{
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  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# RA2CE feature: Multi-link losses analysis"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Multi-link losses Analysis"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "from pathlib import Path\n",
    "from ra2ce.ra2ce_handler import Ra2ceHandler\n",
    "\n",
    "# Import config data\n",
    "root_dir_multi = Path(\"data\", \"multi_link_losses\")\n",
    "assert root_dir_multi.exists()\n",
    "\n",
    "# Load network data.\n",
    "from ra2ce.network.network_config_data.network_config_data_reader import NetworkConfigDataReader\n",
    "_network_config_data = NetworkConfigDataReader().read(root_dir_multi.joinpath(\"network.ini\"))\n",
    "\n",
    "# Load analysis data.\n",
    "from ra2ce.analysis.analysis_config_data.analysis_config_data_reader import AnalysisConfigDataReader\n",
    "_analysis_config_data = AnalysisConfigDataReader().read(root_dir_multi.joinpath(\"analysis.ini\"))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Modify the analysis config data with custom properties"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "from ra2ce.analysis.analysis_config_data.analysis_config_data import AnalysisSectionLosses\n",
    "\n",
    "# Modify the first analysis (assuming it's the only one)\n",
    "_found_analysis: AnalysisSectionLosses = _analysis_config_data.analyses[0]\n",
    "_input_analysis_path = root_dir_multi.joinpath(\"input_analysis_data\")\n",
    "_found_analysis.traffic_intensities_file = _input_analysis_path.joinpath(\"traffic_intensities.csv\")\n",
    "_found_analysis.resilience_curves_file = _input_analysis_path.joinpath(\"resilience_curve.csv\")\n",
    "_found_analysis.values_of_time_file = _input_analysis_path.joinpath(\"values_of_time.csv\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Run the analysis"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "handler = Ra2ceHandler.from_config(_network_config_data, _analysis_config_data)\n",
    "\n",
    "handler.configure()\n",
    "handler.run_analysis()"
   ]
  }
 ],
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