Placeholder Image

字幕表 動画を再生する

  • [MUSIC PLAYING]

  • DAVID MALAN: All right.

  • This is CS50, and this is the day before our test, of course.

  • But this is lecture 8, in which we're actually

  • going to finally transition from C, this lower-level language

  • that we've been spending quite some time to.

  • And the goal today isn't so much to focus on Python per se,

  • but honestly to do what we hope will be one of the most empowering aspects

  • of the class, which is to emphasize that this has not been a semester learning

  • C. This has been a semester learning programming,

  • a certain type of programming called procedural or imperative programming.

  • But more on that in another higher-level class perhaps.

  • But really, that this class is about ultimately teaching

  • yourself to learn new languages.

  • And indeed, what you'll find is that as we explore some of the features

  • and the syntax of Python, odds are today,

  • it might look as cryptic as C did just a few weeks ago.

  • But you'll find that once you start recognizing patterns,

  • as you have with C, it will be all the more accessible and all the more useful

  • when solving some problems.

  • So unrelatedly, just earlier this week, I happened to be in Mountain View

  • with some of the team.

  • And you might recall from last lecture at Harvard

  • we offered this glimpse of one of the earliest racks of servers

  • that Google itself had.

  • Well, turns out they changed buildings.

  • But we happened to stumble upon the actual display.

  • So pictured here is a photo from my own phone,

  • which was actually really cool to see.

  • So inside of this, you'll see all of the old hard drives they've used.

  • We actually looked at some of the labels.

  • And indeed, hard drives manufactured in 1999,

  • which is when Google started getting some of its momentum.

  • You can see the green circuit boards here,

  • on which would be CPUs and other things, potentially.

  • So if you'd like a stroll down memory lane,

  • feel free to read up on this on Wikipedia or even on the excerpts here.

  • And then strangely enough, at the conference some of us were at

  • did we discover this-- perhaps the biggest duck debugger made up

  • of smaller duck debuggers, one of whom was our own.

  • So that, too, was how we spent this past week.

  • All right.

  • So how are we going to spend this week and the weeks to come?

  • So you'll recall that when we transitioned from Scratch to C,

  • we drew a couple of comparisons between syntax and features.

  • And I thought it'd be useful to take that same approach here,

  • really to emphasize that most of the ideas we're going to explore today

  • are themselves not new.

  • It's just how you express them and how you

  • write the syntax in the language known as Python that's

  • indeed going to be different from Scratch, from C,

  • and now here we are with Python.

  • So back in the day, in week 0, when you wanted to say something in Scratch,

  • you would literally use this blue purple puzzle piece, say hello.

  • And we called that a function or a statement.

  • It was some kind of verb action.

  • And in C, of course, it looked a little something like this.

  • Henceforth, starting today in Python, it's going to look like this.

  • So before, after.

  • Before, after.

  • So it's pretty easy to visually diff these two things.

  • But what are just a couple of the differences

  • that jump out at you immediately?

  • C, Python.

  • So there's no more backslash n, it would seem, in this context.

  • So that's kind of a nice relief to not have to type anymore.

  • What else seems to be different?

  • No semicolon, thank god.

  • Right?

  • Perhaps the stupidest source of frustration

  • that you might have experienced by just omitting one of those.

  • And someone over here?

  • Yeah, so printf is now just print, which is pretty reasonable unto itself.

  • So these are terribly minor differences.

  • But it's sort of testament to the kinds of mental adjustments

  • you're going to have to start to make.

  • Fortunately, thus far we've seen that you can start leaving things off,

  • which is actually a guiding principle of Python in that one of its goals is it's

  • meant to be easier to write than some of its predecessors, among them C.

  • So in C we might have implemented this hello, world program that

  • actually ran when you clicked the green flag using code like that at the right.

  • And this was, if those of you who had no programming experience coming

  • in to CS50, what probably looked like the proverbial Greek to you

  • just a few weeks ago.

  • And we teased apart what those various lines meant.

  • But in Python, guess what?

  • If you want to write a program whose purpose in life is to say, hello, well,

  • just write def main.

  • Print hello, world.

  • So it's a little similarly structured.

  • And in fact, it does not lack for some of the more arcane syntax here.

  • But we'll see soon what this actually means.

  • But it's a little simpler than the one before.

  • And let's tease this apart.

  • So def here simply means define me, a function.

  • So whereas in C we've historically seen that you specify

  • the type that the function should return,

  • we're not going to do that in Python anymore.

  • Python still has data types, but we're not

  • going to explicitly mention what data types we're using.

  • Meanwhile, here is the name of the function.

  • And main would be a convention, but it's not

  • built into the language in the same way as it is in C, as we shall see.

  • Meanwhile, this silly incantation is just

  • a way of ensuring that the default function

  • to be executed in a Python program is indeed going to be called main.

  • But more on that when we actually start creating.

  • But this is perhaps the most subtle but most important

  • difference, at least early on.

  • And it's even hard to see at this scale.

  • But notice the colons both here and here that I've highlighted now in yellow,

  • and these dots, which are not to be typed,

  • but are just meant to draw your attention to the fact

  • that I hit the space bar four times in those locations.

  • So if you have ever sort of gotten some feedback from your TA or TF

  • that your style could be better, closer to 5 out of 5, because of lack

  • of indentation or pretty formatting, Python's

  • actually gonna help us out with this.

  • So Python code will not run if you have not invented things properly.

  • So gone are the curly braces that encapsulate related lines of code

  • within some block of functionality.

  • And instead, they're replaced generally with this general structure.

  • You have a colon, and then below that and indented

  • are all of the lines that are somehow related to that earlier line of code.

  • And the indentation must be consistent.

  • So even though your own eye might not quite

  • distinguish four spaces from three, the Python environment will.

  • And so this will actually help implicitly

  • enforce better style, perhaps, than might

  • have been easily done from the get-go.

  • So then, of course, in Scratch, we had a forever block,

  • which says, hello, world forever, much like in C, we

  • could implement it like this.

  • Now there's actually a pretty clean mapping in Python.

  • We already know we can get rid of the semicolon.

  • We already know we can get rid of the curly braces.

  • We're going to have to add in a colon.

  • But it turns out we can get rid of a little more, too.

  • So what more is absent from this translation of hello, world to Python?

  • This one's more subtle.

  • So we definitely got rid of the curly braces,

  • relying now just on indentation.

  • OK, so there's no parentheses around while.

  • And so this, too, is actually meant to be a feature of Python.

  • If you don't logically need parentheses to enforce order of operations,

  • like in arithmetic or the like, then don't use them

  • because they're just a distraction.

  • They're just more to type.

  • And the code now is just visually cleaner and easier to read.

  • There's a minor difference, too--

  • True and False are going to be capitalized in Python.

  • But that's a fairly incidental detail.

  • But notice this kind of captures already the spirit of Python.

  • It's not a huge leap to go from one to the other.

  • But we've just kind of started to get rid of some

  • of the clutter and the stuff that never really intellectually added much,

  • and if anything was annoying to have to remember early on.

  • So True here is our Boolean.

  • And now we have a finite number of iterations.

  • We might want to say hello, world exactly 50 times.

  • In C, this was a crazy mess if you wanted to do this.

  • You'd have to initialize a variable with which to count up to,

  • but not including 50, plus plussing along the way and so forth.

  • In Python, it's going to be a little cleaner.

  • And we'll come back to what this means exactly.

  • But if you kind of read it from left to right, it kind of says what you mean.

  • Right?

  • For i in the range of 50.

  • So i is probably going to be a variable.