Witches",
'video': False,
'vote_average': 7.1,
'vote_count': 530},
...
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