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Big Data Analytics Articles
Page 46 of 135
Export specified field of a collection in mongodb / mongodump to file?
To export specified fields from a MongoDB collection, use the mongoexport command with the -f parameter to specify which fields to export. This utility allows you to export data in various formats including CSV and JSON. Syntax mongoexport -d yourDatabaseName -c yourCollectionName -f yourFieldName --type=csv -o yourFileLocation/FileName Sample Data Let us create a collection with sample documents ? db.demo284.insertMany([ {"FirstName": "Chris"}, {"FirstName": "Robert"}, {"FirstName": "Bob"} ]); { "acknowledged": true, ...
Read MoreMongoDB query to update array with another field?
To update an array with another field in MongoDB, use the $push operator along with $each to add multiple values at once. The $slice modifier can limit the array size. Syntax db.collection.update( {filter}, { $push: { arrayField: { $each: ["value1", "value2"], ...
Read MoreHow to delete element from an array in MongoDB?
To delete element from an array in MongoDB, use the $pull operator. This operator removes all instances of a specified value from an array field. Syntax db.collection.update( { query }, { $pull: { arrayField: valueToRemove } }, { multi: true } ); Create Sample Data Let us create a collection with documents − db.demo279.insertMany([ { id: [101, 103, 105, 110] }, { id: [107, 111, 110] } ]); { ...
Read MoreHow to create a performance system that count tags across a large dynamic dataset in MongoDB?
To create a performance system that counts tags across a large dynamic dataset in MongoDB, use indexes on array fields combined with aggregation pipelines and the explain() method to monitor query performance. Syntax // Create index on array field db.collection.createIndex({"arrayField": 1}); // Count tags with aggregation db.collection.aggregate([ { $unwind: "$arrayField" }, { $group: { _id: "$arrayField", count: { $sum: 1 } } } ]); // Monitor performance db.collection.find(query).explain("executionStats"); Sample Data Let us create a collection with documents containing subject tags − db.demo278.createIndex({"Subjects": ...
Read MoreMulti-key Indexing on an entire array with MongoDB?
Multi-key indexing in MongoDB allows you to index entire arrays and their nested elements efficiently. When you create an index on an array field, MongoDB automatically creates a multi-key index that indexes each array element separately. Syntax db.collection.createIndex({ "arrayField": 1 }) db.collection.find({ "arrayField": { "nestedField": "value" } }) Create Sample Data db.demo277.insertMany([ { "details": [{ "FirstName": "John" }] }, { "details": [{ "FirstName": "David" }] }, { "details": [{ "FirstName": "Chris" }] } ]); { ...
Read MoreSplit a document by its subdocuments in MongoDB
To split a document by its subdocuments, use $unwind in MongoDB. This operator deconstructs an array field from the input documents to output a document for each element. Syntax db.collection.aggregate([ { $unwind: "$arrayFieldName" } ]); Sample Data Let us create a collection with documents — db.demo276.insertOne({ "Name": "Chris", "Subjects": ["MySQL", "MongoDB"] }); { "acknowledged": true, "insertedId": ObjectId("5e48f953dd099650a5401a51") } Display all documents from a collection with the help ...
Read MoreMongoDB query to skip first 5 records and display only the last 5 of them
To skip records in MongoDB, use skip(). With that, to display only a specific number of records, use limit(). Syntax db.collection.find().skip(numberOfRecordsToSkip).limit(numberOfRecordsToDisplay); Create Sample Data Let us create a collection with documents ? db.demo275.insertMany([ {"Number": 10}, {"Number": 12}, {"Number": 6}, {"Number": 1}, {"Number": 5}, {"Number": 24}, {"Number": 8}, {"Number": 9}, {"Number": 19}, {"Number": ...
Read MoreCan I utilize indexes when querying by MongoDB subdocument without known field names?
Yes, you can utilize indexes when querying MongoDB subdocuments without known field names by creating compound indexes on the subdocument fields. This allows efficient queries on nested array elements even when field names vary. Syntax db.collection.createIndex({ "arrayField.subField1": 1, "arrayField.subField2": 1 }); Sample Data Let us create a collection with subdocument arrays ? db.demo274.insertOne({ "details": [ { "StudentFirstName": "Chris", ...
Read MoreHow to insert LONG numbers in MongoDB?
To insert LONG numbers in MongoDB, use NumberLong(). This constructor handles 64-bit integers that exceed JavaScript's safe integer range, ensuring precise storage without data loss. Syntax db.collection.insert({ field: NumberLong("large_number_as_string") }); Sample Data Let us create a collection with documents containing large numbers ? db.demo273.insertMany([ { Name: "Robert", id: NumberLong("100000000000001"), isActive: true }, ...
Read MoreMongoDB GroupBy to set status
To group documents by status and categorize them into different arrays in MongoDB, use the aggregate() method with $group, $cond, and $push operators to conditionally separate documents based on their status values. Syntax db.collection.aggregate([ { $group: { _id: null, "categoryName": { $push: { ...
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