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|
#!/usr/bin/env lua
-- Linus Romer, published 2018 under LPPL Version 1.3c
-- version 1.4 2019-06-18
abs = math.abs
acos = math.acos
asin = math.asin
atan = math.atan
cos = math.cos
exp = math.exp
e = math.exp(1)
log = math.log
pi = math.pi
sin = math.sin
sqrt = math.sqrt
tan = math.tan
huge = math.huge
-- just a helper for debugging:
local function printdifftable(t)
for i = 1,#t do
for j = 1, 6 do
if j < 5 then
io.write(t[i][j].." ")
else
if t[i][j] then
io.write("true ")
else
io.write("false ")
end
end
end
io.write("\n")
end
end
-- cube root defined for all real numbers x
function cbrt(x)
if x < 0 then
return -(-x)^(1/3)
else
return x^(1/3)
end
end
function sgn(x)
if x<0 then
return -1
elseif x>0 then
return 1
else
return 0
end
end
local function round(num, decimals)
local result = tonumber(string.format("%." .. (decimals or 0) .. "f", num))
if abs(result) == 0 then
return 0
else
return result
end
end
-- check if a point (x,y) satisfies xmin <= x <= xmax and ymin <= < <= ymax
local function is_in_window(x,y,xmin,xmax,ymin,ymax)
if x >= xmin and x <= xmax and y >= ymin and y <= ymax then
return true
else
return false
end
end
local function evaluate(s)
local tempfunc = assert(load("return " .. s))
return tempfunc()
end
-- 5-stencil method
-- return from a graph from f in the form {{x,y},...}
-- the derivatives in form {{x,y,dy/dx,ddy/ddx,extrema,inflection},...}
local function diffgraph(func,graph,h)
local dgraph = {}
local l = #graph
if l < 4 then -- this is not worth the pain...
for i = 1, l do
table.insert(dgraph,{graph[i][1],graph[i][2],0,0,false,false})
end
else
local yh = func(graph[1][1]-h)
local yhh = func(graph[1][1]-2*h)
if yhh > -math.huge and yhh < math.huge -- if defined at all
and yh > -math.huge and yh < math.huge then
dgraph[1] = {graph[1][1],graph[1][2],
(yhh-8*yh+8*graph[2][2]-graph[3][2])/(12*h),
(-yhh+16*yh-30*graph[1][2]+16*graph[2][2]-graph[3][2])
/(12*h^2)}
dgraph[2] = {graph[2][1],graph[2][2],
(yh-8*graph[1][2]+8*graph[3][2]-graph[4][2])/(12*h),
(-yh+16*graph[1][2]-30*graph[2][2]+16*graph[3][2]-graph[4][2])
/(12*h^2)}
else -- take neighbour values
dgraph[1] = {graph[1][1],graph[1][2],
(graph[1][2]-8*graph[2][2]+8*graph[4][2]-graph[5][2])/(12*h),
(-graph[1][2]+16*graph[2][2]-30*graph[3][2]
+16*graph[4][2]-graph[5][2])/(12*h^2)}
dgraph[2] = {graph[2][1],graph[2][2],
(graph[1][2]-8*graph[2][2]+8*graph[4][2]-graph[5][2])/(12*h),
(-graph[1][2]+16*graph[2][2]-30*graph[3][2]
+16*graph[4][2]-graph[5][2])/(12*h^2)}
end
for i = 3, l-2 do
table.insert(dgraph,{graph[i][1],graph[i][2],
(graph[i-2][2]-8*graph[i-1][2]+8*graph[i+1][2]-graph[i+2][2])
/(12*h),
(-graph[i-2][2]+16*graph[i-1][2]-30*graph[i][2]
+16*graph[i+1][2]-graph[i+2][2])
/(12*h^2)})
end
yh = func(graph[l][1]+h)
yhh = func(graph[l][1]+2*h)
if yhh > -math.huge and yhh < math.huge -- if defined at all
and yh > -math.huge and yh < math.huge then
dgraph[l-1] = {graph[l-1][1],graph[l-1][2],
(graph[l-3][2]-8*graph[l-2][2]+8*graph[l][2]-yh)/(12*h),
(-graph[l-3][2]+16*graph[l-2][2]-30*graph[l-1][2]
+16*graph[l][2]-yh)/(12*h^2)}
dgraph[l] = {graph[l][1],graph[l][2],
(graph[l-2][2]-8*graph[l-1][2]+8*yh-yhh)/(12*h),
(-graph[l-2][2]+16*graph[l-1][2]-30*graph[l][2]
+16*yh-yhh)/(12*h^2)}
else
-- take neighbour values
dgraph[l] = {graph[l][1],graph[l][2],
(graph[l-4][2]-8*graph[l-3][2]+8*graph[l-1][2]-graph[l][2])
/(12*h),
(-graph[l-4][2]+16*graph[l-3][2]-30*graph[l-2][2]
+16*graph[l-1][2]-graph[l][2])/(12*h^2)}
dgraph[l-1] = {graph[l-1][1],graph[l-2][2],
(graph[l-4][2]-8*graph[l-3][2]+8*graph[l-1][2]-graph[l][2])
/(12*h),
(-graph[l-4][2]+16*graph[l-3][2]-30*graph[l-2][2]
+16*graph[l-1][2]-graph[l][2])/(12*h^2)}
end
-- add information about being extremum / inflection point (true/false)
for i = 1, l do
dgraph[i][5] = false -- dy/dx == 0 ? default, may change later
dgraph[i][6] = false -- ddy/ddx == 0 ? default, may change later
end
for i = 1, l-1 do
-- if no gap is inbetween
if not (dgraph[i+1][1] - dgraph[i][1] > 1.5*h) then
-- check for dy/dx == 0
-- if not already determined as near dy/dx=0
if dgraph[i][3] == 0 then
if dgraph[i+1][3] == 0 then --take the later
dgraph[i+1][5] = true
dgraph[i][5] = false
else
dgraph[i][5] = true
end
elseif abs(dgraph[i][3]*dgraph[i+1][3])
~= dgraph[i][3]*dgraph[i+1][3] then -- this must be near
if abs(dgraph[i][4]) <= abs(dgraph[i+1][4]) then
dgraph[i][5] = true
else
dgraph[i+1][5] = true
end
end
-- check for ddy/ddx == 0
-- if not already determined as near ddy/ddx=0
if (not dgraph[i][6]) and (abs(dgraph[i][4]*dgraph[i+1][4])
~= dgraph[i][4]*dgraph[i+1][4]) then -- this must be near
if abs(dgraph[i][4]) <= abs(dgraph[i+1][4]) then
dgraph[i][6] = true
else
dgraph[i+1][6] = true
end
end
end
end
end
return dgraph
end
-- simplified diffgraph function, the function is derived only once
-- return from a graph from f in the form {{x,y},...}
-- the derivatives in form {{x,y,dy/dx},...}
-- we start with index 1 and then always jump indexjump to the next
-- index
local function diffgraphsimple(func,graph,h,indexjump)
local dgraph = {}
local l = math.floor((#graph-1)/indexjump)*indexjump+1
if l < 2 then -- this is not worth the pain...
dgraph = {graph[1][1],graph[1][2],0}
else
local yh = func(graph[1][1]-h)
local yhh = func(graph[1][1]-2*h)
if yhh > -math.huge and yhh < math.huge -- if defined at all
and yh > -math.huge and yh < math.huge then
dgraph[1] = {graph[1][1],graph[1][2],
(yhh-8*yh+8*graph[2][2]-graph[3][2])/(12*h)}
else -- take neighbour values
dgraph[1] = {graph[1][1],graph[1][2],
(graph[1][2]-8*graph[2][2]+8*graph[4][2]-graph[5][2])
/(12*h)}
end
for i = 1+indexjump, l-1, indexjump do
table.insert(dgraph,{graph[i][1],graph[i][2],
(graph[i-2][2]-8*graph[i-1][2]+8*graph[i+1][2]-graph[i+2][2])
/(12*h)})
end
yh = func(graph[l][1]+h)
yhh = func(graph[l][1]+2*h)
if yhh > -math.huge and yhh < math.huge -- if defined at all
and yh > -math.huge and yh < math.huge then
table.insert(dgraph,{graph[l][1],graph[l][2],
(graph[l-2][2]-8*graph[l-1][2]+8*yh-yhh)/(12*h)})
else
-- take neighbour values
table.insert(dgraph,{graph[l][1],graph[l][2],
(graph[l-4][2]-8*graph[l-3][2]+8*graph[l-1][2]-graph[l][2])
/(12*h)})
end
end
return dgraph
end
-- diffgraph for cubic function ax^3+bx^2+cx+d
-- returns the derivatives in form {{x,y,dy/dx,ddy/ddx},...}
-- if isinverse = true then the coordinates will be inversed
local function diffgraphcubic(graph,a,b,c,d,isinverse)
local dgraph = {}
local l = #graph
for i = 1, l do
if isinverse then
dgraph[#dgraph+1] = {graph[i][2],graph[i][1],c
+graph[i][2]*(2*b+3*a*graph[i][2]),6*a*graph[i][2]+2*b}
else
dgraph[#dgraph+1] = {graph[i][1],graph[i][2],c
+graph[i][1]*(2*b+3*a*graph[i][1]),6*a*graph[i][1]+2*b}
end
end
return dgraph
end
-- checks for 100 x, if the function given by funcstring
-- fits the graph g (up to maxerror) after filling in
-- the parameters a, b, c, d
-- if the graph is inverted, then isinverse has to be set true
local function do_parameters_fit(a,b,c,d,funcstring,funcgraph,maxerror,isinverse)
if not (a > -math.huge and a < math.huge and b > -math.huge and b < math.huge and
c > -math.huge and c < math.huge and d > -math.huge and d < math.huge) then
return false
end
local funcx = string.gsub(funcstring, "a", a)
local funcx = string.gsub(funcx, "b", b)
local funcx = string.gsub(funcx, "c", c)
local funcx = string.gsub(funcx, "d", d)
local func = assert(load("local x = ...; return "..funcx))
for i = 1, #funcgraph, math.max(1,math.floor(0.01*#funcgraph)) do
if isinverse then
if abs(func(funcgraph[i][2])-funcgraph[i][1])
> maxerror then
return false
end
else
if abs(func(funcgraph[i][1])-funcgraph[i][2])
> maxerror then
return false
end
end
end
return true
end
-- f(x)=a*x^3+b*x+c
local function parameters_cubic(xp,yp,xq,yq,xr,yr,xs,ys)
local a = (((xp^2 * xq) * yr) - ((xp^2 * xq) * ys)
- ((xp^2 * xr) * yq) + ((xp^2 * xr) * ys) + ((xp^2 * xs) * yq)
- ((xp^2 * xs) * yr) - ((xp * xq^2) * yr) + ((xp * xq^2) * ys)
+ ((xp * xr^2) * yq) - ((xp * xr^2) * ys) - ((xp * xs^2) * yq)
+ ((xp * xs^2) * yr) + ((xq^2 * xr) * yp) - ((xq^2 * xr) * ys)
- ((xq^2 * xs) * yp) + ((xq^2 * xs) * yr) - ((xq * xr^2) * yp)
+ ((xq * xr^2) * ys) + ((xq * xs^2) * yp) - ((xq * xs^2) * yr)
+ ((xr^2 * xs) * yp) - ((xr^2 * xs) * yq) - ((xr * xs^2) * yp)
+ ((xr * xs^2) * yq)) /
(((xp^3 * xq^2) * xr) - ((xp^3 * xq^2) * xs)
- ((xp^3 * xq) * xr^2) + ((xp^3 * xq) * xs^2)
+ ((xp^3 * xr^2) * xs) - ((xp^3 * xr) * xs^2)
- ((xp^2 * xq^3) * xr) + ((xp^2 * xq^3) * xs)
+ ((xp^2 * xq) * xr^3) - ((xp^2 * xq) * xs^3)
- ((xp^2 * xr^3) * xs) + ((xp^2 * xr) * xs^3)
+ ((xp * xq^3) * xr^2) - ((xp * xq^3) * xs^2)
- ((xp * xq^2) * xr^3) + ((xp * xq^2) * xs^3)
+ ((xp * xr^3) * xs^2) - ((xp * xr^2) * xs^3)
- ((xq^3 * xr^2) * xs) + ((xq^3 * xr) * xs^2)
+ ((xq^2 * xr^3) * xs) - ((xq^2 * xr) * xs^3)
- ((xq * xr^3) * xs^2) + ((xq * xr^2) * xs^3))
local b = ((((-xp^3) * xq) * yr) + ((xp^3 * xq) * ys)
+ ((xp^3 * xr) * yq) - ((xp^3 * xr) * ys) - ((xp^3 * xs) * yq)
+ ((xp^3 * xs) * yr) + ((xp * xq^3) * yr) - ((xp * xq^3) * ys)
- ((xp * xr^3) * yq) + ((xp * xr^3) * ys) + ((xp * xs^3) * yq)
- ((xp * xs^3) * yr) - ((xq^3 * xr) * yp) + ((xq^3 * xr) * ys)
+ ((xq^3 * xs) * yp) - ((xq^3 * xs) * yr) + ((xq * xr^3) * yp)
- ((xq * xr^3) * ys) - ((xq * xs^3) * yp) + ((xq * xs^3) * yr)
- ((xr^3 * xs) * yp) + ((xr^3 * xs) * yq) + ((xr * xs^3) * yp)
- ((xr * xs^3) * yq)) /
(((xp^3 * xq^2) * xr) - ((xp^3 * xq^2) * xs)
- ((xp^3 * xq) * xr^2) + ((xp^3 * xq) * xs^2)
+ ((xp^3 * xr^2) * xs) - ((xp^3 * xr) * xs^2)
- ((xp^2 * xq^3) * xr) + ((xp^2 * xq^3) * xs)
+ ((xp^2 * xq) * xr^3) - ((xp^2 * xq) * xs^3)
- ((xp^2 * xr^3) * xs) + ((xp^2 * xr) * xs^3)
+ ((xp * xq^3) * xr^2) - ((xp * xq^3) * xs^2)
- ((xp * xq^2) * xr^3) + ((xp * xq^2) * xs^3)
+ ((xp * xr^3) * xs^2) - ((xp * xr^2) * xs^3)
- ((xq^3 * xr^2) * xs) + ((xq^3 * xr) * xs^2)
+ ((xq^2 * xr^3) * xs) - ((xq^2 * xr) * xs^3)
- ((xq * xr^3) * xs^2) + ((xq * xr^2) * xs^3))
local c = (((xp^3 * xq^2) * yr) - ((xp^3 * xq^2) * ys)
- ((xp^3 * xr^2) * yq) + ((xp^3 * xr^2) * ys)
+ ((xp^3 * xs^2) * yq) - ((xp^3 * xs^2) * yr)
- ((xp^2 * xq^3) * yr) + ((xp^2 * xq^3) * ys)
+ ((xp^2 * xr^3) * yq) - ((xp^2 * xr^3) * ys)
- ((xp^2 * xs^3) * yq) + ((xp^2 * xs^3) * yr)
+ ((xq^3 * xr^2) * yp) - ((xq^3 * xr^2) * ys)
- ((xq^3 * xs^2) * yp) + ((xq^3 * xs^2) * yr)
- ((xq^2 * xr^3) * yp) + ((xq^2 * xr^3) * ys)
+ ((xq^2 * xs^3) * yp) - ((xq^2 * xs^3) * yr)
+ ((xr^3 * xs^2) * yp) - ((xr^3 * xs^2) * yq)
- ((xr^2 * xs^3) * yp) + ((xr^2 * xs^3) * yq)) /
(((xp^3 * xq^2) * xr) - ((xp^3 * xq^2) * xs)
- ((xp^3 * xq) * xr^2) + ((xp^3 * xq) * xs^2)
+ ((xp^3 * xr^2) * xs) - ((xp^3 * xr) * xs^2)
- ((xp^2 * xq^3) * xr) + ((xp^2 * xq^3) * xs)
+ ((xp^2 * xq) * xr^3) - ((xp^2 * xq) * xs^3)
- ((xp^2 * xr^3) * xs) + ((xp^2 * xr) * xs^3)
+ ((xp * xq^3) * xr^2) - ((xp * xq^3) * xs^2)
- ((xp * xq^2) * xr^3) + ((xp * xq^2) * xs^3)
+ ((xp * xr^3) * xs^2) - ((xp * xr^2) * xs^3)
- ((xq^3 * xr^2) * xs) + ((xq^3 * xr) * xs^2)
+ ((xq^2 * xr^3) * xs) - ((xq^2 * xr) * xs^3)
- ((xq * xr^3) * xs^2) + ((xq * xr^2) * xs^3))
local d = ((((xp^(3) * xq^(2)) * xr) * ys)
- (((xp^(3) * xq^(2)) * xs) * yr) - (((xp^(3) * xq) * xr^(2)) * ys)
+ (((xp^(3) * xq) * xs^(2)) * yr) + (((xp^(3) * xr^(2)) * xs) * yq)
- (((xp^(3) * xr) * xs^(2)) * yq) - (((xp^(2) * xq^(3)) * xr) * ys)
+ (((xp^(2) * xq^(3)) * xs) * yr) + (((xp^(2) * xq) * xr^(3)) * ys)
- (((xp^(2) * xq) * xs^(3)) * yr) - (((xp^(2) * xr^(3)) * xs) * yq)
+ (((xp^(2) * xr) * xs^(3)) * yq) + (((xp * xq^(3)) * xr^(2)) * ys)
- (((xp * xq^(3)) * xs^(2)) * yr) - (((xp * xq^(2)) * xr^(3)) * ys)
+ (((xp * xq^(2)) * xs^(3)) * yr) + (((xp * xr^(3)) * xs^(2)) * yq)
- (((xp * xr^(2)) * xs^(3)) * yq) - (((xq^(3) * xr^(2)) * xs) * yp)
+ (((xq^(3) * xr) * xs^(2)) * yp) + (((xq^(2) * xr^(3)) * xs) * yp)
- (((xq^(2) * xr) * xs^(3)) * yp) - (((xq * xr^(3)) * xs^(2)) * yp)
+ (((xq * xr^(2)) * xs^(3)) * yp)) /
(((xp^(3) * xq^(2)) * xr) -
((xp^(3) * xq^(2)) * xs) - ((xp^(3) * xq) * xr^(2))
+ ((xp^(3) * xq) * xs^(2)) + ((xp^(3) * xr^(2)) * xs)
- ((xp^(3) * xr) * xs^(2)) - ((xp^(2) * xq^(3)) * xr)
+ ((xp^(2) * xq^(3)) * xs) + ((xp^(2) * xq) * xr^(3))
- ((xp^(2) * xq) * xs^(3)) - ((xp^(2) * xr^(3)) * xs)
+ ((xp^(2) * xr) * xs^(3)) + ((xp * xq^(3)) * xr^(2))
- ((xp * xq^(3)) * xs^(2)) - ((xp * xq^(2)) * xr^(3))
+ ((xp * xq^(2)) * xs^(3)) + ((xp * xr^(3)) * xs^(2))
- ((xp * xr^(2)) * xs^(3)) - ((xq^(3) * xr^(2)) * xs)
+ ((xq^(3) * xr) * xs^(2)) + ((xq^(2) * xr^(3)) * xs)
- ((xq^(2) * xr) * xs^(3)) - ((xq * xr^(3)) * xs^(2))
+ ((xq * xr^(2)) * xs^(3)))
return a, b, c, d
end
-- f(x)=a*x+b
local function parameters_affine(xp,yp,xq,yq)
local a = (yp - yq) / (xp - xq)
local b = ((xp * yq) - (xq * yp)) / (xp - xq)
return a, b
end
-- what is the sum of the squared error
-- when comparing the bezier path
-- p.. control q and r .. s
-- with the graph g from index starti to endi
-- (looking at the points at roughly t=.33 and t=.67)
local function squareerror(f,g,starti,endi,qx,qy,rx,ry)
local result = 0
for t = .1, .9, .1 do
x = (1-t)^3*g[starti][1]+3*t*(1-t)^2*qx+3*t^2*(1-t)*rx+t^3*g[endi][1]
y = (1-t)^3*g[starti][2]+3*t*(1-t)^2*qy+3*t^2*(1-t)*ry+t^3*g[endi][2]
result = result + (y-f(x))^2
end
return result
end
-- converts a table with bezier point information
-- to a string with rounded values
-- the path is reversed, if rev is true
-- e.g. if bezierpoints = {{0,1},{2,3,4,5,6,7},{8,9,10,11,12,13}}
-- then
-- (0,1) .. controls (2,3) and (4,5) .. (6,7) .. controls
-- (8,9) and (10,11) .. (12,13)
-- will be returned
-- the notation "pgfplots" will change the notation to
-- YES: \addplot coordinates {(0,1) (6,7) (2,3) (4,5) (6,7) (12,13) (8,9) (10,11)}
-- NO: 0 1 \\ 6 7 \\ 2 3 \\ 4 5 \\ \\ 6 7 \\ 12 13 \\ 8 9 \\ 10 11 \\
-- As pgfplots does not connect the bezier segments
-- reverse paths are not implemented
local function beziertabletostring(bezierpoints,rndx,rndy,rev,notation)
local bezierstring = ""
local b = {{round(bezierpoints[1][1],rndx),round(bezierpoints[1][2],rndy)}} -- rounded and then
-- reduced points (if identical after rounding)
-- rounding
for i = 2, #bezierpoints do
-- check if x--coordinates are identical
if round(bezierpoints[i][#bezierpoints[i]-1],rndx) ~= b[#b][#b[#b]-1] then
b[#b+1] = {}
for j = 1, #bezierpoints[i] do
if j % 2 == 0 then -- x coordinate
b[#b][j] = round(bezierpoints[i][j],rndx)
else
b[#b][j] = round(bezierpoints[i][j],rndy)
end
end
end
end
if #b > 1 then -- if not empty or single point
-- check if bezierstring contains only straight lines
local onlystraightlines = true
for i = 1, #b do
if #b[i] > 2 then
onlystraightlines = false
break
end
end
if onlystraightlines then
if rev then
bezierstring = "(" .. b[#b][1] .. "," .. b[#b][2] ..")"
for i = #b-1, 1, -1 do
bezierstring = bezierstring ..
" -- (" .. b[i][1] .. "," .. b[i][2] ..")"
end
else
if notation == "pgfplots" then
bezierstring = "\\addplot coordinates {("
.. b[1][1] .. "," .. b[1][2] .. ") ("
.. b[2][1] .. "," .. b[2][2] .. ") ("
.. b[1][1] .. "," .. b[1][2] .. ") ("
.. b[2][1] .. "," .. b[2][2] .. ") }"
else -- notation = tikz
bezierstring = "(" .. b[1][1] .. "," .. b[1][2] ..")"
for i = 2, #b do
bezierstring = bezierstring ..
" -- (" .. b[i][1] .. "," .. b[i][2] ..")"
end
end
end
else
if rev then
bezierstring = "(" .. b[#b][#b[#b]-1] .. ","
.. b[#b][#b[#b]] ..")" -- initial point
for i = #b, 2, -1 do
if #b[i] >= 6 then -- cubic bezier spline
bezierstring = bezierstring .. " .. controls ("
.. b[i][3] .. "," .. b[i][4] ..") and ("
.. b[i][1] .. "," .. b[i][2] .. ") .. ("
.. b[i-1][#b[i-1]-1] .. "," .. b[i-1][#b[i-1]]..")"
else
bezierstring = bezierstring .. " ("
.. b[i-1][#b[i-1]-1] .. "," .. b[i-1][#b[i-1]] ..")"
end
end
else
if notation == "pgfplots" then
bezierstring = "\\addplot coordinates {"
for i = 1, #b-1 do
if #b[i+1] >= 6 then -- cubic bezier spline
bezierstring = bezierstring .. "("
.. b[i][#b[i]-1] .. "," .. b[i][#b[i]] .. ") ("
.. b[i+1][5] .. "," .. b[i+1][6] .. ") ("
.. b[i+1][1] .. "," .. b[i+1][2] .. ") ("
.. b[i+1][3] .. "," .. b[i+1][4] .. ") "
end
end
bezierstring = bezierstring .. "}"
else -- notation = tikz
bezierstring = "(" .. b[1][1] .. ","
.. b[1][2] ..")" -- initial point
for i = 2, #b do
if #b[i] >= 6 then -- cubic bezier spline
bezierstring = bezierstring .. " .. controls ("
.. b[i][1] .. "," .. b[i][2] ..") and ("
.. b[i][3] .. "," .. b[i][4] .. ") .. ("
.. b[i][5] .. "," .. b[i][6]..")"
else
bezierstring = bezierstring .. " ("
.. b[i][1] .. "," .. b[i][2] ..")"
end
end
end
end
end
end
return bezierstring
end
-- take end points of a graph g of the function f
-- (from indices starti to endi)
-- without extrema or inflection points inbetween
-- and try to approximate it with a cubic bezier curve
-- (round to rndx and rndy when printing)
-- if maxerror <= 0, the function will not be recursive anymore
local function graphtobezierapprox(f,g,starti,endi,maxerror)
local px = g[starti][1]
local py = g[starti][2]
local dp = g[starti][3]
local sx = g[endi][1]
local sy = g[endi][2]
local ds = g[endi][3]
-- we compute the corner point c, where the controls would meet
local cx = ((dp * px) - (ds * sx) - py + sy) / (dp - ds)
local cy = (dp * ((ds * px) - (ds * sx) - py + sy) / (dp - ds)) + py
-- now we slide q between p and c & r between s and c
-- and search for the best qx and best rx
local qx = px+.01*(cx-px)
local qy = py+.01*(cy-py)
local rx = sx+.01*(cx-sx)
local ry = sy+.01*(cy-sy)
local err = squareerror(f,g,starti,endi,qx,qy,rx,ry)
for i = 2, 99 do
for j = 2, 99 do
xa = px+i*.01*(cx-px)
ya = py+i*.01*(cy-py)
xb = sx+j*.01*(cx-sx)
yb = sy+j*.01*(cy-sy)
-- now check, if xa and xb fit better
-- than the last qx and rx did
-- (sum of squares must be smaller)
local newerror = squareerror(f,g,starti,endi,xa,ya,xb,yb)
if newerror < err then
qx = xa
qy = ya
rx = xb
ry = yb
err = newerror
end
end
end
if maxerror > 0 then
-- check if it is close enough: (recycling err, xa, ya)
err = 0
for t = .1, .9, .1 do
xa = (1-t)^3*g[starti][1]+3*t*(1-t)^2*qx+3*t^2*(1-t)*rx+t^3*g[endi][1]
ya = (1-t)^3*g[starti][2]+3*t*(1-t)^2*qy+3*t^2*(1-t)*ry+t^3*g[endi][2]
if abs(ya-f(xa)) > err then
err = abs(ya-f(xa))
err = abs(ya-f(xa))
end
end
if (err <= maxerror)
and qx > -math.huge and qx < math.huge
and qy > -math.huge and qy < math.huge
and rx > -math.huge and ry < math.huge
and sx > -math.huge and sy < math.huge
then
return {qx,qy,rx,ry,sx,sy}
else
-- search for an intermediate point where the graph has the same
-- slope as the line from the start point to the end point:
local interindex = math.floor(.5*starti+.5*endi) -- will change
for i = starti + 1, endi - 1 do
if abs(g[i][3]-(g[endi][2]-g[starti][2])
/(g[endi][1]-g[starti][1]))
< abs(g[interindex][3]-(g[endi][2]-g[starti][2])
/(g[endi][1]-g[starti][1])) then
interindex = i
end
end
local left = graphtobezierapprox(f,g,starti,interindex,maxerror)
local right = graphtobezierapprox(f,g,interindex,endi,maxerror)
for i=1, #right do --now append the right to the left:
left[#left+1] = right[i]
end
return left
end
elseif qx > -math.huge and qx < math.huge
and qy > -math.huge and qy < math.huge
and rx > -math.huge and ry < math.huge
and sx > -math.huge and sy < math.huge
then
return {qx,qy,rx,ry,sx,sy}
end
end
-- like above but exact for quadratic and cubic (if not inverse)
-- resp. exact for squareroot and cuberoot (if inverse)
local function graphtobezier(g,starti,endi,isinverse)
local px = g[starti][1]
local py = g[starti][2]
local dp = g[starti][3]
local sx = g[endi][1]
local sy = g[endi][2]
local ds = g[endi][3]
local qx = px+(sx-px)/3
local rx = px+2*(sx-px)/3
local qy = py+(qx-px)*dp
local ry = sy+(rx-sx)*ds
if isinverse then
return {qy,qx,ry,rx,sy,sx}
else
return {qx,qy,rx,ry,sx,sy}
end
end
-- main function
function bezierplot(functionstring,xminstring,xmaxstring,yminstring,ymaxstring,samplesstring,notation)
local fstringreplaced = string.gsub(functionstring, "%*%*", "^")
local f = assert(load("local x = ...; return " .. fstringreplaced))
local xmin = evaluate(xminstring)
local xmax = evaluate(xmaxstring)
local ymin = evaluate(yminstring)
local ymax = evaluate(ymaxstring)
local samples = evaluate(samplesstring)
local isreverse = false
if xmin > xmax then
isreverse = true
elseif xmin == xmax then
xmax = xmin + 10
end
xmin, xmax = math.min(xmin,xmax), math.max(xmin,xmax)
if ymin == ymax then
ymax = ymin + 10
end
ymin, ymax = math.min(ymin,ymax), math.max(ymin,ymax)
local xsteps = 50000
-- if samples < 2 the samples will be chosen as wisely as possible
local arbitrary_samples = true
if samples >= 2 then
arbitrary_samples = false
xsteps = (samples-1)*math.max(2,math.floor(xsteps/(samples-1)))
end
local xstep = (xmax-xmin)/xsteps
-- the output of the x coordinates will be rounded to rndx digits
local rndx = math.max(0,math.floor(5.5-log(xmax-xmin)/log(10)))
local xerror = abs(xmax-xmin)/(10^rndx)
-- the output of the y coordinates will be rounded to rndy digits
local rndy = math.max(0,math.floor(5.5-log(ymax-ymin)/log(10)))
local yerror = (ymax-ymin)/(10^rndy)
-- determine parts of the graph that are inside window
local graphs = {} -- graph split to the connected parts
local graph = {} -- graphs concatenated (needed for function type)
local outside = true -- value is outside window
local i = 0
local j = 0
local yminreal -- determine the real minimimum of the y coord.
local ymaxreal -- just decring
local yminrealfound = false
local ymaxrealfound = false
for n = 0, xsteps do
local x = xmin + n/xsteps*(xmax-xmin)
if n == xsteps then
x = xmax
end
local y = f(x)
if (y >= ymin-.1*yerror and ymin ~= -huge or y > ymin and ymin == -huge)
and (y <= ymax+.1*yerror and ymax ~= huge or y < ymax and ymax == huge)
then -- inside
if outside then -- if it was outside before
outside = false
j = 0
i = i + 1
graphs[i] = {}
end
j = j + 1
graphs[i][j] = {x,y}
graph[#graph+1] = {x,y}
if not yminrealfound or yminrealfound and y < yminreal then
yminreal = y
yminrealfound = true
end
if not ymaxrealfound or ymaxrealfound and y > ymaxreal then
ymaxreal = y
ymaxrealfound = true
end
else
outside = true
end
end
-- some redefinitions
if #graph ~= 0 and yminreal ~= ymaxreal then
ymin = yminreal
ymax = ymaxreal
rndy = math.max(0,math.floor(5.5-log(ymax-ymin)/log(10)))
yerror = (ymax-ymin)/(10^rndy)
end
-- check for the function type (for this, we need the concatenated
-- parts of the graph)
-- go through the connected parts
local functiontype = "unknown"
local a, b, c, d -- possible function parameter
-- check for affine functions:
local l = #graph
a, b = parameters_affine(graph[1][1],graph[1][2],
graph[l][1],graph[l][2])
if do_parameters_fit(a,b,0,0,"a*x+b",graph,yerror,false) then
functiontype = "affine"
else -- check for cubic functions (includes quadratic functions)
a, b, c, d = parameters_cubic(graph[1][1],graph[1][2],
graph[math.floor(l/3)][1],graph[math.floor(l/3)][2],
graph[math.floor(2*l/3)][1],graph[math.floor(2*l/3)][2],
graph[l][1],graph[l][2])
if do_parameters_fit(a,b,c,d,"a*x^3+b*x^2+c*x+d",graph,
yerror,false) then
functiontype = "cubic"
else -- check for cuberoot functions (includes squareroots)
a, b, c, d = parameters_cubic(graph[1][2],graph[1][1],
graph[math.floor(l/3)][2],graph[math.floor(l/3)][1],
graph[math.floor(2*l/3)][2],graph[math.floor(2*l/3)][1],
graph[l][2],graph[l][1])
if do_parameters_fit(a,b,c,d,"a*x^3+b*x^2+c*x+d",graph,
xerror,true) then
functiontype = "cuberoot"
end
end
end
local bezierpoints = {}
-- the bezier path (0,1) .. controls
-- (2,3) and (4,5) .. (6,7) .. controls
-- (8,9) and (10,11) .. (12,13)
-- will be stored as
-- bezierpoints={{0,1},{2,3,4,5,6,7},{8,9,10,11,12,13}}
if functiontype == "affine" then
if arbitrary_samples then
bezierpoints = {{graph[1][1],graph[1][2]},{graph[#graph][1],
graph[#graph][2]}}
else -- we can here savely assume that graphs has only one part,
-- therefore graphs[1]=graph
for i = 1, #graph, math.floor(xsteps/(samples-1)) do
bezierpoints[#bezierpoints+1] = {graph[i][1],graph[i][2]}
end
end
elseif functiontype == "cubic" then
local extrema_inflections = {} -- store the extrema and
-- inflection points for arbitrary samples
if arbitrary_samples then
if math.abs(a) < yerror*1e-10 then -- quadratic case (one extremum)
if is_in_window(-c/(2*b),(-c^2+4*b*d)/(4*b),xmin,xmax,
ymin,ymax) then
extrema_inflections = {{-c/(2*b),(-c^2+4*b*d)/(4*b)}}
end
else -- cubic case (two extrema and one inflection point)
-- we order the points with the help of sgn
-- check for first extrema
if is_in_window((-sgn(a)*sqrt(-3*a*c+b^2)-b)/(3*a),
(2*b^3+27*a^2*d-9*a*b*c+sqrt(b^2-3*a*c)*sgn(a)*
(2*b^2-6*a*c))/(27*a^2),xmin,xmax,ymin,ymax) then
extrema_inflections[#extrema_inflections+1] =
{(-sgn(a)*sqrt(-3*a*c+b^2)-b)/(3*a),(2*b^3+27*a^2*d-
9*a*b*c+sqrt(b^2-3*a*c)*sgn(a)*(2*b^2-6*a*c))/(27*a^2)}
end
-- check for inflection point (has to be inbetween)
if is_in_window(-b/(3*a),(2*b^3+27*a^2*d-9*a*b*c)
/(27*a^2),xmin,xmax,ymin,ymax) then
extrema_inflections[#extrema_inflections+1]={-b/(3*a),
(2*b^3+27*a^2*d-9*a*b*c)/(27*a^2)}
end
-- check for second extrema
if is_in_window((sgn(a)*sqrt(-3*a*c+b^2)-b)/(3*a),
(2*b^3+27*a^2*d-9*a*b*c+sqrt(b^2-3*a*c)*sgn(a)*
(-2*b^2+6*a*c))/(27*a^2),xmin,xmax,ymin,ymax) then
extrema_inflections[#extrema_inflections+1] =
{(sgn(a)*sqrt(-3*a*c+b^2)-b)/(3*a),(2*b^3+27*a^2*d-
9*a*b*c+sqrt(b^2-3*a*c)*sgn(a)*(-2*b^2+6*a*c))/(27*a^2)}
end
end
end
for part = 1, #graphs do
bezierpoints[#bezierpoints+1] = {graphs[part][1][1],
graphs[part][1][2]} -- initial points
local graphsamples = {}-- will be the graph reduced to the
-- samples (or the most important points)
local dg -- will be the differentiated graph
if arbitrary_samples then -- add extrema and inflection
-- points to the border points
graphsamples = {{graphs[part][1][1],
graphs[part][1][2]}}
for j = 1, #extrema_inflections do
if extrema_inflections[j][1] > math.min(
graphs[part][1][1] ,graphs[part][#graphs[part]][1])
and extrema_inflections[j][1] < math.max(
graphs[part][1][1] ,graphs[part][#graphs[part]][1])
then
graphsamples[#graphsamples+1] =
{extrema_inflections[j][1],
extrema_inflections[j][2]}
end
end
graphsamples[#graphsamples+1] =
{graphs[part][#graphs[part]][1],
graphs[part][#graphs[part]][2]}
else
for i = 1, #graphs[part], xsteps/(samples-1) do
graphsamples[#graphsamples+1] =
{graphs[part][i][1],graphs[part][i][2]}
end
end
dg = diffgraphcubic(graphsamples,a,b,c,d,false)
for i = 2, #dg do
bezierpoints[#bezierpoints+1] = graphtobezier(dg,i-1,i,false)
end
end
elseif functiontype == "cuberoot" then
local inflection = {} -- store the inflection point
if arbitrary_samples and math.abs(a) ~= 0
and is_in_window((2*b^3+27*a^2*d-9*a*b*c)/(27*a^2),-b/(3*a),
xmin,xmax,ymin,ymax) then
inflection = {(2*b^3+27*a^2*d-9*a*b*c)/(27*a^2),-b/(3*a)}
end
-- (there cannot be more than one part)
bezierpoints[#bezierpoints+1] = {graphs[1][1][1],
graphs[1][1][2]} -- initial points
local graphsamples = {}-- will be the graph reduced to the
-- samples (or the most important points)
local dg -- will be the differentiated graph
if arbitrary_samples then -- add inflection point (if exis.)
graphsamples = {{graphs[1][1][1],
graphs[1][1][2]}}
if #inflection > 0 and inflection[1] > math.min(
graphs[1][1][1],graphs[1][#graphs[1]][1])
and inflection[1] < math.max(
graphs[1][1][1],graphs[1][#graphs[1]][1])
then
graphsamples[#graphsamples+1] =
{inflection[1],inflection[2]}
end
graphsamples[#graphsamples+1] =
{graphs[1][#graphs[1]][1],
graphs[1][#graphs[1]][2]}
else
for i = 1, #graphs[1], xsteps/(samples-1) do
graphsamples[#graphsamples+1] =
{graphs[1][i][1],graphs[1][i][2]}
end
end
dg = diffgraphcubic(graphsamples,a,b,c,d,true)
for i = 2, #dg do
bezierpoints[#bezierpoints+1] = graphtobezier(dg,i-1,i,true)
end
else
---------- generic case (no special function) ----------------
if arbitrary_samples then
-- go through the connected parts
for part = 1, #graphs do
local dg = diffgraph(f,graphs[part],xstep)
--printdifftable(dg) -- for debugging
bezierpoints[#bezierpoints+1] = {dg[1][1],dg[1][2]}
local startindex = 1
for k = 2, #dg do
if dg[k][5] or dg[k][6] then -- extrema and inflection points
local tobeadded = graphtobezierapprox(
f,dg,startindex,k,10*yerror)
-- tobeadded may contain a multiple of 6 entries
-- e.g. {1,2,3,4,5,6,7,8,9,10,11,12}
for i = 1, math.floor(#tobeadded/6) do
bezierpoints[#bezierpoints+1] = {}
for j = 1, 6 do
bezierpoints[#bezierpoints][j] = tobeadded[(i-1)*6+j]
end
end
startindex = k
end
end
if startindex ~= #dg then -- if no special points inbetween
local tobeadded = graphtobezierapprox(f,dg,
startindex,#dg,10*yerror)
-- tobeadded may contain a multiple of 6 entries
-- e.g. {1,2,3,4,5,6,7,8,9,10,11,12}
for i = 1, math.floor(#tobeadded/6) do
bezierpoints[#bezierpoints+1] = {}
for j = 1, 6 do
bezierpoints[#bezierpoints][j] = tobeadded[(i-1)*6+j]
end
end
end
end
else -- fixed samples in the generic case
-- go through the connected parts
for part = 1, #graphs do
local dg = diffgraphsimple(f,graphs[part],xstep,
math.floor(0.5+xsteps/(samples-1)))
bezierpoints[#bezierpoints+1] = {dg[1][1],dg[1][2]} -- initial points
for i = 2, #dg do
bezierpoints[#bezierpoints+1] = graphtobezier(dg,i-1,i,false)
end
end
end
end
return beziertabletostring(bezierpoints,rndx,rndy,isreverse,notation)
end
-- main program --
if not pcall(debug.getlocal, 4, 1) then
--if debug.getinfo(3) == nil then
if #arg >= 1 then
local xmin = -5
local xmax = 5
if #arg >= 2 then
xmin = arg[2]
end
if #arg >= 3 then
xmax = arg[3]
end
local ymin = -5
local ymax = 5
if #arg >= 4 then
ymin = arg[4]
end
if #arg >= 5 then
ymax = arg[5]
end
local samples = 0
if #arg >= 6 then
samples = arg[6]
end
local notation = "tikz"
if #arg >= 7 then
notation = arg[7]
end
print(bezierplot(arg[1],xmin,xmax,ymin,ymax,samples,notation))
end
end
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