Thomann_Web_Scraping_coredamnwork.ipynb

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  "metadata": {
    "colab": {
      "provenance": [],
      "collapsed_sections": [
        "44uOI-U4b5nI",
        "YUUCTdacnPe3"
      ],
      "include_colab_link": true
    },
    "kernelspec": {
      "name": "python3",
      "display_name": "Python 3"
    }
  },
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "view-in-github",
        "colab_type": "text"
      },
      "source": [
        "<a href=\"https://colab.research.google.com/github/alreylz/GuitarBassClassificationCNN/blob/master/Thomann_Web_Scraping_coredamnwork.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "44uOI-U4b5nI"
      },
      "source": [
        "#Setup\n"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "hArw_SyInEfw"
      },
      "source": [
        "## Conceder permiso permiso a drive para acceder al contenido de nuestra unidad.\n",
        "<p> Aquí se definen algunas variables globales que se pueden usar para configurar rápidamente el siguiente conjunto de pasos o evitar que colab repita pasos como re-importar cosas. </p>\n"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "JwDjGmognBmY",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 35
        },
        "outputId": "770e7277-2dc8-4b9d-c586-cab72c7eb474"
      },
      "source": [
        "#Permitimos acceso a nuestro Drive\n",
        "from google.colab import drive\n",
        "drive.mount(\"/content/drive\")\n",
        "MOUNT_DONE = True\n",
        "\n",
        "COLAB_PATH = \"drive/My Drive/Colab Notebooks\"\n",
        "DATA_PATH = \"/Data/\"\n",
        "\n",
        "SCRAPING_INSTALLS_DONE = False\n",
        "SCRAPING_IMPORTS_DONE = False"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "Drive already mounted at /content/drive; to attempt to forcibly remount, call drive.mount(\"/content/drive\", force_remount=True).\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "YUUCTdacnPe3"
      },
      "source": [
        "##Imports de librerías requeridas para Web Scraping\n",
        "*   **requests** : Para realizar peticiones HTTP a la web objetivo, incluir parámetros en la misma y acceder a la response de forma estructurada.\n",
        "*   **beautiful soup** : Para realizar el parsing de las páginas obtenidas y buscar dentro del HTML por los elementos en los que estamos interesados.\n"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "9slBXq0_m26G",
        "cellView": "both"
      },
      "source": [
        "#Instalación de paquetes asociados a Scraping\n",
        "if SCRAPING_INSTALLS_DONE == False:\n",
        "  !pip3 install selenium\n",
        "  !pip3 install beautifulsoup4\n",
        "  !pip3 install pandas\n",
        "  !pip3 install requests\n",
        "  !pip3 install lxml\n",
        "  SCRAPING_INSTALLS_DONE=True\n",
        "  print(\"[OK] Installing Scraping packages via pip\")\n",
        "else:\n",
        "  print(\"[NN] Scraping packages are already installed\")\n",
        "\n",
        "if SCRAPING_IMPORTS_DONE == False:\n",
        "  from selenium import webdriver\n",
        "  from selenium.webdriver.common.by import By\n",
        "  from selenium.webdriver.common.keys import Keys\n",
        "  from selenium.webdriver.support.ui import WebDriverWait\n",
        "  from selenium.webdriver.support.expected_conditions import presence_of_element_located\n",
        "  from bs4 import BeautifulSoup # Para parsear encontrar y filtrar elementos en una response\n",
        "  import pandas as pd\n",
        "  import requests # Para hacer requests remotas\n",
        "  import lxml #Librería de procesamiento de HTML y XML\n",
        "  SCRAPING_IMPORTS_DONE = True\n",
        "  print (\"[OK] Importing Scaping tools as objects within the workspace\")\n",
        "else:\n",
        "  print (\"[NN] Scraping tools already present as objects within the workspace\")\n",
        ""
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "8oKfL_sXbKO_"
      },
      "source": [
        "#Thomann Web Scraping Code"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "5Fbrv0ZHOUWU",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 35
        },
        "outputId": "47ee7b3e-f4a2-47b1-af0c-0a254ce809f5"
      },
      "source": [
        "WEBSITE_ROOT_TO_SCRAPE = \"https://www.thomann.de/es/\" # Aquí root website\n",
        "MainSectionsToScrape = [\"guitarras_y_bajos.html\"] # Incluir en esta lista todas las subsecciones a explorar\n",
        "\n",
        "\n",
        "testProductPage =\"https://www.thomann.de/es/fender_cb_60sce_a_bass_natural_il.htm\"\n",
        "response = requests.get(testProductPage)\n",
        "\n",
        "\n",
        "#download_and_persist_resource(\"https://bdbo1.thomann.de/thumb/bdb3000/pics/bdbo/13272556.jpg\",\"example.jpg\")\n",
        "\n",
        "#for wSection in MainSectionsToScrape:\n",
        "#  pageUnderAnalysis = f\"{WEBSITE_ROOT_TO_SCRAPE}{wSection}\"\n",
        "#  print(f\"{pageUnderAnalysis} is leaf : {isResultsPage(pageUnderAnalysis)}\")\n",
        "\n",
        "\n",
        "# PAra ver si es una página de producto hay que encontrar itemtype=\"http://schema.org/Product\"\n",
        "\n",
        "# Mirar estructura de página y probar crawler. DALE DUROOOO\n",
        "\n",
        "\n",
        "\n",
        "#Las subsecciones se pueden obtener directamente comprobando si aparece un listado de elementos ()\n",
        "#toScrape_Dictionary = {}\n",
        "#Para cada sección que se quiere inspeccionar, accedemos a esta y creamos las subsecciones o páginas de contenidos que encontremos dentro de estas.\n",
        "#for webSection in MainSectionsToScrape:\n",
        "  #Accedo a la web dada por la sección y compruebo si es página de resultados\n",
        "  #Si lo es contacto con esta de nuevo pero con sufijo ?ls=1000000\n",
        "  # if isResultsPage(f\"{WEBSITE_ROOT_TO_SCRAPE}{webSection}\"):\n",
        "\n",
        "  #Si no es página de resultados entonces guardo la lista de subsecciones y la recorro repitiendo el proceso.\n",
        "  #else:\n",
        "  #toScrape_Dictionary[f\"{WEBSITE_ROOT_TO_SCRAPE}{webSection}\"] =\n",
        "\n",
        "\n",
        "#Specify here the actual webpages to go through for download\n",
        "#URLS = [\"https://www.thomann.de/es/cajas_signature.html\"]#,\"https://www.thomann.de/es/snaredrums_con_casco_de_madera.html\",\n",
        "\n",
        "#Acceso a la página\n",
        "#response = requests.get(URLS[0])\n",
        "#if response.status_code == 200:\n",
        "#  print(f'ACCESS to {URLS[0]} WAS SUCCESSFUL')\n",
        "\n",
        "#print(response.headers)\n",
        "#print(response.text)\n",
        "\n",
        "\n",
        "\n",
        "\n",
        "#soup =  BeautifulSoup(response.content,\"lxml\")\n"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "RESOURCE ACCESS SUCCESSFUL\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "sdIOyv6nGDKw"
      },
      "source": [
        "**Funciones Auxiliares**\n",
        "\n"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "pd3g_f-SFp1G"
      },
      "source": [
        "#Funciones de identificación de errores / Tipos de páginas\n",
        "# isThomannsResultsPage: dado un objeto Beautiful Soup, comprueba si este contiene lo que caracteriza a una página de resultados\n",
        "def isThomannsResultsPage(bSoupPage):\n",
        "    if(len(bSoupPage.findAll('div',attrs={'class':'results'})) == 0):\n",
        "      return False\n",
        "    return True\n",
        "# isErrorPage: Dado un objeto response, indica si esta es una página de error\n",
        "def isErrorPage(response):\n",
        "  if(response.ok):\n",
        "    return False\n",
        "  return True\n",
        "# isSubcategoriesPage:  devuelve una lista de subcategorías si la página proporcionada (ya parseada - Beautiful Soup- ) es una página de categorías\n",
        "def isSubcategoriesPage(bsObject):\n",
        "  subCatsDiv = bsObject.findAll(\"div\",attrs={'class':'subcategories'})\n",
        "  if(subCatsDiv is not None and len(subCatsDiv)>0):\n",
        "    return subCatsDiv\n",
        "  return None\n",
        "# isProductListPage:  devuelve True si la url como input es una página de resultados\n",
        "def isProductListPage(wUrl, outBS=[]):\n",
        "  listProdListings = BeautifulSoup(requests.get(wUrl).content,'html.parser').findAll('div',attrs={'class':'rs-productlisting'})\n",
        "  if(len(listProdListings) > 0 ):\n",
        "    for pl in listProdListings:\n",
        "      outBS.append(pl)\n",
        "    return True\n",
        "  return False\n",
        "\n",
        "#Funciones de filtro:\n",
        "#A. Filtro para página de categoría de más alto nivel (selección de instrumentos)\n",
        "def subsectGuitarrasYBajos(name):\n",
        "  if(name.startswith(\"Guitarras\") or name.startswith(\"Bajos\")):\n",
        "    return True\n",
        "  return False\n",
        "#B. Obtención de páginas de resultados de Guitarras eléctricas:\n",
        "def subsectNameModelsyGuitarras(name):\n",
        "  if(name.startswith(\"Modelos\") or name.startswith(\"Guitarra\")):\n",
        "    return True\n",
        "  return False\n",
        "#C. Filtro detallado para subcategorías.\n",
        "def filterClean(name):\n",
        "  if(name.startswith(\"Sets\") or name.startswith(\"Otros\") or name.startswith(\"Masterclass\") or name.startswith(\"Tamaños\")):\n",
        "    return False\n",
        "  else:\n",
        "    return True\n",
        "\n"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "Qxq9z8IooSB4"
      },
      "source": [
        "# Funciones para extraer datos de todos los elementos de una página de resultados:\n",
        "<ul>\n",
        "<li>\n",
        "<p><b>getIndivItemInfoFromSearchListResponse</b> </p> Extrae detalles de producto de una response de página de resultados (e.g. actúa sobre una página solamente)\n",
        "</li>\n",
        "<li>\n",
        "<p><b>GetAllProductsSummaryFromSearchPage</b> </p> Extrae los datos de productos de todas las páginas de resultados asociadas, iterando en estas.\n",
        "</li>\n",
        "</ul>\n",
        "\n",
        "![ejemplo página de resultados](https://image.prntscr.com/image/IM288yDVQ-yVNCU4T6Hqqg.png)\n"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "W468zzXaD_B7"
      },
      "source": [
        "#Extracción de datos de la página contenida en objeto response\n",
        "def getIndivItemInfoFromSearchListResponse(responseObj, debug=False):\n",
        "\n",
        "  bweb = BeautifulSoup(responseObj.content, 'html.parser')\n",
        "  if(not isThomannsResultsPage(bweb)):\n",
        "    print(\"Input url is not a results Page.\")\n",
        "    return []\n",
        "\n",
        "  #1.Selección de todos los contenedores de datos sobre artículos; elementos con clase ('extensible-article')\n",
        "  prodContainerList = bweb.select(\"div.articles-list > div.extensible-article\")\n",
        "  #print(prodContainerList[0].prettify())\n",
        "\n",
        "  #2. Detalles tanto en parte izqda como dcha\n",
        "  listaImsProds = bweb.select(\"div.left div.product-image.image-block\")\n",
        "  listaDetallesProds = bweb.select(\"div.right .top\")\n",
        "\n",
        "  if(debug):\n",
        "    print(f\"Productos encontrados {len(listaDetallesProds)}\")\n",
        "  listProdsInfoInPage = [] # Lista de output\n",
        "\n",
        "  pIt = 0\n",
        "  #LISTA DE PRODUCTOS CON SUS CARACTERÍSTICAS PRINCIPALES:\n",
        "  for elem in listaDetallesProds:\n",
        "\n",
        "    urlProd = listaImsProds[pIt].select_one(\"a.article-link.link\")\n",
        "    urlProd = 'N/A' if urlProd is None else urlProd['href']\n",
        "    if(debug):\n",
        "      print(f\"url: {urlProd}\")\n",
        "\n",
        "    thumbnail = listaImsProds[pIt].select_one(\"a.article-link.link img.image\")\n",
        "    thumbnail = 'N/A' if thumbnail is None else thumbnail['src']\n",
        "    if(debug):\n",
        "      print(f\"thumbnail: {thumbnail}\")\n",
        "\n",
        "\n",
        "    manuf = elem.select_one('.head span.manufacturer')\n",
        "    manuf = 'N/A' if manuf is None else manuf.text\n",
        "    if(debug):\n",
        "      print(f\"Manufacturer: {manuf}\")\n",
        "\n",
        "    name = elem.select_one(\".head .model\")\n",
        "    name =  'N/A' if (name is None) else name.text\n",
        "    if(debug):\n",
        "      print(f\"Name: {name}\")\n",
        "\n",
        "    subcaption = elem.select_one('div.subtitle-block div')\n",
        "    subcaption = 'N/A' if (subcaption is None) else subcaption.text\n",
        "    if(debug):\n",
        "      print(f\"Subcaption: {subcaption} \")\n",
        "\n",
        "    price = elem.select_one('div.body .price-block span.article-basketlink')\n",
        "    price = 'N/A' if (price is None) else price.text\n",
        "    if(debug):\n",
        "      print(f\"Price: {price}\")\n",
        "\n",
        "    listProdsInfoInPage.append((urlProd,thumbnail,manuf,name,subcaption,price))\n",
        "\n",
        "    pIt+=1\n",
        "\n",
        "    if(debug):\n",
        "      print(\"\\n -------------------\")\n",
        "\n",
        "  return listProdsInfoInPage\n",
        "\n",
        "# GetProductSummaryFromSearchPage :\n",
        "#   Input\n",
        "#     resultsPageURl: url de una página que sea de resultados\n",
        "#\n",
        "#   Return:\n",
        "#       null O lista de tuplas con los datos de todos los productos encontrados\n",
        "def GetAllProductsSummaryFromSearchPage(resultsPageUrl ,pagination=True, debug=True):\n",
        "\n",
        "  listAllProdsInfo = []\n",
        "\n",
        "  #1. Realizamos request para obtener la página HTML\n",
        "  getMethodParams = { 'ls': '100'}\n",
        "  response = requests.get(resultsPageUrl, params=getMethodParams)\n",
        "\n",
        "  #(*) Error checking\n",
        "  if(isErrorPage(response)):\n",
        "    print(\"Error Page encountered.\")\n",
        "    return listAllProdsInfo\n",
        "\n",
        "  bweb = BeautifulSoup(response.content, 'html.parser')\n",
        "\n",
        "  if(not isThomannsResultsPage(bweb)):\n",
        "    print(\"Input url is not a results Page.\")\n",
        "    return listAllProdsInfo\n",
        "\n",
        "  print(f\"[GetProductSummaryFromSearchpage()] Exploring Results for: {bweb.find('h1').text} \\n **************************\")\n",
        "\n",
        "  numPagesToExplore = 1\n",
        "  #2. Si queremos iterar sobre las páginas de resultados, entonces hay que determinar cuántas hay\n",
        "  if(pagination == True):\n",
        "    if debug:\n",
        "      print(f\"Getting number of result pages :  {response.url}\")\n",
        "    # Encontramos el número de páginas (para eso podemos mirar el último elemento del DOM que hay con la el atributo class=\"page\")\n",
        "    list_page_tags = bweb.find_all(\"div\",attrs={'class':'page'})\n",
        "    # Obtenemos el número de página máximo (el último elemento de los tags que satisfacen class=\"page\")\n",
        "    numPagesToExplore = numPagesToExplore =  int(list_page_tags[-1].a.text) if (len(list_page_tags)>0) else 1\n",
        "\n",
        "  if debug:\n",
        "    print(f\"Going through a total of : {numPagesToExplore} pages \\n ........................\")\n",
        "\n",
        "  #3. Hago requests a cada página de resultados y obtengo las urls de productos.\n",
        "  for pg in range(numPagesToExplore):\n",
        "    pg+=1\n",
        "    getMethodParams2 = { 'ls':'100', 'pg': f'{pg}' }\n",
        "    rp = requests.get(resultsPageUrl, params=getMethodParams2)\n",
        "    rp_Soup = BeautifulSoup(rp.content, 'html.parser')\n",
        "    if debug:\n",
        "      print(f\"...Page {pg} -> {response.url}?pg={pg}\")\n",
        "\n",
        "    listAllProdsInfo.append(getIndivItemInfoFromSearchListResponse(rp, debug=False))\n",
        "\n",
        "  return listAllProdsInfo\n",
        "\n",
        "#image_list = BeautifulSoup(response.content,\"lxml\").find_all(isProduct)\n",
        "#    for image in image_list :\n",
        "#      imgLink = image.find('img').get('src')\n",
        "#      print(f\"Downloading image from: {imgLink}\")\n",
        "#      download_and_persist_resource(imgLink, fileName=str(image_count))\n",
        "#      image_count+=1"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "tVrVw7YU5tI3",
        "cellView": "form"
      },
      "source": [
        "#@title [Tests] **Result Page Data Extraction**\n",
        "testURL = \"https://www.thomann.de/es/modelos_st.html?ls=100\"#@param {type:\"string\"}\n",
        "responseI = requests.get(testURL)\n",
        "\n",
        "#Obtenemos una lista de tuples de datos de todos los elementos en una página dada.\n",
        "listDataFromPage = getIndivItemInfoFromSearchListResponse(responseI,debug=False)\n",
        "\n",
        "print(f\"Total de productos en {testURL} = {len(listDataFromPage)}\")\n",
        "print(f\"Datos del producto #1 de la misma:  (urlProducto, urlImagen, Marca, Modelo, Detalle , Precio\")\n",
        "print(f\"\\t {listDataFromPage[0]}\")\n",
        "print(\"\\n\\n\")\n",
        "\n",
        "\n",
        "#Pruebas recorriendo las páginas de elementos: se obtiene una lista de tuplas por página.\n",
        "listAll = GetAllProductsSummaryFromSearchPage(\"https://www.thomann.de/es/modelos_st.html\",debug=False)\n",
        "\n",
        "print(f\"Total de páginas exploradas {len(listAll)}\")\n",
        "print(f\"Se obtiene una lista de tuplas de Producto por cada página explorada:\")\n",
        "print(f\"listAll[0] es lista de tuplas de productos de la primera página de {len(listAll[0])} resultados: \\n\\t {listAll[0]}\")\n",
        "\n"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "chz-VDNXATr_"
      },
      "source": [
        "## Obtención de categorías que contienen guitarras y bajos:"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "5sDSnyzXgXAJ"
      },
      "source": [
        "# BUGGY!\n",
        "# getInterestCategoriesFromSubsectionPage: Obtiene los enlaces asociados a las subsecciones que queramos, cuyo nombre está filtrado por la función filterFCategoryName\n",
        "# Input:\n",
        "#   categoriesPageUrl: string que contiene la página web a la que acceder y que ha de ser una página de categorías para que funcione correctamente.\n",
        "#   filterFCategoryName: función que devuelve True or False, con un parámetro (subsectionName) que permite definir las cadenas que queremos filtrar\n",
        "#   isRecursive: permite una búsqueda recursiva para solamente obtener al final páginas de resultados, nunca otras páginas de categorías.\n",
        "#   debug: si es True, muestra todos los side effects de esta función.\n",
        "# Output:\n",
        "#   return ->  lista de tuplas (path en la página, urlAResultados)\n",
        "def getInterestCategoriesFromSubsectionPage( categoriesPageUrl ,filterFCategoryName = None, isRecursive=False, debug=True, breadcrumb=\"\", recList=[]):\n",
        "\n",
        "  if (debug):\n",
        "    print(\"%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%\")\n",
        "    print(f\"[getInterestCategoriesFromSubsectionPage()]: Traversing {categoriesPageUrl}\")\n",
        "    print(\"%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%\")\n",
        "  responseCategoriesPage =  requests.get(categoriesPageUrl)\n",
        "  pageSoup = BeautifulSoup(responseCategoriesPage.content, \"html.parser\")\n",
        "\n",
        "  listElems =  isSubcategoriesPage(pageSoup)\n",
        "  if(listElems is None):\n",
        "    print(f\"Input {categoriesPageUrl} is not a subcategories Page\")\n",
        "    return categoriesPageUrl\n",
        "\n",
        "  #Obtengo lista de links a subsecciones\n",
        "  anchorList = listElems[0].findAll('a',attrs={'class':'link'})\n",
        "  #Compruebo nombre de las subsecciones\n",
        "  if (debug):\n",
        "    print(\"Subsecciones encontradas:\\n -----------------\")\n",
        "  aIndex = 0 # Uso auxiliar para filtro de todos las las subsecciones\n",
        "  interestAnchorList = recList # Lista para guardar los enlaces a subsecciones de interés.\n",
        "  for a in anchorList:\n",
        "      if (debug):\n",
        "        print(f\" - {a.find('span').text}\")\n",
        "      subsectionName = a.find('span',attrs={'class':'name'}).text.strip()\n",
        "      if(filterFCategoryName is not None ):\n",
        "        if(filterFCategoryName(subsectionName)):\n",
        "          savedUrl = anchorList[aIndex]['href']\n",
        "          #Caso recursivo: Si la página a guardar es una de subcategorías\n",
        "          if( (not isProductListPage(savedUrl)) and isRecursive == True):\n",
        "            # Llamada a esta función de nuevo\n",
        "            print(\"*LLAMADA RECURSIVA\")\n",
        "            getInterestCategoriesFromSubsectionPage(savedUrl,filterFCategoryName,isRecursive=True, breadcrumb=f\"{breadcrumb+subsectionName} > \", recList=interestAnchorList)\n",
        "            return\n",
        "          #Si la página obtenida a guardar es una página de resultados, ya hemos obtenido lo que queríamos.\n",
        "          elif(isProductListPage(savedUrl) and isRecursive == True):\n",
        "            interestAnchorList.append( ((breadcrumb+subsectionName),savedUrl))\n",
        "          else:\n",
        "            interestAnchorList.append( ((breadcrumb+subsectionName),savedUrl ))\n",
        "      #Sin filtro y sin recursiveness\n",
        "      else:\n",
        "        interestAnchorList.append((breadcrumb+subsectionName,anchorList[aIndex]['href']))\n",
        "      aIndex+=1\n",
        "  print(\"\\n**********************\")\n",
        "  if (debug):\n",
        "    #Resultado de filtro de subsecciones:\n",
        "    print(\"Subsecciones extraídas:\\n -----------------\")\n",
        "    for ss in interestAnchorList:\n",
        "      print(ss)\n",
        "  if (debug):\n",
        "    print(\"\\n\\n\")\n",
        "  return interestAnchorList\n"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "po6_VOsw2HEN"
      },
      "source": [
        "#Obtención de lista de categorías estrictamente asociadas a guitarras y bajos (usamos función filtro subsectGuitarrasYBajos)\n",
        "print(\"[TEST 1]\")\n",
        "print(\"Listado de categorías en primer nivel de búsqueda (no recursiva):\")\n",
        "GuitarAndBassSubSects = getInterestCategoriesFromSubsectionPage(\"https://www.thomann.de/es/guitarras_y_bajos.html\", subsectGuitarrasYBajos, isRecursive=False, debug=False)\n",
        "print(\"Cada elemento de la lista es tupla : (NombreDeSubsección, urlASubsecciónOPáginaDeResultados)\")\n",
        "print(f\"\\t GuitarAndBassSubSects[0] = {GuitarAndBassSubSects[0]}\")\n",
        "print(\"[TE 1]******************\")\n",
        "\n",
        "print(\"[TEST 2]\")\n",
        "urlTestRecursive = \"https://www.thomann.de/es/guitarras_y_bajos.html\"\n",
        "print(\"Búsqueda recursiva de categorías que pueden ser de interés hasta llegar a una página de resultados, que son las que analizaremos para crear el dataset: \")\n",
        "#Exploración recursiva de subsecciones usando un filtro (subsectGuitarrasYBajos), para obtener lista de páginas de resultados.\n",
        "aList = getInterestCategoriesFromSubsectionPage(urlTestRecursive, subsectGuitarrasYBajos ,isRecursive=True, debug=False)\n",
        "print(\"Resultado final: \")\n",
        "for l in aList:\n",
        "  print(l)\n",
        "print(\"[TE 2]******************\")"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "3OUupTSMG1a-"
      },
      "source": [
        "responseCategoriesPage =  requests.get(\"https://www.thomann.de/es/guitarras_y_bajos.html\")\n",
        "pageSoup = BeautifulSoup(responseCategoriesPage.content, \"html.parser\")\n",
        "listElems =  pageSoup.findAll(\"div\",attrs={'class':'subcategories'})\n",
        "\n",
        "print(len(listElems))\n",
        "print(f\"LISTA: {listElems}\")\n",
        "#Obtengo lista de links a subsecciones\n",
        "anchorList = listElems[0].findAll('a',attrs={'class':'link'})\n",
        "#Compruebo nombre de las subsecciones\n",
        "print(\"Subsecciones encontradas:\\n -----------------\")\n",
        "aIndex = 0 # Uso auxiliar para filtro de todos las las subsecciones\n",
        "interestAnchorList = [] # Lista para guardar los enlaces a subsecciones de interés.\n",
        "for a in anchorList:\n",
        "\n",
        "    print(f\" - {a.find('span').text}\")\n",
        "    subsectionName = a.find('span',attrs={'class':'name'}).text.strip()\n",
        "    if (subsectionName.startswith(\"Guitarras\") or subsectionName.startswith(\"Bajos\")):\n",
        "      interestAnchorList.append((subsectionName,anchorList[aIndex]['href']))\n",
        "\n",
        "    aIndex+=1\n",
        "\n",
        "print(\"\\n\\n\")\n",
        "\n",
        "#Resultado de filtro de subsecciones\n",
        "print(\"Subsecciones de interés (lista de duplas):\\n -----------------\")\n",
        "for ss in interestAnchorList:\n",
        "  print(ss)"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "fFVQzt2uARLo",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 246
        },
        "outputId": "3539bbb1-d3de-42a4-c6ca-f49e7d0cba70"
      },
      "source": [
        "\n",
        "\n",
        "\n",
        "bsIfResutlsPage = []\n",
        "\n",
        "#for ss in interestAnchorList:\n",
        "#ssurl = interestAnchorList[2][-1]#url que asumimos que es de lista de productos pero nope\n",
        "ssurl = \"https://www.thomann.de/es/modelos_st.html\"\n",
        "\n",
        "#permite comprobar si una página es de resultados y recoger los datos dentreo del product listing.\n",
        "#print(isProductListPage(ssurl,bsIfResutlsPage))\n",
        "\n",
        "\n",
        "#Obtener urls de cada elemento de una página de resultados\n",
        "def extractProdPageUrlsFromProductListPage(resultsPageUrl,debug=True):\n",
        "  listProdUrls = []\n",
        "\n",
        "  image_count = 0\n",
        "  getMethodParams = { 'ls': '100'}\n",
        "  response = requests.get(resultsPageUrl, params=getMethodParams)\n",
        "  if(isErrorPage(response)):\n",
        "    return null\n",
        "\n",
        "  bweb = BeautifulSoup(response.content, 'lxml')\n",
        "  print(f\"Exploring Results for: {bweb.find('h1').text}\\n **************************\")\n",
        "\n",
        "  if debug:\n",
        "    print(f\"[STEP 1] - Getting number of result pages :  {response.url}\")\n",
        "\n",
        "  # Encontrar número de páginas (para eso podemos mirar el último elemento del DOM que hay con la el atributo class=\"page\")\n",
        "  list_page_tags = bweb.find_all(\"div\",attrs={'class':'page'})\n",
        "  # Obtenemos el número de página máximo (el último elemento de los tags que satisfacen class=\"page\")\n",
        "\n",
        "  numPagesToExplore =  int(list_page_tags[-1].a.text) if (len(list_page_tags)>0) else 1\n",
        "\n",
        "  if debug:\n",
        "    print(f\"[STEP 2] - Get actual urls go through from total of : {numPagesToExplore}\")\n",
        "  # Hago requests a cada página de resultados y obtengo las urls de productos.\n",
        "  for pg in range(numPagesToExplore):\n",
        "    pg+=1\n",
        "    getMethodParams2 = { 'ls':'100', 'pg': f'{pg}' }\n",
        "    response_Pg = BeautifulSoup(requests.get(resultsPageUrl, params=getMethodParams2).content, 'html.parser')\n",
        "\n",
        "    if debug:\n",
        "      print(f\"...Page {pg} -> {response.url}?pg={pg}\")\n",
        "\n",
        "    #Div-product image\n",
        "    bsLiContainer = response_Pg.find('div',attrs={'class':'articles-list'}).findAll('div',class_='product-image')\n",
        "    print(f\"Num results : {len(bsLiContainer)}\")\n",
        "\n",
        "    #print(len(listProdAnchors))\n",
        "    for a in bsLiContainer:\n",
        "      listProdUrls.append(a.find('a',attrs={'class':'article-link'},href=True)['href'])\n",
        "\n",
        "\n",
        "  return listProdUrls\n",
        "\n",
        "\n",
        "myURLs = extractProdUrlsFromProductListPage(\"https://www.thomann.de/es/modelos_st.html\",True)\n",
        "\n",
        "print(f\"Total links obtained (total number of products): {len(myURLs)}\")\n",
        "\n",
        "\n",
        "\n",
        "\n",
        "\n",
        "\n",
        "\n",
        "\n",
        "\n",
        "\n",
        "#print(bsIfResutlsPage[0].prettify())\n",
        "\n",
        "#soupAgain = BeautifulSoup(requests.get(ssurl, params={'ls':'100'}).content)\n",
        "\n",
        "\n",
        "\n",
        "\n",
        "\n",
        "#lProduct = soupAgain.findAll('div',attrs={'class':'rs-productlisting'})\n",
        "#print(len(lProduct)>0)"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "error",
          "ename": "NameError",
          "evalue": "ignored",
          "traceback": [
            "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
            "\u001b[0;31mNameError\u001b[0m                                 Traceback (most recent call last)",
            "\u001b[0;32m<ipython-input-167-efac5d2804d8>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[1;32m     57\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     58\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 59\u001b[0;31m \u001b[0mmyURLs\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mextractProdUrlsFromProductListPage\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"https://www.thomann.de/es/modelos_st.html\"\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;32mTrue\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     60\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     61\u001b[0m \u001b[0mprint\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34mf\"Total links obtained (total number of products): {len(myURLs)}\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
            "\u001b[0;31mNameError\u001b[0m: name 'extractProdUrlsFromProductListPage' is not defined"
          ]
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "kgEMRjTSEAk6"
      },
      "source": [
        "## Implementation: Descarga de Imágenes"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "iTUlTDY0excC"
      },
      "source": [
        "# Descargar un archivo dada una URL al recurso\n",
        "def download_and_persist_resource(url, fileName ,destDir=\"/PA-Dataset/\", basePath=\"drive/My Drive/Colab Notebooks\"):\n",
        "  print(f\"Copying {url} file to Colab\")\n",
        "  if fileName == None: # Nombre por defecto es el tiene el recurso en la web original; cogemos la url, y extraemos lo que pone tras el último '/'nombreDeArchivo\n",
        "    fileName = url.split('/')[-1]\n",
        "  fullPath =f\"{basePath}{destDir}{fileName}\"\n",
        "  print(f\"Saving resource to: {fullPath}\")\n",
        "  nu_file = open(f\"{fullPath}\",'wb')\n",
        "  nu_file.write(requests.get(url).content)\n",
        "  nu_file.close()\n"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "45Jwgn6Cpu5l"
      },
      "source": [
        "## Main Loop\n",
        "Partiendo de la página de Guitarras/Bajos de Thomann:\n",
        "1. Obtenemos todas las páginas de resultados en aquellas subsecciones que son precisamente Guitarras o Bajos. El resto de instrumentos no directamente relacionados (e.g. Ukeleles) son descartados: las categorías que nos quedarán serán las que se ven a continuación:\n",
        "![Categorías a explorar](https://image.prntscr.com/image/gVY1xIqgR1OvkRrceoa-HQ.png)\n",
        "<br>Esto lo guardamos en un diccionario con la tipología de guitarras o bajos de más alto nivel.\n",
        "\n",
        "2.Accedemos a todas las urls provistas y realizamos un escaneo de todas las páginas de resultados derivadas, de forma que cubramos todos los resultados de la web en cuanto a Guitarras y Bajos\n"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "LdO79OB-pZ4V",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 184
        },
        "outputId": "c377e9f5-6ab7-40e4-9390-df01db1da269"
      },
      "source": [
        "#Dictionary from top level categorization\n",
        "AllSubsects = {}\n",
        "\n",
        "baseUrlCategory = \"https://www.thomann.de/es/guitarras_y_bajos.html\"\n",
        "\n",
        "#Obtenemos las los tipos de nivel 1 y de ellos obtenemos un diccionario\n",
        "GuitarsAndBassTypesListUrls = getInterestCategoriesFromSubsectionPage(baseUrlCategory, subsectGuitarrasYBajos, isRecursive=False, debug= False )\n",
        "print(f\"1. Lista de tuplas : \\n {GuitarsAndBassTypesListUrls}\")\n",
        "print(\"***********************************\")\n",
        "\n",
        "print(\"La recursividad va como el culo! La has liado\")\n",
        "\n",
        "print(f\"2. Lista de tuplas : \\n {GuitarsAndBassTypesListUrls}\")\n",
        "\n",
        "\n",
        "\n",
        "\n",
        "\n",
        "\n",
        "#Atravesamos las categorías existentes en todos los elementos\n",
        "#for sub in GuitarsAndBassTypesListUrls:\n",
        "#  print(f\"Explorando Sub-Categoría [{sub[0]}][{sub[1]}]. Buscando páginas de resultados asociadas: \\n*********************\")\n",
        "#  AllSubsects[f'{sub[0]}'] = getInterestCategoriesFromSubsectionPage(sub[1],filterClean, isRecursive=True, breadcrumb=f\"{sub[0]} > \",debug=False)\n",
        "\n",
        "#print(f\"Listado de páginas de resultados para cada elemento (Dictionary Key) ,[(Subcat , url)]:\")\n",
        "#for su in AllSubsects:\n",
        "#  print(f\"{su} : {AllSubsects[su]}\")\n",
        "\n",
        "#electricGuitarVarieties =getInterestCategoriesFromSubsectionPage(\"https://www.thomann.de/es/guitarras_electricas.html\", subsectName, debug=True)"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "\n",
            "**********************\n",
            "1. Lista de tuplas : \n",
            " [('Guitarras eléctricas', 'https://www.thomann.de/es/guitarras_electricas.html'), ('Guitarras clásicas', 'https://www.thomann.de/es/guitarras_clasicas.html'), ('Guitarras acústicas', 'https://www.thomann.de/es/guitarras_acusticas.html'), ('Bajos eléctricos', 'https://www.thomann.de/es/bajos_electricos.html'), ('Bajos acústicos / semiacústicos', 'https://www.thomann.de/es/bajos_acusticos_semiacusticos.html'), ('Guitarras eléctricas > Modelos ST', 'https://www.thomann.de/es/modelos_st.html'), ('Guitarras eléctricas > Modelos T', 'https://www.thomann.de/es/modelos_t.html'), ('Guitarras eléctricas > Modelos Single Cut', 'https://www.thomann.de/es/modelos_lp.html'), ('Guitarras eléctricas > Modelos Double Cut', 'https://www.thomann.de/es/modelos_sg.html'), ('Guitarras eléctricas > Guitarra Hollowbody', 'https://www.thomann.de/es/guitarra_hollowbody.html'), ('Guitarras eléctricas > Guitarras Heavy', 'https://www.thomann.de/es/guitarras_heavy.html'), ('Guitarras eléctricas > Guitarras para zurdos', 'https://www.thomann.de/es/guitarras_electricas_para_zurdos.html'), ('Guitarras eléctricas > Guitarras de gama alta', 'https://www.thomann.de/es/guitarras_de_gama_alta.html'), ('Guitarras eléctricas > Guitarras Jazz', 'https://www.thomann.de/es/guitarras_jazz.html'), ('Guitarras eléctricas > Guitarras de 7 cuerdas', 'https://www.thomann.de/es/guitarras_de_7_cuerdas.html'), ('Guitarras eléctricas > Guitarras de 8 cuerdas', 'https://www.thomann.de/es/guitarras_8_cuerdas.html'), ('Guitarras eléctricas > Guitarras con trastes en abanico', 'https://www.thomann.de/es/en_abanico.html'), ('Guitarras eléctricas > Guitarras de 12 cuerdas', 'https://www.thomann.de/es/guitarras_12_cuerdas.html'), ('Guitarras eléctricas > Guitarras barítonas', 'https://www.thomann.de/es/guitarras_baritonas.html'), ('Guitarras eléctricas > Guitarras de escala corta', 'https://www.thomann.de/es/shortscale.html'), ('Guitarras eléctricas > Guitarras midi/\\u200bdigital/\\u200bmode\\xadling', 'https://www.thomann.de/es/guitarras_midi_digital_modeling.html'), ('Guitarras eléctricas > Guitarras eléctricas con fonocaptor acústico', 'https://www.thomann.de/es/guitarras_electricas_con_fonocaptores_acusticos.html'), ('Guitarras eléctricas > Guitarras Signature', 'https://www.thomann.de/es/guitarras_signature.html'), ('Guitarras clásicas > Guitarras de concierto 1/8', 'https://www.thomann.de/es/guitarras_de_concierto_1-8.html'), ('Guitarras clásicas > Guitarras de concierto 1/4', 'https://www.thomann.de/es/guitarras_de_concierto_1-4.html'), ('Guitarras clásicas > Guitarras de concierto 1/2', 'https://www.thomann.de/es/guitarras_de_concierto_1-2.html'), ('Guitarras clásicas > Guitarras de concierto 3/4', 'https://www.thomann.de/es/guitarras_de_concierto_3-4.html'), ('Guitarras clásicas > Guitarras de concierto 7/8', 'https://www.thomann.de/es/guitarras_de_concierto_7-8.html'), ('Guitarras clásicas > Guitarras de concierto 4/4', 'https://www.thomann.de/es/guitarras_de_concierto_4-4.html'), ('Guitarras clásicas > Guitarras de concierto para zurdos', 'https://www.thomann.de/es/guitarras_de_concierto_para_zurdos.html'), ('Guitarras clásicas > Otras guitarras de concierto', 'https://www.thomann.de/es/otras_guitarras_de_concierto.html'), ('Guitarras clásicas > Guitarras Flamencas', 'https://www.thomann.de/es/guitarras_flamencas.html'), ('Guitarras acústicas > Guitarras Dreadnought', 'https://www.thomann.de/es/guitarras_dreadnought.html'), ('Guitarras acústicas > Guitarras jumbo', 'https://www.thomann.de/es/guitarras_jumbo.html'), ('Guitarras acústicas > Guitarras Folk', 'https://www.thomann.de/es/guitarras_folk.html'), ('Guitarras acústicas > Guitarras Roundback', 'https://www.thomann.de/es/guitarras_roundback.html'), ('Guitarras acústicas > Guitarras acústicas de 12 cuerdas', 'https://www.thomann.de/es/guitarras_acusticas_de_12_cuerdas.html'), ('Guitarras acústicas > Guitarras acústicas para zurdos', 'https://www.thomann.de/es/guitarras_acusticas_para_zurdos.html'), ('Guitarras acústicas > Guitarras acústicas', 'https://www.thomann.de/es/gutarras_y_bajos.html'), ('Guitarras acústicas > Guitarras acústicas de gama alta', 'https://www.thomann.de/es/acusticas_gama_alta.html'), ('Guitarras acústicas > Guitarras acústicas barítonas', 'https://www.thomann.de/es/guitarras_acusticas_baritonas.html'), ('Guitarras acústicas > Otras guitarras acústicas', 'https://www.thomann.de/es/otras_guitarras_acusticas.html'), ('Bajos eléctricos > Bajos J de 4 cuerdas', 'https://www.thomann.de/es/bajos_j_de_4_cuerdas.html'), ('Bajos eléctricos > Bajos J de 5 cuerdas', 'https://www.thomann.de/es/bajos_j_de_5_cuerdas.html'), ('Bajos eléctricos > Bajos P de 4 cuerdas', 'https://www.thomann.de/es/bajos_p_de_4_cuerdas.html'), ('Bajos eléctricos > Bajos P de 5 cuerdas', 'https://www.thomann.de/es/bajos_p_de_5_cuerdas.html'), ('Bajos eléctricos > Bajos Heavy de 4 cuerdas', 'https://www.thomann.de/es/bajos_heavy_de_4_cuerdas.html'), ('Bajos eléctricos > Bajos Heavy de 5 cuerdas', 'https://www.thomann.de/es/bajos_heavy_de_5_cuerdas.html'), ('Bajos eléctricos > Bajos fretless', 'https://www.thomann.de/es/bajos_fretless.html'), ('Bajos eléctricos > Bajos de 4 cuerdas para zurdos', 'https://www.thomann.de/es/bajos_de_4_cuerdas_para_zurdos.html'), ('Bajos eléctricos > Bajos de 5 cuerdas para zurdos', 'https://www.thomann.de/es/bajos_de_5_cuerdas_para_zurdos.html'), ('Bajos eléctricos > Bajos de 6 cuerdas para zurdos', 'https://www.thomann.de/es/bajos_de_6_cuerdas_para_zurdos.html'), ('Bajos eléctricos > Bajos eléctricos de escala corta', 'https://www.thomann.de/es/bajos_electricos_short_scale.html'), ('Bajos eléctricos > Bajos de gama alta', 'https://www.thomann.de/es/bajos_gama_alta.html'), ('Bajos eléctricos > Bajos eléctricos Signature', 'https://www.thomann.de/es/bajos_electricos_signature.html'), ('Bajos eléctricos > Bajos multiescala', 'https://www.thomann.de/es/bajos_multiescala.html'), ('Bajos acústicos / semiacústicos > Bajos acústicos de 4 cuerdas', 'https://www.thomann.de/es/bajos_acusticos_de_4_cuerdas.html'), ('Bajos acústicos / semiacústicos > Bajos acústicos de 5 cuerdas', 'https://www.thomann.de/es/bajos_acusticos_de_5_cuerdas.html'), ('Bajos acústicos / semiacústicos > Bajos acústicos de 5 cuerdas', 'https://www.thomann.de/es/bajos_acusticos_6_cuerdas.html'), ('Bajos acústicos / semiacústicos > Bajos acústicos fretless', 'https://www.thomann.de/es/bajos_acusticos_fretless.html'), ('Bajos acústicos / semiacústicos > Bajos acústicos para zurdos', 'https://www.thomann.de/es/bajos_acusticos_para_zurdos.html'), ('Bajos acústicos / semiacústicos > Bajos semiacústicos de 4 cuerdas', 'https://www.thomann.de/es/bajos_semiacusticos_de_4_cuerdas.html'), ('Bajos acústicos / semiacústicos > Bajos semiacústicos de 5 cuerdas', 'https://www.thomann.de/es/bajos_semiacusticos_de_5_cuerdas.html'), ('Bajos acústicos / semiacústicos > Bajos semiacústicos para zurdos', 'https://www.thomann.de/es/bajos_semiacusticos_para_zurdos.html'), ('Bajos acústicos / semiacústicos > Bajos semiacústicos fretless', 'https://www.thomann.de/es/bajos_semiacusticos_fretless.html'), ('Bajos acústicos / semiacústicos > Bajos acústicos Signature', 'https://www.thomann.de/es/bajos_acusticos_signature.html'), ('Guitarras eléctricas', 'https://www.thomann.de/es/guitarras_electricas.html'), ('Guitarras clásicas', 'https://www.thomann.de/es/guitarras_clasicas.html'), ('Guitarras acústicas', 'https://www.thomann.de/es/guitarras_acusticas.html'), ('Bajos eléctricos', 'https://www.thomann.de/es/bajos_electricos.html'), ('Bajos acústicos / semiacústicos', 'https://www.thomann.de/es/bajos_acusticos_semiacusticos.html'), ('Guitarras eléctricas', 'https://www.thomann.de/es/guitarras_electricas.html'), ('Guitarras clásicas', 'https://www.thomann.de/es/guitarras_clasicas.html'), ('Guitarras acústicas', 'https://www.thomann.de/es/guitarras_acusticas.html'), ('Bajos eléctricos', 'https://www.thomann.de/es/bajos_electricos.html'), ('Bajos acústicos / semiacústicos', 'https://www.thomann.de/es/bajos_acusticos_semiacusticos.html')]\n",
            "***********************************\n",
            "La recursividad va como el culo! La has liado\n",
            "2. Lista de tuplas : \n",
            " [('Guitarras eléctricas', 'https://www.thomann.de/es/guitarras_electricas.html'), ('Guitarras clásicas', 'https://www.thomann.de/es/guitarras_clasicas.html'), ('Guitarras acústicas', 'https://www.thomann.de/es/guitarras_acusticas.html'), ('Bajos eléctricos', 'https://www.thomann.de/es/bajos_electricos.html'), ('Bajos acústicos / semiacústicos', 'https://www.thomann.de/es/bajos_acusticos_semiacusticos.html'), ('Guitarras eléctricas > Modelos ST', 'https://www.thomann.de/es/modelos_st.html'), ('Guitarras eléctricas > Modelos T', 'https://www.thomann.de/es/modelos_t.html'), ('Guitarras eléctricas > Modelos Single Cut', 'https://www.thomann.de/es/modelos_lp.html'), ('Guitarras eléctricas > Modelos Double Cut', 'https://www.thomann.de/es/modelos_sg.html'), ('Guitarras eléctricas > Guitarra Hollowbody', 'https://www.thomann.de/es/guitarra_hollowbody.html'), ('Guitarras eléctricas > Guitarras Heavy', 'https://www.thomann.de/es/guitarras_heavy.html'), ('Guitarras eléctricas > Guitarras para zurdos', 'https://www.thomann.de/es/guitarras_electricas_para_zurdos.html'), ('Guitarras eléctricas > Guitarras de gama alta', 'https://www.thomann.de/es/guitarras_de_gama_alta.html'), ('Guitarras eléctricas > Guitarras Jazz', 'https://www.thomann.de/es/guitarras_jazz.html'), ('Guitarras eléctricas > Guitarras de 7 cuerdas', 'https://www.thomann.de/es/guitarras_de_7_cuerdas.html'), ('Guitarras eléctricas > Guitarras de 8 cuerdas', 'https://www.thomann.de/es/guitarras_8_cuerdas.html'), ('Guitarras eléctricas > Guitarras con trastes en abanico', 'https://www.thomann.de/es/en_abanico.html'), ('Guitarras eléctricas > Guitarras de 12 cuerdas', 'https://www.thomann.de/es/guitarras_12_cuerdas.html'), ('Guitarras eléctricas > Guitarras barítonas', 'https://www.thomann.de/es/guitarras_baritonas.html'), ('Guitarras eléctricas > Guitarras de escala corta', 'https://www.thomann.de/es/shortscale.html'), ('Guitarras eléctricas > Guitarras midi/\\u200bdigital/\\u200bmode\\xadling', 'https://www.thomann.de/es/guitarras_midi_digital_modeling.html'), ('Guitarras eléctricas > Guitarras eléctricas con fonocaptor acústico', 'https://www.thomann.de/es/guitarras_electricas_con_fonocaptores_acusticos.html'), ('Guitarras eléctricas > Guitarras Signature', 'https://www.thomann.de/es/guitarras_signature.html'), ('Guitarras clásicas > Guitarras de concierto 1/8', 'https://www.thomann.de/es/guitarras_de_concierto_1-8.html'), ('Guitarras clásicas > Guitarras de concierto 1/4', 'https://www.thomann.de/es/guitarras_de_concierto_1-4.html'), ('Guitarras clásicas > Guitarras de concierto 1/2', 'https://www.thomann.de/es/guitarras_de_concierto_1-2.html'), ('Guitarras clásicas > Guitarras de concierto 3/4', 'https://www.thomann.de/es/guitarras_de_concierto_3-4.html'), ('Guitarras clásicas > Guitarras de concierto 7/8', 'https://www.thomann.de/es/guitarras_de_concierto_7-8.html'), ('Guitarras clásicas > Guitarras de concierto 4/4', 'https://www.thomann.de/es/guitarras_de_concierto_4-4.html'), ('Guitarras clásicas > Guitarras de concierto para zurdos', 'https://www.thomann.de/es/guitarras_de_concierto_para_zurdos.html'), ('Guitarras clásicas > Otras guitarras de concierto', 'https://www.thomann.de/es/otras_guitarras_de_concierto.html'), ('Guitarras clásicas > Guitarras Flamencas', 'https://www.thomann.de/es/guitarras_flamencas.html'), ('Guitarras acústicas > Guitarras Dreadnought', 'https://www.thomann.de/es/guitarras_dreadnought.html'), ('Guitarras acústicas > Guitarras jumbo', 'https://www.thomann.de/es/guitarras_jumbo.html'), ('Guitarras acústicas > Guitarras Folk', 'https://www.thomann.de/es/guitarras_folk.html'), ('Guitarras acústicas > Guitarras Roundback', 'https://www.thomann.de/es/guitarras_roundback.html'), ('Guitarras acústicas > Guitarras acústicas de 12 cuerdas', 'https://www.thomann.de/es/guitarras_acusticas_de_12_cuerdas.html'), ('Guitarras acústicas > Guitarras acústicas para zurdos', 'https://www.thomann.de/es/guitarras_acusticas_para_zurdos.html'), ('Guitarras acústicas > Guitarras acústicas', 'https://www.thomann.de/es/gutarras_y_bajos.html'), ('Guitarras acústicas > Guitarras acústicas de gama alta', 'https://www.thomann.de/es/acusticas_gama_alta.html'), ('Guitarras acústicas > Guitarras acústicas barítonas', 'https://www.thomann.de/es/guitarras_acusticas_baritonas.html'), ('Guitarras acústicas > Otras guitarras acústicas', 'https://www.thomann.de/es/otras_guitarras_acusticas.html'), ('Bajos eléctricos > Bajos J de 4 cuerdas', 'https://www.thomann.de/es/bajos_j_de_4_cuerdas.html'), ('Bajos eléctricos > Bajos J de 5 cuerdas', 'https://www.thomann.de/es/bajos_j_de_5_cuerdas.html'), ('Bajos eléctricos > Bajos P de 4 cuerdas', 'https://www.thomann.de/es/bajos_p_de_4_cuerdas.html'), ('Bajos eléctricos > Bajos P de 5 cuerdas', 'https://www.thomann.de/es/bajos_p_de_5_cuerdas.html'), ('Bajos eléctricos > Bajos Heavy de 4 cuerdas', 'https://www.thomann.de/es/bajos_heavy_de_4_cuerdas.html'), ('Bajos eléctricos > Bajos Heavy de 5 cuerdas', 'https://www.thomann.de/es/bajos_heavy_de_5_cuerdas.html'), ('Bajos eléctricos > Bajos fretless', 'https://www.thomann.de/es/bajos_fretless.html'), ('Bajos eléctricos > Bajos de 4 cuerdas para zurdos', 'https://www.thomann.de/es/bajos_de_4_cuerdas_para_zurdos.html'), ('Bajos eléctricos > Bajos de 5 cuerdas para zurdos', 'https://www.thomann.de/es/bajos_de_5_cuerdas_para_zurdos.html'), ('Bajos eléctricos > Bajos de 6 cuerdas para zurdos', 'https://www.thomann.de/es/bajos_de_6_cuerdas_para_zurdos.html'), ('Bajos eléctricos > Bajos eléctricos de escala corta', 'https://www.thomann.de/es/bajos_electricos_short_scale.html'), ('Bajos eléctricos > Bajos de gama alta', 'https://www.thomann.de/es/bajos_gama_alta.html'), ('Bajos eléctricos > Bajos eléctricos Signature', 'https://www.thomann.de/es/bajos_electricos_signature.html'), ('Bajos eléctricos > Bajos multiescala', 'https://www.thomann.de/es/bajos_multiescala.html'), ('Bajos acústicos / semiacústicos > Bajos acústicos de 4 cuerdas', 'https://www.thomann.de/es/bajos_acusticos_de_4_cuerdas.html'), ('Bajos acústicos / semiacústicos > Bajos acústicos de 5 cuerdas', 'https://www.thomann.de/es/bajos_acusticos_de_5_cuerdas.html'), ('Bajos acústicos / semiacústicos > Bajos acústicos de 5 cuerdas', 'https://www.thomann.de/es/bajos_acusticos_6_cuerdas.html'), ('Bajos acústicos / semiacústicos > Bajos acústicos fretless', 'https://www.thomann.de/es/bajos_acusticos_fretless.html'), ('Bajos acústicos / semiacústicos > Bajos acústicos para zurdos', 'https://www.thomann.de/es/bajos_acusticos_para_zurdos.html'), ('Bajos acústicos / semiacústicos > Bajos semiacústicos de 4 cuerdas', 'https://www.thomann.de/es/bajos_semiacusticos_de_4_cuerdas.html'), ('Bajos acústicos / semiacústicos > Bajos semiacústicos de 5 cuerdas', 'https://www.thomann.de/es/bajos_semiacusticos_de_5_cuerdas.html'), ('Bajos acústicos / semiacústicos > Bajos semiacústicos para zurdos', 'https://www.thomann.de/es/bajos_semiacusticos_para_zurdos.html'), ('Bajos acústicos / semiacústicos > Bajos semiacústicos fretless', 'https://www.thomann.de/es/bajos_semiacusticos_fretless.html'), ('Bajos acústicos / semiacústicos > Bajos acústicos Signature', 'https://www.thomann.de/es/bajos_acusticos_signature.html'), ('Guitarras eléctricas', 'https://www.thomann.de/es/guitarras_electricas.html'), ('Guitarras clásicas', 'https://www.thomann.de/es/guitarras_clasicas.html'), ('Guitarras acústicas', 'https://www.thomann.de/es/guitarras_acusticas.html'), ('Bajos eléctricos', 'https://www.thomann.de/es/bajos_electricos.html'), ('Bajos acústicos / semiacústicos', 'https://www.thomann.de/es/bajos_acusticos_semiacusticos.html'), ('Guitarras eléctricas', 'https://www.thomann.de/es/guitarras_electricas.html'), ('Guitarras clásicas', 'https://www.thomann.de/es/guitarras_clasicas.html'), ('Guitarras acústicas', 'https://www.thomann.de/es/guitarras_acusticas.html'), ('Bajos eléctricos', 'https://www.thomann.de/es/bajos_electricos.html'), ('Bajos acústicos / semiacústicos', 'https://www.thomann.de/es/bajos_acusticos_semiacusticos.html')]\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "ar-_wSGv2Gw2",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 1000
        },
        "outputId": "88938707-75fc-47ef-eced-dccba9425e7b"
      },
      "source": [
        "# 2 Para cada tupla, extraigo los datos de cada producto: obtengo una lista de [(subcategoría, [Lista de tuplas de productos])]\n",
        "prodTypeAndListProds = {}\n",
        "for resPage in GuitarsAndBassTypesListUrls:\n",
        "  if(\">\" in resPage[0]):\n",
        "\n",
        "    prodType = 'Guitarra' if (\"Guitarra\" in resPage[0]) else \"Bajo\"\n",
        "    if(not(f\"{prodType}\" in prodTypeAndListProds)):\n",
        "      prodTypeAndListProds[f\"{prodType}\"] = GetAllProductsSummaryFromSearchPage(resPage[1], debug=False)\n",
        "    else:\n",
        "      prodTypeAndListProds[f\"{prodType}\"].extend(GetAllProductsSummaryFromSearchPage(resPage[1], debug=False))\n",
        "\n",
        "\n",
        "\n"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "[GetProductSummaryFromSearchpage()] Exploring Results for:     Modelos ST    \n",
            " **************************\n",
            "[GetProductSummaryFromSearchpage()] Exploring Results for:     Modelos T    \n",
            " **************************\n",
            "[GetProductSummaryFromSearchpage()] Exploring Results for:     Modelos Single Cut    \n",
            " **************************\n",
            "[GetProductSummaryFromSearchpage()] Exploring Results for:     Modelos Double Cut    \n",
            " **************************\n",
            "[GetProductSummaryFromSearchpage()] Exploring Results for:     Guitarra Hollowbody    \n",
            " **************************\n",
            "[GetProductSummaryFromSearchpage()] Exploring Results for:     Guitarras Heavy    \n",
            " **************************\n",
            "[GetProductSummaryFromSearchpage()] Exploring Results for:     Guitarras para zurdos    \n",
            " **************************\n",
            "[GetProductSummaryFromSearchpage()] Exploring Results for:     Guitarras de gama alta    \n",
            " **************************\n",
            "[GetProductSummaryFromSearchpage()] Exploring Results for:     Guitarras Jazz    \n",
            " **************************\n",
            "[GetProductSummaryFromSearchpage()] Exploring Results for:     Guitarras de 7 cuerdas    \n",
            " **************************\n",
            "[GetProductSummaryFromSearchpage()] Exploring Results for:     Guitarras de 8 cuerdas    \n",
            " **************************\n",
            "[GetProductSummaryFromSearchpage()] Exploring Results for:     Guitarras con trastes en abanico    \n",
            " **************************\n",
            "[GetProductSummaryFromSearchpage()] Exploring Results for:     Guitarras de 12 cuerdas    \n",
            " **************************\n",
            "[GetProductSummaryFromSearchpage()] Exploring Results for:     Guitarras barítonas    \n",
            " **************************\n",
            "[GetProductSummaryFromSearchpage()] Exploring Results for:     Guitarras de escala corta    \n",
            " **************************\n",
            "[GetProductSummaryFromSearchpage()] Exploring Results for:     Guitarras midi/digital/modeling    \n",
            " **************************\n",
            "[GetProductSummaryFromSearchpage()] Exploring Results for:     Guitarras eléctricas con fonocaptor acústico    \n",
            " **************************\n",
            "[GetProductSummaryFromSearchpage()] Exploring Results for:     Guitarras Signature    \n",
            " **************************\n",
            "[GetProductSummaryFromSearchpage()] Exploring Results for:     Guitarras de concierto 1/8    \n",
            " **************************\n",
            "[GetProductSummaryFromSearchpage()] Exploring Results for:     Guitarras de concierto 1/4    \n",
            " **************************\n",
            "[GetProductSummaryFromSearchpage()] Exploring Results for:     Guitarras de concierto 1/2    \n",
            " **************************\n",
            "[GetProductSummaryFromSearchpage()] Exploring Results for:     Guitarras de concierto 3/4    \n",
            " **************************\n",
            "[GetProductSummaryFromSearchpage()] Exploring Results for:     Guitarras de concierto 7/8    \n",
            " **************************\n",
            "[GetProductSummaryFromSearchpage()] Exploring Results for:     Guitarras de concierto 4/4    \n",
            " **************************\n",
            "[GetProductSummaryFromSearchpage()] Exploring Results for:     Guitarras de concierto para zurdos    \n",
            " **************************\n",
            "[GetProductSummaryFromSearchpage()] Exploring Results for:     Otras guitarras de concierto    \n",
            " **************************\n",
            "[GetProductSummaryFromSearchpage()] Exploring Results for:     Guitarras Flamencas    \n",
            " **************************\n",
            "[GetProductSummaryFromSearchpage()] Exploring Results for:     Guitarras Dreadnought    \n",
            " **************************\n",
            "[GetProductSummaryFromSearchpage()] Exploring Results for:     Guitarras jumbo    \n",
            " **************************\n",
            "[GetProductSummaryFromSearchpage()] Exploring Results for:     Guitarras Folk    \n",
            " **************************\n",
            "[GetProductSummaryFromSearchpage()] Exploring Results for:     Guitarras Roundback    \n",
            " **************************\n",
            "[GetProductSummaryFromSearchpage()] Exploring Results for:     Guitarras acústicas de 12 cuerdas    \n",
            " **************************\n",
            "[GetProductSummaryFromSearchpage()] Exploring Results for:     Guitarras acústicas para zurdos    \n",
            " **************************\n",
            "[GetProductSummaryFromSearchpage()] Exploring Results for:     Guitarras acústicas    \n",
            " **************************\n",
            "[GetProductSummaryFromSearchpage()] Exploring Results for:     Guitarras acústicas de gama alta    \n",
            " **************************\n",
            "[GetProductSummaryFromSearchpage()] Exploring Results for:     Guitarras acústicas barítonas    \n",
            " **************************\n",
            "[GetProductSummaryFromSearchpage()] Exploring Results for:     Otras guitarras acústicas    \n",
            " **************************\n",
            "[GetProductSummaryFromSearchpage()] Exploring Results for:     Bajos J de 4 cuerdas    \n",
            " **************************\n",
            "[GetProductSummaryFromSearchpage()] Exploring Results for:     Bajos J de 5 cuerdas    \n",
            " **************************\n",
            "[GetProductSummaryFromSearchpage()] Exploring Results for:     Bajos P de 4 cuerdas    \n",
            " **************************\n",
            "[GetProductSummaryFromSearchpage()] Exploring Results for:     Bajos P de 5 cuerdas    \n",
            " **************************\n",
            "[GetProductSummaryFromSearchpage()] Exploring Results for:     Bajos Heavy de 4 cuerdas    \n",
            " **************************\n",
            "[GetProductSummaryFromSearchpage()] Exploring Results for:     Bajos Heavy de 5 cuerdas    \n",
            " **************************\n",
            "[GetProductSummaryFromSearchpage()] Exploring Results for:     Bajos fretless    \n",
            " **************************\n",
            "[GetProductSummaryFromSearchpage()] Exploring Results for:     Bajos de 4 cuerdas para zurdos    \n",
            " **************************\n",
            "[GetProductSummaryFromSearchpage()] Exploring Results for:     Bajos de 5 cuerdas para zurdos    \n",
            " **************************\n",
            "[GetProductSummaryFromSearchpage()] Exploring Results for:     Bajos de 6 cuerdas para zurdos    \n",
            " **************************\n",
            "[GetProductSummaryFromSearchpage()] Exploring Results for:     Bajos eléctricos de escala corta    \n",
            " **************************\n",
            "[GetProductSummaryFromSearchpage()] Exploring Results for:     Bajos de gama alta    \n",
            " **************************\n",
            "[GetProductSummaryFromSearchpage()] Exploring Results for:     Bajos eléctricos Signature    \n",
            " **************************\n",
            "[GetProductSummaryFromSearchpage()] Exploring Results for:     Bajos multiescala    \n",
            " **************************\n",
            "[GetProductSummaryFromSearchpage()] Exploring Results for:     Bajos acústicos de 4 cuerdas    \n",
            " **************************\n",
            "[GetProductSummaryFromSearchpage()] Exploring Results for:     Bajos acústicos de 5 cuerdas    \n",
            " **************************\n",
            "[GetProductSummaryFromSearchpage()] Exploring Results for:     Bajos acústicos de 5 cuerdas    \n",
            " **************************\n",
            "[GetProductSummaryFromSearchpage()] Exploring Results for:     Bajos acústicos fretless    \n",
            " **************************\n",
            "[GetProductSummaryFromSearchpage()] Exploring Results for:     Bajos acústicos para zurdos    \n",
            " **************************\n",
            "[GetProductSummaryFromSearchpage()] Exploring Results for:     Bajos semiacústicos de 4 cuerdas    \n",
            " **************************\n",
            "[GetProductSummaryFromSearchpage()] Exploring Results for:     Bajos semiacústicos de 5 cuerdas    \n",
            " **************************\n",
            "[GetProductSummaryFromSearchpage()] Exploring Results for:     Bajos semiacústicos para zurdos    \n",
            " **************************\n",
            "[GetProductSummaryFromSearchpage()] Exploring Results for:     Bajos semiacústicos fretless    \n",
            " **************************\n",
            "[GetProductSummaryFromSearchpage()] Exploring Results for:     Bajos acústicos Signature    \n",
            " **************************\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "4nEtdDeg9ORl",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 129
        },
        "outputId": "7532b538-6f36-4d21-9393-fb1a3fe6937f"
      },
      "source": [
        "print(\"Diccionario resultante:\")\n",
        "print(f\"Número de keys = {len(prodTypeAndListProds)} : {prodTypeAndListProds.keys()}\")\n",
        "print(f\"Páginas de resultados exploradas (Bajo): {len(prodTypeAndListProds['Bajo'])}\")\n",
        "print(f\"Páginas de resultados exploradas (Guitarra): {len(prodTypeAndListProds['Guitarra'])}\")\n",
        "\n",
        "\n",
        "\n",
        "\n",
        "\n",
        "\n",
        "\n",
        "\n",
        "#print(f\" Acceso a resultados de una sola página de guitarras: {prodTypeAndListProds['Guitarra'][0]}\")\n",
        "# recorro los productos para la descarga de las imágenes:\n",
        "#for resInnerPage in prodTypeAndListProds:\n",
        "\n",
        "\n"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "Diccionario resultante:\n",
            "Número de keys = 2 : dict_keys(['Guitarra', 'Bajo'])\n",
            "Páginas de resultados exploradas (Bajo): 29\n",
            "Páginas de resultados exploradas (Guitarra): 95\n",
            "('https://www.thomann.de/es/fender_sq_cv_50_strat_mn_sp_ed._fr.htm', 'https://thumbs.static-thomann.de/thumb/thumb150x150/pics/prod/490634.jpg', 'Fender', 'SQ CV 50 Strat MN Sp.Ed. FR', 'Guitarra eléctrica Stratocaster', '435 €')\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "1DtQ23aAGYjp"
      },
      "source": [
        "Finally Downloading OMG:\n"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "VVM7I1mBFkBw"
      },
      "source": [
        "#Acceder a imágenes de guitarras y guardarlas\n",
        "\n",
        "imgId = 0\n",
        "for pgnIt in prodTypeAndListProds['Guitarra']:\n",
        "  for itemIt in pgnIt:\n",
        "    if(not \"sorrynopic\" in itemIt[1]):\n",
        "      #print(f\"{itemIt[1]}\")\n",
        "      imgId+=1\n",
        "      download_and_persist_resource(itemIt[1],f\"Guitar{str(imgId)}.jpg\",destDir=\"/PA-Dataset/Guitarras/thumbnail/\", basePath=\"drive/My Drive/Colab Notebooks\")\n",
        "\n",
        "\n",
        "print(f\"{imgId}\")\n"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "WhSr-h2EkRzb",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 1000
        },
        "outputId": "70254bb4-c049-4916-f7e7-7267b5456761"
      },
      "source": [
        "#Acceder a imágenes de bajos y guardarlas\n",
        "\n",
        "\n",
        "imgId = 0\n",
        "for pgnIt in prodTypeAndListProds['Bajo']:\n",
        "  for itemIt in pgnIt:\n",
        "    if(not \"sorrynopic\" in itemIt[1]):\n",
        "      #print(f\"{itemIt[1]}\")\n",
        "      imgId+=1\n",
        "      download_and_persist_resource(itemIt[1],f\"Bass{str(imgId)}.jpg\",destDir=\"/PA-Dataset/Bajos/thumbnail/\", basePath=\"drive/My Drive/Colab Notebooks\")\n",
        "      time.sleep(0.1)\n",
        "\n",
        "\n",
        "print(f\" Finished: {imgId} imágenes de Bajos guardadas con éxito\")\n"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "Copying https://thumbs.static-thomann.de/thumb/thumb150x150/pics/prod/446264.jpg file to Colab\n",
            "Saving resource to: drive/My Drive/Colab Notebooks/PA-Dataset/Bajos/thumbnail/Bass1.jpg\n",
            "Copying https://thumbs.static-thomann.de/thumb/thumb150x150/pics/prod/304930.jpg file to Colab\n",
            "Saving resource to: drive/My Drive/Colab Notebooks/PA-Dataset/Bajos/thumbnail/Bass2.jpg\n",
            "Copying https://thumbs.static-thomann.de/thumb/thumb150x150/pics/prod/351690.jpg file to Colab\n",
            "Saving resource to: drive/My Drive/Colab Notebooks/PA-Dataset/Bajos/thumbnail/Bass3.jpg\n",
            "Copying https://thumbs.static-thomann.de/thumb/thumb150x150/pics/prod/446377.jpg file to Colab\n",
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            "Copying https://thumbs.static-thomann.de/thumb/thumb150x150/pics/prod/445968.jpg file to Colab\n",
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            "Copying https://thumbs.static-thomann.de/thumb/thumb150x150/pics/prod/450755.jpg file to Colab\n",
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            "Copying https://thumbs.static-thomann.de/thumb/thumb150x150/pics/prod/450759.jpg file to Colab\n",
            "Saving resource to: drive/My Drive/Colab Notebooks/PA-Dataset/Bajos/thumbnail/Bass1070.jpg\n",
            "Copying https://thumbs.static-thomann.de/thumb/thumb150x150/pics/prod/444418.jpg file to Colab\n",
            "Saving resource to: drive/My Drive/Colab Notebooks/PA-Dataset/Bajos/thumbnail/Bass1071.jpg\n",
            "Copying https://thumbs.static-thomann.de/thumb/thumb150x150/pics/prod/450666.jpg file to Colab\n",
            "Saving resource to: drive/My Drive/Colab Notebooks/PA-Dataset/Bajos/thumbnail/Bass1072.jpg\n",
            "Copying https://thumbs.static-thomann.de/thumb/thumb150x150/pics/prod/488849.jpg file to Colab\n",
            "Saving resource to: drive/My Drive/Colab Notebooks/PA-Dataset/Bajos/thumbnail/Bass1073.jpg\n",
            "Copying https://thumbs.static-thomann.de/thumb/thumb150x150/pics/prod/156516.jpg file to Colab\n",
            "Saving resource to: drive/My Drive/Colab Notebooks/PA-Dataset/Bajos/thumbnail/Bass1074.jpg\n",
            "Copying https://thumbs.static-thomann.de/thumb/thumb150x150/pics/prod/193106.jpg file to Colab\n",
            "Saving resource to: drive/My Drive/Colab Notebooks/PA-Dataset/Bajos/thumbnail/Bass1075.jpg\n",
            "Copying https://thumbs.static-thomann.de/thumb/thumb150x150/pics/prod/471210.jpg file to Colab\n",
            "Saving resource to: drive/My Drive/Colab Notebooks/PA-Dataset/Bajos/thumbnail/Bass1076.jpg\n",
            " Finished: 1076 imágenes de Bajos guardadas con éxito\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "wzrk9S5UlCAx",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 54
        },
        "outputId": "5bd1fbba-2f88-457e-9f23-6dcba019e5b8"
      },
      "source": [
        "\n",
        "time.sleep(0.1)\n",
        "print(\"HI\")\n",
        "time.sleep(1)\n",
        "print(\"HO\")"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "HI\n",
            "HO\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "XBOUT60CJYNE"
      },
      "source": [
        "<h3>Celda de test (no loop): Obtención de información de todos los artículos de una página de resultados:</h3>\n",
        "<p> Usando selectores de CSS se hace mucho más sencillo (e.g. .select() .select_one() <p/>\n"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "uCN_N0vgZE1C"
      },
      "source": [
        "urlTest = \"https://www.thomann.de/es/modelos_st.html\"\n",
        "\n",
        "getMethodParams = { 'ls': '100'}\n",
        "response = requests.get(urlTest, params=getMethodParams)\n",
        "\n",
        "if(isErrorPage(response)):\n",
        "  print(\"Error Page encountered.\")\n",
        "bweb = BeautifulSoup(response.content, 'lxml')\n",
        "if(len(bweb.findAll(\"div\",attrs={'class':'results'})) == 0):\n",
        "  print(\"Input url is not a results Page.\")\n",
        "\n",
        "#Selección de todos los contenedores de datos sobre artículos ('extensible-article)\n",
        "prodContainerList = bweb.select(\"div.articles-list > div.extensible-article\")\n",
        "#print(prodContainerList[0].prettify())\n",
        "\n",
        "#Detalles tanto en parte izqda como dcha\n",
        "listaDetallesProds = bweb.select(\"div.left div.product-image.image-block , div.right .top\")\n",
        "\n",
        "listProdsInfoInPage  = []\n",
        "\n",
        "#LISTA DE PRODUCTOS CON SUS CARACTERÍSTICAS PRINCIPALES:\n",
        "for elem in listaDetallesProds:\n",
        "\n",
        "  urlProd = elem.select_one(\"a.article-link.link\")\n",
        "  urlProd = 'N/A' if urlProd is None else urlProd['href']\n",
        "  print(f\"url: {urlProd}\")\n",
        "\n",
        "  thumbnail = elem.select_one(\"a.article-link.link img.image\")\n",
        "  thumbnail = 'N/A' if thumbnail is None else thumbnail['src']\n",
        "  print(f\"thumbnail: {thumbnail}\")\n",
        "\n",
        "  manuf = elem.select_one('.head span.manufacturer')\n",
        "  manuf = 'N/A' if manuf is None else manuf.text\n",
        "  print(f\"Manufacturer: {manuf}\")\n",
        "\n",
        "  name = elem.select_one(\".head .model\")\n",
        "  name =  'N/A' if (name is None) else name.text\n",
        "  print(f\"Name: {name}\")\n",
        "\n",
        "  subcaption = elem.select_one('div.subtitle-block div')\n",
        "  subcaption = 'N/A' if (subcaption is None) else subcaption.text\n",
        "  print(f\"Subcaption: {subcaption} \")\n",
        "\n",
        "  price = elem.select_one('div.body .price-block span.article-basketlink')\n",
        "  price = 'N/A' if (price is None) else price.text\n",
        "  print(f\"Price: {price}\")\n",
        "\n",
        "  listProdsInfoInPage.append((urlProd,thumbnail,manuf,name,subcaption,price))\n",
        "\n",
        "  print(\"\\n -------------------\")\n",
        "\n",
        "#LISTA DE TUPLES con toda la información más relevante de un artículo\n",
        "for it in listProdsInfoInPage:\n",
        "  print(it)\n",
        "\n",
        "\n"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "9NaDZcif4YRY"
      },
      "source": [
        "#Devuelve un boolean que define si el tag de HTML 'elem' contiene una clase dada por el argumento 'className'\n",
        "def IsMatchingClass(elem, className=\"page\"):\n",
        "  listClasses = elem.get_attribute_list('class')\n",
        "  for class_ in listClasses:\n",
        "    if class_ == className:\n",
        "      return True\n",
        "  return False\n",
        "#Función de filtro obtener exclusivamente enlaces de productos\n",
        "def isProduct(tagElem):\n",
        "  class_list = tagElem.get_attribute_list('class')\n",
        "  for cl in class_list:\n",
        "    if cl == \"article-link\" and tagElem.find('img') is not None:\n",
        "        return True\n",
        "  return False"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "fMdaYNT49wtT"
      },
      "source": [
        "import os\n",
        "import glob\n",
        "import pandas as pd\n",
        "import xml.etree.ElementTree as ET\n",
        "\n",
        "\n",
        "def xml_to_csv(path):\n",
        "    xml_list = []\n",
        "    for xml_file in glob.glob(path + '/*.xml'):\n",
        "        tree = ET.parse(xml_file)\n",
        "        root = tree.getroot()\n",
        "        for member in root.findall('object'):\n",
        "            value = (root.find('filename').text,\n",
        "                     int(root.find('size')[0].text),\n",
        "                     int(root.find('size')[1].text),\n",
        "                     member[0].text,\n",
        "                     int(member[4][0].text),\n",
        "                     int(member[4][1].text),\n",
        "                     int(member[4][2].text),\n",
        "                     int(member[4][3].text)\n",
        "                     )\n",
        "            xml_list.append(value)\n",
        "    column_name = ['filename', 'width', 'height', 'class', 'xmin', 'ymin', 'xmax', 'ymax']\n",
        "    xml_df = pd.DataFrame(xml_list, columns=column_name)\n",
        "    return xml_df\n",
        "\n",
        "\n",
        "def main():\n",
        "    image_path = os.path.join(os.getcwd(), 'annotations')\n",
        "    xml_df = xml_to_csv(image_path)\n",
        "    xml_df.to_csv('raccoon_labels.csv', index=None)\n",
        "    print('Successfully converted xml to csv.')\n",
        "\n",
        "\n",
        "main()"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "NVx32A_4CTzs"
      },
      "source": [
        "from PIL import Image\n",
        "import numpy as np\n",
        "import math\n",
        "from google.colab import files\n",
        "\n",
        "crop_path = \"drive/My Drive/Colab Notebooks/Data/ganSrc/\"\n",
        "\n",
        "print(\"Obtaining list of files!\")\n",
        "files_in = !ls '$crop_path'\n",
        "print(files_in[:' '])\n",
        "#Obtengo array de strings donde estan todos los numeros pero en varias lineas\n",
        "files_in[:] = ''.join(files_in[:])\n",
        "print(\"Making each one elem of list!\")\n",
        "print(files_in)\n",
        "#for l in files_in:\n",
        "\n",
        "\n",
        "print(dirs)\n",
        "#fileStream = open(f\"{crop_path}\",'r')\n",
        "#print(fileStream)\n",
        "\n",
        "image = Image.open(f\"{crop_path}0\")\n",
        "#Get image dimensions\n",
        "width, height = image.size\n",
        "\n",
        "#Get closest power of 2 in order to crop appropiately\n",
        "nu_width = math.pow(2,int(math.log(width,2)))\n",
        "nu_height = math.pow(2,int(math.log(height,2)))\n",
        "\n",
        "print(f\"Cropping image: \")\n",
        "print(f\" WIDTH: {width}-->{nu_width}\")\n",
        "print(f\" HEIGHT: {height}-->{nu_height}\")\n",
        "#crop((left, top, right, bottom))\n",
        "cropped_img = image.crop((0,0,nu_width,nu_height))\n",
        "\n",
        "print(cropped_img)\n",
        "\n",
        "cropped_img.save(fp=f\"{crop_path}0.jpg\")\n",
        "\n",
        "import matplotlib.pyplot as plt\n",
        "import matplotlib.image as mpimg\n",
        "img=mpimg.imread(f\"{crop_path}/0.jpg\")\n",
        "imgplot = plt.imshow(img)\n",
        "plt.show()"
      ],
      "execution_count": null,
      "outputs": []
    }
  ]
}