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String interpolation
String interpolation
from Wikipedia

In computer programming, string interpolation (or variable interpolation, variable substitution, or variable expansion) is the process of evaluating a string literal containing one or more placeholders, yielding a result in which the placeholders are replaced with their corresponding values. It is a form of simple template processing[1] or, in formal terms, a form of quasi-quotation (or logic substitution interpretation). The placeholder may be a variable name, or in some languages an arbitrary expression, in either case evaluated in the current context.

String interpolation is an alternative to building a string via concatenation, which requires repeat quoting and unquoting;[2] or substituting into a printf format string, where the variable is far from where it is used. Consider this example in Ruby:

apples = 4
puts "I have #{apples} apples." # string interpolation
puts "I have " + String(apples) + " apples." # string concatenation
puts "I have %d apples." % apples # format string

Two types of literal expression are usually offered: one with interpolation enabled, the other without. Non-interpolated strings may also escape sequences, in which case they are termed a raw string, though in other cases this is separate, yielding three classes of raw string, non-interpolated (but escaped) string, interpolated (and escaped) string. For example, in Unix shells, single-quoted strings are raw, while double-quoted strings are interpolated. Placeholders are usually represented by a bare or a named sigil (typically $ or %), e.g. $apples or %apples, or with braces, e.g. {apples}, sometimes both, e.g. ${apples}. In some cases, additional formatting specifiers can be used (as in printf), e.g. {apples:3}, and in some cases the formatting specifiers themselves can be interpolated, e.g. {apples:width}. Expansion of the string usually occurs at run time.

Language support for string interpolation varies widely. Some languages do not offer string interpolation, instead using concatenation, simple formatting functions, or template libraries. String interpolation is common in many programming languages which make heavy use of string representations of data, such as Apache Groovy, Julia, Kotlin, Perl, PHP, Python, Ruby, Scala, Swift, Tcl and most Unix shells.

Algorithms

[edit]

There are two main types of variable-expanding algorithms for variable interpolation:[3]

  1. Replace and expand placeholders: creating a new string from the original one, by find–replace operations. Find variable reference (placeholder), replace it with its variable value. This algorithm offers no cache strategy.
  2. Split and join string: splitting the string into an array, merging it with the corresponding array of values, then joining items by concatenation. The split string can be cached for reuse.

Security issues

[edit]

String interpolation, like string concatenation, may lead to security problems. If user input data is improperly escaped or filtered, the system will be exposed to SQL injection, script injection, XML external entity (XXE) injection, and cross-site scripting (XSS) attacks.[4]

An SQL injection example:

query = "SELECT x, y, z FROM Table WHERE id='$id' "

If $id is replaced with "'; DELETE FROM Table; SELECT * FROM Table WHERE id='", executing this query will wipe out all the data in Table.

Examples

[edit]

ABAP

[edit]
DATA(apples) = 4.
WRITE |I have { apples } apples|.

The output will be:

I have 4 apples

Bash

[edit]
apples=4
echo "I have $apples apples"
# or
echo "I have ${apples} apples"

The output will be:

I have 4 apples

Boo

[edit]
apples = 4
print("I have $(apples) apples")
# or
print("I have {0} apples" % apples)

The output will be:

I have 4 apples

C

[edit]

C does not have interpolated strings, but they can be approximated using sprintf() from <stdio.h>.

#include <stdio.h>

#define BUFFER_SIZE 100

int main() {
    char sentence[BUFFER_SIZE];

    int age = 20;
    float height = 5.9;
    char name[] = "Alice";

    sprintf(sentence, "My name is %s and I am %d years old, and I am %.1f feet tall.", name, age, height);
    printf(sentence);
    // prints:
    // My name is Alice, and I am 20 years old, and I am 5.9 feet tall.
}

C++

[edit]

While interpolated strings do not exist in C++, they can be approximated using std::format and std::print functions.

import std;

using std::string;

int main() {
    int apples = 4;
    int bananas = 3;

    std::println("I have {} apples", apples); // format specifiers
    std::println("I have {0} fruits, of which there are {1} apples and {2} bananas", apples + bananas, apples, bananas); // specify position explicitly

    // using std::format():
    string name = "John Doe";
    int age = 20;
    string greeting = std::format("Hello, {}! You are {} years old.", name, age);
}

Interpolated strings have been proposed for inclusion into C++, based on the {fmt} library.[5]

C#

[edit]
public class Example 
{
    static void Main(string[] args) 
    {
        int apples = 4;
        int bananas = 3;

        Console.WriteLine($"I have {apples} apples");
        Console.WriteLine($"I have {apples + bananas} fruits");
    }
}

[6]

The output will be:

I have 4 apples
I have 7 fruits

This can also be done using String.Format().

using System;

public class Example
{
    static void Main(string[] args)
    {
        int apples = 4;
        int bananas = 3;

        Console.WriteLine(String.Format("I have {0} apples and {1} bananas.", apples, bananas));
    }
}

ColdFusion Markup Language

[edit]

ColdFusion Markup Language (CFML) script syntax:

apples = 4;
writeOutput("I have #apples# apples");

Tag syntax:

<cfset apples = 4>
<cfoutput>I have #apples# apples</cfoutput>

The output will be:

I have 4 apples

CoffeeScript

[edit]
apples = 4
console.log "I have #{apples} apples"

The output will be:

I have 4 apples

Dart

[edit]
int apples = 4, bananas = 3;
print('I have $apples apples.');
print('I have ${apples+bananas} fruits.');

The output will be:

I have 4 apples.
I have 7 fruits.

Go

[edit]

While there have been some proposals for string interpolation (which have been rejected),[7][8][9] As of 2025 Go does not have interpolated strings.

However, they can be approximated using fmt.Sprintf().

import "fmt"

func main() {
    // message is of type string
    message := fmt.Sprintf("My name is %s and I am %d years old.", "John Doe", 20)
    fmt.Println(message)
}

Groovy

[edit]

In groovy, interpolated strings are known as GStrings:[10]

def quality = "superhero"
final age = 52
def sentence = "A developer is a $quality if he is ${age <= 42 ? 'young' : 'seasoned'}"
println sentence

The output will be:

A developer is a superhero if he is seasoned

Haxe

[edit]
var apples = 4;
var bananas = 3;
trace('I have $apples apples.');
trace('I have ${apples+bananas} fruits.');

The output will be:[11]

I have 4 apples.
I have 7 fruits.

Java

[edit]

Java had interpolated strings as a preview feature in Java 21 and Java 22. One could use the constant STR of java.lang.StringTemplate directly.

enum Stage {
    TEST,
    QA,
    PRODUCTION
}

record Deploy(UUID image, Stage stage) {}

public class Example {
    public static void main(String[] args) {
        Deploy deploy = new Deploy(UUID.randomUUID(), Stage.TEST)
        STR."Installing \{deploy.image()} on Stage \{deploy.stage()} ..."
        Deploy deploy = new Deploy(UUID.randomUUID(), Stage.PRODUCTION)
        STR."Installing \{deploy.image()} on Stage \{deploy.stage()} ..."
    }
}

They were removed in Java 23 due to design issues.[12]

Otherwise, interpolated strings can be approximated using the String.format() method.

public class Example {
    public static void main(String[] args) {
        int apples = 3;
        int bananas = 4;

        String sentence = String.format("I have %d fruits, of which %d are apples and %d are bananas.", apples + bananas, apples, bananas);
        System.out.println(sentence);

        String name = "John Doe";
        int age = 20;
        System.out.printf("My name is %s, and I am %d years old.", name, age);
    }
}

JavaScript/TypeScript

[edit]

JavaScript and TypeScript, as of the ECMAScript 2015 (ES6) standard, support string interpolation using backticks ``. This feature is called template literals.[13] Here is an example:

const apples: number = 4;
const bananas: number = 3;
console.log(`I have ${apples} apples`);
console.log(`I have ${apples + bananas} fruits`);

The output will be:

I have 4 apples
I have 7 fruits

Template literals can also be used for multi-line strings:

console.log(`This is the first line of text.
This is the second line of text.`);

The output will be:

This is the first line of text.
This is the second line of text.

Julia

[edit]
apples = 4
bananas = 3
print("I have $apples apples and $bananas bananas, making $(apples + bananas) pieces of fruit in total.")

The output will be:

I have 4 apples and 3 bananas, making 7 pieces of fruit in total.

Kotlin

[edit]
fun main() {
    val quality: String = "superhero"
    val apples: Int = 4
    val bananas: Int = 3
    val sentence: String = "A developer is a $quality. I have ${apples + bananas} fruits"
    println(sentence)
}

The output will be:

A developer is a superhero. I have 7 fruits

Nemerle

[edit]
def apples = 4;
def bananas = 3;
Console.WriteLine($"I have $apples apples.");
Console.WriteLine($"I have $(apples + bananas) fruit.");

It also supports advanced formatting features, such as:

def fruit = ["apple", "banana"];
Console.WriteLine($<#I have ..$(fruit; "\n"; f => f + "s")#>);

The output will be:

apples
bananas

Nim

[edit]

Nim provides string interpolation via the strutils module. Formatted string literals inspired by Python F-string are provided via the strformat module, the strformat macro verifies that the format string is well-formed and well-typed, and then are expanded into Nim source code at compile-time.

import strutils, strformat
var apples = 4
var bananas = 3
echo "I have $1 apples".format(apples)
echo fmt"I have {apples} apples"
echo fmt"I have {apples + bananas} fruits"

# Multi-line
echo fmt"""
I have 
{apples} apples"""

# Debug the formatting
echo fmt"I have {apples=} apples"

# Custom openChar and closeChar characters
echo fmt("I have (apples) {apples}", '(', ')')

# Backslash inside the formatted string literal
echo fmt"""{ "yep\nope" }"""

The output will be:

I have 4 apples
I have 4 apples
I have 7 fruits
I have
4 apples
I have apples=4 apples
I have 4 {apples}
yep
ope

Nix

[edit]
let numberOfApples = "4";
in "I have ${numberOfApples} apples"

The output will be:

I have 4 apples

ParaSail

[edit]
const Apples := 4
const Bananas := 3
Println ("I have `(Apples) apples.\n")
Println ("I have `(Apples+Bananas) fruits.\n")

The output will be:

I have 4 apples.
I have 7 fruits.

Perl

[edit]
my $apples = 4;
my $bananas = 3;
print "I have $apples apples.\n";
print "I have @{[$apples+$bananas]} fruit.\n";  # Uses the Perl array (@) interpolation.

The output will be:

I have 4 apples.
I have 7 fruit.

PHP

[edit]
<?php
$apples = 5;
$bananas = 3;
echo "There are $apples apples and $bananas bananas.\n";
echo "I have {$apples} apples and {$bananas} bananas.";

The output will be:

There are 5 apples and 3 bananas.
I have 5 apples and 3 bananas.

Python

[edit]

Python supports string interpolation as of version 3.6, referred to as "formatted string literals" or "f-strings".[14][15][16] Such a literal begins with an f or F before the opening quote, and uses braces for placeholders:

num_apples: int = 4
num_bananas: int = 3
print(f'I have {num_apples} apples and {num_bananas} bananas')

The output will be:

I have 4 apples and 3 bananas

Ruby/Crystal

[edit]
apples = 4
puts "I have #{apples} apples"
# Format string applications for comparison:
puts "I have %s apples" % apples
puts "I have %{a} apples" % {a: apples}

The output will be:

I have 4 apples

Rust

[edit]

Rust does not have general string interpolation, but provides similar functionality via macros, referred to as "Captured identifiers in format strings", introduced in version 1.58.0, released 2022-01-13.[17]

Rust provides formatting via the std::fmt module, which is interfaced with through various macros such as format!, write!, and print!. These macros are converted into Rust source code at compile-time, whereby each argument interacts with a formatter. The formatter supports positional parameters, named parameters, argument types, defining various formatting traits, and capturing identifiers from the environment.

fn main() {
    let (apples, bananas): (i32, i32) = (4, 3);
    // println! captures the identifiers when formatting: the string itself isn't interpolated by Rust.
    println!("There are {apples} apples and {bananas} bananas.");

    // alternatively, with format!():
    let sentence: String = format!("There are {0} apples and {1} bananas.", apples, bananas);
    println!(sentence);
}

The output will be:

There are 4 apples and 3 bananas.

Scala

[edit]

Scala 2.10+ provides a general facility to allow arbitrary processing of a string literal, and supports string interpolation using the included s and f string interpolators. It is also possible to write custom ones or override the standard ones.

The f interpolator is a compiler macro that rewrites a format string with embedded expressions as an invocation of String.format. It verifies that the format string is well-formed and well-typed.

The standard interpolators

[edit]

Scala 2.10+'s string interpolation allows embedding variable references directly in processed string literals. Here is an example:

val apples = 4
val bananas = 3
//before Scala 2.10
printf("I have %d apples\n", apples)
println("I have %d apples" format apples)
//Scala 2.10+
println(s"I have $apples apples")
println(s"I have ${apples + bananas} fruits")
println(f"I have $apples%d apples")

The output will be:

I have 4 apples

Sciter (tiscript)

[edit]

In Sciter any function with name starting from $ is considered as interpolating function and so interpolation is customizable and context sensitive:

var apples = 4
var bananas = 3
var domElement = ...;

domElement.$content(<p>I have {apples} apples</p>);
domElement.$append(<p>I have {apples + bananas} fruits</p>);

Where

domElement.$content(<p>I have {apples} apples</p>);

gets compiled to this:

domElement.html = "<p>I have " + apples.toHtmlString() + " apples</p>";

Snobol

[edit]
   apples = 4 ; bananas = 3
   Output = "I have " apples " apples."
   Output = "I have "  (apples + bananas) " fruits."

The output will be:

I have 4 apples.
I have 7 fruits.

Swift

[edit]

In Swift, a new String value can be created from a mix of constants, variables, literals, and expressions by including their values inside a string literal.[18] Each item inserted into the string literal is wrapped in a pair of parentheses, prefixed by a backslash.

let apples = 4
print("I have \(apples) apples")

The output will be:

I have 4 apples

Tcl

[edit]

The Tool Command Language has always supported string interpolation in all quote-delimited strings.

set apples 4
puts "I have $apples apples."

The output will be:

I have 4 apples.

In order to actually format – and not simply replace – the values, there is a formatting function.

set apples 4
puts [format "I have %d apples." $apples]

TypeScript

[edit]

As of version 1.4, TypeScript supports string interpolation using backticks ``. Here is an example:

var apples: number = 4;
console.log(`I have ${apples} apples`);

The output will be:

I have 4 apples

The console.log function can be used as a printf function. The above example can be rewritten, thusly:

var apples: number = 4;
console.log("I have %d apples", apples);

The output remains the same.

Visual Basic .NET

[edit]

As of Visual Basic 14, string interpolation is supported in Visual Basic.[19]

name = "Tom"
Console.WriteLine($"Hello, {name}")

The output will be:

Hello, Tom

See also

[edit]

Notes

[edit]
Revisions and contributorsEdit on WikipediaRead on Wikipedia
from Grokipedia
String interpolation is a feature in many modern programming languages that enables developers to embed expressions, variables, or method calls directly within string literals, which are evaluated at compile or runtime and replaced with their string representations to form the final output string. This approach provides a concise and readable alternative to traditional string concatenation or explicit formatting methods, reducing the risk of errors such as mismatched delimiters or type mismatches during assembly. It is particularly useful for generating dynamic content like log messages, user interfaces, or configuration strings, where values need to be inserted seamlessly into templates. The syntax for string interpolation varies by language but typically involves delimiters like curly braces {} within a specially marked . For example, in C#, an interpolated string is prefixed with $ and uses embedded expressions inside braces:

csharp

string name = "Alice"; int age = 30; string message = $"Hello, {name}! You are {age} years old.";

string name = "Alice"; int age = 30; string message = $"Hello, {name}! You are {age} years old.";

This produces the output "Hello, Alice! You are 30 years old." without requiring separate concatenation operations. Similarly, in Swift, interpolation occurs within double-quoted strings using backslashes followed by parentheses:

swift

let name = "Bob" let message = "Greetings, \(name)!"

let name = "Bob" let message = "Greetings, \(name)!"

yielding "Greetings, Bob!". These mechanisms often support formatting options, such as specifying decimal places for numbers, to enhance precision in output. String interpolation enhances code maintainability by making intent clearer and is supported in languages like C#, , F#, Swift, (via template literals), and others, reflecting its widespread adoption for efficient string handling. While it improves productivity, implementations may involve custom handlers for optimization, especially in high-throughput scenarios.

Fundamentals

Definition

String interpolation is a technique in computer programming whereby placeholders embedded within a string template are dynamically replaced by the string representations of variables or the results of expressions, typically at runtime but sometimes at compile-time, to generate a final concatenated string. This process facilitates the creation of dynamic strings without relying on manual concatenation or formatting functions. The core components of string interpolation include the template string, which contains delimited placeholders such as ${var} for variables or %s for generic substitutions; the evaluation context, which determines whether substitution occurs during compilation (for constant expressions) or execution (for dynamic values); and the resulting output string formed by integrating the evaluated placeholders with the static template content. Prerequisite concepts underpinning this mechanism are strings, defined as ordered sequences of characters used to represent textual data; variables, which serve as named containers for storing and retrieving values; and expressions, which are syntactic constructs that compute values from operands and operators. String interpolation can be categorized into direct insertion, where only simple variable values are substituted into placeholders, and expression-based interpolation, which permits the evaluation of complex expressions—such as arithmetic operations or function calls—directly within the placeholders to produce computed results.

History and Evolution

String interpolation traces its origins to the early with the development of , a language designed specifically for string-oriented symbolic processing. Created at in 1962, SNOBOL introduced basic string manipulation capabilities, including and substitution, which allowed for dynamic replacement of patterns within strings. Subsequent versions, such as SNOBOL3 in 1964 and SNOBOL4 in 1967, advanced these features with procedural pattern matching and extensible substitution mechanisms, making string processing a core strength of the language. In the , formatted string output emerged as a precursor to modern through functions like in C, which originated from BCPL's writef mechanism introduced in 1967. The , released in 1977, further popularized runtime variable substitution in scripting environments, enabling simple via dollar-sign prefixed variables in command lines and scripts. This runtime approach became a staple in systems for dynamic string construction during execution. The adoption of string interpolation gained practical momentum in the late 1980s with , released in 1987 by as a text-processing language for scripting tasks. 's double-quoted strings supported seamless variable interpolation, enhancing readability and efficiency in report generation and data manipulation. By the mid-1990s, the rise of spurred the growth of template engines, which extended interpolation principles to server-side rendering; , initially a set of CGI scripts in 1994, evolved into a full templating system by 1995, while Microsoft's (ASP) in 1996 integrated similar dynamic substitution for web pages. In , released in 1995, string interpolation expanded through library support rather than native syntax, with the java.text.MessageFormat class introduced in Java 1.1 (1997) providing parameterized formatting for . Modern languages shifted toward safer, performance-oriented implementations: Swift, launched in 2014, incorporated string interpolation from its inception using backslash-prefixed expressions for concise embedding. Similarly, Rust's 1.0 release in 2015 featured the format! macro, which performs type-safe interpolation at compile time via procedural macros, emphasizing . Over time, string interpolation evolved from purely runtime mechanisms in early shells and scripting languages to static and typed variants in contemporary systems, prioritizing compile-time checks for error prevention and optimization. This progression reflects broader trends in language design, balancing expressiveness with security and efficiency in diverse applications from scripting to .

Benefits and Comparisons

String interpolation offers several key advantages over traditional string manipulation techniques, primarily in terms of readability and maintainability. By embedding expressions directly within the string using placeholders, it eliminates the need for separate concatenation operations or format specifiers, resulting in code that closely resembles the final output string. This approach reduces the cognitive load on developers, as variables and expressions appear inline rather than in disparate arguments, making it easier to understand and modify dynamic content. Additionally, it minimizes common errors such as mismatched parameter counts or type inconsistencies that plague composite formatting methods. From an efficiency standpoint, string interpolation often outperforms repeated string concatenation, particularly in scenarios involving loops or multiple substitutions. Traditional concatenation with operators like + creates intermediate immutable strings, leading to unnecessary memory allocations and garbage collection overhead, whereas interpolation can be compiled to a single-pass akin to optimized concatenation. In languages like Python with f-strings or C# with $"" syntax, this results in superior runtime performance for most practical cases, as the process avoids the quadratic pitfalls of naive concatenation. Practical applications of string interpolation span various domains where dynamic string construction is essential. In logging, it enables concise, human-readable log messages by directly inserting values like timestamps or user IDs, though care must be taken to avoid premature evaluation that bypasses log level filtering. For building user interface strings, such as labels or messages in web or desktop applications, interpolation facilitates rapid assembly of localized or personalized text without verbose formatting calls. In internationalization (i18n) workflows, placeholders allow for locale-specific ordering and formatting of interpolated values, ensuring grammatical accuracy across languages without hardcoding assumptions. SQL query construction benefits from its convenience in embedding parameters, but this requires parameterization to prevent injection vulnerabilities, as direct substitution poses security risks. Compared to string concatenation using operators like +, interpolation is less verbose and more efficient for complex expressions; for instance, building a message like "User {name} logged in at {time}" avoids chaining multiple + operations that could degrade performance in iterative contexts. Versus printf-style formatting (e.g., %s specifiers), it provides greater flexibility by supporting arbitrary expressions without rigid type matching, reducing the risk of runtime format errors while maintaining through compile-time checks in supported languages. Relative to full template libraries like Jinja, which offer advanced features such as conditionals and loops for rendering complex documents, interpolation is lighter-weight and faster for simple substitutions but lacks the power for intricate templating needs. While string interpolation excels in for dynamic content, it introduces trade-offs in specific scenarios. In overly simple cases with few variables, the overhead of placeholders may slightly exceed plain literals, though this is negligible in modern implementations. For and i18n, alternatives like lazy formatting can defer evaluation until necessary, preserving performance and enabling better searchability, whereas interpolation's eager nature may lead to unnecessary computations. Overall, its gains in code clarity and reduced error proneness outweigh these costs for most applications involving moderate dynamism.

Algorithms

Core Algorithms

String interpolation involves two primary phases: parsing and evaluation. In the parsing phase, the template string is tokenized to distinguish between literal text and placeholders. This is typically achieved using a lexical analyzer that operates in a string literal mode, scanning characters sequentially with a finite state machine or regular expressions to detect delimiters such as curly braces {} or percent signs %. For instance, in systems supporting interpolated strings, the lexer identifies the start of a placeholder upon encountering the opening delimiter and switches to an expression-parsing mode until the closing delimiter is found, while accumulating literal segments in between. During the evaluation phase, each identified placeholder is processed through substitution algorithms. The content within the placeholder is parsed as an expression—often using a to construct an ()—and then evaluated at runtime within the current scope to retrieve variable values or compute results. The resulting value undergoes type , such as converting numbers or objects to their string representations via a toString-like method, before being inserted into the output string. Simple replacements use direct variable lookups from the context, whereas complex expressions require full AST traversal and execution. Common approaches to implementing these phases include linear scanning for placeholders and recursive descent for nested expressions. A linear scan processes the template from left to right, appending literal characters to a result buffer until a is encountered, at which point the enclosed expression is extracted, parsed, evaluated, and concatenated as a . For nested s, the parser recursively invokes the interpolation logic on inner placeholders. The following illustrates a basic interpolation loop:

function interpolate(template, context): result = "" i = 0 while i < length(template): if template[i] == '{' and i + 1 < length(template) and template[i+1] != '{': // Start of placeholder start = i + 1 end = start while end < length(template) and template[end] != '}': end += 1 if end == length(template): raise Error("Unclosed placeholder") expr = substring(template, start, end) value = evaluate_expression(expr, context) // Parse and eval via AST result += to_string(value) i = end + 1 else: // Literal text or escaped delimiter result += template[i] i += 1 return result

function interpolate(template, context): result = "" i = 0 while i < length(template): if template[i] == '{' and i + 1 < length(template) and template[i+1] != '{': // Start of placeholder start = i + 1 end = start while end < length(template) and template[end] != '}': end += 1 if end == length(template): raise Error("Unclosed placeholder") expr = substring(template, start, end) value = evaluate_expression(expr, context) // Parse and eval via AST result += to_string(value) i = end + 1 else: // Literal text or escaped delimiter result += template[i] i += 1 return result

This approach ensures sequential processing with O(n) time complexity for the scan, where n is the template length. Edge cases in string interpolation require careful handling to maintain robustness. Escapes, such as \{ to represent a literal opening brace, are processed during the parsing phase by checking for an escape character (e.g., backslash) before treating a delimiter as literal; unescaped delimiters trigger substitution. Malformed placeholders, like unbalanced braces or invalid expressions, result in syntax errors raised during parsing or evaluation. Type coercion addresses cases where the evaluated value is non-string (e.g., integers or booleans), automatically invoking a string conversion to prevent runtime failures, though custom formatters may be applied for precision control.

Implementation Strategies

Implementation strategies for string interpolation vary across programming languages, balancing flexibility, error detection, and efficiency. Compile-time resolution is employed in statically typed languages to evaluate constant expressions and literals during compilation, enabling early error detection and optimization into simple concatenations or constant strings. For instance, in C#, the compiler transforms constant interpolated strings into String.Concat calls or literal values, avoiding runtime overhead. In contrast, runtime evaluation is necessary for dynamic values, where expressions are resolved and formatted at execution time, offering greater flexibility but introducing potential performance costs due to parsing and allocation. This approach is common in dynamic languages or when variables are involved, as seen in C# where non-constant interpolations default to String.Format equivalents. To mitigate runtime inefficiencies, several optimization techniques are utilized. Pre-compilation of interpolation templates involves the compiler generating specialized code, such as calls to append methods on a string builder, rather than generic formatting functions; this eliminates redundant parsing and reduces boxing of values. In .NET 6 and later, interpolated string handlers like DefaultInterpolatedStringHandler facilitate this by appending segments directly to a buffer, supporting stack-allocated character arrays (e.g., via stackalloc) for small strings to minimize heap allocations. Caching evaluated results can further optimize repeated interpolations with identical templates, though this is less prevalent and often handled at the application level. For immutable string environments, using mutable builders like StringBuilder avoids creating intermediate strings, enabling efficient in-place modifications. Additionally, proposals for C++ string interpolation transform f-literals into preprocessor-generated function calls that leverage std::format optimizations, ensuring compile-time validation of format strings. Performance considerations focus on time and memory efficiency, with string interpolation typically achieving O(n) time complexity for linear template processing, where n is the output length, due to sequential appending of fixed and variable segments. Memory usage is optimized by employing single-pass builders that pre-allocate buffers based on estimated sizes, preventing the quadratic growth seen in naive concatenations. Benchmarks in .NET demonstrate these gains: interpolated strings with handlers yield up to 40% higher throughput (e.g., from 111.70 ns to 66.75 ns per operation) and reduce allocations by over 75% (e.g., from 192 B to 40 B per string), outperforming previous interpolation methods like String.Format, with performance comparable to optimized string concatenation. For a fixed number of segments, interpolation offers performance comparable to string concatenation, while StringBuilder is preferred for loops or unknown numbers of appendages to avoid quadratic time complexity. Hybrid approaches extend interpolation by integrating format specifiers for precise control, such as alignment (e.g., padding to fixed widths) or custom formatting (e.g., hexadecimal output), which the compiler resolves via targeted append methods like AppendFormatted<T>(T value, string? format). This combines the readability of interpolation with the precision of composite formatting, maintaining O(n) complexity while supporting type-specific optimizations. For internationalization, interpolation often interfaces with pluralization rules, where runtime locale-aware selection chooses appropriate forms (e.g., singular vs. plural) based on count variables, as in Ruby on Rails' I18n API, which interpolates :count into pluralized templates without altering core efficiency. These integrations ensure cultural adaptability while leveraging underlying builder optimizations.

Language Implementations

Syntax and Features in Major Languages

String interpolation syntax varies across programming languages, typically employing delimiters to embed variables or expressions within string literals. Common delimiters include curly braces {} for placeholders, often combined with prefixes or specific quote types to activate interpolation. For instance, many languages support full expressions inside these delimiters, allowing computations beyond simple variable substitution, while others limit to variables only. Escaping mechanisms, such as doubling braces {{}} or using raw string prefixes, prevent literal interpretation of delimiters and handle special characters. In scripting languages, interpolation often integrates seamlessly with dynamic typing for concise variable embedding. 's template literals, introduced in 6 in 2015, use backtick delimiters (`) with ${expression} for interpolation, supporting multi-line strings and arbitrary expressions; tagged templates further allow custom processing via functions. employs double-quoted strings or heredoc syntax, where variables are interpolated via $variable or {$expression}, enabling simple variable substitution and limited expressions without dedicated delimiters. similarly uses double quotes with #{expression} for interpolation, accommodating variables, method calls, and expressions, with single quotes disabling this feature for literal strings. Object-oriented languages tend to emphasize structured formatting alongside interpolation. C#, since version 6.0 in 2015, prefixes interpolated strings with $ (e.g., $"text {expression}"), supporting expressions, format specifiers (e.g., {expression:format}), and verbatim multi-line variants via $@""; this provides compile-time checking for basic validity. lacks native interpolation in its core syntax, relying on String.format() with % placeholders or , though text blocks introduced in Java 15 (2020) enable multi-line strings without direct embedding; a proposed string templates feature was previewed in Java 21 but ultimately canceled in 2024 and remain unimplemented as of JDK 25 (September 2025). Functional and systems languages incorporate interpolation with paradigm-specific enhancements like and extensibility. Scala's string interpolators, available since Scala 2.10 in 2012, use prefixes such as s"text $variable" for simple variable interpolation, f"text ${expression}%.2f" for formatted output akin to , and raw"text" to disable escaping; these are implemented as methods on StringContext, allowing custom interpolators. employs the format! macro with {} placeholders (e.g., format!("text {}", expression)), supporting named arguments and compile-time type checking to ensure format string-argument mismatches are caught early, integrating with its model for safe string handling; multi-line support occurs via or external crates. Python's f-strings, added in version 3.6 via PEP 498 in 2016, prefix literals with f and use {expression} for , supporting full expressions, format specifiers (e.g., {value:.2f}), and self-documenting debug modes; escaping literals requires {{}}, and multi-line f-strings are possible with triple quotes. Unique features across languages include Rust's , which enforces argument compatibility at to prevent runtime errors, and Scala's integration with regex via custom interpolators for . Evolution in standards reflects growing for , with JavaScript's ES6 template literals and Python's f-strings marking key 2015-2016 advancements in expression-rich, multi-line support.

Examples Across Languages

String interpolation allows developers to embed variables and expressions directly into string literals, producing readable and concise code. This section illustrates practical implementations across a selection of languages, grouped by typing paradigm: dynamic languages (Python, , ) where variables are resolved at runtime with flexible error handling, and static-typed languages (C#, , Swift) where often catches issues at . Examples include basic variable substitution, expression evaluation, and formatted output, with notes on handling edge cases like null or empty values.

Dynamic Languages

In Python, f-strings (introduced in version 3.6) enable direct embedding of expressions within curly braces, evaluated at runtime. For a simple variable insertion:

python

name = "Alice" greeting = f"Hello, {name}!" print(greeting) # Output: Hello, Alice!

name = "Alice" greeting = f"Hello, {name}!" print(greeting) # Output: Hello, Alice!

Expressions can be computed inline, such as arithmetic:

python

age = 25 status = f"In {age * 2} years, you'll be {age * 2}." print(status) # Output: In 50 years, you'll be 50.

age = 25 status = f"In {age * 2} years, you'll be {age * 2}." print(status) # Output: In 50 years, you'll be 50.

For formatted output, f-strings support alignment and precision:

python

pi = 3.14159 radius = 5 area = f"Area: {pi * radius ** 2:.2f}" print(area) # Output: Area: 78.54

pi = 3.14159 radius = 5 area = f"Area: {pi * radius ** 2:.2f}" print(area) # Output: Area: 78.54

Null handling (None in Python) results in the string representation "None" without crashing:

python

value = None result = f"Value: {value}" print(result) # Output: Value: None

value = None result = f"Value: {value}" print(result) # Output: Value: None

These features make f-strings efficient for dynamic building, as they are parsed once at function definition time. uses template literals with backticks and ${} for runtime interpolation, supporting multiline strings and expressions. Basic variable insertion:

javascript

const name = "Bob"; const greeting = `Hello, ${name}!`; console.log(greeting); // Output: Hello, Bob!

const name = "Bob"; const greeting = `Hello, ${name}!`; console.log(greeting); // Output: Hello, Bob!

Expressions evaluate dynamically:

javascript

const age = 30; const status = `In ${age * 2} years, you'll be ${age * 2}.`; console.log(status); // Output: In 60 years, you'll be 60.

const age = 30; const status = `In ${age * 2} years, you'll be ${age * 2}.`; console.log(status); // Output: In 60 years, you'll be 60.

Formatted output leverages built-in methods within expressions:

javascript

const pi = 3.14159; const radius = 5; const area = `Area: ${ (pi * radius ** 2).toFixed(2) }`; console.log(area); // Output: Area: 78.54

const pi = 3.14159; const radius = 5; const area = `Area: ${ (pi * radius ** 2).toFixed(2) }`; console.log(area); // Output: Area: 78.54

For null or undefined values, coerces them to "null" or "undefined" strings:

javascript

const value = null; const result = `Value: ${value}`; console.log(result); // Output: Value: null

const value = null; const result = `Value: ${value}`; console.log(result); // Output: Value: null

Template literals are particularly useful in modern for dynamic UI strings. supports interpolation in double-quoted strings at runtime, using variables prefixed with $ or @ for arrays. Simple variable insertion:

perl

my $name = "Charlie"; my $greeting = "Hello, $name!"; print $greeting; # Output: Hello, Charlie!

my $name = "Charlie"; my $greeting = "Hello, $name!"; print $greeting; # Output: Hello, Charlie!

Expressions require or , but basic ops can be embedded:

perl

my $age = 35; my $status = "In " . ($age * 2) . " years, you'll be " . ($age * 2) . "."; print $status; # Output: In 70 years, you'll be 70.

my $age = 35; my $status = "In " . ($age * 2) . " years, you'll be " . ($age * 2) . "."; print $status; # Output: In 70 years, you'll be 70.

For formatted output, sprintf integrates well:

perl

my $pi = 3.14159; my $radius = 5; my $area = sprintf("Area: %.2f", $pi * $radius ** 2); print $area; # Output: Area: 78.54

my $pi = 3.14159; my $radius = 5; my $area = sprintf("Area: %.2f", $pi * $radius ** 2); print $area; # Output: Area: 78.54

Undefined values interpolate as empty strings, avoiding errors:

perl

my $value = undef; my $result = "Value: $value"; print $result; # Output: Value:

my $value = undef; my $result = "Value: $value"; print $result; # Output: Value:

This approach suits Perl's text-processing heritage with flexible runtime binding.

Static-Typed Languages

C# employs interpolated strings with the $ prefix (since C# 6.0), compiling expressions at build time for . Variable insertion:

csharp

string name = "Diana"; string greeting = $"Hello, {name}!"; Console.WriteLine(greeting); // Output: Hello, Diana!

string name = "Diana"; string greeting = $"Hello, {name}!"; Console.WriteLine(greeting); // Output: Hello, Diana!

Expressions are evaluated and checked statically:

csharp

int age = 40; string status = $"In {age * 2} years, you'll be {age * 2}."; Console.WriteLine(status); // Output: In 80 years, you'll be 80.

int age = 40; string status = $"In {age * 2} years, you'll be {age * 2}."; Console.WriteLine(status); // Output: In 80 years, you'll be 80.

Formatting uses colons for specifiers:

csharp

double pi = 3.14159; double radius = 5; string area = $"Area: {pi * radius * radius:F2}"; Console.WriteLine(area); // Output: Area: 78.54

double pi = 3.14159; double radius = 5; string area = $"Area: {pi * radius * radius:F2}"; Console.WriteLine(area); // Output: Area: 78.54

Null values trigger NullReferenceException if not handled, but null-conditional operators mitigate:

csharp

string value = null; string result = $"Value: {value ?? "null"}"; Console.WriteLine(result); // Output: Value: null

string value = null; string result = $"Value: {value ?? "null"}"; Console.WriteLine(result); // Output: Value: null

Compile-time checks ensure type mismatches are caught early. uses the format! macro for compile-time interpolation, enforcing borrow checker rules. Basic insertion:

rust

let name = "Eve"; let greeting = format!("Hello, {}!", name); println!("{}", greeting); // Output: Hello, Eve!

let name = "Eve"; let greeting = format!("Hello, {}!", name); println!("{}", greeting); // Output: Hello, Eve!

Expressions compile with :

rust

let age = 45; let status = format!("In {} years, you'll be {}.", age * 2, age * 2); println!("{}", status); // Output: In 90 years, you'll be 90.

let age = 45; let status = format!("In {} years, you'll be {}.", age * 2, age * 2); println!("{}", status); // Output: In 90 years, you'll be 90.

Formatting via specifiers like :.2:

rust

let pi = 3.14159; let radius = 5.0; let area = format!("Area: {:.2}", pi * radius * radius); println!("{}", area); // Output: Area: 78.54

let pi = 3.14159; let radius = 5.0; let area = format!("Area: {:.2}", pi * radius * radius); println!("{}", area); // Output: Area: 78.54

Nulls (None in Option) require explicit handling to avoid panics:

rust

let value: Option<&str> = None; let result = format!("Value: {:?}", value); println!("{}", result); // Output: Value: None

let value: Option<&str> = None; let result = format!("Value: {:?}", value); println!("{}", result); // Output: Value: None

This macro-based approach promotes safe, performant string handling. Swift interpolates with in double-quoted strings, leveraging compile-time type checking. Variable insertion:

swift

let name = "Frank" let greeting = "Hello, \(name)!" print(greeting) // Output: Hello, Frank!

let name = "Frank" let greeting = "Hello, \(name)!" print(greeting) // Output: Hello, Frank!

Expressions evaluate at runtime but with static types:

swift

let age = 50 let status = "In \(age * 2) years, you'll be \(age * 2)." print(status) // Output: In 100 years, you'll be 100.

let age = 50 let status = "In \(age * 2) years, you'll be \(age * 2)." print(status) // Output: In 100 years, you'll be 100.

Custom formatting via string interpolation with format specifiers:

swift

let pi = 3.14159 let radius = 5.0 let area = String(format: "Area: %.2f", pi * radius * radius) print(area) // Output: Area: 78.54

let pi = 3.14159 let radius = 5.0 let area = String(format: "Area: %.2f", pi * radius * radius) print(area) // Output: Area: 78.54

Nil (optional) values need unwrapping to prevent crashes:

swift

let value: String? = nil let result = "Value: \(value ?? "nil")" print(result) // Output: Value: nil

let value: String? = nil let result = "Value: \(value ?? "nil")" print(result) // Output: Value: nil

Swift's design emphasizes safety in and macOS applications.

Security and Best Practices

Common Security Risks

String interpolation poses significant security risks, particularly when untrusted user input is incorporated without proper sanitization, enabling attackers to manipulate the resulting strings in unintended ways. One of the most prevalent vulnerabilities is , where interpolated user input is directly embedded into database queries, allowing malicious SQL code to alter query logic. For instance, constructing a query like SELECT * FROM users WHERE id = ${input} with unsanitized input such as ' OR '1'='1 can bypass authentication and expose sensitive data. This issue has historically affected applications, where string concatenation—functionally similar to interpolation—was commonly used to build dynamic queries before the widespread adoption of prepared statements in the early , leading to numerous data breaches as documented in CVE entries from 2003 onward. Code injection represents another critical threat, especially in dynamic environments where interpolated strings are evaluated as executable code, such as in server-side template engines. Server-side template injection (SSTI) occurs when user input is interpolated into templates and executed, potentially allowing remote code execution (RCE); for example, in a Jinja2 template like Hello {{name}}!, supplying name as {{7*7}} evaluates to 49, but more malicious payloads like {{config.__class__.__init__.__globals__}} can access system internals. In template literals, untrusted input can similarly inject and execute arbitrary expressions, escalating to full code control if the template is processed server-side. In web applications, string interpolation without HTML escaping introduces (XSS) risks, where interpolated user input is rendered into , enabling script execution in the victim's browser. For example, interpolating a parameter like <script>alert('XSS')</script> into an output string such as Welcome, ${userInput}! allows the script to run, potentially stealing session cookies or keystrokes. This reflected XSS variant is common in search results or error pages that echo inputs via interpolation. Format string attacks, common in C-like languages, arise when user-controlled strings are passed as format specifiers to functions like printf, leading to unintended memory reads or writes. An attacker supplying input like %x%x%x%x to printf(input) can leak stack contents, including sensitive data such as addresses or credentials, or cause crashes via buffer overflows. Data leakage is another concern, as interpolating sensitive variables (e.g., credentials) into strings can expose them in logs, process lists, or error messages, especially in environments like Groovy where interpolation bypasses masking.

Mitigation Strategies

To mitigate security risks associated with string interpolation, developers should prioritize techniques that prevent injection attacks and unauthorized code execution by separating data from executable logic. These strategies focus on input handling, safe formatting, and verification processes to ensure interpolated strings remain controlled and predictable. Escaping and sanitization are fundamental defenses, where potentially malicious characters in user inputs are neutralized before interpolation. In , Embedded Ruby (ERB) templates implement automatic HTML escaping by default, converting special characters like < to &lt; in output contexts to prevent (XSS) attacks during interpolation. For manual handling, functions such as ERB::Util.html_escape (aliased as h) allow explicit sanitization of user-provided strings before insertion, ensuring they do not introduce executable code. In languages without built-in auto-escaping, developers must apply context-aware sanitization, such as URL-encoding for web links or SQL-escaping for database strings, tailored to the interpolation's usage environment. Parameterized alternatives offer robust protection by avoiding direct string interpolation altogether, particularly in high-risk scenarios like database queries. Prepared statements, supported in languages like Python via libraries such as psycopg2 or SQLAlchemy, bind user inputs as parameters separate from the SQL structure, preventing injection by treating data as literals rather than executable code. Similarly, logic-less templating engines like Mustache use non-executable placeholders (e.g., {{variable}}) that perform simple substitution without evaluating expressions, reducing the for in web applications. These methods ensure that interpolated values cannot alter the intended logic, providing a safer alternative to dynamic string building. Best practices emphasize proactive input validation and design constraints to minimize vulnerabilities. All user inputs should undergo strict validation—such as whitelisting allowed characters or length limits—before to block malformed data that could exploit format specifiers or escape sequences. Limiting expression complexity in interpolated strings, by avoiding nested or dynamic evaluations, further reduces exposure; for instance, Rust's type-safe formatting via the std::fmt module enforces compile-time checks on format arguments, preventing runtime mismatches that could lead to buffer overflows or leaks. Regular code audits and reviews, using tools like linters, help identify and refactor insecure patterns early in development. Modern frameworks integrate built-in protections to streamline secure interpolation. Python's f-strings, introduced in PEP 498, support format specifications (e.g., {value!r} for safe representation) that inherently limit user-controlled formatting, making them more resistant to format string attacks compared to older methods like % formatting when inputs are pre-validated. These features encourage safe usage by design, such as automatic quoting in certain contexts, while still requiring developer awareness of scenarios where premature evaluation could expose sensitive data. Testing approaches are essential for verifying mitigation effectiveness. Unit tests should simulate injection vectors by supplying adversarial inputs (e.g., SQL fragments or tags) to interpolated functions and asserting that outputs remain sanitized or rejected. Static analysis tools, such as those detecting format string vulnerabilities in C/C++ code or taint tracking in dynamic languages, scan source code without execution to flag unsafe interpolations, enabling early remediation. Combining these with dynamic testing in pipelines ensures comprehensive coverage against evolving threats.

References

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