Internal Working and implementation of hashmap and hashset | Java Interview Questions | Code Decode

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  • เผยแพร่เมื่อ 7 ม.ค. 2025

ความคิดเห็น • 155

  • @rahulagrawal3675
    @rahulagrawal3675 3 ปีที่แล้ว +15

    Really liked the idea of explaining through slides also.
    And thanks for explaining the functionality for Java 7 and Java 8 separately; insightful indeed.

    • @CodeDecode
      @CodeDecode  3 ปีที่แล้ว +1

      Thanks Rahul 🙂👍

  • @vijayavinayaktandur9599
    @vijayavinayaktandur9599 2 ปีที่แล้ว +5

    Thank you so much @code decode guys for your support. I cleared multiple interviews with your valuable videos. Hats off

    • @CodeDecode
      @CodeDecode  2 ปีที่แล้ว

      thanks and all best Vijay for your future

  • @sanyasee17
    @sanyasee17 2 ปีที่แล้ว +4

    The Best Video to understand Internal working of HashMap. Thanks a lot ❤

  • @shreyashachoudhary480
    @shreyashachoudhary480 2 ปีที่แล้ว +1

    Best video I've ever seen about HashMap's working!

    • @CodeDecode
      @CodeDecode  2 ปีที่แล้ว

      Thanks Shreyash 🙂🙂

  • @ssbunny111
    @ssbunny111 2 ปีที่แล้ว +2

    Hi Mam, All you videos are excellent and very helpful to clear interviews. Your are doing this video at 1 AM... Hatsoff to your dedication

    • @CodeDecode
      @CodeDecode  2 ปีที่แล้ว +2

      Thanks a lot 🙂🙂. Yeah that's when we get spare time after office ends 😃. We all are working IT professionals. Btw nice observation 👏👏

  • @smitchaudhari9783
    @smitchaudhari9783 2 ปีที่แล้ว +3

    This channel is underrated! Great work.

    • @CodeDecode
      @CodeDecode  2 ปีที่แล้ว +1

      Thanks for nice words

  • @rajatgoyal2812
    @rajatgoyal2812 ปีที่แล้ว +1

    I was searching for this type of video for a long time.
    This video is very informative and helped me better understand the concepts.
    Thanks for sharing such insightful content.

    • @CodeDecode
      @CodeDecode  ปีที่แล้ว

      Thanks 🙏🙏👍

  • @praphulyadav4471
    @praphulyadav4471 2 หลายเดือนก่อน

    I am really thankful for your videos I just wanted to share that Hashcode is not the parameter for branching in the collision. When a HashMap in Java (Java 8 and later) encounters a bucket with many collisions, it may convert the linked list of entries in that bucket into a balanced tree (specifically a red-black tree). However, the hash code itself is not directly used as the branching variable in the tree; instead, the key's natural ordering or a comparator (if provided) is used to maintain order.

  • @shekhar_sahu
    @shekhar_sahu 2 ปีที่แล้ว +3

    Thank you for taking us through the source code of these classes. I used to be afraid of checking such files. But this is how we get to learn good coding practice also.

    • @CodeDecode
      @CodeDecode  2 ปีที่แล้ว

      Very true Shekhar. Very glad to see u are going through them. 👏👏👏

  • @DevanshuKumar-o5r
    @DevanshuKumar-o5r ปีที่แล้ว +1

    You delivered a nice explanation. It was needed for interview because it is important. I found this video and it helped me out. Thanks.

    • @CodeDecode
      @CodeDecode  ปีที่แล้ว

      Thanks Devanshu 🙂👍

  • @saivamsi4811
    @saivamsi4811 3 ปีที่แล้ว +4

    Hi Mam! You are helping us a lot. Please keep teaching like this And also if possible please make a complete session on Collections frame work end to end. There are many tutorials on youtube, but nobody can teach us the way you do. I found your tutorials very helpful and easiest way to understand.

    • @CodeDecode
      @CodeDecode  3 ปีที่แล้ว

      Sure Sai. Thanks a ton for the nice words. We do have videos on collection framwork. Can u plz tell what all topics u need apart from what are uploaded.

    • @saivamsi4811
      @saivamsi4811 3 ปีที่แล้ว

      @@CodeDecode Linked List, Stack, Vector, HashSet Vs LinkedHashSet Vs TreeSet..Thanks in Advance..

  • @ArunSharma-hu4td
    @ArunSharma-hu4td 3 ปีที่แล้ว +1

    Excellent explanation of internals of hashmap as well as hasheet with proper proof

    • @CodeDecode
      @CodeDecode  3 ปีที่แล้ว

      Thanks Arun 🙂👍

    • @ArunSharma-hu4td
      @ArunSharma-hu4td 3 ปีที่แล้ว

      @@CodeDecodeone video for arrayList internals

  • @anison1111
    @anison1111 ปีที่แล้ว +1

    Simple and accurate explaination - good job

  • @raghuakuthota4900
    @raghuakuthota4900 3 ปีที่แล้ว +3

    Too good of explanation :) thanks lot - great work - keep going

    • @CodeDecode
      @CodeDecode  3 ปีที่แล้ว

      Thanks Raghu 👍🙂

  • @akankshasinha3352
    @akankshasinha3352 2 ปีที่แล้ว +1

    Thankyou so much dear❤ your videos are good to go for interview topics.. crisp and perfect .. Interviewer bhi khush hojaye😂

    • @CodeDecode
      @CodeDecode  2 ปีที่แล้ว

      Haha Thanks a lot Akanksha🙂🙂 and we will be happy when u land at awesome job Girl ❤❤. Keep learning keep rocking girl 🎊🎊👍👍👍👍🎂

  • @divyavegoti4609
    @divyavegoti4609 3 ปีที่แล้ว +1

    Have been checking all your videos..Inspiring work and content!!!

    • @CodeDecode
      @CodeDecode  3 ปีที่แล้ว +1

      Thanks a ton Divya 🙂

  • @sandiyr1989
    @sandiyr1989 ปีที่แล้ว

    you r an amazing teacher..

  • @kaushalchandra9824
    @kaushalchandra9824 5 หลายเดือนก่อน

    Thanks Mam for such à deep knowledge. God Bless you. Keep posting 🎉

  • @GauravSharma-up9gs
    @GauravSharma-up9gs 3 ปีที่แล้ว +1

    Thanks, Your channel is very helpful...

    • @CodeDecode
      @CodeDecode  3 ปีที่แล้ว

      Thanks a ton Gaurav. It means a lot 👍🙂🙂👍

  • @vinayuddagiri
    @vinayuddagiri 3 ปีที่แล้ว +1

    Very good Explanation.

    • @CodeDecode
      @CodeDecode  3 ปีที่แล้ว

      Thanks Vinay 🙂👍

  • @akashkarn8429
    @akashkarn8429 2 ปีที่แล้ว

    After finding such great videos, I am feeling blessed :D Thanks a lot !

    • @akashkarn8429
      @akashkarn8429 2 ปีที่แล้ว +1

      This is pure Quality Content !!

    • @CodeDecode
      @CodeDecode  2 ปีที่แล้ว

      Thanks a lot Akash 🙂👍

  • @aswinkumar6796
    @aswinkumar6796 10 หลายเดือนก่อน +1

    Hi
    I have one doubt
    In bucket, all elements with same hascode only?
    Is it possible, different hashcodes in same bucket as you mentioned in video@13:59?

    • @anisha9709
      @anisha9709 6 หลายเดือนก่อน

      I guess it should be when 2 keys that are different but having same hashcode?

  • @shivamanand9836
    @shivamanand9836 ปีที่แล้ว +1

    13:32 “while converting the list to binary hashcode is used as branching variable” - couldn’t get this part as hashcode is same then they are getting converted to linked list and then equals method is being used to add the values in the linked list. So the question is if it has reached a certain threshold and then how different values of hashcode can come to get converted into tree?

    • @tanmoyroy6041
      @tanmoyroy6041 หลายเดือนก่อน

      Initial hashcode generated from the hashcode() method is different for the nodes in a bucket. The initial hashcode is converted into an index after going through a 2nd hash function, and this index is the index of the bucket, this index is same for all the nodes in a bucket. Let me know if you are not able to understand what I said.

  • @krishnarohit3166
    @krishnarohit3166 3 ปีที่แล้ว +1

    Awesome Explanation

    • @CodeDecode
      @CodeDecode  3 ปีที่แล้ว

      Thanks Krishna 🙂👍

  • @aniketkalamkar227
    @aniketkalamkar227 3 ปีที่แล้ว +3

    Wonderful video explaining exactly what changed with Java8. Can you please create one for ConcurrentHashMap as well

    • @CodeDecode
      @CodeDecode  3 ปีที่แล้ว

      Thanks 🙂Sure Aniket 🙂👍

  • @aneelakar400
    @aneelakar400 3 ปีที่แล้ว +1

    Great explanation Mam.

  • @abhishekjain6559
    @abhishekjain6559 3 ปีที่แล้ว +1

    Nice explanation.. Great help .. thanks

    • @CodeDecode
      @CodeDecode  3 ปีที่แล้ว

      Thanks Abhishek 🙂👍

  • @sreejak6776
    @sreejak6776 3 ปีที่แล้ว +2

    Thankyou for the video mam

    • @CodeDecode
      @CodeDecode  3 ปีที่แล้ว

      You're welcome sreeja

  • @anonymousxyz3856
    @anonymousxyz3856 2 ปีที่แล้ว +1

    excellent explanation

  • @maartensnels3804
    @maartensnels3804 3 ปีที่แล้ว +1

    Keep up the good work!

    • @CodeDecode
      @CodeDecode  3 ปีที่แล้ว

      Thanks Maarten 🙂👍

  • @rajatgoyal2812
    @rajatgoyal2812 ปีที่แล้ว

    At 14:12 you mentioned that in tree the main comparison will be on the basis of hashcode, But in a bucket when there are several entries and all of them have same hashCode then how are we comparing on the basis of hashCode.

  • @mahi2082
    @mahi2082 ปีที่แล้ว +1

    Nice explanation

  • @yasirakhn
    @yasirakhn 2 ปีที่แล้ว +1

    The content is really great, explaining everything in details which makes the internal working of HashMap and HashSet very clear. However, I have one question. Do we need this understanding for programming in real projects as generally we need to use HashMaps and HashSets to store and retrieve collection data and can also iterate using iterators, or is this just for interview purpose ?

  • @chiragshah9171
    @chiragshah9171 ปีที่แล้ว

    14:29 how can we have different hash values if there is hash collision, it's bit confusing there 😮

  • @phanimc11211
    @phanimc11211 ปีที่แล้ว +1

    neatly explained what changed with Java8

  • @vaibhavjain8939
    @vaibhavjain8939 2 ปีที่แล้ว +1

    Next Level

    • @CodeDecode
      @CodeDecode  2 ปีที่แล้ว

      Thanks Vaibhav 🙂🙂👍👍

  • @RANDOMGAMER-nq6jf
    @RANDOMGAMER-nq6jf ปีที่แล้ว

    14:29 im having doubt on why there will be different hashcodes in same bucket??

    • @chiragshah9171
      @chiragshah9171 ปีที่แล้ว

      Yea.. same doubt. Linked list gets created when there is hash collision then how can be there different hash code values

  • @vndprasadgrandhi7024
    @vndprasadgrandhi7024 3 ปีที่แล้ว +3

    Thank you very much.. Could you please do if possible tree set and tree map

    • @CodeDecode
      @CodeDecode  3 ปีที่แล้ว +1

      Nice topic. Sure we will do that

  • @satyajeethukkire6099
    @satyajeethukkire6099 ปีที่แล้ว

    Maam, most of the comment section has the doubt of collision at 14:29 please explain the doubt, it is really confusing

  • @reshusinghal8298
    @reshusinghal8298 2 ปีที่แล้ว

    Ur videos are too good to prepare for interview. I have a question here. Whe linked list is converted into binary tree then which hash code is used to determine the left or right node? As per my understanding hash code of all keys is same because of which collision is happening so now which hash code to use for node calculation?

  • @salmanpatel2968
    @salmanpatel2968 2 ปีที่แล้ว +1

    nice explanation keep it up we will support you and my request to you please make a video on time complexity and space complexity

    • @CodeDecode
      @CodeDecode  2 ปีที่แล้ว +1

      Yeah that's s tough one to understand. We will create video on that soon 👍👍

    • @salmanpatel2968
      @salmanpatel2968 2 ปีที่แล้ว

      @@CodeDecode thanks pl create on that topic

  • @vickybhoir3017
    @vickybhoir3017 8 หลายเดือนก่อน +1

    nice explaination

    • @CodeDecode
      @CodeDecode  8 หลายเดือนก่อน

      Thanks

  • @dipalihafiz9983
    @dipalihafiz9983 25 วันที่ผ่านมา

    where does initial capacity and load factor tie into this?
    Thanks for explaination, need to rewatch

  • @ganeshahiwale4899
    @ganeshahiwale4899 ปีที่แล้ว

    Really liked the explanation can you please create a telegram channel so that we can have communication and polling advantage and discuss our doubts

  • @jeebamvarghese3542
    @jeebamvarghese3542 3 ปีที่แล้ว +1

    Great explanation

  • @rajyalakshmi3077
    @rajyalakshmi3077 3 ปีที่แล้ว +2

    Thanks! Could you please do a video of executor service future get and completablefuture from java
    how to handle if anyone executor service tasks takes too long

    • @CodeDecode
      @CodeDecode  3 ปีที่แล้ว

      Nice topics Rajya, we will surely put video on these

  • @amarthyaseshu683
    @amarthyaseshu683 3 ปีที่แล้ว +1

    Thanks for sharing!

  • @shashwatidash8524
    @shashwatidash8524 8 หลายเดือนก่อน +1

    I have a doubt if anyone could help. Since all entries within a bucket index have the same hash code (due to being placed in the same bucket), how can the hash code determine an Entry object's placement to left or right. Instead, the Comparable interface or custom comparator only will be used to maintain the ordering within the binary tree. Am I getting it right? Since not the whole bucket is changed to a Binary tree, only a particular bucket index is!

    • @chinmayd4093
      @chinmayd4093 6 หลายเดือนก่อน

      @shashwatidash8524 as per my understanding, the first element(for particular bucket) which you will be adding , will be acting as root node of that tree.

  • @kamallochannayak2706
    @kamallochannayak2706 3 ปีที่แล้ว +1

    Great mam...

  • @rohitkapade1130
    @rohitkapade1130 2 ปีที่แล้ว

    14:29 in second point how come is this possible that in one bucket will have keys with different hashcode as we assigned bucket on basis of hashcode itself. I guess binary search tree is based upon keys.

    • @RANDOMGAMER-nq6jf
      @RANDOMGAMER-nq6jf ปีที่แล้ว

      I'm also having the same doubt. The hashcode enters the bucket only if it is same and the keys are used to compare amongst the elements in that bucket. Im confused here..please explain here....

  • @simplegirl2218
    @simplegirl2218 3 ปีที่แล้ว +1

    Mam, please make a video on multi threading concepts..with basic and advanced ..

    • @CodeDecode
      @CodeDecode  3 ปีที่แล้ว +2

      th-cam.com/play/PLyHJZXNdCXsdUXzeeBZIADof_U-40jBJO.html

  • @krishnan6201
    @krishnan6201 2 ปีที่แล้ว +1

    can you plz explain about memory allocation enhancement in 1.8 feature.

  • @kudumulasivaramakrishnared6379
    @kudumulasivaramakrishnared6379 3 ปีที่แล้ว +1

    Please continue all data structures (linear,non linear in graphs, hash table)

  • @jerinxavier5380
    @jerinxavier5380 11 หลายเดือนก่อน

    How can we use hashcode to compare elements while adding to the binary tree. Unless the hashcode was the same we wouldn't push in the same bucket. Right.?

  • @sravanreddyreddy3562
    @sravanreddyreddy3562 ปีที่แล้ว +4

    Just a feedback - There is too much of juggling btw screens...

    • @CodeDecode
      @CodeDecode  ปีที่แล้ว +1

      Understood. We will try to reduce it. 👍👍

  • @arinbose6366
    @arinbose6366 3 ปีที่แล้ว +1

    Thanks but do you have video of say passing hashmap as parameter etc

    • @CodeDecode
      @CodeDecode  3 ปีที่แล้ว +1

      What do u need? M unable to understand the requirement. Can you plz elaborate?

    • @arinbose6366
      @arinbose6366 3 ปีที่แล้ว

      @@CodeDecode I was looking for below found it ,in future can you show some examples like say taking hashmap as parameter, taking hashmap returning list etc, no need for video you can post in github that would help, for you these might seem very simple and common task but for starters this would help a lot,thanks again for all your videos. // returning hashmap
      public HashMap asHashMap( K[] keys,V[] values ) {
      HashMap result = new HashMap();
      if (keys == null || values == null || keys.length != values.length )
      throw new IllegalArgumentException();
      for (int i =0; i

    • @arinbose6366
      @arinbose6366 3 ปีที่แล้ว

      @@CodeDecode I had just given a suggestion,otherwise learnt a lot from your video series 👍

  • @vengateshm2122
    @vengateshm2122 3 ปีที่แล้ว +1

    Thank you!

  • @rasolutions8676
    @rasolutions8676 2 ปีที่แล้ว +1

    Dose Linked List in the bucket (specific index calculated after hashing) is going to convert to tree or is it the complete bucket is getting converted into tree
    a) if it is linked list at specific bucket index then how the hashcode less or greater then calculation will happen as per me at that point hashcode would be same for both element isn't it?
    b) if the complete bucket is getting converted into tree then why we are saying linked list will get convert to tree...if i heard right!
    🤔🤔🤔 Please help me understand the concept

  • @tejasnerkar1330
    @tejasnerkar1330 2 ปีที่แล้ว

    do you have link for all the presentation slides that we can access? It will be really helpful to go through it as a revision before interview.

  • @shivachanda2438
    @shivachanda2438 ปีที่แล้ว

    Very good explanation, but I have a doubt: while explaining handling collisions in java8 nd above, u mentioned that if the hash code is same in a bucket, then we go with comparing keys , but collision is caused because of same code na, my doubt is all the entries in a bucket will having same hashcode ryt that is how they are placed in a bucket , keys may be different but hascode remains same based on hashcode only we are choosing the bucket na, please clear my doubt.

    • @CodeWithCB
      @CodeWithCB ปีที่แล้ว

      All entries in a bucket may not have same hash value though they will have same index. Remember we first calculated hashcode which again converted to some hash value. This hash value is then mapped to some index. And this is the point where two different hash values may result in same index. So while doing get operation first hash values are equated and then keys are equated.

    • @shivachanda2438
      @shivachanda2438 ปีที่แล้ว

      @@CodeWithCB sry what do u mean by hash code and hash value both are same ryt , for a given key we will find hashcode , what is hash value. I didn't get u, please elaborate

    • @CodeWithCB
      @CodeWithCB ปีที่แล้ว +1

      @@shivachanda2438 internal implementation of Hashmap frist calculates hashcode of key as per hashcode() given for key object. Then internally it converts this hashcode to hashvalue h using formula (h = key.hashCode()) ^ (h >>> 16) . This is done to spread keys across the array causing less collisions. And this hashvalue is used further to find actual index using formula index = (n - 1) & hash.

  • @Sanjaykumar-nz4tf
    @Sanjaykumar-nz4tf ปีที่แล้ว

    Hi Mam,
    I have a doubt in the put() method of hashmap..
    If the hashCode of few keys are same means all those will be stored inside same bucket in linked list format (if threshold is increased by 8 means it converts to balanced tree)
    * Right branch will be higher value of hashCode and left will be lower than that..
    My Doubt is all the variables present in same bucket will have same hashCode.. Then how they will be compared while storing in balanced tree?

    • @AshishKumar-vj7fq
      @AshishKumar-vj7fq ปีที่แล้ว

      I also have the same doubt. How different hashcode can be present in same bucket because different objects will land on same bucket only when hashcode for them is same.

  • @arulantony2137
    @arulantony2137 3 ปีที่แล้ว +1

    traversing linked list and tree logn and O(n) then how hashmap complexity isO(1) ?

    • @CodeDecode
      @CodeDecode  3 ปีที่แล้ว +1

      It's said best case complexity o(1) worst case o(logn)

  • @hackstreet781
    @hackstreet781 2 ปีที่แล้ว +1

    From where do you learn Java ? I also want to read from there.

    • @CodeDecode
      @CodeDecode  2 ปีที่แล้ว +1

      Mostly docs helps us a lot in understanding the concepts

  • @djinthemix33
    @djinthemix33 5 หลายเดือนก่อน

    I hope to be that fortunate winner...
    Plz Like✓ SHARE✓ SUBSCRIBE✓

  • @kanchankatkar5226
    @kanchankatkar5226 10 หลายเดือนก่อน

    If same hashcode is there then what will happen in binary tree fornat how key can be comparable will you give example, it's confusing for me

  • @suvch5842
    @suvch5842 3 ปีที่แล้ว

    Do you have any java course from beginner level to advanced in Core to Advanced java

  • @rahulingole4923
    @rahulingole4923 8 หลายเดือนก่อน +1

    still usefull video

    • @CodeDecode
      @CodeDecode  8 หลายเดือนก่อน

      😊

  • @noorahameds8
    @noorahameds8 ปีที่แล้ว

    How will it work if the value is a list
    Map m = new hashmap();

  • @PankajPatil-kw9ic
    @PankajPatil-kw9ic 5 หลายเดือนก่อน

    1:27 Explain slowly

  • @kanikanarwat826
    @kanikanarwat826 2 ปีที่แล้ว

    Hi what will happen if we have overriden equals method but it always returns true.

    • @MHK958
      @MHK958 2 ปีที่แล้ว

      Just do it in eclipse, if equal returns true every time then i think hashmap will store only 1 key if same has code come

  • @lakshmaiahyannagiri291
    @lakshmaiahyannagiri291 2 ปีที่แล้ว +1

    please share the document of this class

    • @CodeDecode
      @CodeDecode  2 ปีที่แล้ว +1

      Which document are you asking for Lakshmaiah?

  • @malaiarasi4400
    @malaiarasi4400 3 ปีที่แล้ว +1

    Hashmap concept was awesome.. Hashset is not much clear.

    • @CodeDecode
      @CodeDecode  3 ปีที่แล้ว +1

      How can we help Malai? What is unclear can u plz tell us so that we can clarify that to u?

    • @malaiarasi4400
      @malaiarasi4400 3 ปีที่แล้ว +1

      Mam i went through the video again now it's clear. Thanks

    • @CodeDecode
      @CodeDecode  3 ปีที่แล้ว +1

      Awesome Malai 🙂👍

  • @9-1939
    @9-1939 10 หลายเดือนก่อน +1

    👌👌👏👏👏🙏

  • @prasadsatpute5197
    @prasadsatpute5197 7 หลายเดือนก่อน +1

    Didi please please please please Me and You not going anywhere.
    If we learn well or quickly, it does not mean that you speak so fast.
    Please explain with some breath at normal speed or read calmly bs itna kahen hai please mam please

  • @BaluKompalli
    @BaluKompalli 2 ปีที่แล้ว +1

    Explanation fine but i am unable to catch that flow. Listened more than 3times. Little bit confusion. Could you please explain in less technical way. Atleast one simple example

    • @CodeDecode
      @CodeDecode  2 ปีที่แล้ว

      Sure we will do that👍👍

    • @BaluKompalli
      @BaluKompalli 2 ปีที่แล้ว

      @@CodeDecode I listened in very slow motion and put a diagram in a paper. Then i understood the concept. I think it is fine for me. No need to do any other video with examples. Another thing is , I tried to donate thank you, but not redirecting to payment page. Will check and update you again.

  • @koushikpan1320
    @koushikpan1320 ปีที่แล้ว +1

    why is your voice shivering. Looks like you are worried of something. 👀

    • @CodeDecode
      @CodeDecode  ปีที่แล้ว

      It might be cold here or mic u
      Issues. Not sure. We will check 🙂👍

  • @amitmapari393
    @amitmapari393 ปีที่แล้ว +2

    Bad explanation

    • @CodeDecode
      @CodeDecode  ปีที่แล้ว

      Hi Amit. Can you please suggest what went Wrong ? We will try to rectify the issue you faced

  • @saaii9
    @saaii9 ปีที่แล้ว +1

    Hi mam can I know your name

    • @CodeDecode
      @CodeDecode  ปีที่แล้ว

      Hello. You can call us team code Decode ❤️. Happy to be connected 🙂

  • @akshayaggarwal6364
    @akshayaggarwal6364 2 ปีที่แล้ว

    it was bit confusing

  • @suhilirshad
    @suhilirshad 6 หลายเดือนก่อน

    very confusing explaination . please make it short and understandable for interview pont of view purpose

  • @siva-m2t7o
    @siva-m2t7o 6 หลายเดือนก่อน

    Vest fello

  • @MHK958
    @MHK958 2 ปีที่แล้ว +1

    Awesome explanation

  • @vickybhoir3017
    @vickybhoir3017 7 หลายเดือนก่อน +1

    nice explaination

    • @CodeDecode
      @CodeDecode  7 หลายเดือนก่อน

      😊