Understanding control structure of nested loops in Python - loops

All of the options below produce the same output, but I'm not quite understanding why. Is anyone able to explain why multiple values are printed for j on each line? I would think it would print either 0 every time when it is set equal to 0 or print 1, 2, 3, 4 instead.
Option 1:
for i in range(1, 6):
j = 0
while j < i:
print(j, end = " ")
j += 1
print("")
Option 2:
for i in range(1, 6):
for j in range(0, i):
print(j, end = " ")
print("")
Option 3:
i = 1
while i < 6:
j = 0
while j < i:
print(j, end = " ")
j += 1
i += 1
print("")
Output:
0
0 1
0 1 2
0 1 2 3
0 1 2 3 4

It is because of the inner while/for loop that one or more digits are printed on a single line.
As the value of i increments in the outer loop, the number of nested iterations increase with increasing value of i.
The digits are printed on the same line in inner loop due to end=" " argument to the first print statement and the next sequence appears on the new line because the second print statement in the outer iteration does not contain any such argument.
In order to gain better understanding, make following changes to your code, one by one and test run to see the effects:
Replace i in the inner loop with some constant value
Replace the space in end = " " with something else, e.g. end = "x"

Related

Add values in array and compare with threshold within loop in Matlab

I am stuck trying to figure this out. I have an array:
a = [ 1 1 1 2 1 1 1 3 2 1 1 2 1 1 1]
I want to add the values in the array so that it equal to 10. Once the added value reaches 10, I want the array to start adding the value again until it reaches 10. There is two problem that I face here,
1) How can I add the array so that the sum = 10 everytime. Notice that in the array, there is 3. If I add all the value before 3, I get 8 and I only need 2 from 3. I need to make sure that the remainder, which is 1 is added to the next array to get the sum 10.
2) How do I break the loop once it reaches 10 and ask it continue the summation to next value to get another 10?
I created a loop but it only works for the first part of the array. I have no idea how to make it continue. The code is as follow:
a = [ 1 1 1 2 1 1 1 3 2 1 1 2 1 1 1];
c = 0;
for i = 1:length(a)
while c < 10
c = c + a(i);
break
end
end
Please help. Thank you
This can be done using cumsum, mod, diff and find as follows:
temp = cumsum(a);
required = find([0 diff(mod(temp,10))] <0)
cumsum returns the cumulative sum which then is rescaled using mod. diff determines where the sum gets greater than or equal to 10 and finally find determines those indexes.
Edit: Above solution works if a doesn't have negative elements. If a can have negative elements then:
temp1=cumsum(a); %Commulative Sum
temp2=[0 diff(mod(temp1,10))];%Indexes where sum >=10 (indicated by negative values)
temp2(temp1<0)=0; %Removing false indexes which may come if `a` has -ve values
required = find(temp2 <0) %Required indexes
This should do what you are trying. It displays the index at which each time the sum equals 10. Check this with your testcases. rem stores the residual sum in each iteration which is carried forward in the next iteration. The rest of the code is similar to what you were doing.
a = [ 1 1 1 2 1 1 1 3 2 1 1 2 1 1 1];
c = 0;
rem = 0;
i = 1;
length(a);
while(i <= length(a))
c = rem;
while (c < 10 && i <= length(a))
c = c + a(i);
i = i + 1;
if(c >= 10)
rem = c - 10;
break
end
end
if(c >= 10)
disp(i-1)
end
use cumsum instead of your while loop:
a = [ 1 1 1 2 1 1 1 3 2 1 1 2 1 1 1];
a_ = a;
endidxlist = false(size(a));
startidxlist = false(size(a));
startidxlist(1) = true;
while any(a_) && (sum(a_) >= 10)
b = cumsum(a_);
idx = find(b >= 10,1);
endidxlist(idx) = true;
% move residual to the next sequence
a_(idx) = b(idx) - 10;
if a_(idx) > 0
startidxlist(idx) = idx;
elseif (idx+1) <= numel(a)
startidxlist(idx+1) = true;
end
a_(1:idx-1) = 0;
end
if (idx+1) <= numel(a)
startidxlist(idx+1) = false;
end
endidxlist gives you the end-indexes of each sequence and startidxlist the start-indexes

Find where condition is true n times consecutively

I have an array (say of 1s and 0s) and I want to find the index, i, for the first location where 1 appears n times in a row.
For example,
x = [0 0 1 0 1 1 1 0 0 0] ;
i = 5, for n = 3, as this is the first time '1' appears three times in a row.
Note: I want to find where 1 appears n times in a row so
i = find(x,n,'first');
is incorrect as this would give me the index of the first n 1s.
It is essentially a string search? eg findstr but with a vector.
You can do it with convolution as follows:
x = [0 0 1 0 1 1 1 0 0 0];
N = 3;
result = find(conv(x, ones(1,N), 'valid')==N, 1)
How it works
Convolve x with a vector of N ones and find the first time the result equals N. Convolution is computed with the 'valid' flag to avoid edge effects and thus obtain the correct value for the index.
Another answer that I have is to generate a buffer matrix where each row of this matrix is a neighbourhood of overlapping n elements of the array. Once you create this, index into your array and find the first row that has all 1s:
x = [0 0 1 0 1 1 1 0 0 0]; %// Example data
n = 3; %// How many times we look for duplication
%// Solution
ind = bsxfun(#plus, (1:numel(x)-n+1).', 0:n-1); %'
out = find(all(x(ind),2), 1);
The first line is a bit tricky. We use bsxfun to generate a matrix of size m x n where m is the total number of overlapping neighbourhoods while n is the size of the window you are searching for. This generates a matrix where the first row is enumerated from 1 to n, the second row is enumerated from 2 to n+1, up until the very end which is from numel(x)-n+1 to numel(x). Given n = 3, we have:
>> ind
ind =
1 2 3
2 3 4
3 4 5
4 5 6
5 6 7
6 7 8
7 8 9
8 9 10
These are indices which we will use to index into our array x, and for your example it generates the following buffer matrix when we directly index into x:
>> x = [0 0 1 0 1 1 1 0 0 0];
>> x(ind)
ans =
0 0 1
0 1 0
1 0 1
0 1 1
1 1 1
1 1 0
1 0 0
0 0 0
Each row is an overlapping neighbourhood of n elements. We finally end by searching for the first row that gives us all 1s. This is done by using all and searching over every row independently with the 2 as the second parameter. all produces true if every element in a row is non-zero, or 1 in our case. We then combine with find to determine the first non-zero location that satisfies this constraint... and so:
>> out = find(all(x(ind), 2), 1)
out =
5
This tells us that the fifth location of x is where the beginning of this duplication occurs n times.
Based on Rayryeng's approach you can loop this as well. This will definitely be slower for short array sizes, but for very large array sizes this doesn't calculate every possibility, but stops as soon as the first match is found and thus will be faster. You could even use an if statement based on the initial array length to choose whether to use the bsxfun or the for loop. Note also that for loops are rather fast since the latest MATLAB engine update.
x = [0 0 1 0 1 1 1 0 0 0]; %// Example data
n = 3; %// How many times we look for duplication
for idx = 1:numel(x)-n
if all(x(idx:idx+n-1))
break
end
end
Additionally, this can be used to find the a first occurrences:
x = [0 0 1 0 1 1 1 0 0 0 0 0 1 0 1 1 1 0 0 0 0 0 1 0 1 1 1 0 0 0]; %// Example data
n = 3; %// How many times we look for duplication
a = 2; %// number of desired matches
collect(1,a)=0; %// initialise output
kk = 1; %// initialise counter
for idx = 1:numel(x)-n
if all(x(idx:idx+n-1))
collect(kk) = idx;
if kk == a
break
end
kk = kk+1;
end
end
Which does the same but shuts down after a matches have been found. Again, this approach is only useful if your array is large.
Seeing you commented whether you can find the last occurrence: yes. Same trick as before, just run the loop backwards:
for idx = numel(x)-n:-1:1
if all(x(idx:idx+n-1))
break
end
end
One possibility with looping:
i = 0;
n = 3;
for idx = n : length(x)
idx_true = 1;
for sub_idx = (idx - n + 1) : idx
idx_true = idx_true & (x(sub_idx));
end
if(idx_true)
i = idx - n + 1;
break
end
end
if (i == 0)
disp('No index found.')
else
disp(i)
end

What is the result of the following code?

Why the result is 7??? I can't find the log if that :(
#include <stdio.h>
main() {
int i, j, a = 1, b = 1;
for (i = 1; i < 4; i++)
for (j = 1; j < 3; j++)
a = a + b;
printf("a=%d", a);
}
The structure is like below
- Outer `for` loop
- inner `for` loop
- instruction
so the "instruction" (statement/block) will get executed inner for loop count times, for outer for loop count times.
What is basically says is, add the value of b to the latest value of a (in a recurring way) to get the current value of a. Now , do that for "outer" number of time, for which, do the same for "inner" number of times.
Outer for loop ==> 3 times,
inner for loop ==> 2 times
So, final value =3*2 (increment) + (initial) = (3*2)*1 + 1 = 7.
The result is 7 because b is initialized as 1 and stays 1 the whole time. The outer loop is run 3 times (1, 2, 3), the inner loop is run 2 times (1 and 2), so there are 6 runs where b is added to a (which is initialized as 1). 1 + 6 = 7.
In such scenarios, you should add a watch and debug your code line by line. I believe the shortcut is F11. Regards to why the output of your code is 7...
The inner loop runs six times. J loops twice - 1, 2, (ends when it is 3), and I loops thrice (1, 2, 3, 4 - end)... for a total of 2 X 3 = 6.
Since b is '1', you are basically adding the number 1 to a six times. Since a started with '1', the output is:
a = 1 + 1 + 1 + 1 + 1 + 1 + 1 = 7

Carrying out of loop so as to do the following operation

consider an area with size m*n. Here the size of m and n is unknown. Now I am extracting data from each point in the area. I am scanning the area first going in the x direction till m point and the again returning to m=0 and n=1, i.e the second row. Again I scan along the x direction till the end of m. An example of the data has been shown below. Here I get value for different x,y coordinates during the scan. I can carry out operation between the first two points in x direction by
p1 = A{1}; %%reading the data from the text file
p2 = A{2};
LA=[p1 p2];
for m=1:length(y)
p= LA(m,1);
t= LA(m,2);
%%and
q=LA(m+1,1)
r=LA(m+1,2)
I want to do the same for y axis. That is I want to operate between first point in x=0 and y=1 then between x=2 and y=1 and so on. Hope you have got it.
g x y
2 0 0
3 1 0
2 2 0
4 3 0
1 4 0
2 m 0
3 0 1
2 1 1
4 2 1
5 3 1
.
.
.
.
2 m 1
now I was thinking of a logic where I will first find the size of n by counting the number of zeros
NUMX = 0;
while y((NUMX+1),:) == 0
NUMX = NUMX + 1;
end
NU= NUMX;
And then I was thinking of applying the following loop
for m=1:NU:n-1
%%and
p= LA(m,1);
t= LA(m,2);
%%and
q=LA(m+1,1)
r=LA(m+1,2)
But its showing error. Please help!!
??? Attempted to access del2(99794,:); index out of bounds because
size(del2)=[99793,1].
Here NUMX=198
Comment: The nomenclature in your question is inconsistent, making it difficult to understand what you are doing. The variable del2 you mention in the error message is nowhere to be seen.
1.) Let's start off by creating a minimal working example that illustrates the data structure and provides knowledge of the dimensions we want to retrieve later. You matrix is not m x n but m*n x 3.
The following example will set up a matrix with data similar to what you have shown in your question:
M = zeros(8,3);
for J=1:4
for I=1:2
M((J-1)*2+I,1) = rand(1);
M((J-1)*2+I,2) = I;
M((J-1)*2+I,3) = J-1;
end
end
M =
0.469 1 0
0.012 2 0
0.337 1 1
0.162 2 1
0.794 1 2
0.311 2 2
0.529 1 3
0.166 2 3
2.) Next, let's determine the number of x and y, to use the nomenclature of your question:
NUMX = 0;
while M(NUMX+1,3) == 0
NUMX = NUMX + 1;
end
NUMY = size(M,1)/NUMX;
NUMX =
2
NUMY =
4
3.) The data processing you want to do still is unclear, but here are two approaches that can be used for different means:
(a)
COUNT = 1;
for K=1:NUMX:size(M,1)
A(COUNT,1) = M(K,1);
COUNT = COUNT + 1;
end
In this case, you step through the first column of M with a step-size corresponding to NUMX. This will result in all the values for x=1:
A =
0.469
0.337
0.794
0.529
(b) You can also use NUMX and NUMY to reorder M:
for J=1:NUMY
for I=1:NUMX
NEW_M(I,J) = M((J-1)*NUMX+I,1);
end
end
NEW_M =
0.469 0.337 0.794 0.529
0.012 0.162 0.311 0.166
The matrix NEW_M now is of size m x n, with the values of constant y in the columns and the values of constant x in the rows.
Concluding remark: It is unclear how you define m and n in your code, so your specific error message cannot be resolved here.

Effective picking of surrounded element

If I have sequence 1 0 0 0 1 0 1 0 1 1 1
how to effectively locate zero which has from both sides 1.
In this sequence it means zero on position 6 and 8. The ones in bold.
1 0 0 0 1 0 1 0 1 1 1
I can imagine algorithm that would loop through the array and look one in back and one in front I guess that means O(n) so probably there is not any more smooth one.
If you can find another way, I am interested.
Use strfind:
pos = strfind(X(:)', [1 0 1]) + 1
Note that this will work only when X is a vector.
Example
X = [1 0 0 0 1 0 1 0 1 1 1 ];
pos = strfind(X(:)', [1 0 1]) + 1
The result:
pos =
6 8
The strfind method that #EitanT suggested is quite nice. Another way to do this is to use find and element-wise bit operations:
% let A be a logical ROW array
B = ~A & [A(2:end),false] & [false,A(1:end-1)];
elements = find(B);
This assumes, based on your example, that you want to exclude boundary elements. The concatenations [A(2:end),false] and [false,A(1:end-1)] are required to keep the array length the same. If memory is a concern, these can be eliminated:
% NB: this will work for both ROW and COLUMN vectors
B = ~A(2:end-1) & A(3:end) & A(1:end-2);
elements = 1 + find(B); % need the 1+ because we cut off the first element above
...and to elaborate on #Eitan T 's answer, you can use strfind for an array if you loop by row
% let x = some matrix of 1's and 0's (any size)
[m n] = size(x);
for r = 1:m;
pos(r,:) = strfind(x(r,:)',[1 0 1]) + 1;
end
pos would be a m x ? matrix with m rows and any returned positions. If there were no zeros in the proper positions though, you might get a NaN ... or an error. Didn't get a chance to test.

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