{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import spacy"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "PATH_TO_MODEL = './output/model-best'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "c:\\Users\\foersterflorian\\mambaforge\\envs\\spacy_train\\Lib\\site-packages\\tqdm\\auto.py:21: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html\n",
      "  from .autonotebook import tqdm as notebook_tqdm\n"
     ]
    }
   ],
   "source": [
    "nlp = spacy.load(PATH_TO_MODEL)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "metadata": {},
   "outputs": [],
   "source": [
    "text = 'Legemaschine Schaumstoffstreifen ist defekt, bitte erneuern. Legt nicht mehr so gut verschiebt die Lagen'\n",
    "text = 'Wöchentliche Kontrolle der digitalen Feuchte und Temperatursensoren mit Hilfe des Efficio-System. Messwerte abgleichen Vorgabe Weberei 65 22C Graf: gemacht durch Hr Binder'\n",
    "text = 'Druckspüler läuft teilweise dauerhaft (linke Toilette in Sichtrichtung)'\n",
    "text = 'Tägliche Kesselhauskontrolle'\n",
    "text = 'Tropfwasser vom Dach in Halle 3, Bereich LC 4, entlang der Wand zur Bandschneiderei'\n",
    "text = 'Laufrad vorne defekt'\n",
    "text = \"\"\"Küsters-Anlage: Anlage auf Leckagen prüfen / Lager abschmieren\n",
    "Campen-Aufwickler: Linearkugellager schmieren\n",
    "Campen-Abwickler: Linearkugellager schmieren\n",
    "Wumag-Trockner: Visuelle Kontrolle der Gesamtanlage auf Beschädigungen usw.\n",
    "Wasseraufbereitung: Anlage auf Leckagen prüfen\"\"\"\n",
    "#text = 'Halbjährliche Kontrolle des Stabbreithalters'\n",
    "text = 'Neue Löcher bohren und Gewinde schneiden. Kettbaum liegt vor der Schlosserei'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "metadata": {},
   "outputs": [],
   "source": [
    "doc = nlp(text)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<span class=\"tex2jax_ignore\"><div class=\"spans\" style=\"line-height: 2.5; direction: ltr\">Neue Löcher bohren und \n",
       "<span style=\"font-weight: bold; display: inline-block; position: relative; height: 60px;\">\n",
       "    Gewinde\n",
       "    \n",
       "<span style=\"background: #ddd; top: 40px; height: 4px; left: -1px; width: calc(100% + 2px); position: absolute;\">\n",
       "</span>\n",
       "\n",
       "    \n",
       "<span style=\"background: #ddd; top: 40px; height: 4px; border-top-left-radius: 3px; border-bottom-left-radius: 3px; left: -1px; width: calc(100% + 2px); position: absolute;\">\n",
       "    <span style=\"background: #ddd; z-index: 10; color: #000; top: -0.5em; padding: 2px 3px; position: absolute; font-size: 0.6em; font-weight: bold; line-height: 1; border-radius: 3px\">\n",
       "        Komponenten\n",
       "    </span>\n",
       "</span>\n",
       "\n",
       "\n",
       "</span>\n",
       "\n",
       "<span style=\"font-weight: bold; display: inline-block; position: relative; height: 60px;\">\n",
       "    schneiden\n",
       "    \n",
       "<span style=\"background: #ddd; top: 40px; height: 4px; left: -1px; width: calc(100% + 2px); position: absolute;\">\n",
       "</span>\n",
       "\n",
       "    \n",
       "<span style=\"background: #ddd; top: 40px; height: 4px; border-top-left-radius: 3px; border-bottom-left-radius: 3px; left: -1px; width: calc(100% + 2px); position: absolute;\">\n",
       "    <span style=\"background: #ddd; z-index: 10; color: #000; top: -0.5em; padding: 2px 3px; position: absolute; font-size: 0.6em; font-weight: bold; line-height: 1; border-radius: 3px\">\n",
       "        Handlung\n",
       "    </span>\n",
       "</span>\n",
       "\n",
       "\n",
       "</span>\n",
       ". Kettbaum liegt vor der Schlosserei </div></span>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "spacy.displacy.render(doc, style=\"span\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "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": "3.11.6"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}