{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Visualization of session graphs\n",
    "\n",
    "### Initializing libs and vars "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import networkx as nx\n",
    "KTH_WL = 'workloads/KTH-SP2-1996-2.1-cln.swf'\n",
    "example_WL = 'workloads/example.swf'"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Example workload\n",
    "Let's run the session decomposition of our simple example with the option `--graph`.  Delimitation approach: Arrival with theshold of 60 minutes."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "SWF parsing done.\n",
      "Number of users:     1\n",
      "Number of sessions:  4\n",
      "The output files have been stored in the folder out/example_arrival_t60\n"
     ]
    }
   ],
   "source": [
    "out_dir = \"out/example_arrival_t60\"\n",
    "!mkdir -p {out_dir}\n",
    "!./swf2userSessions.py -a 60 --graph {example_WL} {out_dir}"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Now let's visualize the graph output:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "G = nx.read_gml(f\"{out_dir}/graphs/1.gml\")\n",
    "nx.draw_networkx(G, pos=nx.planar_layout(G))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "With another value for the threshold:\n",
    "\n",
    "*Note: a threshold of 0 with the Arrival delimitation method will populate  only single-job sessions*"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "out_dir = \"out/example_arrival_t0\"\n",
    "!mkdir -p {out_dir}\n",
    "!./swf2userSessions.py -a 0 --graph --quiet {example_WL} {out_dir}\n",
    "G = nx.read_gml(f\"{out_dir}/graphs/1.gml\")\n",
    "nx.draw_networkx(G, pos=nx.planar_layout(G))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "With the Max delimitation approach (and still a threshold of 0):"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "out_dir = \"out/example_max_t0\"\n",
    "!mkdir -p {out_dir}\n",
    "!./swf2userSessions.py -m 0 --graph --quiet {example_WL} {out_dir}\n",
    "G = nx.read_gml(f\"{out_dir}/graphs/1.gml\")\n",
    "nx.draw_networkx(G, pos=nx.planar_layout(G))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Dynamic reduction\n",
    "Let's see how the graph would look without dynamic reduction."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Without dynamic reduction\n",
    "out_dir = \"out/example_arrival_t0_nodyn\"\n",
    "!mkdir -p {out_dir}\n",
    "!./swf2userSessions.py -a 0 --graph --quiet --no_dynamic_reduction {example_WL} {out_dir}\n",
    "G_nodyn = nx.read_gml(f\"{out_dir}/graphs/1.gml\")\n",
    "nx.draw_networkx(G_nodyn, pos=nx.circular_layout(G_nodyn))\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# For comparison: with dynamic reduction (circular layout)\n",
    "nx.draw_circular(nx.read_gml(f\"out/example_arrival_t0/graphs/1.gml\"))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "*Note: running the script with the option `--no_dynamic_reduction` becomes quickly impossible to handle. For example with the KTH SWF workload which is only 2.6MB, it produces already 585MB of output!!*"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3.10.4 64-bit",
   "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": "3.10.6"
  },
  "orig_nbformat": 4,
  "vscode": {
   "interpreter": {
    "hash": "916dbcbb3f70747c44a77c7bcd40155683ae19c65e1c03b4aa3499c5328201f1"
   }
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}