Python Tutorial: Decorators - Dynamically Alter The Functionality Of Your Functions

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  • Опубліковано 3 жов 2024
  • In this Python tutorial, we will be learning about decorators. Decorators are a way to dynamically alter the functionality of your functions. So for example, if you wanted to log information when a function is run, you could use a decorator to add this functionality without modifying the source code of your original function. So let's take a look at how these decorators work and a few ways in which we can use them. Let's get started.
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КОМЕНТАРІ • 1 тис.

  • @lwwells
    @lwwells 6 років тому +989

    Feels a bit like the first time I saw inception.

    • @heisenolf13
      @heisenolf13 4 роки тому +5

      Totally

    • @arvind31459
      @arvind31459 4 роки тому +99

      If you go three wrapper levels down then there's no coming back 😄

    • @celebratinglife6239
      @celebratinglife6239 4 роки тому +2

      😂

    • @ritikarashmi300
      @ritikarashmi300 4 роки тому +19

      the most confusing thing about in inception is keeping track of reality

    • @TheHamous
      @TheHamous 3 роки тому +1

      hahaha totally agree

  • @MrVwin
    @MrVwin 7 років тому +211

    Perfect Explanation + Good Examples + Good tempo + Nice voice . thank you corey

  • @rmalshe
    @rmalshe 8 років тому +841

    The way you teach programming is really nice! Its very basic, it is paced very well, and it is very logical. In addition you use code snippets that are really concise. Many other videos are either too fast, or too slow, or often simply lack the logic.
    Often times one can see videos, or written programs but when the teacher doesn't tell why it should be done in a certain way, the inspiration is missing, and then it is very tempting to pick up bad habits that may look simpler, but are inefficient methods.
    Keep up your good work, and every now and then when I will look for efficiency, I will search for your name :)
    Now I wish you were a data scientist at Intel where I work.

    • @coreyms
      @coreyms  8 років тому +91

      Hey thanks! I appreciate that.

    • @popik45
      @popik45 7 років тому +10

      No doubt- it's the best tutorial for python!! Thanks 🙏

    • @SuhaibDHD
      @SuhaibDHD 7 років тому +8

      i agree, i've never found tutorial videos more interesting, concise and informative than these. thanks so much!

    • @bisaktobangachi
      @bisaktobangachi 6 років тому +17

      Don't go to Intel leaving your online students. Please keep up this good work.

    • @缪宇航
      @缪宇航 5 років тому +3

      Agree,this is the best tutorial video about decorator.Also the best video I've found about python

  • @saitaro
    @saitaro 7 років тому +201

    Wow now I can decorate my decorators while I'm using my decorated functions

    • @coreyms
      @coreyms  7 років тому +54

      Haha. It's definitely easy to get carried away.

    • @jeff_mci_gaming6018
      @jeff_mci_gaming6018 6 років тому +1

      lolol thats hilarious

    • @Lilly24244
      @Lilly24244 4 роки тому +4

      It's hard transitioning from interior design to python

  • @jeff_mci_gaming6018
    @jeff_mci_gaming6018 6 років тому +233

    Your hands down the best damn online-teacher i've seen yet...there was one other dude on Udemy , but you've surpassed him...Your videos makes programming twice as fun because you explain things so easily for ppl to understand...I can see how this would result in a person spending hours at the keyboard, generating new ways to implement their code with their newly-learned information ( at least that's what your videos have done for me!! lol)....thanks for your hard work, Corey.

    • @coreyms
      @coreyms  6 років тому +13

      Thanks! I appreciate that

    • @aziz5556
      @aziz5556 6 років тому +2

      who is that dude on udemy, I hope you didn't mean jose

    • @jeff_mci_gaming6018
      @jeff_mci_gaming6018 6 років тому

      nope not him...out of respect, i would rather not say this person's name. :)

    • @akshitaggarwal7878
      @akshitaggarwal7878 5 років тому

      @@aziz5556 Tony Alicea of Wired part of javascript. Respect Corey a lot but everyone has right to know handful of good teachers :)

    • @william3588
      @william3588 4 роки тому

      @@aziz5556 is jose portilla bad?

  • @monasamir5288
    @monasamir5288 2 роки тому +30

    I have no experience in programming whatsoever so my expectations for understanding the concept of decorators were pretty low. However, to my own surprise, after I finished the video, I managed to write and successfully run an entire decorator with no errors whatsoever.
    Thank you won't be enough! You have got a real talent in simplifying extremely complicated topics to non technical people such as myself and I'm extremely thankful that I got to witness this talent. God bless!

  • @randiarisman2419
    @randiarisman2419 5 років тому +3

    I don't know why, but I never watch full ads before on any youtube channel, but this is the first time I watch all 2 ads, 1 in 2 minutes because I could not support you by money or else. All of your good videos makes me still able to work in my current dying job with my dream that getting my new job in my bright future. Thank you, Corey!

  • @hitmanLis
    @hitmanLis 8 років тому +70

    You could be the best instructor in the entire world... nice flow!

  • @muzik6808
    @muzik6808 5 років тому +3

    u r the best example for humanity.. that u r providing such kind of education.. that we cant get after paying somewhere..

  • @deserve_it
    @deserve_it 5 років тому +2

    This is an another example of the very common witty remark.Thing is not complicated as it looks from a first glance, we only need a proper man who can explain it clearly. You are the man ! Thank you very much!

  • @majed316
    @majed316 5 років тому +29

    This is the first contact for me with decorators and surprisingly i have got it completely, that's rarely happen to me specially with such complicated concept, usually I need a week at least and tons of resources to make sense out of it.
    Your videos invaluable treasure, We couldn't thank you enough no matter how many times we say thank you.
    You are literally my hero.

    • @coreyms
      @coreyms  5 років тому +2

      Thanks! Glad you found it helpful

  • @mahesh_kok
    @mahesh_kok 6 років тому +2

    No one Could ever make decorator understand to anyone this better. I find myself lucky to find you on UA-cam and I admit without any doubt, you are SAVIOUR to all those commenting down below..Thanks a ton

  • @badoiuecristian
    @badoiuecristian 4 роки тому +5

    Your clarity on how to start simple then expand into more complex examples in a logical way is amazing.

  • @anujlahoty8022
    @anujlahoty8022 2 місяці тому +1

    When complexity meets qualitative pedagogy!!!
    Loved every second of it Sir Corey

  • @sphiwematone8196
    @sphiwematone8196 4 роки тому +8

    Nobody has ever really had this impact in my life honestly, you sir are my hero I dont even have enough words to describe how great you are. It's also fascinating and soo godly how someone you have not even met can have this amount of impact in your life. You have done for me what no one else has ever done to my life, I moved from being a complete novice to intermediate and I'm hoping to keep learning from your videos. You are the best💯💫👑

    • @coreyms
      @coreyms  4 роки тому +4

      Wow, thanks so much for the kind words. I'm really happy to hear the videos have helped :)

  • @harikamacharla7005
    @harikamacharla7005 5 років тому +2

    You are too good at teaching. That's only possible when you have a clear idea of every minute thing happening and the order in which it happens. Hats off! and thanks for taking your time and teaching such complex content in such an easy way.

  • @chiefmofo
    @chiefmofo 7 років тому +28

    This is the best explanation of decorators that's I've come across. Kudos!

  • @atul6981
    @atul6981 7 років тому +1

    I search your channel first if there is anything I don't understand in Python, and I am never disappointed. Thank you so much for sharing these videos. And keep them coming. Cheers!!

  • @mpertalulaki4186
    @mpertalulaki4186 7 років тому +56

    your python tutorials are works of art; really concise and educational; thanks

  • @g2nd
    @g2nd 4 роки тому +1

    Finally, a python developer who uses names on functions and variables clearly. Unlike those that I watched prior to this, using f, f1; tire, tires; div, div1. Thanks Corey! This made following the execution flow easily and effortlessly.

  • @akash__choudhary
    @akash__choudhary 4 роки тому +3

    Corey, you are the best, I attended many online courses, some are paid but none of them was as good as you. you teach what id important and the way you explain basics,it is superb.thank you for sharing your knowledge free and guiding many of beginner python students like me.

  • @innerpeace2139
    @innerpeace2139 4 роки тому +1

    I am in Pluralsight right now as its free for the whole month of April due to Covid, as I am doing the courses of Bingham and Smallshire, I just had to run to your video as I knew I will be more enlightened. Well worth my time. You are very good teacher and thanks a lot!

  • @caio-jl6qw
    @caio-jl6qw 5 років тому +295

    The proper way to never forget how decorators work is just keeping in mind what that '@' syntax means:
    @decorator
    def function():
    ...
    is equivalent to: function = decorator(function).

  • @gouthamanush
    @gouthamanush 6 років тому +1

    I have watched several videos and read several websites to know about decorators but no one could explain me clearly the functionality of a decorator. Now it's crystal clear :)

  • @AlexCooper0
    @AlexCooper0 5 років тому +447

    "A decorator is just a function that takes another function as an argument, adds some kind of functionality, and then returns another function."

    • @iamblaineful
      @iamblaineful 4 роки тому +71

      And then it becomes JavaScript

    • @orkhanahmadov9963
      @orkhanahmadov9963 4 роки тому +3

      @@iamblaineful ahahahahahhahaha and we were running from javascript to python

    • @yogenghodke
      @yogenghodke 4 роки тому +3

      Wow. Poetic words

    • @ahmednabielalkanaq3559
      @ahmednabielalkanaq3559 4 роки тому +25

      In other words... "A decorator adds some decorations to a function, returning a decorated function!"

    • @basicallypitharous1604
      @basicallypitharous1604 4 роки тому

      So basically, a decorator is a function, it's created by taking a argument which will be a function by assigning a variable to an argument which is a function that when executes displays some kind of functionality, this variable is turn into a function by using closures since it assigned its self and returned it and made it a function with that, it took advantage of closures creating a decorator? I don't fully understand but I'll get there

  • @sashabagdasarov9649
    @sashabagdasarov9649 4 роки тому +1

    i really happy when i search solution for my trouble, and find your video

  • @karthikvenkataram4790
    @karthikvenkataram4790 Рік тому +3

    This content is a boon for newbies like me to learn better about decorators and wrappers. Thanks a lot Corey Schafer 🙏

  • @graycybermonk3068
    @graycybermonk3068 5 років тому +1

    You are really Killing. I am trying to understand Decorator more than 2 months. But after your tutorial. Every this is clear. Respect.

  • @vxz90044
    @vxz90044 5 років тому +14

    What an amazing teacher. Making the complex; simple. Thank you good sir.

  • @Dr.Tree13
    @Dr.Tree13 4 роки тому

    One of the best tutorial about python on youtube. If the author can slower his speaking rate, I won't complain anything

  • @amanmaldar
    @amanmaldar 6 років тому +8

    1:25 The variable 'message' wasn't created inside the inner_function but inner_function does have access to message variable. This is called free variable. Spot on. Thanks for the awesome description.

  • @livingwithlinlin3122
    @livingwithlinlin3122 4 роки тому +1

    Best decorator tutorials with best practical examples. Not a long video considering how much info it covers. Well worth the time.

  • @Oda3908
    @Oda3908 4 роки тому +3

    Corey, you are a true mentor and master of programming. I was just trying to remember what its definition said but couldn't understand how it works for those complex explanations. You make it concise and clear, show it in a logical and straight forward way. I just want to say thank you that for all of your tutorial videos you saved so many self-taught programmers.

  • @marceloi4822
    @marceloi4822 Рік тому

    Hi Corey. Greetings from Ecuador (South America). I'm learning very much about Python with your knowledge. Thanks a lot

  • @danailpetrov
    @danailpetrov 5 років тому +9

    I just had to say this. I’ve been doing some programming for about 15y now but this isn’t my ‘bread and butter’ so often I’d stuck on a topic (which in this case was the decorators in python) and believe me, I’ve read quite a lot blogs, articles, etc, and as many others I just ended-up here... I can finally say I do understand it and it all makes perfect sense. Thank you for your time and efforts doing this fantastic job!
    P.s. I really hope my appreciation somehow hopes you pay the bills too ... lol ;-) (I liked, subscribed, etc :-))

    • @coreyms
      @coreyms  5 років тому +1

      Thanks! I’m glad the video helped. And yes, liking and subscribing helps very much! Thanks again!

  • @prathameshmahankal4180
    @prathameshmahankal4180 4 роки тому +1

    No matter how many tutorials I see, none of them can compare yours! Great job, sir!

  • @elibaum5489
    @elibaum5489 4 роки тому +7

    watched this video 4 times. Don't regret it.

  • @nabilali1751
    @nabilali1751 2 роки тому +1

    This is simply amazing ... I learned in 30 minutes what a whole chapter couldn't teach

  • @ex0stasis72
    @ex0stasis72 4 роки тому +9

    You taught this better in 30 minutes than my university professor taught this in 2 hours.

  • @raphaelpz
    @raphaelpz 5 років тому +2

    Each and every video I watch from you helps me feel a bit more like a programmer and pushes away the good old impostor syndrome... you are simply the best coding teacher on the internet and I am so grateful to have come across your channel while re-training to become a developer. Thank you so much.

  • @jamesbrown6591
    @jamesbrown6591 5 років тому +3

    by far the best tutorials for python i've come across

  • @landw1802
    @landw1802 3 роки тому +1

    Best Python tutorial came across so far - great pace, materials, and such a nice unwrap of the mysteries around “wrapper”!

  • @veganath
    @veganath 7 років тому +36

    My head hurts, I hope I'm not the only one who had to watch this 3 times....lol. BTW wonderful tutorial thanks

    • @nxxxxzn
      @nxxxxzn 7 років тому +22

      veganath yeah it takes some effort to WRAP one's head around these things at first :D

  • @androidmod183
    @androidmod183 2 роки тому

    I need to rewatch this every day for a week maybe i understand what decorators do. Thank you anyway valuable content.

  • @jasonclement6305
    @jasonclement6305 5 років тому +4

    These python tutorials are the best on youtube.

  • @suhailahamed4991
    @suhailahamed4991 6 років тому +2

    I just walked through this video regarding decorators, additionally i knew what are Clousers and First Class functions....Really, ur teaching is awesome Sir. Thank you

  • @timurbabadjanov9115
    @timurbabadjanov9115 6 років тому +4

    You explain this shit better than most of the professors in my school! Thank you Corey!

  • @sjwang3892
    @sjwang3892 2 роки тому

    How could someone explain this so clearly and easily understood??!! I'm crying. This is as smooth as a chocolate muffin

    • @GGxEpsilon
      @GGxEpsilon 2 роки тому

      Hey, is it necessary to return result at 21:25? Why not just return?

  • @jamesfrank3421
    @jamesfrank3421 6 років тому +5

    You have got to be one of the best teachers I have ever come across. You explain complicated concepts extremely well. Thank you for your time and effort

  • @thomaspham2752
    @thomaspham2752 Рік тому

    You are my idol! not only from your world-class art of teaching , but also from your kind heart to all-over-the-world students !

  • @armanveersinghgill2801
    @armanveersinghgill2801 5 років тому +34

    For those who have just watched the videos on first class functions and closures, video starts at 4:40.

  • @physicsteacher4569
    @physicsteacher4569 3 роки тому

    You made this live for me. All the other stuff I watched (to fix a problem with a Blender to Microsoft Flight Simulator exporter) was jargon and obfuscation. Reminded me of the C Obfuscation competitions we used to engage in forty years ago! I've subscribed! I had to learn Python in a week, so you are my hero!

  • @ponnuvel659
    @ponnuvel659 5 років тому +3

    I have suggested your tutorial to all of my friends. you are helping many people keep doing , thanks a lot from india.

  • @AhmadJutt850
    @AhmadJutt850 2 місяці тому

    This is my 1st video on decorators.
    Comment section is full of comments like: I Watched many tutorials but you helps me to understand better . You are best etc
    and after reading these comments i am thinking about myself as a lucky person who found this master piece in first search😁
    In fact, i am not searching about decorators😅. But glad to found it😍😍😎😎

  • @empeaTV
    @empeaTV 7 років тому +3

    Such a champion you are making even me understand something a complex as decorators. Thatßs close to impossible, but for some reason I totally get what you teach.

    • @ofirsa1
      @ofirsa1 6 років тому

      שירי יום הולדת

  • @Protick1994
    @Protick1994 4 роки тому +1

    You are the best. The way you explained it was flawless. Thank you Sir.

  • @felixlucaciu
    @felixlucaciu 6 років тому +4

    Thank you Corey! Your tutorials are surpassing even the ones offered by Pluralsight!

  • @parhamk75
    @parhamk75 4 роки тому +3

    This tutorial was the best; It expresses the depth of your comprehension and mastery on this issue!

  • @AriaHarmony
    @AriaHarmony 6 років тому +6

    Crystal clear! I finally get decorators! Thank you very much!! :D

  • @jismathew3573
    @jismathew3573 4 роки тому +1

    I like your way of teaching, you build up a concept right from its base explaining from its roots and by the end of the tutorial you show the possibilies one can implement using the functionality.
    The possibilities you show inspires one to try it in their code, you have opened doors for pythonistas across the globe to raise their standards.
    Thanks Corey

  • @snyredbaron21
    @snyredbaron21 6 років тому +8

    Corey, you never cease to amaze me!
    I had seen and read several videos and docs about decorators, but I always ended with doubts and more questions. But I think I finally understand very well all I need to know about decorators. Thanks for your videos!!!

  • @santos3131
    @santos3131 4 роки тому +1

    Very well paced, comprehensive, and has concise examples. One of the best tutorials I've seen, got all the info I needed in 5 minutes

  • @amardeepbhowmick3614
    @amardeepbhowmick3614 5 років тому +6

    This video is a true GEM! You should really consider making an Udemy course. I will share this with all of my Python enthusiast friends. Thank you Corey!

  • @sayedaweshrahman4608
    @sayedaweshrahman4608 2 роки тому +1

    One of the awesome tutorial related to decorator in youtube 👏

  • @DigitalDivotGolf
    @DigitalDivotGolf 5 років тому +4

    For me this was very confusing to learn but after watching this video 30 times i finally understand it. I would have for sure been left behind in school.

  • @10a3asd
    @10a3asd 2 роки тому +1

    holy shit, this was amazingly helpful. I came here to bone up on decorators to understand how to use them to do cProfiling and logging and possibly using them with Prometheus and you covered probably 95% of what I needed to know for all of that.

  • @jayeshvasudeva1133
    @jayeshvasudeva1133 4 роки тому +11

    when he explained *args and **kwargs, tears fell down my eyes

  • @trackstr1
    @trackstr1 11 місяців тому

    I love this man. I followed along by coding along and it has helped me gain a better understanding of decorators

  • @narekisaghulyan8959
    @narekisaghulyan8959 5 років тому +7

    Corey, amazing tutorials. every time I see you have a tutorial regarding the topic I'm looking for I already know I'll understand it. You should do this full-time. I'll donate :)

  • @deepak55793
    @deepak55793 5 років тому +1

    Thanks a lot for your explanation on decorators, helping millions to learn the difficult topic in easy way.

  • @techcode_man
    @techcode_man 6 років тому +6

    Corey, You are a hero! Thank you so much for these videos, these are the best Python videos I have seen. Your teaching methodology is second to none. Thank You!!!

  • @bobfish7699
    @bobfish7699 5 років тому +1

    Another great tutorial. The more I am exposed to Python, especially with the help from these videos, the more I like the language. It is so logical and elegant. I wish it was around in my youth when I started coding, it would have taken over the coding world by now. And I think it will,,,,

  • @thsdsyt
    @thsdsyt 4 роки тому +3

    This videos was awesome! Really simple examples for complex tasks.
    The only thing that I couldn't grasp properly was the idea the wrap decorator inside the functools module.
    Maybe a video about this specific decorator should clarify this tool a little more.
    Thank You!!!

  • @CHBY
    @CHBY 5 років тому +1

    regular expressions and decorators are definitely my most confusing parts of python and you easily helped them make sense! Thank you. They should call decorators PORTALS...that's basically what they are...it gives your function an easy portal to be used anywhere

  • @krishnakanth6106
    @krishnakanth6106 5 років тому +4

    OMG !!!!...You made my day...Best video so far on Decorators...My search ends now :)

  • @rusjazz86
    @rusjazz86 4 роки тому +1

    I'm not native english speaker,
    but when i watching your videos i understand better, than when im watching videos in my native language.
    Thank you for you great job!

  • @rushikesh8132
    @rushikesh8132 4 роки тому +8

    This Guy is A Fucking Legend And a GOD At Teaching Programming . Absolute Madlad . All the respect .
    Hope I will Repay Him Someday !

  • @renujain8911
    @renujain8911 4 роки тому

    One of the best teacher to understand any complicated topic within programming knowledge...

  • @Chayo016
    @Chayo016 7 років тому +5

    Awesome video! I have an exam in like an hour and you actually made me understand the contents :D You are a very good teacher. I'll definitely watch more of your videos when I'm less in a hurry :)

  • @thebuggser2752
    @thebuggser2752 3 роки тому +1

    Great presentation of a difficult topic. Very thorough and complete.
    In general, most Python concepts are pretty intuitive. I find decorators to be anything but intuitive and you did an excellent job of explaining it.

  • @omarfsosa
    @omarfsosa 5 років тому +96

    Dude, I seriously hope someone, somewhere, is paying you a lot of money for your knowledge xD

  • @ThistleBlue
    @ThistleBlue 3 роки тому

    OK this video must be good. I'm only 6 minutes in and after spending the last few days trying to understand Decorators it clicked. I looked at the code I've been using to understand it and I just saw it. So cheers!

  • @MrMartinfo
    @MrMartinfo 7 років тому +3

    my wrapper function couldn't wrap head function before. After seeing your video my wrapper get's the head function to work :D :D :D good work mate, keep up

    • @Max24871
      @Max24871 7 років тому

      nobody knows Is this a play on 'could not wrap my head around this' ?

    • @MrMartinfo
      @MrMartinfo 7 років тому

      BMicraft Hehe yep. Sarcasm detected :D

    • @sunitgautam7547
      @sunitgautam7547 6 років тому

      Lol! XD

  • @604_jassimshaji8
    @604_jassimshaji8 2 роки тому

    Bro I guess u are probably the best python tutor considering youtube as a whole ❤️

  • @user-pt4vn5hr2z
    @user-pt4vn5hr2z 5 років тому +3

    Thank you corey, you are the best :)

  • @kelvinquinonez7694
    @kelvinquinonez7694 8 років тому +3

    These tutorials are amazing!!!

  • @hat0601
    @hat0601 4 роки тому +2

    I wish I had known your videos years ago it would have saved half of my python learning time! Thanks so much for making these videos.

  • @kanakanayahamselvendira7690
    @kanakanayahamselvendira7690 8 років тому +11

    Excellent Teaching. I have watched so many people tutorial but your's the best. Is there anyway I can get your scripts in the printable format or download those tutorial files Please? It will be very handy.

    • @deeeeeds
      @deeeeeds 6 років тому +1

      I doubt you're still looking for this but for anyone who might stumble on this video later, there's a GitHub link in the description.

  • @jpmol17
    @jpmol17 3 роки тому +2

    It's impressive how after 5 years your videos are still helpful and relevant,
    even though it's from early version of python. Great content man, very didactical !

  • @aramhamidi7080
    @aramhamidi7080 7 років тому +3

    Best tutorial!

    • @coreyms
      @coreyms  7 років тому +1

      +Aram Hamidi Thanks, Aram. I saw a notification of another comment of yours about the logging decorator not being applied to both of your functions. I can't find that comment now, so maybe you've got it working. But if you have any further questions just let me know and I'll do my best to answer. Thanks again.

    • @aramhamidi7080
      @aramhamidi7080 7 років тому +1

      Hi Cory, thanks for noticing. I deleted that comment because I realized the problem was in my own code. You did a great job explaining this subject that I don't have any questions for now. Thanks again.

  • @xiaolu7988
    @xiaolu7988 5 років тому +1

    Very clear explanation. I already knew how to use a number of decorators but this is a great review for me to understand the decorators better. Thank you.

  • @michael_d2
    @michael_d2 7 років тому +3

    Hi Corey,
    1. First of all- very nice!
    2. Do you have some repository with a code from the video?

    • @sejalp
      @sejalp 7 років тому

      Yes the code snippets that you used, will be handy thing to have to try out. Very nice tutorials indeed.

    • @maxguichard4337
      @maxguichard4337 7 років тому

      The code used in his videos can be found in the description. This video's code can be found at: github.com/CoreyMSchafer/code_snippets/tree/master/Decorators

  • @itsnevertoolatetolearn4875
    @itsnevertoolatetolearn4875 6 місяців тому

    2024 , and its still fresh and new. Thanks Corey

  • @PR0MINENCE
    @PR0MINENCE 4 роки тому +4

    Decorating rappers

  • @digitalaks
    @digitalaks 7 років тому

    Just at the moment when I was getting question "What if I want timer as well as logging?" you come up with explanation for that. Wonderful mind reading of the viewer!

  • @weiso498
    @weiso498 7 років тому +7

    decorator should be called inceptionator instead....

  • @NITISHKUMAR-qh6fb
    @NITISHKUMAR-qh6fb 4 роки тому

    Hands down what a intuitive explanation.You are legend.

  • @shahriardhruvo4333
    @shahriardhruvo4333 4 роки тому +2

    Thanks sir, I can't thank you enough for giving these awesome explanation as someone like me who is a non-native English viewer can understand for free.

  • @d_learner7573
    @d_learner7573 6 років тому +1

    You are an inspiration for me. I learn from you things that look impossible to learn for me. Thanks a lot.

  • @劉嘉英-f6f
    @劉嘉英-f6f 3 роки тому

    Amazing! In my country, Taiwan, there is no such great programming UA-camr like you.