Collections and Data Structures

In computer programming, a collection is a grouping of some variable number of data items (possibly zero) that have some shared significance to the problem being solved and need to be operated upon together in some controlled fashion. [1]

This page provides syntax for different types of collections and data structures in Julia (arrays, sets, dictionaries, etc.). Each section includes an example to demonstrate the described methods.

Arrays

Arrays are ordered collection of elements. In Julia they are automatically indexed (consecutively numbered) by an integer starting with 1.

Creating arrays

Action

Syntax

New array (empty)

[]

Specify type (integer)

Int64[]

Specify type (string)

String[]

Array with values

[1, 2, 3, 4, 5]

Array with values

["a1", "b2", "c3"]

Array of numbers

collect(1:10)

Creating array from string

Action

Syntax

Split string str by delimiter into words (e.g., space)

split(str, " ")

Accessing elements

Action

Syntax

Get length of array my_array

length(my_array)

Get first element of array my_array

my_array[1]

Get last element of array my_array

my_array[end]

Get n element of array my_array (e.g., 2)

my_array[2]

Check if element is in array

in(str, my_array)

Adding and removing elements

Action

Syntax

Add element to end

push!(my_array, str)

Remove element from end

pop!(my_array)

Remove element from beginning

popfirst!(my_array)

Add element to beginning

pushfirst!(my_array, str)

Sort and unique

Action

Syntax

Sort array (will not change array itself)

sort(my_array)

Sort array in place (will change array)

sort!(my_array)

Get unique elements in array

unique(my_array)

Compare arrays

Action

Syntax

Intersection

intersect(my_array, your_array)

Union

union(my_array, you_array)

Convert array to string

Action

Syntax

Convert array to string

join(collect(my_array), str)

Input:

# arrays.jl

day_array = ["Monday", "Tuesday", "Wednesday", "Thursday", "Friday"]
day = "Thursday"

array_length = length(day_array)
array_first_day = day_array[1]
array_last_day = day_array[end]

println("Length of array: $array_length")
println("First day of week: $array_first_day")
println("Third day of week: $(day_array[3])")
println("Last day of week: $array_last_day")

println("$day is in $day_array: $(in(day, day_array))")

# add Sunday to beginning and Saturday to end
pushfirst!(day_array, "Sunday")
push!(day_array, "Saturday")

# print each element of array
println("Day of week: ")
for i in 1:length(day_array)
    println("  $(day_array[i])")
end

println("Day of the week: $(join(collect(day_array), ";"))")

# sort the array and print again
sort!(day_array)
println("Day of the week (sorted): $(join(collect(day_array), ";"))")

Output:

Length of array: 5
First day of week: Monday
Third day of week: Wednesday
Last day of week: Friday
Thursday is in ["Monday", "Tuesday", "Wednesday", "Thursday", "Friday"]: true
Day of week: 
  Sunday
  Monday
  Tuesday
  Wednesday
  Thursday
  Friday
  Saturday
Day of the week: Sunday;Monday;Tuesday;Wednesday;Thursday;Friday;Saturday
Day of the week (sorted): Friday;Monday;Saturday;Sunday;Thursday;Tuesday;Wednesday

Sets

Sets are an unordered collection of unique elements.

Creating sets

Action

Syntax

New set (empty)

Set[]

Specify type

Set{Int64}

Set with values

Set([1, 2, 3, 4, 5])

Set with values

Set(["a1", "b2", "c3", "b2"])

Interacting with sets

Action

Syntax

Get length of set my_set

length(my_set)

Check if value is in set

in(str, my_set)

Add value

push!(my_set, str)

Comparing sets

Action

Syntax

Intersection

intersect(my_set, your_set)

Union

union(my_set, your_set)

Difference

setdiff(my_set, your_set)

Input:

# sets.jl

color_set = Set(["red", "yellow", "blue"])
color_set2 = Set(["red", "orange", "yellow"])

println("Length	of set:	$(length(color_set))")

println("Color Set 1")
for color in color_set
    println("  $(color)")
end

println("Color Set 2: $(join(collect(color_set2), "---"))")

println("Intersection: $(intersect(color_set, color_set2))")
println("Union: $(union(color_set, color_set2))")
println("Difference: $(setdiff(color_set, color_set2))")
println("Difference: $(setdiff(color_set2, color_set))")

Output:

Length	of set:	3
Color Set 1
  yellow
  blue
  red
Color Set 2: yellow---orange---red
Intersection: Set(["yellow", "red"])
Union: Set(["yellow", "orange", "blue", "red"])
Difference: Set(["blue"])
Difference: Set(["orange"])

Dictionaries

Dictionaries are unordered collection of key-value pairs where the key serves as the index (“associative collection”). Similar to elements of a set, keys are always unique.

Creating dictionaries

Action

Syntax

New dictionary (empty)

Dict[]

Specify type

Dict{String, Int64}

Dictionary with values

Dict("one" => 1 , "two" => 2, "three" => 3, "four" => 4)

Accessing dictionaries

Action

Syntax

Get value for key in dictionary my_dict

my_dict["one"]

Check if dictionary has key

haskey(my_dict, "one")

Check for key/value pair

in(("one" => 1), my_dict)

Get value and set default

get!(my_dict, "one", 5)<br>get!(my_dict, "five", 5)

Add key/value pair

my_dict["five"] = 5

Delete key/value pair

delete!(my_dict, "four")

Get keys

keys(my_dict)

Get values

values(dict)

Converting dictionaries

Action

Syntax

Convert keys to array

collect(keys(my_dict))

Convert values to array

collect(values(my_dict))

Sorting dictionaries

Action

Syntax

Sorting keys

sort(collect(keys(my_dict)))

Sorting values

sort(collect(values(my_dict)))

Sort by value (descending) with keys

sort(collect(zip(values(my_dict), keys(my_dict))), rev=true)

Sort by value (ascending) with keys

sort(collect(zip(values(my_dict), keys(my_dict))), rev=false)

Get top n by value (e.g., 3)

sort(collect(zip(values(my_dict), keys(my_dict))), rev=true)[1:3]

Input:

# dicts.jl

day_dict = Dict()
day_length_dict = Dict()

day_dict["Mon"] = "Monday"
day_dict["Tue"] = "Tuesday"
day_dict["Wed"] = "Wednesday"
day_dict["Thu"] = "Thursday"
day_dict["Fri"] = "Friday"

if haskey(day_dict, "Wed")
   println("$(day_dict["Wed"])")
end

if !haskey(day_dict, "Sat")
   println("no key \"Sat\"")
end

println("print key-value pairs")
for day in keys(day_dict)
    println("  $day = $(day_dict[day])")
end

println("print values (sorted)")
for day_value in sort(collect(values(day_dict)))
    println("  $day_value")
end

# get length of each value and keep track of lengths
for day_value in values(day_dict)
    day_length = length(day_value)
    day_length_dict[day_value] = day_length
end

println("print lengths")
for day in keys(day_length_dict)
    println("  $day = $(day_length_dict[day])")
end

println("print lengths in descending order")
for (day, length) in sort(collect(zip(values(day_length_dict), keys(day_length_dict))), rev=true)
    println("  $day = $length")
end

println("print lengths in ascending order")
for (day, length) in sort(collect(zip(values(day_length_dict), keys(day_length_dict))), rev=false)
    println("  $day = $length")
end

Output:

Wednesday
no key "Sat"
print key-value pairs
  Wed = Wednesday
  Tue = Tuesday
  Thu = Thursday
  Mon = Monday
  Fri = Friday
print values (sorted)
  Friday
  Monday
  Thursday
  Tuesday
  Wednesday
print lengths
  Friday = 6
  Tuesday = 7
  Thursday = 8
  Wednesday = 9
  Monday = 6
print lengths in descending order
  9 = Wednesday
  8 = Thursday
  7 = Tuesday
  6 = Monday
  6 = Friday
print lengths in ascending order
  6 = Friday
  6 = Monday
  7 = Tuesday
  8 = Thursday
  9 = Wednesday

References

Wikipedia contributors (n.d.). Collection. In Wikipedia. Retrieved May 1, 2024, from https://en.wikipedia.org/wiki/Collection_(abstract_data_type)

Resources

Julia Documentation: Base - Collections and Data Structures
Think Julia: Chapter 10 - Arrays
Think Julia: Chapter 11 - Dictionaries
Think Julia: Chapter 12 - Tuples

PreviousControl Flow NextFile Input/Output

Last updated 7 months ago