$match Aggregation in MongoDB
Build an AI-First Career, Master the Complete Skillset
Choose from our industry-leading programs designed for career success
Modern Software and AI Engineering Program
Master full-stack development with AI integration
+1000 moreModern Data Science and ML with specialisation in AI
Advanced data science techniques with AI specialization
+1000 moreAdvanced AIML with Specialisation in Agentic AI
Deep dive into AIML with focus on Agentic systems
+1000 moreDevOps, Cloud & AI Platform Engineering
Build and manage AI-powered cloud infrastructure
+1000 moreAI Engineering Advanced Certification by IIT-Roorkee
Premier AI engineering certification from IIT-Roorkee
AI Forward Deployed Engineer Program
Full-stack engineering, production AI and client-facing consulting
+1000 moreOverview
The match in MongoDB is used for document filtering based on certain specific criteria. We can also write multiple conditions in $match for filtering documents.
What is $match Aggregation in MongoDB?
Match in MongoDB allows document filtering based on some conditions set. Only the documents that satisfy the specified conditions will further proceed for the further stages of the pipeline.
Syntax
The syntax of the match in MongoDB has two main parameters.
- $match:
First we will write the $match operator. - {<the_query>}:
Here we will write the conditions for $match, and we will write the query similarly as we write for MongoDB documents.
Return Type:
match in MongoDB returns the array of documents that satisfy the specified condition.
How Scaler Transformed Careers in Different Fields
Scaler learners achieved 2.5x salary growth with average post-Scaler CTC reaching ₹23L.
Google
Amazon
Microsoft
Flipkart
Adobe1200+ moreExamples
Creating an example dataset:
We will take an example of the employee dataset and insert multiple documents into it using insertMany().
After executing the command, documents will be inserted in the employee collection and it will look like this:
$match with count
Below is an example of selecting documents for processing by the $match operator. And after $match, we have used $group for counting the number of documents.
In the above command, we have specified a condition that age is greater than 30 and less than 50 with $match, so it will select those documents from the employee collection that satisfy the condition. Then $group operator is used for the pipelining of those documents to perform a count on them. So will get the following output by executing the above command:
$match with equality match:
Here we are using the equality operator with $match for specifying the condition. This will simply select the documents having the male gender.
The above query will give the following output:
Here we can see that $match has selected all the documents having the male gender.
FAQs
Q: Can multiple conditions be used within a single?
A: Yes multiple conditions can be used within the single match in Mongodb. All the conditions are implicitly treated with the AND operator.
Q: Can be write comparison operators such as $gt, $lt, $gte, etc. with match in MongoDB?
A: Yes we can use comparison operators in $match for writing the complex filtering conditions.
Turn Learning into Career Growth
Conclusion
- $match in MongoDB allows document filtering based on some conditions set.
- {$match: {<the_query>}} is the syntax of match in mongodb.
- match in MongoDB returns the array of documents that satisfy the specified condition.
- We can use write comparison operators such as $gt, $lt, $gte, etc. with match in MongoDB
- We can write multiple conditions in $match for filtering of documents.
