###Iterate directly
Iterate directly
###zip()
is transpose
zip()
is transpose
###@property
make for a cleaner interface
@property
make for a cleaner interface
###Full Listing
Full Listing
###Iterate directly
###zip()
is transpose
###@property
make for a cleaner interface
###Full Listing
Iterate directly
zip()
is transpose
@property
make for a cleaner interface
Full Listing
This review will focus on using Python more effectively. I will pull some examples from your Matrix
class, and show those recast in a more Pythonic fashion.
Pep8
But before we start, you should consider formatting your code in accordance with pep8. This is important when sharing code, as the consistent style makes it much easier for other programmers to read your code. There are various tools available to assist in making the code pep8 compliant. I use the PyCharm IDE which will show pep8 violations right in the editor.
No Semi Colons
On the same front, lose the semi colons, they are very rarely (never really) needed in Python.
###Iterate directly
Python has many great ways to iterate. In general if you find yourself looping on an integer, like in the following code, there is a good chance you are doing it wrong. It is generally better to iterate on the data structure itself. This example:
def __add__(self, M):
res = Matrix(self);
for row in range(self.nrow()):
dumrow = [self[row][col] + M[row][col] for col in
range(self.ncol())];
res[row] = dumrow;
return res
Can be reduced to:
def __add__(self, M):
return Matrix([[sum(x) for x in zip(*rows)] for rows in zip(self, M)])
Note that the lengths of the rows or columns are not even looked at in this code. The underlying iterators take care of those details.
###zip()
is transpose
This hand coded transpose:
def transpose(self):
return Matrix(
[[row[i] for row in self] for i in range(self.ncol())]);
can be recast to:
@property
def transpose(self):
return Matrix(map(list, zip(*self)))
zip()
does the transpose, and the map(list(...))
converts the tuples from zip to lists. And...
###@property
make for a cleaner interface
Instead of:
def nrow(self):
m = len(self);
return m
Consider this instead:
@property
def nrow(self):
return len(self)
It does two things:
- Removes unneeded intermediate values
- Use the
@property
decorator to allow calculated value to be returned without the need for the()
. This can provide a cleaner api.
###Full Listing
class Matrix(list):
def __init__(self, the_list):
super().__init__(the_list)
@property
def nrow(self):
return len(self)
@property
def ncol(self):
return len(self[0])
def get_dim(self):
return self.nrow, self.ncol
def __add__(self, M):
return Matrix(
[[sum(x) for x in zip(*rows)] for rows in zip(self, M)])
def __mul__(self, M):
return multiplication(self, M)
def __rmul__(self, M):
return multiplication(M, self)
def add_rows(self, rows):
super().extend(rows)
def append(self, row):
try:
sum(row) # Check if all numbers
if len(row) < self.ncol:
row.extend([0] * (self.ncol - len(row)))
elif len(row) > self.ncol:
[row.pop() for i in range(len(row) - self.ncol)]
super().append(row)
except:
raise AssertionError('Elements in row must be mumbers')
@property
def transpose(self):
return Matrix(map(list, zip(*self)))
def show(self):
print("Printing matrix: ")
for i in self:
print(i)