S. Gamgee - 6 months ago 20

Python Question

Suppose I have a 2-Dimensional list representing a matrix of numerical values (No, I am not using numPy for this). The allowed types within this list fall under the category of numbers.Number. Supposing that I wish to isolate any non-numerical values within this list, such as strings, the only option that I can see is to examine each element individually and check if it is not an instance of number.Numbers:

`from numbers import Number`

def foo(matrix):

# Check for non-numeric elements in matrix

for row in matrix:

for element in row:

if not isinstance(element, Number):

raise ValueError('The Input Matrix contains a non-numeric value')

...

My question is: is there another way to examine the matrix as a whole without looking at each element? Does Python or one of its libraries have a built-in function for identifying extraneous elements within a list (of lists)? Or should I continue with the current example that I provided?

Answer

Try this:

```
print(any(not isinstance(x, Number) for row in matrix for x in row))
```

And in the function:

```
def foo(matrix):
if any(not isinstance(x, Number) for row in matrix for x in row):
raise ValueError('The Input Matrix contains a non-numeric value')
```