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Day 13 - Using a REST API Service
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‎tutorial-reference/Day 13/connect.py

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import requests
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import pprint
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import pandas as pd
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api_key = "<your v3 key>"
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api_key_v4 = "<your v4 key>"
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# HTTP request METHODS
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"""
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GET -> grab data
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POST -> add/update data
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PATCH
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PUT
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DELETE
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"""
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# what's our endpoint (or a url)?
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# what is the HTTP method that we need?
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"""
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Endpoint
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/movie/{movie_id}
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https://api.themoviedb.org/3/movie/550?api_key=075937068a3817fa489588e754320646
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"""
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movie_id = 500
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api_version = 3
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api_base_url = f"https://api.themoviedb.org/{api_version}"
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endpoint_path = f"/movie/{movie_id}"
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endpoint = f"{api_base_url}{endpoint_path}?api_key={api_key}&page=1"
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print(endpoint)
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# r = requests.get(endpoint) # json={"api_key": api_key})
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# print(r.status_code)
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# print(r.text)
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# Using v4
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movie_id = 501
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api_version = 4
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api_base_url = f"https://api.themoviedb.org/{api_version}"
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endpoint_path = f"/movie/{movie_id}"
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endpoint = f"{api_base_url}{endpoint_path}"
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headers = {
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'Authorization': f'Bearer {api_key_v4}',
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'Content-Type': 'application/json;charset=utf-8'
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}
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# r = requests.get(endpoint, headers=headers) # json={"api_key": api_key})
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# print(r.status_code)
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# print(r.text)
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api_base_url = f"https://api.themoviedb.org/{api_version}"
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endpoint_path = f"/search/movie"
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searh_query = "The Matrix"
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endpoint = f"{api_base_url}{endpoint_path}?api_key={api_key}&query={searh_query}"
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# print(endpoint)
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r = requests.get(endpoint)
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# pprint.pprint(r.json())
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if r.status_code in range(200, 299):
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data = r.json()
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results = data['results']
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if len(results) > 0:
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# print(results[0].keys())
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movie_ids = set()
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for result in results:
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_id = result['id']
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# print(result['title'], _id)
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movie_ids.add(_id)
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# print(list(movie_ids))
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output = 'movies.csv'
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movie_data = []
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for movie_id in movie_ids:
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api_version = 3
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api_base_url = f"https://api.themoviedb.org/{api_version}"
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endpoint_path = f"/movie/{movie_id}"
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endpoint = f"{api_base_url}{endpoint_path}?api_key={api_key}"
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r = requests.get(endpoint)
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if r.status_code in range(200, 299):
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data = r.json()
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movie_data.append(data)
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df = pd.DataFrame(movie_data)
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print(df.head())
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df.to_csv(output, index=False)

‎tutorial-reference/Day 13/movies.csv

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adult,backdrop_path,belongs_to_collection,budget,genres,homepage,id,imdb_id,original_language,original_title,overview,popularity,poster_path,production_companies,production_countries,release_date,revenue,runtime,spoken_languages,status,tagline,title,video,vote_average,vote_count
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False,,,0,"[{'id': 99, 'name': 'Documentary'}, {'id': 28, 'name': 'Action'}, {'id': 878, 'name': 'Science Fiction'}]",,684426,tt0371397,en,The Matrix: What Is the Concept?,This documentary takes you though a comparison of the conceptual art and the final scenes.,0.655,/hSTervHaROcTd8Ir3DPfepN80dL.jpg,[],[],1999-09-21,0,11.0,[],Released,,The Matrix: What Is the Concept?,False,0.0,0
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False,,,0,"[{'id': 99, 'name': 'Documentary'}, {'id': 28, 'name': 'Action'}, {'id': 878, 'name': 'Science Fiction'}]",,684428,tt0371396,en,The Matrix: What Is Bullet-Time?,"Special Effects wizard John Gaeta demonstrates how the ""Bullet-Time"" effects were created for the film Matrix, The (1999).",0.6,/hSTervHaROcTd8Ir3DPfepN80dL.jpg,[],[],1999-09-21,0,6.0,[],Released,,The Matrix: What Is Bullet-Time?,False,0.0,0
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False,,,0,"[{'id': 99, 'name': 'Documentary'}, {'id': 28, 'name': 'Action'}, {'id': 878, 'name': 'Science Fiction'}]",,684431,tt0365467,en,Making 'The Matrix',"A promotional making-of documentary for the film Matrix, The (1999) that devotes its time to explaining the digital and practical effects contained in the film. This is very interesting, seeing as how they're giving away the cinematic secrets that they created solely for the this movie, that have now been spoofed and referenced in countless other films.",0.6,/hSTervHaROcTd8Ir3DPfepN80dL.jpg,[],[],1999-09-21,0,26.0,[],Released,,Making 'The Matrix',False,0.0,0
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False,,,0,"[{'id': 99, 'name': 'Documentary'}]",,174615,tt0439783,en,Return to Source: The Philosophy of The Matrix,"An hour long discussion on the philosophical concepts that inspired, and are presented in the trilogy. This is one of the two feature-length documentaries on disc number 8 of the 10-Disc Ultimate Set.",1.541,,[],[],2004-12-07,0,61.0,[],Released,,Return to Source: The Philosophy of The Matrix,False,7.2,9
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False,,,0,"[{'id': 99, 'name': 'Documentary'}]",,371610,,en,David Icke - Secrets of the Matrix,"Since 1990 David Icke has been on an amazing journey of self and collective discovery to establish the real power behind apparently ""random"" world events like 9/11 and the ""war on terrorism"". Here he reveals that a network of interbreeding bloodlines manipulating through their web of interconnecting secret societies have been pursuing an agenda for thousands of years to impose a globally centralized fascist state with total control and surveillance of the population. The attacks of September 11th - not the work of ""bin Laden"" - and the subsequent ""war on terrorism"" are a means through which this is designed to be achieved. Over more than six hours and with hundreds of illustrations, David Icke also reveals the illusion that is life in this ""physical"" reality. How is the ""world"" a provable illusion - just a lucid dream? How do we create it and how can we change the dream to one that we would like to experience?",2.498,,[],[],2004-10-05,0,360.0,[],Released,,David Icke - Secrets of the Matrix,False,0.0,0
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False,,,0,[],,344225,tt0274085,en,Sex and the Matrix,"A spoof created for the 2000 MTV Movie Awards, combining The Matrix and ""Sex in the City"".",1.4,,[],[],2000-01-01,0,6.0,[],Released,,Sex and the Matrix,False,7.0,2
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False,,,0,"[{'id': 99, 'name': 'Documentary'}]",,274866,,en,The Roots of the Matrix,"Disc 8 of 10 of 'The Matrix: Ultimate Edition': Probe the philosophical and technological inspirations of The Matrix Trilogy through two insightful documentaries: - Return to Source: Philosophy &amp; The Matrix documentary – Scholars, philosophers and theorists deconstruct the intellectual underpinnings of the trilogy - The Hard Problem: The Science Behind the Fiction documentary – Is the notion of a real Matrix plausible? An investigation of the technologies that inspire the metaphor of the Matrix.",0.992,/qmOtnpPihV3Wj6ukpiNIgzo4Ax7.jpg,[],[],2004-12-07,0,190.0,"[{'iso_639_1': 'en', 'name': 'English'}]",Released,,The Roots of the Matrix,False,7.5,2
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False,,,0,"[{'id': 99, 'name': 'Documentary'}, {'id': 878, 'name': 'Science Fiction'}]",,221495,tt0410519,en,The Matrix Recalibrated,"The making of Matrix Revolutions, The (2003) is briefly touched on here in this documentary. Interviews with various cast and crew members inform us how they were affected by the deaths of Gloria Foster and Aaliyah, and also delve into the making of the visual effects that takes up a lot of screen time. Written by Rhyl Donnelly",3.595,,"[{'id': 174, 'logo_path': '/IuAlhI9eVC9Z8UQWOIDdWRKSEJ.png', 'name': 'Warner Bros. Pictures', 'origin_country': 'US'}]","[{'iso_3166_1': 'US', 'name': 'United States of America'}]",2004-04-06,0,27.0,"[{'iso_639_1': 'en', 'name': 'English'}]",Released,,The Matrix Recalibrated,False,6.8,22
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False,,,0,"[{'id': 99, 'name': 'Documentary'}, {'id': 28, 'name': 'Action'}, {'id': 878, 'name': 'Science Fiction'}]",,684729,tt5319982,en,The Matrix Reloaded: Car Chase,"This thirty-minute documentary follows the Wachowski brothers and the film's crew through production on the film's famed highway chase sequence. We get interviews with the visual effects supervisors, the stunt coordinators and even are taken through aspects of pre-production and planning for the scene. Then the documentary moves into production, the scariest aspect of which is certainly Carrie Anne-Moss trying to learn to ride a motorcycle good enough to do so safely without helmet for the scene. We also watch as the stretch of freeway used in the film is being built.",0.6,/zkpzfTyF7BjadH1PZKlC6kueWXf.jpg,[],[],2004-12-07,0,30.0,[],Released,,The Matrix Reloaded: Car Chase,False,0.0,0
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False,,,0,"[{'id': 99, 'name': 'Documentary'}, {'id': 28, 'name': 'Action'}, {'id': 878, 'name': 'Science Fiction'}]",,684731,tt5319604,en,The Matrix Reloaded: Pre-Load,"This making-of piece offers the standard mix of movie snippets, behind the scenes materials, and interviews from cast and crew on the making of the film.",0.628,/zkpzfTyF7BjadH1PZKlC6kueWXf.jpg,[],[],2003-10-14,0,22.0,[],Released,,The Matrix Reloaded: Pre-Load,False,0.0,0
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False,,,0,"[{'id': 99, 'name': 'Documentary'}, {'id': 28, 'name': 'Action'}, {'id': 878, 'name': 'Science Fiction'}]",,684735,tt0391319,en,Making 'Enter the Matrix',"A look at Enter the Matrix: The game's story picks up just before The Matrix Reloaded and runs parallel to that of the film. Bend the rules of the Matrix with martial arts, pilot the fastest hovercraft in the fleet, or just fight with lots of guns.",0.842,/645ZsitYflnN1tlNpllSvDQXoQ0.jpg,[],[],2003-10-14,0,28.0,[],Released,,Making 'Enter the Matrix',False,0.0,0
13+
False,,,0,"[{'id': 99, 'name': 'Documentary'}]",,503880,tt1830851,en,The Matrix Revolutions Revisited,The making of The Matrix Revolutions: The cataclysmic final confrontation chronicled through six documentary pods revealing 28 featurettes,1.176,,[],[],2004-12-07,0,,"[{'iso_639_1': 'en', 'name': 'English'}]",Released,,The Matrix Revolutions Revisited,False,10.0,2
14+
False,/htYaLEQ41N2Ls7mhWvgP8JD21E3.jpg,,0,"[{'id': 99, 'name': 'Documentary'}]",,505806,,en,A Glitch in the Matrix,"In 'A Glitch in the Matrix', journalist David Fuller analyzes and assesses Dr. Jordan B Peterson's recent viral interview with Cathy Newman, unpacking the deeper political, psychological and archetypal levels of the clash.",0.642,/7vZPj3lFSc6eJsLk5nzvqacvrGR.jpg,[],[],2018-02-17,0,54.0,"[{'iso_639_1': 'en', 'name': 'English'}]",Released,"Jordan Peterson, the Intellectual Dark Web & the Mainstream Media",A Glitch in the Matrix,False,4.0,1
15+
False,/lBdXACywnLwKUZmZkZ87djDQBeV.jpg,,0,"[{'id': 99, 'name': 'Documentary'}]",,14543,tt0295432,en,The Matrix Revisited,The film goes behind the scenes of the 1999 sci-fi movie The Matrix.,9.295,/oNZK87GPiBPYfQnDJapungYlRyQ.jpg,[],"[{'iso_3166_1': 'US', 'name': 'United States of America'}]",2001-11-19,0,123.0,"[{'iso_639_1': 'en', 'name': 'English'}]",Released,,The Matrix Revisited,False,6.9,117
16+
False,,,0,"[{'id': 99, 'name': 'Documentary'}]",,591955,tt1830850,en,The Matrix Reloaded Revisited,The making of The Matrix Reloaded: Go to the middle movies furthest reaches via five documentary paths revealing 21 featurettes,1.457,,[],"[{'iso_3166_1': 'US', 'name': 'United States of America'}]",2004-12-07,0,,"[{'iso_639_1': 'en', 'name': 'English'}]",Released,,The Matrix Reloaded Revisited,False,10.0,1
17+
False,/icmmSD4vTTDKOq2vvdulafOGw93.jpg,"{'id': 2344, 'name': 'The Matrix Collection', 'poster_path': '/lh4aGpd3U9rm9B8Oqr6CUgQLtZL.jpg', 'backdrop_path': '/RhUxjzNojIJsdZSYTn0CQvdKsn.jpg'}",63000000,"[{'id': 28, 'name': 'Action'}, {'id': 878, 'name': 'Science Fiction'}]",http://www.warnerbros.com/matrix,603,tt0133093,en,The Matrix,"Set in the 22nd century, The Matrix tells the story of a computer hacker who joins a group of underground insurgents fighting the vast and powerful computers who now rule the earth.",39.096,/hEpWvX6Bp79eLxY1kX5ZZJcme5U.jpg,"[{'id': 79, 'logo_path': '/tpFpsqbleCzEE2p5EgvUq6ozfCA.png', 'name': 'Village Roadshow Pictures', 'origin_country': 'US'}, {'id': 372, 'logo_path': None, 'name': 'Groucho II Film Partnership', 'origin_country': ''}, {'id': 1885, 'logo_path': '/xlvoOZr4s1PygosrwZyolIFe5xs.png', 'name': 'Silver Pictures', 'origin_country': 'US'}, {'id': 174, 'logo_path': '/IuAlhI9eVC9Z8UQWOIDdWRKSEJ.png', 'name': 'Warner Bros. Pictures', 'origin_country': 'US'}]","[{'iso_3166_1': 'AU', 'name': 'Australia'}, {'iso_3166_1': 'US', 'name': 'United States of America'}]",1999-03-30,463517383,136.0,"[{'iso_639_1': 'en', 'name': 'English'}]",Released,Welcome to the Real World.,The Matrix,False,8.1,16408
18+
False,,"{'id': 2344, 'name': 'The Matrix Collection', 'poster_path': '/lh4aGpd3U9rm9B8Oqr6CUgQLtZL.jpg', 'backdrop_path': '/RhUxjzNojIJsdZSYTn0CQvdKsn.jpg'}",0,"[{'id': 28, 'name': 'Action'}, {'id': 878, 'name': 'Science Fiction'}]",,624860,tt10838180,en,The Matrix 4,The fourth installment in The Matrix franchise. Plot unknown.,6.972,/uoQfAYR1NTax9akJ1ceeQTKNXeo.jpg,"[{'id': 174, 'logo_path': '/IuAlhI9eVC9Z8UQWOIDdWRKSEJ.png', 'name': 'Warner Bros. Pictures', 'origin_country': 'US'}, {'id': 79, 'logo_path': '/tpFpsqbleCzEE2p5EgvUq6ozfCA.png', 'name': 'Village Roadshow Pictures', 'origin_country': 'US'}]","[{'iso_3166_1': 'AU', 'name': 'Australia'}, {'iso_3166_1': 'US', 'name': 'United States of America'}]",2021-05-19,0,0.0,"[{'iso_639_1': 'en', 'name': 'English'}]",In Production,,The Matrix 4,False,0.0,0
19+
False,/pdVHUsb2eEz9ALNTr6wfRJe5xVa.jpg,"{'id': 2344, 'name': 'The Matrix Collection', 'poster_path': '/lh4aGpd3U9rm9B8Oqr6CUgQLtZL.jpg', 'backdrop_path': '/RhUxjzNojIJsdZSYTn0CQvdKsn.jpg'}",150000000,"[{'id': 12, 'name': 'Adventure'}, {'id': 28, 'name': 'Action'}, {'id': 53, 'name': 'Thriller'}, {'id': 878, 'name': 'Science Fiction'}]",,605,tt0242653,en,The Matrix Revolutions,The human city of Zion defends itself against the massive invasion of the machines as Neo fights to end the war at another front while also opposing the rogue Agent Smith.,19.785,/sKogjhfs5q3azmpW7DFKKAeLEG8.jpg,"[{'id': 1885, 'logo_path': '/xlvoOZr4s1PygosrwZyolIFe5xs.png', 'name': 'Silver Pictures', 'origin_country': 'US'}, {'id': 79, 'logo_path': '/tpFpsqbleCzEE2p5EgvUq6ozfCA.png', 'name': 'Village Roadshow Pictures', 'origin_country': 'US'}, {'id': 172, 'logo_path': None, 'name': 'NPV Entertainment', 'origin_country': ''}, {'id': 174, 'logo_path': '/IuAlhI9eVC9Z8UQWOIDdWRKSEJ.png', 'name': 'Warner Bros. Pictures', 'origin_country': 'US'}]","[{'iso_3166_1': 'US', 'name': 'United States of America'}, {'iso_3166_1': 'AU', 'name': 'Australia'}]",2003-11-03,424988211,129.0,"[{'iso_639_1': 'en', 'name': 'English'}, {'iso_639_1': 'fr', 'name': 'Français'}]",Released,Everything that has a beginning has an end.,The Matrix Revolutions,False,6.6,5891
20+
False,/Fp3piEuHXxKnPBO5R0Wj4wjZHg.jpg,"{'id': 2344, 'name': 'The Matrix Collection', 'poster_path': '/lh4aGpd3U9rm9B8Oqr6CUgQLtZL.jpg', 'backdrop_path': '/RhUxjzNojIJsdZSYTn0CQvdKsn.jpg'}",150000000,"[{'id': 12, 'name': 'Adventure'}, {'id': 28, 'name': 'Action'}, {'id': 53, 'name': 'Thriller'}, {'id': 878, 'name': 'Science Fiction'}]",,604,tt0234215,en,The Matrix Reloaded,"Six months after the events depicted in The Matrix, Neo has proved to be a good omen for the free humans, as more and more humans are being freed from the matrix and brought to Zion, the one and only stronghold of the Resistance. Neo himself has discovered his superpowers including super speed, ability to see the codes of the things inside the matrix and a certain degree of pre-cognition. But a nasty piece of news hits the human resistance: 250,000 machine sentinels are digging to Zion and would reach them in 72 hours. As Zion prepares for the ultimate war, Neo, Morpheus and Trinity are advised by the Oracle to find the Keymaker who would help them reach the Source. Meanwhile Neo's recurrent dreams depicting Trinity's death have got him worried and as if it was not enough, Agent Smith has somehow escaped deletion, has become more powerful than before and has fixed Neo as his next target.",24.421,/ezIurBz2fdUc68d98Fp9dRf5ihv.jpg,"[{'id': 375, 'logo_path': None, 'name': 'Heineken Branded Entertainment', 'origin_country': ''}, {'id': 79, 'logo_path': '/tpFpsqbleCzEE2p5EgvUq6ozfCA.png', 'name': 'Village Roadshow Pictures', 'origin_country': 'US'}, {'id': 1885, 'logo_path': '/xlvoOZr4s1PygosrwZyolIFe5xs.png', 'name': 'Silver Pictures', 'origin_country': 'US'}, {'id': 172, 'logo_path': None, 'name': 'NPV Entertainment', 'origin_country': ''}, {'id': 174, 'logo_path': '/IuAlhI9eVC9Z8UQWOIDdWRKSEJ.png', 'name': 'Warner Bros. Pictures', 'origin_country': 'US'}]","[{'iso_3166_1': 'AU', 'name': 'Australia'}, {'iso_3166_1': 'US', 'name': 'United States of America'}]",2003-05-15,738599701,138.0,"[{'iso_639_1': 'en', 'name': 'English'}]",Released,Free your mind.,The Matrix Reloaded,False,6.9,6573
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False,,,5000,"[{'id': 99, 'name': 'Documentary'}]",http://www.uaff-films.com/,26214,tt1595473,en,The American Matrix - Age Of Deception,"A shocking new 2 hour film by B.A. Brooks. This 2010 release is a follow up to ""The Decline And Fall Of America"" which was released in 2008. ""The American Matrix - Age Of Deception"" details news items that all people should be aware of such as the economic collapse of The United States and the formation of the a New World Order. See what has really been going on in America today.",4.339,,[],"[{'iso_3166_1': 'US', 'name': 'United States of America'}]",2010-01-01,0,120.0,"[{'iso_639_1': 'en', 'name': 'English'}]",Released,,The American Matrix - Age Of Deception,False,5.0,9

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