{
 "cells": [
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   "id": "4b1a1586-0823-4046-ab19-0fa99a0f241b",
   "metadata": {
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   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Defaulting to user installation because normal site-packages is not writeable\n",
      "Collecting spacy\n",
      "  Downloading spacy-3.4.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (6.4 MB)\n",
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      "\u001b[?25hCollecting thinc<8.2.0,>=8.1.0\n",
      "  Downloading thinc-8.1.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (822 kB)\n",
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      "\u001b[?25hCollecting cymem<2.1.0,>=2.0.2\n",
      "  Using cached cymem-2.0.6-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (35 kB)\n",
      "Requirement already satisfied: requests<3.0.0,>=2.13.0 in /usr/lib/python3/dist-packages (from spacy) (2.25.1)\n",
      "Collecting wasabi<1.1.0,>=0.9.1\n",
      "  Downloading wasabi-0.10.1-py3-none-any.whl (26 kB)\n",
      "Requirement already satisfied: packaging>=20.0 in /home/donaldrich/.local/lib/python3.10/site-packages (from spacy) (21.3)\n",
      "Collecting spacy-legacy<3.1.0,>=3.0.9\n",
      "  Using cached spacy_legacy-3.0.9-py2.py3-none-any.whl (20 kB)\n",
      "Requirement already satisfied: jinja2 in /usr/lib/python3/dist-packages (from spacy) (3.0.3)\n",
      "Collecting langcodes<4.0.0,>=3.2.0\n",
      "  Using cached langcodes-3.3.0-py3-none-any.whl (181 kB)\n",
      "Collecting pathy>=0.3.5\n",
      "  Downloading pathy-0.6.2-py3-none-any.whl (42 kB)\n",
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      "\u001b[?25hCollecting murmurhash<1.1.0,>=0.28.0\n",
      "  Using cached murmurhash-1.0.7-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl (21 kB)\n",
      "Collecting tqdm<5.0.0,>=4.38.0\n",
      "  Downloading tqdm-4.64.0-py2.py3-none-any.whl (78 kB)\n",
      "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m78.4/78.4 KB\u001b[0m \u001b[31m2.7 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
      "\u001b[?25hCollecting preshed<3.1.0,>=3.0.2\n",
      "  Using cached preshed-3.0.6-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl (128 kB)\n",
      "Requirement already satisfied: setuptools in /usr/lib/python3/dist-packages (from spacy) (59.6.0)\n",
      "Collecting spacy-loggers<2.0.0,>=1.0.0\n",
      "  Downloading spacy_loggers-1.0.3-py3-none-any.whl (9.3 kB)\n",
      "Collecting catalogue<2.1.0,>=2.0.6\n",
      "  Downloading catalogue-2.0.8-py3-none-any.whl (17 kB)\n",
      "Requirement already satisfied: typer<0.5.0,>=0.3.0 in /home/donaldrich/.local/lib/python3.10/site-packages (from spacy) (0.4.2)\n",
      "Requirement already satisfied: numpy>=1.15.0 in /usr/lib/python3/dist-packages (from spacy) (1.21.5)\n",
      "Collecting srsly<3.0.0,>=2.4.3\n",
      "  Downloading srsly-2.4.4-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (460 kB)\n",
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      "\u001b[?25hRequirement already satisfied: pydantic!=1.8,!=1.8.1,<1.10.0,>=1.7.4 in /home/donaldrich/.local/lib/python3.10/site-packages (from spacy) (1.9.1)\n",
      "Requirement already satisfied: pyparsing!=3.0.5,>=2.0.2 in /usr/lib/python3/dist-packages (from packaging>=20.0->spacy) (2.4.7)\n",
      "Collecting smart-open<6.0.0,>=5.2.1\n",
      "  Using cached smart_open-5.2.1-py3-none-any.whl (58 kB)\n",
      "Requirement already satisfied: typing-extensions>=3.7.4.3 in /home/donaldrich/.local/lib/python3.10/site-packages (from pydantic!=1.8,!=1.8.1,<1.10.0,>=1.7.4->spacy) (4.3.0)\n",
      "Collecting blis<0.8.0,>=0.7.8\n",
      "  Downloading blis-0.7.8-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (10.2 MB)\n",
      "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m10.2/10.2 MB\u001b[0m \u001b[31m19.8 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m00:01\u001b[0m0:01\u001b[0m\n",
      "\u001b[?25hRequirement already satisfied: click<9.0.0,>=7.1.1 in /usr/lib/python3/dist-packages (from typer<0.5.0,>=0.3.0->spacy) (8.0.3)\n",
      "Installing collected packages: wasabi, murmurhash, cymem, tqdm, spacy-loggers, spacy-legacy, smart-open, preshed, langcodes, catalogue, blis, srsly, pathy, thinc, spacy\n",
      "Successfully installed blis-0.7.8 catalogue-2.0.8 cymem-2.0.6 langcodes-3.3.0 murmurhash-1.0.7 pathy-0.6.2 preshed-3.0.6 smart-open-5.2.1 spacy-3.4.1 spacy-legacy-3.0.9 spacy-loggers-1.0.3 srsly-2.4.4 thinc-8.1.0 tqdm-4.64.0 wasabi-0.10.1\n",
      "zsh:1: command not found: python\n"
     ]
    }
   ],
   "source": [
    "!pip install -U spacy\n",
    "!python -m spacy download en_core_web_sm"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "b0d80ae8-94a9-45b6-af8b-790dbb12e469",
   "metadata": {},
   "outputs": [],
   "source": [
    "import spacy\n",
    "from spacy import displacy\n",
    "\n",
    "text = \"When Sebastian Thrun started working on self-driving cars at Google in 2007, few people outside of the company took him seriously.\"\n",
    "\n",
    "nlp = spacy.load(\"en_core_web_sm\")\n",
    "doc = nlp(text)\n",
    "displacy.serve(doc, style=\"ent\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "b2b9b88c-343b-4839-b56a-48423773a03b",
   "metadata": {},
   "outputs": [],
   "source": []
  }
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