Question 19953 in Amazon Web Sevices Question posted in
The official Amazon Web Services documentation can be found here.

How to use aws-sdk-v3 to search in opensearch with nodejs

I have a nodejs lambda function that needs to search into an opensearch DB. I want to use the aws-sdk-v3. I found the doc here for OpenSearchClient:

https://github.com/aws/aws-sdk-js-v3/tree/246d6534c53dcf9bd2eb6a620cb5b6c04b27451a/clients/client-opensearch

But as you see, there is almost nothing explained there. For example, I have to create a AcceptInboundConnectionCommand with "params", but there are no explanations what are the properties required for this "params" object.

When I search "AcceptInboundConnectionCommand" on google, there is only 3 results… Is this SDK usable ? Or is still a prototype or something ?

Tags:

2

Answers


  1. 0

    You use the AWS SDK to manage the infrastructure of the OpenSearch cluster/domain. You don’t use the AWS SDK to make search requests to OpenSearch.

    Use the OpenSearch JavaScript client.

    Login or Signup to reply.
  2. 0

    OpenSearch javascript SDK Client is going to let you achieve it as follows.

    Enter the DOMAIN_URL as the environment variable that your function code retrieves.

    const AWS = require('aws-sdk');

var region = 'us-east-1';
var domain = process.env.DOMAIN_URL; // e.g. search-domain.region.es.amazonaws.com
var index = 'marvel_movies';
var api_type = '_search';

const searchDocument = async (key) => {
    try {

        let query = {
            "size": 25,
            "query": {
                "multi_match": {
                    "query": key,
                    "fields": ["Title^4", "Plot^2", "Cast"]
                }
            }
        };
        //creating a request body
        var endpoint = new AWS.Endpoint(domain); //creating Endpoint
        var request = new AWS.HttpRequest(endpoint, region); //creating request body with endpoint and region
        request.method = 'GET';  // method PUT, POST, GET & Delete
        request.path += index + '/' + api_type + '/';
        request.body = JSON.stringify(query);
        request.headers['host'] = domain;
        request.headers['Content-Type'] = 'application/json';
        request.headers['Content-Length'] = Buffer.byteLength(request.body);

        console.log('OpenSearch Request: ', { request });


        //Signing the request with authorized credentails like IAM user or role
        var credentials = new AWS.EnvironmentCredentials('AWS');
        var signer = new AWS.Signers.V4(request, 'es');
        signer.addAuthorization(credentials, new Date());

        //http request to the server
        var client = new AWS.HttpClient();
        return new Promise((resolve, reject) => {
            client.handleRequest(
                request,
                null,
                function (response) {
                    console.log(response.statusCode + ' ' + response.statusMessage);
                    var responseBody = '';
                    response.on('data', function (chunk) {
                        responseBody += chunk;
                    });
                    response.on('end', function (chunk) {
                        console.log('Response body: ' + responseBody);
                        resolve(responseBody);
                    });
                },
                function (error) {
                    console.log('Error: ' + error);
                    reject(error);
                }
            );
        });
    } catch (err) {
        console.log(err);
    }
};

exports.handler = async (event) => {

    console.log("Event: ", JSON.stringify(event));

    const key = event.queryStringParameters.key;
    console.log("key", key);

    //calling the function to query
    let res = await searchDocument(key);
    console.log("Results Fetched..........");
    res = JSON.parse(res);

    //remove additional data
    let records = [];
    res.hits.hits.forEach(data => {
        records.push(data._source);
    });

    // TODO implement
    const response = {
        statusCode: 200,
        body: JSON.stringify(records)
    };
    return response;

};

    This lambda function code uses the following dataset to make the query, which you can upload to your OpenSearch cluster using "_bulk" API.

    user="admin"
pass="your_password"
domain_url="https://subdomain.example.com"
index="marvel_movies"
api_op="_bulk"
path_to_file="bulk.json"

curl -XPOST -u $user:$pass $domain_url/$index/$api_op --data-binary @$path_to_file -H 'Content-Type: application/json'

    Save the following data as bulk.json

    {"index":{"_id":1}}
{"Crawl Timestamp":"2019-05-29 12:32:00 +0000","Pageurl":"https://www.imdb.com/title/tt6791350/","Title":"Guardians of the Galaxy Vol. 3 (2021) - IMDb","Genres":"","Release Date":"","Movie Rating":"","Review Rating":0.0,"Movie Run Time":"","Plot":"Directed by James Gunn. With Elizabeth Debicki, Chris Pratt, Pom Klementieff, Dave Bautista. Plot unknown. Third installment of the 'Guardians of the Galaxy franchise.","Cast":"","Language":"English","Filming Locations":"","Budget":"","Collection":"","Collection Date":""}
{"index":{"_id":2}}
{"Crawl Timestamp":"2019-05-29 12:30:33 +0000","Pageurl":"https://www.imdb.com/title/tt1228705/","Title":"Iron Man 2 (2010) - IMDb","Genres":"Action|Adventure|Sci-Fi","Release Date":"7 May 2010 (USA)","Movie Rating":"PG-13","Review Rating":7.0,"Movie Run Time":"124 min","Plot":"Directed by Jon Favreau. With Robert Downey Jr., Mickey Rourke, Gwyneth Paltrow, and Don Cheadle. With the world now aware of his identity as Iron Man, Tony Stark must contend with both his declining health and a vengeful madman with ties to his father's legacy.","Cast":"Robert Downey Jr.|Mickey Rourke|Gwyneth Paltrow|Don Cheadle","Language":"English|French|Russian","Filming Locations":"D.C. Stages, 1360 East 6th Street, Downtown, Los Angeles, California, USA","Budget":"$200,000,000","Collection":"$623,933,331,","Collection Date":"19 August 2010"}
{"index":{"_id":3}}
{"Crawl Timestamp":"2019-05-29 12:31:05 +0000","Pageurl":"https://www.imdb.com/title/tt2015381/","Title":"Guardians of the Galaxy (2014) - IMDb","Genres":"Action|Adventure|Comedy|Sci-Fi","Release Date":"1 August 2014 (USA)","Movie Rating":"PG-13","Review Rating":8.1,"Movie Run Time":"121 min","Plot":"Directed by James Gunn. With Chris Pratt, Vin Diesel, Bradley Cooper, Zoe Saldana. A group of intergalactic criminals must pull together to stop a fanatical warrior with plans to purge the universe.","Cast":"Chris Pratt|Vin Diesel|Bradley Cooper|Zoe Saldana","Language":"English","Filming Locations":"Shepperton Studios, Shepperton, Surrey, England, UK","Budget":"$170,000,000","Collection":"$774,176,600","Collection Date":""}
{"index":{"_id":4}}
{"Crawl Timestamp":"2019-05-29 12:31:37 +0000","Pageurl":"https://www.imdb.com/title/tt1825683/","Title":"Black Panther (2018) - IMDb","Genres":"Action|Adventure|Sci-Fi","Release Date":"16 February 2018 (USA)","Movie Rating":"PG-13","Review Rating":7.3,"Movie Run Time":"134 min","Plot":"Directed by Ryan Coogler. With Chadwick Boseman, Michael B. Jordan, Lupita Nyong'o, and Danai Gurira. T'Challa, heir to the hidden but advanced kingdom of Wakanda, must step forward to lead his people into a new future and must confront a challenger from his country's past.","Cast":"Chadwick Boseman|Michael B. Jordan|Lupita Nyong'o|Danai Gurira","Language":"English|Swahili|Nama|Xhosa|Korean","Filming Locations":"Pinewood Atlanta Studios, 461 Sandy Creek Road, Fayetteville, Georgia, USA","Budget":"$200,000,000","Collection":"$1,347,071,259","Collection Date":""}
{"index":{"_id":5}}
{"Crawl Timestamp":"2019-05-29 12:30:49 +0000","Pageurl":"https://www.imdb.com/title/tt1300854/","Title":"Iron Man 3 (2013) - IMDb","Genres":"Action|Adventure|Sci-Fi","Release Date":"3 May 2013 (USA)","Movie Rating":"PG-13","Review Rating":7.2,"Movie Run Time":"130 min","Plot":"Directed by Shane Black. With Robert Downey Jr., Guy Pearce, Gwyneth Paltrow, and Don Cheadle. When Tony Stark's world is torn apart by a formidable terrorist called the Mandarin, he starts an odyssey of rebuilding and retribution.","Cast":"Robert Downey Jr.|Guy Pearce|Gwyneth Paltrow|Don Cheadle","Language":"English","Filming Locations":"Cary, North Carolina, USA","Budget":"$200,000,000","Collection":"$1,215,439,994","Collection Date":""}
{"index":{"_id":6}}
{"Crawl Timestamp":"2019-05-29 12:30:25 +0000","Pageurl":"https://www.imdb.com/title/tt0800080/","Title":"The Incredible Hulk (2008) - IMDb","Genres":"Action|Adventure|Sci-Fi","Release Date":"13 June 2008 (USA)","Movie Rating":"PG-13","Review Rating":6.7,"Movie Run Time":"112 min","Plot":"Directed by Louis Leterrier. With Edward Norton, Liv Tyler, Tim Roth, William Hurt. Bruce Banner, a scientist on the run from the U.S. Government, must find a cure for the monster he turns into, whenever he loses his temper.","Cast":"Edward Norton|Liv Tyler|Tim Roth|William Hurt","Language":"English|Portuguese|Spanish","Filming Locations":"Cherry Street Bridge, Toronto, Ontario, Canada","Budget":"$150,000,000","Collection":"$263,427,551","Collection Date":""}
{"index":{"_id":7}}
{"Crawl Timestamp":"2019-05-29 12:31:49 +0000","Pageurl":"https://www.imdb.com/title/tt4154664/","Title":"Captain Marvel (2019) - IMDb","Genres":"Action|Adventure|Sci-Fi","Release Date":"8 March 2019 (USA)","Movie Rating":"PG-13","Review Rating":7.1,"Movie Run Time":"123 min","Plot":"Directed by Anna Boden, Ryan Fleck. With Brie Larson, Samuel L. Jackson, Ben Mendelsohn, and Jude Law. Carol Danvers becomes one of the universe's most powerful heroes when Earth is caught in the middle of a galactic war between two alien races.","Cast":"Brie Larson|Samuel L. Jackson|Ben Mendelsohn|Jude Law","Language":"English","Filming Locations":"Los Angeles, California, USA","Budget":"","Collection":"$1,126,318,317,","Collection Date":"20 May 2019"}
{"index":{"_id":8}}
{"Crawl Timestamp":"2019-05-29 12:30:21 +0000","Pageurl":"https://www.imdb.com/title/tt0371746/","Title":"Iron Man (2008) - IMDb","Genres":"Action|Adventure|Sci-Fi","Release Date":"2 May 2008 (USA)","Movie Rating":"PG-13","Review Rating":7.9,"Movie Run Time":"126 min","Plot":"Directed by Jon Favreau. With Robert Downey Jr., Gwyneth Paltrow, Terrence Howard, and Jeff Bridges. After being held captive in an Afghan cave, billionaire engineer Tony Stark creates a unique weaponized suit of armor to fight evil.","Cast":"Robert Downey Jr.|Gwyneth Paltrow|Terrence Howard|Jeff Bridges","Language":"English|Persian|Urdu|Arabic|Hungarian","Filming Locations":"Palmdale Regional Airport, Palmdale, California, USA","Budget":"$140,000,000","Collection":"$585,174,222,","Collection Date":"2 October 2008"}
{"index":{"_id":9}}
{"Crawl Timestamp":"2019-05-29 12:30:38 +0000","Pageurl":"https://www.imdb.com/title/tt0800369/","Title":"Thor (2011) - IMDb","Genres":"Action|Adventure|Fantasy|Sci-Fi","Release Date":"6 May 2011 (USA)","Movie Rating":"PG-13","Review Rating":7.0,"Movie Run Time":"115 min","Plot":"Directed by Kenneth Branagh. With Chris Hemsworth, Anthony Hopkins, Natalie Portman, and Tom Hiddleston. The powerful but arrogant god Thor (Chris Hemsworth) is cast out of Asgard to live amongst humans in Midgard (Earth), where he soon becomes one of their finest defenders.","Cast":"Chris Hemsworth|Anthony Hopkins|Natalie Portman|Tom Hiddleston","Language":"English","Filming Locations":"Galisteo, New Mexico, USA","Budget":"$150,000,000","Collection":"$449,326,618","Collection Date":""}
{"index":{"_id":10}}
{"Crawl Timestamp":"2019-05-29 12:31:19 +0000","Pageurl":"https://www.imdb.com/title/tt3498820/","Title":"Captain America: Civil War (2016) - IMDb","Genres":"Action|Adventure|Sci-Fi","Release Date":"6 May 2016 (USA)","Movie Rating":"PG-13","Review Rating":7.8,"Movie Run Time":"147 min","Plot":"Directed by Anthony Russo, Joe Russo. With Chris Evans, Robert Downey Jr., Scarlett Johansson, and Sebastian Stan. Political involvement in the Avengers' affairs causes a rift between Captain America and Iron Man.","Cast":"Chris Evans|Robert Downey Jr.|Scarlett Johansson|Sebastian Stan","Language":"English|German|Xhosa|Russian|Romanian|Hindi","Filming Locations":"Atlanta, Georgia, USA","Budget":"$250,000,000","Collection":"$1,153,304,495","Collection Date":""}
{"index":{"_id":11}}
{"Crawl Timestamp":"2019-05-29 12:31:57 +0000","Pageurl":"https://www.imdb.com/title/tt6320628/","Title":"Spider-Man: Far from Home (2019) - IMDb","Genres":"","Release Date":"2 July 2019 (USA)","Movie Rating":"","Review Rating":7.5,"Movie Run Time":"","Plot":"Directed by Jon Watts. With Zendaya, Tom Holland, Marisa Tomei, Jake Gyllenhaal. Following the events of Avengers: Endgame, Spider-Man must step up to take on new threats in a world that has changed forever.","Cast":"","Language":"English","Filming Locations":"Hertfordshire, England, UK","Budget":"","Collection":"","Collection Date":""}
{"index":{"_id":12}}
{"Crawl Timestamp":"2019-05-29 12:31:41 +0000","Pageurl":"https://www.imdb.com/title/tt4154756/","Title":"Avengers: Infinity War (2018) - IMDb","Genres":"Action|Adventure|Sci-Fi","Release Date":"27 April 2018 (USA)","Movie Rating":"PG-13","Review Rating":8.5,"Movie Run Time":"149 min","Plot":"Directed by Anthony Russo, Joe Russo. With Robert Downey Jr., Chris Hemsworth, Mark Ruffalo, and Chris Evans. The Avengers and their allies must be willing to sacrifice all in an attempt to defeat the powerful Thanos before his blitz of devastation and ruin puts an end to the universe.","Cast":"Robert Downey Jr.|Chris Hemsworth|Mark Ruffalo|Chris Evans","Language":"English","Filming Locations":"Pinewood Atlanta Studios, 461 Sandy Creek Road, Fayetteville, Georgia, USA","Budget":"$321,000,000","Collection":"$2,048,709,917","Collection Date":""}
{"index":{"_id":13}}
{"Crawl Timestamp":"2019-05-29 12:31:28 +0000","Pageurl":"https://www.imdb.com/title/tt2250912/","Title":"Spider-Man: Homecoming (2017) - IMDb","Genres":"Action|Adventure|Sci-Fi","Release Date":"7 July 2017 (USA)","Movie Rating":"PG-13","Review Rating":7.5,"Movie Run Time":"133 min","Plot":"Directed by Jon Watts. With Tom Holland, Michael Keaton, Robert Downey Jr., and Marisa Tomei. Peter Parker balances his life as an ordinary high school student in Queens with his superhero alter-ego Spider-Man, and finds himself on the trail of a new menace prowling the skies of New York City.","Cast":"Tom Holland|Michael Keaton|Robert Downey Jr.|Marisa Tomei","Language":"English|Spanish","Filming Locations":"Atlanta, Georgia, USA","Budget":"$175,000,000","Collection":"$880,166,924","Collection Date":""}
{"index":{"_id":14}}
{"Crawl Timestamp":"2019-05-29 12:30:41 +0000","Pageurl":"https://www.imdb.com/title/tt0458339/","Title":"Captain America: The First Avenger (2011) - IMDb","Genres":"Action|Adventure|Sci-Fi","Release Date":"22 July 2011 (USA)","Movie Rating":"PG-13","Review Rating":6.9,"Movie Run Time":"124 min","Plot":"Directed by Joe Johnston. With Chris Evans, Hugo Weaving, Samuel L. Jackson, and Hayley Atwell. Steve Rogers, a rejected military soldier transforms into Captain America after taking a dose of a Super-Soldier serum. But being Captain America comes at a price as he attempts to take down a war monger and a terrorist organization.","Cast":"Chris Evans|Hugo Weaving|Samuel L. Jackson|Hayley Atwell","Language":"English|Norwegian|French","Filming Locations":"Stanley Dock, Liverpool, Merseyside, England, UK","Budget":"$140,000,000","Collection":"$370,569,774","Collection Date":""}
{"index":{"_id":15}}
{"Crawl Timestamp":"2019-05-29 12:31:53 +0000","Pageurl":"https://www.imdb.com/title/tt4154796/","Title":"Avengers: Endgame (2019) - IMDb","Genres":"Action|Adventure|Sci-Fi","Release Date":"26 April 2019 (USA)","Movie Rating":"PG-13","Review Rating":8.8,"Movie Run Time":"181 min","Plot":"Directed by Anthony Russo, Joe Russo. With Robert Downey Jr., Chris Evans, Mark Ruffalo, and Chris Hemsworth. After the devastating events of Avengers: Infinity War (2018), the universe is in ruins. With the help of remaining allies, the Avengers assemble once more in order to undo Thanos' actions and restore order to the universe.","Cast":"Robert Downey Jr.|Chris Evans|Mark Ruffalo|Chris Hemsworth","Language":"English|Japanese|Xhosa","Filming Locations":"Atlanta,Georgia,USA","Budget":"$356,000,000","Collection":"$2,681,988,528,","Collection Date":"26 May 2019"}
{"index":{"_id":16}}
{"Crawl Timestamp":"2019-05-29 12:31:44 +0000","Pageurl":"https://www.imdb.com/title/tt5095030/","Title":"Ant-Man and the Wasp (2018) - IMDb","Genres":"Action|Adventure|Comedy|Sci-Fi","Release Date":"6 July 2018 (USA)","Movie Rating":"PG-13","Review Rating":7.1,"Movie Run Time":"118 min","Plot":"Directed by Peyton Reed. With Paul Rudd, Evangeline Lilly, Michael Peña, and Walton Goggins. As Scott Lang balances being both a Super Hero and a father, Hope van Dyne and Dr. Hank Pym present an urgent new mission that finds the Ant-Man fighting alongside The Wasp to uncover secrets from their past.","Cast":"Paul Rudd|Evangeline Lilly|Michael Peña|Walton Goggins","Language":"English|Spanish","Filming Locations":"Atlanta, Georgia, USA","Budget":"$162,000,000","Collection":"$622,674,139","Collection Date":""}
{"index":{"_id":7}}
{"Crawl Timestamp":"2019-05-29 12:31:14 +0000","Pageurl":"https://www.imdb.com/title/tt0478970/","Title":"Ant-Man (2015) - IMDb","Genres":"Action|Adventure|Comedy|Sci-Fi","Release Date":"17 July 2015 (USA)","Movie Rating":"PG-13","Review Rating":7.3,"Movie Run Time":"117 min","Plot":"Directed by Peyton Reed. With Paul Rudd, Michael Douglas, Corey Stoll, and Evangeline Lilly. Armed with a super-suit with the astonishing ability to shrink in scale but increase in strength, cat burglar Scott Lang must embrace his inner-hero and help his mentor, Dr. Hank Pym, plan and pull off a heist that will save the world.","Cast":"Paul Rudd|Michael Douglas|Corey Stoll|Evangeline Lilly","Language":"English","Filming Locations":"Pinewood Atlanta Studios, 461 Sandy Creek Road, Fayetteville, Georgia, USA","Budget":"$130,000,000","Collection":"$519,445,163","Collection Date":""}
{"index":{"_id":18}}
{"Crawl Timestamp":"2019-05-29 12:30:51 +0000","Pageurl":"https://www.imdb.com/title/tt1981115/","Title":"Thor: The Dark World (2013) - IMDb","Genres":"Action|Adventure|Fantasy","Release Date":"8 November 2013 (USA)","Movie Rating":"PG-13","Review Rating":6.9,"Movie Run Time":"112 min","Plot":"Directed by Alan Taylor. With Chris Hemsworth, Natalie Portman, Tom Hiddleston, and Stellan Skarsgård. When Dr. Jane Foster (Natalie Portman) gets cursed with a powerful entity known as the Aether, Thor is heralded of the cosmic event known as the Convergence and the genocidal Dark Elves.","Cast":"Chris Hemsworth|Natalie Portman|Tom Hiddleston|Stellan Skarsgård","Language":"English","Filming Locations":"Shepperton Studios, Shepperton, Surrey, England, UK","Budget":"$170,000,000","Collection":"$644,783,140","Collection Date":""}
{"index":{"_id":19}}
{"Crawl Timestamp":"2019-05-29 12:30:55 +0000","Pageurl":"https://www.imdb.com/title/tt1843866/","Title":"Captain America: The Winter Soldier (2014) - IMDb","Genres":"Action|Adventure|Sci-Fi|Thriller","Release Date":"4 April 2014 (USA)","Movie Rating":"PG-13","Review Rating":7.8,"Movie Run Time":"136 min","Plot":"Directed by Anthony Russo, Joe Russo. With Chris Evans, Samuel L. Jackson, Scarlett Johansson, and Robert Redford. As Steve Rogers struggles to embrace his role in the modern world, he teams up with a fellow Avenger and S.H.I.E.L.D agent, Black Widow, to battle a new threat from history: an assassin known as the Winter Soldier.","Cast":"Chris Evans|Samuel L. Jackson|Scarlett Johansson|Robert Redford","Language":"English|French","Filming Locations":"Los Angeles, California, USA","Budget":"$170,000,000","Collection":"$714,766,572","Collection Date":""}
{"index":{"_id":20}}
{"Crawl Timestamp":"2019-05-29 12:31:10 +0000","Pageurl":"https://www.imdb.com/title/tt2395427/","Title":"Avengers: Age of Ultron (2015) - IMDb","Genres":"Action|Adventure|Sci-Fi","Release Date":"1 May 2015 (USA)","Movie Rating":"PG-13","Review Rating":7.3,"Movie Run Time":"141 min","Plot":"Directed by Joss Whedon. With Robert Downey Jr., Chris Evans, Mark Ruffalo, and Chris Hemsworth. When Tony Stark and Bruce Banner try to jump-start a dormant peacekeeping program called Ultron, things go horribly wrong and it's up to Earth's mightiest heroes to stop the villainous Ultron from enacting his terrible plan.","Cast":"Robert Downey Jr.|Chris Evans|Mark Ruffalo|Chris Hemsworth","Language":"English|Korean","Filming Locations":"Shepperton Studios, Shepperton, Surrey, England, UK","Budget":"$250,000,000","Collection":"$1,405,413,868","Collection Date":""}
{"index":{"_id":21}}
{"Crawl Timestamp":"2019-05-29 12:31:25 +0000","Pageurl":"https://www.imdb.com/title/tt3896198/","Title":"Guardians of the Galaxy Vol. 2 (2017) - IMDb","Genres":"Action|Adventure|Comedy|Sci-Fi","Release Date":"5 May 2017 (USA)","Movie Rating":"PG-13","Review Rating":7.7,"Movie Run Time":"136 min","Plot":"Directed by James Gunn. With Chris Pratt, Zoe Saldana, Dave Bautista, Vin Diesel. The Guardians struggle to keep together as a team while dealing with their personal family issues, notably Star-Lord's encounter with his father the ambitious celestial being Ego.","Cast":"Chris Pratt|Zoe Saldana|Dave Bautista|Vin Diesel","Language":"English","Filming Locations":"Atlanta, Georgia, USA","Budget":"$200,000,000","Collection":"$863,756,051","Collection Date":""}
{"index":{"_id":22}}
{"Crawl Timestamp":"2019-05-29 12:31:33 +0000","Pageurl":"https://www.imdb.com/title/tt3501632/","Title":"Thor: Ragnarok (2017) - IMDb","Genres":"Action|Adventure|Comedy|Fantasy|Sci-Fi","Release Date":"3 November 2017 (USA)","Movie Rating":"PG-13","Review Rating":7.9,"Movie Run Time":"130 min","Plot":"Directed by Taika Waititi. With Chris Hemsworth, Tom Hiddleston, Cate Blanchett, and Mark Ruffalo. Thor (Chris Hemsworth) is imprisoned on the planet Sakaar, and must race against time to return to Asgard and stop Ragnarök, the destruction of his world, at the hands of the powerful and ruthless villain Hela (Cate Blanchett).","Cast":"Chris Hemsworth|Tom Hiddleston|Cate Blanchett|Mark Ruffalo","Language":"English","Filming Locations":"Village Roadshow Studios, Oxenford, Queensland, Australia","Budget":"$180,000,000","Collection":"$853,977,126","Collection Date":""}
{"index":{"_id":23}}
{"Crawl Timestamp":"2019-05-29 12:31:22 +0000","Pageurl":"https://www.imdb.com/title/tt1211837/","Title":"Doctor Strange (2016) - IMDb","Genres":"Action|Adventure|Fantasy|Sci-Fi","Release Date":"4 November 2016 (USA)","Movie Rating":"PG-13","Review Rating":7.5,"Movie Run Time":"115 min","Plot":"Directed by Scott Derrickson. With Benedict Cumberbatch, Chiwetel Ejiofor, Rachel McAdams, and Benedict Wong. While on a journey of physical and spiritual healing, a brilliant neurosurgeon is drawn into the world of the mystic arts.","Cast":"Benedict Cumberbatch|Chiwetel Ejiofor|Rachel McAdams|Benedict Wong","Language":"English","Filming Locations":"New York City, New York, USA","Budget":"$165,000,000","Collection":"$677,718,395","Collection Date":""}
{"index":{"_id":0}}
{"Crawl Timestamp":"2019-05-29 12:30:44 +0000","Pageurl":"https://www.imdb.com/title/tt0848228/","Title":"The Avengers (2012) - IMDb","Genres":"Action|Adventure|Sci-Fi","Release Date":"4 May 2012 (USA)","Movie Rating":"PG-13","Review Rating":8.1,"Movie Run Time":"143 min","Plot":"Directed by Joss Whedon. With Robert Downey Jr., Chris Evans, Scarlett Johansson, and Jeremy Renner. Earth's mightiest heroes must come together and learn to fight as a team if they are going to stop the mischievous Loki and his alien army from enslaving humanity.","Cast":"Robert Downey Jr.|Chris Evans|Scarlett Johansson|Jeremy Renner","Language":"English|Russian|Hindi","Filming Locations":"Pittsburgh, Pennsylvania, USA","Budget":"$220,000,000","Collection":"$1,519,557,910","Collection Date":""}
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