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  • [MUSIC PLAYING]

  • DAVID J. MALAN: All right.

  • So this is CS50.

  • And this is week 1, the one in which you learn a new language, which

  • is something we technically said last week, at least if you had never

  • played with this graphical language known as Scratch before, which itself

  • was a programming language.

  • But today, as promised, we transition to something

  • a little more traditional, a little more text-based,

  • not puzzle piece- or block-based, known as C.

  • This is an older language.

  • It's been around for decades.

  • But it's a language that underlies so many of today's more modern languages,

  • among them something called Python that we'll also

  • come to in a few weeks' time.

  • Indeed, at the end of the semester, the goal

  • is for you to feel that you've not learned Scratch,

  • you've not learned C, or even Python, for that matter,

  • but fundamentally that you've learned how to program.

  • Unfortunately, when you learn how to program

  • with a more traditional language like this, there's just so much distraction.

  • Last week I described all of the syntax, all of the weird punctuation

  • that you see in this, like the hash symbol, these angled brackets,

  • parentheses, curly braces, backslash n, and more.

  • Well, today we're not going to reveal what all of those little particulars

  • mean.

  • But by next week, will this no longer look like the proverbial Greek

  • to you, a language that, presumably, you've never actually seen or typed

  • before.

  • But to do that, we'll explore some of the very same topics as last week.

  • So recall that, via Scratch-- and presumably via problem set 1--

  • we took a look at things called functions that are actions or verbs.

  • And related to functions were arguments like inputs.

  • And related to some functions were returned values like outputs.

  • Then we talked a bit about conditionals, forks in the road, so to speak,

  • Boolean expressions, which are just yes/no questions or true/false

  • questions, loops, which let you do things again and again, variables,

  • like in math, that let you store values temporarily,

  • and then even other topics still.

  • So if you were comfortable on the heels of problem set 0 and last week,

  • realize that all of these topics are going to remain with us.

  • So really, today is just about acquiring all the more of a mental model for how

  • you translate those ideas into, presumably, a very cryptic new syntax--

  • a new syntax, frankly, that's actually more

  • simple in some ways than your own human language,

  • be it English or something else, because there's far fewer vocabulary words.

  • There's actually far less syntax that you might

  • have in, say, a typical human language.

  • But you need to be with these computer languages all the more precise

  • so that you're most, ultimately, correct,

  • and ultimately will see to your code is successful along a few other lines

  • as well.

  • So if you think about the last time you kind of wandered around not really

  • knowing what you were doing or encountered something new--

  • might not have been that long ago, entering Harvard Yard for the very

  • first time, or Old Campus or the like, be it in Cambridge or New Haven--

  • you didn't really need to know how to do everything as a first year.

  • You didn't need to know who everyone was,

  • where everything was, how Harvard or Yale, or anything else for that matter,

  • worked.

  • You sort of got by day to day by just focusing on those things that matter.

  • And anything you didn't really understand,

  • you sort of turned a blind eye to until it's important.

  • And that's, indeed, what we're going to do today.

  • And really, for the next several weeks, we'll

  • focus on details that are initially important

  • and try to wave our hands, so to speak, at details that, yeah, eventually

  • we'll get to, might be interesting.

  • But for now, they might be distractions.

  • And by distractions, I really mean some of that syntax

  • to which I alluded earlier.

  • So by the end of today-- and really, by the end of problem set 1,

  • your first foray, presumably, into this language called C--

  • you'll have written some code.

  • And you'll be asking yourself-- we'll be asking yourselves--

  • just how good is that code?

  • Well, first and foremost, per last week, be it in Scratch

  • or phone book form, code ultimately needs to be correct, to be well done.

  • You want the problem to be solved correctly.

  • So that one sort of goes without saying.

  • And along the way this term, we'll provide you with tools and techniques

  • so you don't have to just sit there sort of endlessly trying an input,

  • checking the output, trying another input, checking the output.

  • There's a lot of automation tools in the real world--

  • and in this class and others like it-- that

  • will help facilitate you answering that question for yourself, is my code

  • correct, according to our specifications or the like.

  • But then something that's going to take more time

  • and you're probably not going to feel 100% comfortable with the first week,

  • the first weeks, is just how well designed your code is.

  • It's one thing to speak English or write English,

  • but it's another thing-- or any language, for that matter.

  • But it's another thing to speak it or write it well.

  • And we spend all these years in middle school, high school, presumably,

  • writing papers and other documents, getting grades and feedback on them

  • as to how well formulated your arguments were, how well structured

  • your paper was, and the like.

  • And there's that same idea in programming.

  • It doesn't matter necessarily that you've just solved a problem correctly.

  • If your code is a complete visual mess, or if it's crazy long,

  • it's going to be really hard for someone else

  • to wrap their mind around what your code is doing and, indeed, to be confident

  • if it is correct.

  • And honestly, you-- the next morning, the next year,

  • the next time you look at that code-- might have no idea

  • what you yourself were even thinking.

  • But you will if you focus, too, on designing good code,

  • getting your algorithms efficient, getting your code nice and clean,

  • and even making sure your code looks pretty, which

  • we'd describe as a matter of style.

  • So in the written human world, having punctuation in the right place,

  • capitalization and the like-- the sort of way you write an essay

  • but not necessarily send a text message--

  • relates to style, for instance.

  • And so good style in code is going to have

  • a few of these characteristics that are pretty easily taught and remembered.

  • But you just have to start to get in the habit of writing code in a certain way.

  • So these three axes, so to speak, correctness, design, and style,

  • are really the overarching goals when writing code that

  • ultimately is going to look like this.

  • So this program we conjectured last week does

  • what if you run it on a Mac or PC or somewhere else, presumably?

  • What does it do?

  • Yeah?

  • AUDIENCE: [INAUDIBLE].

  • DAVID J. MALAN: It just prints, Hello, world.

  • And honestly, that's kind of atrocious that you

  • need to hit your keyboard keys this many times with this cryptic syntax just

  • to get a program to say, Hello, world.

  • So a spoiler-- in a few weeks' time when we

  • introduce other, more modern languages, like Python,

  • you can distill this same logic into literally one line of code.

  • And so we're getting there, ultimately.

  • But it's helpful to understand what it is that's going on here,

  • because even though this is a pretty cryptic syntax,

  • there's nothing after this week and, really, next week that you shouldn't

  • be able to understand even about something that right now looks

  • a little something like this.

  • So how do you write code?

  • Well, I've given us sort of the answer to a problem.

  • How do you print, Hello, world, on the screen?

  • So what do I do with this code?

  • Well, we're in the habit of typically writing things with, like, Microsoft

  • Word or Google documents.

  • And yeah, I could open up Word or Google Docs or Pages or the like

  • and just literally transcribe that character for character,

  • save it, and boom, I've got a program.

  • But the problem, per last week, is that computers only understand or speak

  • what other language, so to speak?

  • AUDIENCE: [INAUDIBLE].

  • DAVID J. MALAN: Yeah, so binary, zeros and ones.

  • And so this, obviously, is not zeros and ones.

  • So it doesn't matter if I put it in a Word doc, Google Doc, Pages file,

  • or the like.

  • The computer is not going to understand it until I somehow

  • translate it to zeros and ones.

  • And honestly, none of those tools that I rattled off

  • are really appropriate for programming.

  • Why?

  • Well, they come with features like bold facing and italics

  • and sort of fluffy, aesthetic stuff that has no functional impact on what

  • you're trying to do with your code.

  • And they don't have the ability, it would

  • seem, to convert that code ultimately to zeros and ones.

  • But tools that do have this capability might

  • be called Integrated Development Environments, or IDEs,

  • or, more simply, text editors.

  • A text editor is a tool that a programmer uses perhaps every day

  • to write their code.

  • And it's a simple program-- here, for instance, a very popular one

  • called Visual Studio Code, or VS Code.

  • And at the top here, you see that I've actually

  • created in advance before class a very simple empty file called "hello.c."

  • Why?

  • Well, .c indicates by convention that this is going to be a file in which

  • there is C code.

  • It's not .docx, which would mean in this file is a Microsoft Word document,

  • or .pages is a Pages file.

  • This is .c, which means in this file is going to be text in the language called

  • C. This number 1 here is just an automatic line number that's going help

  • me keep track of how long or short this program is.

  • And the cursor is just blinking there, waiting

  • for me to start typing some code.

  • Well, let me go ahead and type out exactly the same code.

  • For me, it comes pretty comfortably from memory.

  • So I'm going to go ahead and include something called standardio.h--

  • more on that later.

  • I'm going to magically type int main(void), whatever that means--

  • we'll come back to that later--

  • one of these curly braces and then a sibling there that closes the same.

  • Then I'm going to hit Tab to indent a few spaces.

  • And then I'm going to type not print, but printf, then "Hello, world," /n,

  • close quote, close parenthesis, semicolon.

  • And I dare say this was essentially the very first program I wrote some

  • 25 years ago.

  • I wrote it to say, "Hi, CS50."

  • Now it just says the more canonical, conventional, "Hello, world."

  • But that's it.

  • That's my very first program.

  • And all I need to now do is maybe hit Command-S or Control-S

  • to save the file.

  • And voila, I am a programmer.

  • The catch though, is, OK, how do I run this?

  • Like, on your Mac or PC, how do you run a program?

  • Well, usually double-click an icon.

  • On your phone, you tap an icon.

  • In this environment that we're using and that many programmers-- dare

  • say most programmers-- use, you don't have immediately a nice, pretty icon

  • to double-click on.

  • That's very user friendly, but it's not very necessary.

  • Especially when you get more comfortable with programming,

  • you're going to want to type commands because it's just faster than pointing

  • and clicking a mouse.

  • And you're going to want to automate things,

  • which is a lot easier if it's all command or text-based, as opposed

  • to mouse and muscular movements.

  • And so here I have my program.

  • It lives in this file called "hello.c."

  • I need to now convert it, though, to zeros and ones.

  • Well, how do I go about doing this, and how am I going to get from this

  • so-called code--

  • or source code, as it's conventionally called--

  • to this, these zeros and ones that we'll now start calling machine code.

  • The zeros and ones from last week can be used not only

  • to represent numbers and letters, colors, audio, video, and more.

  • It can also represent instructions to a computer, like print, or play a sound,

  • or delete a file, or save a file.

  • All the sort of basics of a computer somehow

  • can be represented by other patterns of zeros and ones.

  • And just like last week, it depends on the context

  • in which these numbers are stored.

  • Sometimes they're interpreted as numbers, like in a spreadsheet.

  • Sometimes they're interpreted as colors.

  • Sometimes they're interpreted as instructions, commands to your computer

  • to do very low-level operations, like print something on the screen.

  • So fortunately, last week's definition of computer science of problem solving

  • is a nice mental model for exactly the goal at hand.

  • I have some input, AKA source code.

  • I want to output ultimately machine code, those zeros and ones.

  • I certainly don't want to do this kind of process by hand.

  • So hopefully there's an algorithm implemented by some special program

  • that does exactly that.

  • And those of you who do have some prior experience,

  • this program might be called a?

  • A compiler.

  • So a few of you have, indeed, programmed before.

  • Not all languages use compilers.

  • C, in fact, is a language that does use a compiler.

  • And so I just need to find myself--

  • on my computer somewhere, presumably-- a so-called compiler,

  • a program whose purpose in life is to convert one language to another.

  • And source code written textually in C, like we saw a moment ago,

  • is source code.

  • The machine code is the corresponding zeros and ones.

  • So let me go back to the same programming environment called

  • Visual Studio Code or VS Code.

  • This is typically a program you or any programmer on the internet

  • can download onto their own Mac or PC and be on their way with whatever

  • computer you own writing some code.

  • A downside, though, of that approach is that all of us

  • have slightly different versions of Macs or PCs.

  • We have slightly different versions of operating systems.

  • They may or may not be up to date.

  • It's just a technical support nightmare to create a uniform environment,

  • especially for an introductory class, where everyone should ideally

  • be on the same page so we can get you up and running quickly.

  • And so I'm actually using a cloud-based version of VS Code, something

  • that you only need a browser to access.

  • And then you can be on any computer, today or tomorrow.

  • By the end of the semester, we're going to get you out of the cloud,

  • so to speak, as best we can and get you onto your own Mac or PC,

  • so that after this class, especially if it's the only CS class you ever take,

  • you feel like you can continue programming in any number of languages,

  • even with CS50 behind you.

  • But for now, wonderfully, the browser version of VS Code

  • should pretty much be identical to what the eventual downloadable

  • version of the same would be.

  • And you'll see in problem set 1 how to access this

  • and how to get going yourself with your first programs.

  • But I haven't mentioned this bottom part of the screen,

  • this bottom part of the screen.

  • And this is an area where we have what's called a terminal window.

  • So this is sort of old-school technology that allows you, with a keyboard,

  • to interact with a computer, wherever it may be-- on your lap, in your pocket,

  • or even, in this case, in the cloud.

  • So on the top-hand portion of this screen

  • is my text editor, like tabbed windows, like in many programs, where

  • I can just create files and write code.

  • The bottom of the screen here, my so-called terminal window,

  • gives me the ability to run commands on a server

  • that currently I have exclusive access to.

  • So because I logged into VS Code with my account online,

  • I have my own sort of virtual server, if you will, in the cloud--

  • otherwise known as, in this context, a container.

  • This has its own operating system for me, its own hard drive,

  • if you will, where I can save and create files of my own,

  • separate from yours and vice versa.

  • And it's at this very simple prompt, which

  • is conventionally-- but not always-- abbreviated by a dollar sign,

  • has nothing to do with currency.

  • It just means, type your commands here.

  • This is where I'm going to be able to type commands,

  • like compile my source code into machine code.

  • So it's a Command Line Interface, or CLI, on top of an operating system

  • that you might not have ever used or seen, but it's very popular,

  • called Linux.

  • Odds are almost all of us in this room are using Mac OS or Windows right now,

  • but we're all going to start using an operating system called Linux, which

  • is in a family of operating systems that offer not only this command

  • line interface, but are used not just for programming, but for serving

  • websites and developing applications and the like.

  • And it's, indeed, a familiar and very powerful interface, as we'll see.

  • So how do I go about making this file, hello.c, into a program?

  • There's no icon to double-click, but there is a command.

  • I can type, make hello, at this dollar sign prompt, go ahead and hit Enter,

  • and nothing appears to happen.

  • But that's a good thing.

  • And as we'll see in programming, almost always,

  • if you don't see anything go wrong, that means everything went right.

  • So this is going to be a rarity at first,

  • but this is a good thing that it just seems to do nothing.

  • But now there is in the folder in my accounts

  • in this on the cloud a file called "hello."

  • And it's a bit of a weird command, but you'll get familiar with it

  • before long.

  • . just means go into my current folder.

  • /hello means run the program called "hello" in this current folder.

  • So ./hello, and then Enter, and voila, now I'm actually not just programming,

  • but running my actual code.

  • So what have I just done?

  • Let me go ahead and do this.

  • I'm going to go ahead and open up the sidebar of this program,

  • and you'll see in problem set 1 how to do this.

  • And this might look a little different based on your own configuration.

  • Even the color scheme I'm using might ultimately look different from yours,

  • because it supports a nice colorful theme.

  • So you can have different colors and brightnesses depending

  • on your mood or the time of day.

  • What I've opened here, though, is what is called in VS Code Explorer,

  • and this is just all of the files in my cloud account.

  • And there's not many right now.

  • There's only two.

  • One is the file called hello.c, and it's highlighted

  • because I've got it open right there.

  • And the other is a file called "hello," which is brand new

  • and was created when I ran that command.

  • And what's now worth noting is that now things are getting a little more

  • like Mac OS and Windows.

  • Like on the left-hand side, you have a GUI, a Graphical User Interface.

  • But on the bottom here, again, you have a CLI, Command Line Interface.

  • These are just different ways to interact with computers,

  • and you'll get comfortable with both.

  • And honestly, you're certainly familiar and comfortable with GUIs already,

  • so it's the command line one with which we'll spend some time.

  • Now suppose that I just wanted to do something

  • more than compile this program.

  • Suppose I wanted to go ahead and remove it.

  • Like, uh-uh, no, I made a mistake.

  • I want to say, "Hello, CS50," not "Hello, world."

  • I could just hover up here, like in any software, and I could right-click,

  • and I could poke around, and there, delete permanently.

  • So most of us might have that instinct on a Mac or PC.

  • You right-click or Control-click, and you poke around.

  • But in a command line interface, let me do this instead.

  • The command for removing or deleting a file

  • in the world of Linux, this other operating system,

  • is just a type rm for remove, and then "hello," Enter.

  • It's a somewhat cryptic confirmation message, but this just means,

  • are you sure?

  • I'm going to go ahead and type Y for Yes.

  • And now when I hit Enter, watch what happens

  • at top left in the Explorer, the GUI, the graphical interface.

  • Voila, it disappears.

  • Not terribly exciting, but this just means

  • this is a graphical version of what we're seeing here.

  • And in fact, if you want to never use the GUI again--

  • I'll go ahead and close it with a keyboard shortcut here--

  • you can forever just type ls for list and hit Enter.

  • And you will see in the command line interface

  • all of the files in your current folder.

  • So anything you can do with a mouse, you can

  • do with this command line interface.

  • And indeed, we'll see many more things that you can do as well.

  • But the inventors of this, this operating system and its predecessors,

  • were very succinct.

  • Like, the command is rm for remove.

  • The command is ls for list.

  • It's very terse.

  • Why?

  • Because it's just faster to type.

  • So before we forge ahead with making something more interesting than

  • just "Hello, world," let me pause here to see

  • if there's questions on source code or machine

  • code or compiler or this command line interface.

  • Yeah?

  • AUDIENCE: [INAUDIBLE].

  • DAVID J. MALAN: Really good question, and let me recap.

  • If I were to make changes to the program,

  • run it, and then maybe make other changes and try to rerun it,

  • would those changes be reflected, even though I've reworded slightly.

  • Well, let's do this.

  • I already removed the old version.

  • So let me go ahead and point out that if I do ./hello now,

  • I'm going to see some kind of error because I just deleted the file.

  • No such file or directory, so it's not terribly user friendly,

  • but it's saying what the problem is.

  • Let me go ahead and remake it by typing make hello.

  • Now if I type ls, I'll see not one but two files again, and one of them

  • is even green with a little asterisk to indicate that it's executable.

  • It's sort of the textual version of something

  • you could double-click in our human world.

  • So now, of course, if I run hello, we're back where I started, "Hello, world."

  • But now suppose I change it to "Hello, CS50," like I did years ago.

  • Let me go ahead and save the file with Command-S or Control-S. Down here now,

  • let me run ./hello again, and voila.

  • Huh.

  • So let me ask someone else to answer that question.

  • What's the missing step?

  • Why did it not say, "Hello, CS50."

  • Yeah?

  • AUDIENCE: [INAUDIBLE].

  • DAVID J. MALAN: Yeah, so I didn't compile it again.

  • So sort of newbie mistake, you're going to make this mistake and many others

  • before long.

  • But now let me go ahead and remake hello, enter.

  • It's going to seemingly make the same program.

  • But this time when I run it, it's, "Hello, CS50."

  • Any other questions on some of these building blocks?

  • And we'll come back to all the crazy syntax I typed before long.

  • But for now, we're focusing on just the output.

  • Yeah?

  • AUDIENCE: [INAUDIBLE].

  • DAVID J. MALAN: When I keep running make,

  • it creates a new version of the machine code.

  • So it keeps changing the hello program and the hello file, and that's it.

  • There's no make file, per se.

  • AUDIENCE: [INAUDIBLE].

  • DAVID J. MALAN: Good question, no.

  • If I open up that directory, you'll see that there's just the one.

  • And it doesn't matter how many times I run make hello--

  • three, four, five-- it just keeps overwriting the original.

  • So it's kind of like just saving in the world of Google Docs or Microsoft

  • Word or the like.

  • But there's an additional step today.

  • We have to then convert my words to the computer's, the zeros and ones.

  • Yeah, in front.

  • AUDIENCE: [INAUDIBLE].

  • DAVID J. MALAN: Oh, what happens if I run hello.c?

  • So let me go ahead and do ./hello.c, which is a mistake you'll invariably

  • make early on.

  • Permission denied.

  • So what does that mean?

  • This is where the error messages mean something

  • to the people who designed the operating system, but it's a little cryptic.

  • It's not that you don't have access to the file.

  • It means that it's not executable.

  • This is not something you have permission to run,

  • but you do have permission to read or write it-- that is, change it.

  • AUDIENCE: [INAUDIBLE].

  • DAVID J. MALAN: Oh, really good question.

  • So if I have named my file, hello dot C, or more generally something

  • dot C, of the things that Make does is it automatically

  • picks the file name for me.

  • And we'll discuss a bit--

  • we'll discuss this a bit more next week.

  • Make itself-- is kind of the first of white lies today--

  • itself is not a compiler.

  • It's a program that knows how to find and use the compiler on the system

  • and automatically create the program.

  • If I use, as we'll discuss next week, the actual compiler myself,

  • I have to type a much longer sequence of commands to specify explicitly

  • what do I want the name of my program to be.

  • Make is a nice program, especially in week 1,

  • because it just automates all of that for us.

  • And so here, we have now a program that very simply prints

  • something on the screen.

  • So let's not put this into the context of where

  • we left off last time in the context of Scratch and inputs and outputs.

  • So we discuss the last time, of course, functions and arguments.

  • Functions, again, are those actions and verbs like say, or ask, or the like.

  • And the arguments were the inputs to those functions,

  • generally in those little white ovals that, in Scratch, you

  • could type words or numbers into.

  • We'll see, in all of the languages we're going to see this term,

  • have that same capability.

  • And let's just start to translate one of these things to another.

  • So for instance, let's put this same program in C,

  • in the context of Scratch.

  • This is what Hello, World looked like last week in the form of one function.

  • This week, of course, it looks like print.

  • And then the parentheses, notice, are kind of

  • deliberately designed in the world of Scratch to resemble that same shape.

  • Even though this is a white oval, you kind of get

  • that it's kind of evoking that same idea with the parentheses.

  • Technically the function in C, it's not called say.

  • It's not even called print.

  • It's called printf.

  • The F stands for formatted, but we'll see what that means in a moment.

  • But printf is the closest analogous function

  • for say in the world of C. Notice if, though, you

  • want to print something like Hello, World or Hello CS50 in C,

  • you don't just write the words as we did last week.

  • You also had an add what, if you notice already

  • what's missing from this version.

  • Yeah, so the double quotes on the left and the right.

  • So, that's necessary in C whenever you have a string of words.

  • And I'm using that word deliberately.

  • Whenever you have multiple words like this, this is known as a string

  • as we'll see.

  • And you have to put it in double quotes, not single quotes.

  • You have to put it in double quotes.

  • There's one other stupid thing that we need to have in my C code

  • in order to get this function to do something ultimately, which is what?

  • Semicolon.

  • So just like in our human world, you eventually

  • got into the habit of using, at least in formal writing, periods.

  • Semicolon is generally what you use to finish your thought

  • in the world of programming with C.

  • All right, so we have that function in place.

  • Now, what does this really fit into in terms of the mental model?

  • Well, functions take arguments.

  • And it turns out functions can have different types of outputs.

  • And we've actually seen both already last week.

  • One type of output from a function can be something called a side effect.

  • And it generally refers to something visual,

  • like something appearing on the screen or a sound playing from your computer.

  • It's sort of a side effect of the function doing its thing.

  • And indeed, last week we saw this in the context of passing in something

  • like Hello, World as input to the say function.

  • And we saw on the screen Hello, World, but it was kind of a one off.

  • It's one and done.

  • You can't actually do anything with that visual output

  • other than consume it, visually, with your human eyes.

  • But sometimes, recall last week, we had functions like the ask block that

  • actually returned me some value.

  • Remember the ask, what's your name.

  • It handed me back whatever answer the human typed in.

  • It didn't just arbitrarily display it on the screen.

  • The cat didn't necessarily say it on the screen.

  • It was stored, instead, in that special variable that was called answer.

  • Because some functions have not side effects but return values.

  • They hand you back an output that you can use and reuse,

  • unlike the side effect, which, again displays and that's it.

  • You can't sort of catch it and hold on to it.

  • So, in the context of last week, we had the ask block.

  • And that had this special answer return value.

  • In C, we're going to see in just a moment,

  • we could translate this as follows.

  • The closest match I can propose for the ask block

  • is a function that we're going to start calling get string.

  • String is, again, a word, a set of words, like a phrase

  • or a sentence in programming.

  • It, too, is a function insofar as it takes input and pretty much--

  • this isn't always true-- but very often when

  • you have a word in C followed by an open parenthesis and a closed parenthesis,

  • it's most likely the name of a function.

  • And we're going to see that there's some exceptions to that.

  • But for now this indeed looks like a function

  • because it matches that pattern.

  • If I want to ask the question, what's your name, question mark--

  • and I'm even going to deliberately put a space there just to kind of move

  • the cursor a little bit over so that the human isn't typing literally

  • after the question mark.

  • So that's just the nitpicky aesthetic.

  • This is perhaps the closest analog to just asking that question.

  • But because the ask block returns a value,

  • the analog here forget string is that it, too, returns a value.

  • It doesn't just print the human's input.

  • It hands it back to you in the form of a variable, a.k.a. return value,

  • that I can then use and reuse.

  • Now ideally it would be as simple as this literally

  • saying answer on the left equals.

  • And this is where things start to diverge

  • from math and sort of our human world.

  • This equal sign, henceforth, is not the equal sign.

  • It is the assignment operator.

  • To assign a value means to store a value in some variable.

  • And you read these things, weirdly, right to left.

  • So here is a function called get string.

  • I claim that it's going to return to you whatever

  • the human types in as their name.

  • It's going to get stored over here on the left because

  • of this so-called assignment operator, that yes is an equal sign.

  • But it doesn't mean equality in this context.

  • It makes things equal.

  • But it does so by copying the value on the right into the thing on the left.

  • Unfortunately, we're not quite done yet with C.

  • And this is where, again, it gets a little annoying at first

  • where Scratch just let us express our ideas without so much syntax.

  • In C when you have a variable you don't just

  • give it a name like you did in Scratch.

  • You also have to tell the computer in advance what type of value

  • it is storing.

  • String is one such type of value.

  • Int, for integer, is going to be another.

  • And there's even more than that we'll see today and beyond.

  • And this is partly an answer to the question that came up one or more times

  • last week, which was how does a computer distinguish this pattern of zeros

  • and ones from this.

  • Like is this a letter, a number, a color, a piece of video.

  • And I just claimed last week that it totally depends on the program.

  • It depends on the context.

  • And that's true.

  • But within those programs, it often depends

  • on what the human programmer said the type of the value is.

  • If this specifies that the string, which means

  • interpret the following zeros and ones that

  • are stored in my program as words or letters, more generally.

  • If it's an int for integer, it would be implying, by the programmer,

  • treat the following zeros and ones in my program as a number,

  • an integer, not a string.

  • So here's where this week, unlike with Scratch,

  • which is kind of figures out what you mean, with C in a lot of languages

  • you have to be this pedantic and tell it what you mean.

  • There's still one stupid thing missing from my code here.

  • What's still missing here?

  • Yeah.

  • AUDIENCE: [INAUDIBLE]

  • DAVID J. MALAN: And we still need the stupid semicolon.

  • And I'm sort of impugning it here.

  • Because honestly, these are the kinds of stupid mistakes

  • you're going to make today, tomorrow, this weekend, next week,

  • a few weeks from now, until you start to notice this and recognize it

  • as well as you do English or whatever your spoken language is.

  • Yeah, question.

  • Good question.

  • Suppose I mix apples and oranges, so to speak,

  • and I try to put a string in an int or an int in a string,

  • the compiler is going to complain.

  • So when I run that make command as I did earlier,

  • it's not going to be nice and blissfully quiet and just give me another prompt.

  • It's going to yell at me with honestly a very cryptic

  • looking error message until we get the muscle memory for reading it.

  • Other questions.

  • Ah, what happened to the backslash n.

  • So, we'll come back to that in just a moment, if we may.

  • Because I have deliberately omitted it here but we did have it earlier.

  • And we'll see the different behavior in a sec.

  • Other questions.

  • Yeah, not at all nitpicky.

  • These are the kinds of things that just matter.

  • And it's going to take time to recognize and develop this muscle memory.

  • Everything I've typed here except, for the W at the moment, is lowercase.

  • And the W is capitalized just because it's English.

  • Everything else is lowercase.

  • And this kind of varies by language and also context.

  • So, in many languages the convention is to use all lowercase letters

  • for your variable names.

  • Other languages might use some capitals, as well.

  • But we'll talk about that before long.

  • But this is the kind of thing that matters

  • and is hard to see at first, especially when a little S doesn't look that

  • different when it's on your tiny laptop screen from a capital S.

  • But you'll start to develop these instincts.

  • All right, so besides this particular block,

  • let's go ahead and consider how we can go about implementing this now in code.

  • So let me switch back to VS Code here.

  • This was the program I had earlier.

  • And let me go ahead and undo my CS50 change.

  • And this time just rerun it.

  • Rerun Make on Hello with the original version with the backslash n.

  • Enter, nothing bad seems to have happened.

  • So dot slash Hello, enter Hello, World.

  • Now, if you're curious, this is a good instinct

  • to start to acquire what happens if I get rid of this.

  • Well, I'm probably not going to break things too badly.

  • So let's try.

  • Let me go ahead now and do Make Hello.

  • Still compile.

  • So it's not a really bad mistake.

  • So let me go ahead and run dot slash Hello.

  • What's the difference here?

  • Yeah, what do you see that's different?

  • Yeah, the dollar sign, my so-called prompt, stayed on the same line.

  • Why?

  • Well, we can presumably infer now that the backslash

  • n is some fancy notation for saying create a new line,

  • move the cursor, so to speak, to the next line.

  • Notice that the cursor will move to the next line in my terminal window.

  • If I keep hitting it, it just automatically,

  • by nature of hitting enter, does it.

  • But it'd be kind of stupid if when you run a program in this world,

  • simple as it is, if the next command is now

  • weirdly spaced in the middle of the terminal with the dollar sign,

  • it just looks sloppy.

  • It's really just an aesthetic argument.

  • And notice that it's not acceptable or correct to do this, to hit enter there.

  • Let me go ahead and save that, though, and see what happens.

  • Let me go ahead now and run Make Hello enter.

  • Oh my god, like four errors.

  • This is like, what, 10 lines of errors for a one line program.

  • And this is where, again, you'll start to develop the instincts for just

  • reading this stuff.

  • These kinds of tools, like the compiler tool we're using,

  • were not designed necessarily with user friendliness in mind.

  • That's changed over the decades, but certainly early

  • on it's really just meant to be correct and precise with its errors.

  • So what did I do here?

  • Missing terminating close quote character,

  • long story short, when you have a string in C,

  • your double quotes just have to be on the same line just because.

  • Now, there's the slight white lie.

  • There's ways around this.

  • But the best way around it is to use this so-called escape sequence.

  • To escape something means generally to put a backslash, and then

  • a special symbol like n for new line.

  • And this is just the agreed upon way that humans, decades ago, decided,

  • OK you don't just hit your enter key.

  • You instead put backslash n and that tells the computer

  • to move the cursor to the new line.

  • So again, kind of cryptic.

  • But once you know it, that's it.

  • It's just another word in our vocabulary.

  • So now let me transition to making my program a little more interactive.

  • Instead of just saying Hello, world, let me

  • change it like last week to say Hello, David,

  • or whoever is interacting with the program.

  • So I'm going to do string answer gets, get string,

  • quote unquote, what's your name.

  • I'm not going to bother with a new line here.

  • I could.

  • This is now just a judgment call.

  • I deliberately want the human to type their name on the same line

  • just because.

  • And how do I now print this?

  • Well last week recall we used say.

  • And then we use the other block called join.

  • So the idea here is the same.

  • But the syntax this week is going to be a little different.

  • It's going to be printf, which prints something on the screen.

  • I'm going to go ahead and say Hello comma.

  • And let me just go with this initially with the backslash n, semicolon.

  • Let me go ahead and recompile my code.

  • Whoops, damn doesn't work still.

  • And look at all these errors.

  • There's more errors than code I wrote.

  • But what's going on here?

  • Well, this is actually something, a mistake you'll see,

  • somewhat often, at least initially.

  • And let's start to glean what's going on here.

  • So here, if I look at the very first line of output after the dollar sign--

  • so even though it jumped down the screen pretty fast,

  • I wrote Make Hello at the dollar sign, prompt.

  • And then here's the first error.

  • On Hello dot C, line 5--

  • technically character 5, but generally line is enough to get you going--

  • there's an error, use of undeclared identifier string.

  • Did you mean standard in?

  • So, I didn't.

  • And this is not an obvious solution at first.

  • But you'll start to recognize these patterns in error messages.

  • It turns out that if I want to use string, I actually have to do this.

  • I have to include another library up here, another line of code,

  • rather, called CS50 dot H. We'll come back

  • to what this means in just a moment.

  • But if I now retroactively say, all right, what does standard I/O

  • do for us up here.

  • Before I added that new line, what is standard I/O doing?

  • Well, if you think back to Scratch, there

  • were a few examples with the camera and with the speech to-- the text to voice.

  • Remember I had to poke around in the extensions button.

  • And then I had to load it into Scratch.

  • It didn't come natively with Scratch.

  • C is quite like that.

  • Some functions come with the language.

  • But for the most part, if you want to use a function, an action or a verb

  • like printf, you have to load that extension, so to speak,

  • that more traditionally is called a library.

  • So there is a standard I/O library, STD I/O, standard I/O,

  • where I/O just means input and output.

  • Which means, just like in MIT's World, there

  • was an extension for doing text to voice or for using your camera.

  • In C, there's an extension, a.k.a.

  • a library, for doing standard input and output.

  • And so if you want to use any functions related to standard input and output,

  • like text from a keyboard, you have to include standard I/O dot

  • H. And then can you use printf.

  • Same goes here.

  • Get string, it turns out, is a function that CS50 wrote some time ago.

  • And as we'll see over the coming weeks, it just

  • makes it way easier to get input from a user.

  • C is very good with printf at printing output on the screen.

  • C makes it really annoying and hard, as we'll see in a few weeks,

  • to just get input from the user.

  • So we wrote a function called get_string,

  • but the only way you can use that is to load the extension,

  • a.k.a. load the library called CS50.

  • And we'll come back in time, like, why is it .h, why is it a hash symbol.

  • But for now, standard I/O is a library that

  • gives you access to printf and input- and output-related stuff.

  • CS50 is a second library that provides you

  • with access to functions that don't come with C

  • that include something like get_string.

  • So with that said, we've now kind of teased apart

  • at a high level what lines 2 and now 1 are doing.

  • Let me go ahead and rerun make hello.

  • Now it worked.

  • So all those crazy error messages were resolved by just one fix,

  • so key takeaway is not to get overwhelmed by the sheer number

  • of errors.

  • Let me now do ./hello and if I type in my name, what am I going to say?

  • What do you think?

  • Yeah, hello answer, because the computer is going to take me literally.

  • And it turns out that if you just write "hello,

  • answer" all in the double quotes, you're really just passing

  • English as the input to the printf function,

  • you're not actually passing in the variable.

  • And unfortunately in C, it's not quite as

  • easy to plug things in to other things that you've typed.

  • Remember in Scratch, there was not just the Save block

  • but the Join block, which was kind of pretty,

  • you can combine apples and oranges--

  • or was it apple and banana?

  • Then we changed it to hello and then the answer that the human typed in.

  • In C, the syntax is going to be a little different.

  • You tell the computer inside of your double quotes that you want to have

  • a placeholder there, a so-called format code. %s means, hey, computer,

  • put a string here eventually.

  • Then outside of your quotes, you just add a comma and then you type

  • in whatever variable you want the computer to plug in at that %s location

  • for you.

  • So %s is a format code which serves as a placeholder.

  • And now the printf function was designed by humans years

  • ago to figure out how to do the apple and banana

  • thing of joining two words together.

  • It's not nearly as user-friendly as it is in Scratch,

  • but it's a very common paradigm.

  • So let me try and rerun this now. make hello.

  • No errors, that's good.

  • ./hello.

  • What's my name, David?

  • If I type Enter now, now it's hello.

  • David.

  • And the printf, here's the F in printf.

  • It formats its input for you by using these placeholders for things like

  • strings, represented again by %s.

  • So a quick question then, if I focus here on line 7 for just a moment

  • and even zoom in here, how many inputs is printf taking as a function?

  • A moment ago, I'll admit that it was taking one input, "hello, world,"

  • quote unquote.

  • How many inputs might you infer printf is taking now?

  • 2.

  • And it's implied by this comma here, which is separating the first one,

  • quote, unquote, "hello, %s" from the second one, answer.

  • And then just as a quick safety check here, why is it not 3?

  • Because there's obviously two commas here.

  • Why is it not actually 3 arguments or inputs?

  • AUDIENCE: [INAUDIBLE]

  • DAVID J. MALAN: Exactly.

  • The comma to the left is actually part of my English grammar,

  • that's all, so same syntax.

  • And, again, here's where programming can just be confusing

  • early on because we're using the same special punctuation to mean

  • different things, it just depends on the context.

  • And so now is actually a good time to point out

  • all of the somewhat pretty colors that have been popping up on the screen

  • here--

  • even though I wasn't going to a format menu, I wasn't boldfacing things,

  • I certainly wasn't changing things to red or blue or whatnot--

  • that's because a text editor like VS Code syntax highlights for you.

  • This is a feature of so many different programming environments nowadays,

  • VS Code does it as well.

  • If your text editor understands the language that you're programming in--

  • C, in this case--

  • it highlights in different colors the different types of ideas in your code.

  • So, for instance, string and answer here are in black,

  • but get_string a function is in this sort of nasty brown-yellow

  • here right now, but that's just how it displays on the screen.

  • The string, though, here in red is kind of jumping out at me,

  • and that's marginally useful.

  • The %s is in blue.

  • That's kind of nice, because it's jumping out at me.

  • And so it's just using different colors to make different things on the screen

  • pop so you can focus on how these ideas interrelate

  • and, honestly, when you might make a mistake.

  • For instance, let me accidentally leave off this quote here.

  • And now all of a sudden, notice if I delete the quote,

  • the colors start to get a little awry.

  • But if I go back there and put it back, now everything's back in place.

  • What's another feature of this text editor?

  • Notice when my cursor is next to this parenthesis, which

  • demarcates the end of the inputs to the function,

  • notice that highlighted in green here is the opening parenthesis.

  • Why?

  • It's just a visually useful thing, especially when

  • you start writing more and more code, just to make

  • sure your parentheses are lining up.

  • And that's true for these curly braces over here on the left and the right.

  • We'll come back to those in a moment.

  • If I put my cursor there, you can see that these things correspond

  • to one another.

  • So it's nothing in your code fundamentally, it's just the editor

  • trying to help you, the human, program.

  • And you can even see it, though it's a little subtle--

  • see these four dots here and these four dots here?

  • That's my indentation.

  • I configured VS Code to indent by four spaces, which

  • is a very common convention.

  • Any time I hit the Tab key, this too can help you make sure--

  • once we have more interesting and longer programs--

  • that everything lines up nice and neatly.

  • Phew.

  • All right, any questions then on printf or more?

  • Yeah.

  • AUDIENCE: [? Would ?] the printf [INAUDIBLE]??

  • DAVID J. MALAN: Short answer, yes. printf

  • can handle more than one type of variable or value.

  • %s is one.

  • We're going to see %i is another for plugging in an integer.

  • You can have multiple i's, multiple s's, and even other symbols too.

  • We'll come back to that in just a little bit.

  • printf can take many more arguments than just these two.

  • This is just meant to be representative.

  • Yeah, over here.

  • Can you declare variables within the printf?

  • No.

  • The only variable I'm using right now is answer,

  • and it's got to be done outside the context of printf in this case.

  • Good question, we'll see more of that before long.

  • Yeah, in back.

  • AUDIENCE: [INAUDIBLE]

  • DAVID J. MALAN: How do we download the CS50 library?

  • So we will show you in problems set 1 exactly how to do that.

  • It's automatically done for you in our version of VS Code in the cloud.

  • If, ultimately, you program on your own Mac or PC, either initially or later

  • on, it's also installable online.

  • But if you want to ask that via online or afterward,

  • we can point you in the right direction.

  • But PSet 1 will itself.

  • Yeah.

  • AUDIENCE: [INAUDIBLE]

  • DAVID J. MALAN: String is the type of the variable or, more properly,

  • the data type of the variable.

  • int is another keyword I alluded to earlier, I haven't used it yet.

  • int, for integer, is going to be another type, or data type, of variable.

  • AUDIENCE: OK. [? Thank you. ?]

  • DAVID J. MALAN: Yeah.

  • AUDIENCE: [INAUDIBLE]

  • DAVID J. MALAN: Oh, good question.

  • Could I go ahead and just plug in this function,

  • kind of like we did in Scratch, getting rid of the variable altogether

  • and just do this, which recall, is reminiscent of what

  • I did in Scratch by plopping block on top of block on block?

  • Am I answering that right?

  • Can I put string in front of get_string?

  • No.

  • You only put the word string in front of a variable

  • that you want to make string.

  • And even though I'm apparently answering the wrong question,

  • let me go ahead and zoom out, save this, do make hello again.

  • Seems to compile OK.

  • If I run ./hello, type in David, voila.

  • That, too, works.

  • And so, actually, let's go down this rabbit hole for just a moment.

  • Clearly, it's still correct--

  • at least, based on my limited testing.

  • Is this better designed or worse designed?

  • Let's open that question like we did last week.

  • Yeah?

  • Yeah, I kind of agree with that.

  • Reasonable people could disagree, but I do

  • agree that this seems harder to read because I start reading here,

  • but wait a minute. get_string is going to get used first,

  • and then it's going to give me back a value.

  • So, yeah, it just feels like it was nicer to read top to bottom,

  • I would say.

  • Your thoughts?

  • AUDIENCE: [INAUDIBLE]

  • DAVID J. MALAN: Yeah.

  • And so this is useful if I only want to print out the person's name once.

  • If I want to use it later in a longer program, I'm out of luck,

  • and so I haven't saved it in a variable.

  • So I think, long story short, we could debate this all day long.

  • But in this case, eh, if you can make a reasonable argument one

  • way or the other, that's a pretty solid ground to stand on.

  • But, invariably, reasonable people are going

  • to disagree, whether first-time programmers or many years after that.

  • So let's frame this one last example in the context of the same process

  • of taking inputs and outputs.

  • The functions we've been talking about all

  • take inputs, otherwise now known as arguments, or parameters, pretty much

  • synonymous.

  • That's just the fancy word for an input to a function.

  • And some functions have either side effects, like we saw--

  • printing something, saying something on the screen,

  • sort of visually or audibly--

  • or they return a value, which is a reusable value, like name or answer,

  • in this case.

  • If we look then at what we did last time in the world of Scratch last week,

  • the input was what's your name, the function was ask,

  • and the return value was answer.

  • And now let's take a look at this block, which is honestly a more user-friendly

  • version of what we just did with the %s.

  • Last week we said save, then join, then hello and answer.

  • But the interesting takeaway there was not how to say hello anything.

  • It was the fact that in Scratch 2, the output of one function,

  • like the green join, could become the input to another function,

  • the purple say.

  • The syntax in C is admittedly pretty different,

  • but the idea is essentially the same.

  • Here, though, we have hello, a placeholder,

  • but we have to, in this world of C, tell printf

  • what we want to plug in for that placeholder.

  • It's just different.

  • But that's the way to do it.

  • When we get to Python and other languages later in the term,

  • there's actually easier ways to do this.

  • But this is a very common paradigm, particularly when

  • you want to format your data in some way.

  • All right, let's then take a step back to where we began,

  • which was with that whole program, which had the include

  • and it had int main(void) and all of this other cryptic syntax.

  • This Scratch piece last week was kind of like the go-to

  • whenever you want to have a main part of your program.

  • It's not the only way to start a Scratch program.

  • You could listen for clicks or other things, not just the green flag.

  • But this was probably the most popular place to start a program in Scratch.

  • In C, the closest analog is to literally write this out.

  • So just like last week, if you were in the habit of dragging and dropping

  • when green flag clicked, as a C programmer,

  • the first thing you would do is after creating an empty file,

  • like I did with hello.c, you'd probably type int

  • main(void) open curly brace, closed curly brace,

  • and then you can put all of your code inside of those curly braces.

  • So just like Scratch had this sort of magnetic nature

  • to it where the puzzle pieces would snap together, C, as a text-based language,

  • tends to use these curly braces, one of them opened, the other one closed.

  • And anything inside of those braces, so to speak,

  • is part of this puzzle piece, a.k.a.

  • main.

  • So what was atop them?

  • We went down this rabbit hole moment ago with these things called header files,

  • even though I didn't call them by this name.

  • But, indeed, when we have a whole program in Scratch, super easy.

  • Just have the one green flag clicked and then say hello, world.

  • There's no special syntax.

  • After all, it's meant to be very user-friendly and graphical.

  • In C, though, you technically can't just put int main(void) printf hello, world.

  • You also need this.

  • Because, again, you need to tell the compiler to load the library--

  • code that someone else wrote-- so that the compiler knows what printf even is.

  • You have to load the CS50 library whenever

  • you want to use get_string or other functions, like get_int,

  • as we'll soon see.

  • Otherwise, the compiler won't know what get_string is.

  • You just have to do it this way.

  • The specific file name I'm mentioning here,

  • stdio.h, cs50.h, is what C programmers called a call a header file.

  • We'll see eventually what's inside of those files.

  • But long story short, it's like a menu of all of the available functions.

  • So in cs50.h, there's a menu mentioning get_string, get_int,

  • and a bunch of other stuff.

  • And in stdio.h, there's a menu of functions, among which are printf.

  • And that menu is what prepares the compiler

  • to know how to implement those same functions.

  • All right, let me pause here.

  • Question.

  • AUDIENCE: [INAUDIBLE]

  • DAVID J. MALAN: Not quite.

  • A library provides all of the functionality we're talking about.

  • A header file is the very specific mechanism via which you include it.

  • And we'll discuss this more next week.

  • For now, they're essentially the same, but we'll discuss

  • nuances between the two next week.

  • Yeah, the library would be standard I/O. The library would CS50.

  • The corresponding header file is stdio.h, cs50.h.

  • Indeed.

  • Other questions.

  • Yeah.

  • AUDIENCE: [INAUDIBLE]

  • DAVID J. MALAN: Indeed.

  • That, too, is on the menu.

  • We'll come back to that.

  • But the word string--

  • incredibly common in the world of programming, it's not a CS50 idea--

  • but in C, there's technically no such data type as string by default.

  • We have sort of conjured it up to simplify the first few weeks.

  • That's a training wheel that we'll very deliberately, in a few weeks,

  • take away, and we'll see why we've been using get_string and string.

  • Because C otherwise makes things quite more challenging early on,

  • which then gets besides the point for us.

  • Yeah.

  • AUDIENCE: [INAUDIBLE]

  • DAVID J. MALAN: Yes.

  • Early on, you will have to use whatever is prescribed by the specification.

  • That will include CS50's functions.

  • Long story short, you referred, I think, a moment ago to another function

  • called scanf, we won't talk about for a few weeks.

  • Long story short, in C, it's pretty easy and possible to get input from a user.

  • The catch is that it's really easy to do it dangerously.

  • And C, because it's an older, lower-level language, so to speak,

  • that gives you pretty much ultimate control over your computer's hardware.

  • It's very easy to make mistakes.

  • And, indeed, that's too why we use the library,

  • so your code won't crash unintendedly.

  • All right, so with this in mind, we have this now mapping

  • between the Scratch version and the other.

  • Let me just give you a quick tour of some of the other placeholders and data

  • types that students will start seeing as we assemble more interesting programs.

  • In the world of Linux, here is a non-exhaustive list

  • of commands with which you'll get familiar over the next few weeks

  • by playing with problem sets.

  • We've only seen two of these so far, ls for list, rm for others.

  • But I mention them now just so that it doesn't

  • feel too foreign when you see them on screen or online in a problem set.

  • cp is going to stand for copy.

  • mkdir is going to stand for make directory. mv is

  • going to stand for move or rename.

  • rmdir is going to be remove directory, and cd is going to be for change /

  • and let me show you this last one here first,

  • only because it's something you'll use so commonly.

  • If I go back to my code here on the screen, I'm going to go ahead

  • and re-open the little GUI on the left-hand side, the so-called Explorer,

  • revealing that I've got two files, hello and hello.c

  • so nothing has changed since there.

  • Suppose now that it's a few weeks into class

  • and I want to start organizing the code I'm

  • writing so that I have a folder for this week or next week,

  • or maybe a folder for problem set 1, problem set 2.

  • I can do this in a few ways.

  • In the GUI, I can go up here and do what most of you

  • would do instinctively on a Mac or PC.

  • You look for like a folder icon, you click it,

  • and then you name a folder like PSet1, Enter.

  • Voila, you've got a folder called PSet1.

  • I can confirm as much with my command line interface by typing what command?

  • How can I list what's in my folder?

  • Yeah, so ls for list.

  • And now I see hello--

  • and it's green with an asterisk because that's

  • my executable, my runnable program--

  • hello.c, which is my source code, and now PSet1 with a slash

  • at the end, which just implies that it's indeed a folder.

  • All right, I didn't really want to do it that way.

  • I'd like to do it more advanced.

  • So let me go ahead and right-click on PSet1, delete permanently.

  • I get a scary irreversible error message.

  • But there's nothing in it, so that's fine.

  • Now I've deleted it using the GUI.

  • But now let me go ahead and start doing the same thing from the command line.

  • And if you're wondering how things keep disappearing,

  • if you hit Control-L in your terminal window or explicitly type clear,

  • it will delete everything you previously typed just to clean things up.

  • In practice, you don't need to be doing this often.

  • I'm doing it just to keep our focus on my latest commands.

  • If I do-- what was the command to make a new directory?

  • AUDIENCE: [INAUDIBLE]

  • DAVID J. MALAN: Yeah, so mkdir, make directory.

  • Let me create PSet1, Enter.

  • And notice at left, there's my PSet1.

  • If I want to get a little overzealous, plan for next week,

  • here's my PSet2 directory.

  • Suppose now I want to open those folders on a Mac or PC or in this GUI,

  • I could double-click on it like this, and you'd

  • see this little arrow is moving.

  • It's not doing anything because there's nothing in there, but that's fine.

  • But suppose again I want to get more comfortable with my command line.

  • Notice if I type ls now, I see all four same things.

  • Let me change directories with cd space PSet1 Enter.

  • And now notice two things will have happened.

  • One, my prompt has changed slightly to remind me where I am,

  • just to keep me sane so that I don't forget what folder I'm actually in.

  • So here is just a visual reminder of what folder I'm currently in.

  • If I type ls now, what should I see after hitting Enter?

  • Nothing, because I've only created empty folders so far.

  • And, indeed, I see nothing.

  • If I wanted to create a folder called Mario for a program that might be

  • called Mario this week, I can do that.

  • Now if I type ls, there is Mario.

  • Now if I do cd Mario, notice my prompt's going

  • to change to be a little more precise.

  • Now I'm in PSet1/Mario.

  • And notice what's happening at top left.

  • Nothing now, because these folders are collapsed.

  • But if I click the little triangle, there I see Mario.

  • Nothing's going on in there because there's no files yet.

  • But suppose now I want to create a file called mario.c.

  • I could go up here, I could click the little plus icon, and use the GUI.

  • Or I can just type code mario.c.

  • Voila.

  • That creates a new tab for me.

  • I'm not going to write any code in here yet, but I am going to save the file.

  • And now at top left, you'll see that mario.c appears.

  • So at some point, you can eventually just close the Explorer.

  • Because, again, it's not providing you with any new information.

  • It's maybe more user-friendly, but there's

  • nothing you can't do at the command line that you could do with the GUI.

  • All right, but now I'm kind of stuck.

  • How do I get out of this folder?

  • In my Mac or PC world, I'd probably click

  • the Back button or something like that or just close it and start all over.

  • In the terminal window, I can do cd dot dot.

  • Dot dot is a nickname, if you will, for the parent directory.

  • That is, the previous directory.

  • So if I hit Enter now, notice I'm going to close the Mario folder,

  • a.k.a. directory, and now I'm back in PSet1.

  • Or, if I want to be fancy, let me go back into Mario temporarily.

  • If I type ls, there's mario.c, just to orient us.

  • If I want to do multiple things at a time, I could do cd../..

  • which goes to my parent to my grandparent all in one breath.

  • And voila, now I'm back in my default folder, if you will.

  • And one last little trick of the trade, if I'm in PSet1/Mario like I

  • was a moment ago, and you're just tired of all the navigation,

  • if you just type cd and hit Enter, it'll whisk you

  • away back to your default folder, and you don't have

  • to worry about getting there manually.

  • Recall a bit ago, though, that I was running hello as this, ./hello.

  • If dot refers to my parent, perhaps infer here syntactically,

  • what does a single dot mean instead?

  • It means this directory, your current directory.

  • Why is that necessary?

  • It just makes super explicit to the computer

  • that I want the program called hello that's installed here,

  • not in some random other folder on my hard drive, so to speak.

  • I want the one that's right here instead.

  • All right, so besides these commands, there's

  • going to be others that we encounter over time.

  • Those are kind of the basics.

  • That allows you to wean yourself off of a GUI, Graphical User Interface,

  • and start using more comfortably, with practice and time,

  • a command line interface instead.

  • Well, what about those other types, now back in the world of C?

  • Those commands were not C. Those are just command-specific to a command line

  • interface, like in Linux, which, again, we're using in the cloud.

  • It's an alternative to Mac OS and Windows.

  • Back in the world of C now, we've seen strings, which are words.

  • I mentioned int or integer, but there's others as well.

  • In the world of C, we've seen string, we will see int.

  • If you want a bigger integer, there's something literally called a long.

  • If you want a single character, there's something called a char.

  • If you want a Boolean value, true or false, there is a bool.

  • And if you want a floating-point value--

  • a fancy way of saying a real number, something with a decimal point in it--

  • that is what C and other languages call a float.

  • And if you want even more numbers after the decimal point that

  • is more precision, you can use something called a double.

  • That is to say, here is, again, an example in programming

  • where it's up to you now to provide the computer with hints, essentially,

  • that it will rely on to know what is this pattern of zeros and ones.

  • Is it a number, a letter?

  • Is it a sound, an image, a color, or the like?

  • These are the types of data types that provide exactly those hints.

  • What are the functions that come in the menu that is the CS50 library?

  • We talked about standard I/O, and that's just one function so far, printf.

  • In the CS50 library, you can see that it follows a pattern.

  • The C50 library exists largely for the first few weeks

  • of the class to make our lives easier when you just want to get user input.

  • So if you want to get a string, like a word or words from the human,

  • you use get_string.

  • If you want to get an integer from the user, you're going to use get_int.

  • When you want to get any of those other data types, for the most part,

  • you use get_ something else.

  • And they're indeed all lowercase by convention.

  • What about printf?

  • If we have the ability now to store different types of data

  • and we have functions with which to get different types of data,

  • how might you go about printing different types of data?

  • Well, we've seen %s for string, %i for integer, %c for char,

  • %f for a float or a double, those real numbers I described earlier,

  • and then %li for a long integer.

  • So here's the first example of inconsistencies.

  • In an ideal world, that would just be %l and we'd move on.

  • It's %li instead in this case.

  • That's printf and some of its format codes.

  • What more might we do?

  • Well, in C, as we'll see--

  • no pun intended-- there is a whole bunch of operators.

  • And, indeed, computers, one of the first things they did

  • was a lot of math and calculations, so there's a lot of operators like these.

  • Computers, and in turn, C, really good at addition, subtraction,

  • multiplication, division, and even the percent sign,

  • which is the remainder operator.

  • There's a special symbol in C and other languages

  • just for getting the remainder, when you divide one number by another.

  • There are other features in the world of C, like variables, as we've seen.

  • And there's also what is of playfully called syntactic sugar that

  • makes it easier over time to write fewer characters

  • but express your thoughts the same.

  • So just as a single example of this, as a single example,

  • consider this use of a variable last week.

  • Here in Scratch is how you might set a variable called counter to 0.

  • In C, it's going to be similar.

  • If you want the variable to be called counter,

  • you literally write the word counter, or whatever you want it to be called.

  • You then use the assignment operator, a.k.a. the equals sign,

  • and you assign it whatever its initial value should be here on the right.

  • So, again, the 0 is going to get copied from right to left into the variable

  • because of that single equal sign.

  • But this isn't sufficient in C. What else

  • is missing on the right-hand side, instinctively now?

  • Even if you've never programmed in this before.

  • Yeah, in front.

  • AUDIENCE: Semicolon.

  • DAVID J. MALAN: A semicolon at the end.

  • And one other thing, I think, is probably missing.

  • Again.

  • AUDIENCE: A data type.

  • DAVID J. MALAN: A data type.

  • So if we can keep going back and forth here,

  • what data type seems appropriate intuitively for counter?

  • int for integer.

  • So, indeed, we need to tell the computer when

  • creating a variable what type of data we want,

  • and we need to finish our thought with the semicolon.

  • So there might be a counterpart there.

  • What about in Scratch if we wanted to increment that counter variable?

  • We had this very user-friendly puzzle piece last time

  • that was change counter by 1, or add 1 to counter.

  • In C, here's where things get a little more interesting.

  • And pretty commonly done, you might do this. counter = counter + 1;

  • with a semicolon.

  • And this is where, again, it's important to note, the equal sign,

  • it's not equality.

  • Otherwise, this makes no sense.

  • counter cannot equal counter plus 1, right?

  • That just doesn't work if we're talking about integers here.

  • That's because the equal sign is assignment.

  • So it can certainly be the case that you calculate

  • counter plus 1, whatever that is, then you update the value of counter

  • from right to left to be that new value.

  • This, as we'll see, is a very common thing

  • to do in programming just to kind of count upward, for whatever reason.

  • You can write this more succinctly.

  • This code here is what we'll call syntactic sugar, sort

  • of a fancy way of saying the same thing with fewer words or fewer characters

  • on the screen.

  • This also adds 1, or whatever number you type over here,

  • to the variable on the left.

  • And there's one other form of syntactic sugar we're going to start seeing too,

  • and it's even more terse than this.

  • That too will increment counter by 1 by literally changing its value by 1.

  • Or if you change it to minus minus, subtracting 1 from it.

  • You can't do that with 2 and 3 and 4, but you

  • can do it by default with just plus plus or minus minus adding or subtracting 1.

  • Yeah.

  • AUDIENCE: [INAUDIBLE]

  • DAVID J. MALAN: Ah, so when you are changing a variable that already

  • has been created, as we did with the code that looked like this,

  • you no longer need to remind the computer what the data type is.

  • Thankfully, the computer is at least as smart as that.

  • It will remember the type of the data that you intended.

  • Other questions or comments on this?

  • All right, that's quite a lot.

  • Why don't we go ahead and here take a 10-minute break?

  • And we'll be back, we'll start writing some code.

  • All right, so we are back.

  • We've just looked at some of the basics of compiling,

  • even if it doesn't quite feel that basic.

  • But now, let's actually start focusing really

  • on writing more and more code, more and more interesting

  • code, kind of like we dove into Scratch last week.

  • So here I have these code open.

  • I've closed the GUI.

  • I'm going to focus more on my terminal window and my code editors.

  • Many different ways I can create new files, but I want to create something

  • called a calculator.

  • So, again, within this environment of VS Code,

  • I can literally write the code command which is VS Code specific,

  • and it just creates a new file for me automatically.

  • Or I could do that in the GUI.

  • I'm going to go ahead and create this file called calculator.c

  • and I'm going to go ahead and include some familiar things.

  • So I'm just going to go ahead and proactively include cs50.h, stdio.h.

  • I'm going to go ahead from memory and do the int void main--

  • more on that next week, why it's int, why it's void, and so forth.

  • And now let me just implement a very simple calculator.

  • We saw some mathematical operators, like plus and the like.

  • So let's actually use this.

  • So let me go ahead and first give myself a variable

  • called x, sort of like grade school math or algebra.

  • Let me go ahead then and get an int, which is new,

  • but I mentioned this exists.

  • And then let me just ask the user for whatever their x value is.

  • The thing in the quotes is just the English, or the string

  • that I'm printing on the screen. so I could say anything I want.

  • I'm just going to say x colon to prompt the user accordingly.

  • Now I'm going to go ahead and get another variable called y.

  • I'm going to get int again.

  • And now, I'm going to prompt the user for y.

  • And I'm just very nitpickly using a space just

  • to move the cursor so it doesn't look too messy on the screen.

  • And then lastly, let me go ahead and just print out the sum of x and y.

  • In an ideal world, I would just say something like printf x + y.

  • But that is not valid in C. The first argument, recall, in printf

  • has to be a string in double quotes.

  • So if I want to print out the value of an integer,

  • I need to put something in quotes here, maybe followed by a newline,

  • if I want to move the cursor as well.

  • So, again, we only glimpsed it briefly, but what

  • do I replace these question marks with if I want a placeholder for an integer?

  • AUDIENCE: [INAUDIBLE]

  • DAVID J. MALAN: Yeah, so %i.

  • Just like %s was string, %i is integer.

  • So I change this %i.

  • And now if I want to add x and y, for instance, super-- simple calculator,

  • doesn't do much of anything other than addition of two integers--

  • I think this works.

  • And, again, it looks definitely cryptic at first glance.

  • It would be if programming weren't this cryptic.

  • Other languages will clean this up for us.

  • But, again, if you focus on the basics, printf takes one input first--

  • which is a format string with English or whatever language,

  • some placeholders, maybe--

  • then it takes potentially more arguments after the comma,

  • like the value of x plus y.

  • All right, let me go ahead now and make calculator,

  • which, again, compiles my source code in C,

  • pictured above, and converts it into corresponding machine

  • code, or zeros and ones.

  • No error messages.

  • so that's already good.

  • Now I do ./calculator.

  • Let's do 1 plus 1 and Enter.

  • Voila.

  • Now I have the makings of a calculator.

  • Now let's start to tinker with this a little bit.

  • What if I instead had done this?

  • int z = x + y and then plug-in z here.

  • If I rerun make calculator, Enter, rerun ./calculator, type in 1 plus 1,

  • still equals 2, and let me claim that it will work for other values as well--

  • which of these versions is better designed?

  • If both seem to be correct at very cursory glance, is this version better

  • or is the previous one without the z?

  • OK, so this one is arguably better because I've now got a reusable

  • variable called z that I cannot only print but, heck,

  • if my program is longer, I can use it elsewhere.

  • Counterthoughts?

  • AUDIENCE: [INAUDIBLE]

  • DAVID J. MALAN: Yeah.

  • Debatable, like before, because it depends on my intent.

  • And, honestly, I think a pretty good argument

  • can be made for the first version.

  • Because if I have no intention of-- as you note--

  • using that variable again, you know what?

  • Maybe I might as well do this, just because it's

  • one less thing to think about.

  • It's one less distraction.

  • It's one less line of code to have to understand.

  • It's just a little tighter.

  • So here, again, it does depend on your intention.

  • But this field is pretty reasonable.

  • And I think, as someone noted earlier, when

  • I did the same thing with get_string, that, yeah, maybe kind of crossed

  • s line because get_string and the what's your name inside of it,

  • it was just so much longer.

  • But x + y, eh, it's not that hard to wrap our mind around what's

  • going on inside of the printf argument.

  • So, again, these are the kinds of thoughts that hopefully you'll

  • acquire the instinct for on not necessarily reaching

  • the same answer as someone else, but, again, the thought

  • process is what matters here.

  • All right, so how might I enhance this program a little bit?

  • Let's just talk about style for just a moment.

  • So x and y, at least in this case, are pretty reasonable variable names.

  • Why?

  • Because that's the go-to variable names in math

  • when you're adding two things together.

  • So x and y seem pretty reasonable.

  • I could have done something like, well, maybe my first variable

  • should be called first number and my next variable

  • should be called second number.

  • And then down here, I would have to change this

  • to first number plus second number.

  • Like, eh, this isn't really adding anything semantically

  • to help my comprehension.

  • But that would be one other direction we could have taken things.

  • So if you have very simple ideas that are conventionally

  • expressed with common variable names like x and y, totally fine here.

  • What if I want to annotate this program and remind myself what it is it does?

  • Well, I can add in C what are called comments.

  • With a slash slash, two forward slashes, you can write a note to yourself,

  • like prompt user for x.

  • And then down here, I could do something like prompt user

  • for y, just to remind myself what I'm doing there.

  • And down here, perform addition.

  • Now, in this case, I'm not sure these commands are really

  • adding all that much.

  • Because in the time it took me to write and eventually read these comments,

  • I could have just read the three lines of code.

  • But as our programs get more sophisticated

  • and you start to learn more syntax--

  • that, honestly, you might forget the next day, the next week,

  • the next month-- might be useful to have these notes to self that

  • reminds you of what your code is doing or maybe even

  • how it is doing that thing.

  • With these early programs, not really necessary,

  • doesn't really add all that much to our comprehension,

  • but it is a mechanism you have in place that

  • can help you actually remind yourself or remind someone

  • else what it is that's going on.

  • Well, let me go ahead and rerun this again in this current version,

  • make calculator.

  • And here, too, you might think I'm typing crazy fast--

  • not really.

  • I'm hitting Tab a lot.

  • So it turns out that Linux, the operating system

  • we're using here in the cloud--

  • but, actually, Windows and Mac OS nowadays support this too--

  • supports autocomplete.

  • So if you only have one program that starts with C-A-L,

  • you don't have to finish writing calculator, you can just hit Tab,

  • and the computer will finish your thought for you.

  • The other thing you can do is if you hit Up and keep going up,

  • you'll scroll through your entire history of commands.

  • So there too, I've been saving some keystrokes

  • by hitting Up quickly rather than retyping the same darn thing again

  • and again.

  • So, again, just another little convenience

  • to make programming and interacting with the command line interface even faster.

  • All right, let me go ahead and just make sure it's compiled in the current form.

  • The comments have no functional impact.

  • These green things are just notes to self.

  • Let me run calculator with maybe-- how about this?

  • Instead of 1 plus 1, how about 1 billion--

  • whoops, let's do that again.

  • Wa, da, da.

  • 1 million, 1 billion, and another 1 billion, and that answer is 2 billion.

  • All right, so that seems correct.

  • Let's run this program one more time.

  • How about 2 billion plus another 2 billion?

  • Did you know that?

  • So, apparently, it's not so correct.

  • And, clearly, running 1 plus 1 was not the most robust testing of my code

  • here.

  • What might have gone wrong?

  • What might have gone wrong?

  • Yeah.

  • AUDIENCE: [INAUDIBLE]

  • DAVID J. MALAN: Yeah.

  • The computer probably ran out of space with bits.

  • So it turns out with these data types-- we've been talking about string and int

  • and also float and char and those other things-- they all use a specific,

  • and, most importantly, finite number of bits to represent them.

  • It can vary by computer.

  • Newer computers use more bits, older computers tended to use fewer bits.

  • It's not necessarily standardized for all of these data types.

  • But in this case, in this environment, it is using 32 bits for an integer.

  • That's a lot.

  • So with 32 bits, you can count pretty high.

  • This is 64 light bulbs on the stage and could count even higher.

  • An int is only using half of these, or we have two integers here on the stage.

  • Now, if you think back to last week, we talked about 8 bits at one point.

  • And if you have 8 bits, 8 zeros and ones, you can count as high as 256--

  • just a good number to generally remember as trivia.

  • 8 bits gives you 256 permutations of zeros and ones.

  • 32 gives you roughly how many, if anyone knows?

  • It's 2 to the 32 power.

  • So it's roughly 4 billion, 2 to the 32.

  • If you don't know that, it's fine.

  • Most programmers, though, eventually remember these kinds of heuristics.

  • So it's roughly 4 billion.

  • So that feels like enough.

  • 2 billion plus 2 billion is exactly 4 billion.

  • And that actually should fit in a 32-bit integer.

  • The catch is that my Mac, your PC, and the like

  • also like to support negative numbers.

  • And if you want to support both positive and negative numbers, that technically

  • means with 32-bit integers, you can count as high

  • as roughly 2 billion positive or 2 billion negative

  • in the other direction.

  • That's still 4 billion, give or take, but it's only half as many

  • in one direction or the other.

  • So how could I go about implementing a correct calculator here?

  • What might the solution be?

  • Yeah, so not just li, which was for long integer.

  • I have to make one more change, which is to the data type itself.

  • So let me go back up here and change x from an int to a long, a.k.a.

  • long integer.

  • And then let me change y as well.

  • And then let me change the format code per the little cheat sheet we had up

  • a few minutes ago to li.

  • Let me recompile the calculator--

  • seems to work OK.

  • Let's rerun it.

  • Now let's do 1 plus 1.

  • That's should obviously be the same.

  • Now let's do 2 billion and another 2 billion

  • and cross our fingers this time.

  • Now we're counting as high as 4 billion.

  • And we can go way higher than 4 billion, but we're only

  • kicking the can down the street a bit.

  • Even though we're now using--

  • with a long--

  • 64 bits, which is as long as this stage now, that's still a finite value.

  • It might be a really big value, but it's still finite.

  • And we'll come back at the end of today to these kinds

  • of fundamental limitations.

  • Because arguably now, my calculator is correct for like millions,

  • billions of possible inputs but not all.

  • And that's problematic if you actually want

  • to use my calculator for any possible inputs, not just

  • ones that are roughly less than, say, 2 billion, as in this case.

  • All right, any questions then on that?

  • But it's really just a precursor for all the problems

  • that we're going to have to eventually deal with later on.

  • AUDIENCE: [INAUDIBLE]

  • DAVID J. MALAN: A good question.

  • Yes.

  • If we were still using z, we would also have to change it to a long.

  • Otherwise, we'd be ignoring 32 of the bits that

  • had been added together via the longs.

  • Good question.

  • All right, so how about we spice things up with maybe not just addition here,

  • how about something with some conditions?

  • Let's start to ask some actual questions.

  • So a moment ago, recall that we had just the declaration of variables.

  • Now let's look back at something in Scratch that

  • looked a little something like this, a bunch of puzzle pieces

  • asking questions by way of these conditionals

  • and then these Boolean expressions here in green, maybe saying something

  • like x is less than y.

  • In C, this actually maps pretty cleanly.

  • It's much cleaner from left to right than it was with printf and join.

  • Here, we have just code that looks like this.

  • If, a space, two parentheses and then x less than y,

  • and then we have something like printf there in the middle.

  • So here, it's actually kind of a nice mapping.

  • Notice that, just as the yellow puzzle piece in Scratch

  • is kind of hugging the purple puzzle piece,

  • that's effectively the role that these curly braces are playing.

  • They're sort of encapsulating all of the code on the inside.

  • The parentheses represent the Boolean expression

  • that needs to be asked and answered to decide whether or not to do this thing.

  • And here's an exception to what I alluded to earlier.

  • Usually, when you see a word and then a parenthesis, something,

  • and then closed parenthesis, I claimed that's usually a function.

  • And I'm still feeling pretty good about that claim.

  • But there are exceptions.

  • And the word if is not a function.

  • It's just a programming construct.

  • It's a feature of the C language that similarly uses parentheses, just

  • for different purposes for a Boolean expression.

  • How about something like this?

  • Last week, if you wanted to have a two-way fork in the road,

  • go this way or that way, you can have if and else.

  • In C, that would look a little something like this.

  • And if we add in the printf's, it now looks quite like the same,

  • but it adds, of course, the word else and then a couple of more curly braces.

  • As an aside, in C, It's not strictly necessary to have curly braces

  • if you have only one line of code indented underneath.

  • For best practice, though, do so anyway, because it makes super clear to you

  • and ultimately anyone else reading your code

  • that you intend for just that one or more line of code to execute.

  • How about this from last week?

  • Here was a three-way fork in the road.

  • If x is less than y, else if x is greater than y, else if x equals y.

  • Now, here's where you have some disparities between Scratch

  • and C. Scratch uses an equals sign for equality, to compare two values.

  • C uses a single equals sign for assignment from right

  • to left, minor difference between the two worlds.

  • In C, we could implement the same code like this, the addition being

  • just this additional else if.

  • And if we add in the printf's, it looks a little something now like this.

  • This is correct both in the Scratch world and in the C world.

  • But could someone make a claim that this is not, again, well-designed?

  • Exactly.

  • We don't need the last if.

  • We need the else, at least, but we don't need the last if.

  • Because, at least in the world of comparing integers,

  • it's either going to be less than, greater than, or equal to.

  • There is no other case.

  • So you can save a few seconds, if you will,

  • of your program running-- a blink of the eye-- by only asking two questions

  • and then inferring what the answer to the third

  • must be just by nature of your own human logic here.

  • Now, why is that a good thing?

  • If, for instance, x and y happen to equal each other--

  • I type in 1 and 1 for both values, either in Scratch or in the C world--

  • in the case of this version, you're sort of stupidly

  • asking three questions, all of which are going to get asked

  • even though the answer is no, no, yes.

  • That is false, false, true.

  • That seems to be unnecessary because if we instead optimize this code,

  • get rid of the unnecessary if and just do as you proposed logically--

  • else print that x is equal to y--

  • now if x indeed equals y because they're both 1 or some other value,

  • now you're only going to ask two questions, so 2/3 as many questions,

  • and then you're going to get your same correct result.

  • So, again, a minor detail, but, again, the kinds of things

  • you should be thinking about, not only as

  • you write your code to be correct but also write

  • it to be well-designed as well.

  • All right, so why don't we go ahead and translate this

  • into the context of an actual program here?

  • I'll create a blank window here.

  • And let's do something with points, like points on my own very first CS50

  • problem set.

  • Let me go ahead and run code of points.c.

  • That's just going to give me a new text file.

  • And then up here, I'm going to do my usual, include cs50.h.

  • include stdio.h.

  • int main void.

  • So a lot of boilerplate, so to speak, in these early programs.

  • And now, let's see.

  • Let's ask the user, how many points did they

  • lose on their most recent CS50 PSet?

  • So sort of evoke my photograph of my own very first PSet last week

  • where I lost a couple of points myself.

  • So int points = get_int.

  • Then I'll ask a question in English like, how many points did you lose,

  • question mark, space?

  • And then once I have this answer, let's now ask some questions of it.

  • So if points is less than 2--

  • borrowing the syntax that we saw on the screen a moment ago--

  • let's go ahead and print out something explanatory

  • like you lost fewer points than me, backslash n.

  • else if points greater than 2--

  • which is, again how many I lost--

  • I'm going to go ahead and print out you lost more points than me, backslash n.

  • else if-- wait a minute, else seems to be sufficient logically here.

  • I'm just going to go ahead and print out something

  • like you lost the same number of points as me, backslash n.

  • So, really, just a straightforward application of that simple idea

  • but to a concrete scenario here.

  • So let me go ahead and save this.

  • Let me go ahead and run make points, Enter.

  • No errors, that's good.

  • Run points.

  • And then, how many points did you lose?

  • How about, it's 1 point?

  • All right, you lost fewer points than me.

  • How about 0 points?

  • Even better.

  • How about 3 points?

  • And so forth.

  • So, again, we have the ability to express in C now pretty basic idea

  • from last week in reality, which is this notion of conditionals and asking

  • questions.

  • There's something subtle here, though, that's maybe not super well-designed

  • that someone might call a magic number.

  • This is programming speak for something I've done here.

  • There's a bit of redundancy unrelated to the if and the else and the else.

  • But is there something I typed twice just to ask, perhaps, for the obvious?

  • Exactly, I've hard-coded, so to speak, manually typed out the number 2--

  • in two locations, in this case--

  • that did not come from the user.

  • So, apparently, once I compile this, this is it.

  • You're always comparing yourself to me in like, 1996,

  • which for better or for worse, is all the program can do.

  • But this is an example too of a magic number in the sense

  • like, wait, where did that 2 come from, and why is it in two places?

  • It feels like we are setting the stage for just a higher probability

  • of screwing up down the road.

  • Because the longer this code gets, suppose I'm comparing against 2 points

  • elsewhere--

  • 2, 3, 4, 5 places--

  • am I going to keep typing the number 2?

  • Like, yeah, that's fine.

  • It's correct.

  • It's going to work.

  • But, honestly, eventually, you're going to screw up,

  • and you're going to miss one of the 2's, you're going to change it to a 3,

  • because maybe I did worse the next year, or 1, I did better.

  • And you don't want these numbers to get out of sync.

  • So what would be a logical improvement to this design,

  • rather than hard-coding the same number sort of magically

  • in two or more places?

  • Yeah, why don't I make a variable that I can use in there?

  • So, for instance, I could create a variable

  • like this, another integer called mine.

  • And I'm just going to initialize it to 2.

  • And then I'm going to change mentions of 2 to this.

  • And mine is a pretty reasonable name for a variable insofar

  • as it refers to exactly whose points are in question.

  • There's a risk here, though, minor though it is.

  • I could accidentally change mine at some point.

  • Maybe I forget what mine represents, and I do some addition or subtraction.

  • So there's a way to tell the computer "don't trust me,

  • because I'm going to screw up eventually"

  • by making a variable constant too.

  • So a constant in a programming language--

  • this did not exist in Scratch--

  • is just an additional hint to the computer that essentially enables

  • you to program more defensively.

  • If you don't trust yourself necessarily to not

  • screw up later, or honestly, in practice,

  • if you know that number should never change, make it constant

  • and never think about it again.

  • This tells the compiler to make sure that even you later in your code cannot

  • change the number 2.

  • And another convention in C and other languages, when you have a constant,

  • it's often common to just capitalize the variable.

  • Kind of like you're yelling, but it really just

  • visually makes it stand out.

  • So it's kind of like a nice rule of thumb

  • that helps you realize, oh, that must be a constant.

  • Capitalization alone does not make it constant.

  • The word const does.

  • But the capitalization is just a visual reminder

  • that this is somewhere, somehow a constant.

  • So just a minor refinement, but, again, we're

  • sort of getting better at programming just by instilling

  • these kinds of heuristics.

  • Questions, then, on conditionals in C or these constants?

  • Yeah.

  • AUDIENCE: Why do you not use semicolons after line 9 and line 13?

  • DAVID J. MALAN: Yeah, why do you not use a semicolon in lines 9, 13?

  • Just because.

  • This is the way the language was designed.

  • And it's confusing early on.

  • Generally speaking, when you're using conditionals-- and eventually,

  • we'll see loops--

  • there's no semicolons involved.

  • For now, assume that semicolons usually finish your thought after a function.

  • That's not 100% reliable of a heuristic, but it'll get you most of the way

  • there.

  • And just because.

  • Left hand was not talking to the right hand when some of these languages

  • were designed.

  • All right, so let's do something else.

  • How about this?

  • If I have the ability to ask something conditionally--

  • is this thing true or is this other thing--

  • could I write a very simple program that does something basic like,

  • tells me if a number the human types is even or odd?

  • Well, let me just get the framework for that in place.

  • Let me go ahead and write code of a parity--

  • is a fancy way of saying even or odd.

  • And let me go ahead and include cs50.h, include stdio.h, int main void--

  • again, more on those down the road.

  • But, for now, I'm going to go ahead and get a number n from the user

  • by calling get_int and asking them for whatever n is.

  • And then now I'm going to introduce some pseudocode.

  • So here's the first example of a program,

  • honestly, that I'm not really sure how to proceed.

  • So let me just resort to some pseudocode using comments.

  • Eventually, I'll get rid of this and write actual code.

  • But if n is even, then print--

  • actually, let me just print that.

  • Let me just go ahead and say printf, quote unquote, "even",

  • because I know how to use printf.

  • else-- all right, I know how to printf odd,

  • so let me just say printf, quote unquote, "odd".

  • So here, I've sort of taken a bite out of the problem, if you will.

  • And let me go ahead and put in my little placeholders.

  • I want to do some kind of conditions.

  • So if, question marks now, let me go ahead and fill in the blanks here.

  • else I'll put this here.

  • So I think I'm OK now.

  • I'm getting closer to solving this.

  • But I still have this question mark here.

  • How, using syntax we've seen, might I determine if n is even or odd?

  • What do you think?

  • Nice.

  • There's this little operator I mentioned by name earlier, the remainder

  • operator, that will let you do exactly that.

  • If you divide any number by 2, that mathematical heuristic

  • is going to tell you if it's even or odd based on whether there's

  • a remainder of 0 or 1.

  • And that's nice because the alternative would seem to be doing something stupid

  • like if n == 0 or if n equals 2 or n equals 4--

  • your code would be infinitely long if you had to ask all possible questions.

  • But if I do n divided by 2 and look at the remainder--

  • it's a little cryptic, but this will indeed do the trick.

  • So the percent sign is the remainder operator.

  • It does numerator divided by denominator and returns not the result of that

  • but, rather, the remainder of that.

  • So if you divide anything by 2, it's going to be a 0 or 1 remainder.

  • And if, indeed, 2 divides into n evenly, giving you 0,

  • then you're going to print even.

  • Else, it's got to be odd.

  • But there is something odd-- pun intended-- in this highlighted line.

  • What is another new piece of syntax, apparently, besides the percent sign?

  • What's a little off there?

  • Yeah.

  • Yeah, so that's not a typo.

  • And I even caught myself verbally saying it a moment ago,

  • just because it's so ingrained.

  • What must this mean here?

  • Yeah.

  • AUDIENCE: [INAUDIBLE]

  • DAVID J. MALAN: Yeah, if something's equivalent to the other.

  • So now this is the equality operator.

  • It's not assignment from right to left.

  • And this one too is an example of, literally,

  • humans not really planning ahead, perhaps, left hand

  • not talking to right hand in that someone decided,

  • let's use the equals sign for assignment.

  • And then some number of minutes or days later, people are like, damn,

  • how do we now compare for equality?

  • Well, let's just use two.

  • And if you think this is a little weird, in some languages, like JavaScript,

  • there's a third version where you use three equal signs.

  • So, again, it's humans that design these languages.

  • So if you're ever frustrated by them, confused by them, eh, admittedly,

  • it might just not have been the best design.

  • But we just kind of have to live with it ever since.

  • So let me go ahead and zoom out here.

  • Let me go ahead and make parity here.

  • So make parity-- and, again, parity is just the name of my file, parity.c.

  • ./parity, type in a number like 2.

  • That's indeed even.

  • 4, that's indeed even.

  • 3, that's indeed odd, and so forth.

  • If we continue testing, presumably, we'll get the same kinds of answers.

  • How about something else?

  • Let me go ahead now and let me start copying and pasting some of this code

  • because, admittedly, it's getting a little tedious to keep typing out

  • all of that boilerplate at the top.

  • Let me create a program called agree.c that's

  • reminiscent of any of those forms you have

  • to agree to online with a checkbox or typing in yes or no or the like.

  • So let me throw away all the guts of this main program

  • and now ask something like this.

  • Let me go ahead and prompt user to agree to something.

  • I'm going to go ahead and say, how about get_string do you agree--

  • whatever the question might be-- and I want the human to type y or n

  • for yes or no, respectively.

  • So if it's only a single character, actually, I

  • can actually get by with just get_char.

  • Not used it before, but it was on our menu

  • of functions from the CS50 library.

  • And if I want to get the user's response,

  • the return value should be a char also on the left.

  • So now we've seen strings, ints, and now chars,

  • if we only care about a single letter.

  • And now let's go ahead, check whether user agreed.

  • So how about if c == "y", then let me go ahead and, inside of my curly braces,

  • print out agreed or some such sentence like that.

  • else if they did not type c-- or you know what?

  • Let's be explicit here, just so they can't

  • type z or b or some random letter.

  • else if c=="n" n for no, then let me go ahead and print out not agreed,

  • or something like that.

  • And I'm just going to ignore the user if they don't cooperate

  • and they type z or b or something that's not y or n.

  • All right, let me go ahead now and compile this code, make agree, ./agree.

  • All right, do I agree?

  • Yes.

  • Let's go with the default. OK, so that seems to work.

  • No, I don't agree this time.

  • That seems to work.

  • How about my caps lock key is on or I'm just really yelling, capital Y?

  • It ignores me.

  • Capital N, it ignores me.

  • So, obviously, a bug, at least if I want to tolerate uppercase and lowercase,

  • which is kind of reasonable.

  • So what would be the possible solutions here, do you think?

  • How do I solve this and tolerate both capital and lowercase?

  • Maybe what's the simplest, most naive implementation?

  • AUDIENCE: [INAUDIBLE]

  • DAVID J. MALAN: Yeah, so why don't I just ask two questions?

  • Or you know what, even more simplistic based only on what we've seen before--

  • if you will, let me just copy and paste some of this code.

  • Change this to an else-- whoops, not in caps-- else if "Y".

  • And then I bet I could do the same thing with n.

  • But here too, just like with Scratch, as soon

  • as you start to find yourself copying and pasting,

  • you're probably doing something wrong.

  • And what you said verbally, if I may, was actually better.

  • Because you're implying that I could just say something like OR c == "Y"

  • or, down here, c == "N".

  • The catch is, you can't use the word OR in C. It's actually two vertical bars.

  • So you can express one question or another.

  • You only need one of the answers to be yes or true,

  • and you use two vertical bars.

  • By contrast, just so you've seen it, if you

  • wanted to check if something is equal to something AND something else,

  • you could use two ampersands.

  • This logically would make no sense here, though.

  • Certainly, what the human typed can't both be lowercase and uppercase.

  • That just makes no sense.

  • So in this case, we do want OR.

  • But that allows me to tighten my code up.

  • I don't have to start copying and pasting whole branches.

  • I can now ask two questions at once.

  • Questions, then, on this variation?

  • Really good question.

  • Can you convert the input to all lowercase?

  • Absolutely, you could.

  • We don't have the capability yet.

  • It turns out that's going to require--

  • to be easy, another library, though we could do it

  • ourselves knowing a little bit about ASCII or Unicode from last week.

  • But, yes, that would be an alternative, but more on that a different time.

  • Other questions?

  • AUDIENCE: [INAUDIBLE]

  • DAVID J. MALAN: Good question.

  • Unfortunately, you have to be explicit in C. You can't just say this,

  • even though that's kind of how you might think about it.

  • You have to ask a complete question using the equality sign twice

  • in this case.

  • Let me ask a question now too.

  • It's not a typo.

  • I deliberately used single quotes around all of my single letters here.

  • Why might that be?

  • Previously, we used double quotes for anything that looked like text.

  • Yeah.

  • Correct, string is double quotes for multiple characters-- or even one,

  • technically, but yes.

  • And single quotes for single characters.

  • Because my data type is different.

  • I chose the simple route of just using a single char.

  • In fact, this program won't work with Y-E-S

  • or N-O. That's not supported at the moment-- more on that another time.

  • I had to use single quotes because that's how C does it.

  • If you're dealing with single characters,

  • a.k.a. chars, use single quotes.

  • If it's a string--

  • even if it's one single character in a string

  • as though you're starting to write out a longer word or sentence--

  • that would be double quotes.

  • And we'll see why this is before long too.

  • But, again, just things to keep in mind whenever writing code

  • in this particular language.

  • Yeah, down here.

  • So, short answer, if I'm understanding correctly, this would be incorrect.

  • And this would be even more incorrect.

  • But if you don't mind, let me kick the can a couple of weeks

  • on this as to why this doesn't work.

  • The most pleasant way to do this would indeed be to do something like this.

  • But even this is a slippery slope, because what

  • if the user does something weird, like they capitalize just the Y?

  • You can imagine this getting messy quickly.

  • I like your idea earlier about just forcing everything

  • to lowercase just to standardize things.

  • Unfortunately, you cannot compare strings for equality like this

  • for, again, reasons will come to before long.

  • So for today, we're keeping it simple, even though, arguably, it's

  • not nearly as user-friendly to only tolerate individual letters.

  • And there's a question over here.

  • On the US English keyboard it's shift and then

  • the backslash key above Return, but depending on your keyboard,

  • it will vary.

  • All right, so let's actually now look back

  • at something we did a little bit of last week.

  • Let me go ahead and open a file called meow.c,

  • because, recall, that's what we had Scratch do initially.

  • Let me include not the C50 library this time,

  • but just stdio.h because I only want printf for this demo.

  • Let me go ahead now and just print out meow.

  • And then if I want the cat to meow three times, like it did last week,

  • meow, meow, meow.

  • Save it.

  • make meow, ./meow.

  • Voila.

  • The program is written-- correct, I claim.

  • It ran.

  • It compiled OK.

  • But, again, this was the beginning of our conversation

  • last week of not being particularly well-designed.

  • And if someone wants to maybe point out the now obvious,

  • why is this not well-designed, necessarily?

  • Yeah, it's just repetition, right?

  • Again, I literally resorted to copy-paste.

  • That should be the signal that you're probably

  • doing something wrong or, at best, just lazy of you, in this case.

  • So the solution, as you might glean from last week,

  • is probably going to be one of those things called loops.

  • So let's just take a look at some of the syntax for loops in C.

  • But, again, no new ideas, it's just some new syntax

  • that'll take some getting used to.

  • In Scratch, if you wanted to meow forever with something like this,

  • there's not a forever keyword in C, so this one's a little weird to look at.

  • But this is the best we can do.

  • It turns out there is a keyword called while in C.

  • And that kind of has the right semantics,

  • because it's like while I do something again and again,

  • that's the best I can do.

  • But just like an if condition or an else if condition,

  • those took a Boolean expression in parentheses,

  • a while loop also takes a Boolean expression in parentheses.

  • So I have to ask a question.

  • Now, if I want to do something forever, I could kind of stupidly just

  • say while 2 is greater than 1, while 3 is greater than 2,

  • or just something completely arbitrary.

  • But that should rub you the wrong way, because like, why 2 versus 1?

  • Why 3-- if you want true, just say true.

  • So it turns out in C, there are special keywords, true and false,

  • that are literally true and false, respectively.

  • I could also put the number 1 for true and the number 0 for false,

  • but most people would just say true to be explicit.

  • So it's a little hackish, if you will, but very conventional.

  • There's no forever keyword in C. If I want to then print meow forever,

  • I'm going to just use something like printf here.

  • So, again, not perfect translation from one

  • to the other, but absolutely possible in C. What about this?

  • This is a little more common if you want to do something

  • a finite number of times, like repeat 3.

  • There's a few different ways we can do this in C. Here's one approach.

  • And here's where C-- like a lot of text-based languages,

  • you kind of have to whip out that toolkit of all of the basic building

  • blocks and think about, all right, how can I

  • build a little machine in software that does something some number of times?

  • Well, let me give myself a variable called counter, set it equal to 0.

  • Let me create a loop whose Boolean expression is counter less than 3,

  • the idea being here, why don't I just kind of count 1, 2, 3?

  • So how do I implement this physicality in code?

  • I give myself a variable, set it to 0, 0 fingers up.

  • Now, I ask the question, is counter less than 3?

  • If so, go ahead and print out meow.

  • And just intuitively, even if you've never seen C code or any code

  • before Scratch, what more do I need to do?

  • I've left room here for one more line of logic.

  • Yeah.

  • We have to increase counter.

  • So I need code like I showed earlier, like counter equals counter plus 1.

  • And so here's where programming sometimes

  • becomes a bit more like plumbing.

  • You can't just say what you mean, like you couldn't Scratch.

  • You have to build a little sort of software machine

  • that initializes a value, does something, increments it, checks it.

  • And so it's kind of like this software-based machine,

  • but together, that's just using some familiar building blocks.

  • But this is pretty common.

  • Just like in Scratch, you might have used loops a bunch

  • of times, pretty common in C.

  • So can we tighten this code up?

  • This is correct, but here are some conventions that are popular.

  • If you're going to count, just say i.

  • A convention in programming-- with, at least,

  • languages like C-- is just use i as an integer if all its purpose is

  • is to count from like, 0 on up.

  • Counter is not wrong.

  • It's not bad.

  • It's just more verbose than you need to be.

  • Just call it i.

  • You don't need more semantics than that.

  • All right, what else can I do here?

  • There's another opportunity to tighten up this code.

  • Do you recall?

  • Yeah.

  • Yeah, that syntactic sugar that does nothing new,

  • but it does it more succinctly.

  • I can change this to either the intermediate format or even tighter

  • format of just i++.

  • Now, this is pretty canonical.

  • This is how most people would implement something

  • three times using a loop in C--

  • using a while loop, that is.

  • Turns out that it's so common in C and other languages

  • to do something finitely many times, there's a couple of ways to do it.

  • In this model, to be clear, the logic, though,

  • is that we start by initializing the variable, like I've highlighted here.

  • We then ask the question, is i less than 0?

  • If so, everything that's indented inside the curly braces

  • gets executed-- namely, meow then the update.

  • Then the computer is going to have to recheck the condition

  • to make sure that i hasn't gotten so big that it's greater than 3.

  • But if not, it then does this again and it does this again.

  • And then it repeats, constantly checking the condition

  • and executing what's in the block, checking the condition

  • and executing what's in the block.

  • After three times of that, the condition is going to be false, or a no answer,

  • and that's it for the code.

  • It just proceeds to whatever's down here, just like with Scratch.

  • It jumps to the next blocks down below.

  • All right, what's another way, though, to do this?

  • Well, I've deliberately been counting from 0--

  • and that's a programming convention, right?

  • We started last week with all the light bulbs off, which was 0.

  • So it's pretty reasonable to start counting at 0's, just

  • like you would here.

  • Like, no fingers are up, this is 0--

  • fingers on your hand.

  • But if you prefer, you could start counting at i equals 1.

  • But then you don't want to do it while i is less than 3,

  • you want to do i is less than or equal to 3.

  • On most keyboards, there's no symbol for less than or equal to or greater than

  • or equal to, so in C, you use two characters, less than

  • and then an equals sign with no spaces in between.

  • That just means less than or equal to.

  • We could change it to set i to 2 and make this condition be less than

  • or equal to 4.

  • We could make this be a 10 and less than or equal to 12.

  • But, again, just stick with the basics.

  • Start at 0 and count on up would be the convention.

  • Or if you prefer to count down, that's fine too.

  • Set i to 3 and then do this so long as i is greater than 0,

  • but you have to decrement instead of increment.

  • So, again, we could do this all day long.

  • There's literally an infinite number of ways to implement this idea.

  • And that's why I keep emphasizing convention.

  • Call the variable i for something like this,

  • initialize it to 0 for something like this, and just generally count up,

  • unless you really prefer to count down.

  • Again, just certain human conventions.

  • All right, how about another way to do this?

  • This is what's called a for loop in C, also very common.

  • It's not quite as straightforward in that it doesn't really read top

  • to bottom in exactly the same way.

  • This kind of has a lot more logic tucked into its first line.

  • But it does exactly the same thing.

  • What happens here is--

  • notice that inside the parentheses, next to the word for,

  • there's two semicolons-- which is another weird use of syntax.

  • They're not at the end of the line, now they're

  • in the middle of the parentheses.

  • But that's what the humans chose years ago.

  • The first thing before the semicolons initializes your variable, int i = 0.

  • The next thing is the condition that's going to constantly get

  • checked every cycle through this loop.

  • And the last thing is going to be what you do after each loop, which

  • in this case is going to be count up.

  • So, again, if I rewind we initialize i to 0.

  • We then ask the question, is i less than 3?

  • If so, execute what's inside of the loop.

  • Then the computer does this, it does the update, incrementing i by 1.

  • And then it's not going to blindly meow again.

  • It's going to check again the condition, is i less than 3?

  • Then it's going to meow if so.

  • Then it might go ahead and increment i and check the condition again.

  • So, again, this does not read quite the same simple fashion top to bottom.

  • You kind of read it left to right and then jump around.

  • But, again, the initialization, the constant Boolean expression

  • being checked, and the update after each time

  • does the exact same thing as what we saw a moment ago in this while loop format.

  • Which one is better?

  • Eh, they're the same.

  • I think most people would probably eventually use

  • a for loop once comfortable, but just because is really the answer there.

  • All right, any questions, then, on loops as we've translated them to C?

  • Yeah.

  • AUDIENCE: [INAUDIBLE]

  • DAVID J. MALAN: A for loop and while loop

  • can both be used to do exactly the same thing.

  • There are subtle differences with issues of scope,

  • which we'll discuss before long, where when you

  • create a variable in a for loop--

  • notice that it was, again, inside of those parentheses, which

  • technically means it's only going to exist in these four lines of code.

  • By contrast, with the while loop, I declared my variable outside

  • of the loop.

  • That variable is going to continue to exist elsewhere in my program.

  • So that's one of the minor differences there.

  • Good question.

  • But you'll see some others over time.

  • All right, so we claim then that it's better in some form

  • to do this with loops.

  • So let's actually jump back to the code.

  • Let me go ahead and now re-implement meowing with a for loop, for instance.

  • So how about for int i = 0, i less than 3, i++.

  • Then inside my curly braces, let me go ahead and print out with printf, meow,

  • with a newline and a semicolon.

  • So I did it pretty quickly just because I've long acquired the muscle memory.

  • But if I now make meow, no errors there.

  • Run ./meow.

  • And I see meow, meow, meow.

  • Well, let's do now what we did last week, which

  • was to begin to make our own custom functions, if you will,

  • by using our own in C. So here's where the syntax gets a little funky,

  • but we'll explain over time what each of these keywords is doing.

  • If I want to create a function called meow--

  • because the authors of C did not create a function called meow decades ago--

  • I need to give it a name, like meow.

  • I need to specify if it takes any inputs.

  • For now, I'm going to say no.

  • And I'm going to explicitly say no by writing the special word void.

  • It's also necessary when implementing a function in C--

  • which was not necessary in Scratch--

  • to specify what its return type is.

  • But for now, I'm just going to say that meow is the name of the function,

  • it takes no inputs--

  • and that's what the void in parentheses means--

  • and it does not return anything like ask did,

  • or like get_string or get_int does.

  • meow's purpose in life is just to have side effects, visual side effects

  • by printing something on the screen.

  • So what is meow going to do?

  • I'm going to have it quite simply say printf,

  • quote unquote, "meow", backslash n.

  • And now, just like in Scratch, I can now just call

  • a brand new function called meow.

  • And here's where too, if you really don't like the curly braces,

  • technically speaking, you can get rid of them when there's

  • only one line of code inside your loop.

  • But, again, stylistically, I would encourage

  • you to preserve them to make super clear to yourself and others

  • what it is that's going on.

  • Let me go ahead and save this and do make meow.

  • Whoops.

  • Darn.

  • All right, what did I do?

  • Something stupid.

  • AUDIENCE: [INAUDIBLE]

  • DAVID J. MALAN: Yeah, so 0 does not belong there.

  • I meant to hit parenthesis.

  • So let me rerun make meow.

  • OK, fixed.

  • My mistake.

  • All right, it's still working OK.

  • But recall what I did in Scratch, kind of out of sight, out of mind.

  • And just to make a point, let me just highlight this and move it

  • way down in the file.

  • Because, again, now that meow exists, it's an abstraction.

  • I just know a meow function exists.

  • I want to be able to use it.

  • So let me scroll back up.

  • My main function is the same.

  • Let me go ahead and make meow again.

  • And now, just by moving that function, I've created all these lines of errors.

  • And let's look at the first.

  • Again, the rule of thumb here-- it's a little small,

  • but it says meow.c in bold-- which is the name of the file where the bug is--

  • 5 is the line number, and 20 is the character.

  • So line number is enough alone.

  • Let's see.

  • Oh, this is what happens when I scrolled up too far.

  • Sorry.

  • This is the error we're now looking at, line 7.

  • I was looking at the old error message from earlier before I fixed the 0.

  • meow.c line 7.

  • All right, apparently, C does not know what the meow function is.

  • Implicit declaration of function meow is invalid in C99.

  • Well, what does that mean?

  • Declaration of function means your creation of a function.

  • Like, I'm declaring that meow exists, but I haven't apparently

  • defined it yet.

  • And then C99 is the version of C from the year 1999,

  • which we generally use here, it's one of the more recent versions.

  • So why is that the case?

  • Can you infer from the mere fact that I just moved meow to the bottom

  • of the file-- which was fine in Scratch but now is bad--

  • why is that?

  • AUDIENCE: [INAUDIBLE]

  • DAVID J. MALAN: Yeah, C is just kind of old school.

  • It reads your code top to bottom.

  • And if it does not know what meow is when you first try to use it,

  • it just freaks out and prints out these error messages.

  • So the solution is, quite simply, don't do that, just leave it where it was.

  • But you can imagine this getting a little annoying over time, if only

  • because main is, by name, the main part of your program.

  • And, honestly, it would just be nice if main were always

  • at the top of your code.

  • Because if you want to understand what a file is doing,

  • it makes sense to just read it top to bottom.

  • Well, there is a solution to this.

  • You can put functions in different orders with main at the top so long

  • as you-- and this is perhaps the only time copy paste is appropriate--

  • so long as you leave a little breadcrumb for the compiler

  • at the very top of your file that literally

  • repeats the return value, the name, and the arguments

  • to that function, semicolon.

  • This is, so to speak, declaring your function--

  • and the real fancy way is this is a prototype.

  • It's like, what is this thing going to look like?

  • But the semicolon means I'm not going to deal with this yet.

  • I'm going to actually define the function

  • or implement it down below here.

  • This is kind of a stupid detail.

  • More recent languages get rid of this need,

  • you can put your functions in any order.

  • But, again, if you just think about the basics

  • of programming languages like this one here--

  • and as you noted--

  • it must just be reading your code top to bottom.

  • So annoying, yes, but explained, yes too.

  • So let me go ahead and make meow one more time, ./meow, still working OK.

  • And let me make one final enhancement to this meow program here.

  • Let me go ahead now and say something like this.

  • Let me go ahead and say, all right, wouldn't it

  • be nice if my meow function could do something for me some number of times?

  • So suppose I want to do this.

  • This meow function at the moment is going to meow three times.

  • But suppose I want to meow n times, where n is just

  • some number provided by the user.

  • Well, just like in Scratch, custom functions can take inputs,

  • I just presently am saying void.

  • But if I change this to int n, thereby telling the compiler,

  • hey, meow still doesn't return something,

  • but it does take something as input.

  • It takes an integer, and I want to call it n.

  • So this is another way of declaring a variable

  • but a way of declaring a variable that gets handed into,

  • as input, the function.

  • So now if I tighten up main here, now I can actually do something really cool

  • just like in Scratch, which is this.

  • If I now look at this code-- let me Zoom in here--

  • now my main program is really well-written in the sense

  • that it just says what it does, meow three times.

  • This works, though, because I defined meow as now taking an input,

  • an integer called n, and then using n in my now familiar for loop.

  • There's one change.

  • You might have caught my one mistake.

  • I also have to remind myself up here to make that change too.

  • Again, this is one of the only redundancies or copy-paste

  • that's sort of reasonable.

  • But there, I have now a better version.

  • So let me go ahead and rerun this, make meow, ./meow.

  • Voila.

  • So, again, no change in correctness but now,

  • again, we're sort of modularizing our code.

  • And, heck, what you could do now-- and this is just a tease about a feature

  • down the road--

  • those header files we talked about early, those libraries,

  • this is the kind of modularization we're talking about.

  • We, the staff, wrote a function called get_string, get_int, and so forth,

  • we put it in a file called CS50, and we put little breadcrumbs-- specifically,

  • these things called prototypes--

  • in cs50.h.

  • So that when you all, as aspiring programmers, include cs50.h,

  • you are sort of secretly telling the compiler at the very top of your code

  • what the menu of available functions is.

  • Why?

  • Because in CS50 is lines like these-- obviously, not for meow,

  • but for get_string, get_int, and so forth.

  • And stdio.h is the same lines of code for things like printf.

  • So that's all that's going on there.

  • It's just a way of telling the computer in advance what functions to expect.

  • All right, any questions, then, on these here?

  • Correct.

  • So if you don't mind, I want to continue to wave

  • my hand at that detail for today.

  • Indeed, int main void is a little weird, because what would the input domain be?

  • We have no mechanism for providing input yet.

  • And what does it mean for main to return anything?

  • Like, who is it returning to?

  • For another day, if we may.

  • They're going to come into play but that, for now,

  • today is just something you should take at face value,

  • as necessary copy-paste to begin programs.

  • So meow is a function that takes an input, the number of times to meow,

  • but it didn't actually have a return value, hence the void.

  • But what if we actually want to create our own function that

  • not only takes 0 or more inputs as arguments

  • but also returns some value, maybe an int, maybe a float, maybe something

  • else altogether?

  • Well, it turns out, in C, we can do that as well.

  • Let me go ahead and create a new file here called discount.

  • And let's implement a quick program via which

  • we can discount some regular price by some percentage,

  • as though there's a sale going on in a store.

  • Let me go ahead and include our usual cs50.h followed by stdio.h at the top.

  • Let me give myself int main void as before.

  • And inside of main, let's go ahead and do something simple.

  • Let's give ourselves a float called regular,

  • representing the regular price of something in a store.

  • Let's go ahead and get a float from the user asking them

  • what that regular price is.

  • Then, next, let's go ahead and declare a second variable-- also a float--

  • called sale, ultimately representing the sale price

  • after some percentage discount off.

  • And let's go ahead and simply calculate whatever regular is.

  • And, say, 15% off is a pretty good discount.

  • So let's go ahead and discount regular, whatever it is, by 15%,

  • which is equivalent, of course, to multiplying it with the asterisk

  • by 0.85.

  • Of course, if we're taking off 15%, we multiply the regular price by 0.85.

  • Now, let's go ahead and print out the results here.

  • Let me go ahead and say printf sale price, colon--

  • let me go ahead and %f, but, more specifically,

  • %.2f because, at least in US currency we typically show cents to two decimal

  • places--

  • followed by a newline.

  • And then let me go ahead and plug in the value of sale.

  • All right, let's go down here and do make discount, Enter.

  • So far, so good-- ./discount.

  • And the regular price is maybe $100.

  • So the sale price should be $85.

  • So our arithmetic seems to be correct here.

  • But let's fast-forward now in time.

  • Suppose that we find ourselves discounting

  • a lot of prices in an application, maybe a website

  • like Amazon where they're offering some kind of percentage discount.

  • And it'd be nice to have a reusable function that

  • just does this arithmetic for us, simple though it may be.

  • So let's go ahead and modify discount this time

  • to give ourselves our own function called discount,

  • for instance, that takes an input--

  • like the regular price that you want to discount--

  • and then it also returns a value.

  • It doesn't just print it out.

  • It returns a value, namely, a float that represents what the sale price is.

  • So let me go down below main and go ahead

  • and define a function that's going to return a float,

  • because we're dealing with dollar amount still.

  • The function is going to be called discount.

  • And it's going to take one input, like the price that we want to discount.

  • In here, I'm going to do something very simple.

  • I'm going to say float sale equals whatever that price is times 0.85.

  • And then I'm going to go ahead and return sale.

  • Now, for that matter, I can actually tighten this up a bit.

  • If I'm only declaring a variable to store a value that I'm then

  • returning with this keyword return, I actually don't even need that variable.

  • So I can delete the second line.

  • And I can actually just go ahead and get rid of that variable

  • altogether and immediately return whatever the arithmetic

  • result is of taking the price input, the argument that's being passed in,

  • times 0.85.

  • So very simple function that simply does the discounting for me.

  • As always, let me go ahead and copy-paste--

  • the only time it's OK to copy-paste-- the prototype of that function, so

  • the top of the file, so that when compiling this code,

  • main has already seen the word discount before.

  • And now let me go into the code here.

  • And instead of doing the math myself in main,

  • let me presume that we have some function already

  • in our toolkit called discount that lets me discount the regular price

  • and return that value.

  • And then down here, my code doesn't need to change.

  • I'm still going to print out sale the variable in which I'm

  • storing that result. But notice what I've done here.

  • I've sort of abstracted the way the notion

  • of taking a discount by creating my own function that takes a float called

  • price, or anything else as input.

  • It does a little bit of math, simple though it is here,

  • and then it returns a value.

  • But notice that discount is not printing that value.

  • It's literally using this other keyword called

  • return so that I can hand back that value, just like get_string hands

  • back a value, just like get_int back an integer without printing it

  • for you-- so that I up here on line 9 can go ahead and store

  • that value in a variable if I want and then actually print it out.

  • Let me go ahead now and recompile this code with make discount.

  • Let me go ahead and do ./discount.

  • And let's, again, do $100.

  • Sale price is going to be $85 as well.

  • Now, it turns out that functions don't have to take just 0 or 1 argument

  • as input.

  • They can actually take 2 or 3 or more.

  • So, in fact, suppose we wanted to now enhance this version of my program

  • and take in as input to the discount function, not just the price

  • that I want to discount but also the percentage off,

  • thereby allowing us to support not just 15% off but any number of percentage

  • points off.

  • Well, let me go up here and declare an int, say, and call it percent_off.

  • And let me ask the user for how many percentage

  • points they want to take off.

  • So I'm going to say percent_off inside of the prompt here,

  • get that int called percent_off.

  • And now in addition to passing in regular as an input

  • to the discount function, I'm also going to pass in percent_off.

  • But I need to tell the computer that it is taking now two arguments,

  • and the way I do this is just with a comma

  • down here in the function's own definition.

  • Here is going to be a percentage argument, a second argument,

  • per the comma.

  • And I'm now going to use that percentage in a slightly familiar way.

  • I don't want to just do percentage like this, because, of course,

  • that's going to increase the size of the total price.

  • I actually need to do a little bit of real-world math where if this is

  • a percentage off, like the number 15 for 15 percentage points,

  • I need to do 100 minus that many percentage points,

  • thereby giving me 100 minus 15--

  • 85.

  • And then I need to divide that by 100 in order now

  • to give myself 0.85 times the price that was passed in.

  • But if I go ahead now and save this, run, make discount one last time,

  • I notice that I've actually got an error here.

  • What have I done wrong?

  • Well, I need to change that prototype too.

  • And, again, this is admittedly an annoying aspect of C

  • that you have to maintain consistency here.

  • But that's fine.

  • I'm just going to go up here, change this to int

  • percentage-- spelling incorrectly.

  • And now let me retry compilation, make discount,

  • crossing my fingers this time.

  • Worked OK. ./discount, and voila, $100.

  • And percent off, say, 15 points.

  • And, voila, $85.

  • Now, it's worth noting that I've deliberately

  • returned the results of my math from this function.

  • I haven't just done the math on the original variable that's being passed.

  • In fact, if we take a look at this second version

  • where discount is now taking a price argument and a percentage argument,

  • notice that I'm not doing something like this.

  • I'm not just saying price equals price times 100

  • minus percentage divided by 100 and leaving at that.

  • The problem there is that this variable price is going

  • to be scoped to that discount function.

  • And we'll encounter this again before long, but this notion of scope

  • just refers to where in which a variable actually lives or exists

  • or is accessible.

  • So it turns out if I change price in the context of this discount

  • function, that's not going to have a lasting effect.

  • If I actually want to get the result back

  • to the function that used the discount function, namely, main,

  • I actually do need to take this approach of actually returning

  • the value explicitly so that ultimately I'm handing back the discounted price.

  • All right.

  • Well, let's go ahead and maybe how about let's just

  • use these primitives in just a few different ways.

  • How about a little game of yesteryear, Super Mario Brothers?

  • And in the original Super Mario Brothers and in bunches of variants,

  • so you have these side-scrolling worlds that

  • look like this where there's some coins in the sky hidden behind these question

  • marks.

  • So let's just use this as a visual to consider how in C could

  • I start to make something semi-graphical.

  • Like, not actual colors or fanciness, that feels like too much too soon--

  • just something like printing out some question marks.

  • Well, if I go back over here, let me create that actual file

  • that I alluded to earlier.

  • So let me code up mario.c.

  • Let me go ahead and include stdio.h, int main void, again,

  • which we'll continue to copy-paste for today.

  • And then let me just go ahead and do something simple like 1, 2, 3, 4,

  • and a newline.

  • All right, this is what we might call ASCII art, which

  • just means graphics but really just implemented with your keyboard.

  • And if I make mario and do ./mario, it's not nearly as engaging visually

  • as this, but it's the beginning of this kind of map for a game.

  • Well, if I wanted to now print out of those things dynamically,

  • let me go back to my code here.

  • And instead of printing out for all at once,

  • I could do something like four int i gets 0, i less than 4, i plus plus.

  • And then inside here, I could just print out one of them at a time.

  • Let me save that, make mario.

  • And, at the risk of disappointing, so close

  • but I made a mistake, just a stupid aesthetic.

  • The prompt is not on the new line.

  • How could I move it?

  • AUDIENCE: [INAUDIBLE]

  • DAVID J. MALAN: Yeah, I need an escape character, the backslash n.

  • But should I put it here?

  • OK, no, because that's going to put it after everyone,

  • and it's going to make this thing vertical instead of horizontal.

  • So, logically, just like in Scratch, put it at the end of the loop, so something

  • out here.

  • And just print out, for instance, only, quote unquote, new line.

  • And now if I do make mario again, ./mario, OK.

  • We're back in business.

  • But a little better designed in that now I'm

  • not repeating myself multiple times, I'm doing this again and again.

  • But let's do one other thing here with mario.

  • Let me go ahead and ask the user how many question marks or coins to print.

  • The catch here is that there's another type of loop that's helpful for this,

  • and it's called a do while loop, generally.

  • A do while loop is similar to a while loop,

  • but it checks the condition last instead of first.

  • Recall earlier on the slide, we had while,

  • open parenthesis, closed parenthesis.

  • And I kept claiming that we check whether i is less than-- whatever

  • it was, 3 in advance again and again.

  • A do while loop just inverts the logic so that you can actually

  • do something like this.

  • At the top of this program, I'm going to go ahead now

  • and give myself a variable n like this of type integer.

  • And then I'm going to do, literally, the following with the keyword do.

  • n equals get_int-- and I'm going to ask the user for the width,

  • like the number of dollar signs to print.

  • And I'm going to do this while n is less than, say, 1.

  • So this is a little cryptic, but the salient differences

  • are the Boolean expression is now at the bottom of my block of code,

  • not at the top.

  • Now, why is this?

  • Well, the difference here if I make mario is--

  • whoops.

  • I need to add cs50.h, because I'm now using get_int.

  • If I now compile this version of Mario and do ./mario,

  • a do while loop is helpful when you want to do something no matter what first

  • and then check some condition or some Boolean expression to see if maybe,

  • in this case, the user cooperated.

  • It would make no sense if the user typed in, say, 0,

  • because there's no work to be done.

  • It'd be really weird if they said negative 100,

  • because that makes no sense logically.

  • So with this simple construct here, I am doing the following

  • while n is less than 1.

  • The implication is that as soon as n equals 1 or is bigger than 1,

  • I'm going to break out of this loop, and I've got myself

  • a variable called n containing, essentially, a positive value, 1

  • through 2 billion or so.

  • And I can now use this, for instance, here, change the 4 to an n

  • so now my program is completely dynamic.

  • Let me go ahead and do make mario, ./mario again.

  • And I'll do 4, still works.

  • I'll do 40, still works.

  • And the difference here with the do while is if something like this

  • involves getting user input, well, there's no question to ask.

  • The user hasn't given you anything yet.

  • So you have to do something first, then check, and break out of the loop

  • if the human has, for instance, cooperated, in this case.

  • All right, well why don't we escalate to something

  • more like this in the same game, where you're underground as Mario,

  • and this is like a two-dimensional wall that's popping up here?

  • It looks like a 3 by 3, for instance, for the sake of discussion.

  • And it's like, made of bricks, so I'll use maybe hash symbols this time.

  • Well, it turns out that we can nest--

  • that is, combine-- some of these same ideas as follows.

  • Let me go ahead now and change back to this code.

  • And I'm going to keep the do while loop from before.

  • And I'm going to ask, though, this question,

  • what's the size of this square?

  • I'm going to assume it's n by n, so 3 by 3, 4 by 4, whatever.

  • So I'm just going to ask for the size of this square of bricks.

  • And now, how do I do this?

  • Well, I'm going to go ahead, for instance, and print out--

  • how about for int i = 0, i less than n, i++.

  • Let me just keep it simple and print out something

  • like this, just a single hash symbol that is a brick,

  • and a newline after it.

  • All right, let's make mario.

  • Run mario of 3.

  • OK, that's close to being it.

  • I've got a column.

  • All right, but I need it to be wider.

  • So the solution last time was to get rid of the newline

  • and then maybe put the newline here, after the loop.

  • All right, so let's do make mario, ./mario, and type in 3 and huh.

  • All right, so I kind of need to combine these two ideas somehow.

  • So how might we solve this problem?

  • I want to print rows and columns, not row or column.

  • How do I do this?

  • Yeah.

  • AUDIENCE: Add another loop in the for loop.

  • DAVID J. MALAN: Yeah.

  • Add another loop in the for loop, right?

  • If you use one loop conceptually to kind of count the rows from top

  • to bottom, and then within each row, you then

  • sort of typewriter style-- old school typewriter--

  • do like, character, character, character, character horizontally,

  • I think we could do exactly what we want to achieve here.

  • So how about this?

  • Let me get rid of this line and get rid of this line for now.

  • And let me just give myself another loop on the inside.

  • And since I'm already using i, another reasonable convention

  • here would be to say something like j.

  • So j also gets 0, j is less than n, j++.

  • And now, what's going to happen?

  • Let me go ahead and print out just one of these things at a time.

  • And let me save and let me run this.

  • Let me see how close we are.

  • Make mario 3.

  • OK, three, that's clearly wrong, but I see nine things there on the screen.

  • So we're close.

  • What's the one fix I need now to move the old school typewriter head

  • down to the next row when appropriate?

  • What do you think?

  • Yeah, I need one of these backslash n's.

  • And let me add some comments now to help everyone visualize what I've done.

  • For each row, for each column, how about print a brick--

  • just to kind of explain the logic?

  • And so I add that because now move to next row,

  • I could do something like this with a backslash n.

  • So here is where the comments, really, my pseudocode

  • actually kind of illuminates the situation a bit.

  • Let me go ahead and recompile mario, ./mario 3, now we're talking.

  • It's not a perfect square, just because these hash symbols

  • are a little taller than they are wide, but that's just a font detail here.

  • Now I've done something that's quite more akin to something like this.

  • All right, so let me pause here and see if there are any questions.

  • Again, the code's getting a little more complicated,

  • but we're just building more complicated programs like in Scratch,

  • with familiar puzzle pieces-- some variables,

  • some loops, some conditionals.

  • It's all the same as before.

  • Yeah.

  • Can you multiply strings in C?

  • No.

  • But ask that same question again in a few weeks when we get to Python,

  • and the answer will be yes.

  • Other questions.

  • Yeah.

  • In C, you must specify the return type, the name

  • of the function, and the inputs, or arguments,

  • to the function in that order.

  • And if none of them are applicable, you write the word void.

  • So same question as earlier, let me kick that can a week or so,

  • and we'll come back to that and we'll see why.

  • But for now, just take on faith that you need to do that with main.

  • Because main is a little special, similar to the

  • when green flag is clicked.

  • It too was a little special as well.

  • Yeah

  • AUDIENCE: [INAUDIBLE]

  • DAVID J. MALAN: Yes.

  • If you want to get out of a loop early, you could do this.

  • So let me answer this question this way.

  • An alternative to a do while loop would be to do something like this.

  • How about while true--

  • so do the following forever--

  • let me go ahead and get an inch from the user for the size of this thing.

  • If n is greater than 0--

  • that is, a positive integer--

  • then go ahead and use a new keyword called break.

  • This is identical to what we just did.

  • It's just a little longer.

  • It's like a couple extra lines, a lot of them are blank.

  • And so it's just an alternative.

  • But a do while does the same thing but a little tighter--

  • if that's in answer to your question.

  • All right, so let's now introduce, finally, a sequence of problems

  • that I've kind of been brushing under the rug,

  • though we did see a little bit of evidence of this earlier

  • when we tried to add 2 billion and 2 billion,

  • and it overflowed the number of bits in an int, so to speak.

  • Let me go ahead and code up a program called calculator again.

  • But I'm going to go ahead now and change this to floats.

  • So I'm going to change x to a float, and I'm going to use get_float.

  • And a float, again, is just a floating point value,

  • which is a fancy way of saying a real number with a decimal point in it.

  • And down here, I'm going to go ahead and use %f for float.

  • And I'm going to go ahead now and do one more thing.

  • Instead of addition, I want to do something fancier, like division,

  • so divide x by y.

  • And I'm going to give myself another third float called z,

  • as we did at the beginning of today.

  • And I'm going to print out z instead of x and y explicitly.

  • So I'm going to go ahead now and do make calculator, ./calculator.

  • And let's do something like, oh, 2/3.

  • 2 divided by 3 is 0.66667.

  • So that's what you would rather expect.

  • Let me run it again, 1/10.

  • All right, so 0.1, and a bunch of zeros.

  • That too is what you would rather expect.

  • But now let me get a little curious.

  • It turns out that in C, you can modify the behavior of these format

  • codes a little bit.

  • By default, you get 6 or so digits.

  • Suppose that you want to get exactly 2 digits.

  • You can more succinctly say 0.2 before the f and after the percent.

  • This is the kind of thing that's hard to remember, but you Google it,

  • and you find that, OK, format code for floats

  • uses 0.2 to do two decimal points.

  • So let me do make calculator again, ./calculator.

  • How about 2/3?

  • 0.67.

  • So it handles the display of significant digits for us here.

  • And now let me go ahead and do 1/10 and 0.10.

  • So it's adhering to that.

  • Well, maybe I really want a lot of precision, right?

  • I've got a really powerful computer.

  • Let me see 50 numbers after the decimal point.

  • That's a lot of significant digits.

  • Let me remake the calculator-- whoops, typo.

  • Let me remake the calculator, ./mario calculator.

  • And how about 2/3 again?

  • Well, that's interesting.

  • Pretty sure it's supposed to be a 0.6 with a line over it, right?

  • In grade school math.

  • All right, well, maybe that's just a bug.

  • How about 1/10?

  • OK, that's really getting funky.

  • So what's going on?

  • It seems that my program cannot only not do addition very well--

  • we eventually hit problems in the billions--

  • we can't even do very precise numbers here.

  • What's going on?

  • Exactly.

  • In a nutshell, the computer's approximating the answer

  • using that many numbers after the decimal point.

  • But the problem fundamentally is actually

  • very similar to that integer overflow from before.

  • And I'm using that now as a term of art.

  • Integers can overflow if you're trying to use more bits than you actually

  • have available to you.

  • You sort of change them all to ones, and then you're out of bits, so to speak.

  • Same thing here, but in the different context of floats--

  • if you only have 32 bits-- or, heck, if we

  • change to double and only have 64 bits, that's a lot of precision,

  • but it's not infinite.

  • And, yet, pretty sure there's an infinite number of real numbers.

  • In the world, which is to say a computer with finite memory cannot possibly

  • represent all possible numbers in the world.

  • Because, again, there's not an infinite number

  • of permutations of 32 or 64 bits.

  • It might be a lot, in the billions or more, but it's still finite.

  • And so, indeed, this is the computer's closest approximation

  • to what's actually going on there.

  • And so this is an example of what we would actually generally call

  • floating-point imprecision.

  • Floating-point imprecision refers to the inability for computers fundamentally

  • to represent all possible real numbers 100%

  • precisely, at least by default in languages like C. Thankfully,

  • in the world of scientific computing and so forth,

  • there are solutions to this problem that just give you more digits.

  • But the problem fundamentally is still going to be there.

  • So there's a reason I changed x and y to floats.

  • Let's see what would happen if we rewound a bit.

  • And instead of using floats for x and y, again, you say integer, so int x and y.

  • And let's go far back and use get_int as well,

  • thereby giving us integers x and y.

  • Let's still leave z as a float, because at the end of the day,

  • we want to be able to handle fractions or floating-point values.

  • But let's go ahead now and print out this value of z

  • having changed x and y now to ints.

  • make calculator, ./calculator, and let's do, say, 2 for the numerator,

  • 3 for the denominator.

  • And it's not 0.666, and it's not even rounding oddly.

  • It's just all zeros this time.

  • So why is that?

  • Well, it turns out that C, when dividing an integer by an integer,

  • is always going to give you back an integer, an int.

  • The problem is that floating-point values don't fit in ints.

  • Only the integral part to the left of the decimal point does.

  • Everything at and beyond the decimal point itself get thrown away,

  • known as a feature in C called truncation.

  • When dividing an integer by an integer, you get back an integer.

  • But if you're trying to then store what's actually a floating point

  • result in that integer, C is just going to throw away everything

  • at and beyond the decimal point, leaving us with this case,

  • in just the 0 from what should have been 0.666666 and so forth.

  • So let's see one more example, in fact.

  • Let me go back to my terminal here.

  • Let me do ./calculator again.

  • And let's do 4/3.

  • This time, It should be 1.33333 and so forth.

  • But let's see, 4 divided by 3, both as integers, this time gives us 1.0000,

  • but there too the answer should be 1.333.

  • But the floating-point part is getting truncated or thrown away,

  • leaving us with just 1.

  • So how do we solve this?

  • Well, certainly, we could just use floats from the get-go, as I did.

  • But if, by nature of your program, you only have access to integers--

  • or maybe even longs, for which the same problem would occur--

  • what we can actually do is called type conversion.

  • And we can explicitly tell the computer that we actually

  • want to treat this int as though it's a floating-point value.

  • And we can do that for both x and y.

  • So let me go back to my code here, and I have a couple of options, in fact.

  • I can convert y to a float by doing this, I can cast y to a float

  • by literally writing the type float inside of parentheses

  • right before the y.

  • And if I really want to be explicit, I can also do the same to x.

  • But, strictly speaking, it suffices to just change one or the other,

  • not necessarily both.

  • Let me go ahead now and do make calculator again, ./calculator,

  • and let's try 2 divided by 3.

  • And now, we're back to an answer that's closer to correct.

  • But, indeed, we're still having some rounding issues there.

  • Let's run it one more time for 4 divided by 3.

  • There too we're closer to the right answer, at least.

  • But we still have that floating-point imprecision,

  • but that's going to be another problem altogether to solve.

  • And here in a little more detail is that issue

  • of integer overflow, which is in the context of ints.

  • Suppose that we think back to last week when we had three bits,

  • and we counted from 0 to 7, 0, 1, 2, 3, 4, 5, 6, 7.

  • I think I asked the question, how would we count to 8?

  • Someone proposed, well, we need a fourth bit.

  • That's fine if you have a fourth bit, if you have access

  • to another light bulb or transistor.

  • If you don't, though, the next number after this is technically 1000.

  • But if you don't have space for or hardware for that fourth bit,

  • you might as well just be representing the number 0.

  • So in the world of integers, if you're only using three bits,

  • those three bits eventually overflow when you count past 7.

  • Because what should be 8 can't fit, so to speak, so it rolls back over to 0.

  • And as arcane as this problem might seem,

  • we humans have done this a couple of times.

  • You might recall knowing about or reading

  • about the Y2K problem, where a lot of people

  • thought the world was going to end.

  • Why?

  • Because on January 1st of 2000, a lot of computers,

  • presumably, were going to update their clocks from 1999 to the year 2000.

  • The problem is, though, for decades, for efficiency, we humans

  • were honestly in the habit of not storing years as four digits.

  • Why?

  • Because that's just a lot of space to waste, especially since centuries

  • don't happen that often.

  • So a lot of computer systems, especially early on when

  • hardware was very expensive and memory was very tight,

  • just stored the last two digits of any year.

  • The problem, of course, on January 1st of 2000 is that 99 rolls over to 100.

  • But if you don't have room for another digit it's just 00.

  • And if your code assumes a prefix of 19, well, we just went from the year

  • 1999 back to the year 1900.

  • Thankfully, long story short, a lot of people wrote a lot of code

  • in a lot of old languages and mostly warded off this problem,

  • so the world did not end.

  • The next time the world might end though, is on January 19, 2038.

  • Now, that might feel like a long time away,

  • but so did the year 2000, at one point.

  • Why might clocks again break in today's modern computers in 2038,

  • might you think?

  • AUDIENCE: [INAUDIBLE]

  • DAVID J. MALAN: Indeed.

  • So this refers to some number of seconds.

  • So it turns out that the way computers generally keep track of time

  • is they count the total number of seconds since the epoch, which

  • is defined as January 1, 1970.

  • Why?

  • It was just a good year to start counting at,

  • when computers really came onto the scene.

  • Unfortunately, most computers used 32 bits to count the number of seconds

  • since January 1, 1970, the implication of which is we

  • can only count up to roughly 2 billion seconds.

  • 2 billion seconds is going to happen in 2038, at which 30 11's

  • are going to roll over as follows.

  • That number 2 billion, which is the max--

  • because if you're representing positive and negative numbers,

  • recall that you can only count as high as positive 2 billion

  • or negative 2 billion--

  • looks like this.

  • This is roughly the number 2 billion in binary.

  • It's all ones with one zero way over here.

  • If I count one second past that 2 billion number, give or take--

  • that means, all right, I add 1, I carry the 1--

  • it's just like 9's becoming 0's in decimal.

  • If I keep this sort of simple animation and I keep carrying the 1,

  • carrying the 1, carrying the 1, 1 second after 2 billion seconds, give or take,

  • I have this number in the computer's memory.

  • So there's still 1 bit that's a 1 all the way to the left.

  • Unfortunately, that bit often represents negativity,

  • whereby if that first bit is negative, that represents that the rest of it

  • somehow represents a negative number.

  • It's not negative 0.

  • There's a fancier representation.

  • But a very big, positive number very suddenly

  • becomes a very big, negative number.

  • And that number is roughly negative 2 billion.

  • That means computers in 2038 on that date

  • are going to accidentally think that it's

  • been negative 2 billion seconds since January 1, 1970, which is going to make

  • computers potentially think it's 1901.

  • So what is the solution to the 2038 problem, perhaps?

  • Y2K was because we were using two digits for years.

  • What about 2038?

  • More bits.

  • And, thankfully, we're getting a little better at lessons learned here,

  • and computers now are increasingly using 64 bits.

  • And all of us will be long gone by the time we run out

  • of that number of seconds, so it's someone else's problem

  • many, many years from now.

  • But that's really the fundamental solution.

  • If you're running up against something finite, well,

  • just kick the can further and just give yourself more bits.

  • And, frankly, because hardware is so much cheaper these days,

  • computers are so much faster, it's not as big of a deal

  • as it might have been decades ago.

  • But that's indeed the solution.

  • But this arises in very common contexts.

  • In fact, let me go ahead and write a real quick program here called pennies.

  • You might think that just converting dollars to pennies in US currency

  • might be simple, but let me go ahead and do this.

  • In pennies.c, I'm going to go ahead and include cs50.h.

  • And I'm going to include stdio.h, int main void as my starting point.

  • And now down here, I'm going to do this.

  • I'm going to get a float called amount, and I'm

  • going to ask the user for some amount of dollars, so a dollar amount,

  • and I'm going to store that in a variable called amount.

  • Then I'm going to simply convert that amount to pennies by doing, say, how

  • about amount times 100?

  • And then I'm going to go ahead and print out that the number of pennies is %i--

  • because that's just an integer in pennies--

  • backslash n, quote unquote, comma, pennies.

  • All right, so if I didn't make any mistakes here, let me make pennies,

  • ./pennies.

  • And suppose I have, say, $0.99, so 0.99.

  • That's 99 pennies.

  • Suppose I have $1.23.

  • That's pretty good.

  • Suppose I have $4.20.

  • Huh.

  • There's that imprecision issue.

  • And this isn't even that big of an amount.

  • Now, not a big deal if the cashier gives you one penny less than you're owed,

  • but you can imagine this adding up.

  • You can imagine this being worrisome for financial implications,

  • for financial transactions, for scientific measurements and the like.

  • My program can't even handle this.

  • Well, there are some solutions here.

  • And it looks like what's really happening--

  • if I print it out using the %f with a 0.50 or whatever to see more decimal

  • points--

  • presumably, the computer is struggling to represent $4.20 precisely.

  • It's probably storing 4 dollars and 19.9999-something cents.

  • So it's close, but it's not quite there.

  • So I could at least solve this by rounding up, for instance.

  • And it turns out there is a round function out there.

  • And it turns out that it's in a library called the math library.

  • And you would know this by looking at online documentation and the like,

  • as we'll point you to.

  • And if I now make pennies again and do ./pennies, I can now do $4.20.

  • And, voila.

  • Now it's correct.

  • So at least in this context, it seems like a solvable problem.

  • But it's certainly something I need to be mindful of, nonetheless.

  • Unfortunately, even professional, full-time programmers over the years

  • have not been particularly attentive to these kinds of details.

  • And in a class like this, the goal is not just to teach you programming

  • but to really teach you what's going on underneath the hood, so to speak,

  • so that you have a bottom-up understanding of how data

  • is represented, how computers are manipulating it,

  • so that you are not on the failing end of some program having some bug.

  • And so that we as a society are not beholden to those kinds of mistakes

  • too.

  • And this happens, unfortunately, all of the time.

  • This is a Boeing airplane that a few years ago needed

  • to be rebooted after every 248 days.

  • Why?

  • Because this Boeing airplane software was using a 32-bit integer counting up

  • tenths of a second to keep track of something or other

  • related to its electrical power.

  • And, unfortunately, after 248 days of the airplane being continuously on--

  • which in the airline industry is apparently not

  • uncommon to make every dollar count, keeping the planes up and running

  • all the time--

  • the 32-bit number would roll over and the power

  • would shut off on the airplane as a side effect because of sort

  • of undefined behavior in that case.

  • The temporary solution by Boeing at the time was apparently, essentially,

  • sort of operating system style, well, have you rebooted your plane?

  • And that was indeed the fix until they rolled out an actual software patch.

  • This stuff really matters.

  • And the more hardware we carry around and the more we as a society

  • use these kinds of devices, the more of these problems

  • we're going to run into down the road.

  • That's it for CS50.

  • We'll see you next time.

  • [MUSIC PLAYING]

[MUSIC PLAYING]

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CS50 2021 in HDR - Lecture 1 - C

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    卓佑 に公開 2022 年 04 月 27 日
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