resume_parser.ipynb

{
  "cells": [
    {
      "cell_type": "code",
      "execution_count": 1,
      "metadata": {
        "id": "zCbr6_eQwip_",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 1000
        },
        "outputId": "4df63b18-9afb-4361-b42e-3e97273ef083"
      },
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Looking in indexes: https://pypi.org/simple, https://us-python.pkg.dev/colab-wheels/public/simple/\n",
            "Collecting resume-parser\n",
            "  Downloading resume_parser-0.8.4-py3-none-any.whl (9.2 MB)\n",
            "\u001b[K     |████████████████████████████████| 9.2 MB 5.5 MB/s \n",
            "\u001b[?25hRequirement already satisfied: spacy>=2.3.2 in /usr/local/lib/python3.7/dist-packages (from resume-parser) (3.4.2)\n",
            "Collecting stemming>=1.0.1\n",
            "  Downloading stemming-1.0.1.zip (13 kB)\n",
            "Collecting docx2txt>=0.8\n",
            "  Downloading docx2txt-0.8.tar.gz (2.8 kB)\n",
            "Requirement already satisfied: nltk>=3.5 in /usr/local/lib/python3.7/dist-packages (from resume-parser) (3.7)\n",
            "Collecting tika>=1.24\n",
            "  Downloading tika-1.24.tar.gz (28 kB)\n",
            "Requirement already satisfied: pandas>=1.1.0 in /usr/local/lib/python3.7/dist-packages (from resume-parser) (1.3.5)\n",
            "Collecting pdfplumber>=0.5.23\n",
            "  Downloading pdfplumber-0.7.5-py3-none-any.whl (40 kB)\n",
            "\u001b[K     |████████████████████████████████| 40 kB 5.5 MB/s \n",
            "\u001b[?25hCollecting phonenumbers>=8.12.7\n",
            "  Downloading phonenumbers-8.13.0-py2.py3-none-any.whl (2.6 MB)\n",
            "\u001b[K     |████████████████████████████████| 2.6 MB 39.8 MB/s \n",
            "\u001b[?25hCollecting pdfminer.six>=20200517\n",
            "  Downloading pdfminer.six-20221105-py3-none-any.whl (5.6 MB)\n",
            "\u001b[K     |████████████████████████████████| 5.6 MB 40.2 MB/s \n",
            "\u001b[?25hRequirement already satisfied: numpy>=1.19.1 in /usr/local/lib/python3.7/dist-packages (from resume-parser) (1.21.6)\n",
            "Requirement already satisfied: click in /usr/local/lib/python3.7/dist-packages (from nltk>=3.5->resume-parser) (7.1.2)\n",
            "Requirement already satisfied: regex>=2021.8.3 in /usr/local/lib/python3.7/dist-packages (from nltk>=3.5->resume-parser) (2022.6.2)\n",
            "Requirement already satisfied: joblib in /usr/local/lib/python3.7/dist-packages (from nltk>=3.5->resume-parser) (1.2.0)\n",
            "Requirement already satisfied: tqdm in /usr/local/lib/python3.7/dist-packages (from nltk>=3.5->resume-parser) (4.64.1)\n",
            "Requirement already satisfied: pytz>=2017.3 in /usr/local/lib/python3.7/dist-packages (from pandas>=1.1.0->resume-parser) (2022.6)\n",
            "Requirement already satisfied: python-dateutil>=2.7.3 in /usr/local/lib/python3.7/dist-packages (from pandas>=1.1.0->resume-parser) (2.8.2)\n",
            "Requirement already satisfied: charset-normalizer>=2.0.0 in /usr/local/lib/python3.7/dist-packages (from pdfminer.six>=20200517->resume-parser) (2.1.1)\n",
            "Collecting cryptography>=36.0.0\n",
            "  Downloading cryptography-38.0.3-cp36-abi3-manylinux_2_24_x86_64.whl (4.1 MB)\n",
            "\u001b[K     |████████████████████████████████| 4.1 MB 43.7 MB/s \n",
            "\u001b[?25hRequirement already satisfied: typing-extensions in /usr/local/lib/python3.7/dist-packages (from pdfminer.six>=20200517->resume-parser) (4.1.1)\n",
            "Requirement already satisfied: cffi>=1.12 in /usr/local/lib/python3.7/dist-packages (from cryptography>=36.0.0->pdfminer.six>=20200517->resume-parser) (1.15.1)\n",
            "Requirement already satisfied: pycparser in /usr/local/lib/python3.7/dist-packages (from cffi>=1.12->cryptography>=36.0.0->pdfminer.six>=20200517->resume-parser) (2.21)\n",
            "Collecting pdfminer.six>=20200517\n",
            "  Downloading pdfminer.six-20220524-py3-none-any.whl (5.6 MB)\n",
            "\u001b[K     |████████████████████████████████| 5.6 MB 34.1 MB/s \n",
            "\u001b[?25hCollecting Pillow>=9.1\n",
            "  Downloading Pillow-9.3.0-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (3.2 MB)\n",
            "\u001b[K     |████████████████████████████████| 3.2 MB 39.8 MB/s \n",
            "\u001b[?25hCollecting Wand>=0.6.10\n",
            "  Downloading Wand-0.6.10-py2.py3-none-any.whl (142 kB)\n",
            "\u001b[K     |████████████████████████████████| 142 kB 57.9 MB/s \n",
            "\u001b[?25hRequirement already satisfied: six>=1.5 in /usr/local/lib/python3.7/dist-packages (from python-dateutil>=2.7.3->pandas>=1.1.0->resume-parser) (1.15.0)\n",
            "Requirement already satisfied: typer<0.5.0,>=0.3.0 in /usr/local/lib/python3.7/dist-packages (from spacy>=2.3.2->resume-parser) (0.4.2)\n",
            "Requirement already satisfied: catalogue<2.1.0,>=2.0.6 in /usr/local/lib/python3.7/dist-packages (from spacy>=2.3.2->resume-parser) (2.0.8)\n",
            "Requirement already satisfied: packaging>=20.0 in /usr/local/lib/python3.7/dist-packages (from spacy>=2.3.2->resume-parser) (21.3)\n",
            "Requirement already satisfied: murmurhash<1.1.0,>=0.28.0 in /usr/local/lib/python3.7/dist-packages (from spacy>=2.3.2->resume-parser) (1.0.9)\n",
            "Requirement already satisfied: requests<3.0.0,>=2.13.0 in /usr/local/lib/python3.7/dist-packages (from spacy>=2.3.2->resume-parser) (2.23.0)\n",
            "Requirement already satisfied: pathy>=0.3.5 in /usr/local/lib/python3.7/dist-packages (from spacy>=2.3.2->resume-parser) (0.6.2)\n",
            "Requirement already satisfied: setuptools in /usr/local/lib/python3.7/dist-packages (from spacy>=2.3.2->resume-parser) (57.4.0)\n",
            "Requirement already satisfied: spacy-legacy<3.1.0,>=3.0.10 in /usr/local/lib/python3.7/dist-packages (from spacy>=2.3.2->resume-parser) (3.0.10)\n",
            "Requirement already satisfied: preshed<3.1.0,>=3.0.2 in /usr/local/lib/python3.7/dist-packages (from spacy>=2.3.2->resume-parser) (3.0.8)\n",
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            "Requirement already satisfied: cymem<2.1.0,>=2.0.2 in /usr/local/lib/python3.7/dist-packages (from spacy>=2.3.2->resume-parser) (2.0.7)\n",
            "Requirement already satisfied: jinja2 in /usr/local/lib/python3.7/dist-packages (from spacy>=2.3.2->resume-parser) (2.11.3)\n",
            "Requirement already satisfied: langcodes<4.0.0,>=3.2.0 in /usr/local/lib/python3.7/dist-packages (from spacy>=2.3.2->resume-parser) (3.3.0)\n",
            "Requirement already satisfied: srsly<3.0.0,>=2.4.3 in /usr/local/lib/python3.7/dist-packages (from spacy>=2.3.2->resume-parser) (2.4.5)\n",
            "Requirement already satisfied: spacy-loggers<2.0.0,>=1.0.0 in /usr/local/lib/python3.7/dist-packages (from spacy>=2.3.2->resume-parser) (1.0.3)\n",
            "Requirement already satisfied: pydantic!=1.8,!=1.8.1,<1.11.0,>=1.7.4 in /usr/local/lib/python3.7/dist-packages (from spacy>=2.3.2->resume-parser) (1.10.2)\n",
            "Requirement already satisfied: thinc<8.2.0,>=8.1.0 in /usr/local/lib/python3.7/dist-packages (from spacy>=2.3.2->resume-parser) (8.1.5)\n",
            "Requirement already satisfied: zipp>=0.5 in /usr/local/lib/python3.7/dist-packages (from catalogue<2.1.0,>=2.0.6->spacy>=2.3.2->resume-parser) (3.10.0)\n",
            "Requirement already satisfied: pyparsing!=3.0.5,>=2.0.2 in /usr/local/lib/python3.7/dist-packages (from packaging>=20.0->spacy>=2.3.2->resume-parser) (3.0.9)\n",
            "Requirement already satisfied: smart-open<6.0.0,>=5.2.1 in /usr/local/lib/python3.7/dist-packages (from pathy>=0.3.5->spacy>=2.3.2->resume-parser) (5.2.1)\n",
            "Requirement already satisfied: urllib3!=1.25.0,!=1.25.1,<1.26,>=1.21.1 in /usr/local/lib/python3.7/dist-packages (from requests<3.0.0,>=2.13.0->spacy>=2.3.2->resume-parser) (1.24.3)\n",
            "Requirement already satisfied: idna<3,>=2.5 in /usr/local/lib/python3.7/dist-packages (from requests<3.0.0,>=2.13.0->spacy>=2.3.2->resume-parser) (2.10)\n",
            "Requirement already satisfied: certifi>=2017.4.17 in /usr/local/lib/python3.7/dist-packages (from requests<3.0.0,>=2.13.0->spacy>=2.3.2->resume-parser) (2022.9.24)\n",
            "Requirement already satisfied: chardet<4,>=3.0.2 in /usr/local/lib/python3.7/dist-packages (from requests<3.0.0,>=2.13.0->spacy>=2.3.2->resume-parser) (3.0.4)\n",
            "Requirement already satisfied: blis<0.8.0,>=0.7.8 in /usr/local/lib/python3.7/dist-packages (from thinc<8.2.0,>=8.1.0->spacy>=2.3.2->resume-parser) (0.7.9)\n",
            "Requirement already satisfied: confection<1.0.0,>=0.0.1 in /usr/local/lib/python3.7/dist-packages (from thinc<8.2.0,>=8.1.0->spacy>=2.3.2->resume-parser) (0.0.3)\n",
            "Requirement already satisfied: MarkupSafe>=0.23 in /usr/local/lib/python3.7/dist-packages (from jinja2->spacy>=2.3.2->resume-parser) (2.0.1)\n",
            "Building wheels for collected packages: docx2txt, stemming, tika\n",
            "  Building wheel for docx2txt (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
            "  Created wheel for docx2txt: filename=docx2txt-0.8-py3-none-any.whl size=3981 sha256=cd1826c2db0070cd195736ae5f3097d54348d05a7f14b8006561d027ae36523e\n",
            "  Stored in directory: /root/.cache/pip/wheels/b7/20/b2/473e3aea9a0c0d3e7b2f7bd81d06d0794fec12752733d1f3a8\n",
            "  Building wheel for stemming (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
            "  Created wheel for stemming: filename=stemming-1.0.1-py3-none-any.whl size=11139 sha256=e453d1e5127643d65178dabfd130b7316c7e23a9b440d9f7418e17a4cb745aba\n",
            "  Stored in directory: /root/.cache/pip/wheels/6b/e5/e2/c52ebc0a5b53fd82b00cc385e57bb1c90bd50e5f54ddbc06d1\n",
            "  Building wheel for tika (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
            "  Created wheel for tika: filename=tika-1.24-py3-none-any.whl size=32892 sha256=3d6e4348fd16f0c88b44251145d93855815a102802075bdadb6c7bf0f12ba66e\n",
            "  Stored in directory: /root/.cache/pip/wheels/ec/2b/38/58ff05467a742e32f67f5d0de048fa046e764e2fbb25ac93f3\n",
            "Successfully built docx2txt stemming tika\n",
            "Installing collected packages: cryptography, Wand, Pillow, pdfminer.six, tika, stemming, phonenumbers, pdfplumber, docx2txt, resume-parser\n",
            "  Attempting uninstall: Pillow\n",
            "    Found existing installation: Pillow 7.1.2\n",
            "    Uninstalling Pillow-7.1.2:\n",
            "      Successfully uninstalled Pillow-7.1.2\n",
            "Successfully installed Pillow-9.3.0 Wand-0.6.10 cryptography-38.0.3 docx2txt-0.8 pdfminer.six-20220524 pdfplumber-0.7.5 phonenumbers-8.13.0 resume-parser-0.8.4 stemming-1.0.1 tika-1.24\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "application/vnd.colab-display-data+json": {
              "pip_warning": {
                "packages": [
                  "PIL"
                ]
              }
            }
          },
          "metadata": {}
        }
      ],
      "source": [
        "!pip install resume-parser"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 2,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "4dSUhbkzyvcK",
        "outputId": "166ac3ad-f555-4fed-c3b4-ac582b79d629"
      },
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Looking in indexes: https://pypi.org/simple, https://us-python.pkg.dev/colab-wheels/public/simple/\n",
            "Requirement already satisfied: nltk in /usr/local/lib/python3.7/dist-packages (3.7)\n",
            "Requirement already satisfied: joblib in /usr/local/lib/python3.7/dist-packages (from nltk) (1.2.0)\n",
            "Requirement already satisfied: regex>=2021.8.3 in /usr/local/lib/python3.7/dist-packages (from nltk) (2022.6.2)\n",
            "Requirement already satisfied: click in /usr/local/lib/python3.7/dist-packages (from nltk) (7.1.2)\n",
            "Requirement already satisfied: tqdm in /usr/local/lib/python3.7/dist-packages (from nltk) (4.64.1)\n",
            "Looking in indexes: https://pypi.org/simple, https://us-python.pkg.dev/colab-wheels/public/simple/\n",
            "Collecting spacy==2.3.5\n",
            "  Downloading spacy-2.3.5-cp37-cp37m-manylinux2014_x86_64.whl (10.4 MB)\n",
            "\u001b[K     |████████████████████████████████| 10.4 MB 4.2 MB/s \n",
            "\u001b[?25hRequirement already satisfied: cymem<2.1.0,>=2.0.2 in /usr/local/lib/python3.7/dist-packages (from spacy==2.3.5) (2.0.7)\n",
            "Requirement already satisfied: preshed<3.1.0,>=3.0.2 in /usr/local/lib/python3.7/dist-packages (from spacy==2.3.5) (3.0.8)\n",
            "Requirement already satisfied: murmurhash<1.1.0,>=0.28.0 in /usr/local/lib/python3.7/dist-packages (from spacy==2.3.5) (1.0.9)\n",
            "Collecting thinc<7.5.0,>=7.4.1\n",
            "  Downloading thinc-7.4.6-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (1.0 MB)\n",
            "\u001b[K     |████████████████████████████████| 1.0 MB 54.9 MB/s \n",
            "\u001b[?25hRequirement already satisfied: blis<0.8.0,>=0.4.0 in /usr/local/lib/python3.7/dist-packages (from spacy==2.3.5) (0.7.9)\n",
            "Requirement already satisfied: wasabi<1.1.0,>=0.4.0 in /usr/local/lib/python3.7/dist-packages (from spacy==2.3.5) (0.10.1)\n",
            "Collecting catalogue<1.1.0,>=0.0.7\n",
            "  Downloading catalogue-1.0.2-py2.py3-none-any.whl (16 kB)\n",
            "Requirement already satisfied: tqdm<5.0.0,>=4.38.0 in /usr/local/lib/python3.7/dist-packages (from spacy==2.3.5) (4.64.1)\n",
            "Collecting srsly<1.1.0,>=1.0.2\n",
            "  Downloading srsly-1.0.6-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (208 kB)\n",
            "\u001b[K     |████████████████████████████████| 208 kB 59.1 MB/s \n",
            "\u001b[?25hCollecting plac<1.2.0,>=0.9.6\n",
            "  Downloading plac-1.1.3-py2.py3-none-any.whl (20 kB)\n",
            "Requirement already satisfied: setuptools in /usr/local/lib/python3.7/dist-packages (from spacy==2.3.5) (57.4.0)\n",
            "Requirement already satisfied: requests<3.0.0,>=2.13.0 in /usr/local/lib/python3.7/dist-packages (from spacy==2.3.5) (2.23.0)\n",
            "Requirement already satisfied: numpy>=1.15.0 in /usr/local/lib/python3.7/dist-packages (from spacy==2.3.5) (1.21.6)\n",
            "Requirement already satisfied: zipp>=0.5 in /usr/local/lib/python3.7/dist-packages (from catalogue<1.1.0,>=0.0.7->spacy==2.3.5) (3.10.0)\n",
            "Requirement already satisfied: typing-extensions>=3.6.4 in /usr/local/lib/python3.7/dist-packages (from catalogue<1.1.0,>=0.0.7->spacy==2.3.5) (4.1.1)\n",
            "Requirement already satisfied: idna<3,>=2.5 in /usr/local/lib/python3.7/dist-packages (from requests<3.0.0,>=2.13.0->spacy==2.3.5) (2.10)\n",
            "Requirement already satisfied: chardet<4,>=3.0.2 in /usr/local/lib/python3.7/dist-packages (from requests<3.0.0,>=2.13.0->spacy==2.3.5) (3.0.4)\n",
            "Requirement already satisfied: urllib3!=1.25.0,!=1.25.1,<1.26,>=1.21.1 in /usr/local/lib/python3.7/dist-packages (from requests<3.0.0,>=2.13.0->spacy==2.3.5) (1.24.3)\n",
            "Requirement already satisfied: certifi>=2017.4.17 in /usr/local/lib/python3.7/dist-packages (from requests<3.0.0,>=2.13.0->spacy==2.3.5) (2022.9.24)\n",
            "Installing collected packages: srsly, plac, catalogue, thinc, spacy\n",
            "  Attempting uninstall: srsly\n",
            "    Found existing installation: srsly 2.4.5\n",
            "    Uninstalling srsly-2.4.5:\n",
            "      Successfully uninstalled srsly-2.4.5\n",
            "  Attempting uninstall: catalogue\n",
            "    Found existing installation: catalogue 2.0.8\n",
            "    Uninstalling catalogue-2.0.8:\n",
            "      Successfully uninstalled catalogue-2.0.8\n",
            "  Attempting uninstall: thinc\n",
            "    Found existing installation: thinc 8.1.5\n",
            "    Uninstalling thinc-8.1.5:\n",
            "      Successfully uninstalled thinc-8.1.5\n",
            "  Attempting uninstall: spacy\n",
            "    Found existing installation: spacy 3.4.2\n",
            "    Uninstalling spacy-3.4.2:\n",
            "      Successfully uninstalled spacy-3.4.2\n",
            "\u001b[31mERROR: pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts.\n",
            "en-core-web-sm 3.4.1 requires spacy<3.5.0,>=3.4.0, but you have spacy 2.3.5 which is incompatible.\n",
            "confection 0.0.3 requires srsly<3.0.0,>=2.4.0, but you have srsly 1.0.6 which is incompatible.\u001b[0m\n",
            "Successfully installed catalogue-1.0.2 plac-1.1.3 spacy-2.3.5 srsly-1.0.6 thinc-7.4.6\n",
            "Looking in indexes: https://pypi.org/simple, https://us-python.pkg.dev/colab-wheels/public/simple/\n",
            "Collecting https://github.com/explosion/spacy-models/releases/download/en_core_web_sm-2.3.1/en_core_web_sm-2.3.1.tar.gz\n",
            "  Downloading https://github.com/explosion/spacy-models/releases/download/en_core_web_sm-2.3.1/en_core_web_sm-2.3.1.tar.gz (12.0 MB)\n",
            "\u001b[K     |████████████████████████████████| 12.0 MB 5.0 MB/s \n",
            "\u001b[?25hRequirement already satisfied: spacy<2.4.0,>=2.3.0 in /usr/local/lib/python3.7/dist-packages (from en-core-web-sm==2.3.1) (2.3.5)\n",
            "Requirement already satisfied: blis<0.8.0,>=0.4.0 in /usr/local/lib/python3.7/dist-packages (from spacy<2.4.0,>=2.3.0->en-core-web-sm==2.3.1) (0.7.9)\n",
            "Requirement already satisfied: preshed<3.1.0,>=3.0.2 in /usr/local/lib/python3.7/dist-packages (from spacy<2.4.0,>=2.3.0->en-core-web-sm==2.3.1) (3.0.8)\n",
            "Requirement already satisfied: srsly<1.1.0,>=1.0.2 in /usr/local/lib/python3.7/dist-packages (from spacy<2.4.0,>=2.3.0->en-core-web-sm==2.3.1) (1.0.6)\n",
            "Requirement already satisfied: tqdm<5.0.0,>=4.38.0 in /usr/local/lib/python3.7/dist-packages (from spacy<2.4.0,>=2.3.0->en-core-web-sm==2.3.1) (4.64.1)\n",
            "Requirement already satisfied: requests<3.0.0,>=2.13.0 in /usr/local/lib/python3.7/dist-packages (from spacy<2.4.0,>=2.3.0->en-core-web-sm==2.3.1) (2.23.0)\n",
            "Requirement already satisfied: catalogue<1.1.0,>=0.0.7 in /usr/local/lib/python3.7/dist-packages (from spacy<2.4.0,>=2.3.0->en-core-web-sm==2.3.1) (1.0.2)\n",
            "Requirement already satisfied: murmurhash<1.1.0,>=0.28.0 in /usr/local/lib/python3.7/dist-packages (from spacy<2.4.0,>=2.3.0->en-core-web-sm==2.3.1) (1.0.9)\n",
            "Requirement already satisfied: thinc<7.5.0,>=7.4.1 in /usr/local/lib/python3.7/dist-packages (from spacy<2.4.0,>=2.3.0->en-core-web-sm==2.3.1) (7.4.6)\n",
            "Requirement already satisfied: wasabi<1.1.0,>=0.4.0 in /usr/local/lib/python3.7/dist-packages (from spacy<2.4.0,>=2.3.0->en-core-web-sm==2.3.1) (0.10.1)\n",
            "Requirement already satisfied: plac<1.2.0,>=0.9.6 in /usr/local/lib/python3.7/dist-packages (from spacy<2.4.0,>=2.3.0->en-core-web-sm==2.3.1) (1.1.3)\n",
            "Requirement already satisfied: numpy>=1.15.0 in /usr/local/lib/python3.7/dist-packages (from spacy<2.4.0,>=2.3.0->en-core-web-sm==2.3.1) (1.21.6)\n",
            "Requirement already satisfied: cymem<2.1.0,>=2.0.2 in /usr/local/lib/python3.7/dist-packages (from spacy<2.4.0,>=2.3.0->en-core-web-sm==2.3.1) (2.0.7)\n",
            "Requirement already satisfied: setuptools in /usr/local/lib/python3.7/dist-packages (from spacy<2.4.0,>=2.3.0->en-core-web-sm==2.3.1) (57.4.0)\n",
            "Requirement already satisfied: zipp>=0.5 in /usr/local/lib/python3.7/dist-packages (from catalogue<1.1.0,>=0.0.7->spacy<2.4.0,>=2.3.0->en-core-web-sm==2.3.1) (3.10.0)\n",
            "Requirement already satisfied: typing-extensions>=3.6.4 in /usr/local/lib/python3.7/dist-packages (from catalogue<1.1.0,>=0.0.7->spacy<2.4.0,>=2.3.0->en-core-web-sm==2.3.1) (4.1.1)\n",
            "Requirement already satisfied: chardet<4,>=3.0.2 in /usr/local/lib/python3.7/dist-packages (from requests<3.0.0,>=2.13.0->spacy<2.4.0,>=2.3.0->en-core-web-sm==2.3.1) (3.0.4)\n",
            "Requirement already satisfied: certifi>=2017.4.17 in /usr/local/lib/python3.7/dist-packages (from requests<3.0.0,>=2.13.0->spacy<2.4.0,>=2.3.0->en-core-web-sm==2.3.1) (2022.9.24)\n",
            "Requirement already satisfied: idna<3,>=2.5 in /usr/local/lib/python3.7/dist-packages (from requests<3.0.0,>=2.13.0->spacy<2.4.0,>=2.3.0->en-core-web-sm==2.3.1) (2.10)\n",
            "Requirement already satisfied: urllib3!=1.25.0,!=1.25.1,<1.26,>=1.21.1 in /usr/local/lib/python3.7/dist-packages (from requests<3.0.0,>=2.13.0->spacy<2.4.0,>=2.3.0->en-core-web-sm==2.3.1) (1.24.3)\n",
            "Building wheels for collected packages: en-core-web-sm\n",
            "  Building wheel for en-core-web-sm (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
            "  Created wheel for en-core-web-sm: filename=en_core_web_sm-2.3.1-py3-none-any.whl size=12047106 sha256=192edd3ed6a2dc730e889bcf541cee89fc839ed069818551488018387a7fce48\n",
            "  Stored in directory: /root/.cache/pip/wheels/b7/0d/f0/7ecae8427c515065d75410989e15e5785dd3975fe06e795cd9\n",
            "Successfully built en-core-web-sm\n",
            "Installing collected packages: en-core-web-sm\n",
            "  Attempting uninstall: en-core-web-sm\n",
            "    Found existing installation: en-core-web-sm 3.4.1\n",
            "    Uninstalling en-core-web-sm-3.4.1:\n",
            "      Successfully uninstalled en-core-web-sm-3.4.1\n",
            "Successfully installed en-core-web-sm-2.3.1\n",
            "\u001b[31mERROR: Invalid requirement: 'pyresparser!'\u001b[0m\n"
          ]
        }
      ],
      "source": [
        "!pip install nltk\n",
        "\n",
        "!pip install spacy==2.3.5\n",
        "\n",
        "!pip install https://github.com/explosion/spacy-models/releases/download/en_core_web_sm-2.3.1/en_core_web_sm-2.3.1.tar.gz\n",
        "\n",
        "!pip install pyresparser!"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 3,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 74
        },
        "id": "B8rhBFRc0PFW",
        "outputId": "65443ebf-22ed-4537-d246-2d59a8b64ce9"
      },
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ],
            "text/html": [
              "\n",
              "     <input type=\"file\" id=\"files-9cbcf125-cb02-4edb-86ba-4ea62b879683\" name=\"files[]\" multiple disabled\n",
              "        style=\"border:none\" />\n",
              "     <output id=\"result-9cbcf125-cb02-4edb-86ba-4ea62b879683\">\n",
              "      Upload widget is only available when the cell has been executed in the\n",
              "      current browser session. Please rerun this cell to enable.\n",
              "      </output>\n",
              "      <script>// Copyright 2017 Google LLC\n",
              "//\n",
              "// Licensed under the Apache License, Version 2.0 (the \"License\");\n",
              "// you may not use this file except in compliance with the License.\n",
              "// You may obtain a copy of the License at\n",
              "//\n",
              "//      http://www.apache.org/licenses/LICENSE-2.0\n",
              "//\n",
              "// Unless required by applicable law or agreed to in writing, software\n",
              "// distributed under the License is distributed on an \"AS IS\" BASIS,\n",
              "// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n",
              "// See the License for the specific language governing permissions and\n",
              "// limitations under the License.\n",
              "\n",
              "/**\n",
              " * @fileoverview Helpers for google.colab Python module.\n",
              " */\n",
              "(function(scope) {\n",
              "function span(text, styleAttributes = {}) {\n",
              "  const element = document.createElement('span');\n",
              "  element.textContent = text;\n",
              "  for (const key of Object.keys(styleAttributes)) {\n",
              "    element.style[key] = styleAttributes[key];\n",
              "  }\n",
              "  return element;\n",
              "}\n",
              "\n",
              "// Max number of bytes which will be uploaded at a time.\n",
              "const MAX_PAYLOAD_SIZE = 100 * 1024;\n",
              "\n",
              "function _uploadFiles(inputId, outputId) {\n",
              "  const steps = uploadFilesStep(inputId, outputId);\n",
              "  const outputElement = document.getElementById(outputId);\n",
              "  // Cache steps on the outputElement to make it available for the next call\n",
              "  // to uploadFilesContinue from Python.\n",
              "  outputElement.steps = steps;\n",
              "\n",
              "  return _uploadFilesContinue(outputId);\n",
              "}\n",
              "\n",
              "// This is roughly an async generator (not supported in the browser yet),\n",
              "// where there are multiple asynchronous steps and the Python side is going\n",
              "// to poll for completion of each step.\n",
              "// This uses a Promise to block the python side on completion of each step,\n",
              "// then passes the result of the previous step as the input to the next step.\n",
              "function _uploadFilesContinue(outputId) {\n",
              "  const outputElement = document.getElementById(outputId);\n",
              "  const steps = outputElement.steps;\n",
              "\n",
              "  const next = steps.next(outputElement.lastPromiseValue);\n",
              "  return Promise.resolve(next.value.promise).then((value) => {\n",
              "    // Cache the last promise value to make it available to the next\n",
              "    // step of the generator.\n",
              "    outputElement.lastPromiseValue = value;\n",
              "    return next.value.response;\n",
              "  });\n",
              "}\n",
              "\n",
              "/**\n",
              " * Generator function which is called between each async step of the upload\n",
              " * process.\n",
              " * @param {string} inputId Element ID of the input file picker element.\n",
              " * @param {string} outputId Element ID of the output display.\n",
              " * @return {!Iterable<!Object>} Iterable of next steps.\n",
              " */\n",
              "function* uploadFilesStep(inputId, outputId) {\n",
              "  const inputElement = document.getElementById(inputId);\n",
              "  inputElement.disabled = false;\n",
              "\n",
              "  const outputElement = document.getElementById(outputId);\n",
              "  outputElement.innerHTML = '';\n",
              "\n",
              "  const pickedPromise = new Promise((resolve) => {\n",
              "    inputElement.addEventListener('change', (e) => {\n",
              "      resolve(e.target.files);\n",
              "    });\n",
              "  });\n",
              "\n",
              "  const cancel = document.createElement('button');\n",
              "  inputElement.parentElement.appendChild(cancel);\n",
              "  cancel.textContent = 'Cancel upload';\n",
              "  const cancelPromise = new Promise((resolve) => {\n",
              "    cancel.onclick = () => {\n",
              "      resolve(null);\n",
              "    };\n",
              "  });\n",
              "\n",
              "  // Wait for the user to pick the files.\n",
              "  const files = yield {\n",
              "    promise: Promise.race([pickedPromise, cancelPromise]),\n",
              "    response: {\n",
              "      action: 'starting',\n",
              "    }\n",
              "  };\n",
              "\n",
              "  cancel.remove();\n",
              "\n",
              "  // Disable the input element since further picks are not allowed.\n",
              "  inputElement.disabled = true;\n",
              "\n",
              "  if (!files) {\n",
              "    return {\n",
              "      response: {\n",
              "        action: 'complete',\n",
              "      }\n",
              "    };\n",
              "  }\n",
              "\n",
              "  for (const file of files) {\n",
              "    const li = document.createElement('li');\n",
              "    li.append(span(file.name, {fontWeight: 'bold'}));\n",
              "    li.append(span(\n",
              "        `(${file.type || 'n/a'}) - ${file.size} bytes, ` +\n",
              "        `last modified: ${\n",
              "            file.lastModifiedDate ? file.lastModifiedDate.toLocaleDateString() :\n",
              "                                    'n/a'} - `));\n",
              "    const percent = span('0% done');\n",
              "    li.appendChild(percent);\n",
              "\n",
              "    outputElement.appendChild(li);\n",
              "\n",
              "    const fileDataPromise = new Promise((resolve) => {\n",
              "      const reader = new FileReader();\n",
              "      reader.onload = (e) => {\n",
              "        resolve(e.target.result);\n",
              "      };\n",
              "      reader.readAsArrayBuffer(file);\n",
              "    });\n",
              "    // Wait for the data to be ready.\n",
              "    let fileData = yield {\n",
              "      promise: fileDataPromise,\n",
              "      response: {\n",
              "        action: 'continue',\n",
              "      }\n",
              "    };\n",
              "\n",
              "    // Use a chunked sending to avoid message size limits. See b/62115660.\n",
              "    let position = 0;\n",
              "    do {\n",
              "      const length = Math.min(fileData.byteLength - position, MAX_PAYLOAD_SIZE);\n",
              "      const chunk = new Uint8Array(fileData, position, length);\n",
              "      position += length;\n",
              "\n",
              "      const base64 = btoa(String.fromCharCode.apply(null, chunk));\n",
              "      yield {\n",
              "        response: {\n",
              "          action: 'append',\n",
              "          file: file.name,\n",
              "          data: base64,\n",
              "        },\n",
              "      };\n",
              "\n",
              "      let percentDone = fileData.byteLength === 0 ?\n",
              "          100 :\n",
              "          Math.round((position / fileData.byteLength) * 100);\n",
              "      percent.textContent = `${percentDone}% done`;\n",
              "\n",
              "    } while (position < fileData.byteLength);\n",
              "  }\n",
              "\n",
              "  // All done.\n",
              "  yield {\n",
              "    response: {\n",
              "      action: 'complete',\n",
              "    }\n",
              "  };\n",
              "}\n",
              "\n",
              "scope.google = scope.google || {};\n",
              "scope.google.colab = scope.google.colab || {};\n",
              "scope.google.colab._files = {\n",
              "  _uploadFiles,\n",
              "  _uploadFilesContinue,\n",
              "};\n",
              "})(self);\n",
              "</script> "
            ]
          },
          "metadata": {}
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Saving Aarohi Zade Resume.pdf to Aarohi Zade Resume (1).pdf\n"
          ]
        }
      ],
      "source": [
        "from google.colab import files\n",
        "uploaded = files.upload()"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 4,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "bb4MevX2wpJQ",
        "outputId": "7a6b8d52-a4a8-4dc9-8617-741278501ca7"
      },
      "outputs": [
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "/usr/local/lib/python3.7/dist-packages/spacy/util.py:275: UserWarning: [W031] Model 'en_training' (0.0.0) requires spaCy v2.2 and is incompatible with the current spaCy version (2.3.5). This may lead to unexpected results or runtime errors. To resolve this, download a newer compatible model or retrain your custom model with the current spaCy version. For more details and available updates, run: python -m spacy validate\n",
            "  warnings.warn(warn_msg)\n",
            "2022-11-19 06:39:32,264 [MainThread  ] [INFO ]  Retrieving http://search.maven.org/remotecontent?filepath=org/apache/tika/tika-server/1.24/tika-server-1.24.jar to /tmp/tika-server.jar.\n",
            "INFO:tika.tika:Retrieving http://search.maven.org/remotecontent?filepath=org/apache/tika/tika-server/1.24/tika-server-1.24.jar to /tmp/tika-server.jar.\n",
            "2022-11-19 06:39:32,850 [MainThread  ] [INFO ]  Retrieving http://search.maven.org/remotecontent?filepath=org/apache/tika/tika-server/1.24/tika-server-1.24.jar.md5 to /tmp/tika-server.jar.md5.\n",
            "INFO:tika.tika:Retrieving http://search.maven.org/remotecontent?filepath=org/apache/tika/tika-server/1.24/tika-server-1.24.jar.md5 to /tmp/tika-server.jar.md5.\n",
            "2022-11-19 06:39:33,251 [MainThread  ] [WARNI]  Failed to see startup log message; retrying...\n",
            "WARNING:tika.tika:Failed to see startup log message; retrying...\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "{'email': 'azade@ucsd.edu', 'phone': '(858) 951-7279', 'name': 'Aarohi Zade', 'total_exp': 0, 'university': ['university of california, san diego'], 'designition': ['data analysis intern', 'resident advisor'], 'degree': [], 'skills': [':', 'Python', ' Java', ' MATLAB', ' NumPy/pandas/Matplotlib', ' Keras/TensorFlow/scikit-learn', ' NLP', ' Computer Vision', '', 'Neuroscience and Modeling', ' Mathematics and Statistics for ML', ' Figma for UI/UX prototyping'], 'Companies worked at': []}\n"
          ]
        }
      ],
      "source": [
        "from resume_parser import resumeparse\n",
        "\n",
        "#replace with file path of resume\n",
        "data = resumeparse.read_file('/content/Aarohi Zade Resume.pdf')\n",
        "\n",
        "print(data)"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 5,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "4qLPerCJ0z0n",
        "outputId": "69f20bbb-d94b-4f82-ddf0-deb21a607c9f"
      },
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "{'Companies worked at': [],\n",
            " 'degree': [],\n",
            " 'designition': ['data analysis intern', 'resident advisor'],\n",
            " 'email': 'azade@ucsd.edu',\n",
            " 'name': 'Aarohi Zade',\n",
            " 'phone': '(858) 951-7279',\n",
            " 'skills': [':',\n",
            "            'Python',\n",
            "            ' Java',\n",
            "            ' MATLAB',\n",
            "            ' NumPy/pandas/Matplotlib',\n",
            "            ' Keras/TensorFlow/scikit-learn',\n",
            "            ' NLP',\n",
            "            ' Computer Vision',\n",
            "            '',\n",
            "            'Neuroscience and Modeling',\n",
            "            ' Mathematics and Statistics for ML',\n",
            "            ' Figma for UI/UX prototyping'],\n",
            " 'total_exp': 0,\n",
            " 'university': ['university of california, san diego']}\n"
          ]
        }
      ],
      "source": [
        "import pprint\n",
        "\n",
        "# Prints the nicely formatted dictionary\n",
        "pprint.pprint(data)\n",
        "\n",
        "# Sets 'pretty_dict_str' to the formatted string value\n",
        "#pretty_dict_str = pprint.pformat(dictionary)"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "F3aW79iKlmP9"
      },
      "outputs": [],
      "source": []
    }
  ],
  "metadata": {
    "colab": {
      "provenance": []
    },
    "kernelspec": {
      "display_name": "Python 3",
      "name": "python3"
    },
    "language_info": {
      "name": "python"
    }
  },
  "nbformat": 4,
  "nbformat_minor": 0
}