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Big Data Analytics Articles
Page 34 of 135
How to update after aggregate in MongoDB?
To update documents after performing aggregation analysis in MongoDB, you cannot directly update within the aggregation pipeline. Instead, use the update() method with array filters to target specific array elements based on conditions. Syntax db.collection.update( { "field": value }, { $inc: { "arrayField.$[identifier].field": incrementValue } }, { arrayFilters: [{ "identifier.field": condition }] } ); Sample Data Let us first create a collection with documents ? db.demo376.insertOne({ "id": 101, "details": [ ...
Read MoreMongoDB query to execute stored function?
JavaScript functions can be saved for reuse using a system collection called system.js. To store a function, use db.collection.save(), then execute it with db.eval(). Syntax // Store function db.system.js.save({ _id: "functionName", value: function(parameters) { // function body return result; } }); // Execute function db.eval("functionName(arguments)"); Example: Store and Execute Function Let us first create a function ? db.system.js.save({ _id: ...
Read MoreMongoDB difference between show dbs and show databases?
In MongoDB, there is no functional difference between show dbs and show databases. Both commands are aliases that internally call the same listDatabases command and produce identical output. Syntax show dbs OR show databases Example: Using show dbs show dbs admin 0.002GB app 0.000GB business 0.000GB config 0.000GB ...
Read MoreFind when the keys are unknown in MongoDB?
To find documents when the keys are unknown in MongoDB, use $addFields with $objectToArray to convert documents into key-value arrays, then search through the values dynamically. Syntax db.collection.aggregate([ { "$addFields": { "arrayField": { "$objectToArray": "$$ROOT" } }}, { "$match": { "arrayField.v.fieldName": "searchValue" }}, { "$project": { "arrayField": 0 }} ]) Sample Data db.demo375.insertMany([ { "details": { ...
Read MoreFind values group by another field in MongoDB?
To group by another field in MongoDB, use $group along with $project. This approach allows you to aggregate documents based on a specific field while collecting values from other fields. Syntax db.collection.aggregate([ {$match: {field: "value"}}, {$group: {"_id": "$groupByField", "collectedField": {$addToSet: "$fieldToCollect"}}}, {$project: {"_id": 0, "groupByField": "$_id", "collectedField": 1}} ]); Sample Data db.demo374.insertMany([ { "Name": "Chris", "HobbyDetails": ["Reading Book", "Playing Football"], ...
Read MoreHow to index and sort with pagination using custom field in MongoDB?
To implement index and sorting with pagination using custom fields in MongoDB, combine compound indexes with sort(), limit(), and skip() methods. This approach ensures efficient query performance for paginated results. Syntax db.collection.createIndex({"field1": 1, "field2": 1}); db.collection.find().sort({"field1": 1, "field2": 1}).limit(pageSize).skip(pageNumber * pageSize); Create Sample Data First, create a compound index on Name and CountryName fields for optimal sorting performance ? db.demo373.createIndex({"Name": 1, "CountryName": 1}); { "createdCollectionAutomatically": true, "numIndexesBefore": 1, "numIndexesAfter": 2, "ok": 1 } ...
Read MoreHow to use $ifNull with MongoDB aggregation?
The $ifNull operator evaluates an expression and returns the value of the expression if it evaluates to a non-null value. If the expression is null or missing, it returns a specified default value. Syntax { $ifNull: [ , ] } Sample Data Let us create a collection with documents containing null values ? db.demo372.insertMany([ { "FirstName": "Chris" }, { "FirstName": null }, { "FirstName": "David" }, { "FirstName": null } ]); ...
Read MoreChanging the primary key on a MongoDB collection?
To change the primary key in MongoDB, you need to remove the existing _id field and let MongoDB generate a new one. Use forEach() to iterate through documents, delete the current _id, and reinsert the document with a new primary key. Syntax db.collection.find().forEach(function(doc) { var oldId = doc._id; delete doc._id; db.collection.insert(doc); db.collection.remove({_id: oldId}); }); Sample Data db.demo41.insertOne({"StudentName": "Carol"}); { "acknowledged": true, "insertedId": ObjectId("5e25ce4acfb11e5c34d898e3") } ...
Read MoreMongoDB query for documents matching array, irrespective of elements order
To query documents matching array elements irrespective of their order in MongoDB, use the $all operator. The $all operator selects documents where an array field contains all the specified elements, regardless of their position or order in the array. Syntax db.collection.find({ "arrayField": { $all: [element1, element2, ...] } }); Sample Data Let us create a collection with documents containing array fields: db.demo370.insertMany([ { "Name": "Chris", "details": [ ...
Read MoreRetrieving array values from a find query in MongoDB database
To retrieve array values from a find query in MongoDB, use dot notation to access nested fields within array elements. This allows you to query specific properties of objects stored in arrays. Syntax db.collection.find({"arrayName.fieldName": "value"}); Sample Data Let us create a collection with documents containing arrays of client details ? db.demo38.insertMany([ {"ClientDetails": [{"ClientId": 101, "ClientName": "Chris"}]}, {"ClientDetails": [{"ClientId": 102, "ClientName": "David"}]}, {"ClientDetails": [{"ClientId": 103, "ClientName": "Mike"}]} ]); { "acknowledged": true, ...
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