What will the following code output?
for i in range(5):
print(i, end=' ')
a 0 1 2 3 4
b 1 2 3 4 5
c 0 1 2 3
d 1 2 3 4
Type the program's output
for i in range(0, 5):
print(i * 2, end=' ')
What does "for i in range" mean in Python?
python
for i in range(5, 0, -1):
for j in range(1, i + 1):
print(j, end="")
print()
So, I had a question where I was supposed to find the sum of the first natural numbers using Python.
Here's the problem:
Write a program to find the sum of the cubes of the first n natural numbers, where the value of n is provided by the user.
And this is the code that my professor used to allow the interpreter to produce the result:
= int(input("Enter a number:"))
sum = 0
for i in range (n+1): sum = sum + i*i*i
# for i in range starts as a loop, and then tries to get to (n + 1), whatever that may be
print("the sum of the first", n, "integers is", sum)
However, I can't seem to understand what "for i in range (n + 1): sum = sum + i * i * i" means. In other words, I don't understand what role this part of the code is doing to produce the result. Especially, I don't understand what the role of "for i in range (n + 1)" is doing. Does anyone mind explaining this to me?
A "for loop" in most, if not all, programming languages is a mechanism to run a piece of code more than once.
This code:
for i in range(5):
print i
can be thought of working like this:
i = 0
print i
i = 1
print i
i = 2
print i
i = 3
print i
i = 4
print i
So you see, what happens is not that i gets the value 0, 1, 2, 3, 4 at the same time, but rather sequentially.
I assume that when you say "call a, it gives only 5", you mean like this:
for i in range(5):
a=i+1
print a
this will print the last value that a was given. Every time the loop iterates, the statement a=i+1 will overwrite the last value a had with the new value.
Code basically runs sequentially, from top to bottom, and a for loop is a way to make the code go back and something again, with a different value for one of the variables.
I hope this answered your question.
When I'm teaching someone programming (just about any language) I introduce for loops with terminology similar to this code example:
for eachItem in someList:
doSomething(eachItem)
... which, conveniently enough, is syntactically valid Python code.
The Python range() function simply returns or generates a list of integers from some lower bound (zero, by default) up to (but not including) some upper bound, possibly in increments (steps) of some other number (one, by default).
So range(5) returns (or possibly generates) a sequence: 0, 1, 2, 3, 4 (up to but not including the upper bound).
A call to range(2,10) would return: 2, 3, 4, 5, 6, 7, 8, 9
A call to range(2,12,3) would return: 2, 5, 8, 11
Notice that I said, a couple times, that Python's range() function returns or generates a sequence. This is a relatively advanced distinction which usually won't be an issue for a novice. In older versions of Python range() built a list (allocated memory for it and populated with with values) and returned a reference to that list. This could be inefficient for large ranges which might consume quite a bit of memory and for some situations where you might want to iterate over some potentially large range of numbers but were likely to "break" out of the loop early (after finding some particular item in which you were interested, for example).
Python supports more efficient ways of implementing the same semantics (of doing the same thing) through a programming construct called a generator. Instead of allocating and populating the entire list and return it as a static data structure, Python can instantiate an object with the requisite information (upper and lower bounds and step/increment value) ... and return a reference to that.
The (code) object then keeps track of which number it returned most recently and computes the new values until it hits the upper bound (and which point it signals the end of the sequence to the caller using an exception called "StopIteration"). This technique (computing values dynamically rather than all at once, up-front) is referred to as "lazy evaluation."
Other constructs in the language (such as those underlying the for loop) can then work with that object (iterate through it) as though it were a list.
For most cases you don't have to know whether your version of Python is using the old implementation of range() or the newer one based on generators. You can just use it and be happy.
If you're working with ranges of millions of items, or creating thousands of different ranges of thousands each, then you might notice a performance penalty for using range() on an old version of Python. In such cases you could re-think your design and use while loops, or create objects which implement the "lazy evaluation" semantics of a generator, or use the xrange() version of range() if your version of Python includes it, or the range() function from a version of Python that uses the generators implicitly.
Concepts such as generators, and more general forms of lazy evaluation, permeate Python programming as you go beyond the basics. They are usually things you don't have to know for simple programming tasks but which become significant as you try to work with larger data sets or within tighter constraints (time/performance or memory bounds, for example).
[Update: for Python3 (the currently maintained versions of Python) the range() function always returns the dynamic, "lazy evaluation" iterator; the older versions of Python (2.x) which returned a statically allocated list of integers are now officially obsolete (after years of having been deprecated)].
I talked with my data science tutor for almost 20 minutes and he couldn't give me an answer beyond: "It just doesn't give you the last value. It's just something you remember."