tag.lua

require("util")
tag = {"新手", "资深干员", "高级资深干员", "远程位", "近战位",
       "先锋干员", "狙击干员", "医疗干员", "术师干员",
       "近卫干员", "重装干员", "辅助干员", "特种干员", "治疗",
       "支援", "输出", "群攻", "减速", "生存", "防护", "削弱",
       "位移", "控场", "爆发", "召唤", "快速复活", "费用回复",
       "支援机械"}
-- tagw = table.concat(tag)
tagw =
  "位先减出击削助医卫发召员唤回场复存师干弱快战手护控援支攻新术机械治活深爆特狙生用疗种移程级群装费资辅输近远速重锋防高"

-- https://www.taptap.com/topic/5828806 5月1日
tag4 = [[
  支援机械：5星
  资深干员：5星
  高级资深干员：6星
  -
  近战位+支援：杜宾（4星）、凛冬（5星）、诗怀雅（5星）
  近战位+减速：霜叶（4星）、食铁兽（5星）
  近战位+控场：德克萨斯（5星）、红（5星）
   -
  远程位+生存：杰西卡（4星）
  远程位+支援：白面鸮（5星）、华法琳（5星）
  远程位+控场：梅尔（5星）
   -
  输出+防护：雷蛇（5星）、火神（5星）
  输出+重装：雷蛇（5星）、火神（5星）
  输出+辅助：真理（5星）
  输出+特种：狮蝎（5星）、崖心（5星）
  输出+支援：杜宾（4星）、诗怀雅（5星）
  输出+削弱：夜烟（4星）、流星（4星）
  输出+减速：霜叶（4星）、真理（5星）
  输出+位移：崖心（5星）
  输出+治疗：夜魔（5星）
   -
  防护+特种：砾（4星）
  防护+位移：可颂（5星）
  防护+输出：雷蛇（5星）、火神（5星）
  防护+生存：火神（5星）
  -
  生存+远程：杰西卡（4星）
  生存+狙击：杰西卡（4星）
  生存+特种：狮蝎（5星）
   -
  治疗+支援：白面鸮（5星）、华法琳（5星）
  治疗+术师：夜魔（5星）
  治疗+输出：夜魔（5星）
  治疗+减速：夜魔（5星）
   -
  支援：杜宾（4星）、白面鸮（5星）、华法琳（5星）、凛冬（5星）、诗怀雅（5星）
  支援+先锋：凛冬（5星）
  支援+费用回复：凛冬（5星）
  支援+近卫：杜宾（4星）、诗怀雅（5星）
  支援+医疗：白面鸮（5星）、华法琳（5星）
  支援+治疗：白面鸮（5星）、华法琳（5星）
  支援+近战：杜宾（4星）、凛冬（5星）、诗怀雅（5星）
  支援+远程：白面鸮（5星）、华法琳（5星）
  支援+输出：杜宾（4星）、诗怀雅（5星）
   -
  快速复活：砾（4星）、红（5星）
  快速复活+控场：红（5星）
  快速复活+防护：砾（4星）
   -
  群攻+削弱：陨星（5星）
  群攻+减速：白雪（4星）、格雷伊（4星）
   -
  召唤：梅尔（5星）
   -
  削弱：夜烟（4星）、流星（4星）、初雪（5星）、陨星（5星）
  削弱+狙击：流星（4星）、陨星（5星）
  削弱+术师：夜烟（4星）
  削弱+辅助：初雪（5星）
  削弱+输出：夜烟（4星）、流星（4星）
  削弱+群攻：陨星（5星）
   -
  减速+狙击：白雪（4星）
  减速+近卫：霜叶（4星）
  减速+术师：夜魔（5星）、格雷伊（4星）
  减速+特种：食铁兽（5星）
  减速+近战：霜叶（4星）、食铁兽（5星）
  减速+输出：霜叶（4星）、真理（5星）
  减速+群攻：白雪（4星）、格雷伊（4星）
  减速+治疗：夜魔（5星）
  减速+位移：食铁兽（5星）
   -
  控场：德克萨斯（5星）、红（5星）、梅尔（5星）
  控场+先锋：德克萨斯（5星）
  控场+费用回复：德克萨斯（5星）
  控场+特种：红（5星）
  控场+辅助：梅尔（5星）
  控场+近战：德克萨斯（5星）、红（5星）
  控场+远程：梅尔（5星）
  控场+快速复活：红（5星）
   -
  位移：暗索（4星）、阿消（4星）、崖心（5星）、食铁兽（5星）、可颂（5星）
  位移+重装：可颂（5星）
  位移+特种：暗索（4星）、阿消（4星）、崖心（5星）、食铁兽（5星）
  位移+输出：崖心（5星）
  位移+防护：可颂（5星）
  位移+减速：食铁兽（5星）
   -
  爆发：守林人（5星）
   -
  狙击+削弱：流星（4星）、陨星（5星）
  狙击+减速：白雪（4星）
  狙击+爆发：守林人（5星）
  狙击+生存：杰西卡（4星）
   -
  术师+削弱：夜烟（4星）
  术师+治疗：夜魔（5星）
  术师+减速：夜魔（5星）、格雷伊（4星）
   -
  先锋+支援：凛冬（5星）
  先锋+控场：德克萨斯（5星）
  费用回复+支援：凛冬（5星）
  费用回复+控场：德克萨斯（5星）
   -
  近卫+减速：霜叶（4星）
  近卫+支援：杜宾（4星）、诗怀雅（5星）
   -
  重装+位移：可颂（5星）
  重装+输出：雷蛇（5星）、火神（5星）
  重装+生存：火神（5星）
   -
  医疗+支援：白面鸮（5星）、华法琳（5星）
   -
  辅助+削弱：初雪（5星）
  辅助+输出：真理（5星）
  辅助+控场：梅尔（5星）
   -
  特种：砾（4星）、暗索（4星）、阿消（4星）、红（5星）、狮蝎（5星）、崖心（5星）、食铁兽（5星）
  特种+输出：狮蝎（5星）、崖心（5星）
  特种+防护：砾（4星）
  特种+生存：狮蝎（5星）
  特种+减速：食铁兽（5星）
  特种+控场：红（5星）
  特种+位移：暗索（4星）、阿消（4星）、崖心（5星）、食铁兽（5星）
]]
-- parse to key:value
tagk = {}
tagv = {}
for k, v in tag4:gmatch('([^\r\n%s]+)：([^\r\n%s]+)') do
  local t = {}
  for i in k:gmatch("[^%+]+") do
    i = table.find(tag, function(x) return x:startsWith(i) end)
    if not i then log('tag map error', k) end
    insert(t, tag[i])
  end
  -- ignore duplication
  flag = true
  for k, v in pairs(tagk) do
    if #v == #t and
      not table.any(v, function(x) return not table.includes(t, x) end) then
      flag = false
      break
    end
  end
  if flag then
    -- log(t)
    insert(tagk, t)
    insert(tagv, v)
  end
end
-- for k, v in pairs(tagk) do log(v) end

-- return bottom/right blank line num
detect_blank_line = function(s, ah, aw)
  local flag = true
  local bza = 0 -- bottom zero line num
  local rza = 0 -- right zero line num
  for i = ah, 1, -1 do
    for j = 1, aw do
      if s[(i - 1) * aw + j] then
        flag = false
        break
      end
    end
    if not flag then break end
    bza = bza + 1
  end
  flag = true
  for j = aw, 1, -1 do
    for i = 1, ah do
      if s[(i - 1) * aw + j] then
        flag = false
        break
      end
    end
    if not flag then break end
    rza = rza + 1
  end
  return {bza, rza}
end

fm_blank_line = {}
-- x: binary image
-- out: string
ocr = function(x)
  -- bounding box of whole text
  local h_noise_max = 6
  local w_noise_max = h_noise_max * 2
  local h, w = #x, #x[1]
  local hs = {0}
  local ws = {0}
  repeat_last(hs, w - 1)
  repeat_last(ws, h - 1)
  for i = 1, h do
    for j = 1, w do
      hs[j] = hs[j] + x[i][j]
      ws[i] = ws[i] + x[i][j]
    end
  end
  for i = 1, w do if hs[i] < h_noise_max then hs[i] = 0 end end
  for i = 1, h do if ws[i] < w_noise_max then ws[i] = 0 end end
  local top = 1
  local left = 1
  local bottom = h
  local right = w
  while ws[top] == 0 do top = top + 1 end
  while ws[bottom] == 0 do bottom = bottom - 1 end
  while hs[left] == 0 do left = left + 1 end
  while hs[right] == 0 do right = right - 1 end
  -- single word size
  local bh = 45
  local bw = 31
  local ah = 30
  local aw = 28
  local result = ''
  -- loop each word
  if bottom <= top or right <= left then return result end
  -- offset
  local of = {{-1, -1}, {-1, 0}, {-1, 1}, {0, -1}, {0, 0}, {0, 1}, {1, -1},
              {1, 0}, {1, 1}}
  of = {{-2, -2}, {-2, -1}, {-2, -0}, {-2, 1}, {-2, 2}, {-1, -2}, {-1, -1},
        {-1, -0}, {-1, 1}, {-1, 2}, {-0, -2}, {-0, -1}, {-0, -0}, {-0, 1},
        {-0, 2}, {1, -2}, {1, -1}, {1, -0}, {1, 1}, {1, 2}, {2, -2}, {2, -1},
        {2, -0}, {2, 1}, {2, 2}}
  -- of = {{-1, 0}, {0, 0}, {-2, 0}}
  of = {{0, 0}}
  local cps = 1 -- compare point step
  local s, t, a, t1, err_min_total, target, err_min, err, dx, dy, cx, cy, ofa,
        ofb, bza, bzb, rza, rzb, flag

  for i = top, bottom - math.floor(ah / 2), bh do
    for j = left, right - math.floor(aw / 2), bw do
      t = {}
      a = false
      t1 = '\n'
      for k = 0, ah - 1 do
        for l = 0, aw - 1 do
          a = x[i + k][j + l] == 1 and true or false
          insert(t, a)
          -- t1 = t1 .. x[i + k][j + l]
        end
        -- t1 = t1 .. '\n'
      end
      -- log(t1)
      if #t ~= #fm.辅 then
        log("error: single word size error ", #t)
        lua_exit()
      end
      -- match bottom line of s and t
      bzb, rzb = unpack(detect_blank_line(t, ah, aw))
      -- cache blank of fm
      if not fm_blank_line.辅 then
        for k, v in pairs(fm) do
          fm_blank_line[k] = detect_blank_line(v, ah, aw)
        end
      end
      -- calulate sum
      t1 = 0
      for k = 1, #t do if t[k] then t1 = t1 + 1 end end
      if t1 < 4 * aw then
        target = ""
      else
        -- loop each target
        err_min_total = 0x3f3f3f3f
        for k, v in pairs(fm) do
          -- calculator similarity
          err_min = 0
          s = fm[k]
          bza, rza = unpack(fm_blank_line[k])
          -- loop each offset
          for l = 1, #of do
            err = 0
            dx, dy = of[l][1] - bzb + bza, of[l][2] - rzb + rza
            for ki = 1, ah - bza, cps do
              for kj = 1, aw - rza, cps do
                cx, cy = dx + ki, dy + kj
                if not (cx < 1 or cx > ah or cy < 1 or cy > aw) then
                  ofa = (ki - 1) * aw + kj
                  ofb = (cx - 1) * aw + cy
                  if s[ofa] ~= t[ofb] then err = err + 1 end
                end
              end
            end
            err_min = err_min + err
          end
          if err_min_total > err_min then
            err_min_total = err_min
            target = k
          end
        end
      end
      result = result .. target
    end
  end
  return result
end

create_font_map = function()
  local t = binarizeImage({
    rect = {0, 500, 700, 1000},
    diff = {"0xffffff-0x444444"},
  })
  ocr(t)
end

-- created tag map
fm = {
  位 = "000000000000000001100000000000000011000000011110000000000000011110000000111000000000000001111000000011110000000000001111000000001111000000000000111100000000111000000000000111100111111111111111111000011110011111111111111111100011111001111111111111111110011111100011111111111111110001111110000000000000000000001111111000011110000001111000111111100001111000000111100011111110000111100000011110001111111000001110000001111000010111100000111000000111000000011110000011110000011100000001111000001111000001110000000111100000111100001111000000011110000011110000111100000001111000001111000011100000000111100000011100001110000000011110000001110000111000000001111000000111000111100000000111100000000000011110000000011110011111111111111111100001111011111111111111111111000111101111111111111111111100011110111111111111111111110001111000000000000000000000",
  先 = "000000000000000000000000000000000110000011100000000000000000111100001110000000000000000011110000111000000000000000001111000011100000000000000000111111111111111111111000000111111111111111111111100000011111111111111111111110000011111111111111111111111000001111000000111000000000000001111000000011100000000000000111100000001110000000000000000100000000111000000000000000000000000011100000000000001111111111111111111111111110111111111111111111111111111011111111111111111111111111101111111111111111111111111110000000011110000111100000000000000001111000011110000000000000000111000001111000000000000000111100000111100000000000000011110000011110000000000000011111000001111000001110000011111000000111100000111100011111000000011110000011100111111100000000111100011110111111100000000011111111111011111100000000001111111111100111000000000000011111111000",
  减 = "000000000000000000111000000000000000000000000011101110000000000000000000001110111100110000000000000000111001111011100000000000000011100011001110000000000000001111001100111100111111111111111111111101110011111111111111111111110111101111111111111111111111011110111100000000111100000000111011110111111101110001000010001111111111110111001110000000111111111111011100111000000011110000000001110011100000001111000000000111011110000000111101111111011101110000100011110111111101111111000011101111011111110111111100001110111001100011011111100001111011100110001101111110000111001110011000110011110000011100111001100011001111000011110011100111111100111000101111001110011111110111100011111001111001111111111111011111100111000110000111111101111110011100000000111101111111110011110000000111100011111001001110000000011100001111100000011000000000100000011100",
  出 = "000000000000000000000000000000000000000111100000000000000000000000011110000000000000000111000001111000000111100000111100000111100000011110000011110000011110000001111000001111000001111000000111100000111100000111100000011110000011110000011110000001111000001111000001111000000111100000111100000111100000011110000011111111111111111111111000001111111111111111111111100000111111111111111111111110000011111111111111111111111000000000000001111000000000000000000000000111100000000000000111100000011110000000111100011110000001111000000011110001111000000111100000001111000111100000011110000000111100011110000001111000000011110001111000000111100000001111000111100000011110000000111100011110000001111000000011110001111111111111111111111111000111111111111111111111111100011111111111111111111111110001111111111111111111111111000000000000000000000000111100",
  击 = "000000000000000000000000000000000000000011110000000000000000000000001111000000000000000000000000111100000000000000000000000011110000000000000011111111111111111111111000001111111111111111111111100000111111111111111111111110000011111111111111111111111000000000000000111100000000000000000000000011110000000000000000000000001111000000000000111111111111111111111111111011111111111111111111111111101111111111111111111111111110111111111111111111111111111000000000000011110000000000000000000000001111000000000000001111000000111100000111100000111100000011110000011110000011110000001111000001111000001111000000111100000111100000111100000011110000011110000011110000001111000001111000001111000000111100000111100000111111111111111111111110000011111111111111111111111000001111111111111111111111100000111111111111111111111110000000000000000000000001111000",
  削 = "000000000000000000000000000000000111100000000000000111101100011110011110000000011110111001111001111000000001111011100111100111100110000111101111011110011100111100011110111101111011110011110001111001110111101110001111000111100110011110011000111100011110010001111000000011110001111011111111111111001111000111101111111111111100111100011110111111111111110011110001111011110000001111001111000111101111000000111100111100011110111111111111110011110001111011111111111111001111000111101111111111111100111100011110111100000011110011110001111011110000001111001111000111101111111111111100111100011110111111111111110011110001111011111111111111000000000111101111000000111100000000011110111100000011110000000001111011110000001111000000000111101111000000111100001111111110111100011111110000111111110011110001111110000011111111000111000011110000000111110000",
  助 = "000000000000000000000000000000000000000000000111000000000111111111110000011100000000011111111111000001110000000001111111111100000111000000000111100011110000011100000000011100001111000001110000000001110000111100001111100000000111000011110111111111111110011111111111011111111111111001111111111101111111111111100111111111110000111100011110011100001111000011110001111001110000111100001111000111100111000011110000111100011110011111111111000011110001111001111111111100001111000111100111111111110000111000011110011100001111000111100001111001110000111100011110000111100111000011111001111000011110011100011111101111000001111001111111111111111100000111101111111111111111110000011100111111111110111110000001110011111110000011110000001111001110000000011111000000111100000000000011111000111111110000000000001111000011111110000000000000011000000111110000",
  医 = "000000000000000000000000000000000000000000000000000000000111111111111111111111111110011111111111111111111111111001111111111111111111111111100111111111111111111111111110011100000111000000000000000001110000011110000000000000000111000011110000000000000000011100001111111111111111100001110001111111111111111110000111001111111111111111111000011100111100001111000000000001110000100000111100000000000111000000000011110000000000011101111111111111111111110001110111111111111111111111000111011111111111111111111100011100000000011111000000000001110000000011111111000000000111000000011111111110000000011100000011111001111110000001110001111111000011111100000111001111111000000011111000011100011110000000000111000001110001100000000000001000000111111111111111111111111111011111111111111111111111111101111111111111111111111111110111111111111111111111111110",
  卫 = "000000000000000000000000000000000000000000000000000000000000000000000000000000000000011111111111111111111111100001111111111111111111111110000111111111111111111111111000011111111111111111111111100000000000001111000000001110000000000000111100000000111000000000000011110000000011100000000000001111000000001110000000000000111100000000111000000000000011110000000011100000000000001111000000001110000000000000111100000000111000000000000011110000000011100000000000001111001111111110000000000000111100011111111000000000000011110001111111000000000000001111000011100000000000000000111100000000000000000000000011110000000000000000000000001111000000000000000000000000111100000000000000000000000011110000000000000000000000001111000000000000001111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111110",
  发 = "000000000000100000000000000000000100000111110000110000000000111100011111000111100000000011110001111000011111000000011111000111100000111110000001111000011110000001111000000111100001111000000010000000111111111111111111111111100111111111111111111111111110011111111111111111111111111000111111111111111111111111100000000001111100000000000000000000000111100000000000000000000000111111111111111000000000000011111111111111111000000000001111111111111111100000000001111111111111111110000000001111111000000011110000000000111111100000011111000000000111111111000011111000000000111110011110001111000000000111111001111111111100000000111111000011111111100000000111111000000111111100000000111111000000111111111000000011111000001111111111111000001111000111111111111111111100010000111111111000111111111100000011111110000000111111100000000111000000000000011110",
  召 = "000000000000000000000000000000000000000000000000000000000000000000000000000000000000011111111111111111111111100001111111111111111111111110000111111111111111111111111000000000000111100000000111100000000000011110000000011110000000000011111000000001111000000000011111000000000111100000000011111000000000011110000000011111100000000011110000000111111100000111111111000001111111100000001111111100001111111100000000111111100000111111000000000000000000000011111000000000000000000000000101111111111111111111110000000111111111111111111111000000011111111111111111111100000001111000000000000011110000000111100000000000001111000000011110000000000000111100000001111000000000000011110000000111100000000000001111000000011110000000000000111100000001111111111111111111110000000111111111111111111111000000011111111111111111111100000001111000000000000011110000",
  员 = "000000000000000000000000000000000000000000000000000000000000111111111111111111110000000011111111111111111111000000001111111111111111111100000000111000000000000011110000000011100000000000001111000000001111000000000000111100000000111111111111111111110000000011111111111111111111000000001111111111111111111100000000000000000000000000000000000000000000000000000000000000111111111111111111111110000011111111111111111111111000001111111111111111111111100000111100000000000000011110000011110000000000000001111000001111000001111000000111100000111100000111100000011110000011110000011110000001111000001111000001111000000111100000111100000111100000011110000011110000111110000001111000000111000111110011110000000000000001111110011111111000000000111111110001111111111000111111111110000000111111111001111111100000000000011111100111111000000000000000011100",
  唤 = "000000000000000000000000000000000000000000111100000000000000000000000111100000000000000000000000011111111111000011111111000011111111111110001111111100011111111111111000111111110001111000001111000011100111001111000001111100001110011111111100000111100000111001110111111111111111110011100111001111111111111111001110011100011111111111111100111001110001110001110011110011100111000111000111001111001110011100011100011100111100111001110001110011110011110011100111000111001111001111001110011100011100111100111100111001110111111111111111111011100111011111111111111111101111111101111111111111111110111111110000000111110000000011111111000000111111100000001110000000000111111111000000111000000000111110011110000011100000000111110001111110000000000000111110000011111100000000001111110000000111111100000000111110000000000111100000000001100000000000001100",
  回 = "000000000000000000000000000000000000000000000000000000001111111111111111111111111110111111111111111111111111111011111111111111111111111111101111111111111111111111111110111100000000000000000001111011110000000000000000000111101111000000000000000000011110111100011111111111110001111011110001111111111111000111101111000111111111111100011110111100011110000011110001111011110001111000001111000111101111000111100000111100011110111100011110000011110001111011110001111000001111000111101111000111100000111100011110111100011111111111110001111011110001111111111111000111101111000111111111111100011110111100000000000000000001111011110000000000000000000111101111000000000000000000011110111100000000000000000001111011111111111111111111111111101111111111111111111111111110111111111111111111111111111011111000000000000000001111101111000000000000000000011110",
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  复 = "000000000000000000000000000000000111100000000000000000000000111100000000000000000000000011111111111111111111111000011111111111111111111111100011111111111111111111111110011111000000000000000000000011111000000000000000000000001111111111111111111111110000111011111111111111111111000001001111000000000000111100000000111100000000000011110000000011111111111111111111000000001111111111111111111100000000111100000000000001110000000011110000000000001111000000001111111111111111111100000000111111111111111111110000000000011110000000000000000000000011111111111111111000000000111111111111111111110000000111111111111111111110000001111111110000000111110000000111100111110001111110000000001100001111111111110000000000000000011111111110000000000000011111111111111111110000111111111111111111111111111111111111111000000111111111101111110000000000000000111100",
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}
-- string to bool table
for k, v in pairs(fm) do
  fm[k] = {}
  local a = false
  for i = 1, #v do
    a = v:sub(i, i) == '1' and true or false
    insert(fm[k], a)
  end
end