utils_html2txt.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "dc5c7b5f-c622-4d66-9dbd-7aa90fb372d4",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "6bee0250-7125-4911-83e7-662471e63671",
   "metadata": {},
   "outputs": [],
   "source": [
    "!pip install beautifulsoup4"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "96e6f748-aaba-4ce2-bd25-cda3181f3ab6",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Directory 'data_ingested' created successfully.\n",
      "54722648-cockpit-tool-overview-blog.txt\n",
      "Converted 54722648-cockpit-tool-overview-blog.txt to ./data_ingested/text_54722648-cockpit-tool-overview-blog.txt\n",
      "54723338-community-blogs-and-posts.txt\n",
      "Converted 54723338-community-blogs-and-posts.txt to ./data_ingested/text_54723338-community-blogs-and-posts.txt\n",
      "54862671-mobile-build-service-overview.txt\n",
      "Converted 54862671-mobile-build-service-overview.txt to ./data_ingested/text_54862671-mobile-build-service-overview.txt\n",
      "54840078-searching-within-the-app-designer.txt\n",
      "Converted 54840078-searching-within-the-app-designer.txt to ./data_ingested/text_54840078-searching-within-the-app-designer.txt\n",
      "54841179-disclaimer.txt\n",
      "Converted 54841179-disclaimer.txt to ./data_ingested/text_54841179-disclaimer.txt\n",
      "54859748-authentication-and-authorization.txt\n",
      "Converted 54859748-authentication-and-authorization.txt to ./data_ingested/text_54859748-authentication-and-authorization.txt\n",
      "54835463-promotional-overview-video.txt\n",
      "Converted 54835463-promotional-overview-video.txt to ./data_ingested/text_54835463-promotional-overview-video.txt\n",
      "54842470-models-and-bindings.txt\n",
      "Converted 54842470-models-and-bindings.txt to ./data_ingested/text_54842470-models-and-bindings.txt\n",
      "54841152-what-who-is-naia.txt\n",
      "Converted 54841152-what-who-is-naia.txt to ./data_ingested/text_54841152-what-who-is-naia.txt\n",
      "54724365-marketplace-introduction.txt\n",
      "Converted 54724365-marketplace-introduction.txt to ./data_ingested/text_54724365-marketplace-introduction.txt\n",
      "54808062-highlight-tile-button-setting.txt\n",
      "Converted 54808062-highlight-tile-button-setting.txt to ./data_ingested/text_54808062-highlight-tile-button-setting.txt\n",
      "54859564-npm-module-integration-example.txt\n",
      "Converted 54859564-npm-module-integration-example.txt to ./data_ingested/text_54859564-npm-module-integration-example.txt\n",
      "54859598-exercise-roles-within-the-launchpad-tiles-and-tile-groups.txt\n",
      "Converted 54859598-exercise-roles-within-the-launchpad-tiles-and-tile-groups.txt to ./data_ingested/text_54859598-exercise-roles-within-the-launchpad-tiles-and-tile-groups.txt\n",
      "54836445-find-download-and-install-the-sample-applications.txt\n",
      "Converted 54836445-find-download-and-install-the-sample-applications.txt to ./data_ingested/text_54836445-find-download-and-install-the-sample-applications.txt\n",
      "54862502-use-case-knowledge-for-the-media-library.txt\n",
      "Converted 54862502-use-case-knowledge-for-the-media-library.txt to ./data_ingested/text_54862502-use-case-knowledge-for-the-media-library.txt\n",
      "54859622-diagram-user-group-role-relationship.txt\n",
      "Converted 54859622-diagram-user-group-role-relationship.txt to ./data_ingested/text_54859622-diagram-user-group-role-relationship.txt\n",
      "54755929-what-are-tiles-and-tile-groups.txt\n",
      "Converted 54755929-what-are-tiles-and-tile-groups.txt to ./data_ingested/text_54755929-what-are-tiles-and-tile-groups.txt\n",
      "54862667-reviewing-the-change-logs-release-notes.txt\n",
      "Converted 54862667-reviewing-the-change-logs-release-notes.txt to ./data_ingested/text_54862667-reviewing-the-change-logs-release-notes.txt\n",
      "54863213-odata-knowledge.txt\n",
      "Converted 54863213-odata-knowledge.txt to ./data_ingested/text_54863213-odata-knowledge.txt\n",
      "54864832-explore-then-download.txt\n",
      "Converted 54864832-explore-then-download.txt to ./data_ingested/text_54864832-explore-then-download.txt\n",
      "54835613-download-the-example-hr-launchpad.txt\n",
      "Converted 54835613-download-the-example-hr-launchpad.txt to ./data_ingested/text_54835613-download-the-example-hr-launchpad.txt\n",
      "54723923-platform-versioning.txt\n",
      "Converted 54723923-platform-versioning.txt to ./data_ingested/text_54723923-platform-versioning.txt\n",
      "54859426-right-click-context-menu.txt\n",
      "Converted 54859426-right-click-context-menu.txt to ./data_ingested/text_54859426-right-click-context-menu.txt\n",
      "54842288-api-ajax-response-events.txt\n",
      "Converted 54842288-api-ajax-response-events.txt to ./data_ingested/text_54842288-api-ajax-response-events.txt\n",
      "54841162-naia-blog.txt\n",
      "Converted 54841162-naia-blog.txt to ./data_ingested/text_54841162-naia-blog.txt\n",
      "54722583-introduction.txt\n",
      "Converted 54722583-introduction.txt to ./data_ingested/text_54722583-introduction.txt\n",
      "54724373-downloading-products-from-the-marketpalce-inspecting-the-packages.txt\n",
      "Converted 54724373-downloading-products-from-the-marketpalce-inspecting-the-packages.txt to ./data_ingested/text_54724373-downloading-products-from-the-marketpalce-inspecting-the-packages.txt\n",
      "54865294-deeper-understanding-of-the-layouts-and-responsive-design-principle-wrap.txt\n",
      "Converted 54865294-deeper-understanding-of-the-layouts-and-responsive-design-principle-wrap.txt to ./data_ingested/text_54865294-deeper-understanding-of-the-layouts-and-responsive-design-principle-wrap.txt\n",
      "54859377-use-cases-for-server-scripts.txt\n",
      "Converted 54859377-use-cases-for-server-scripts.txt to ./data_ingested/text_54859377-use-cases-for-server-scripts.txt\n",
      "54862705-jobs.txt\n",
      "Converted 54862705-jobs.txt to ./data_ingested/text_54862705-jobs.txt\n",
      "54755901-launchpad-update-cycle.txt\n",
      "Converted 54755901-launchpad-update-cycle.txt to ./data_ingested/text_54755901-launchpad-update-cycle.txt\n",
      "54862157-23-10-3-user-tool-update.txt\n",
      "Converted 54862157-23-10-3-user-tool-update.txt to ./data_ingested/text_54862157-23-10-3-user-tool-update.txt\n",
      "54755712-launchpad-documentation.txt\n",
      "Converted 54755712-launchpad-documentation.txt to ./data_ingested/text_54755712-launchpad-documentation.txt\n",
      "54724312-cockpit-buttons-add-edit-display-save-delete.txt\n",
      "Converted 54724312-cockpit-buttons-add-edit-display-save-delete.txt to ./data_ingested/text_54724312-cockpit-buttons-add-edit-display-save-delete.txt\n",
      "54864551-achievements.txt\n",
      "Converted 54864551-achievements.txt to ./data_ingested/text_54864551-achievements.txt\n",
      "54749929-first-look-how-to-navigate-the-developer-cockpit.txt\n",
      "Converted 54749929-first-look-how-to-navigate-the-developer-cockpit.txt to ./data_ingested/text_54749929-first-look-how-to-navigate-the-developer-cockpit.txt\n",
      "54808169-changing-the-name-of-your-launchpad-implications.txt\n",
      "Converted 54808169-changing-the-name-of-your-launchpad-implications.txt to ./data_ingested/text_54808169-changing-the-name-of-your-launchpad-implications.txt\n",
      "54722971-the-open-ui5-framework.txt\n",
      "Converted 54722971-the-open-ui5-framework.txt to ./data_ingested/text_54722971-the-open-ui5-framework.txt\n",
      "54840807-understanding-the-different-application-types.txt\n",
      "Converted 54840807-understanding-the-different-application-types.txt to ./data_ingested/text_54840807-understanding-the-different-application-types.txt\n",
      "54723380-users-dxp-developers-compared-to-end-users.txt\n",
      "Converted 54723380-users-dxp-developers-compared-to-end-users.txt to ./data_ingested/text_54723380-users-dxp-developers-compared-to-end-users.txt\n",
      "54859520-understanding-the-result-variable.txt\n",
      "Converted 54859520-understanding-the-result-variable.txt to ./data_ingested/text_54859520-understanding-the-result-variable.txt\n",
      "54841969-highlight-the-full-binding-data-flow.txt\n",
      "Converted 54841969-highlight-the-full-binding-data-flow.txt to ./data_ingested/text_54841969-highlight-the-full-binding-data-flow.txt\n",
      "54841230-what-are-apis.txt\n",
      "Converted 54841230-what-are-apis.txt to ./data_ingested/text_54841230-what-are-apis.txt\n",
      "54723324-the-neptune-ecosystem.txt\n",
      "Converted 54723324-the-neptune-ecosystem.txt to ./data_ingested/text_54723324-the-neptune-ecosystem.txt\n",
      "54835201-foreword.txt\n",
      "Converted 54835201-foreword.txt to ./data_ingested/text_54835201-foreword.txt\n",
      "54840882-fiori-design-guidelines.txt\n",
      "Converted 54840882-fiori-design-guidelines.txt to ./data_ingested/text_54840882-fiori-design-guidelines.txt\n",
      "54724044-development-package-introduction.txt\n",
      "Converted 54724044-development-package-introduction.txt to ./data_ingested/text_54724044-development-package-introduction.txt\n",
      "54859430-naia.txt\n",
      "Converted 54859430-naia.txt to ./data_ingested/text_54859430-naia.txt\n",
      "54836613-selecting-the-correct-components-from-the-component-library.txt\n",
      "Converted 54836613-selecting-the-correct-components-from-the-component-library.txt to ./data_ingested/text_54836613-selecting-the-correct-components-from-the-component-library.txt\n",
      "54864367-app-builder-introduction.txt\n",
      "Converted 54864367-app-builder-introduction.txt to ./data_ingested/text_54864367-app-builder-introduction.txt\n",
      "54835551-template-guide.txt\n",
      "Converted 54835551-template-guide.txt to ./data_ingested/text_54835551-template-guide.txt\n",
      "54840178-javascript-introduction.txt\n",
      "Converted 54840178-javascript-introduction.txt to ./data_ingested/text_54840178-javascript-introduction.txt\n",
      "54832003-default-database-configuration.txt\n",
      "Converted 54832003-default-database-configuration.txt to ./data_ingested/text_54832003-default-database-configuration.txt\n",
      "54832093-understanding-data-concepts-objects-arrays-json.txt\n",
      "Converted 54832093-understanding-data-concepts-objects-arrays-json.txt to ./data_ingested/text_54832093-understanding-data-concepts-objects-arrays-json.txt\n",
      "54839368-minify-source-code-related-error.txt\n",
      "Converted 54839368-minify-source-code-related-error.txt to ./data_ingested/text_54839368-minify-source-code-related-error.txt\n",
      "54833511-table-browser-form-viewer.txt\n",
      "Converted 54833511-table-browser-form-viewer.txt to ./data_ingested/text_54833511-table-browser-form-viewer.txt\n",
      "54843138-introduction-to-the-script-editor-and-javascript.txt\n",
      "Converted 54843138-introduction-to-the-script-editor-and-javascript.txt to ./data_ingested/text_54843138-introduction-to-the-script-editor-and-javascript.txt\n",
      "54863134-app-editor-awareness.txt\n",
      "Converted 54863134-app-editor-awareness.txt to ./data_ingested/text_54863134-app-editor-awareness.txt\n",
      "54862543-upload-to-media-library-building-block.txt\n",
      "Converted 54862543-upload-to-media-library-building-block.txt to ./data_ingested/text_54862543-upload-to-media-library-building-block.txt\n",
      "54836983-layout-revsion.txt\n",
      "Converted 54836983-layout-revsion.txt to ./data_ingested/text_54836983-layout-revsion.txt\n",
      "54808586-disabling-customisations-setting-customisations-for-individual-devices.txt\n",
      "Converted 54808586-disabling-customisations-setting-customisations-for-individual-devices.txt to ./data_ingested/text_54808586-disabling-customisations-setting-customisations-for-individual-devices.txt\n",
      "54859547-what-are-node-package-modules-npm-how-do-they-relate-to-server-scripts.txt\n",
      "Converted 54859547-what-are-node-package-modules-npm-how-do-they-relate-to-server-scripts.txt to ./data_ingested/text_54859547-what-are-node-package-modules-npm-how-do-they-relate-to-server-scripts.txt\n",
      "54836475-exercise-clear-the-form-on-submit.txt\n",
      "Converted 54836475-exercise-clear-the-form-on-submit.txt to ./data_ingested/text_54836475-exercise-clear-the-form-on-submit.txt\n",
      "54841748-api-definitions-integration-with-the-app-designer.txt\n",
      "Converted 54841748-api-definitions-integration-with-the-app-designer.txt to ./data_ingested/text_54841748-api-definitions-integration-with-the-app-designer.txt\n",
      "54840956-autogenerated-versions.txt\n",
      "Converted 54840956-autogenerated-versions.txt to ./data_ingested/text_54840956-autogenerated-versions.txt\n",
      "54835906-install-the-crm-sales-operation-portal-demo-from-the-marketplace.txt\n",
      "Converted 54835906-install-the-crm-sales-operation-portal-demo-from-the-marketplace.txt to ./data_ingested/text_54835906-install-the-crm-sales-operation-portal-demo-from-the-marketplace.txt\n",
      "54724733-download-update-required-products-from-the-marketplace.txt\n",
      "Converted 54724733-download-update-required-products-from-the-marketplace.txt to ./data_ingested/text_54724733-download-update-required-products-from-the-marketplace.txt\n",
      "54843452-advanced-table-functions-typeorm-integration.txt\n",
      "Converted 54843452-advanced-table-functions-typeorm-integration.txt to ./data_ingested/text_54843452-advanced-table-functions-typeorm-integration.txt\n",
      "54755671-top-tip-action-button-placement.txt\n",
      "Converted 54755671-top-tip-action-button-placement.txt to ./data_ingested/text_54755671-top-tip-action-button-placement.txt\n",
      "54722916-runtime-overview.txt\n",
      "Converted 54722916-runtime-overview.txt to ./data_ingested/text_54722916-runtime-overview.txt\n",
      "54834128-understanding-the-no-code-low-code-and-pro-code-concept.txt\n",
      "Converted 54834128-understanding-the-no-code-low-code-and-pro-code-concept.txt to ./data_ingested/text_54834128-understanding-the-no-code-low-code-and-pro-code-concept.txt\n",
      "54836919-responsive-design-principles.txt\n",
      "Converted 54836919-responsive-design-principles.txt to ./data_ingested/text_54836919-responsive-design-principles.txt\n",
      "54843595-basic-internal-table-functions.txt\n",
      "Converted 54843595-basic-internal-table-functions.txt to ./data_ingested/text_54843595-basic-internal-table-functions.txt\n",
      "54835055-connectors-and-tables.txt\n",
      "Converted 54835055-connectors-and-tables.txt to ./data_ingested/text_54835055-connectors-and-tables.txt\n",
      "54834573-next-up.txt\n",
      "Converted 54834573-next-up.txt to ./data_ingested/text_54834573-next-up.txt\n",
      "54724308-creating-and-adding-artifacts-to-a-development-package.txt\n",
      "Converted 54724308-creating-and-adding-artifacts-to-a-development-package.txt to ./data_ingested/text_54724308-creating-and-adding-artifacts-to-a-development-package.txt\n",
      "54832010-exercise-create-your-own-table-based-on-this-example-specification-and-add-data.txt\n",
      "Converted 54832010-exercise-create-your-own-table-based-on-this-example-specification-and-add-data.txt to ./data_ingested/text_54832010-exercise-create-your-own-table-based-on-this-example-specification-and-add-data.txt\n",
      "54831985-understanding-data-types.txt\n",
      "Converted 54831985-understanding-data-types.txt to ./data_ingested/text_54831985-understanding-data-types.txt\n",
      "54840055-writing-good-error-messages.txt\n",
      "Converted 54840055-writing-good-error-messages.txt to ./data_ingested/text_54840055-writing-good-error-messages.txt\n",
      "54864200-comparing-a-table-and-external-api-url.txt\n",
      "Converted 54864200-comparing-a-table-and-external-api-url.txt to ./data_ingested/text_54864200-comparing-a-table-and-external-api-url.txt\n",
      "54842713-top-tip-looping-through-a-form.txt\n",
      "Converted 54842713-top-tip-looping-through-a-form.txt to ./data_ingested/text_54842713-top-tip-looping-through-a-form.txt\n",
      "54862922-system-settings-configuration.txt\n",
      "Converted 54862922-system-settings-configuration.txt to ./data_ingested/text_54862922-system-settings-configuration.txt\n",
      "54833683-summary-of-progress-so-far.txt\n",
      "Converted 54833683-summary-of-progress-so-far.txt to ./data_ingested/text_54833683-summary-of-progress-so-far.txt\n",
      "54842688-connectors-in-the-app-designer.txt\n",
      "Converted 54842688-connectors-in-the-app-designer.txt to ./data_ingested/text_54842688-connectors-in-the-app-designer.txt\n",
      "54843685-script-logging-to-the-system-logs.txt\n",
      "Converted 54843685-script-logging-to-the-system-logs.txt to ./data_ingested/text_54843685-script-logging-to-the-system-logs.txt\n",
      "54832309-null-vs-false.txt\n",
      "Converted 54832309-null-vs-false.txt to ./data_ingested/text_54832309-null-vs-false.txt\n",
      "54835129-exercise-generate-a-connector.txt\n",
      "Converted 54835129-exercise-generate-a-connector.txt to ./data_ingested/text_54835129-exercise-generate-a-connector.txt\n",
      "54808854-download-the-elearning-example-from-the-marketplace.txt\n",
      "Converted 54808854-download-the-elearning-example-from-the-marketplace.txt to ./data_ingested/text_54808854-download-the-elearning-example-from-the-marketplace.txt\n",
      "54830854-introduction.txt\n",
      "Converted 54830854-introduction.txt to ./data_ingested/text_54830854-introduction.txt\n",
      "54841277-introduction-to-pt2.txt\n",
      "Converted 54841277-introduction-to-pt2.txt to ./data_ingested/text_54841277-introduction-to-pt2.txt\n",
      "54723690-introduction-and-setup-your-instance.txt\n",
      "Converted 54723690-introduction-and-setup-your-instance.txt to ./data_ingested/text_54723690-introduction-and-setup-your-instance.txt\n",
      "54832341-including-table-data-when-deploying.txt\n",
      "Converted 54832341-including-table-data-when-deploying.txt to ./data_ingested/text_54832341-including-table-data-when-deploying.txt\n",
      "54859517-exercise-a-look-at-a-example-scripts.txt\n",
      "Converted 54859517-exercise-a-look-at-a-example-scripts.txt to ./data_ingested/text_54859517-exercise-a-look-at-a-example-scripts.txt\n",
      "54863211-code-snippets-create-your-own-download-from-the-marketplace.txt\n",
      "Converted 54863211-code-snippets-create-your-own-download-from-the-marketplace.txt to ./data_ingested/text_54863211-code-snippets-create-your-own-download-from-the-marketplace.txt\n",
      "54755973-dxp-demo-advantages.txt\n",
      "Converted 54755973-dxp-demo-advantages.txt to ./data_ingested/text_54755973-dxp-demo-advantages.txt\n",
      "54865858-headers-and-footers-bar-bar-content.txt\n",
      "Converted 54865858-headers-and-footers-bar-bar-content.txt to ./data_ingested/text_54865858-headers-and-footers-bar-bar-content.txt\n",
      "54840151-app-builder-import-to-app-designer.txt\n",
      "Converted 54840151-app-builder-import-to-app-designer.txt to ./data_ingested/text_54840151-app-builder-import-to-app-designer.txt\n",
      "54835826-try-out-the-adaptive-framework-in-the-dxp-demo-system.txt\n",
      "Converted 54835826-try-out-the-adaptive-framework-in-the-dxp-demo-system.txt to ./data_ingested/text_54835826-try-out-the-adaptive-framework-in-the-dxp-demo-system.txt\n",
      "54862770-locks.txt\n",
      "Converted 54862770-locks.txt to ./data_ingested/text_54862770-locks.txt\n",
      "54723646-extra-details-evaluation-guides.txt\n",
      "Converted 54723646-extra-details-evaluation-guides.txt to ./data_ingested/text_54723646-extra-details-evaluation-guides.txt\n",
      "54859560-configure-npm-custom-setting-path.txt\n",
      "Converted 54859560-configure-npm-custom-setting-path.txt to ./data_ingested/text_54859560-configure-npm-custom-setting-path.txt\n",
      "54862681-monitoring-logging-and-more.txt\n",
      "Converted 54862681-monitoring-logging-and-more.txt to ./data_ingested/text_54862681-monitoring-logging-and-more.txt\n"
     ]
    }
   ],
   "source": [
    "import os\n",
    "import re\n",
    "from bs4 import BeautifulSoup\n",
    "\n",
    "def check_and_create_directory(directory_name):\n",
    "    if not os.path.exists(directory_name):\n",
    "        os.makedirs(directory_name)\n",
    "        print(f\"Directory '{directory_name}' created successfully.\")\n",
    "    else:\n",
    "        print(f\"Directory '{directory_name}' already exists.\")\n",
    "        \n",
    "def convert_html_to_text(html):\n",
    "    # Parse HTML\n",
    "    soup = BeautifulSoup(html, 'html.parser')\n",
    "    # Extract text content\n",
    "    text = soup.get_text()\n",
    "    return text\n",
    "\n",
    "def process_files(folder_path):\n",
    "    # Traverse folder\n",
    "    for filename in os.listdir(folder_path):\n",
    "        filepath = os.path.join(folder_path, filename)\n",
    "        # Check if it's a txt file and filename starts with 8 digits\n",
    "        if filename.endswith('.txt'):\n",
    "            print(filename)\n",
    "            with open(filepath, 'r', encoding='utf-8') as file:\n",
    "                html_content = file.read()\n",
    "            # Convert HTML content to plain text\n",
    "            text_content = convert_html_to_text(html_content)\n",
    "            # Build new filename\n",
    "            new_filename = f\"./data_ingested/text_{filename}\"\n",
    "            new_filepath = os.path.join(folder_path, new_filename)\n",
    "            # Save as txt file\n",
    "            with open(new_filename, 'w', encoding='utf-8') as file:\n",
    "                file.write(text_content)\n",
    "            print(f\"Converted {filename} to {new_filename}\")\n",
    "\n",
    "# Specify folder path\n",
    "folder_path = \"/Users/gengsun/Documents/poc/eLearning/web-scraping-pptr/data\"\n",
    "check_and_create_directory(\"data_ingested\")\n",
    "# Process files\n",
    "process_files(folder_path)\n"
   ]
  },
  {
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   "execution_count": null,
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