ofds_data_visualisation_notebook.ipynb

{
  "cells": [
    {
      "cell_type": "markdown",
      "source": [
        "# OFDS Data Visualisation Notebook"
      ],
      "metadata": {
        "id": "CN1gi_ASdld2"
      }
    },
    {
      "cell_type": "markdown",
      "source": [
        "This notebook loads OFDS data and visualises it on a map.\n",
        "\n",
        "Your data files must each be a JSON-formatted [OFDS network package](https://open-fibre-data-standard.readthedocs.io/en/latest/reference/publication_formats/json.html#small-files-and-api-responses-option). You can use the [OFDS Convert, Validate, Explore tool](https://ofds.cove.opendataservices.coop/) to convert your data between different publication formats."
      ],
      "metadata": {
        "id": "MSr0h8lrnbZZ"
      }
    },
    {
      "cell_type": "markdown",
      "source": [
        "## Setup"
      ],
      "metadata": {
        "id": "MYqtJ7ardpIL"
      }
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "OrU7oC9nPztT"
      },
      "source": [
        "Install requirements."
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "cellView": "form",
        "id": "So8ZMPRXPztV"
      },
      "outputs": [],
      "source": [
        "#@title\n",
        "%pip install ipyleaflet ipywidgets seaborn > pip-log.txt\n",
        "\n",
        "!rm -rf data\n",
        "!mkdir data"
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "## Load data"
      ],
      "metadata": {
        "id": "9RlR6m__eFUs"
      }
    },
    {
      "cell_type": "markdown",
      "source": [
        "If you are using Google Colaboratory to execute this notebook, you can use the cells in this section to load your data files. Otherwise, you must place the files in the `/data` directory."
      ],
      "metadata": {
        "id": "OdaK9hMmma-8"
      }
    },
    {
      "cell_type": "markdown",
      "source": [
        "### From your local file system"
      ],
      "metadata": {
        "id": "IQGodM0ueJB2"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "#@title\n",
        "from google.colab import files\n",
        "\n",
        "uploaded = files.upload()\n",
        "\n",
        "for filename in uploaded.keys():\n",
        "  !mv {filename} data/{filename}"
      ],
      "metadata": {
        "cellView": "form",
        "id": "tligPlhJeG0S"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "source": [
        "### From a Google Drive folder"
      ],
      "metadata": {
        "id": "_qqY9sfHeHYa"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "#@title\n",
        "from pydrive.auth import GoogleAuth\n",
        "from pydrive.drive import GoogleDrive\n",
        "from google.colab import auth\n",
        "from oauth2client.client import GoogleCredentials\n",
        "\n",
        "folder_id = input('Enter the ID of the Google Drive folder containing your data ')\n",
        "\n",
        "auth.authenticate_user()\n",
        "gauth = GoogleAuth()\n",
        "gauth.credentials = GoogleCredentials.get_application_default()\n",
        "drive = GoogleDrive(gauth)\n",
        "\n",
        "file_list = drive.ListFile({\n",
        "    'q': f\"'{folder_id}' in parents and trashed=false\",\n",
        "    'includeItemsFromAllDrives': True,\n",
        "    'supportsAllDrives': True,\n",
        "  }).GetList()\n",
        "\n",
        "for drive_file in file_list:\n",
        "  drive_file.GetContentFile(f'data/{drive_file[\"title\"]}')\n"
      ],
      "metadata": {
        "cellView": "form",
        "id": "b0qqQ69ngOhd"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "source": [
        "## Render map"
      ],
      "metadata": {
        "id": "MHrfM7Xxdr04"
      }
    },
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        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Map(center=[7.9465, 1.0232], controls=(ZoomControl(options=['position', 'zoom_in_text', 'zoom_in_title', 'zoom…"
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      "source": [
        "#@title\n",
        "import json\n",
        "import os\n",
        "import seaborn as sns\n",
        "\n",
        "from ipyleaflet import (\n",
        "  CircleMarker,\n",
        "  LayerGroup,\n",
        "  LayersControl,\n",
        "  Map,\n",
        "  Polyline\n",
        ")\n",
        "\n",
        "from ipywidgets import (\n",
        "    HTML,\n",
        "    Layout\n",
        ")\n",
        "\n",
        "# Load data\n",
        "networks = []\n",
        "\n",
        "data_directory = 'data'\n",
        "\n",
        "for filename in os.listdir(data_directory):\n",
        "  path = os.path.join(data_directory, filename)\n",
        "\n",
        "  if os.path.isfile(path):\n",
        "    with open(path, 'r') as f:\n",
        "        data = json.load(f)\n",
        "\n",
        "    if 'networks' in data:\n",
        "      for network in data['networks']:\n",
        "        networks.append(network)\n",
        "    else:\n",
        "      print(f\"{path} is not an OFDS network package (missing 'networks' key)\")\n",
        "\n",
        "# Generate a palette with a different colour for each network\n",
        "palette = sns.color_palette(None, len(networks)).as_hex()\n",
        "\n",
        "# Generate the map\n",
        "m = Map(\n",
        "    center = (7.9465, 1.0232),\n",
        "    zoom = 7,\n",
        "    layout = Layout(width='80%', height='600px')\n",
        "    )\n",
        "\n",
        "# Add each network to the map\n",
        "layer_groups = []\n",
        "\n",
        "for network in networks:\n",
        "    \n",
        "    group = LayerGroup(\n",
        "        name = network['name']\n",
        "    )\n",
        "\n",
        "    color = palette[networks.index(network)]\n",
        "\n",
        "    for span in network.get('spans', []):\n",
        "        \n",
        "        popup = HTML(\n",
        "            value = f\"\"\"\n",
        "              Name: {span.get('name', '')}</br>\n",
        "              Phase: {span['phase'].get('name') if 'phase' in span else ''}</br>\n",
        "              Status: {span.get('status', '')}</br>\n",
        "              Ready for service date: {span.get('readyForServiceDate', '')}</br>\n",
        "              Physical infrastructure provider: {span['physicalInfrastructureProvider'].get('name', '') if 'physicalInfrastructureProvider' in span else ''}</br>\n",
        "              Network providers: {', '.join([organisationReference['name'] if 'name' in organisationReference else '' for organisationReference in span['networkProviders']]) if 'networkProviders' in span else ''}</br>\n",
        "              Supplier: {span['physicalInfrastructureProvider'].get('name', '') if 'physicalInfrastructureProvider' in span else ''}</br>\n",
        "              Transmission medium: {', '.join(span.get('transmissionMedium', []) if 'transmissionMedium' in span else '')}</br>\n",
        "              Deployment: {', '.join(span.get('deployment', []) if 'deployment' in span else '')}</br>\n",
        "              Dark fibre availability: {span.get('darkFibre', '')}</br>\n",
        "              Fibre type: {span.get('fibreType', '')}</br>\n",
        "              Fibre count: {span.get('fibreCount', '')}</br>\n",
        "              Fibre length: {span.get('fibreLength', '')}</br>\n",
        "              Technologies: {', '.join(span.get('technologies', []) if 'technologies' in span else '')}</br>\n",
        "              Capacity: {span.get('capacity', '')}Gbps\n",
        "\n",
        "            \"\"\"\n",
        "        )\n",
        "\n",
        "        line = Polyline(\n",
        "            locations = [[position[1],position[0]] for position in span['route']['coordinates']],\n",
        "            color = color,\n",
        "            fill = False\n",
        "        )\n",
        "\n",
        "        line.popup = popup\n",
        "\n",
        "        group.add_layer(line)\n",
        "    \n",
        "    for node in network.get('nodes', []):\n",
        "        \n",
        "        popup = HTML(\n",
        "            value = f\"\"\"\n",
        "              Name: {node.get('name', '')}</br>\n",
        "              Phase: {node['phase'].get('name') if 'phase' in node else ''}</br>\n",
        "              Status: {node.get('status', '')}</br>\n",
        "              Type: {', '.join(node.get('type', [])) if 'type' in node else ''}</br>\n",
        "              Access point: {node.get('accessPoint', '')}</br>\n",
        "              Power availability: {node.get('power', '')}</br>\n",
        "              Technologies: {', '.join(node.get('technologies', []) if 'technologies' in node else '')}</br>\n",
        "              Physical infrastructure provider: {node['physicalInfrastructureProvider'].get('name', '') if 'physicalInfrastructureProvider' in node else ''}</br>\n",
        "              Network providers: {', '.join([organisationReference['name'] if 'name' in organisationReference else '' for organisationReference in node['networkProviders']]) if 'networkProviders' in node else ''}\n",
        "            \"\"\"\n",
        "        )\n",
        "\n",
        "        marker = CircleMarker(\n",
        "            location = (node['location']['coordinates'][1], node['location']['coordinates'][0]),\n",
        "            radius = 2,\n",
        "            color = color,\n",
        "            fill_color = color\n",
        "        )\n",
        "\n",
        "        marker.popup = popup\n",
        "\n",
        "        group.add_layer(marker)\n",
        "    \n",
        "    layer_groups.append(group)\n",
        "\n",
        "for group in layer_groups:\n",
        "    m.add_layer(group)\n",
        "\n",
        "m.add_control(LayersControl(position='topright'))\n",
        "\n",
        "m"
      ]
    }
  ],
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