inst/lesson-fragment/_episodes/12-for-loops.md

In carpentries/pegboard: Explore and Manipulate Markdown Curricula from the Carpentries

title: "For Loops" teaching: 10 exercises: 15 questions: - "How can I make a program do many things?" objectives: - "Explain what for loops are normally used for." - "Trace the execution of a simple (unnested) loop and correctly state the values of variables in each iteration." - "Write for loops that use the Accumulator pattern to aggregate values." keypoints: - "A for loop executes commands once for each value in a collection." - "A for loop is made up of a collection, a loop variable, and a body." - "The first line of the for loop must end with a colon, and the body must be indented." - "Indentation is always meaningful in Python." - "Loop variables can be called anything (but it is strongly advised to have a meaningful name to the looping variable)." - "The body of a loop can contain many statements." - "Use range to iterate over a sequence of numbers." - "The Accumulator pattern turns many values into one."

A for loop executes commands once for each value in a collection.

• Doing calculations on the values in a list one by one is as painful as working with pressure_001, pressure_002, etc.
• A for loop tells Python to execute some statements once for each value in a list, a character string, or some other collection.
• "for each thing in this group, do these operations"

for number in [2, 3, 5]:
    print(number)

{: .language-python}

• This for loop is equivalent to:

print(2)
print(3)
print(5)

{: .language-python}

• And the for loop's output is:

2
3
5

{: .output}

A for loop is made up of a collection, a loop variable, and a body.

for number in [2, 3, 5]:
    print(number)

{: .language-python}

• The collection, [2, 3, 5], is what the loop is being run on.
• The body, print(number), specifies what to do for each value in the collection.
• The loop variable, number, is what changes for each iteration of the loop.
  • The "current thing".

The first line of the for loop must end with a colon, and the body must be indented.

• The colon at the end of the first line signals the start of a block of statements.
• Python uses indentation rather than {} or begin/end to show nesting.
  • Any consistent indentation is legal, but almost everyone uses four spaces.

for number in [2, 3, 5]:
print(number)

{: .language-python}

IndentationError: expected an indented block

{: .error}

• Indentation is always meaningful in Python.

firstName = "Jon"
  lastName = "Smith"

{: .language-python}

  File "<ipython-input-7-f65f2962bf9c>", line 2
    lastName = "Smith"
    ^
IndentationError: unexpected indent

{: .error}

• This error can be fixed by removing the extra spaces at the beginning of the second line.

Loop variables can be called anything.

• As with all variables, loop variables are:
  • Created on demand.
  • Meaningless: their names can be anything at all.

for kitten in [2, 3, 5]:
    print(kitten)

{: .language-python}

The body of a loop can contain many statements.

• But no loop should be more than a few lines long.
• Hard for human beings to keep larger chunks of code in mind.

primes = [2, 3, 5]
for p in primes:
    squared = p ** 2
    cubed = p ** 3
    print(p, squared, cubed)

{: .language-python}

2 4 8
3 9 27
5 25 125

{: .output}

Use range to iterate over a sequence of numbers.

• The built-in function range produces a sequence of numbers.
  • Not a list: the numbers are produced on demand to make looping over large ranges more efficient.
• range(N) is the numbers 0..N-1
  • Exactly the legal indices of a list or character string of length N

print('a range is not a list: range(0, 3)')
for number in range(0, 3):
    print(number)

{: .language-python}

a range is not a list: range(0, 3)
0
1
2

{: .output}

The Accumulator pattern turns many values into one.

• A common pattern in programs is to:
  1. Initialize an accumulator variable to zero, the empty string, or the empty list.
  2. Update the variable with values from a collection.

# Sum the first 10 integers.
total = 0
for number in range(10):
   total = total + (number + 1)
print(total)

{: .language-python}

55

{: .output}

• Read total = total + (number + 1) as:
  • Add 1 to the current value of the loop variable number.
  • Add that to the current value of the accumulator variable total.
  • Assign that to total, replacing the current value.
• We have to add number + 1 because range produces 0..9, not 1..10.

Classifying Errors

Is an indentation error a syntax error or a runtime error?

Solution

An IndentationError is a syntax error. Programs with syntax errors cannot be started. A program with a runtime error will start but an error will be thrown under certain conditions. {: .solution} {: .challenge}

Tracing Execution

Create a table showing the numbers of the lines that are executed when this program runs, and the values of the variables after each line is executed.

~~~ total = 0 for char in "tin": total = total + 1 ~~~ {: .language-python}

Solution

| Line no | Variables | |---------|----------------------| | 1 | total = 0 | | 2 | total = 0 char = 't' | | 3 | total = 1 char = 't' | | 2 | total = 1 char = 'i' | | 3 | total = 2 char = 'i' | | 2 | total = 2 char = 'n' | | 3 | total = 3 char = 'n' | {: .solution} {: .challenge}

Reversing a String

Fill in the blanks in the program below so that it prints "nit" (the reverse of the original character string "tin").

~~~ original = "tin" result = _ for char in original: result = _ print(result) ~~~ {: .language-python}

Solution

~~~ original = "tin" result = "" for char in original: result = char + result print(result) ~~~ {: .language-python} {: .solution} {: .challenge}

Practice Accumulating

Fill in the blanks in each of the programs below to produce the indicated result.

~~~

Total length of the strings in the list: ["red", "green", "blue"] => 12

total = 0 for word in ["red", "green", "blue"]: _ = _ + len(word) print(total) ~~~ {: .language-python}

Solution

~~~ total = 0 for word in ["red", "green", "blue"]: total = total + len(word) print(total) ~~~ {: .language-python} {: .solution}

~~~

List of word lengths: ["red", "green", "blue"] => [3, 5, 4]

lengths = _ for word in ["red", "green", "blue"]: lengths._(____) print(lengths) ~~~ {: .language-python}

Solution

~~~ lengths = [] for word in ["red", "green", "blue"]: lengths.append(len(word)) print(lengths) ~~~ {: .language-python} {: .solution}

~~~

Concatenate all words: ["red", "green", "blue"] => "redgreenblue"

words = ["red", "green", "blue"] result = _ for in _: print(result) ~~~ {: .language-python}

Solution

~~~ words = ["red", "green", "blue"] result = "" for word in words: result = result + word print(result) ~~~ {: .language-python} {: .solution}

~~~

Create acronym: ["red", "green", "blue"] => "RGB"

write the whole thing

~~~ {: .language-python}

Solution

~~~ acronym = "" for word in ["red", "green", "blue"]: acronym = acronym + word[0].upper() print(acronym) ~~~ {: .language-python} {: .solution}

ZNK: this is a test of text after an end block

ZNK: test two {: .challenge}

Cumulative Sum

Reorder and properly indent the lines of code below so that they print a list with the cumulative sum of data. The result should be [1, 3, 5, 10].

~~~ cumulative.append(sum) for number in data: cumulative = [] sum += number sum = 0 print(cumulative) data = [1,2,2,5] ~~~ {: .language-python}

Solution

~~~ sum = 0 data = [1,2,2,5] cumulative = [] for number in data: sum += number cumulative.append(sum) print(cumulative) ~~~ {: .language-python} {: .solution} {: .challenge}

Identifying Variable Name Errors

1. Read the code below and try to identify what the errors are without running it.
2. Run the code and read the error message. What type of NameError do you think this is? Is it a string with no quotes, a misspelled variable, or a variable that should have been defined but was not?
3. Fix the error.
4. Repeat steps 2 and 3, until you have fixed all the errors.

~~~ for number in range(10): # use a if the number is a multiple of 3, otherwise use b if (Number % 3) == 0: message = message + a else: message = message + "b" print(message) ~~~ {: .language-python}

Solution

The variable message needs to be initialized and Python variable names are case sensitive: number and Number refer to different variables. ~~~ message = "" for number in range(10): # use a if the number is a multiple of 3, otherwise use b if (number % 3) == 0: message = message + "a" else: message = message + "b" print(message) ~~~ {: .language-python} {: .solution} {: .challenge}

Identifying Item Errors

1. Read the code below and try to identify what the errors are without running it.
2. Run the code, and read the error message. What type of error is it?
3. Fix the error.

~~~ seasons = ['Spring', 'Summer', 'Fall', 'Winter'] print('My favorite season is ', seasons[4]) ~~~ {: .language-python}

Solution

This list has 4 elements and the index to access the last element in the list is 3. ~~~ seasons = ['Spring', 'Summer', 'Fall', 'Winter'] print('My favorite season is ', seasons[3]) ~~~ {: .language-python} {: .solution} {: .challenge}

carpentries/pegboard documentation built on Nov. 13, 2024, 8:53 a.m.