# Python 3 with NumPy

## General information

You start out by finding a suitable problem to solve. Then you write code to solve the problem. After this, you submit the code to us for review. We will then compile your code and run it on some secret input. After some careful deliberation, you will get a judgement informing you whether your code behaved as expected or not.

#### Input/Output

Your program should read its input from standard input and produce output on standard output. This can for instance be done using sys.stdin / sys.stdout. Anything written on standard error (sys.stderr) will be ignored. This can be used for debugging your program during development (i.e., you do not have to remove debug output before submitting if you use standard error for debug output). Of course, writing to standard error will take some runtime.

Input will always follow the input specification (so you do not need to validate the input). Your output must follow the output specification.

#### Compiler settings

For Python 3 with NumPy, we use PyPy version Python 3.8.13 (7.3.9+dfsg-1, Apr 01 2022, 21:41:47) with the following flags: {files}.

#### System libraries

You are allowed to use all standard libraries included with Python 3 with NumPy.

#### Hardware

We are currently using Dell PowerEdge R230 servers for judging. These are equipped with an Intel Xeon E3-1220V6 CPU running at 3.0 GHz and 8 GB RAM. A 64-bit Linux kernel is used.

#### Exiting

We will inspect the exit code of your program. If it is non-zero, we will judge your submission as Run Time Error.

## Solving a problem

Now lets get down to business and write some code. The short tutorial below goes through the solution of A Different Problem.

#### Step 1: The problem

You are tasked with writing a program that computes the difference between integers. Sounds simple, doesn't it? Well, as we will see, the problem still holds some small difficulties.

#### Step 2: Reading the input

One thing to note is that the integers can be fairly large, as large as 1015. Luckily, there is an arbitrary precision integer type in Python 3, int.

Now that we have determined a suitable type, we just have to read the data. Reading is done from standard input. In this problem, we should read until the end of the file (in other problems, there might be an integer at the beginning of the input, specifying how much to read, or there might be a special indicator denoting that there is nothing more to read). Using sys.stdin, this can be done as below:

import numpy for i in sys.stdin: ab = i.split() a = int(ab[0]) b = int(ab[1]) # Solve the test case and output the answer

#### Step 3: Computing the answer

Now that we've read the input, it's time to actually solve the problem. Since we use arbitrary precision integers there is no danger of overflow involved in just subtracting the two numbers a and b using the numpy.subtract function. Then, we can take the absolute value by using the numpy.absolute function.

Finally, it's time to print the result. Using print (assuming the int variable res holds the result):

print(res)

#### Step 4: The solution

Now we are basically done, all that remains is to combine the above parts.

Here is a version of the complete solution.

different_py3numpy.py