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{ "metadata": { "channels": 1, "created": "2024-02-04T05:57:43.651Z", "duration": 712.20245, "model_info": { "30089e05-99d1-4376-b32e-c263170674af": { "arch": "nova-2", "name": "2-general-nova", "version": "2024-01-09.29447" } }, "models": [ "30089e05-99d1-4376-b32e-c263170674af" ], "request_id": "17640972-128f-48ea-88f1-f6151cc6a411", "sha256": "92cdbeb507b6cb0a9347c078399a081caaa24f8ed3451282dba37b32d23e38c2", "summary_info": { "input_tokens": 2649, "model_uuid": "67875a7f-c9c4-48a0-aa55-5bdb8a91c34a", "output_tokens": 82 }, "transaction_key": "deprecated", "warnings": null }, "results": { "channels": [ { "alternatives": [ { "confidence": 0.9980469, "entities": null, "paragraphs": { "paragraphs": [ { "end": 25.44, "num_words": 88, "sentences": [ { "end": 5.52, "start": 0.24, "text": "Vim, a text editor for writing code where you navigate around the screen with a keyboard instead of a mouse." }, { "end": 10.6449995, "start": 5.52, "text": "It's based on the original Unix text editor VI, which came about in 19 76." }, { "end": 15.764999, "start": 10.945, "text": "Then vi improved or Vim followed it in 1991 with a bunch of improvements." }, { "end": 20.98, "start": 16.064999, "text": "But why in the age of modern c d e's would you ever wanna use a keyboard based text editor." }, { "end": 25.44, "start": 21.12, "text": "When you write code all day every day, your fingers should be glued to the keyboard at all times." } ], "speaker": 0, "start": 0.24 }, { "end": 44.28, "num_words": 70, "sentences": [ { "end": 28.205, "start": 25.44, "text": "Every time you touch the mouse, your sivity declines." }, { "end": 31.005001, "start": 28.345001, "text": "Learning to code with Vim is like learning to play an instrument." }, { "end": 36.36, "start": 31.065, "text": "It'll be painful at first, but that pain will lead to more precise and productive code editing in the future." }, { "end": 39.8, "start": 36.58, "text": "Vim runs in the terminal, and it's installed on almost every machine." }, { "end": 44.28, "start": 39.86, "text": "And at some point, you'll likely find yourself accidentally dropped into Vim with no way to escape." } ], "speaker": 0, "start": 25.44 }, { "end": 47.345, "num_words": 5, "sentences": [ { "end": 47.345, "start": 44.865, "text": "Let me out of here." } ], "speaker": 1, "start": 44.865 }, { "end": 63.555428, "num_words": 60, "sentences": [ { "end": 50.785, "start": 47.345, "text": "If you find yourself there, you can quit them by typing colon q." }, { "end": 52.545, "start": 50.785, "text": "That will close an unmodified file." }, { "end": 59.84, "start": 52.545, "text": "Or if it has been modified, You can use q bang to throw away your changes or colon w q to write the changes and then quit." }, { "end": 62.78, "start": 59.9, "text": "Now that we're out, let's use Vim to open up a file." }, { "end": 63.555428, "start": 62.78, "text": "Currently, c." } ], "speaker": 0, "start": 47.345 }, { "end": 92.14, "num_words": 112, "sentences": [ { "end": 69.80572, "start": 63.555428, "text": "We're in normal mode, but we can toggle between different modes like insert, visual, and command line depending on what we're trying to do." }, { "end": 74.41, "start": 69.80572, "text": "We can move around the text with the arrow keys or the letters h j k l." }, { "end": 79.93, "start": 74.41, "text": "If we find a character we want to delete, we can hit x or double d to quickly delete an entire line." }, { "end": 90.485, "start": 79.93, "text": "If that was a mistake, hit u to undo Now, currently the document is kind of hard to read, so let's add line numbers by running colon set number and now we can navigate to any line with colon number." }, { "end": 92.14, "start": 90.485, "text": "Now, if we want to change some text, 6." } ], "speaker": 0, "start": 63.555428 }, { "end": 119.535, "num_words": 107, "sentences": [ { "end": 97.44, "start": 92.14, "text": "We need to go into insert mode by hitting I and that frees up the keyboard for us to type into the document." }, { "end": 99.155, "start": 97.66, "text": "Once we're done modifying our code." }, { "end": 106.775, "start": 99.155, "text": "We can hit the escape key to go back to normal mode, but now, like any good developer, we need to copy and paste some code in here from Stack Overflow." }, { "end": 110.64, "start": 106.995, "text": "We can paste from the system clipboard by entering plus p into them." }, { "end": 119.535, "start": 110.64, "text": "And now that our software is complete, we can hit colon w to save it, then run the program directly from them with colon bang followed by the shell command we want to run." } ], "speaker": 0, "start": 92.14 }, { "end": 137.955, "num_words": 65, "sentences": [ { "end": 120.035, "start": 119.535, "text": "Congratulations." }, { "end": 123.475006, "start": 120.575005, "text": "You're no longer a sway dev, but a true software engineer." }, { "end": 130, "start": 123.535, "text": "This has been Vim in 100 seconds, but stay tuned because you don't need 2 ditch v s code to get the benefits of Vim." }, { "end": 137.955, "start": 130, "text": "That's why I invited a true expert and the instructor of the Vim for Versus Code course, Joe Prebitt, sit to take us beyond 100 seconds of Vim." } ], "speaker": 0, "start": 119.535 }, { "end": 164.535, "num_words": 80, "sentences": [ { "end": 140.19499, "start": 139.135, "text": "Hello, everyone." }, { "end": 151.78, "start": 140.415, "text": "I'm Joe, and I will be your guide as we go beyond 100 seconds To discuss why you should learn VIM and how you can leverage it inside your favorite editor, Versus Code." }, { "end": 154.58, "start": 152, "text": "First, let's talk about why you should learn VIM." }, { "end": 161.075, "start": 154.91501, "text": "Vim is an evergreen skill, meaning you can learn it once and the knowledge will last with you for the rest of your career." }, { "end": 164.535, "start": 161.075, "text": "It allows you to work faster and more efficiently within your editor." } ], "speaker": 1, "start": 139.135 }, { "end": 183.11, "num_words": 58, "sentences": [ { "end": 166.36, "start": 164.66, "text": "Here's a side by side comparison." }, { "end": 169.4, "start": 166.98, "text": "On the left, we have editing with Vim." }, { "end": 172.2, "start": 169.62, "text": "On the right, we have editing without Vim." }, { "end": 179.245, "start": 172.585, "text": "As you can see, VIM lets you do more from the keyboard, meaning you get to spend less time editing and more time coding." }, { "end": 183.11, "start": 179.30501, "text": "Now let's talk about How to set up Vim with Versus Code." } ], "speaker": 1, "start": 164.66 }, { "end": 207.04001, "num_words": 60, "sentences": [ { "end": 189.27, "start": 183.56999, "text": "Once you're inside Versus Code, head over to the extension panel and search Vim." }, { "end": 192.69499, "start": 189.97499, "text": "You should see the first extension called Vim." }, { "end": 201.04001, "start": 192.69499, "text": "And to make sure it's the right version, double check that it's vscodevim.vim, And it should have around 2,000,000 installations." }, { "end": 204.32, "start": 202.06, "text": "Go ahead and install this extension." }, { "end": 207.04001, "start": 204.7, "text": "The next thing we're going to do is set up key repeat." } ], "speaker": 1, "start": 183.56999 }, { "end": 240.37, "num_words": 81, "sentences": [ { "end": 211.545, "start": 207.60501, "text": "So head over to Google and look up vscode vim GitHub." }, { "end": 216.505, "start": 212.085, "text": "You should see the first link, which is a GitHub repository called vscode vim/vim." }, { "end": 221.64, "start": 217.46, "text": "There, you're gonna scroll down to the installation section." }, { "end": 227.235, "start": 222.18, "text": "In here, you'll see instructions for how to enable Key repeating." }, { "end": 240.37, "start": 228.175, "text": "This is a handy thing to add, especially when you're new to VIM because it'll allow you to hit the key And it will repeat as in if you were to hit j to move down." } ], "speaker": 1, "start": 207.60501 }, { "end": 258.76, "num_words": 42, "sentences": [ { "end": 243.06999, "start": 241.06999, "text": "Find your operating system." }, { "end": 244.05, "start": 243.06999, "text": "I'm on Mac." }, { "end": 246.665, "start": 244.485, "text": "And then run this in your terminal." }, { "end": 253.385, "start": 248.485, "text": "And now for the changes to take effect, you're going to want to restart Versus Code." }, { "end": 258.76, "start": 255.7, "text": "To verify that it worked, go ahead and create a new file." } ], "speaker": 1, "start": 241.06999 }, { "end": 278.51498, "num_words": 57, "sentences": [ { "end": 262.28, "start": 258.9, "text": "And now you should see that your cursor is a little bit wider." }, { "end": 264.655, "start": 262.655, "text": "Go ahead and hit I." }, { "end": 269.875, "start": 264.655, "text": "This will put us in insert mode and then hit return a bunch of times, then hit escape." }, { "end": 275.25, "start": 270.50998, "text": "And now try hitting and holding k and see if your cursor moves up." }, { "end": 278.51498, "start": 275.71, "text": "If it moves like this Pretty smooth." } ], "speaker": 1, "start": 258.9 }, { "end": 297.975, "num_words": 67, "sentences": [ { "end": 280.275, "start": 278.57498, "text": "Then you've enabled key repeating." }, { "end": 286.95, "start": 280.41498, "text": "If it gets stuck, then you may want to try restarting Versus Code again We're revisiting the installation instructions." }, { "end": 287.81, "start": 287.41, "text": "Great." }, { "end": 292.995, "start": 287.81, "text": "Now that we have our editor set up, I'd like to teach you a few different commands in Vim." }, { "end": 297.975, "start": 293.07498, "text": "So we'll review some of the ones that Jeff mentioned earlier in the video, and then we'll also learn a few new ones." } ], "speaker": 1, "start": 278.57498 }, { "end": 319.415, "num_words": 71, "sentences": [ { "end": 303.52002, "start": 298.115, "text": "So inside Versus code, go ahead and create a new file And save it as hello dotmd." }, { "end": 308.30002, "start": 304.54, "text": "Now what I want you to do is hit I to enter insert mode and hit returns." }, { "end": 311.495, "start": 308.30002, "text": "We add a few lines for us to work with and then hit escape." }, { "end": 311.875, "start": 311.635, "text": "Great." }, { "end": 319.415, "start": 311.875, "text": "So the first commands that we're going to talk about are for navigation and they will be h j k and l." } ], "speaker": 1, "start": 298.115 }, { "end": 332.725, "num_words": 44, "sentences": [ { "end": 321.54, "start": 319.69998, "text": "So right now, we're in command mode." }, { "end": 324.36, "start": 321.54, "text": "So if we hit k, we'll start moving up." }, { "end": 326.44, "start": 324.41998, "text": "If we hit j, we'll move down." }, { "end": 330.325, "start": 327.045, "text": "So remember, we just learned k for moving up." }, { "end": 332.725, "start": 330.325, "text": "I like to think of it as kicking a soccer ball up." } ], "speaker": 1, "start": 319.69998 }, { "end": 354.62, "num_words": 61, "sentences": [ { "end": 336.75, "start": 332.725, "text": "I'm kicking upwards on my editor and j for jumping down." }, { "end": 340.29, "start": 336.75, "text": "Use whatever mnemonic comes to mind to help you remember those." }, { "end": 344.135, "start": 341.07, "text": "The next, we'll talk about our h in l." }, { "end": 348.45502, "start": 344.135, "text": "So I'm gonna write hello world here and you can do the same." }, { "end": 354.62, "start": 348.45502, "text": "So again, the way that I did that was I for insert mode, start typing Hello, world." } ], "speaker": 1, "start": 332.725 }, { "end": 380.655, "num_words": 87, "sentences": [ { "end": 358.86, "start": 355, "text": "And then when you're done, hit escape, and you'll be back in command mode." }, { "end": 361.02, "start": 359, "text": "So the first one we'll talk about is h." }, { "end": 369.555, "start": 361.16, "text": "So if you hit h, You'll start moving to the left, as in you're moving to the beginning of the line, also the h in hello world." }, { "end": 376.49, "start": 370.07, "text": "Now, once we're there, if we wanna go back right, we start hitting l, and that will move us towards the l in world." }, { "end": 380.655, "start": 376.95502, "text": "So again, figure out a mnemonic that's going to help you remember those." } ], "speaker": 1, "start": 355 }, { "end": 397.67502, "num_words": 55, "sentences": [ { "end": 390.96, "start": 380.875, "text": "For me, I like to think of h as in I'm going home to the left And then l, you would think that would be l for left, but it's actually the opposite of that." }, { "end": 392.26, "start": 390.96, "text": "So l for right." }, { "end": 393.015, "start": 392.535, "text": "Great." }, { "end": 396.075, "start": 393.015, "text": "So now we're we're feeling comfortable with navigating in Vim." }, { "end": 397.67502, "start": 396.295, "text": "Again, we're in command mode." } ], "speaker": 1, "start": 380.875 }, { "end": 429.89502, "num_words": 82, "sentences": [ { "end": 403.56998, "start": 397.89502, "text": "We're moving up and down with j and k and left and right with h and l." }, { "end": 410.055, "start": 403.71, "text": "The other thing to to remember is if you take a look, pause for a second, look at your keyboard, see where the keys are on your keyboard." }, { "end": 413.895, "start": 410.435, "text": "You should see the h to the left of j and k." }, { "end": 415.47498, "start": 413.955, "text": "So that also helps me remember." }, { "end": 429.89502, "start": 415.47498, "text": "And then l So the other thing I wanna point out is you still have access to your mouse." } ], "speaker": 1, "start": 397.89502 }, { "end": 444.705, "num_words": 46, "sentences": [ { "end": 431.655, "start": 429.95502, "text": "So you can click to move around." }, { "end": 435.33502, "start": 432.195, "text": "So there's no need to worry about getting stuck in Vim." }, { "end": 437.11002, "start": 435.49, "text": "I'm sure you've heard horror stories." }, { "end": 439.19, "start": 437.33002, "text": "People not being able to exit them." }, { "end": 444.705, "start": 439.25, "text": "Luckily, using Vim inside of Versus Code, we're really just using the Vim key bindings." } ], "speaker": 1, "start": 429.95502 }, { "end": 454.87, "num_words": 37, "sentences": [ { "end": 445.82498, "start": 444.865, "text": "So we don't have to worry." }, { "end": 446.94498, "start": 445.82498, "text": "We can close a file." }, { "end": 447.76498, "start": 446.94498, "text": "We can navigate." }, { "end": 451.365, "start": 448.38498, "text": "Uh, no need to to fear being stuck in VIM." }, { "end": 454.87, "start": 451.66498, "text": "Now the next thing I want to point out is some editing commands." } ], "speaker": 1, "start": 444.865 }, { "end": 489.035, "num_words": 111, "sentences": [ { "end": 462.15, "start": 455.01, "text": "So we will talk about I, capital I, a and capital a for editing in a line." }, { "end": 468.16498, "start": 462.54498, "text": "So we're gonna go back to our hello world and you'll see right now the cursor is at the end of the line." }, { "end": 476.81, "start": 468.38498, "text": "If I hit shift I or capital I, It'll move me in insert mode at the beginning so I could write a word like, I don't know, Joe." }, { "end": 480.73, "start": 476.95, "text": "And then if I hit escape, I'm back in command mode where I can move around." }, { "end": 489.035, "start": 481.01498, "text": "So you'll notice the one thing that I wanna point out to a tip is a lot of Vim users remap their caps lock key to escape." } ], "speaker": 1, "start": 455.01 }, { "end": 509.48, "num_words": 71, "sentences": [ { "end": 493.95, "start": 489.255, "text": "So instead of Caps lock being caps lock when I hit the key, it actually is escape." }, { "end": 496.01, "start": 494.41, "text": "And so it's a lot more accessible." }, { "end": 496.65, "start": 496.01, "text": "It's closer." }, { "end": 501.695, "start": 496.65, "text": "It's right next to my pinky Rather than having to reach to the corner of the keyboard and hit escape." }, { "end": 509.48, "start": 501.99503, "text": "So that's one thing I'd encourage you to look into, uh, remapping your caps lock key to escape If you are serious about learning them." } ], "speaker": 1, "start": 489.255 }, { "end": 520.545, "num_words": 38, "sentences": [ { "end": 511.24, "start": 509.48, "text": "So we just covered capital I." }, { "end": 514.6, "start": 511.24, "text": "We know that lowercase I is insert mode." }, { "end": 515.1, "start": 514.6, "text": "Right?" }, { "end": 517.565, "start": 515.32495, "text": "So now what I want to talk about is lowercase a." }, { "end": 520.545, "start": 517.565, "text": "The thing that you gotta pay attention to here is the cursor." } ], "speaker": 1, "start": 509.48 }, { "end": 544.88995, "num_words": 75, "sentences": [ { "end": 523.89, "start": 521.165, "text": "Right now, it's on top of the exclamation point." }, { "end": 526.63, "start": 524.13, "text": "So if it hit I, it'll move to the left." }, { "end": 533.11, "start": 526.69, "text": "And now if I go back, now if I hit a, it'll enter into insert mode but after the cursor." }, { "end": 535.09503, "start": 533.395, "text": "So like this." }, { "end": 544.88995, "start": 535.635, "text": "So again, uh, if we have like a number 2 here and we want to add to the beginning and make it 22 will hit I that'll let us enter at the beginning." } ], "speaker": 1, "start": 521.165 }, { "end": 570.995, "num_words": 78, "sentences": [ { "end": 550.875, "start": 545.02997, "text": "And now if we want to add to the end, like say I wanted to add period 22." }, { "end": 554.795, "start": 550.935, "text": "So 22/22, then I can use lowercase a." }, { "end": 560.61, "start": 554.855, "text": "So those are very handy when you're Inserting letters or making changes, uh, in a line." }, { "end": 568.275, "start": 560.75, "text": "Now, the next one that I want to talk about is capital a And so this is like appending to the end of the line." }, { "end": 570.995, "start": 568.275, "text": "So you'll enter insert mode at the end of a line." } ], "speaker": 1, "start": 545.02997 }, { "end": 586.195, "num_words": 59, "sentences": [ { "end": 571.92, "start": 570.995, "text": "So here I am." }, { "end": 574.63995, "start": 572, "text": "Wanna add more exclamation points at the end of hello world." }, { "end": 579.51996, "start": 574.63995, "text": "So if I hit shift a, it will move the cursor to the end and it will enter into insert mode." }, { "end": 582.695, "start": 579.51996, "text": "So now that I can Enter a few exclamation points." }, { "end": 586.195, "start": 582.83496, "text": "Now if we go back to the beginning, we can do shift I." } ], "speaker": 1, "start": 570.995 }, { "end": 601.915, "num_words": 43, "sentences": [ { "end": 588.68, "start": 586.195, "text": "Now we're insert mode at the beginning of the line." }, { "end": 596.38, "start": 589, "text": "So as as you can see the I capital I a capital a are very handy for editing in a line." }, { "end": 597.355, "start": 596.855, "text": "Great." }, { "end": 599.035, "start": 597.415, "text": "Uh, we've talked about navigation." }, { "end": 601.915, "start": 599.415, "text": "We've talked about editing and align." } ], "speaker": 1, "start": 586.195 }, { "end": 621.905, "num_words": 66, "sentences": [ { "end": 606.70996, "start": 602.45496, "text": "Now, the last 2 that I want to talk about are x and r." }, { "end": 611.67, "start": 606.85, "text": "And these are handy for making changes while in command mode." }, { "end": 616.54504, "start": 611.73, "text": "If we go back up right here and so I wanna get to the beginning of the sentence." }, { "end": 619.885, "start": 616.685, "text": "So I'm gonna hit shift I, hit escape because I wanna be in command mode." }, { "end": 621.905, "start": 619.885, "text": "So you'll see that I have 4 j's." } ], "speaker": 1, "start": 602.45496 }, { "end": 632.22504, "num_words": 37, "sentences": [ { "end": 622.64996, "start": 622.32996, "text": "Right." }, { "end": 624.08997, "start": 622.64996, "text": "I don't really need all of those." }, { "end": 627.69, "start": 624.08997, "text": "So what we're going to do is actually use x to delete those." }, { "end": 629.69, "start": 627.69, "text": "So x is kind of like x out of character." }, { "end": 632.22504, "start": 629.69, "text": "So I'll hit it 3 times." } ], "speaker": 1, "start": 622.32996 }, { "end": 646.31, "num_words": 42, "sentences": [ { "end": 632.625, "start": 632.22504, "text": "123." }, { "end": 634.885, "start": 632.625, "text": "And now, I have 1 j, which is correct." }, { "end": 640.13, "start": 635.34503, "text": "So you can see, we're able to make edits without leaving command mode." }, { "end": 642.71, "start": 640.37, "text": "So we just talked about x for x ing out characters." }, { "end": 646.31, "start": 643.17, "text": "Now, let's talk about r for replacing characters." } ], "speaker": 1, "start": 632.22504 }, { "end": 667.375, "num_words": 65, "sentences": [ { "end": 656.30505, "start": 646.37, "text": "So I'm going to go to the h here And I want this to be capital, so I'll hit r and then shift h, uh, which is just a a capital h, and now it will replace it." }, { "end": 658.33, "start": 656.30505, "text": "And again, I haven't left command mode." }, { "end": 659.95, "start": 658.33, "text": "Here, let's see this for 22/22." }, { "end": 665.375, "start": 661.13, "text": "Let's change this to, uh, 52 22." }, { "end": 667.375, "start": 665.375, "text": "So we'll hit r and then 5." } ], "speaker": 1, "start": 646.37 }, { "end": 691.31, "num_words": 72, "sentences": [ { "end": 675.10004, "start": 667.375, "text": "And so, basically, what it does is it replaces the character under the cursor with the new character that you type in." }, { "end": 678.76, "start": 675.16003, "text": "So we've talked about navigation with h j k l." }, { "end": 683.65497, "start": 678.76, "text": "We've talked about editing in line with I, capital I, a, and capital a." }, { "end": 687.035, "start": 683.65497, "text": "And now I've talked about making changes on command mode with x and r." }, { "end": 691.31, "start": 687.335, "text": "I hope you enjoyed that brief introduction to Vim inside Versus code." } ], "speaker": 1, "start": 667.375 }, { "end": 708.195, "num_words": 52, "sentences": [ { "end": 697.25, "start": 691.31, "text": "If you'd like to learn more, head over to vim for v s code dot com and check out my course." }, { "end": 704.835, "start": 697.47003, "text": "It's got 100 exercises to help you learn how How to use Vim inside Versus Code, and we teach you 22 different commands." }, { "end": 708.195, "start": 705.295, "text": "Use the coupon code Fireship for $5 off." } ], "speaker": 1, "start": 691.31 }, { "end": 711.4775, "num_words": 12, "sentences": [ { "end": 711.4775, "start": 708.57745, "text": "Thanks for watching, and I will see you in the next one." } ], "speaker": 0, "start": 708.57745 } ], "transcript": "\nSpeaker 0: Vim, a text editor for writing code where you navigate around the screen with a keyboard instead of a mouse. It's based on the original Unix text editor VI, which came about in 19 76. Then vi improved or Vim followed it in 1991 with a bunch of improvements. But why in the age of modern c d e's would you ever wanna use a keyboard based text editor. When you write code all day every day, your fingers should be glued to the keyboard at all times.\n\nEvery time you touch the mouse, your sivity declines. Learning to code with Vim is like learning to play an instrument. It'll be painful at first, but that pain will lead to more precise and productive code editing in the future. Vim runs in the terminal, and it's installed on almost every machine. And at some point, you'll likely find yourself accidentally dropped into Vim with no way to escape.\n\nSpeaker 1: Let me out of here.\n\nSpeaker 0: If you find yourself there, you can quit them by typing colon q. That will close an unmodified file. Or if it has been modified, You can use q bang to throw away your changes or colon w q to write the changes and then quit. Now that we're out, let's use Vim to open up a file. Currently, c.\n\nWe're in normal mode, but we can toggle between different modes like insert, visual, and command line depending on what we're trying to do. We can move around the text with the arrow keys or the letters h j k l. If we find a character we want to delete, we can hit x or double d to quickly delete an entire line. If that was a mistake, hit u to undo Now, currently the document is kind of hard to read, so let's add line numbers by running colon set number and now we can navigate to any line with colon number. Now, if we want to change some text, 6.\n\nWe need to go into insert mode by hitting I and that frees up the keyboard for us to type into the document. Once we're done modifying our code. We can hit the escape key to go back to normal mode, but now, like any good developer, we need to copy and paste some code in here from Stack Overflow. We can paste from the system clipboard by entering plus p into them. And now that our software is complete, we can hit colon w to save it, then run the program directly from them with colon bang followed by the shell command we want to run.\n\nCongratulations. You're no longer a sway dev, but a true software engineer. This has been Vim in 100 seconds, but stay tuned because you don't need 2 ditch v s code to get the benefits of Vim. That's why I invited a true expert and the instructor of the Vim for Versus Code course, Joe Prebitt, sit to take us beyond 100 seconds of Vim.\n\nSpeaker 1: Hello, everyone. I'm Joe, and I will be your guide as we go beyond 100 seconds To discuss why you should learn VIM and how you can leverage it inside your favorite editor, Versus Code. First, let's talk about why you should learn VIM. Vim is an evergreen skill, meaning you can learn it once and the knowledge will last with you for the rest of your career. It allows you to work faster and more efficiently within your editor.\n\nHere's a side by side comparison. On the left, we have editing with Vim. On the right, we have editing without Vim. As you can see, VIM lets you do more from the keyboard, meaning you get to spend less time editing and more time coding. Now let's talk about How to set up Vim with Versus Code.\n\nOnce you're inside Versus Code, head over to the extension panel and search Vim. You should see the first extension called Vim. And to make sure it's the right version, double check that it's vscodevim.vim, And it should have around 2,000,000 installations. Go ahead and install this extension. The next thing we're going to do is set up key repeat.\n\nSo head over to Google and look up vscode vim GitHub. You should see the first link, which is a GitHub repository called vscode vim/vim. There, you're gonna scroll down to the installation section. In here, you'll see instructions for how to enable Key repeating. This is a handy thing to add, especially when you're new to VIM because it'll allow you to hit the key And it will repeat as in if you were to hit j to move down.\n\nFind your operating system. I'm on Mac. And then run this in your terminal. And now for the changes to take effect, you're going to want to restart Versus Code. To verify that it worked, go ahead and create a new file.\n\nAnd now you should see that your cursor is a little bit wider. Go ahead and hit I. This will put us in insert mode and then hit return a bunch of times, then hit escape. And now try hitting and holding k and see if your cursor moves up. If it moves like this Pretty smooth.\n\nThen you've enabled key repeating. If it gets stuck, then you may want to try restarting Versus Code again We're revisiting the installation instructions. Great. Now that we have our editor set up, I'd like to teach you a few different commands in Vim. So we'll review some of the ones that Jeff mentioned earlier in the video, and then we'll also learn a few new ones.\n\nSo inside Versus code, go ahead and create a new file And save it as hello dotmd. Now what I want you to do is hit I to enter insert mode and hit returns. We add a few lines for us to work with and then hit escape. Great. So the first commands that we're going to talk about are for navigation and they will be h j k and l.\n\nSo right now, we're in command mode. So if we hit k, we'll start moving up. If we hit j, we'll move down. So remember, we just learned k for moving up. I like to think of it as kicking a soccer ball up.\n\nI'm kicking upwards on my editor and j for jumping down. Use whatever mnemonic comes to mind to help you remember those. The next, we'll talk about our h in l. So I'm gonna write hello world here and you can do the same. So again, the way that I did that was I for insert mode, start typing Hello, world.\n\nAnd then when you're done, hit escape, and you'll be back in command mode. So the first one we'll talk about is h. So if you hit h, You'll start moving to the left, as in you're moving to the beginning of the line, also the h in hello world. Now, once we're there, if we wanna go back right, we start hitting l, and that will move us towards the l in world. So again, figure out a mnemonic that's going to help you remember those.\n\nFor me, I like to think of h as in I'm going home to the left And then l, you would think that would be l for left, but it's actually the opposite of that. So l for right. Great. So now we're we're feeling comfortable with navigating in Vim. Again, we're in command mode.\n\nWe're moving up and down with j and k and left and right with h and l. The other thing to to remember is if you take a look, pause for a second, look at your keyboard, see where the keys are on your keyboard. You should see the h to the left of j and k. So that also helps me remember. And then l So the other thing I wanna point out is you still have access to your mouse.\n\nSo you can click to move around. So there's no need to worry about getting stuck in Vim. I'm sure you've heard horror stories. People not being able to exit them. Luckily, using Vim inside of Versus Code, we're really just using the Vim key bindings.\n\nSo we don't have to worry. We can close a file. We can navigate. Uh, no need to to fear being stuck in VIM. Now the next thing I want to point out is some editing commands.\n\nSo we will talk about I, capital I, a and capital a for editing in a line. So we're gonna go back to our hello world and you'll see right now the cursor is at the end of the line. If I hit shift I or capital I, It'll move me in insert mode at the beginning so I could write a word like, I don't know, Joe. And then if I hit escape, I'm back in command mode where I can move around. So you'll notice the one thing that I wanna point out to a tip is a lot of Vim users remap their caps lock key to escape.\n\nSo instead of Caps lock being caps lock when I hit the key, it actually is escape. And so it's a lot more accessible. It's closer. It's right next to my pinky Rather than having to reach to the corner of the keyboard and hit escape. So that's one thing I'd encourage you to look into, uh, remapping your caps lock key to escape If you are serious about learning them.\n\nSo we just covered capital I. We know that lowercase I is insert mode. Right? So now what I want to talk about is lowercase a. The thing that you gotta pay attention to here is the cursor.\n\nRight now, it's on top of the exclamation point. So if it hit I, it'll move to the left. And now if I go back, now if I hit a, it'll enter into insert mode but after the cursor. So like this. So again, uh, if we have like a number 2 here and we want to add to the beginning and make it 22 will hit I that'll let us enter at the beginning.\n\nAnd now if we want to add to the end, like say I wanted to add period 22. So 22/22, then I can use lowercase a. So those are very handy when you're Inserting letters or making changes, uh, in a line. Now, the next one that I want to talk about is capital a And so this is like appending to the end of the line. So you'll enter insert mode at the end of a line.\n\nSo here I am. Wanna add more exclamation points at the end of hello world. So if I hit shift a, it will move the cursor to the end and it will enter into insert mode. So now that I can Enter a few exclamation points. Now if we go back to the beginning, we can do shift I.\n\nNow we're insert mode at the beginning of the line. So as as you can see the I capital I a capital a are very handy for editing in a line. Great. Uh, we've talked about navigation. We've talked about editing and align.\n\nNow, the last 2 that I want to talk about are x and r. And these are handy for making changes while in command mode. If we go back up right here and so I wanna get to the beginning of the sentence. So I'm gonna hit shift I, hit escape because I wanna be in command mode. So you'll see that I have 4 j's.\n\nRight. I don't really need all of those. So what we're going to do is actually use x to delete those. So x is kind of like x out of character. So I'll hit it 3 times.\n\n123. And now, I have 1 j, which is correct. So you can see, we're able to make edits without leaving command mode. So we just talked about x for x ing out characters. Now, let's talk about r for replacing characters.\n\nSo I'm going to go to the h here And I want this to be capital, so I'll hit r and then shift h, uh, which is just a a capital h, and now it will replace it. And again, I haven't left command mode. Here, let's see this for 22/22. Let's change this to, uh, 52 22. So we'll hit r and then 5.\n\nAnd so, basically, what it does is it replaces the character under the cursor with the new character that you type in. So we've talked about navigation with h j k l. We've talked about editing in line with I, capital I, a, and capital a. And now I've talked about making changes on command mode with x and r. I hope you enjoyed that brief introduction to Vim inside Versus code.\n\nIf you'd like to learn more, head over to vim for v s code dot com and check out my course. It's got 100 exercises to help you learn how How to use Vim inside Versus Code, and we teach you 22 different commands. Use the coupon code Fireship for $5 off.\n\nSpeaker 0: Thanks for watching, and I will see you in the next one." }, "summaries": null, "topics": [ { "end_word": 395, "start_word": 0, "text": "Vim, a text editor for writing code where you navigate around the screen with a keyboard instead of a mouse. It's based on the original Unix text editor VI, which came about in 19 76. Then vi improved or Vim followed it in 1991 with a bunch of improvements. But why in the age of modern c d e's would you ever wanna use a keyboard based text editor. When you write code all day every day, your fingers should be glued to the keyboard at all times. Every time you touch the mouse, your sivity declines. Learning to code with Vim is like learning to play an instrument. It'll be painful at first, but that pain will lead to more precise and productive code editing in the future. Vim runs in the terminal, and it's installed on almost every machine. And at some point, you'll likely find yourself accidentally dropped into Vim with no way to escape. Let me out of here. If you find yourself there, you can quit them by typing colon q. That will close an unmodified file. Or if it has been modified, You can use q bang to throw away your changes or colon w q to write the changes and then quit. Now that we're out, let's use Vim to open up a file. Currently, c. We're in normal mode, but we can toggle between different modes like insert, visual, and command line depending on what we're trying to do. We can move around the text with the arrow keys or the letters h j k l. If we find a character we want to delete, we can hit x or double d to quickly delete an entire line. If that was a mistake, hit u to undo Now, currently the document is kind of hard to read, so let's add line numbers by running colon set number and now we can navigate to any line with colon number. Now, if we want to change some text, 6. We need to go into insert mode by hitting I and that frees up the keyboard for us to type into the document. Once we're done modifying our code. We can hit the escape key to go back to normal mode, but now, like any good developer, we need to copy and paste some code in here from Stack Overflow.", "topics": [] }, { "end_word": 454, "start_word": 395, "text": "We can paste from the system clipboard by entering plus p into them. And now that our software is complete, we can hit colon w to save it, then run the program directly from them with colon bang followed by the shell command we want to run. Congratulations. You're no longer a sway dev, but a true software engineer.", "topics": [ { "confidence": 0.695283, "topic": "software" }, { "confidence": 0.0751414, "topic": "software development" }, { "confidence": 0.0078432085, "topic": "programming" } ] }, { "end_word": 507, "start_word": 454, "text": "This has been Vim in 100 seconds, but stay tuned because you don't need 2 ditch v s code to get the benefits of Vim. That's why I invited a true expert and the instructor of the Vim for Versus Code course, Joe Prebitt, sit to take us beyond 100 seconds of Vim.", "topics": [] }, { "end_word": 575, "start_word": 507, "text": "Hello, everyone. I'm Joe, and I will be your guide as we go beyond 100 seconds To discuss why you should learn VIM and how you can leverage it inside your favorite editor, Versus Code. First, let's talk about why you should learn VIM. Vim is an evergreen skill, meaning you can learn it once and the knowledge will last with you for the rest of your career.", "topics": [ { "confidence": 0.011557588, "topic": "deep learning" } ] }, { "end_word": 952, "start_word": 575, "text": "It allows you to work faster and more efficiently within your editor. Here's a side by side comparison. On the left, we have editing with Vim. On the right, we have editing without Vim. As you can see, VIM lets you do more from the keyboard, meaning you get to spend less time editing and more time coding. Now let's talk about How to set up Vim with Versus Code. Once you're inside Versus Code, head over to the extension panel and search Vim. You should see the first extension called Vim. And to make sure it's the right version, double check that it's vscodevim.vim, And it should have around 2,000,000 installations. Go ahead and install this extension. The next thing we're going to do is set up key repeat. So head over to Google and look up vscode vim GitHub. You should see the first link, which is a GitHub repository called vscode vim/vim. There, you're gonna scroll down to the installation section. In here, you'll see instructions for how to enable Key repeating. This is a handy thing to add, especially when you're new to VIM because it'll allow you to hit the key And it will repeat as in if you were to hit j to move down. Find your operating system. I'm on Mac. And then run this in your terminal. And now for the changes to take effect, you're going to want to restart Versus Code. To verify that it worked, go ahead and create a new file. And now you should see that your cursor is a little bit wider. Go ahead and hit I. This will put us in insert mode and then hit return a bunch of times, then hit escape. And now try hitting and holding k and see if your cursor moves up. If it moves like this Pretty smooth. Then you've enabled key repeating. If it gets stuck, then you may want to try restarting Versus Code again We're revisiting the installation instructions. Great. Now that we have our editor set up, I'd like to teach you a few different commands in Vim. So we'll review some of the ones that Jeff mentioned earlier in the video, and then we'll also learn a few new ones.", "topics": [] }, { "end_word": 1023, "start_word": 952, "text": "So inside Versus code, go ahead and create a new file And save it as hello dotmd. Now what I want you to do is hit I to enter insert mode and hit returns. We add a few lines for us to work with and then hit escape. Great. So the first commands that we're going to talk about are for navigation and they will be h j k and l.", "topics": [ { "confidence": 0.028986935, "topic": "programming" } ] }, { "end_word": 1435, "start_word": 1023, "text": "So right now, we're in command mode. So if we hit k, we'll start moving up. If we hit j, we'll move down. So remember, we just learned k for moving up. I like to think of it as kicking a soccer ball up. I'm kicking upwards on my editor and j for jumping down. Use whatever mnemonic comes to mind to help you remember those. The next, we'll talk about our h in l. So I'm gonna write hello world here and you can do the same. So again, the way that I did that was I for insert mode, start typing Hello, world. And then when you're done, hit escape, and you'll be back in command mode. So the first one we'll talk about is h. So if you hit h, You'll start moving to the left, as in you're moving to the beginning of the line, also the h in hello world. Now, once we're there, if we wanna go back right, we start hitting l, and that will move us towards the l in world. So again, figure out a mnemonic that's going to help you remember those. For me, I like to think of h as in I'm going home to the left And then l, you would think that would be l for left, but it's actually the opposite of that. So l for right. Great. So now we're we're feeling comfortable with navigating in Vim. Again, we're in command mode. We're moving up and down with j and k and left and right with h and l. The other thing to to remember is if you take a look, pause for a second, look at your keyboard, see where the keys are on your keyboard. You should see the h to the left of j and k. So that also helps me remember. And then l So the other thing I wanna point out is you still have access to your mouse. So you can click to move around. So there's no need to worry about getting stuck in Vim. I'm sure you've heard horror stories. People not being able to exit them. Luckily, using Vim inside of Versus Code, we're really just using the Vim key bindings. So we don't have to worry. We can close a file. We can navigate. Uh, no need to to fear being stuck in VIM. Now the next thing I want to point out is some editing commands.", "topics": [] }, { "end_word": 1503, "start_word": 1435, "text": "So we will talk about I, capital I, a and capital a for editing in a line. So we're gonna go back to our hello world and you'll see right now the cursor is at the end of the line. If I hit shift I or capital I, It'll move me in insert mode at the beginning so I could write a word like, I don't know, Joe.", "topics": [ { "confidence": 0.009677337, "topic": "writing" } ] }, { "end_word": 2256, "start_word": 1503, "text": "And then if I hit escape, I'm back in command mode where I can move around. So you'll notice the one thing that I wanna point out to a tip is a lot of Vim users remap their caps lock key to escape. So instead of Caps lock being caps lock when I hit the key, it actually is escape. And so it's a lot more accessible. It's closer. It's right next to my pinky Rather than having to reach to the corner of the keyboard and hit escape. So that's one thing I'd encourage you to look into, uh, remapping your caps lock key to escape If you are serious about learning them. So we just covered capital I. We know that lowercase I is insert mode. Right? So now what I want to talk about is lowercase a. The thing that you gotta pay attention to here is the cursor. Right now, it's on top of the exclamation point. So if it hit I, it'll move to the left. And now if I go back, now if I hit a, it'll enter into insert mode but after the cursor. So like this. So again, uh, if we have like a number 2 here and we want to add to the beginning and make it 22 will hit I that'll let us enter at the beginning. And now if we want to add to the end, like say I wanted to add period 22. So 22/22, then I can use lowercase a. So those are very handy when you're Inserting letters or making changes, uh, in a line. Now, the next one that I want to talk about is capital a And so this is like appending to the end of the line. So you'll enter insert mode at the end of a line. So here I am. Wanna add more exclamation points at the end of hello world. So if I hit shift a, it will move the cursor to the end and it will enter into insert mode. So now that I can Enter a few exclamation points. Now if we go back to the beginning, we can do shift I. Now we're insert mode at the beginning of the line. So as as you can see the I capital I a capital a are very handy for editing in a line. Great. Uh, we've talked about navigation. We've talked about editing and align. Now, the last 2 that I want to talk about are x and r. And these are handy for making changes while in command mode. If we go back up right here and so I wanna get to the beginning of the sentence. So I'm gonna hit shift I, hit escape because I wanna be in command mode. So you'll see that I have 4 j's. Right. I don't really need all of those. So what we're going to do is actually use x to delete those. So x is kind of like x out of character. So I'll hit it 3 times. 123. And now, I have 1 j, which is correct. So you can see, we're able to make edits without leaving command mode. So we just talked about x for x ing out characters. Now, let's talk about r for replacing characters. So I'm going to go to the h here And I want this to be capital, so I'll hit r and then shift h, uh, which is just a a capital h, and now it will replace it. And again, I haven't left command mode. Here, let's see this for 22/22. Let's change this to, uh, 52 22. So we'll hit r and then 5. And so, basically, what it does is it replaces the character under the cursor with the new character that you type in. So we've talked about navigation with h j k l. We've talked about editing in line with I, capital I, a, and capital a. And now I've talked about making changes on command mode with x and r. I hope you enjoyed that brief introduction to Vim inside Versus code. If you'd like to learn more, head over to vim for v s code dot com and check out my course. It's got 100 exercises to help you learn how How to use Vim inside Versus Code, and we teach you 22 different commands. Use the coupon code Fireship for $5 off. Thanks for watching, and I will see you in the next one.", "topics": [] } ], "transcript": "Vim, a text editor for writing code where you navigate around the screen with a keyboard instead of a mouse. It's based on the original Unix text editor VI, which came about in 19 76. Then vi improved or Vim followed it in 1991 with a bunch of improvements. But why in the age of modern c d e's would you ever wanna use a keyboard based text editor. When you write code all day every day, your fingers should be glued to the keyboard at all times. Every time you touch the mouse, your sivity declines. Learning to code with Vim is like learning to play an instrument. It'll be painful at first, but that pain will lead to more precise and productive code editing in the future. Vim runs in the terminal, and it's installed on almost every machine. And at some point, you'll likely find yourself accidentally dropped into Vim with no way to escape. Let me out of here. If you find yourself there, you can quit them by typing colon q. That will close an unmodified file. Or if it has been modified, You can use q bang to throw away your changes or colon w q to write the changes and then quit. Now that we're out, let's use Vim to open up a file. Currently, c. We're in normal mode, but we can toggle between different modes like insert, visual, and command line depending on what we're trying to do. We can move around the text with the arrow keys or the letters h j k l. If we find a character we want to delete, we can hit x or double d to quickly delete an entire line. If that was a mistake, hit u to undo Now, currently the document is kind of hard to read, so let's add line numbers by running colon set number and now we can navigate to any line with colon number. Now, if we want to change some text, 6. We need to go into insert mode by hitting I and that frees up the keyboard for us to type into the document. Once we're done modifying our code. We can hit the escape key to go back to normal mode, but now, like any good developer, we need to copy and paste some code in here from Stack Overflow. We can paste from the system clipboard by entering plus p into them. And now that our software is complete, we can hit colon w to save it, then run the program directly from them with colon bang followed by the shell command we want to run. Congratulations. You're no longer a sway dev, but a true software engineer. This has been Vim in 100 seconds, but stay tuned because you don't need 2 ditch v s code to get the benefits of Vim. That's why I invited a true expert and the instructor of the Vim for Versus Code course, Joe Prebitt, sit to take us beyond 100 seconds of Vim. Hello, everyone. I'm Joe, and I will be your guide as we go beyond 100 seconds To discuss why you should learn VIM and how you can leverage it inside your favorite editor, Versus Code. First, let's talk about why you should learn VIM. Vim is an evergreen skill, meaning you can learn it once and the knowledge will last with you for the rest of your career. It allows you to work faster and more efficiently within your editor. Here's a side by side comparison. On the left, we have editing with Vim. On the right, we have editing without Vim. As you can see, VIM lets you do more from the keyboard, meaning you get to spend less time editing and more time coding. Now let's talk about How to set up Vim with Versus Code. Once you're inside Versus Code, head over to the extension panel and search Vim. You should see the first extension called Vim. And to make sure it's the right version, double check that it's vscodevim.vim, And it should have around 2,000,000 installations. Go ahead and install this extension. The next thing we're going to do is set up key repeat. So head over to Google and look up vscode vim GitHub. You should see the first link, which is a GitHub repository called vscode vim/vim. There, you're gonna scroll down to the installation section. In here, you'll see instructions for how to enable Key repeating. This is a handy thing to add, especially when you're new to VIM because it'll allow you to hit the key And it will repeat as in if you were to hit j to move down. Find your operating system. I'm on Mac. And then run this in your terminal. And now for the changes to take effect, you're going to want to restart Versus Code. To verify that it worked, go ahead and create a new file. And now you should see that your cursor is a little bit wider. Go ahead and hit I. This will put us in insert mode and then hit return a bunch of times, then hit escape. And now try hitting and holding k and see if your cursor moves up. If it moves like this Pretty smooth. Then you've enabled key repeating. If it gets stuck, then you may want to try restarting Versus Code again We're revisiting the installation instructions. Great. Now that we have our editor set up, I'd like to teach you a few different commands in Vim. So we'll review some of the ones that Jeff mentioned earlier in the video, and then we'll also learn a few new ones. So inside Versus code, go ahead and create a new file And save it as hello dotmd. Now what I want you to do is hit I to enter insert mode and hit returns. We add a few lines for us to work with and then hit escape. Great. So the first commands that we're going to talk about are for navigation and they will be h j k and l. So right now, we're in command mode. So if we hit k, we'll start moving up. If we hit j, we'll move down. So remember, we just learned k for moving up. I like to think of it as kicking a soccer ball up. I'm kicking upwards on my editor and j for jumping down. Use whatever mnemonic comes to mind to help you remember those. The next, we'll talk about our h in l. So I'm gonna write hello world here and you can do the same. So again, the way that I did that was I for insert mode, start typing Hello, world. And then when you're done, hit escape, and you'll be back in command mode. So the first one we'll talk about is h. So if you hit h, You'll start moving to the left, as in you're moving to the beginning of the line, also the h in hello world. Now, once we're there, if we wanna go back right, we start hitting l, and that will move us towards the l in world. So again, figure out a mnemonic that's going to help you remember those. For me, I like to think of h as in I'm going home to the left And then l, you would think that would be l for left, but it's actually the opposite of that. So l for right. Great. So now we're we're feeling comfortable with navigating in Vim. Again, we're in command mode. We're moving up and down with j and k and left and right with h and l. The other thing to to remember is if you take a look, pause for a second, look at your keyboard, see where the keys are on your keyboard. You should see the h to the left of j and k. So that also helps me remember. And then l So the other thing I wanna point out is you still have access to your mouse. So you can click to move around. So there's no need to worry about getting stuck in Vim. I'm sure you've heard horror stories. People not being able to exit them. Luckily, using Vim inside of Versus Code, we're really just using the Vim key bindings. So we don't have to worry. We can close a file. We can navigate. Uh, no need to to fear being stuck in VIM. Now the next thing I want to point out is some editing commands. So we will talk about I, capital I, a and capital a for editing in a line. So we're gonna go back to our hello world and you'll see right now the cursor is at the end of the line. If I hit shift I or capital I, It'll move me in insert mode at the beginning so I could write a word like, I don't know, Joe. And then if I hit escape, I'm back in command mode where I can move around. So you'll notice the one thing that I wanna point out to a tip is a lot of Vim users remap their caps lock key to escape. So instead of Caps lock being caps lock when I hit the key, it actually is escape. And so it's a lot more accessible. It's closer. It's right next to my pinky Rather than having to reach to the corner of the keyboard and hit escape. So that's one thing I'd encourage you to look into, uh, remapping your caps lock key to escape If you are serious about learning them. So we just covered capital I. We know that lowercase I is insert mode. Right? So now what I want to talk about is lowercase a. The thing that you gotta pay attention to here is the cursor. Right now, it's on top of the exclamation point. So if it hit I, it'll move to the left. And now if I go back, now if I hit a, it'll enter into insert mode but after the cursor. So like this. So again, uh, if we have like a number 2 here and we want to add to the beginning and make it 22 will hit I that'll let us enter at the beginning. And now if we want to add to the end, like say I wanted to add period 22. So 22/22, then I can use lowercase a. So those are very handy when you're Inserting letters or making changes, uh, in a line. Now, the next one that I want to talk about is capital a And so this is like appending to the end of the line. So you'll enter insert mode at the end of a line. So here I am. Wanna add more exclamation points at the end of hello world. So if I hit shift a, it will move the cursor to the end and it will enter into insert mode. So now that I can Enter a few exclamation points. Now if we go back to the beginning, we can do shift I. Now we're insert mode at the beginning of the line. So as as you can see the I capital I a capital a are very handy for editing in a line. Great. Uh, we've talked about navigation. We've talked about editing and align. Now, the last 2 that I want to talk about are x and r. And these are handy for making changes while in command mode. If we go back up right here and so I wanna get to the beginning of the sentence. So I'm gonna hit shift I, hit escape because I wanna be in command mode. So you'll see that I have 4 j's. Right. I don't really need all of those. So what we're going to do is actually use x to delete those. So x is kind of like x out of character. So I'll hit it 3 times. 123. And now, I have 1 j, which is correct. So you can see, we're able to make edits without leaving command mode. So we just talked about x for x ing out characters. Now, let's talk about r for replacing characters. So I'm going to go to the h here And I want this to be capital, so I'll hit r and then shift h, uh, which is just a a capital h, and now it will replace it. And again, I haven't left command mode. Here, let's see this for 22/22. Let's change this to, uh, 52 22. So we'll hit r and then 5. And so, basically, what it does is it replaces the character under the cursor with the new character that you type in. So we've talked about navigation with h j k l. We've talked about editing in line with I, capital I, a, and capital a. And now I've talked about making changes on command mode with x and r. I hope you enjoyed that brief introduction to Vim inside Versus code. If you'd like to learn more, head over to vim for v s code dot com and check out my course. It's got 100 exercises to help you learn how How to use Vim inside Versus Code, and we teach you 22 different commands. Use the coupon code Fireship for $5 off. 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archive from the years 2013 to 2018." } ], "speaker": 0, "start": 55.559998 }, { "end": 99.435005, "num_words": 89, "sentences": [ { "end": 84.43, "start": 78.415, "text": "On the live demo, you can filter by defensive use, suicide, and so on to get a better picture of how the data is distributed." }, { "end": 87.87, "start": 84.490005, "text": "Before we get started, let's talk a little bit more about how deck gl works." }, { "end": 92.135, "start": 87.93, "text": "You can think of it as a layer or multiple layers that sit on top of your Google Map." }, { "end": 96.315, "start": 92.215004, "text": "When the user pans around or zooms in and out, the overlay will stick to the map." }, { "end": 99.435005, "start": 96.455, "text": "And an awesome thing about this is that the layers can be composited." } ], "speaker": 0, "start": 78.415 }, { "end": 126.535, "num_words": 104, "sentences": [ { "end": 103.94, "start": 99.62, "text": "In other words, you can set layers on top of each other, add some transparency, and deck." }, { "end": 107.425, "start": 103.94, "text": "Gl will calculate the composite colors that are actually rendered in the screen." }, { "end": 111.285, "start": 107.505005, "text": "And that can give you some amazing three d visuals on top of a 2 dimensional map." }, { "end": 118.08, "start": 111.345, "text": "The actual JavaScript library itself follows the reactive programming paradigm, time, so it's very simple and familiar to most front end developers." }, { "end": 126.535, "start": 118.46, "text": "All you really need is a good dataset, a Google Maps API key, a few few lines of JavaScript, and you'll be up and running with interactive 3 d visuals on top of your map." } ], "speaker": 0, "start": 99.62 }, { "end": 147.845, "num_words": 81, "sentences": [ { "end": 130.115, "start": 126.835, "text": "The first thing you'll need to get started is a Google Maps API key." }, { "end": 134.19, "start": 130.115, "text": "Create a by project or using existing project on the Google Cloud Platform console." }, { "end": 136.09001, "start": 134.41, "text": "From there, go to the API screen." }, { "end": 143.205, "start": 136.09001, "text": "You'll find the Google Maps JavaScript API, enable it, and then go to the credentials tab and grab your browser API key." }, { "end": 147.845, "start": 143.505, "text": "Just make a note of the API key for now, we'll need it in a minute or so when we get into the code." } ], "speaker": 0, "start": 126.835 }, { "end": 169.36, "num_words": 80, "sentences": [ { "end": 149.06999, "start": 148.34999, "text": "You can use deck." }, { "end": 152.04999, "start": 149.06999, "text": "Gl in any framework, but it provides additional support for React." }, { "end": 159.005, "start": 152.26999, "text": "In this video, I'm going to use vanilla JavaScript with webpack, and we'll set it up with hot module replacement for a nice developer experience." }, { "end": 165.005, "start": 159.385, "text": "Go ahead and open up Versus Code, and keep in mind you can find all of these steps in this lesson on Fireship IO." }, { "end": 169.36, "start": 165.1, "text": "First, we'll run npm init with the y flag to set up a new npm project." } ], "speaker": 0, "start": 148.34999 }, { "end": 198.48999, "num_words": 102, "sentences": [ { "end": 173.76001, "start": 169.66, "text": "Then we'll install webpack and webpack dev server into the development environment." }, { "end": 180.205, "start": 174.02501, "text": "From there, I'll open up the package JSON, and I'm going to add a couple of scripts that we can use to build and serve the app." }, { "end": 186.56, "start": 180.265, "text": "The build command runs web by PAC and outputs everything into the public folder, which is where we'll actually put our production code." }, { "end": 196.055, "start": 186.86, "text": "Then the start command will use webpack by dev server to serve that code locally on local host 8080, and it will also perform hot module replacement whenever our source code changes." }, { "end": 198.48999, "start": 196.47, "text": "The next thing we'll do is install deckgl." } ], "speaker": 0, "start": 169.66 }, { "end": 221.79, "num_words": 84, "sentences": [ { "end": 203.03, "start": 198.87, "text": "It's organized in a monorepo, so there's different packages that you may or may not need." }, { "end": 206.955, "start": 203.03, "text": "We're going to need the Google Maps package, layers, by and aggregation layers." }, { "end": 211.435, "start": 207.095, "text": "The next thing we'll do is create a file for our JavaScript source code in the source directory." }, { "end": 218.34999, "start": 211.815, "text": "And a little Versus Code pro tip here is to create that file with a slash and it will automatically create the directory structure for you." }, { "end": 221.79, "start": 218.56999, "text": "Then we'll do the same thing for the public HTML file." } ], "speaker": 0, "start": 198.87 }, { "end": 250.39, "num_words": 99, "sentences": [ { "end": 230.94499, "start": 222.25, "text": "Then inside this HTML, we'll just Start with a plain HTML document, and we'll make a reference to the main JS file, which is where webpack will build our source code." }, { "end": 235.45, "start": 231.35, "text": "After that, we'll add a deferred script tag for the Google Maps JavaScript API." }, { "end": 237.61, "start": 235.83, "text": "This script has 2 required parameters." }, { "end": 243.325, "start": 237.83, "text": "The first one is the by PIKey, which is the browser API key that you got from the Google Cloud Platform console." }, { "end": 250.39, "start": 243.785, "text": "Then the callback is the name of a function defined on the window that initializes the map with whatever options you want to pass to it." } ], "speaker": 0, "start": 222.25 }, { "end": 273.6, "num_words": 95, "sentences": [ { "end": 253.13, "start": 250.39, "text": "We'll define that one in just a minute in our JavaScript code." }, { "end": 258.79498, "start": 253.35, "text": "Then the last thing we'll wanna do is go into the body of the HTML and add a div with an id of map." }, { "end": 263.9, "start": 259.01498, "text": "This div will be replaced by the actual Google map, and in our case, we want to display a full screen map." }, { "end": 268.16, "start": 263.9, "text": "So we'll use some CSS to set the width and height to 100% of the viewport." }, { "end": 273.6, "start": 268.62, "text": "Now we'll go ahead and open up our JavaScript file, and we'll want to define a function on the window object." } ], "speaker": 0, "start": 250.39 }, { "end": 290.905, "num_words": 74, "sentences": [ { "end": 276.675, "start": 273.69498, "text": "This is the callback that we set on the Google Maps script tag." }, { "end": 281.95, "start": 276.895, "text": "The first argument is the actual div that will be replaced by the map, so we'll go ahead and get that by its ID." }, { "end": 286.21002, "start": 281.95, "text": "And then you can add a bunch of additional options here depending on how you want to customize your app." }, { "end": 290.825, "start": 286.51, "text": "In fact, Google provides a wizard that helps you quickly customize the appearance of your map." }, { "end": 290.905, "start": 290.825, "text": "It." } ], "speaker": 0, "start": 273.69498 }, { "end": 310.175, "num_words": 78, "sentences": [ { "end": 293.325, "start": 290.905, "text": "That's how I created the dark map that you see in the demo." }, { "end": 299.67, "start": 293.785, "text": "So now that we have this init map function on the window, we can run npm start to tell webpack to build our code." }, { "end": 299.75, "start": 299.67, "text": "It." }, { "end": 302.33002, "start": 299.75, "text": "That will also spin up a server on local host 8080." }, { "end": 310.175, "start": 302.55002, "text": "So if you navigate there, you should see the default map at this point, and your code should rebuild anytime you update and save the index JS by file." } ], "speaker": 0, "start": 290.905 }, { "end": 336.005, "num_words": 103, "sentences": [ { "end": 315.375, "start": 310.475, "text": "Now that we have this initial setup out of the way, we need to get some actual data to display on the map." }, { "end": 319.95, "start": 315.835, "text": "Now this can be very easy or very difficult depending on the data you're working with." }, { "end": 324.59003, "start": 320.17, "text": "If you wanna go the easy route, you can simply grab the JSON data that lives on my web server." }, { "end": 328.46503, "start": 324.89, "text": "But since you're a developer, I'm assuming you want to use your own custom by data." }, { "end": 336.005, "start": 328.46503, "text": "A great place to find free data that's already well formatted is from Kaggle datasets, but in most cases, this data is going to be in CSV format." } ], "speaker": 0, "start": 310.475 }, { "end": 364.775, "num_words": 105, "sentences": [ { "end": 342.18, "start": 336.32, "text": "An easy way to convert this data to the proper format is to use the node package convert CSV to JSON." }, { "end": 345.94, "start": 342.48, "text": "From there, create a file called convert dotjs in the root of your project." }, { "end": 352.485, "start": 346.22498, "text": "Then inside the script, we can create a very simple node script that has an input in CSV format and then an output in JSON." }, { "end": 360, "start": 352.94498, "text": "Now we can just Run that script from the command line and we've magically converted our custom dataset into JSON format that we can use with deck gl." }, { "end": 364.775, "start": 360.37997, "text": "Your data should be an array of JSON objects, So in our case it looks like this." } ], "speaker": 0, "start": 336.32 }, { "end": 381.61502, "num_words": 67, "sentences": [ { "end": 372.75, "start": 365.07498, "text": "The property names on this object can be anything you want, so you don't really need to format your data in any special way because as you'll see in the code, we tell deck." }, { "end": 375.01, "start": 372.75, "text": "Gl exactly how to access this data." }, { "end": 376.35, "start": 375.15, "text": "Let's move into our index." }, { "end": 381.255, "start": 376.35, "text": "Js file, and we'll import Google Maps overlay as well as the layers that we want to display from deck." }, { "end": 381.61502, "start": 381.255, "text": "Gl." } ], "speaker": 0, "start": 365.07498 }, { "end": 404.665, "num_words": 82, "sentences": [ { "end": 382.975, "start": 381.61502, "text": "Now like I said earlier, deck." }, { "end": 388.035, "start": 382.975, "text": "Gl uses a reactive programming paradigm, so I like to create my layers inside of a function." }, { "end": 392.78998, "start": 388.37, "text": "Anytime your map or data changes, you tell deck gl to rebuild the entire map." }, { "end": 397.43, "start": 392.85, "text": "Under the hood, it's looking at the diff to update things efficiently, very similar to React JS." }, { "end": 404.665, "start": 397.525, "text": "It can do that because every layer is required to have a unique ID, and deck gl uses that to track the changes for that specific layer." } ], "speaker": 0, "start": 381.61502 }, { "end": 424.08, "num_words": 75, "sentences": [ { "end": 404.89713, "start": 404.67, "text": "It." }, { "end": 407.3955, "start": 404.89713, "text": "The next option that you'll need to pass is the data." }, { "end": 415.135, "start": 407.3955, "text": "So in our case, this will just be the path to the local JSON file, but this could also be a remote URL or a promise that resolves to the JSON object." }, { "end": 420.815, "start": 415.435, "text": "Now every layer has a variety of optional parameters that you can pass to customize the way the points are displayed." }, { "end": 424.08, "start": 420.93997, "text": "Things like opacity and pixel radius are pretty self explanatory." } ], "speaker": 0, "start": 404.67 }, { "end": 453.075, "num_words": 98, "sentences": [ { "end": 429.84, "start": 424.53998, "text": "Now for every point in the dataset, deck gl is going to call the function that you pass to get position." }, { "end": 436.275, "start": 430.175, "text": "So get position is very similar to a for each loop where d represents an individual object in the dataset." }, { "end": 441.45, "start": 436.495, "text": "The function needs to return an array of the longitude point and the latitude point in that order." }, { "end": 447.85, "start": 441.59, "text": "It's not latitude longitude like you might see in other map programs, it's the more mathematically correct format of x y." }, { "end": 453.075, "start": 448.095, "text": "You can also use functions to compute other properties, like the actual fill color on the scatter plot." } ], "speaker": 0, "start": 424.53998 }, { "end": 479.24, "num_words": 107, "sentences": [ { "end": 462.63666, "start": 453.215, "text": "In this case, I'm looking at if the number of people killed in this incident is greater than 0, in in which case I'll make the dot red, otherwise I'll make it orange which means that there are only injuries." }, { "end": 465.205, "start": 462.63666, "text": "And that's all it takes to define a scatterplot layer." }, { "end": 469.06497, "start": 465.28497, "text": "From there, I'm going to jump down into the init map function that we wrote earlier." }, { "end": 476.74, "start": 469.44498, "text": "We'll define a variable called overlay that's equal to a Google Maps overlay instance, then it takes an array of layers that will be stacked on top of each other." }, { "end": 479.24, "start": 476.74, "text": "So we'll go ahead and add our scatter plot function there." } ], "speaker": 0, "start": 453.215 }, { "end": 499.92, "num_words": 84, "sentences": [ { "end": 483.765, "start": 479.62, "text": "Then the final step is to add overlay set map with the actual Google Maps instance." }, { "end": 486.725, "start": 483.765, "text": "By so that's how we initialize a map for the first time." }, { "end": 491.945, "start": 486.725, "text": "If you're running updates on a map, you would call set props with any subsequent updates to the same map." }, { "end": 496.16, "start": 492.14, "text": "I just wanted to point that out, but we're actually not going to use it in this simplified demo." }, { "end": 499.92, "start": 496.22, "text": "From here, if you open the browser, you should see all the points plotted on the map." } ], "speaker": 0, "start": 479.62 }, { "end": 528.765, "num_words": 104, "sentences": [ { "end": 505.41498, "start": 500.03497, "text": "But I'd like to make these a little more interactive by adding a tooltip when the user hovers over an individual point." }, { "end": 509.88, "start": 505.875, "text": "We can do that by setting the Pickable option to true on the scatterplot layer." }, { "end": 514.38, "start": 510.04, "text": "And then from there, we'll define a function that runs on the on hover event." }, { "end": 519.82, "start": 514.6, "text": "This will give us access to the actual data object that represents that point and then also its x y coordinates." }, { "end": 528.765, "start": 520.425, "text": "We'll grab an element from the DOM called tooltip, and then if an object exists, we'll go ahead and insert some HTML into that tooltip based on the actual data object." } ], "speaker": 0, "start": 500.03497 }, { "end": 555.665, "num_words": 96, "sentences": [ { "end": 533.83997, "start": 528.94, "text": "And if an object does not exist, we'll simply hide the tooltip by setting its opacity to 0." }, { "end": 540.885, "start": 533.89996, "text": "And you can also handle click events, so if the user clicks on a given point, we can take them to the instant report on gun violence archive." }, { "end": 546.55, "start": 541.26495, "text": "Now a problem with the map currently is that it's kind of hard to visualize a 140,000 points all at once." }, { "end": 552.01, "start": 546.79, "text": "Fortunately, deck gl has aggregation layers that will cluster the points into meaningful shapes." }, { "end": 555.665, "start": 552.31, "text": "This time, let's go ahead and create a function that returns a heat map layer." } ], "speaker": 0, "start": 528.94 }, { "end": 585.5, "num_words": 124, "sentences": [ { "end": 561.285, "start": 555.745, "text": "This function uses the same getter for position, and we also have the option to calculate the weight for each point." }, { "end": 567.92, "start": 561.425, "text": "By default, every data point has a weight of 1, but we want to weight the data points based on how violent the incident was." }, { "end": 574.125, "start": 568.06, "text": "So we'll go ahead and take the number of people killed in that incident and then add it to the number of people injured by time 0.5." }, { "end": 579.245, "start": 574.66504, "text": "So you get the most points for killing people, but you also get bonus points for injuring people as well." }, { "end": 585.5, "start": 579.305, "text": "We'll go ahead and set the pixel radius to 60, and and then we could also customize colors here as well, but we'll just go ahead and skip that for now." } ], "speaker": 0, "start": 555.745 }, { "end": 610.105, "num_words": 96, "sentences": [ { "end": 589.01996, "start": 585.8, "text": "And lastly, we'll come down here and add the heat map to our layers." }, { "end": 597.455, "start": 589.59503, "text": "You can see I've switched the map to dark mode to see things a little bit better, and you'll notice we get different clustering patterns based on the zoom level of the map." }, { "end": 602.28, "start": 597.54004, "text": "If we zoom in all the way, we'll start to see the individual instance that make up the larger clusters." }, { "end": 607.24005, "start": 602.82, "text": "The heatmap is useful, but we may want to cluster our points based on a specific boundary." }, { "end": 610.105, "start": 607.525, "text": "And a great way to do that is with the hexagon layer." } ], "speaker": 0, "start": 585.8 }, { "end": 645.185, "num_words": 128, "sentences": [ { "end": 617.75, "start": 610.245, "text": "This allows us to cluster points into a specific radius and then increase its elevation in the 3rd dimension based on how violent that area is." }, { "end": 623.75, "start": 618.05, "text": "We can do that by defining a getter for the elevation weight using the same logic that we used in the previous example." }, { "end": 631.555, "start": 624.095, "text": "We can customize the appearance with a variety of different parameters, and you can even use your own algorithm to control how the points are clustered into the hexagon." }, { "end": 636.92, "start": 631.94, "text": "Go ahead and add hexagon to the layers, and you'll now see that we get these extruded shapes on the map." }, { "end": 645.185, "start": 637.06, "text": "We can look at the elevation of the hexagon to determine how violent that neighborhood is, and the color of the hexagon becomes more red as the violence increases." } ], "speaker": 0, "start": 610.245 }, { "end": 659.865, "num_words": 56, "sentences": [ { "end": 648.525, "start": 645.565, "text": "Now we've barely only scratched the surface on what's possible with deck." }, { "end": 649.025, "start": 648.525, "text": "Gl." }, { "end": 653.92, "start": 649.2, "text": "If you need high performance data visualization on a large data set, it's definitely worth checking out." }, { "end": 655.44, "start": 653.92, "text": "I'm gonna go ahead and wrap things up there." }, { "end": 659.865, "start": 655.44, "text": "If this video helped you, please like and scribe and consider becoming a pro member at FireShip." } ], "speaker": 0, "start": 645.565 }, { "end": 665.12, "num_words": 18, "sentences": [ { "end": 662.105, "start": 659.925, "text": "Io for access to even more content." }, { "end": 664.62, "start": 662.325, "text": "Thanks for watching, and I will talk to you soon." }, { "end": 665.12, "start": 664.62, "text": "By" } ], "speaker": 0, "start": 659.925 } ], "transcript": "\nSpeaker 0: Today, we'll take over 140,000 data points of people being killed or injured by guns and visualize them with deck gl and Google Maps. We can go from a heat map of the entire country down to the actual street view of a neighborhood where the shit went down. We'll start by adding a scatter plot layer for every single point in the data set. Then we'll add a tooltip to see how many people were injured or killed at a given incident. Then, we'll cluster points together into a heat map based on the map's zoom level.\n\nLastly, we'll cluster points into a hexagon with a 1 mile by hideous and extrude them into a 3 d shape where the elevation represents the amount of violence in that space. We can do all of this data visualization efficiently thanks to a library called deck. Gl. It was created by Uber to visualize their own data and is able to run computations efficiently by offloading them to the GPU with WebGL. By Say hello to my little friend.\n\nTake a look at their Showcase for some awesome examples of companies using this technology in production. I think my favorite is Escape. It uses the deck gl arc layer to visualize the cheapest flights based on your by Cajun around the world. Now, I realize that guns are a hot political issue in the United States, so I've tried to make this visual as neutral as possible. The data comes from the gun violence archive from the years 2013 to 2018.\n\nOn the live demo, you can filter by defensive use, suicide, and so on to get a better picture of how the data is distributed. Before we get started, let's talk a little bit more about how deck gl works. You can think of it as a layer or multiple layers that sit on top of your Google Map. When the user pans around or zooms in and out, the overlay will stick to the map. And an awesome thing about this is that the layers can be composited.\n\nIn other words, you can set layers on top of each other, add some transparency, and deck. Gl will calculate the composite colors that are actually rendered in the screen. And that can give you some amazing three d visuals on top of a 2 dimensional map. The actual JavaScript library itself follows the reactive programming paradigm, time, so it's very simple and familiar to most front end developers. All you really need is a good dataset, a Google Maps API key, a few few lines of JavaScript, and you'll be up and running with interactive 3 d visuals on top of your map.\n\nThe first thing you'll need to get started is a Google Maps API key. Create a by project or using existing project on the Google Cloud Platform console. From there, go to the API screen. You'll find the Google Maps JavaScript API, enable it, and then go to the credentials tab and grab your browser API key. Just make a note of the API key for now, we'll need it in a minute or so when we get into the code.\n\nYou can use deck. Gl in any framework, but it provides additional support for React. In this video, I'm going to use vanilla JavaScript with webpack, and we'll set it up with hot module replacement for a nice developer experience. Go ahead and open up Versus Code, and keep in mind you can find all of these steps in this lesson on Fireship IO. First, we'll run npm init with the y flag to set up a new npm project.\n\nThen we'll install webpack and webpack dev server into the development environment. From there, I'll open up the package JSON, and I'm going to add a couple of scripts that we can use to build and serve the app. The build command runs web by PAC and outputs everything into the public folder, which is where we'll actually put our production code. Then the start command will use webpack by dev server to serve that code locally on local host 8080, and it will also perform hot module replacement whenever our source code changes. The next thing we'll do is install deckgl.\n\nIt's organized in a monorepo, so there's different packages that you may or may not need. We're going to need the Google Maps package, layers, by and aggregation layers. The next thing we'll do is create a file for our JavaScript source code in the source directory. And a little Versus Code pro tip here is to create that file with a slash and it will automatically create the directory structure for you. Then we'll do the same thing for the public HTML file.\n\nThen inside this HTML, we'll just Start with a plain HTML document, and we'll make a reference to the main JS file, which is where webpack will build our source code. After that, we'll add a deferred script tag for the Google Maps JavaScript API. This script has 2 required parameters. The first one is the by PIKey, which is the browser API key that you got from the Google Cloud Platform console. Then the callback is the name of a function defined on the window that initializes the map with whatever options you want to pass to it.\n\nWe'll define that one in just a minute in our JavaScript code. Then the last thing we'll wanna do is go into the body of the HTML and add a div with an id of map. This div will be replaced by the actual Google map, and in our case, we want to display a full screen map. So we'll use some CSS to set the width and height to 100% of the viewport. Now we'll go ahead and open up our JavaScript file, and we'll want to define a function on the window object.\n\nThis is the callback that we set on the Google Maps script tag. The first argument is the actual div that will be replaced by the map, so we'll go ahead and get that by its ID. And then you can add a bunch of additional options here depending on how you want to customize your app. In fact, Google provides a wizard that helps you quickly customize the appearance of your map. It.\n\nThat's how I created the dark map that you see in the demo. So now that we have this init map function on the window, we can run npm start to tell webpack to build our code. It. That will also spin up a server on local host 8080. So if you navigate there, you should see the default map at this point, and your code should rebuild anytime you update and save the index JS by file.\n\nNow that we have this initial setup out of the way, we need to get some actual data to display on the map. Now this can be very easy or very difficult depending on the data you're working with. If you wanna go the easy route, you can simply grab the JSON data that lives on my web server. But since you're a developer, I'm assuming you want to use your own custom by data. A great place to find free data that's already well formatted is from Kaggle datasets, but in most cases, this data is going to be in CSV format.\n\nAn easy way to convert this data to the proper format is to use the node package convert CSV to JSON. From there, create a file called convert dotjs in the root of your project. Then inside the script, we can create a very simple node script that has an input in CSV format and then an output in JSON. Now we can just Run that script from the command line and we've magically converted our custom dataset into JSON format that we can use with deck gl. Your data should be an array of JSON objects, So in our case it looks like this.\n\nThe property names on this object can be anything you want, so you don't really need to format your data in any special way because as you'll see in the code, we tell deck. Gl exactly how to access this data. Let's move into our index. Js file, and we'll import Google Maps overlay as well as the layers that we want to display from deck. Gl.\n\nNow like I said earlier, deck. Gl uses a reactive programming paradigm, so I like to create my layers inside of a function. Anytime your map or data changes, you tell deck gl to rebuild the entire map. Under the hood, it's looking at the diff to update things efficiently, very similar to React JS. It can do that because every layer is required to have a unique ID, and deck gl uses that to track the changes for that specific layer.\n\nIt. The next option that you'll need to pass is the data. So in our case, this will just be the path to the local JSON file, but this could also be a remote URL or a promise that resolves to the JSON object. Now every layer has a variety of optional parameters that you can pass to customize the way the points are displayed. Things like opacity and pixel radius are pretty self explanatory.\n\nNow for every point in the dataset, deck gl is going to call the function that you pass to get position. So get position is very similar to a for each loop where d represents an individual object in the dataset. The function needs to return an array of the longitude point and the latitude point in that order. It's not latitude longitude like you might see in other map programs, it's the more mathematically correct format of x y. You can also use functions to compute other properties, like the actual fill color on the scatter plot.\n\nIn this case, I'm looking at if the number of people killed in this incident is greater than 0, in in which case I'll make the dot red, otherwise I'll make it orange which means that there are only injuries. And that's all it takes to define a scatterplot layer. From there, I'm going to jump down into the init map function that we wrote earlier. We'll define a variable called overlay that's equal to a Google Maps overlay instance, then it takes an array of layers that will be stacked on top of each other. So we'll go ahead and add our scatter plot function there.\n\nThen the final step is to add overlay set map with the actual Google Maps instance. By so that's how we initialize a map for the first time. If you're running updates on a map, you would call set props with any subsequent updates to the same map. I just wanted to point that out, but we're actually not going to use it in this simplified demo. From here, if you open the browser, you should see all the points plotted on the map.\n\nBut I'd like to make these a little more interactive by adding a tooltip when the user hovers over an individual point. We can do that by setting the Pickable option to true on the scatterplot layer. And then from there, we'll define a function that runs on the on hover event. This will give us access to the actual data object that represents that point and then also its x y coordinates. We'll grab an element from the DOM called tooltip, and then if an object exists, we'll go ahead and insert some HTML into that tooltip based on the actual data object.\n\nAnd if an object does not exist, we'll simply hide the tooltip by setting its opacity to 0. And you can also handle click events, so if the user clicks on a given point, we can take them to the instant report on gun violence archive. Now a problem with the map currently is that it's kind of hard to visualize a 140,000 points all at once. Fortunately, deck gl has aggregation layers that will cluster the points into meaningful shapes. This time, let's go ahead and create a function that returns a heat map layer.\n\nThis function uses the same getter for position, and we also have the option to calculate the weight for each point. By default, every data point has a weight of 1, but we want to weight the data points based on how violent the incident was. So we'll go ahead and take the number of people killed in that incident and then add it to the number of people injured by time 0.5. So you get the most points for killing people, but you also get bonus points for injuring people as well. We'll go ahead and set the pixel radius to 60, and and then we could also customize colors here as well, but we'll just go ahead and skip that for now.\n\nAnd lastly, we'll come down here and add the heat map to our layers. You can see I've switched the map to dark mode to see things a little bit better, and you'll notice we get different clustering patterns based on the zoom level of the map. If we zoom in all the way, we'll start to see the individual instance that make up the larger clusters. The heatmap is useful, but we may want to cluster our points based on a specific boundary. And a great way to do that is with the hexagon layer.\n\nThis allows us to cluster points into a specific radius and then increase its elevation in the 3rd dimension based on how violent that area is. We can do that by defining a getter for the elevation weight using the same logic that we used in the previous example. We can customize the appearance with a variety of different parameters, and you can even use your own algorithm to control how the points are clustered into the hexagon. Go ahead and add hexagon to the layers, and you'll now see that we get these extruded shapes on the map. We can look at the elevation of the hexagon to determine how violent that neighborhood is, and the color of the hexagon becomes more red as the violence increases.\n\nNow we've barely only scratched the surface on what's possible with deck. Gl. If you need high performance data visualization on a large data set, it's definitely worth checking out. I'm gonna go ahead and wrap things up there. If this video helped you, please like and scribe and consider becoming a pro member at FireShip.\n\nIo for access to even more content. Thanks for watching, and I will talk to you soon. By" }, "summaries": null, "topics": [ { "end_word": 83, "start_word": 0, "text": "Today, we'll take over 140,000 data points of people being killed or injured by guns and visualize them with deck gl and Google Maps. We can go from a heat map of the entire country down to the actual street view of a neighborhood where the shit went down. We'll start by adding a scatter plot layer for every single point in the data set. Then we'll add a tooltip to see how many people were injured or killed at a given incident.", "topics": [] }, { "end_word": 300, "start_word": 83, "text": "Then, we'll cluster points together into a heat map based on the map's zoom level. Lastly, we'll cluster points into a hexagon with a 1 mile by hideous and extrude them into a 3 d shape where the elevation represents the amount of violence in that space. We can do all of this data visualization efficiently thanks to a library called deck. Gl. It was created by Uber to visualize their own data and is able to run computations efficiently by offloading them to the GPU with WebGL. By Say hello to my little friend. Take a look at their Showcase for some awesome examples of companies using this technology in production. I think my favorite is Escape. It uses the deck gl arc layer to visualize the cheapest flights based on your by Cajun around the world. Now, I realize that guns are a hot political issue in the United States, so I've tried to make this visual as neutral as possible. The data comes from the gun violence archive from the years 2013 to 2018. On the live demo, you can filter by defensive use, suicide, and so on to get a better picture of how the data is distributed. Before we get started, let's talk a little bit more about how deck gl works.", "topics": [ { "confidence": 0.84578747, "topic": "firearms" }, { "confidence": 0.72738117, "topic": "visualization" }, { "confidence": 0.6424891, "topic": "programming" }, { "confidence": 0.60635406, "topic": "aerospace" }, { "confidence": 0.50366503, "topic": "technology" }, { "confidence": 0.30628246, "topic": "software development" }, { "confidence": 0.26552653, "topic": "geometry" }, { "confidence": 0.26311523, "topic": "software" }, { "confidence": 0.18196423, "topic": "marketing" }, { "confidence": 0.089071475, "topic": "air travel" }, { "confidence": 0.064911194, "topic": "industry" }, { "confidence": 0.055452067, "topic": "weapons" }, { "confidence": 0.030069005, "topic": "data analysis" }, { "confidence": 0.013367631, "topic": "tourism" }, { "confidence": 0.005770493, "topic": "geography" }, { "confidence": 0.005304263, "topic": "data" } ] }, { "end_word": 319, "start_word": 300, "text": "You can think of it as a layer or multiple layers that sit on top of your Google Map.", "topics": [] }, { "end_word": 418, "start_word": 319, "text": "When the user pans around or zooms in and out, the overlay will stick to the map. And an awesome thing about this is that the layers can be composited. In other words, you can set layers on top of each other, add some transparency, and deck. Gl will calculate the composite colors that are actually rendered in the screen. And that can give you some amazing three d visuals on top of a 2 dimensional map. The actual JavaScript library itself follows the reactive programming paradigm, time, so it's very simple and familiar to most front end developers.", "topics": [ { "confidence": 0.009572465, "topic": "visualization" }, { "confidence": 0.007187212, "topic": "graphic design" } ] }, { "end_word": 510, "start_word": 418, "text": "All you really need is a good dataset, a Google Maps API key, a few few lines of JavaScript, and you'll be up and running with interactive 3 d visuals on top of your map. The first thing you'll need to get started is a Google Maps API key. Create a by project or using existing project on the Google Cloud Platform console. From there, go to the API screen. You'll find the Google Maps JavaScript API, enable it, and then go to the credentials tab and grab your browser API key.", "topics": [ { "confidence": 0.046000775, "topic": "google" } ] }, { "end_word": 614, "start_word": 510, "text": "Just make a note of the API key for now, we'll need it in a minute or so when we get into the code. You can use deck. Gl in any framework, but it provides additional support for React. In this video, I'm going to use vanilla JavaScript with webpack, and we'll set it up with hot module replacement for a nice developer experience. Go ahead and open up Versus Code, and keep in mind you can find all of these steps in this lesson on Fireship IO. First, we'll run npm init with the y flag to set up a new npm project.", "topics": [] }, { "end_word": 708, "start_word": 614, "text": "Then we'll install webpack and webpack dev server into the development environment. From there, I'll open up the package JSON, and I'm going to add a couple of scripts that we can use to build and serve the app. The build command runs web by PAC and outputs everything into the public folder, which is where we'll actually put our production code. Then the start command will use webpack by dev server to serve that code locally on local host 8080, and it will also perform hot module replacement whenever our source code changes.", "topics": [ { "confidence": 0.453561, "topic": "software development" }, { "confidence": 0.03404434, "topic": "programming" }, { "confidence": 0.008656341, "topic": "software" } ] }, { "end_word": 1007, "start_word": 708, "text": "The next thing we'll do is install deckgl. It's organized in a monorepo, so there's different packages that you may or may not need. We're going to need the Google Maps package, layers, by and aggregation layers. The next thing we'll do is create a file for our JavaScript source code in the source directory. And a little Versus Code pro tip here is to create that file with a slash and it will automatically create the directory structure for you. Then we'll do the same thing for the public HTML file. Then inside this HTML, we'll just Start with a plain HTML document, and we'll make a reference to the main JS file, which is where webpack will build our source code. After that, we'll add a deferred script tag for the Google Maps JavaScript API. This script has 2 required parameters. The first one is the by PIKey, which is the browser API key that you got from the Google Cloud Platform console. Then the callback is the name of a function defined on the window that initializes the map with whatever options you want to pass to it. We'll define that one in just a minute in our JavaScript code. Then the last thing we'll wanna do is go into the body of the HTML and add a div with an id of map. This div will be replaced by the actual Google map, and in our case, we want to display a full screen map. So we'll use some CSS to set the width and height to 100% of the viewport. Now we'll go ahead and open up our JavaScript file, and we'll want to define a function on the window object. This is the callback that we set on the Google Maps script tag.", "topics": [] }, { "end_word": 1105, "start_word": 1007, "text": "The first argument is the actual div that will be replaced by the map, so we'll go ahead and get that by its ID. And then you can add a bunch of additional options here depending on how you want to customize your app. In fact, Google provides a wizard that helps you quickly customize the appearance of your map. It. That's how I created the dark map that you see in the demo. So now that we have this init map function on the window, we can run npm start to tell webpack to build our code.", "topics": [ { "confidence": 0.30789787, "topic": "google" } ] }, { "end_word": 1185, "start_word": 1105, "text": "It. That will also spin up a server on local host 8080. So if you navigate there, you should see the default map at this point, and your code should rebuild anytime you update and save the index JS by file. Now that we have this initial setup out of the way, we need to get some actual data to display on the map. Now this can be very easy or very difficult depending on the data you're working with.", "topics": [] }, { "end_word": 1249, "start_word": 1185, "text": "If you wanna go the easy route, you can simply grab the JSON data that lives on my web server. But since you're a developer, I'm assuming you want to use your own custom by data. A great place to find free data that's already well formatted is from Kaggle datasets, but in most cases, this data is going to be in CSV format.", "topics": [ { "confidence": 0.005923028, "topic": "databases" } ] }, { "end_word": 1619, "start_word": 1249, "text": "An easy way to convert this data to the proper format is to use the node package convert CSV to JSON. From there, create a file called convert dotjs in the root of your project. Then inside the script, we can create a very simple node script that has an input in CSV format and then an output in JSON. Now we can just Run that script from the command line and we've magically converted our custom dataset into JSON format that we can use with deck gl. Your data should be an array of JSON objects, So in our case it looks like this. The property names on this object can be anything you want, so you don't really need to format your data in any special way because as you'll see in the code, we tell deck. Gl exactly how to access this data. Let's move into our index. Js file, and we'll import Google Maps overlay as well as the layers that we want to display from deck. Gl. Now like I said earlier, deck. Gl uses a reactive programming paradigm, so I like to create my layers inside of a function. Anytime your map or data changes, you tell deck gl to rebuild the entire map. Under the hood, it's looking at the diff to update things efficiently, very similar to React JS. It can do that because every layer is required to have a unique ID, and deck gl uses that to track the changes for that specific layer. It. The next option that you'll need to pass is the data. So in our case, this will just be the path to the local JSON file, but this could also be a remote URL or a promise that resolves to the JSON object. Now every layer has a variety of optional parameters that you can pass to customize the way the points are displayed. Things like opacity and pixel radius are pretty self explanatory. Now for every point in the dataset, deck gl is going to call the function that you pass to get position. So get position is very similar to a for each loop where d represents an individual object in the dataset.", "topics": [] }, { "end_word": 1676, "start_word": 1619, "text": "The function needs to return an array of the longitude point and the latitude point in that order. It's not latitude longitude like you might see in other map programs, it's the more mathematically correct format of x y. You can also use functions to compute other properties, like the actual fill color on the scatter plot.", "topics": [ { "confidence": 0.21874799, "topic": "geometry" } ] }, { "end_word": 1831, "start_word": 1676, "text": "In this case, I'm looking at if the number of people killed in this incident is greater than 0, in in which case I'll make the dot red, otherwise I'll make it orange which means that there are only injuries. And that's all it takes to define a scatterplot layer. From there, I'm going to jump down into the init map function that we wrote earlier. We'll define a variable called overlay that's equal to a Google Maps overlay instance, then it takes an array of layers that will be stacked on top of each other. So we'll go ahead and add our scatter plot function there. Then the final step is to add overlay set map with the actual Google Maps instance. By so that's how we initialize a map for the first time. If you're running updates on a map, you would call set props with any subsequent updates to the same map.", "topics": [] }, { "end_word": 1919, "start_word": 1831, "text": "I just wanted to point that out, but we're actually not going to use it in this simplified demo. From here, if you open the browser, you should see all the points plotted on the map. But I'd like to make these a little more interactive by adding a tooltip when the user hovers over an individual point. We can do that by setting the Pickable option to true on the scatterplot layer. And then from there, we'll define a function that runs on the on hover event.", "topics": [ { "confidence": 0.060684994, "topic": "animation" }, { "confidence": 0.00705052, "topic": "visualization" } ] }, { "end_word": 1940, "start_word": 1919, "text": "This will give us access to the actual data object that represents that point and then also its x y coordinates.", "topics": [] }, { "end_word": 2017, "start_word": 1940, "text": "We'll grab an element from the DOM called tooltip, and then if an object exists, we'll go ahead and insert some HTML into that tooltip based on the actual data object. And if an object does not exist, we'll simply hide the tooltip by setting its opacity to 0. And you can also handle click events, so if the user clicks on a given point, we can take them to the instant report on gun violence archive.", "topics": [ { "confidence": 0.06055652, "topic": "firearms" }, { "confidence": 0.008934995, "topic": "weapons" } ] }, { "end_word": 2140, "start_word": 2017, "text": "Now a problem with the map currently is that it's kind of hard to visualize a 140,000 points all at once. Fortunately, deck gl has aggregation layers that will cluster the points into meaningful shapes. This time, let's go ahead and create a function that returns a heat map layer. This function uses the same getter for position, and we also have the option to calculate the weight for each point. By default, every data point has a weight of 1, but we want to weight the data points based on how violent the incident was. So we'll go ahead and take the number of people killed in that incident and then add it to the number of people injured by time 0.5.", "topics": [ { "confidence": 0.96862906, "topic": "data" }, { "confidence": 0.3499411, "topic": "data analysis" }, { "confidence": 0.15590473, "topic": "geometry" }, { "confidence": 0.026526902, "topic": "statistics" }, { "confidence": 0.008925318, "topic": "data management" } ] }, { "end_word": 2275, "start_word": 2140, "text": "So you get the most points for killing people, but you also get bonus points for injuring people as well. We'll go ahead and set the pixel radius to 60, and and then we could also customize colors here as well, but we'll just go ahead and skip that for now. And lastly, we'll come down here and add the heat map to our layers. You can see I've switched the map to dark mode to see things a little bit better, and you'll notice we get different clustering patterns based on the zoom level of the map. If we zoom in all the way, we'll start to see the individual instance that make up the larger clusters. The heatmap is useful, but we may want to cluster our points based on a specific boundary.", "topics": [] }, { "end_word": 2336, "start_word": 2275, "text": "And a great way to do that is with the hexagon layer. This allows us to cluster points into a specific radius and then increase its elevation in the 3rd dimension based on how violent that area is. We can do that by defining a getter for the elevation weight using the same logic that we used in the previous example.", "topics": [ { "confidence": 0.023425985, "topic": "geometry" }, { "confidence": 0.02060488, "topic": "geography" } ] }, { "end_word": 2365, "start_word": 2336, "text": "We can customize the appearance with a variety of different parameters, and you can even use your own algorithm to control how the points are clustered into the hexagon.", "topics": [] }, { "end_word": 2489, "start_word": 2365, "text": "Go ahead and add hexagon to the layers, and you'll now see that we get these extruded shapes on the map. We can look at the elevation of the hexagon to determine how violent that neighborhood is, and the color of the hexagon becomes more red as the violence increases. Now we've barely only scratched the surface on what's possible with deck. Gl. If you need high performance data visualization on a large data set, it's definitely worth checking out. I'm gonna go ahead and wrap things up there. If this video helped you, please like and scribe and consider becoming a pro member at FireShip. Io for access to even more content. Thanks for watching, and I will talk to you soon. By", "topics": [ { "confidence": 0.87467796, "topic": "internet" }, { "confidence": 0.71617174, "topic": "geometry" }, { "confidence": 0.45212558, "topic": "multimedia" }, { "confidence": 0.071981184, "topic": "media" }, { "confidence": 0.06954735, "topic": "websites" }, { "confidence": 0.050091565, "topic": "youtube" }, { "confidence": 0.034349944, "topic": "streaming" }, { "confidence": 0.013585676, "topic": "visualization" }, { "confidence": 0.00804386, "topic": "data management" }, { "confidence": 0.007192233, "topic": "social media" }, { "confidence": 0.0069508827, "topic": "geography" } ] } ], "transcript": "Today, we'll take over 140,000 data points of people being killed or injured by guns and visualize them with deck gl and Google Maps. We can go from a heat map of the entire country down to the actual street view of a neighborhood where the shit went down. We'll start by adding a scatter plot layer for every single point in the data set. Then we'll add a tooltip to see how many people were injured or killed at a given incident. Then, we'll cluster points together into a heat map based on the map's zoom level. Lastly, we'll cluster points into a hexagon with a 1 mile by hideous and extrude them into a 3 d shape where the elevation represents the amount of violence in that space. We can do all of this data visualization efficiently thanks to a library called deck. Gl. It was created by Uber to visualize their own data and is able to run computations efficiently by offloading them to the GPU with WebGL. By Say hello to my little friend. Take a look at their Showcase for some awesome examples of companies using this technology in production. I think my favorite is Escape. It uses the deck gl arc layer to visualize the cheapest flights based on your by Cajun around the world. Now, I realize that guns are a hot political issue in the United States, so I've tried to make this visual as neutral as possible. The data comes from the gun violence archive from the years 2013 to 2018. On the live demo, you can filter by defensive use, suicide, and so on to get a better picture of how the data is distributed. Before we get started, let's talk a little bit more about how deck gl works. You can think of it as a layer or multiple layers that sit on top of your Google Map. When the user pans around or zooms in and out, the overlay will stick to the map. And an awesome thing about this is that the layers can be composited. In other words, you can set layers on top of each other, add some transparency, and deck. Gl will calculate the composite colors that are actually rendered in the screen. And that can give you some amazing three d visuals on top of a 2 dimensional map. The actual JavaScript library itself follows the reactive programming paradigm, time, so it's very simple and familiar to most front end developers. All you really need is a good dataset, a Google Maps API key, a few few lines of JavaScript, and you'll be up and running with interactive 3 d visuals on top of your map. The first thing you'll need to get started is a Google Maps API key. Create a by project or using existing project on the Google Cloud Platform console. From there, go to the API screen. You'll find the Google Maps JavaScript API, enable it, and then go to the credentials tab and grab your browser API key. Just make a note of the API key for now, we'll need it in a minute or so when we get into the code. You can use deck. Gl in any framework, but it provides additional support for React. In this video, I'm going to use vanilla JavaScript with webpack, and we'll set it up with hot module replacement for a nice developer experience. Go ahead and open up Versus Code, and keep in mind you can find all of these steps in this lesson on Fireship IO. First, we'll run npm init with the y flag to set up a new npm project. Then we'll install webpack and webpack dev server into the development environment. From there, I'll open up the package JSON, and I'm going to add a couple of scripts that we can use to build and serve the app. The build command runs web by PAC and outputs everything into the public folder, which is where we'll actually put our production code. Then the start command will use webpack by dev server to serve that code locally on local host 8080, and it will also perform hot module replacement whenever our source code changes. The next thing we'll do is install deckgl. It's organized in a monorepo, so there's different packages that you may or may not need. We're going to need the Google Maps package, layers, by and aggregation layers. The next thing we'll do is create a file for our JavaScript source code in the source directory. And a little Versus Code pro tip here is to create that file with a slash and it will automatically create the directory structure for you. Then we'll do the same thing for the public HTML file. Then inside this HTML, we'll just Start with a plain HTML document, and we'll make a reference to the main JS file, which is where webpack will build our source code. After that, we'll add a deferred script tag for the Google Maps JavaScript API. This script has 2 required parameters. The first one is the by PIKey, which is the browser API key that you got from the Google Cloud Platform console. Then the callback is the name of a function defined on the window that initializes the map with whatever options you want to pass to it. We'll define that one in just a minute in our JavaScript code. Then the last thing we'll wanna do is go into the body of the HTML and add a div with an id of map. This div will be replaced by the actual Google map, and in our case, we want to display a full screen map. So we'll use some CSS to set the width and height to 100% of the viewport. Now we'll go ahead and open up our JavaScript file, and we'll want to define a function on the window object. This is the callback that we set on the Google Maps script tag. The first argument is the actual div that will be replaced by the map, so we'll go ahead and get that by its ID. And then you can add a bunch of additional options here depending on how you want to customize your app. In fact, Google provides a wizard that helps you quickly customize the appearance of your map. It. That's how I created the dark map that you see in the demo. So now that we have this init map function on the window, we can run npm start to tell webpack to build our code. It. That will also spin up a server on local host 8080. So if you navigate there, you should see the default map at this point, and your code should rebuild anytime you update and save the index JS by file. Now that we have this initial setup out of the way, we need to get some actual data to display on the map. Now this can be very easy or very difficult depending on the data you're working with. If you wanna go the easy route, you can simply grab the JSON data that lives on my web server. But since you're a developer, I'm assuming you want to use your own custom by data. A great place to find free data that's already well formatted is from Kaggle datasets, but in most cases, this data is going to be in CSV format. An easy way to convert this data to the proper format is to use the node package convert CSV to JSON. From there, create a file called convert dotjs in the root of your project. Then inside the script, we can create a very simple node script that has an input in CSV format and then an output in JSON. Now we can just Run that script from the command line and we've magically converted our custom dataset into JSON format that we can use with deck gl. Your data should be an array of JSON objects, So in our case it looks like this. The property names on this object can be anything you want, so you don't really need to format your data in any special way because as you'll see in the code, we tell deck. Gl exactly how to access this data. Let's move into our index. Js file, and we'll import Google Maps overlay as well as the layers that we want to display from deck. Gl. Now like I said earlier, deck. Gl uses a reactive programming paradigm, so I like to create my layers inside of a function. Anytime your map or data changes, you tell deck gl to rebuild the entire map. Under the hood, it's looking at the diff to update things efficiently, very similar to React JS. It can do that because every layer is required to have a unique ID, and deck gl uses that to track the changes for that specific layer. It. The next option that you'll need to pass is the data. So in our case, this will just be the path to the local JSON file, but this could also be a remote URL or a promise that resolves to the JSON object. Now every layer has a variety of optional parameters that you can pass to customize the way the points are displayed. Things like opacity and pixel radius are pretty self explanatory. Now for every point in the dataset, deck gl is going to call the function that you pass to get position. So get position is very similar to a for each loop where d represents an individual object in the dataset. The function needs to return an array of the longitude point and the latitude point in that order. It's not latitude longitude like you might see in other map programs, it's the more mathematically correct format of x y. You can also use functions to compute other properties, like the actual fill color on the scatter plot. In this case, I'm looking at if the number of people killed in this incident is greater than 0, in in which case I'll make the dot red, otherwise I'll make it orange which means that there are only injuries. And that's all it takes to define a scatterplot layer. From there, I'm going to jump down into the init map function that we wrote earlier. We'll define a variable called overlay that's equal to a Google Maps overlay instance, then it takes an array of layers that will be stacked on top of each other. So we'll go ahead and add our scatter plot function there. Then the final step is to add overlay set map with the actual Google Maps instance. By so that's how we initialize a map for the first time. If you're running updates on a map, you would call set props with any subsequent updates to the same map. I just wanted to point that out, but we're actually not going to use it in this simplified demo. From here, if you open the browser, you should see all the points plotted on the map. But I'd like to make these a little more interactive by adding a tooltip when the user hovers over an individual point. We can do that by setting the Pickable option to true on the scatterplot layer. And then from there, we'll define a function that runs on the on hover event. This will give us access to the actual data object that represents that point and then also its x y coordinates. We'll grab an element from the DOM called tooltip, and then if an object exists, we'll go ahead and insert some HTML into that tooltip based on the actual data object. And if an object does not exist, we'll simply hide the tooltip by setting its opacity to 0. And you can also handle click events, so if the user clicks on a given point, we can take them to the instant report on gun violence archive. Now a problem with the map currently is that it's kind of hard to visualize a 140,000 points all at once. Fortunately, deck gl has aggregation layers that will cluster the points into meaningful shapes. This time, let's go ahead and create a function that returns a heat map layer. This function uses the same getter for position, and we also have the option to calculate the weight for each point. By default, every data point has a weight of 1, but we want to weight the data points based on how violent the incident was. So we'll go ahead and take the number of people killed in that incident and then add it to the number of people injured by time 0.5. So you get the most points for killing people, but you also get bonus points for injuring people as well. We'll go ahead and set the pixel radius to 60, and and then we could also customize colors here as well, but we'll just go ahead and skip that for now. And lastly, we'll come down here and add the heat map to our layers. You can see I've switched the map to dark mode to see things a little bit better, and you'll notice we get different clustering patterns based on the zoom level of the map. If we zoom in all the way, we'll start to see the individual instance that make up the larger clusters. The heatmap is useful, but we may want to cluster our points based on a specific boundary. And a great way to do that is with the hexagon layer. This allows us to cluster points into a specific radius and then increase its elevation in the 3rd dimension based on how violent that area is. We can do that by defining a getter for the elevation weight using the same logic that we used in the previous example. We can customize the appearance with a variety of different parameters, and you can even use your own algorithm to control how the points are clustered into the hexagon. Go ahead and add hexagon to the layers, and you'll now see that we get these extruded shapes on the map. We can look at the elevation of the hexagon to determine how violent that neighborhood is, and the color of the hexagon becomes more red as the violence increases. Now we've barely only scratched the surface on what's possible with deck. Gl. If you need high performance data visualization on a large data set, it's definitely worth checking out. I'm gonna go ahead and wrap things up there. If this video helped you, please like and scribe and consider becoming a pro member at FireShip. Io for access to even more content. Thanks for watching, and I will talk to you soon. 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At its core, it does 2 things. 1, serve your code locally during development, and 2, bundle your JavaScript, CSS, and other assets together for production. There are many other tools out there that do the same thing like webpack. So what makes Vite different?\n\nWell, it was created by Evan Yu, who also created Vue. Js, as a way to both simplify and beat up the build process. Not long ago, web developers had no native way to combine JavaScript files together in a modular way. This led to tools like webpack and rollup that concatenate multiple files together into a single bundle for the browser. The problem is that this process becomes increasingly Flow, as the app adds more code and dependencies.\n\nIn 2015, ECMAScript modules were introduced, and by 2020, had wide browser support, allowing developers to import port and export code from different files in the browser. Vite leverages native ES modules in the browser to load your code instantly no matter how large the app is. It also supports hot module replacement for an extremely fast feedback loop during development. When building for production, it uses roll up under the hood, so you don't have to worry about configuring It's an opinionated tool that provides conventions that work out of the box for the majority of developers. To get started, run npm init vite from the command line and choose a starter project with your favorite front end framework.\n\nYou'll notice the project comes with a vconfig file. It has a plugin ecosystem That can extend it with additional features, and you can also manually override the roll up defaults when necessary. And there are some really cool plugins out there like Vite SSR that can do server side rendering like Next. Js. Now to serve the application locally, run npm run dev.\n\nEven if I install a bunch of big dependencies like Lodash and Moment, the time to run the dev server does not change. Now if you open the network tab in the browser dev tools, you'll notice that instead of importing a single JavaScript bundle file, it's importing our actual source code, like a raw TSX file in this case. It also makes TypeScript about 20 to 30 times faster because it skips type checking and uses esbuild to transpile your code. Now Now as you're developing your app, you might change the state of it in the UI, then realize that some of the code needs to change. When you modify the source code, the changes will be reflected instantly without losing that state of the application.\n\nThat's what we call hot module replacement. Now run npm build to build the app for production. This will generate a JavaScript bundle with rollup with a bunch of automatic optimizations, like automatic code splitting for any dynamic imports and CSS. This has been beat in 100 seconds. If you wanna see more short videos like this, hit the like button and subscribe.\n\nThanks for watching and I will see you in the next one." }, "summaries": null, "topics": [ { "end_word": 202, "start_word": 0, "text": "Vite, a JavaScript build tool that simplifies the way we build and develop front end web applications. At its core, it does 2 things. 1, serve your code locally during development, and 2, bundle your JavaScript, CSS, and other assets together for production. There are many other tools out there that do the same thing like webpack. So what makes Vite different? Well, it was created by Evan Yu, who also created Vue. Js, as a way to both simplify and beat up the build process. Not long ago, web developers had no native way to combine JavaScript files together in a modular way. This led to tools like webpack and rollup that concatenate multiple files together into a single bundle for the browser. 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If you wanna see more short videos like this, hit the like button and subscribe. Thanks for watching and I will see you in the next one.", "topics": [ { "confidence": 0.1042992, "topic": "youtube" }, { "confidence": 0.017685039, "topic": "programming" }, { "confidence": 0.017283646, "topic": "software development" }, { "confidence": 0.008167887, "topic": "software" } ] } ], "transcript": "Vite, a JavaScript build tool that simplifies the way we build and develop front end web applications. At its core, it does 2 things. 1, serve your code locally during development, and 2, bundle your JavaScript, CSS, and other assets together for production. There are many other tools out there that do the same thing like webpack. So what makes Vite different? Well, it was created by Evan Yu, who also created Vue. Js, as a way to both simplify and beat up the build process. Not long ago, web developers had no native way to combine JavaScript files together in a modular way. This led to tools like webpack and rollup that concatenate multiple files together into a single bundle for the browser. The problem is that this process becomes increasingly Flow, as the app adds more code and dependencies. In 2015, ECMAScript modules were introduced, and by 2020, had wide browser support, allowing developers to import port and export code from different files in the browser. Vite leverages native ES modules in the browser to load your code instantly no matter how large the app is. It also supports hot module replacement for an extremely fast feedback loop during development. When building for production, it uses roll up under the hood, so you don't have to worry about configuring It's an opinionated tool that provides conventions that work out of the box for the majority of developers. To get started, run npm init vite from the command line and choose a starter project with your favorite front end framework. You'll notice the project comes with a vconfig file. It has a plugin ecosystem That can extend it with additional features, and you can also manually override the roll up defaults when necessary. And there are some really cool plugins out there like Vite SSR that can do server side rendering like Next. Js. Now to serve the application locally, run npm run dev. Even if I install a bunch of big dependencies like Lodash and Moment, the time to run the dev server does not change. Now if you open the network tab in the browser dev tools, you'll notice that instead of importing a single JavaScript bundle file, it's importing our actual source code, like a raw TSX file in this case. It also makes TypeScript about 20 to 30 times faster because it skips type checking and uses esbuild to transpile your code. Now Now as you're developing your app, you might change the state of it in the UI, then realize that some of the code needs to change. When you modify the source code, the changes will be reflected instantly without losing that state of the application. That's what we call hot module replacement. Now run npm build to build the app for production. This will generate a JavaScript bundle with rollup with a bunch of automatic optimizations, like automatic code splitting for any dynamic imports and CSS. This has been beat in 100 seconds. If you wanna see more short videos like this, hit the like button and subscribe. 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Software is just a collection of text files organized in a precise way. Versus Code provides an integrated development environment to help you edit, analyze, and manage these files efficiently. It's a Microsoft project that first appeared in 2015 as a lightweight cross platform code editor that ships a new update every single month. Today, it's the world's most popular code editor.\n\nDownload it, then a new user to open a folder that contains your application files. Before you can write high quality code, you'll need to make the editor look cool by clicking the settings icon to update your syntax and icon themes. Next, you'll notice the file explorer contains all the files in this directory. Open a file end notice how the text inside is colored. That's because Versus code analyzes the symbols inside the file to perform syntax highlighting.\n\nIt will automatically detect problems in your code. If a variable is not used, it becomes a little more opaque. 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I just released a brand new Versus Code magic tricks course that contains a ton of productivity hacks for beginners and advanced developers alike. The first 10 videos are free, so check it out on Fireship IO. Thanks for watching, and I will see you in the next one." }, "summaries": null, "topics": [ { "end_word": 116, "start_word": 0, "text": "Visual Studio Code, a free and open source program for editing code. Software is just a collection of text files organized in a precise way. Versus Code provides an integrated development environment to help you edit, analyze, and manage these files efficiently. It's a Microsoft project that first appeared in 2015 as a lightweight cross platform code editor that ships a new update every single month. Today, it's the world's most popular code editor. Download it, then a new user to open a folder that contains your application files. Before you can write high quality code, you'll need to make the editor look cool by clicking the settings icon to update your syntax and icon themes.", "topics": [ { "confidence": 0.9976817, "topic": "software" }, { "confidence": 0.99401563, "topic": "software development" }, { "confidence": 0.6380113, "topic": "programming" }, { "confidence": 0.053864054, "topic": "microsoft" }, { "confidence": 0.04486212, "topic": "computer science" } ] }, { "end_word": 154, "start_word": 116, "text": "Next, you'll notice the file explorer contains all the files in this directory. Open a file end notice how the text inside is colored. That's because Versus code analyzes the symbols inside the file to perform syntax highlighting.", "topics": [] }, { "end_word": 304, "start_word": 154, "text": "It will automatically detect problems in your code. If a variable is not used, it becomes a little more opaque. A red squiggly line appears if your code will not compile. Hover over it for more details. It also creates an outline of the code structure to quickly navigate to the line of code that you're looking for. Now, as you start writing some code in this file, you'll notice a little box pops up as you type. Professional developers rarely type every character. Instead, they leverage Versus Code's IntelliSense to auto complete the code that they were thinking about writing. When the right suggestion comes up, hit tab or enter to complete an edit. You might also right click on your code to find a variety of options to analyze and refactor it, but almost anything you can do with the mouse, you can do faster with the keyboard.", "topics": [ { "confidence": 0.061565496, "topic": "programming" }, { "confidence": 0.0056279097, "topic": "software development" } ] }, { "end_word": 385, "start_word": 304, "text": "Hit control shift papa to bring up the command palette. From here, you can quickly access any Versus Code command or any file in your project. Let's use it to open up a terminal session which brings up the command line here at the bottom. We can use it to run commands in this project like git init to enable source control, or better yet, we can click on the source control icon to run Git commands with a visual interface.", "topics": [] }, { "end_word": 555, "start_word": 385, "text": "Versus Code is minimal by design, but as an open source JavaScript project, it's easily extendable. From the extensions panel, you'll find a huge number of packages that provide specialized tooling for whatever framework or language you're working with. Most software projects work with the cloud in some capacity. The remote button can connect your editor to a remote GitHub repository, Docker container, or cloud server, and you can even run Versus Code itself in the cloud to access zip from the browser on any machine. This has been Versus Code in 100 seconds. Hit the like button and subscribe if you wanna see more short videos like this. And if you really want to maximize your productivity as a developer. I just released a brand new Versus Code magic tricks course that contains a ton of productivity hacks for beginners and advanced developers alike. The first 10 videos are free, so check it out on Fireship IO. Thanks for watching, and I will see you in the next one.", "topics": [ { "confidence": 0.27794313, "topic": "youtube" }, { "confidence": 0.18133618, "topic": "software" }, { "confidence": 0.09358037, "topic": "video gaming" }, { "confidence": 0.036905613, "topic": "software development" }, { "confidence": 0.012721695, "topic": "games" } ] } ], "transcript": "Visual Studio Code, a free and open source program for editing code. Software is just a collection of text files organized in a precise way. Versus Code provides an integrated development environment to help you edit, analyze, and manage these files efficiently. It's a Microsoft project that first appeared in 2015 as a lightweight cross platform code editor that ships a new update every single month. Today, it's the world's most popular code editor. Download it, then a new user to open a folder that contains your application files. Before you can write high quality code, you'll need to make the editor look cool by clicking the settings icon to update your syntax and icon themes. Next, you'll notice the file explorer contains all the files in this directory. Open a file end notice how the text inside is colored. That's because Versus code analyzes the symbols inside the file to perform syntax highlighting. It will automatically detect problems in your code. If a variable is not used, it becomes a little more opaque. A red squiggly line appears if your code will not compile. Hover over it for more details. It also creates an outline of the code structure to quickly navigate to the line of code that you're looking for. Now, as you start writing some code in this file, you'll notice a little box pops up as you type. Professional developers rarely type every character. Instead, they leverage Versus Code's IntelliSense to auto complete the code that they were thinking about writing. When the right suggestion comes up, hit tab or enter to complete an edit. You might also right click on your code to find a variety of options to analyze and refactor it, but almost anything you can do with the mouse, you can do faster with the keyboard. Hit control shift papa to bring up the command palette. From here, you can quickly access any Versus Code command or any file in your project. Let's use it to open up a terminal session which brings up the command line here at the bottom. We can use it to run commands in this project like git init to enable source control, or better yet, we can click on the source control icon to run Git commands with a visual interface. Versus Code is minimal by design, but as an open source JavaScript project, it's easily extendable. From the extensions panel, you'll find a huge number of packages that provide specialized tooling for whatever framework or language you're working with. Most software projects work with the cloud in some capacity. The remote button can connect your editor to a remote GitHub repository, Docker container, or cloud server, and you can even run Versus Code itself in the cloud to access zip from the browser on any machine. This has been Versus Code in 100 seconds. Hit the like button and subscribe if you wanna see more short videos like this. And if you really want to maximize your productivity as a developer. I just released a brand new Versus Code magic tricks course that contains a ton of productivity hacks for beginners and advanced developers alike. The first 10 videos are free, so check it out on Fireship IO. 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"start": 16.51, "text": "I personally like it because it's minimal yet super powerful and free and open source." }, { "end": 26.755, "start": 21.15, "text": "In this episode, I'll show you exactly what I mean by taking you through my top ten pro tips for using Versus Code effectively." }, { "end": 31.27, "start": 26.974998, "text": "If you're new here, hit subscribe and you'll find a full write up on angular fire .com." }, { "end": 34.71, "start": 31.41, "text": "The first thing you should know is how to get around the file system quickly." } ], "speaker": 0, "start": 7.1749997 }, { "end": 64.805, "num_words": 115, "sentences": [ { "end": 39.725, "start": 35.25, "text": "You can open up Versus Code by running code from the command line with the directory that you want to open." }, { "end": 44.125, "start": 40.105, "text": "The quickest way to move around is to memorize a few hot keys or key bindings." }, { "end": 53.66, "start": 44.585, "text": "If you hit control k, It'll bring up a full list of key bindings that you can search through and customize as needed, but the single most important one is control p which brings up the command palette." }, { "end": 57.605, "start": 54.04, "text": "We'll be using the command palette lot in this video, so don't forget this one." }, { "end": 64.805, "start": 57.665, "text": "To navigate between files, you can simply start typing the file name, and it will automatically search through your tree to find the corresponding file." } ], "speaker": 0, "start": 35.25 }, { "end": 99.85, "num_words": 131, "sentences": [ { "end": 71.895, "start": 64.85, "text": "That's way quicker than trying to navigate through a directory tree by clicking, but sometimes you might wanna bookmark specific lines of code and navigate to them later." }, { "end": 82.61, "start": 71.895, "text": "For that, I recommend using a bookmark plugin, which will allow us to highlight a block of code, set a bookmark number for it, and then Easily navigate to it later on using the command palette in Versus Code." }, { "end": 88.895, "start": 82.670006, "text": "As you probably noticed, I'm here in an Angular project, so I'm going to install some snippets to generate a lot of the boilerplate code for me." }, { "end": 95.875, "start": 88.975, "text": "In Angular, we have 2 really good snippet libraries, one from Mike Moreland and one from John Papa, and you can use them both together." }, { "end": 99.85, "start": 96.39, "text": "When you install snippets, they're automatically added to the Versus Code IntelliSense." } ], "speaker": 0, "start": 64.85 }, { "end": 128.495, "num_words": 96, "sentences": [ { "end": 109.855, "start": 100.15, "text": "So say I need to code up something really tedious like an NG switch statement, I can simply start typing the prefix in the snippet library, and it will automatically generate this code for me." }, { "end": 115.1, "start": 110.075005, "text": "There's even snippets available for libraries like Angular Material, NGXS, and many others." }, { "end": 118.619995, "start": 115.56, "text": "Number 8 is Versus Code's integrated command line terminal." }, { "end": 124.335, "start": 118.76, "text": "You can pull it up by simply dragging from the bottom of the screen Or you can use the control back tick key binding." }, { "end": 128.495, "start": 124.715004, "text": "You can also pull up the command palette with control p and open it there." } ], "speaker": 0, "start": 100.15 }, { "end": 152.26999, "num_words": 86, "sentences": [ { "end": 133.77, "start": 128.63501, "text": "What's really cool is that Versus Code will Automatically recognize scripts that you have set up in your project." }, { "end": 138.23001, "start": 133.83, "text": "In JavaScript, you probably have something set up with NPM or maybe with Grunt or Gulp." }, { "end": 145.025, "start": 138.23001, "text": "You can simply type in NPM, And it will show all of your scripts right there automatically so you can run them without ever having to type anything." }, { "end": 148.305, "start": 145.245, "text": "With that, we can segue into the next major feature which is IntelliSense." }, { "end": 152.26999, "start": 148.98999, "text": "IntelliSense is just a fancy word for code auto completion." } ], "speaker": 0, "start": 128.63501 }, { "end": 181.015, "num_words": 111, "sentences": [ { "end": 158.05, "start": 152.26999, "text": "And if you use a language that's strong typed like TypeScript, you'll get incredible developer tooling in Versus Code." }, { "end": 163.265, "start": 158.365, "text": "You'll see this automatically as you're coding, but you can pull it up manually with control space as well." }, { "end": 167.585, "start": 163.485, "text": "Code completion is pretty self explanatory, but there's some pretty cool things you can do with it." }, { "end": 173.99, "start": 168.05, "text": "Let's say we're going into a large TypeScript file for the first time and we wanna see all the methods and classes that are defined in this file." }, { "end": 181.015, "start": 174.05, "text": "We can go into the command palette, type in the at symbol, And that will give us all of the interfaces, methods, and properties defined in this file." } ], "speaker": 0, "start": 152.26999 }, { "end": 217.77501, "num_words": 140, "sentences": [ { "end": 186.13501, "start": 181.07501, "text": "In a strong type language, another thing you might wanna do is peak the type definitions for a given interface." }, { "end": 200.47499, "start": 186.79, "text": "It can be really disruptive to have multiple files open at once looking for different type definitions, but you can simply click on an interface and say peak definition And it will find that in your project even if it's buried in your node modules and show you the properties on that interface." }, { "end": 206.70999, "start": 201.33499, "text": "On the flip side of this, you be looking at an interface and want to know how many references you have to it in a project." }, { "end": 213.63501, "start": 207.25, "text": "If you right click and go to find references, it will show you exactly which files are referencing this interface in your project." }, { "end": 217.77501, "start": 214.015, "text": "But let's say I'm working with an interface and I decide I don't like the name of it." } ], "speaker": 0, "start": 181.07501 }, { "end": 250.905, "num_words": 124, "sentences": [ { "end": 223.26001, "start": 217.77501, "text": "I can highlight it, Then right click and say rename symbol or just hit f 2 and give it a new name." }, { "end": 227.98001, "start": 223.32, "text": "That not only updates the current file but also every other file in the project with that reference." }, { "end": 237.485, "start": 228.185, "text": "And that's a lot safer than using just a regular find and replace because it's looking at the actual code reference and not the text itself, yet another good reason to strong type your code." }, { "end": 242.97, "start": 237.75, "text": "Now while we're on the topic of types, I want to show you this really cool extension called paste JSON as code." }, { "end": 250.905, "start": 243.75, "text": "Almost all apps make calls to APIs that return JSON, But you might not have an easy way to actually strong type this response in your project." } ], "speaker": 0, "start": 217.77501 }, { "end": 281.84, "num_words": 106, "sentences": [ { "end": 257.43997, "start": 251.525, "text": "I'm in the Twitter API right now, and I'm just going to copy and paste this example response in JSON format." }, { "end": 263.59998, "start": 257.97998, "text": "I'll go ahead and paste the JSON into a tweet dot JSON file and then create a new file called tweet dotts." }, { "end": 272.16498, "start": 264.62, "text": "Then I can open up the command palette And just enter that paste as JSON command, and we'll set the top level interface name as tweet." }, { "end": 276.4, "start": 272.16498, "text": "And then magically, we get this whole set of interfaces that model this API response." }, { "end": 281.84, "start": 276.62, "text": "So that means you can get incredible developer tooling for any API that you work with whether it has types or not." } ], "speaker": 0, "start": 251.525 }, { "end": 292.14, "num_words": 38, "sentences": [ { "end": 282.10498, "start": 281.94498, "text": "Okay." }, { "end": 284.025, "start": 282.10498, "text": "I think I've heard just about enough of types." }, { "end": 285.805, "start": 284.025, "text": "Let's just chill out for a second." }, { "end": 288.845, "start": 286.025, "text": "Hit control k z to go into Zen mode." }, { "end": 292.14, "start": 289.08, "text": "This will give us a viewport with all of the distractions removed." } ], "speaker": 0, "start": 281.94498 }, { "end": 318.535, "num_words": 104, "sentences": [ { "end": 298.78, "start": 292.2, "text": "If you don't care what your Docker container is doing or what the Git status is, you can just go into Zen mode and focus on writing code." }, { "end": 305.085, "start": 299.06497, "text": "While we're at it, let's install the Spotify extension for Versus Code and throw on some carbon based life forms and just chill out." }, { "end": 309.22, "start": 305.22498, "text": "But unfortunately, we relaxed a little too hard And now our application is broken." }, { "end": 313.06, "start": 309.36, "text": "Let's go into the debugger panel and see how that might be able to help us out." }, { "end": 318.535, "start": 313.36, "text": "You get to the debugger by clicking on the bug icon, And I have a simple node script set up here." } ], "speaker": 0, "start": 292.2 }, { "end": 347.25998, "num_words": 109, "sentences": [ { "end": 322.95502, "start": 318.535, "text": "Node works out of the box, but you can also install extensions to support different runtimes." }, { "end": 329.66, "start": 323.24, "text": "In the script, I have 2 separate functions that are each updating a global variable and we'll just run these one after the other." }, { "end": 334.525, "start": 329.72, "text": "I can set up break points in my code by simply adding a red dot in between the line numbers." }, { "end": 342.20502, "start": 334.825, "text": "This will stop the execution of the script once it hits this breakpoint, and then you can inspect the local state and the call stack and things like that." }, { "end": 347.25998, "start": 342.52, "text": "All I have to do is click the play button, and it will automatically attach the debugger to this process." } ], "speaker": 0, "start": 318.535 }, { "end": 376.16498, "num_words": 112, "sentences": [ { "end": 352.755, "start": 347.56, "text": "You can see here it shows all of the local variables as well as all of our global variables in node." }, { "end": 360.66, "start": 353.055, "text": "You can also go down to the debugger console and start executing commands within the context of the script, and we'll have access to its current state." }, { "end": 366.59998, "start": 360.66, "text": "So if we want to inspect the name of a variable, we just type it down here in the command line and it will print that out in the console." }, { "end": 371.925, "start": 366.94498, "text": "Debugging Node is great, but generally, my front end apps are a lot more complex than my back end apps." }, { "end": 376.16498, "start": 371.985, "text": "I'd like to debug my Angular applications in the context of the Chrome browser." } ], "speaker": 0, "start": 347.56 }, { "end": 409.465, "num_words": 118, "sentences": [ { "end": 382.31, "start": 376.68997, "text": "After installing the Chrome extension, we can go back to the debugger and click the play button, but this time use Chrome." }, { "end": 389.115, "start": 382.68997, "text": "Then we can set up a launch configuration for this specific app, which in Angular's case, it'll be served on local host 42100." }, { "end": 396.16, "start": 389.975, "text": "Then we can go into one of our component files and set up some break points It's where we want to have the debugger run-in the browser." }, { "end": 402.56, "start": 396.54, "text": "I'll set up one breakpoint before the components actually initialized and then another one that will run on a button click." }, { "end": 409.465, "start": 403.04498, "text": "Then you can see if we click play, it will launch Chrome and have our debugger running here which we can control from Versus Code." } ], "speaker": 0, "start": 376.68997 }, { "end": 434.44, "num_words": 98, "sentences": [ { "end": 416.37, "start": 409.525, "text": "When we click play again, it will define the title And we can actually highlight over properties in the code and it will tell us the state of the data." }, { "end": 422.425, "start": 416.66998, "text": "Managing state in a web application is one of the biggest Challenges, and this debugger can really help you do that more effectively." }, { "end": 427.065, "start": 422.965, "text": "Another huge way that Versus Code helps you out is with your git version control." }, { "end": 430.82, "start": 427.22, "text": "Dealing with git in a large project gets pretty hard to do from the command line." }, { "end": 434.44, "start": 430.82, "text": "You might have already noticed that Versus Code automatically highlights all of your files." } ], "speaker": 0, "start": 409.525 }, { "end": 456.035, "num_words": 80, "sentences": [ { "end": 440.365, "start": 434.585, "text": "Untracked or new files are green, modified files are yellow, and files with wintein errors are red." }, { "end": 445.5, "start": 440.745, "text": "If we want to commit some changes, we can just go into the git add our commit message, and we're done." }, { "end": 449.36, "start": 445.5, "text": "We don't have to do any git add or git flag message from the command line." }, { "end": 452.3, "start": 449.74, "text": "But what if we actually didn't mean to commit that code?" }, { "end": 456.035, "start": 452.3, "text": "Well, we can come here to the options menu and just roll back that commit." } ], "speaker": 0, "start": 434.585 }, { "end": 491.155, "num_words": 130, "sentences": [ { "end": 460.035, "start": 456.655, "text": "And you can run pretty much every other Git command from this menu as well." }, { "end": 468.50998, "start": 460.65, "text": "If we want to revert some changes on a specific file, we can simply do that by clicking this revert button, and that will discard all of the changes that we made." }, { "end": 476.135, "start": 468.675, "text": "Or if we just want to commit a couple files individually, we can click the plus button and that will only stage those files for your next commit." }, { "end": 482.03, "start": 476.57, "text": "So that's super powerful on its own, but I wanna know about the git status pretty much everywhere in my code." }, { "end": 491.155, "start": 482.17, "text": "I wanna know who changed what and when it was changed Because I'm working with a team of junior developers and they keep screwing things up, we can install GitLens from the extensions page." } ], "speaker": 0, "start": 456.655 }, { "end": 517.68, "num_words": 101, "sentences": [ { "end": 496.72998, "start": 491.155, "text": "And then if we go back to the Git tab, you'll see that we have an additional panel Here with all of the GitLens data." }, { "end": 504.49, "start": 496.87, "text": "It makes it a lot easier to traverse the Git tree and also deal with things like stashes and tags and also your remote repositories." }, { "end": 506.765, "start": 505.08502, "text": "But it doesn't just stop at the Git panel." }, { "end": 510.225, "start": 506.765, "text": "It actually annotates all of your code with information about Git." }, { "end": 517.68, "start": 510.52502, "text": "If we go into a file and just hover over a piece of code, it will tell us exactly who wrote that code, when they wrote it, and its commit ID." } ], "speaker": 0, "start": 491.155 }, { "end": 544.565, "num_words": 92, "sentences": [ { "end": 522.355, "start": 518.22003, "text": "This brings us to Versus Code Live Share, which is a brand new feature in the editor." }, { "end": 530.42, "start": 522.83496, "text": "It allows you to connect your GitHub or Azure account to Versus Code and then collaborate with multiple team members on a single document in real time." }, { "end": 533.32, "start": 530.57996, "text": "It's kind of like the Google Docs of writing code." }, { "end": 539.16, "start": 533.45996, "text": "I've been able to use this with some Angular Firebase Pro members to collaborate on issues, and it's been super useful." }, { "end": 544.565, "start": 539.585, "text": "You can install the extension, and you'll need to connect a GitHub account or a Microsoft account." } ], "speaker": 0, "start": 518.22003 }, { "end": 568.72, "num_words": 94, "sentences": [ { "end": 550.82, "start": 544.865, "text": "After that, it's just a matter of clicking share, and Versus Code will return a link that you can pass along to other team members." }, { "end": 555.76, "start": 551.28, "text": "I probably could have covered about 90 other topics in this video, but I'm gonna go ahead and wrap things up there." }, { "end": 557.54004, "start": 555.76, "text": "If it helped you, please like and subscribe." }, { "end": 561.585, "start": 557.805, "text": "And if you're serious about building apps, consider becoming a pro member at angularfirebase.com." }, { "end": 568.72, "start": 562.525, "text": "We can write code together using Versus Code Live Share and work on strategies to get your app built and shipped as soon as possible." } ], "speaker": 0, "start": 544.865 }, { "end": 571.36, "num_words": 9, "sentences": [ { "end": 571.36, "start": 569.02, "text": "Thanks for watching, and I'll talk to you soon." } ], "speaker": 0, "start": 569.02 } ], "transcript": "\nSpeaker 0: In just 3 years, Visual Studio Code has gone from being non existent to the single most popular code editor among all developers, according to the Stack flow 2018 survey. I personally like it because it's minimal yet super powerful and free and open source. In this episode, I'll show you exactly what I mean by taking you through my top ten pro tips for using Versus Code effectively. If you're new here, hit subscribe and you'll find a full write up on angular fire .com. The first thing you should know is how to get around the file system quickly.\n\nYou can open up Versus Code by running code from the command line with the directory that you want to open. The quickest way to move around is to memorize a few hot keys or key bindings. If you hit control k, It'll bring up a full list of key bindings that you can search through and customize as needed, but the single most important one is control p which brings up the command palette. We'll be using the command palette lot in this video, so don't forget this one. To navigate between files, you can simply start typing the file name, and it will automatically search through your tree to find the corresponding file.\n\nThat's way quicker than trying to navigate through a directory tree by clicking, but sometimes you might wanna bookmark specific lines of code and navigate to them later. For that, I recommend using a bookmark plugin, which will allow us to highlight a block of code, set a bookmark number for it, and then Easily navigate to it later on using the command palette in Versus Code. As you probably noticed, I'm here in an Angular project, so I'm going to install some snippets to generate a lot of the boilerplate code for me. In Angular, we have 2 really good snippet libraries, one from Mike Moreland and one from John Papa, and you can use them both together. When you install snippets, they're automatically added to the Versus Code IntelliSense.\n\nSo say I need to code up something really tedious like an NG switch statement, I can simply start typing the prefix in the snippet library, and it will automatically generate this code for me. There's even snippets available for libraries like Angular Material, NGXS, and many others. Number 8 is Versus Code's integrated command line terminal. You can pull it up by simply dragging from the bottom of the screen Or you can use the control back tick key binding. You can also pull up the command palette with control p and open it there.\n\nWhat's really cool is that Versus Code will Automatically recognize scripts that you have set up in your project. In JavaScript, you probably have something set up with NPM or maybe with Grunt or Gulp. You can simply type in NPM, And it will show all of your scripts right there automatically so you can run them without ever having to type anything. With that, we can segue into the next major feature which is IntelliSense. IntelliSense is just a fancy word for code auto completion.\n\nAnd if you use a language that's strong typed like TypeScript, you'll get incredible developer tooling in Versus Code. You'll see this automatically as you're coding, but you can pull it up manually with control space as well. Code completion is pretty self explanatory, but there's some pretty cool things you can do with it. Let's say we're going into a large TypeScript file for the first time and we wanna see all the methods and classes that are defined in this file. We can go into the command palette, type in the at symbol, And that will give us all of the interfaces, methods, and properties defined in this file.\n\nIn a strong type language, another thing you might wanna do is peak the type definitions for a given interface. It can be really disruptive to have multiple files open at once looking for different type definitions, but you can simply click on an interface and say peak definition And it will find that in your project even if it's buried in your node modules and show you the properties on that interface. On the flip side of this, you be looking at an interface and want to know how many references you have to it in a project. If you right click and go to find references, it will show you exactly which files are referencing this interface in your project. But let's say I'm working with an interface and I decide I don't like the name of it.\n\nI can highlight it, Then right click and say rename symbol or just hit f 2 and give it a new name. That not only updates the current file but also every other file in the project with that reference. And that's a lot safer than using just a regular find and replace because it's looking at the actual code reference and not the text itself, yet another good reason to strong type your code. Now while we're on the topic of types, I want to show you this really cool extension called paste JSON as code. Almost all apps make calls to APIs that return JSON, But you might not have an easy way to actually strong type this response in your project.\n\nI'm in the Twitter API right now, and I'm just going to copy and paste this example response in JSON format. I'll go ahead and paste the JSON into a tweet dot JSON file and then create a new file called tweet dotts. Then I can open up the command palette And just enter that paste as JSON command, and we'll set the top level interface name as tweet. And then magically, we get this whole set of interfaces that model this API response. So that means you can get incredible developer tooling for any API that you work with whether it has types or not.\n\nOkay. I think I've heard just about enough of types. Let's just chill out for a second. Hit control k z to go into Zen mode. This will give us a viewport with all of the distractions removed.\n\nIf you don't care what your Docker container is doing or what the Git status is, you can just go into Zen mode and focus on writing code. While we're at it, let's install the Spotify extension for Versus Code and throw on some carbon based life forms and just chill out. But unfortunately, we relaxed a little too hard And now our application is broken. Let's go into the debugger panel and see how that might be able to help us out. You get to the debugger by clicking on the bug icon, And I have a simple node script set up here.\n\nNode works out of the box, but you can also install extensions to support different runtimes. In the script, I have 2 separate functions that are each updating a global variable and we'll just run these one after the other. I can set up break points in my code by simply adding a red dot in between the line numbers. This will stop the execution of the script once it hits this breakpoint, and then you can inspect the local state and the call stack and things like that. All I have to do is click the play button, and it will automatically attach the debugger to this process.\n\nYou can see here it shows all of the local variables as well as all of our global variables in node. You can also go down to the debugger console and start executing commands within the context of the script, and we'll have access to its current state. So if we want to inspect the name of a variable, we just type it down here in the command line and it will print that out in the console. Debugging Node is great, but generally, my front end apps are a lot more complex than my back end apps. I'd like to debug my Angular applications in the context of the Chrome browser.\n\nAfter installing the Chrome extension, we can go back to the debugger and click the play button, but this time use Chrome. Then we can set up a launch configuration for this specific app, which in Angular's case, it'll be served on local host 42100. Then we can go into one of our component files and set up some break points It's where we want to have the debugger run-in the browser. I'll set up one breakpoint before the components actually initialized and then another one that will run on a button click. Then you can see if we click play, it will launch Chrome and have our debugger running here which we can control from Versus Code.\n\nWhen we click play again, it will define the title And we can actually highlight over properties in the code and it will tell us the state of the data. Managing state in a web application is one of the biggest Challenges, and this debugger can really help you do that more effectively. Another huge way that Versus Code helps you out is with your git version control. Dealing with git in a large project gets pretty hard to do from the command line. You might have already noticed that Versus Code automatically highlights all of your files.\n\nUntracked or new files are green, modified files are yellow, and files with wintein errors are red. If we want to commit some changes, we can just go into the git add our commit message, and we're done. We don't have to do any git add or git flag message from the command line. But what if we actually didn't mean to commit that code? Well, we can come here to the options menu and just roll back that commit.\n\nAnd you can run pretty much every other Git command from this menu as well. If we want to revert some changes on a specific file, we can simply do that by clicking this revert button, and that will discard all of the changes that we made. Or if we just want to commit a couple files individually, we can click the plus button and that will only stage those files for your next commit. So that's super powerful on its own, but I wanna know about the git status pretty much everywhere in my code. I wanna know who changed what and when it was changed Because I'm working with a team of junior developers and they keep screwing things up, we can install GitLens from the extensions page.\n\nAnd then if we go back to the Git tab, you'll see that we have an additional panel Here with all of the GitLens data. It makes it a lot easier to traverse the Git tree and also deal with things like stashes and tags and also your remote repositories. But it doesn't just stop at the Git panel. It actually annotates all of your code with information about Git. If we go into a file and just hover over a piece of code, it will tell us exactly who wrote that code, when they wrote it, and its commit ID.\n\nThis brings us to Versus Code Live Share, which is a brand new feature in the editor. It allows you to connect your GitHub or Azure account to Versus Code and then collaborate with multiple team members on a single document in real time. It's kind of like the Google Docs of writing code. I've been able to use this with some Angular Firebase Pro members to collaborate on issues, and it's been super useful. You can install the extension, and you'll need to connect a GitHub account or a Microsoft account.\n\nAfter that, it's just a matter of clicking share, and Versus Code will return a link that you can pass along to other team members. I probably could have covered about 90 other topics in this video, but I'm gonna go ahead and wrap things up there. If it helped you, please like and subscribe. And if you're serious about building apps, consider becoming a pro member at angularfirebase.com. We can write code together using Versus Code Live Share and work on strategies to get your app built and shipped as soon as possible.\n\nThanks for watching, and I'll talk to you soon." }, "summaries": null, "topics": [ { "end_word": 69, "start_word": 0, "text": "In just 3 years, Visual Studio Code has gone from being non existent to the single most popular code editor among all developers, according to the Stack flow 2018 survey. I personally like it because it's minimal yet super powerful and free and open source. In this episode, I'll show you exactly what I mean by taking you through my top ten pro tips for using Versus Code effectively.", "topics": [ { "confidence": 0.89734995, "topic": "software development" }, { "confidence": 0.7140755, "topic": "software" }, { "confidence": 0.051887702, "topic": "programming" } ] }, { "end_word": 310, "start_word": 69, "text": "If you're new here, hit subscribe and you'll find a full write up on angular fire .com. The first thing you should know is how to get around the file system quickly. You can open up Versus Code by running code from the command line with the directory that you want to open. The quickest way to move around is to memorize a few hot keys or key bindings. If you hit control k, It'll bring up a full list of key bindings that you can search through and customize as needed, but the single most important one is control p which brings up the command palette. We'll be using the command palette lot in this video, so don't forget this one. To navigate between files, you can simply start typing the file name, and it will automatically search through your tree to find the corresponding file. That's way quicker than trying to navigate through a directory tree by clicking, but sometimes you might wanna bookmark specific lines of code and navigate to them later. For that, I recommend using a bookmark plugin, which will allow us to highlight a block of code, set a bookmark number for it, and then Easily navigate to it later on using the command palette in Versus Code. As you probably noticed, I'm here in an Angular project, so I'm going to install some snippets to generate a lot of the boilerplate code for me.", "topics": [] }, { "end_word": 395, "start_word": 310, "text": "In Angular, we have 2 really good snippet libraries, one from Mike Moreland and one from John Papa, and you can use them both together. When you install snippets, they're automatically added to the Versus Code IntelliSense. So say I need to code up something really tedious like an NG switch statement, I can simply start typing the prefix in the snippet library, and it will automatically generate this code for me. There's even snippets available for libraries like Angular Material, NGXS, and many others.", "topics": [ { "confidence": 0.17661624, "topic": "programming" }, { "confidence": 0.01838069, "topic": "software" } ] }, { "end_word": 506, "start_word": 395, "text": "Number 8 is Versus Code's integrated command line terminal. You can pull it up by simply dragging from the bottom of the screen Or you can use the control back tick key binding. You can also pull up the command palette with control p and open it there. What's really cool is that Versus Code will Automatically recognize scripts that you have set up in your project. In JavaScript, you probably have something set up with NPM or maybe with Grunt or Gulp. You can simply type in NPM, And it will show all of your scripts right there automatically so you can run them without ever having to type anything.", "topics": [] }, { "end_word": 612, "start_word": 506, "text": "With that, we can segue into the next major feature which is IntelliSense. IntelliSense is just a fancy word for code auto completion. And if you use a language that's strong typed like TypeScript, you'll get incredible developer tooling in Versus Code. You'll see this automatically as you're coding, but you can pull it up manually with control space as well. Code completion is pretty self explanatory, but there's some pretty cool things you can do with it. Let's say we're going into a large TypeScript file for the first time and we wanna see all the methods and classes that are defined in this file.", "topics": [ { "confidence": 0.45773116, "topic": "programming" }, { "confidence": 0.013586021, "topic": "artificial intelligence" }, { "confidence": 0.010299839, "topic": "machine learning" } ] }, { "end_word": 662, "start_word": 612, "text": "We can go into the command palette, type in the at symbol, And that will give us all of the interfaces, methods, and properties defined in this file. In a strong type language, another thing you might wanna do is peak the type definitions for a given interface. It can", "topics": [ { "confidence": 0.010717088, "topic": "languages" } ] }, { "end_word": 904, "start_word": 662, "text": "be really disruptive to have multiple files open at once looking for different type definitions, but you can simply click on an interface and say peak definition And it will find that in your project even if it's buried in your node modules and show you the properties on that interface. On the flip side of this, you be looking at an interface and want to know how many references you have to it in a project. If you right click and go to find references, it will show you exactly which files are referencing this interface in your project. But let's say I'm working with an interface and I decide I don't like the name of it. I can highlight it, Then right click and say rename symbol or just hit f 2 and give it a new name. That not only updates the current file but also every other file in the project with that reference. And that's a lot safer than using just a regular find and replace because it's looking at the actual code reference and not the text itself, yet another good reason to strong type your code. Now while we're on the topic of types, I want to show you this really cool extension called paste JSON as code. Almost all apps make calls to APIs that return JSON, But you might not have an easy way to actually strong type this response in your project.", "topics": [] }, { "end_word": 973, "start_word": 904, "text": "I'm in the Twitter API right now, and I'm just going to copy and paste this example response in JSON format. I'll go ahead and paste the JSON into a tweet dot JSON file and then create a new file called tweet dotts. Then I can open up the command palette And just enter that paste as JSON command, and we'll set the top level interface name as tweet.", "topics": [ { "confidence": 0.84060633, "topic": "twitter" } ] }, { "end_word": 1027, "start_word": 973, "text": "And then magically, we get this whole set of interfaces that model this API response. So that means you can get incredible developer tooling for any API that you work with whether it has types or not. Okay. I think I've heard just about enough of types. Let's just chill out for a second.", "topics": [ { "confidence": 0.03587532, "topic": "software development" }, { "confidence": 0.005680596, "topic": "software" } ] }, { "end_word": 1445, "start_word": 1027, "text": "Hit control k z to go into Zen mode. This will give us a viewport with all of the distractions removed. If you don't care what your Docker container is doing or what the Git status is, you can just go into Zen mode and focus on writing code. While we're at it, let's install the Spotify extension for Versus Code and throw on some carbon based life forms and just chill out. But unfortunately, we relaxed a little too hard And now our application is broken. Let's go into the debugger panel and see how that might be able to help us out. You get to the debugger by clicking on the bug icon, And I have a simple node script set up here. Node works out of the box, but you can also install extensions to support different runtimes. In the script, I have 2 separate functions that are each updating a global variable and we'll just run these one after the other. I can set up break points in my code by simply adding a red dot in between the line numbers. This will stop the execution of the script once it hits this breakpoint, and then you can inspect the local state and the call stack and things like that. All I have to do is click the play button, and it will automatically attach the debugger to this process. You can see here it shows all of the local variables as well as all of our global variables in node. You can also go down to the debugger console and start executing commands within the context of the script, and we'll have access to its current state. So if we want to inspect the name of a variable, we just type it down here in the command line and it will print that out in the console. Debugging Node is great, but generally, my front end apps are a lot more complex than my back end apps. I'd like to debug my Angular applications in the context of the Chrome browser. After installing the Chrome extension, we can go back to the debugger and click the play button, but this time use Chrome. Then we can set up a launch configuration for this specific app, which in Angular's case, it'll be served on local host 42100. Then we can go into one of our component files and set up some break points It's where we want to have the debugger run-in the browser.", "topics": [] }, { "end_word": 1544, "start_word": 1445, "text": "I'll set up one breakpoint before the components actually initialized and then another one that will run on a button click. Then you can see if we click play, it will launch Chrome and have our debugger running here which we can control from Versus Code. When we click play again, it will define the title And we can actually highlight over properties in the code and it will tell us the state of the data. Managing state in a web application is one of the biggest Challenges, and this debugger can really help you do that more effectively.", "topics": [ { "confidence": 0.0492952, "topic": "video gaming" }, { "confidence": 0.0064991396, "topic": "software development" } ] }, { "end_word": 1744, "start_word": 1544, "text": "Another huge way that Versus Code helps you out is with your git version control. Dealing with git in a large project gets pretty hard to do from the command line. You might have already noticed that Versus Code automatically highlights all of your files. Untracked or new files are green, modified files are yellow, and files with wintein errors are red. If we want to commit some changes, we can just go into the git add our commit message, and we're done. We don't have to do any git add or git flag message from the command line. But what if we actually didn't mean to commit that code? Well, we can come here to the options menu and just roll back that commit. And you can run pretty much every other Git command from this menu as well. If we want to revert some changes on a specific file, we can simply do that by clicking this revert button, and that will discard all of the changes that we made. Or if we just want to commit a couple files individually, we can click the plus button and that will only stage those files for your next commit.", "topics": [] }, { "end_word": 1799, "start_word": 1744, "text": "So that's super powerful on its own, but I wanna know about the git status pretty much everywhere in my code. I wanna know who changed what and when it was changed Because I'm working with a team of junior developers and they keep screwing things up, we can install GitLens from the extensions page.", "topics": [ { "confidence": 0.046048637, "topic": "software development" }, { "confidence": 0.0053847097, "topic": "software" } ] }, { "end_word": 1900, "start_word": 1799, "text": "And then if we go back to the Git tab, you'll see that we have an additional panel Here with all of the GitLens data. It makes it a lot easier to traverse the Git tree and also deal with things like stashes and tags and also your remote repositories. But it doesn't just stop at the Git panel. It actually annotates all of your code with information about Git. If we go into a file and just hover over a piece of code, it will tell us exactly who wrote that code, when they wrote it, and its commit ID.", "topics": [] }, { "end_word": 1954, "start_word": 1900, "text": "This brings us to Versus Code Live Share, which is a brand new feature in the editor. It allows you to connect your GitHub or Azure account to Versus Code and then collaborate with multiple team members on a single document in real time. It's kind of like the Google Docs of writing code.", "topics": [ { "confidence": 0.01129677, "topic": "software" }, { "confidence": 0.010901183, "topic": "software development" } ] }, { "end_word": 2017, "start_word": 1954, "text": "I've been able to use this with some Angular Firebase Pro members to collaborate on issues, and it's been super useful. You can install the extension, and you'll need to connect a GitHub account or a Microsoft account. After that, it's just a matter of clicking share, and Versus Code will return a link that you can pass along to other team members.", "topics": [] }, { "end_word": 2095, "start_word": 2017, "text": "I probably could have covered about 90 other topics in this video, but I'm gonna go ahead and wrap things up there. If it helped you, please like and subscribe. And if you're serious about building apps, consider becoming a pro member at angularfirebase.com. We can write code together using Versus Code Live Share and work on strategies to get your app built and shipped as soon as possible. Thanks for watching, and I'll talk to you soon.", "topics": [ { "confidence": 0.4758739, "topic": "software development" }, { "confidence": 0.08915714, "topic": "software" } ] } ], "transcript": "In just 3 years, Visual Studio Code has gone from being non existent to the single most popular code editor among all developers, according to the Stack flow 2018 survey. I personally like it because it's minimal yet super powerful and free and open source. In this episode, I'll show you exactly what I mean by taking you through my top ten pro tips for using Versus Code effectively. If you're new here, hit subscribe and you'll find a full write up on angular fire .com. The first thing you should know is how to get around the file system quickly. You can open up Versus Code by running code from the command line with the directory that you want to open. The quickest way to move around is to memorize a few hot keys or key bindings. If you hit control k, It'll bring up a full list of key bindings that you can search through and customize as needed, but the single most important one is control p which brings up the command palette. We'll be using the command palette lot in this video, so don't forget this one. To navigate between files, you can simply start typing the file name, and it will automatically search through your tree to find the corresponding file. That's way quicker than trying to navigate through a directory tree by clicking, but sometimes you might wanna bookmark specific lines of code and navigate to them later. For that, I recommend using a bookmark plugin, which will allow us to highlight a block of code, set a bookmark number for it, and then Easily navigate to it later on using the command palette in Versus Code. As you probably noticed, I'm here in an Angular project, so I'm going to install some snippets to generate a lot of the boilerplate code for me. In Angular, we have 2 really good snippet libraries, one from Mike Moreland and one from John Papa, and you can use them both together. When you install snippets, they're automatically added to the Versus Code IntelliSense. So say I need to code up something really tedious like an NG switch statement, I can simply start typing the prefix in the snippet library, and it will automatically generate this code for me. There's even snippets available for libraries like Angular Material, NGXS, and many others. Number 8 is Versus Code's integrated command line terminal. You can pull it up by simply dragging from the bottom of the screen Or you can use the control back tick key binding. You can also pull up the command palette with control p and open it there. What's really cool is that Versus Code will Automatically recognize scripts that you have set up in your project. In JavaScript, you probably have something set up with NPM or maybe with Grunt or Gulp. You can simply type in NPM, And it will show all of your scripts right there automatically so you can run them without ever having to type anything. With that, we can segue into the next major feature which is IntelliSense. IntelliSense is just a fancy word for code auto completion. And if you use a language that's strong typed like TypeScript, you'll get incredible developer tooling in Versus Code. You'll see this automatically as you're coding, but you can pull it up manually with control space as well. Code completion is pretty self explanatory, but there's some pretty cool things you can do with it. Let's say we're going into a large TypeScript file for the first time and we wanna see all the methods and classes that are defined in this file. We can go into the command palette, type in the at symbol, And that will give us all of the interfaces, methods, and properties defined in this file. In a strong type language, another thing you might wanna do is peak the type definitions for a given interface. It can be really disruptive to have multiple files open at once looking for different type definitions, but you can simply click on an interface and say peak definition And it will find that in your project even if it's buried in your node modules and show you the properties on that interface. On the flip side of this, you be looking at an interface and want to know how many references you have to it in a project. If you right click and go to find references, it will show you exactly which files are referencing this interface in your project. But let's say I'm working with an interface and I decide I don't like the name of it. I can highlight it, Then right click and say rename symbol or just hit f 2 and give it a new name. That not only updates the current file but also every other file in the project with that reference. And that's a lot safer than using just a regular find and replace because it's looking at the actual code reference and not the text itself, yet another good reason to strong type your code. Now while we're on the topic of types, I want to show you this really cool extension called paste JSON as code. Almost all apps make calls to APIs that return JSON, But you might not have an easy way to actually strong type this response in your project. I'm in the Twitter API right now, and I'm just going to copy and paste this example response in JSON format. I'll go ahead and paste the JSON into a tweet dot JSON file and then create a new file called tweet dotts. Then I can open up the command palette And just enter that paste as JSON command, and we'll set the top level interface name as tweet. And then magically, we get this whole set of interfaces that model this API response. So that means you can get incredible developer tooling for any API that you work with whether it has types or not. Okay. I think I've heard just about enough of types. Let's just chill out for a second. Hit control k z to go into Zen mode. This will give us a viewport with all of the distractions removed. If you don't care what your Docker container is doing or what the Git status is, you can just go into Zen mode and focus on writing code. While we're at it, let's install the Spotify extension for Versus Code and throw on some carbon based life forms and just chill out. But unfortunately, we relaxed a little too hard And now our application is broken. Let's go into the debugger panel and see how that might be able to help us out. You get to the debugger by clicking on the bug icon, And I have a simple node script set up here. Node works out of the box, but you can also install extensions to support different runtimes. In the script, I have 2 separate functions that are each updating a global variable and we'll just run these one after the other. I can set up break points in my code by simply adding a red dot in between the line numbers. This will stop the execution of the script once it hits this breakpoint, and then you can inspect the local state and the call stack and things like that. All I have to do is click the play button, and it will automatically attach the debugger to this process. You can see here it shows all of the local variables as well as all of our global variables in node. You can also go down to the debugger console and start executing commands within the context of the script, and we'll have access to its current state. So if we want to inspect the name of a variable, we just type it down here in the command line and it will print that out in the console. Debugging Node is great, but generally, my front end apps are a lot more complex than my back end apps. I'd like to debug my Angular applications in the context of the Chrome browser. After installing the Chrome extension, we can go back to the debugger and click the play button, but this time use Chrome. Then we can set up a launch configuration for this specific app, which in Angular's case, it'll be served on local host 42100. Then we can go into one of our component files and set up some break points It's where we want to have the debugger run-in the browser. I'll set up one breakpoint before the components actually initialized and then another one that will run on a button click. Then you can see if we click play, it will launch Chrome and have our debugger running here which we can control from Versus Code. When we click play again, it will define the title And we can actually highlight over properties in the code and it will tell us the state of the data. Managing state in a web application is one of the biggest Challenges, and this debugger can really help you do that more effectively. Another huge way that Versus Code helps you out is with your git version control. Dealing with git in a large project gets pretty hard to do from the command line. You might have already noticed that Versus Code automatically highlights all of your files. Untracked or new files are green, modified files are yellow, and files with wintein errors are red. If we want to commit some changes, we can just go into the git add our commit message, and we're done. We don't have to do any git add or git flag message from the command line. But what if we actually didn't mean to commit that code? Well, we can come here to the options menu and just roll back that commit. And you can run pretty much every other Git command from this menu as well. If we want to revert some changes on a specific file, we can simply do that by clicking this revert button, and that will discard all of the changes that we made. Or if we just want to commit a couple files individually, we can click the plus button and that will only stage those files for your next commit. So that's super powerful on its own, but I wanna know about the git status pretty much everywhere in my code. I wanna know who changed what and when it was changed Because I'm working with a team of junior developers and they keep screwing things up, we can install GitLens from the extensions page. And then if we go back to the Git tab, you'll see that we have an additional panel Here with all of the GitLens data. It makes it a lot easier to traverse the Git tree and also deal with things like stashes and tags and also your remote repositories. But it doesn't just stop at the Git panel. It actually annotates all of your code with information about Git. If we go into a file and just hover over a piece of code, it will tell us exactly who wrote that code, when they wrote it, and its commit ID. This brings us to Versus Code Live Share, which is a brand new feature in the editor. It allows you to connect your GitHub or Azure account to Versus Code and then collaborate with multiple team members on a single document in real time. It's kind of like the Google Docs of writing code. I've been able to use this with some Angular Firebase Pro members to collaborate on issues, and it's been super useful. You can install the extension, and you'll need to connect a GitHub account or a Microsoft account. After that, it's just a matter of clicking share, and Versus Code will return a link that you can pass along to other team members. I probably could have covered about 90 other topics in this video, but I'm gonna go ahead and wrap things up there. If it helped you, please like and subscribe. And if you're serious about building apps, consider becoming a pro member at angularfirebase.com. We can write code together using Versus Code Live Share and work on strategies to get your app built and shipped as soon as possible. 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just means a raw file, which in this case is the binary that we can access from the data buffer." }, { "end": 417.29, "start": 411.51, "text": "It's also a good idea to pass a second argument with the MIME type of the object, which in this case is a GIF image." }, { "end": 420.97, "start": 417.59, "text": "And lastly, we take that URL and update the state of the component." }, { "end": 424.625, "start": 421.405, "text": "From there, we just have a couple of simple updates to make to the UI." }, { "end": 433.53, "start": 424.92502, "text": "We'll go down here and add a button that when clicked will run the convert to get function and then we'll add an image tag that's only displayed when we have the GIF URL." } ], "speaker": 0, "start": 404.485 }, { "end": 465.86002, "num_words": 132, "sentences": [ { "end": 445.45, "start": 434.06998, "text": "You should now be able to open up your demo, select a video file, Then when you click the convert button, it uses web assembly to convert that file to an animated GIF, and it should log the entire process here in the console." }, { "end": 449.85, "start": 445.45, "text": "You could then take this file and upload it to Giphy or use it on Twitter or whatever you want." }, { "end": 453.63, "start": 449.85, "text": "And that's how easy it is to start incorporating WebAssembly into your web applications." }, { "end": 463.335, "start": 454.115, "text": "I'm gonna go ahead and wrap things up there, but in the near future, I plan on making a video about how to take your own custom rust code and convert it to web assembly to be used in the browser." }, { "end": 465.86002, "start": 463.52, "text": "And if you have any ideas, please let me know in the comments." } ], "speaker": 0, "start": 434.06998 }, { "end": 473.49503, "num_words": 31, "sentences": [ { "end": 470.515, "start": 466, "text": "If you want to learn more and support my work, consider becoming a pro member at FireShip I o." }, { "end": 473.49503, "start": 470.755, "text": "Thanks for watching and I will see you in the next one." } ], "speaker": 0, "start": 466 } ], "transcript": "\nSpeaker 0: WebAssembly opens the door to building high performance applications on the web and languages other than JavaScript. In today's video, we'll build a simple video editing tool that can take a video file and convert it to an animated GIF. The cool thing about this demo is that it's made possible by a library called f f mpeg, which is a utility written in the c programming language. But But thanks to WebAssembly, we can run this tool directly in the browser. And that means we can perform CPU intensive video editing jobs without the need for a back end server.\n\nFor example, here's how a traditional web application might work. We collect a video file from the end user, then upload it to the cloud. We use our cloud server to run FFmpeg to encode the file, then send it back down to the client. That works fine, but it's not very efficient. And it also has no way to work offline if you're building a progressive web app.\n\nWhat we'll do in this video is download the web assembly binary for FFmpeg directly into a React app, allowing us to combine the c programming language with JavaScript and offload the video editing work to the end user's hardware. If you're new here, like and subscribe, and follow along with the full write up and source code on FireShip IO. And if you have no idea what web assembly is, check out my 100 second breakdown on that topic. This tutorial is very beginner friendly and doesn't require that you know anything about the c programming language. That's because the ffmpeg.wasm package provides an API and JavaScript to interact with this low level utility.\n\nNow before we jump into the code, let's take a closer look at the demo. We have a file input where we can select a video file. The video can be previewed in a video element, then when you click the convert button, it runs f f mpeg to load the video file into memory and run the conversion. Very simple stuff, but my main goal here is to give you a starting point for building more complex features through the magic of web assembly. To get things started, I'm generating a new React app using Snowpack.\n\nAnd keep in mind here, the code is very simple, so feel free to follow along with any other framework. Then from inside your project, you'll want to install the following packages from the ffmpeg namespace. And lastly, you can run npm start, which should give you the default React app running in the browser. From there, we'll go into the source directory and open the app JS file. I'm gonna go ahead and delete all the boilerplate code, leaving us with a basic starting point.\n\nFrom there, I'm going to import 2 functions from the FFmpeg namespace. The first function, create ffmpeg, we can call right away, which gives us a starting point for working with this library. We'll set the log option to true so we can see everything that it does directly play in the console. Now it's important to understand at this point that the actual web assembly binary has not been bundled in our application. It's a pretty large file, so we don't want it to block our web application right away.\n\nInstead, we load it asynchronously over a CDN. To keep track of the loading state, I'll go ahead and add a stateful property here called ready with the use state hook. It has a default value of false, and then we'll create an async function here called load that can flip it to true after the binary has been loaded. The function awaits the FFmpeg load promise. And once loaded, we can flip the ready state to true.\n\nAnd now we just need a place to call this function. In React, we can do that with the use effect hook to run this function when the component is first initialized. Use effect takes a function as its argument. Then notice how I'm adding an empty array as the second argument. This will ensure that the function is only called once when the component is first initialized or mounted.\n\nThen inside the effect, we can simply call our load function. If you go ahead and save the file and open up the browser, you should get a blank page. But in the console, you'll notice that FFmpeg core is being loaded in the background. In fact, if we go over to the sources tab, you can inspect the actual web assembly code there. You don't need to understand what any of this code means, but it is useful to know that this originally started as the c programming language and then was compiled over to WebAssembly.\n\nWhat we're looking at here is the web assembly text, which is an intermediate format before it becomes binary or ones and zeros. Now back in the source code, we'll go into our JSX, and then we'll use the ternary operator with our ready state. If the app's ready, we'll show the main UI. Otherwise, we'll just show the text of loading. Now our next challenge is loading a video file into the application and also showing it in a video player in the UI.\n\nThe first step is to add additional state to the component. In this case, a video file, which will initially start undefined. In the HTML, we can add an input element with a type of file. When this input changes, we'll run an event handler that will set the video state and it gets the actual file from the event. The event emits a file list and then we use item 0 to select the first file from that list.\n\nNow that we have access to a video file, we want to display it in an HTML video element. We'll use a logical and operator to only show the video when the video file is defined. The element has controls, a width of 250, But a tricky thing here is that we can't just pass the raw file to the source attribute. We need to convert it to a URL that the browser can fetch. We can handle that by using the URL interface and then calling its create object URL method, which takes the file object as its argument.\n\nIf we go ahead and open up the demo, we should now be able to choose a file on our system and then have that file displayed in the video player. And now we're ready for the fun part, using FFmpeg and WebAssembly to modify this video file or, in our case, convert the file to an animated GIF. The first thing we'll do here is add one more piece of state to the component called GIF, and it will be used to hold the end result, which is a URL of an image file. From there, we'll create a function called convert to GIF, which the user can run when they're ready to make the conversion. Now one thing to understand here is that WebAssembly is managing its own in memory file system.\n\nAnd in order to run FFmpeg on that file, we need to make it known to that file system. We can do that by calling f s or file system along with the right file method, along with the name of the file, and then we fetch the actual video file that we've collected from the end user. What we've done is taken the video file and saved it to a place in memory as test dot m p 4. They can be now accessed by WebAssembly while it's in memory, and it only stays in memory until the browser is refreshed. From there, we can run an actual f f mpeg command.\n\nIf you're not familiar with utility. It's a command line tool that can perform all kinds of video editing jobs. It's been around for a very long time and you can check out the full documentation to get an idea of what it can do. We can run the command by simply passing arguments that we would normally pass to the command line. The I flag is for the input file.\n\nThe t flag is for the time that we want the length of the video to be. We can offset it with starting seconds, then we use the f flag to encode it as a GIF file. When that's complete, it will write the result to memory, and then we can access it by again using the file system command this time to read a file called out dot gif. We then need to convert the file data into a URL that can be used in the browser. Once again, we'll use URL create object URL, and as its argument, will create a new blob.\n\nBlob is kind of a scary word, but it just means a raw file, which in this case is the binary that we can access from the data buffer. It's also a good idea to pass a second argument with the MIME type of the object, which in this case is a GIF image. And lastly, we take that URL and update the state of the component. From there, we just have a couple of simple updates to make to the UI. We'll go down here and add a button that when clicked will run the convert to get function and then we'll add an image tag that's only displayed when we have the GIF URL.\n\nYou should now be able to open up your demo, select a video file, Then when you click the convert button, it uses web assembly to convert that file to an animated GIF, and it should log the entire process here in the console. You could then take this file and upload it to Giphy or use it on Twitter or whatever you want. And that's how easy it is to start incorporating WebAssembly into your web applications. I'm gonna go ahead and wrap things up there, but in the near future, I plan on making a video about how to take your own custom rust code and convert it to web assembly to be used in the browser. And if you have any ideas, please let me know in the comments.\n\nIf you want to learn more and support my work, consider becoming a pro member at FireShip I o. Thanks for watching and I will see you in the next one." }, "summaries": null, "topics": [ { "end_word": 402, "start_word": 0, "text": "WebAssembly opens the door to building high performance applications on the web and languages other than JavaScript. In today's video, we'll build a simple video editing tool that can take a video file and convert it to an animated GIF. The cool thing about this demo is that it's made possible by a library called f f mpeg, which is a utility written in the c programming language. But But thanks to WebAssembly, we can run this tool directly in the browser. And that means we can perform CPU intensive video editing jobs without the need for a back end server. For example, here's how a traditional web application might work. We collect a video file from the end user, then upload it to the cloud. We use our cloud server to run FFmpeg to encode the file, then send it back down to the client. That works fine, but it's not very efficient. And it also has no way to work offline if you're building a progressive web app. What we'll do in this video is download the web assembly binary for FFmpeg directly into a React app, allowing us to combine the c programming language with JavaScript and offload the video editing work to the end user's hardware. If you're new here, like and subscribe, and follow along with the full write up and source code on FireShip IO. And if you have no idea what web assembly is, check out my 100 second breakdown on that topic. This tutorial is very beginner friendly and doesn't require that you know anything about the c programming language. That's because the ffmpeg.wasm package provides an API and JavaScript to interact with this low level utility. Now before we jump into the code, let's take a closer look at the demo. We have a file input where we can select a video file. The video can be previewed in a video element, then when you click the convert button, it runs f f mpeg to load the video file into memory and run the conversion. Very simple stuff, but my main goal here is to give you a starting point for building more complex features through the magic of web assembly. To get things started, I'm generating a new React app using Snowpack. And keep in mind here, the code is very simple, so feel free to follow along with any other framework.", "topics": [ { "confidence": 0.8488421, "topic": "video gaming" }, { "confidence": 0.5641754, "topic": "multimedia" }, { "confidence": 0.17302923, "topic": "visualization" }, { "confidence": 0.1556648, "topic": "software development" }, { "confidence": 0.12455542, "topic": "software" }, { "confidence": 0.059191562, "topic": "streaming" }, { "confidence": 0.037533835, "topic": "youtube" }, { "confidence": 0.032751903, "topic": "programming" }, { "confidence": 0.02883467, "topic": "computer science" }, { "confidence": 0.008831983, "topic": "animation" } ] }, { "end_word": 567, "start_word": 402, "text": "Then from inside your project, you'll want to install the following packages from the ffmpeg namespace. And lastly, you can run npm start, which should give you the default React app running in the browser. From there, we'll go into the source directory and open the app JS file. I'm gonna go ahead and delete all the boilerplate code, leaving us with a basic starting point. From there, I'm going to import 2 functions from the FFmpeg namespace. The first function, create ffmpeg, we can call right away, which gives us a starting point for working with this library. We'll set the log option to true so we can see everything that it does directly play in the console. Now it's important to understand at this point that the actual web assembly binary has not been bundled in our application. It's a pretty large file, so we don't want it to block our web application right away. Instead, we load it asynchronously over a CDN.", "topics": [] }, { "end_word": 619, "start_word": 567, "text": "To keep track of the loading state, I'll go ahead and add a stateful property here called ready with the use state hook. It has a default value of false, and then we'll create an async function here called load that can flip it to true after the binary has been loaded.", "topics": [ { "confidence": 0.01866768, "topic": "programming" } ] }, { "end_word": 707, "start_word": 619, "text": "The function awaits the FFmpeg load promise. And once loaded, we can flip the ready state to true. And now we just need a place to call this function. In React, we can do that with the use effect hook to run this function when the component is first initialized. Use effect takes a function as its argument. Then notice how I'm adding an empty array as the second argument. This will ensure that the function is only called once when the component is first initialized or mounted.", "topics": [] }, { "end_word": 900, "start_word": 707, "text": "Then inside the effect, we can simply call our load function. If you go ahead and save the file and open up the browser, you should get a blank page. But in the console, you'll notice that FFmpeg core is being loaded in the background. In fact, if we go over to the sources tab, you can inspect the actual web assembly code there. You don't need to understand what any of this code means, but it is useful to know that this originally started as the c programming language and then was compiled over to WebAssembly. What we're looking at here is the web assembly text, which is an intermediate format before it becomes binary or ones and zeros. Now back in the source code, we'll go into our JSX, and then we'll use the ternary operator with our ready state. If the app's ready, we'll show the main UI. Otherwise, we'll just show the text of loading. Now our next challenge is loading a video file into the application and also showing it in a video player in the UI. The first step is to add additional state to the component.", "topics": [ { "confidence": 0.7798991, "topic": "programming" }, { "confidence": 0.031784594, "topic": "multimedia" }, { "confidence": 0.014638286, "topic": "video gaming" }, { "confidence": 0.008862344, "topic": "streaming" } ] }, { "end_word": 925, "start_word": 900, "text": "In this case, a video file, which will initially start undefined. In the HTML, we can add an input element with a type of file.", "topics": [] }, { "end_word": 1031, "start_word": 925, "text": "When this input changes, we'll run an event handler that will set the video state and it gets the actual file from the event. The event emits a file list and then we use item 0 to select the first file from that list. Now that we have access to a video file, we want to display it in an HTML video element. We'll use a logical and operator to only show the video when the video file is defined. The element has controls, a width of 250, But a tricky thing here is that we can't just pass the raw file to the source attribute.", "topics": [ { "confidence": 0.57276636, "topic": "video gaming" }, { "confidence": 0.16507186, "topic": "youtube" }, { "confidence": 0.08682697, "topic": "streaming" }, { "confidence": 0.051133044, "topic": "multimedia" } ] }, { "end_word": 1069, "start_word": 1031, "text": "We need to convert it to a URL that the browser can fetch. We can handle that by using the URL interface and then calling its create object URL method, which takes the file object as its argument.", "topics": [] }, { "end_word": 1164, "start_word": 1069, "text": "If we go ahead and open up the demo, we should now be able to choose a file on our system and then have that file displayed in the video player. And now we're ready for the fun part, using FFmpeg and WebAssembly to modify this video file or, in our case, convert the file to an animated GIF. The first thing we'll do here is add one more piece of state to the component called GIF, and it will be used to hold the end result, which is a URL of an image file.", "topics": [ { "confidence": 0.7537945, "topic": "multimedia" }, { "confidence": 0.691098, "topic": "video gaming" }, { "confidence": 0.5184623, "topic": "animation" }, { "confidence": 0.35326093, "topic": "youtube" }, { "confidence": 0.11902045, "topic": "streaming" } ] }, { "end_word": 1361, "start_word": 1164, "text": "From there, we'll create a function called convert to GIF, which the user can run when they're ready to make the conversion. Now one thing to understand here is that WebAssembly is managing its own in memory file system. And in order to run FFmpeg on that file, we need to make it known to that file system. We can do that by calling f s or file system along with the right file method, along with the name of the file, and then we fetch the actual video file that we've collected from the end user. What we've done is taken the video file and saved it to a place in memory as test dot m p 4. They can be now accessed by WebAssembly while it's in memory, and it only stays in memory until the browser is refreshed. From there, we can run an actual f f mpeg command. If you're not familiar with utility. It's a command line tool that can perform all kinds of video editing jobs. It's been around for a very long time and you can check out the full documentation to get an idea of what it can do.", "topics": [ { "confidence": 0.28060597, "topic": "video gaming" }, { "confidence": 0.19714081, "topic": "streaming" }, { "confidence": 0.014352053, "topic": "multimedia" }, { "confidence": 0.008599963, "topic": "youtube" }, { "confidence": 0.0057251616, "topic": "software development" } ] }, { "end_word": 1608, "start_word": 1361, "text": "We can run the command by simply passing arguments that we would normally pass to the command line. The I flag is for the input file. The t flag is for the time that we want the length of the video to be. We can offset it with starting seconds, then we use the f flag to encode it as a GIF file. When that's complete, it will write the result to memory, and then we can access it by again using the file system command this time to read a file called out dot gif. We then need to convert the file data into a URL that can be used in the browser. Once again, we'll use URL create object URL, and as its argument, will create a new blob. Blob is kind of a scary word, but it just means a raw file, which in this case is the binary that we can access from the data buffer. It's also a good idea to pass a second argument with the MIME type of the object, which in this case is a GIF image. And lastly, we take that URL and update the state of the component. From there, we just have a couple of simple updates to make to the UI. We'll go down here and add a button that when clicked will run the convert to get function and then we'll add an image tag that's only displayed when we have the GIF URL.", "topics": [] }, { "end_word": 1672, "start_word": 1608, "text": "You should now be able to open up your demo, select a video file, Then when you click the convert button, it uses web assembly to convert that file to an animated GIF, and it should log the entire process here in the console. You could then take this file and upload it to Giphy or use it on Twitter or whatever you want.", "topics": [ { "confidence": 0.35407725, "topic": "multimedia" }, { "confidence": 0.057304665, "topic": "animation" }, { "confidence": 0.020771295, "topic": "youtube" }, { "confidence": 0.014875502, "topic": "software" }, { "confidence": 0.014281508, "topic": "streaming" } ] }, { "end_word": 1727, "start_word": 1672, "text": "And that's how easy it is to start incorporating WebAssembly into your web applications. I'm gonna go ahead and wrap things up there, but in the near future, I plan on making a video about how to take your own custom rust code and convert it to web assembly to be used in the browser.", "topics": [] }, { "end_word": 1771, "start_word": 1727, "text": "And if you have any ideas, please let me know in the comments. If you want to learn more and support my work, consider becoming a pro member at FireShip I o. Thanks for watching and I will see you in the next one.", "topics": [ { "confidence": 0.036145713, "topic": "leadership" } ] } ], "transcript": "WebAssembly opens the door to building high performance applications on the web and languages other than JavaScript. In today's video, we'll build a simple video editing tool that can take a video file and convert it to an animated GIF. The cool thing about this demo is that it's made possible by a library called f f mpeg, which is a utility written in the c programming language. But But thanks to WebAssembly, we can run this tool directly in the browser. And that means we can perform CPU intensive video editing jobs without the need for a back end server. For example, here's how a traditional web application might work. We collect a video file from the end user, then upload it to the cloud. We use our cloud server to run FFmpeg to encode the file, then send it back down to the client. That works fine, but it's not very efficient. And it also has no way to work offline if you're building a progressive web app. What we'll do in this video is download the web assembly binary for FFmpeg directly into a React app, allowing us to combine the c programming language with JavaScript and offload the video editing work to the end user's hardware. If you're new here, like and subscribe, and follow along with the full write up and source code on FireShip IO. And if you have no idea what web assembly is, check out my 100 second breakdown on that topic. This tutorial is very beginner friendly and doesn't require that you know anything about the c programming language. That's because the ffmpeg.wasm package provides an API and JavaScript to interact with this low level utility. Now before we jump into the code, let's take a closer look at the demo. We have a file input where we can select a video file. The video can be previewed in a video element, then when you click the convert button, it runs f f mpeg to load the video file into memory and run the conversion. Very simple stuff, but my main goal here is to give you a starting point for building more complex features through the magic of web assembly. To get things started, I'm generating a new React app using Snowpack. And keep in mind here, the code is very simple, so feel free to follow along with any other framework. Then from inside your project, you'll want to install the following packages from the ffmpeg namespace. And lastly, you can run npm start, which should give you the default React app running in the browser. From there, we'll go into the source directory and open the app JS file. I'm gonna go ahead and delete all the boilerplate code, leaving us with a basic starting point. From there, I'm going to import 2 functions from the FFmpeg namespace. The first function, create ffmpeg, we can call right away, which gives us a starting point for working with this library. We'll set the log option to true so we can see everything that it does directly play in the console. Now it's important to understand at this point that the actual web assembly binary has not been bundled in our application. It's a pretty large file, so we don't want it to block our web application right away. Instead, we load it asynchronously over a CDN. To keep track of the loading state, I'll go ahead and add a stateful property here called ready with the use state hook. It has a default value of false, and then we'll create an async function here called load that can flip it to true after the binary has been loaded. The function awaits the FFmpeg load promise. And once loaded, we can flip the ready state to true. And now we just need a place to call this function. In React, we can do that with the use effect hook to run this function when the component is first initialized. Use effect takes a function as its argument. Then notice how I'm adding an empty array as the second argument. This will ensure that the function is only called once when the component is first initialized or mounted. Then inside the effect, we can simply call our load function. If you go ahead and save the file and open up the browser, you should get a blank page. But in the console, you'll notice that FFmpeg core is being loaded in the background. In fact, if we go over to the sources tab, you can inspect the actual web assembly code there. You don't need to understand what any of this code means, but it is useful to know that this originally started as the c programming language and then was compiled over to WebAssembly. What we're looking at here is the web assembly text, which is an intermediate format before it becomes binary or ones and zeros. Now back in the source code, we'll go into our JSX, and then we'll use the ternary operator with our ready state. If the app's ready, we'll show the main UI. Otherwise, we'll just show the text of loading. Now our next challenge is loading a video file into the application and also showing it in a video player in the UI. The first step is to add additional state to the component. In this case, a video file, which will initially start undefined. In the HTML, we can add an input element with a type of file. When this input changes, we'll run an event handler that will set the video state and it gets the actual file from the event. The event emits a file list and then we use item 0 to select the first file from that list. Now that we have access to a video file, we want to display it in an HTML video element. We'll use a logical and operator to only show the video when the video file is defined. The element has controls, a width of 250, But a tricky thing here is that we can't just pass the raw file to the source attribute. We need to convert it to a URL that the browser can fetch. We can handle that by using the URL interface and then calling its create object URL method, which takes the file object as its argument. If we go ahead and open up the demo, we should now be able to choose a file on our system and then have that file displayed in the video player. And now we're ready for the fun part, using FFmpeg and WebAssembly to modify this video file or, in our case, convert the file to an animated GIF. The first thing we'll do here is add one more piece of state to the component called GIF, and it will be used to hold the end result, which is a URL of an image file. From there, we'll create a function called convert to GIF, which the user can run when they're ready to make the conversion. Now one thing to understand here is that WebAssembly is managing its own in memory file system. And in order to run FFmpeg on that file, we need to make it known to that file system. We can do that by calling f s or file system along with the right file method, along with the name of the file, and then we fetch the actual video file that we've collected from the end user. What we've done is taken the video file and saved it to a place in memory as test dot m p 4. They can be now accessed by WebAssembly while it's in memory, and it only stays in memory until the browser is refreshed. From there, we can run an actual f f mpeg command. If you're not familiar with utility. It's a command line tool that can perform all kinds of video editing jobs. It's been around for a very long time and you can check out the full documentation to get an idea of what it can do. We can run the command by simply passing arguments that we would normally pass to the command line. The I flag is for the input file. The t flag is for the time that we want the length of the video to be. We can offset it with starting seconds, then we use the f flag to encode it as a GIF file. When that's complete, it will write the result to memory, and then we can access it by again using the file system command this time to read a file called out dot gif. We then need to convert the file data into a URL that can be used in the browser. Once again, we'll use URL create object URL, and as its argument, will create a new blob. Blob is kind of a scary word, but it just means a raw file, which in this case is the binary that we can access from the data buffer. It's also a good idea to pass a second argument with the MIME type of the object, which in this case is a GIF image. And lastly, we take that URL and update the state of the component. From there, we just have a couple of simple updates to make to the UI. We'll go down here and add a button that when clicked will run the convert to get function and then we'll add an image tag that's only displayed when we have the GIF URL. You should now be able to open up your demo, select a video file, Then when you click the convert button, it uses web assembly to convert that file to an animated GIF, and it should log the entire process here in the console. You could then take this file and upload it to Giphy or use it on Twitter or whatever you want. And that's how easy it is to start incorporating WebAssembly into your web applications. I'm gonna go ahead and wrap things up there, but in the near future, I plan on making a video about how to take your own custom rust code and convert it to web assembly to be used in the browser. And if you have any ideas, please let me know in the comments. If you want to learn more and support my work, consider becoming a pro member at FireShip I o. 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Things move fast on the World Wide Web. Just a few months ago, Web 3 was all the rage. But then, Bitcoin crashed 50%, NFT sales collapsed, the Ponzinomics of tokens like Luna stopped working, and even networks like Celsius and changes like Binance are not letting people get their money out. This is all totally normal and nothing to be concerned about at all.\n\nThe Lambos are still coming. Now, if you I've been paying attention, we've already moved ahead to web 5. Because just the other day, billionaire Jack Dorsey steamrolled right over web 4 and announced web 5, which they're calling the decentralized web platform. Like most people, you might be thinking that this announcement is satire. You serious?\n\nBut apparently, they're totally serious about it. 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That means end users won't have to worry about investing in all these different shit coins, like this one called Ethereum that went from 48100 to 1200 in just a few months, not to mention the insane gas fees that you have to pay just to perform trivial transactions with web 3.\n\nAnd as many critics have pointed out, the current state of web 3 is not decentralized at all, but rather controlled by a small number of VCs and Silicon Valley insiders. It's unfortunate because decentralization is a really awesome concept for the Web. You don't actually need cryptocurrency to make it work, you just need a bunch of people participating and benefiting from the system. BitTorrent has been doing this for file sharing long before Bitcoin was even a thing. Now the funny thing about Web 5 is that it's being spearheaded by Jack Dorsey, a CEO with an excellent track record of not caring about your speech, privacy, or freedom.\n\nYou're a big fat then Foti. Like, you wouldn't want Mark Zuckerberg to be king of the metaverse. In the same way, you definitely don't want Jack Dorsey to be king of Web 5. Personally, I'm putting all my bets on Web 6, which is already under development by Snoop Dogg. This has been the code report.\n\nThanks for watching, and I will see you in the next one." }, "summaries": null, "topics": [ { "end_word": 204, "start_word": 0, "text": "It is June 13, 2022, and you're watching the Code Report. Things move fast on the World Wide Web. Just a few months ago, Web 3 was all the rage. But then, Bitcoin crashed 50%, NFT sales collapsed, the Ponzinomics of tokens like Luna stopped working, and even networks like Celsius and changes like Binance are not letting people get their money out. This is all totally normal and nothing to be concerned about at all. The Lambos are still coming. Now, if you I've been paying attention, we've already moved ahead to web 5. 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real time media can begin flowing between the two peers." }, { "end": 118.64, "start": 115.98, "text": "This has been WebRTC in 100 seconds." } ], "speaker": 0, "start": 91.9 }, { "end": 152.7, "num_words": 128, "sentences": [ { "end": 126.135, "start": 118.78, "text": "If you wanna see more short videos like this, make sure to hit the like button, then stay tuned because now we're going to build our own Video chat app from scratch." }, { "end": 132.075, "start": 126.135, "text": "That may sound pretty complicated, but the WebRTC API allows all this stuff to magically happen in the background." }, { "end": 140.17, "start": 132.135, "text": "Over the few minutes, you'll build a peer to peer video calling app from scratch using nothing but vanilla JavaScript and Firebase as the signaling server." }, { "end": 147.19499, "start": 140.23, "text": "By the end of this tutorial, You'll know how to implement real time features that cater to the needs of the new work from home paradigm that we 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"sentences": [ { "end": 180.725, "start": 175.505, "text": "The offer will have a unique ID that can then be accessed by another user somewhere else in the world." }, { "end": 188.37999, "start": 180.785, "text": "That user will then join the call with the unique ID, Then establish their own peer connection and write the answer details to the same document." }, { "end": 195.845, "start": 188.68, "text": "Then both peers will write their ICE candidates To the database, we have one sub collection for offer candidates and another for answer candidates." }, { "end": 199.925, "start": 196.225, "text": "This data model will allow signaling to take place between the two peers." }, { "end": 207.05, "start": 200.15001, "text": "The data itself looks like a bunch of nonsense, but what it contains is an IP address port pair that allows the 2 peers to establish a connection." } ], "speaker": 0, "start": 175.505 }, { "end": 237.635, "num_words": 102, "sentences": [ { "end": 216.60501, "start": 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have Firebase set up, we're going to initialize 3 pieces of global state." }, { "end": 284.95502, "start": 278.695, "text": "These are values you would likely want to share between multiple components if you're using a UI framework like React or Angular." }, { "end": 288.96002, "start": 285.255, "text": "The first and most important Value is the rtc pure connection." }, { "end": 291.6, "start": 289.34, "text": "This object is where all of the action happens." } ], "speaker": 0, "start": 268.285 }, { "end": 319.63, "num_words": 104, "sentences": [ { "end": 298.13498, "start": 291.66, "text": "It emits a bunch of different events that we Listen to to update the database and to add media streams to the connection itself." }, { "end": 304.96, "start": 298.195, "text": "One very important thing it does is generate the ICE candidates, But in order to do that, it needs to know which STUN servers to use." }, { "end": 308.9, "start": 304.96, "text": "There are many different options out there, but we're just going to use the free ones from Google." }, { "end": 315.595, "start": 309.095, "text": "From there, we have values for local stream and remote stream, which are the video streams from the webcams of each user." }, { "end": 319.63, "start": 315.655, "text": "Now because we're working with vanilla JS, we need to use Imperative Dom APIs." } ], "speaker": 0, "start": 291.66 }, { "end": 349.79498, "num_words": 97, "sentences": [ { "end": 330.845, "start": 319.69, "text": "We're using document get element by ID to grab a bunch of elements from the HTML, like video elements to Show the actual video feeds along with buttons that provide different interaction in the UI." }, { "end": 334.92502, "start": 330.90503, "text": "The first thing the user will do is click a button to open up their webcam." }, { "end": 339.36002, "start": 335.14502, "text": "We'll We'll go ahead and register an event handler for the click event on the webcam button." }, { "end": 342.54, "start": 339.58002, "text": "Obtaining a stream from the user's webcam is very easy." }, { "end": 349.79498, "start": 342.54, "text": "We just await the navigator mediatevices Is get user media method and will set video and audio to true." } ], "speaker": 0, "start": 319.69 }, { "end": 378.885, "num_words": 104, "sentences": [ { "end": 354.675, "start": 349.855, "text": "That'll bring up a dialogue in the browser asking the user for permission to access the webcam." }, { "end": 358.41, "start": 355.03, "text": "That's complete, the promise will resolve to a media stream object." }, { "end": 365.88498, "start": 358.63, "text": "Once we have access to the webcam, we can also go ahead and set up the remote stream here, which itself will just be an empty media stream." }, { "end": 373.3, "start": 366.10498, "text": "Now from here, we need to take our 2 streams and make them available on the peer connection and show them on Video elements in the DOM." }, { "end": 378.885, "start": 373.36, "text": "The local stream is already running here in the browser, so we can get its tracks and then loop over them." } ], "speaker": 0, "start": 349.855 }, { "end": 409.19, "num_words": 108, "sentences": [ { "end": 384.405, "start": 379.125, "text": "And for each track, we'll call peer connection add track with that track in the local stream." }, { "end": 388.96, "start": 384.405, "text": "Now the remote stream is currently empty and it will be updated by the Pure connection itself." }, { "end": 398.875, "start": 389.1, "text": "So what we can do is listen to the on track event on the Pure connection, then get the tracks from the stream, Loop over them and add them to the remote stream when they come in." }, { "end": 403.49, "start": 398.875, "text": "Now, the final step for managing our streams is to apply them To video elements in the DOM." }, { "end": 409.19, "start": 403.49, "text": "We can do that by simply calling the video element source object and setting it equal to the stream." } ], "speaker": 0, "start": 379.125 }, { "end": 429.71503, "num_words": 80, "sentences": [ { "end": 413.535, "start": 409.41, "text": "At this point, we have a way to manage a local and remote stream through the peer connection." }, { "end": 417.05502, "start": 413.67502, "text": "But in order to make that happen, we need to do some signaling with Firestore." }, { "end": 420.35, "start": 417.435, "text": "The user who starts a call is the one who makes an offer." }, { "end": 425.25, "start": 420.35, "text": "We have a call button in the DOM to handle that functionality inside this async function here." }, { "end": 429.71503, "start": 425.375, "text": "We have a call document, which is used to manage the answer and offer from both users." } ], "speaker": 0, "start": 409.41 }, { "end": 463.215, "num_words": 110, "sentences": [ { "end": 438.05, "start": 430.17502, "text": "Then we have offer candidates and answer candidates, which are subcollections under that document that contain all the candidates for each of those users." }, { "end": 444.065, "start": 438.59, "text": "When we reference a document without an ID, Firebase will automatically generate a random ID for us." }, { "end": 453.20502, "start": 444.145, "text": "So we'll go ahead and use that to populate an input in the UI, which can then be used in another browser tab or by another user somewhere else in the world to answer the call." }, { "end": 456.22998, "start": 453.40997, "text": "Now we're ready to create an offer and save it to the database." }, { "end": 463.215, "start": 456.53, "text": "The first thing we'll do is await the peer connection create offer method, which will return with an offer description." } ], "speaker": 0, "start": 430.17502 }, { "end": 499.395, "num_words": 115, "sentences": [ { "end": 466.335, "start": 463.435, "text": "We'll then set it as the local description on the Pure connection." }, { "end": 472.13, "start": 466.555, "text": "Most importantly, this object contains an SDP value, Which stands for Session Description Protocol." }, { "end": 483.17502, "start": 472.51, "text": "That's the value we want to save to the database, so we'll go ahead and convert it to a plain JavaScript object, Then write it to the database by calling await call document set with that data." }, { "end": 491.63998, "start": 483.395, "text": "Now what's inside the SDP object isn't really important, but it contains information about the Video codec along with a bunch of other stuff to negotiate the connection." }, { "end": 499.395, "start": 492.09998, "text": "Now one really important thing to point out here is that when we called set local description, it automatically started generating the ICE candidates." } ], "speaker": 0, "start": 463.435 }, { "end": 536.115, "num_words": 130, "sentences": [ { "end": 506.675, "start": 499.695, "text": "An ICE candidate contains a potential IP address and port pair that can be used to establish the actual peer to peer connection." }, { "end": 515.035, "start": 507.1, "text": "Need to be listening to the ICE candidates, so it's important that we have a listener established before we make that call that listens to the on ICE candidate event." }, { "end": 521.935, "start": 515.27496, "text": "When the event is fired, we'll make sure that a candidate exists, then write the data as JSON to the offer candidate's collection." }, { "end": 531.92004, "start": 522.15497, "text": "So at this point, as the caller making the offer, We are saving all of our data to the database, but now we need to also be listening for the answer from the user on the other end." }, { "end": 536.115, "start": 531.98004, "text": "The way we do that is by listening to changes to the called document in Firestore." } ], "speaker": 0, "start": 499.695 }, { "end": 567.38, "num_words": 99, "sentences": [ { "end": 541.235, "start": 536.41504, "text": "The on snapshot method will fire a callback anytime the document in the database changes." }, { "end": 551.27997, "start": 541.375, "text": "If our peer connection doesn't have a remote description and the data has an answer, then we'll go ahead and set an answer description on our peer connection here locally." }, { "end": 557.745, "start": 551.72504, "text": "In other words, we're listening to our database for an answer and when that answer is received, we update it on our peer connection." }, { "end": 563.7, "start": 558.205, "text": "That negotiates the initial connection, But we also need to listen for ICE candidates from the answering user." }, { "end": 567.38, "start": 563.76, "text": "We do that by listening to updates to the answer candidates collection." } ], "speaker": 0, "start": 536.41504 }, { "end": 602.59, "num_words": 124, "sentences": [ { "end": 576.225, "start": 567.645, "text": "Firestore has a cool little feature where you can listen to only the documents that have been added to the collection, which is handled with the doc changes method on the query." }, { "end": 585.885, "start": 576.46, "text": "So every time we have a new document added, we can then create a new ICE candidate with the document data and then add that candidate to our peer connection." }, { "end": 592.945, "start": 585.885, "text": "At this point, we're listening to updates from the answer side, but we still need to give the answering user a way to actually answer the call." }, { "end": 595.87, "start": 593.005, "text": "Answering a call is very similar to initiating a call." }, { "end": 602.59, "start": 595.87, "text": "The main difference is that we're going to listen to a document in Firestore with the same document ID that was created by the caller." } ], "speaker": 0, "start": 567.645 }, { "end": 640.865, "num_words": 126, "sentences": [ { "end": 614.98, "start": 602.59, "text": "We'll make a reference to that document as well as the answer candidate's collection, then listen to the ICE candidate event on the peer connection to update the answer The candidate's collection whenever a new candidate is generated." }, { "end": 619.46, "start": 615.44, "text": "From there, we can fetch the call document from the database and grab its data." }, { "end": 625.28503, "start": 619.60004, "text": "It contains the offer data, Which we can use to set a remote description on the peer connection." }, { "end": 630.88, "start": 625.66504, "text": "After that, we can then generate an answer locally, then set the local description as the answer." }, { "end": 640.865, "start": 631.10004, "text": "Now just like we did with the offer in the previous function, we'll set it up as a plain object and then update it on the call document so that the other user can listen to the answer." } ], "speaker": 0, "start": 602.59 }, { "end": 668.15, "num_words": 94, "sentences": [ { "end": 651.27997, "start": 641.085, "text": "In addition, we'll set up a listener on the offer candidates collection, and whenever a new ICE candidate is added to that collection, then we'll go ahead and create an ICE candidate here locally." }, { "end": 659.005, "start": 651.42, "text": "And that's all it takes to build a video chat feature With WebRTC, the vast majority of the work is just signaling data between the two users." }, { "end": 664.45, "start": 659.305, "text": "WebRTC handles all the complicated peer to peer networking and media streaming under the hood." }, { "end": 666.05, "start": 664.45, "text": "I'm gonna go ahead and wrap things up there." }, { "end": 668.15, "start": 666.05, "text": "If this video helped you, please like and subscribe." } ], "speaker": 0, "start": 641.085 }, { "end": 677.32495, "num_words": 32, "sentences": [ { "end": 674.425, "start": 668.21, "text": "And if you wanna learn more advanced concepts about the web and Firebase, consider becoming a pro member atfireship io." }, { "end": 677.32495, "start": 674.425, "text": "Thanks for watching, and I will see you in the next one." } ], "speaker": 0, "start": 668.21 } ], "transcript": "\nSpeaker 0: WebRTC. Exchange real time audio video streams with your friends entirely in the browser. I'm here live. It's not I'm not a cat. If you wanna build your own video conferencing app to capitalize on the work from home boom, then WebRTC is the API you're looking for Because it allows you to establish a peer to peer connection between 2 or more browsers where they can exchange audio video media directly Without the need for a third party server or native app, it works like this.\n\nThe first peer will create an offer asking for another peer to connect to them. This will in an SDP object or session description protocol, which contains information describing the peer to peer connection, like the video codec, timing, and so on. The Data will then be saved in a server where it can then be read by another peer to answer the call, which is achieved by creating an STP answer and writing that to the server. This process Is known as signaling, and it's handled by a third party server. The signaling server allows the 2 parties to securely exchange connection data, never touches the media that's actually transmitted between the peers.\n\nBut here's where things get tricky. Most devices in the real world sit behind firewalls and IP addresses constantly change thanks to network address translation. This makes peer to peer connection complicated from a networking standpoint. But luckily, there's a standard called Active Connectivity Establishment or ICE, which helps clients coordinate the discovery of their public facing IP addresses. Now both peers We'll generate a list of ICE candidates, which contain an IP address and port that peer 1 can use to connect to peer 2.\n\nIn the background, WebRTC will do this By making a series of requests to a stun server. A stun server is not something you need to set up on your own because there are many free options out there from reliable sources like Google. Each peer will save their ICE candidates in the database where they can then be read by the other peer. The algorithm will then automatically determine which candidate is best, at which point real time media can begin flowing between the two peers. This has been WebRTC in 100 seconds.\n\nIf you wanna see more short videos like this, make sure to hit the like button, then stay tuned because now we're going to build our own Video chat app from scratch. That may sound pretty complicated, but the WebRTC API allows all this stuff to magically happen in the background. Over the few minutes, you'll build a peer to peer video calling app from scratch using nothing but vanilla JavaScript and Firebase as the signaling server. By the end of this tutorial, You'll know how to implement real time features that cater to the needs of the new work from home paradigm that we live in. In addition to this video, you can also reference the Full article on Fireship IO and the source code on GitHub.\n\nLet's start by taking a look at the demo. We have the local user's video feed on the left side and the Remote video on the right side. The local user will first grant permission for the app to access the webcam. That user can then create a call, which will write a document to Firestore with the offer details. At the same time, we'll create a peer connection instance in the browser, which handles the WebRTC negotiation process.\n\nThe offer will have a unique ID that can then be accessed by another user somewhere else in the world. That user will then join the call with the unique ID, Then establish their own peer connection and write the answer details to the same document. Then both peers will write their ICE candidates To the database, we have one sub collection for offer candidates and another for answer candidates. This data model will allow signaling to take place between the two peers. The data itself looks like a bunch of nonsense, but what it contains is an IP address port pair that allows the 2 peers to establish a connection.\n\nNow both users can listen to this data in real time Then use the WebRTC API in the browser to establish the connection, giving us a one to one video chat feature. And now we're ready to jump into our JavaScript code. I started by creating a vanilla JavaScript project using a tool called Vite, which is a very simple build tool developed by the Vue JS guy. We can initialize a new project by running npm initvjs/app from the command line. Basically, it gives us a web project where we can install dependencies without having to worry about things like webpack.\n\nAfter initializing the project, we need to install Firebase. Firebase contains the Firestore database, which we can use as our back end server. Firebase is an exceptional choice for a signaling server because it's easy to listen to updates to the database in real time. If we were working with a traditional database, we'd likely have to implement something like WebSockets to make that possible and this video would be a crazy 20 minutes long or something. From the Firebase console, initialize Firestore in test mode, then create a web project from the settings panel and grab your project credentials.\n\nWe can then go into the main JS file, import Firebase, And initialize the app with our Firebase config. Now that we have Firebase set up, we're going to initialize 3 pieces of global state. These are values you would likely want to share between multiple components if you're using a UI framework like React or Angular. The first and most important Value is the rtc pure connection. This object is where all of the action happens.\n\nIt emits a bunch of different events that we Listen to to update the database and to add media streams to the connection itself. One very important thing it does is generate the ICE candidates, But in order to do that, it needs to know which STUN servers to use. There are many different options out there, but we're just going to use the free ones from Google. From there, we have values for local stream and remote stream, which are the video streams from the webcams of each user. Now because we're working with vanilla JS, we need to use Imperative Dom APIs.\n\nWe're using document get element by ID to grab a bunch of elements from the HTML, like video elements to Show the actual video feeds along with buttons that provide different interaction in the UI. The first thing the user will do is click a button to open up their webcam. We'll We'll go ahead and register an event handler for the click event on the webcam button. Obtaining a stream from the user's webcam is very easy. We just await the navigator mediatevices Is get user media method and will set video and audio to true.\n\nThat'll bring up a dialogue in the browser asking the user for permission to access the webcam. That's complete, the promise will resolve to a media stream object. Once we have access to the webcam, we can also go ahead and set up the remote stream here, which itself will just be an empty media stream. Now from here, we need to take our 2 streams and make them available on the peer connection and show them on Video elements in the DOM. The local stream is already running here in the browser, so we can get its tracks and then loop over them.\n\nAnd for each track, we'll call peer connection add track with that track in the local stream. Now the remote stream is currently empty and it will be updated by the Pure connection itself. So what we can do is listen to the on track event on the Pure connection, then get the tracks from the stream, Loop over them and add them to the remote stream when they come in. Now, the final step for managing our streams is to apply them To video elements in the DOM. We can do that by simply calling the video element source object and setting it equal to the stream.\n\nAt this point, we have a way to manage a local and remote stream through the peer connection. But in order to make that happen, we need to do some signaling with Firestore. The user who starts a call is the one who makes an offer. We have a call button in the DOM to handle that functionality inside this async function here. We have a call document, which is used to manage the answer and offer from both users.\n\nThen we have offer candidates and answer candidates, which are subcollections under that document that contain all the candidates for each of those users. When we reference a document without an ID, Firebase will automatically generate a random ID for us. So we'll go ahead and use that to populate an input in the UI, which can then be used in another browser tab or by another user somewhere else in the world to answer the call. Now we're ready to create an offer and save it to the database. The first thing we'll do is await the peer connection create offer method, which will return with an offer description.\n\nWe'll then set it as the local description on the Pure connection. Most importantly, this object contains an SDP value, Which stands for Session Description Protocol. That's the value we want to save to the database, so we'll go ahead and convert it to a plain JavaScript object, Then write it to the database by calling await call document set with that data. Now what's inside the SDP object isn't really important, but it contains information about the Video codec along with a bunch of other stuff to negotiate the connection. Now one really important thing to point out here is that when we called set local description, it automatically started generating the ICE candidates.\n\nAn ICE candidate contains a potential IP address and port pair that can be used to establish the actual peer to peer connection. Need to be listening to the ICE candidates, so it's important that we have a listener established before we make that call that listens to the on ICE candidate event. When the event is fired, we'll make sure that a candidate exists, then write the data as JSON to the offer candidate's collection. So at this point, as the caller making the offer, We are saving all of our data to the database, but now we need to also be listening for the answer from the user on the other end. The way we do that is by listening to changes to the called document in Firestore.\n\nThe on snapshot method will fire a callback anytime the document in the database changes. If our peer connection doesn't have a remote description and the data has an answer, then we'll go ahead and set an answer description on our peer connection here locally. In other words, we're listening to our database for an answer and when that answer is received, we update it on our peer connection. That negotiates the initial connection, But we also need to listen for ICE candidates from the answering user. We do that by listening to updates to the answer candidates collection.\n\nFirestore has a cool little feature where you can listen to only the documents that have been added to the collection, which is handled with the doc changes method on the query. So every time we have a new document added, we can then create a new ICE candidate with the document data and then add that candidate to our peer connection. At this point, we're listening to updates from the answer side, but we still need to give the answering user a way to actually answer the call. Answering a call is very similar to initiating a call. The main difference is that we're going to listen to a document in Firestore with the same document ID that was created by the caller.\n\nWe'll make a reference to that document as well as the answer candidate's collection, then listen to the ICE candidate event on the peer connection to update the answer The candidate's collection whenever a new candidate is generated. From there, we can fetch the call document from the database and grab its data. It contains the offer data, Which we can use to set a remote description on the peer connection. After that, we can then generate an answer locally, then set the local description as the answer. Now just like we did with the offer in the previous function, we'll set it up as a plain object and then update it on the call document so that the other user can listen to the answer.\n\nIn addition, we'll set up a listener on the offer candidates collection, and whenever a new ICE candidate is added to that collection, then we'll go ahead and create an ICE candidate here locally. And that's all it takes to build a video chat feature With WebRTC, the vast majority of the work is just signaling data between the two users. WebRTC handles all the complicated peer to peer networking and media streaming under the hood. I'm gonna go ahead and wrap things up there. If this video helped you, please like and subscribe.\n\nAnd if you wanna learn more advanced concepts about the web and Firebase, consider becoming a pro member atfireship io. Thanks for watching, and I will see you in the next one." }, "summaries": null, "topics": [ { "end_word": 165, "start_word": 0, "text": "WebRTC. Exchange real time audio video streams with your friends entirely in the browser. I'm here live. It's not I'm not a cat. If you wanna build your own video conferencing app to capitalize on the work from home boom, then WebRTC is the API you're looking for Because it allows you to establish a peer to peer connection between 2 or more browsers where they can exchange audio video media directly Without the need for a third party server or native app, it works like this. The first peer will create an offer asking for another peer to connect to them. This will in an SDP object or session description protocol, which contains information describing the peer to peer connection, like the video codec, timing, and so on. The Data will then be saved in a server where it can then be read by another peer to answer the call, which is achieved by creating an STP answer and writing that to the server.", "topics": [ { "confidence": 0.9865056, "topic": "video gaming" }, { "confidence": 0.98625, "topic": "multimedia" }, { "confidence": 0.9062556, "topic": "streaming" }, { "confidence": 0.8081186, "topic": "networking" }, { "confidence": 0.42734045, "topic": "youtube" }, { "confidence": 0.032244656, "topic": "internet" } ] }, { "end_word": 287, "start_word": 165, "text": "This process Is known as signaling, and it's handled by a third party server. The signaling server allows the 2 parties to securely exchange connection data, never touches the media that's actually transmitted between the peers. But here's where things get tricky. Most devices in the real world sit behind firewalls and IP addresses constantly change thanks to network address translation. This makes peer to peer connection complicated from a networking standpoint. But luckily, there's a standard called Active Connectivity Establishment or ICE, which helps clients coordinate the discovery of their public facing IP addresses. Now both peers We'll generate a list of ICE candidates, which contain an IP address and port that peer 1 can use to connect to peer 2.", "topics": [ { "confidence": 0.99825245, "topic": "networking" }, { "confidence": 0.8061792, "topic": "internet" }, { "confidence": 0.76162255, "topic": "telecommunications" }, { "confidence": 0.016056765, "topic": "social media" }, { "confidence": 0.013488018, "topic": "infrastructure" }, { "confidence": 0.0075147115, "topic": "phones" } ] }, { "end_word": 331, "start_word": 287, "text": "In the background, WebRTC will do this By making a series of requests to a stun server. A stun server is not something you need to set up on your own because there are many free options out there from reliable sources like Google.", "topics": [] }, { "end_word": 569, "start_word": 331, "text": "Each peer will save their ICE candidates in the database where they can then be read by the other peer. The algorithm will then automatically determine which candidate is best, at which point real time media can begin flowing between the two peers. This has been WebRTC in 100 seconds. If you wanna see more short videos like this, make sure to hit the like button, then stay tuned because now we're going to build our own Video chat app from scratch. That may sound pretty complicated, but the WebRTC API allows all this stuff to magically happen in the background. Over the few minutes, you'll build a peer to peer video calling app from scratch using nothing but vanilla JavaScript and Firebase as the signaling server. By the end of this tutorial, You'll know how to implement real time features that cater to the needs of the new work from home paradigm that we live in. In addition to this video, you can also reference the Full article on Fireship IO and the source code on GitHub. Let's start by taking a look at the demo. We have the local user's video feed on the left side and the Remote video on the right side. The local user will first grant permission for the app to access the webcam. That user can then create a call, which will write a document to Firestore with the offer details.", "topics": [ { "confidence": 0.7408305, "topic": "home improvement" }, { "confidence": 0.58981717, "topic": "youtube" }, { "confidence": 0.40378028, "topic": "streaming" }, { "confidence": 0.06752431, "topic": "documentary" }, { "confidence": 0.03588821, "topic": "video gaming" }, { "confidence": 0.03155208, "topic": "data" }, { "confidence": 0.029720545, "topic": "multimedia" }, { "confidence": 0.012368703, "topic": "media" }, { "confidence": 0.0086279595, "topic": "databases" }, { "confidence": 0.00837896, "topic": "customer support" }, { "confidence": 0.0058829044, "topic": "social media" } ] }, { "end_word": 634, "start_word": 569, "text": "At the same time, we'll create a peer connection instance in the browser, which handles the WebRTC negotiation process. The offer will have a unique ID that can then be accessed by another user somewhere else in the world. That user will then join the call with the unique ID, Then establish their own peer connection and write the answer details to the same document.", "topics": [] }, { "end_word": 767, "start_word": 634, "text": "Then both peers will write their ICE candidates To the database, we have one sub collection for offer candidates and another for answer candidates. This data model will allow signaling to take place between the two peers. The data itself looks like a bunch of nonsense, but what it contains is an IP address port pair that allows the 2 peers to establish a connection. Now both users can listen to this data in real time Then use the WebRTC API in the browser to establish the connection, giving us a one to one video chat feature. And now we're ready to jump into our JavaScript code. I started by creating a vanilla JavaScript project using a tool called Vite, which is a very simple build tool developed by the Vue JS guy.", "topics": [ { "confidence": 0.99535245, "topic": "data" }, { "confidence": 0.9568976, "topic": "databases" }, { "confidence": 0.48475143, "topic": "networking" }, { "confidence": 0.41503683, "topic": "data analysis" }, { "confidence": 0.2154664, "topic": "data management" }, { "confidence": 0.13080072, "topic": "video gaming" }, { "confidence": 0.074703336, "topic": "internet" }, { "confidence": 0.026793597, "topic": "telecommunications" } ] }, { "end_word": 846, "start_word": 767, "text": "We can initialize a new project by running npm initvjs/app from the command line. Basically, it gives us a web project where we can install dependencies without having to worry about things like webpack. After initializing the project, we need to install Firebase. Firebase contains the Firestore database, which we can use as our back end server. Firebase is an exceptional choice for a signaling server because it's easy to listen to updates to the database in real time.", "topics": [] }, { "end_word": 901, "start_word": 846, "text": "If we were working with a traditional database, we'd likely have to implement something like WebSockets to make that possible and this video would be a crazy 20 minutes long or something. From the Firebase console, initialize Firestore in test mode, then create a web project from the settings panel and grab your project credentials.", "topics": [ { "confidence": 0.008029702, "topic": "video gaming" } ] }, { "end_word": 958, "start_word": 901, "text": "We can then go into the main JS file, import Firebase, And initialize the app with our Firebase config. Now that we have Firebase set up, we're going to initialize 3 pieces of global state. These are values you would likely want to share between multiple components if you're using a UI framework like React or Angular.", "topics": [] }, { "end_word": 1028, "start_word": 958, "text": "The first and most important Value is the rtc pure connection. This object is where all of the action happens. It emits a bunch of different events that we Listen to to update the database and to add media streams to the connection itself. One very important thing it does is generate the ICE candidates, But in order to do that, it needs to know which STUN servers to use.", "topics": [ { "confidence": 0.20929778, "topic": "data" }, { "confidence": 0.18572903, "topic": "networking" }, { "confidence": 0.027884547, "topic": "internet" }, { "confidence": 0.018177543, "topic": "telecommunications" } ] }, { "end_word": 1082, "start_word": 1028, "text": "There are many different options out there, but we're just going to use the free ones from Google. From there, we have values for local stream and remote stream, which are the video streams from the webcams of each user. Now because we're working with vanilla JS, we need to use Imperative Dom APIs.", "topics": [ { "confidence": 0.025785804, "topic": "streaming" }, { "confidence": 0.0075410595, "topic": "youtube" } ] }, { "end_word": 1150, "start_word": 1082, "text": "We're using document get element by ID to grab a bunch of elements from the HTML, like video elements to Show the actual video feeds along with buttons that provide different interaction in the UI. The first thing the user will do is click a button to open up their webcam. We'll We'll go ahead and register an event handler for the click event on the webcam button.", "topics": [] }, { "end_word": 1409, "start_word": 1150, "text": "Obtaining a stream from the user's webcam is very easy. We just await the navigator mediatevices Is get user media method and will set video and audio to true. That'll bring up a dialogue in the browser asking the user for permission to access the webcam. That's complete, the promise will resolve to a media stream object. Once we have access to the webcam, we can also go ahead and set up the remote stream here, which itself will just be an empty media stream. Now from here, we need to take our 2 streams and make them available on the peer connection and show them on Video elements in the DOM. The local stream is already running here in the browser, so we can get its tracks and then loop over them. And for each track, we'll call peer connection add track with that track in the local stream. Now the remote stream is currently empty and it will be updated by the Pure connection itself. So what we can do is listen to the on track event on the Pure connection, then get the tracks from the stream, Loop over them and add them to the remote stream when they come in. Now, the final step for managing our streams is to apply them To video elements in the DOM. We can do that by simply calling the video element source object and setting it equal to the stream. At this point, we have a way to manage a local and remote stream through the peer connection.", "topics": [ { "confidence": 0.8842185, "topic": "streaming" }, { "confidence": 0.042890258, "topic": "multimedia" }, { "confidence": 0.025284952, "topic": "youtube" }, { "confidence": 0.0076647457, "topic": "video gaming" } ] }, { "end_word": 1548, "start_word": 1409, "text": "But in order to make that happen, we need to do some signaling with Firestore. The user who starts a call is the one who makes an offer. We have a call button in the DOM to handle that functionality inside this async function here. We have a call document, which is used to manage the answer and offer from both users. Then we have offer candidates and answer candidates, which are subcollections under that document that contain all the candidates for each of those users. When we reference a document without an ID, Firebase will automatically generate a random ID for us. So we'll go ahead and use that to populate an input in the UI, which can then be used in another browser tab or by another user somewhere else in the world to answer the call.", "topics": [] }, { "end_word": 1607, "start_word": 1548, "text": "Now we're ready to create an offer and save it to the database. The first thing we'll do is await the peer connection create offer method, which will return with an offer description. We'll then set it as the local description on the Pure connection. Most importantly, this object contains an SDP value, Which stands for Session Description Protocol.", "topics": [ { "confidence": 0.08240696, "topic": "networking" }, { "confidence": 0.012019463, "topic": "customer support" }, { "confidence": 0.0059955223, "topic": "databases" } ] }, { "end_word": 1672, "start_word": 1607, "text": "That's the value we want to save to the database, so we'll go ahead and convert it to a plain JavaScript object, Then write it to the database by calling await call document set with that data. Now what's inside the SDP object isn't really important, but it contains information about the Video codec along with a bunch of other stuff to negotiate the connection.", "topics": [ { "confidence": 0.07977452, "topic": "databases" }, { "confidence": 0.029424153, "topic": "data management" } ] }, { "end_word": 1749, "start_word": 1672, "text": "Now one really important thing to point out here is that when we called set local description, it automatically started generating the ICE candidates. An ICE candidate contains a potential IP address and port pair that can be used to establish the actual peer to peer connection. Need to be listening to the ICE candidates, so it's important that we have a listener established before we make that call that listens to the on ICE candidate event.", "topics": [] }, { "end_word": 1810, "start_word": 1749, "text": "When the event is fired, we'll make sure that a candidate exists, then write the data as JSON to the offer candidate's collection. So at this point, as the caller making the offer, We are saving all of our data to the database, but now we need to also be listening for the answer from the user on the other end.", "topics": [ { "confidence": 0.022626344, "topic": "data" }, { "confidence": 0.0141407, "topic": "databases" }, { "confidence": 0.006433684, "topic": "data management" } ] }, { "end_word": 1841, "start_word": 1810, "text": "The way we do that is by listening to changes to the called document in Firestore. The on snapshot method will fire a callback anytime the document in the database changes.", "topics": [] }, { "end_word": 1987, "start_word": 1841, "text": "If our peer connection doesn't have a remote description and the data has an answer, then we'll go ahead and set an answer description on our peer connection here locally. In other words, we're listening to our database for an answer and when that answer is received, we update it on our peer connection. That negotiates the initial connection, But we also need to listen for ICE candidates from the answering user. We do that by listening to updates to the answer candidates collection. Firestore has a cool little feature where you can listen to only the documents that have been added to the collection, which is handled with the doc changes method on the query. So every time we have a new document added, we can then create a new ICE candidate with the document data and then add that candidate to our peer connection.", "topics": [ { "confidence": 0.55185497, "topic": "networking" }, { "confidence": 0.054292455, "topic": "databases" }, { "confidence": 0.0052989847, "topic": "publishing" } ] }, { "end_word": 2049, "start_word": 1987, "text": "At this point, we're listening to updates from the answer side, but we still need to give the answering user a way to actually answer the call. Answering a call is very similar to initiating a call. The main difference is that we're going to listen to a document in Firestore with the same document ID that was created by the caller.", "topics": [] }, { "end_word": 2175, "start_word": 2049, "text": "We'll make a reference to that document as well as the answer candidate's collection, then listen to the ICE candidate event on the peer connection to update the answer The candidate's collection whenever a new candidate is generated. From there, we can fetch the call document from the database and grab its data. It contains the offer data, Which we can use to set a remote description on the peer connection. After that, we can then generate an answer locally, then set the local description as the answer. Now just like we did with the offer in the previous function, we'll set it up as a plain object and then update it on the call document so that the other user can listen to the answer.", "topics": [ { "confidence": 0.048657846, "topic": "databases" }, { "confidence": 0.038520347, "topic": "programming" }, { "confidence": 0.025753498, "topic": "data" }, { "confidence": 0.019264456, "topic": "elections" }, { "confidence": 0.012186623, "topic": "voting" } ] }, { "end_word": 2209, "start_word": 2175, "text": "In addition, we'll set up a listener on the offer candidates collection, and whenever a new ICE candidate is added to that collection, then we'll go ahead and create an ICE candidate here locally.", "topics": [] }, { "end_word": 2289, "start_word": 2209, "text": "And that's all it takes to build a video chat feature With WebRTC, the vast majority of the work is just signaling data between the two users. WebRTC handles all the complicated peer to peer networking and media streaming under the hood. I'm gonna go ahead and wrap things up there. If this video helped you, please like and subscribe. And if you wanna learn more advanced concepts about the web and Firebase, consider becoming a pro member atfireship io.", "topics": [ { "confidence": 0.25241947, "topic": "streaming" }, { "confidence": 0.07159629, "topic": "networking" }, { "confidence": 0.054283522, "topic": "social media" }, { "confidence": 0.025313886, "topic": "internet" }, { "confidence": 0.022555606, "topic": "websites" } ] }, { "end_word": 2301, "start_word": 2289, "text": "Thanks for watching, and I will see you in the next one.", "topics": [] } ], "transcript": "WebRTC. Exchange real time audio video streams with your friends entirely in the browser. I'm here live. It's not I'm not a cat. If you wanna build your own video conferencing app to capitalize on the work from home boom, then WebRTC is the API you're looking for Because it allows you to establish a peer to peer connection between 2 or more browsers where they can exchange audio video media directly Without the need for a third party server or native app, it works like this. The first peer will create an offer asking for another peer to connect to them. This will in an SDP object or session description protocol, which contains information describing the peer to peer connection, like the video codec, timing, and so on. The Data will then be saved in a server where it can then be read by another peer to answer the call, which is achieved by creating an STP answer and writing that to the server. This process Is known as signaling, and it's handled by a third party server. The signaling server allows the 2 parties to securely exchange connection data, never touches the media that's actually transmitted between the peers. But here's where things get tricky. Most devices in the real world sit behind firewalls and IP addresses constantly change thanks to network address translation. This makes peer to peer connection complicated from a networking standpoint. But luckily, there's a standard called Active Connectivity Establishment or ICE, which helps clients coordinate the discovery of their public facing IP addresses. Now both peers We'll generate a list of ICE candidates, which contain an IP address and port that peer 1 can use to connect to peer 2. In the background, WebRTC will do this By making a series of requests to a stun server. A stun server is not something you need to set up on your own because there are many free options out there from reliable sources like Google. Each peer will save their ICE candidates in the database where they can then be read by the other peer. The algorithm will then automatically determine which candidate is best, at which point real time media can begin flowing between the two peers. This has been WebRTC in 100 seconds. If you wanna see more short videos like this, make sure to hit the like button, then stay tuned because now we're going to build our own Video chat app from scratch. That may sound pretty complicated, but the WebRTC API allows all this stuff to magically happen in the background. Over the few minutes, you'll build a peer to peer video calling app from scratch using nothing but vanilla JavaScript and Firebase as the signaling server. By the end of this tutorial, You'll know how to implement real time features that cater to the needs of the new work from home paradigm that we live in. In addition to this video, you can also reference the Full article on Fireship IO and the source code on GitHub. Let's start by taking a look at the demo. We have the local user's video feed on the left side and the Remote video on the right side. The local user will first grant permission for the app to access the webcam. That user can then create a call, which will write a document to Firestore with the offer details. At the same time, we'll create a peer connection instance in the browser, which handles the WebRTC negotiation process. The offer will have a unique ID that can then be accessed by another user somewhere else in the world. That user will then join the call with the unique ID, Then establish their own peer connection and write the answer details to the same document. Then both peers will write their ICE candidates To the database, we have one sub collection for offer candidates and another for answer candidates. This data model will allow signaling to take place between the two peers. The data itself looks like a bunch of nonsense, but what it contains is an IP address port pair that allows the 2 peers to establish a connection. Now both users can listen to this data in real time Then use the WebRTC API in the browser to establish the connection, giving us a one to one video chat feature. And now we're ready to jump into our JavaScript code. I started by creating a vanilla JavaScript project using a tool called Vite, which is a very simple build tool developed by the Vue JS guy. We can initialize a new project by running npm initvjs/app from the command line. Basically, it gives us a web project where we can install dependencies without having to worry about things like webpack. After initializing the project, we need to install Firebase. Firebase contains the Firestore database, which we can use as our back end server. Firebase is an exceptional choice for a signaling server because it's easy to listen to updates to the database in real time. If we were working with a traditional database, we'd likely have to implement something like WebSockets to make that possible and this video would be a crazy 20 minutes long or something. From the Firebase console, initialize Firestore in test mode, then create a web project from the settings panel and grab your project credentials. We can then go into the main JS file, import Firebase, And initialize the app with our Firebase config. Now that we have Firebase set up, we're going to initialize 3 pieces of global state. These are values you would likely want to share between multiple components if you're using a UI framework like React or Angular. The first and most important Value is the rtc pure connection. This object is where all of the action happens. It emits a bunch of different events that we Listen to to update the database and to add media streams to the connection itself. One very important thing it does is generate the ICE candidates, But in order to do that, it needs to know which STUN servers to use. There are many different options out there, but we're just going to use the free ones from Google. From there, we have values for local stream and remote stream, which are the video streams from the webcams of each user. Now because we're working with vanilla JS, we need to use Imperative Dom APIs. We're using document get element by ID to grab a bunch of elements from the HTML, like video elements to Show the actual video feeds along with buttons that provide different interaction in the UI. The first thing the user will do is click a button to open up their webcam. We'll We'll go ahead and register an event handler for the click event on the webcam button. Obtaining a stream from the user's webcam is very easy. We just await the navigator mediatevices Is get user media method and will set video and audio to true. That'll bring up a dialogue in the browser asking the user for permission to access the webcam. That's complete, the promise will resolve to a media stream object. Once we have access to the webcam, we can also go ahead and set up the remote stream here, which itself will just be an empty media stream. Now from here, we need to take our 2 streams and make them available on the peer connection and show them on Video elements in the DOM. The local stream is already running here in the browser, so we can get its tracks and then loop over them. And for each track, we'll call peer connection add track with that track in the local stream. Now the remote stream is currently empty and it will be updated by the Pure connection itself. So what we can do is listen to the on track event on the Pure connection, then get the tracks from the stream, Loop over them and add them to the remote stream when they come in. Now, the final step for managing our streams is to apply them To video elements in the DOM. We can do that by simply calling the video element source object and setting it equal to the stream. At this point, we have a way to manage a local and remote stream through the peer connection. But in order to make that happen, we need to do some signaling with Firestore. The user who starts a call is the one who makes an offer. We have a call button in the DOM to handle that functionality inside this async function here. We have a call document, which is used to manage the answer and offer from both users. Then we have offer candidates and answer candidates, which are subcollections under that document that contain all the candidates for each of those users. When we reference a document without an ID, Firebase will automatically generate a random ID for us. So we'll go ahead and use that to populate an input in the UI, which can then be used in another browser tab or by another user somewhere else in the world to answer the call. Now we're ready to create an offer and save it to the database. The first thing we'll do is await the peer connection create offer method, which will return with an offer description. We'll then set it as the local description on the Pure connection. Most importantly, this object contains an SDP value, Which stands for Session Description Protocol. That's the value we want to save to the database, so we'll go ahead and convert it to a plain JavaScript object, Then write it to the database by calling await call document set with that data. Now what's inside the SDP object isn't really important, but it contains information about the Video codec along with a bunch of other stuff to negotiate the connection. Now one really important thing to point out here is that when we called set local description, it automatically started generating the ICE candidates. An ICE candidate contains a potential IP address and port pair that can be used to establish the actual peer to peer connection. Need to be listening to the ICE candidates, so it's important that we have a listener established before we make that call that listens to the on ICE candidate event. When the event is fired, we'll make sure that a candidate exists, then write the data as JSON to the offer candidate's collection. So at this point, as the caller making the offer, We are saving all of our data to the database, but now we need to also be listening for the answer from the user on the other end. The way we do that is by listening to changes to the called document in Firestore. The on snapshot method will fire a callback anytime the document in the database changes. If our peer connection doesn't have a remote description and the data has an answer, then we'll go ahead and set an answer description on our peer connection here locally. In other words, we're listening to our database for an answer and when that answer is received, we update it on our peer connection. That negotiates the initial connection, But we also need to listen for ICE candidates from the answering user. We do that by listening to updates to the answer candidates collection. Firestore has a cool little feature where you can listen to only the documents that have been added to the collection, which is handled with the doc changes method on the query. So every time we have a new document added, we can then create a new ICE candidate with the document data and then add that candidate to our peer connection. At this point, we're listening to updates from the answer side, but we still need to give the answering user a way to actually answer the call. Answering a call is very similar to initiating a call. The main difference is that we're going to listen to a document in Firestore with the same document ID that was created by the caller. We'll make a reference to that document as well as the answer candidate's collection, then listen to the ICE candidate event on the peer connection to update the answer The candidate's collection whenever a new candidate is generated. From there, we can fetch the call document from the database and grab its data. It contains the offer data, Which we can use to set a remote description on the peer connection. After that, we can then generate an answer locally, then set the local description as the answer. Now just like we did with the offer in the previous function, we'll set it up as a plain object and then update it on the call document so that the other user can listen to the answer. In addition, we'll set up a listener on the offer candidates collection, and whenever a new ICE candidate is added to that collection, then we'll go ahead and create an ICE candidate here locally. And that's all it takes to build a video chat feature With WebRTC, the vast majority of the work is just signaling data between the two users. WebRTC handles all the complicated peer to peer networking and media streaming under the hood. I'm gonna go ahead and wrap things up there. If this video helped you, please like and subscribe. And if you wanna learn more advanced concepts about the web and Firebase, consider becoming a pro member atfireship io. 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"text": "Imagine an online multiplayer game where the leaderboard is constantly changing on the server." }, { "end": 14.195, "start": 11.055, "text": "Now what's the best way to show the player an updated leaderboard?" }, { "end": 23.235, "start": 14.255, "text": "We could tell them to refresh their browser window every few minutes to send a new HTTP request, or we could use an interval that ticks every few seconds to pull the server for new data." } ], "speaker": 0, "start": 0.39999998 }, { "end": 51.769997, "num_words": 95, "sentences": [ { "end": 27.635, "start": 23.395, "text": "But these options aren't ideal for real time data and that's where WebSockets come in." }, { "end": 33.14, "start": 27.635, "text": "The first step is for the client to send an HTTP request to the server asking to open a connection." }, { "end": 39.54, "start": 33.14, "text": "If the server agrees, it will send a one zero one switching protocols response, at which point the handshake is complete." }, { "end": 46.405, "start": 39.54, "text": "The TCP IP option is left open, allowing bidirectional messages to pass between the 2 parties with very low latency." }, { "end": 51.769997, "start": 46.545, "text": "The connection will stay open until one of the parties drops off, then the TCP resources can be unallocated." } ], "speaker": 0, "start": 23.395 }, { "end": 70.65, "num_words": 69, "sentences": [ { "end": 61.335003, "start": 52.07, "text": "It's often referred to as a full duplex connection, which is a telecommunications term that defines how a phone line works where both parties can send messages or talk at the same time." }, { "end": 64.835, "start": 61.555, "text": "Let's see this in action by creating a real time connection between a Node." }, { "end": 66.729996, "start": 64.835, "text": "Js a server, and a web browser." }, { "end": 70.15, "start": 66.869995, "text": "We'll start in our back end code by building a WebSocket server with Node." }, { "end": 70.65, "start": 70.15, "text": "Js." } ], "speaker": 0, "start": 52.07 }, { "end": 93.295, "num_words": 83, "sentences": [ { "end": 75.165, "start": 70.79, "text": "Using the ws library, We can instantiate a new server on port 8080." }, { "end": 80.26, "start": 75.385, "text": "Everything is event based, and the first event we can expect to happen is a connection from the client." }, { "end": 84.28, "start": 80.340004, "text": "When the connection is made, we'll have access to a WebSocket object in the callback." }, { "end": 87.515, "start": 84.5, "text": "With the initial handshake done, there are 2 things we might wanna do here." }, { "end": 93.295, "start": 87.515, "text": "We can listen to incoming messages, which would just be text in this case, and then handle them accordingly in the callback." } ], "speaker": 0, "start": 70.79 }, { "end": 118.28999, "num_words": 94, "sentences": [ { "end": 98.439995, "start": 93.355, "text": "The second thing we might do is send a message back to the client, which we 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132.6, "start": 128.52, "text": "Because today, we're going beyond 100 seconds to learn all about a library called Socket." }, { "end": 136.835, "start": 132.6, "text": "Io and look at a couple of APIs that might replace WebSockets in the future." }, { "end": 139.07501, "start": 137.07501, "text": "But first, make sure to like and subscribe." } ], "speaker": 0, "start": 118.535 }, { "end": 176.025, "num_words": 126, "sentences": [ { "end": 143.095, "start": 139.07501, "text": "And if you're into real time apps, check out my Firebase content on Fireship IO." }, { "end": 151.24, "start": 143.235, "text": "Now one of the issues that is not so obvious with our current implementation is that the server cannot broadcast a message out to multiple clients simultaneously." }, { "end": 156.805, "start": 151.94, "text": "Like, for example, a group chat room where you have multiple users passing messages back and forth." }, { "end": 166.34499, "start": 157.045, "text": "It's definitely possible to build something like that from scratch with websockets, but there are libraries, like socket I o in this case, that can make features like that much easier to implement." }, { "end": 176.025, "start": 166.37, "text": "You can think of a web socket as a low level building block, where socket IO is a more practical library that solves common use cases and provides failovers to different protocols when needed." } ], "speaker": 0, "start": 139.07501 }, { "end": 200.00499, "num_words": 87, "sentences": [ { "end": 179.22499, "start": 176.025, "text": "If you're building something real time, there are many different options out there." }, { "end": 183.55, "start": 179.22499, "text": "You might look into Firebase, Apollo GraphQL, or an API like Pusher." }, { "end": 191.07, "start": 183.63, "text": "Once you bring a database into the equation, real time features can become very complex, and using a paid service can be well worth the money in my opinion." }, { "end": 194.485, "start": 191.07, "text": "In any case, Let's go ahead and get started with our socket IO project." }, { "end": 200.00499, "start": 195.185, "text": "At this point, you can open up Versus Code to follow along and access the source code on GitHub." } ], "speaker": 0, "start": 176.025 }, { "end": 223.36, "num_words": 88, "sentences": [ { "end": 204.33, "start": 200.07, "text": "What we're going to build here is a bare minimum implementation of a group chat room." }, { "end": 210.315, "start": 204.55, "text": "When a user opens up the app, they can post a message, and anybody else on that same URL can view the message." }, { "end": 217.035, "start": 210.455, "text": "And, again, one of the big differences from the previous implementation is that the message will be broadcast to all of the connected clients." }, { "end": 220.88, "start": 217.34001, "text": "As you can see in our code, we have a directory for server and app." }, { "end": 223.36, "start": 221.1, "text": "Server is the back end, app is the front end." } ], "speaker": 0, "start": 200.07 }, { "end": 251.535, "num_words": 91, "sentences": [ { "end": 228.335, "start": 223.42001, "text": "In the server directory, we'll initialize an npm project by running npm init y." }, { "end": 233.05501, "start": 228.475, "text": "Then we only require one dependency, which is socket IO, and we can install it with npm." }, { "end": 237.20999, "start": 233.27501, "text": "Now in the index JS file, we need to create an HTTP server." }, { "end": 244.40999, "start": 237.59, "text": "We can do that using the built in HTTP library in Node by importing it, then calling the create server method." }, { "end": 251.535, "start": 244.71501, "text": "However, it is worth noting that you might want to use express here instead, which is a much more popular option for building an HTTP server." } ], "speaker": 0, "start": 223.42001 }, { "end": 279.375, "num_words": 87, "sentences": [ { "end": 258.65, "start": 251.67, "text": "The next step is to import socket IO, which is a function, and it will take our HTTP server object as an argument." }, { "end": 263.225, "start": 259.04498, "text": "But in this demo, we'll be accessing the back end from a front end browser application." }, { "end": 268.26498, "start": 263.685, "text": "But for security reasons, cross origin resource sharing, or cores, is disabled." }, { "end": 277.13, "start": 268.645, "text": "We we can pass an object as a second argument, and we'll set the core's origin to anything, allowing any URL to access our back end URL." }, { "end": 279.375, "start": 277.215, "text": "And now we can implement the logic for Socket." } ], "speaker": 0, "start": 251.67 }, { "end": 297.055, "num_words": 62, "sentences": [ { "end": 279.875, "start": 279.375, "text": "Io." }, { "end": 287.48, "start": 280.01498, "text": "Just like WebSockets, it's an event based system, and the first event you'll likely want to listen for is the connection of a client from the front end." }, { "end": 290.22, "start": 287.48, "text": "The callback will give us access to the socket object." }, { "end": 294.38, "start": 290.6, "text": "And on that socket, we can listen to any custom event we want." }, { "end": 297.055, "start": 294.395, "text": "But for simplicity, we'll just call it the message event." } ], "speaker": 0, "start": 279.375 }, { "end": 328.62, "num_words": 113, "sentences": [ { "end": 305.11002, "start": 297.115, "text": "When an event is emitted, we'll have access to the data, which might be a JavaScript object or a string, and we can handle it inside the callback here." }, { "end": 308.39, "start": 305.25, "text": "In this case, it'll be a string, which we can console log." }, { "end": 315.35, "start": 308.53, "text": "And because we have multiple clients listening to the message event, we can then re emit the message so it's broadcast out to everybody." }, { "end": 326.52, "start": 315.35, "text": "We can do that with the IO emit method, and then we'll pass message as the event name, and then whatever custom text or data we want to pass as the second argument, and that's basically all there is to it." }, { "end": 328.62, "start": 326.52, "text": "It's a very simple event based system." } ], "speaker": 0, "start": 297.115 }, { "end": 362.68, "num_words": 119, "sentences": [ { "end": 333.525, "start": 328.865, "text": "The final piece of code we need here though is to tell our server to listen on port 8080." }, { "end": 340.87, "start": 334.065, "text": "Then you can open up the terminal and call node and point it to this file to run the script and start your Socket IO server." }, { "end": 344.78998, "start": 341.16998, "text": "And now we're ready to move on to the front end code in our app directory here." }, { "end": 352.975, "start": 344.93, "text": "If we open up the index HTML file, you'll notice I have a script tag here pointing to the socket I o CDN for version 3 point o." }, { "end": 362.68, "start": 353.195, "text": "It's very important to understand that socket I o is not a direct WebSocket implementation, which means you can't just use the built in WebSocket class in the browser." } ], "speaker": 0, "start": 328.865 }, { "end": 401.62, "num_words": 140, "sentences": [ { "end": 373.755, "start": 363.3, "text": "Instead, you have to use the socket IO client library, which which we're doing here through the CDN, but you can also install it with NPM and bundle it into your project if you're using something like React or Angular." }, { "end": 382.88, "start": 374.3, "text": "After that, we have a script pointing to the app dotjs file, which is our custom source code, and I'm using the defer attribute to make sure it loads after the body content." }, { "end": 388.235, "start": 383.255, "text": "Then in the body itself, I have an unordered list, which is where our chat messages will appear." }, { "end": 395.86, "start": 388.375, "text": "And then below that, I have an input for the user to type a message and a button to send it, and now we can move over to our JavaScript file." }, { "end": 401.62, "start": 395.91998, "text": "The IO object will now be globally available in the browser, which is the socket IO client library." } ], "speaker": 0, "start": 363.3 }, { "end": 432.29, "num_words": 113, "sentences": [ { "end": 406.93503, "start": 401.875, "text": "We can create the connection by pointing to the URL of our server, which is local host 8080." }, { "end": 409.29, "start": 407.155, "text": "And now we're ready to start listening to events." }, { "end": 425.185, "start": 409.37, "text": "By calling socket on, we can listen to the message event emitted by the server, and we can use some imperative browser APIs here to create a new list item element and then append that item to the unordered list in our HTML, and that's all it takes to create a feed of messages in the UI." }, { "end": 428.51, "start": 425.405, "text": "The only thing left to do is give the user the ability to send a message." }, { "end": 432.29, "start": 428.91, "text": "We can handle that by listening to the click event on a button." } ], "speaker": 0, "start": 401.875 }, { "end": 448.43997, "num_words": 52, "sentences": [ { "end": 440.685, "start": 432.59, "text": "When clicked, we'll grab the text or the value from the input element, and then we'll call socket emit with the message event and the text." }, { "end": 441.565, "start": 441.065, "text": "Congratulations." }, { "end": 444.26498, "start": 441.865, "text": "You just built a real time chat app with socket." }, { "end": 444.58, "start": 444.26498, "text": "Io." }, { "end": 448.43997, "start": 444.81998, "text": "Obviously, there's a lot more to building real time features in the real world." } ], "speaker": 0, "start": 432.59 }, { "end": 475.595, "num_words": 79, "sentences": [ { "end": 452.70502, "start": 448.5, "text": "Events get emitted, and then you listen to events and handle them accordingly with functions." }, { "end": 463.08002, "start": 452.70502, "text": "Now before we finish up, there's one last thing I wanna talk about, and that's the relationship between WebSockets and other APIs like WebRTC and a new experimental API called WebTransport." }, { "end": 467.32, "start": 463.62, "text": "1st, let's talk about WebRTC, which stands for real time communication." }, { "end": 470.23502, "start": 467.975, "text": "It's also a tool for building real time experiences." }, { "end": 475.595, "start": 470.615, "text": "However, it's geared towards browser to browser communication, primarily for video and voice." } ], "speaker": 0, "start": 448.5 }, { "end": 498.80002, "num_words": 73, "sentences": [ { "end": 480.36002, "start": 475.7, "text": "If you're building a video chat app like Zoom, you probably want WebRTC and not WebSockets." }, { "end": 484.84003, "start": 481.22, "text": "And another new API that people have started talking about is WebTransport." }, { "end": 489.20502, "start": 485.345, "text": "And without getting into the details, it's basically a better version of WebSockets." }, { "end": 492.7, "start": 489.825, "text": "Faster handshake, better reliability, and stuff like that." }, { "end": 498.80002, "start": 492.78, "text": "Its proposal is still being stabilized, so nothing you need to know today, but just something to have on the radar for the future." } ], "speaker": 0, "start": 475.7 }, { "end": 509.685, "num_words": 43, "sentences": [ { "end": 500.465, "start": 498.86002, "text": "I'm gonna go ahead and wrap things up there." }, { "end": 502.645, "start": 500.54498, "text": "If this video helped you, please like and subscribe." }, { "end": 506.725, "start": 502.705, "text": "Consider sponsoring me on GitHub or becoming a pro member at FireShip IO." }, { "end": 509.685, "start": 506.945, "text": "Thanks for watching, and I will see you in the next one." } ], "speaker": 0, "start": 498.86002 } ], "transcript": "\nSpeaker 0: WebSockets. Build real time features by establishing a two way connection between a client and a server. Imagine an online multiplayer game where the leaderboard is constantly changing on the server. Now what's the best way to show the player an updated leaderboard? We could tell them to refresh their browser window every few minutes to send a new HTTP request, or we could use an interval that ticks every few seconds to pull the server for new data.\n\nBut these options aren't ideal for real time data and that's where WebSockets come in. The first step is for the client to send an HTTP request to the server asking to open a connection. If the server agrees, it will send a one zero one switching protocols response, at which point the handshake is complete. The TCP IP option is left open, allowing bidirectional messages to pass between the 2 parties with very low latency. The connection will stay open until one of the parties drops off, then the TCP resources can be unallocated.\n\nIt's often referred to as a full duplex connection, which is a telecommunications term that defines how a phone line works where both parties can send messages or talk at the same time. Let's see this in action by creating a real time connection between a Node. Js a server, and a web browser. We'll start in our back end code by building a WebSocket server with Node. Js.\n\nUsing the ws library, We can instantiate a new server on port 8080. Everything is event based, and the first event we can expect to happen is a connection from the client. When the connection is made, we'll have access to a WebSocket object in the callback. With the initial handshake done, there are 2 things we might wanna do here. We can listen to incoming messages, which would just be text in this case, and then handle them accordingly in the callback.\n\nThe second thing we might do is send a message back to the client, which we can do with the send method. Now let's take a look at our client side code in the browser, which has a built in WebSocket a clasp. It's instantiated with a URL that points to the server, but notice the w s protocol. That will automatically trigger the Handshake, to open the connection, which we can listen to as an event. Just like on the server, we can use the socket to both listen to and send messages.\n\nAnd we now have a full duplex connection between a front end JavaScript app and a node back end. This has been WebSockets in 100 seconds, but if you want to learn more, make sure to stay tuned. Because today, we're going beyond 100 seconds to learn all about a library called Socket. Io and look at a couple of APIs that might replace WebSockets in the future. But first, make sure to like and subscribe.\n\nAnd if you're into real time apps, check out my Firebase content on Fireship IO. Now one of the issues that is not so obvious with our current implementation is that the server cannot broadcast a message out to multiple clients simultaneously. Like, for example, a group chat room where you have multiple users passing messages back and forth. It's definitely possible to build something like that from scratch with websockets, but there are libraries, like socket I o in this case, that can make features like that much easier to implement. You can think of a web socket as a low level building block, where socket IO is a more practical library that solves common use cases and provides failovers to different protocols when needed.\n\nIf you're building something real time, there are many different options out there. You might look into Firebase, Apollo GraphQL, or an API like Pusher. Once you bring a database into the equation, real time features can become very complex, and using a paid service can be well worth the money in my opinion. In any case, Let's go ahead and get started with our socket IO project. At this point, you can open up Versus Code to follow along and access the source code on GitHub.\n\nWhat we're going to build here is a bare minimum implementation of a group chat room. When a user opens up the app, they can post a message, and anybody else on that same URL can view the message. And, again, one of the big differences from the previous implementation is that the message will be broadcast to all of the connected clients. As you can see in our code, we have a directory for server and app. Server is the back end, app is the front end.\n\nIn the server directory, we'll initialize an npm project by running npm init y. Then we only require one dependency, which is socket IO, and we can install it with npm. Now in the index JS file, we need to create an HTTP server. We can do that using the built in HTTP library in Node by importing it, then calling the create server method. However, it is worth noting that you might want to use express here instead, which is a much more popular option for building an HTTP server.\n\nThe next step is to import socket IO, which is a function, and it will take our HTTP server object as an argument. But in this demo, we'll be accessing the back end from a front end browser application. But for security reasons, cross origin resource sharing, or cores, is disabled. We we can pass an object as a second argument, and we'll set the core's origin to anything, allowing any URL to access our back end URL. And now we can implement the logic for Socket.\n\nIo. Just like WebSockets, it's an event based system, and the first event you'll likely want to listen for is the connection of a client from the front end. The callback will give us access to the socket object. And on that socket, we can listen to any custom event we want. But for simplicity, we'll just call it the message event.\n\nWhen an event is emitted, we'll have access to the data, which might be a JavaScript object or a string, and we can handle it inside the callback here. In this case, it'll be a string, which we can console log. And because we have multiple clients listening to the message event, we can then re emit the message so it's broadcast out to everybody. We can do that with the IO emit method, and then we'll pass message as the event name, and then whatever custom text or data we want to pass as the second argument, and that's basically all there is to it. It's a very simple event based system.\n\nThe final piece of code we need here though is to tell our server to listen on port 8080. Then you can open up the terminal and call node and point it to this file to run the script and start your Socket IO server. And now we're ready to move on to the front end code in our app directory here. If we open up the index HTML file, you'll notice I have a script tag here pointing to the socket I o CDN for version 3 point o. It's very important to understand that socket I o is not a direct WebSocket implementation, which means you can't just use the built in WebSocket class in the browser.\n\nInstead, you have to use the socket IO client library, which which we're doing here through the CDN, but you can also install it with NPM and bundle it into your project if you're using something like React or Angular. After that, we have a script pointing to the app dotjs file, which is our custom source code, and I'm using the defer attribute to make sure it loads after the body content. Then in the body itself, I have an unordered list, which is where our chat messages will appear. And then below that, I have an input for the user to type a message and a button to send it, and now we can move over to our JavaScript file. The IO object will now be globally available in the browser, which is the socket IO client library.\n\nWe can create the connection by pointing to the URL of our server, which is local host 8080. And now we're ready to start listening to events. By calling socket on, we can listen to the message event emitted by the server, and we can use some imperative browser APIs here to create a new list item element and then append that item to the unordered list in our HTML, and that's all it takes to create a feed of messages in the UI. The only thing left to do is give the user the ability to send a message. We can handle that by listening to the click event on a button.\n\nWhen clicked, we'll grab the text or the value from the input element, and then we'll call socket emit with the message event and the text. Congratulations. You just built a real time chat app with socket. Io. Obviously, there's a lot more to building real time features in the real world.\n\nEvents get emitted, and then you listen to events and handle them accordingly with functions. Now before we finish up, there's one last thing I wanna talk about, and that's the relationship between WebSockets and other APIs like WebRTC and a new experimental API called WebTransport. 1st, let's talk about WebRTC, which stands for real time communication. It's also a tool for building real time experiences. However, it's geared towards browser to browser communication, primarily for video and voice.\n\nIf you're building a video chat app like Zoom, you probably want WebRTC and not WebSockets. And another new API that people have started talking about is WebTransport. And without getting into the details, it's basically a better version of WebSockets. Faster handshake, better reliability, and stuff like that. Its proposal is still being stabilized, so nothing you need to know today, but just something to have on the radar for the future.\n\nI'm gonna go ahead and wrap things up there. If this video helped you, please like and subscribe. Consider sponsoring me on GitHub or becoming a pro member at FireShip IO. Thanks for watching, and I will see you in the next one." }, "summaries": null, "topics": [ { "end_word": 79, "start_word": 0, "text": "WebSockets. Build real time features by establishing a two way connection between a client and a server. Imagine an online multiplayer game where the leaderboard is constantly changing on the server. Now what's the best way to show the player an updated leaderboard? We could tell them to refresh their browser window every few minutes to send a new HTTP request, or we could use an interval that ticks every few seconds to pull the server for new data.", "topics": [] }, { "end_word": 326, "start_word": 79, "text": "But these options aren't ideal for real time data and that's where WebSockets come in. The first step is for the client to send an HTTP request to the server asking to open a connection. If the server agrees, it will send a one zero one switching protocols response, at which point the handshake is complete. The TCP IP option is left open, allowing bidirectional messages to pass between the 2 parties with very low latency. The connection will stay open until one of the parties drops off, then the TCP resources can be unallocated. It's often referred to as a full duplex connection, which is a telecommunications term that defines how a phone line works where both parties can send messages or talk at the same time. Let's see this in action by creating a real time connection between a Node. Js a server, and a web browser. We'll start in our back end code by building a WebSocket server with Node. Js. Using the ws library, We can instantiate a new server on port 8080. Everything is event based, and the first event we can expect to happen is a connection from the client. When the connection is made, we'll have access to a WebSocket object in the callback. With the initial handshake done, there are 2 things we might wanna do here. We can listen to incoming messages, which would just be text in this case, and then handle them accordingly in the callback.", "topics": [ { "confidence": 0.9702872, "topic": "telecommunications" }, { "confidence": 0.035907477, "topic": "internet" }, { "confidence": 0.03034011, "topic": "networking" } ] }, { "end_word": 385, "start_word": 326, "text": "The second thing we might do is send a message back to the client, which we can do with the send method. Now let's take a look at our client side code in the browser, which has a built in WebSocket a clasp. It's instantiated with a URL that points to the server, but notice the w s protocol.", "topics": [] }, { "end_word": 439, "start_word": 385, "text": "That will automatically trigger the Handshake, to open the connection, which we can listen to as an event. Just like on the server, we can use the socket to both listen to and send messages. And we now have a full duplex connection between a front end JavaScript app and a node back end.", "topics": [ { "confidence": 0.735547, "topic": "networking" } ] }, { "end_word": 458, "start_word": 439, "text": "This has been WebSockets in 100 seconds, but if you want to learn more, make sure to stay tuned.", "topics": [] }, { "end_word": 511, "start_word": 458, "text": "Because today, we're going beyond 100 seconds to learn all about a library called Socket. Io and look at a couple of APIs that might replace WebSockets in the future. But first, make sure to like and subscribe. And if you're into real time apps, check out my Firebase content on Fireship IO.", "topics": [ { "confidence": 0.037191216, "topic": "internet" } ] }, { "end_word": 538, "start_word": 511, "text": "Now one of the issues that is not so obvious with our current implementation is that the server cannot broadcast a message out to multiple clients simultaneously.", "topics": [] }, { "end_word": 588, "start_word": 538, "text": "Like, for example, a group chat room where you have multiple users passing messages back and forth. It's definitely possible to build something like that from scratch with websockets, but there are libraries, like socket I o in this case, that can make features like that much easier to implement.", "topics": [ { "confidence": 0.019343818, "topic": "networking" } ] }, { "end_word": 647, "start_word": 588, "text": "You can think of a web socket as a low level building block, where socket IO is a more practical library that solves common use cases and provides failovers to different protocols when needed. If you're building something real time, there are many different options out there. You might look into Firebase, Apollo GraphQL, or an API like Pusher.", "topics": [] }, { "end_word": 811, "start_word": 647, "text": "Once you bring a database into the equation, real time features can become very complex, and using a paid service can be well worth the money in my opinion. In any case, Let's go ahead and get started with our socket IO project. At this point, you can open up Versus Code to follow along and access the source code on GitHub. What we're going to build here is a bare minimum implementation of a group chat room. When a user opens up the app, they can post a message, and anybody else on that same URL can view the message. And, again, one of the big differences from the previous implementation is that the message will be broadcast to all of the connected clients. As you can see in our code, we have a directory for server and app. Server is the back end, app is the front end. In the server directory, we'll initialize an npm project by running npm init y.", "topics": [ { "confidence": 0.26427072, "topic": "databases" }, { "confidence": 0.15183322, "topic": "networking" }, { "confidence": 0.0112997, "topic": "software development" } ] }, { "end_word": 862, "start_word": 811, "text": "Then we only require one dependency, which is socket IO, and we can install it with npm. Now in the index JS file, we need to create an HTTP server. We can do that using the built in HTTP library in Node by importing it, then calling the create server method.", "topics": [] }, { "end_word": 1027, "start_word": 862, "text": "However, it is worth noting that you might want to use express here instead, which is a much more popular option for building an HTTP server. The next step is to import socket IO, which is a function, and it will take our HTTP server object as an argument. But in this demo, we'll be accessing the back end from a front end browser application. But for security reasons, cross origin resource sharing, or cores, is disabled. We we can pass an object as a second argument, and we'll set the core's origin to anything, allowing any URL to access our back end URL. And now we can implement the logic for Socket. Io. Just like WebSockets, it's an event based system, and the first event you'll likely want to listen for is the connection of a client from the front end. The callback will give us access to the socket object. And on that socket, we can listen to any custom event we want.", "topics": [ { "confidence": 0.28886214, "topic": "networking" }, { "confidence": 0.028139746, "topic": "internet" } ] }, { "end_word": 1102, "start_word": 1027, "text": "But for simplicity, we'll just call it the message event. When an event is emitted, we'll have access to the data, which might be a JavaScript object or a string, and we can handle it inside the callback here. In this case, it'll be a string, which we can console log. And because we have multiple clients listening to the message event, we can then re emit the message so it's broadcast out to everybody.", "topics": [] }, { "end_word": 1169, "start_word": 1102, "text": "We can do that with the IO emit method, and then we'll pass message as the event name, and then whatever custom text or data we want to pass as the second argument, and that's basically all there is to it. It's a very simple event based system. The final piece of code we need here though is to tell our server to listen on port 8080.", "topics": [ { "confidence": 0.008660758, "topic": "internet" } ] }, { "end_word": 1240, "start_word": 1169, "text": "Then you can open up the terminal and call node and point it to this file to run the script and start your Socket IO server. And now we're ready to move on to the front end code in our app directory here. If we open up the index HTML file, you'll notice I have a script tag here pointing to the socket I o CDN for version 3 point o.", "topics": [] }, { "end_word": 1309, "start_word": 1240, "text": "It's very important to understand that socket I o is not a direct WebSocket implementation, which means you can't just use the built in WebSocket class in the browser. Instead, you have to use the socket IO client library, which which we're doing here through the CDN, but you can also install it with NPM and bundle it into your project if you're using something like React or Angular.", "topics": [ { "confidence": 0.0062779826, "topic": "networking" } ] }, { "end_word": 1391, "start_word": 1309, "text": "After that, we have a script pointing to the app dotjs file, which is our custom source code, and I'm using the defer attribute to make sure it loads after the body content. Then in the body itself, I have an unordered list, which is where our chat messages will appear. And then below that, I have an input for the user to type a message and a button to send it, and now we can move over to our JavaScript file.", "topics": [] }, { "end_word": 1441, "start_word": 1391, "text": "The IO object will now be globally available in the browser, which is the socket IO client library. We can create the connection by pointing to the URL of our server, which is local host 8080. And now we're ready to start listening to events. By calling socket on, we", "topics": [ { "confidence": 0.8050699, "topic": "networking" }, { "confidence": 0.3716988, "topic": "internet" } ] }, { "end_word": 1548, "start_word": 1441, "text": "can listen to the message event emitted by the server, and we can use some imperative browser APIs here to create a new list item element and then append that item to the unordered list in our HTML, and that's all it takes to create a feed of messages in the UI. The only thing left to do is give the user the ability to send a message. We can handle that by listening to the click event on a button. When clicked, we'll grab the text or the value from the input element, and then we'll call socket emit with the message event and the text.", "topics": [] }, { "end_word": 1726, "start_word": 1548, "text": "Congratulations. You just built a real time chat app with socket. Io. Obviously, there's a lot more to building real time features in the real world. Events get emitted, and then you listen to events and handle them accordingly with functions. Now before we finish up, there's one last thing I wanna talk about, and that's the relationship between WebSockets and other APIs like WebRTC and a new experimental API called WebTransport. 1st, let's talk about WebRTC, which stands for real time communication. It's also a tool for building real time experiences. However, it's geared towards browser to browser communication, primarily for video and voice. If you're building a video chat app like Zoom, you probably want WebRTC and not WebSockets. And another new API that people have started talking about is WebTransport. And without getting into the details, it's basically a better version of WebSockets. Faster handshake, better reliability, and stuff like that. Its proposal is still being stabilized, so nothing you need to know today, but just something to have on the radar for the future.", "topics": [ { "confidence": 0.10553919, "topic": "networking" }, { "confidence": 0.07130855, "topic": "internet" }, { "confidence": 0.0112118, "topic": "multimedia" }, { "confidence": 0.0058665783, "topic": "telecommunications" } ] }, { "end_word": 1769, "start_word": 1726, "text": "I'm gonna go ahead and wrap things up there. If this video helped you, please like and subscribe. Consider sponsoring me on GitHub or becoming a pro member at FireShip IO. Thanks for watching, and I will see you in the next one.", "topics": [ { "confidence": 0.1328203, "topic": "youtube" }, { "confidence": 0.057749722, "topic": "social media" }, { "confidence": 0.04199336, "topic": "media" }, { "confidence": 0.041678417, "topic": "streaming" } ] } ], "transcript": "WebSockets. Build real time features by establishing a two way connection between a client and a server. Imagine an online multiplayer game where the leaderboard is constantly changing on the server. Now what's the best way to show the player an updated leaderboard? We could tell them to refresh their browser window every few minutes to send a new HTTP request, or we could use an interval that ticks every few seconds to pull the server for new data. But these options aren't ideal for real time data and that's where WebSockets come in. The first step is for the client to send an HTTP request to the server asking to open a connection. If the server agrees, it will send a one zero one switching protocols response, at which point the handshake is complete. The TCP IP option is left open, allowing bidirectional messages to pass between the 2 parties with very low latency. The connection will stay open until one of the parties drops off, then the TCP resources can be unallocated. It's often referred to as a full duplex connection, which is a telecommunications term that defines how a phone line works where both parties can send messages or talk at the same time. Let's see this in action by creating a real time connection between a Node. Js a server, and a web browser. We'll start in our back end code by building a WebSocket server with Node. Js. Using the ws library, We can instantiate a new server on port 8080. Everything is event based, and the first event we can expect to happen is a connection from the client. When the connection is made, we'll have access to a WebSocket object in the callback. With the initial handshake done, there are 2 things we might wanna do here. We can listen to incoming messages, which would just be text in this case, and then handle them accordingly in the callback. The second thing we might do is send a message back to the client, which we can do with the send method. Now let's take a look at our client side code in the browser, which has a built in WebSocket a clasp. It's instantiated with a URL that points to the server, but notice the w s protocol. That will automatically trigger the Handshake, to open the connection, which we can listen to as an event. Just like on the server, we can use the socket to both listen to and send messages. And we now have a full duplex connection between a front end JavaScript app and a node back end. This has been WebSockets in 100 seconds, but if you want to learn more, make sure to stay tuned. Because today, we're going beyond 100 seconds to learn all about a library called Socket. Io and look at a couple of APIs that might replace WebSockets in the future. But first, make sure to like and subscribe. And if you're into real time apps, check out my Firebase content on Fireship IO. Now one of the issues that is not so obvious with our current implementation is that the server cannot broadcast a message out to multiple clients simultaneously. Like, for example, a group chat room where you have multiple users passing messages back and forth. It's definitely possible to build something like that from scratch with websockets, but there are libraries, like socket I o in this case, that can make features like that much easier to implement. You can think of a web socket as a low level building block, where socket IO is a more practical library that solves common use cases and provides failovers to different protocols when needed. If you're building something real time, there are many different options out there. You might look into Firebase, Apollo GraphQL, or an API like Pusher. Once you bring a database into the equation, real time features can become very complex, and using a paid service can be well worth the money in my opinion. In any case, Let's go ahead and get started with our socket IO project. At this point, you can open up Versus Code to follow along and access the source code on GitHub. What we're going to build here is a bare minimum implementation of a group chat room. When a user opens up the app, they can post a message, and anybody else on that same URL can view the message. And, again, one of the big differences from the previous implementation is that the message will be broadcast to all of the connected clients. As you can see in our code, we have a directory for server and app. Server is the back end, app is the front end. In the server directory, we'll initialize an npm project by running npm init y. Then we only require one dependency, which is socket IO, and we can install it with npm. Now in the index JS file, we need to create an HTTP server. We can do that using the built in HTTP library in Node by importing it, then calling the create server method. However, it is worth noting that you might want to use express here instead, which is a much more popular option for building an HTTP server. The next step is to import socket IO, which is a function, and it will take our HTTP server object as an argument. But in this demo, we'll be accessing the back end from a front end browser application. But for security reasons, cross origin resource sharing, or cores, is disabled. We we can pass an object as a second argument, and we'll set the core's origin to anything, allowing any URL to access our back end URL. And now we can implement the logic for Socket. Io. Just like WebSockets, it's an event based system, and the first event you'll likely want to listen for is the connection of a client from the front end. The callback will give us access to the socket object. And on that socket, we can listen to any custom event we want. But for simplicity, we'll just call it the message event. When an event is emitted, we'll have access to the data, which might be a JavaScript object or a string, and we can handle it inside the callback here. In this case, it'll be a string, which we can console log. And because we have multiple clients listening to the message event, we can then re emit the message so it's broadcast out to everybody. We can do that with the IO emit method, and then we'll pass message as the event name, and then whatever custom text or data we want to pass as the second argument, and that's basically all there is to it. It's a very simple event based system. The final piece of code we need here though is to tell our server to listen on port 8080. Then you can open up the terminal and call node and point it to this file to run the script and start your Socket IO server. And now we're ready to move on to the front end code in our app directory here. If we open up the index HTML file, you'll notice I have a script tag here pointing to the socket I o CDN for version 3 point o. It's very important to understand that socket I o is not a direct WebSocket implementation, which means you can't just use the built in WebSocket class in the browser. Instead, you have to use the socket IO client library, which which we're doing here through the CDN, but you can also install it with NPM and bundle it into your project if you're using something like React or Angular. After that, we have a script pointing to the app dotjs file, which is our custom source code, and I'm using the defer attribute to make sure it loads after the body content. Then in the body itself, I have an unordered list, which is where our chat messages will appear. And then below that, I have an input for the user to type a message and a button to send it, and now we can move over to our JavaScript file. The IO object will now be globally available in the browser, which is the socket IO client library. We can create the connection by pointing to the URL of our server, which is local host 8080. And now we're ready to start listening to events. By calling socket on, we can listen to the message event emitted by the server, and we can use some imperative browser APIs here to create a new list item element and then append that item to the unordered list in our HTML, and that's all it takes to create a feed of messages in the UI. The only thing left to do is give the user the ability to send a message. We can handle that by listening to the click event on a button. When clicked, we'll grab the text or the value from the input element, and then we'll call socket emit with the message event and the text. Congratulations. You just built a real time chat app with socket. Io. Obviously, there's a lot more to building real time features in the real world. Events get emitted, and then you listen to events and handle them accordingly with functions. Now before we finish up, there's one last thing I wanna talk about, and that's the relationship between WebSockets and other APIs like WebRTC and a new experimental API called WebTransport. 1st, let's talk about WebRTC, which stands for real time communication. It's also a tool for building real time experiences. However, it's geared towards browser to browser communication, primarily for video and voice. If you're building a video chat app like Zoom, you probably want WebRTC and not WebSockets. And another new API that people have started talking about is WebTransport. And without getting into the details, it's basically a better version of WebSockets. Faster handshake, better reliability, and stuff like that. Its proposal is still being stabilized, so nothing you need to know today, but just something to have on the radar for the future. I'm gonna go ahead and wrap things up there. If this video helped you, please like and subscribe. Consider sponsoring me on GitHub or becoming a pro member at FireShip IO. 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news. The neat thing about cryptocurrency is that it's trustless, and that means when you put your hard earned paycheck from Wendy's into a crypto exchange and somebody steals it, you'll probably never get that money back. But 10uously, it's not an anonymous safe haven for criminals either. Your classic lose lose. Back in 2016, somebody stole a 120 some Bitcoin's worth $71,000,000 from the Bitfinex exchange by accessing the private keys of users.\n\nToday, those Bitcoins are worth $4,500,000,000 making the hackers some of the richest people on the planet, but there's just one problem. Bitcoin is a giant public ledger, and you can't move your money around without the feds watching your every move. And last week, they recovered 94,000 of the stolen Bitcoins, and arrested the husband and wife duo of Ilya Lichtenstein and Heather Morgan. Ladies and gentlemen, We got him. The saddest part of the story is that Heather was an up and coming rapper.\n\nThis song is for the entrepreneurs and hackers. All at Russell Collins. The Versace better win. Come real far, but don't know where I'm headed. Mother At least now, she does know where Tizhetit, the couple is facing up to 20 years in prison for attempting to launder the stolen Bitcoin.\n\nIt's not clear if they're the ones that actually performed the hack back in 2016 though, documents from the Department of Justice break down how they would move the currency with a diverse array of transactions, like purchasing altcoins and NFTs is and then breaking everything down into thousands of smaller transactions where the funds would eventually flow into a business that could fund Heather's music videos. They get an a for effort, but Bitcoin's not like a gold bar that you can Meltdown and Sell on the black market. On the bright side though, many of my favorite rappers have done time in prison. Another big question here is will the original owners be able to recover their funds, Bitfinex already attempted to make customers whole by crediting them with a different token when the hack occurred. They are working with the Department of this, but it will likely be a very long and complicated process before anyone gets their Bitcoin back, if it happens at all.\n\nBut what about your Bitcoin? Is it safe in an exchange right now? Well, the blockchain network itself is virtually unhackable with current technology. Crypto exchanges on the other hand are very much hackable. The thing about cryptocurrency Vee is that when someone obtains your private key, they have access to all of your money and can send it wherever they want.\n\nThere's no central authority to detect or stop fraudulent transactions, but they do implement other measures to keep your token safe. 1 is multi signature wallets that require multiple private keys to send a transaction. The other thing they do is try to keep as much crypto in cold storage as possible, there are 2 types of crypto wallets, a hot wallet, which is always connected to the Internet and ready to send transactions and the other is a cold wallet, which is offline and generally used for long term storage of your money. A cold wallet can only be hacked if you have physical possession of the device. Exchanges like Coinbase keep 90% of your crypto in cold storage, and because they're a big centralized authority, if they ever got hacked, they'd have enough money to pay everybody off, there are stories of crypto exchanges being hacked all the time, but it is pretty safe for most people today.\n\nBut if you're really attached to your tokens, the safest thing to do is get them out of an exchange into your own cold storage wallet, then move out of the city and learn how to grow your own food, dig a bunker on your property, and store the wallet there alongside your gold and ammo. This has been the Code Report. Thanks for watching, and I will see you in the next one." }, "summaries": null, "topics": [ { "end_word": 156, "start_word": 0, "text": "It is February 10th, 2022, and you're watching the code report, the most trusted name in tech news. The neat thing about cryptocurrency is that it's trustless, and that means when you put your hard earned paycheck from Wendy's into a crypto exchange and somebody steals it, you'll probably never get that money back. But 10uously, it's not an anonymous safe haven for criminals either. Your classic lose lose. Back in 2016, somebody stole a 120 some Bitcoin's worth $71,000,000 from the Bitfinex exchange by accessing the private keys of users. Today, those Bitcoins are worth $4,500,000,000 making the hackers some of the richest people on the planet, but there's just one problem. Bitcoin is a giant public ledger, and you can't move your money around without the feds watching your every move. And last week, they recovered 94,000 of the stolen Bitcoins, and arrested the husband and wife duo of Ilya Lichtenstein and Heather Morgan.", "topics": [ { "confidence": 0.9970802, "topic": "cryptocurrency" }, { "confidence": 0.11179565, "topic": "banking" } ] }, { "end_word": 189, "start_word": 156, "text": "Ladies and gentlemen, We got him. The saddest part of the story is that Heather was an up and coming rapper. This song is for the entrepreneurs and hackers. All at Russell Collins.", "topics": [] }, { "end_word": 674, "start_word": 189, "text": "The Versace better win. Come real far, but don't know where I'm headed. Mother At least now, she does know where Tizhetit, the couple is facing up to 20 years in prison for attempting to launder the stolen Bitcoin. It's not clear if they're the ones that actually performed the hack back in 2016 though, documents from the Department of Justice break down how they would move the currency with a diverse array of transactions, like purchasing altcoins and NFTs is and then breaking everything down into thousands of smaller transactions where the funds would eventually flow into a business that could fund Heather's music videos. They get an a for effort, but Bitcoin's not like a gold bar that you can Meltdown and Sell on the black market. On the bright side though, many of my favorite rappers have done time in prison. Another big question here is will the original owners be able to recover their funds, Bitfinex already attempted to make customers whole by crediting them with a different token when the hack occurred. They are working with the Department of this, but it will likely be a very long and complicated process before anyone gets their Bitcoin back, if it happens at all. But what about your Bitcoin? Is it safe in an exchange right now? Well, the blockchain network itself is virtually unhackable with current technology. Crypto exchanges on the other hand are very much hackable. The thing about cryptocurrency Vee is that when someone obtains your private key, they have access to all of your money and can send it wherever they want. There's no central authority to detect or stop fraudulent transactions, but they do implement other measures to keep your token safe. 1 is multi signature wallets that require multiple private keys to send a transaction. The other thing they do is try to keep as much crypto in cold storage as possible, there are 2 types of crypto wallets, a hot wallet, which is always connected to the Internet and ready to send transactions and the other is a cold wallet, which is offline and generally used for long term storage of your money. A cold wallet can only be hacked if you have physical possession of the device. Exchanges like Coinbase keep 90% of your crypto in cold storage, and because they're a big centralized authority, if they ever got hacked, they'd have enough money to pay everybody off, there are stories of crypto exchanges being hacked all the time, but it is pretty safe for most people today. But if you're really attached to your tokens, the safest thing to do is get them out of an exchange into your own cold storage wallet, then move out of the city and learn how to grow your own food, dig a bunker on your property, and store the wallet there alongside your gold and ammo.", "topics": [ { "confidence": 0.99607974, "topic": "cryptocurrency" }, { "confidence": 0.29653835, "topic": "prison" }, { "confidence": 0.11050449, "topic": "security" }, { "confidence": 0.01767336, "topic": "candy" } ] }, { "end_word": 692, "start_word": 674, "text": "This has been the Code Report. Thanks for watching, and I will see you in the next one.", "topics": [] } ], "transcript": "It is February 10th, 2022, and you're watching the code report, the most trusted name in tech news. The neat thing about cryptocurrency is that it's trustless, and that means when you put your hard earned paycheck from Wendy's into a crypto exchange and somebody steals it, you'll probably never get that money back. But 10uously, it's not an anonymous safe haven for criminals either. Your classic lose lose. Back in 2016, somebody stole a 120 some Bitcoin's worth $71,000,000 from the Bitfinex exchange by accessing the private keys of users. Today, those Bitcoins are worth $4,500,000,000 making the hackers some of the richest people on the planet, but there's just one problem. Bitcoin is a giant public ledger, and you can't move your money around without the feds watching your every move. And last week, they recovered 94,000 of the stolen Bitcoins, and arrested the husband and wife duo of Ilya Lichtenstein and Heather Morgan. Ladies and gentlemen, We got him. The saddest part of the story is that Heather was an up and coming rapper. This song is for the entrepreneurs and hackers. All at Russell Collins. The Versace better win. Come real far, but don't know where I'm headed. Mother At least now, she does know where Tizhetit, the couple is facing up to 20 years in prison for attempting to launder the stolen Bitcoin. It's not clear if they're the ones that actually performed the hack back in 2016 though, documents from the Department of Justice break down how they would move the currency with a diverse array of transactions, like purchasing altcoins and NFTs is and then breaking everything down into thousands of smaller transactions where the funds would eventually flow into a business that could fund Heather's music videos. They get an a for effort, but Bitcoin's not like a gold bar that you can Meltdown and Sell on the black market. On the bright side though, many of my favorite rappers have done time in prison. Another big question here is will the original owners be able to recover their funds, Bitfinex already attempted to make customers whole by crediting them with a different token when the hack occurred. They are working with the Department of this, but it will likely be a very long and complicated process before anyone gets their Bitcoin back, if it happens at all. But what about your Bitcoin? Is it safe in an exchange right now? Well, the blockchain network itself is virtually unhackable with current technology. Crypto exchanges on the other hand are very much hackable. The thing about cryptocurrency Vee is that when someone obtains your private key, they have access to all of your money and can send it wherever they want. There's no central authority to detect or stop fraudulent transactions, but they do implement other measures to keep your token safe. 1 is multi signature wallets that require multiple private keys to send a transaction. The other thing they do is try to keep as much crypto in cold storage as possible, there are 2 types of crypto wallets, a hot wallet, which is always connected to the Internet and ready to send transactions and the other is a cold wallet, which is offline and generally used for long term storage of your money. A cold wallet can only be hacked if you have physical possession of the device. Exchanges like Coinbase keep 90% of your crypto in cold storage, and because they're a big centralized authority, if they ever got hacked, they'd have enough money to pay everybody off, there are stories of crypto exchanges being hacked all the time, but it is pretty safe for most people today. But if you're really attached to your tokens, the safest thing to do is get them out of an exchange into your own cold storage wallet, then move out of the city and learn how to grow your own food, dig a bunker on your property, and store the wallet there alongside your gold and ammo. This has been the Code Report. 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build cool stuff faster without the need to learn a new JavaScript framework every week, then I will gladly bend the knee." }, { "end": 215.87, "start": 212.51, "text": "On second thought though, it's very possible that none of this will ever happen." } ], "speaker": 0, "start": 199.37 }, { "end": 224.715, "num_words": 38, "sentences": [ { "end": 220.69499, "start": 215.87, "text": "I wouldn't be surprised at all if we're still writing JavaScript and C plus plus code 50 years from now." }, { "end": 224.715, "start": 220.69499, "text": "This has been the code report, thanks for watching, and I will see you in the next one." } ], "speaker": 0, "start": 215.87 } ], "transcript": "\nSpeaker 0: It is December 8, 2022, and you're watching the Code Report. I've been trying to warn you about this for years. Artificial intelligence is coming to replace programmers. Over the last few days, the world has been freaking out over chat GPT, a new demo from OpenAI that can write and analyze code among many other things. The tool itself is very impressive, but it's not going to replace programmers.\n\nIt can really only solve trivial problems like GitHub Copilot, and often it provides answers that are just flat wrong but look correct to someone without the proper domain knowledge. It's already been banned by Stack Overflow because the site has been flooded with people posting AI answers on topics they know nothing about. More than anything, I think ChatGPT is an existential threat to tools like Google and Stack Overflow because it's a much faster way to answers to basic programming problems. What's crazy though is that this is just a general purpose tool. It's not even designed for programming specifically.\n\nNow just imagine what will happen when this technology focused on replacing programmers. Here's how I think it might play out over the next few years. 1st, AI will start to take over as the decision maker on your actual machine. Microsoft has already developed codec cli to bring AI to the command line. Instead of learning Linux in the near future, you should be able to just tell AI what you want, and it will run all the necessary commands for you automatically.\n\nThat technology is essentially already here. What I expect to happen next is that AI will start to build out entire projects for you based on the requirements that you give it. Kind of like test driven development, where all you do is write some basic testing code, then AI installs all the packages, creates all the files, and writes all the code for you. It'll be able to run the app itself, find any errors, and correct them. Eventually, it will get so good that you don't even have to worry about the code it writes, and this will lead to a whole new class of artificial development environments.\n\nCopilot has already been very successful, but it's just the beginning of this brave new world. For front end development, I would expect these tools to look kind of like Figma, but with extra controls to make everything interconnected and interactive to work on any app platform. On the back end, we might have something that looks like a diagram or flowchart that describes a bunch of API endpoints or microservices. Now all of this will be integrated into a single environment, allowing the AI to infer the database models and resources needed to execute the project, and not just make it work, but also optimize it in every way imaginable. In a matter of seconds, it could generate the project in multiple different languages with multiple different frameworks to figure out which one performs the best.\n\nActually, no. It. It could create its own brand new JavaScript framework that is perfectly optimized for your requirements. Actually, no. Why would we even need JavaScript at that point?\n\nProgramming languages are just for dumb monkeys. AI will be able to write a raw executable straight from machine code. It can come up with its own perfectly optimized on the fly, then write comprehensive documentation about it in any language. Ultimately, what I think this might lead to is a universal AI driven programming language. A single deterministic language that turns every human into a coding god.\n\nBy simply describing your vision, the AI will figure out how to arrange the ones and zeros to make it a In fact, when we get our neural links, we won't even have to write anything down, we can just think it and it will appear. Now, I realize neural link has killed almost all the monkeys and pigs that tried it, but when they open up human trials in 6 months, I'm gonna be first in line. This language will be so undeniably powerful that virtually everything else in the world becomes obsolete overnight. The World will still need engineers to solve problems, but writing code will not be one of their responsibilities. It'll become an esoteric skill that only weirdos take the time to learn, kind of like celestial navigation.\n\nI, for for 1, think this is an awesome outcome. Writing code is just a means to an end. The reason I learned to write code in the first place was because I wanted to build cool stuff. If AI can can help me build cool stuff faster without the need to learn a new JavaScript framework every week, then I will gladly bend the knee. On second thought though, it's very possible that none of this will ever happen.\n\nI wouldn't be surprised at all if we're still writing JavaScript and C plus plus code 50 years from now. This has been the code report, thanks for watching, and I will see you in the next one." }, "summaries": null, "topics": [ { "end_word": 124, "start_word": 0, "text": "It is December 8, 2022, and you're watching the Code Report. I've been trying to warn you about this for years. Artificial intelligence is coming to replace programmers. Over the last few days, the world has been freaking out over chat GPT, a new demo from OpenAI that can write and analyze code among many other things. The tool itself is very impressive, but it's not going to replace programmers. It can really only solve trivial problems like GitHub Copilot, and often it provides answers that are just flat wrong but look correct to someone without the proper domain knowledge. It's already been banned by Stack Overflow because the site has been flooded with people posting AI answers on topics they know nothing about.", "topics": [ { "confidence": 0.41812202, "topic": "artificial intelligence" }, { "confidence": 0.41177723, "topic": "software development" }, { "confidence": 0.113062054, "topic": "software" }, { "confidence": 0.02788272, "topic": "computer science" }, { "confidence": 0.0054539135, "topic": "machine learning" } ] }, { "end_word": 153, "start_word": 124, "text": "More than anything, I think ChatGPT is an existential threat to tools like Google and Stack Overflow because it's a much faster way to answers to basic programming problems.", "topics": [] }, { "end_word": 477, "start_word": 153, "text": "What's crazy though is that this is just a general purpose tool. It's not even designed for programming specifically. Now just imagine what will happen when this technology focused on replacing programmers. Here's how I think it might play out over the next few years. 1st, AI will start to take over as the decision maker on your actual machine. Microsoft has already developed codec cli to bring AI to the command line. Instead of learning Linux in the near future, you should be able to just tell AI what you want, and it will run all the necessary commands for you automatically. That technology is essentially already here. What I expect to happen next is that AI will start to build out entire projects for you based on the requirements that you give it. Kind of like test driven development, where all you do is write some basic testing code, then AI installs all the packages, creates all the files, and writes all the code for you. It'll be able to run the app itself, find any errors, and correct them. Eventually, it will get so good that you don't even have to worry about the code it writes, and this will lead to a whole new class of artificial development environments. Copilot has already been very successful, but it's just the beginning of this brave new world. For front end development, I would expect these tools to look kind of like Figma, but with extra controls to make everything interconnected and interactive to work on any app platform. On the back end, we might have something that looks like a diagram or flowchart that describes a bunch of API endpoints or microservices. 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Actually, no. It. It could create its own brand new JavaScript framework that is perfectly optimized for your requirements. Actually, no. Why would we even need JavaScript at that point?", "topics": [] }, { "end_word": 799, "start_word": 533, "text": "Programming languages are just for dumb monkeys. AI will be able to write a raw executable straight from machine code. It can come up with its own perfectly optimized on the fly, then write comprehensive documentation about it in any language. Ultimately, what I think this might lead to is a universal AI driven programming language. A single deterministic language that turns every human into a coding god. By simply describing your vision, the AI will figure out how to arrange the ones and zeros to make it a In fact, when we get our neural links, we won't even have to write anything down, we can just think it and it will appear. 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If AI can can help me build cool stuff faster without the need to learn a new JavaScript framework every week, then I will gladly bend the knee.", "topics": [ { "confidence": 0.5147132, "topic": "artificial intelligence" }, { "confidence": 0.42793924, "topic": "languages" }, { "confidence": 0.26942995, "topic": "neural networks" }, { "confidence": 0.072271354, "topic": "writing" }, { "confidence": 0.062479604, "topic": "programming" }, { "confidence": 0.048471235, "topic": "robotics" }, { "confidence": 0.031570815, "topic": "machine learning" } ] }, { "end_word": 851, "start_word": 799, "text": "On second thought though, it's very possible that none of this will ever happen. I wouldn't be surprised at all if we're still writing JavaScript and C plus plus code 50 years from now. This has been the code report, thanks for watching, and I will see you in the next one.", "topics": [] } ], "transcript": "It is December 8, 2022, and you're watching the Code Report. I've been trying to warn you about this for years. Artificial intelligence is coming to replace programmers. Over the last few days, the world has been freaking out over chat GPT, a new demo from OpenAI that can write and analyze code among many other things. The tool itself is very impressive, but it's not going to replace programmers. It can really only solve trivial problems like GitHub Copilot, and often it provides answers that are just flat wrong but look correct to someone without the proper domain knowledge. It's already been banned by Stack Overflow because the site has been flooded with people posting AI answers on topics they know nothing about. More than anything, I think ChatGPT is an existential threat to tools like Google and Stack Overflow because it's a much faster way to answers to basic programming problems. What's crazy though is that this is just a general purpose tool. It's not even designed for programming specifically. Now just imagine what will happen when this technology focused on replacing programmers. Here's how I think it might play out over the next few years. 1st, AI will start to take over as the decision maker on your actual machine. Microsoft has already developed codec cli to bring AI to the command line. Instead of learning Linux in the near future, you should be able to just tell AI what you want, and it will run all the necessary commands for you automatically. That technology is essentially already here. What I expect to happen next is that AI will start to build out entire projects for you based on the requirements that you give it. Kind of like test driven development, where all you do is write some basic testing code, then AI installs all the packages, creates all the files, and writes all the code for you. It'll be able to run the app itself, find any errors, and correct them. Eventually, it will get so good that you don't even have to worry about the code it writes, and this will lead to a whole new class of artificial development environments. Copilot has already been very successful, but it's just the beginning of this brave new world. For front end development, I would expect these tools to look kind of like Figma, but with extra controls to make everything interconnected and interactive to work on any app platform. On the back end, we might have something that looks like a diagram or flowchart that describes a bunch of API endpoints or microservices. Now all of this will be integrated into a single environment, allowing the AI to infer the database models and resources needed to execute the project, and not just make it work, but also optimize it in every way imaginable. In a matter of seconds, it could generate the project in multiple different languages with multiple different frameworks to figure out which one performs the best. Actually, no. It. It could create its own brand new JavaScript framework that is perfectly optimized for your requirements. Actually, no. Why would we even need JavaScript at that point? Programming languages are just for dumb monkeys. AI will be able to write a raw executable straight from machine code. It can come up with its own perfectly optimized on the fly, then write comprehensive documentation about it in any language. Ultimately, what I think this might lead to is a universal AI driven programming language. A single deterministic language that turns every human into a coding god. By simply describing your vision, the AI will figure out how to arrange the ones and zeros to make it a In fact, when we get our neural links, we won't even have to write anything down, we can just think it and it will appear. Now, I realize neural link has killed almost all the monkeys and pigs that tried it, but when they open up human trials in 6 months, I'm gonna be first in line. This language will be so undeniably powerful that virtually everything else in the world becomes obsolete overnight. The World will still need engineers to solve problems, but writing code will not be one of their responsibilities. It'll become an esoteric skill that only weirdos take the time to learn, kind of like celestial navigation. I, for for 1, think this is an awesome outcome. Writing code is just a means to an end. The reason I learned to write code in the first place was because I wanted to build cool stuff. If AI can can help me build cool stuff faster without the need to learn a new JavaScript framework every week, then I will gladly bend the knee. On second thought though, it's very possible that none of this will ever happen. I wouldn't be surprised at all if we're still writing JavaScript and C plus plus code 50 years from now. 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performance risks for our developers and bottlenecks for our progress, and they also talk about how they want a clear separation between client and server code." }, { "end": 84.73, "start": 79.175, "text": "That makes total sense for Shopify, which has built itself with Ruby on Rails, which has a strong separation of concerns." }, { "end": 91.745, "start": 84.79, "text": "It looks like their plan is to replace server components with Remix over the coming months, but Remix will still remain its own independent open source project." } ], "speaker": 0, "start": 50.47 }, { "end": 129.745, "num_words": 143, "sentences": [ { "end": 94.705, "start": 91.745, "text": "If you're a Remix user, I think this is definitely a good thing." }, { "end": 100.95, "start": 94.705, "text": "Shopify, although its stock is down 75% the last year, is a freight company that will battle test this framework on their platform." }, { "end": 106.07, "start": 101.09, "text": "React server components though are being battle tested by Facebook whose stock is also down about 70%." }, { "end": 118.05, "start": 106.369995, "text": "The reason the stock price is important in for this context is because restricted stock units are a big part of compensation at both Meta and Shopify, and that just feels kind of demoralizing for for the people who are employed to work on these frameworks full time." }, { "end": 129.745, "start": 118.05, "text": "On top of that, it seems like in 2022, people are becoming a lot more open minded about alternative frameworks, like Svelte, and quick looking dank AF right now, but only time will tell if they can become goaded with the sauce." } ], "speaker": 0, "start": 91.745 }, { "end": 149.565, "num_words": 77, "sentences": [ { "end": 135.48999, "start": 129.805, "text": "In fact, I chose Svelte over React to rebuild the Fireship Pro website recently, and I have absolutely no regrets." }, { "end": 139.65, "start": 135.48999, "text": "The website is smaller, faster, and most importantly, it was just way more fun to build." }, { "end": 145.625, "start": 139.65, "text": "In any case, React is not going anywhere anytime soon, and this is just the latest chapter in the great JavaScript framework war." }, { "end": 146.825, "start": 145.625, "text": "This has been the code report." }, { "end": 149.565, "start": 146.825, "text": "Thanks for watching, and I will see you in the next one." } ], "speaker": 0, "start": 129.805 } ], "transcript": "\nSpeaker 0: It is Halloween 2022, and you're watching the code report. The number one goal of every JavaScript framework developer is to make the world a better place. The second goal is to make tons of money. Unfortunately, this almost never happens, except today, Remix, the React framework, was acquired by Shopify. For those that don't know, Remix is a framework similar to Next JS from the team behind React Router.\n\nWhile it only has a small fraction of the actual adoption of Next. Js, it's been highly influential in the React ecosystem. Like, many of the features announced in Next 13 last week appear to be inspired by features in Remix like nested layouts, although one could argue that these features have been around forever in PHP frameworks and elsewhere. What's interesting though is that less than a year ago, Shopify came out with its own React framework called Hydrogen. Like Next 13, Hydrogen uses React server components, which is the React team's official solution for a server side rendering.\n\nRemix, on the other hand, takes an entirely different approach that doesn't rely on React server component now that Shopify is taking over stewardship of Remix, it creates this weird schism around server side rendering in React. Like, do React server components totally suck for are they the future? Shopify said, quote, while we're excited for the future of RSC long term, as a critical dependency, it presented a number of challenges that became performance risks for our developers and bottlenecks for our progress, and they also talk about how they want a clear separation between client and server code. That makes total sense for Shopify, which has built itself with Ruby on Rails, which has a strong separation of concerns. It looks like their plan is to replace server components with Remix over the coming months, but Remix will still remain its own independent open source project.\n\nIf you're a Remix user, I think this is definitely a good thing. Shopify, although its stock is down 75% the last year, is a freight company that will battle test this framework on their platform. React server components though are being battle tested by Facebook whose stock is also down about 70%. The reason the stock price is important in for this context is because restricted stock units are a big part of compensation at both Meta and Shopify, and that just feels kind of demoralizing for for the people who are employed to work on these frameworks full time. On top of that, it seems like in 2022, people are becoming a lot more open minded about alternative frameworks, like Svelte, and quick looking dank AF right now, but only time will tell if they can become goaded with the sauce.\n\nIn fact, I chose Svelte over React to rebuild the Fireship Pro website recently, and I have absolutely no regrets. The website is smaller, faster, and most importantly, it was just way more fun to build. In any case, React is not going anywhere anytime soon, and this is just the latest chapter in the great JavaScript framework war. This has been the code report. Thanks for watching, and I will see you in the next one." }, "summaries": null, "topics": [ { "end_word": 207, "start_word": 0, "text": "It is Halloween 2022, and you're watching the code report. The number one goal of every JavaScript framework developer is to make the world a better place. The second goal is to make tons of money. Unfortunately, this almost never happens, except today, Remix, the React framework, was acquired by Shopify. For those that don't know, Remix is a framework similar to Next JS from the team behind React Router. While it only has a small fraction of the actual adoption of Next. Js, it's been highly influential in the React ecosystem. Like, many of the features announced in Next 13 last week appear to be inspired by features in Remix like nested layouts, although one could argue that these features have been around forever in PHP frameworks and elsewhere. What's interesting though is that less than a year ago, Shopify came out with its own React framework called Hydrogen. Like Next 13, Hydrogen uses React server components, which is the React team's official solution for a server side rendering. Remix, on the other hand, takes an entirely different approach that doesn't rely on React server component now that Shopify is taking over stewardship of Remix, it creates this weird schism around server side rendering in React.", "topics": [] }, { "end_word": 270, "start_word": 207, "text": "Like, do React server components totally suck for are they the future? Shopify said, quote, while we're excited for the future of RSC long term, as a critical dependency, it presented a number of challenges that became performance risks for our developers and bottlenecks for our progress, and they also talk about how they want a clear separation between client and server code.", "topics": [ { "confidence": 0.005708865, "topic": "software development" } ] }, { "end_word": 538, "start_word": 270, "text": "That makes total sense for Shopify, which has built itself with Ruby on Rails, which has a strong separation of concerns. It looks like their plan is to replace server components with Remix over the coming months, but Remix will still remain its own independent open source project. If you're a Remix user, I think this is definitely a good thing. Shopify, although its stock is down 75% the last year, is a freight company that will battle test this framework on their platform. React server components though are being battle tested by Facebook whose stock is also down about 70%. The reason the stock price is important in for this context is because restricted stock units are a big part of compensation at both Meta and Shopify, and that just feels kind of demoralizing for for the people who are employed to work on these frameworks full time. On top of that, it seems like in 2022, people are becoming a lot more open minded about alternative frameworks, like Svelte, and quick looking dank AF right now, but only time will tell if they can become goaded with the sauce. In fact, I chose Svelte over React to rebuild the Fireship Pro website recently, and I have absolutely no regrets. The website is smaller, faster, and most importantly, it was just way more fun to build. In any case, React is not going anywhere anytime soon, and this is just the latest chapter in the great JavaScript framework war. This has been the code report. Thanks for watching, and I will see you in the next one.", "topics": [] } ], "transcript": "It is Halloween 2022, and you're watching the code report. The number one goal of every JavaScript framework developer is to make the world a better place. The second goal is to make tons of money. Unfortunately, this almost never happens, except today, Remix, the React framework, was acquired by Shopify. For those that don't know, Remix is a framework similar to Next JS from the team behind React Router. While it only has a small fraction of the actual adoption of Next. Js, it's been highly influential in the React ecosystem. Like, many of the features announced in Next 13 last week appear to be inspired by features in Remix like nested layouts, although one could argue that these features have been around forever in PHP frameworks and elsewhere. What's interesting though is that less than a year ago, Shopify came out with its own React framework called Hydrogen. Like Next 13, Hydrogen uses React server components, which is the React team's official solution for a server side rendering. Remix, on the other hand, takes an entirely different approach that doesn't rely on React server component now that Shopify is taking over stewardship of Remix, it creates this weird schism around server side rendering in React. Like, do React server components totally suck for are they the future? Shopify said, quote, while we're excited for the future of RSC long term, as a critical dependency, it presented a number of challenges that became performance risks for our developers and bottlenecks for our progress, and they also talk about how they want a clear separation between client and server code. That makes total sense for Shopify, which has built itself with Ruby on Rails, which has a strong separation of concerns. It looks like their plan is to replace server components with Remix over the coming months, but Remix will still remain its own independent open source project. If you're a Remix user, I think this is definitely a good thing. Shopify, although its stock is down 75% the last year, is a freight company that will battle test this framework on their platform. React server components though are being battle tested by Facebook whose stock is also down about 70%. The reason the stock price is important in for this context is because restricted stock units are a big part of compensation at both Meta and Shopify, and that just feels kind of demoralizing for for the people who are employed to work on these frameworks full time. On top of that, it seems like in 2022, people are becoming a lot more open minded about alternative frameworks, like Svelte, and quick looking dank AF right now, but only time will tell if they can become goaded with the sauce. In fact, I chose Svelte over React to rebuild the Fireship Pro website recently, and I have absolutely no regrets. The website is smaller, faster, and most importantly, it was just way more fun to build. In any case, React is not going anywhere anytime soon, and this is just the latest chapter in the great JavaScript framework war. This has been the code report. 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"end": 125.9, "start": 125.02, "text": "It could mean jail." }, { "end": 126.8, "start": 125.9, "text": "It could mean derision." }, { "end": 128.64, "start": 127.02, "text": "It could mean mockery, isolation." }, { "end": 130.06, "start": 128.94, "text": "Isolation is the gift." } ], "speaker": 0, "start": 123.34 }, { "end": 144.95, "num_words": 68, "sentences": [ { "end": 133.61499, "start": 130.06, "text": "All the others They're just a test of your endurance, of how much you really want to do it." }, { "end": 138.415, "start": 133.61499, "text": "And you'll do it, despite rejection and the worst odds, and it will be better than anything else you can imagine." }, { "end": 140.39, "start": 138.415, "text": "If you're going Shry, go all the way." }, { "end": 141.75, "start": 140.39, "text": "There's no other feeling like that." }, { "end": 144.95, "start": 141.75, "text": "You will be alone with the gods, and the nights will flame with fire." } ], "speaker": 0, "start": 130.06 }, { "end": 163.87001, "num_words": 81, "sentences": [ { "end": 147.015, "start": 144.95, "text": "You will ride life straight to perfect after." }, { "end": 148.695, "start": 147.015, "text": "It's the only good fight there is." }, { "end": 153.095, "start": 148.695, "text": "If that Bukowski poem doesn't describe how you feel about your project, then it might not be worth your time." }, { "end": 160.25, "start": 153.095, "text": "If I'm being totally honest with myself, I'd much Rather spend my time making content on Fire Ship than I would trying to build up this half assed voice cloning tool." }, { "end": 163.87001, "start": 160.25, "text": "That being said, what could I have done differently to make this project more successful?" } ], "speaker": 0, "start": 144.95 }, { "end": 194.55, "num_words": 123, "sentences": [ { "end": 168.855, "start": 163.93001, "text": "Well, First of all, I only spent 2 days building it, it's not responsive, and has a terrible landing page." }, { "end": 176.83, "start": 168.855, "text": "Any meaningful minimum viable project will take a lot longer this to develop, even when using a highly optimized tech stack like the it or suck it stack." }, { "end": 184.485, "start": 176.83, "text": "Instead of using IBM Carbon as the design system, I'd spend more time creating a unique custom design and have a much more powerful call to action on the home page." }, { "end": 187.75, "start": 184.485, "text": "And I should do a better job describing what the product is in just a few words." }, { "end": 194.55, "start": 187.91, "text": "In addition, you wanna use some kind of analytics to understand how your users are behaving because they're likely using your app in ways you never expected." } ], "speaker": 0, "start": 163.93001 }, { "end": 222.06999, "num_words": 116, "sentences": [ { "end": 203.255, "start": 194.55, "text": "Like, Firebase itself was originally Supposed to be a chat widget kind of like intercom, but they found that developers were putting all kinds of random stuff in it, so they decided to pivot to a real time database." }, { "end": 207.17, "start": 203.395, "text": "Then a few Few years later it's acquired by Google, making them rich beyond their wildest dreams." }, { "end": 209.26999, "start": 207.17, "text": "The founders made their own luck just like Tarantino." }, { "end": 216.255, "start": 209.65, "text": "To really optimize things, you should look at analytics, then do some AB testing with a small subset of users before you invest in a huge launch." }, { "end": 222.06999, "start": 216.255, "text": "And that's especially important if you pay for ads then you really need to optimize that conversion rate, but we're getting ahead of ourselves." } ], "speaker": 0, "start": 194.55 }, { "end": 245.29001, "num_words": 97, "sentences": [ { "end": 227.145, "start": 222.12999, "text": "The big question is how do you even come up with an idea for a side hustle, and then more importantly, validate it?" }, { "end": 228.74501, "start": 227.225, "text": "Good ideas are easy to come by." }, { "end": 236.425, "start": 228.74501, "text": "The problem is that there's a 100,000,000,000 people in the world if you include the outer lands beyond the ice wall, and somebody out there is likely already a millionaire with your idea." }, { "end": 241.21, "start": 236.425, "text": "The fact That someone is already executing your idea is actually a great way to get some early validation." }, { "end": 245.29001, "start": 241.27, "text": "Big companies like Meta do this all the time by stealing features from smaller applications." } ], "speaker": 0, "start": 222.12999 }, { "end": 266.985, "num_words": 87, "sentences": [ { "end": 248.505, "start": 245.67001, "text": "In fact, It's a good sign that someone's already doing your idea." }, { "end": 254.64, "start": 248.505, "text": "You just need to figure out what they're doing wrong or narrow down your target to find a segment of the market where you could doing things better." }, { "end": 256.96, "start": 254.64, "text": "In fact, that's been my approach to this YouTube channel." }, { "end": 259.62, "start": 256.96, "text": "When I started, there were already millions of JavaScript tutorials." }, { "end": 266.985, "start": 259.68, "text": "You might even call it an over saturated market, but I saw an opportunity to create shorter, faster content that I thought developers like me would like." } ], "speaker": 0, "start": 245.67001 }, { "end": 296.19498, "num_words": 126, "sentences": [ { "end": 268.505, "start": 266.985, "text": "Just look at a company like Figma." }, { "end": 276.67, "start": 268.505, "text": "They built a design product that was really only slightly different than things offered by Adobe at the time, but they addressed the most common pain points and made a product that people love." }, { "end": 281.76498, "start": 276.67, "text": "A few years later, Adobe acquires them for $20,000,000,000 just so they could make the product suck again." }, { "end": 291.09998, "start": 281.76498, "text": "Now once you have the general idea of what you want to build, another way to validate it is you build in public, and by that I mean get on social media and tell the world what you're building before you even build it." }, { "end": 296.19498, "start": 291.09998, "text": "What you'll find is that there's a lot of other indie makers doing the same thing that will support you and provide feedback." } ], "speaker": 0, "start": 266.985 }, { "end": 319.61, "num_words": 92, "sentences": [ { "end": 301.05002, "start": 296.19498, "text": "Oh, and by the way, make sure to also follow me on Twitter because I'll be posting extra video content there soon." }, { "end": 305.29, "start": 301.05002, "text": "That's great and all, but what you really need to do is validate the idea with your core audience." }, { "end": 309.355, "start": 305.29, "text": "One product everybody hates but still pays a $100 a year for is Microsoft Word." }, { "end": 316.23502, "start": 309.515, "text": "What you can do is find real people or micro influencers on social media who use this product, but understand its pain points." }, { "end": 319.61, "start": 316.23502, "text": "Follow these people, like their posts, and engage with them on social media." } ], "speaker": 0, "start": 296.19498 }, { "end": 335.98, "num_words": 74, "sentences": [ { "end": 324.65, "start": 319.61, "text": "Once you've gained their trust, you can then reach out with a direct message that's like, hey, I saw you hate Microsoft Word." }, { "end": 327.685, "start": 324.65, "text": "I'm developing this new product that solves x and y pain points." }, { "end": 329.92502, "start": 327.685, "text": "Do you want to be the first one to check it out when it's ready?" }, { "end": 333.225, "start": 329.92502, "text": "This is highly surgical direct marketing, but it's also highly effective." }, { "end": 335.98, "start": 333.34, "text": "And people use it on me for their tech products, and it works." } ], "speaker": 0, "start": 319.61 }, { "end": 357.835, "num_words": 109, "sentences": [ { "end": 337.41998, "start": 335.98, "text": "Because, honestly, it's a win win." }, { "end": 342.325, "start": 337.41998, "text": "If you're creating something that can make my life better, I'd like to know about it, but I'm by not going to click on one of your ads." }, { "end": 350.64, "start": 342.325, "text": "If you get a lot of people excited, that means you're probably on to something, but the reality is that rejection is very common, and you might get rejected a bunch of times even if you Have a good idea." }, { "end": 355.6, "start": 350.64, "text": "So another way to validate your idea is to get a bunch of people to sign up for it before you even build it." }, { "end": 357.835, "start": 355.6, "text": "You'll see startups do this all the time with wait list." } ], "speaker": 0, "start": 335.98 }, { "end": 380.89502, "num_words": 102, "sentences": [ { "end": 364.075, "start": 357.835, "text": "What they'll do is focus on marketing first, put together a bunch of promises, and then build up an email list that they can engage with in the future." }, { "end": 366.235, "start": 364.075, "text": "Do not underestimate the power of an email list." }, { "end": 369.8, "start": 366.235, "text": "Nobody's going to sign up for an email list unless they truly want what you're selling." }, { "end": 376.67502, "start": 369.8, "text": "On top of that, once you have an email list, you can use it to invite people to a Discord rover, and from there, you're directly engaging with your target customers." }, { "end": 380.89502, "start": 376.73502, "text": "You can even give them early access in exchange for feedback about what works and what doesn't." } ], "speaker": 0, "start": 357.835 }, { "end": 410.235, "num_words": 126, "sentences": [ { "end": 385.81, "start": 380.89502, "text": "It's way easier to validate ideas when you have a bunch of collaborators who see the value in your ideas." }, { "end": 392.875, "start": 385.87, "text": "Then as you start actually delivering on your idea, this community will help promote the project because as you created something that adds value to people's lives." }, { "end": 394.235, "start": 392.875, "text": "It's a win win for everybody." }, { "end": 404.35, "start": 394.235, "text": "Sam Altman of Y Combinator and OpenAI said the single most important thing in a startup is to create a product So good that people will tell their friends about it, but you won't know if you have a good product until you actually build it." }, { "end": 410.235, "start": 404.35, "text": "Usually, when I have an idea, I have one core feature, but then a bunch of optional supporting features that I want to add on to it." } ], "speaker": 0, "start": 380.89502 }, { "end": 435.78, "num_words": 103, "sentences": [ { "end": 418.83002, "start": 410.235, "text": "Avoid the temptation to ship a whole bunch of features all at once, instead focus on the core problem to get an MVP out there quickly and some real users who can validate the idea." }, { "end": 421.45, "start": 418.89, "text": "Software development almost never goes according to plan." }, { "end": 427.095, "start": 421.45, "text": "The end result ends up looking different than the initial vision because it's really hard to predict what the end user actually wants." }, { "end": 430.835, "start": 427.155, "text": "Build something lean and focused, get a user, and then build up an empire from there." }, { "end": 435.78, "start": 430.835, "text": "You can also launch on websites like Product Hunt You further validate if people are actually interested in what you're offering." } ], "speaker": 0, "start": 410.235 }, { "end": 461.785, "num_words": 113, "sentences": [ { "end": 440.6, "start": 435.78, "text": "From a technical standpoint, it's usually a good idea to build apps that have as little friction as possible." }, { "end": 446.975, "start": 440.66, "text": "Like with Firebase, I might start with anonymous authentication, so the user doesn't have to enter an email to start using the main features." }, { "end": 450.89502, "start": 446.975, "text": "Then at some later point after they've enjoyed using the app, they can upgrade to a full account." }, { "end": 456.72998, "start": 450.89502, "text": "If If I had a nickel for every time I decided not to use an app just because it had a sign in form, I would have a shitload of nickels." }, { "end": 461.785, "start": 456.78998, "text": "But the bottom line is to try to keep your app minimal, free, and frictionless, list, especially in the early game." } ], "speaker": 0, "start": 435.78 }, { "end": 485.28, "num_words": 100, "sentences": [ { "end": 465.865, "start": 461.785, "text": "Don't even worry about making money, just focus aggressively on making people's lives better." }, { "end": 471.96, "start": 465.865, "text": "In the mid game, after you have a customer base, you can start adding all extra features that your customers want, and charge money for them accordingly." }, { "end": 476.595, "start": 471.96, "text": "And then finally in the late game, you can lobby the government for regulations to crush all the smaller competition." }, { "end": 483.335, "start": 476.915, "text": "Now the final thing I want to say is that even if your side hustle fails like most of them do, you'll have gained a lot by grinding through this process." }, { "end": 485.28, "start": 483.475, "text": "You'll have some new contacts in your rolodex." } ], "speaker": 0, "start": 461.785 }, { "end": 505.26556, "num_words": 91, "sentences": [ { "end": 487.65997, "start": 485.41998, "text": "You'll have a small community of people pulling for you." }, { "end": 491.41998, "start": 487.65997, "text": "You'll have a cool project on your portfolio that can help you get a regular developer job." }, { "end": 494.945, "start": 491.41998, "text": "You'll have a bunch of reusable code that you can use for your next failed project." }, { "end": 502.60556, "start": 494.945, "text": "You'll have a more lean bank account, and finally, you'll have the pride in knowing that you took a risk and tried something that many people dream about, but most are too afraid to ever try." }, { "end": 505.26556, "start": 502.60556, "text": "Thanks for watching, and I will see you in the next one." } ], "speaker": 0, "start": 485.41998 } ], "transcript": "\nSpeaker 0: This isn't the video I wanted to make today. I thought it was going to be about how I bought a catamaran, quit YouTube, and started sailing around the world. Unfortunately though, reality has deviated from my projections. Despite getting 3,121 free tier sign ups and selling 1,000,000 100,000 tokens with $0 in infrastructure cost, thanks to the high risk free tier and a gross profit of $75.90, my side hustle is still failing. And if we can't turn the ship around soon, I'm going to have to take it behind the barn.\n\nI'd expect anyone in this unit to do the same for me. In today's video, we'll look at everything that's gone wrong so far, but but more importantly, look at a variety of strategies that you can use to validate ideas and not things up. First of all though, why is my side hustle failing? I made a 75.9 dollar profit in the 1st day, which extrapolates to $27,000 in annual cash flow. In addition, the business runs on autopilot, and I haven't had to touch the code since it went live.\n\nThat's great, and I'll likely keep it running indefinitely from here as a zombie project, but here's why I'm not very optimistic. My conversion rate was only 0.3%. That means I need to get 300 free users to sign up just to get one paid user who's only paying $6.90. I'm able to be profitable in the short term because I have this YouTube channel that's like a gravy train with biscuit wheels, but I've already used up that ace in the hole. I've only had 2 additional sales after the initial launch.\n\nIf I wanna keep pursuing this business, I need to either invest a lot of my own time into organic marketing or pay a friendly company like Google or Meta an absurd amount of money to appear on their platform. It depends on the industry, but it can cost 100 of dollars just to get one conversion. If you have a product that has a very high lifetime value, it can definitely be worth it to pay for advertising because if you can pay for ads while still being profitable, then there's really no reason not to. In my case, though, my product only costs $6.90, which would put me deep in the red with paid ads. But the one thing that's more valuable Money is your time, and I don't wanna spend my time standing on the corner twirling a sign for the side hustle.\n\nBehind almost every successful small business is an extremely passionate and driven founder. If you're going to try, go all the way. Otherwise, don't even start. This could mean losing girlfriends, wives, relatives, maybe even your mind. It could not eating for 3 or 4 days.\n\nIt could mean freezing on a park bench. It could mean jail. It could mean derision. It could mean mockery, isolation. Isolation is the gift.\n\nAll the others They're just a test of your endurance, of how much you really want to do it. And you'll do it, despite rejection and the worst odds, and it will be better than anything else you can imagine. If you're going Shry, go all the way. There's no other feeling like that. You will be alone with the gods, and the nights will flame with fire.\n\nYou will ride life straight to perfect after. It's the only good fight there is. If that Bukowski poem doesn't describe how you feel about your project, then it might not be worth your time. If I'm being totally honest with myself, I'd much Rather spend my time making content on Fire Ship than I would trying to build up this half assed voice cloning tool. That being said, what could I have done differently to make this project more successful?\n\nWell, First of all, I only spent 2 days building it, it's not responsive, and has a terrible landing page. Any meaningful minimum viable project will take a lot longer this to develop, even when using a highly optimized tech stack like the it or suck it stack. Instead of using IBM Carbon as the design system, I'd spend more time creating a unique custom design and have a much more powerful call to action on the home page. And I should do a better job describing what the product is in just a few words. In addition, you wanna use some kind of analytics to understand how your users are behaving because they're likely using your app in ways you never expected.\n\nLike, Firebase itself was originally Supposed to be a chat widget kind of like intercom, but they found that developers were putting all kinds of random stuff in it, so they decided to pivot to a real time database. Then a few Few years later it's acquired by Google, making them rich beyond their wildest dreams. The founders made their own luck just like Tarantino. To really optimize things, you should look at analytics, then do some AB testing with a small subset of users before you invest in a huge launch. And that's especially important if you pay for ads then you really need to optimize that conversion rate, but we're getting ahead of ourselves.\n\nThe big question is how do you even come up with an idea for a side hustle, and then more importantly, validate it? Good ideas are easy to come by. The problem is that there's a 100,000,000,000 people in the world if you include the outer lands beyond the ice wall, and somebody out there is likely already a millionaire with your idea. The fact That someone is already executing your idea is actually a great way to get some early validation. Big companies like Meta do this all the time by stealing features from smaller applications.\n\nIn fact, It's a good sign that someone's already doing your idea. You just need to figure out what they're doing wrong or narrow down your target to find a segment of the market where you could doing things better. In fact, that's been my approach to this YouTube channel. When I started, there were already millions of JavaScript tutorials. You might even call it an over saturated market, but I saw an opportunity to create shorter, faster content that I thought developers like me would like.\n\nJust look at a company like Figma. They built a design product that was really only slightly different than things offered by Adobe at the time, but they addressed the most common pain points and made a product that people love. A few years later, Adobe acquires them for $20,000,000,000 just so they could make the product suck again. Now once you have the general idea of what you want to build, another way to validate it is you build in public, and by that I mean get on social media and tell the world what you're building before you even build it. What you'll find is that there's a lot of other indie makers doing the same thing that will support you and provide feedback.\n\nOh, and by the way, make sure to also follow me on Twitter because I'll be posting extra video content there soon. That's great and all, but what you really need to do is validate the idea with your core audience. One product everybody hates but still pays a $100 a year for is Microsoft Word. What you can do is find real people or micro influencers on social media who use this product, but understand its pain points. Follow these people, like their posts, and engage with them on social media.\n\nOnce you've gained their trust, you can then reach out with a direct message that's like, hey, I saw you hate Microsoft Word. I'm developing this new product that solves x and y pain points. Do you want to be the first one to check it out when it's ready? This is highly surgical direct marketing, but it's also highly effective. And people use it on me for their tech products, and it works.\n\nBecause, honestly, it's a win win. If you're creating something that can make my life better, I'd like to know about it, but I'm by not going to click on one of your ads. If you get a lot of people excited, that means you're probably on to something, but the reality is that rejection is very common, and you might get rejected a bunch of times even if you Have a good idea. So another way to validate your idea is to get a bunch of people to sign up for it before you even build it. You'll see startups do this all the time with wait list.\n\nWhat they'll do is focus on marketing first, put together a bunch of promises, and then build up an email list that they can engage with in the future. Do not underestimate the power of an email list. Nobody's going to sign up for an email list unless they truly want what you're selling. On top of that, once you have an email list, you can use it to invite people to a Discord rover, and from there, you're directly engaging with your target customers. You can even give them early access in exchange for feedback about what works and what doesn't.\n\nIt's way easier to validate ideas when you have a bunch of collaborators who see the value in your ideas. Then as you start actually delivering on your idea, this community will help promote the project because as you created something that adds value to people's lives. It's a win win for everybody. Sam Altman of Y Combinator and OpenAI said the single most important thing in a startup is to create a product So good that people will tell their friends about it, but you won't know if you have a good product until you actually build it. Usually, when I have an idea, I have one core feature, but then a bunch of optional supporting features that I want to add on to it.\n\nAvoid the temptation to ship a whole bunch of features all at once, instead focus on the core problem to get an MVP out there quickly and some real users who can validate the idea. Software development almost never goes according to plan. The end result ends up looking different than the initial vision because it's really hard to predict what the end user actually wants. Build something lean and focused, get a user, and then build up an empire from there. You can also launch on websites like Product Hunt You further validate if people are actually interested in what you're offering.\n\nFrom a technical standpoint, it's usually a good idea to build apps that have as little friction as possible. Like with Firebase, I might start with anonymous authentication, so the user doesn't have to enter an email to start using the main features. Then at some later point after they've enjoyed using the app, they can upgrade to a full account. If If I had a nickel for every time I decided not to use an app just because it had a sign in form, I would have a shitload of nickels. But the bottom line is to try to keep your app minimal, free, and frictionless, list, especially in the early game.\n\nDon't even worry about making money, just focus aggressively on making people's lives better. In the mid game, after you have a customer base, you can start adding all extra features that your customers want, and charge money for them accordingly. And then finally in the late game, you can lobby the government for regulations to crush all the smaller competition. Now the final thing I want to say is that even if your side hustle fails like most of them do, you'll have gained a lot by grinding through this process. You'll have some new contacts in your rolodex.\n\nYou'll have a small community of people pulling for you. You'll have a cool project on your portfolio that can help you get a regular developer job. You'll have a bunch of reusable code that you can use for your next failed project. You'll have a more lean bank account, and finally, you'll have the pride in knowing that you took a risk and tried something that many people dream about, but most are too afraid to ever try. Thanks for watching, and I will see you in the next one." }, "summaries": null, "topics": [ { "end_word": 74, "start_word": 0, "text": "This isn't the video I wanted to make today. I thought it was going to be about how I bought a catamaran, quit YouTube, and started sailing around the world. Unfortunately though, reality has deviated from my projections. Despite getting 3,121 free tier sign ups and selling 1,000,000 100,000 tokens with $0 in infrastructure cost, thanks to the high risk free tier and a gross profit of $75.90, my side hustle is still failing.", "topics": [ { "confidence": 0.1751512, "topic": "youtube" } ] }, { "end_word": 105, "start_word": 74, "text": "And if we can't turn the ship around soon, I'm going to have to take it behind the barn. I'd expect anyone in this unit to do the same for me.", "topics": [] }, { "end_word": 207, "start_word": 105, "text": "In today's video, we'll look at everything that's gone wrong so far, but but more importantly, look at a variety of strategies that you can use to validate ideas and not things up. First of all though, why is my side hustle failing? I made a 75.9 dollar profit in the 1st day, which extrapolates to $27,000 in annual cash flow. In addition, the business runs on autopilot, and I haven't had to touch the code since it went live. That's great, and I'll likely keep it running indefinitely from here as a zombie project, but here's why I'm not very optimistic.", "topics": [ { "confidence": 0.08208824, "topic": "earnings" }, { "confidence": 0.07801793, "topic": "economics" }, { "confidence": 0.04195865, "topic": "sales" }, { "confidence": 0.020560764, "topic": "revenue" }, { "confidence": 0.006390809, "topic": "finance" } ] }, { "end_word": 437, "start_word": 207, "text": "My conversion rate was only 0.3%. That means I need to get 300 free users to sign up just to get one paid user who's only paying $6.90. I'm able to be profitable in the short term because I have this YouTube channel that's like a gravy train with biscuit wheels, but I've already used up that ace in the hole. I've only had 2 additional sales after the initial launch. If I wanna keep pursuing this business, I need to either invest a lot of my own time into organic marketing or pay a friendly company like Google or Meta an absurd amount of money to appear on their platform. It depends on the industry, but it can cost 100 of dollars just to get one conversion. If you have a product that has a very high lifetime value, it can definitely be worth it to pay for advertising because if you can pay for ads while still being profitable, then there's really no reason not to. In my case, though, my product only costs $6.90, which would put me deep in the red with paid ads. But the one thing that's more valuable Money is your time, and I don't wanna spend my time standing on the corner twirling a sign for the side hustle. Behind almost every successful small business is an extremely passionate and driven founder.", "topics": [ { "confidence": 0.5583316, "topic": "marketing" }, { "confidence": 0.5042763, "topic": "sales" }, { "confidence": 0.38184536, "topic": "business" }, { "confidence": 0.3549105, "topic": "advertising" }, { "confidence": 0.19309156, "topic": "commerce" }, { "confidence": 0.05609293, "topic": "youtube" }, { "confidence": 0.054875467, "topic": "revenue" }, { "confidence": 0.0488596, "topic": "customers" }, { "confidence": 0.03613682, "topic": "customer support" }, { "confidence": 0.008513652, "topic": "purchasing" } ] }, { "end_word": 478, "start_word": 437, "text": "If you're going to try, go all the way. Otherwise, don't even start. This could mean losing girlfriends, wives, relatives, maybe even your mind. It could not eating for 3 or 4 days. It could mean freezing on a park bench.", "topics": [] }, { "end_word": 535, "start_word": 478, "text": "It could mean jail. It could mean derision. It could mean mockery, isolation. Isolation is the gift. All the others They're just a test of your endurance, of how much you really want to do it. And you'll do it, despite rejection and the worst odds, and it will be better than anything else you can imagine.", "topics": [ { "confidence": 0.024138484, "topic": "prison" } ] }, { "end_word": 543, "start_word": 535, "text": "If you're going Shry, go all the way.", "topics": [] }, { "end_word": 629, "start_word": 543, "text": "There's no other feeling like that. You will be alone with the gods, and the nights will flame with fire. You will ride life straight to perfect after. It's the only good fight there is. If that Bukowski poem doesn't describe how you feel about your project, then it might not be worth your time. If I'm being totally honest with myself, I'd much Rather spend my time making content on Fire Ship than I would trying to build up this half assed voice cloning tool.", "topics": [ { "confidence": 0.03933303, "topic": "poetry" }, { "confidence": 0.011618959, "topic": "fiction" }, { "confidence": 0.008868839, "topic": "gods" } ] }, { "end_word": 664, "start_word": 629, "text": "That being said, what could I have done differently to make this project more successful? Well, First of all, I only spent 2 days building it, it's not responsive, and has a terrible landing page.", "topics": [] }, { "end_word": 806, "start_word": 664, "text": "Any meaningful minimum viable project will take a lot longer this to develop, even when using a highly optimized tech stack like the it or suck it stack. Instead of using IBM Carbon as the design system, I'd spend more time creating a unique custom design and have a much more powerful call to action on the home page. And I should do a better job describing what the product is in just a few words. In addition, you wanna use some kind of analytics to understand how your users are behaving because they're likely using your app in ways you never expected. Like, Firebase itself was originally Supposed to be a chat widget kind of like intercom, but they found that developers were putting all kinds of random stuff in it, so they decided to pivot to a real time database.", "topics": [ { "confidence": 0.08254283, "topic": "home improvement" }, { "confidence": 0.017302027, "topic": "graphic design" }, { "confidence": 0.008441282, "topic": "computer science" } ] }, { "end_word": 1074, "start_word": 806, "text": "Then a few Few years later it's acquired by Google, making them rich beyond their wildest dreams. The founders made their own luck just like Tarantino. To really optimize things, you should look at analytics, then do some AB testing with a small subset of users before you invest in a huge launch. And that's especially important if you pay for ads then you really need to optimize that conversion rate, but we're getting ahead of ourselves. The big question is how do you even come up with an idea for a side hustle, and then more importantly, validate it? Good ideas are easy to come by. The problem is that there's a 100,000,000,000 people in the world if you include the outer lands beyond the ice wall, and somebody out there is likely already a millionaire with your idea. The fact That someone is already executing your idea is actually a great way to get some early validation. Big companies like Meta do this all the time by stealing features from smaller applications. In fact, It's a good sign that someone's already doing your idea. You just need to figure out what they're doing wrong or narrow down your target to find a segment of the market where you could doing things better. In fact, that's been my approach to this YouTube channel. When I started, there were already millions of JavaScript tutorials. You might even call it an over saturated market, but I saw an opportunity to create shorter, faster content that I thought developers like me would like. Just look at a company like Figma.", "topics": [ { "confidence": 0.97032756, "topic": "youtube" }, { "confidence": 0.93532056, "topic": "google" }, { "confidence": 0.07609168, "topic": "artificial intelligence" }, { "confidence": 0.074834116, "topic": "advertising" }, { "confidence": 0.049006727, "topic": "machine learning" }, { "confidence": 0.043821886, "topic": "video gaming" }, { "confidence": 0.031425685, "topic": "investing" }, { "confidence": 0.027171893, "topic": "patents" }, { "confidence": 0.018341603, "topic": "marketing" }, { "confidence": 0.018214013, "topic": "intellectual property" }, { "confidence": 0.0056516784, "topic": "streaming" } ] }, { "end_word": 1108, "start_word": 1074, "text": "They built a design product that was really only slightly different than things offered by Adobe at the time, but they addressed the most common pain points and made a product that people love.", "topics": [] }, { "end_word": 1170, "start_word": 1108, "text": "A few years later, Adobe acquires them for $20,000,000,000 just so they could make the product suck again. Now once you have the general idea of what you want to build, another way to validate it is you build in public, and by that I mean get on social media and tell the world what you're building before you even build it.", "topics": [ { "confidence": 0.008433716, "topic": "intellectual property" } ] }, { "end_word": 1249, "start_word": 1170, "text": "What you'll find is that there's a lot of other indie makers doing the same thing that will support you and provide feedback. Oh, and by the way, make sure to also follow me on Twitter because I'll be posting extra video content there soon. That's great and all, but what you really need to do is validate the idea with your core audience. One product everybody hates but still pays a $100 a year for is Microsoft Word.", "topics": [] }, { "end_word": 1433, "start_word": 1249, "text": "What you can do is find real people or micro influencers on social media who use this product, but understand its pain points. Follow these people, like their posts, and engage with them on social media. Once you've gained their trust, you can then reach out with a direct message that's like, hey, I saw you hate Microsoft Word. I'm developing this new product that solves x and y pain points. Do you want to be the first one to check it out when it's ready? This is highly surgical direct marketing, but it's also highly effective. And people use it on me for their tech products, and it works. Because, honestly, it's a win win. If you're creating something that can make my life better, I'd like to know about it, but I'm by not going to click on one of your ads. If you get a lot of people excited, that means you're probably on to something, but the reality is that rejection is very common, and you might get rejected a bunch of times even if you Have a good idea.", "topics": [ { "confidence": 0.5681685, "topic": "social media" }, { "confidence": 0.10416342, "topic": "advertising" }, { "confidence": 0.018965123, "topic": "marketing" }, { "confidence": 0.014182443, "topic": "surgery" }, { "confidence": 0.013960826, "topic": "microsoft" } ] }, { "end_word": 1468, "start_word": 1433, "text": "So another way to validate your idea is to get a bunch of people to sign up for it before you even build it. You'll see startups do this all the time with wait list.", "topics": [] }, { "end_word": 1669, "start_word": 1468, "text": "What they'll do is focus on marketing first, put together a bunch of promises, and then build up an email list that they can engage with in the future. Do not underestimate the power of an email list. Nobody's going to sign up for an email list unless they truly want what you're selling. On top of that, once you have an email list, you can use it to invite people to a Discord rover, and from there, you're directly engaging with your target customers. You can even give them early access in exchange for feedback about what works and what doesn't. It's way easier to validate ideas when you have a bunch of collaborators who see the value in your ideas. Then as you start actually delivering on your idea, this community will help promote the project because as you created something that adds value to people's lives. It's a win win for everybody. Sam Altman of Y Combinator and OpenAI said the single most important thing in a startup is to create a product So good that people will tell their friends about it, but you won't know if you have a good product until you actually build it.", "topics": [ { "confidence": 0.77915555, "topic": "email" }, { "confidence": 0.11548591, "topic": "customer support" }, { "confidence": 0.043013092, "topic": "marketing" }, { "confidence": 0.037274268, "topic": "advertising" }, { "confidence": 0.028065113, "topic": "customers" }, { "confidence": 0.018784598, "topic": "technology" } ] }, { "end_word": 1696, "start_word": 1669, "text": "Usually, when I have an idea, I have one core feature, but then a bunch of optional supporting features that I want to add on to it.", "topics": [] }, { "end_word": 1818, "start_word": 1696, "text": "Avoid the temptation to ship a whole bunch of features all at once, instead focus on the core problem to get an MVP out there quickly and some real users who can validate the idea. Software development almost never goes according to plan. The end result ends up looking different than the initial vision because it's really hard to predict what the end user actually wants. Build something lean and focused, get a user, and then build up an empire from there. You can also launch on websites like Product Hunt You further validate if people are actually interested in what you're offering. From a technical standpoint, it's usually a good idea to build apps that have as little friction as possible.", "topics": [ { "confidence": 0.95580024, "topic": "software development" }, { "confidence": 0.61341625, "topic": "software" }, { "confidence": 0.008904316, "topic": "artificial intelligence" } ] }, { "end_word": 1891, "start_word": 1818, "text": "Like with Firebase, I might start with anonymous authentication, so the user doesn't have to enter an email to start using the main features. Then at some later point after they've enjoyed using the app, they can upgrade to a full account. If If I had a nickel for every time I decided not to use an app just because it had a sign in form, I would have a shitload of nickels.", "topics": [] }, { "end_word": 2004, "start_word": 1891, "text": "But the bottom line is to try to keep your app minimal, free, and frictionless, list, especially in the early game. Don't even worry about making money, just focus aggressively on making people's lives better. In the mid game, after you have a customer base, you can start adding all extra features that your customers want, and charge money for them accordingly. And then finally in the late game, you can lobby the government for regulations to crush all the smaller competition. Now the final thing I want to say is that even if your side hustle fails like most of them do, you'll have gained a lot by grinding through this process.", "topics": [ { "confidence": 0.69156814, "topic": "games" }, { "confidence": 0.3322534, "topic": "customers" }, { "confidence": 0.2851415, "topic": "gambling" }, { "confidence": 0.07951797, "topic": "marketing" }, { "confidence": 0.018436547, "topic": "customer support" } ] }, { "end_word": 2103, "start_word": 2004, "text": "You'll have some new contacts in your rolodex. You'll have a small community of people pulling for you. You'll have a cool project on your portfolio that can help you get a regular developer job. You'll have a bunch of reusable code that you can use for your next failed project. You'll have a more lean bank account, and finally, you'll have the pride in knowing that you took a risk and tried something that many people dream about, but most are too afraid to ever try. Thanks for watching, and I will see you in the next one.", "topics": [] } ], "transcript": "This isn't the video I wanted to make today. I thought it was going to be about how I bought a catamaran, quit YouTube, and started sailing around the world. Unfortunately though, reality has deviated from my projections. Despite getting 3,121 free tier sign ups and selling 1,000,000 100,000 tokens with $0 in infrastructure cost, thanks to the high risk free tier and a gross profit of $75.90, my side hustle is still failing. And if we can't turn the ship around soon, I'm going to have to take it behind the barn. I'd expect anyone in this unit to do the same for me. In today's video, we'll look at everything that's gone wrong so far, but but more importantly, look at a variety of strategies that you can use to validate ideas and not things up. First of all though, why is my side hustle failing? I made a 75.9 dollar profit in the 1st day, which extrapolates to $27,000 in annual cash flow. In addition, the business runs on autopilot, and I haven't had to touch the code since it went live. That's great, and I'll likely keep it running indefinitely from here as a zombie project, but here's why I'm not very optimistic. My conversion rate was only 0.3%. That means I need to get 300 free users to sign up just to get one paid user who's only paying $6.90. I'm able to be profitable in the short term because I have this YouTube channel that's like a gravy train with biscuit wheels, but I've already used up that ace in the hole. I've only had 2 additional sales after the initial launch. If I wanna keep pursuing this business, I need to either invest a lot of my own time into organic marketing or pay a friendly company like Google or Meta an absurd amount of money to appear on their platform. It depends on the industry, but it can cost 100 of dollars just to get one conversion. If you have a product that has a very high lifetime value, it can definitely be worth it to pay for advertising because if you can pay for ads while still being profitable, then there's really no reason not to. In my case, though, my product only costs $6.90, which would put me deep in the red with paid ads. But the one thing that's more valuable Money is your time, and I don't wanna spend my time standing on the corner twirling a sign for the side hustle. Behind almost every successful small business is an extremely passionate and driven founder. If you're going to try, go all the way. Otherwise, don't even start. This could mean losing girlfriends, wives, relatives, maybe even your mind. It could not eating for 3 or 4 days. It could mean freezing on a park bench. It could mean jail. It could mean derision. It could mean mockery, isolation. Isolation is the gift. All the others They're just a test of your endurance, of how much you really want to do it. And you'll do it, despite rejection and the worst odds, and it will be better than anything else you can imagine. If you're going Shry, go all the way. There's no other feeling like that. You will be alone with the gods, and the nights will flame with fire. You will ride life straight to perfect after. It's the only good fight there is. If that Bukowski poem doesn't describe how you feel about your project, then it might not be worth your time. If I'm being totally honest with myself, I'd much Rather spend my time making content on Fire Ship than I would trying to build up this half assed voice cloning tool. That being said, what could I have done differently to make this project more successful? Well, First of all, I only spent 2 days building it, it's not responsive, and has a terrible landing page. Any meaningful minimum viable project will take a lot longer this to develop, even when using a highly optimized tech stack like the it or suck it stack. Instead of using IBM Carbon as the design system, I'd spend more time creating a unique custom design and have a much more powerful call to action on the home page. And I should do a better job describing what the product is in just a few words. In addition, you wanna use some kind of analytics to understand how your users are behaving because they're likely using your app in ways you never expected. Like, Firebase itself was originally Supposed to be a chat widget kind of like intercom, but they found that developers were putting all kinds of random stuff in it, so they decided to pivot to a real time database. Then a few Few years later it's acquired by Google, making them rich beyond their wildest dreams. The founders made their own luck just like Tarantino. To really optimize things, you should look at analytics, then do some AB testing with a small subset of users before you invest in a huge launch. And that's especially important if you pay for ads then you really need to optimize that conversion rate, but we're getting ahead of ourselves. The big question is how do you even come up with an idea for a side hustle, and then more importantly, validate it? Good ideas are easy to come by. The problem is that there's a 100,000,000,000 people in the world if you include the outer lands beyond the ice wall, and somebody out there is likely already a millionaire with your idea. The fact That someone is already executing your idea is actually a great way to get some early validation. Big companies like Meta do this all the time by stealing features from smaller applications. In fact, It's a good sign that someone's already doing your idea. You just need to figure out what they're doing wrong or narrow down your target to find a segment of the market where you could doing things better. In fact, that's been my approach to this YouTube channel. When I started, there were already millions of JavaScript tutorials. You might even call it an over saturated market, but I saw an opportunity to create shorter, faster content that I thought developers like me would like. Just look at a company like Figma. They built a design product that was really only slightly different than things offered by Adobe at the time, but they addressed the most common pain points and made a product that people love. A few years later, Adobe acquires them for $20,000,000,000 just so they could make the product suck again. Now once you have the general idea of what you want to build, another way to validate it is you build in public, and by that I mean get on social media and tell the world what you're building before you even build it. What you'll find is that there's a lot of other indie makers doing the same thing that will support you and provide feedback. Oh, and by the way, make sure to also follow me on Twitter because I'll be posting extra video content there soon. That's great and all, but what you really need to do is validate the idea with your core audience. One product everybody hates but still pays a $100 a year for is Microsoft Word. What you can do is find real people or micro influencers on social media who use this product, but understand its pain points. Follow these people, like their posts, and engage with them on social media. Once you've gained their trust, you can then reach out with a direct message that's like, hey, I saw you hate Microsoft Word. I'm developing this new product that solves x and y pain points. Do you want to be the first one to check it out when it's ready? This is highly surgical direct marketing, but it's also highly effective. And people use it on me for their tech products, and it works. Because, honestly, it's a win win. If you're creating something that can make my life better, I'd like to know about it, but I'm by not going to click on one of your ads. If you get a lot of people excited, that means you're probably on to something, but the reality is that rejection is very common, and you might get rejected a bunch of times even if you Have a good idea. So another way to validate your idea is to get a bunch of people to sign up for it before you even build it. You'll see startups do this all the time with wait list. What they'll do is focus on marketing first, put together a bunch of promises, and then build up an email list that they can engage with in the future. Do not underestimate the power of an email list. Nobody's going to sign up for an email list unless they truly want what you're selling. On top of that, once you have an email list, you can use it to invite people to a Discord rover, and from there, you're directly engaging with your target customers. You can even give them early access in exchange for feedback about what works and what doesn't. It's way easier to validate ideas when you have a bunch of collaborators who see the value in your ideas. Then as you start actually delivering on your idea, this community will help promote the project because as you created something that adds value to people's lives. It's a win win for everybody. Sam Altman of Y Combinator and OpenAI said the single most important thing in a startup is to create a product So good that people will tell their friends about it, but you won't know if you have a good product until you actually build it. Usually, when I have an idea, I have one core feature, but then a bunch of optional supporting features that I want to add on to it. Avoid the temptation to ship a whole bunch of features all at once, instead focus on the core problem to get an MVP out there quickly and some real users who can validate the idea. Software development almost never goes according to plan. The end result ends up looking different than the initial vision because it's really hard to predict what the end user actually wants. Build something lean and focused, get a user, and then build up an empire from there. You can also launch on websites like Product Hunt You further validate if people are actually interested in what you're offering. From a technical standpoint, it's usually a good idea to build apps that have as little friction as possible. Like with Firebase, I might start with anonymous authentication, so the user doesn't have to enter an email to start using the main features. Then at some later point after they've enjoyed using the app, they can upgrade to a full account. If If I had a nickel for every time I decided not to use an app just because it had a sign in form, I would have a shitload of nickels. But the bottom line is to try to keep your app minimal, free, and frictionless, list, especially in the early game. Don't even worry about making money, just focus aggressively on making people's lives better. In the mid game, after you have a customer base, you can start adding all extra features that your customers want, and charge money for them accordingly. And then finally in the late game, you can lobby the government for regulations to crush all the smaller competition. Now the final thing I want to say is that even if your side hustle fails like most of them do, you'll have gained a lot by grinding through this process. You'll have some new contacts in your rolodex. You'll have a small community of people pulling for you. You'll have a cool project on your portfolio that can help you get a regular developer job. You'll have a bunch of reusable code that you can use for your next failed project. You'll have a more lean bank account, and finally, you'll have the pride in knowing that you took a risk and tried something that many people dream about, but most are too afraid to ever try. Thanks for watching, and I will see you in the next one.", "translations": null, "words": [ { "confidence": 0.8671875, "end": 0.32, "punctuated_word": "This", "speaker": 0, "speaker_confidence": 0.6855469, "start": 0.16, "word": "this" }, { "confidence": 1, "end": 0.48, "punctuated_word": "isn't", "speaker": 0, "speaker_confidence": 0.6855469, "start": 0.32, "word": "isn't" }, { "confidence": 0.99902344, "end": 0.64, "punctuated_word": "the", "speaker": 0, "speaker_confidence": 0.6855469, "start": 0.48, "word": "the" }, { "confidence": 1, "end": 0.96, "punctuated_word": "video", "speaker": 0, "speaker_confidence": 0.6855469, "start": 0.64, "word": "video" }, { "confidence": 0.9970703, "end": 1.04, "punctuated_word": "I", "speaker": 0, "speaker_confidence": 0.6855469, "start": 0.96, "word": "i" }, { "confidence": 0.99902344, "end": 1.36, "punctuated_word": "wanted", "speaker": 0, "speaker_confidence": 0.6855469, "start": 1.04, "word": "wanted" }, { "confidence": 1, "end": 1.52, 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They suggest using analytics and AB testing before investing in a big launch, optimizing conversion rates, narrowing target segments, and reaching out to micro influencers. They also advise against shipping too many features at once and building a minimal, frictionless, and lean bank account, emphasizing the importance of making one's own product and building a pipeline of potential projects." }, "utterances": null } }

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}, { "end": 278.61, "start": 274.21, "text": "Can I did that for about an hour, so I could go have a nice healthy and relaxing lunch at Arby's?" }, { "end": 283.83, "start": 278.61, "text": "I left a message from the official FireShip account explaining that the chat had been disabled due to extreme toxicity." }, { "end": 295.68, "start": 283.88998, "text": "As as I sat down and began to enjoy my roast beef sandwich and curly fries, I went in to double check the chat and found that Toshimichi 17 before found an exploit to overwrite my message in addition to any other user in the chat." } ], "speaker": 0, "start": 265.87 }, { "end": 323.73502, "num_words": 109, "sentences": [ { "end": 305.20502, "start": 295.68, "text": "This is my fault for not defining robust security rules, but all I could do was sit there and cry came while eating my strawberries and cream fried pie, now available for a limited time at participating restaurants." }, { "end": 312.88998, "start": 305.265, "text": "Now 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], "transcript": "\nSpeaker 0: A few days ago, I built a next gen Discord killer with pocket base and Svelte. It was an amazing experience for about 3 minutes, but then you guys completely destroyed it by spamming it with the most deranged comments I've ever seen on the Internet. I initially started with a $5 Linux server. Its usage quickly shot up to 100 consent, so I resized it to 4 cores. That wasn't nearly enough juice either, and all 4 cores quickly became overwhelmed.\n\nAnd this is why we can't have nice things on this channel. The primary person to blame for all this is me, the developer. I built it with bad security practices by design just to see what would happen. Funny do bad things. Luckily, I live in America, so I can't go to jail for the horrible things you guys said, unlike other countries, but nobody wants to use an app that can be spammed by an unlimited amount of hate speech profanity.\n\nThis is a major problem when building any kind of app with user generated data. In today's video, we'll break down all the problems my app had had and talk about tools and techniques you can use to mitigate these issues in your own projects. The first problem is that people were using profanity even though I told them not to. They didn't listen. Your language is convinced them.\n\nI thought this might happen, so I implemented a pooping system where if a comment gets pooped on 5 times, it gets removed from the UI. I've seen this feature on other platforms like can odyssey where you can slime a comment to death. And I think it's a good idea, but it doesn't really work for a chat where the messages are moving at a 100 miles an It can also be hijacked by the bad guys to poop down all the comments that are actually good. So the next thing I did, which is really easy to implement, is just a bad word filter directly in the front end code. That means the app can't display words like, f f f balls, and so on.\n\nYou can also do filtering like this on the back end can before that data ever goes to your database, but it's impossible to catch everything with regular expressions. The trolls will find ways to say bad words with alternative characters characters that bypass your filters. In modern times though, artificial intelligence is starting to take over this job. Google developed perspective which can detect if something is an insult or some variation of profanity, and they use tools like this at scale to keep the worst of the worst comments off of YouTube. Bad words are one problem, but an even bigger problem is when one person creates a script that automatically signs up new users and they all start spamming the same horrible messages cuss 100 of times per second.\n\nIn my chat app, all you need is a username and password to sign up, but that's not nearly enough friction for any real world application. At the very least, you should require an email and have that user verify the email before they start posting messages. Pocketbase has a built in email system that can handle this step for you. Then you can check the verified status and security rules for messages. That's a step in the right direction, but it's still not perfect.\n\nIt's not hard to verify a burner email. That's why nowadays, you see almost all large scale applications requiring multi factor where a user also needs to verify a phone number with a text message or via an authenticator app to do anything important. This can also be faked, but it's way more difficult. Still though, someone could register with a burner phone, and once again spam the chat with horrible messages. Another step you can take is to verify that the person on the front end is an actual human.\n\nCan By implementing a CAPTCHA, that in theory can only be solved by a real human. Google's reCAPTCHA is the most popular option, but Cloud Flutter also now has a free alternative called turnstyle, and either option can help validate that requests are actually coming from a human inside your app. If you're a Firebase user, this is actually built into the platform with a tool called App Check, which has saved my ass multiple times. That can help with bots, but it's not going to stop some deranged lunatic or someone from the FBI social media team from posting awful messages as a legitimate human being. Another step you'll wanna take is to implement rate limiting on the back end.\n\nThis prevents one single could use her from submitting too many requests within a given time period. A human can only do so much, and if you see an account breaking past that threshold, then you just shut cut off for a while. Now the final thing I wanna talk about is problems scaling the infrastructure. Normally on this channel, we use serverless tools that can scale infinitely in the cloud without any regard for your wallet. This video was unique because we hosted the entirety of the back end that includes the rest API, the admin dashboard, and the database can sell on a $5 Linux server.\n\nIn just one day, over 300,000 messages were created, and Pocketbase also recorded millions of logging records to go along with all the requests to the API. The pocket based creator left a really nice comment on that video explaining some improvements we could make, like creasing the open file limit to get the real time connections to scale better. Also, keep in mind that pocket base is a very early stage project that hasn't even hit 1 point o yet. Overall, I'm extremely impressed at how it scaled with its limited resources and thousands of real time connections. The front end app got really laggy can just do to the fire hose of messages, and the admin app also froze up a couple of times when I tried to delete some of the worst users and messages.\n\nBut the the dashboard never crashed completely and I could always access the data there. Most importantly, I could always update the rules to globally disable new message creation. Can I did that for about an hour, so I could go have a nice healthy and relaxing lunch at Arby's? I left a message from the official FireShip account explaining that the chat had been disabled due to extreme toxicity. As as I sat down and began to enjoy my roast beef sandwich and curly fries, I went in to double check the chat and found that Toshimichi 17 before found an exploit to overwrite my message in addition to any other user in the chat.\n\nThis is my fault for not defining robust security rules, but all I could do was sit there and cry came while eating my strawberries and cream fried pie, now available for a limited time at participating restaurants. Now even though you guys were able to overwhelm and totally wreck I don't feel ashamed or humiliated for this great dishonor I've brought upon the art of programming. Ultimately, moderating and controlling spam on a massive chat app is a nearly impossible task. Even in Discord struggles with it to this day. We've had to jump through all kinds of hoops to prevent raids and spam on our Discord server.\n\nIf you're crazy enough to build your own massive public chat room. All I can say is good luck and may God be with you. Thanks for watching, and I will see you in the next one." }, "summaries": null, "topics": [ { "end_word": 82, "start_word": 0, "text": "A few days ago, I built a next gen Discord killer with pocket base and Svelte. It was an amazing experience for about 3 minutes, but then you guys completely destroyed it by spamming it with the most deranged comments I've ever seen on the Internet. I initially started with a $5 Linux server. Its usage quickly shot up to 100 consent, so I resized it to 4 cores. That wasn't nearly enough juice either, and all 4 cores quickly became overwhelmed.", "topics": [] }, { "end_word": 165, "start_word": 82, "text": "And this is why we can't have nice things on this channel. The primary person to blame for all this is me, the developer. I built it with bad security practices by design just to see what would happen. Funny do bad things. Luckily, I live in America, so I can't go to jail for the horrible things you guys said, unlike other countries, but nobody wants to use an app that can be spammed by an unlimited amount of hate speech profanity.", "topics": [ { "confidence": 0.02671797, "topic": "security" } ] }, { "end_word": 390, "start_word": 165, "text": "This is a major problem when building any kind of app with user generated data. In today's video, we'll break down all the problems my app had had and talk about tools and techniques you can use to mitigate these issues in your own projects. The first problem is that people were using profanity even though I told them not to. They didn't listen. Your language is convinced them. I thought this might happen, so I implemented a pooping system where if a comment gets pooped on 5 times, it gets removed from the UI. I've seen this feature on other platforms like can odyssey where you can slime a comment to death. And I think it's a good idea, but it doesn't really work for a chat where the messages are moving at a 100 miles an It can also be hijacked by the bad guys to poop down all the comments that are actually good. So the next thing I did, which is really easy to implement, is just a bad word filter directly in the front end code. That means the app can't display words like, f f f balls, and so on. You can also do filtering like this on the back end can before that data ever goes to your database, but it's impossible to catch everything with regular expressions.", "topics": [] }, { "end_word": 493, "start_word": 390, "text": "The trolls will find ways to say bad words with alternative characters characters that bypass your filters. In modern times though, artificial intelligence is starting to take over this job. Google developed perspective which can detect if something is an insult or some variation of profanity, and they use tools like this at scale to keep the worst of the worst comments off of YouTube. Bad words are one problem, but an even bigger problem is when one person creates a script that automatically signs up new users and they all start spamming the same horrible messages cuss 100 of times per second.", "topics": [ { "confidence": 0.03521367, "topic": "youtube" }, { "confidence": 0.012528179, "topic": "artificial intelligence" }, { "confidence": 0.0083263, "topic": "google" } ] }, { "end_word": 578, "start_word": 493, "text": "In my chat app, all you need is a username and password to sign up, but that's not nearly enough friction for any real world application. At the very least, you should require an email and have that user verify the email before they start posting messages. Pocketbase has a built in email system that can handle this step for you. Then you can check the verified status and security rules for messages. That's a step in the right direction, but it's still not perfect.", "topics": [ { "confidence": 0.3832051, "topic": "email" } ] }, { "end_word": 586, "start_word": 578, "text": "It's not hard to verify a burner email.", "topics": [] }, { "end_word": 650, "start_word": 586, "text": "That's why nowadays, you see almost all large scale applications requiring multi factor where a user also needs to verify a phone number with a text message or via an authenticator app to do anything important. This can also be faked, but it's way more difficult. Still though, someone could register with a burner phone, and once again spam the chat with horrible messages.", "topics": [ { "confidence": 0.9247808, "topic": "phones" } ] }, { "end_word": 807, "start_word": 650, "text": "Another step you can take is to verify that the person on the front end is an actual human. Can By implementing a CAPTCHA, that in theory can only be solved by a real human. Google's reCAPTCHA is the most popular option, but Cloud Flutter also now has a free alternative called turnstyle, and either option can help validate that requests are actually coming from a human inside your app. If you're a Firebase user, this is actually built into the platform with a tool called App Check, which has saved my ass multiple times. That can help with bots, but it's not going to stop some deranged lunatic or someone from the FBI social media team from posting awful messages as a legitimate human being. Another step you'll wanna take is to implement rate limiting on the back end. This prevents one single could use her from submitting too many requests within a given time period.", "topics": [] }, { "end_word": 925, "start_word": 807, "text": "A human can only do so much, and if you see an account breaking past that threshold, then you just shut cut off for a while. Now the final thing I wanna talk about is problems scaling the infrastructure. Normally on this channel, we use serverless tools that can scale infinitely in the cloud without any regard for your wallet. This video was unique because we hosted the entirety of the back end that includes the rest API, the admin dashboard, and the database can sell on a $5 Linux server. In just one day, over 300,000 messages were created, and Pocketbase also recorded millions of logging records to go along with all the requests to the API.", "topics": [ { "confidence": 0.10377859, "topic": "networking" }, { "confidence": 0.07497137, "topic": "streaming" }, { "confidence": 0.037964813, "topic": "internet" }, { "confidence": 0.01708585, "topic": "multimedia" }, { "confidence": 0.013097072, "topic": "youtube" } ] }, { "end_word": 1106, "start_word": 925, "text": "The pocket based creator left a really nice comment on that video explaining some improvements we could make, like creasing the open file limit to get the real time connections to scale better. Also, keep in mind that pocket base is a very early stage project that hasn't even hit 1 point o yet. Overall, I'm extremely impressed at how it scaled with its limited resources and thousands of real time connections. The front end app got really laggy can just do to the fire hose of messages, and the admin app also froze up a couple of times when I tried to delete some of the worst users and messages. But the the dashboard never crashed completely and I could always access the data there. Most importantly, I could always update the rules to globally disable new message creation. Can I did that for about an hour, so I could go have a nice healthy and relaxing lunch at Arby's? I left a message from the official FireShip account explaining that the chat had been disabled due to extreme toxicity.", "topics": [] }, { "end_word": 1219, "start_word": 1106, "text": "As as I sat down and began to enjoy my roast beef sandwich and curly fries, I went in to double check the chat and found that Toshimichi 17 before found an exploit to overwrite my message in addition to any other user in the chat. This is my fault for not defining robust security rules, but all I could do was sit there and cry came while eating my strawberries and cream fried pie, now available for a limited time at participating restaurants. Now even though you guys were able to overwhelm and totally wreck I don't feel ashamed or humiliated for this great dishonor I've brought upon the art of programming.", "topics": [ { "confidence": 0.10775179, "topic": "security" } ] }, { "end_word": 1273, "start_word": 1219, "text": "Ultimately, moderating and controlling spam on a massive chat app is a nearly impossible task. Even in Discord struggles with it to this day. We've had to jump through all kinds of hoops to prevent raids and spam on our Discord server. If you're crazy enough to build your own massive public chat room.", "topics": [ { "confidence": 0.008689542, "topic": "networking" } ] }, { "end_word": 1298, "start_word": 1273, "text": "All I can say is good luck and may God be with you. Thanks for watching, and I will see you in the next one.", "topics": [] } ], "transcript": "A few days ago, I built a next gen Discord killer with pocket base and Svelte. It was an amazing experience for about 3 minutes, but then you guys completely destroyed it by spamming it with the most deranged comments I've ever seen on the Internet. I initially started with a $5 Linux server. Its usage quickly shot up to 100 consent, so I resized it to 4 cores. That wasn't nearly enough juice either, and all 4 cores quickly became overwhelmed. And this is why we can't have nice things on this channel. The primary person to blame for all this is me, the developer. I built it with bad security practices by design just to see what would happen. Funny do bad things. Luckily, I live in America, so I can't go to jail for the horrible things you guys said, unlike other countries, but nobody wants to use an app that can be spammed by an unlimited amount of hate speech profanity. This is a major problem when building any kind of app with user generated data. In today's video, we'll break down all the problems my app had had and talk about tools and techniques you can use to mitigate these issues in your own projects. The first problem is that people were using profanity even though I told them not to. They didn't listen. Your language is convinced them. I thought this might happen, so I implemented a pooping system where if a comment gets pooped on 5 times, it gets removed from the UI. I've seen this feature on other platforms like can odyssey where you can slime a comment to death. And I think it's a good idea, but it doesn't really work for a chat where the messages are moving at a 100 miles an It can also be hijacked by the bad guys to poop down all the comments that are actually good. So the next thing I did, which is really easy to implement, is just a bad word filter directly in the front end code. That means the app can't display words like, f f f balls, and so on. You can also do filtering like this on the back end can before that data ever goes to your database, but it's impossible to catch everything with regular expressions. The trolls will find ways to say bad words with alternative characters characters that bypass your filters. In modern times though, artificial intelligence is starting to take over this job. Google developed perspective which can detect if something is an insult or some variation of profanity, and they use tools like this at scale to keep the worst of the worst comments off of YouTube. Bad words are one problem, but an even bigger problem is when one person creates a script that automatically signs up new users and they all start spamming the same horrible messages cuss 100 of times per second. In my chat app, all you need is a username and password to sign up, but that's not nearly enough friction for any real world application. At the very least, you should require an email and have that user verify the email before they start posting messages. Pocketbase has a built in email system that can handle this step for you. Then you can check the verified status and security rules for messages. That's a step in the right direction, but it's still not perfect. It's not hard to verify a burner email. That's why nowadays, you see almost all large scale applications requiring multi factor where a user also needs to verify a phone number with a text message or via an authenticator app to do anything important. This can also be faked, but it's way more difficult. Still though, someone could register with a burner phone, and once again spam the chat with horrible messages. Another step you can take is to verify that the person on the front end is an actual human. Can By implementing a CAPTCHA, that in theory can only be solved by a real human. Google's reCAPTCHA is the most popular option, but Cloud Flutter also now has a free alternative called turnstyle, and either option can help validate that requests are actually coming from a human inside your app. If you're a Firebase user, this is actually built into the platform with a tool called App Check, which has saved my ass multiple times. That can help with bots, but it's not going to stop some deranged lunatic or someone from the FBI social media team from posting awful messages as a legitimate human being. Another step you'll wanna take is to implement rate limiting on the back end. This prevents one single could use her from submitting too many requests within a given time period. A human can only do so much, and if you see an account breaking past that threshold, then you just shut cut off for a while. Now the final thing I wanna talk about is problems scaling the infrastructure. Normally on this channel, we use serverless tools that can scale infinitely in the cloud without any regard for your wallet. This video was unique because we hosted the entirety of the back end that includes the rest API, the admin dashboard, and the database can sell on a $5 Linux server. In just one day, over 300,000 messages were created, and Pocketbase also recorded millions of logging records to go along with all the requests to the API. The pocket based creator left a really nice comment on that video explaining some improvements we could make, like creasing the open file limit to get the real time connections to scale better. Also, keep in mind that pocket base is a very early stage project that hasn't even hit 1 point o yet. Overall, I'm extremely impressed at how it scaled with its limited resources and thousands of real time connections. The front end app got really laggy can just do to the fire hose of messages, and the admin app also froze up a couple of times when I tried to delete some of the worst users and messages. But the the dashboard never crashed completely and I could always access the data there. Most importantly, I could always update the rules to globally disable new message creation. Can I did that for about an hour, so I could go have a nice healthy and relaxing lunch at Arby's? I left a message from the official FireShip account explaining that the chat had been disabled due to extreme toxicity. As as I sat down and began to enjoy my roast beef sandwich and curly fries, I went in to double check the chat and found that Toshimichi 17 before found an exploit to overwrite my message in addition to any other user in the chat. This is my fault for not defining robust security rules, but all I could do was sit there and cry came while eating my strawberries and cream fried pie, now available for a limited time at participating restaurants. Now even though you guys were able to overwhelm and totally wreck I don't feel ashamed or humiliated for this great dishonor I've brought upon the art of programming. Ultimately, moderating and controlling spam on a massive chat app is a nearly impossible task. Even in Discord struggles with it to this day. We've had to jump through all kinds of hoops to prevent raids and spam on our Discord server. If you're crazy enough to build your own massive public chat room. All I can say is good luck and may God be with you. 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Linux kernel like the engine in your car, it starts to answer the question of why are there so many Linux distros." }, { "end": 442.965, "start": 437.27, "text": "Some cars are designed to go fast, others for comfort, some are engineered for enterprise and others are just for fun." }, { "end": 447.365, "start": 443.025, "text": "As a developer, Linux is like a free engine that you can use to build your own car." } ], "speaker": 0, "start": 414.795 }, { "end": 472.475, "num_words": 88, "sentences": [ { "end": 455.835, "start": 447.425, "text": "That freedom, along with GNU and the greater open source ecosystem, motivates people to try new things and to profit by creating innovation within that system." }, { "end": 461.695, "start": 455.835, "text": "People who are threatened by it call it communism, but in reality, it's the polar opposite and the free market at its finest." }, { "end": 465.63, "start": 461.755, "text": "Today, even Microsoft he fully supports Linux through its WSL project." }, { "end": 467.21002, "start": 465.69, "text": "I'm gonna go ahead and wrap things up there." }, { "end": 472.475, "start": 467.21002, "text": "There's a lot of aspects of the Linux history and the histories of individual distros that we didn't cover." } ], "speaker": 0, "start": 447.425 }, { "end": 493.175, "num_words": 69, "sentences": [ { "end": 478.715, "start": 472.475, "text": "But, hopefully, this gives you a general idea of how Linux came into existence and the evolution of Linux distros over time." }, { "end": 481.12, "start": 478.715, "text": "Oh, and there's one random thing I almost forgot." }, { "end": 486.5, "start": 481.12, "text": "Back in 2005, the source code for Linux was managed under a version control system called BitKeeper." }, { "end": 489.51498, "start": 486.72, "text": "That was controversial though because it's proprietary software." }, { "end": 493.175, "start": 489.655, "text": "So Linus Torvalds did what any legend would do and he created Git." } ], "speaker": 0, "start": 472.475 }, { "end": 501.14, "num_words": 34, "sentences": [ { "end": 498.32, "start": 493.175, "text": "Before you go, make sure to like and subscribe and stay tuned for a lot more Linux his content on this channel." }, { "end": 501.14, "start": 498.32, "text": "Thanks for watching and I will see you in the next one." } ], "speaker": 0, "start": 493.175 } ], "transcript": "\nSpeaker 0: August 25, 1991. A 21 year old graduate student in Helsinki named Linus Torvalds announces he's doing a free operating system. Just a hobby won't be a big professional thing. Fast forward a few years later, and that hobby evolves into one of the most important projects in the history free of computing. Most operating systems were created to make shitloads of money.\n\nSpeaker 1: That's right. It's $99. It's an incredible value, but it's true. It's Windows from Microsoft. Order today.\n\nBut he order today.\n\nSpeaker 0: But Linux was a revolution based on a simple principle. Software should be free and open. Today, we'll take a look at the weird history of Linux and, in the process, answer the question of why are there so many Linux distros? But before we can even talk about Linux, we need to travel back to 19 69. While grandpa was dropping acid at Woodstock, Ken Thompson and Dennis Ritchie were creating the Unix operating system.\n\nUnix was well loved by both businesses had universities. There was one problem though. The code was owned by AT and T. And in 1977, when UC Berkeley created their own Berkeley placed software distribution, AT and T sued them. That put limitations on Unix development and led to a period known as the Unix Wars.\n\nA few years later in 1983, Richard Stallman creates the GNU project, which was intended to be a free and open replacement for Unix. But Unix was a big YIG Complex project with 100 of different applications, and replacing it was no easy task. Over the next few years, the project created many of the applications that you know and love today. Tools that are often used synonymously with Linux, like tar, bash, and emacs, just to name a few. By the early nineties, GNU had all this great software, but it was missing one essential component, the operating system some kernel.\n\nA complete operating system needs a kernel to sit in between the hardware and the software, where it can allocate CPU UN memory resources to run software applications. Luckily, it was right around this time that Linus Torvalds was working on his his hobby operating system. Originally, it was going to be called Freeaxe because the name Linux was too egotistical. But as fate would have it, the admin for the FTP PC server at the time didn't like the name and changed it without his consent, and the name stuck from there on out. Initially, Linux was released with a proprietary license that had limitations on commercial use.\n\nHowever, by the end of 1992, it was released under the GNU general public license. And this gave birth to a complete operating system that we know today as GNU plus Linux. The following year, hundreds of developers jumped on the Linux project and started adapting it to the GNU environment. The the beauty of the Linux kernel is that it gave developers the ability to build custom operating systems that felt like Unix, but didn't come with the fear of being sued down the road. Ultimately, this led to some of the 1st Linux distributions, like Soft Landing, Yggdrasil, and Slackware.\n\nBut what is a Linux distro exactly? A distro is a complete operating system based on the Linux kernel that contains a bunch of packages and libraries, and typically a package manager to install all additional applications, and possibly a Windows system if there's a GUI involved. Many distros might share the same default user interface. Popular UI options include GNOME, kdePlasma, mate, cinnamon, and a bunch of others. Today, there's nearly a 1000 different Linux distros out there, and they've all been customized to serve different purposes.\n\nSome of them are designed for enterprise users, while others are for home users. Some distros only run on servers, while others are designed for desktop, mobile, and embedded devices. And each distro is usually backed by a community that has its own set philosophical and technical opinions. Most of these older distros are no longer maintained and just considered historical artifacts. One exception is Slackware.\n\nIt had a release recently as 2016, and has spawned a bunch of different variations. Most notably, it led to the OpenSUSE project, which remains a very popular general purpose distro, and is usually associated did with professional power users. But the most significant distro to come out of 1993 was Debian. It was established by Ian Murdoch, and its name comes from his name combined with his ex wife's name. And its first official release came in 1996 as version 1.1 buzzed.\n\nAnd since then, each release contains a codename with a Toy Story character. A few years later, it led to the creation of Advanced Package Tool or APT, although it was originally developed under the codename deity. The the Debian community is huge and it's a great distro today and very popular on servers, but can also be used as a general purpose distro. It's minimal and stable, which are traits that have allowed it to father a huge number of offspring distros. Some of them are highly specialized like Raspberry Pi OS or Steam OS.\n\nBut, by far, the most popular child of Debian is Ubuntu, which was first released in 2004 and is managed by a British company called Canonical. It follows a semi annual release schedule where each release is named after an animal and a word with the same letter, like cosmic cuttlefish. It's extremely beginner friendly and was really one of the first distros to open up Linux to the main stream home computer user. In recent years, though, it's received a lot of hate from the Linux community for releasing closed source software and also selling data that 2 third party companies. In any case, it remains extremely popular, and it even has a variety of different flavors like Kubuntu, Zubantu, and Lubantu, which are their own distributions that offer slight variations on the original.\n\nLike, Kubuntu, for example, is designed to be a great entry point if you're transitioning from Microsoft Windows to Linux. In addition, Ubuntu has spawned many other variations like Linux Mint, Peppermint, and Pop!OS just to name a few of the most popular options. Debian has a huge family tree, but if we go back to 1994, there is another Linux distro that also has a huge family tree called Red Hat. It was created by Mark Ewing and is known for its focus on security and reliability for enterprise users. Red Hat adopted a business model where they maintain an open source operating system, then make money by selling consulting integration and add on services to big enterprise clients.\n\nToday, it generates 1,000,000,000 of dollars in revenue and was recently acquired by IBM for an 11 figure price tag. Red Hat has given birth to a bunch of children, most of which are associated with enterprise work, and use either the RPM or Yum package manager. Popular descendants include rhel, CentOS, and Fedora, which is not only great for enterprise servers, but also works well as a personal work station, and it's even the distro of choice by Linus Torvalds himself. Now, one thing that you'll notice about Linux distros is that many of them do a lot of stuff that you don't actually need. That takes up space on your hardware and ultimately makes your life more complex.\n\nThere are 2 Linux families that came out in the early 2000 that are focused on simplicity, performance, and minimalism. Gentoo, with its Enoch distro, came out in 2000 and Arch came out in 2002. If you like to keep things simple, then you'll probably like the Arch family of Linux distros. It has its own package manager called Pacman and has adopted a rolling release model. Like Ubuntu that has a new major release every 6 months, Arch releases small updates that can be continuously updated in the OS.\n\nArch is also the parent of Manjaro, which is one of the most popular distros up today. In addition to all these families that we've looked at, there are many popular independent distros, like the extremely lightweight Alpine, Fire OS for Amazon Devices, and Android, which is used by billions of people every day. When you think of the Linux kernel like the engine in your car, it starts to answer the question of why are there so many Linux distros. Some cars are designed to go fast, others for comfort, some are engineered for enterprise and others are just for fun. As a developer, Linux is like a free engine that you can use to build your own car.\n\nThat freedom, along with GNU and the greater open source ecosystem, motivates people to try new things and to profit by creating innovation within that system. People who are threatened by it call it communism, but in reality, it's the polar opposite and the free market at its finest. Today, even Microsoft he fully supports Linux through its WSL project. I'm gonna go ahead and wrap things up there. There's a lot of aspects of the Linux history and the histories of individual distros that we didn't cover.\n\nBut, hopefully, this gives you a general idea of how Linux came into existence and the evolution of Linux distros over time. Oh, and there's one random thing I almost forgot. Back in 2005, the source code for Linux was managed under a version control system called BitKeeper. That was controversial though because it's proprietary software. So Linus Torvalds did what any legend would do and he created Git.\n\nBefore you go, make sure to like and subscribe and stay tuned for a lot more Linux his content on this channel. Thanks for watching and I will see you in the next one." }, "summaries": null, "topics": [ { "end_word": 80, "start_word": 0, "text": "August 25, 1991. A 21 year old graduate student in Helsinki named Linus Torvalds announces he's doing a free operating system. Just a hobby won't be a big professional thing. Fast forward a few years later, and that hobby evolves into one of the most important projects in the history free of computing. Most operating systems were created to make shitloads of money. That's right. It's $99. It's an incredible value, but it's true. It's Windows from Microsoft. Order today.", "topics": [ { "confidence": 0.99184245, "topic": "microsoft" }, { "confidence": 0.31220222, "topic": "computer science" }, { "confidence": 0.09806543, "topic": "technology" }, { "confidence": 0.07608735, "topic": "software" }, { "confidence": 0.03249464, "topic": "computers" } ] }, { "end_word": 240, "start_word": 80, "text": "But he order today. But Linux was a revolution based on a simple principle. Software should be free and open. Today, we'll take a look at the weird history of Linux and, in the process, answer the question of why are there so many Linux distros? But before we can even talk about Linux, we need to travel back to 19 69. While grandpa was dropping acid at Woodstock, Ken Thompson and Dennis Ritchie were creating the Unix operating system. Unix was well loved by both businesses had universities. There was one problem though. The code was owned by AT and T. And in 1977, when UC Berkeley created their own Berkeley placed software distribution, AT and T sued them. That put limitations on Unix development and led to a period known as the Unix Wars. A few years later in 1983, Richard Stallman creates the GNU project, which was intended to be a free and open replacement for Unix.", "topics": [] }, { "end_word": 346, "start_word": 240, "text": "But Unix was a big YIG Complex project with 100 of different applications, and replacing it was no easy task. Over the next few years, the project created many of the applications that you know and love today. Tools that are often used synonymously with Linux, like tar, bash, and emacs, just to name a few. By the early nineties, GNU had all this great software, but it was missing one essential component, the operating system some kernel. A complete operating system needs a kernel to sit in between the hardware and the software, where it can allocate CPU UN memory resources to run software applications.", "topics": [ { "confidence": 0.023029326, "topic": "computer science" }, { "confidence": 0.020212583, "topic": "software" }, { "confidence": 0.018113963, "topic": "software development" } ] }, { "end_word": 379, "start_word": 346, "text": "Luckily, it was right around this time that Linus Torvalds was working on his his hobby operating system. Originally, it was going to be called Freeaxe because the name Linux was too egotistical.", "topics": [] }, { "end_word": 478, "start_word": 379, "text": "But as fate would have it, the admin for the FTP PC server at the time didn't like the name and changed it without his consent, and the name stuck from there on out. Initially, Linux was released with a proprietary license that had limitations on commercial use. However, by the end of 1992, it was released under the GNU general public license. And this gave birth to a complete operating system that we know today as GNU plus Linux. The following year, hundreds of developers jumped on the Linux project and started adapting it to the GNU environment.", "topics": [ { "confidence": 0.31755537, "topic": "copyright licenses" }, { "confidence": 0.009198056, "topic": "software development" } ] }, { "end_word": 888, "start_word": 478, "text": "The the beauty of the Linux kernel is that it gave developers the ability to build custom operating systems that felt like Unix, but didn't come with the fear of being sued down the road. Ultimately, this led to some of the 1st Linux distributions, like Soft Landing, Yggdrasil, and Slackware. But what is a Linux distro exactly? A distro is a complete operating system based on the Linux kernel that contains a bunch of packages and libraries, and typically a package manager to install all additional applications, and possibly a Windows system if there's a GUI involved. Many distros might share the same default user interface. Popular UI options include GNOME, kdePlasma, mate, cinnamon, and a bunch of others. Today, there's nearly a 1000 different Linux distros out there, and they've all been customized to serve different purposes. Some of them are designed for enterprise users, while others are for home users. Some distros only run on servers, while others are designed for desktop, mobile, and embedded devices. And each distro is usually backed by a community that has its own set philosophical and technical opinions. Most of these older distros are no longer maintained and just considered historical artifacts. One exception is Slackware. It had a release recently as 2016, and has spawned a bunch of different variations. Most notably, it led to the OpenSUSE project, which remains a very popular general purpose distro, and is usually associated did with professional power users. But the most significant distro to come out of 1993 was Debian. It was established by Ian Murdoch, and its name comes from his name combined with his ex wife's name. And its first official release came in 1996 as version 1.1 buzzed. And since then, each release contains a codename with a Toy Story character. A few years later, it led to the creation of Advanced Package Tool or APT, although it was originally developed under the codename deity. The the Debian community is huge and it's a great distro today and very popular on servers, but can also be used as a general purpose distro. It's minimal and stable, which are traits that have allowed it to father a huge number of offspring distros. Some of them are highly specialized like Raspberry Pi OS or Steam OS. But, by far, the most popular child of Debian is Ubuntu, which was first released in 2004 and is managed by a British company called Canonical.", "topics": [] }, { "end_word": 964, "start_word": 888, "text": "It follows a semi annual release schedule where each release is named after an animal and a word with the same letter, like cosmic cuttlefish. It's extremely beginner friendly and was really one of the first distros to open up Linux to the main stream home computer user. In recent years, though, it's received a lot of hate from the Linux community for releasing closed source software and also selling data that 2 third party companies.", "topics": [ { "confidence": 0.008934995, "topic": "software" } ] }, { "end_word": 1069, "start_word": 964, "text": "In any case, it remains extremely popular, and it even has a variety of different flavors like Kubuntu, Zubantu, and Lubantu, which are their own distributions that offer slight variations on the original. Like, Kubuntu, for example, is designed to be a great entry point if you're transitioning from Microsoft Windows to Linux. In addition, Ubuntu has spawned many other variations like Linux Mint, Peppermint, and Pop!OS just to name a few of the most popular options. Debian has a huge family tree, but if we go back to 1994, there is another Linux distro that also has a huge family tree called Red Hat.", "topics": [] }, { "end_word": 1137, "start_word": 1069, "text": "It was created by Mark Ewing and is known for its focus on security and reliability for enterprise users. Red Hat adopted a business model where they maintain an open source operating system, then make money by selling consulting integration and add on services to big enterprise clients. Today, it generates 1,000,000,000 of dollars in revenue and was recently acquired by IBM for an 11 figure price tag.", "topics": [ { "confidence": 0.04865669, "topic": "technology" }, { "confidence": 0.021632139, "topic": "industry" }, { "confidence": 0.00728395, "topic": "business" } ] }, { "end_word": 1408, "start_word": 1137, "text": "Red Hat has given birth to a bunch of children, most of which are associated with enterprise work, and use either the RPM or Yum package manager. Popular descendants include rhel, CentOS, and Fedora, which is not only great for enterprise servers, but also works well as a personal work station, and it's even the distro of choice by Linus Torvalds himself. Now, one thing that you'll notice about Linux distros is that many of them do a lot of stuff that you don't actually need. That takes up space on your hardware and ultimately makes your life more complex. There are 2 Linux families that came out in the early 2000 that are focused on simplicity, performance, and minimalism. Gentoo, with its Enoch distro, came out in 2000 and Arch came out in 2002. If you like to keep things simple, then you'll probably like the Arch family of Linux distros. It has its own package manager called Pacman and has adopted a rolling release model. Like Ubuntu that has a new major release every 6 months, Arch releases small updates that can be continuously updated in the OS. Arch is also the parent of Manjaro, which is one of the most popular distros up today. In addition to all these families that we've looked at, there are many popular independent distros, like the extremely lightweight Alpine, Fire OS for Amazon Devices, and Android, which is used by billions of people every day. When you think of the Linux kernel like the engine in your car, it starts to answer the question of why are there so many Linux distros.", "topics": [] }, { "end_word": 1535, "start_word": 1408, "text": "Some cars are designed to go fast, others for comfort, some are engineered for enterprise and others are just for fun. As a developer, Linux is like a free engine that you can use to build your own car. That freedom, along with GNU and the greater open source ecosystem, motivates people to try new things and to profit by creating innovation within that system. People who are threatened by it call it communism, but in reality, it's the polar opposite and the free market at its finest. Today, even Microsoft he fully supports Linux through its WSL project. I'm gonna go ahead and wrap things up there. There's a lot of aspects of the Linux history and the histories of individual distros that we didn't cover.", "topics": [ { "confidence": 0.9281511, "topic": "communism" }, { "confidence": 0.4205325, "topic": "socialism" }, { "confidence": 0.07274878, "topic": "electric vehicles" }, { "confidence": 0.025690587, "topic": "democracy" }, { "confidence": 0.01083393, "topic": "totalitarianism" }, { "confidence": 0.0099572325, "topic": "capitalism" }, { "confidence": 0.007455602, "topic": "software development" } ] }, { "end_word": 1566, "start_word": 1535, "text": "But, hopefully, this gives you a general idea of how Linux came into existence and the evolution of Linux distros over time. Oh, and there's one random thing I almost forgot.", "topics": [] }, { "end_word": 1626, "start_word": 1566, "text": "Back in 2005, the source code for Linux was managed under a version control system called BitKeeper. That was controversial though because it's proprietary software. So Linus Torvalds did what any legend would do and he created Git. Before you go, make sure to like and subscribe and stay tuned for a lot more Linux his content on this channel.", "topics": [ { "confidence": 0.0537204, "topic": "software" }, { "confidence": 0.008021598, "topic": "software development" } ] }, { "end_word": 1638, "start_word": 1626, "text": "Thanks for watching and I will see you in the next one.", "topics": [] } ], "transcript": "August 25, 1991. A 21 year old graduate student in Helsinki named Linus Torvalds announces he's doing a free operating system. Just a hobby won't be a big professional thing. Fast forward a few years later, and that hobby evolves into one of the most important projects in the history free of computing. Most operating systems were created to make shitloads of money. That's right. It's $99. It's an incredible value, but it's true. It's Windows from Microsoft. Order today. But he order today. But Linux was a revolution based on a simple principle. Software should be free and open. Today, we'll take a look at the weird history of Linux and, in the process, answer the question of why are there so many Linux distros? But before we can even talk about Linux, we need to travel back to 19 69. While grandpa was dropping acid at Woodstock, Ken Thompson and Dennis Ritchie were creating the Unix operating system. Unix was well loved by both businesses had universities. There was one problem though. The code was owned by AT and T. And in 1977, when UC Berkeley created their own Berkeley placed software distribution, AT and T sued them. That put limitations on Unix development and led to a period known as the Unix Wars. A few years later in 1983, Richard Stallman creates the GNU project, which was intended to be a free and open replacement for Unix. But Unix was a big YIG Complex project with 100 of different applications, and replacing it was no easy task. Over the next few years, the project created many of the applications that you know and love today. Tools that are often used synonymously with Linux, like tar, bash, and emacs, just to name a few. By the early nineties, GNU had all this great software, but it was missing one essential component, the operating system some kernel. A complete operating system needs a kernel to sit in between the hardware and the software, where it can allocate CPU UN memory resources to run software applications. Luckily, it was right around this time that Linus Torvalds was working on his his hobby operating system. Originally, it was going to be called Freeaxe because the name Linux was too egotistical. But as fate would have it, the admin for the FTP PC server at the time didn't like the name and changed it without his consent, and the name stuck from there on out. Initially, Linux was released with a proprietary license that had limitations on commercial use. However, by the end of 1992, it was released under the GNU general public license. And this gave birth to a complete operating system that we know today as GNU plus Linux. The following year, hundreds of developers jumped on the Linux project and started adapting it to the GNU environment. The the beauty of the Linux kernel is that it gave developers the ability to build custom operating systems that felt like Unix, but didn't come with the fear of being sued down the road. Ultimately, this led to some of the 1st Linux distributions, like Soft Landing, Yggdrasil, and Slackware. But what is a Linux distro exactly? A distro is a complete operating system based on the Linux kernel that contains a bunch of packages and libraries, and typically a package manager to install all additional applications, and possibly a Windows system if there's a GUI involved. Many distros might share the same default user interface. Popular UI options include GNOME, kdePlasma, mate, cinnamon, and a bunch of others. Today, there's nearly a 1000 different Linux distros out there, and they've all been customized to serve different purposes. Some of them are designed for enterprise users, while others are for home users. Some distros only run on servers, while others are designed for desktop, mobile, and embedded devices. And each distro is usually backed by a community that has its own set philosophical and technical opinions. Most of these older distros are no longer maintained and just considered historical artifacts. One exception is Slackware. It had a release recently as 2016, and has spawned a bunch of different variations. Most notably, it led to the OpenSUSE project, which remains a very popular general purpose distro, and is usually associated did with professional power users. But the most significant distro to come out of 1993 was Debian. It was established by Ian Murdoch, and its name comes from his name combined with his ex wife's name. And its first official release came in 1996 as version 1.1 buzzed. And since then, each release contains a codename with a Toy Story character. A few years later, it led to the creation of Advanced Package Tool or APT, although it was originally developed under the codename deity. The the Debian community is huge and it's a great distro today and very popular on servers, but can also be used as a general purpose distro. It's minimal and stable, which are traits that have allowed it to father a huge number of offspring distros. Some of them are highly specialized like Raspberry Pi OS or Steam OS. But, by far, the most popular child of Debian is Ubuntu, which was first released in 2004 and is managed by a British company called Canonical. It follows a semi annual release schedule where each release is named after an animal and a word with the same letter, like cosmic cuttlefish. It's extremely beginner friendly and was really one of the first distros to open up Linux to the main stream home computer user. In recent years, though, it's received a lot of hate from the Linux community for releasing closed source software and also selling data that 2 third party companies. In any case, it remains extremely popular, and it even has a variety of different flavors like Kubuntu, Zubantu, and Lubantu, which are their own distributions that offer slight variations on the original. Like, Kubuntu, for example, is designed to be a great entry point if you're transitioning from Microsoft Windows to Linux. In addition, Ubuntu has spawned many other variations like Linux Mint, Peppermint, and Pop!OS just to name a few of the most popular options. Debian has a huge family tree, but if we go back to 1994, there is another Linux distro that also has a huge family tree called Red Hat. It was created by Mark Ewing and is known for its focus on security and reliability for enterprise users. Red Hat adopted a business model where they maintain an open source operating system, then make money by selling consulting integration and add on services to big enterprise clients. Today, it generates 1,000,000,000 of dollars in revenue and was recently acquired by IBM for an 11 figure price tag. Red Hat has given birth to a bunch of children, most of which are associated with enterprise work, and use either the RPM or Yum package manager. Popular descendants include rhel, CentOS, and Fedora, which is not only great for enterprise servers, but also works well as a personal work station, and it's even the distro of choice by Linus Torvalds himself. Now, one thing that you'll notice about Linux distros is that many of them do a lot of stuff that you don't actually need. That takes up space on your hardware and ultimately makes your life more complex. There are 2 Linux families that came out in the early 2000 that are focused on simplicity, performance, and minimalism. Gentoo, with its Enoch distro, came out in 2000 and Arch came out in 2002. If you like to keep things simple, then you'll probably like the Arch family of Linux distros. It has its own package manager called Pacman and has adopted a rolling release model. Like Ubuntu that has a new major release every 6 months, Arch releases small updates that can be continuously updated in the OS. Arch is also the parent of Manjaro, which is one of the most popular distros up today. In addition to all these families that we've looked at, there are many popular independent distros, like the extremely lightweight Alpine, Fire OS for Amazon Devices, and Android, which is used by billions of people every day. When you think of the Linux kernel like the engine in your car, it starts to answer the question of why are there so many Linux distros. Some cars are designed to go fast, others for comfort, some are engineered for enterprise and others are just for fun. As a developer, Linux is like a free engine that you can use to build your own car. That freedom, along with GNU and the greater open source ecosystem, motivates people to try new things and to profit by creating innovation within that system. People who are threatened by it call it communism, but in reality, it's the polar opposite and the free market at its finest. Today, even Microsoft he fully supports Linux through its WSL project. I'm gonna go ahead and wrap things up there. There's a lot of aspects of the Linux history and the histories of individual distros that we didn't cover. But, hopefully, this gives you a general idea of how Linux came into existence and the evolution of Linux distros over time. Oh, and there's one random thing I almost forgot. Back in 2005, the source code for Linux was managed under a version control system called BitKeeper. That was controversial though because it's proprietary software. So Linus Torvalds did what any legend would do and he created Git. Before you go, make sure to like and subscribe and stay tuned for a lot more Linux his content on this channel. 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], "summary": { "result": "success", "short": "The \" Free virtual machine\" (VIT) and \" Free operating system\" (FOO) were created to replace the \" Free operating system\" with a complete Linux based operating system, and the \" Free virtual machine\" (VIT) project was created to replace the \" Free operating system\" with a complete Linux based operating system. 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information." } ], "speaker": 0, "start": 159.575 }, { "end": 206.02, "num_words": 94, "sentences": [ { "end": 197.905, "start": 182.625, "text": "In theory, you could be totally anonymous on Worldcoin, but many are skeptical and think it's just laying the groundwork for a world currency that will be implemented by the upcoming One World Government after the alien invasion of 2027, at which point they'll no longer scan our eyeballs, but instead Zed use far more reliable alien probes." }, { "end": 198.925, "start": 198.125, "text": "Oh my god." }, { "end": 200.04501, "start": 198.925, "text": "I just cracked the code." }, { "end": 201.80501, "start": 200.04501, "text": "You can't spell probe without orb." }, { "end": 206.02, "start": 201.80501, "text": "I could be wrong here, but But just to be safe, I'm gonna stick with Monero for all my anonymous crypto needs." } ], "speaker": 0, "start": 182.625 }, { "end": 209.8, "num_words": 18, "sentences": [ { "end": 207.14, "start": 206.02, "text": "This has been the Cove Report." }, { "end": 209.8, "start": 207.14, "text": "Thanks for watching, and I will see you in the next one." } ], "speaker": 0, "start": 206.02 } ], "transcript": "\nSpeaker 0: It is May 29, 2023 and you're watching the code report. If you're a poor person from a third world country, I have an incredible opportunity for you. You look into this orb so I can harvest immutable biometric data from your eye holes. It doesn't hurt. I promise.\n\nIn exchange, I give you some of this shiny cryptocurrency that some rich dudes in San Francisco created out of thin air with zero economic effort. It's called Worldcoin, and its goal is to scan a 1,000,000,000 eyeballs over the next few years to create mobile identity platform and payment network. And, no, this isn't the plot of a Black Mirror episode. It's a real project that just raised a $115,000,000 and already has over a 1000000 users. It's co founded by the benevolent AI king Sam Altman, and is backed by a bunch of VCs like Andreessen Horowitz, which is behind many other crypto projects like Alchemy, Coinbase and Solana.\n\nAnd even Sam Bankman Fried is an early investor. In fact, you may have already seen people wearing these Worldcoin t shirts walking around your village, putting these weird balls in Spaces. These are your friendly World Coin operators, and every time they scan an eyeball, they get some crypto. It's an ingenious business model. It has all the same Ponzi nomics of your favorite cryptocurrencies, but is hacking team humans to do the actual physical labor of collecting and processing biometric data.\n\nThe way it works is it takes a bunch of images of your iris, which like a Fingerprint is unique to every human, which is then used to verify your personhood so you can start using Worldcoin for everyday transactions. The actual images and biometric TricData itself is deleted from the orb, so there's no reason to worry about your privacy. The technology is actually quite transparent. They explain in great detail how the orb is manufactured and some Some of the source code is available on GitHub. Ultimately, it's just a machine that can establish proof of personhood.\n\nBut why would we need a proof of personhood protocol? Well, the main reason is the rise of artificial intelligence and the need to differentiate between man and machine. When it comes to financial systems, it can protect against civil attacks, which is named after a book about I'm a lady with multiple personality disorder, where one person assumes the identity of multiple accounts to game the system. That can be a problem in crypto, but not really an issue in traditional banking. The bigger problem is that AI tools like deep fakes and voice cloning can create digital clones of people from their Internet presence.\n\nAnd that's why it's more important than ever that The people who run these AI companies provide us with a global digital passport to keep us safe from these AI monstrosities that they created. It's not About money, it's all about making the world a better place. The Worldcoin Foundation is the initial steward of the protocol, but is intended to become a public open So it's network owned by everybody, and it could potentially evolve into a global universal basic income, which we're definitely going to need after GPT 5 takes all our jobs for good. That sounds awesome, and I can't wait to just hang out all day and play video games, but Worldcoin has a long uphill battle ahead of itself. The MIT Technology Review released a scathing article last year that alleged deceptive marketing practices among a variety of other issues, and then you already have a black market emerging in China for Iris data to exploit Avoid the world coin system.\n\nThe biggest issue though is that people are resistant to look into the orb. The orb is your friend. You must look into the orb. What's funny though is that most of us have already given All of our facial biometric data to companies like Apple, Meta, and TikTok in a far less transparent way. After the orb verifies that you're a human, your identity is added to a list of verified humans, and then the Worldcoin app generates a zero knowledge proof to prove your identity without revealing any of your secret information.\n\nIn theory, you could be totally anonymous on Worldcoin, but many are skeptical and think it's just laying the groundwork for a world currency that will be implemented by the upcoming One World Government after the alien invasion of 2027, at which point they'll no longer scan our eyeballs, but instead Zed use far more reliable alien probes. Oh my god. I just cracked the code. You can't spell probe without orb. I could be wrong here, but But just to be safe, I'm gonna stick with Monero for all my anonymous crypto needs.\n\nThis has been the Cove Report. Thanks for watching, and I will see you in the next one." }, "summaries": null, "topics": [ { "end_word": 243, "start_word": 0, "text": "It is May 29, 2023 and you're watching the code report. If you're a poor person from a third world country, I have an incredible opportunity for you. You look into this orb so I can harvest immutable biometric data from your eye holes. It doesn't hurt. I promise. In exchange, I give you some of this shiny cryptocurrency that some rich dudes in San Francisco created out of thin air with zero economic effort. It's called Worldcoin, and its goal is to scan a 1,000,000,000 eyeballs over the next few years to create mobile identity platform and payment network. And, no, this isn't the plot of a Black Mirror episode. It's a real project that just raised a $115,000,000 and already has over a 1000000 users. It's co founded by the benevolent AI king Sam Altman, and is backed by a bunch of VCs like Andreessen Horowitz, which is behind many other crypto projects like Alchemy, Coinbase and Solana. And even Sam Bankman Fried is an early investor. In fact, you may have already seen people wearing these Worldcoin t shirts walking around your village, putting these weird balls in Spaces. These are your friendly World Coin operators, and every time they scan an eyeball, they get some crypto. It's an ingenious business model. It has all the same Ponzi nomics of your favorite cryptocurrencies, but is hacking team humans to do the actual physical labor of collecting and processing biometric data.", "topics": [ { "confidence": 0.9744374, "topic": "cryptocurrency" } ] }, { "end_word": 342, "start_word": 243, "text": "The way it works is it takes a bunch of images of your iris, which like a Fingerprint is unique to every human, which is then used to verify your personhood so you can start using Worldcoin for everyday transactions. The actual images and biometric TricData itself is deleted from the orb, so there's no reason to worry about your privacy. The technology is actually quite transparent. They explain in great detail how the orb is manufactured and some Some of the source code is available on GitHub. Ultimately, it's just a machine that can establish proof of personhood.", "topics": [] }, { "end_word": 482, "start_word": 342, "text": "But why would we need a proof of personhood protocol? Well, the main reason is the rise of artificial intelligence and the need to differentiate between man and machine. When it comes to financial systems, it can protect against civil attacks, which is named after a book about I'm a lady with multiple personality disorder, where one person assumes the identity of multiple accounts to game the system. That can be a problem in crypto, but not really an issue in traditional banking. The bigger problem is that AI tools like deep fakes and voice cloning can create digital clones of people from their Internet presence. And that's why it's more important than ever that The people who run these AI companies provide us with a global digital passport to keep us safe from these AI monstrosities that they created.", "topics": [ { "confidence": 0.9835939, "topic": "cryptocurrency" }, { "confidence": 0.9581104, "topic": "banking" }, { "confidence": 0.4076913, "topic": "ethics" }, { "confidence": 0.35672843, "topic": "security" }, { "confidence": 0.09796767, "topic": "artificial intelligence" }, { "confidence": 0.023837408, "topic": "gambling" }, { "confidence": 0.023380466, "topic": "ideologies" }, { "confidence": 0.023351325, "topic": "intellectual property" }, { "confidence": 0.015752885, "topic": "criminality" } ] }, { "end_word": 572, "start_word": 482, "text": "It's not About money, it's all about making the world a better place. The Worldcoin Foundation is the initial steward of the protocol, but is intended to become a public open So it's network owned by everybody, and it could potentially evolve into a global universal basic income, which we're definitely going to need after GPT 5 takes all our jobs for good. That sounds awesome, and I can't wait to just hang out all day and play video games, but Worldcoin has a long uphill battle ahead of itself.", "topics": [] }, { "end_word": 628, "start_word": 572, "text": "The MIT Technology Review released a scathing article last year that alleged deceptive marketing practices among a variety of other issues, and then you already have a black market emerging in China for Iris data to exploit Avoid the world coin system. The biggest issue though is that people are resistant to look into the orb.", "topics": [ { "confidence": 0.01023989, "topic": "marketing" } ] }, { "end_word": 669, "start_word": 628, "text": "The orb is your friend. You must look into the orb. What's funny though is that most of us have already given All of our facial biometric data to companies like Apple, Meta, and TikTok in a far less transparent way.", "topics": [] }, { "end_word": 820, "start_word": 669, "text": "After the orb verifies that you're a human, your identity is added to a list of verified humans, and then the Worldcoin app generates a zero knowledge proof to prove your identity without revealing any of your secret information. In theory, you could be totally anonymous on Worldcoin, but many are skeptical and think it's just laying the groundwork for a world currency that will be implemented by the upcoming One World Government after the alien invasion of 2027, at which point they'll no longer scan our eyeballs, but instead Zed use far more reliable alien probes. Oh my god. I just cracked the code. You can't spell probe without orb. I could be wrong here, but But just to be safe, I'm gonna stick with Monero for all my anonymous crypto needs. This has been the Cove Report. Thanks for watching, and I will see you in the next one.", "topics": [ { "confidence": 0.80196404, "topic": "cryptocurrency" } ] } ], "transcript": "It is May 29, 2023 and you're watching the code report. If you're a poor person from a third world country, I have an incredible opportunity for you. You look into this orb so I can harvest immutable biometric data from your eye holes. It doesn't hurt. I promise. In exchange, I give you some of this shiny cryptocurrency that some rich dudes in San Francisco created out of thin air with zero economic effort. It's called Worldcoin, and its goal is to scan a 1,000,000,000 eyeballs over the next few years to create mobile identity platform and payment network. And, no, this isn't the plot of a Black Mirror episode. It's a real project that just raised a $115,000,000 and already has over a 1000000 users. It's co founded by the benevolent AI king Sam Altman, and is backed by a bunch of VCs like Andreessen Horowitz, which is behind many other crypto projects like Alchemy, Coinbase and Solana. And even Sam Bankman Fried is an early investor. In fact, you may have already seen people wearing these Worldcoin t shirts walking around your village, putting these weird balls in Spaces. These are your friendly World Coin operators, and every time they scan an eyeball, they get some crypto. It's an ingenious business model. It has all the same Ponzi nomics of your favorite cryptocurrencies, but is hacking team humans to do the actual physical labor of collecting and processing biometric data. The way it works is it takes a bunch of images of your iris, which like a Fingerprint is unique to every human, which is then used to verify your personhood so you can start using Worldcoin for everyday transactions. The actual images and biometric TricData itself is deleted from the orb, so there's no reason to worry about your privacy. The technology is actually quite transparent. They explain in great detail how the orb is manufactured and some Some of the source code is available on GitHub. Ultimately, it's just a machine that can establish proof of personhood. But why would we need a proof of personhood protocol? Well, the main reason is the rise of artificial intelligence and the need to differentiate between man and machine. When it comes to financial systems, it can protect against civil attacks, which is named after a book about I'm a lady with multiple personality disorder, where one person assumes the identity of multiple accounts to game the system. That can be a problem in crypto, but not really an issue in traditional banking. The bigger problem is that AI tools like deep fakes and voice cloning can create digital clones of people from their Internet presence. And that's why it's more important than ever that The people who run these AI companies provide us with a global digital passport to keep us safe from these AI monstrosities that they created. It's not About money, it's all about making the world a better place. The Worldcoin Foundation is the initial steward of the protocol, but is intended to become a public open So it's network owned by everybody, and it could potentially evolve into a global universal basic income, which we're definitely going to need after GPT 5 takes all our jobs for good. That sounds awesome, and I can't wait to just hang out all day and play video games, but Worldcoin has a long uphill battle ahead of itself. The MIT Technology Review released a scathing article last year that alleged deceptive marketing practices among a variety of other issues, and then you already have a black market emerging in China for Iris data to exploit Avoid the world coin system. The biggest issue though is that people are resistant to look into the orb. The orb is your friend. You must look into the orb. What's funny though is that most of us have already given All of our facial biometric data to companies like Apple, Meta, and TikTok in a far less transparent way. After the orb verifies that you're a human, your identity is added to a list of verified humans, and then the Worldcoin app generates a zero knowledge proof to prove your identity without revealing any of your secret information. In theory, you could be totally anonymous on Worldcoin, but many are skeptical and think it's just laying the groundwork for a world currency that will be implemented by the upcoming One World Government after the alien invasion of 2027, at which point they'll no longer scan our eyeballs, but instead Zed use far more reliable alien probes. Oh my god. I just cracked the code. You can't spell probe without orb. I could be wrong here, but But just to be safe, I'm gonna stick with Monero for all my anonymous crypto needs. This has been the Cove Report. 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like Amazon, Google, and Microsoft." }, { "end": 43.525, "start": 35.225, "text": "Not only did flood the job market with more talent, but simultaneously, the number of open jobs declined by about 60% based on data from true up dot io." } ], "speaker": 0, "start": 20.34 }, { "end": 69.5, "num_words": 97, "sentences": [ { "end": 47.705, "start": 43.525, "text": "And that's been a 1, 2 punch to the nuts for junior developers looking to get into the industry." }, { "end": 59.190002, "start": 50.95, "text": "In 2021, we had people working multiple full time jobs simultaneously, thanks to remote work, and you could land these jobs by simply taking a 100 second boot camp." }, { "end": 60.844997, "start": 59.190002, "text": "But today, day, things look a lot different." }, { "end": 67.58, "start": 60.905, "text": "Managers are still desperately trying to get people back into the office, and you can find all kinds of anecdotes on Reddit about how brutal the job market is right now." }, { 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about 1500 heads, which it blamed on the higher cost of capital." } ], "speaker": 0, "start": 69.5 }, { "end": 132.725, "num_words": 119, "sentences": [ { "end": 110.270004, "start": 100.725006, "text": "These high rates have also put the real estate market at a stand dramatically reducing the total number of transactions because nobody wants to pay $900,000 for a cardboard box with an 8% mortgage." }, { "end": 119.36, "start": 110.270004, "text": "The automotive industry is also struggling, and we saw Tesla prices come way down in 2023, which was a shock to some people who thought their Tesla was an appreciating asset just a year ago." }, { "end": 124.24, "start": 119.44, "text": "The economy, and especially technology, is addicted to low rates, but we've also got some wars going on." }, { "end": 129.02501, "start": 124.24, "text": "Now, I don't stand with Palestine, I don't stand with Israel, I don't stand Ukraine, I don't stand with Russia." }, { "end": 132.725, "start": 129.02501, "text": "I stand with Lockheed Martin and Boeing and the military industrial complex." } ], "speaker": 0, "start": 100.725006 }, { "end": 156.03, "num_words": 105, "sentences": [ { "end": 137.54, "start": 132.785, "text": "These companies make the tools we need to blow each other up, and when you stand with that team, you really can't lose." }, { "end": 144.715, "start": 137.54, "text": "What you have to realize is that you're living paycheck to paycheck, your employer is living bailout to bailout, and the United States government is living from war to war." }, { "end": 150.075, "start": 144.715, "text": "If we don't get a big war soon, the entire system could collapse, and that's not going to bode well for tech jobs in the future." }, { "end": 151.995, "start": 150.075, "text": "But speaking of money, crypto is back." }, { "end": 156.03, "start": 151.995, "text": "Bitcoin with 16 k at the beginning of the year and just broke 40 k a couple days ago." } ], "speaker": 0, "start": 132.785 }, { "end": 182.58, "num_words": 100, "sentences": [ { "end": 160.90501, "start": 156.03, "text": "And cryptobros are already predicting that one token will be worth over a1000000 dollars by the end of 2024." }, { "end": 163.205, "start": 161.125, "text": "The price to watch for is 69 k." }, { "end": 168.13, "start": 163.205, "text": "If it reaches this price point, the world will be flooded with memes that will elevate FOMO to biblical levels." }, { "end": 173.33, "start": 168.13, "text": "In other words, the crypto winter might be over, bringing us a fresh new round of Ponzi schemes to invest our parents' money in." }, { "end": 182.58, "start": 173.33, "text": "Another failed technology that could come back in 2024 is augmented and virtual reality, thanks primarily to the Apple Vision Pro, which is set to release in early 2024." } ], "speaker": 0, "start": 156.03 }, { "end": 206.29001, "num_words": 96, "sentences": [ { "end": 191.525, "start": 182.87999, "text": "Apple has done some revolutionary things in the past, like a mouse that charges from the bottom, and if these VR goggles take off, it could lead to a whole new round of opportunity for app developers." }, { "end": 192.985, "start": 191.525, "text": "However, I think that's unlikely." }, { "end": 200.59, "start": 193.045, "text": "Plenty of Apple cult members will drink this Kool Aid, but I don't think the general public is going to fork over $35100 to become even more disconnected from reality." }, { "end": 203.23, "start": 200.59, "text": "Ultimately though, I think this will end up being a niche product." }, { "end": 206.29001, "start": 203.23, "text": "Very cool to some people, but not appealing to the average NPC." } ], "speaker": 0, "start": 182.87999 }, { "end": 243.275, "num_words": 130, "sentences": [ { "end": 218.61, "start": 206.43001, "text": "Now speaking of where Microsoft just announced a few weeks ago that it's going to start producing its own chips, like the Maya chip for artificial intelligence and the Cobalt CPU, which is an ARM processor designed for general purpose use in the cloud." }, { "end": 224.565, "start": 218.61, "text": "And AWS is also building its own ARM based chips, which are cheaper and more efficient than traditional x86 chips." }, { "end": 236.54001, "start": 224.565, "text": "Now as of today, virtually all PCs and laptops running Windows run CPUs based on the x86 architecture, But that may not be the case in the future, because thanks to Project Volterra, it's now possible to run Windows on ARM chips." }, { "end": 239.435, "start": 236.54001, "text": "Hell, even Intel is going to manufacturing ARM chips." }, { "end": 243.275, "start": 239.435, "text": "The single most important thing anyone does with the CPU though is play video games." } ], "speaker": 0, "start": 206.43001 }, { "end": 266.68, "num_words": 93, "sentences": [ { "end": 246.555, "start": 243.275, "text": "And just yesterday, we got our first look at the GTA 6 trailer." }, { "end": 254.12999, "start": 246.555, "text": "This will likely be the most hyped up video game in the history of the world, and it's built using Rockstar's own proprietary RAGE game engine, and that means you can't use it." }, { "end": 255.56999, "start": 254.12999, "text": "What you can use is Unity." }, { "end": 262.165, "start": 255.56999, "text": "However, Unity made a massive blunder in 2023 by rolling out new pricing that would charge developers every time a game is downloaded." }, { "end": 266.68, "start": 262.225, "text": "Unity developers revolted, and it got so bad that they had to roll back the pricing and apologize." } ], "speaker": 0, "start": 243.275 }, { "end": 294.155, "num_words": 92, "sentences": [ { "end": 267.7, "start": 266.98, "text": "That's right." }, { "end": 268.2, "start": 267.7, "text": "Apologize." }, { "end": 278.695, "start": 268.74, "text": "Meanwhile, Unreal Engine released version 5.3 with some crazy new features like a procedural content generation frame war and its substrate material system that gets almost indistinguishable from reality." }, { "end": 290.38, "start": 278.755, "text": "Now, Unreal Engine's parent company, Epic Games, sued Apple a few years ago saying it's a monopoly because it takes a 30 cut on the App Store and doesn't allow alternative payment methods, but it lost that suit, and that was held up on appeal in 2023." }, { "end": 294.155, "start": 290.6, "text": "Epic Games is not giving up though with more ongoing lawsuit against Google." } ], "speaker": 0, "start": 266.98 }, { "end": 329.675, "num_words": 141, "sentences": [ { "end": 302.015, "start": 294.155, "text": "It seems like a long shot, but if they somehow win, it would be huge for indie developers because they could avoid that 30% cut to the big guy by using their own payment processor." }, { "end": 303.81998, "start": 302.075, "text": "But now Let's talk about web development." }, { "end": 317.065, "start": 303.81998, "text": "JavaScript land is as crazy as ever, but I think in 2024, people will stop building new JavaScript frameworks because nowadays they all have a similar developer experience with signal based reactivity, and the race will shift to who can build the best tools for existing frameworks." }, { "end": 323.25, "start": 317.065, "text": "We're seeing more visual editors and IDEs for frameworks like the act, where you can drag and drop components instead of coding them manually." }, { "end": 329.675, "start": 323.25, "text": "Then you have frameworks like Nuxt, which have built in dev tools to make life easier, but pretty soon, we should have AI writing most of our code." } ], "speaker": 0, "start": 294.155 }, { "end": 356.92, "num_words": 108, "sentences": [ { "end": 336.64, "start": 329.675, "text": "There are tools like Visual Copilot, where you can take a design in Figma, and it will automatically write the framework code along with tailwind styles." }, { "end": 344.32, "start": 336.72, "text": "In the near future, I think every JavaScript framework will have its own specialized tooling along with its own specially tuned AI for writing useful accurate code." }, { "end": 348.065, "start": 344.32, "text": "Whichever framework does this the best will will win the web development war for the next 10 years." }, { "end": 352.385, "start": 348.065, "text": "And I think there will be a lot of opportunity on the web, in part because of trends in mobile development." }, { "end": 356.92, "start": 352.385, "text": "This trend been ongoing for many years, but people just don't wanna download mobile apps anymore." } ], "speaker": 0, "start": 329.675 }, { "end": 379.555, "num_words": 100, "sentences": [ { "end": 361.95502, "start": 356.92, "text": "It's not like 10 years ago when you could develop an app in your mom's basement, have it go and become a millionaire overnight." }, { "end": 367.215, "start": 362.015, "text": "There are billions of people using smartphones every day, but getting their attention away from established apps is harder than ever." }, { "end": 370.6, "start": 367.215, "text": "Like, as you can here, most of my screen time goes to Twitter and Discord." }, { "end": 373, "start": 370.6, "text": "When it comes to building mobile apps, not too much has changed." }, { "end": 379.555, "start": 373, "text": "But if you're building cross platform, we're starting to see more low code tools that can build for both iOS and Android with a drag and drop interface." } ], "speaker": 0, "start": 356.92 }, { "end": 409.88998, "num_words": 112, "sentences": [ { "end": 382.035, "start": 379.615, "text": "But now let's talk about low level systems languages." }, { "end": 386.01498, "start": 382.095, "text": "Rust is still growing incredibly fast, and you can now find Rust code in the Linux kernel." }, { "end": 390.35, "start": 386.01498, "text": "There was some armor with the Rust Foundation earlier this year, and I might get sued for using this logo." }, { "end": 405.71, "start": 390.35, "text": "But there are some other up and coming low level languages as well, like Zig, the language behind the script BUN runtime and also Mojo, a Python superset that can also handle low level memory management, making it both approachable and extremely performant, an ideal option for AI and machine learning." }, { "end": 409.88998, "start": 405.71, "text": "And finally, that brings us to number 10, the elephant in the room, artificial intelligence." } ], "speaker": 0, "start": 379.615 }, { "end": 441.03, "num_words": 113, "sentences": [ { "end": 413.465, "start": 410.11, "text": "ChatGPT has only been around for a year, although it feels like a lot longer." }, { "end": 421.02002, "start": 413.465, "text": "And most normies out there haven't even touched it yet, but that's going to change over the next few years because we now have Bard built into Google to cannibalize its search engine." }, { "end": 425.2, "start": 421.02002, "text": "We have Copilot built into Microsoft Office to write all your papers and do all your spreadsheets." }, { "end": 432.935, "start": 425.42, "text": "An estimated 75% of all stock radio now happens via algorithms, and AI is being weaponized to both launch and defend against cyberattacks." }, { "end": 441.03, "start": 433.315, "text": "And even our military industrial complex friends like Palantir are using AI to help blow people up in a more environmentally friendly and equitable way." } ], "speaker": 0, "start": 410.11 }, { "end": 461.09003, "num_words": 73, "sentences": [ { "end": 443.75, "start": 441.03, "text": "But things got really crazy with generative image AI." }, { "end": 448.66498, "start": 443.75, "text": "10 years ago, Ian Goodfellow published a paper proposing the first generative adversarial network." }, { "end": 453.305, "start": 448.66498, "text": "7 years later, OpenAI brought us to fusion models with DALL E, but they still sucked pretty hard." }, { "end": 457.67, "start": 453.305, "text": "But then just 2 years from that point, we get images good enough to make 10 $1,000 a month on OnlyFans." }, { "end": 461.09003, "start": 457.89, "text": "In 2024, a big trend to watch is text to video." } ], "speaker": 0, "start": 441.03 }, { "end": 492, "num_words": 118, "sentences": [ { "end": 471.365, "start": 461.09003, "text": "Stable Diffusion just released a text to video model, and at the current rate of progress, I predict that by the end of 2024, you'll be able to generate a full length Bollywood quality movie from your laptop." }, { "end": 480.345, "start": 471.365, "text": "But none of this will matter if somebody first achieves artificial general intelligence, an AI that can actually think for itself and not just regurgitate and remix things humans have already gun." }, { "end": 484.605, "start": 480.345, "text": "Some people even think this has already been achieved by open AI with the leak of QStar." }, { "end": 489.52, "start": 484.74503, "text": "However, there's a French guy that thinks AGI is decades away, and some think it will never be achieved." }, { "end": 492, "start": 489.52, "text": "When that day comes, it could be a great day for humanity." } ], "speaker": 0, "start": 461.09003 }, { "end": 521.20996, "num_words": 116, "sentences": [ { "end": 496.25998, "start": 492, "text": "We'll never have to work or think again, and there'll be nothing left to do but indulge in pleasure." }, { "end": 500.165, "start": 496.31998, "text": "On the other hand though, you may live to see AI made horrors beyond your comprehension." }, { "end": 504.81003, "start": 500.225, "text": "It could end up being like when Faust made a deal with the devil for unlimited knowledge and pleasure." }, { "end": 509.59003, "start": 504.87003, "text": "But once that knowledge is achieved, there's a trade off in the form of moral and spiritual decline." }, { "end": 521.20996, "start": 509.59003, "text": "The AI will have to adjust for this by creating billions of lab grown babies, which are now a real thing, then put them into a simulation that has a disproportionate amount of suffering in order to offset the pleasures experienced by the AI." } ], "speaker": 0, "start": 492 }, { "end": 535.715, "num_words": 61, "sentences": [ { "end": 523.52997, "start": 521.20996, "text": "In fact, you might be in the simulation right now." }, { "end": 527.23, "start": 523.52997, "text": "Why else would you be watching a video gaslighting you into thinking you're in a simulation?" }, { "end": 529.695, "start": 527.29, "text": "You'd have to be crazy to think we're not in a simulation right now." }, { "end": 532.835, "start": 529.855, "text": "But again congratulations for making it to round 2024." }, { "end": 535.715, "start": 533.135, "text": "Thanks for watching, and I will see you in the next one." } ], "speaker": 0, "start": 521.20996 } ], "transcript": "\nSpeaker 0: Congratulations. You survived yet another year in the simulation. If you still have a job in tech, it means you survived massive layoffs, didn't get drafted into a war, and outsmarted the artificial intelligence that your boss wants to replace you with. 2023 was the craziest year ever, but at the rate things are accelerating, it'll look like nothing compared to 2024. I care deeply about a future because I'm going to spend the rest of my life there.\n\nBut the future ain't what it used to be. In today's video, we'll look at 10 trends in technology that you can take advantage of in 2024. Let's get started by looking at the health of the job market. At the beginning of 2023, we had massive layoffs from magnificent 7 companies like Amazon, Google, and Microsoft. Not only did flood the job market with more talent, but simultaneously, the number of open jobs declined by about 60% based on data from true up dot io.\n\nAnd that's been a 1, 2 punch to the nuts for junior developers looking to get into the industry. In 2021, we had people working multiple full time jobs simultaneously, thanks to remote work, and you could land these jobs by simply taking a 100 second boot camp. But today, day, things look a lot different. Managers are still desperately trying to get people back into the office, and you can find all kinds of anecdotes on Reddit about how brutal the job market is right now. It's been a rough year, but there is some hope.\n\nIf we look closely at the chart, you'll notice that job openings are up 13.8% from earlier this year, and all the big bang companies have unfrozen their hiring freezes. Although there aren't nearly as many open jobs as there used to be, so I'd be cautiously optimistic about an improving job market going into 2024. But lot of that depends on the state of the world. We're still in a high interest rate environment, which is not ideal for cash burning startups that need that easy money to hire a bunch of people to grow quickly. Just day, Spotify did its 3rd layoff of the year, where it severed about 1500 heads, which it blamed on the higher cost of capital.\n\nThese high rates have also put the real estate market at a stand dramatically reducing the total number of transactions because nobody wants to pay $900,000 for a cardboard box with an 8% mortgage. The automotive industry is also struggling, and we saw Tesla prices come way down in 2023, which was a shock to some people who thought their Tesla was an appreciating asset just a year ago. The economy, and especially technology, is addicted to low rates, but we've also got some wars going on. Now, I don't stand with Palestine, I don't stand with Israel, I don't stand Ukraine, I don't stand with Russia. I stand with Lockheed Martin and Boeing and the military industrial complex.\n\nThese companies make the tools we need to blow each other up, and when you stand with that team, you really can't lose. What you have to realize is that you're living paycheck to paycheck, your employer is living bailout to bailout, and the United States government is living from war to war. If we don't get a big war soon, the entire system could collapse, and that's not going to bode well for tech jobs in the future. But speaking of money, crypto is back. Bitcoin with 16 k at the beginning of the year and just broke 40 k a couple days ago.\n\nAnd cryptobros are already predicting that one token will be worth over a1000000 dollars by the end of 2024. The price to watch for is 69 k. If it reaches this price point, the world will be flooded with memes that will elevate FOMO to biblical levels. In other words, the crypto winter might be over, bringing us a fresh new round of Ponzi schemes to invest our parents' money in. Another failed technology that could come back in 2024 is augmented and virtual reality, thanks primarily to the Apple Vision Pro, which is set to release in early 2024.\n\nApple has done some revolutionary things in the past, like a mouse that charges from the bottom, and if these VR goggles take off, it could lead to a whole new round of opportunity for app developers. However, I think that's unlikely. Plenty of Apple cult members will drink this Kool Aid, but I don't think the general public is going to fork over $35100 to become even more disconnected from reality. Ultimately though, I think this will end up being a niche product. Very cool to some people, but not appealing to the average NPC.\n\nNow speaking of where Microsoft just announced a few weeks ago that it's going to start producing its own chips, like the Maya chip for artificial intelligence and the Cobalt CPU, which is an ARM processor designed for general purpose use in the cloud. And AWS is also building its own ARM based chips, which are cheaper and more efficient than traditional x86 chips. Now as of today, virtually all PCs and laptops running Windows run CPUs based on the x86 architecture, But that may not be the case in the future, because thanks to Project Volterra, it's now possible to run Windows on ARM chips. Hell, even Intel is going to manufacturing ARM chips. The single most important thing anyone does with the CPU though is play video games.\n\nAnd just yesterday, we got our first look at the GTA 6 trailer. This will likely be the most hyped up video game in the history of the world, and it's built using Rockstar's own proprietary RAGE game engine, and that means you can't use it. What you can use is Unity. However, Unity made a massive blunder in 2023 by rolling out new pricing that would charge developers every time a game is downloaded. Unity developers revolted, and it got so bad that they had to roll back the pricing and apologize.\n\nThat's right. Apologize. Meanwhile, Unreal Engine released version 5.3 with some crazy new features like a procedural content generation frame war and its substrate material system that gets almost indistinguishable from reality. Now, Unreal Engine's parent company, Epic Games, sued Apple a few years ago saying it's a monopoly because it takes a 30 cut on the App Store and doesn't allow alternative payment methods, but it lost that suit, and that was held up on appeal in 2023. Epic Games is not giving up though with more ongoing lawsuit against Google.\n\nIt seems like a long shot, but if they somehow win, it would be huge for indie developers because they could avoid that 30% cut to the big guy by using their own payment processor. But now Let's talk about web development. JavaScript land is as crazy as ever, but I think in 2024, people will stop building new JavaScript frameworks because nowadays they all have a similar developer experience with signal based reactivity, and the race will shift to who can build the best tools for existing frameworks. We're seeing more visual editors and IDEs for frameworks like the act, where you can drag and drop components instead of coding them manually. Then you have frameworks like Nuxt, which have built in dev tools to make life easier, but pretty soon, we should have AI writing most of our code.\n\nThere are tools like Visual Copilot, where you can take a design in Figma, and it will automatically write the framework code along with tailwind styles. In the near future, I think every JavaScript framework will have its own specialized tooling along with its own specially tuned AI for writing useful accurate code. Whichever framework does this the best will will win the web development war for the next 10 years. And I think there will be a lot of opportunity on the web, in part because of trends in mobile development. This trend been ongoing for many years, but people just don't wanna download mobile apps anymore.\n\nIt's not like 10 years ago when you could develop an app in your mom's basement, have it go and become a millionaire overnight. There are billions of people using smartphones every day, but getting their attention away from established apps is harder than ever. Like, as you can here, most of my screen time goes to Twitter and Discord. When it comes to building mobile apps, not too much has changed. But if you're building cross platform, we're starting to see more low code tools that can build for both iOS and Android with a drag and drop interface.\n\nBut now let's talk about low level systems languages. Rust is still growing incredibly fast, and you can now find Rust code in the Linux kernel. There was some armor with the Rust Foundation earlier this year, and I might get sued for using this logo. But there are some other up and coming low level languages as well, like Zig, the language behind the script BUN runtime and also Mojo, a Python superset that can also handle low level memory management, making it both approachable and extremely performant, an ideal option for AI and machine learning. And finally, that brings us to number 10, the elephant in the room, artificial intelligence.\n\nChatGPT has only been around for a year, although it feels like a lot longer. And most normies out there haven't even touched it yet, but that's going to change over the next few years because we now have Bard built into Google to cannibalize its search engine. We have Copilot built into Microsoft Office to write all your papers and do all your spreadsheets. An estimated 75% of all stock radio now happens via algorithms, and AI is being weaponized to both launch and defend against cyberattacks. And even our military industrial complex friends like Palantir are using AI to help blow people up in a more environmentally friendly and equitable way.\n\nBut things got really crazy with generative image AI. 10 years ago, Ian Goodfellow published a paper proposing the first generative adversarial network. 7 years later, OpenAI brought us to fusion models with DALL E, but they still sucked pretty hard. But then just 2 years from that point, we get images good enough to make 10 $1,000 a month on OnlyFans. In 2024, a big trend to watch is text to video.\n\nStable Diffusion just released a text to video model, and at the current rate of progress, I predict that by the end of 2024, you'll be able to generate a full length Bollywood quality movie from your laptop. But none of this will matter if somebody first achieves artificial general intelligence, an AI that can actually think for itself and not just regurgitate and remix things humans have already gun. Some people even think this has already been achieved by open AI with the leak of QStar. However, there's a French guy that thinks AGI is decades away, and some think it will never be achieved. When that day comes, it could be a great day for humanity.\n\nWe'll never have to work or think again, and there'll be nothing left to do but indulge in pleasure. On the other hand though, you may live to see AI made horrors beyond your comprehension. It could end up being like when Faust made a deal with the devil for unlimited knowledge and pleasure. But once that knowledge is achieved, there's a trade off in the form of moral and spiritual decline. The AI will have to adjust for this by creating billions of lab grown babies, which are now a real thing, then put them into a simulation that has a disproportionate amount of suffering in order to offset the pleasures experienced by the AI.\n\nIn fact, you might be in the simulation right now. Why else would you be watching a video gaslighting you into thinking you're in a simulation? You'd have to be crazy to think we're not in a simulation right now. But again congratulations for making it to round 2024. Thanks for watching, and I will see you in the next one." }, "summaries": null, "topics": [ { "end_word": 42, "start_word": 0, "text": "Congratulations. You survived yet another year in the simulation. If you still have a job in tech, it means you survived massive layoffs, didn't get drafted into a war, and outsmarted the artificial intelligence that your boss wants to replace you with.", "topics": [] }, { "end_word": 165, "start_word": 42, "text": "2023 was the craziest year ever, but at the rate things are accelerating, it'll look like nothing compared to 2024. I care deeply about a future because I'm going to spend the rest of my life there. But the future ain't what it used to be. In today's video, we'll look at 10 trends in technology that you can take advantage of in 2024. Let's get started by looking at the health of the job market. At the beginning of 2023, we had massive layoffs from magnificent 7 companies like Amazon, Google, and Microsoft. Not only did flood the job market with more talent, but simultaneously, the number of open jobs declined by about 60% based on data from true up dot io.", "topics": [ { "confidence": 0.93385184, "topic": "technology" }, { "confidence": 0.6281256, "topic": "industry" }, { "confidence": 0.5861334, "topic": "economy" }, { "confidence": 0.029896244, "topic": "economics" }, { "confidence": 0.011318013, "topic": "cosmology" } ] }, { "end_word": 292, "start_word": 165, "text": "And that's been a 1, 2 punch to the nuts for junior developers looking to get into the industry. In 2021, we had people working multiple full time jobs simultaneously, thanks to remote work, and you could land these jobs by simply taking a 100 second boot camp. But today, day, things look a lot different. Managers are still desperately trying to get people back into the office, and you can find all kinds of anecdotes on Reddit about how brutal the job market is right now. It's been a rough year, but there is some hope. If we look closely at the chart, you'll notice that job openings are up 13.8% from earlier this year, and all the big bang companies have unfrozen their hiring freezes.", "topics": [] }, { "end_word": 359, "start_word": 292, "text": "Although there aren't nearly as many open jobs as there used to be, so I'd be cautiously optimistic about an improving job market going into 2024. But lot of that depends on the state of the world. We're still in a high interest rate environment, which is not ideal for cash burning startups that need that easy money to hire a bunch of people to grow quickly.", "topics": [ { "confidence": 0.036988217, "topic": "economy" } ] }, { "end_word": 453, "start_word": 359, "text": "Just day, Spotify did its 3rd layoff of the year, where it severed about 1500 heads, which it blamed on the higher cost of capital. These high rates have also put the real estate market at a stand dramatically reducing the total number of transactions because nobody wants to pay $900,000 for a cardboard box with an 8% mortgage. The automotive industry is also struggling, and we saw Tesla prices come way down in 2023, which was a shock to some people who thought their Tesla was an appreciating asset just a year ago.", "topics": [ { "confidence": 0.29464665, "topic": "real estate" }, { "confidence": 0.10005639, "topic": "mortgages" } ] }, { "end_word": 491, "start_word": 453, "text": "The economy, and especially technology, is addicted to low rates, but we've also got some wars going on. Now, I don't stand with Palestine, I don't stand with Israel, I don't stand Ukraine, I don't stand with Russia.", "topics": [] }, { "end_word": 556, "start_word": 491, "text": "I stand with Lockheed Martin and Boeing and the military industrial complex. These companies make the tools we need to blow each other up, and when you stand with that team, you really can't lose. What you have to realize is that you're living paycheck to paycheck, your employer is living bailout to bailout, and the United States government is living from war to war.", "topics": [ { "confidence": 0.026217364, "topic": "military" } ] }, { "end_word": 1009, "start_word": 556, "text": "If we don't get a big war soon, the entire system could collapse, and that's not going to bode well for tech jobs in the future. But speaking of money, crypto is back. Bitcoin with 16 k at the beginning of the year and just broke 40 k a couple days ago. And cryptobros are already predicting that one token will be worth over a1000000 dollars by the end of 2024. The price to watch for is 69 k. If it reaches this price point, the world will be flooded with memes that will elevate FOMO to biblical levels. In other words, the crypto winter might be over, bringing us a fresh new round of Ponzi schemes to invest our parents' money in. Another failed technology that could come back in 2024 is augmented and virtual reality, thanks primarily to the Apple Vision Pro, which is set to release in early 2024. Apple has done some revolutionary things in the past, like a mouse that charges from the bottom, and if these VR goggles take off, it could lead to a whole new round of opportunity for app developers. However, I think that's unlikely. Plenty of Apple cult members will drink this Kool Aid, but I don't think the general public is going to fork over $35100 to become even more disconnected from reality. Ultimately though, I think this will end up being a niche product. Very cool to some people, but not appealing to the average NPC. Now speaking of where Microsoft just announced a few weeks ago that it's going to start producing its own chips, like the Maya chip for artificial intelligence and the Cobalt CPU, which is an ARM processor designed for general purpose use in the cloud. And AWS is also building its own ARM based chips, which are cheaper and more efficient than traditional x86 chips. Now as of today, virtually all PCs and laptops running Windows run CPUs based on the x86 architecture, But that may not be the case in the future, because thanks to Project Volterra, it's now possible to run Windows on ARM chips. Hell, even Intel is going to manufacturing ARM chips. The single most important thing anyone does with the CPU though is play video games. And just yesterday, we got our first look at the GTA 6 trailer. This will likely be the most hyped up video game in the history of the world, and it's built using Rockstar's own proprietary RAGE game engine, and that means you can't use it. What you can use is Unity. However, Unity made a massive blunder in 2023 by rolling out new pricing that would charge developers every time a game is downloaded.", "topics": [ { "confidence": 0.99969304, "topic": "cryptocurrency" }, { "confidence": 0.98698723, "topic": "video gaming" }, { "confidence": 0.27133185, "topic": "apple" }, { "confidence": 0.23777142, "topic": "games" }, { "confidence": 0.12883052, "topic": "technology" }, { "confidence": 0.033047784, "topic": "computer science" }, { "confidence": 0.018845715, "topic": "christmas" }, { "confidence": 0.013395847, "topic": "computers" } ] }, { "end_word": 1059, "start_word": 1009, "text": "Unity developers revolted, and it got so bad that they had to roll back the pricing and apologize. That's right. Apologize. Meanwhile, Unreal Engine released version 5.3 with some crazy new features like a procedural content generation frame war and its substrate material system that gets almost indistinguishable from reality.", "topics": [] }, { "end_word": 1161, "start_word": 1059, "text": "Now, Unreal Engine's parent company, Epic Games, sued Apple a few years ago saying it's a monopoly because it takes a 30 cut on the App Store and doesn't allow alternative payment methods, but it lost that suit, and that was held up on appeal in 2023. Epic Games is not giving up though with more ongoing lawsuit against Google. It seems like a long shot, but if they somehow win, it would be huge for indie developers because they could avoid that 30% cut to the big guy by using their own payment processor. But now Let's talk about web development.", "topics": [ { "confidence": 0.017718561, "topic": "apple" }, { "confidence": 0.008647624, "topic": "games" }, { "confidence": 0.006428094, "topic": "gambling" } ] }, { "end_word": 1208, "start_word": 1161, "text": "JavaScript land is as crazy as ever, but I think in 2024, people will stop building new JavaScript frameworks because nowadays they all have a similar developer experience with signal based reactivity, and the race will shift to who can build the best tools for existing frameworks.", "topics": [] }, { "end_word": 1468, "start_word": 1208, "text": "We're seeing more visual editors and IDEs for frameworks like the act, where you can drag and drop components instead of coding them manually. Then you have frameworks like Nuxt, which have built in dev tools to make life easier, but pretty soon, we should have AI writing most of our code. There are tools like Visual Copilot, where you can take a design in Figma, and it will automatically write the framework code along with tailwind styles. In the near future, I think every JavaScript framework will have its own specialized tooling along with its own specially tuned AI for writing useful accurate code. Whichever framework does this the best will will win the web development war for the next 10 years. And I think there will be a lot of opportunity on the web, in part because of trends in mobile development. This trend been ongoing for many years, but people just don't wanna download mobile apps anymore. It's not like 10 years ago when you could develop an app in your mom's basement, have it go and become a millionaire overnight. There are billions of people using smartphones every day, but getting their attention away from established apps is harder than ever. Like, as you can here, most of my screen time goes to Twitter and Discord. When it comes to building mobile apps, not too much has changed. But if you're building cross platform, we're starting to see more low code tools that can build for both iOS and Android with a drag and drop interface.", "topics": [ { "confidence": 0.92365396, "topic": "software" }, { "confidence": 0.8371291, "topic": "phones" }, { "confidence": 0.6467934, "topic": "graphic design" }, { "confidence": 0.22533582, "topic": "visualization" }, { "confidence": 0.1798601, "topic": "telecommunications" }, { "confidence": 0.12255041, "topic": "software development" }, { "confidence": 0.031071238, "topic": "animation" }, { "confidence": 0.021045195, "topic": "google" }, { "confidence": 0.015170623, "topic": "internet" }, { "confidence": 0.006134415, "topic": "technology" } ] }, { "end_word": 1565, "start_word": 1468, "text": "But now let's talk about low level systems languages. Rust is still growing incredibly fast, and you can now find Rust code in the Linux kernel. There was some armor with the Rust Foundation earlier this year, and I might get sued for using this logo. But there are some other up and coming low level languages as well, like Zig, the language behind the script BUN runtime and also Mojo, a Python superset that can also handle low level memory management, making it both approachable and extremely performant, an ideal option for AI and machine learning.", "topics": [] }, { "end_word": 1872, "start_word": 1565, "text": "And finally, that brings us to number 10, the elephant in the room, artificial intelligence. ChatGPT has only been around for a year, although it feels like a lot longer. And most normies out there haven't even touched it yet, but that's going to change over the next few years because we now have Bard built into Google to cannibalize its search engine. We have Copilot built into Microsoft Office to write all your papers and do all your spreadsheets. An estimated 75% of all stock radio now happens via algorithms, and AI is being weaponized to both launch and defend against cyberattacks. And even our military industrial complex friends like Palantir are using AI to help blow people up in a more environmentally friendly and equitable way. But things got really crazy with generative image AI. 10 years ago, Ian Goodfellow published a paper proposing the first generative adversarial network. 7 years later, OpenAI brought us to fusion models with DALL E, but they still sucked pretty hard. But then just 2 years from that point, we get images good enough to make 10 $1,000 a month on OnlyFans. In 2024, a big trend to watch is text to video. Stable Diffusion just released a text to video model, and at the current rate of progress, I predict that by the end of 2024, you'll be able to generate a full length Bollywood quality movie from your laptop. But none of this will matter if somebody first achieves artificial general intelligence, an AI that can actually think for itself and not just regurgitate and remix things humans have already gun. Some people even think this has already been achieved by open AI with the leak of QStar. However, there's a French guy that thinks AGI is decades away, and some think it will never be achieved.", "topics": [ { "confidence": 0.9181535, "topic": "artificial intelligence" }, { "confidence": 0.51442593, "topic": "multimedia" }, { "confidence": 0.20672747, "topic": "streaming" }, { "confidence": 0.101450525, "topic": "google" }, { "confidence": 0.06345088, "topic": "journalism" }, { "confidence": 0.03681265, "topic": "computer science" }, { "confidence": 0.025802765, "topic": "neural networks" }, { "confidence": 0.025533056, "topic": "ibm" }, { "confidence": 0.024368646, "topic": "film" }, { "confidence": 0.021461453, "topic": "technology" }, { "confidence": 0.014163736, "topic": "media" }, { "confidence": 0.012728105, "topic": "machine learning" } ] }, { "end_word": 1938, "start_word": 1872, "text": "When that day comes, it could be a great day for humanity. We'll never have to work or think again, and there'll be nothing left to do but indulge in pleasure. On the other hand though, you may live to see AI made horrors beyond your comprehension. It could end up being like when Faust made a deal with the devil for unlimited knowledge and pleasure.", "topics": [] }, { "end_word": 2000, "start_word": 1938, "text": "But once that knowledge is achieved, there's a trade off in the form of moral and spiritual decline. The AI will have to adjust for this by creating billions of lab grown babies, which are now a real thing, then put them into a simulation that has a disproportionate amount of suffering in order to offset the pleasures experienced by the AI.", "topics": [ { "confidence": 0.15282293, "topic": "artificial intelligence" } ] }, { "end_word": 2061, "start_word": 2000, "text": "In fact, you might be in the simulation right now. Why else would you be watching a video gaslighting you into thinking you're in a simulation? You'd have to be crazy to think we're not in a simulation right now. But again congratulations for making it to round 2024. Thanks for watching, and I will see you in the next one.", "topics": [] } ], "transcript": "Congratulations. You survived yet another year in the simulation. If you still have a job in tech, it means you survived massive layoffs, didn't get drafted into a war, and outsmarted the artificial intelligence that your boss wants to replace you with. 2023 was the craziest year ever, but at the rate things are accelerating, it'll look like nothing compared to 2024. I care deeply about a future because I'm going to spend the rest of my life there. But the future ain't what it used to be. In today's video, we'll look at 10 trends in technology that you can take advantage of in 2024. Let's get started by looking at the health of the job market. At the beginning of 2023, we had massive layoffs from magnificent 7 companies like Amazon, Google, and Microsoft. Not only did flood the job market with more talent, but simultaneously, the number of open jobs declined by about 60% based on data from true up dot io. And that's been a 1, 2 punch to the nuts for junior developers looking to get into the industry. In 2021, we had people working multiple full time jobs simultaneously, thanks to remote work, and you could land these jobs by simply taking a 100 second boot camp. But today, day, things look a lot different. Managers are still desperately trying to get people back into the office, and you can find all kinds of anecdotes on Reddit about how brutal the job market is right now. It's been a rough year, but there is some hope. If we look closely at the chart, you'll notice that job openings are up 13.8% from earlier this year, and all the big bang companies have unfrozen their hiring freezes. Although there aren't nearly as many open jobs as there used to be, so I'd be cautiously optimistic about an improving job market going into 2024. But lot of that depends on the state of the world. We're still in a high interest rate environment, which is not ideal for cash burning startups that need that easy money to hire a bunch of people to grow quickly. Just day, Spotify did its 3rd layoff of the year, where it severed about 1500 heads, which it blamed on the higher cost of capital. These high rates have also put the real estate market at a stand dramatically reducing the total number of transactions because nobody wants to pay $900,000 for a cardboard box with an 8% mortgage. The automotive industry is also struggling, and we saw Tesla prices come way down in 2023, which was a shock to some people who thought their Tesla was an appreciating asset just a year ago. The economy, and especially technology, is addicted to low rates, but we've also got some wars going on. Now, I don't stand with Palestine, I don't stand with Israel, I don't stand Ukraine, I don't stand with Russia. I stand with Lockheed Martin and Boeing and the military industrial complex. These companies make the tools we need to blow each other up, and when you stand with that team, you really can't lose. What you have to realize is that you're living paycheck to paycheck, your employer is living bailout to bailout, and the United States government is living from war to war. If we don't get a big war soon, the entire system could collapse, and that's not going to bode well for tech jobs in the future. But speaking of money, crypto is back. Bitcoin with 16 k at the beginning of the year and just broke 40 k a couple days ago. And cryptobros are already predicting that one token will be worth over a1000000 dollars by the end of 2024. The price to watch for is 69 k. If it reaches this price point, the world will be flooded with memes that will elevate FOMO to biblical levels. In other words, the crypto winter might be over, bringing us a fresh new round of Ponzi schemes to invest our parents' money in. Another failed technology that could come back in 2024 is augmented and virtual reality, thanks primarily to the Apple Vision Pro, which is set to release in early 2024. Apple has done some revolutionary things in the past, like a mouse that charges from the bottom, and if these VR goggles take off, it could lead to a whole new round of opportunity for app developers. However, I think that's unlikely. Plenty of Apple cult members will drink this Kool Aid, but I don't think the general public is going to fork over $35100 to become even more disconnected from reality. Ultimately though, I think this will end up being a niche product. Very cool to some people, but not appealing to the average NPC. Now speaking of where Microsoft just announced a few weeks ago that it's going to start producing its own chips, like the Maya chip for artificial intelligence and the Cobalt CPU, which is an ARM processor designed for general purpose use in the cloud. And AWS is also building its own ARM based chips, which are cheaper and more efficient than traditional x86 chips. Now as of today, virtually all PCs and laptops running Windows run CPUs based on the x86 architecture, But that may not be the case in the future, because thanks to Project Volterra, it's now possible to run Windows on ARM chips. Hell, even Intel is going to manufacturing ARM chips. The single most important thing anyone does with the CPU though is play video games. And just yesterday, we got our first look at the GTA 6 trailer. This will likely be the most hyped up video game in the history of the world, and it's built using Rockstar's own proprietary RAGE game engine, and that means you can't use it. What you can use is Unity. However, Unity made a massive blunder in 2023 by rolling out new pricing that would charge developers every time a game is downloaded. Unity developers revolted, and it got so bad that they had to roll back the pricing and apologize. That's right. Apologize. Meanwhile, Unreal Engine released version 5.3 with some crazy new features like a procedural content generation frame war and its substrate material system that gets almost indistinguishable from reality. Now, Unreal Engine's parent company, Epic Games, sued Apple a few years ago saying it's a monopoly because it takes a 30 cut on the App Store and doesn't allow alternative payment methods, but it lost that suit, and that was held up on appeal in 2023. Epic Games is not giving up though with more ongoing lawsuit against Google. It seems like a long shot, but if they somehow win, it would be huge for indie developers because they could avoid that 30% cut to the big guy by using their own payment processor. But now Let's talk about web development. JavaScript land is as crazy as ever, but I think in 2024, people will stop building new JavaScript frameworks because nowadays they all have a similar developer experience with signal based reactivity, and the race will shift to who can build the best tools for existing frameworks. We're seeing more visual editors and IDEs for frameworks like the act, where you can drag and drop components instead of coding them manually. Then you have frameworks like Nuxt, which have built in dev tools to make life easier, but pretty soon, we should have AI writing most of our code. There are tools like Visual Copilot, where you can take a design in Figma, and it will automatically write the framework code along with tailwind styles. In the near future, I think every JavaScript framework will have its own specialized tooling along with its own specially tuned AI for writing useful accurate code. Whichever framework does this the best will will win the web development war for the next 10 years. And I think there will be a lot of opportunity on the web, in part because of trends in mobile development. This trend been ongoing for many years, but people just don't wanna download mobile apps anymore. It's not like 10 years ago when you could develop an app in your mom's basement, have it go and become a millionaire overnight. There are billions of people using smartphones every day, but getting their attention away from established apps is harder than ever. Like, as you can here, most of my screen time goes to Twitter and Discord. When it comes to building mobile apps, not too much has changed. But if you're building cross platform, we're starting to see more low code tools that can build for both iOS and Android with a drag and drop interface. But now let's talk about low level systems languages. Rust is still growing incredibly fast, and you can now find Rust code in the Linux kernel. There was some armor with the Rust Foundation earlier this year, and I might get sued for using this logo. But there are some other up and coming low level languages as well, like Zig, the language behind the script BUN runtime and also Mojo, a Python superset that can also handle low level memory management, making it both approachable and extremely performant, an ideal option for AI and machine learning. And finally, that brings us to number 10, the elephant in the room, artificial intelligence. ChatGPT has only been around for a year, although it feels like a lot longer. And most normies out there haven't even touched it yet, but that's going to change over the next few years because we now have Bard built into Google to cannibalize its search engine. We have Copilot built into Microsoft Office to write all your papers and do all your spreadsheets. An estimated 75% of all stock radio now happens via algorithms, and AI is being weaponized to both launch and defend against cyberattacks. And even our military industrial complex friends like Palantir are using AI to help blow people up in a more environmentally friendly and equitable way. But things got really crazy with generative image AI. 10 years ago, Ian Goodfellow published a paper proposing the first generative adversarial network. 7 years later, OpenAI brought us to fusion models with DALL E, but they still sucked pretty hard. But then just 2 years from that point, we get images good enough to make 10 $1,000 a month on OnlyFans. In 2024, a big trend to watch is text to video. Stable Diffusion just released a text to video model, and at the current rate of progress, I predict that by the end of 2024, you'll be able to generate a full length Bollywood quality movie from your laptop. But none of this will matter if somebody first achieves artificial general intelligence, an AI that can actually think for itself and not just regurgitate and remix things humans have already gun. Some people even think this has already been achieved by open AI with the leak of QStar. However, there's a French guy that thinks AGI is decades away, and some think it will never be achieved. When that day comes, it could be a great day for humanity. We'll never have to work or think again, and there'll be nothing left to do but indulge in pleasure. On the other hand though, you may live to see AI made horrors beyond your comprehension. It could end up being like when Faust made a deal with the devil for unlimited knowledge and pleasure. But once that knowledge is achieved, there's a trade off in the form of moral and spiritual decline. The AI will have to adjust for this by creating billions of lab grown babies, which are now a real thing, then put them into a simulation that has a disproportionate amount of suffering in order to offset the pleasures experienced by the AI. In fact, you might be in the simulation right now. Why else would you be watching a video gaslighting you into thinking you're in a simulation? You'd have to be crazy to think we're not in a simulation right now. But again congratulations for making it to round 2024. Thanks for watching, and I will see you in the next one.", "translations": null, "words": [ { "confidence": 0.86816406, "end": 0.65999997, "punctuated_word": "Congratulations.", "speaker": 0, "speaker_confidence": 0.7241211, "start": 0.16, "word": "congratulations" }, { "confidence": 0.9980469, "end": 1.36, "punctuated_word": "You", "speaker": 0, "speaker_confidence": 0.7241211, "start": 1.12, "word": "you" }, { "confidence": 0.99121094, "end": 1.76, "punctuated_word": "survived", "speaker": 0, "speaker_confidence": 0.7241211, "start": 1.36, "word": "survived" }, { "confidence": 0.99902344, "end": 1.92, "punctuated_word": "yet", "speaker": 0, "speaker_confidence": 0.7241211, "start": 1.76, "word": "yet" }, { "confidence": 1, "end": 2.24, "punctuated_word": "another", "speaker": 0, "speaker_confidence": 0.7241211, "start": 1.92, "word": "another" }, { "confidence": 1, "end": 2.48, "punctuated_word": "year", "speaker": 0, "speaker_confidence": 0.7241211, "start": 2.24, "word": "year" }, 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"start": 152.33499, "text": "Hit the like button if you wanna see more short videos like this." }, { "end": 157.51863, "start": 154.735, "text": "Thanks for watching, and and I will see you in the next one." } ], "speaker": 0, "start": 152.33499 } ], "transcript": "\nSpeaker 0: Zig, a high performance system programming language often labeled as a next generation alternative to C. It was created by Andrew Kelly in 2016, and quickly evolved into one of the most desired new languages in the world. Like C, it's minimal, extremely fast, and allows for low level memory control. But instead of managing memory directly in the language with functions like malloc and free, the Zig standard library ships allocators to provide a consistent interface for memory management. Zig is not a memory safe language like Rust or Go, but it doesn't have any hidden memory allocations, making the code far more explicit and portable because allocators can be easily swapped out in the code to target different architectures like x86, ARM, WebAssembly, and bare metal.\n\nIn In addition, Zig has no hidden control flow. If it looks like a function and quacks like a function, it's a function. There's no operator overloading, and it doesn't even have exceptions. If a function can fail, it needs to return an explicit error value. The language also has a unique comp time keyword that makes it trivial to run code at compile time instead of runtime.\n\nNo pre processor or macros are necessary. And finally, Zig can integrate well into a c or c plus plus code base and supports cross compilation out of the box with LLVM, although divorce paperwork has been filed. To get started, install Zig, then create a new project with the zig and net exe command. In the main file, first import the standard library, then define a main function. Notice how the function returns a type of void with an exclamation point.\n\nThat exclamation point means that the function might return an error, declare a mutable variable with the bar keyword followed by a type like q wait to represent a single byte, then assign and modify its value later, or use const to define an immutable variable that can not be changed. We can also bundle multiple variables together into a struct, then access them on that name space with dot notation. Now things start to get more interesting when memory management comes into When initializing an array of integers, we can allocate it to a slice of memory in the heap using the built in page allocator from the standard library. What's so cool about this is that we could swap it out with other allocators to use different memory management strategies. Now when we're done with this memory, we need to set it free.\n\nOtherwise, we could have a memory leak. And re leak. The defer keyword allows us to put that code right next to the allocation itself and will automatically de initialize the list when it goes out of scope. Now as we operate on the list, the try keyword provides explicit error handling. If this line fails, it will automatically catch and return the error.\n\nYou can't just ignore it and that will make your code more reliable. And speaking of reliability, Zig has a built in testing framework. Use the test keyword to evaluate code outside of the main program, then use the Zig test command to run it. And finally, build an executable with the Zig build man, and choose a build mode to optimize for speed, size, or safety. This has been the Zig programming language in 100 seconds.\n\nHit the like button if you wanna see more short videos like this. Thanks for watching, and and I will see you in the next one." }, "summaries": null, "topics": [ { "end_word": 161, "start_word": 0, "text": "Zig, a high performance system programming language often labeled as a next generation alternative to C. It was created by Andrew Kelly in 2016, and quickly evolved into one of the most desired new languages in the world. Like C, it's minimal, extremely fast, and allows for low level memory control. But instead of managing memory directly in the language with functions like malloc and free, the Zig standard library ships allocators to provide a consistent interface for memory management. Zig is not a memory safe language like Rust or Go, but it doesn't have any hidden memory allocations, making the code far more explicit and portable because allocators can be easily swapped out in the code to target different architectures like x86, ARM, WebAssembly, and bare metal. In In addition, Zig has no hidden control flow. If it looks like a function and quacks like a function, it's a function. There's no operator overloading, and it doesn't even have exceptions.", "topics": [] }, { "end_word": 234, "start_word": 161, "text": "If a function can fail, it needs to return an explicit error value. The language also has a unique comp time keyword that makes it trivial to run code at compile time instead of runtime. No pre processor or macros are necessary. And finally, Zig can integrate well into a c or c plus plus code base and supports cross compilation out of the box with LLVM, although divorce paperwork has been filed.", "topics": [ { "confidence": 0.006223847, "topic": "programming" } ] }, { "end_word": 532, "start_word": 234, "text": "To get started, install Zig, then create a new project with the zig and net exe command. In the main file, first import the standard library, then define a main function. Notice how the function returns a type of void with an exclamation point. That exclamation point means that the function might return an error, declare a mutable variable with the bar keyword followed by a type like q wait to represent a single byte, then assign and modify its value later, or use const to define an immutable variable that can not be changed. We can also bundle multiple variables together into a struct, then access them on that name space with dot notation. 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Use the test keyword to evaluate code outside of the main program, then use the Zig test command to run it.", "topics": [] }, { "end_word": 590, "start_word": 532, "text": "And finally, build an executable with the Zig build man, and choose a build mode to optimize for speed, size, or safety. This has been the Zig programming language in 100 seconds. Hit the like button if you wanna see more short videos like this. Thanks for watching, and and I will see you in the next one.", "topics": [ { "confidence": 0.69391495, "topic": "youtube" }, { "confidence": 0.04695601, "topic": "programming" }, { "confidence": 0.008929792, "topic": "graphic design" }, { "confidence": 0.0069111018, "topic": "video gaming" } ] } ], "transcript": "Zig, a high performance system programming language often labeled as a next generation alternative to C. It was created by Andrew Kelly in 2016, and quickly evolved into one of the most desired new languages in the world. Like C, it's minimal, extremely fast, and allows for low level memory control. But instead of managing memory directly in the language with functions like malloc and free, the Zig standard library ships allocators to provide a consistent interface for memory management. Zig is not a memory safe language like Rust or Go, but it doesn't have any hidden memory allocations, making the code far more explicit and portable because allocators can be easily swapped out in the code to target different architectures like x86, ARM, WebAssembly, and bare metal. In In addition, Zig has no hidden control flow. If it looks like a function and quacks like a function, it's a function. There's no operator overloading, and it doesn't even have exceptions. If a function can fail, it needs to return an explicit error value. The language also has a unique comp time keyword that makes it trivial to run code at compile time instead of runtime. No pre processor or macros are necessary. 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It's one of the most powerful characters in the JavaScript universe, providing syntactic sugar in 3 awesome, yet totally unrelated ways. First up, we have the ternary operator. The word ternary literally means composed of 3 parts. Using the question mark as our starting place, We add a condition on the left side, then on the right side, we add a value to assign when the condition is truthy.\n\nBut if the condition is falsy, we add a colon to assign a different value. The operator is often used to replace a traditional if statement. The code in a ternary expression is far more concise, But you might argue that it's much less readable than an if statement, and you might be right. That is until you need to assign a variable. A statement, like if, is code that does something.\n\nIt's imperative. It begins with state, then as the program's executed, it mutates the state, and takes multiple lines of code just to assign a variable based on a simple condition. The ternary operator on the other hand creates an expression, which means that it produces a value that we can then assign to a variable. This code is declarative. It describes the state of the variable as opposed to mutating it.\n\nThat's why we can use const here, but require let in the if Declarative code is awesome because it can also be used in function arguments, and in array, and object literals. But the question Work isn't done there. In 2020, an awesome new feature landed in JavaScript called optional chaining. At some point, you've likely written code that calls an object property that does not exist, And when that happens, it triggers an error at runtime. You could write some code that asserts a property exists before calling it, but this can get really ugly.\n\nNowadays, you can just insert a question mark between the property name and the period between the next property. If the parent property is undefined, It'll just return undefined instead of throwing an error. 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Thanks for watching, and I will see you in the next one." }, "summaries": null, "topics": [ { "end_word": 31, "start_word": 0, "text": "The question mark. It's one of the most powerful characters in the JavaScript universe, providing syntactic sugar in 3 awesome, yet totally unrelated ways. First up, we have the ternary operator.", "topics": [] }, { "end_word": 255, "start_word": 31, "text": "The word ternary literally means composed of 3 parts. Using the question mark as our starting place, We add a condition on the left side, then on the right side, we add a value to assign when the condition is truthy. But if the condition is falsy, we add a colon to assign a different value. The operator is often used to replace a traditional if statement. The code in a ternary expression is far more concise, But you might argue that it's much less readable than an if statement, and you might be right. That is until you need to assign a variable. A statement, like if, is code that does something. 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At some point, you've likely written code that calls an object property that does not exist, And when that happens, it triggers an error at runtime. You could write some code that asserts a property exists before calling it, but this can get really ugly. Nowadays, you can just insert a question mark between the property name and the period between the next property. If the parent property is undefined, It'll just return undefined instead of throwing an error. That's a truly life changing feature for the JavaScript developer, but the question mark has one more trick up its sleeve, Nullish coalescing. In many cases, you may want to set a default value for a missing variable or property name. You can easily do that with a logical or operator. If the left side is falsy, then use the value on the right side. But because JavaScript has a bunch of weird rules for what is truthy and falsy, you may get weird results.", "topics": [] }, { "end_word": 529, "start_word": 431, "text": "Like an empty string or 0 being set to a default value because it resolves to falsie. Instead of logical or, you can add a double question mark, which works just like logical or, except undefined and null are the only values that short circuit to the right side, making the behavior of your code much more predictable. This has been the JavaScript question mark in 100 seconds. If you wanna see more short videos like this, make sure to hit the like button and subscribe. Thanks for watching, and I will see you in the next one.", "topics": [ { "confidence": 0.7584522, "topic": "logic" }, { "confidence": 0.22025038, "topic": "logical reasoning" }, { "confidence": 0.15847558, "topic": "youtube" } ] } ], "transcript": "The question mark. It's one of the most powerful characters in the JavaScript universe, providing syntactic sugar in 3 awesome, yet totally unrelated ways. First up, we have the ternary operator. The word ternary literally means composed of 3 parts. Using the question mark as our starting place, We add a condition on the left side, then on the right side, we add a value to assign when the condition is truthy. But if the condition is falsy, we add a colon to assign a different value. The operator is often used to replace a traditional if statement. The code in a ternary expression is far more concise, But you might argue that it's much less readable than an if statement, and you might be right. That is until you need to assign a variable. A statement, like if, is code that does something. It's imperative. It begins with state, then as the program's executed, it mutates the state, and takes multiple lines of code just to assign a variable based on a simple condition. The ternary operator on the other hand creates an expression, which means that it produces a value that we can then assign to a variable. This code is declarative. It describes the state of the variable as opposed to mutating it. That's why we can use const here, but require let in the if Declarative code is awesome because it can also be used in function arguments, and in array, and object literals. But the question Work isn't done there. In 2020, an awesome new feature landed in JavaScript called optional chaining. At some point, you've likely written code that calls an object property that does not exist, And when that happens, it triggers an error at runtime. You could write some code that asserts a property exists before calling it, but this can get really ugly. Nowadays, you can just insert a question mark between the property name and the period between the next property. If the parent property is undefined, It'll just return undefined instead of throwing an error. That's a truly life changing feature for the JavaScript developer, but the question mark has one more trick up its sleeve, Nullish coalescing. In many cases, you may want to set a default value for a missing variable or property name. You can easily do that with a logical or operator. If the left side is falsy, then use the value on the right side. But because JavaScript has a bunch of weird rules for what is truthy and falsy, you may get weird results. Like an empty string or 0 being set to a default value because it resolves to falsie. Instead of logical or, you can add a double question mark, which works just like logical or, except undefined and null are the only values that short circuit to the right side, making the behavior of your code much more predictable. This has been the JavaScript question mark in 100 seconds. If you wanna see more short videos like this, make sure to hit the like button and subscribe. 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