MongoDB Exercise - Find the restaurant Id, name, and grades for those restaurants which achieved a specific grade, score on a specific date
Write a MongoDB query to find the restaurant Id, name, and grades for those restaurants which achieved a grade of "A" and scored 11 on an ISODate "2014-08-11T00:00:00Z" among many of survey dates.
Structure of 'restaurants' collection :
{ "address": { "building": "1007", "coord": [ -73.856077, 40.848447 ], "street": "Morris Park Ave", "zipcode": "10462" }, "borough": "Bronx", "cuisine": "Bakery", "grades": [ { "date": { "$date": 1393804800000 }, "grade": "A", "score": 2 }, { "date": { "$date": 1378857600000 }, "grade": "A", "score": 6 }, { "date": { "$date": 1358985600000 }, "grade": "A", "score": 10 }, { "date": { "$date": 1322006400000 }, "grade": "A", "score": 9 }, { "date": { "$date": 1299715200000 }, "grade": "B", "score": 14 } ], "name": "Morris Park Bake Shop", "restaurant_id": "30075445" }
Query:
db.restaurants.find(
{
"grades.date": ISODate("2014-08-11T00:00:00Z"),
"grades.grade":"A" ,
"grades.score" : 11
},
{"restaurant_id" : 1,"name":1,"grades":1}
);
Output:
{ "_id" : ObjectId("564c2d939eb21ad392f17648"), "grades" : [ { "date" : ISODate("2014-08-11T00:00:00Z"), "grade" : "A", "score" : 13 }, { "date" : ISODate("2013-07-22T00:00:00Z"), "grade" : "A", "score" : 9 }, { "date" : ISODate("2013-03-14T00:00:00Z"), "grade" : "A", "score" : 12 }, { "date" : ISODate("2012-07-02T00:00:00Z"), "grade" : "A", "score" : 11 }, { "date" : ISODate("2012-02-02T00:00:00Z"), "grade" : "A", "score" : 10 }, { "date" : ISODate("2011-08-24T00:00:00Z"), "grade" : "A", "score " : 11 } ], "name" : "Neary'S Pub", "restaurant_id" : "40365871" } { "_id" : ObjectId("564c2d939eb21ad392f17721"), "grades" : [ { "date" : ISODate("2014-08-11T00:00:00Z"), "grade" : "A", "score" : 11 }, { "date" : ISODate("2013-12-10T00:00:00Z"), "grade" : "A", "score" : 9 }, { "date" : ISODate("2013-06-10T00:00:00Z"), "grade" : "A", "score" : 12 }, { "date" : ISODate("2012-06-08T00:00:00Z"), "grade" : "A", "score" : 13 }, { "date" : ISODate("2012-01-25T00:00:00Z"), "grade" : "A", "score" : 8 }, { "date" : ISODate("2011-09-13T00:00:00Z"), "grade" : "A", "score" : 12 } ], "name" : "Don Filippo Restaurant", "restaurant_id" : "40372417" } { "_id" : ObjectId("564c2d949eb21ad392f179e7"), "grades" : [ { "date" : ISODate("2014-08-11T00:00:00Z"), "grade" : "A", "score" : 6 }, { "date" : ISODate("2013-08-29T00:00:00Z"), "grade" : "A", "score" : 12 }, { "date" : ISODate("2013-04-25T00:00:00Z"), "grade" : "C", "score" : 2 }, { "date" : ISODate("2012-10-23T00:00:00Z"), "grade" : "A", "score" : 13 }, { "date" : ISODate("2012-04-16T00:00:00Z"), "grade" : "A", "score" : 11 }, { "date" : ISODate("2011-11-15T00:00:00Z"), "grade" : "A", "score" : 12 } ], "name" : "Mustang Sally'S Restaurant", "restaurant_id" : "40397374" } { "_id" : ObjectId("564c2d949eb21ad392f17bf3"), "grades" : [ { "date" : ISODate("2015-01-12T00:00:00Z"), "grade" : "A", "score" : 10 }, { "date" : ISODate("2014-08-11T00:00:00Z"), "grade" : "A", "score" : 9 }, { "date" : ISODate("2014-01-14T00:00:00Z"), "grade" : "A", "score" : 13 }, { "date" : ISODate("2013-02-07T00:00:00Z"), "grade" : "A", "score" : 10 }, { "date" : ISODate("2012-04-30T00:00:00Z"), "grade" : "A", "score" : 11 } ], "name" : "Club Macanudo (Cigar Bar)", "restaurant_id" : "405264 06" } { "_id" : ObjectId("564c2d949eb21ad392f17ce9"), "grades" : [ { "date" : ISODate("2014-08-11T00:00:00Z"), "grade" : "A", "score" : 8 }, { "date" : ISODate("2014-01-09T00:00:00Z"), "grade" : "B", "score" : 27 }, { "date" : ISODate("2013-06-11T00:00:00Z"), "grade" : "A", "score" : 4 }, { "date" : ISODate("2012-10-09T00:00:00Z"), "grade" : "B", "score" : 19 }, { "date" : ISODate("2012-05-10T00:00:00Z"), "grade" : "A", "score" : 11 }, { "date" : ISODate("2011-11-23T00:00:00Z"), "grade" : "A", "score" : 9 } ], "name" : "Marino'S Pizza & Restaurant", "restaurant_id" : "40560917" } { "_id" : ObjectId("564c2d949eb21ad392f17e98"), "grades" : [ { "date" : ISODate("2015-01-05T00:00:00Z"), "grade" : "A", "score" : 9 }, { "date" : ISODate("2014-08-11T00:00:00Z"), "grade" : "A", "score" : 10 }, { "date" : ISODate("2014-03-04T00:00:00Z"), "grade" : "B", "score" : 22 }, { "date" : ISODate("2013-09-13T00:00:00Z"), "grade" : "A", "score" : 5 }, { "date" : ISODate("2013-01-16T00:00:00Z"), "grade" : "A", "score" : 11 } ], "name" : "Gene'S Coffee Shop", "restaurant_id" : "40614916" } { "_id" : ObjectId("564c2d949eb21ad392f17fff"), "grades" : [ { "date" : ISODate("2014-08-11T00:00:00Z"), "grade" : "A", "score" : 10 }, { "date" : ISODate("2014-02-20T00:00:00Z"), "grade" : "A", "score" : 7 }, { "date" : ISODate("2013-08-29T00:00:00Z"), "grade" : "A", "score" : 7 }, { "date" : ISODate("2013-03-29T00:00:00Z"), "grade" : "A", "score" : 10 }, { "date" : ISODate("2012-03-07T00:00:00Z"), "grade" : "A", "score" : 12 }, { "date" : ISODate("2011-11-18T00:00:00Z"), "grade" : "A", "score" : 11 }, { "date" : ISODate("2011-10-12T00:00:00Z"), "grade" : "P", "score" : 4 } ], "name" : "Union Cafe Restaurant", "restaurant_id" : "40698823" } { "_id" : ObjectId("564c2d949eb21ad392f1846b"), "grades" : [ { "date" : ISODate("2014-08-11T00:00:00Z"), "grade" : "A", "score" : 10 }, { "date" : ISODate("2013-08-28T00:00:00Z"), "grade" : "A", "score" : 9 }, { "date" : ISODate("2012-09-05T00:00:00Z"), "grade" : "A", "score" : 11 }, { "date" : ISODate("2011-08-25T00:00:00Z"), "grade" : "A", "score" : 7 } ], "name" : "Jojo'S Pizza", "restaurant_id" : "40892913" } { "_id" : ObjectId("564c2d949eb21ad392f184b9"), "grades" : [ { "date" : ISODate("2014-08-11T00:00:00Z"), "grade" : "A", "score" : 12 }, { "date" : ISODate("2013-08-29T00:00:00Z"), "grade" : "A", "score" : 2 }, { "date" : ISODate("2013-04-01T00:00:00Z"), "grade" : "A", "score" : 9 }, { "date" : ISODate("2012-10-23T00:00:00Z"), "grade" : "A", "score" : 5 }, { "date" : ISODate("2011-09-30T00:00:00Z"), "grade" : "A", "score" : 11 } ], "name" : "Cosi Sandwich Bar", "restaurant_id" : "40912833" } { "_id" : ObjectId("564c2d949eb21ad392f184f9"), "grades" : [ { "date" : ISODate("2014-08-11T00:00:00Z"), "grade" : "A", "score" : 11 }, { "date" : ISODate("2014-02-04T00:00:00Z"), "grade" : "A", "score" : 10 }, { "date" : ISODate("2013-06-19T00:00:00Z"), "grade" : "A", "score" : 2 }, { "date" : ISODate("2012-06-25T00:00:00Z"), "grade" : "A", "score" : 12 }, { "date" : ISODate("2012-02-08T00:00:00Z"), "grade" : "A", "score" : 5 } ], "name" : "Cosi", "restaurant_id" : "40922983" } { "_id" : ObjectId("564c2d949eb21ad392f1851c"), "grades" : [ { "date" : ISODate("2014-08-11T00:00:00Z"), "grade" : "A", "score" : 10 }, { "date" : ISODate("2014-02-13T00:00:00Z"), "grade" : "A", "score" : 12 }, { "date" : ISODate("2013-06-04T00:00:00Z"), "grade" : "B", "score" : 15 }, { "date" : ISODate("2012-12-12T00:00:00Z"), "grade" : "B", "score" : 17 }, { "date" : ISODate("2012-05-17T00:00:00Z"), "grade" : "A", "score" : 11 } ], "name" : "Isla Of Verde", "restaurant_id" : "40927513" } { "_id" : ObjectId("564c2d949eb21ad392f18699"), "grades" : [ { "date" : ISODate("2014-08-11T00:00:00Z"), "grade" : "A", "score" : 9 }, { "date" : ISODate("2013-08-19T00:00:00Z"), "grade" : "A", "score" : 13 }, { "date" : ISODate("2012-08-23T00:00:00Z"), "grade" : "A", "score" : 12 }, { "date" : ISODate("2012-02-10T00:00:00Z"), "grade" : "A", "score" : 5 }, { "date" : ISODate("2011-10-20T00:00:00Z"), "grade" : "A", "score" : 11 } ], "name" : "Bamboo Garden Chinese Restaurant", "restaurant_id" : " 40970116" } { "_id" : ObjectId("564c2d949eb21ad392f189e8"), "grades" : [ { "date" : ISODate("2014-08-11T00:00:00Z"), "grade" : "A", "score" : 10 }, { "date" : ISODate("2014-03-07T00:00:00Z"), "grade" : "A", "score" : 11 }, { "date" : ISODate("2013-08-27T00:00:00Z"), "grade" : "A", "score" : 9 }, { "date" : ISODate("2013-03-28T00:00:00Z"), "grade" : "A", "score" : 13 }, { "date" : ISODate("2012-10-05T00:00:00Z"), "grade" : "A", "score" : 12 }, { "date" : ISODate("2012-05-07T00:00:00Z"), "grade" : "A", "score " : 12 }, { "date" : ISODate("2011-12-08T00:00:00Z"), "grade" : "A", "score" : 9 } ], "name" : "Tina'S Cuban Cuisine", "restaurant_id" : "41067289" } { "_id" : ObjectId("564c2d949eb21ad392f18b3d"), "grades" : [ { "date" : ISODate("2014-08-11T00:00:00Z"), "grade" : "A", "score" : 8 }, { "date" : ISODate("2014-01-27T00:00:00Z"), "grade" : "A", "score" : 10 }, { "date" : ISODate("2013-01-16T00:00:00Z"), "grade" : "A", "score" : 11 }, { "date" : ISODate("2012-05-15T00:00:00Z"), "grade" : "A", "score" : 13 }, { "date" : ISODate("2011-12-22T00:00:00Z"), "grade" : "A", "score" : 5 }, { "date" : ISODate("2011-08-18T00:00:00Z"), "grade" : "A", "score" : 11 } ], "name" : "Bar Americain", "restaurant_id" : "41101050" } { "_id" : ObjectId("564c2d949eb21ad392f190a5"), "grades" : [ { "date" : ISODate("2014-08-11T00:00:00Z"), "grade" : "A", "score" : 11 }, { "date" : ISODate("2014-02-07T00:00:00Z"), "grade" : "A", "score" : 12 }, { "date" : ISODate("2012-12-05T00:00:00Z"), "grade" : "A", "score" : 8 }, { "date" : ISODate("2012-07-13T00:00:00Z"), "grade" : "A", "score" : 12 }, { "date" : ISODate("2012-02-08T00:00:00Z"), "grade" : "A", "score" : 9 } ], "name" : "Subway", "restaurant_id" : "41230741" } { "_id" : ObjectId("564c2d949eb21ad392f19103"), "grades" : [ { "date" : ISODate("2014-08-11T00:00:00Z"), "grade" : "A", "score" : 12 }, { "date" : ISODate("2014-01-29T00:00:00Z"), "grade" : "A", "score" : 12 }, { "date" : ISODate("2013-07-22T00:00:00Z"), "grade" : "C", "score" : 37 }, { "date" : ISODate("2013-01-11T00:00:00Z"), "grade" : "A", "score" : 9 }, { "date" : ISODate("2012-05-15T00:00:00Z"), "grade" : "A", "score" : 11 } ], "name" : "Pizza & Pita", "restaurant_id" : "41236336" } { "_id" : ObjectId("564c2d949eb21ad392f194e1"), "grades" : [ { "date" : ISODate("2015-01-15T00:00:00Z"), "grade" : "A", "score" : 11 }, { "date" : ISODate("2014-08-11T00:00:00Z"), "grade" : "A", "score" : 9 }, { "date" : ISODate("2013-06-18T00:00:00Z"), "grade" : "A", "score" : 7 }, { "date" : ISODate("2013-01-24T00:00:00Z"), "grade" : "A", "score" : 2 }, { "date" : ISODate("2012-06-11T00:00:00Z"), "grade" : "A", "score" : 11 } ], "name" : "Shoolbred'S", "restaurant_id" : "41302014" } { "_id" : ObjectId("564c2d949eb21ad392f19580"), "grades" : [ { "date" : ISODate("2014-12-27T00:00:00Z"), "grade" : "A", "score" : 11 }, { "date" : ISODate("2014-08-11T00:00:00Z"), "grade" : "A", "score" : 9 }, { "date" : ISODate("2014-02-24T00:00:00Z"), "grade" : "A", "score" : 10 }, { "date" : ISODate("2013-01-08T00:00:00Z"), "grade" : "A", "score" : 12 }, { "date" : ISODate("2012-06-27T00:00:00Z"), "grade" : "A", "score" : 6 }, { "date" : ISODate("2012-01-26T00:00:00Z"), "grade" : "A", "score" : 5 } ], "name" : "Cabana", "restaurant_id" : "41309951" } { "_id" : ObjectId("564c2d949eb21ad392f196c2"), "grades" : [ { "date" : ISODate("2014-08-11T00:00:00Z"), "grade" : "A", "score" : 4 }, { "date" : ISODate("2014-01-27T00:00:00Z"), "grade" : "A", "score" : 13 }, { "date" : ISODate("2013-07-31T00:00:00Z"), "grade" : "A", "score" : 13 }, { "date" : ISODate("2012-07-31T00:00:00Z"), "grade" : "A", "score" : 11 }, { "date" : ISODate("2011-12-19T00:00:00Z"), "grade" : "B", "score" : 19 } ], "name" : "Mike'S Island Grill Restaurant", "restaurant_id" : "4 1330799" } { "_id" : ObjectId("564c2d949eb21ad392f198b7"), "grades" : [ { "date" : ISODate("2014-08-11T00:00:00Z"), "grade" : "B", "score" : 17 }, { "date" : ISODate("2014-01-28T00:00:00Z"), "grade" : "A", "score" : 9 }, { "date" : ISODate("2013-04-04T00:00:00Z"), "grade" : "A", "score" : 13 }, { "date" : ISODate("2012-10-04T00:00:00Z"), "grade" : "A", "score" : 11 }, { "date" : ISODate("2012-02-23T00:00:00Z"), "grade" : "A", "score" : 9 } ], "name" : "Mansions Catering", "restaurant_id" : "41365614" } Type "it" for more
Note: This output is generated using MongoDB server version 3.6
Explanation:
The said query in MongoDB that searches for restaurants that received an "A" grade with a score of 11 on August 11th, 2014. The result documents will only include the "restaurant_id", "name", and "grades" fields.
The search criteria will match documents where the "grades" field contains an array of subdocuments, where at least one subdocument has a "date" field that matches the ISODate "2014-08-11T00:00:00Z".
The same subdocument also has a "grade" field that equals "A" and also has a "score" field that equals 11.
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