Programming Language Data Types Reference

This document provides a comprehensive reference of built-in data types across multiple programming languages. It covers Python, PostgreSQL, JavaScript, C, C++, Rust, and Mojo.

Python

Numeric Types

• int: Integer of unlimited precision
• float: Double-precision floating-point number
• complex: Complex number with real and imaginary parts

Sequence Types

• str: Immutable sequence of Unicode characters
• list: Mutable sequence of objects
• tuple: Immutable sequence of objects
• range: Immutable sequence of numbers

Mapping Type

• dict: Mutable mapping of keys to values

Set Types

• set: Mutable unordered collection of unique objects
• frozenset: Immutable unordered collection of unique objects

Boolean Type

• bool: Truth value (True or False)

Binary Types

• bytes: Immutable sequence of bytes
• bytearray: Mutable sequence of bytes
• memoryview: Memory view of a bytes-like object

None Type

• NoneType: Represents the absence of a value (None)

PostgreSQL

Numeric Types

• smallint: 2-byte signed integer (-32,768 to 32,767)
• integer / int: 4-byte signed integer (-2,147,483,648 to 2,147,483,647)
• bigint: 8-byte signed integer (-9,223,372,036,854,775,808 to 9,223,372,036,854,775,807)
• decimal / numeric: Exact numeric with selectable precision
• real: 4-byte floating-point number (6 decimal digits precision)
• double precision: 8-byte floating-point number (15 decimal digits precision)
• serial: 4-byte autoincrementing integer
• bigserial: 8-byte autoincrementing integer
• smallserial: 2-byte autoincrementing integer
• money: Currency amount (fixed precision)

Character Types

• character / char(n): Fixed-length character string
• character varying / varchar(n): Variable-length character string with limit
• text: Variable-length character string without limit

Binary Data Types

• bytea: Binary data ("byte array")

Date/Time Types

• timestamp: Date and time (without time zone)
• timestamp with time zone / timestamptz: Date and time with time zone
• date: Date (no time of day)
• time: Time of day (no date)
• time with time zone / timetz: Time of day with time zone
• interval: Time interval

Boolean Type

• boolean: Logical boolean (true/false)

Enumerated Type

• enum: User-defined enumerated types

Geometric Types

• point: Point on a plane (x,y)
• line: Infinite line
• lseg: Line segment
• box: Rectangular box
• path: Closed path (similar to polygon)
• polygon: Polygon
• circle: Circle (center point and radius)

Network Address Types

• cidr: IPv4 or IPv6 network address
• inet: IPv4 or IPv6 host address with optional netmask
• macaddr: MAC address
• macaddr8: MAC address (EUI-64 format)

JSON Types

• json: JSON data stored as exact copy of input text
• jsonb: JSON data stored in a decomposed binary format

Arrays

• array: Array of any data type

UUID Type

• uuid: Universally Unique Identifier (128-bit)

XML Type

• xml: XML data

Range Types

• int4range: Range of integers
• int8range: Range of bigints
• numrange: Range of numeric
• tsrange: Range of timestamp without time zone
• tstzrange: Range of timestamp with time zone
• daterange: Range of date

Others

• tsvector: Text search document
• tsquery: Text search query
• pg_lsn: PostgreSQL Log Sequence Number
• txid_snapshot: User-level transaction ID snapshot

JavaScript

Primitive Data Types

• Number: 64-bit floating-point numbers (includes integers and floating-point values)
• BigInt: Arbitrary precision integers (suffix with 'n', e.g., 123n)
• String: Sequence of characters (text)
• Boolean: Logical entity (true or false)
• undefined: Represents a variable that has been declared but not assigned a value
• null: Represents the intentional absence of any object value
• Symbol: Unique and immutable primitive value (ES6+)

Object Types

• Object: Collection of properties (key-value pairs)
• Array: Ordered list of values
• Function: Callable object that executes a block of code
• Date: Represents dates and times
• RegExp: Regular expressions for pattern matching
• Map: Collection of key-value pairs where keys can be of any type
• Set: Collection of unique values of any type
• WeakMap: Collection of key-value pairs where keys must be objects
• WeakSet: Collection of objects only
• ArrayBuffer: Fixed-length raw binary data buffer
• SharedArrayBuffer: Fixed-length raw binary data buffer that can be shared across workers
• DataView: Interface for reading/writing multiple number types in an ArrayBuffer
• TypedArray: Array-like views of binary data buffers (Int8Array, Uint8Array, etc.)
• Promise: Represents the eventual completion of an asynchronous operation
• Intl: Namespace for ECMAScript Internationalization API

Typed Arrays

• Int8Array: 8-bit signed integer array
• Uint8Array: 8-bit unsigned integer array
• Uint8ClampedArray: 8-bit unsigned integer array (clamped)
• Int16Array: 16-bit signed integer array
• Uint16Array: 16-bit unsigned integer array
• Int32Array: 32-bit signed integer array
• Uint32Array: 32-bit unsigned integer array
• Float32Array: 32-bit floating-point array
• Float64Array: 64-bit floating-point array
• BigInt64Array: 64-bit signed integer array
• BigUint64Array: 64-bit unsigned integer array

C

Basic Types

• char: Single character (1 byte)
• signed char: Signed character (-128 to 127)
• unsigned char: Unsigned character (0 to 255)
• short / short int / signed short / signed short int: Short integer (usually 2 bytes)
• unsigned short / unsigned short int: Unsigned short integer
• int / signed / signed int: Integer (typically 4 bytes)
• unsigned / unsigned int: Unsigned integer
• long / long int / signed long / signed long int: Long integer (at least 4 bytes)
• unsigned long / unsigned long int: Unsigned long integer
• long long / long long int / signed long long / signed long long int: Long long integer (at least 8 bytes)
• unsigned long long / unsigned long long int: Unsigned long long integer
• float: Single-precision floating-point (typically 4 bytes)
• double: Double-precision floating-point (typically 8 bytes)
• long double: Extended-precision floating-point

Void Type

• void: Represents the absence of type

Derived Types

• Array: Collection of similar types
• Function: Function type
• Pointer: Holds memory address
• Structure: Collection of variables of different types
• Union: Special data type that can hold different data types in the same memory location
• Enum: Enumeration type
• Bit-Field: Special form of structure member that uses a specified number of bits

C99 and Later Additions

• _Bool (C99): Boolean type (replaced by bool in C23)
• _Complex (C99): Complex number type
• _Imaginary (C99): Imaginary number type
• Fixed-width integer types from <stdint.h> (C99):
  • int8_t, int16_t, int32_t, int64_t: Signed integers of exact width
  • uint8_t, uint16_t, uint32_t, uint64_t: Unsigned integers of exact width
  • intptr_t, uintptr_t: Integers capable of holding a pointer

C++

Fundamental Types

• bool: Boolean type (true or false)
• char: Character (usually 1 byte)
• char8_t (C++20): UTF-8 character
• char16_t (C++11): UTF-16 character
• char32_t (C++11): UTF-32 character
• wchar_t: Wide character
• signed char: Signed character
• unsigned char: Unsigned character
• short / short int / signed short / signed short int: Short integer
• unsigned short / unsigned short int: Unsigned short integer
• int / signed / signed int: Integer
• unsigned / unsigned int: Unsigned integer
• long / long int / signed long / signed long int: Long integer
• unsigned long / unsigned long int: Unsigned long integer
• long long / long long int / signed long long / signed long long int (C++11): Long long integer
• unsigned long long / unsigned long long int (C++11): Unsigned long long integer
• float: Single-precision floating-point
• double: Double-precision floating-point
• long double: Extended-precision floating-point
• void: Represents absence of type

Compound Types

• Reference Types:
  • T&: Lvalue reference to type T
  • T&& (C++11): Rvalue reference to type T
• Pointer Types:
  • T*: Pointer to type T
  • T const*: Constant pointer to type T
  • const T*: Pointer to constant T
  • const T const*: Constant pointer to constant T
• Array Types: Fixed-size sequence of elements
• Function Types: Function type
• Enumeration Types:
  • enum: Traditional C-style enumeration
  • enum class / enum struct (C++11): Scoped enumeration
• Class Types:
  • class: User-defined type with default private members
  • struct: User-defined type with default public members
  • union: Special class type that can hold different data types in the same memory location

Standard Library Types

• std::string: String of characters
• std::wstring: String of wide characters
• std::u8string (C++20): String of UTF-8 characters
• std::u16string (C++11): String of UTF-16 characters
• std::u32string (C++11): String of UTF-32 characters
• std::array (C++11): Fixed-size array
• std::vector: Dynamic array
• std::list: Doubly-linked list
• std::forward_list (C++11): Singly-linked list
• std::deque: Double-ended queue
• std::queue: FIFO queue
• std::priority_queue: Priority queue
• std::stack: LIFO stack
• std::set: Collection of unique keys
• std::multiset: Collection of keys
• std::map: Collection of key-value pairs with unique keys
• std::multimap: Collection of key-value pairs
• std::unordered_set (C++11): Hash table of unique keys
• std::unordered_multiset (C++11): Hash table of keys
• std::unordered_map (C++11): Hash table of key-value pairs with unique keys
• std::unordered_multimap (C++11): Hash table of key-value pairs
• std::tuple (C++11): Fixed-size collection of heterogeneous values
• std::pair: Two heterogeneous values
• std::optional (C++17): May or may not contain a value
• std::variant (C++17): Type-safe union
• std::any (C++17): Type-safe container for single values of any type
• std::function (C++11): Polymorphic function wrapper
• std::shared_ptr (C++11): Shared ownership smart pointer
• std::unique_ptr (C++11): Exclusive ownership smart pointer
• std::weak_ptr (C++11): Non-owning observer smart pointer
• std::atomic (C++11): Atomic types for concurrent programming
• std::thread (C++11): Thread class
• std::mutex (C++11): Mutual exclusion primitive
• std::future (C++11): Asynchronous result container
• std::promise (C++11): Asynchronous provider container
• std::chrono::time_point (C++11): Point in time
• std::chrono::duration (C++11): Time duration
• std::filesystem::path (C++17): File system path

Rust

Scalar Types

• i8, i16, i32, i64, i128: Signed integers (8, 16, 32, 64, 128 bits)
• u8, u16, u32, u64, u128: Unsigned integers (8, 16, 32, 64, 128 bits)
• isize, usize: Pointer-sized integers (depends on architecture)
• f32, f64: Floating-point numbers (32, 64 bits)
• bool: Boolean type (true or false)
• char: Unicode scalar value (4 bytes)

Compound Types

• Arrays: Fixed-size collection of same-type elements: [T; N]
• Tuples: Fixed-size collection of values of different types: (T1, T2, ...)
• Slices: Dynamically-sized view into a contiguous sequence: &[T] or &mut [T]

Reference Types

• &T: Immutable reference to type T
• &mut T: Mutable reference to type T

User-Defined Types

• struct: Custom data type with named fields
• enum: Custom type allowing multiple variants
• union: Low-level representation of an enum (unsafe)

Trait Objects

• &dyn Trait: Reference to a type implementing the Trait
• Box: Owned value implementing the Trait

Function Types

• fn(T1, T2, ...) -> R: Function pointer type

String Types

• String: Owned, growable UTF-8 encoded string
• &str: Borrowed string slice (immutable view into a String or string literal)
• CStr, CString: C-compatible strings

Option and Result

• Option: Represents an optional value (Some(T) or None)
• Result<T, E>: Represents success (Ok(T)) or failure (Err(E))

Smart Pointers

• Box: Owned pointer to heap-allocated data
• Rc: Reference-counted pointer (shared ownership)
• Arc: Atomically reference-counted pointer (thread-safe shared ownership)
• Cell: Interior mutability for Copy types
• RefCell: Interior mutability with runtime borrow checking
• Mutex: Mutual exclusion primitive
• RwLock: Reader-writer lock

Never Type

• !: The "never" type for functions that never return

Phantom Type

• PhantomData: Zero-sized type used for type safety

Standard Library Collections

• Vec: Growable array
• HashMap<K, V>: Hash table mapping keys to values
• HashSet: Collection of unique values
• BTreeMap<K, V>: Ordered map using a B-Tree
• BTreeSet: Ordered set using a B-Tree
• LinkedList: Doubly-linked list
• VecDeque: Double-ended queue implemented with a growable ring buffer
• BinaryHeap: Priority queue implemented with a binary heap

Mojo

Primitive Types

• Int: Integer type (default 64-bit)
• Int8: 8-bit signed integer
• Int16: 16-bit signed integer
• Int32: 32-bit signed integer
• Int64: 64-bit signed integer
• UInt: Unsigned integer type (default 64-bit)
• UInt8: 8-bit unsigned integer
• UInt16: 16-bit unsigned integer
• UInt32: 32-bit unsigned integer
• UInt64: 64-bit unsigned integer
• Float: Floating-point type (default 64-bit)
• Float16: 16-bit floating-point
• Float32: 32-bit floating-point
• Float64: 64-bit floating-point
• Bool: Boolean type (True or False)
• String: UTF-8 encoded text
• SIMD: Single Instruction Multiple Data type

Reference Types

• Reference[Type]: Reference to a value (like a pointer)
• OwnedReference[Type]: Owned reference that guarantees no aliasing

Optional Type

• Optional[Type]: Represents a value that might be None

Container Types

• List[Type]: Mutable, dynamically-sized list of homogeneous values
• Dict[KeyType, ValueType]: Dictionary (hash map)
• Set[Type]: Collection of unique values
• Tuple[Type1, Type2, ...]: Immutable, fixed-size collection of heterogeneous values

Specialized Types

• StringLiteral: Compile-time string literal type
• DType: Data type descriptor
• Type[T]: Type object (metaprogramming)
• NoneType: Type of None value

Pointer Types

• Pointer[Type]: Raw pointer to a value
• DTypePointer[Type]: Typed raw pointer to a value with a specific data type

Memory Types

• Buffer: Raw memory buffer
• HeapArray[Type, Size]: Fixed-size array allocated on the heap

Tensor-Related Types

• Tensor[Type, Size]: Tensor type with specified element type and dimensions
• TensorShape: Shape of a tensor
• TensorSlice: Slice of a tensor

Custom Types

• struct: User-defined type with named fields
• trait: Interface definition