{
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "\n# Show Objectives and Design variables\n\nPlot the 3D geometry of wedges and end-spacers\n\nDownload Input files\n\n* :download:`dipole_2d.data <../../../../../examples/input_files/dipole_iron_trans_opt.data>`\n* :download:`dipole_2d.post.xml <../../../../../examples/input_files/dipole_iron_trans_opt.post.xml>`\n"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "## Setting up\nStandard Loading of input, Parsing and Initializing RoxiePlotOutputs object\n\n\n"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "collapsed": false
      },
      "outputs": [],
      "source": [
        "from roxieapi.output.plots import RoxiePlotOutputs\n\nplots = RoxiePlotOutputs(\n    \"../input_files/dipole_iron_trans_opt.post.xml\",\n    \"../input_files/dipole_iron_trans_opt.data\",\n)"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "## Show Design variables\n\n"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "collapsed": false
      },
      "outputs": [],
      "source": [
        "for idx, opt in plots.output.opt.items():\n    print(f\"Optimization step nr {idx}:\")\n    plots.output_design_variables(1)"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "## Show Objectives\n\n"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "collapsed": false
      },
      "outputs": [],
      "source": [
        "plots.output_objective_results(1)"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "## Retreive tables as pandas Dataframe\n\n"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "collapsed": false
      },
      "outputs": [],
      "source": [
        "output = plots.output\ninput = plots.input\n\ndv = plots.tables.print_design_variables(output.opt[1].designVariables, input.design)\nobj = plots.tables.print_objective_results(\n    output.opt[1].objectiveResults, input.objective\n)"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "### Design variable table\n\n"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "collapsed": false
      },
      "outputs": [],
      "source": [
        "dv"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "### Objectives table\n\n"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "collapsed": false
      },
      "outputs": [],
      "source": [
        "obj"
      ]
    }
  ],
  "metadata": {
    "kernelspec": {
      "display_name": "Python 3",
      "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": "3.9.20"
    }
  },
  "nbformat": 4,
  "nbformat_minor": 0
}