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Big Data Analytics Articles
Page 5 of 135
How to get a rating average in MongoDB based on duplicate ids?
To get a rating average in MongoDB based on duplicate ids, use the $avg operator with $group. The $ifNull operator handles null rating values by treating them as zero in the calculation. Syntax db.collection.aggregate([ { "$group": { "_id": "$fieldToGroupBy", "averageField": { "$avg": { "$ifNull": ["$ratingField", 0] } } } ...
Read MoreUpdate quantity in MongoDB based on two conditions?
To update quantity in MongoDB based on two conditions, use the update() method with multiple filter criteria. Combine document-level and array element conditions to target specific nested objects. Syntax db.collection.update( { "documentField": "value", "arrayField.nestedField": "arrayValue" }, { $set: { "arrayField.$.targetField": newValue } } ); Sample Data db.demo605.insertMany([ { _id: 1, ...
Read MoreHow to remove duplicates from MongoDB Collection?
To remove duplicates from a MongoDB collection, create a unique index on the field that should not have duplicate values. This prevents duplicate insertion and removes existing duplicates when combined with the dropDups option. Syntax db.collectionName.createIndex( { fieldName: 1 }, { unique: true, dropDups: true } ); Example: Preventing Duplicate FirstNames Let's create a unique index on the FirstName field to prevent duplicates ? db.demo604.createIndex( { FirstName: 1 }, { unique: true, dropDups: true ...
Read MoreDifference between NumberLong(x) and NumberLong("x") in MongoDB?
The NumberLong(x) function can lose precision with very large integers due to JavaScript's number limitations, while NumberLong("x") preserves exact precision by accepting the number as a string. Syntax NumberLong(number) // May lose precision for very large values NumberLong("string") // Preserves exact precision Example Let us create a collection with documents to demonstrate the difference ? db.demo603.insertMany([ {"longValue": NumberLong(988998985857575789)}, {"longValueInString": NumberLong("988998985857575789")} ]); { "acknowledged": true, "insertedIds": ...
Read MoreMongoDB aggregation of elements with similar ids in different documents?
To aggregate elements with similar ids in different documents, use $group in MongoDB aggregation pipeline. This technique groups documents by id and collects all related data into arrays. Syntax db.collection.aggregate([ { $group: { '_id': { id: "$id", "fieldName": "$fieldName" }, "count": { "$sum": 1 } }}, { $group: { '_id': "$_id.id", "aggregatedData": { ...
Read MoreUpdate in MongoDB and prevent overwrite?
To update a document in MongoDB without overwriting the entire document, use the $set operator to modify specific fields while preserving existing data. This prevents accidental data loss during updates. Syntax db.collection.update( { "field": "matchValue" }, { $set: { "fieldToUpdate": "newValue" } } ); Sample Data db.demo601.insertMany([ { id: 1, userDetails: { userName: ...
Read MoreCreate a new user and set role in MongoDB
To create a new user and set their role in MongoDB, use the createUser() method. The userAdminAnyDatabase role provides comprehensive administrative privileges across all databases. Syntax use admin db.createUser( { user: "yourUserName", pwd: "yourPassword", roles: [ { role: "yourRoleName", db: "yourDatabaseName" } ] } ) Example Create a user with the "userAdminAnyDatabase" role ? use admin db.createUser( ...
Read MoreHow to use custom variable while updating a MongoDB document?
To use custom variables while updating MongoDB documents, first declare a variable with var, then reference it in your update() operation. This allows for dynamic updates and better code reusability. Syntax var variableName = yourValue; db.collectionName.update( { filter }, { $set: { fieldName: variableName } } ); Create Sample Data db.demo600.insertMany([ { id: 1, Name: "Robert" }, { id: 2, Name: "Mike" }, { id: 3, Name: "Sam" } ]); ...
Read MoreHow to subtract values (TotalPrice – Discount) from document field values in MongoDB?
To subtract values from document field values in MongoDB, use the $subtract operator within the aggregation pipeline. This operator performs arithmetic subtraction between numeric field values or expressions. Syntax db.collection.aggregate([ { $project: { newField: { $subtract: ["$field1", "$field2"] } ...
Read MoreFind which MongoDB document contains a specific string?
To find which document contains a specific string, use $regex along with find(). The regex operator performs pattern matching to locate documents containing the specified text substring. Syntax db.collection.find({ fieldName: { $regex: /pattern/flags } }); Sample Data db.demo597.insertMany([ { "Name": "John Doe" }, { "Name": "John Smith" }, { "Name": "Chris Brown" }, { "Name": "Adam Smith" } ]); { "acknowledged": true, ...
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