MongoDB Data Types
1. Introduction
MongoDB is a NoSQL database that uses a document-oriented data model. Understanding data types is crucial for effective data storage and retrieval in MongoDB.
2. Core Data Types
MongoDB supports various data types, which include:
- String
- Integer
- Double
- Boolean
- Array
- Object
- Null
- Date
- ObjectId
- Binary Data
- Regular Expression
2.1 String
Strings are used to store text. They are UTF-8 encoded.
db.collection.insertOne({ name: "Alice" })
2.2 Integer and Double
Integers are 32-bit signed, while doubles are 64-bit floating-point numbers.
db.collection.insertOne({ age: 30, height: 5.9 })
2.3 Boolean
Booleans represent true or false values.
db.collection.insertOne({ isActive: true })
2.4 Array
Arrays hold multiple values in a single field.
db.collection.insertOne({ hobbies: ["reading", "traveling"] })
2.5 Object
Objects are nested documents.
db.collection.insertOne({ address: { city: "New York", zip: 10001 } })
2.6 Null
Null represents a non-existent or invalid value.
db.collection.insertOne({ middleName: null })
2.7 Date
Dates are used to store date and time.
db.collection.insertOne({ createdAt: new Date() })
2.8 ObjectId
ObjectId is a unique identifier for documents.
db.collection.insertOne({ _id: ObjectId() })
2.9 Binary Data
Binary data is used for storing binary files.
db.collection.insertOne({ file: new BinData(0, "base64string") })
2.10 Regular Expression
Regular expressions are used for pattern matching.
db.collection.find({ name: /Alice/ })
3. Document Structure
Documents in MongoDB are structured as key-value pairs. The data types are important for defining the structure and ensuring data integrity.
4. Best Practices
Always choose the appropriate data type for your fields to ensure optimal performance and data integrity.
- Use indexes on fields that are frequently queried.
- Limit the size of documents to avoid performance issues.
- Regularly review and refactor schema design as applications evolve.
5. FAQ
What is the difference between an ObjectId and a String?
ObjectId is a 12-byte identifier that provides uniqueness across collections, while a String is simply a text value.
Can I store other data types inside arrays?
Yes, arrays can contain any data type, including other arrays and objects.