Módulo_1_Introducción_al_Entorno_de_Programación.ipynb

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      "source": [
        "![Data Science Black@300x.png](https://i.imgur.com/eJKkh5m.png)\n",
        "\n",
        "# ¡Bienvenidos a la \"Ciudad Python: Programando la Ciudad del Futuro\"!\n",
        "\n",
        "En este taller estaremos aprendiendo el Lenguaje de programación Python muy versátil y divertido para muchas cosas.\n",
        "\n",
        "El entorno que estás viendo se llama Google CoLab y está basado en \"notebooks\" o libretas que permiten ejecutar tu código en la nube.\n",
        "\n",
        "## ¿Qué es Python y Colab?\n",
        "\n",
        "Python es un lenguaje de programación que te permite ejecutar las instrucciones que le indiques. Es como aprender un nuevo idioma: tiene su propia gramática y sintaxis.\n",
        "\n",
        "Google Colab es el entorno que ejecuta el código Python y te lo muestra en pantalla de manera interactiva.\n",
        "\n"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "ndwVRcbr7vWs"
      },
      "source": [
        "En Google Colab tenemos campos de contenido como este que estamos leyendo, pero ademas tiene campos de código python como el que vez abajo:"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "JUT9RytI7umb"
      },
      "outputs": [],
      "source": []
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "VeWvNU2S8Axs"
      },
      "source": [
        "En los campos de código puedes escribir código Python y presionar en el botón de ejecutar para ver el resultado"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 2,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "VAeIyvgR8KMk",
        "outputId": "bcb60066-c917-418d-cd70-933f6c220218"
      },
      "outputs": [
        {
          "data": {
            "text/plain": [
              "2"
            ]
          },
          "execution_count": 2,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "1+1"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "HdlaZmsihnl1",
        "outputId": "584a5e35-72d7-4162-f943-6114d8d2e308"
      },
      "outputs": [
        {
          "data": {
            "text/plain": [
              "4"
            ]
          },
          "execution_count": 2,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "2+2\n"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "qqmKcJMN-fZt"
      },
      "source": [
        "En Python adicionalmente tenemos la característica de colocar comentarios explicativos que no afectan la ejecución del programa. Estos se escriben dentro del código utilizando el caracter '#':\n"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "j6sl3bOo-uWe"
      },
      "outputs": [],
      "source": [
        "# Este es un comentario dentro de Python"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "kJkv8aDH7tgt"
      },
      "source": [
        "# ¿Qué es programar?\n",
        "\n",
        "Programar es el simple acto de escribir instrucciones para que una computadora las ejecute."
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 1,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "kvwFByHgRUkn",
        "outputId": "c62074fc-d6fb-4f56-e288-c55901176bf0"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "Hola Mundo!\n"
          ]
        }
      ],
      "source": [
        "print(\"Hola Mundo!\")"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "GHpHTj0LRdmV"
      },
      "source": [
        "# ¿Qué es eso que acabo de escribir?\n",
        "\n",
        "Viéndolo paso a paso primero tenemos la instrucción \"print\" que significa en español \"imprimir\".\n",
        "\n",
        "Luego tenemos paréntesis que representan la forma que Python utiliza para asignar datos a una instrucción.\n",
        "\n",
        "Luego abrimos comillas y escribimos el mensaje que se quiere imprimir en pantalla.\n",
        "\n",
        "Al final, tenemos un bonito \"Hola Mundo!\" como tipo de dato de texto solamente."
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "ZmrkiWvCTu9_"
      },
      "source": [
        "# ¿De qué manera crees tú que nos ayuda la programación?\n",
        "\n",
        "Tenemos muchos ejemplos que podemos mencionar: desde el App que utilizas para ver tus películas favoritas en tu televisor, la plataforma que usas para compras por internet o algo tan simple como la calculadora que usas en tu computadora, aunque le verdad no es tan fácil programarla... =).\n",
        "\n",
        "\n",
        "Tal como lo mencionó el alcalde, la programación nos puede ayudar a resolver problemas del día a día. Un problema que aqueja muchísimo en Ciudad Python es la inficiencia del transporte público, y específicamente del sistema de autobuses. Es por ello que en esta serie de módulos te daremos las herramientas necesarias para que nos ayudes a resolver solo una parte del gran problema: optimizar rutas de viaje existentes o crear nuevas rutas tomando en cuenta todas las variables que puedan impactar el tiempo y costo de operación."
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "Ahora \"ejecuta\" el código de abajo el cual genera un mapa con dos puntos: la UTP y la Terminal de Albrook. Observa, analiza y opina sobre la ruta presentada y si existen mejores rutas para transportarse entre estos dos puntos."
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 3,
      "metadata": {},
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
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          ]
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        {
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          "output_type": "stream",
          "text": [
            "  WARNING: The script f2py.exe is installed in 'C:\\Users\\Angel_Cruz1\\AppData\\Roaming\\Python\\Python310\\Scripts' which is not on PATH.\n",
            "  Consider adding this directory to PATH or, if you prefer to suppress this warning, use --no-warn-script-location.\n",
            "  WARNING: The script normalizer.exe is installed in 'C:\\Users\\Angel_Cruz1\\AppData\\Roaming\\Python\\Python310\\Scripts' which is not on PATH.\n",
            "  Consider adding this directory to PATH or, if you prefer to suppress this warning, use --no-warn-script-location.\n",
            "\n",
            "[notice] A new release of pip is available: 23.0.1 -> 23.1.2\n",
            "[notice] To update, run: python.exe -m pip install --upgrade pip\n"
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              "                .addTo(map_67dd9a829f05057244eb18752b503529);\n",
              "        }\n",
              "            geo_json_2e4f071618a72b617c98a6771819e98e_add({&quot;coordinates&quot;: [[-79.53173, 9.02208], [-79.53152, 9.02224], [-79.5315, 9.02229], [-79.53151, 9.02232], [-79.53176, 9.02265], [-79.5318, 9.02269], [-79.53149, 9.02294], [-79.53133, 9.02312], [-79.53119, 9.0233], [-79.53005, 9.02504], [-79.53, 9.0251], [-79.52997, 9.0251], [-79.52993, 9.0251], [-79.52986, 9.02515], [-79.52984, 9.02519], [-79.52983, 9.02529], [-79.52984, 9.02533], [-79.52979, 9.0254], [-79.52968, 9.02562], [-79.52952, 9.02609], [-79.52947, 9.02616], [-79.52939, 9.02623], [-79.52927, 9.0263], [-79.52919, 9.0262], [-79.52831, 9.025], [-79.52818, 9.02483], [-79.52771, 9.02418], [-79.52756, 9.02381], [-79.52752, 9.02362], [-79.52754, 9.02352], [-79.52762, 9.02335], [-79.52764, 9.02329], [-79.52764, 9.02319], [-79.52759, 9.02295], [-79.5276, 9.02283], [-79.52776, 9.02256], [-79.52784, 9.02239], [-79.52819, 9.02205], [-79.52879, 9.02157], [-79.52955, 9.02113], [-79.5297, 9.02105], [-79.52975, 9.02102], [-79.52992, 9.02093], [-79.53011, 9.02084], [-79.53032, 9.02073], [-79.53057, 9.02061], [-79.53092, 9.02043], [-79.53127, 9.02026], [-79.53238, 9.01971], [-79.53286, 9.01946], [-79.53334, 9.01923], [-79.53359, 9.01911], [-79.53368, 9.01906], [-79.53397, 9.01891], [-79.53428, 9.01872], [-79.53456, 9.01848], [-79.53481, 9.01819], [-79.53484, 9.01816], [-79.5351, 9.01773], [-79.53526, 9.01733], [-79.53532, 9.01694], [-79.53536, 9.01644], [-79.53535, 9.01625], [-79.53531, 9.01594], [-79.53528, 9.01568], [-79.53521, 9.01518], [-79.53501, 9.01336], [-79.53479, 9.01155], [-79.53472, 9.01121], [-79.53456, 9.01049], [-79.53422, 9.00908], [-79.53383, 9.00755], [-79.53379, 9.00736], [-79.53378, 9.00727], [-79.534, 9.00723], [-79.53427, 9.00717], [-79.53492, 9.00706], [-79.53579, 9.0069], [-79.53613, 9.00683], [-79.53625, 9.00681], [-79.5365, 9.00676], [-79.53662, 9.00675], [-79.53721, 9.0068], [-79.53731, 9.00679], [-79.53735, 9.00679], [-79.53831, 9.00658], [-79.53869, 9.00649], [-79.53903, 9.00641], [-79.53928, 9.00635], [-79.53971, 9.00625], [-79.54032, 9.00611], [-79.54035, 9.0061], [-79.54099, 9.00595], [-79.54109, 9.00593], [-79.54194, 9.00573], [-79.54208, 9.00568], [-79.54222, 9.00562], [-79.5423, 9.00543], [-79.54233, 9.00531], [-79.54234, 9.00521], [-79.54233, 9.00507], [-79.54232, 9.00503], [-79.54231, 9.00498], [-79.5423, 9.00492], [-79.54228, 9.00483], [-79.54223, 9.00475], [-79.5421, 9.00464], [-79.54199, 9.00459], [-79.54167, 9.00453], [-79.54158, 9.0045], [-79.54152, 9.00445], [-79.54144, 9.00428], [-79.54142, 9.00407], [-79.54155, 9.00315], [-79.54203, 8.99973], [-79.54207, 8.99923], [-79.54206, 8.99888], [-79.54199, 8.99808], [-79.54174, 8.99647], [-79.54164, 8.99603], [-79.54154, 8.99565], [-79.54119, 8.99462], [-79.54027, 8.99235], [-79.54019, 8.99211], [-79.54007, 8.99177], [-79.53999, 8.99136], [-79.53998, 8.99101], [-79.53995, 8.99063], [-79.53999, 8.99021], [-79.5403, 8.98859], [-79.54035, 8.98812], [-79.54036, 8.98776], [-79.54035, 8.98745], [-79.54014, 8.98628], [-79.53996, 8.98507], [-79.53994, 8.98471], [-79.53995, 8.98436], [-79.53999, 8.98406], [-79.54001, 8.98383], [-79.54005, 8.98334], [-79.54014, 8.983], [-79.54028, 8.98255], [-79.54045, 8.98215], [-79.54064, 8.98178], [-79.5409, 8.98138], [-79.54119, 8.981], [-79.5414, 8.98079], [-79.54151, 8.98068], [-79.54177, 8.98043], [-79.54246, 8.97993], [-79.5425, 8.97991], [-79.54254, 8.97988], [-79.54274, 8.97975], [-79.54308, 8.97957], [-79.54366, 8.97931], [-79.54414, 8.97911], [-79.54442, 8.97899], [-79.54541, 8.97855], [-79.54595, 8.97829], [-79.54655, 8.97798], [-79.54707, 8.97768], [-79.54786, 8.97713], [-79.5482, 8.97682], [-79.54864, 8.97635], [-79.54907, 8.97576], [-79.54944, 8.97516], [-79.54961, 8.9748], [-79.54977, 8.97445], [-79.55022, 8.97328], [-79.55086, 8.97159], [-79.55128, 8.97058], [-79.55146, 8.97023], [-79.55183, 8.96963], [-79.55222, 8.96915], [-79.55271, 8.96861], [-79.55313, 8.96816], [-79.55321, 8.96815], [-79.55329, 8.96816], [-79.55334, 8.9682], [-79.55346, 8.96833], [-79.5525, 8.96946], [-79.55212, 8.96993], [-79.55181, 8.97042], [-79.55167, 8.97068], [-79.55182, 8.97077], [-79.55188, 8.97081], [-79.55191, 8.97088], [-79.55186, 8.97121], [-79.55209, 8.97165], [-79.55209, 8.97167]], &quot;type&quot;: &quot;LineString&quot;});\n",
              "\n",
              "        \n",
              "    \n",
              "        var popup_f7150d4e96b5808c45bf5faaf7fe5fe8 = L.popup({&quot;maxWidth&quot;: 300});\n",
              "\n",
              "        \n",
              "            \n",
              "                var html_f2485ebc38bfd6b17c28d3905166792b = $(`&lt;div id=&quot;html_f2485ebc38bfd6b17c28d3905166792b&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;&lt;h1&gt;Distancia: 9.6 Kilometros - Duracion: 11.4 Minutos&lt;/h1&gt;&lt;/div&gt;`)[0];\n",
              "                popup_f7150d4e96b5808c45bf5faaf7fe5fe8.setContent(html_f2485ebc38bfd6b17c28d3905166792b);\n",
              "            \n",
              "        \n",
              "\n",
              "        geo_json_2e4f071618a72b617c98a6771819e98e.bindPopup(popup_f7150d4e96b5808c45bf5faaf7fe5fe8)\n",
              "        ;\n",
              "\n",
              "        \n",
              "    \n",
              "    \n",
              "            var marker_6566fdcfde42c607b6deb08f28243acf = L.marker(\n",
              "                [9.022100303741224, -79.53200963246745],\n",
              "                {}\n",
              "            ).addTo(map_67dd9a829f05057244eb18752b503529);\n",
              "        \n",
              "    \n",
              "            var icon_5464b41f5169ac5c925d24829555c437 = L.AwesomeMarkers.icon(\n",
              "                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;white&quot;, &quot;markerColor&quot;: &quot;green&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n",
              "            );\n",
              "            marker_6566fdcfde42c607b6deb08f28243acf.setIcon(icon_5464b41f5169ac5c925d24829555c437);\n",
              "        \n",
              "    \n",
              "        var popup_07e6759177917928afbb89ec14b056bb = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
              "\n",
              "        \n",
              "            \n",
              "                var html_683be7551a9f438a1fd4e30ec3b686bb = $(`&lt;div id=&quot;html_683be7551a9f438a1fd4e30ec3b686bb&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;&lt;h1&gt;UTP&lt;/h1&gt;&lt;/div&gt;`)[0];\n",
              "                popup_07e6759177917928afbb89ec14b056bb.setContent(html_683be7551a9f438a1fd4e30ec3b686bb);\n",
              "            \n",
              "        \n",
              "\n",
              "        marker_6566fdcfde42c607b6deb08f28243acf.bindPopup(popup_07e6759177917928afbb89ec14b056bb)\n",
              "        ;\n",
              "\n",
              "        \n",
              "    \n",
              "    \n",
              "            var marker_fb0786b7009a91ad0e5203cc3ab0283e = L.marker(\n",
              "                [8.971513053167264, -79.55273002290262],\n",
              "                {}\n",
              "            ).addTo(map_67dd9a829f05057244eb18752b503529);\n",
              "        \n",
              "    \n",
              "            var icon_39796b7f298d49457fa2ac27a2a8a347 = L.AwesomeMarkers.icon(\n",
              "                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;white&quot;, &quot;markerColor&quot;: &quot;red&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n",
              "            );\n",
              "            marker_fb0786b7009a91ad0e5203cc3ab0283e.setIcon(icon_39796b7f298d49457fa2ac27a2a8a347);\n",
              "        \n",
              "    \n",
              "        var popup_8ba80265ad711b4ffd5941ef5740dd18 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
              "\n",
              "        \n",
              "            \n",
              "                var html_e2461a1cd08ff8c3c40b0d134bf6022d = $(`&lt;div id=&quot;html_e2461a1cd08ff8c3c40b0d134bf6022d&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;&lt;h1&gt;Terminal de Albrook&lt;/h1&gt;&lt;/div&gt;`)[0];\n",
              "                popup_8ba80265ad711b4ffd5941ef5740dd18.setContent(html_e2461a1cd08ff8c3c40b0d134bf6022d);\n",
              "            \n",
              "        \n",
              "\n",
              "        marker_fb0786b7009a91ad0e5203cc3ab0283e.bindPopup(popup_8ba80265ad711b4ffd5941ef5740dd18)\n",
              "        ;\n",
              "\n",
              "        \n",
              "    \n",
              "&lt;/script&gt;\n",
              "&lt;/html&gt;\" style=\"position:absolute;width:100%;height:100%;left:0;top:0;border:none !important;\" allowfullscreen webkitallowfullscreen mozallowfullscreen></iframe></div></div>"
            ],
            "text/plain": [
              "<folium.folium.Map at 0x26d4c219270>"
            ]
          },
          "execution_count": 3,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "%pip install openrouteservice folium\n",
        "\n",
        "from openrouteservice import convert\n",
        "import openrouteservice\n",
        "import folium\n",
        "import json\n",
        "\n",
        "client = openrouteservice.Client(key='5b3ce3597851110001cf62480f0b073e0b4f4a509451c6c945555492')\n",
        "\n",
        "Punto_A = {\n",
        "    \"nombre\": \"UTP\",\n",
        "    \"latitud\": 9.022100303741224,\n",
        "    \"longitud\": -79.53200963246745,\n",
        "}\n",
        "\n",
        "Punto_B = {\n",
        "    \"nombre\": \"Terminal de Albrook\",\n",
        "    \"latitud\": 8.971513053167264,\n",
        "    \"longitud\": -79.55273002290262,\n",
        "}\n",
        "\n",
        "coordenadas = (\n",
        "    [Punto_A[\"longitud\"], Punto_A[\"latitud\"]],\n",
        "    [Punto_B[\"longitud\"], Punto_B[\"latitud\"]]\n",
        ")\n",
        "\n",
        "def estilo(mensaje):\n",
        "  return f\"<h1>{mensaje}</h1>\"\n",
        "\n",
        "res = client.directions(coordenadas)\n",
        "geometry = client.directions(coordenadas)['routes'][0]['geometry']\n",
        "decoded = convert.decode_polyline(geometry)\n",
        "\n",
        "mensaje = f\"Distancia: {str(round(res['routes'][0]['summary']['distance']/1000,1))} Kilometros - Duracion: {str(round(res['routes'][0]['summary']['duration']/60,1))} Minutos\"\n",
        "\n",
        "m = folium.Map(location=[Punto_A[\"latitud\"], Punto_A[\"longitud\"]],zoom_start=13, control_scale=True,tiles=\"cartodbpositron\")\n",
        "folium.GeoJson(decoded).add_child(folium.Popup(estilo(mensaje),max_width=300)).add_to(m)\n",
        "\n",
        "folium.Marker(\n",
        "    location=list(coordenadas[0][::-1]),\n",
        "    popup=estilo(Punto_A[\"nombre\"]),\n",
        "    icon=folium.Icon(color=\"green\"),\n",
        ").add_to(m)\n",
        "\n",
        "folium.Marker(\n",
        "    location=list(coordenadas[1][::-1]),\n",
        "    popup=estilo(Punto_B[\"nombre\"]),\n",
        "    icon=folium.Icon(color=\"red\"),\n",
        ").add_to(m)\n",
        "\n",
        "m"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "EK9R9CXDTezN"
      },
      "source": [
        "# Talleres\n",
        "\n",
        "Ahora pondremos este conocimiento en práctica e interactuaremos con el entorno Google Colab:"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "gUuLkStNAvPv"
      },
      "source": [
        "1. Redacta una comentario, usando sintaxis Python, donde explicas cómo aprender el lenguaje Python te podria ayudar en tus tareas del día a día."
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "XE05OEx9AtMS"
      },
      "outputs": [],
      "source": []
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "q0ja5FvfA5b4"
      },
      "source": [
        "2. Imagina que Python es una calculadora y necesitas obtener el resultado de la operación 2+3*4-4/2. Cuál es la respuesta?"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "r61SIHx8BGHH"
      },
      "outputs": [],
      "source": []
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "QMYAfhu-BceQ"
      },
      "source": [
        "3. Primero encuentra la latitud y longitud de tu escuela. Luego, en el código anterior que genera el mapa, cambia las coordenadas de la UTP por la de tu escuela. Qué puedes opinar sobre la ruta que se genera?"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "ktopWNB3BnOg"
      },
      "outputs": [],
      "source": []
    }
  ],
  "metadata": {
    "colab": {
      "collapsed_sections": [],
      "name": "Semana_1.1_Introduccion al Entorno de Programacion.ipynb",
      "provenance": []
    },
    "kernelspec": {
      "display_name": "Python 3.10.5 64-bit",
      "language": "python",
      "name": "python3"
    },
    "language_info": {
      "codemirror_mode": {
        "name": "ipython",
        "version": 3
      },
      "file_extension": ".py",
      "mimetype": "text/x-python",
      "name": "python",
      "nbconvert_exporter": "python",
      "pygments_lexer": "ipython3",
      "version": "3.10.5"
    },
    "vscode": {
      "interpreter": {
        "hash": "26de051ba29f2982a8de78e945f0abaf191376122a1563185a90213a26c5da77"
      }
    }
  },
  "nbformat": 4,
  "nbformat_minor": 0
}