WorkBench.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 51,
   "metadata": {},
   "outputs": [],
   "source": [
    "# pip3 install -r requirements.txt\n",
    "\n",
    "import freetype\n",
    "from PIL import Image, ImageDraw\n",
    "from io import StringIO\n",
    "import os"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Preset: 16x15\n",
    "face = freetype.Face('SourceHanSansSC-VF.otf')\n",
    "face.set_pixel_sizes(17,15)\n",
    "face.set_var_design_coords((300,))\n",
    "\n",
    "FB_W = 16\n",
    "FB_H = 15\n",
    "FB_W_HALF = FB_W // 2\n",
    "OUT_FILE_NAME = 'font16x15.4FN'\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Preset: 12x12\n",
    "face = freetype.Face('SourceHanSansSC-VF.otf')\n",
    "face.set_pixel_sizes(12,12)\n",
    "face.set_var_design_coords((300,))\n",
    "\n",
    "FB_W = 12\n",
    "FB_H = 12\n",
    "FB_W_HALF = FB_W // 2\n",
    "OUT_FILE_NAME = 'font12x12.4FN'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# WQY_12X12\n",
    "face = freetype.Face('wqy-microhei.ttc')\n",
    "face.set_pixel_sizes(13,12)\n",
    "# face.set_var_design_coords((320,))\n",
    "\n",
    "FB_W = 12\n",
    "FB_H = 11\n",
    "FB_W_HALF = FB_W // 2\n",
    "OUT_FILE_NAME = 'font12x11.wqy.4FN'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# WQY_16X15\n",
    "face = freetype.Face('wqy-microhei.ttc')\n",
    "face.set_pixel_sizes(17,15)\n",
    "face.set_var_design_coords((300,))\n",
    "\n",
    "FB_W = 16\n",
    "FB_H = 15\n",
    "FB_W_HALF = FB_W // 2\n",
    "OUT_FILE_NAME = 'font16x15.wqy.4FN'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 51,
   "metadata": {},
   "outputs": [],
   "source": [
    "# fusion\n",
    "face = freetype.Face('fusion-pixel-monospaced.ttf')\n",
    "face.set_pixel_sizes(12,12)\n",
    "# face.set_var_design_coords((400,))\n",
    "\n",
    "FB_W = 12\n",
    "FB_H = 12\n",
    "FB_W_HALF = FB_W // 2\n",
    "OUT_FILE_NAME = 'fusion-12px.4FN'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 46,
   "metadata": {},
   "outputs": [],
   "source": [
    "# hzk\n",
    "face = freetype.Face('hzk-pixel-12px.ttf')\n",
    "face.set_pixel_sizes(12,12)\n",
    "# face.set_var_design_coords((400,))\n",
    "\n",
    "FB_W = 12\n",
    "FB_H = 12\n",
    "FB_W_HALF = FB_W // 2\n",
    "OUT_FILE_NAME = 'hzk-12px.4FN'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 58,
   "metadata": {},
   "outputs": [],
   "source": [
    "# 微软雅黑\n",
    "face = freetype.Face('MSYHL.TTC')\n",
    "face.set_pixel_sizes(14,14)\n",
    "# face.set_var_design_coords((400,))\n",
    "\n",
    "FB_W = 14\n",
    "FB_H = 14\n",
    "FB_W_HALF = FB_W // 2\n",
    "OUT_FILE_NAME = 'msyh-12px.4FN'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 116,
   "metadata": {},
   "outputs": [],
   "source": [
    "\n",
    "face = freetype.Face('zpix.ttf')\n",
    "face.set_pixel_sizes(12,12)\n",
    "# face.set_var_design_coords((400,))\n",
    "\n",
    "FB_W = 11\n",
    "FB_H = 11\n",
    "FB_W_HALF = FB_W // 2\n",
    "OUT_FILE_NAME = 'zpix.4FN'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 117,
   "metadata": {
    "scrolled": false,
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "BMP_SIZE 22\n",
      "20902\n"
     ]
    }
   ],
   "source": [
    "# Define functions to draw the character\n",
    "\n",
    "HEADER_SIZE = 1\n",
    "BMP_ROW_SIZE = (FB_W - 1) // 8 + 1\n",
    "BMP_SIZE = BMP_ROW_SIZE * FB_H\n",
    "CHAR_DATA_SIZE = BMP_SIZE + HEADER_SIZE\n",
    "FONT_PAGE_SIZE = CHAR_DATA_SIZE * 256\n",
    "\n",
    "print('BMP_SIZE', BMP_SIZE)\n",
    "logData = StringIO()\n",
    "def log(str):\n",
    "    global logData\n",
    "    logData.write(str + '\\n')\n",
    "\n",
    "\n",
    "def checkWidthEnforcement(ch):\n",
    "    if (ch == ' '):\n",
    "        return FB_W_HALF\n",
    "    return 0\n",
    "\n",
    "def renderChar(ch):\n",
    "    face.load_char(ch, flags=freetype.FT_LOAD_TARGET_MONO | freetype.FT_LOAD_RENDER)\n",
    "    fb = [0] * (FB_W*FB_H)\n",
    "    g = face.glyph\n",
    "    offY = FB_H - max(g.bitmap_top, 0) - 1\n",
    "    offX = max(g.bitmap_left, 0)\n",
    "    b = g.bitmap\n",
    "    w = b.width\n",
    "    totalWidth = offX + w\n",
    "    fbWidth = min(FB_W, totalWidth)\n",
    "    if fbWidth <= 0:\n",
    "        fbWidth = 1\n",
    "    fbWidth = max(fbWidth, checkWidthEnforcement(ch))\n",
    "    h = b.rows\n",
    "    offY = min(offY, FB_H - h)\n",
    "    pitch = b.pitch\n",
    "    buf = b.buffer\n",
    "    t = 0\n",
    "    overflowCnt = 0\n",
    "    for cy in range(0, h):\n",
    "        for cx in range(0, w):\n",
    "            if (cx % 8 == 0):\n",
    "                t = buf[pitch * cy + cx // 8]\n",
    "            v = 0\n",
    "            if (t & 0x80):\n",
    "                v = 1\n",
    "            posX = offX + cx\n",
    "            posY = offY + cy\n",
    "            if (posX < 0) or (posX >= FB_W) or (posY < 0) or (posY >= FB_H):\n",
    "                overflowCnt += 1\n",
    "                if overflowCnt <= 2:\n",
    "                    log('overflow %d %d %s' % ( posX, posY, ch))\n",
    "            else:\n",
    "                fb[posX + posY * FB_W] = v\n",
    "            t <<= 1\n",
    "    return (fb, fbWidth)\n",
    "\n",
    "def printFB(fb, fbWidth):\n",
    "    ret = ''\n",
    "    for y in range(0, FB_H):\n",
    "        for x in range(0, fbWidth):\n",
    "            ret += ['.', '#'][fb[x + y * FB_W]]\n",
    "        ret += '\\n'\n",
    "    print(ret)\n",
    "    print(fbWidth)\n",
    "\n",
    "# Generate 4FN binary font file\n",
    "\n",
    "logData = StringIO()\n",
    "fontMagic = b'44Font0000000' + bytes([FB_W, FB_H, BMP_SIZE])\n",
    "fontIndex = [0xFF] * 256\n",
    "fontBuf = b''\n",
    "fontBufPtr = 0\n",
    "\n",
    "totCnt = 0\n",
    "# [(0x4E, 0x9F)]是中文的\n",
    "PLANES = [(0x4E, 0x9F)] #[(0, 0), (0x30, 0x30), ]\n",
    "for (l, r) in PLANES:\n",
    "    for p in range(l, l + r + 1):\n",
    "        validCharCount = 0\n",
    "        pageBuf = b''\n",
    "        for rune in range(p << 8, (p << 8) + 256):\n",
    "            header = 0\n",
    "            bmp = [0] * (BMP_SIZE)\n",
    "            if face.get_char_index(rune) != 0:\n",
    "                validCharCount += 1\n",
    "                totCnt += 1\n",
    "                log(chr(rune))\n",
    "            (fb, fbWidth) = renderChar(chr(rune))\n",
    "            header = fbWidth\n",
    "            for y in range(0, FB_H):\n",
    "                for x in range(0, FB_W):\n",
    "                    if fb[y * FB_W + x]:\n",
    "                        bmp[BMP_ROW_SIZE * y + (x // 8)] |= 1 << (x % 8)\n",
    "            pageBuf += bytes([header])\n",
    "            pageBuf += bytes(bmp)\n",
    "        log('0x%02x00 %d %d' % (p, validCharCount, len(pageBuf)))\n",
    "        if validCharCount == 0:\n",
    "            continue\n",
    "        fontIndex[p] = fontBufPtr\n",
    "        fontBuf += pageBuf\n",
    "        fontBufPtr += 1\n",
    "\n",
    "with open(OUT_FILE_NAME, 'wb') as f:\n",
    "    f.write(fontMagic)\n",
    "    f.write(bytes(fontIndex))\n",
    "    f.write(fontBuf)\n",
    "\n",
    "with open('log.txt', 'wb') as f:\n",
    "    f.write(logData.getvalue().encode('utf-8', 'ignore'))\n",
    "\n",
    "print(totCnt)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 118,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      ".....#.....\n",
      "###########\n",
      "#.........#\n",
      "#.........#\n",
      ".#########.\n",
      ".....#.....\n",
      ".....#.....\n",
      "###########\n",
      ".....#.....\n",
      ".....#.....\n",
      "...###.....\n",
      "\n",
      "11\n"
     ]
    }
   ],
   "source": [
    "# Print a character to console\n",
    "\n",
    "fb, fbWidth = renderChar('宇')\n",
    "\n",
    "printFB(fb, fbWidth)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 119,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "471.765625\n"
     ]
    },
    {
     "data": {
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      "text/plain": [
       "<PIL.Image.Image image mode=RGB size=240x160>"
      ]
     },
     "execution_count": 119,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Draw a PNG test image\n",
    "\n",
    "txt = \"\"\"CJK字体测试。\n",
    "\n",
    "我能吞下玻璃而不伤身体。\n",
    "我能吞下玻璃而不傷身體。 \n",
    "私はガラスを食べられます。それは私を傷つけません。\n",
    "나는 유리를 먹을 수 있어요. 그래도 아프지 않아요\n",
    "1234567890!?？！：“”·。：\n",
    "abcdefghijklmnopqrstuvwxyz<>.?:\"|_+-=~`\n",
    "\"\"\"\n",
    "IMAGE_WIDTH = 240\n",
    "IMAGE_HIGHT = 160\n",
    "img = Image.new('RGB', (IMAGE_WIDTH,IMAGE_HIGHT), color='white')\n",
    "pixels = img.load()\n",
    "posX = 0\n",
    "posY = 0\n",
    "\n",
    "def drawFB(fb, fbWidth):\n",
    "    global posX, posY\n",
    "\n",
    "    if (posX + fbWidth >= IMAGE_WIDTH):\n",
    "        posX = 0\n",
    "        posY += FB_H + 1\n",
    "    for y in range(0, FB_H):\n",
    "        for x in range(0, fbWidth):\n",
    "            if fb[x + y * FB_W]:\n",
    "                pixels[posX + x, posY + y] = (0,0,0)\n",
    "    posX += fbWidth\n",
    "\n",
    "\n",
    "\n",
    "for ch in txt:\n",
    "    if (ch == '\\n'):\n",
    "        posX = 0\n",
    "        posY += FB_H + 1\n",
    "        continue\n",
    "    fb, fbWidth = renderChar(ch)\n",
    "    drawFB(fb, fbWidth)\n",
    "print(os.stat(OUT_FILE_NAME).st_size/1024)\n",
    "img"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<PIL.Image.Image image mode=RGB size=240x160>"
      ]
     },
     "execution_count": 35,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "\n",
    "img"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<PIL.Image.Image image mode=RGB size=240x160>"
      ]
     },
     "execution_count": 41,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "img"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "base",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.9.12"
  },
  "vscode": {
   "interpreter": {
    "hash": "4c2b8563932708ac4f64e3bc4797ea8eb43fc7530baa7f01daadf5b46d7b1fd4"
   }
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}