Here is full information about MongoDB, a popular NoSQL database used for modern web and mobile applications:
๐ Overview
- Name: MongoDB
- Type: NoSQL Database (Document-oriented)
- Initial Release: February 2009
- Created By: 10gen (now MongoDB Inc.)
- License: Server Side Public License (SSPL)
- Official Website: https://www.mongodb.com
๐ง What Is MongoDB?
MongoDB is a NoSQL, document-based database designed for storing large volumes of semi-structured or unstructured data. Unlike relational databases that store data in rows and tables, MongoDB stores data in BSON documents (Binary JSON), which resemble JSON objects.
๐งพ Core Concepts
1. Documents
- Basic unit of data in MongoDB.
- Stored as BSON (Binary JSON).
- Example:
{
"_id": ObjectId("507f1f77bcf86cd799439011"),
"name": "John Doe",
"age": 30,
"email": "john@example.com"
}
2. Collections
- A group of MongoDB documents.
- Similar to tables in SQL.
3. Database
- A container for collections.
๐ Key Features
1. Schema-less (Flexible Schema)
- Documents in the same collection can have different structures.
- Easier to evolve application features without strict schema migrations.
2. Horizontal Scalability
- Built-in support for sharding (distributing data across multiple servers).
3. High Performance
- Optimized for read/write speed.
- Supports indexing, in-memory processing, and aggregation.
4. Rich Query Language
- Supports queries like:
- Filters
- Projection
- Aggregation pipelines
- Text search
- Geospatial queries
5. Built-in Replication
- Replica sets provide high availability by maintaining copies of data on multiple servers.
6. Aggregation Framework
- For complex data processing and transformation (similar to SQL GROUP BY).
db.orders.aggregate([
{ $group: { _id: "$customerId", total: { $sum: "$amount" } } }
]);
7. Transactions (since v4.0)
- Support for multi-document ACID transactions, similar to relational DBs.
8. Geospatial Indexing
- For location-based queries (e.g., “find all stores near me”).
โ๏ธ MongoDB Architecture
- Driver Layer: Interfaces for various languages (Node.js, Python, Java, PHP, etc.)
- Query Engine: Parses and executes queries.
- Storage Engine: Manages how data is stored and retrieved (default is WiredTiger).
- Replication: Using replica sets for fault tolerance.
- Sharding: Partitioning data across servers for scalability.
๐ฆ Tools in the MongoDB Ecosystem
1. MongoDB Atlas
- Cloud-hosted MongoDB as a service.
- Supports backups, monitoring, auto-scaling, and global clusters.
2. Compass
- GUI for visualizing and querying MongoDB databases.
3. Mongoose
- ODM (Object Document Mapper) for MongoDB in Node.js.
4. Realm
- Mobile database and backend platform (acquired by MongoDB Inc.).
๐งฐ Installation
Local Installation:
# On Ubuntu
sudo apt install -y mongodb
Using Docker:
docker run -d -p 27017:27017 --name mongo mongo
Connecting with Node.js:
const { MongoClient } = require('mongodb');
const client = new MongoClient('mongodb://localhost:27017');
await client.connect();
const db = client.db('myDatabase');
๐ Security Features
- Role-based access control (RBAC)
- TLS/SSL encryption
- Field-level encryption
- Authentication with LDAP, Kerberos, or certificates
๐ Use Cases
- Real-time analytics
- Content management systems
- IoT applications
- Mobile applications
- E-commerce
- Social media apps
- Product catalogs
๐ Learning Resources
- Official Docs: https://docs.mongodb.com
- Courses: MongoDB University (free), Udemy, Coursera
- Books: “MongoDB: The Definitive Guide”, “MongoDB in Action”
โ Pros
- Schema flexibility
- Easy scalability
- High availability and fault tolerance
- Rich query language
- Strong developer tooling and cloud integration
โ Cons
- Higher memory usage (due to document size and schema flexibility)
- Joins are less straightforward than in relational databases
- Transactions are newer and less mature than in SQL DBs
๐ MongoDB vs SQL
Feature | MongoDB | SQL Databases |
---|---|---|
Schema | Flexible | Fixed |
Data Storage | JSON/BSON Documents | Tables and Rows |
Joins | Limited ($lookup) | Built-in JOINs |
Scalability | Horizontal (sharding) | Vertical |
Transactions | Supported (v4.0+) | Native |
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