sequence-algorithms/figures/part2/needle.lua

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gap_penalty = 1
mismatch_penalty = 1
match_penalty = 0
function needle_matrix(seq1, seq2)
local n1 = string.len(seq1)
local n2 = string.len(seq2)
-- Create a n1 x n2 matrix
local matrix = {}
for i=0,n1 do
matrix[i] = {}
for j=0,n2 do
matrix[i][j] = 0
end
end
-- Fill first row and first column
for i=1,n1 do
matrix[i][0] = i * gap_penalty
end
for i=1,n2 do
matrix[0][i] = i * gap_penalty
end
-- Fill the rest of the matrix
local match, delete, insert
for i=1,n1 do
for j=1,n2 do
if string.sub(seq1, i, i) == string.sub(seq2, j, j) then
match = matrix[i-1][j-1] + match_penalty
else
match = matrix[i-1][j-1] + mismatch_penalty
end
delete = matrix[i-1][j] + gap_penalty
insert = matrix[i][j-1] + gap_penalty
matrix[i][j] = math.min(match, delete, insert)
end
end
return matrix
end
function draw_needle_matrix(seq1, seq2)
-- tex.print(string.format(" Path: %s -> %s", seq1, seq2))
matrix = needle_matrix(seq1, seq2)
n1 = string.len(seq1)
n2 = string.len(seq2)
-- Draw the matrix as tikz nodes
for i=0,n1-1 do
for j=0,n2-1 do
tex.print(string.format("\\node[draw, minimum width=1cm, minimum height=1cm] at (%d, -%d) {};", i, j, matrix[i][j]))
end
end
-- Draw the sequence labels
for i=1,n1 do
tex.print(string.format("\\node at (%d, -%d) {%s};", i-1, -1, string.sub(seq1, i, i)))
end
for i=1,n2 do
tex.print(string.format("\\node at (%d, -%d) {%s};", -1, i-1, string.sub(seq2, i, i)))
end
-- Add a path from the bottom right corner to the top left corner, following the minimum of the three possible moves at each step
local i, j, value, previous_value
i = n1-1
j = n2-1
tex.print(string.format("\\draw[-,line width=2, gray] (%d, -%d) --", i, j))
while i > 0 and j > 0 do
value = math.min(matrix[i-1][j-1], table[i-1][j], table[i][j-1])
if value == matrix[i-1][j-1] then
i = i - 1
j = j - 1
elseif value == matrix[i-1][j] then
i = i - 1
else
j = j - 1
end
tex.print(string.format(" (%d, -%d) -- ", i, j))
end
tex.print(string.format("(0, 0) -- (-1, 1);", i, j))
end
local function has_value (tab, val)
for index, value in ipairs(tab) do
if value == val then
return true
end
end
return false
end
function sub(a, b)
if (a==b) then
return match_penalty
else
return mismatch_penalty
end
end
-- Returns true if it could have passed from k, l, to i, j
-- during dynamic programming matrix building
function check_path(matrix, i, j, k, l, seq1, seq2)
-- diagonal
if ((i == k + 1) and (j == l + 1)) then
if (matrix[i][j] == matrix[k][l] + sub(string.sub(seq1, i, i), string.sub(seq2, j, j))) then
return true
end
elseif (matrix[i][j] == matrix[k][l] + 1) then
return true
end
return false
end
function draw_needle_matrix_graph(seq1, seq2)
local matrix = needle_matrix(seq1, seq2)
local tikz_code = ""
function coordinate(i, j)
return i .. "_" .. j
end
local steps = {
{-1, -1},
{-1, 0},
{0, -1}
}
local n1 = string.len(seq1)
local n2 = string.len(seq2)
local path = {}
local i = n1
local j = n2
while i >= 0 and j >= 0 do
path[#path+1] = coordinate(i, j)
local min = matrix[i][j]
local min_step = steps[1]
for index, step in ipairs(steps) do
local k = i + step[1]
local l = j + step[2]
if k >= 0 and l >= 0 and check_path(matrix, i, j, k, l, seq1, seq2) then
min_step = step
min = matrix[k][l]
break
end
end
i = i + min_step[1]
j = j + min_step[2]
-- print(i, j)
end
-- Draw the matrix as tikz node with matrix value
for i=0,n1 do
for j=0,n2 do
local options = ""
if has_value(path, coordinate(i, j)) then
options = "[fill=gray, draw, minimum size=1]"
end
tikz_code = tikz_code .. "\\node" .. options .. " (" .. coordinate(i, j) .. ") at (" .. i .. ", " .. -j .. ")" .. " {" .. matrix[i][j] .. "};"
end
end
-- Add nucleotide labels
for i=1,n1 do
local nt = string.sub(seq1, i, i)
tikz_code = tikz_code .. "\\node at (".. i .. "," .. 1 .. ")" .. "{$" .. nt .."$};"
end
for i=1,n2 do
local nt = string.sub(seq2, i, i)
tikz_code = tikz_code .. "\\node at (" .. -1 .. ", " .. -i .. ")" .. "{$ ".. nt .."$};"
end
-- For seq2
for i=0,n1 do
for j=0,n2 do
local min = math.huge
for index, step in ipairs(steps) do
local k = i + step[1]
local l = j + step[2]
if k >= 0 and l >= 0 and matrix[k][l] < min then
min = matrix[k][l]
end
end
-- local highlighted = false
for index, step in ipairs(steps) do
local k = i + step[1]
local l = j + step[2]
if k >= 0 and l >= 0 and check_path(matrix, i, j, k, l, seq1, seq2) then
tikz_code = tikz_code .. "\\draw[->] (" .. coordinate(i, j) .. ")" .. " -- " .. "(" .. coordinate (k, l) .. ");"
end
end
end
end
return tikz_code
end
-- print(draw_needle_matrix_graph("ATGC", "TAGCGA"))
return {
draw=draw_needle_matrix_graph,
gap_penalty=gap_penalty,
mismatch_penalty=mismatch_penalty,
match_penalty=match_penalty,
needle_matrix=needle_matrix,
sub=sub
}