{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "0106c35d-8bd3-46e5-ae63-8bdcc7f3c57e",
   "metadata": {},
   "source": [
    "# Imports"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "id": "07f1b7f9-e990-4f49-81ec-5e7b85533ce6",
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "import os \n",
    "import sys"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "id": "2c0608fc-aaf0-4050-9802-132a3f57e264",
   "metadata": {},
   "outputs": [],
   "source": [
    "module_path = os.path.abspath(os.path.join('..'))\n",
    "\n",
    "# Add to sys.path if not already present\n",
    "if module_path not in sys.path:\n",
    "    sys.path.append(module_path)\n",
    "    print(module_path)\n",
    "\n",
    "from extraccion import agentes_entidades"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e9945d03-5f4d-46f4-bf05-9effca5fbc30",
   "metadata": {},
   "source": [
    "# Variables"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "id": "d9af271a-03f9-41c7-acf9-7497c5463cc8",
   "metadata": {},
   "outputs": [],
   "source": [
    "INPUT_FOLDER = f\"{module_path}/input/Preguntas Categoricas/\"\n",
    "OUTPUT_FOLDER = f\"{module_path}/output/fase1\"\n",
    "FILES_TO_PROCESS = os.listdir(INPUT_FOLDER)\n",
    "DELIMITER = \"|^\"\n",
    "DIC_QUESTIONS = {\n",
    "    \"Encuesta_MediaG01Q02.csv\":agentes_entidades.extractor_pre_1\n",
    "    # COMPLETAR RESTO\n",
    "}"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "eb564083-f884-4bb4-8e4b-191d3bbd887e",
   "metadata": {},
   "source": [
    "# Functions"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "id": "ec64ee5e-1d45-4d1e-805c-45a608eea33a",
   "metadata": {},
   "outputs": [],
   "source": [
    "def extract_answers(answers):\n",
    "    answer_formated = \"\"\n",
    "    iterator_answers = answers.acciones\n",
    "    for item in iterator_answers:\n",
    "        answer_formated+=f\"{item.accion}{DELIMITER}\"\n",
    "    return answer_formated"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "id": "886d7f02-0f5a-4a1f-8bd2-cb18c0a86360",
   "metadata": {},
   "outputs": [],
   "source": [
    "def format_answer(dataframe,function):\n",
    "    dataframe[\"respuestas_formato\"] = None\n",
    "    for index, row in dataframe.iterrows():\n",
    "        answers = function (row['respuesta'])\n",
    "        answer_to_insert = extract_answers(answers)\n",
    "        dataframe.loc[index,'respuestas_formato'] = answer_to_insert"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "id": "16d3fb54-7385-401e-8a0a-b594d08ae181",
   "metadata": {},
   "outputs": [],
   "source": [
    "def format_all_answers(Dic_questions):\n",
    "    for key,value in Dic_questions.items():\n",
    "        question_dataframe = pd.read_csv(INPUT_FOLDER+\"/\"+key)\n",
    "        format_answer(question_dataframe, value)\n",
    "        question_dataframe.to_csv(OUTPUT_FOLDER+\"/\"+key)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "id": "93c06255-a231-4aee-899d-803d9fb0b342",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "----------------------------------------------------------------------------------------------------\n",
      "Realiza promoción por radio para informar a la comunidad sobre el acceso a educación media.\n",
      "----------------------------------------------------------------------------------------------------\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Difunde mensajes informativos en la portería del establecimiento educativo.\n",
      "----------------------------------------------------------------------------------------------------\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Utiliza carteleras del plantel para comunicar información sobre acceso a educación media.\n",
      "----------------------------------------------------------------------------------------------------\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Implementa estrategia de comunicación de voz a voz con la comunidad educativa para promover el acceso a educación media.\n",
      "----------------------------------------------------------------------------------------------------\n"
     ]
    }
   ],
   "source": [
    "format_all_answers(DIC_QUESTIONS)"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
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  "language_info": {
   "codemirror_mode": {
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   "file_extension": ".py",
   "mimetype": "text/x-python",
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