Write Pythonic Code Like a Seasoned Developer Transcripts
Chapter: Foundational Concepts
Lecture: Choosing an item at random
0:01 This tip is nice and short but really helpful.
0:04 So let's talk about how we choose a random item.
0:07 Here in PyCharm, first I want to show you the bad
0:10 where I am calling C style but this appears in many languages.
0:13 So we have these letters, and letters and numbers,
0:15 we'd like to randomly pick one and show it to the user.
0:18 So the most natural thing to do coming from a language like C
0:21 is to create a random number that will be a proper index into that list,
0:25 so we'd say index=rand, we create rand and n be from 0 to the len of letters.
0:32 And we'll say item=letters of index.
0:37 Now, this actually includes the upper bound
0:40 so we need to take one away from it
0:43 to make sure we don't have an off by one error, but of course,
0:45 this is something you have to go look up in the documentation
0:48 to see is it including the upper bound and lower bound
0:51 or just lower bound, something like this.
0:53 And we can just print out the item,
0:56 if I run it apparently y is the randomly selected one
0:58 run it a few more times, zero, w, k, awesome.
1:02 So what's wrong with this- well, there is a couple of things.
1:05 One, I have to go and calculate the length
1:08 I have to know this is including the upper bound
1:11 when I ask for these random numbers, so I have to do minus 1,
1:14 oh and I forgot to check that there is actually an item in here
1:17 that the index is not negative, something like that.
1:21 So let's write the Pythonic version.
1:23 You'll see it's easier to read, it's shorter, it's safer everything you want.
1:27 So, I want a random item, and given a sequence,
1:31 I can just say random, choose a random item, from that sequence.
1:36 Done, I don't have to think about what the documentation says
1:40 about upper and lower bounds,
1:43 I don't have to verify anything, just print out the item,
1:46 run it again, see what's chosen by the C style,
1:49 and by the Python style.
1:52 b, z, 4, t, and so on.
1:54 Simple, sweet, but very effective
1:57 and once you start using it you will never want to go back to the C style.
2:00 So here is that code in a graphic.
2:02 We have the bad style using the random int,
2:05 oh and you can see in my slide we actually have a bug about the upper bound,
2:08 how interesting, huh?
2:11 There, I fixed it, but it was interesting that we had this place
2:14 where we could introduce the bug and of course we get the index,
2:17 we use the index, the index into the letters, get the item and then we can print it out.
2:21 The Python wanted instead let's just go random that choice,
2:23 from a sequence, boom, there you go.
2:26 In Python it's generally preferable to use declarative code
2:29 rather than procedural code, and this is a little step in that direction.