5-single-node-diff.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "import hatchet as ht\n",
    "\n",
    "filename1 = 'data/lulesh-1node/lulesh-annotation-profile-1core-nompi.json'\n",
    "filename2 = 'data/lulesh-1node/lulesh-annotation-profile-27cores-nompi.json'\n",
    "\n",
    "gf1 = ht.GraphFrame.from_caliper_json(filename1)\n",
    "gf1.drop_index_levels()\n",
    "\n",
    "gf2 = ht.GraphFrame.from_caliper_json(filename2)\n",
    "gf2.drop_index_levels()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "print(gf1.tree())\n",
    "print(gf2.tree())\n",
    "\n",
    "gf3 = gf2 - gf1\n",
    "print(gf3.tree())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "sorted_df = gf3.dataframe.sort_values(by=['time'], ascending=False)\n",
    "display(sorted_df)"
   ]
  }
 ],
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   "name": "python3"
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