set

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Published: Jul 5, 2016 License: MIT Imports: 3 Imported by: 0

README

Set

A set is an abstract data type that stores unorder unique values. Sets differ from other list-type containers because most operations of a set check for existence rather than for actual values. Still, it can be used in place of an array or another container if order doesn't matter and duplicates don't need to be stored.

The typical two types of sets are static sets and dynamic sets. As you can imagine the core difference is that statis sets only allow search and traversal while a dynamic set can be added to and subtracted from.

Implementation

Due to the set properties many sets are implemented using a hash table where the keys are the values of the set. In my implementation here, I decided to use a hash table for this to make it very easy to work with. Other structures such as standard arrays and trees can be used if the tradeoffs are better for your use case. For instance a balanced binary search tree will guarantee o(lg n) complexity for most cases where a hash table may degrade to o(n) at worst case.

A binary search tree may be overkill though because the ordering of a set typically doesn't matter which is why a hash table can be a good candidate.

Operations

Sets are based on math's finite sets so operations are very similar. Some of the most common operations are:

  • Union: Return a new set which is a combination of two sets.
  • Intersection: Return a new set which contains the values that exist in two sets.
  • Difference: Return a new set which contains the values that don't exist in another set. This will change based on the set asking for the difference.

Some other common operations are:

  • IsSubset: Check if another set is the subset of your set.
  • IsSuperset: Check if your set is the subset of another.

Use Cases

A set can be used in places where membership is important rather than the real contents of a container. For instance, if you simply want to see how two containers compare then set operations can provide clarity. If you care about unique data and don't care about order, a set can be a lighter way to store items as well.

Time Complexity

Case Average Worst Case
Space O(n) O(n)
Search O(1) O(n)
Insert O(1) O(n)
Delete O(1) O(n)

Documentation

Index

Constants

This section is empty.

Variables

This section is empty.

Functions

This section is empty.

Types

type Set

type Set struct {
	// contains filtered or unexported fields
}

Set is a wrapper around a hash table containing the actual items. To make it easy, items must be strings in this example so it conforms to my simple hash table structure.

func NewSet

func NewSet() *Set

NewSet creates an empty Set instance.

func (*Set) Add

func (s *Set) Add(key string)

Add inserts a new item into the set.

func (*Set) Cardinality

func (s *Set) Cardinality() uint64

Cardinality returns the number of items in the set.

func (*Set) Contains

func (s *Set) Contains(key string) bool

Contains checks if an items exists within the set.

func (*Set) Difference

func (s *Set) Difference(other *Set) *Set

Difference returns a new set containing its items that the other set does not contain.

func (*Set) Intersection

func (s *Set) Intersection(other *Set) *Set

Intersection returns a new set containing the values that overlap between both sets.

func (*Set) IsEmpty

func (s *Set) IsEmpty() bool

IsEmpty returns an answer based on the current cardinality.

func (*Set) Remove

func (s *Set) Remove(key string)

Remove attempts to delete an item from the set.

func (*Set) String

func (s *Set) String() string

String fullfills the Stringer interface allowing easy set printing.

func (*Set) Subset

func (s *Set) Subset(condition func(string) bool) *Set

Subset builds a subset based on a conditional function.

func (*Set) Union

func (s *Set) Union(other *Set) *Set

Union returns a new set containing all of the values from both sets.

func (*Set) Values

func (s *Set) Values() []string

Values returns the values from the hash table. In reality it iterates the hash table for the keys.

func (*Set) Visit

func (s *Set) Visit(fn func(string))

Visit is a method allowing a function to be applied to each item in the set.

Source Files

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