bubble-sort-then-write.ipynb

   1 {
   2  "cells": [
   3   {
   4    "cell_type": "code",
   5    "execution_count": 11,
   6    "metadata": {},
   7    "outputs": [],
   8    "source": [
   9     "import random\n",
  10     "import time\n",
  11     "import re\n",
  12     "from IPython.display import clear_output\n",
  13     "from PIL import Image, ImageDraw, ImageColor, ImageFont"
  14    ]
  15   },
  16   {
  17    "cell_type": "code",
  18    "execution_count": 12,
  19    "metadata": {},
  20    "outputs": [],
  21    "source": [
  22     "ROWS = 300\n",
  23     "COLUMNS = 720\n",
  24     "RANGE = 360"
  25    ]
  26   },
  27   {
  28    "cell_type": "code",
  29    "execution_count": 13,
  30    "metadata": {},
  31    "outputs": [],
  32    "source": [
  33     "initial_items = [int((float(i) * RANGE) / float(COLUMNS)) for i in range(COLUMNS)]"
  34    ]
  35   },
  36   {
  37    "cell_type": "code",
  38    "execution_count": 14,
  39    "metadata": {
  40     "scrolled": true
  41    },
  42    "outputs": [],
  43    "source": [
  44     "# initial_items"
  45    ]
  46   },
  47   {
  48    "cell_type": "code",
  49    "execution_count": 15,
  50    "metadata": {},
  51    "outputs": [
  52     {
  53      "data": {
  54       "text/plain": [
  55        "[(0, 2), (1, 2), (2, 2), (3, 2), (4, 2)]"
  56       ]
  57      },
  58      "execution_count": 15,
  59      "metadata": {},
  60      "output_type": "execute_result"
  61     }
  62    ],
  63    "source": [
  64     "import collections\n",
  65     "collections.Counter(initial_items).most_common(5)"
  66    ]
  67   },
  68   {
  69    "cell_type": "code",
  70    "execution_count": 16,
  71    "metadata": {},
  72    "outputs": [],
  73    "source": [
  74     "def draw_frame(rows, frame_number, prefix='frame'):\n",
  75     "    im = Image.new('RGB', (COLUMNS * 1, ROWS * 1))\n",
  76     "\n",
  77     "    draw = ImageDraw.Draw(im)\n",
  78     "    for r in range(len(rows)):\n",
  79     "        if frame_number >= len(rows[r]):\n",
  80     "            row = rows[r][-1]\n",
  81     "        else:\n",
  82     "            row = rows[r][frame_number]\n",
  83     "#     for (r, row) in enumerate(grid):\n",
  84     "        for (c, cell) in enumerate(row):\n",
  85     "            rx = c * 1\n",
  86     "            ry = r * 1\n",
  87     "    #         print(rx, ry)\n",
  88     "            draw.rectangle([rx, ry, rx + 1, ry + 1], \n",
  89     "                           fill=ImageColor.getrgb(\"hsl({}, 100%, 50%)\".format(cell)))\n",
  90     "\n",
  91     "    im.save('{}{:04}.png'.format(prefix, frame_number), 'PNG')"
  92    ]
  93   },
  94   {
  95    "cell_type": "code",
  96    "execution_count": 17,
  97    "metadata": {},
  98    "outputs": [],
  99    "source": [
 100     "def bubblesort_step(items):\n",
 101     "    max_n = 0\n",
 102     "    max_i = 0\n",
 103     "    for i in range(1, len(items)):\n",
 104     "        if items[i] < items[i-1]:\n",
 105     "            items[i-1], items[i] = items[i], items[i-1]\n",
 106     "    return items"
 107    ]
 108   },
 109   {
 110    "cell_type": "code",
 111    "execution_count": 18,
 112    "metadata": {},
 113    "outputs": [],
 114    "source": [
 115     "def bubblesort(items, step_history):\n",
 116     "    while sorted(items) != items:\n",
 117     "        step_history += [items[:]]\n",
 118     "        bubblesort_step(items)\n",
 119     "    step_history += [items[:]]"
 120    ]
 121   },
 122   {
 123    "cell_type": "code",
 124    "execution_count": 19,
 125    "metadata": {},
 126    "outputs": [],
 127    "source": [
 128     "histories = []\n",
 129     "for _ in range(ROWS):\n",
 130     "    items = initial_items[:]\n",
 131     "    random.shuffle(items)\n",
 132     "    step_history = []\n",
 133     "    bubblesort(items, step_history)\n",
 134     "    histories += [step_history]\n",
 135     "    "
 136    ]
 137   },
 138   {
 139    "cell_type": "code",
 140    "execution_count": 20,
 141    "metadata": {},
 142    "outputs": [
 143     {
 144      "data": {
 145       "text/plain": [
 146        "672"
 147       ]
 148      },
 149      "execution_count": 20,
 150      "metadata": {},
 151      "output_type": "execute_result"
 152     }
 153    ],
 154    "source": [
 155     "len(histories[0])"
 156    ]
 157   },
 158   {
 159    "cell_type": "code",
 160    "execution_count": 21,
 161    "metadata": {},
 162    "outputs": [],
 163    "source": [
 164     "! rm bubblesort*"
 165    ]
 166   },
 167   {
 168    "cell_type": "code",
 169    "execution_count": 22,
 170    "metadata": {},
 171    "outputs": [],
 172    "source": [
 173     "for frame_n in range(max(len(h) for h in histories)):\n",
 174     "    draw_frame(histories, frame_n, prefix='bubblesort')"
 175    ]
 176   },
 177   {
 178    "cell_type": "code",
 179    "execution_count": 23,
 180    "metadata": {},
 181    "outputs": [
 182     {
 183      "data": {
 184       "text/plain": [
 185        "718"
 186       ]
 187      },
 188      "execution_count": 23,
 189      "metadata": {},
 190      "output_type": "execute_result"
 191     }
 192    ],
 193    "source": [
 194     "frame_n"
 195    ]
 196   },
 197   {
 198    "cell_type": "code",
 199    "execution_count": 24,
 200    "metadata": {
 201     "scrolled": true
 202    },
 203    "outputs": [
 204     {
 205      "name": "stdout",
 206      "output_type": "stream",
 207      "text": [
 208       "\n",
 209       "APNG Assembler 2.7\n",
 210       "\n",
 211       "reading bubblesort0000.png (1 of 719)\n",
 212       "reading bubblesort0001.png (2 of 719)\n",
 213       "reading bubblesort0002.png (3 of 719)\n",
 214       "reading bubblesort0003.png (4 of 719)\n",
 215       "reading bubblesort0004.png (5 of 719)\n",
 216       "reading bubblesort0005.png (6 of 719)\n",
 217       "reading bubblesort0006.png (7 of 719)\n",
 218       "reading bubblesort0007.png (8 of 719)\n",
 219       "reading bubblesort0008.png (9 of 719)\n",
 220       "reading bubblesort0009.png (10 of 719)\n",
 221       "reading bubblesort0010.png (11 of 719)\n",
 222       "reading bubblesort0011.png (12 of 719)\n",
 223       "reading bubblesort0012.png (13 of 719)\n",
 224       "reading bubblesort0013.png (14 of 719)\n",
 225       "reading bubblesort0014.png (15 of 719)\n",
 226       "reading bubblesort0015.png (16 of 719)\n",
 227       "reading bubblesort0016.png (17 of 719)\n",
 228       "reading bubblesort0017.png (18 of 719)\n",
 229       "reading bubblesort0018.png (19 of 719)\n",
 230       "reading bubblesort0019.png (20 of 719)\n",
 231       "reading bubblesort0020.png (21 of 719)\n",
 232       "reading bubblesort0021.png (22 of 719)\n",
 233       "reading bubblesort0022.png (23 of 719)\n",
 234       "reading bubblesort0023.png (24 of 719)\n",
 235       "reading bubblesort0024.png (25 of 719)\n",
 236       "reading bubblesort0025.png (26 of 719)\n",
 237       "reading bubblesort0026.png (27 of 719)\n",
 238       "reading bubblesort0027.png (28 of 719)\n",
 239       "reading bubblesort0028.png (29 of 719)\n",
 240       "reading bubblesort0029.png (30 of 719)\n",
 241       "reading bubblesort0030.png (31 of 719)\n",
 242       "reading bubblesort0031.png (32 of 719)\n",
 243       "reading bubblesort0032.png (33 of 719)\n",
 244       "reading bubblesort0033.png (34 of 719)\n",
 245       "reading bubblesort0034.png (35 of 719)\n",
 246       "reading bubblesort0035.png (36 of 719)\n",
 247       "reading bubblesort0036.png (37 of 719)\n",
 248       "reading bubblesort0037.png (38 of 719)\n",
 249       "reading bubblesort0038.png (39 of 719)\n",
 250       "reading bubblesort0039.png (40 of 719)\n",
 251       "reading bubblesort0040.png (41 of 719)\n",
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 256       "reading bubblesort0045.png (46 of 719)\n",
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 261       "reading bubblesort0050.png (51 of 719)\n",
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 270       "reading bubblesort0059.png (60 of 719)\n",
 271       "reading bubblesort0060.png (61 of 719)\n",
 272       "reading bubblesort0061.png (62 of 719)\n",
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 281       "reading bubblesort0070.png (71 of 719)\n",
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 299       "reading bubblesort0088.png (89 of 719)\n",
 300       "reading bubblesort0089.png (90 of 719)\n",
 301       "reading bubblesort0090.png (91 of 719)\n",
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 310       "reading bubblesort0099.png (100 of 719)\n",
 311       "reading bubblesort0100.png (101 of 719)\n",
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 317       "reading bubblesort0106.png (107 of 719)\n",
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 320       "reading bubblesort0109.png (110 of 719)\n",
 321       "reading bubblesort0110.png (111 of 719)\n",
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 325       "reading bubblesort0114.png (115 of 719)\n",
 326       "reading bubblesort0115.png (116 of 719)\n",
 327       "reading bubblesort0116.png (117 of 719)\n",
 328       "reading bubblesort0117.png (118 of 719)\n",
 329       "reading bubblesort0118.png (119 of 719)\n",
 330       "reading bubblesort0119.png (120 of 719)\n",
 331       "reading bubblesort0120.png (121 of 719)\n",
 332       "reading bubblesort0121.png (122 of 719)\n",
 333       "reading bubblesort0122.png (123 of 719)\n",
 334       "reading bubblesort0123.png (124 of 719)\n",
 335       "reading bubblesort0124.png (125 of 719)\n",
 336       "reading bubblesort0125.png (126 of 719)\n",
 337       "reading bubblesort0126.png (127 of 719)\n",
 338       "reading bubblesort0127.png (128 of 719)\n",
 339       "reading bubblesort0128.png (129 of 719)\n",
 340       "reading bubblesort0129.png (130 of 719)\n",
 341       "reading bubblesort0130.png (131 of 719)\n",
 342       "reading bubblesort0131.png (132 of 719)\n",
 343       "reading bubblesort0132.png (133 of 719)\n",
 344       "reading bubblesort0133.png (134 of 719)\n",
 345       "reading bubblesort0134.png (135 of 719)\n",
 346       "reading bubblesort0135.png (136 of 719)\n",
 347       "reading bubblesort0136.png (137 of 719)\n",
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 350       "reading bubblesort0139.png (140 of 719)\n",
 351       "reading bubblesort0140.png (141 of 719)\n",
 352       "reading bubblesort0141.png (142 of 719)\n",
 353       "reading bubblesort0142.png (143 of 719)\n",
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 355       "reading bubblesort0144.png (145 of 719)\n",
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 366       "reading bubblesort0155.png (156 of 719)\n",
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 370       "reading bubblesort0159.png (160 of 719)\n",
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 428       "reading bubblesort0217.png (218 of 719)\n",
 429       "reading bubblesort0218.png (219 of 719)\n"
 430      ]
 431     },
 432     {
 433      "name": "stdout",
 434      "output_type": "stream",
 435      "text": [
 436       "reading bubblesort0219.png (220 of 719)\n",
 437       "reading bubblesort0220.png (221 of 719)\n",
 438       "reading bubblesort0221.png (222 of 719)\n",
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 521       "reading bubblesort0304.png (305 of 719)\n",
 522       "reading bubblesort0305.png (306 of 719)\n",
 523       "reading bubblesort0306.png (307 of 719)\n",
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 525       "reading bubblesort0308.png (309 of 719)\n",
 526       "reading bubblesort0309.png (310 of 719)\n",
 527       "reading bubblesort0310.png (311 of 719)\n",
 528       "reading bubblesort0311.png (312 of 719)\n",
 529       "reading bubblesort0312.png (313 of 719)\n",
 530       "reading bubblesort0313.png (314 of 719)\n",
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 550       "reading bubblesort0333.png (334 of 719)\n",
 551       "reading bubblesort0334.png (335 of 719)\n",
 552       "reading bubblesort0335.png (336 of 719)\n",
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 558       "reading bubblesort0341.png (342 of 719)\n",
 559       "reading bubblesort0342.png (343 of 719)\n",
 560       "reading bubblesort0343.png (344 of 719)\n",
 561       "reading bubblesort0344.png (345 of 719)\n",
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 577       "reading bubblesort0360.png (361 of 719)\n",
 578       "reading bubblesort0361.png (362 of 719)\n",
 579       "reading bubblesort0362.png (363 of 719)\n",
 580       "reading bubblesort0363.png (364 of 719)\n",
 581       "reading bubblesort0364.png (365 of 719)\n",
 582       "reading bubblesort0365.png (366 of 719)\n",
 583       "reading bubblesort0366.png (367 of 719)\n",
 584       "reading bubblesort0367.png (368 of 719)\n",
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 595       "reading bubblesort0378.png (379 of 719)\n",
 596       "reading bubblesort0379.png (380 of 719)\n",
 597       "reading bubblesort0380.png (381 of 719)\n",
 598       "reading bubblesort0381.png (382 of 719)\n",
 599       "reading bubblesort0382.png (383 of 719)\n",
 600       "reading bubblesort0383.png (384 of 719)\n",
 601       "reading bubblesort0384.png (385 of 719)\n",
 602       "reading bubblesort0385.png (386 of 719)\n",
 603       "reading bubblesort0386.png (387 of 719)\n",
 604       "reading bubblesort0387.png (388 of 719)\n",
 605       "reading bubblesort0388.png (389 of 719)\n",
 606       "reading bubblesort0389.png (390 of 719)\n",
 607       "reading bubblesort0390.png (391 of 719)\n",
 608       "reading bubblesort0391.png (392 of 719)\n",
 609       "reading bubblesort0392.png (393 of 719)\n",
 610       "reading bubblesort0393.png (394 of 719)\n",
 611       "reading bubblesort0394.png (395 of 719)\n",
 612       "reading bubblesort0395.png (396 of 719)\n",
 613       "reading bubblesort0396.png (397 of 719)\n",
 614       "reading bubblesort0397.png (398 of 719)\n",
 615       "reading bubblesort0398.png (399 of 719)\n",
 616       "reading bubblesort0399.png (400 of 719)\n",
 617       "reading bubblesort0400.png (401 of 719)\n",
 618       "reading bubblesort0401.png (402 of 719)\n",
 619       "reading bubblesort0402.png (403 of 719)\n",
 620       "reading bubblesort0403.png (404 of 719)\n",
 621       "reading bubblesort0404.png (405 of 719)\n",
 622       "reading bubblesort0405.png (406 of 719)\n",
 623       "reading bubblesort0406.png (407 of 719)\n",
 624       "reading bubblesort0407.png (408 of 719)\n",
 625       "reading bubblesort0408.png (409 of 719)\n",
 626       "reading bubblesort0409.png (410 of 719)\n",
 627       "reading bubblesort0410.png (411 of 719)\n",
 628       "reading bubblesort0411.png (412 of 719)\n",
 629       "reading bubblesort0412.png (413 of 719)\n",
 630       "reading bubblesort0413.png (414 of 719)\n",
 631       "reading bubblesort0414.png (415 of 719)\n",
 632       "reading bubblesort0415.png (416 of 719)\n",
 633       "reading bubblesort0416.png (417 of 719)\n",
 634       "reading bubblesort0417.png (418 of 719)\n",
 635       "reading bubblesort0418.png (419 of 719)\n",
 636       "reading bubblesort0419.png (420 of 719)\n",
 637       "reading bubblesort0420.png (421 of 719)\n",
 638       "reading bubblesort0421.png (422 of 719)\n",
 639       "reading bubblesort0422.png (423 of 719)\n",
 640       "reading bubblesort0423.png (424 of 719)\n",
 641       "reading bubblesort0424.png (425 of 719)\n",
 642       "reading bubblesort0425.png (426 of 719)\n"
 643      ]
 644     },
 645     {
 646      "name": "stdout",
 647      "output_type": "stream",
 648      "text": [
 649       "reading bubblesort0426.png (427 of 719)\n",
 650       "reading bubblesort0427.png (428 of 719)\n",
 651       "reading bubblesort0428.png (429 of 719)\n",
 652       "reading bubblesort0429.png (430 of 719)\n",
 653       "reading bubblesort0430.png (431 of 719)\n",
 654       "reading bubblesort0431.png (432 of 719)\n",
 655       "reading bubblesort0432.png (433 of 719)\n",
 656       "reading bubblesort0433.png (434 of 719)\n",
 657       "reading bubblesort0434.png (435 of 719)\n",
 658       "reading bubblesort0435.png (436 of 719)\n",
 659       "reading bubblesort0436.png (437 of 719)\n",
 660       "reading bubblesort0437.png (438 of 719)\n",
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 662       "reading bubblesort0439.png (440 of 719)\n",
 663       "reading bubblesort0440.png (441 of 719)\n",
 664       "reading bubblesort0441.png (442 of 719)\n",
 665       "reading bubblesort0442.png (443 of 719)\n",
 666       "reading bubblesort0443.png (444 of 719)\n",
 667       "reading bubblesort0444.png (445 of 719)\n",
 668       "reading bubblesort0445.png (446 of 719)\n",
 669       "reading bubblesort0446.png (447 of 719)\n",
 670       "reading bubblesort0447.png (448 of 719)\n",
 671       "reading bubblesort0448.png (449 of 719)\n",
 672       "reading bubblesort0449.png (450 of 719)\n",
 673       "reading bubblesort0450.png (451 of 719)\n",
 674       "reading bubblesort0451.png (452 of 719)\n",
 675       "reading bubblesort0452.png (453 of 719)\n",
 676       "reading bubblesort0453.png (454 of 719)\n",
 677       "reading bubblesort0454.png (455 of 719)\n",
 678       "reading bubblesort0455.png (456 of 719)\n",
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 690       "reading bubblesort0467.png (468 of 719)\n",
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 843       "reading bubblesort0620.png (621 of 719)\n",
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 846       "reading bubblesort0623.png (624 of 719)\n",
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 848       "reading bubblesort0625.png (626 of 719)\n",
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 869       "reading bubblesort0646.png (647 of 719)\n"
 870      ]
 871     },
 872     {
 873      "name": "stdout",
 874      "output_type": "stream",
 875      "text": [
 876       "reading bubblesort0647.png (648 of 719)\n",
 877       "reading bubblesort0648.png (649 of 719)\n",
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1069      ]
1070     },
1071     {
1072      "name": "stdout",
1073      "output_type": "stream",
1074      "text": [
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1258      ]
1259     },
1260     {
1261      "name": "stdout",
1262      "output_type": "stream",
1263      "text": [
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1447      ]
1448     },
1449     {
1450      "name": "stdout",
1451      "output_type": "stream",
1452      "text": [
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1607       "saving all-bubblesort.png (frame 642 of 719)\n",
1608       "saving all-bubblesort.png (frame 643 of 719)\n",
1609       "saving all-bubblesort.png (frame 644 of 719)\n",
1610       "saving all-bubblesort.png (frame 645 of 719)\n",
1611       "saving all-bubblesort.png (frame 646 of 719)\n",
1612       "saving all-bubblesort.png (frame 647 of 719)\n",
1613       "saving all-bubblesort.png (frame 648 of 719)\n",
1614       "saving all-bubblesort.png (frame 649 of 719)\n",
1615       "saving all-bubblesort.png (frame 650 of 719)\n",
1616       "saving all-bubblesort.png (frame 651 of 719)\n",
1617       "saving all-bubblesort.png (frame 652 of 719)\n",
1618       "saving all-bubblesort.png (frame 653 of 719)\n",
1619       "saving all-bubblesort.png (frame 654 of 719)\n",
1620       "saving all-bubblesort.png (frame 655 of 719)\n",
1621       "saving all-bubblesort.png (frame 656 of 719)\n",
1622       "saving all-bubblesort.png (frame 657 of 719)\n",
1623       "saving all-bubblesort.png (frame 658 of 719)\n",
1624       "saving all-bubblesort.png (frame 659 of 719)\n",
1625       "saving all-bubblesort.png (frame 660 of 719)\n",
1626       "saving all-bubblesort.png (frame 661 of 719)\n",
1627       "saving all-bubblesort.png (frame 662 of 719)\n",
1628       "saving all-bubblesort.png (frame 663 of 719)\n",
1629       "saving all-bubblesort.png (frame 664 of 719)\n",
1630       "saving all-bubblesort.png (frame 665 of 719)\n",
1631       "saving all-bubblesort.png (frame 666 of 719)\n",
1632       "saving all-bubblesort.png (frame 667 of 719)\n",
1633       "saving all-bubblesort.png (frame 668 of 719)\n",
1634       "saving all-bubblesort.png (frame 669 of 719)\n",
1635       "saving all-bubblesort.png (frame 670 of 719)\n"
1636      ]
1637     },
1638     {
1639      "name": "stdout",
1640      "output_type": "stream",
1641      "text": [
1642       "saving all-bubblesort.png (frame 671 of 719)\n",
1643       "saving all-bubblesort.png (frame 672 of 719)\n",
1644       "saving all-bubblesort.png (frame 673 of 719)\n",
1645       "saving all-bubblesort.png (frame 674 of 719)\n",
1646       "saving all-bubblesort.png (frame 675 of 719)\n",
1647       "saving all-bubblesort.png (frame 676 of 719)\n",
1648       "saving all-bubblesort.png (frame 677 of 719)\n",
1649       "saving all-bubblesort.png (frame 678 of 719)\n",
1650       "saving all-bubblesort.png (frame 679 of 719)\n",
1651       "saving all-bubblesort.png (frame 680 of 719)\n",
1652       "saving all-bubblesort.png (frame 681 of 719)\n",
1653       "saving all-bubblesort.png (frame 682 of 719)\n",
1654       "saving all-bubblesort.png (frame 683 of 719)\n",
1655       "saving all-bubblesort.png (frame 684 of 719)\n",
1656       "saving all-bubblesort.png (frame 685 of 719)\n",
1657       "saving all-bubblesort.png (frame 686 of 719)\n",
1658       "saving all-bubblesort.png (frame 687 of 719)\n",
1659       "saving all-bubblesort.png (frame 688 of 719)\n",
1660       "saving all-bubblesort.png (frame 689 of 719)\n",
1661       "saving all-bubblesort.png (frame 690 of 719)\n",
1662       "saving all-bubblesort.png (frame 691 of 719)\n",
1663       "saving all-bubblesort.png (frame 692 of 719)\n",
1664       "saving all-bubblesort.png (frame 693 of 719)\n",
1665       "saving all-bubblesort.png (frame 694 of 719)\n",
1666       "saving all-bubblesort.png (frame 695 of 719)\n",
1667       "saving all-bubblesort.png (frame 696 of 719)\n",
1668       "saving all-bubblesort.png (frame 697 of 719)\n",
1669       "saving all-bubblesort.png (frame 698 of 719)\n",
1670       "saving all-bubblesort.png (frame 699 of 719)\n",
1671       "saving all-bubblesort.png (frame 700 of 719)\n",
1672       "saving all-bubblesort.png (frame 701 of 719)\n",
1673       "saving all-bubblesort.png (frame 702 of 719)\n",
1674       "saving all-bubblesort.png (frame 703 of 719)\n",
1675       "saving all-bubblesort.png (frame 704 of 719)\n",
1676       "saving all-bubblesort.png (frame 705 of 719)\n",
1677       "saving all-bubblesort.png (frame 706 of 719)\n",
1678       "saving all-bubblesort.png (frame 707 of 719)\n",
1679       "saving all-bubblesort.png (frame 708 of 719)\n",
1680       "saving all-bubblesort.png (frame 709 of 719)\n",
1681       "saving all-bubblesort.png (frame 710 of 719)\n",
1682       "saving all-bubblesort.png (frame 711 of 719)\n",
1683       "saving all-bubblesort.png (frame 712 of 719)\n",
1684       "saving all-bubblesort.png (frame 713 of 719)\n",
1685       "saving all-bubblesort.png (frame 714 of 719)\n",
1686       "saving all-bubblesort.png (frame 715 of 719)\n",
1687       "saving all-bubblesort.png (frame 716 of 719)\n",
1688       "saving all-bubblesort.png (frame 717 of 719)\n",
1689       "saving all-bubblesort.png (frame 718 of 719)\n",
1690       "saving all-bubblesort.png (frame 719 of 719)\n",
1691       "all done\n"
1692      ]
1693     }
1694    ],
1695    "source": [
1696     "! apngasm all-bubblesort.png bubblesort*png 1 10"
1697    ]
1698   },
1699   {
1700    "cell_type": "code",
1701    "execution_count": null,
1702    "metadata": {},
1703    "outputs": [],
1704    "source": []
1705   }
1706  ],
1707  "metadata": {
1708   "kernelspec": {
1709    "display_name": "Python 3",
1710    "language": "python",
1711    "name": "python3"
1712   },
1713   "language_info": {
1714    "codemirror_mode": {
1715     "name": "ipython",
1716     "version": 3
1717    },
1718    "file_extension": ".py",
1719    "mimetype": "text/x-python",
1720    "name": "python",
1721    "nbconvert_exporter": "python",
1722    "pygments_lexer": "ipython3",
1723    "version": "3.5.3"
1724   }
1725  },
1726  "nbformat": 4,
1727  "nbformat_minor": 2
1728 }