MongoDB Articles

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How to create a performance system that count tags across a large dynamic dataset in MongoDB?

AmitDiwan
AmitDiwan
Updated on 15-Mar-2026 129 Views

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": ...

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Multi-key Indexing on an entire array with MongoDB?

AmitDiwan
AmitDiwan
Updated on 15-Mar-2026 145 Views

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" }] } ]); { ...

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Split a document by its subdocuments in MongoDB

AmitDiwan
AmitDiwan
Updated on 15-Mar-2026 662 Views

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 ...

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MongoDB query to skip first 5 records and display only the last 5 of them

AmitDiwan
AmitDiwan
Updated on 15-Mar-2026 2K+ Views

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": ...

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Can I utilize indexes when querying by MongoDB subdocument without known field names?

AmitDiwan
AmitDiwan
Updated on 15-Mar-2026 143 Views

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", ...

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How to insert LONG numbers in MongoDB?

AmitDiwan
AmitDiwan
Updated on 15-Mar-2026 2K+ Views

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 }, ...

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MongoDB GroupBy to set status

AmitDiwan
AmitDiwan
Updated on 15-Mar-2026 173 Views

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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Find records in MongoDB that does NOT match a condition?

AmitDiwan
AmitDiwan
Updated on 15-Mar-2026 720 Views

To find records that do not match a condition in MongoDB, use the $ne (not equal) operator. This operator excludes documents where the specified field equals the given value. Syntax db.collection.find({ "fieldName": { "$ne": "value" } }) Sample Data Let us create a collection with sample documents: db.demo148.insertMany([ { "Message": "Hello" }, { "Message": "Good" }, { "Message": "Bye" } ]); { "acknowledged": true, "insertedIds": [ ...

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How to query a document in MongoDB comparing fields from an array?

AmitDiwan
AmitDiwan
Updated on 15-Mar-2026 392 Views

To query documents in MongoDB by comparing fields from an array, use comparison operators like $gt (greater than) and $lt (less than) with dot notation to access array elements. Syntax db.collection.find({ "arrayName.fieldName": { $gt: value1, $lt: value2 } }); Sample Data Let us create a collection with documents containing score arrays ? db.demo147.insertMany([ {"Details": [{"Score": 45}, {"Score": 46}]}, {"Details": [{"Score": ...

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Alternative of MongoDB operator $eq to get similar result

AmitDiwan
AmitDiwan
Updated on 15-Mar-2026 261 Views

For writing an equality query in MongoDB, you can use implicit equality with find() instead of the explicit $eq operator. Both approaches produce identical results when matching field values. Syntax // Using implicit equality (alternative to $eq) db.collection.find({"field": "value"}); // Equivalent using explicit $eq operator db.collection.find({"field": {$eq: "value"}}); Sample Data db.demo145.insertMany([ {"ListOfNames": ["Chris", "David", "Mike"]}, {"ListOfNames": ["Bob", "John"]} ]); { "acknowledged": true, "insertedId": ObjectId("5e32f37bfdf09dd6d08539bb") } { "acknowledged": true, ...

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