Discussion 1: Control, Environment Diagrams
Find your group, and then get started on this worksheet on Berkeley time. It's best if everyone has a way to view this worksheet (on your phone/tablet is fine, but a laptop is better).
If you're in a room with an in-person TA, you can just talk to them. If you're in a room with a remote TA, join this Zoom and talk to the TA there. If you're in the waiting room, that means they are talking to another group, and they'll let you in once that's done.
Now switch to Pensieve, a shared editing app that has this same worksheet in a format that makes it easy to collaborate with your group and ask questions of an AI tutor.
- Everyone: Go to pensieve.co, log in with your @berkeley.edu email, and enter your group number as the room number (which was in the email that assigned you to this lab).
Once you're on Pensieve, you don't need to return to this page; Pensieve has all the same content (but more features). If for some reason Penseive doesn't work, return to this page and continue with the discussion.
Ice Breaker
Everyone say your name and some activity you enjoy doing outside. For each activity, ask if anyone else in your group likes to do that too. (Optional: after lab you could make plans to go do one of these activities together.)
Then, each person share an expression that people say when they really like something, such as "that's awesome" or "nice one" or "bruh." Each person should try to come up with a different expression. Feel free to ask your group for help if you're stuck. You can even use other languages than English. Then, during the discussion, if someone says or does something well, use your expression!
While and If
Learning to use if
and while
is an essential skill. During this discussion,
focus on what we've studied in the first three lectures: if
, while
,
assignment (=
), comparison (<
, >
, ==
, ...), and arithmetic. Please don't
use features of Python that we haven't discussed in class yet, such as for
,
range
, and lists. We'll have plenty of time for those later in the course, but
now is the time to practice the use of if
(textbook section
1.5.4)
and while
(textbook section
1.5.5).
Q1: Race
The race
function below sometimes returns the wrong value and sometimes runs forever.
def race(x, y):
"""The tortoise always walks x feet per minute, while the hare repeatedly
runs y feet per minute for 5 minutes, then rests for 5 minutes. Return how
many minutes pass until the tortoise first catches up to the hare.
>>> race(5, 7) # After 7 minutes, both have gone 35 steps
7
>>> race(2, 4) # After 10 minutes, both have gone 20 steps
10
"""
assert y > x and y <= 2 * x, 'the hare must be fast but not too fast'
tortoise, hare, minutes = 0, 0, 0
while minutes == 0 or tortoise - hare:
tortoise += x
if minutes % 10 < 5:
hare += y
minutes += 1
return minutes
Find positive integers x
and y
(with y
larger than x
but
not larger than 2 * x
) for which either:
race(x, y)
returns the wrong value orrace(x, y)
runs forever
You just need to find one pair of numbers that satisfies either of these conditions to finish the question, but if you want to think of more you can.
Notes:
x += 1
is the same asx = x + 1
whenx
is assigned to a number.- 0 is a false value and all other numbers are true values.
race(x, y)
is incorrect when it is not the first time the
tortoise passes the hare. Try some small numbers (below 5) to see if you can
find a case where tortoise
has become larger than hare
, but the expression
tortoise - hare
was not zero when it happened.
The return value is incorrect when the time that the tortoise first passes the
hare is not an integer number of minutes (e.g., for race(2, 3)
the tortoise
passes the hare after 7.5 minutes), but there is some (larger) integer number of
minutes after which both animals have gone the same distance.
The race
function will run forever if the only times that the tortoise and
hare have gone the same distance are not integers (e.g., for race(4, 5)
the
tortoise passes the hare after 6.2 minutes, and the hare never catches up).
If you want to discuss this problem with a TA, just ask (in person or on Zoom).
Q2: Fizzbuzz
Implement the classic Fizz Buzz
sequence. The fizzbuzz
function
takes a positive integer n
and prints out a single line for each integer
from 1 to n
. For each i
:
- If
i
is divisible by both 3 and 5, printfizzbuzz
. - If
i
is divisible by 3 (but not 5), printfizz
. - If
i
is divisible by 5 (but not 3), printbuzz
. - Otherwise, print the number
i
.
Try to make your implementation of fizzbuzz
concise.
def fizzbuzz(n):
"""
>>> result = fizzbuzz(16)
1
2
fizz
4
buzz
fizz
7
8
fizz
buzz
11
fizz
13
14
fizzbuzz
16
>>> print(result)
None
"""
i = 1
while i <= n:
if i % 3 == 0 and i % 5 == 0:
print('fizzbuzz')
elif i % 3 == 0:
print('fizz')
elif i % 5 == 0:
print('buzz')
else:
print(i)
i += 1
if
and elif
clauses: try first checking if the current number is divisible by both 3 and 5, then check for just divisibility by 3 and just divisibility by 5.
Problem Solving
A useful approach to implementing a function is to:
- Pick an example input and corresponding output.
- Describe a process (in English) that computes the output from the input using simple steps.
- Figure out what additional names you'll need to carry out this process.
- Implement the process in code using those additional names.
- Determine whether the implementation really works on your original example.
- Determine whether the implementation really works on other examples. (If not, you might need to revise step 2.)
Importantly, this approach doesn't go straight from reading a question to writing code.
For example, in the is_prime
problem below, you could:
- Pick
n
is 9 as the input andFalse
as the output. - Here's a process: Check that
9
(n
) is not a multiple of any integers between 1 and9
(n
). - Introduce
i
to represent each number between 1 and 9 (n
). - Implement
is_prime
(you get to do this part with your group). - Check that
is_prime(9)
will returnFalse
by thinking through the execution of the code. - Check that
is_prime(3)
will returnTrue
andis_prime(1)
will returnFalse
.
Try this approach together on the next two problems.
Important: It's highly recommended that you don't check your work using a computer right away. Instead, talk to your group and think to try to figure out if an answer is correct. On exams, you won't be able to guess and check because you won't have a Python interpreter. Now is a great time to practice checking your work by thinking through examples. You could even draw an environment diagram!
If you're not sure about how something works or get stuck, ask for help from the course staff.
Q3: Is Prime?
Write a function that returns True
if a positive integer n
is a prime
number and False
otherwise.
A prime number n is a number that is not divisible by any numbers other than 1 and n itself. For example, 13 is prime, since it is only divisible by 1 and 13, but 14 is not, since it is divisible by 1, 2, 7, and 14.
Use the %
operator: x % y
returns the remainder of x
when divided by y
.
while
statement that goes through all numbers above 1 and below n
:
i = 2
while i < n:
...
i = i + 1
You can use n % i == 0
to check whether i
is a factor of n
. If it is, return False
.
def is_prime(n):
"""
>>> is_prime(10)
False
>>> is_prime(7)
True
>>> is_prime(1) # one is not a prime number!!
False
"""
if n == 1:
return False
k = 2
while k < n:
if n % k == 0:
return False
k += 1
return True
Presentation Time: Come up with a one sentence description of the process you implemented to solve is_prime
that you think someone could understand without looking at your code. Share the sentence with your TA for feedback. The purpose of this quick exercise is to practice talking about the behavior of a program using a useful amount of detail.
Q4: Unique Digits
Write a function that returns the number of unique digits in a positive integer.
Your Answer Run in 61A CodeHints: You can use
//
and%
to separate a positive integer into its one's digit and the rest of its digits.You may find it helpful to first define a function
has_digit(n, k)
, which determines whether a numbern
has digitk
.
def unique_digits(n):
"""Return the number of unique digits in positive integer n.
>>> unique_digits(8675309) # All are unique
7
>>> unique_digits(13173131) # 1, 3, and 7
3
>>> unique_digits(101) # 0 and 1
2
"""
unique = 0
while n > 0:
last = n % 10
n = n // 10
if not has_digit(n, last):
unique += 1
return unique
# Alternate solution
def unique_digits_alt(n):
unique = 0
i = 0
while i < 10:
if has_digit(n, i):
unique += 1
i += 1
return unique
def has_digit(n, k):
"""Returns whether k is a digit in n.
>>> has_digit(10, 1)
True
>>> has_digit(12, 7)
False
"""
assert k >= 0 and k < 10
while n > 0:
last = n % 10
n = n // 10
if last == k:
return True
return False
n
has the digit. Count up the ones it has.
We have provided two solutions:
- In one solution, we look at the current digit, and check if the rest of the number contains that digit or not. We only say it's unique if the digit doesn't exist in the rest. We do this for every digit.
- In the other, we loop through the numbers 0-9 and just call
has_digit
on each one. If it returns true then we know the entire number contains that digit and we can one to our unique count.
Environment Diagrams
An environment diagram keeps track of names and their values in frames, which are drawn as boxes.
Q5: Bottles
Answer the following questions with your group. Step through the diagram to check your answers.
1) What determines how many different frames appear in an environment diagram?
a) The number of functions defined in the code
b) The number of call expressions in the code
c) The number of return statements in the code
d) The number of times user-defined functions are called when running the code
2) What happens to the return value of pass_it(bottles)
?
a) It is used as the new value of remaining
in the global frame
b) It is used as the new value of bottles
in the global frame
c) It is used as the new value of pass_it
in the global frame
d) None of the above
3) What effect does the line bottles = 98
have on the global frame?
a) It temporarily changes the value bound to bottles
in the global frame.
b) It permanently changes the value bound to bottles
in the global frame.
c) It has no effect on the global frame.
Q6: Double Trouble
Draw the environment diagram on paper or a whiteboard (without having the computer draw it for you)! Then, check your work by stepping through the diagram.
We first define the two functions double
and triple
, each bound to their
corresponding name. In the next line, we assign the name hat
to the function
object that double
refers to. Finally, we assign the name double
to the
function object that triple
refers to.
Document the occasion
Please all fill out the attendance form (one submission per person per week).