{
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "\n# Extract Conductor Coordinates\n\nUse the Output parser to extract conductor coordinates and forces\n\nDownload Input files\n\n* :download:`dipole_2d.data <../../../../../examples/input_files/dipole_2d.data>`\n* :download:`dipole_2d.post.xml <../../../../../examples/input_files/dipole_2d.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": [
        "import pandas as pd\n\nfrom roxieapi.output.parser import RoxieOutputParser\n\nparser = RoxieOutputParser(\"../input_files/dipole_2d.post.xml\")"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "## Extract Geometry\n\n"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "collapsed": false
      },
      "outputs": [],
      "source": [
        "geom = parser.opt[1].coilGeometries\n\ncolumns = [\"cond\", \"block\", \"layer\", \"x1\", \"y1\", \"x2\", \"y2\", \"x3\", \"y3\", \"x4\", \"y4\"]\ndata = [\n    (cond.nr, cond.block_id, cond.layer_id, *cond.geometry.flatten())\n    for cond in geom.values()\n]\n\ndf_geom = pd.DataFrame(data, columns=columns)\n\ndf_geom"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "## Merge Geometry with forces\n\n"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "collapsed": false
      },
      "outputs": [],
      "source": [
        "df_forces = parser.opt[1].step[1].conductorForces\n\ndf_all = df_geom.merge(df_forces, on=\"cond\")\n\ndf_all"
      ]
    }
  ],
  "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
}