Skip to main content

A Prime Vacation

I like to do small programming exercises to keep my skills sharp.  Unfortunately I sometimes get a little carried away with them.

Problem: generate a list of primes numbers.

Sounds simple right?  Well lets start to look at this.  First lets define what prime numbers are.  A prime number is a number which is divisible by only itself and one.  A simple way to test if a number if prime is by trial division.  To test to see if a number is prime you check whether it is division by any prime less then the square root of that number.

The general algorithm for finding the list of primes by trial division is therefore the following.

list of primes = {2, 3}
for each number begining at 4
  check to see if it is divisible by any prime less then the square root of number
  if number is prime then append it to list of primes

Well go through a sample implementation then see what we can do to improve it.

Comments

Popular posts from this blog

Duck typing considered harmful.

I've had a chance to work on a fairly large chunk of Python at this point and have decided that Python (like Perl) is completely untenable at scale.  <rant><rave><drool>  but wait!  I have reasons! Programmers spend most of their time reading code.  We read massive amounts of code.  After we read massive amounts of code we write one... or change one... To make a change to a piece of code you first have to understand what it does and how it interacts with the system around it.  Then we start reading massive amounts of code again.  Anything you can do to minimize the amount of code a programmer has to understand to make a change becomes a huge gain in productivity. Duck typing causes the amount of code you need to read to make a change to grow very large. For example lets look at two functions, one in C++ and one in Python. First in C++ int function(type1 arg1, type2 arg2) {   return arg1->method(arg2); } In this fun...

How big are primes?

So, If we were to calculate the first billion primes how much ram would we need? At the end the primes won't fit in a 32bit integer.  If we store them all in 64bit integers we'd need 8GB. Even if they all fit in 32bit integers we'd still need 4GB of storage just to store the list. Seeing at my little machine has 4GB ram that isn't going to work either. How about just storing the intervals between primes? For the first primes (2, 3, 5, 7, 11, 13, 17) we would store (2, 1, 2, 2, 4, 2, 4) Using a byte for every interval less than 128 and a short for the rest lets us store the first billion primes in just about 1GB.  Now that we can do! Maybe we can do even better though...

Sieve of Eratosthenes

Another way to generate a list of primes is through the Sieve of Eratosthenes . Essentially you create a long list of numbers starting at 2. 1. Set p equal to 2.  This is your first prime. 2. Cross out every pth number because they are all divisible by p. 3. The first number after p which hasn't been crossed out is the new prime. 4. Repeat from setup 2. As an example lets take the number line from 2 to 10. list = 2, 3, 4, 5, 6, 7, 8, 9, 10 1. p = 2 2. list = 2 , 3, 4 , 5, 6 , 7, 8 , 9, 10 3. p = 3 4. goto 2 2. list = 2 , 3 , 4 , 5, 6 , 7, 8 , 9 , 10 3. p = 5 4. goto 2 2. list = 2 , 3 , 4 , 5, 6 , 7, 8 , 9 , 10 3. p = 7