#
Lab 6: Recursion and Tree Recursion

*Due at 11:59:59 pm on 10/17/2023.*

## Starter Files

Download lab06.zip. Inside the archive, you will find starter files for the questions in this lab, along with a copy of the OK autograder.

## Recursion

### Question 1: Sum

Using recursion, write a function `sum`

that takes a single argument `n`

and computes the sum of all integers between 0 and `n`

inclusive. Do not write this function using a while
or for loop.
Assume `n`

is positive.

```
def sum(n):
"""Using recursion, computes the sum of all integers between 1 and n, inclusive.
Assume n is positive.
>>> sum(1)
1
>>> sum(5) # 1 + 2 + 3 + 4 + 5
15
>>> sum(11) # 1 + 2 + 3 + 4 + 5 + 6 + 7 + 8 + 9 + 10 + 11
66
"""
"*** YOUR CODE HERE ***"
if n == 1:
return 1
return n + sum(n - 1)
```

Use OK to test your code:

`python3 ok -q sum`

### Question 2: Has Seven

Write a function `has_seven`

that takes a positive integer `n`

and
returns whether `n`

contains the digit 7. *Do not use any assignment
statements - use recursion instead*:

```
def has_seven(k):
"""Returns True if at least one of the digits of k is a 7, False otherwise.
>>> has_seven(3)
False
>>> has_seven(7)
True
>>> has_seven(2734)
True
>>> has_seven(2634)
False
>>> has_seven(734)
True
>>> has_seven(7777)
True
"""
"*** YOUR CODE HERE ***"
if k == 0:
return False
if k % 10 == 7:
return True
else:
return has_seven(k // 10)
```

Use OK to test your code:

`python3 ok -q has_seven`

### Question 3: Filter

Write the recursive version of the function `filter`

which returns a list and takes in

`f`

- a one-argument function that returns`True`

if the passed in argument should be included in the resulting list or`False`

otherwise`seq`

- a list of values

Note that this is different from the built in `filter`

function we learned previously, which returns a filter object, not a list.

```
def filter(f, seq):
"""Filter a sequence to only contain values allowed by filter.
>>> def is_even(x):
... return x % 2 == 0
>>> def divisible_by5(x):
... return x % 5 == 0
>>> filter(is_even, [1,2,3,4])
[2, 4]
>>> filter(divisible_by5, [1, 4, 9, 16, 25, 100])
[25, 100]
>>> filter(is_even, [1])
[]
>>> filter(is_even, [2])
[2]
>>> filter(is_even, [])
[]
"""
"*** YOUR CODE HERE ***"
if seq == []:
return seq
if f(seq[0]):
return [seq[0]] + filter(f, seq[1:])
return filter(f, seq[1:])
```

Use OK to test your code:

`python3 ok -q filter`

### Question 4: Decimal

Write the recursive version of the function `decimal`

which takes in an integer `n`

and returns a list of its digits, the decimal representation of `n`

. See the doctests to handle the case where `n < 0`

.

```
def decimal(n):
"""Return a list representing the decimal representation of a number.
>>> decimal(2)
[2]
>>> decimal(-8)
['-', 8]
>>> decimal(0)
[0]
>>> decimal(55055)
[5, 5, 0, 5, 5]
>>> decimal(-136)
['-', 1, 3, 6]
"""
"*** YOUR CODE HERE ***"
if n < 0:
return ['-'] + decimal(-1 * n)
elif n < 10:
return [n]
else:
return decimal(n // 10) + [n % 10]
```

Use OK to test your code:

`python3 ok -q decimal`

### Question 5: Insect Combinatorics

Consider an insect in an *M* by *N* grid. The insect starts at the
bottom left corner, *(0, 0)*, and wants to end up at the top right
corner, *(M-1, N-1)*. The insect is only capable of moving right or
up. Write a function `paths`

that takes a grid length and width
and returns the number of different paths the insect can take from the
start to the goal. (There is a closed-form solution to this problem,
but try to answer it procedurally using recursion.)

For example, the 2 by 2 grid has a total of two ways for the insect to move from the start to the goal. For the 3 by 3 grid, the insect has 6 different paths (only 3 are shown above). Note that this problem uses tree recursion.

```
def paths(m, n):
"""Return the number of paths from one corner of an
M by N grid to the opposite corner.
>>> paths(2, 2)
2
>>> paths(5, 7)
210
>>> paths(117, 1)
1
>>> paths(1, 157)
1
"""
"*** YOUR CODE HERE ***"
if m == 0 or n == 0:
return 0
if m == 1 and n == 1:
return 1
return paths(m - 1, n) + paths(m, n - 1)
```

Use OK to test your code:

`python3 ok -q paths`

## Submission

When you are done, submit your file to Gradescope. You only need to upload the following files:

`lab06.py`