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diff --git a/www/image-format-vs-repo-size.ipynb b/www/image-format-vs-repo-size.ipynb new file mode 100644 index 0000000..47aaa58 --- /dev/null +++ b/www/image-format-vs-repo-size.ipynb @@ -0,0 +1,1719 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Image Format vs Fossil Repository Size\n", + "\n", + "## Prerequisites\n", + "\n", + "This notebook was originally developed with standalone [JupyterLab] and Python 2 but was later moved to JupyterLab under [Anaconda] with Python 3. Backporting to Python 2 may require manual adjustment. Getting it running under stock JupyterLab or plain-old-Jupyter should be straightforward for one familiar with the tools. We will assume you're following in my footsteps, using Anaconda.\n", + "\n", + "One of the reasons we switched to Anaconda is that it comes with all but one of this notebook's prerequisites, that last remaining one of which you install so:\n", + "\n", + " $ pip install wand\n", + "\n", + "That should be done in a shell where \"`pip`\" is the version that came with Anaconda. Otherwise, the package will likely end up in some *other* Python package tree, which Anaconda's Python kernel may not be smart enough to find on its own.\n", + "\n", + "Note that you do *not* use `conda` for this: as of this writing, [Wand] is not available in a form that installs via `conda`.\n", + "\n", + "This notebook was written and tested on a macOS system where `/tmp` exists. Other platforms may require adjustments to the scripts below.\n", + "\n", + "[Anaconda]: https://www.anaconda.com/distribution/\n", + "[JupyterLab]: https://github.com/jupyterlab/\n", + "[Wand]: http://wand-py.org/\n", + "\n", + "\n", + "## Running\n", + "\n", + "The next cell generates the test repositories. This takes about 3 seconds to run on my machine. If you have to uncomment the \"`sleep`\" call in the inner loop, this will go up to about 45 seconds.\n", + "\n", + "The next cell produces the bar chart from the collected data, all but instantaneously.\n", + "\n", + "This split allows you to generate the expensive experimental data in a single pass, then play as many games as you like with the generated data.\n", + "\n", + "\n", + "## Discussion\n", + "\n", + "That is kept in [a separate document](image-format-vs-repo-size.md) so we can share that document with Fossil's Markdown renderer." + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Created test directory /tmp/image-format-vs-repo-size\n", + "Created ../test-jpeg.fossil for format JPEG.\n", + "Created ../test-bmp.fossil for format BMP.\n", + "Created ../test-tiff.fossil for format TIFF.\n", + "Created ../test-png.fossil for format PNG.\n", + "Experiment completed in 3.0627901554107666 seconds.\n" + ] + } + ], + "source": [ + "import os\n", + "import random\n", + "import subprocess\n", + "import time\n", + "\n", + "from wand.color import Color\n", + "from wand.drawing import Drawing\n", + "from wand.image import Image\n", + "\n", + "import pandas as pd\n", + "\n", + "size = 256\n", + "iterations = 10\n", + "start = time.time()\n", + "repo_sizes = []\n", + "fossil = '/usr/local/bin/fossil'\n", + "\n", + "if not os.path.isfile(fossil): raise RuntimeError(\"No such executable \" + fossil)\n", + "if not os.access(fossil, os.X_OK): raise RuntimeError(\"Cannot execute \" + fossil)\n", + "\n", + "tdir = os.path.join('/tmp', 'image-format-vs-repo-size')\n", + "if not os.path.isdir(tdir): os.mkdir(tdir, 0o700)\n", + "print(\"Created test directory \" + tdir)\n", + " \n", + "formats = ['JPEG', 'BMP', 'TIFF', 'PNG']\n", + "for f in formats:\n", + " ext = f.lower()\n", + " wdir = os.path.join(tdir, 'work-' + ext)\n", + " if not os.path.isdir(wdir): os.mkdir(wdir, 0o700)\n", + " os.chdir(wdir)\n", + " repo = '../test-' + ext + '.fossil'\n", + " ifn = 'test.' + ext\n", + " ipath = os.path.join(wdir, ifn)\n", + " rs = []\n", + " \n", + " def add_repo_size():\n", + " rs.append(os.path.getsize(repo) / 1024.0 / 1024.0)\n", + " \n", + " def set_repo_page_size(n):\n", + " subprocess.run([\n", + " fossil,\n", + " 'rebuild',\n", + " '--compress',\n", + " '--pagesize',\n", + " str(n),\n", + " '--vacuum'\n", + " ])\n", + "\n", + " try:\n", + " # Create test repo\n", + " subprocess.run([fossil, 'init', repo])\n", + " subprocess.run([fossil, 'open', repo])\n", + " subprocess.run([fossil, 'set', 'binary-glob', \"*.{0}\".format(ext)])\n", + " set_repo_page_size(512) # minimum\n", + " add_repo_size()\n", + " set_repo_page_size(8192) # default\n", + " print(\"Created \" + repo + \" for format \" + f + \".\")\n", + "\n", + " # Create test image and add it to the repo\n", + " img = Image(width = size, height = size, depth = 8,\n", + " background = 'white')\n", + " img.alpha_channel = 'remove'\n", + " img.evaluate('gaussiannoise', 1.0)\n", + " img.save(filename = ipath)\n", + " subprocess.run([fossil, 'add', ifn])\n", + " subprocess.run([fossil, 'ci', '-m', 'initial'])\n", + " #print(\"Added initial \" + f + \" image.\")\n", + " add_repo_size()\n", + "\n", + " # Change a random pixel to a random RGB value and check it in\n", + " # $iterations times.\n", + " for i in range(iterations - 1):\n", + " with Drawing() as draw:\n", + " x = random.randint(0, size - 1)\n", + " y = random.randint(0, size - 1)\n", + "\n", + " r = random.randint(0, 255)\n", + " g = random.randint(0, 255)\n", + " b = random.randint(0, 255)\n", + " \n", + " draw.fill_color = Color('rgb({0},{1},{2})'.format(\n", + " r, g, b\n", + " ))\n", + " draw.color(x, y, 'point')\n", + " draw(img)\n", + " img.save(filename = ipath)\n", + " \n", + " # You might need to uncomment the next line if you find that\n", + " # the repo size doesn't change as expected. In some versions\n", + " # of Wand (or is it the ImageMagick underneath?) we have seen\n", + " # what appear to be asynchronous saves, with a zero-length file\n", + " # here if you don't wait for the save to complete.\n", + " #time.sleep(1.0)\n", + " \n", + " subprocess.run([fossil, 'ci', '-m', '\"change {0} step {1}'.format(\n", + " f, i\n", + " )])\n", + " add_repo_size()\n", + " \n", + " # Repo complete for this format\n", + " repo_sizes.append(pd.Series(rs, name=f))\n", + "\n", + " finally:\n", + " if os.path.exists(ipath): os.remove(ipath)\n", + " if os.path.exists(tdir):\n", + " if os.path.isfile(repo):\n", + " subprocess.run([fossil, 'close', '-f'])\n", + " os.unlink(repo)\n", + " os.chdir(tdir);\n", + " os.rmdir(wdir)\n", + " if os.path.exists(repo): os.remove(repo)\n", + " \n", + "print(\"Experiment completed in \" + str(time.time() - start) + \" seconds.\")" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "data": { + 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