finetune_LLM_whatsapp_yay.ipynb

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  "metadata": {
    "colab": {
      "provenance": [],
      "authorship_tag": "ABX9TyOWNPr43TA+pyEGk0eLvNY0",
      "include_colab_link": true
    },
    "kernelspec": {
      "name": "python3",
      "display_name": "Python 3"
    },
    "language_info": {
      "name": "python"
    }
  },
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "view-in-github",
        "colab_type": "text"
      },
      "source": [
        "<a href=\"https://colab.research.google.com/github/HoldenCaulfieldRye/DeepLearnNLP/blob/master/finetune_LLM_whatsapp_yay.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 2,
      "metadata": {
        "id": "6S3wCgm21r02",
        "outputId": "5085775e-0914-4df9-e39a-053347141034",
        "colab": {
          "base_uri": "https://localhost:8080/"
        }
      },
      "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 selenium\n",
            "  Downloading selenium-4.9.1-py3-none-any.whl (6.6 MB)\n",
            "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m6.6/6.6 MB\u001b[0m \u001b[31m87.7 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
            "\u001b[?25hRequirement already satisfied: urllib3[socks]<3,>=1.26 in /usr/local/lib/python3.10/dist-packages (from selenium) (1.26.15)\n",
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            "  Downloading trio-0.22.0-py3-none-any.whl (384 kB)\n",
            "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m384.9/384.9 kB\u001b[0m \u001b[31m38.1 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
            "\u001b[?25hCollecting trio-websocket~=0.9 (from selenium)\n",
            "  Downloading trio_websocket-0.10.2-py3-none-any.whl (17 kB)\n",
            "Requirement already satisfied: certifi>=2021.10.8 in /usr/local/lib/python3.10/dist-packages (from selenium) (2022.12.7)\n",
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            "Collecting async-generator>=1.9 (from trio~=0.17->selenium)\n",
            "  Downloading async_generator-1.10-py3-none-any.whl (18 kB)\n",
            "Requirement already satisfied: idna in /usr/local/lib/python3.10/dist-packages (from trio~=0.17->selenium) (3.4)\n",
            "Collecting outcome (from trio~=0.17->selenium)\n",
            "  Downloading outcome-1.2.0-py2.py3-none-any.whl (9.7 kB)\n",
            "Requirement already satisfied: sniffio in /usr/local/lib/python3.10/dist-packages (from trio~=0.17->selenium) (1.3.0)\n",
            "Requirement already satisfied: exceptiongroup>=1.0.0rc9 in /usr/local/lib/python3.10/dist-packages (from trio~=0.17->selenium) (1.1.1)\n",
            "Collecting wsproto>=0.14 (from trio-websocket~=0.9->selenium)\n",
            "  Downloading wsproto-1.2.0-py3-none-any.whl (24 kB)\n",
            "Requirement already satisfied: PySocks!=1.5.7,<2.0,>=1.5.6 in /usr/local/lib/python3.10/dist-packages (from urllib3[socks]<3,>=1.26->selenium) (1.7.1)\n",
            "Collecting h11<1,>=0.9.0 (from wsproto>=0.14->trio-websocket~=0.9->selenium)\n",
            "  Downloading h11-0.14.0-py3-none-any.whl (58 kB)\n",
            "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m58.3/58.3 kB\u001b[0m \u001b[31m7.3 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
            "\u001b[?25hInstalling collected packages: outcome, h11, async-generator, wsproto, trio, trio-websocket, selenium\n",
            "Successfully installed async-generator-1.10 h11-0.14.0 outcome-1.2.0 selenium-4.9.1 trio-0.22.0 trio-websocket-0.10.2 wsproto-1.2.0\n"
          ]
        }
      ],
      "source": [
        "# Here's an example Python script that demonstrates how to export a WhatsApp chat history to Google Sheets using these steps:\n",
        "\n",
        "!pip install selenium \n",
        "\n",
        "from selenium import webdriver\n",
        "from selenium.webdriver.common.keys import Keys\n",
        "import gspread\n",
        "from oauth2client.service_account import ServiceAccountCredentials"
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "# Set up the Google Sheets API credentials\n",
        "# scope = ['https://www.googleapis.com/auth/drive']\n",
        "# creds = ServiceAccountCredentials.from_json_keyfile_name('path/to/your/creds.json', scope)\n",
        "# client = gspread.authorize(creds)"
      ],
      "metadata": {
        "id": "os92zqd8vjuD"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "# install google-chrome \n",
        "\n",
        "# check if google-chrome is already installed \n",
        "!which google-chrome \n",
        "\n",
        "# check what OS and processor arch \n",
        "!lscpu\n",
        "\n",
        "# installing the google chrome package compatible for linux OS and 86_x64 architecture processor. if that's not what this notebook is running on, pls adjust.\n",
        "!wget https://dl.google.com/linux/direct/google-chrome-stable_current_amd64.deb\n",
        "!sudo dpkg -i google-chrome-stable_current_amd64.deb\n",
        "!sudo apt-get install -f\n",
        "!sudo dpkg -i google-chrome-stable_current_amd64.deb\n"
      ],
      "metadata": {
        "id": "8VMlv9EOFk8Z",
        "outputId": "1d13a17a-178d-4b6e-bd36-12ee3b862c39",
        "colab": {
          "base_uri": "https://localhost:8080/"
        }
      },
      "execution_count": 10,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Architecture:                    x86_64\n",
            "CPU op-mode(s):                  32-bit, 64-bit\n",
            "Byte Order:                      Little Endian\n",
            "Address sizes:                   46 bits physical, 48 bits virtual\n",
            "CPU(s):                          2\n",
            "On-line CPU(s) list:             0,1\n",
            "Thread(s) per core:              2\n",
            "Core(s) per socket:              1\n",
            "Socket(s):                       1\n",
            "NUMA node(s):                    1\n",
            "Vendor ID:                       GenuineIntel\n",
            "CPU family:                      6\n",
            "Model:                           79\n",
            "Model name:                      Intel(R) Xeon(R) CPU @ 2.20GHz\n",
            "Stepping:                        0\n",
            "CPU MHz:                         2200.218\n",
            "BogoMIPS:                        4400.43\n",
            "Hypervisor vendor:               KVM\n",
            "Virtualization type:             full\n",
            "L1d cache:                       32 KiB\n",
            "L1i cache:                       32 KiB\n",
            "L2 cache:                        256 KiB\n",
            "L3 cache:                        55 MiB\n",
            "NUMA node0 CPU(s):               0,1\n",
            "Vulnerability Itlb multihit:     Not affected\n",
            "Vulnerability L1tf:              Mitigation; PTE Inversion\n",
            "Vulnerability Mds:               Vulnerable; SMT Host state unknown\n",
            "Vulnerability Meltdown:          Vulnerable\n",
            "Vulnerability Mmio stale data:   Vulnerable\n",
            "Vulnerability Retbleed:          Vulnerable\n",
            "Vulnerability Spec store bypass: Vulnerable\n",
            "Vulnerability Spectre v1:        Vulnerable: __user pointer sanitization and use\n",
            "                                 rcopy barriers only; no swapgs barriers\n",
            "Vulnerability Spectre v2:        Vulnerable, IBPB: disabled, STIBP: disabled, PB\n",
            "                                 RSB-eIBRS: Not affected\n",
            "Vulnerability Srbds:             Not affected\n",
            "Vulnerability Tsx async abort:   Vulnerable\n",
            "Flags:                           fpu vme de pse tsc msr pae mce cx8 apic sep mtr\n",
            "                                 r pge mca cmov pat pse36 clflush mmx fxsr sse s\n",
            "                                 se2 ss ht syscall nx pdpe1gb rdtscp lm constant\n",
            "                                 _tsc rep_good nopl xtopology nonstop_tsc cpuid \n",
            "                                 tsc_known_freq pni pclmulqdq ssse3 fma cx16 pci\n",
            "                                 d sse4_1 sse4_2 x2apic movbe popcnt aes xsave a\n",
            "                                 vx f16c rdrand hypervisor lahf_lm abm 3dnowpref\n",
            "                                 etch invpcid_single ssbd ibrs ibpb stibp fsgsba\n",
            "                                 se tsc_adjust bmi1 hle avx2 smep bmi2 erms invp\n",
            "                                 cid rtm rdseed adx smap xsaveopt arat md_clear \n",
            "                                 arch_capabilities\n",
            "--2023-05-15 11:18:09--  https://dl.google.com/linux/direct/google-chrome-stable_current_amd64.deb\n",
            "Resolving dl.google.com (dl.google.com)... 172.253.62.190, 172.253.62.93, 172.253.62.91, ...\n",
            "Connecting to dl.google.com (dl.google.com)|172.253.62.190|:443... connected.\n",
            "HTTP request sent, awaiting response... 200 OK\n",
            "Length: 94953468 (91M) [application/x-debian-package]\n",
            "Saving to: ‘google-chrome-stable_current_amd64.deb.2’\n",
            "\n",
            "google-chrome-stabl 100%[===================>]  90.55M   171MB/s    in 0.5s    \n",
            "\n",
            "2023-05-15 11:18:09 (171 MB/s) - ‘google-chrome-stable_current_amd64.deb.2’ saved [94953468/94953468]\n",
            "\n",
            "(Reading database ... 122635 files and directories currently installed.)\n",
            "Preparing to unpack google-chrome-stable_current_amd64.deb ...\n",
            "Unpacking google-chrome-stable (113.0.5672.92-1) over (113.0.5672.92-1) ...\n",
            "\u001b[1mdpkg:\u001b[0m dependency problems prevent configuration of google-chrome-stable:\n",
            " google-chrome-stable depends on libu2f-udev; however:\n",
            "  Package libu2f-udev is not installed.\n",
            "\n",
            "\u001b[1mdpkg:\u001b[0m error processing package google-chrome-stable (--install):\n",
            " dependency problems - leaving unconfigured\n",
            "Processing triggers for mime-support (3.64ubuntu1) ...\n",
            "Processing triggers for man-db (2.9.1-1) ...\n",
            "Errors were encountered while processing:\n",
            " google-chrome-stable\n",
            "Reading package lists... Done\n",
            "Building dependency tree       \n",
            "Reading state information... Done\n",
            "Correcting dependencies... Done\n",
            "The following additional packages will be installed:\n",
            "  libu2f-udev libudev1 udev\n",
            "The following NEW packages will be installed:\n",
            "  libu2f-udev udev\n",
            "The following packages will be upgraded:\n",
            "  libudev1\n",
            "1 upgraded, 2 newly installed, 0 to remove and 36 not upgraded.\n",
            "1 not fully installed or removed.\n",
            "Need to get 1,448 kB of archives.\n",
            "After this operation, 9,440 kB of additional disk space will be used.\n",
            "Get:1 http://archive.ubuntu.com/ubuntu focal-updates/main amd64 libudev1 amd64 245.4-4ubuntu3.21 [75.9 kB]\n",
            "Get:2 http://archive.ubuntu.com/ubuntu focal-updates/main amd64 udev amd64 245.4-4ubuntu3.21 [1,366 kB]\n",
            "Get:3 http://archive.ubuntu.com/ubuntu focal/main amd64 libu2f-udev all 1.1.10-1 [6,108 B]\n",
            "Fetched 1,448 kB in 0s (10.0 MB/s)\n",
            "debconf: unable to initialize frontend: Dialog\n",
            "debconf: (No usable dialog-like program is installed, so the dialog based frontend cannot be used. at /usr/share/perl5/Debconf/FrontEnd/Dialog.pm line 76, <> line 3.)\n",
            "debconf: falling back to frontend: Readline\n",
            "debconf: unable to initialize frontend: Readline\n",
            "debconf: (This frontend requires a controlling tty.)\n",
            "debconf: falling back to frontend: Teletype\n",
            "dpkg-preconfigure: unable to re-open stdin: \n",
            "(Reading database ... 122635 files and directories currently installed.)\n",
            "Preparing to unpack .../libudev1_245.4-4ubuntu3.21_amd64.deb ...\n",
            "Unpacking libudev1:amd64 (245.4-4ubuntu3.21) over (245.4-4ubuntu3.19) ...\n",
            "Setting up libudev1:amd64 (245.4-4ubuntu3.21) ...\n",
            "Selecting previously unselected package udev.\n",
            "(Reading database ... 122635 files and directories currently installed.)\n",
            "Preparing to unpack .../udev_245.4-4ubuntu3.21_amd64.deb ...\n",
            "Unpacking udev (245.4-4ubuntu3.21) ...\n",
            "Selecting previously unselected package libu2f-udev.\n",
            "Preparing to unpack .../libu2f-udev_1.1.10-1_all.deb ...\n",
            "Unpacking libu2f-udev (1.1.10-1) ...\n",
            "Setting up udev (245.4-4ubuntu3.21) ...\n",
            "invoke-rc.d: could not determine current runlevel\n",
            "invoke-rc.d: policy-rc.d denied execution of start.\n",
            "Setting up libu2f-udev (1.1.10-1) ...\n",
            "Failed to send reload request: No such file or directory\n",
            "Setting up google-chrome-stable (113.0.5672.92-1) ...\n",
            "update-alternatives: using /usr/bin/google-chrome-stable to provide /usr/bin/x-www-browser (x-www-browser) in auto mode\n",
            "update-alternatives: using /usr/bin/google-chrome-stable to provide /usr/bin/gnome-www-browser (gnome-www-browser) in auto mode\n",
            "update-alternatives: using /usr/bin/google-chrome-stable to provide /usr/bin/google-chrome (google-chrome) in auto mode\n",
            "Processing triggers for systemd (245.4-4ubuntu3.21) ...\n",
            "Processing triggers for man-db (2.9.1-1) ...\n",
            "Processing triggers for libc-bin (2.31-0ubuntu9.9) ...\n",
            "(Reading database ... 122752 files and directories currently installed.)\n",
            "Preparing to unpack google-chrome-stable_current_amd64.deb ...\n",
            "Unpacking google-chrome-stable (113.0.5672.92-1) over (113.0.5672.92-1) ...\n",
            "Setting up google-chrome-stable (113.0.5672.92-1) ...\n",
            "Processing triggers for mime-support (3.64ubuntu1) ...\n",
            "Processing triggers for man-db (2.9.1-1) ...\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "# check that google-chrome was installed \n",
        "!which google-chrome \n",
        "\n",
        "# install chromium driver \n",
        "!sudo apt-get install chromium-browser\n"
      ],
      "metadata": {
        "id": "9jSBj672JJ9n",
        "outputId": "b7d6a798-8850-4e64-aecf-60a28550f927",
        "colab": {
          "base_uri": "https://localhost:8080/"
        }
      },
      "execution_count": 13,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "/usr/bin/google-chrome\n",
            "Reading package lists... Done\n",
            "Building dependency tree       \n",
            "Reading state information... Done\n",
            "The following additional packages will be installed:\n",
            "  apparmor liblzo2-2 snapd squashfs-tools\n",
            "Suggested packages:\n",
            "  apparmor-profiles-extra apparmor-utils zenity | kdialog\n",
            "The following NEW packages will be installed:\n",
            "  apparmor chromium-browser liblzo2-2 snapd squashfs-tools\n",
            "0 upgraded, 5 newly installed, 0 to remove and 36 not upgraded.\n",
            "Need to get 38.6 MB of archives.\n",
            "After this operation, 174 MB of additional disk space will be used.\n",
            "Get:1 http://archive.ubuntu.com/ubuntu focal-updates/main amd64 apparmor amd64 2.13.3-7ubuntu5.2 [502 kB]\n",
            "Get:2 http://archive.ubuntu.com/ubuntu focal/main amd64 liblzo2-2 amd64 2.10-2 [50.8 kB]\n",
            "Get:3 http://archive.ubuntu.com/ubuntu focal-updates/main amd64 squashfs-tools amd64 1:4.4-1ubuntu0.3 [117 kB]\n",
            "Get:4 http://archive.ubuntu.com/ubuntu focal-updates/main amd64 snapd amd64 2.58+20.04 [37.9 MB]\n",
            "Get:5 http://archive.ubuntu.com/ubuntu focal-updates/universe amd64 chromium-browser amd64 1:85.0.4183.83-0ubuntu0.20.04.3 [48.5 kB]\n",
            "Fetched 38.6 MB in 1s (65.7 MB/s)\n",
            "debconf: unable to initialize frontend: Dialog\n",
            "debconf: (No usable dialog-like program is installed, so the dialog based frontend cannot be used. at /usr/share/perl5/Debconf/FrontEnd/Dialog.pm line 76, <> line 5.)\n",
            "debconf: falling back to frontend: Readline\n",
            "debconf: unable to initialize frontend: Readline\n",
            "debconf: (This frontend requires a controlling tty.)\n",
            "debconf: falling back to frontend: Teletype\n",
            "dpkg-preconfigure: unable to re-open stdin: \n",
            "Selecting previously unselected package apparmor.\n",
            "(Reading database ... 122752 files and directories currently installed.)\n",
            "Preparing to unpack .../apparmor_2.13.3-7ubuntu5.2_amd64.deb ...\n",
            "Unpacking apparmor (2.13.3-7ubuntu5.2) ...\n",
            "Selecting previously unselected package liblzo2-2:amd64.\n",
            "Preparing to unpack .../liblzo2-2_2.10-2_amd64.deb ...\n",
            "Unpacking liblzo2-2:amd64 (2.10-2) ...\n",
            "Selecting previously unselected package squashfs-tools.\n",
            "Preparing to unpack .../squashfs-tools_1%3a4.4-1ubuntu0.3_amd64.deb ...\n",
            "Unpacking squashfs-tools (1:4.4-1ubuntu0.3) ...\n",
            "Selecting previously unselected package snapd.\n",
            "Preparing to unpack .../snapd_2.58+20.04_amd64.deb ...\n",
            "Unpacking snapd (2.58+20.04) ...\n",
            "Setting up apparmor (2.13.3-7ubuntu5.2) ...\n",
            "debconf: unable to initialize frontend: Dialog\n",
            "debconf: (No usable dialog-like program is installed, so the dialog based frontend cannot be used. at /usr/share/perl5/Debconf/FrontEnd/Dialog.pm line 76.)\n",
            "debconf: falling back to frontend: Readline\n",
            "Created symlink /etc/systemd/system/sysinit.target.wants/apparmor.service → /lib/systemd/system/apparmor.service.\n",
            "Setting up liblzo2-2:amd64 (2.10-2) ...\n",
            "Setting up squashfs-tools (1:4.4-1ubuntu0.3) ...\n",
            "Setting up snapd (2.58+20.04) ...\n",
            "Created symlink /etc/systemd/system/multi-user.target.wants/snapd.aa-prompt-listener.service → /lib/systemd/system/snapd.aa-prompt-listener.service.\n",
            "Created symlink /etc/systemd/system/multi-user.target.wants/snapd.apparmor.service → /lib/systemd/system/snapd.apparmor.service.\n",
            "Created symlink /etc/systemd/system/multi-user.target.wants/snapd.autoimport.service → /lib/systemd/system/snapd.autoimport.service.\n",
            "Created symlink /etc/systemd/system/multi-user.target.wants/snapd.core-fixup.service → /lib/systemd/system/snapd.core-fixup.service.\n",
            "Created symlink /etc/systemd/system/multi-user.target.wants/snapd.recovery-chooser-trigger.service → /lib/systemd/system/snapd.recovery-chooser-trigger.service.\n",
            "Created symlink /etc/systemd/system/multi-user.target.wants/snapd.seeded.service → /lib/systemd/system/snapd.seeded.service.\n",
            "Created symlink /etc/systemd/system/cloud-final.service.wants/snapd.seeded.service → /lib/systemd/system/snapd.seeded.service.\n",
            "Created symlink /etc/systemd/system/multi-user.target.wants/snapd.service → /lib/systemd/system/snapd.service.\n",
            "Created symlink /etc/systemd/system/timers.target.wants/snapd.snap-repair.timer → /lib/systemd/system/snapd.snap-repair.timer.\n",
            "Created symlink /etc/systemd/system/sockets.target.wants/snapd.socket → /lib/systemd/system/snapd.socket.\n",
            "Created symlink /etc/systemd/system/final.target.wants/snapd.system-shutdown.service → /lib/systemd/system/snapd.system-shutdown.service.\n",
            "Selecting previously unselected package chromium-browser.\n",
            "(Reading database ... 123048 files and directories currently installed.)\n",
            "Preparing to unpack .../chromium-browser_1%3a85.0.4183.83-0ubuntu0.20.04.3_amd64.deb ...\n",
            "debconf: unable to initialize frontend: Dialog\n",
            "debconf: (No usable dialog-like program is installed, so the dialog based frontend cannot be used. at /usr/share/perl5/Debconf/FrontEnd/Dialog.pm line 76.)\n",
            "debconf: falling back to frontend: Readline\n",
            "=> Installing the chromium snap\n",
            "==> Checking connectivity with the snap store\n",
            "===> System doesn't have a working snapd, skipping\n",
            "Unpacking chromium-browser (1:85.0.4183.83-0ubuntu0.20.04.3) ...\n",
            "Setting up chromium-browser (1:85.0.4183.83-0ubuntu0.20.04.3) ...\n",
            "Processing triggers for hicolor-icon-theme (0.17-2) ...\n",
            "Processing triggers for libc-bin (2.31-0ubuntu9.9) ...\n",
            "Processing triggers for systemd (245.4-4ubuntu3.21) ...\n",
            "Processing triggers for man-db (2.9.1-1) ...\n",
            "Processing triggers for dbus (1.12.16-2ubuntu2.3) ...\n",
            "Processing triggers for mime-support (3.64ubuntu1) ...\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "# check which google chrome version is installed \n",
        "!google-chrome --version\n",
        "\n",
        "# download the compatible version of the Chrome driver from the official site \n",
        "!wget https://chromedriver.storage.googleapis.com/113.0.5672.63/chromedriver_linux64.zip"
      ],
      "metadata": {
        "id": "4Y5trqFGKhN_",
        "outputId": "81240e5a-f6eb-461b-8c8f-8cce84bfa4ea",
        "colab": {
          "base_uri": "https://localhost:8080/"
        }
      },
      "execution_count": 16,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Google Chrome 113.0.5672.92 \n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "# Set up the Selenium WebDriver\n",
        "driver = webdriver.Chrome('path/to/chromedriver')\n",
        "driver.get('https://web.whatsapp.com/')\n",
        "input('Scan QR code and press Enter to continue')"
      ],
      "metadata": {
        "id": "3wbQUQUyvjwU",
        "outputId": "713b8944-a14d-47ae-8b1a-9f515653f71b",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 746
        }
      },
      "execution_count": 14,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "<ipython-input-14-f3bf9ff278b4>:2: DeprecationWarning: executable_path has been deprecated, please pass in a Service object\n",
            "  driver = webdriver.Chrome('path/to/chromedriver')\n"
          ]
        },
        {
          "output_type": "error",
          "ename": "WebDriverException",
          "evalue": "ignored",
          "traceback": [
            "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
            "\u001b[0;31mWebDriverException\u001b[0m                        Traceback (most recent call last)",
            "\u001b[0;32m<ipython-input-14-f3bf9ff278b4>\u001b[0m in \u001b[0;36m<cell line: 2>\u001b[0;34m()\u001b[0m\n\u001b[1;32m      1\u001b[0m \u001b[0;31m# Set up the Selenium WebDriver\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 2\u001b[0;31m \u001b[0mdriver\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mwebdriver\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mChrome\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'path/to/chromedriver'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m      3\u001b[0m \u001b[0mdriver\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'https://web.whatsapp.com/'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      4\u001b[0m \u001b[0minput\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'Scan QR code and press Enter to continue'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
            "\u001b[0;32m/usr/local/lib/python3.10/dist-packages/selenium/webdriver/chrome/webdriver.py\u001b[0m in \u001b[0;36m__init__\u001b[0;34m(self, executable_path, port, options, service_args, desired_capabilities, service_log_path, chrome_options, service, keep_alive)\u001b[0m\n\u001b[1;32m     82\u001b[0m         \u001b[0mservice\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mpath\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mDriverFinder\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget_path\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mservice\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0moptions\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     83\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 84\u001b[0;31m         super().__init__(\n\u001b[0m\u001b[1;32m     85\u001b[0m             \u001b[0mDesiredCapabilities\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mCHROME\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m\"browserName\"\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     86\u001b[0m             \u001b[0;34m\"goog\"\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
            "\u001b[0;32m/usr/local/lib/python3.10/dist-packages/selenium/webdriver/chromium/webdriver.py\u001b[0m in \u001b[0;36m__init__\u001b[0;34m(self, browser_name, vendor_prefix, port, options, service_args, desired_capabilities, service_log_path, service, keep_alive)\u001b[0m\n\u001b[1;32m    102\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    103\u001b[0m         \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 104\u001b[0;31m             super().__init__(\n\u001b[0m\u001b[1;32m    105\u001b[0m                 command_executor=ChromiumRemoteConnection(\n\u001b[1;32m    106\u001b[0m                     \u001b[0mremote_server_addr\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mservice\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mservice_url\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
            "\u001b[0;32m/usr/local/lib/python3.10/dist-packages/selenium/webdriver/remote/webdriver.py\u001b[0m in \u001b[0;36m__init__\u001b[0;34m(self, command_executor, desired_capabilities, browser_profile, proxy, keep_alive, file_detector, options)\u001b[0m\n\u001b[1;32m    284\u001b[0m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_authenticator_id\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    285\u001b[0m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mstart_client\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 286\u001b[0;31m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mstart_session\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mcapabilities\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mbrowser_profile\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    287\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    288\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0m__repr__\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
            "\u001b[0;32m/usr/local/lib/python3.10/dist-packages/selenium/webdriver/remote/webdriver.py\u001b[0m in \u001b[0;36mstart_session\u001b[0;34m(self, capabilities, browser_profile)\u001b[0m\n\u001b[1;32m    376\u001b[0m         \u001b[0mw3c_caps\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0m_make_w3c_caps\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mcapabilities\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    377\u001b[0m         \u001b[0mparameters\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m{\u001b[0m\u001b[0;34m\"capabilities\"\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mw3c_caps\u001b[0m\u001b[0;34m}\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 378\u001b[0;31m         \u001b[0mresponse\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mexecute\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mCommand\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mNEW_SESSION\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mparameters\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    379\u001b[0m         \u001b[0;32mif\u001b[0m \u001b[0;34m\"sessionId\"\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mresponse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    380\u001b[0m             \u001b[0mresponse\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mresponse\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m\"value\"\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
            "\u001b[0;32m/usr/local/lib/python3.10/dist-packages/selenium/webdriver/remote/webdriver.py\u001b[0m in \u001b[0;36mexecute\u001b[0;34m(self, driver_command, params)\u001b[0m\n\u001b[1;32m    438\u001b[0m         \u001b[0mresponse\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcommand_executor\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mexecute\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdriver_command\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mparams\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    439\u001b[0m         \u001b[0;32mif\u001b[0m \u001b[0mresponse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 440\u001b[0;31m             \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0merror_handler\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcheck_response\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mresponse\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    441\u001b[0m             \u001b[0mresponse\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m\"value\"\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_unwrap_value\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mresponse\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"value\"\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    442\u001b[0m             \u001b[0;32mreturn\u001b[0m \u001b[0mresponse\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
            "\u001b[0;32m/usr/local/lib/python3.10/dist-packages/selenium/webdriver/remote/errorhandler.py\u001b[0m in \u001b[0;36mcheck_response\u001b[0;34m(self, response)\u001b[0m\n\u001b[1;32m    243\u001b[0m                 \u001b[0malert_text\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mvalue\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m\"alert\"\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"text\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    244\u001b[0m             \u001b[0;32mraise\u001b[0m \u001b[0mexception_class\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmessage\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mscreen\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mstacktrace\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0malert_text\u001b[0m\u001b[0;34m)\u001b[0m  \u001b[0;31m# type: ignore[call-arg]  # mypy is not smart enough here\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 245\u001b[0;31m         \u001b[0;32mraise\u001b[0m \u001b[0mexception_class\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmessage\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mscreen\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mstacktrace\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
            "\u001b[0;31mWebDriverException\u001b[0m: Message: unknown error: Chrome failed to start: exited abnormally.\n  (unknown error: DevToolsActivePort file doesn't exist)\n  (The process started from chrome location /usr/bin/google-chrome is no longer running, so ChromeDriver is assuming that Chrome has crashed.)\nStacktrace:\n#0 0x55d4ff1a3133 <unknown>\n#1 0x55d4feed7966 <unknown>\n#2 0x55d4fef0121a <unknown>\n#3 0x55d4feefd07b <unknown>\n#4 0x55d4fef3c9ad <unknown>\n#5 0x55d4fef3c18f <unknown>\n#6 0x55d4fef339a3 <unknown>\n#7 0x55d4fef0846a <unknown>\n#8 0x55d4fef0955e <unknown>\n#9 0x55d4ff162cae <unknown>\n#10 0x55d4ff1668fe <unknown>\n#11 0x55d4ff16ff20 <unknown>\n#12 0x55d4ff167923 <unknown>\n#13 0x55d4ff13ac0e <unknown>\n#14 0x55d4ff18ab08 <unknown>\n#15 0x55d4ff18ac97 <unknown>\n#16 0x55d4ff19b113 <unknown>\n#17 0x7f666e8f8609 start_thread\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "# Access a specific chat history\n",
        "search_box = driver.find_element_by_xpath('//div[@class=\"_2S1VP copyable-text selectable-text\"]')\n",
        "search_box.send_keys('Chat Name')\n",
        "search_box.send_keys(Keys.ENTER)\n",
        "chat = driver.find_element_by_xpath('//div[@class=\"_9tCEa\"]')\n",
        "chat.click()"
      ],
      "metadata": {
        "id": "FFi5773dvjy6"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "# Extract the chat messages\n",
        "msgs = driver.find_elements_by_xpath('//div[@class=\"copyable-text\"][@dir=\"ltr\"]')\n",
        "message_list = []\n",
        "for msg in msgs:\n",
        "    message_list.append(msg.text)"
      ],
      "metadata": {
        "id": "ekKBdxMOvj1i"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "# Create a new Google Sheet and add the chat history to it\n",
        "gspread_sheet = client.create('WhatsApp Chat History')\n",
        "worksheet = gspread_sheet.worksheet('Sheet1')\n",
        "for i, message in enumerate(message_list):\n",
        "    worksheet.update_cell(i+1, 1, message)"
      ],
      "metadata": {
        "id": "lwOfO29Cvj3o"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "# Close the Selenium WebDriver\n",
        "driver.quit()"
      ],
      "metadata": {
        "id": "8h2ATFupvj6P"
      },
      "execution_count": null,
      "outputs": []
    }
  ]
}