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Scala Functional Programming

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Macros

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Macros in Scala are powerful language features allowing compile-time code transformations and generation, usually used for metaprogramming.

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Immutable Values (val)

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In Scala, 'val' is used to declare a variable that is immutable, meaning its value cannot be changed once assigned.

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Higher-Order Functions

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Higher-order functions are functions that can take other functions as parameters and/or return a function as a result.

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Pattern Matching

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Pattern matching is a mechanism for checking a value against a pattern and deconstructing complex data structures.

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Case Classes

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Case classes are special types of classes in Scala useful in pattern matching, automatically providing functionality like equality, serialization, and hashCode.

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Closures

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A closure is a function that captures the bindings of free variables in its lexical context.

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Option Type

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The Option type in Scala is used to represent optional values that could either be something (Some) or nothing (None), providing a safer alternative to null.

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Functional Composition

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Functional composition is the act of combining simple functions to build more complex functions.

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Immutable Collections

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Immutable collections in Scala do not allow modification of their elements once created. They can be found in the 'scala.collection.immutable' package.

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Streams

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Streams in Scala are lazy lists where elements are computed on-demand. Useful for representing infinite sequences.

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Partial Functions

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Partial functions are functions that are only defined for certain values of their input type. They are represented in Scala using 'PartialFunction' type.

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Type Classes

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Type classes are a pattern that allow us to extend existing classes with new behavior, without using inheritance or altering the class itself.

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Implicit Conversions

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Implicit conversions allow automatic conversion between compatible types, using functions marked with the 'implicit' keyword.

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First-Class Functions

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First-class functions are treated as first-class citizens, meaning they can be assigned to variables, passed as arguments, and returned from other functions.

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Lazy Evaluation

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Lazy evaluation delays the evaluation of an expression until its value is needed, potentially reducing computing overhead.

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For-Comprehensions

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For-comprehensions in Scala provide a clearer syntax for composing multiple operations with monads, including Options, Try, Lists, etc.

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Continuations

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Continuations represent points in a program where execution can continue. Scala offers a mechanism to capture continuations with a library support.

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Monads

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A monad is a design pattern used to handle program control flow in a functional way, allowing for sequential operations.

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Partial Function Application

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Partial function application refers to the process of fixing a number of arguments to a function, producing another function of smaller arity.

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Try and Either Types

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The Try and Either types are used to represent computations that might result in a failure. Try has Success and Failure cases, while Either has Left and Right (by convention, Right is successful).

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View

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A view in Scala provides a lazy version of a collection, where transformations will not be applied until they are explicitly forced or an element is accessed.

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Parallel Collections

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Parallel collections in Scala allow for easy parallelization of operations over a collection, utilizing multi-core architecture effectively.

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Algebraic Data Types (ADTs)

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ADTs are a kind of composite type used in functional programming, consisting of product types (e.g., case classes) and sum types (e.g., sealed trait hierarchies).

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Type Inference

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Scala's type inference system allows the language to deduce types automatically, reducing the amount of type annotations needed by the programmer.

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Value Discarding

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Value discarding occurs when the result of an expression is not used, often due to the side effects the expression performs.

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Tail Recursion

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Tail recursion is a specific form of recursion where the recursive call is the last operation in the function, allowing for optimization by the compiler.

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Currying

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Currying is the technique of transforming a function with multiple arguments into a sequence of functions, each with a single argument.

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Pure Functions

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A pure function is a function where the return value is determined solely by its input values, without observable side effects.

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