Big Data Analytics Articles

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Find records in MongoDB that does NOT match a condition?

AmitDiwan
AmitDiwan
Updated on 15-Mar-2026 724 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 399 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 265 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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Find result within array of objects and match email address field in MongoDB?

AmitDiwan
AmitDiwan
Updated on 15-Mar-2026 338 Views

To find results within array of objects and match specific field values in MongoDB, use dot notation to query nested array fields. This allows you to search for documents containing array elements with matching criteria. Syntax db.collection.find( { "arrayField.field1": "value1", "arrayField.field2": "value2" }, { "arrayField.field1": 1 } ); Sample Data db.demo144.insertMany([ { "EmployeeDetails": ...

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How do I set and push in single update with MongoDB?

AmitDiwan
AmitDiwan
Updated on 15-Mar-2026 924 Views

To use $set and $push in a single MongoDB update operation, combine both operators within the same update document. The $set operator modifies existing field values, while $push adds elements to arrays. Syntax db.collection.update( { query }, { $set: { "field1": "newValue" }, $push: { "arrayField": "newElement" } } ); Sample Data db.dem0143.insertMany([ { "StudentId": 1, "Details": { "Name": "Chris" } ...

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Push query results into variable with MongoDB?

AmitDiwan
AmitDiwan
Updated on 15-Mar-2026 978 Views

To push query results into a variable in MongoDB, use the aggregate() method combined with toArray() to store the result in a JavaScript variable. This technique is useful for storing intermediate results for further processing. Syntax var queryResult = db.collection.aggregate([ { $group: { "_id": null, "fieldName": { "$operation": "$field" } } } ]); var variableName = queryResult.toArray()[0]["fieldName"]; Sample Data db.demo142.insertMany([ {"Value": 50}, {"Value": 45}, {"Value": 60}, {"Value": 55}, {"Value": ...

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MongoDB query to find last object in collection?

AmitDiwan
AmitDiwan
Updated on 15-Mar-2026 6K+ Views

To find the last object in a MongoDB collection, use the sort() method to sort documents in descending order by _id, then apply limit(1) to retrieve only the most recent document. Syntax db.collection.find().sort({_id: -1}).limit(1); Sample Data Let us create a collection with sample documents − db.demo141.insertMany([ {"Name": "Chris"}, {"Name": "David"}, {"Name": "Bob"}, {"Name": "Mike"} ]); { "acknowledged": true, "insertedIds": [ ...

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MongoDB: nin and in not working together in $elemMatch to fetch documents having subjects "MongoDB", but not "Java

AmitDiwan
AmitDiwan
Updated on 15-Mar-2026 349 Views

To fetch documents containing "MongoDB" but not "Java" in an array field, use the $and operator with $in and $nin operators. The $elemMatch operator is not needed since we're checking the entire array for value presence. Syntax db.collection.find({ $and: [ { "arrayField": { $in: ["requiredValue"] } }, { "arrayField": { $nin: ["excludedValue"] } } ] }); Sample Data db.demo140.insertMany([ { "Id": 101, "Subjects": ["MongoDB", "MySQL"] ...

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How to retrieve all nested fields from MongoDB collection?

AmitDiwan
AmitDiwan
Updated on 15-Mar-2026 1K+ Views

To retrieve all nested fields from a MongoDB collection, use the $unwind aggregation operator to flatten arrays, then $project to extract specific nested fields into the document structure. Syntax db.collection.aggregate([ { $unwind: "$arrayFieldName" }, { $project: { "field1": "$arrayFieldName.nestedField1", "field2": "$arrayFieldName.nestedField2" }} ]); Sample Data db.demo138.insertMany([ { "Id": 101, ...

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How to compare two fields in aggregation filter with MongoDB?

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

To compare two fields in an aggregation filter with MongoDB, use the $filter operator within a $project stage. This allows you to filter array elements based on field comparisons using the $eq operator. Syntax db.collection.aggregate([ { $project: { arrayField: { $filter: { ...

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