Skip to main content
  • Home
  • Development
  • Documentation
  • Donate
  • Operational login
  • Browse the archive

swh logo
SoftwareHeritage
Software
Heritage
Archive
Features
  • Search

  • Downloads

  • Save code now

  • Add forge now

  • Help

https://github.com/tiga1231/sgd2
08 April 2026, 17:08:34 UTC
  • Code
  • Branches (1)
  • Releases (0)
  • Visits
    • Branches
    • Releases
    • HEAD
    • refs/heads/main
    No releases to show
  • 44ecc7e
  • /
  • dev.ipynb
Raw File Download Save again
Take a new snapshot of a software origin

If the archived software origin currently browsed is not synchronized with its upstream version (for instance when new commits have been issued), you can explicitly request Software Heritage to take a new snapshot of it.

Use the form below to proceed. Once a request has been submitted and accepted, it will be processed as soon as possible. You can then check its processing state by visiting this dedicated page.
swh spinner

Processing "take a new snapshot" request ...

To reference or cite the objects present in the Software Heritage archive, permalinks based on SoftWare Hash IDentifiers (SWHIDs) must be used.
Select below a type of object currently browsed in order to display its associated SWHID and permalink.

  • content
  • directory
  • revision
  • snapshot
origin badgecontent badge
swh:1:cnt:c2888b20a6ec4d5f7c3ee31d3274dadcbc9630e5
origin badgedirectory badge
swh:1:dir:44ecc7e56a8fbd396aaebf600587fd102f7a1e57
origin badgerevision badge
swh:1:rev:13ca3d978626473e59fdddd641e457edc57208bc
origin badgesnapshot badge
swh:1:snp:139ff70469db38efd8ca16259dcc2fc37237cb74

This interface enables to generate software citations, provided that the root directory of browsed objects contains a citation.cff or codemeta.json file.
Select below a type of object currently browsed in order to generate citations for them.

  • content
  • directory
  • revision
  • snapshot
(requires biblatex-software package)
Generating citation ...
(requires biblatex-software package)
Generating citation ...
(requires biblatex-software package)
Generating citation ...
(requires biblatex-software package)
Generating citation ...
Tip revision: 13ca3d978626473e59fdddd641e457edc57208bc authored by jack on 02 March 2022, 18:24:49 UTC
update OS note
Tip revision: 13ca3d9
dev.ipynb
{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "ename": "ModuleNotFoundError",
     "evalue": "No module named 'torch'",
     "output_type": "error",
     "traceback": [
      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[0;31mModuleNotFoundError\u001b[0m                       Traceback (most recent call last)",
      "\u001b[0;32m/tmp/ipykernel_21280/2508897323.py\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[1;32m      1\u001b[0m \u001b[0;31m## custom\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 2\u001b[0;31m \u001b[0;32mfrom\u001b[0m \u001b[0mutils\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mutils\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mvis\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m      3\u001b[0m \u001b[0;31m# from utils import poly_point_isect as bo   ##bentley-ottmann sweep line\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      4\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mcriteria\u001b[0m \u001b[0;32mas\u001b[0m \u001b[0mC\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      5\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mquality\u001b[0m \u001b[0;32mas\u001b[0m \u001b[0mQ\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m~/research/reyan/graph-drawing/utils/utils.py\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0;32mimport\u001b[0m \u001b[0mtorch\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m      2\u001b[0m \u001b[0;32mfrom\u001b[0m \u001b[0mtorch\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mnn\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      3\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      4\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      5\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mnumpy\u001b[0m \u001b[0;32mas\u001b[0m \u001b[0mnp\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;31mModuleNotFoundError\u001b[0m: No module named 'torch'"
     ]
    }
   ],
   "source": [
    "## custom\n",
    "from utils import utils, vis\n",
    "# from utils import poly_point_isect as bo   ##bentley-ottmann sweep line\n",
    "import criteria as C\n",
    "import quality as Q\n",
    "import gd2\n",
    "import utils.weight_schedule as ws\n",
    "\n",
    "## third party\n",
    "import networkx as nx\n",
    "\n",
    "# from PIL import Image\n",
    "from natsort import natsorted\n",
    "\n",
    "\n",
    "## sys\n",
    "from collections import defaultdict\n",
    "import random\n",
    "import time\n",
    "from glob import glob\n",
    "import math\n",
    "import os\n",
    "from pathlib import Path\n",
    "import itertools\n",
    "import pickle as pkl\n",
    "\n",
    "## numeric\n",
    "import numpy as np\n",
    "# import scipy.io as io\n",
    "import torch\n",
    "from torch import nn, optim\n",
    "import torch.nn.functional as F\n",
    "\n",
    "\n",
    "## vis\n",
    "import matplotlib.pyplot as plt\n",
    "import matplotlib.animation as animation\n",
    "from matplotlib.colors import LinearSegmentedColormap\n",
    "from mpl_toolkits import mplot3d\n",
    "from matplotlib import collections  as mc\n",
    "from mpl_toolkits.mplot3d.art3d import Line3DCollection\n",
    "\n",
    "## notebook\n",
    "from IPython import display\n",
    "from IPython.display import clear_output\n",
    "from tqdm.notebook import tqdm\n",
    "\n",
    "device = torch.device('cuda') if torch.cuda.is_available() else torch.device('cpu')\n",
    "device = 'cpu'\n",
    "plt.style.use('ggplot')\n",
    "plt.style.use('seaborn-colorblind')\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Optimize via Stochastic Gradient Descent (SGD)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# delete old\n",
    "# !rm -r figures\n",
    "# !mkdir figures"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 675,
   "metadata": {},
   "outputs": [],
   "source": [
    "import importlib\n",
    "importlib.reload(C)\n",
    "importlib.reload(Q)\n",
    "importlib.reload(utils)\n",
    "importlib.reload(vis)\n",
    "import gd2\n",
    "importlib.reload(gd2)\n",
    "from gd2 import GD2"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 681,
   "metadata": {
    "collapsed": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(430, 4)\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "(430, 0.9369683859819803)"
      ]
     },
     "execution_count": 681,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import importlib\n",
    "importlib.reload(C)\n",
    "importlib.reload(Q)\n",
    "importlib.reload(utils)\n",
    "importlib.reload(vis)\n",
    "import gd2\n",
    "importlib.reload(gd2)\n",
    "from gd2 import GD2\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 695,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "430"
      ]
     },
     "execution_count": 695,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "Q.crossings(gd.pos, [(gd.k2i[e[0]], gd.k2i[e[1]]) for e in G.edges]), Q.crossing_angle_maximization(gd.pos, G.edges, gd.k2i)\n",
    "\n",
    "\n",
    "len([\n",
    "    c for c in utils.find_crossings(gd.pos, G.edges, gd.k2i)\n",
    "    if len(set(c))==4\n",
    "])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "ename": "NameError",
     "evalue": "name 'ws' is not defined",
     "output_type": "error",
     "traceback": [
      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[0;31mNameError\u001b[0m                                 Traceback (most recent call last)",
      "\u001b[0;32m/tmp/ipykernel_21280/689006441.py\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[1;32m      4\u001b[0m \u001b[0;31m# s4 = ws.SmoothStepSchedule(9,11, 1,-1)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      5\u001b[0m \u001b[0;31m# s = ws.Concat(s1, s2, s3, s4)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 6\u001b[0;31m \u001b[0ms\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mws\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mSmoothSteps\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;36m2\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m[\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m      7\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      8\u001b[0m \u001b[0mt\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mlinspace\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m-\u001b[0m\u001b[0;36m2\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;36m4\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m900\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;31mNameError\u001b[0m: name 'ws' is not defined"
     ]
    }
   ],
   "source": [
    "# s1 = ws.SmoothStepSchedule(0, 2, 0, 0.5)\n",
    "# s2 = ws.SmoothStepSchedule(2, 4, 0.5, 0)\n",
    "# s3 = ws.SmoothStepSchedule(5, 7, 0, 1)\n",
    "# s4 = ws.SmoothStepSchedule(9,11, 1,-1)\n",
    "# s = ws.Concat(s1, s2, s3, s4)\n",
    "s = ws.SmoothSteps([0,2], [1,0])\n",
    "\n",
    "t = np.linspace(-2,4, 900)\n",
    "y = [s(ti) for ti in t]\n",
    "plt.plot(t,y, ':')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# f = LinearSchedule(0,1,0,1)\n",
    "# t = np.linspace(-1,2,50)\n",
    "# y = [f(ti) for ti in t]\n",
    "# plt.plot(t,y)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# criteria = {'stress', 'neighborhood_preservation'}\n",
    "# criteria_weights = dict(\n",
    "#     stress=1,\n",
    "#     ideal_edge_length=0.05,\n",
    "#     neighborhood_preservation=0.5,\n",
    "#     crossings=0.2,\n",
    "#     crossing_angle_maximization=0.1,\n",
    "#     aspect_ratio=3,\n",
    "#     angular_resolution=1,\n",
    "#     vertex_resolution=1,\n",
    "#     gabriel=0.1,\n",
    "# )\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "def plot_weight(criteria_weights, max_iter, ax=None):\n",
    "    \n",
    "    t = np.linspace(0, max_iter,250)\n",
    "    if ax is None:\n",
    "        plt.figure(figsize=[12,4])\n",
    "        ax = plt.subplot(111)\n",
    "        \n",
    "    for i,[c,w] in enumerate(criteria_weights.items()):\n",
    "        if callable(w):\n",
    "            y = [w(ti) for ti in t]\n",
    "        else:\n",
    "            y = [w for ti in t]\n",
    "        ax.plot(\n",
    "            t,y,\n",
    "            (['-','--'])[i%2], \n",
    "            label=c,\n",
    "            alpha=0.6,\n",
    "            lw=3\n",
    "        )\n",
    "\n",
    "    ax.set_xlabel('Iteration')\n",
    "    ax.set_ylabel('Weight')\n",
    "    ax.set_xlim(plt.xlim()[0], plt.xlim()[1]*1.2)\n",
    "    ax.set_ylim(-0.1, plt.ylim()[1]*1.5)\n",
    "    ax.legend()\n",
    "    plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## choose a graph"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# graph_name = '1138_bus'\n",
    "# graph_name = 'd_ss'\n",
    "# graph_name = 'west0132'\n",
    "\n",
    "# graph_name = 'grid1'\n",
    "# graph_name = 'grid1_dual'\n",
    "# graph_name = 'odepa400'\n",
    "# graph_name = 'netz4504_dual'\n",
    "# graph_name = 'L'\n",
    "# -----\n",
    "# graph_name = 'n3c6-b1'\n",
    "# graph_name = 'netz4504'\n",
    "# graph_name = 'qh882'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 962,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "60"
      ]
     },
     "execution_count": 962,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# graph_name = 'tree_2_5'\n",
    "# G = nx.balanced_tree(2,5)\n",
    "# max_iter = int(10e4)\n",
    "\n",
    "graph_name = 'grid_6_10'\n",
    "G = nx.grid_2d_graph(6,10)\n",
    "max_iter = int(1e5 / 10)\n",
    "\n",
    "\n",
    "\n",
    "# graph_name = 'tree_2_6'\n",
    "# G = nx.balanced_tree(2,6)\n",
    "# max_iter = int(10e4)\n",
    "\n",
    "# graph_name = 'grid_12_24'\n",
    "# G = nx.grid_2d_graph(12,24)\n",
    "# max_iter = int(1e5)\n",
    "\n",
    "\n",
    "# graph_name = 'spx_teaser'\n",
    "# G = utils.load_spx_teaser()\n",
    "# max_iter = int(1e5)\n",
    "\n",
    "# graph_name = 'dodecahedron'\n",
    "# G = nx.dodecahedral_graph()\n",
    "# max_iter = int(3e4)\n",
    "\n",
    "## todo\n",
    "# 'block'\n",
    "\n",
    "\n",
    "\n",
    "# ### realistic graphs\n",
    "# graph_name = 'dwt_307'\n",
    "# max_iter = int(10e4)\n",
    "# mat_dir = 'input_graphs/SuiteSparse Matrix Collection'\n",
    "# G = utils.load_mat(f'{mat_dir}/{graph_name}.mat')\n",
    "\n",
    "# graph_name = '494_bus'\n",
    "# max_iter = int(20e4)\n",
    "# mat_dir = 'input_graphs/SuiteSparse Matrix Collection'\n",
    "# G = utils.load_mat(f'{mat_dir}/{graph_name}.mat')\n",
    "\n",
    "# graph_name = 'dwt_1005'\n",
    "# max_iter = int(20e4)\n",
    "# mat_dir = 'input_graphs/SuiteSparse Matrix Collection'\n",
    "# G = utils.load_mat(f'{mat_dir}/{graph_name}.mat')\n",
    "\n",
    "# graph_name = 'grid1'\n",
    "# max_iter = int(10e4 / 10)\n",
    "# mat_dir = 'input_graphs/SuiteSparse Matrix Collection'\n",
    "# G = utils.load_mat(f'{mat_dir}/{graph_name}.mat')\n",
    "\n",
    "\n",
    "len(G)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## sfdp and neato"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 963,
   "metadata": {
    "scrolled": true
   },
   "outputs": [],
   "source": [
    "# %%time\n",
    "\n",
    "# for method in ['neato', 'sfdp']:\n",
    "#     pos = nx.drawing.nx_agraph.graphviz_layout(G, prog=method, root=None)\n",
    "#     result_dict = dict(\n",
    "#         graph_name=graph_name,\n",
    "#         pos_G = pos,\n",
    "#         G = G,\n",
    "#     )\n",
    "\n",
    "#     fn = f'./layouts/{graph_name}-{method}.pkl'\n",
    "#     print(fn)\n",
    "#     with open(fn, 'wb') as f:\n",
    "#         pkl.dump(result_dict, f)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## choose criteria"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 964,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 864x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "\n",
    "# criteria = ['stress']\n",
    "# criteria_weights = dict(\n",
    "#     stress=ws.SmoothSteps([max_iter/4, max_iter], [1, 0.0]),\n",
    "# )\n",
    "\n",
    "# criteria = ['stress','ideal_edge_length']\n",
    "# criteria_weights = dict(\n",
    "#     stress=ws.SmoothSteps([max_iter/4, max_iter], [1, 0.0]),\n",
    "#     ideal_edge_length=ws.SmoothSteps([0, max_iter/5, max_iter/5*3, max_iter], [0,0,1,0]),\n",
    "# )\n",
    "\n",
    "# criteria = ['neighborhood_preservation']\n",
    "# criteria_weights = dict(\n",
    "#     neighborhood_preservation=ws.SmoothSteps([max_iter/4, max_iter], [10, 0.0]),\n",
    "# )\n",
    "\n",
    "# criteria = ['stress', 'neighborhood_preservation']\n",
    "# criteria_weights = dict(\n",
    "#     stress=ws.SmoothSteps([max_iter*0.25, max_iter*0.75, max_iter], [1, 0.0, 0.0]),\n",
    "#     neighborhood_preservation=ws.SmoothSteps([0, max_iter*0.67, max_iter*0.67+1, max_iter], [0, 0.0, 5, 0.0]),\n",
    "# )\n",
    "\n",
    "# criteria = ['stress', 'crossings']\n",
    "# criteria_weights = dict(\n",
    "#     stress=ws.SmoothSteps([max_iter/4, max_iter], [1, 0.1]),\n",
    "#     crossings=ws.SmoothSteps([max_iter/5*3, max_iter/5*4, max_iter/5*4+1, max_iter], [0, 0, 0.2, 0]),\n",
    "# #     crossings=SmoothSteps([max_iter*0.5, max_iter*0.6, max_iter], [0, 0, 0.1]), ## for dodecahedron\n",
    "# )\n",
    "\n",
    "\n",
    "# criteria = {'stress', 'ideal_edge_length', 'angular_resolution'}\n",
    "# criteria_weights = dict(\n",
    "#     stress=ws.SmoothSteps([max_iter/4, max_iter], [1, 0.0]),\n",
    "#     ideal_edge_length=ws.SmoothSteps([0, max_iter*0.2, max_iter*0.6, max_iter], [0, 0, 0.2, 0]),\n",
    "#     angular_resolution=ws.SmoothSteps([0, max_iter*0.5, max_iter*0.75, max_iter], [0, 0, 0.5, 0]),\n",
    "# )\n",
    "\n",
    "# criteria = {'stress', 'vertex_resolution'}\n",
    "# criteria_weights = dict(\n",
    "#     stress=ws.SmoothSteps([max_iter/4, max_iter], [1, 0.0]),\n",
    "#     vertex_resolution=ws.SmoothSteps([0, max_iter*0.5, max_iter*0.75, max_iter], [0, 0, 0.5, 0]),\n",
    "# )\n",
    "\n",
    "# criteria = {'stress', 'gabriel'}\n",
    "# # criteria_weights = dict(\n",
    "# #     stress=ws.SmoothSteps([max_iter/4, max_iter], [1, 0.0]),\n",
    "# #     gabriel=ws.SmoothSteps([0, max_iter*0.5, max_iter*0.75, max_iter], [0, 0, 0.3, 0]),\n",
    "# # )\n",
    "\n",
    "# criteria = ['stress', 'crossing_angle_maximization']\n",
    "# criteria_weights = dict(\n",
    "#     stress=ws.SmoothSteps([0, max_iter*0.9, max_iter], [1, 0, 0]),\n",
    "#     crossing_angle_maximization=ws.SmoothSteps([0, max_iter*0.6, max_iter*0.6+1, max_iter], [0, 0, 0.5 0.05]),\n",
    "# )\n",
    "\n",
    "\n",
    "# criteria = ['stress', 'aspect_ratio']\n",
    "# criteria_weights = dict(\n",
    "#     stress=ws.SmoothSteps([max_iter/4, max_iter], [1, 0.05]),\n",
    "#     aspect_ratio=ws.SmoothSteps([0, max_iter*0.2, max_iter*0.6, max_iter], [0, 0, 1, 0]),\n",
    "# )\n",
    "\n",
    "# criteria = ['stress', 'ideal_edge_length', 'aspect_ratio']\n",
    "# criteria_weights = dict(\n",
    "#     stress=ws.SmoothSteps([max_iter/4, max_iter], [1, 0.05]),\n",
    "#     ideal_edge_length=ws.SmoothSteps([0, max_iter*0.2, max_iter*0.6, max_iter], [0, 0, 0.2, 0]),\n",
    "#     aspect_ratio=ws.SmoothSteps([0, max_iter*0.2, max_iter*0.6, max_iter], [0, 0, 0.5, 0]),\n",
    "# )\n",
    "\n",
    "# criteria = ['ideal_edge_length', 'neighborhood_preservation', 'vertex_resolution']\n",
    "# criteria_weights = dict(\n",
    "#     stress=ws.SmoothSteps([max_iter*0.25, max_iter*0.75, max_iter], [1, 0.0, 0.0]),\n",
    "#     ideal_edge_length=ws.SmoothSteps([0,max_iter], [1, 0]),\n",
    "#     neighborhood_preservation=ws.SmoothSteps([0, max_iter], [3, 0.0]),\n",
    "#     vertex_resolution=ws.SmoothSteps([0, max_iter], [1, 0]),\n",
    "# )\n",
    "\n",
    "## =============doing===============\n",
    "\n",
    "\n",
    "\n",
    "criteria = ['ideal_edge_length', 'neighborhood_preservation', 'crossings', 'aspect_ratio', 'vertex_resolution']\n",
    "criteria_weights = dict(\n",
    "    ideal_edge_length=ws.SmoothSteps([0, max_iter*0.5, max_iter*0.75, max_iter], [0, 0, 1, 0]),\n",
    "    neighborhood_preservation=ws.SmoothSteps([0, max_iter], [3, 0.0]),\n",
    "    crossings=ws.SmoothSteps([max_iter/4, max_iter], [1, 0.1]),\n",
    "    aspect_ratio=ws.SmoothSteps([0, max_iter*0.5, max_iter], [0, 0, 0.5]),\n",
    "    vertex_resolution=ws.SmoothSteps([0, max_iter*0.6, max_iter*0.8, max_iter], [0, 0, 2, 0]),\n",
    ")\n",
    "\n",
    "# criteria = {'angular_resolution'}\n",
    "# criteria_weights = dict(\n",
    "#     angular_resolution=2,\n",
    "# )\n",
    "\n",
    "# criteria = {'vertex_resolution'}\n",
    "# criteria_weights = dict(\n",
    "#     stress=ws.SmoothSteps([max_iter/4, max_iter], [10, 0.0]),\n",
    "# #     vertex_resolution=ws.SmoothSteps([0, max_iter*0.5, max_iter*0.75, max_iter], [0, 0, 0.5, 0]),\n",
    "#     vertex_resolution=ws.SmoothSteps([0, max_iter], [1, 0]),\n",
    "# )\n",
    "\n",
    "\n",
    "# criteria = ['crossings', 'crossing_angle_maximization']\n",
    "# criteria_weights = dict(\n",
    "#     ideal_edge_length=ws.SmoothSteps([0, max_iter*0.2, max_iter*0.6, max_iter], [0, 0.4, 0.2, 0]),\n",
    "#     crossings=ws.SmoothSteps([0, max_iter], [1, 0]),\n",
    "#     crossing_angle_maximization=ws.SmoothSteps([0, max_iter*0.6, max_iter*0.6+1, max_iter], [0, 0, 0.5, 0.01]),\n",
    "# )\n",
    "\n",
    "\n",
    "# criteria = ['crossing_angle_maximization']\n",
    "# criteria_weights = dict(\n",
    "#     crossing_angle_maximization=ws.SmoothSteps([0, max_iter], [1, 0.0]),\n",
    "# )\n",
    "\n",
    "\n",
    "# criteria = ['stress', 'crossings', 'crossing_angle_maximization']\n",
    "# criteria_weights = dict(\n",
    "#     stress=ws.SmoothSteps([max_iter/4, max_iter], [0.6, 0.05]),\n",
    "#     crossings=ws.SmoothSteps([0, max_iter*0.2, max_iter*0.5, max_iter], [0, 0, 0.01, 0]),\n",
    "#     crossing_angle_maximization=ws.SmoothSteps([0, max_iter*0.75, max_iter*0.75+1, max_iter], [0, 0, 0.2, 0]),\n",
    "# )\n",
    "\n",
    "\n",
    "## =============todo===============\n",
    "\n",
    "# criteria = {'gabriel'}\n",
    "# criteria_weights = dict(\n",
    "#     stress=ws.SmoothSteps([0, max_iter*0.9, max_iter], [1, 0.05, 0.05]),\n",
    "#     neighborhood_preservation=ws.SmoothSteps([0, max_iter*0.6, max_iter*0.6+1,  max_iter], [0, 0, 0.5, 0.0]),\n",
    "# #     gabriel=ws.SmoothSteps([0, max_iter*0.5, max_iter*0.75, max_iter], [0, 0, 0.8, 0]),\n",
    "#     gabriel=ws.SmoothSteps([0, max_iter], [0.8, 0]),\n",
    "# )\n",
    "\n",
    "# criteria = ['crossings', 'crossing_angle_maximization']\n",
    "# criteria_weights = dict(\n",
    "#     crossings=ws.SmoothSteps([0,max_iter*0.5, max_iter], [0.0001, 0.1, 0]),\n",
    "# #     crossing_angle_maximization=ws.SmoothSteps([0, max_iter], [0.2, 0]),\n",
    "#     crossing_angle_maximization=ws.SmoothSteps([0, max_iter*0.6, max_iter*0.6+1, max_iter], [0, 0, 0.2, 0]),\n",
    "# )\n",
    "\n",
    "# criteria = ['neighborhood_preservation', 'crossing_angle_maximization', 'angular_resolution']\n",
    "# criteria_weights = dict(\n",
    "#     neighborhood_preservation=ws.SmoothSteps([0, max_iter], [1, 0.0]),\n",
    "# #     crossings=ws.SmoothSteps([max_iter/4, max_iter], [1, 0.1]),\n",
    "#     crossing_angle_maximization=ws.SmoothSteps([0, max_iter*0.6, max_iter*0.6+1, max_iter], [0, 0, 0.2, 0]),\n",
    "#     angular_resolution=ws.SmoothSteps([0, max_iter*0.4, max_iter*0.4+1, max_iter], [0, 0, 0.2, 0]),\n",
    "# )\n",
    "\n",
    "# criteria = {'gabriel'}\n",
    "# criteria_weights = dict(\n",
    "#     gabriel=ws.SmoothSteps([max_iter/4, max_iter], [1, 0.0]),\n",
    "# )\n",
    "\n",
    "\n",
    "\n",
    "\n",
    "# # old constant weights\n",
    "# criteria_weights = dict(\n",
    "#     stress=1,\n",
    "# ideal_edge_length=0.2,\n",
    "# neighborhood_preservation=0.2,\n",
    "# #     crossings=0.2,\n",
    "# #     crossing_angle_maximization=0.1,\n",
    "# #     aspect_ratio=3,\n",
    "# #     angular_resolution=1,\n",
    "# #     vertex_resolution=1,\n",
    "# #     gabriel=0.1,    \n",
    "# )\n",
    "\n",
    "\n",
    "\n",
    "\n",
    "\n",
    "criteria_weights = {c:criteria_weights[c] for c in criteria}\n",
    "plot_weight(criteria_weights, max_iter)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "ename": "NameError",
     "evalue": "name 'plot_weight' is not defined",
     "output_type": "error",
     "traceback": [
      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[0;31mNameError\u001b[0m                                 Traceback (most recent call last)",
      "\u001b[0;32m/tmp/ipykernel_21280/2622134368.py\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mplot_weight\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mcriteria_weights\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mmax_iter\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
      "\u001b[0;31mNameError\u001b[0m: name 'plot_weight' is not defined"
     ]
    }
   ],
   "source": [
    "plot_weight(criteria_weights, max_iter)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 965,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 864x360 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n"
     ]
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 864x360 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "CPU times: user 15min 27s, sys: 5.98 s, total: 15min 33s\n",
      "Wall time: 2min 42s\n"
     ]
    }
   ],
   "source": [
    "%%time\n",
    "\n",
    "\n",
    "import importlib\n",
    "importlib.reload(C)\n",
    "importlib.reload(Q)\n",
    "importlib.reload(utils)\n",
    "importlib.reload(vis)\n",
    "import gd2\n",
    "importlib.reload(gd2)\n",
    "from gd2 import GD2\n",
    "\n",
    "\n",
    "seed = 2337\n",
    "random.seed(seed)\n",
    "np.random.seed(seed)\n",
    "torch.manual_seed(seed)\n",
    "\n",
    "\n",
    "\n",
    "sample_sizes = dict(\n",
    "#     stress=128,\n",
    "#     stress=1,\n",
    "    stress=16,\n",
    "#     ideal_edge_length=32,\n",
    "    ideal_edge_length=16,\n",
    "    neighborhood_preservation=16,\n",
    "    crossings=128,\n",
    "    crossing_angle_maximization=64,\n",
    "    aspect_ratio=max(128, int(len(G)**0.5)),\n",
    "    angular_resolution=16,\n",
    "    vertex_resolution=max(256, int(len(G)**0.5)),\n",
    "    gabriel=64,\n",
    ")\n",
    "sample_sizes = {c:sample_sizes[c] for c in criteria}\n",
    "\n",
    "\n",
    "\n",
    "\n",
    "gd = GD2(G)\n",
    "result = gd.optimize(\n",
    "    criteria_weights=criteria_weights, \n",
    "#     criteria_weights=criteria_weights, ## all criteria\n",
    "    sample_sizes=sample_sizes,\n",
    "    \n",
    "    evaluate='all',\n",
    "#     evaluate=criteria,\n",
    "#     evaluate={'stress'},\n",
    "    \n",
    "    max_iter=max_iter,\n",
    "    time_limit=600, ##sec\n",
    "    \n",
    "#     evaluate_interval=20000//20, evaluate_interval_unit='iter',\n",
    "#     vis_interval=4000,\n",
    "    evaluate_interval=1, evaluate_interval_unit='sec',\n",
    "    vis_interval=3, vis_interval_unit='sec',\n",
    "#     vis_interval=500, vis_interval_unit='iter',\n",
    "    \n",
    "    clear_output=True,\n",
    "    grad_clamp=20,\n",
    "    criteria_kwargs = dict(\n",
    "        aspect_ratio=dict(target=[1,1]),\n",
    "    ),\n",
    "#     optimizer_kwargs = dict(mode='Adam', lr=0.01),\n",
    "#     optimizer_kwargs = dict(mode='SGD', lr=0.2),\n",
    "    optimizer_kwargs = dict(mode='SGD', lr=2),\n",
    "#     optimizer_kwargs = dict(mode='Adam', lr=0.1),\n",
    "    \n",
    "    scheduler_kwargs = dict(verbose=True),\n",
    ")\n",
    "\n",
    "pos = gd.pos.detach().numpy()\n",
    "pos_G = {k:pos[gd.k2i[k]] for k in gd.G.nodes}\n",
    "vis.plot(\n",
    "    gd.G, pos_G,\n",
    "    gd.loss_curve, \n",
    "    result['iter'], result['runtime'],\n",
    "    show=True, save=False,\n",
    "    node_size=1,\n",
    "    edge_width=0.1,\n",
    ")\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 949,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 576x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "\n",
    "t = [r['time'] for r in gd.qualities_by_time]\n",
    "\n",
    "for k in criteria:\n",
    "    quality_curve = [r['qualities'][k] for r in gd.qualities_by_time]\n",
    "    plt.figure(figsize=[8,4])\n",
    "    plt.plot(t, quality_curve, '.-')\n",
    "    plt.title(f'{k}: {quality_curve[-1]}')\n",
    "    plt.xlabel('Time')\n",
    "    plt.ylabel('Quality')\n",
    "    plt.show()\n",
    "\n",
    "\n",
    "    \n",
    "if len(criteria)==2:\n",
    "    qx, qy = criteria\n",
    "    quality_curve_x = [r['qualities'][qx] for r in gd.qualities_by_time]\n",
    "    quality_curve_y = [r['qualities'][qy] for r in gd.qualities_by_time]\n",
    "\n",
    "    plt.figure()\n",
    "    plt.plot(quality_curve_x, quality_curve_y, '-', c='#777777', zorder=-1)\n",
    "    plt.scatter(quality_curve_x, quality_curve_y, c=np.arange(len(quality_curve_x)))\n",
    "    plt.xlabel(qx)\n",
    "    plt.ylabel(qy)\n",
    "    plt.xlim([0, max(max(quality_curve_x), 1.1)])\n",
    "    plt.ylim([0, max(max(quality_curve_y)*1.05, 1.1)])\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Dump result"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 563,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "./layouts/dodecahedron-stress+vertex_resolution.pkl\n"
     ]
    }
   ],
   "source": [
    "pos = gd.pos.detach().numpy()\n",
    "pos_G = {k:pos[gd.k2i[k]] for k in gd.G.nodes}\n",
    "\n",
    "##dump for drawing results\n",
    "\n",
    "result_dict = dict(\n",
    "    graph_name=graph_name,\n",
    "    pos_G = pos_G,\n",
    "    G = gd.G,\n",
    "    criteria_weights = criteria_weights,\n",
    "    criteria = criteria,\n",
    "    sample_sizes = sample_sizes,\n",
    "    loss_curve = gd.loss_curve,\n",
    "    max_iter=max_iter,\n",
    ")\n",
    "\n",
    "fn = f'./layouts/{graph_name}-{\"+\".join(criteria)}.pkl'\n",
    "print(fn)\n",
    "with open(fn, 'wb') as f:\n",
    "    pkl.dump(result_dict, f)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Draw saved result"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 448,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['./layouts/494_bus-neato.pkl',\n",
       " './layouts/494_bus-neighborhood_preservation.pkl',\n",
       " './layouts/494_bus-sfdp.pkl',\n",
       " './layouts/494_bus-stress+crossings.pkl',\n",
       " './layouts/494_bus-stress+ideal_edge_length.pkl',\n",
       " './layouts/494_bus-stress+neighborhood_preservation.pkl',\n",
       " './layouts/494_bus-stress.pkl',\n",
       " './layouts/dodecahedron-neato.pkl',\n",
       " './layouts/dodecahedron-neighborhood_preservation.pkl',\n",
       " './layouts/dodecahedron-sfdp.pkl',\n",
       " './layouts/dodecahedron-stress+crossings.pkl',\n",
       " './layouts/dodecahedron-stress+ideal_edge_length.pkl',\n",
       " './layouts/dodecahedron-stress+neighborhood_preservation.pkl',\n",
       " './layouts/dodecahedron-stress.pkl',\n",
       " './layouts/dwt_307-neato.pkl',\n",
       " './layouts/dwt_307-neighborhood_preservation.pkl',\n",
       " './layouts/dwt_307-sfdp.pkl',\n",
       " './layouts/dwt_307-stress+crossings.pkl',\n",
       " './layouts/dwt_307-stress+ideal_edge_length.pkl',\n",
       " './layouts/dwt_307-stress+neighborhood_preservation.pkl',\n",
       " './layouts/dwt_307-stress.pkl',\n",
       " './layouts/dwt_1005-neato.pkl',\n",
       " './layouts/dwt_1005-neighborhood_preservation.pkl',\n",
       " './layouts/dwt_1005-sfdp.pkl',\n",
       " './layouts/dwt_1005-stress+crossings.pkl',\n",
       " './layouts/dwt_1005-stress+ideal_edge_length.pkl',\n",
       " './layouts/dwt_1005-stress+neighborhood_preservation.pkl',\n",
       " './layouts/dwt_1005-stress.pkl',\n",
       " './layouts/grid1-neato.pkl',\n",
       " './layouts/grid1-neighborhood_preservation.pkl',\n",
       " './layouts/grid1-sfdp.pkl',\n",
       " './layouts/grid1-stress+crossings.pkl',\n",
       " './layouts/grid1-stress+ideal_edge_length.pkl',\n",
       " './layouts/grid1-stress+neighborhood_preservation.pkl',\n",
       " './layouts/grid1-stress.pkl',\n",
       " './layouts/grid_12_24-neato.pkl',\n",
       " './layouts/grid_12_24-neighborhood_preservation.pkl',\n",
       " './layouts/grid_12_24-sfdp.pkl',\n",
       " './layouts/grid_12_24-stress+crossings.pkl',\n",
       " './layouts/grid_12_24-stress+ideal_edge_length.pkl',\n",
       " './layouts/grid_12_24-stress+neighborhood_preservation.pkl',\n",
       " './layouts/grid_12_24-stress.pkl',\n",
       " './layouts/spx_teaser-neato.pkl',\n",
       " './layouts/spx_teaser-neighborhood_preservation.pkl',\n",
       " './layouts/spx_teaser-sfdp.pkl',\n",
       " './layouts/spx_teaser-stress+crossings.pkl',\n",
       " './layouts/spx_teaser-stress+ideal_edge_length.pkl',\n",
       " './layouts/spx_teaser-stress+neighborhood_preservation.pkl',\n",
       " './layouts/spx_teaser-stress.pkl',\n",
       " './layouts/tree_2_6-neato.pkl',\n",
       " './layouts/tree_2_6-neighborhood_preservation.pkl',\n",
       " './layouts/tree_2_6-sfdp.pkl',\n",
       " './layouts/tree_2_6-stress+crossings.pkl',\n",
       " './layouts/tree_2_6-stress+ideal_edge_length.pkl',\n",
       " './layouts/tree_2_6-stress+neighborhood_preservation.pkl',\n",
       " './layouts/tree_2_6-stress.pkl']"
      ]
     },
     "execution_count": 448,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "fns = natsorted(glob('./layouts/*.pkl'))\n",
    "fns"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 449,
   "metadata": {},
   "outputs": [],
   "source": [
    "from matplotlib.gridspec import GridSpec\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 450,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 1920x1680 with 56 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "\n",
    "    \n",
    "methods = [\n",
    "    'neato', 'sfdp', \n",
    "    'stress', \n",
    "    'stress+ideal_edge_length', \n",
    "    'neighborhood_preservation', 'stress+neighborhood_preservation',\n",
    "    'stress+crossings', \n",
    "]\n",
    "methods_short = [\n",
    "    'neato', 'sfdp', \n",
    "    'GD2 (ST)', \n",
    "    'GD2 (ST+IL)',\n",
    "    'GD2 (NP)', 'GD2 (ST+NP)',\n",
    "    'GD2 (ST+CR)', \n",
    "    ]\n",
    "graphs = ['dodecahedron', 'tree_2_6', 'grid_12_24', 'spx_teaser', '494_bus', 'grid1', 'dwt_307', 'dwt_1005']\n",
    "# graphs = ['tree_2_6', 'grid_12_24', 'spx_teaser','dwt_1005']\n",
    "\n",
    "fig = plt.figure(figsize=[len(graphs)*3, len(methods)*3], dpi=80)\n",
    "gs = GridSpec(len(methods),len(graphs), hspace=0.05, wspace=0.15)\n",
    "\n",
    "for (i,method), (j,graph) in itertools.product(enumerate(methods), enumerate(graphs)):\n",
    "    fn = f'./layouts/{graph}-{method}.pkl'\n",
    "    with open(fn, 'rb') as f:\n",
    "        result_dict = pkl.load(f)\n",
    "    G = result_dict.get('G')\n",
    "    pos = result_dict.get('pos_G')\n",
    "    criteria_weights = result_dict.get('criteria_weights')\n",
    "    max_iter = result_dict.get('max_iter', 20e5)\n",
    "    \n",
    "    graph_name = fn.split('/')[-1].split('-')[0]\n",
    "#     criteria_str = fn.split('/')[-1].split('-')[1].split('.pkl')[0]\n",
    "    title = f'{graph_name} \\n|V|={len(G)}, |E|={len(G.edges)}' if i == 0 else ''\n",
    "    ylabel = f'{methods_short[i]}' if j == 0 else ''\n",
    "    \n",
    "    \n",
    "    ax = fig.add_subplot(gs[i,j])\n",
    "    vis.draw_graph(G, pos, ax, edge_width=0.6 if j<=4 else 0.4)\n",
    "    ax.set_title(title)\n",
    "    ax.set_ylabel(ylabel)\n",
    "    ax.axis('equal')\n",
    "    ax.set_xticklabels([])\n",
    "    ax.set_yticklabels([])\n",
    "#     ax2 = fig.add_subplot(gs[1,0])\n",
    "#     plot_weight(criteria_weights, max_iter, ax2)\n",
    "    \n",
    "# plt.savefig('all-drawings-2.png', dpi=90, bbox_inches='tight')\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Measure the quality of saved results"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 85,
   "metadata": {
    "collapsed": true
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['./layouts/494_bus-neato.pkl',\n",
       " './layouts/494_bus-neighborhood_preservation.pkl',\n",
       " './layouts/494_bus-sfdp.pkl',\n",
       " './layouts/494_bus-stress+crossings.pkl',\n",
       " './layouts/494_bus-stress+ideal_edge_length.pkl',\n",
       " './layouts/494_bus-stress.pkl',\n",
       " './layouts/dodecahedron-neato.pkl',\n",
       " './layouts/dodecahedron-neighborhood_preservation.pkl',\n",
       " './layouts/dodecahedron-sfdp.pkl',\n",
       " './layouts/dodecahedron-stress+crossings.pkl',\n",
       " './layouts/dodecahedron-stress+ideal_edge_length.pkl',\n",
       " './layouts/dodecahedron-stress.pkl',\n",
       " './layouts/dwt_307-neato.pkl',\n",
       " './layouts/dwt_307-neighborhood_preservation.pkl',\n",
       " './layouts/dwt_307-sfdp.pkl',\n",
       " './layouts/dwt_307-stress+crossings.pkl',\n",
       " './layouts/dwt_307-stress+ideal_edge_length.pkl',\n",
       " './layouts/dwt_307-stress.pkl',\n",
       " './layouts/dwt_1005-neato.pkl',\n",
       " './layouts/dwt_1005-neighborhood_preservation.pkl',\n",
       " './layouts/dwt_1005-sfdp.pkl',\n",
       " './layouts/dwt_1005-stress+crossings.pkl',\n",
       " './layouts/dwt_1005-stress+ideal_edge_length.pkl',\n",
       " './layouts/dwt_1005-stress.pkl',\n",
       " './layouts/grid1-neato.pkl',\n",
       " './layouts/grid1-neighborhood_preservation.pkl',\n",
       " './layouts/grid1-sfdp.pkl',\n",
       " './layouts/grid1-stress+crossings.pkl',\n",
       " './layouts/grid1-stress+ideal_edge_length.pkl',\n",
       " './layouts/grid1-stress.pkl',\n",
       " './layouts/grid_12_24-neato.pkl',\n",
       " './layouts/grid_12_24-neighborhood_preservation.pkl',\n",
       " './layouts/grid_12_24-sfdp.pkl',\n",
       " './layouts/grid_12_24-stress+crossings.pkl',\n",
       " './layouts/grid_12_24-stress+ideal_edge_length.pkl',\n",
       " './layouts/grid_12_24-stress.pkl',\n",
       " './layouts/spx_teaser-neato.pkl',\n",
       " './layouts/spx_teaser-neighborhood_preservation.pkl',\n",
       " './layouts/spx_teaser-sfdp.pkl',\n",
       " './layouts/spx_teaser-stress+crossings.pkl',\n",
       " './layouts/spx_teaser-stress+ideal_edge_length.pkl',\n",
       " './layouts/spx_teaser-stress.pkl',\n",
       " './layouts/tree_2_6-neato.pkl',\n",
       " './layouts/tree_2_6-neighborhood_preservation.pkl',\n",
       " './layouts/tree_2_6-sfdp.pkl',\n",
       " './layouts/tree_2_6-stress+crossings.pkl',\n",
       " './layouts/tree_2_6-stress+ideal_edge_length.pkl',\n",
       " './layouts/tree_2_6-stress.pkl']"
      ]
     },
     "execution_count": 85,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "fns = natsorted(glob('./layouts/*.pkl'))\n",
    "fns"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 92,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 126,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 280,
   "metadata": {},
   "outputs": [],
   "source": [
    "from utils.weight_schedule import SmoothSteps, Concat, SmoothStepSchedule"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 457,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "0e8af919ade84c36816dfed6bd29fca4",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "HBox(children=(FloatProgress(value=1.0, bar_style='info', max=1.0), HTML(value='')))"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "neato dodecahedron\n",
      "neato tree_2_6\n",
      "neato grid_12_24\n",
      "neato spx_teaser\n",
      "neato 494_bus\n",
      "neato grid1\n",
      "neato dwt_307\n",
      "neato dwt_1005\n",
      "sfdp dodecahedron\n",
      "sfdp tree_2_6\n",
      "sfdp grid_12_24\n",
      "sfdp spx_teaser\n",
      "sfdp 494_bus\n",
      "sfdp grid1\n",
      "sfdp dwt_307\n",
      "sfdp dwt_1005\n",
      "stress dodecahedron\n",
      "stress tree_2_6\n",
      "stress grid_12_24\n",
      "stress spx_teaser\n",
      "stress 494_bus\n",
      "stress grid1\n",
      "stress dwt_307\n",
      "stress dwt_1005\n",
      "stress+ideal_edge_length dodecahedron\n",
      "stress+ideal_edge_length tree_2_6\n",
      "stress+ideal_edge_length grid_12_24\n",
      "stress+ideal_edge_length spx_teaser\n",
      "stress+ideal_edge_length 494_bus\n",
      "stress+ideal_edge_length grid1\n",
      "stress+ideal_edge_length dwt_307\n",
      "stress+ideal_edge_length dwt_1005\n",
      "neighborhood_preservation dodecahedron\n",
      "neighborhood_preservation tree_2_6\n",
      "neighborhood_preservation grid_12_24\n",
      "neighborhood_preservation spx_teaser\n",
      "neighborhood_preservation 494_bus\n",
      "neighborhood_preservation grid1\n",
      "neighborhood_preservation dwt_307\n",
      "neighborhood_preservation dwt_1005\n",
      "stress+neighborhood_preservation dodecahedron\n",
      "stress+neighborhood_preservation tree_2_6\n",
      "stress+neighborhood_preservation grid_12_24\n",
      "stress+neighborhood_preservation spx_teaser\n",
      "stress+neighborhood_preservation 494_bus\n",
      "stress+neighborhood_preservation grid1\n",
      "stress+neighborhood_preservation dwt_307\n",
      "stress+neighborhood_preservation dwt_1005\n",
      "stress+crossings dodecahedron\n",
      "stress+crossings tree_2_6\n",
      "stress+crossings grid_12_24\n",
      "stress+crossings spx_teaser\n",
      "stress+crossings 494_bus\n",
      "stress+crossings grid1\n",
      "stress+crossings dwt_307\n",
      "stress+crossings dwt_1005\n",
      "\n",
      "CPU times: user 2min 22s, sys: 1.59 s, total: 2min 24s\n",
      "Wall time: 1min 53s\n"
     ]
    }
   ],
   "source": [
    "%%time\n",
    "\n",
    "criteria_all = [\n",
    "    'stress',\n",
    "    'ideal_edge_length',\n",
    "    'neighborhood_preservation',\n",
    "    'crossings',\n",
    "    'crossing_angle_maximization',\n",
    "    'aspect_ratio',\n",
    "    'angular_resolution',\n",
    "    'vertex_resolution',\n",
    "    'gabriel',\n",
    "]\n",
    "\n",
    "methods = [\n",
    "    'neato', 'sfdp', \n",
    "    'stress', \n",
    "    'stress+ideal_edge_length', \n",
    "    'neighborhood_preservation', 'stress+neighborhood_preservation',\n",
    "    'stress+crossings', \n",
    "]\n",
    "methods_short = [\n",
    "    'neato', 'sfdp', \n",
    "    'GD2 (ST)', \n",
    "    'GD2 (ST+IL)',\n",
    "    'GD2 (NP)', 'GD2 (ST+NP)',\n",
    "    'GD2 (ST+CR)', \n",
    "    ]\n",
    "graphs = ['dodecahedron', 'tree_2_6', 'grid_12_24', 'spx_teaser', '494_bus', 'grid1', 'dwt_307', 'dwt_1005']\n",
    "# graphs = ['tree_2_6', 'grid_12_24', 'spx_teaser']\n",
    "\n",
    "\n",
    "quality_tables = {c:[\n",
    "    [utils.criterion_to_title(c)],\n",
    "    ['', *[g.replace('_', '-') for g in graphs]], \n",
    "    *[[ms] for ms in methods_short]] \n",
    "    for c in criteria_all\n",
    "}\n",
    "\n",
    "for (i,method), (j,graph) in tqdm(itertools.product(enumerate(methods), enumerate(graphs))):\n",
    "    print(method, graph)\n",
    "    \n",
    "    fn = f'./layouts/{graph}-{method}.pkl'\n",
    "    with open(fn, 'rb') as f:\n",
    "        result_dict = pkl.load(f)\n",
    "    G = result_dict.get('G')\n",
    "    pos_G = result_dict.get('pos_G')\n",
    "    gd = GD2(G)\n",
    "    pos = torch.tensor([pos_G[gd.i2k[i]] for i in range(len(G))])\n",
    "    \n",
    "    ## TODO give 'full advantange' to neato and sfdp\n",
    "    ## on stress and ideal_edge_length\n",
    "\n",
    "    qualities = gd.evaluate(pos, qualities=criteria_all)\n",
    "#     print(method, graph)\n",
    "#     print(qualities)\n",
    "#     print('-'*80)\n",
    "    for c,q in qualities.items():\n",
    "#         quality_tables[c][i+2].append(float(f'{q:.2f}'))\n",
    "        quality_tables[c][i+2].append(q)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 470,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "analysis/quality/quality_tables-t1636265295.pkl\n"
     ]
    }
   ],
   "source": [
    "fn = f'analysis/quality/quality_tables-t{int(time.time())}.pkl'\n",
    "with open(fn, 'wb') as f:\n",
    "    pkl.dump(quality_tables, f)\n",
    "print(fn)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 474,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "-rw-rw-r-- 1 jack00293 jack00293 11K Nov  6 23:08 analysis/quality/quality_tables-t1636265295.pkl\r\n"
     ]
    }
   ],
   "source": [
    "!ls -alh analysis/quality/quality_tables-t1636265295.pkl"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 495,
   "metadata": {},
   "outputs": [],
   "source": [
    "with open('analysis/quality/quality_tables-t1636265195.pkl', 'rb') as f:\n",
    "    quality_tables = pkl.load(f)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 496,
   "metadata": {},
   "outputs": [],
   "source": [
    "## format table values to highlight the best (TODO: and the ties?)\n",
    "\n",
    "for c,t in quality_tables.items():\n",
    "#     break\n",
    "    values = np.array([r[1:] for r in t[2:]])\n",
    "    best_indices = values.argmin(axis=0)\n",
    "    best_values = values.min(axis=0)\n",
    "    for j in range(len(graphs)):\n",
    "        best_value = t[best_indices[j]+2][j+1]\n",
    "        for i in range(len(methods)):\n",
    "            value = t[i+2][j+1]\n",
    "            if abs(value-best_value) < 1e-4:# \\\n",
    "#             or abs(value-best_value) < 0.001 * best_value:\n",
    "                \n",
    "                t[i+2][j+1] = f'**{value:.4f}**'\n",
    "#                 t[i+2][j+1] = f'\\\\textbf{{{value:.4f}}}'\n",
    "            else:\n",
    "                t[i+2][j+1] = f'{value:.4f}'\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 497,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<table>\n",
       "<tbody>\n",
       "<tr><td>Stress     </td><td>            </td><td>          </td><td>          </td><td>          </td><td>          </td><td>          </td><td>          </td><td>          </td></tr>\n",
       "<tr><td>           </td><td>dodecahedron</td><td>tree-2-6  </td><td>grid-12-24</td><td>spx-teaser</td><td>494-bus   </td><td>grid1     </td><td>dwt-307   </td><td>dwt-1005  </td></tr>\n",
       "<tr><td>neato      </td><td>4378.9677   </td><td>4609.0076 </td><td>4958.9253 </td><td>4864.9059 </td><td>4647.2655 </td><td>4709.6448 </td><td>4604.7953 </td><td>4928.7294 </td></tr>\n",
       "<tr><td>sfdp       </td><td>13043.0804  </td><td>1766.9440 </td><td>800.3539  </td><td>1666.3875 </td><td>948.4450  </td><td>1092.3028 </td><td>2310.8144 </td><td>724.9715  </td></tr>\n",
       "<tr><td>GD2 (ST)   </td><td>**0.0795**  </td><td>**0.0778**</td><td>**0.0128**</td><td>**0.0268**</td><td>**0.0712**</td><td>**0.0618**</td><td>**0.0825**</td><td>**0.0222**</td></tr>\n",
       "<tr><td>GD2 (ST+IL)</td><td>0.1073      </td><td>0.0999    </td><td>0.0332    </td><td>0.0540    </td><td>0.0900    </td><td>0.1004    </td><td>0.1190    </td><td>0.0427    </td></tr>\n",
       "<tr><td>GD2 (NP)   </td><td>0.1877      </td><td>0.2326    </td><td>0.0654    </td><td>0.2409    </td><td>0.8249    </td><td>0.1490    </td><td>0.2788    </td><td>0.2752    </td></tr>\n",
       "<tr><td>GD2 (ST+NP)</td><td>0.1877      </td><td>0.1062    </td><td>0.0133    </td><td>0.0514    </td><td>0.7387    </td><td>0.0797    </td><td>0.1781    </td><td>0.0593    </td></tr>\n",
       "<tr><td>GD2 (ST+CR)</td><td>0.1899      </td><td>**0.0779**</td><td>**0.0128**</td><td>0.0281    </td><td>0.0790    </td><td>0.0733    </td><td>0.0905    </td><td>0.0446    </td></tr>\n",
       "</tbody>\n",
       "</table>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<table>\n",
       "<tbody>\n",
       "<tr><td>Ideal Edge Length</td><td>            </td><td>          </td><td>          </td><td>          </td><td>          </td><td>          </td><td>          </td><td>          </td></tr>\n",
       "<tr><td>                 </td><td>dodecahedron</td><td>tree-2-6  </td><td>grid-12-24</td><td>spx-teaser</td><td>494-bus   </td><td>grid1     </td><td>dwt-307   </td><td>dwt-1005  </td></tr>\n",
       "<tr><td>neato            </td><td>7431.0239   </td><td>8796.8047 </td><td>7640.4272 </td><td>6418.5820 </td><td>4367.3003 </td><td>8357.7207 </td><td>5143.4614 </td><td>4592.6074 </td></tr>\n",
       "<tr><td>sfdp             </td><td>21948.3828  </td><td>2050.7039 </td><td>1049.1945 </td><td>1225.7437 </td><td>387.7397  </td><td>1751.4036 </td><td>2314.7744 </td><td>529.7366  </td></tr>\n",
       "<tr><td>GD2 (ST)         </td><td>0.0620      </td><td>0.1028    </td><td>0.0532    </td><td>0.1144    </td><td>0.5255    </td><td>0.1115    </td><td>0.3203    </td><td>0.2929    </td></tr>\n",
       "<tr><td>GD2 (ST+IL)      </td><td>**0.0036**  </td><td>**0.0027**</td><td>**0.0016**</td><td>**0.0094**</td><td>**0.4620**</td><td>**0.0021**</td><td>**0.2488**</td><td>**0.2453**</td></tr>\n",
       "<tr><td>GD2 (NP)         </td><td>0.6787      </td><td>0.8668    </td><td>0.3509    </td><td>0.8835    </td><td>3.3479    </td><td>0.6485    </td><td>1.0831    </td><td>1.3123    </td></tr>\n",
       "<tr><td>GD2 (ST+NP)      </td><td>0.6787      </td><td>0.2269    </td><td>0.0561    </td><td>0.4345    </td><td>1.6084    </td><td>0.4177    </td><td>0.7486    </td><td>0.5187    </td></tr>\n",
       "<tr><td>GD2 (ST+CR)      </td><td>0.5166      </td><td>0.1033    </td><td>0.0534    </td><td>0.1386    </td><td>0.5932    </td><td>0.2051    </td><td>0.3942    </td><td>0.4817    </td></tr>\n",
       "</tbody>\n",
       "</table>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<table>\n",
       "<tbody>\n",
       "<tr><td>Neighborhood Preservation</td><td>            </td><td>          </td><td>          </td><td>          </td><td>          </td><td>          </td><td>          </td><td>          </td></tr>\n",
       "<tr><td>                         </td><td>dodecahedron</td><td>tree-2-6  </td><td>grid-12-24</td><td>spx-teaser</td><td>494-bus   </td><td>grid1     </td><td>dwt-307   </td><td>dwt-1005  </td></tr>\n",
       "<tr><td>neato                    </td><td>0.7234      </td><td>0.7176    </td><td>**0.0000**</td><td>0.4739    </td><td>0.8455    </td><td>0.5576    </td><td>0.6985    </td><td>0.5450    </td></tr>\n",
       "<tr><td>sfdp                     </td><td>0.5714      </td><td>0.5922    </td><td>0.0628    </td><td>0.5330    </td><td>0.7501    </td><td>0.6506    </td><td>0.5842    </td><td>0.6533    </td></tr>\n",
       "<tr><td>GD2 (ST)                 </td><td>0.5000      </td><td>0.7208    </td><td>**0.0000**</td><td>0.5029    </td><td>0.8318    </td><td>0.5532    </td><td>0.6574    </td><td>0.5484    </td></tr>\n",
       "<tr><td>GD2 (ST+IL)              </td><td>0.6667      </td><td>0.7010    </td><td>**0.0000**</td><td>0.5181    </td><td>0.8674    </td><td>0.6741    </td><td>0.7657    </td><td>0.6654    </td></tr>\n",
       "<tr><td>GD2 (NP)                 </td><td>**0.4000**  </td><td>0.2254    </td><td>0.2761    </td><td>0.4874    </td><td>**0.6594**</td><td>0.4804    </td><td>**0.4284**</td><td>0.5155    </td></tr>\n",
       "<tr><td>GD2 (ST+NP)              </td><td>**0.4000**  </td><td>**0.1935**</td><td>**0.0000**</td><td>0.4671    </td><td>0.6641    </td><td>**0.3472**</td><td>0.4723    </td><td>**0.4411**</td></tr>\n",
       "<tr><td>GD2 (ST+CR)              </td><td>0.4810      </td><td>0.7143    </td><td>**0.0000**</td><td>**0.4198**</td><td>0.7646    </td><td>0.5320    </td><td>0.5820    </td><td>0.5667    </td></tr>\n",
       "</tbody>\n",
       "</table>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<table>\n",
       "<tbody>\n",
       "<tr><td>Crossings  </td><td>            </td><td>          </td><td>          </td><td>           </td><td>            </td><td>           </td><td>            </td><td>             </td></tr>\n",
       "<tr><td>           </td><td>dodecahedron</td><td>tree-2-6  </td><td>grid-12-24</td><td>spx-teaser </td><td>494-bus     </td><td>grid1      </td><td>dwt-307     </td><td>dwt-1005     </td></tr>\n",
       "<tr><td>neato      </td><td>8.0000      </td><td>1.0000    </td><td>**0.0000**</td><td>80.0000    </td><td>274.0000    </td><td>134.0000   </td><td>1896.0000   </td><td>8001.0000    </td></tr>\n",
       "<tr><td>sfdp       </td><td>9.0000      </td><td>2.0000    </td><td>**0.0000**</td><td>**72.0000**</td><td>141.0000    </td><td>109.0000   </td><td>1651.0000   </td><td>**5447.0000**</td></tr>\n",
       "<tr><td>GD2 (ST)   </td><td>10.0000     </td><td>**0.0000**</td><td>**0.0000**</td><td>73.0000    </td><td>283.0000    </td><td>133.0000   </td><td>1749.0000   </td><td>8367.0000    </td></tr>\n",
       "<tr><td>GD2 (ST+IL)</td><td>10.0000     </td><td>**0.0000**</td><td>**0.0000**</td><td>73.0000    </td><td>325.0000    </td><td>151.0000   </td><td>3924.0000   </td><td>13094.0000   </td></tr>\n",
       "<tr><td>GD2 (NP)   </td><td>10.0000     </td><td>5.0000    </td><td>109.0000  </td><td>155.0000   </td><td>216.0000    </td><td>**80.0000**</td><td>1251.0000   </td><td>10736.0000   </td></tr>\n",
       "<tr><td>GD2 (ST+NP)</td><td>6.0000      </td><td>**0.0000**</td><td>**0.0000**</td><td>111.0000   </td><td>**131.0000**</td><td>94.0000    </td><td>**265.0000**</td><td>6932.0000    </td></tr>\n",
       "<tr><td>GD2 (ST+CR)</td><td>**0.0000**  </td><td>**0.0000**</td><td>**0.0000**</td><td>73.0000    </td><td>187.0000    </td><td>133.0000   </td><td>347.0000    </td><td>8827.0000    </td></tr>\n",
       "</tbody>\n",
       "</table>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<table>\n",
       "<tbody>\n",
       "<tr><td>Crossing Angle Maximization</td><td>            </td><td>          </td><td>          </td><td>          </td><td>          </td><td>          </td><td>          </td><td>          </td></tr>\n",
       "<tr><td>                           </td><td>dodecahedron</td><td>tree-2-6  </td><td>grid-12-24</td><td>spx-teaser</td><td>494-bus   </td><td>grid1     </td><td>dwt-307   </td><td>dwt-1005  </td></tr>\n",
       "<tr><td>neato                      </td><td>0.2537      </td><td>0.4187    </td><td>**0.0000**</td><td>0.7865    </td><td>0.9560    </td><td>0.9266    </td><td>0.9702    </td><td>0.9993    </td></tr>\n",
       "<tr><td>sfdp                       </td><td>0.6225      </td><td>0.2353    </td><td>**0.0000**</td><td>0.8057    </td><td>0.9718    </td><td>0.9699    </td><td>0.9629    </td><td>0.9998    </td></tr>\n",
       "<tr><td>GD2 (ST)                   </td><td>0.6011      </td><td>**0.0000**</td><td>**0.0000**</td><td>0.9751    </td><td>0.9230    </td><td>0.9460    </td><td>0.9831    </td><td>0.9903    </td></tr>\n",
       "<tr><td>GD2 (ST+IL)                </td><td>0.6023      </td><td>**0.0000**</td><td>**0.0000**</td><td>**0.5755**</td><td>0.9700    </td><td>**0.8370**</td><td>0.9892    </td><td>0.9979    </td></tr>\n",
       "<tr><td>GD2 (NP)                   </td><td>0.9686      </td><td>0.8077    </td><td>0.9448    </td><td>0.9991    </td><td>0.9133    </td><td>0.9388    </td><td>0.9879    </td><td>0.9921    </td></tr>\n",
       "<tr><td>GD2 (ST+NP)                </td><td>0.9686      </td><td>**0.0000**</td><td>**0.0000**</td><td>0.9997    </td><td>**0.8381**</td><td>0.8639    </td><td>0.9584    </td><td>0.9919    </td></tr>\n",
       "<tr><td>GD2 (ST+CR)                </td><td>**0.0000**  </td><td>**0.0000**</td><td>**0.0000**</td><td>0.9404    </td><td>0.8854    </td><td>0.8891    </td><td>**0.9548**</td><td>**0.9845**</td></tr>\n",
       "</tbody>\n",
       "</table>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<table>\n",
       "<tbody>\n",
       "<tr><td>Aspect Ratio</td><td>            </td><td>          </td><td>          </td><td>          </td><td>          </td><td>          </td><td>          </td><td>          </td></tr>\n",
       "<tr><td>            </td><td>dodecahedron</td><td>tree-2-6  </td><td>grid-12-24</td><td>spx-teaser</td><td>494-bus   </td><td>grid1     </td><td>dwt-307   </td><td>dwt-1005  </td></tr>\n",
       "<tr><td>neato       </td><td>0.0560      </td><td>0.1490    </td><td>0.4773    </td><td>0.0104    </td><td>0.1340    </td><td>0.3134    </td><td>0.0646    </td><td>**0.0093**</td></tr>\n",
       "<tr><td>sfdp        </td><td>**0.0431**  </td><td>**0.0799**</td><td>0.5360    </td><td>0.0104    </td><td>0.1880    </td><td>0.4308    </td><td>0.0946    </td><td>0.0243    </td></tr>\n",
       "<tr><td>GD2 (ST)    </td><td>0.0455      </td><td>0.1490    </td><td>0.4696    </td><td>**0.0015**</td><td>0.1546    </td><td>0.2905    </td><td>0.0684    </td><td>0.0751    </td></tr>\n",
       "<tr><td>GD2 (ST+IL) </td><td>0.0476      </td><td>0.1680    </td><td>0.5066    </td><td>0.0133    </td><td>0.1614    </td><td>0.4356    </td><td>0.1544    </td><td>0.0393    </td></tr>\n",
       "<tr><td>GD2 (NP)    </td><td>0.0439      </td><td>0.1130    </td><td>**0.4625**</td><td>0.1663    </td><td>0.1607    </td><td>**0.0493**</td><td>0.1082    </td><td>0.2815    </td></tr>\n",
       "<tr><td>GD2 (ST+NP) </td><td>0.0439      </td><td>0.1304    </td><td>0.4762    </td><td>0.0018    </td><td>0.1743    </td><td>0.2049    </td><td>0.0724    </td><td>0.0794    </td></tr>\n",
       "<tr><td>GD2 (ST+CR) </td><td>0.1221      </td><td>0.1469    </td><td>0.4734    </td><td>0.0274    </td><td>**0.1321**</td><td>0.3721    </td><td>**0.0316**</td><td>0.0705    </td></tr>\n",
       "</tbody>\n",
       "</table>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<table>\n",
       "<tbody>\n",
       "<tr><td>Angular Resolution</td><td>            </td><td>          </td><td>          </td><td>          </td><td>          </td><td>          </td><td>          </td><td>          </td></tr>\n",
       "<tr><td>                  </td><td>dodecahedron</td><td>tree-2-6  </td><td>grid-12-24</td><td>spx-teaser</td><td>494-bus   </td><td>grid1     </td><td>dwt-307   </td><td>dwt-1005  </td></tr>\n",
       "<tr><td>neato             </td><td>0.7530      </td><td>0.7489    </td><td>0.5247    </td><td>0.9987    </td><td>0.9976    </td><td>0.9997    </td><td>0.9998    </td><td>1.0000    </td></tr>\n",
       "<tr><td>sfdp              </td><td>0.4592      </td><td>0.9077    </td><td>0.5465    </td><td>0.9959    </td><td>0.9990    </td><td>0.9964    </td><td>0.9997    </td><td>1.0000    </td></tr>\n",
       "<tr><td>GD2 (ST)          </td><td>**0.4006**  </td><td>0.7500    </td><td>0.5240    </td><td>0.9886    </td><td>**0.9931**</td><td>0.9406    </td><td>0.9991    </td><td>0.9997    </td></tr>\n",
       "<tr><td>GD2 (ST+IL)       </td><td>0.5169      </td><td>0.8435    </td><td>0.4974    </td><td>**0.9385**</td><td>0.9994    </td><td>**0.9316**</td><td>0.9995    </td><td>1.0000    </td></tr>\n",
       "<tr><td>GD2 (NP)          </td><td>0.9275      </td><td>0.9762    </td><td>0.9945    </td><td>0.9963    </td><td>0.9998    </td><td>0.9840    </td><td>0.9998    </td><td>1.0000    </td></tr>\n",
       "<tr><td>GD2 (ST+NP)       </td><td>0.9520      </td><td>**0.4657**</td><td>**0.4873**</td><td>0.9997    </td><td>0.9994    </td><td>0.9977    </td><td>0.9993    </td><td>0.9999    </td></tr>\n",
       "<tr><td>GD2 (ST+CR)       </td><td>0.7462      </td><td>0.7686    </td><td>0.5256    </td><td>0.9956    </td><td>0.9978    </td><td>0.9689    </td><td>**0.9979**</td><td>**0.9994**</td></tr>\n",
       "</tbody>\n",
       "</table>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<table>\n",
       "<tbody>\n",
       "<tr><td>Vertex Resolution</td><td>            </td><td>          </td><td>          </td><td>          </td><td>          </td><td>          </td><td>          </td><td>          </td></tr>\n",
       "<tr><td>                 </td><td>dodecahedron</td><td>tree-2-6  </td><td>grid-12-24</td><td>spx-teaser</td><td>494-bus   </td><td>grid1     </td><td>dwt-307   </td><td>dwt-1005  </td></tr>\n",
       "<tr><td>neato            </td><td>0.6366      </td><td>0.7353    </td><td>0.3621    </td><td>0.7654    </td><td>**0.9479**</td><td>**0.7804**</td><td>0.8703    </td><td>**0.9309**</td></tr>\n",
       "<tr><td>sfdp             </td><td>0.3908      </td><td>**0.5939**</td><td>0.8068    </td><td>0.8251    </td><td>0.9514    </td><td>0.8773    </td><td>0.8594    </td><td>0.9670    </td></tr>\n",
       "<tr><td>GD2 (ST)         </td><td>**0.2694**  </td><td>0.7273    </td><td>0.3676    </td><td>**0.6631**</td><td>0.9912    </td><td>0.7975    </td><td>0.8685    </td><td>0.9759    </td></tr>\n",
       "<tr><td>GD2 (ST+IL)      </td><td>0.3336      </td><td>0.7049    </td><td>**0.3541**</td><td>0.7880    </td><td>0.9934    </td><td>0.9733    </td><td>0.9936    </td><td>0.9927    </td></tr>\n",
       "<tr><td>GD2 (NP)         </td><td>1.0000      </td><td>0.8750    </td><td>0.9017    </td><td>0.9920    </td><td>0.9859    </td><td>0.8135    </td><td>0.8268    </td><td>0.9868    </td></tr>\n",
       "<tr><td>GD2 (ST+NP)      </td><td>1.0000      </td><td>0.6879    </td><td>0.4544    </td><td>0.9998    </td><td>0.9895    </td><td>0.7909    </td><td>0.8615    </td><td>0.9775    </td></tr>\n",
       "<tr><td>GD2 (ST+CR)      </td><td>0.5704      </td><td>0.7621    </td><td>0.3787    </td><td>0.7888    </td><td>0.9542    </td><td>0.9082    </td><td>**0.7850**</td><td>0.9495    </td></tr>\n",
       "</tbody>\n",
       "</table>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<table>\n",
       "<tbody>\n",
       "<tr><td>Gabriel    </td><td>            </td><td>          </td><td>          </td><td>          </td><td>          </td><td>          </td><td>          </td><td>          </td></tr>\n",
       "<tr><td>           </td><td>dodecahedron</td><td>tree-2-6  </td><td>grid-12-24</td><td>spx-teaser</td><td>494-bus   </td><td>grid1     </td><td>dwt-307   </td><td>dwt-1005  </td></tr>\n",
       "<tr><td>neato      </td><td>**0.4295**  </td><td>0.5952    </td><td>**0.0000**</td><td>0.9334    </td><td>**1.0000**</td><td>0.9195    </td><td>**1.0000**</td><td>**1.0000**</td></tr>\n",
       "<tr><td>sfdp       </td><td>0.8605      </td><td>0.8062    </td><td>0.1481    </td><td>0.7585    </td><td>**1.0000**</td><td>0.9673    </td><td>**1.0000**</td><td>**1.0000**</td></tr>\n",
       "<tr><td>GD2 (ST)   </td><td>0.6770      </td><td>0.1297    </td><td>**0.0000**</td><td>0.7947    </td><td>**1.0000**</td><td>0.9630    </td><td>**1.0000**</td><td>**1.0000**</td></tr>\n",
       "<tr><td>GD2 (ST+IL)</td><td>0.6795      </td><td>**0.0000**</td><td>**0.0000**</td><td>0.8338    </td><td>**1.0000**</td><td>**0.8601**</td><td>**1.0000**</td><td>**1.0000**</td></tr>\n",
       "<tr><td>GD2 (NP)   </td><td>0.9507      </td><td>0.9542    </td><td>0.9727    </td><td>0.9201    </td><td>**1.0000**</td><td>0.9029    </td><td>**1.0000**</td><td>**1.0000**</td></tr>\n",
       "<tr><td>GD2 (ST+NP)</td><td>0.9507      </td><td>0.6583    </td><td>**0.0000**</td><td>**0.0391**</td><td>**1.0000**</td><td>0.9155    </td><td>**1.0000**</td><td>**1.0000**</td></tr>\n",
       "<tr><td>GD2 (ST+CR)</td><td>0.7044      </td><td>0.2048    </td><td>**0.0000**</td><td>0.9668    </td><td>**1.0000**</td><td>0.9883    </td><td>**1.0000**</td><td>**1.0000**</td></tr>\n",
       "</tbody>\n",
       "</table>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "for c,t in quality_tables.items():\n",
    "    display(HTML(tabulate.tabulate(t, tablefmt='html')))\n",
    "#     display(HTML(tabulate.tabulate(t, tablefmt='latex_raw')))\n",
    "    "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 284,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<table>\n",
       "<tbody>\n",
       "<tr><td>Stress     </td><td>            </td><td>        </td><td>          </td><td>          </td><td>        </td><td>        </td><td>        </td><td>        </td></tr>\n",
       "<tr><td>           </td><td>dodecahedron</td><td>tree_2_6</td><td>grid_12_24</td><td>spx_teaser</td><td>494_bus </td><td>grid1   </td><td>dwt_307 </td><td>dwt_1005</td></tr>\n",
       "<tr><td>neato      </td><td>4378.97     </td><td>4609.01 </td><td>4958.93   </td><td>4864.91   </td><td>4647.27 </td><td>4709.64 </td><td>4604.8  </td><td>4928.73 </td></tr>\n",
       "<tr><td>sfdp       </td><td>13043.08    </td><td>1766.94 </td><td>800.35    </td><td>1666.39   </td><td>948.44  </td><td>1092.3  </td><td>2310.81 </td><td>724.97  </td></tr>\n",
       "<tr><td>GD2 (ST)   </td><td>**0.08++    </td><td>**0.08++</td><td>**0.01++  </td><td>**0.03++  </td><td>**0.07++</td><td>**0.06++</td><td>**0.08++</td><td>**0.02++</td></tr>\n",
       "<tr><td>GD2 (ST+IL)</td><td>0.11        </td><td>0.1     </td><td>0.03      </td><td>0.05      </td><td>0.09    </td><td>0.1     </td><td>0.12    </td><td>0.04    </td></tr>\n",
       "<tr><td>GD2 (ST+CR)</td><td>0.19        </td><td>0.08    </td><td>0.01      </td><td>0.03      </td><td>0.08    </td><td>0.07    </td><td>0.09    </td><td>0.04    </td></tr>\n",
       "<tr><td>GD2 (NP)   </td><td>0.19        </td><td>0.23    </td><td>0.07      </td><td>0.24      </td><td>0.82    </td><td>0.15    </td><td>0.28    </td><td>0.28    </td></tr>\n",
       "</tbody>\n",
       "</table>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<table>\n",
       "<tbody>\n",
       "<tr><td>Ideal Edge Length</td><td>            </td><td>        </td><td>          </td><td>          </td><td>        </td><td>       </td><td>        </td><td>        </td></tr>\n",
       "<tr><td>                 </td><td>dodecahedron</td><td>tree_2_6</td><td>grid_12_24</td><td>spx_teaser</td><td>494_bus </td><td>grid1  </td><td>dwt_307 </td><td>dwt_1005</td></tr>\n",
       "<tr><td>neato            </td><td>7431.02     </td><td>8796.8  </td><td>7640.43   </td><td>6418.58   </td><td>4367.3  </td><td>8357.72</td><td>5143.46 </td><td>4592.61 </td></tr>\n",
       "<tr><td>sfdp             </td><td>21948.38    </td><td>2050.7  </td><td>1049.19   </td><td>1225.74   </td><td>387.74  </td><td>1751.4 </td><td>2314.77 </td><td>529.74  </td></tr>\n",
       "<tr><td>GD2 (ST)         </td><td>0.06        </td><td>0.1     </td><td>0.05      </td><td>0.11      </td><td>0.53    </td><td>0.11   </td><td>0.32    </td><td>0.29    </td></tr>\n",
       "<tr><td>GD2 (ST+IL)      </td><td>**0.0++     </td><td>**0.0++ </td><td>**0.0++   </td><td>**0.01++  </td><td>**0.46++</td><td>**0.0++</td><td>**0.25++</td><td>**0.25++</td></tr>\n",
       "<tr><td>GD2 (ST+CR)      </td><td>0.52        </td><td>0.1     </td><td>0.05      </td><td>0.14      </td><td>0.59    </td><td>0.21   </td><td>0.39    </td><td>0.48    </td></tr>\n",
       "<tr><td>GD2 (NP)         </td><td>0.68        </td><td>0.87    </td><td>0.35      </td><td>0.88      </td><td>3.35    </td><td>0.65   </td><td>1.08    </td><td>1.31    </td></tr>\n",
       "</tbody>\n",
       "</table>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<table>\n",
       "<tbody>\n",
       "<tr><td>Neighborhood Preservation</td><td>            </td><td>        </td><td>          </td><td>          </td><td>        </td><td>        </td><td>        </td><td>        </td></tr>\n",
       "<tr><td>                         </td><td>dodecahedron</td><td>tree_2_6</td><td>grid_12_24</td><td>spx_teaser</td><td>494_bus </td><td>grid1   </td><td>dwt_307 </td><td>dwt_1005</td></tr>\n",
       "<tr><td>neato                    </td><td>0.72        </td><td>0.72    </td><td>**0.0++   </td><td>0.47      </td><td>0.85    </td><td>0.56    </td><td>0.7     </td><td>0.55    </td></tr>\n",
       "<tr><td>sfdp                     </td><td>0.57        </td><td>0.59    </td><td>0.06      </td><td>0.53      </td><td>0.75    </td><td>0.65    </td><td>0.58    </td><td>0.65    </td></tr>\n",
       "<tr><td>GD2 (ST)                 </td><td>0.5         </td><td>0.72    </td><td>0.0       </td><td>0.5       </td><td>0.83    </td><td>0.55    </td><td>0.66    </td><td>0.55    </td></tr>\n",
       "<tr><td>GD2 (ST+IL)              </td><td>0.67        </td><td>0.7     </td><td>0.0       </td><td>0.52      </td><td>0.87    </td><td>0.67    </td><td>0.77    </td><td>0.67    </td></tr>\n",
       "<tr><td>GD2 (ST+CR)              </td><td>0.48        </td><td>0.71    </td><td>0.0       </td><td>**0.42++  </td><td>0.76    </td><td>0.53    </td><td>0.58    </td><td>0.57    </td></tr>\n",
       "<tr><td>GD2 (NP)                 </td><td>**0.4++     </td><td>**0.23++</td><td>0.28      </td><td>0.49      </td><td>**0.66++</td><td>**0.48++</td><td>**0.43++</td><td>**0.52++</td></tr>\n",
       "</tbody>\n",
       "</table>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<table>\n",
       "<tbody>\n",
       "<tr><td>Crossings  </td><td>            </td><td>        </td><td>          </td><td>          </td><td>         </td><td>        </td><td>         </td><td>          </td></tr>\n",
       "<tr><td>           </td><td>dodecahedron</td><td>tree_2_6</td><td>grid_12_24</td><td>spx_teaser</td><td>494_bus  </td><td>grid1   </td><td>dwt_307  </td><td>dwt_1005  </td></tr>\n",
       "<tr><td>neato      </td><td>8.0         </td><td>1.0     </td><td>**0.0++   </td><td>80.0      </td><td>274.0    </td><td>134.0   </td><td>1896.0   </td><td>8001.0    </td></tr>\n",
       "<tr><td>sfdp       </td><td>9.0         </td><td>2.0     </td><td>0.0       </td><td>**72.0++  </td><td>**141.0++</td><td>109.0   </td><td>1651.0   </td><td>**5447.0++</td></tr>\n",
       "<tr><td>GD2 (ST)   </td><td>10.0        </td><td>**0.0++ </td><td>0.0       </td><td>73.0      </td><td>283.0    </td><td>133.0   </td><td>1749.0   </td><td>8367.0    </td></tr>\n",
       "<tr><td>GD2 (ST+IL)</td><td>10.0        </td><td>0.0     </td><td>0.0       </td><td>73.0      </td><td>325.0    </td><td>151.0   </td><td>3924.0   </td><td>13094.0   </td></tr>\n",
       "<tr><td>GD2 (ST+CR)</td><td>**0.0++     </td><td>0.0     </td><td>0.0       </td><td>73.0      </td><td>187.0    </td><td>133.0   </td><td>**347.0++</td><td>8827.0    </td></tr>\n",
       "<tr><td>GD2 (NP)   </td><td>10.0        </td><td>5.0     </td><td>109.0     </td><td>155.0     </td><td>216.0    </td><td>**80.0++</td><td>1251.0   </td><td>10736.0   </td></tr>\n",
       "</tbody>\n",
       "</table>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<table>\n",
       "<tbody>\n",
       "<tr><td>Crossing Angle Maximization</td><td>            </td><td>        </td><td>          </td><td>          </td><td>        </td><td>        </td><td>        </td><td>        </td></tr>\n",
       "<tr><td>                           </td><td>dodecahedron</td><td>tree_2_6</td><td>grid_12_24</td><td>spx_teaser</td><td>494_bus </td><td>grid1   </td><td>dwt_307 </td><td>dwt_1005</td></tr>\n",
       "<tr><td>neato                      </td><td>0.25        </td><td>0.42    </td><td>**0.0++   </td><td>0.79      </td><td>0.96    </td><td>0.93    </td><td>0.97    </td><td>1.0     </td></tr>\n",
       "<tr><td>sfdp                       </td><td>0.62        </td><td>0.24    </td><td>0.0       </td><td>0.81      </td><td>0.97    </td><td>0.97    </td><td>0.96    </td><td>1.0     </td></tr>\n",
       "<tr><td>GD2 (ST)                   </td><td>0.6         </td><td>**0.0++ </td><td>0.0       </td><td>0.98      </td><td>0.92    </td><td>0.95    </td><td>0.98    </td><td>0.99    </td></tr>\n",
       "<tr><td>GD2 (ST+IL)                </td><td>0.6         </td><td>0.0     </td><td>0.0       </td><td>**0.58++  </td><td>0.97    </td><td>**0.84++</td><td>0.99    </td><td>1.0     </td></tr>\n",
       "<tr><td>GD2 (ST+CR)                </td><td>**0.0++     </td><td>0.0     </td><td>0.0       </td><td>0.94      </td><td>**0.89++</td><td>0.89    </td><td>**0.95++</td><td>**0.98++</td></tr>\n",
       "<tr><td>GD2 (NP)                   </td><td>0.97        </td><td>0.81    </td><td>0.94      </td><td>1.0       </td><td>0.91    </td><td>0.94    </td><td>0.99    </td><td>0.99    </td></tr>\n",
       "</tbody>\n",
       "</table>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<table>\n",
       "<tbody>\n",
       "<tr><td>Aspect Ratio</td><td>            </td><td>        </td><td>          </td><td>          </td><td>        </td><td>        </td><td>        </td><td>        </td></tr>\n",
       "<tr><td>            </td><td>dodecahedron</td><td>tree_2_6</td><td>grid_12_24</td><td>spx_teaser</td><td>494_bus </td><td>grid1   </td><td>dwt_307 </td><td>dwt_1005</td></tr>\n",
       "<tr><td>neato       </td><td>0.06        </td><td>0.15    </td><td>0.48      </td><td>0.01      </td><td>**0.13++</td><td>0.31    </td><td>0.06    </td><td>**0.01++</td></tr>\n",
       "<tr><td>sfdp        </td><td>**0.04++    </td><td>**0.08++</td><td>0.54      </td><td>0.01      </td><td>0.19    </td><td>0.43    </td><td>0.09    </td><td>0.02    </td></tr>\n",
       "<tr><td>GD2 (ST)    </td><td>0.05        </td><td>0.15    </td><td>0.47      </td><td>**0.0++   </td><td>0.15    </td><td>0.29    </td><td>0.07    </td><td>0.08    </td></tr>\n",
       "<tr><td>GD2 (ST+IL) </td><td>0.05        </td><td>0.17    </td><td>0.51      </td><td>0.01      </td><td>0.16    </td><td>0.44    </td><td>0.15    </td><td>0.04    </td></tr>\n",
       "<tr><td>GD2 (ST+CR) </td><td>0.12        </td><td>0.15    </td><td>0.47      </td><td>0.03      </td><td>0.13    </td><td>0.37    </td><td>**0.03++</td><td>0.07    </td></tr>\n",
       "<tr><td>GD2 (NP)    </td><td>0.04        </td><td>0.11    </td><td>**0.46++  </td><td>0.17      </td><td>0.16    </td><td>**0.05++</td><td>0.11    </td><td>0.28    </td></tr>\n",
       "</tbody>\n",
       "</table>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<table>\n",
       "<tbody>\n",
       "<tr><td>Angular Resolution</td><td>            </td><td>        </td><td>          </td><td>          </td><td>        </td><td>        </td><td>       </td><td>        </td></tr>\n",
       "<tr><td>                  </td><td>dodecahedron</td><td>tree_2_6</td><td>grid_12_24</td><td>spx_teaser</td><td>494_bus </td><td>grid1   </td><td>dwt_307</td><td>dwt_1005</td></tr>\n",
       "<tr><td>neato             </td><td>0.75        </td><td>**0.75++</td><td>0.52      </td><td>1.0       </td><td>1.0     </td><td>1.0     </td><td>**1.0++</td><td>**1.0++ </td></tr>\n",
       "<tr><td>sfdp              </td><td>0.46        </td><td>0.91    </td><td>0.55      </td><td>1.0       </td><td>1.0     </td><td>1.0     </td><td>1.0    </td><td>1.0     </td></tr>\n",
       "<tr><td>GD2 (ST)          </td><td>**0.4++     </td><td>0.75    </td><td>0.52      </td><td>0.99      </td><td>**0.99++</td><td>0.94    </td><td>1.0    </td><td>1.0     </td></tr>\n",
       "<tr><td>GD2 (ST+IL)       </td><td>0.52        </td><td>0.84    </td><td>**0.5++   </td><td>**0.94++  </td><td>1.0     </td><td>**0.93++</td><td>1.0    </td><td>1.0     </td></tr>\n",
       "<tr><td>GD2 (ST+CR)       </td><td>0.75        </td><td>0.77    </td><td>0.53      </td><td>1.0       </td><td>1.0     </td><td>0.97    </td><td>1.0    </td><td>1.0     </td></tr>\n",
       "<tr><td>GD2 (NP)          </td><td>0.93        </td><td>0.98    </td><td>0.99      </td><td>1.0       </td><td>1.0     </td><td>0.98    </td><td>1.0    </td><td>1.0     </td></tr>\n",
       "</tbody>\n",
       "</table>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<table>\n",
       "<tbody>\n",
       "<tr><td>Vertex Resolution</td><td>            </td><td>        </td><td>          </td><td>          </td><td>        </td><td>        </td><td>        </td><td>        </td></tr>\n",
       "<tr><td>                 </td><td>dodecahedron</td><td>tree_2_6</td><td>grid_12_24</td><td>spx_teaser</td><td>494_bus </td><td>grid1   </td><td>dwt_307 </td><td>dwt_1005</td></tr>\n",
       "<tr><td>neato            </td><td>0.64        </td><td>0.74    </td><td>0.36      </td><td>0.77      </td><td>**0.95++</td><td>**0.78++</td><td>0.87    </td><td>**0.93++</td></tr>\n",
       "<tr><td>sfdp             </td><td>0.39        </td><td>**0.59++</td><td>0.81      </td><td>0.83      </td><td>0.95    </td><td>0.88    </td><td>0.86    </td><td>0.97    </td></tr>\n",
       "<tr><td>GD2 (ST)         </td><td>**0.27++    </td><td>0.73    </td><td>0.37      </td><td>**0.66++  </td><td>0.99    </td><td>0.8     </td><td>0.87    </td><td>0.98    </td></tr>\n",
       "<tr><td>GD2 (ST+IL)      </td><td>0.33        </td><td>0.7     </td><td>**0.35++  </td><td>0.79      </td><td>0.99    </td><td>0.97    </td><td>0.99    </td><td>0.99    </td></tr>\n",
       "<tr><td>GD2 (ST+CR)      </td><td>0.57        </td><td>0.76    </td><td>0.38      </td><td>0.79      </td><td>0.95    </td><td>0.91    </td><td>**0.79++</td><td>0.95    </td></tr>\n",
       "<tr><td>GD2 (NP)         </td><td>1.0         </td><td>0.88    </td><td>0.9       </td><td>0.99      </td><td>0.99    </td><td>0.81    </td><td>0.83    </td><td>0.99    </td></tr>\n",
       "</tbody>\n",
       "</table>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<table>\n",
       "<tbody>\n",
       "<tr><td>Gabriel    </td><td>            </td><td>        </td><td>          </td><td>          </td><td>       </td><td>        </td><td>       </td><td>        </td></tr>\n",
       "<tr><td>           </td><td>dodecahedron</td><td>tree_2_6</td><td>grid_12_24</td><td>spx_teaser</td><td>494_bus</td><td>grid1   </td><td>dwt_307</td><td>dwt_1005</td></tr>\n",
       "<tr><td>neato      </td><td>**0.43++    </td><td>0.6     </td><td>**0.0++   </td><td>0.93      </td><td>**1.0++</td><td>0.92    </td><td>**1.0++</td><td>**1.0++ </td></tr>\n",
       "<tr><td>sfdp       </td><td>0.86        </td><td>0.81    </td><td>0.15      </td><td>**0.76++  </td><td>1.0    </td><td>0.97    </td><td>1.0    </td><td>1.0     </td></tr>\n",
       "<tr><td>GD2 (ST)   </td><td>0.68        </td><td>0.13    </td><td>0.0       </td><td>0.79      </td><td>1.0    </td><td>0.96    </td><td>1.0    </td><td>1.0     </td></tr>\n",
       "<tr><td>GD2 (ST+IL)</td><td>0.68        </td><td>**0.0++ </td><td>0.0       </td><td>0.83      </td><td>1.0    </td><td>**0.86++</td><td>1.0    </td><td>1.0     </td></tr>\n",
       "<tr><td>GD2 (ST+CR)</td><td>0.7         </td><td>0.2     </td><td>0.0       </td><td>0.97      </td><td>1.0    </td><td>0.99    </td><td>1.0    </td><td>1.0     </td></tr>\n",
       "<tr><td>GD2 (NP)   </td><td>0.95        </td><td>0.95    </td><td>0.97      </td><td>0.92      </td><td>1.0    </td><td>0.9     </td><td>1.0    </td><td>1.0     </td></tr>\n",
       "</tbody>\n",
       "</table>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "for c,t in quality_tables.items():\n",
    "    display(HTML(tabulate.tabulate(t, tablefmt='html')))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 142,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<table>\n",
       "<tbody>\n",
       "<tr><td>Sun  </td><td style=\"text-align: right;\">    </td><td style=\"text-align: right;\">       </td></tr>\n",
       "<tr><td>Earth</td><td style=\"text-align: right;\">6371</td><td style=\"text-align: right;\">5973.6 </td></tr>\n",
       "<tr><td>Moon </td><td style=\"text-align: right;\">1737</td><td style=\"text-align: right;\">  73.5 </td></tr>\n",
       "<tr><td>Mars </td><td style=\"text-align: right;\">3390</td><td style=\"text-align: right;\"> 641.85</td></tr>\n",
       "</tbody>\n",
       "</table>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# from IPython.display import HTML, display\n",
    "# import tabulate\n",
    "# table = [[\"Sun\"],\n",
    "#          [\"Earth\",6371,5973.6],\n",
    "#          [\"Moon\",1737,73.5],\n",
    "#          [\"Mars\",3390,641.85]]\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Example matrix"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# !mkdir -p ./analysis/pairs"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# ##DONE move it to GD2.py\n",
    "\n",
    "# import pickle as pkl\n",
    "\n",
    "# def dump(gd, fn='result.pkl'):\n",
    "#     with open(fn, 'wb') as f:\n",
    "#         pkl.dump(dict(\n",
    "#             G=gd.G,\n",
    "#             pos=gd.pos,\n",
    "#             i2k=gd.i2k,\n",
    "#             k2i=gd.k2i,\n",
    "#             iter=gd.i,\n",
    "#             runtime=gd.runtime,\n",
    "#             loss_curve=gd.loss_curve,\n",
    "#             qualities_by_time = gd.qualities_by_time,\n",
    "#         ), f)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "##choose a graph\n",
    "# G = nx.balanced_tree(2,5)\n",
    "# graph_str = 'tree_2_5'\n",
    "\n",
    "G = nx.grid_2d_graph(5,8)\n",
    "graph_str = 'grid_5_8'\n",
    "\n",
    "start_date = int(time.time())\n",
    "dir_out = f'./analysis/criteria_pairs/{graph_str}-t{start_date}'\n",
    "print(dir_out)\n",
    "if not Path(dir_out).exists():\n",
    "    os.makedirs(dir_out)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "%%time\n",
    "\n",
    "\n",
    "import importlib\n",
    "importlib.reload(C)\n",
    "importlib.reload(Q)\n",
    "importlib.reload(utils)\n",
    "importlib.reload(vis)\n",
    "import gd2\n",
    "importlib.reload(gd2)\n",
    "from gd2 import GD2\n",
    "\n",
    "\n",
    "\n",
    "\n",
    "\n",
    "\n",
    "\n",
    "\n",
    "\n",
    "criteria_weights = dict(\n",
    "    stress=1,\n",
    "    ideal_edge_length=0.5,\n",
    "    neighborhood_preservation=0.5,\n",
    "    crossings=1,\n",
    "    crossing_angle_maximization=0.1,\n",
    "    aspect_ratio=10,\n",
    "    angular_resolution=0.1,\n",
    "    vertex_resolution=0.05,\n",
    "    gabriel=0.5,\n",
    ")\n",
    "\n",
    "sample_sizes = dict(\n",
    "    stress=64,\n",
    "    neighborhood_preservation=16,\n",
    "    crossings=16,\n",
    "    crossing_angle_maximization=10,\n",
    "    aspect_ratio=int(len(G)**0.5),\n",
    "    angular_resolution=32,\n",
    "    vertex_resolution=int(len(G)**0.5),\n",
    "#     vertex_resolution=len(G),\n",
    "    gabriel=10,\n",
    ")\n",
    "\n",
    "\n",
    "\n",
    "\n",
    "## choose criteria\n",
    "criteria_all = [\n",
    "    'stress',\n",
    "    'ideal_edge_length',\n",
    "    'neighborhood_preservation',\n",
    "    'crossings',\n",
    "    'crossing_angle_maximization',\n",
    "    'aspect_ratio',\n",
    "    'angular_resolution',\n",
    "    'vertex_resolution',\n",
    "    'gabriel',\n",
    "]\n",
    "\n",
    "criteria_pairs = [\n",
    "    (ci, cj) for (i,ci), (j, cj) \n",
    "    in list(\n",
    "        itertools.product(\n",
    "            enumerate(criteria_all), \n",
    "            enumerate(criteria_all)\n",
    "        ))\n",
    "    if i<=j\n",
    "]\n",
    "\n",
    "\n",
    "for c1, c2 in tqdm(criteria_pairs):\n",
    "    criteria_pair = {c1,c2}\n",
    "    print(criteria_pair)\n",
    "\n",
    "    gd = GD2(G)\n",
    "\n",
    "    result = gd.optimize(\n",
    "        criteria_weights={c:criteria_weights[c] for c in criteria_pair}, \n",
    "        sample_sizes=sample_sizes,\n",
    "        evaluate=criteria_all,\n",
    "\n",
    "        max_iter=100, \n",
    "        evaluate_interval=10000//40,\n",
    "        vis_interval=-10000//10,\n",
    "#             clear_output=True,\n",
    "\n",
    "        optimizer_kwargs = dict(lr=2),\n",
    "        scheduler_kwargs = dict(verbose=False),\n",
    "    )\n",
    "    print(result['qualities'])\n",
    "\n",
    "    pos = gd.pos.detach().numpy()\n",
    "    pos_G = {k:pos[gd.k2i[k]] for k in gd.G.nodes}\n",
    "    vis.plot(\n",
    "        gd.G, pos_G,\n",
    "        gd.loss_curve, \n",
    "        result['iter'], result['runtime'],\n",
    "        edge=True, show=True, save=False\n",
    "    )\n",
    "\n",
    "\n",
    "\n",
    "    ## store data\n",
    "    if c1 == c2:\n",
    "        fn = c1\n",
    "    else:\n",
    "        fn = f'{c1}-vs-{c2}'\n",
    "    gd.save(f'{dir_out}/{fn}.pkl')\n",
    "\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## plot examples in a matrix"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "import importlib\n",
    "importlib.reload(C)\n",
    "importlib.reload(Q)\n",
    "importlib.reload(utils)\n",
    "importlib.reload(vis)\n",
    "import gd2\n",
    "importlib.reload(gd2)\n",
    "from gd2 import GD2"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "from matplotlib.gridspec import GridSpec"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# dir_in = './analysis/criteria_pairs/tree_2_6-0'\n",
    "# dir_in = './analysis/criteria_pairs/tree_2_5-t1633627830'\n",
    "# dir_in = './analysis/criteria_pairs/tree_2_5-t1633999851'\n",
    "\n",
    "dir_in_left = './analysis/criteria_pairs/tree_2_5-t1634182253'\n",
    "dir_in_upper = './analysis/criteria_pairs/grid_5_8-t1634182400'\n",
    "\n",
    "criteria_all = [\n",
    "    'stress',\n",
    "    'ideal_edge_length',\n",
    "    'neighborhood_preservation',\n",
    "    'crossings',\n",
    "    'crossing_angle_maximization',\n",
    "    'aspect_ratio',\n",
    "    'angular_resolution',\n",
    "    'vertex_resolution',\n",
    "    'gabriel',\n",
    "]\n",
    "n = len(criteria_all)\n",
    "\n",
    "\n",
    "# mode = 'criteria_pairs'\n",
    "mode = 'drawings'\n",
    "# mode = 'learning_curves'\n",
    "\n",
    "\n",
    "dpi = 120\n",
    "if mode == 'drawings':\n",
    "    space = 0.2\n",
    "    figsize = [35,35]\n",
    "else:\n",
    "    space = 0.3\n",
    "    figsize = [40,40]\n",
    "    \n",
    "fig = plt.figure(figsize=figsize, dpi=dpi)\n",
    "gs = GridSpec(n,n, wspace=space, hspace=space)\n",
    "\n",
    "criteria_pairs = list(itertools.product(enumerate(criteria_all), enumerate(criteria_all)))\n",
    "\n",
    "for (i,c1), (j,c2) in tqdm(criteria_pairs):\n",
    "    \n",
    "        if c1 == c2:\n",
    "            fn = c1\n",
    "        elif i<j:\n",
    "            fn = f'{c1}-vs-{c2}'\n",
    "        elif i>j:\n",
    "            fn = f'{c2}-vs-{c1}'\n",
    "            \n",
    "        with open(f'{dir_in}/{fn}.pkl', 'rb') as f:\n",
    "            data = pkl.load(f)\n",
    "#             ax = plt.subplot(gs[(n-1)-i,j])\n",
    "            ax = plt.subplot(gs[i,j])\n",
    "            \n",
    "            if mode == 'drawings':\n",
    "                ## draw graphs\n",
    "                pos = data['pos'].detach().numpy()\n",
    "                pos_G = {k:pos[data['k2i'][k]] for k in data['G'].nodes}\n",
    "                vis.draw_graph(\n",
    "                    data['G'], pos_G, ax=ax,\n",
    "                    ylabel=c1,# if j==0 else '',\n",
    "                    xlabel=c2,# if i==0 else '',\n",
    "                )\n",
    "                ax.xaxis.set_label_position('top')\n",
    "                plt.axis('equal')\n",
    "                ax.tick_params(left=False, bottom=False, labelleft=False, labelbottom=False)\n",
    "            \n",
    "            \n",
    "            elif mode == 'criteria_pairs':\n",
    "                ## plot learn curves\n",
    "                t = [r['time'] for r in data['qualities_by_time']]\n",
    "                quality_curve_x = [r['qualities'][c2] for r in data['qualities_by_time']]\n",
    "                quality_curve_y = [r['qualities'][c1] for r in data['qualities_by_time']]\n",
    "                plt.scatter(quality_curve_x, quality_curve_y, s=50, c=t)\n",
    "                plt.xlabel(c2)\n",
    "                plt.ylabel(c1)\n",
    "                \n",
    "                \n",
    "            elif mode == 'learning_curves':\n",
    "                ## plot quality curves       \n",
    "                t = [r['time'] for r in data['qualities_by_time']]\n",
    "                for c in criteria_all:\n",
    "                    quality_curve = np.array([r['qualities'][c] for r in data['qualities_by_time']])\n",
    "                    if c in {'stress', 'crossings', 'ideal_edge_length'}:\n",
    "                        quality_curve = quality_curve/quality_curve.max()\n",
    "                        \n",
    "                    if c == c1:\n",
    "                        color, alpha, style = 'C0', 1.0, '-'\n",
    "                    elif c == c2:\n",
    "                        color, alpha, style = 'C1', 1.0, '-'\n",
    "                    else:\n",
    "                        color, alpha, style = '#aaa', 1.0, '-'\n",
    "                    plt.plot(\n",
    "                        t, quality_curve, \n",
    "                        style, \n",
    "                        label=c if c==c1 or c==c2 else None,\n",
    "                        lw=2 if c==c1 or c==c2 else 0.5,\n",
    "                        color=color,\n",
    "                        alpha=alpha\n",
    "                    )\n",
    "                plt.xlabel('Time')\n",
    "                plt.ylabel('Quality')\n",
    "#                 plt.title(f'{c1} vs. {c2}')\n",
    "                plt.legend()\n",
    "                plt.ylim([-0.1, 1.5])\n",
    "\n",
    "t = dir_in.split('-')[-1]\n",
    "plt.savefig(f'{mode}-matrix-{t}.png', bbox_inches='tight', dpi=dpi)\n",
    "plt.show()\n",
    "            \n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## testing reyans hyper cubes"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "import json\n",
    "log_dir = 'reyan/log_folder/'\n",
    "problematic_files = ['input_11.txt', 'input_18.txt', 'input_26.txt', 'input_27.txt', 'input_28.txt', 'input_48.txt', 'input_56.txt', 'input_63.txt', 'input_70.txt', 'input_71.txt', 'input_73.txt', 'input_74.txt', 'input_75.txt', 'input_76.txt', 'input_93.txt', 'input_94.txt', 'input_95.txt', 'input_101.txt', 'input_102.txt', 'input_103.txt', 'input_108.txt', 'input_109.txt', 'input_110.txt', 'input_115.txt', 'input_116.txt', 'input_117.txt', 'input_118.txt', 'input_120.txt', 'input_121.txt', 'input_122.txt', 'input_123.txt', 'input_124.txt', 'input_125.txt', 'input_126.txt', 'input_127.txt', 'input_128.txt', 'input_129.txt', 'input_134.txt', 'input_137.txt', 'input_138.txt', 'input_139.txt', 'input_140.txt', 'input_146.txt', 'input_147.txt', 'input_148.txt', 'input_153.txt', 'input_154.txt', 'input_155.txt', 'input_157.txt', 'input_160.txt', 'input_161.txt', 'input_162.txt', 'input_163.txt', 'input_164.txt', 'input_166.txt', 'input_167.txt', 'input_168.txt', 'input_169.txt', 'input_170.txt', 'input_171.txt', 'input_172.txt', 'input_173.txt', 'input_174.txt', 'input_179.txt', 'input_183.txt', 'input_184.txt', 'input_185.txt', 'input_191.txt', 'input_192.txt', 'input_193.txt', 'input_198.txt', 'input_199.txt', 'input_200.txt', 'input_202.txt', 'input_205.txt', 'input_206.txt', 'input_208.txt', 'input_209.txt', 'input_211.txt', 'input_212.txt', 'input_213.txt', 'input_214.txt', 'input_215.txt', 'input_216.txt', 'input_217.txt', 'input_218.txt', 'input_219.txt', 'input_224.txt']\n",
    "pairs = []\n",
    "for fn in problematic_files:\n",
    "    with open(log_dir+fn) as f:\n",
    "        params = json.load(f)\n",
    "        graph_str = f'{params[\"graph\"]} {params[\"graph_param_1\"]}'\n",
    "        pairs.append(\n",
    "            (tuple(sorted(params['metrics'])),)\n",
    "            +(graph_str,fn.split('/')[-1].split('.')[0])\n",
    "        )\n",
    "        \n",
    "# for criteria, graph, fn in natsorted(pairs, key=lambda x:x[-1]):\n",
    "for criteria, graph, fn in natsorted(pairs, key=lambda x:x):\n",
    "    print(f'{graph}\\t{fn:<12} {criteria} ')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "from pathlib import Path"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "log_dir = 'log_folder/'\n",
    "problematic_files = ['input_11.txt', 'input_18.txt', 'input_26.txt', 'input_27.txt', 'input_28.txt', 'input_48.txt', 'input_56.txt', 'input_63.txt', 'input_70.txt', 'input_71.txt', 'input_73.txt', 'input_74.txt', 'input_75.txt', 'input_76.txt', 'input_93.txt', 'input_94.txt', 'input_95.txt', 'input_101.txt', 'input_102.txt', 'input_103.txt', 'input_108.txt', 'input_109.txt', 'input_110.txt', 'input_115.txt', 'input_116.txt', 'input_117.txt', 'input_118.txt', 'input_120.txt', 'input_121.txt', 'input_122.txt', 'input_123.txt', 'input_124.txt', 'input_125.txt', 'input_126.txt', 'input_127.txt', 'input_128.txt', 'input_129.txt', 'input_134.txt', 'input_137.txt', 'input_138.txt', 'input_139.txt', 'input_140.txt', 'input_146.txt', 'input_147.txt', 'input_148.txt', 'input_153.txt', 'input_154.txt', 'input_155.txt', 'input_157.txt', 'input_160.txt', 'input_161.txt', 'input_162.txt', 'input_163.txt', 'input_164.txt', 'input_166.txt', 'input_167.txt', 'input_168.txt', 'input_169.txt', 'input_170.txt', 'input_171.txt', 'input_172.txt', 'input_173.txt', 'input_174.txt', 'input_179.txt', 'input_183.txt', 'input_184.txt', 'input_185.txt', 'input_191.txt', 'input_192.txt', 'input_193.txt', 'input_198.txt', 'input_199.txt', 'input_200.txt', 'input_202.txt', 'input_205.txt', 'input_206.txt', 'input_208.txt', 'input_209.txt', 'input_211.txt', 'input_212.txt', 'input_213.txt', 'input_214.txt', 'input_215.txt', 'input_216.txt', 'input_217.txt', 'input_218.txt', 'input_219.txt', 'input_224.txt']\n",
    "\n",
    "for fn in problematic_files:\n",
    "        \n",
    "    with open(log_dir+fn) as json_file:\n",
    "        input_param = json.load(json_file)\n",
    "    \n",
    "    graph_str = (\n",
    "        input_param['graph']\n",
    "        + ' ' \n",
    "        + ' '.join(input_param[k] for k in natsorted(input_param) if k.startswith('graph_param_'))\n",
    "    )\n",
    "    metrics = input_param['metrics']\n",
    "    print(f'='*40)\n",
    "    print(f'fn: {fn}')\n",
    "    print(f'metrics: {metrics}')\n",
    "    print(f'graph: {graph_str}')\n",
    "    \n",
    "    if Path(input_param[\"output_file\"]).exists():\n",
    "        continue\n",
    "          \n",
    "    print('generating graph', end=' ')\n",
    "    if input_param[\"graph\"]==\"tree\":\n",
    "        G = nx.balanced_tree(int(input_param[\"graph_param_1\"]), int(input_param[\"graph_param_2\"]))\n",
    "    elif input_param[\"graph\"]==\"hypercube\":\n",
    "        G = nx.hypercube_graph(int(input_param[\"graph_param_1\"]))\n",
    "    elif input_param[\"graph\"]==\"grid\":\n",
    "        dim = int(input_param[\"graph_param_1\"])\n",
    "        G = nx.grid_graph(dim = [dim, dim])\n",
    "    print(f'of {len(G)} nodes')\n",
    "    \n",
    "    max_iter = 10000\n",
    "    criteria_weights_default = {\n",
    "        'stress': 4,\n",
    "        'ideal_edge_length':1,\n",
    "        'neighborhood_preservation':0.5,\n",
    "        'crossings':1,\n",
    "        'crossing_angle_maximization':0.1,\n",
    "        'aspect_ratio':10,\n",
    "        'angular_resolution':0.1,\n",
    "        'vertex_resolution':1,\n",
    "        'gabriel':0.01,\n",
    "    }\n",
    "\n",
    "    sample_sizes_default = {\n",
    "        'stress': 64,\n",
    "        'ideal_edge_length': 10,\n",
    "        'neighborhood_preservation': 16,\n",
    "        'crossings': 10,\n",
    "        'crossing_angle_maximization':10,\n",
    "        'aspect_ratio': 'full',\n",
    "        'angular_resolution': 10,\n",
    "        'vertex_resolution': int(len(G)**0.5),\n",
    "        'gabriel': 10,\n",
    "    }\n",
    "\n",
    "\n",
    "    criteria_weights = {}\n",
    "    for m in input_param['metrics']:\n",
    "        criteria_weights[m] = criteria_weights_default[m]\n",
    "\n",
    "\n",
    "    gd = GD2(G)\n",
    "    result = gd.optimize(\n",
    "        criteria_weights=criteria_weights,\n",
    "        sample_sizes=sample_sizes_default,\n",
    "\n",
    "        evaluate='all',\n",
    "    #     evaluate={'neighborhood_preservation'},\n",
    "#         evaluate=set(input_param['metrics']),\n",
    "\n",
    "        max_iter=max_iter, \n",
    "        evaluate_interval=-1,\n",
    "        vis_interval=-1,\n",
    "\n",
    "        optimizer_kwargs = dict(lr=1),\n",
    "        scheduler_kwargs = dict(verbose=False),\n",
    "    )\n",
    "\n",
    "\n",
    "    for q,v in result['qualities'].items():\n",
    "        print(q,v)\n",
    "\n",
    "    return_dict = dict(\n",
    "        metric_value=result['qualities'],\n",
    "        pos=result['pos'].detach().cpu().tolist(),\n",
    "        time=result['runtime']\n",
    "    )\n",
    "    \n",
    "    with open(input_param[\"output_file\"], 'w') as fp:\n",
    "        json.dump(return_dict, fp)\n",
    "          \n",
    "          \n",
    "    ## vis for debugging\n",
    "    pos = gd.pos.detach().numpy()\n",
    "    pos_G = {k:pos[gd.k2i[k]] for k in gd.G.nodes}\n",
    "    vis.plot(\n",
    "        gd.G, pos_G,\n",
    "        gd.loss_curve, \n",
    "        result['iter'], result['runtime'],\n",
    "        edge=True, show=True, save=False\n",
    "    )\n",
    "\n",
    "    "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "\n",
    "# from utils import lovasz_losses as L\n",
    "# a = torch.eye(5)\n",
    "# pred = torch.randn(5,5)\n",
    "# L.lovasz_softmax(pred, a)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Analysis of sample size"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# import importlib\n",
    "# importlib.reload(C)\n",
    "# importlib.reload(Q)\n",
    "# importlib.reload(utils)\n",
    "# importlib.reload(vis)\n",
    "# importlib.reload(gd2)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "import itertools"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# cm = plt.cm.viridis()\n",
    "\n",
    "# for result in results:\n",
    "    \n",
    "#     sample_size = result['sample_sizes']['stress']\n",
    "    \n",
    "#     t = [x['time'] for x in result['qualities_by_time']]\n",
    "#     stress = [x['qualities']['stress'] for x in result['qualities_by_time']]\n",
    "    \n",
    "#     plt.plot(t, stress, '.-', label=f'sample_size = {sample_size}', color=cm(np.log2(sample_size)/np.log2(512)))\n",
    "    \n",
    "# plt.xlabel('Total Time (sec)')\n",
    "# plt.ylabel('Stress')\n",
    "# plt.yscale('log')\n",
    "\n",
    "# plt.xlim([-10,100])\n",
    "# plt.legend()\n",
    "# plt.savefig('time-vs-stress-curve-by-sample-size-100sec.png')\n",
    "# plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# df.to_csv('./analysis/balanced-tree-2-8.csv')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "scrolled": false
   },
   "outputs": [],
   "source": [
    "df.plot('sample_size', 'runtime', style='o')\n",
    "df.plot('sample_size', 'stress', style='o');"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "plt.scatter(\n",
    "    df['runtime'], \n",
    "    df['stress'], \n",
    "    s=df['sample_size']+10, \n",
    "    linewidth=1,\n",
    "    edgecolor='#eee',\n",
    "    alpha=0.8,\n",
    "#     c=df['sample_size']+10,\n",
    "    label='Sample Size',\n",
    ")\n",
    "\n",
    "# plt.xscale('symlog')\n",
    "plt.xlabel('Runtime')\n",
    "plt.xlim([0, plt.xlim()[1]*1.1])\n",
    "\n",
    "# plt.yscale('log')\n",
    "plt.ylabel('Stress')\n",
    "plt.ylim([0, plt.ylim()[1]*1.1])\n",
    "\n",
    "plt.savefig('figures-tmp/runtime-vs-stress-by-sample_rate.png')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Dev"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "scrolled": false
   },
   "outputs": [],
   "source": [
    "%%time\n",
    "\n",
    "\n",
    "import importlib\n",
    "importlib.reload(C)\n",
    "importlib.reload(Q)\n",
    "importlib.reload(utils)\n",
    "importlib.reload(vis)\n",
    "\n",
    "\n",
    "runtime = []\n",
    "\n",
    "niter = int(1e6)\n",
    "\n",
    "shouldVis = True\n",
    "visIter = 5000\n",
    "\n",
    "shouldSnap = True\n",
    "snapIter = 5\n",
    "\n",
    "gClamp = 4\n",
    "minLR = 1e-5\n",
    "maxSampleSize = 64\n",
    "\n",
    "\n",
    "totalTime = 0\n",
    "\n",
    "print('generating graph', end=' ')\n",
    "# G = nx.grid_2d_graph(18,36)\n",
    "# G = nx.hypercube_graph(3)\n",
    "# G = nx.balanced_tree(2,4)\n",
    "G = utils.load_spx_teaser()\n",
    "# G = nx.karate_club_graph()\n",
    "\n",
    "\n",
    "# graph_name = 'grid1'\n",
    "# graph_name = 'grid1_dual'\n",
    "# graph_name = 'odepa400'\n",
    "# graph_name = 'netz4504_dual'\n",
    "# graph_name = 'L'\n",
    "# -----\n",
    "# graph_name = 'netz4504'\n",
    "# graph_name = 'qh882'\n",
    "# mat_dir = 'graphs/SuiteSparse Matrix Collection'\n",
    "# G = utils.load_mat(f'{mat_dir}/{graph_name}.mat')\n",
    "\n",
    "\n",
    "# G = nx.Graph()\n",
    "# G.add_nodes_from([0,1,2,3])\n",
    "# G.add_edges_from([(0,1),(2,3)])\n",
    "\n",
    "\n",
    "\n",
    "\n",
    "print(f'of {len(G)} nodes')\n",
    "maxDegree = max(dict(G.degree).values())\n",
    "print('Calculating all pairs shortest path', end='...')\n",
    "t0 = time.time()\n",
    "\n",
    "# D, k2i = utils.dict2tensor(dict(nx.all_pairs_shortest_path_length(G)))\n",
    "# adj,_ = utils.dict2tensor(dict(G.adjacency()), fill=1, device=device)\n",
    "D, adj_sparse, k2i = utils.shortest_path(G)\n",
    "adj = torch.from_numpy(adj_sparse.toarray())\n",
    "D = torch.from_numpy(D)\n",
    "\n",
    "i2k = {i:k for k,i in k2i.items()}\n",
    "edge_indices = [(k2i[e0], k2i[e1]) for e0,e1 in G.edges]\n",
    "node_indices = range(len(G))\n",
    "node_index_pairs = np.c_[\n",
    "    np.repeat(node_indices, len(G)),\n",
    "    np.tile(node_indices, len(G))\n",
    "]\n",
    "node_index_pairs_start = 0\n",
    "np.random.shuffle(node_index_pairs)\n",
    "\n",
    "\n",
    "    \n",
    "dt = time.time() - t0\n",
    "totalTime += dt\n",
    "\n",
    "W = 1/(D**2+1e-6)\n",
    "truth = adj + torch.eye(adj.shape[0], device=device)\n",
    "print('done')\n",
    "\n",
    "\n",
    "##training\n",
    "#     pos = torch.rand(len(G.nodes), 2, device=device)*2-1\n",
    "pos = torch.randn(len(G.nodes), 2, device=device)\n",
    "pos.requires_grad_(True)\n",
    "\n",
    "\n",
    "##LOAD prev layout\n",
    "# G_ = nx.read_gpickle(glob(f'layouts/balanced_tree_{2}_{7}-stress-*.gpickle')[0])\n",
    "# pos = {k2i[k]: G_.nodes[k]['pos'] for k in G_.nodes}\n",
    "# pos = torch.stack([torch.from_numpy(pos[i]) for i in range(len(pos))])\n",
    "# pos = pos.requires_grad_(True)\n",
    "\n",
    "\n",
    "optimizer = optim.SGD([pos], lr=0.1, momentum=0.7, nesterov=True)\n",
    "# optimizer = optim.RMSprop([pos], lr=0.01)\n",
    "# optimizer = optim.Adam([pos], lr=0.001)\n",
    "\n",
    "\n",
    "# scheduler = None\n",
    "scheduler = optim.lr_scheduler.ReduceLROnPlateau(\n",
    "    optimizer, factor=0.9, patience=np.ceil(np.log2(len(G)+1))*100, \n",
    "    min_lr=minLR, verbose=True\n",
    ")\n",
    "# scheduler = optim.lr_scheduler.LambdaLR(\n",
    "#     optimizer, \n",
    "#     lr_lambda=lambda e:1*(1-e/niter)\n",
    "# )\n",
    "\n",
    "\n",
    "iterBar = tqdm(range(niter))\n",
    "lossCurve = []\n",
    "sampleSize = min(len(G), maxSampleSize)\n",
    "degrees = adj.sum(1).numpy().astype(np.int64)\n",
    "xPath = []\n",
    "\n",
    "qualityMeasureInterval = max(1, niter // 30)\n",
    "qualityMeasureCurves = defaultdict(list)\n",
    "activeQualityMeasures = [\n",
    "    'stress',\n",
    "#     'ideal_edge_length',\n",
    "#     'neighborhood_preservation',\n",
    "#     'crossings',\n",
    "    \n",
    "#     'crossing_angle_maximization',\n",
    "    'aspect_ratio',\n",
    "#     'angular_resolution',\n",
    "#     'vertex_resolution',\n",
    "#     'gabriel',\n",
    "    \n",
    "]\n",
    "\n",
    "for i in iterBar:\n",
    "    t0 = time.time()\n",
    "    \n",
    "    ## optimization\n",
    "    optimizer.zero_grad()\n",
    "\n",
    "    if node_index_pairs_start >= len(node_index_pairs):\n",
    "        np.random.shuffle(node_index_pairs)\n",
    "        node_index_pairs_start = 0\n",
    "    stress_samples = node_index_pairs[node_index_pairs_start:node_index_pairs_start+sampleSize]\n",
    "    \n",
    "    loss = (\n",
    "        +C.stress(pos, D, W, samples=stress_samples)\n",
    "#         +0.5*C.ideal_edge_length(pos, G, k2i, sampleSize-1)\n",
    "#         +0.1*C.angular_resolution(pos, G, k2i, sampleSize=sampleSize//maxDegree)\n",
    "#         + 10*C.aspect_ratio(pos, sampleSize)\n",
    "#         C.crossing_angle_maximization(pos, G, k2i, i2k, sampleSize=10, sampleOn='crossings') ## slow for large sample size\n",
    "#     +0.001*C.vertex_resolution(pos, sampleSize, target=1/len(G)**0.5)\n",
    "#     + 0.1*C.gabriel(pos, G, k2i, sampleSize=int(sampleSize**0.5))\n",
    "#         +1*C.crossings(pos, G, k2i, reg_coef=0.01, niter=20, sampleSize=4, sampleOn='crossings')\n",
    "#         +C.crossings(pos, G, k2i, reg_coef=0.01, niter=20, sampleSize=20, sampleOn='edges')\n",
    "#         C.neighborhood_preseration(pos, G, adj, k2i, i2k, n_roots=2, depth_limit=2)\n",
    "    )\n",
    "    loss.backward()\n",
    "    pos.grad.clamp_(-gClamp, gClamp)\n",
    "    optimizer.step()\n",
    "    \n",
    "    node_index_pairs_start+=sampleSize\n",
    "    \n",
    "    ## debug info\n",
    "    totalTime += time.time() - t0\n",
    "    if loss.isnan():\n",
    "        raise Exception('loss is nan')\n",
    "    if pos.isnan().any():\n",
    "        raise Exception('pos is nan')\n",
    "    \n",
    "    if i % int(niter/100) == int(niter/100)-1:\n",
    "        iterBar.set_postfix({'loss': loss.item(), })    \n",
    "    if len(lossCurve) > 0:\n",
    "        lossCurve.append(0.9*lossCurve[-1] + 0.1*loss.item())\n",
    "    else:\n",
    "        lossCurve.append(loss.item())\n",
    "    if shouldSnap and i % snapIter == 0:\n",
    "        x = pos.detach().cpu().numpy()\n",
    "        xPath.append(x.copy())    \n",
    "    \n",
    "    \n",
    "    ## quality measures\n",
    "    if i % qualityMeasureInterval == qualityMeasureInterval-1:\n",
    "        if 'stress' in activeQualityMeasures:\n",
    "            qualityMeasureCurves['stress'].append(\n",
    "                Q.stress(pos, D, W, None)\n",
    "            )\n",
    "        if 'ideal_edge_length' in activeQualityMeasures:\n",
    "            qualityMeasureCurves['ideal_edge_length'].append(\n",
    "                Q.ideal_edge_length(pos, G, k2i)\n",
    "            )\n",
    "        if 'neighborhood_preservation' in activeQualityMeasures:\n",
    "            qualityMeasureCurves['neighborhood_preservation'].append(\n",
    "                Q.neighborhood_preservation(pos, G, adj, i2k)\n",
    "            )\n",
    "        if 'crossings' in activeQualityMeasures:\n",
    "            qualityMeasureCurves['crossings'].append(\n",
    "                Q.crossings(pos, edge_indices)\n",
    "            )\n",
    "        if 'crossing_angle_maximization' in activeQualityMeasures:\n",
    "            qualityMeasureCurves['crossing_angle_maximization'].append(\n",
    "                Q.crossing_angle_maximization(pos, G.edges, k2i)\n",
    "            )\n",
    "        if 'aspect_ratio' in activeQualityMeasures:\n",
    "            qualityMeasureCurves['aspect_ratio'].append(\n",
    "                Q.aspect_ratio(pos)\n",
    "            )\n",
    "        if 'angular_resolution' in activeQualityMeasures:\n",
    "            qualityMeasureCurves['angular_resolution'].append(\n",
    "                Q.angular_resolution(pos, G, k2i)\n",
    "            )\n",
    "            \n",
    "        if 'vertex_resolution' in activeQualityMeasures:\n",
    "            qualityMeasureCurves['vertex_resolution'].append(\n",
    "                Q.vertex_resolution(pos, target=1/len(G)**0.5)\n",
    "            )\n",
    "        if 'gabriel' in activeQualityMeasures:\n",
    "            qualityMeasureCurves['gabriel'].append(\n",
    "                Q.gabriel(pos, G, k2i)\n",
    "            )\n",
    "        \n",
    "\n",
    "    ##vis\n",
    "    if shouldVis and i % visIter == visIter-1:\n",
    "        x = pos.detach().cpu().numpy()\n",
    "        pos_i = {k: x[k2i[k], :2] for k in G.nodes}\n",
    "        display.clear_output(wait=True)\n",
    "        vis.plot(G, pos_i, lossCurve, [], i, totalTime, node_size=6, edge=True, show=True, save=False)\n",
    "    \n",
    "        \n",
    "    \n",
    "    if scheduler is not None:\n",
    "#         scheduler.step(i)\n",
    "        scheduler.step(lossCurve[-1])\n",
    "    \n",
    "\n",
    "    if optimizer.param_groups[0]['lr'] <= minLR:\n",
    "#     or pos.grad.max() < 1e-3*(pos.max()-pos.min()):\n",
    "        print('Done')\n",
    "        break"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# show final result\n",
    "x = pos.detach().cpu().numpy()\n",
    "pos_i = {k: x[k2i[k], :2] for k in G.nodes}\n",
    "vis.plot(G, pos_i, lossCurve, [], i, totalTime,  \n",
    "         show=True, save=False, title=f'|V|={len(G)}, iter: {i}, time: {totalTime:.2f} sec')\n",
    "totalTime"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "scrolled": false
   },
   "outputs": [],
   "source": [
    "for q in activeQualityMeasures:\n",
    "    plt.figure(figsize=[6,3])\n",
    "    plt.plot(qualityMeasureCurves[q],'.-')\n",
    "    plt.ylabel(' '.join(s.capitalize() for s in q.split('_')))\n",
    "    plt.title(' '.join(s.capitalize() for s in q.split('_')))\n",
    "    plt.show()\n",
    "    print(qualityMeasureCurves[q])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "1/len(G)**0.5"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# fig, ax = plt.subplots()\n",
    "\n",
    "# nx.draw_networkx(G, pos_i, ax=ax)\n",
    "# ax.tick_params(left=True, bottom=True, labelleft=True, labelbottom=True)\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Animation"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# from matplotlib.animation import FuncAnimation\n",
    "# from IPython.display import HTML\n",
    "\n",
    "# if type(xPath) == list:\n",
    "#     xPath = np.stack(xPath)\n",
    "    \n",
    "# padding = 0.1\n",
    "\n",
    "# fig, ax = plt.subplots()\n",
    "# scatter = plt.scatter([0], [0], s=10)\n",
    "# lc = mc.LineCollection([], linewidths=1)\n",
    "# ax.add_collection(lc)\n",
    "\n",
    "# xlim = [np.min(xPath[:,:,0]),np.max(xPath[:,:,0])]\n",
    "# ylim = [np.min(xPath[:,:,1]),np.max(xPath[:,:,1])]\n",
    "# xlim = [xlim[0]-padding*(xlim[1]-xlim[0]), xlim[1]+padding*(xlim[1]-xlim[0])]\n",
    "# ylim = [ylim[0]-padding*(ylim[1]-ylim[0]), ylim[1]+padding*(ylim[1]-ylim[0])]\n",
    "# ax.set_xlim(xlim)\n",
    "# ax.set_ylim(ylim)\n",
    "    \n",
    "# def init():\n",
    "#     return scatter,lc\n",
    "\n",
    "# def update(frame):\n",
    "#     xy = xPath[frame]\n",
    "#     scatter.set_offsets(xy)\n",
    "#     segs = [[xy[k2i[k0]], xy[k2i[k1]]] for k0,k1 in G.edges]           \n",
    "#     lc.set_segments(segs)\n",
    "#     return scatter,lc\n",
    "\n",
    "# anim = FuncAnimation(\n",
    "#     fig, \n",
    "#     update, \n",
    "#     frames=range(0,len(xPath),1),\n",
    "#     init_func=init, \n",
    "#     interval=1000.0/20,\n",
    "#     blit=True)\n",
    "\n",
    "# HTML(anim.to_jshtml())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# x = pos.detach().cpu().numpy()\n",
    "# pos_i = {k: x[k2i[k], :2] for k in G.nodes}\n",
    "# vis.plot(G, pos_i, lossHistory, [], i, totalTime, show=True, save=True)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## animation"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# # Create a gif from images in fig/\n",
    "# # \n",
    "# frames = []\n",
    "# imgs = natsorted(glob('fig/*.png'))\n",
    "\n",
    "# for img in imgs:\n",
    "#     new_frame = Image.open(img)\n",
    "#     frames.append(new_frame)\n",
    "\n",
    "# # Save into a GIF file that loops forever\n",
    "# frames[0].save(f'anim-{int(time.time())}.gif', format='GIF',\n",
    "#                append_images=frames[1:],\n",
    "#                save_all=True,\n",
    "#                duration=100, loop=0)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "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": "3.7.3"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}

back to top

Software Heritage — Copyright (C) 2015–2026, The Software Heritage developers. License: GNU AGPLv3+.
The source code of Software Heritage itself is available on our development forge.
The source code files archived by Software Heritage are available under their own copyright and licenses.
Terms of use: Archive access, API— Content policy— Contact— JavaScript license information— Web API