Binary search function python - python-2.7

The first function below searches a certain number provided when called. The goal is to reduce the the size of the search mechanism. Each time it looks up for the number it looks up for two ends only and reduces the look up half increasing efficiency.
def bsearch(s, e, first, last, calls):
print (first, last, calls)
if (last - first) < 2: return s[first] == e or s[last] == e
mid = first + (last - first)/2
if s[mid] == e: return True
if s[mid] > e: return bsearch(s, e, first, mid - 1, calls + 1)
return bsearch(s, e, mid + 1, last, calls + 1)
def search(s,e):
print bsearch(s, e, 0, len(s) - 1, 1)
when i run this for example like this:
s = range(1000000)
x = search(s, 5000000)
print x
It produces result like this:
(0, 999999, 1)
(500000, 999999, 2)
(500000, 749998, 3)
(500000, 624998, 4)
(500000, 562498, 5)
(500000, 531248, 6)
(500000, 515623, 7)
(500000, 507810, 8)
(500000, 503904, 9)
(500000, 501951, 10)
(500000, 500974, 11)
(500000, 500486, 12)
(500000, 500242, 13)
(500000, 500120, 14)
(500000, 500059, 15)
(500000, 500028, 16)
(500000, 500013, 17)
(500000, 500005, 18)
(500000, 500001, 19)
True
Notice how it reduces the look up mechanism. But i am stuck here:
if s[mid] > e: return bsearch(s, e, first, mid - 1, calls + 1)
return bsearch(s, e, mid + 1, last, calls + 1)
Can't understand what exactly it id doing here. Can anyone explain please

This is a classical example of recursion: a function calling itself, but with different arguments (first and last in this particular case). Note that the function assumes that the sequence searched is ordered: each subsequent member is not less than the previous one. This makes it possible to cut the searched space in half with every recursive call, because it is clear in which half the target e can occur.

Related

What would the 1st recursive call for this function look like?

int Fun(int m, int n)
{
if(n==0)
{
return n + 2;
}
return Fun(n-1, m-1) + Fun(m-1,n-1) + 1;
}
I'm completely lost as to what the 1st case would visually look like for this function. I don't understand why the function has two parameters and why we only return 1 parameter at the end with our base case. What would be the process to work this out? Any input you want to use to explain to me is fine I was trying (3,3). Although, now that I'm thinking about it how would this function look like if one of the inputs was smaller than the other like (3,2) or (2,3)?
Note that return n + 2; simplifies to return 2;.
The function takes two arguments (parameters) and returns a single value. That's like the operation of adding two numbers that you were taught in your first year at school.
Whether or not Fun(n - 1, m - 1) is called before Fun(m - 1, n - 1) is not specified by the C++ standard. So I can't tell you what the first recursive call will look like. This gives compilers more freedom in making optimisation choices. Of course the order in which the functions are called has no effect on the eventual result.
The best way of analysing what happens in your particular case is to use a line by line debugger.
There is nothing special about recursive functions - they work exactly like non-recursive functions.
Fun(3,3) does this:
if(3==0)
{
return 3 + 2;
}
return Fun(2, 2) + Fun(2, 2) + 1;
It needs the value of Fun(2,2), which does this:
if(2==0)
{
return 2 + 2;
}
return Fun(1, 1) + Fun(1, 1) + 1;
And that needs Fun(1,1), which does
if(1==0)
{
return 1 + 2;
}
return Fun(0, 0) + Fun(0, 0) + 1;
and Fun(0,0) does
if(0==0)
{
return 0 + 2;
}
return Fun(-1, -1) + Fun(-1, -1) + 1;
which returns 2 since the condition is true.
So, Fun(1, 1) will do
return 2 + 2 + 1;
which is 5, and Fun(2,2) will do
return 5 + 5 + 1;
which is 11, and Fun(3,3) will do
return 11 + 11 + 1;
which is 23.
I'm sure you can work through other examples on your own.

Lucky 7 recursion

Prompt: A lucky number is the number has the digit 7 and count of #7 in the number must be odd. Write a recursive function to check whether a number is lucky. (For example, lucky#: 777, 117, 7. not a lucky#: 77, 1277).
I am a beginner. I wrote the code below, but I don't understand how "if(num == 7) return 7" work although it should return a boolean. :(
Here is my code: (it checks if there is any digit 7 and sum off all digit 7 is odd)
bool lucky(int num)
{
if (num < 10)
if (num == 7) return 7; << HOW???? Please!
else return 0;
else if (num % 10 == 7)
return (7 + lucky(num / 10)) % 2 != 0;
else
return lucky(num / 10);
}
In C++ any non-zero value can be considered "true", while zero is "false". Integers are implicitly convertible to bool using this scheme.

Ocaml, why this code does not work?

let rec prime : int -> bool
= fun n -> let rec f a = if (a = 1) then 1
else if (n mod a) = 0 then 0
else if ((f a-1) = 1) then 1
else 0
in
if ((f n-1) = 1) then true
else false
As you can see from my code, I want to implement a function which can tell given number is prime or not.
I can compile and run this code, but for all X function tell "false".
Why this happens?
Thanks in advance. :)
The expression:
f n-1
is parsed like this:
(f n) - 1
You need to write this:
f (n - 1)
((f n-1) = 1)
f n-1 is equivalent to (f n) - 1, not f (n - 1). So you're taking a number that's either 0 or 1, then subtract 1 from (yielding either -1 or 0) and then seeing whether it's 1, which it can never be.
Note that this wouldn't even have compiled had you made f return a boolean rather than an integer (you can't subtract from a boolean).

Determining if a number is either a multiple of ten or within a particular set of ranges

I have a few loops that I need in my program. I can write out the pseudo code, but I'm not entirely sure how to write them logically.
I need -
if (num is a multiple of 10) { do this }
if (num is within 11-20, 31-40, 51-60, 71-80, 91-100) { do this }
else { do this } //this part is for 1-10, 21-30, 41-50, 61-70, 81-90
This is for a snakes and ladders board game, if it makes any more sense for my question.
I imagine the first if statement I'll need to use modulus. Would if (num == 100%10) be correct?
The second one I have no idea. I can write it out like if (num > 10 && num is < 21 || etc.), but there has to be something smarter than that.
For the first one, to check if a number is a multiple of use:
if (num % 10 == 0) // It's divisible by 10
For the second one:
if(((num - 1) / 10) % 2 == 1 && num <= 100)
But that's rather dense, and you might be better off just listing the options explicitly.
Now that you've given a better idea of what you are doing, I'd write the second one as:
int getRow(int num) {
return (num - 1) / 10;
}
if (getRow(num) % 2 == 0) {
}
It's the same logic, but by using the function we get a clearer idea of what it means.
if (num is a multiple of 10) { do this }
if (num % 10 == 0) {
// Do something
}
if (num is within 11-20, 31-40, 51-60, 71-80, 91-100) { do this }
The trick here is to look for some sort of commonality among the ranges. Of course, you can always use the "brute force" method:
if ((num > 10 && num <= 20) ||
(num > 30 && num <= 40) ||
(num > 50 && num <= 60) ||
(num > 70 && num <= 80) ||
(num > 90 && num <= 100)) {
// Do something
}
But you might notice that, if you subtract 1 from num, you'll have the ranges:
10-19, 30-39, 50-59, 70-79, 90-99
In other words, all two-digit numbers whose first digit is odd. Next, you need to come up with a formula that expresses this. You can get the first digit by dividing by 10, and you can test that it's odd by checking for a remainder of 1 when you divide by 2. Putting that all together:
if ((num > 0) && (num <= 100) && (((num - 1) / 10) % 2 == 1)) {
// Do something
}
Given the trade-off between longer but maintainable code and shorter "clever" code, I'd pick longer and clearer every time. At the very least, if you try to be clever, please, please include a comment that explains exactly what you're trying to accomplish.
It helps to assume the next developer to work on the code is armed and knows where you live. :-)
If you are using GCC or any compiler that supports case ranges you can do this, but your code will not be portable.
switch(num)
{
case 11 ... 20:
case 31 ... 40:
case 51 ... 60:
case 71 ... 80:
case 91 ... 100:
// Do something
break;
default:
// Do something else
break;
}
This is for future visitors more so than a beginner. For a more general, algorithm-like solution, you can take a list of starting and ending values and check if a passed value is within one of them:
template<typename It, typename Elem>
bool in_any_interval(It first, It last, const Elem &val) {
return std::any_of(first, last, [&val](const auto &p) {
return p.first <= val && val <= p.second;
});
}
For simplicity, I used a polymorphic lambda (C++14) instead of an explicit pair argument. This should also probably stick to using < and == to be consistent with the standard algorithms, but it works like this as long as Elem has <= defined for it. Anyway, it can be used like this:
std::pair<int, int> intervals[]{
{11, 20}, {31, 40}, {51, 60}, {71, 80}, {91, 100}
};
const int num = 15;
std::cout << in_any_interval(std::begin(intervals), std::end(intervals), num);
There's a live example here.
The first one is easy. You just need to apply the modulo operator to your num value:
if ( ( num % 10 ) == 0)
Since C++ is evaluating every number that is not 0 as true, you could also write:
if ( ! ( num % 10 ) ) // Does not have a residue when divided by 10
For the second one, I think this is cleaner to understand:
The pattern repeats every 20, so you can calculate modulo 20.
All elements you want will be in a row except the ones that are dividable by 20.
To get those too, just use num-1 or better num+19 to avoid dealing with negative numbers.
if ( ( ( num + 19 ) % 20 ) > 9 )
This is assuming the pattern repeats forever, so for 111-120 it would apply again, and so on. Otherwise you need to limit the numbers to 100:
if ( ( ( ( num + 19 ) % 20 ) > 9 ) && ( num <= 100 ) )
With a couple of good comments in the code, it can be written quite concisely and readably.
// Check if it's a multiple of 10
if (num % 10 == 0) { ... }
// Check for whether tens digit is zero or even (1-10, 21-30, ...)
if ((num / 10) % 2 == 0) { ... }
else { ... }
You basically explained the answer yourself, but here's the code just in case.
if((x % 10) == 0) {
// Do this
}
if((x > 10 && x < 21) || (x > 30 && x < 41) || (x > 50 && x < 61) || (x > 70 && x < 81) || (x > 90 && x < 101)) {
// Do this
}
You might be overthinking this.
if (x % 10)
{
.. code for 1..9 ..
} else
{
.. code for 0, 10, 20 etc.
}
The first line if (x % 10) works because (a) a value that is a multiple of 10 calculates as '0', other numbers result in their remainer, (b) a value of 0 in an if is considered false, any other value is true.
Edit:
To toggle back-and-forth in twenties, use the same trick. This time, the pivotal number is 10:
if (((x-1)/10) & 1)
{
.. code for 10, 30, ..
} else
{
.. code for 20, 40, etc.
}
x/10 returns any number from 0 to 9 as 0, 10 to 19 as 1 and so on. Testing on even or odd -- the & 1 -- tells you if it's even or odd. Since your ranges are actually "11 to 20", subtract 1 before testing.
A plea for readability
While you already have some good answers, I would like to recommend a programming technique that will make your code more readable for some future reader - that can be you in six months, a colleague asked to perform a code review, your successor, ...
This is to wrap any "clever" statements into a function that shows exactly (with its name) what it is doing. While there is a miniscule impact on performance (from "function calling overhead") this is truly negligible in a game situation like this.
Along the way you can sanitize your inputs - for example, test for "illegal" values. Thus you might end up with code like this - see how much more readable it is? The "helper functions" can be hidden away somewhere (the don't need to be in the main module: it is clear from their name what they do):
#include <stdio.h>
enum {NO, YES, WINNER};
enum {OUT_OF_RANGE=-1, ODD, EVEN};
int notInRange(int square) {
return(square < 1 || square > 100)?YES:NO;
}
int isEndOfRow(int square) {
if (notInRange(square)) return OUT_OF_RANGE;
if (square == 100) return WINNER; // I am making this up...
return (square % 10 == 0)? YES:NO;
}
int rowType(unsigned int square) {
// return 1 if square is in odd row (going to the right)
// and 0 if square is in even row (going to the left)
if (notInRange(square)) return OUT_OF_RANGE; // trap this error
int rowNum = (square - 1) / 10;
return (rowNum % 2 == 0) ? ODD:EVEN; // return 0 (ODD) for 1-10, 21-30 etc.
// and 1 (EVEN) for 11-20, 31-40, ...
}
int main(void) {
int a = 12;
int rt;
rt = rowType(a); // this replaces your obscure if statement
// and here is how you handle the possible return values:
switch(rt) {
case ODD:
printf("It is an odd row\n");
break;
case EVEN:
printf("It is an even row\n");
break;
case OUT_OF_RANGE:
printf("It is out of range\n");
break;
default:
printf("Unexpected return value from rowType!\n");
}
if(isEndOfRow(10)==YES) printf("10 is at the end of a row\n");
if(isEndOfRow(100)==WINNER) printf("We have a winner!\n");
}
For the first one:
if (x % 10 == 0)
will apply to:
10, 20, 30, .. 100 .. 1000 ...
For the second one:
if (((x-1) / 10) % 2 == 1)
will apply for:
11-20, 31-40, 51-60, ..
We basically first do x-1 to get:
10-19, 30-39, 50-59, ..
Then we divide them by 10 to get:
1, 3, 5, ..
So we check if this result is odd.
As others have pointed out, making the conditions more concise won't speed up the compilation or the execution, and it doesn't necessarily help with readability either.
It can help in making your program more flexible, in case you decide later that you want a toddler's version of the game on a 6 x 6 board, or an advanced version (that you can play all night long) on a 40 x 50 board.
So I would code it as follows:
// What is the size of the game board?
#define ROWS 10
#define COLUMNS 10
// The numbers of the squares go from 1 (bottom-left) to (ROWS * COLUMNS)
// (top-left if ROWS is even, or top-right if ROWS is odd)
#define firstSquare 1
#define lastSquare (ROWS * COLUMNS)
// We haven't started until we roll the die and move onto the first square,
// so there is an imaginary 'square zero'
#define notStarted(num) (num == 0)
// and we only win when we land exactly on the last square
#define finished(num) (num == lastSquare)
#define overShot(num) (num > lastSquare)
// We will number our rows from 1 to ROWS, and our columns from 1 to COLUMNS
// (apologies to C fanatics who believe the world should be zero-based, which would
// have simplified these expressions)
#define getRow(num) (((num - 1) / COLUMNS) + 1)
#define getCol(num) (((num - 1) % COLUMNS) + 1)
// What direction are we moving in?
// On rows 1, 3, 5, etc. we go from left to right
#define isLeftToRightRow(num) ((getRow(num) % 2) == 1)
// On rows 2, 4, 6, etc. we go from right to left
#define isRightToLeftRow(num) ((getRow(num) % 2) == 0)
// Are we on the last square in the row?
#define isLastInRow(num) (getCol(num) == COLUMNS)
// And finally we can get onto the code
if (notStarted(mySquare))
{
// Some code for when we haven't got our piece on the board yet
}
else
{
if (isLastInRow(mySquare))
{
// Some code for when we're on the last square in a row
}
if (isRightToLeftRow(mySquare))
{
// Some code for when we're travelling from right to left
}
else
{
// Some code for when we're travelling from left to right
}
}
Yes, it's verbose, but it makes it clear exactly what's happening on the game board.
If I was developing this game to display on a phone or tablet, I'd make ROWS and COLUMNS variables instead of constants, so they can be set dynamically (at the start of a game) to match the screen size and orientation.
I'd also allow the screen orientation to be changed at any time, mid-game - all you need to do is switch the values of ROWS and COLUMNS, while leaving everything else (the current square number that each player is on, and the start/end squares of all the snakes and ladders) unchanged.
Then you 'just' have to draw the board nicely, and write code for your animations (I assume that was the purpose of your if statements) ...
You can try the following:
// Multiple of 10
if ((num % 10) == 0)
{
// Do something
}
else if (((num / 10) % 2) != 0)
{
// 11-20, 31-40, 51-60, 71-80, 91-100
}
else
{
// Other case
}
I know that this question has so many answers, but I will thrown mine here anyway...
Taken from Steve McConnell's Code Complete, 2nd Edition:
"Stair-Step Access Tables:
Yet another kind of table access is the stair-step method. This access method isn’t as direct as an index structure, but it doesn’t waste as much data space. The general idea of stair-step structures, illustrated in Figure 18-5, is that entries in a table are valid for ranges of data rather than for distinct data points.
Figure 18-5 The stair-step approach categorizes each entry by determining the level at which it hits a “staircase.” The “step” it hits determines its category.
For example, if you’re writing a grading program, the “B” entry range might be from 75 percent to 90 percent. Here’s a range of grades you might have to program someday:
To use the stair-step method, you put the upper end of each range into a table and then write a loop to check a score against the upper end of each range. When you find the point at which the score first exceeds the top of a range, you know what the grade is. With the stair-step technique, you have to be careful to handle the endpoints of the ranges properly. Here’s the code in Visual Basic that assigns grades to a group of students based on this example:
Although this is a simple example, you can easily generalize it to handle multiple students, multiple grading schemes (for example, different grades for different point levels on different assignments), and changes in the grading scheme."
Code Complete, 2nd Edition, pages 426 - 428 (Chapter 18).

How to calculate this long recursion

Here is a code doing recursion which crashes for larger values:
int rec(int m,int n)
{
if(m==0)
return n+1;
if(m>0 && n==0)
return rec(m-1,1);
if(m>0 && n>0)
return rec(m-1,rec(m,n-1));
}
If I call the function rec(m,n):
with m=1 and n=2, the result I get is 4
with m=2 and n=2, it is 7,
with m=3 and n=2, it is 29
But it crashes for m=4 and m=2. Is there an alternate way to calculate it?
Ackermann's function can be stated non-recursively as
Ack( m, n ) = (2 opm (n + 3)) - 3
where opm is the m'th arithmetic operation in the order addition, multiplication, exponentiation, tower function, ...
In other words it explodes in value pretty darn instantaneously, with no way to represent those numbers as C++ integers.
For an explanation see my homepage from the 1990's :),
(http://web.archive.org/web/20120315031240/http://members.fortunecity.com/alf_steinbach/content/programming/narrow_topics/ackermann/ackermann.html)
rec(4,2)
-> rec(3, rec(4, 1))
->rec(3, rec(4, 0)
->rec(3, 1)
->rec(2, rec(3, 0))
->rec(2, 1)
->rec(1, rec(2, 0)) -->rec(1, 2) //return 4
->rec(1, 0) //return 2 -->rec(0, rec(1, 1)) //return 4
->rec(0, 1) //return 2 -->rec(0, rec(1, 0)) //return 3
-->return 2
this boils down to:
rec(4,2)
-> rec(3, rec(4, 1))
->rec(3, rec(4, 0)
->rec(3, 1)
->rec(2, rec(3, 0))
->rec(2, 1)
->rec(1, 4)
This can be solved further but the space is insufficient and will take a lot of time.
I am predicting that your application either crashes due to stackoverflow or due to reaching the limit of allowable recursions.
But I cannot say for sure...
#Cheers and hth. - Alf explains it mathematically in much more subtle manner ;)