high order derivatives in lua? - lua

I was messing around with high order derivatives on lua (i haven't tested this on any different language) and found that the lowest you set delta to the sooner it will output 0.0, look at this code and then the output
why does this happen?
function derivate (f, delta)
delta = delta or 1e-4
return function(x) return (f(x + delta) - f(x)) / delta end
end
c = derivate ( math.cos )
-- c is now -sinx
d = derivate (c)
-- d is now -cosx
e = derivate (d)
-- e is now sinx
f = derivate (e)
-- f is now cosx
print(math.cos(1.23 ), c(1.23) , d(1.23) , e(1.23) , f(1.23) )
output :
0.3342377271245 -0.94250551224695 -0.3341434795523 0.94257934790676 0.0

Related

How does Roblox's math.noise() deal with negative inputs?

While messing around with noise outside of Roblox, I realized Perlin/Simplex Noise does not like negative inputs. Remembering Roblox has a noise function, I tried there, and found out negative numbers do work nicely for Roblox's math.noise(). Does anybody know how they made this work, or how to get negative numbers to work for Perlin/Simplex noise in general?
The Simplex Noise I am using (copied from here but changed to have the bitwise and operation):
local function bit_and(a, b) --bitwise and operation
local p, c = 1, 0
while a > 0 and b > 0 do
local ra, rb = a%2, b%2
if (ra + rb) > 1 then
c = c + p
end
a = (a - ra) / 2
b = (b - rb) / 2
p = p * 2
end
return c
end
-- 2D simplex noise
local grad3 = {
{1,1,0},{-1,1,0},{1,-1,0},{-1,-1,0},
{1,0,1},{-1,0,1},{1,0,-1},{-1,0,-1},
{0,1,1},{0,-1,1},{0,1,-1},{0,-1,-1}
}
local p = {151,160,137,91,90,15,
131,13,201,95,96,53,194,233,7,225,140,36,103,30,69,142,8,99,37,240,21,10,23,
190, 6,148,247,120,234,75,0,26,197,62,94,252,219,203,117,35,11,32,57,177,33,
88,237,149,56,87,174,20,125,136,171,168, 68,175,74,165,71,134,139,48,27,166,
77,146,158,231,83,111,229,122,60,211,133,230,220,105,92,41,55,46,245,40,244,
102,143,54, 65,25,63,161, 1,216,80,73,209,76,132,187,208, 89,18,169,200,196,
135,130,116,188,159,86,164,100,109,198,173,186, 3,64,52,217,226,250,124,123,
5,202,38,147,118,126,255,82,85,212,207,206,59,227,47,16,58,17,182,189,28,42,
223,183,170,213,119,248,152, 2,44,154,163, 70,221,153,101,155,167, 43,172,9,
129,22,39,253, 19,98,108,110,79,113,224,232,178,185, 112,104,218,246,97,228,
251,34,242,193,238,210,144,12,191,179,162,241, 81,51,145,235,249,14,239,107,
49,192,214, 31,181,199,106,157,184, 84,204,176,115,121,50,45,127, 4,150,254,
138,236,205,93,222,114,67,29,24,72,243,141,128,195,78,66,215,61,156,180}
local perm = {}
for i=0,511 do
perm[i+1] = p[bit_and(i, 255) + 1]
end
local function dot(g, ...)
local v = {...}
local sum = 0
for i=1,#v do
sum = sum + v[i] * g[i]
end
return sum
end
local noise = {}
function noise.produce(xin, yin)
local n0, n1, n2 -- Noise contributions from the three corners
-- Skew the input space to determine which simplex cell we're in
local F2 = 0.5*(math.sqrt(3.0)-1.0)
local s = (xin+yin)*F2; -- Hairy factor for 2D
local i = math.floor(xin+s)
local j = math.floor(yin+s)
local G2 = (3.0-math.sqrt(3.0))/6.0
local t = (i+j)*G2
local X0 = i-t -- Unskew the cell origin back to (x,y) space
local Y0 = j-t
local x0 = xin-X0 -- The x,y distances from the cell origin
local y0 = yin-Y0
-- For the 2D case, the simplex shape is an equilateral triangle.
-- Determine which simplex we are in.
local i1, j1 -- Offsets for second (middle) corner of simplex in (i,j) coords
if x0 > y0 then
i1 = 1
j1 = 0 -- lower triangle, XY order: (0,0)->(1,0)->(1,1)
else
i1 = 0
j1 = 1
end-- upper triangle, YX order: (0,0)->(0,1)->(1,1)
-- A step of (1,0) in (i,j) means a step of (1-c,-c) in (x,y), and
-- a step of (0,1) in (i,j) means a step of (-c,1-c) in (x,y), where
-- c = (3-sqrt(3))/6
local x1 = x0 - i1 + G2 -- Offsets for middle corner in (x,y) unskewed coords
local y1 = y0 - j1 + G2
local x2 = x0 - 1 + 2 * G2 -- Offsets for last corner in (x,y) unskewed coords
local y2 = y0 - 1 + 2 * G2
-- Work out the hashed gradient indices of the three simplex corners
local ii = bit_and(i, 255)
local jj = bit_and(j, 255)
local gi0 = perm[ii + perm[jj+1]+1] % 12
local gi1 = perm[ii + i1 + perm[jj + j1+1]+1] % 12
local gi2 = perm[ii + 1 + perm[jj + 1+1]+1] % 12
-- Calculate the contribution from the three corners
local t0 = 0.5 - x0 * x0 - y0 * y0
if t0 < 0 then
n0 = 0.0
else
t0 = t0 * t0
n0 = t0 * t0 * dot(grad3[gi0+1], x0, y0) -- (x,y) of grad3 used for 2D gradient
end
local t1 = 0.5 - x1 * x1 - y1 * y1
if t1 < 0 then
n1 = 0.0
else
t1 = t1 * t1
n1 = t1 * t1 * dot(grad3[gi1+1], x1, y1)
end
local t2 = 0.5 - x2 * x2 - y2 * y2
if t2 < 0 then
n2 = 0.0
else
t2 = t2 * t2
n2 = t2 * t2 * dot(grad3[gi2+1], x2, y2)
end
-- Add contributions from each corner to get the final noise value.
-- The result is scaled to return values in the interval [-1,1].
return 70.0 * (n0 + n1 + n2)
end
return noise
The Lua programming language version that Roblox uses, LuaU (or Luau), is actually open-source since November of 2021. You can find it here. The math library can be found in this file called lmathlib.cpp and it contains the math.noise function along with internal functions to calculate it, perlin (main function), grad, lerp, and fade. It's a quite complicated thing I can't explain myself, but I have converted it into Lua here.

How to convert HSL to RBG in Lua

I would like to convert a HSL value into an RBG so that i can easily generate random colours in Love2D, however i am having trouble finding how to do this. I did check wikipedia but really didn't understand anything, and i was browsing stack overflow but didn't find anything for Lua. If possible i would want the function to enter 3 values and return a table with table.r, table.b, table.g, so that i can then call function().r etc etc. How can i do this?
Stack overflow isn't letting me post this without adding more information so lets see, the reason i don't want to randomise RBG values is that i only to change the hue, not affecting saturation/lightness. I think HSL would be the perfect way to do this as i can just randomise a hue colour to then convert it into RBG, RBG being the way colours are defined in Love2D.
I've saw the function you want written in https://github.com/unek/loveframes-snap-theme/blob/master/color.lua
Here's the parts you want extracted from it:
-- Needed for hsl2rgb to work
local function hue2rgb(p, q, t)
if t < 0 then t = t + 1 end
if t > 1 then t = t - 1 end
if t < 1/6 then return p + (q - p) * 6 * t end
if t < 1/2 then return q end
if t < 2/3 then return p + (q - p) * (2/3 - t) * 6 end
return p
end
-- Here's the function you want --
local function hsl2rgb(h, s, l)
local r, g, b
local h = h / 360
if s == 0 then
r, g, b = l, l, l
else
local q = (l < 0.5) and l * (1 + s) or l + s - l * s
local p = l * 2 - q
r = hue2rgb(p, q, h + 1/3)
g = hue2rgb(p, q, h)
b = hue2rgb(p, q, h - 1/3)
end
return {r=r, g=g, b=b}
end
Please note that the RGB values will be in range [0-1]

Adaptation of SHA2 512 gives incorrect results

I am trying to adapt the pure Lua implementation of the SecureHashAlgorithm found here for SHA2 512 instead of SHA2 256. When I try to use the adaptation, it does not give the correct answer.
Here is the adaptation:
--
-- UTILITY FUNCTIONS
--
-- transform a string of bytes in a string of hexadecimal digits
local function str2hexa (s)
local h = string.gsub(s, ".", function(c)
return string.format("%02x", string.byte(c))
end)
return h
end
-- transforms number 'l' into a big-endian sequence of 'n' bytes
--(coded as a string)
local function num2string(l, n)
local s = ""
for i = 1, n do
--most significant byte of l
local remainder = l % 256
s = string.char(remainder) .. s
--remove from l the bits we have already transformed
l = (l-remainder) / 256
end
return s
end
-- transform the big-endian sequence of eight bytes starting at
-- index 'i' in 's' into a number
local function s264num (s, i)
local n = 0
for i = i, i + 7 do
n = n*256 + string.byte(s, i)
end
return n
end
--
-- MAIN SECTION
--
-- FIRST STEP: INITIALIZE HASH VALUES
--(second 32 bits of the fractional parts of the square roots of the first 9th through 16th primes 23..53)
local HH = {}
local function initH512(H)
H = {0x6a09e667f3bcc908, 0xbb67ae8584caa73b, 0x3c6ef372fe94f82b, 0xa54ff53a5f1d36f1, 0x510e527fade682d1, 0x9b05688c2b3e6c1f, 0x1f83d9abfb41bd6b, 0x5be0cd19137e2179}
return H
end
-- SECOND STEP: INITIALIZE ROUND CONSTANTS
--(first 80 bits of the fractional parts of the cube roots of the first 80 primes 2..409)
local k = {
0x428a2f98d728ae22, 0x7137449123ef65cd, 0xb5c0fbcfec4d3b2f, 0xe9b5dba58189dbbc, 0x3956c25bf348b538,
0x59f111f1b605d019, 0x923f82a4af194f9b, 0xab1c5ed5da6d8118, 0xd807aa98a3030242, 0x12835b0145706fbe,
0x243185be4ee4b28c, 0x550c7dc3d5ffb4e2, 0x72be5d74f27b896f, 0x80deb1fe3b1696b1, 0x9bdc06a725c71235,
0xc19bf174cf692694, 0xe49b69c19ef14ad2, 0xefbe4786384f25e3, 0x0fc19dc68b8cd5b5, 0x240ca1cc77ac9c65,
0x2de92c6f592b0275, 0x4a7484aa6ea6e483, 0x5cb0a9dcbd41fbd4, 0x76f988da831153b5, 0x983e5152ee66dfab,
0xa831c66d2db43210, 0xb00327c898fb213f, 0xbf597fc7beef0ee4, 0xc6e00bf33da88fc2, 0xd5a79147930aa725,
0x06ca6351e003826f, 0x142929670a0e6e70, 0x27b70a8546d22ffc, 0x2e1b21385c26c926, 0x4d2c6dfc5ac42aed,
0x53380d139d95b3df, 0x650a73548baf63de, 0x766a0abb3c77b2a8, 0x81c2c92e47edaee6, 0x92722c851482353b,
0xa2bfe8a14cf10364, 0xa81a664bbc423001, 0xc24b8b70d0f89791, 0xc76c51a30654be30, 0xd192e819d6ef5218,
0xd69906245565a910, 0xf40e35855771202a, 0x106aa07032bbd1b8, 0x19a4c116b8d2d0c8, 0x1e376c085141ab53,
0x2748774cdf8eeb99, 0x34b0bcb5e19b48a8, 0x391c0cb3c5c95a63, 0x4ed8aa4ae3418acb, 0x5b9cca4f7763e373,
0x682e6ff3d6b2b8a3, 0x748f82ee5defb2fc, 0x78a5636f43172f60, 0x84c87814a1f0ab72, 0x8cc702081a6439ec,
0x90befffa23631e28, 0xa4506cebde82bde9, 0xbef9a3f7b2c67915, 0xc67178f2e372532b, 0xca273eceea26619c,
0xd186b8c721c0c207, 0xeada7dd6cde0eb1e, 0xf57d4f7fee6ed178, 0x06f067aa72176fba, 0x0a637dc5a2c898a6,
0x113f9804bef90dae, 0x1b710b35131c471b, 0x28db77f523047d84, 0x32caab7b40c72493, 0x3c9ebe0a15c9bebc,
0x431d67c49c100d4c, 0x4cc5d4becb3e42b6, 0x597f299cfc657e2a, 0x5fcb6fab3ad6faec, 0x6c44198c4a475817
}
-- THIRD STEP: PRE-PROCESSING (padding)
local function preprocess(toProcess, len)
--append a single '1' bit
--append K '0' bits, where K is the minimum number >= 0 such that L + 1 + K = 896mod1024
local extra = 128 - (len + 9) % 128
len = num2string(8 * len, 8)
toProcess = toProcess .. "\128" .. string.rep("\0", extra) .. len
assert(#toProcess % 128 == 0)
return toProcess
end
local function rrotate(rot, n)
return (rot >> n) | ((rot << 64 - n))
end
local function digestblock(msg, i, H)
local w = {}
for j = 1, 16 do w[j] = s264num(msg, i + (j - 1)*4) end
for j = 17, 80 do
local v = w[j - 15]
local s0 = rrotate(v, 1) ~ rrotate(v, 8) ~ (v >> 7)
v = w[j - 2]
w[j] = w[j - 16] + s0 + w[j - 7] + ((rrotate(v, 19) ~ rrotate(v, 61)) ~ (v >> 6))
end
local a, b, c, d, e, f, g, h = H[1], H[2], H[3], H[4], H[5], H[6], H[7], H[8]
for i = 1, 80 do
a, b, c, d, e, f, g, h = a , b , c , d , e , f , g , h
local s0 = rrotate(a, 28) ~ (rrotate(a, 34) ~ rrotate(a, 39))
local maj = ((a & b) ~ (a & c)) ~ (b & c)
local t2 = s0 + maj
local s1 = rrotate(e, 14) ~ (rrotate(e, 18) ~ rrotate(e, 41))
local ch = (e & f) ~ (~e & g)
local t1 = h + s1 + ch + k[i] + w[i]
h, g, f, e, d, c, b, a = g, f, e, d + t1, c, b, a, t1 + t2
end
H[1] = (H[1] + a)
H[2] = (H[2] + b)
H[3] = (H[3] + c)
H[4] = (H[4] + d)
H[5] = (H[5] + e)
H[6] = (H[6] + f)
H[7] = (H[7] + g)
H[8] = (H[8] + h)
end
local function finalresult512 (H)
-- Produce the final hash value:
return
str2hexa(num2string(H[1], 8)..num2string(H[2], 8)..num2string(H[3], 8)..num2string(H[4], 8)..
num2string(H[5], 8)..num2string(H[6], 8)..num2string(H[7], 8)..num2string(H[8], 8))
end
-- Returns the hash512 for the given string.
local function hash512 (msg)
msg = preprocess(msg, #msg)
local H = initH512(HH)
-- Process the message in successive 1024-bit (128 bytes) chunks:
for i = 1, #msg, 128 do
digestblock(msg, i, H)
end
return finalresult512(H)
end
Given hash512("a"):
Expect: 1f40fc92da241694750979ee6cf582f2d5d7d28e18335de05abc54d0560e0f5302860c652bf08d560252aa5e74210546f369fbbbce8c12cfc7957b2652fe9a75
Actual: e0b9623f2194cb81f2a62616a183edbe390be0d0b20430cadc3371efc237fa6bf7f8b48311f2fa249131c347fee3e8cde6acfdab286d648054541f92102cfc9c
I know that I am creating a message of the correct bit size (1024 bits) and also working in 1024-bit chunks, or at least I believe I am.
I am not sure if it has to do with the handling of the integers (the standard requires unsigned integers) or whether I made a mistake in one of the utility functions, or both. If it is indeed an issue with the handling of the integers, how would I go about taking care of the problem. I was able to resolve this when working on the 256-bit version of the adaptation by using mod 2^32 when working with numbers in the digestblock method. I attempted to do mod 2^64 and 2^63 with the 512-bit version and it does not correct the problem. I am stumped.
I should mention that I cannot use one of the many library implementations as I am using a sandboxed Lua that does not provide this access, which is why I need a pure lua implementation. Thanks in advance.
Unfortunately, after introducing integers in Lua 5.3 writing scripts for Lua becomes a more complicated task.
You must always think about transformations between integers and floating point numbers.
ALWAYS. Yes, that's boring.
One of your mistakes is an excellent example of this "dark corner of Lua".
local remainder = l % 256
s = string.char(remainder) .. s
--remove from l the bits we have already transformed
l = (l-remainder) / 256
Your value l is initially a 64-bit integer.
After cutting off its first byte l contains (64-8) = 56 bits, but now it's a floating point-number (with 53-bit precision, of course).
Possible solution: use l = l >> 8 or l = l // 256 instead of l = (l-remainder) / 256
Another mistake is using s264num(msg, i + (j - 1) * 4) instead of s264num(msg, i + (j - 1) * 8)
One more mistake is in the following line:
local extra = 128 - (len + 9) % 128
The correct code is
local extra = - (len + 17) % 128 + 8
(Please note that -a%m+b is not the same as b-a%m due to operator precedence)
After fixing these 3 mistakes your code works correctly.

"Bitwise AND" in Lua

I'm trying to translate a code from C to Lua and I'm facing a problem.
How can I translate a Bitwise AND in Lua?
The source C code contains:
if ((command&0x80)==0)
...
How can this be done in Lua?
I am using Lua 5.1.4-8
Implementation of bitwise operations in Lua 5.1 for non-negative 32-bit integers
OR, XOR, AND = 1, 3, 4
function bitoper(a, b, oper)
local r, m, s = 0, 2^31
repeat
s,a,b = a+b+m, a%m, b%m
r,m = r + m*oper%(s-a-b), m/2
until m < 1
return r
end
print(bitoper(6,3,OR)) --> 7
print(bitoper(6,3,XOR)) --> 5
print(bitoper(6,3,AND)) --> 2
Here is a basic, isolated bitwise-and implementation in pure Lua 5.1:
function bitand(a, b)
local result = 0
local bitval = 1
while a > 0 and b > 0 do
if a % 2 == 1 and b % 2 == 1 then -- test the rightmost bits
result = result + bitval -- set the current bit
end
bitval = bitval * 2 -- shift left
a = math.floor(a/2) -- shift right
b = math.floor(b/2)
end
return result
end
usage:
print(bitand(tonumber("1101", 2), tonumber("1001", 2))) -- prints 9 (1001)
Here's an example of how i bitwise-and a value with a constant 0x8000:
result = (value % 65536) - (value % 32768) -- bitwise and 0x8000
In case you use Adobe Lightroom Lua, Lightroom SDK contains LrMath.bitAnd() method for "bitwise AND" operation:
-- x = a AND b
local a = 11
local b = 6
local x = import 'LrMath'.bitAnd(a, b)
-- x is 2
And there are also LrMath.bitOr(a, b) and LrMath.bitXor(a, b) methods for "bitwise OR" and "biwise XOR" operations.
This answer is specifically for Lua 5.1.X
you can use
if( (bit.band(command,0x80)) == 0) then
...
in Lua 5.3.X and onwards it's very straight forward...
print(5 & 6)
hope that helped 😉

How can I fix this issue with my Mandelbrot fractal generator?

I've been working on a project that renders a Mandelbrot fractal. For those of you who know, it is generated by iterating through the following function where c is the point on a complex plane:
function f(c, z) return z^2 + c end
Iterating through that function produces the following fractal (ignore the color):
When you change the function to this, (z raised to the third power)
function f(c, z) return z^3 + c end
the fractal should render like so (again, the color doesn't matter):
(source: uoguelph.ca)
However, when I raised z to the power of 3, I got an image extremely similar as to when you raise z to the power of 2. How can I make the fractal render correctly? This is the code where the iterations are done: (the variables real and imaginary simply scale the screen from -2 to 2)
--loop through each pixel, col = column, row = row
local real = (col - zoomCol) * 4 / width
local imaginary = (row - zoomRow) * 4 / width
local z, c, iter = 0, 0, 0
while math.sqrt(z^2 + c^2) <= 2 and iter < maxIter do
local zNew = z^2 - c^2 + real
c = 2*z*c + imaginary
z = zNew
iter = iter + 1
end
So I recently decided to remake a Mandelbrot fractal generator, and it was MUCH more successful than my attempt last time, as my programming skills have increased with practice.
I decided to generalize the mandelbrot function using recursion for anyone who wants it. So, for example, you can do f(z, c) z^2 + c or f(z, c) z^3 + c
Here it is for anyone that may need it:
function raise(r, i, cr, ci, pow)
if pow == 1 then
return r + cr, i + ci
end
return raise(r*r-i*i, 2*r*i, cr, ci, pow - 1)
end
and it's used like this:
r, i = raise(r, i, CONSTANT_REAL_PART, CONSTANT_IMAG_PART, POWER)

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