Getting started with DSA and competitive coding
What you will learn
Time complexity
Space Complexity
What are Arrays and how to work in Arrays
How to handle String in Java
What are Sets, Map, List, Stack and Queue
How to Declare, use, and iterate – Sets, Map, List, Stack and Queue
Description
These notes contain basic details such as how to declare, initiate, access(add/remove), iterate arrays, set, list, map, queue, stack
Arrays
stores values of the same data type. The address of elements stored consecutively in memory
length is fixed. inserting or deleting an element in middle is not easy
Declaration:
int[] nums = {1,2,4} //initializing with values
int[] nums = new int[10] //initializing with size. 0 will be initialized in all indexes if we declare without variables
Accessing an element:
Array index starts from 0..length-1
int[] nums = {1,2,4}
nums[0] — 1
nums[1] — 2
nums[2] — 4
Built-in methods to use in Arrays
Sorting an element — Arrays. sort(nums);
Finding the size of array — array_name.length
Filling array element with some values –
Arrays. fill(nums, -1) -> this will assign all values in the array as -1
Iterating Arrays
Let us consider we loop the elements in an integer array, we can do it like below
1. For loop:
for (i = 0; i < nums.length; i++) {
System.out.print(nums[i]); // accessing each element of array
}
2. For each loop
for (int i : nums) {
System.out.print(i);
}
Strings
Strings are nothing but a sequence of character values. They will be is written inside “ ”.
Declaration
Strins s = “Welcome”; // string literal
String s=new String(“Welcome”); // string object
The strings created like this are not mutable. If we want to add or delete anything from this string, we need to use StringBuilder or String Buffer class only
Built-in methods:
length of a string — length()
seeing character at some position — charAt()
if a string contains particular substring — contains()
Converting string to char array — toCharArray()
taking substrings — substring()
Replacing in string — replace()
Replacing first occurence — replaceFirst()
joining two strings — string1. concat(string2)
getting index of a character — string.indexOf(character)
removes beginnind and ending space in string — trim()
converting lower and capital letters inside string — toUpperCase() and toLowerCase()
StringBuilder:
StringBuilder is mutable.
Declaration:
StringBuilder string = new StringBuilder(“Welcome”);
Built in methods used in String Builder:
All string built in methods can be used here as well
string. append(“strings”) — to append to a string
string. insert(startIndex,”string”) — to insert a string from particular index
string. delete(startIndex, endIndex) — deleted string from the start to given end index
string. reverse() — to reverse the array
Iterating String:
For each loop:
for (Char c : string.toCharArray()){
{
System.out.println(c);
}
For loop:
for(int i = 0; i < string.length();i++)
{
System. out. println(string.charAt(i));
}
List:
size is dynamic
They store in the order we provide and they can have duplicates
Declaration
List<Data type> varName = new ArrayList<>();
List<Data type> varName = new LinkedList<>();
- ArrayList
List<String> a1 = new ArrayList();
a1. add(“Zara”);
a1. add(“Mahnaz”);
a1. add(“Ayan”);
System. out. println(“ ArrayList Elements”);
System.out.print(“\t” + a1);
Output
ArrayList Elements
[Zara, Mahnaz, Ayan]
2. Linked List
List<String> l1 = new LinkedList<>();
l1. add(“Zara”);
l1. add(“Mahnaz”);
l1. add(“Ayan”);
System. out. println();
System. out. println(“ LinkedList Elements”);
System.out.print(“\t” + l1);
output:
LinkedList Elements
[Zara, Mahnaz, Ayan]
Built in methods in List-
add(value), add(index, value),
remove(value),
get(key),
contains(value) returns true or false
isEmpty() return true or false,
clear(),
size() returns int
removeLast()
removeFirst()
Difference between Array List & Linked List:
Array List stores values sequentially, so if we add or remove a value it needs more time to shift its elements and adjust
LinkedList stores randomly in memory and links by pointers. inserting and deleting takes less time here
Set:
Set can’t have duplicates
Types of Set
HashSet — stores values in random order and it is unsorted
LinekedHashset — stores in order we give
Treeset — stores in asc order
When to use Set
- When we want to find union/intersection/difference in two sets of data, we can use sets.
- Whenever we want to find a missing or a duplicate element we can first about Sets
Declaration and initialisation:
Set<Integer> set = new HashSet<>();
set.add(5);
set.add(18);
Build in methods –
add(value) — returns t/f,
remove(value),
contains(value) — returns t/f,
isEmpty() return true or false,
clear(),
size() returns int
Union — set1. addAll(set2);
Intersection — set1. retainAll(set2);
Difference between sets — set1. removeAll(set2);
Maps:
stores unique key, value pair
Types of Map
Hash Map — stores in random order and the key won’t be sorted
Linked Hash Map — stores in order we provide
Tree Map — stores in key’s ascending order
When to use the map
Whenever we want to count the frequency of something, we can use Map
Whenever we want to group something and count them, we can use Map
Declaration and Initialization
Map<String,String> m1 = new HashMap();
m1. put(“Zara”, “8”);
m1. put(“Mahnaz”, “31”);
m1. put(“Ayan”, “12”);
m1. get(“Zara”);
Methods:
-put(key,value), get(key)
-containsKey(key) — returns true or false
-containsValue(value) — returns true or false
-isEmpty() — returns True or false
-size() returns int
-values() returns list of values
-keys() returns list of keys
-putIfAbsent(key,new value)
-getOrDefault(existing,inititalize value)
-ceilingKey(key) -> gives greater element to the key
-lowerKey or floorkey(key) -> gives smaller element to the key
Iterating hash map
for(int value : map. values()){
}
for(int key : map. keys()){
}
for(Map.Entry<String,String> entry : map.entrySet()){
System.out.println(“Key = “ + entry.getKey() +
“, Value = “ + entry . getValue());
}
Stack:
Stack stores elements of the same data type.
We can insert, and remove elements in the stack in the Last In First Out policy (LIFO)
Declaration
Stack<Type> variable_name = new Stack<>();
Stack<Integer> stack = new Stack<>();
Methods used in Stack:
stack_name . push() — insert element into a stack
stack_name . peek() — checks the topmost element in the stack
stack_name . pop() — removes the topmost element in the stack
stack_name . size() — returns the number of elements in stack
stack_name . empty() — returns true / false. if stack is empty, it returns true. if stack is not empty it retuns false
stack_name . clear() — clears the stack
stack_name . contains(value) — returns true if the value we check is there in stack or else it returns false
stack_name . remove(index) — removes the value in given index
stack_name . search(value) — searches the value in stack and returns us the index of the value if present.
Iterating stack:
We can go through the stack elements in two ways.
1. Popping the elements
We can pop the stack elements one by one and go through all the elements.
2. For each loop
We can go through the stack by a for loop as below
for(String s : stack_name)
{
//Stack will be iterated from bottom to top direction in this way
}
How to identify if that problem can be solved using a stack
1. when we want to evaluate brackets, and expressions in a certain order we can use stacks.
2. When we wanted to use backspace characters in the keyboard or in any similar situations, we can use stacks
3. When we want to delete or remove the last elements we can use the stack.
4. When we want to backtrack to something and then again move forward direction multiple times we can use the stack.
5. We can use stack to find some peak elements (assuming the value plotted something like a graph) we can use stacks
Queue: (Interface and not class)
FIFO policy
1. Queue<Integer> ll = new LinkedList<Integer>(); //stores in order we insert
2. Queue<Integer> pQueue = new PriorityQueue<Integer>(); //it stores in Asc order. This can also be used as Min heap
2. Queue<Integer> pQueue = new PriorityQueue<Integer>((a,b) -> b-a); //it stores in desc order. This can also be used as max heap
methods:
offer(element) used to initialize the queue
add(element),
remove(element) /poll() returns top element
peek()/element() returns the top element that will be polled
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