A loop takes a few lines of code, and runs them again and again. Most algorithms have a lines of code that need to be run thousands or millions of times, and loops are the way to do this.
The "for" loop is probably the single most useful type of loop. The for-loop, aka "foreach" loop, looks at each element in a collection once. The collection can be any type of collection-like data structure, but the examples below use a list.
Here is a for-loop example that prints a few numbers:
>>> for num in [2, 4, 6, 8]: print(num) 2 4 6 8
Loop Syntax: the loop begins with the keyword
for followed by a
variable name to use in the loop, e.g.
num in this example. Then the keyword
a collection of elements for the loop, e.g. the list
[2, 4, 6, 8].
Finally there is colon
: followed by the indented "body" lines controlled by the loop.
Loop Operation: the loop runs the body lines again and again, once for each element in the collection. Each run of the body is called an "iteration" of the loop. For the first iteration, the variable is set to the first element, and the body lines run (in this case, essentially
num = 2. For the second iteration,
num = 4 and so on, once for each element.
The main story of the for loop is that if we have a collection of numbers or strings or pixels, the for-loop is an easy way to write code that looks at each value once. Now we'll look at a few features and slightly subtle features of the loop.
For the for-loop to work properly, the body lines should not add or remove elements while the loop is running. This is a pretty reasonable rule — it's hard to see how the loop could work if elements were appearing and disappearing on the fly. Violating this rule does not produce a clear error message; it just means the loop may not see the series elements correctly.
urls is a list of urls we want to print with a foreach:
for url in urls: print(url) print('All done')
What does the above code do if the number of urls in the list is zero, i.e. the list is empty? That's actually a valid loop input, and in that case the for-loop just runs the body lines zero times, skipping directly to the 'All done' line. Sometimes programmers feel they need to add an extra if-statement to guard against the list being empty, but in fact the for-loop skips over the empty collection fine.
Usually variables only change when we see an assignment with an equal sign
The for-loop is strange, since for each iteration, the loop behind the scenes is setting the variable to point to the next value. Mostly this is very convenient, but it does mean that setting the variable to something at the end of the loop has basically no effect...
for num in [2, 4, 6, 8]: print(num) num = 100 # No effect on output, # the loop resets num on each iteration
The while-loop uses a boolean test to control the run of the body lines. The for-loop is great of looping over a collection. The while-loop is more general, providing enough control for any sort of looping, without requiring a collection to loop over.
The while-loop syntax has 4 parts: while, boolean-test, colon, indented body lines:
while boolean-test: indented body lines
While Operation: Check the boolean test, if it is True, run all the "body" lines inside the loop from top to bottom. Then loop back to the top, check the test again, and so on. When the test is False, exit the loop, running continues on the line after the body lines.
Here is a while loop to print the numbers 0, 1, 2, ... 9 (there are easier ways to do this, but here we're just trying to show the parts of the loop).
i = 0 while i < 10: print(i) i = i + 1 print('All done') 0 1 2 3 4 5 6 7 8 9 All done
Very often the last line of the while body has an "increment" role, such as the
i = i + 1 line above. The test at the top of the loop checks that variable. It's important that on every iteration, the loop advances that variable one step towards the ultimate end of the loop.
Just as with the for-loop, a while-loop can iterate zero times. That happens if the boolean test is False the very fist time it is checked, like this:
i = 99 while i < 10: print(i) i += 1 print('All done') # (zero iterations - no numbers print at all) All done
With a while-loop, it's possible accidentally write a loop that never exits. In that case, the while just loops and loops but never makes the test False to exit. As the loop runs and runs, the fans on your laptop may spin up as CPU heats up with this high number of lines running without pause.
Here's an infinite loop example caused by a typical looking bug — the variable
i accidentally stays at the value 1 and the loop just goes forever.
i = 0 while i < 10: # BUG infinite loop print(i) i = i * 1 print('All done')
Another easy infinite loop bug is forgetting the
i = i + 1 line entirely, so the variable never advances and the loop never exits. Since the more commonly used for-loop automates the increment step for us, we don't quite have the muscle memory to remember it when writing a while-loop.
Suppose there is some function
foo() and you want a while loop to run so long as it returns True. Do not write this
while foo() == True: # NO not this way ...
It's better style to write it the following way, letting the while itself evaluate the True/False of the test:
while foo(): # YES this way ...
break directive in a loop exits the loop immediately. Loops have their standard way of exiting. The
break gives an extra option to exit the loop if some special condition occurs. Usually the break is put inside an if that checks for some condition.
This example loops over a list of numbers, printing each one in the usual way. However, the if/break structure checks each number after printing, and breaks out of the loop if the number is 6.
nums = [12, 1, 6, 13, 6, 0] for num in nums: if num == 6: break # exit loop immediately print(num) print('All done') 12 1 All done
Most loops do not use break. Break is an option for certain cases where the programmer wants to be able to exit the loop earlier than it would normally.
continue directive directs the loop run to go back to the top of the loop immediately to start the next iteration. In effect, it skips the current iteration. The continue directive is very rarely used. We mention it here for completeness.
Here is the above example changed to use continue. In effect it skips over iterations where num is 6.
nums = [12, 1, 6, 13, 6, 0] for num in nums: if num == 6: continue # jump to top of loop print(num) print('All done') 12 1 13 0 All done
Looping over collections is very common. Here are the most important patterns.
The for-loop will see each element in the list once. There are no index numbers in this form.
words = ['hi', 'there!', ...] for word in words: # use word in here print(word)
Use range() to create a series of numbers, and nest that in a for-loop to take some action with each number.
for i in range(10): print(i) # 0 1 2 3 4 5 6 7 8 9
For a linear collections (e.g. list, string), index numbers 0, 1, ... len-1 indentify each element in the collection. The following loop combines for/range/len to run a variable i through all the index numbers in a string or list.
Code inside the loop can use
[i] or a slice or whatever to access into the collection based on
i. Use this form if the algorithm needs access to the index numbers, not just the bare elements.
# string s, loop though all its chars by index number s = 'Hello' for i in range(len(s)): # i.e. range(5) print(i, s[i]) 0 H 1 e 2 l 3 l 4 0
It's standard to use the one-letter variable names
i, j, k for looping through index numbers like this (echoing use of subscripts i, j, k in mathematical writing before computers existed).