Milestone 4 - Feature Importance.ipynb

{"nbformat":4,"nbformat_minor":0,"metadata":{"colab":{"provenance":[]},"kernelspec":{"name":"python3","display_name":"Python 3"},"language_info":{"name":"python"}},"cells":[{"cell_type":"markdown","source":["# Feature Importance"],"metadata":{"id":"J0K5lPQhIgAP"}},{"cell_type":"markdown","source":["## Basic Analysis\n","\n","The features we used to predict the end station region are the following:\n","* ride type (classic vs electric bike)\n","* rider type (member vs casual rider)\n","* start region\n","* ride start hour of the day\n","* ride start day of the month\n","* ride start month of the year\n","* ride start day of the week\n","* weather of the day\n","\n","Of this list, we know that start region had the biggest impact on the model's predictions. We know this partly because of the strong direct correlation we observed between start and end regions during our Data Exploration stage:\n","\n","![image.png](data:image/png;base64,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)\n","\n","Compared to the start region, we observed little to no discernable relationships between the other features and the end region."],"metadata":{"id":"dfdrZizDIjYW"}},{"cell_type":"markdown","source":["## Shapely Values\n","\n","We use the SHAP Python library to generate Shapely values for our input features to quantitatively examine feature importance."],"metadata":{"id":"KTTny_6bJ703"}},{"cell_type":"markdown","source":["### Load data and train model\n","\n","This is the same model in our Milestone 3 notebook - please refer to that for explanations."],"metadata":{"id":"WldO5yNRWX4E"}},{"cell_type":"code","source":["from google.colab import drive\n","drive.mount('/content/drive')"],"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"S5RCahnBJXBG","executionInfo":{"status":"ok","timestamp":1733092333114,"user_tz":360,"elapsed":24129,"user":{"displayName":"Liza George","userId":"13727161048593005053"}},"outputId":"4dac55b4-2bce-465a-f651-92680ff067f3"},"execution_count":null,"outputs":[{"output_type":"stream","name":"stdout","text":["Mounted at /content/drive\n"]}]},{"cell_type":"code","source":["!pip install torch_geometric"],"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"cPnSG3BcWp-0","executionInfo":{"status":"ok","timestamp":1733092357529,"user_tz":360,"elapsed":4584,"user":{"displayName":"Liza George","userId":"13727161048593005053"}},"outputId":"18222777-9099-4461-e629-84f3a6be2fec"},"execution_count":null,"outputs":[{"output_type":"stream","name":"stdout","text":["Collecting torch_geometric\n","  Downloading torch_geometric-2.6.1-py3-none-any.whl.metadata (63 kB)\n","\u001b[?25l     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m0.0/63.1 kB\u001b[0m \u001b[31m?\u001b[0m eta \u001b[36m-:--:--\u001b[0m\r\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m63.1/63.1 kB\u001b[0m \u001b[31m2.7 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n","\u001b[?25hRequirement already satisfied: aiohttp in /usr/local/lib/python3.10/dist-packages (from torch_geometric) (3.11.2)\n","Requirement already satisfied: fsspec in /usr/local/lib/python3.10/dist-packages (from torch_geometric) (2024.10.0)\n","Requirement already satisfied: jinja2 in /usr/local/lib/python3.10/dist-packages (from torch_geometric) (3.1.4)\n","Requirement already satisfied: numpy in /usr/local/lib/python3.10/dist-packages (from torch_geometric) (1.26.4)\n","Requirement already satisfied: psutil>=5.8.0 in /usr/local/lib/python3.10/dist-packages (from torch_geometric) (5.9.5)\n","Requirement already satisfied: pyparsing in /usr/local/lib/python3.10/dist-packages (from torch_geometric) (3.2.0)\n","Requirement already satisfied: requests in /usr/local/lib/python3.10/dist-packages (from torch_geometric) (2.32.3)\n","Requirement already satisfied: tqdm in /usr/local/lib/python3.10/dist-packages (from torch_geometric) (4.66.6)\n","Requirement already satisfied: aiohappyeyeballs>=2.3.0 in /usr/local/lib/python3.10/dist-packages (from aiohttp->torch_geometric) (2.4.3)\n","Requirement already satisfied: aiosignal>=1.1.2 in /usr/local/lib/python3.10/dist-packages (from aiohttp->torch_geometric) (1.3.1)\n","Requirement already satisfied: attrs>=17.3.0 in /usr/local/lib/python3.10/dist-packages (from aiohttp->torch_geometric) (24.2.0)\n","Requirement already satisfied: frozenlist>=1.1.1 in /usr/local/lib/python3.10/dist-packages (from aiohttp->torch_geometric) (1.5.0)\n","Requirement already satisfied: multidict<7.0,>=4.5 in /usr/local/lib/python3.10/dist-packages (from aiohttp->torch_geometric) (6.1.0)\n","Requirement already satisfied: propcache>=0.2.0 in /usr/local/lib/python3.10/dist-packages (from aiohttp->torch_geometric) (0.2.0)\n","Requirement already satisfied: yarl<2.0,>=1.17.0 in /usr/local/lib/python3.10/dist-packages (from aiohttp->torch_geometric) (1.17.2)\n","Requirement already satisfied: async-timeout<6.0,>=4.0 in /usr/local/lib/python3.10/dist-packages (from aiohttp->torch_geometric) (4.0.3)\n","Requirement already satisfied: MarkupSafe>=2.0 in /usr/local/lib/python3.10/dist-packages (from jinja2->torch_geometric) (3.0.2)\n","Requirement already satisfied: charset-normalizer<4,>=2 in /usr/local/lib/python3.10/dist-packages (from requests->torch_geometric) (3.4.0)\n","Requirement already satisfied: idna<4,>=2.5 in /usr/local/lib/python3.10/dist-packages (from requests->torch_geometric) (3.10)\n","Requirement already satisfied: urllib3<3,>=1.21.1 in /usr/local/lib/python3.10/dist-packages (from requests->torch_geometric) (2.2.3)\n","Requirement already satisfied: certifi>=2017.4.17 in /usr/local/lib/python3.10/dist-packages (from requests->torch_geometric) (2024.8.30)\n","Requirement already satisfied: typing-extensions>=4.1.0 in /usr/local/lib/python3.10/dist-packages (from multidict<7.0,>=4.5->aiohttp->torch_geometric) (4.12.2)\n","Downloading torch_geometric-2.6.1-py3-none-any.whl (1.1 MB)\n","\u001b[?25l   \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m0.0/1.1 MB\u001b[0m \u001b[31m?\u001b[0m eta \u001b[36m-:--:--\u001b[0m\r\u001b[2K   \u001b[91m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[91m╸\u001b[0m \u001b[32m1.1/1.1 MB\u001b[0m \u001b[31m38.9 MB/s\u001b[0m eta \u001b[36m0:00:01\u001b[0m\r\u001b[2K   \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m1.1/1.1 MB\u001b[0m \u001b[31m24.6 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n","\u001b[?25hInstalling collected packages: torch_geometric\n","Successfully installed torch_geometric-2.6.1\n"]}]},{"cell_type":"code","source":["import pandas as pd\n","\n","import torch\n","import torch.nn as nn\n","import torch.optim as optim\n","import torch.nn.functional as F\n","\n","import pickle\n","import math\n","\n","from torch_geometric.data import Data\n","from torch_geometric.loader import DataLoader\n","from torch_geometric.nn import GCNConv, GATConv\n","from torch_geometric.nn import global_mean_pool\n","\n","from sklearn.preprocessing import OneHotEncoder\n","from sklearn.preprocessing import LabelEncoder\n","from sklearn.preprocessing import StandardScaler\n","from sklearn.model_selection import train_test_split\n","\n","DEVICE = torch.device('cuda' if torch.cuda.is_available() else 'cpu')\n","if __name__=='__main__':\n","    print('Using device:', DEVICE)"],"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"yr0SR4l6WdtF","executionInfo":{"status":"ok","timestamp":1733092375019,"user_tz":360,"elapsed":17492,"user":{"displayName":"Liza George","userId":"13727161048593005053"}},"outputId":"5fb0bd82-64fe-49be-9805-629cf705c2c0"},"execution_count":null,"outputs":[{"output_type":"stream","name":"stdout","text":["Using device: cpu\n"]}]},{"cell_type":"code","source":["# NOTE FOR GRADERS - please add the folder linked below to your drive and alter this string to match the location of the \"pickled_data\" folder:\n","# https://drive.google.com/drive/folders/1upZ3Oh242b83WTBUQB4HS64M0BlY2PHE?usp=drive_link\n","shared_folder_path = f'/content/drive/MyDrive/CS547/CS547 Project Group 11/pickled_data'\n","save_path = f'{shared_folder_path}/debugging_dataset_2023.pkl'"],"metadata":{"id":"a-01VQsCWjDV"},"execution_count":null,"outputs":[]},{"cell_type":"code","source":["df = pd.read_pickle(save_path)\n","df = df.sample(frac=0.5).reset_index(drop=True)\n","print(df.shape)"],"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"zfGprzRsWlvh","executionInfo":{"status":"ok","timestamp":1733092388101,"user_tz":360,"elapsed":13084,"user":{"displayName":"Liza George","userId":"13727161048593005053"}},"outputId":"dff1713e-d0d6-4321-f371-4193c931f74e"},"execution_count":null,"outputs":[{"output_type":"stream","name":"stdout","text":["(877677, 15)\n"]}]},{"cell_type":"code","source":["# Process Weather Data\n","weather_df = pd.read_csv(f'{shared_folder_path}/weather_data.csv')\n","weather_df['DATE'] = pd.to_datetime(weather_df['DATE'])\n","\n","weather_df['start_day'] = weather_df['DATE'].dt.day\n","weather_df['start_month'] = weather_df['DATE'].dt.month\n","weather_df.drop(columns=['STATION', 'NAME', 'DATE'], inplace=True)\n","weather_df.head()"],"metadata":{"colab":{"base_uri":"https://localhost:8080/","height":206},"id":"6kDJgtRXWt6m","executionInfo":{"status":"ok","timestamp":1733092388558,"user_tz":360,"elapsed":459,"user":{"displayName":"Liza George","userId":"13727161048593005053"}},"outputId":"cd292c81-862d-4357-b1c9-358c99528282"},"execution_count":null,"outputs":[{"output_type":"execute_result","data":{"text/plain":["   PRCP  SNOW  SNWD  WESD  WESF  start_day  start_month\n","0  0.40   0.0   0.0   0.0   0.0          1            1\n","1  0.00   0.0   0.0   0.0   0.0          2            1\n","2  0.02   0.0   0.0   0.0   0.0          3            1\n","3  0.37   0.0   0.0   0.0   0.0          4            1\n","4  0.09   0.0   0.0   0.0   0.0          5            1"],"text/html":["\n","  <div id=\"df-1484ff34-8ddb-46a2-8dfb-2b081b91a79d\" class=\"colab-df-container\">\n","    <div>\n","<style scoped>\n","    .dataframe tbody tr th:only-of-type {\n","        vertical-align: middle;\n","    }\n","\n","    .dataframe tbody tr th {\n","        vertical-align: top;\n","    }\n","\n","    .dataframe thead th {\n","        text-align: right;\n","    }\n","</style>\n","<table border=\"1\" class=\"dataframe\">\n","  <thead>\n","    <tr style=\"text-align: right;\">\n","      <th></th>\n","      <th>PRCP</th>\n","      <th>SNOW</th>\n","      <th>SNWD</th>\n","      <th>WESD</th>\n","      <th>WESF</th>\n","      <th>start_day</th>\n","      <th>start_month</th>\n","    </tr>\n","  </thead>\n","  <tbody>\n","    <tr>\n","      <th>0</th>\n","      <td>0.40</td>\n","      <td>0.0</td>\n","      <td>0.0</td>\n","      <td>0.0</td>\n","      <td>0.0</td>\n","      <td>1</td>\n","      <td>1</td>\n","    </tr>\n","    <tr>\n","      <th>1</th>\n","      <td>0.00</td>\n","      <td>0.0</td>\n","      <td>0.0</td>\n","      <td>0.0</td>\n","      <td>0.0</td>\n","      <td>2</td>\n","      <td>1</td>\n","    </tr>\n","    <tr>\n","      <th>2</th>\n","      <td>0.02</td>\n","      <td>0.0</td>\n","      <td>0.0</td>\n","      <td>0.0</td>\n","      <td>0.0</td>\n","      <td>3</td>\n","      <td>1</td>\n","    </tr>\n","    <tr>\n","      <th>3</th>\n","      <td>0.37</td>\n","      <td>0.0</td>\n","      <td>0.0</td>\n","      <td>0.0</td>\n","      <td>0.0</td>\n","      <td>4</td>\n","      <td>1</td>\n","    </tr>\n","    <tr>\n","      <th>4</th>\n","      <td>0.09</td>\n","      <td>0.0</td>\n","      <td>0.0</td>\n","      <td>0.0</td>\n","      <td>0.0</td>\n","      <td>5</td>\n","      <td>1</td>\n","    </tr>\n","  </tbody>\n","</table>\n","</div>\n","    <div class=\"colab-df-buttons\">\n","\n","  <div class=\"colab-df-container\">\n","    <button class=\"colab-df-convert\" onclick=\"convertToInteractive('df-1484ff34-8ddb-46a2-8dfb-2b081b91a79d')\"\n","            title=\"Convert this dataframe to an interactive table.\"\n","            style=\"display:none;\">\n","\n","  <svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\" viewBox=\"0 -960 960 960\">\n","    <path d=\"M120-120v-720h720v720H120Zm60-500h600v-160H180v160Zm220 220h160v-160H400v160Zm0 220h160v-160H400v160ZM180-400h160v-160H180v160Zm440 0h160v-160H620v160ZM180-180h160v-160H180v160Zm440 0h160v-160H620v160Z\"/>\n","  </svg>\n","    </button>\n","\n","  <style>\n","    .colab-df-container {\n","      display:flex;\n","      gap: 12px;\n","    }\n","\n","    .colab-df-convert {\n","      background-color: #E8F0FE;\n","      border: none;\n","      border-radius: 50%;\n","      cursor: pointer;\n","      display: none;\n","      fill: #1967D2;\n","      height: 32px;\n","      padding: 0 0 0 0;\n","      width: 32px;\n","    }\n","\n","    .colab-df-convert:hover {\n","      background-color: #E2EBFA;\n","      box-shadow: 0px 1px 2px rgba(60, 64, 67, 0.3), 0px 1px 3px 1px rgba(60, 64, 67, 0.15);\n","      fill: #174EA6;\n","    }\n","\n","    .colab-df-buttons div {\n","      margin-bottom: 4px;\n","    }\n","\n","    [theme=dark] .colab-df-convert {\n","      background-color: #3B4455;\n","      fill: #D2E3FC;\n","    }\n","\n","    [theme=dark] .colab-df-convert:hover {\n","      background-color: #434B5C;\n","      box-shadow: 0px 1px 3px 1px rgba(0, 0, 0, 0.15);\n","      filter: drop-shadow(0px 1px 2px rgba(0, 0, 0, 0.3));\n","      fill: #FFFFFF;\n","    }\n","  </style>\n","\n","    <script>\n","      const buttonEl =\n","        document.querySelector('#df-1484ff34-8ddb-46a2-8dfb-2b081b91a79d button.colab-df-convert');\n","      buttonEl.style.display =\n","        google.colab.kernel.accessAllowed ? 'block' : 'none';\n","\n","      async function convertToInteractive(key) {\n","        const element = document.querySelector('#df-1484ff34-8ddb-46a2-8dfb-2b081b91a79d');\n","        const dataTable =\n","          await google.colab.kernel.invokeFunction('convertToInteractive',\n","                                                    [key], {});\n","        if (!dataTable) return;\n","\n","        const docLinkHtml = 'Like what you see? Visit the ' +\n","          '<a target=\"_blank\" href=https://colab.research.google.com/notebooks/data_table.ipynb>data table notebook</a>'\n","          + ' to learn more about interactive tables.';\n","        element.innerHTML = '';\n","        dataTable['output_type'] = 'display_data';\n","        await google.colab.output.renderOutput(dataTable, element);\n","        const docLink = document.createElement('div');\n","        docLink.innerHTML = docLinkHtml;\n","        element.appendChild(docLink);\n","      }\n","    </script>\n","  </div>\n","\n","\n","<div id=\"df-556d6220-d46e-450f-9a46-051d568a7323\">\n","  <button class=\"colab-df-quickchart\" onclick=\"quickchart('df-556d6220-d46e-450f-9a46-051d568a7323')\"\n","            title=\"Suggest charts\"\n","            style=\"display:none;\">\n","\n","<svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\"viewBox=\"0 0 24 24\"\n","     width=\"24px\">\n","    <g>\n","        <path d=\"M19 3H5c-1.1 0-2 .9-2 2v14c0 1.1.9 2 2 2h14c1.1 0 2-.9 2-2V5c0-1.1-.9-2-2-2zM9 17H7v-7h2v7zm4 0h-2V7h2v10zm4 0h-2v-4h2v4z\"/>\n","    </g>\n","</svg>\n","  </button>\n","\n","<style>\n","  .colab-df-quickchart {\n","      --bg-color: #E8F0FE;\n","      --fill-color: #1967D2;\n","      --hover-bg-color: #E2EBFA;\n","      --hover-fill-color: #174EA6;\n","      --disabled-fill-color: #AAA;\n","      --disabled-bg-color: #DDD;\n","  }\n","\n","  [theme=dark] .colab-df-quickchart {\n","      --bg-color: #3B4455;\n","      --fill-color: #D2E3FC;\n","      --hover-bg-color: #434B5C;\n","      --hover-fill-color: #FFFFFF;\n","      --disabled-bg-color: #3B4455;\n","      --disabled-fill-color: #666;\n","  }\n","\n","  .colab-df-quickchart {\n","    background-color: var(--bg-color);\n","    border: none;\n","    border-radius: 50%;\n","    cursor: pointer;\n","    display: none;\n","    fill: var(--fill-color);\n","    height: 32px;\n","    padding: 0;\n","    width: 32px;\n","  }\n","\n","  .colab-df-quickchart:hover {\n","    background-color: var(--hover-bg-color);\n","    box-shadow: 0 1px 2px rgba(60, 64, 67, 0.3), 0 1px 3px 1px rgba(60, 64, 67, 0.15);\n","    fill: var(--button-hover-fill-color);\n","  }\n","\n","  .colab-df-quickchart-complete:disabled,\n","  .colab-df-quickchart-complete:disabled:hover {\n","    background-color: var(--disabled-bg-color);\n","    fill: var(--disabled-fill-color);\n","    box-shadow: none;\n","  }\n","\n","  .colab-df-spinner {\n","    border: 2px solid var(--fill-color);\n","    border-color: transparent;\n","    border-bottom-color: var(--fill-color);\n","    animation:\n","      spin 1s steps(1) infinite;\n","  }\n","\n","  @keyframes spin {\n","    0% {\n","      border-color: transparent;\n","      border-bottom-color: var(--fill-color);\n","      border-left-color: var(--fill-color);\n","    }\n","    20% {\n","      border-color: transparent;\n","      border-left-color: var(--fill-color);\n","      border-top-color: var(--fill-color);\n","    }\n","    30% {\n","      border-color: transparent;\n","      border-left-color: var(--fill-color);\n","      border-top-color: var(--fill-color);\n","      border-right-color: var(--fill-color);\n","    }\n","    40% {\n","      border-color: transparent;\n","      border-right-color: var(--fill-color);\n","      border-top-color: var(--fill-color);\n","    }\n","    60% {\n","      border-color: transparent;\n","      border-right-color: var(--fill-color);\n","    }\n","    80% {\n","      border-color: transparent;\n","      border-right-color: var(--fill-color);\n","      border-bottom-color: var(--fill-color);\n","    }\n","    90% {\n","      border-color: transparent;\n","      border-bottom-color: var(--fill-color);\n","    }\n","  }\n","</style>\n","\n","  <script>\n","    async function quickchart(key) {\n","      const quickchartButtonEl =\n","        document.querySelector('#' + key + ' button');\n","      quickchartButtonEl.disabled = true;  // To prevent multiple clicks.\n","      quickchartButtonEl.classList.add('colab-df-spinner');\n","      try {\n","        const charts = await google.colab.kernel.invokeFunction(\n","            'suggestCharts', [key], {});\n","      } catch (error) {\n","        console.error('Error during call to suggestCharts:', error);\n","      }\n","      quickchartButtonEl.classList.remove('colab-df-spinner');\n","      quickchartButtonEl.classList.add('colab-df-quickchart-complete');\n","    }\n","    (() => {\n","      let quickchartButtonEl =\n","        document.querySelector('#df-556d6220-d46e-450f-9a46-051d568a7323 button');\n","      quickchartButtonEl.style.display =\n","        google.colab.kernel.accessAllowed ? 'block' : 'none';\n","    })();\n","  </script>\n","</div>\n","\n","    </div>\n","  </div>\n"],"application/vnd.google.colaboratory.intrinsic+json":{"type":"dataframe","variable_name":"weather_df","summary":"{\n  \"name\": \"weather_df\",\n  \"rows\": 365,\n  \"fields\": [\n    {\n      \"column\": \"PRCP\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 0.45855565876702964,\n        \"min\": 0.0,\n        \"max\": 4.38,\n        \"num_unique_values\": 70,\n        \"samples\": [\n          0.19,\n          0.4,\n          0.55\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"SNOW\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 0.3374082005254977,\n        \"min\": 0.0,\n        \"max\": 5.3,\n        \"num_unique_values\": 7,\n        \"samples\": [\n          0.0,\n          0.3,\n          5.3\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"SNWD\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 0.38646994963983694,\n        \"min\": 0.0,\n        \"max\": 5.3,\n        \"num_unique_values\": 7,\n        \"samples\": [\n          0.0,\n          0.1,\n          3.5\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"WESD\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 0.0,\n        \"min\": 0.0,\n        \"max\": 0.0,\n        \"num_unique_values\": 1,\n        \"samples\": [\n          0.0\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"WESF\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 0.03851471727467218,\n        \"min\": 0.0,\n        \"max\": 0.6,\n        \"num_unique_values\": 4,\n        \"samples\": [\n          0.1\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"start_day\",\n      \"properties\": {\n        \"dtype\": \"int32\",\n        \"num_unique_values\": 31,\n        \"samples\": [\n          28\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"start_month\",\n      \"properties\": {\n        \"dtype\": \"int32\",\n        \"num_unique_values\": 12,\n        \"samples\": [\n          11\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    }\n  ]\n}"}},"metadata":{},"execution_count":7}]},{"cell_type":"code","source":["# Region coordinates derived from ChatGPT\n","\n","REGION_MAPPING = {\n","    \"Lower Manhattan\": 0,\n","    \"Midtown\": 1,\n","    \"Upper East Side\": 2,\n","    \"Upper West Side\": 3,\n","    \"East Village\": 4,\n","    \"West Village\": 5,\n","    \"Chelsea\": 6,\n","    \"Harlem\": 7,\n","    \"Downtown Brooklyn\": 8,\n","    \"North Brooklyn\": 9\n","}\n","REGION_LOCS = {\n","    0: (40.7128, -74.0060),\n","    1: (40.7549, -73.9840),\n","    2: (40.7736, -73.9566),\n","    3: (40.7870, -73.9754),\n","    4: (40.7264, -73.9818),\n","    5: (40.7347, -74.0049),\n","    6: (40.7430, -74.0018),\n","    7: (40.8116, -73.9465),\n","    8: (40.6958, -73.9936),\n","    9: (40.7081, -73.9571)\n","}"],"metadata":{"id":"nNXMsYli3hI5"},"execution_count":null,"outputs":[]},{"cell_type":"code","source":["import numpy as np\n","\n","# Convert REGION_LOCS to a NumPy array for efficient computation\n","region_ids = np.array(list(REGION_LOCS.keys()))\n","region_coords = np.array(list(REGION_LOCS.values()))\n","\n","def vectorized_haversine(lat, lon, region_coords):\n","    \"\"\"Vectorized calculation of haversine distance between points and regions.\"\"\"\n","    R = 6371  # Earth's radius in km\n","\n","    # Convert degrees to radians\n","    lat1, lon1 = np.radians(lat), np.radians(lon)\n","    region_lat, region_lon = np.radians(region_coords[:, 0]), np.radians(region_coords[:, 1])\n","\n","    # Calculate haversine formula\n","    dlat = region_lat[:, None] - lat1\n","    dlon = region_lon[:, None] - lon1\n","    a = np.sin(dlat / 2)**2 + np.cos(region_lat[:, None]) * np.cos(lat1) * np.sin(dlon / 2)**2\n","    c = 2 * np.arcsin(np.sqrt(a))\n","    return R * c  # Distance in kilometers\n","\n","# Vectorized function to find nearest region\n","def find_nearest_regions(latitudes, longitudes, region_coords, region_ids):\n","    distances = vectorized_haversine(latitudes, longitudes, region_coords)\n","    nearest_indices = np.argmin(distances, axis=0)\n","    return region_ids[nearest_indices]\n","\n","# Apply the vectorized function to the DataFrame\n","df['start_region'] = find_nearest_regions(df['start_lat'].values, df['start_lng'].values, region_coords, region_ids)\n","df['end_region'] = find_nearest_regions(df['end_lat'].values, df['end_lng'].values, region_coords, region_ids)"],"metadata":{"id":"sW56kCUYxAkP"},"execution_count":null,"outputs":[]},{"cell_type":"code","source":["# Encode 'rideable_type' and store the mapping\n","df['rideable_type'], rideable_type_mapping = pd.factorize(df['rideable_type'])\n","rideable_type_mapping = dict(enumerate(rideable_type_mapping))"],"metadata":{"id":"bGeSc8-6utUx"},"execution_count":null,"outputs":[]},{"cell_type":"code","source":["# Encode 'member_casual' and store the mapping\n","df['member_casual'], member_casual_mapping = pd.factorize(df['member_casual'])\n","member_casual_mapping = dict(enumerate(member_casual_mapping))"],"metadata":{"id":"_o-1sGl-bR-s"},"execution_count":null,"outputs":[]},{"cell_type":"code","source":["# Encoding 'started_at' time into different types\n","df['start_hour'] = df['started_at'].dt.hour\n","df['start_day'] = df['started_at'].dt.day\n","df['start_month'] = df['started_at'].dt.month\n","df['start_weekday'] = df['started_at'].dt.weekday"],"metadata":{"id":"fQ4C8zi3uvxk"},"execution_count":null,"outputs":[]},{"cell_type":"code","source":["# Add weather data\n","df = df.merge(weather_df, left_on=['start_day', 'start_month'], right_on=['start_day', 'start_month'], how='left')"],"metadata":{"id":"gjNBTE8jyzcG"},"execution_count":null,"outputs":[]},{"cell_type":"code","source":["# Haversine distance calculation derived from ChatGPT\n","\n","def haversine_distance(lat1: float, lon1: float, lat2: float, lon2: float) -> float:\n","    \"\"\"Calculate the great circle distance between two points on the earth.\"\"\"\n","    R = 6371  # Radius of the Earth in kilometers\n","\n","    lat1, lon1, lat2, lon2 = map(math.radians, [lat1, lon1, lat2, lon2])\n","    dlat = lat2 - lat1\n","    dlon = lon2 - lon1\n","\n","    a = math.sin(dlat/2)**2 + math.cos(lat1) * math.cos(lat2) * math.sin(dlon/2)**2\n","    c = 2 * math.asin(math.sqrt(a))\n","    return R * c"],"metadata":{"id":"G4nv9VCYsB9n"},"execution_count":null,"outputs":[]},{"cell_type":"code","source":["# Create Edges for GNN graph\n","edges = []\n","for region_name, (region_lat, region_lon) in REGION_LOCS.items():\n","    for other_region_name, (other_region_lat, other_region_lon) in REGION_LOCS.items():\n","        distance = haversine_distance(region_lat, region_lon, other_region_lat, other_region_lon)\n","        edges.append((region_name, other_region_name, distance))"],"metadata":{"id":"W8rw9iibtJ1k"},"execution_count":null,"outputs":[]},{"cell_type":"code","source":["edges_df = pd.DataFrame(edges, columns=['Region 1', 'Region 2', 'Distance'])\n","edges_df.head()"],"metadata":{"colab":{"base_uri":"https://localhost:8080/","height":206},"id":"c6DH9Cwvtmv7","executionInfo":{"status":"ok","timestamp":1733092446035,"user_tz":360,"elapsed":207,"user":{"displayName":"Liza George","userId":"13727161048593005053"}},"outputId":"2934cc2d-f9ce-485e-b235-2cf1d9cf6975"},"execution_count":null,"outputs":[{"output_type":"execute_result","data":{"text/plain":["   Region 1  Region 2  Distance\n","0         0         0  0.000000\n","1         0         1  5.034951\n","2         0         2  7.938928\n","3         0         3  8.643947\n","4         0         4  2.538970"],"text/html":["\n","  <div id=\"df-fbc8df40-24b9-43e3-af0a-7a3f3cc9f808\" class=\"colab-df-container\">\n","    <div>\n","<style scoped>\n","    .dataframe tbody tr th:only-of-type {\n","        vertical-align: middle;\n","    }\n","\n","    .dataframe tbody tr th {\n","        vertical-align: top;\n","    }\n","\n","    .dataframe thead th {\n","        text-align: right;\n","    }\n","</style>\n","<table border=\"1\" class=\"dataframe\">\n","  <thead>\n","    <tr style=\"text-align: right;\">\n","      <th></th>\n","      <th>Region 1</th>\n","      <th>Region 2</th>\n","      <th>Distance</th>\n","    </tr>\n","  </thead>\n","  <tbody>\n","    <tr>\n","      <th>0</th>\n","      <td>0</td>\n","      <td>0</td>\n","      <td>0.000000</td>\n","    </tr>\n","    <tr>\n","      <th>1</th>\n","      <td>0</td>\n","      <td>1</td>\n","      <td>5.034951</td>\n","    </tr>\n","    <tr>\n","      <th>2</th>\n","      <td>0</td>\n","      <td>2</td>\n","      <td>7.938928</td>\n","    </tr>\n","    <tr>\n","      <th>3</th>\n","      <td>0</td>\n","      <td>3</td>\n","      <td>8.643947</td>\n","    </tr>\n","    <tr>\n","      <th>4</th>\n","      <td>0</td>\n","      <td>4</td>\n","      <td>2.538970</td>\n","    </tr>\n","  </tbody>\n","</table>\n","</div>\n","    <div class=\"colab-df-buttons\">\n","\n","  <div class=\"colab-df-container\">\n","    <button class=\"colab-df-convert\" onclick=\"convertToInteractive('df-fbc8df40-24b9-43e3-af0a-7a3f3cc9f808')\"\n","            title=\"Convert this dataframe to an interactive table.\"\n","            style=\"display:none;\">\n","\n","  <svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\" viewBox=\"0 -960 960 960\">\n","    <path d=\"M120-120v-720h720v720H120Zm60-500h600v-160H180v160Zm220 220h160v-160H400v160Zm0 220h160v-160H400v160ZM180-400h160v-160H180v160Zm440 0h160v-160H620v160ZM180-180h160v-160H180v160Zm440 0h160v-160H620v160Z\"/>\n","  </svg>\n","    </button>\n","\n","  <style>\n","    .colab-df-container {\n","      display:flex;\n","      gap: 12px;\n","    }\n","\n","    .colab-df-convert {\n","      background-color: #E8F0FE;\n","      border: none;\n","      border-radius: 50%;\n","      cursor: pointer;\n","      display: none;\n","      fill: #1967D2;\n","      height: 32px;\n","      padding: 0 0 0 0;\n","      width: 32px;\n","    }\n","\n","    .colab-df-convert:hover {\n","      background-color: #E2EBFA;\n","      box-shadow: 0px 1px 2px rgba(60, 64, 67, 0.3), 0px 1px 3px 1px rgba(60, 64, 67, 0.15);\n","      fill: #174EA6;\n","    }\n","\n","    .colab-df-buttons div {\n","      margin-bottom: 4px;\n","    }\n","\n","    [theme=dark] .colab-df-convert {\n","      background-color: #3B4455;\n","      fill: #D2E3FC;\n","    }\n","\n","    [theme=dark] .colab-df-convert:hover {\n","      background-color: #434B5C;\n","      box-shadow: 0px 1px 3px 1px rgba(0, 0, 0, 0.15);\n","      filter: drop-shadow(0px 1px 2px rgba(0, 0, 0, 0.3));\n","      fill: #FFFFFF;\n","    }\n","  </style>\n","\n","    <script>\n","      const buttonEl =\n","        document.querySelector('#df-fbc8df40-24b9-43e3-af0a-7a3f3cc9f808 button.colab-df-convert');\n","      buttonEl.style.display =\n","        google.colab.kernel.accessAllowed ? 'block' : 'none';\n","\n","      async function convertToInteractive(key) {\n","        const element = document.querySelector('#df-fbc8df40-24b9-43e3-af0a-7a3f3cc9f808');\n","        const dataTable =\n","          await google.colab.kernel.invokeFunction('convertToInteractive',\n","                                                    [key], {});\n","        if (!dataTable) return;\n","\n","        const docLinkHtml = 'Like what you see? Visit the ' +\n","          '<a target=\"_blank\" href=https://colab.research.google.com/notebooks/data_table.ipynb>data table notebook</a>'\n","          + ' to learn more about interactive tables.';\n","        element.innerHTML = '';\n","        dataTable['output_type'] = 'display_data';\n","        await google.colab.output.renderOutput(dataTable, element);\n","        const docLink = document.createElement('div');\n","        docLink.innerHTML = docLinkHtml;\n","        element.appendChild(docLink);\n","      }\n","    </script>\n","  </div>\n","\n","\n","<div id=\"df-ead4b41c-24a3-4041-bc27-76766d9cf2f3\">\n","  <button class=\"colab-df-quickchart\" onclick=\"quickchart('df-ead4b41c-24a3-4041-bc27-76766d9cf2f3')\"\n","            title=\"Suggest charts\"\n","            style=\"display:none;\">\n","\n","<svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\"viewBox=\"0 0 24 24\"\n","     width=\"24px\">\n","    <g>\n","        <path d=\"M19 3H5c-1.1 0-2 .9-2 2v14c0 1.1.9 2 2 2h14c1.1 0 2-.9 2-2V5c0-1.1-.9-2-2-2zM9 17H7v-7h2v7zm4 0h-2V7h2v10zm4 0h-2v-4h2v4z\"/>\n","    </g>\n","</svg>\n","  </button>\n","\n","<style>\n","  .colab-df-quickchart {\n","      --bg-color: #E8F0FE;\n","      --fill-color: #1967D2;\n","      --hover-bg-color: #E2EBFA;\n","      --hover-fill-color: #174EA6;\n","      --disabled-fill-color: #AAA;\n","      --disabled-bg-color: #DDD;\n","  }\n","\n","  [theme=dark] .colab-df-quickchart {\n","      --bg-color: #3B4455;\n","      --fill-color: #D2E3FC;\n","      --hover-bg-color: #434B5C;\n","      --hover-fill-color: #FFFFFF;\n","      --disabled-bg-color: #3B4455;\n","      --disabled-fill-color: #666;\n","  }\n","\n","  .colab-df-quickchart {\n","    background-color: var(--bg-color);\n","    border: none;\n","    border-radius: 50%;\n","    cursor: pointer;\n","    display: none;\n","    fill: var(--fill-color);\n","    height: 32px;\n","    padding: 0;\n","    width: 32px;\n","  }\n","\n","  .colab-df-quickchart:hover {\n","    background-color: var(--hover-bg-color);\n","    box-shadow: 0 1px 2px rgba(60, 64, 67, 0.3), 0 1px 3px 1px rgba(60, 64, 67, 0.15);\n","    fill: var(--button-hover-fill-color);\n","  }\n","\n","  .colab-df-quickchart-complete:disabled,\n","  .colab-df-quickchart-complete:disabled:hover {\n","    background-color: var(--disabled-bg-color);\n","    fill: var(--disabled-fill-color);\n","    box-shadow: none;\n","  }\n","\n","  .colab-df-spinner {\n","    border: 2px solid var(--fill-color);\n","    border-color: transparent;\n","    border-bottom-color: var(--fill-color);\n","    animation:\n","      spin 1s steps(1) infinite;\n","  }\n","\n","  @keyframes spin {\n","    0% {\n","      border-color: transparent;\n","      border-bottom-color: var(--fill-color);\n","      border-left-color: var(--fill-color);\n","    }\n","    20% {\n","      border-color: transparent;\n","      border-left-color: var(--fill-color);\n","      border-top-color: var(--fill-color);\n","    }\n","    30% {\n","      border-color: transparent;\n","      border-left-color: var(--fill-color);\n","      border-top-color: var(--fill-color);\n","      border-right-color: var(--fill-color);\n","    }\n","    40% {\n","      border-color: transparent;\n","      border-right-color: var(--fill-color);\n","      border-top-color: var(--fill-color);\n","    }\n","    60% {\n","      border-color: transparent;\n","      border-right-color: var(--fill-color);\n","    }\n","    80% {\n","      border-color: transparent;\n","      border-right-color: var(--fill-color);\n","      border-bottom-color: var(--fill-color);\n","    }\n","    90% {\n","      border-color: transparent;\n","      border-bottom-color: var(--fill-color);\n","    }\n","  }\n","</style>\n","\n","  <script>\n","    async function quickchart(key) {\n","      const quickchartButtonEl =\n","        document.querySelector('#' + key + ' button');\n","      quickchartButtonEl.disabled = true;  // To prevent multiple clicks.\n","      quickchartButtonEl.classList.add('colab-df-spinner');\n","      try {\n","        const charts = await google.colab.kernel.invokeFunction(\n","            'suggestCharts', [key], {});\n","      } catch (error) {\n","        console.error('Error during call to suggestCharts:', error);\n","      }\n","      quickchartButtonEl.classList.remove('colab-df-spinner');\n","      quickchartButtonEl.classList.add('colab-df-quickchart-complete');\n","    }\n","    (() => {\n","      let quickchartButtonEl =\n","        document.querySelector('#df-ead4b41c-24a3-4041-bc27-76766d9cf2f3 button');\n","      quickchartButtonEl.style.display =\n","        google.colab.kernel.accessAllowed ? 'block' : 'none';\n","    })();\n","  </script>\n","</div>\n","\n","    </div>\n","  </div>\n"],"application/vnd.google.colaboratory.intrinsic+json":{"type":"dataframe","variable_name":"edges_df","summary":"{\n  \"name\": \"edges_df\",\n  \"rows\": 100,\n  \"fields\": [\n    {\n      \"column\": \"Region 1\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 2,\n        \"min\": 0,\n        \"max\": 9,\n        \"num_unique_values\": 10,\n        \"samples\": [\n          8,\n          1,\n          5\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"Region 2\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 2,\n        \"min\": 0,\n        \"max\": 9,\n        \"num_unique_values\": 10,\n        \"samples\": [\n          8,\n          1,\n          5\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"Distance\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 3.3372587528817186,\n        \"min\": 0.0,\n        \"max\": 13.473711301783453,\n        \"num_unique_values\": 46,\n        \"samples\": [\n          4.997551069111904,\n          6.759940433386638,\n          6.324017737363252\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    }\n  ]\n}"}},"metadata":{},"execution_count":16}]},{"cell_type":"code","source":["df.drop(columns=['ride_id', 'started_at', 'ended_at', 'start_station_name', 'start_station_id', 'end_station_name', 'end_station_id'], inplace=True)\n","\n","# We exclusively use regions instead of lat/lng for more straightforward relationships between features and label\n","df.drop(columns=['start_lat', 'start_lng', 'end_lat', 'end_lng'], inplace=True)\n","df.dropna(inplace=True)\n","df.head()"],"metadata":{"colab":{"base_uri":"https://localhost:8080/","height":206},"id":"R8idMkgouxCg","executionInfo":{"status":"ok","timestamp":1733092463351,"user_tz":360,"elapsed":440,"user":{"displayName":"Liza George","userId":"13727161048593005053"}},"outputId":"2e5391f4-37cb-45b3-9803-6f1f2ad9030f"},"execution_count":null,"outputs":[{"output_type":"execute_result","data":{"text/plain":["   rideable_type  member_casual  start_region  end_region  start_hour  \\\n","0              0              0             7           7           7   \n","1              1              1             1           1          23   \n","2              0              0             9           9           8   \n","3              1              0             4           4          12   \n","4              1              0             7           7          20   \n","\n","   start_day  start_month  start_weekday  PRCP  SNOW  SNWD  WESD  WESF  \n","0         15            7              5  0.76   0.0   0.0   0.0   0.0  \n","1          2            9              5  0.00   0.0   0.0   0.0   0.0  \n","2         20            9              2  0.00   0.0   0.0   0.0   0.0  \n","3         19           11              6  0.00   0.0   0.0   0.0   0.0  \n","4         10            5              2  0.00   0.0   0.0   0.0   0.0  "],"text/html":["\n","  <div id=\"df-882c0c82-b6bb-4cd6-b677-94feee22d8d5\" class=\"colab-df-container\">\n","    <div>\n","<style scoped>\n","    .dataframe tbody tr th:only-of-type {\n","        vertical-align: middle;\n","    }\n","\n","    .dataframe tbody tr th {\n","        vertical-align: top;\n","    }\n","\n","    .dataframe thead th {\n","        text-align: right;\n","    }\n","</style>\n","<table border=\"1\" class=\"dataframe\">\n","  <thead>\n","    <tr style=\"text-align: right;\">\n","      <th></th>\n","      <th>rideable_type</th>\n","      <th>member_casual</th>\n","      <th>start_region</th>\n","      <th>end_region</th>\n","      <th>start_hour</th>\n","      <th>start_day</th>\n","      <th>start_month</th>\n","      <th>start_weekday</th>\n","      <th>PRCP</th>\n","      <th>SNOW</th>\n","      <th>SNWD</th>\n","      <th>WESD</th>\n","      <th>WESF</th>\n","    </tr>\n","  </thead>\n","  <tbody>\n","    <tr>\n","      <th>0</th>\n","      <td>0</td>\n","      <td>0</td>\n","      <td>7</td>\n","      <td>7</td>\n","      <td>7</td>\n","      <td>15</td>\n","      <td>7</td>\n","      <td>5</td>\n","      <td>0.76</td>\n","      <td>0.0</td>\n","      <td>0.0</td>\n","      <td>0.0</td>\n","      <td>0.0</td>\n","    </tr>\n","    <tr>\n","      <th>1</th>\n","      <td>1</td>\n","      <td>1</td>\n","      <td>1</td>\n","      <td>1</td>\n","      <td>23</td>\n","      <td>2</td>\n","      <td>9</td>\n","      <td>5</td>\n","      <td>0.00</td>\n","      <td>0.0</td>\n","      <td>0.0</td>\n","      <td>0.0</td>\n","      <td>0.0</td>\n","    </tr>\n","    <tr>\n","      <th>2</th>\n","      <td>0</td>\n","      <td>0</td>\n","      <td>9</td>\n","      <td>9</td>\n","      <td>8</td>\n","      <td>20</td>\n","      <td>9</td>\n","      <td>2</td>\n","      <td>0.00</td>\n","      <td>0.0</td>\n","      <td>0.0</td>\n","      <td>0.0</td>\n","      <td>0.0</td>\n","    </tr>\n","    <tr>\n","      <th>3</th>\n","      <td>1</td>\n","      <td>0</td>\n","      <td>4</td>\n","      <td>4</td>\n","      <td>12</td>\n","      <td>19</td>\n","      <td>11</td>\n","      <td>6</td>\n","      <td>0.00</td>\n","      <td>0.0</td>\n","      <td>0.0</td>\n","      <td>0.0</td>\n","      <td>0.0</td>\n","    </tr>\n","    <tr>\n","      <th>4</th>\n","      <td>1</td>\n","      <td>0</td>\n","      <td>7</td>\n","      <td>7</td>\n","      <td>20</td>\n","      <td>10</td>\n","      <td>5</td>\n","      <td>2</td>\n","      <td>0.00</td>\n","      <td>0.0</td>\n","      <td>0.0</td>\n","      <td>0.0</td>\n","      <td>0.0</td>\n","    </tr>\n","  </tbody>\n","</table>\n","</div>\n","    <div class=\"colab-df-buttons\">\n","\n","  <div class=\"colab-df-container\">\n","    <button class=\"colab-df-convert\" onclick=\"convertToInteractive('df-882c0c82-b6bb-4cd6-b677-94feee22d8d5')\"\n","            title=\"Convert this dataframe to an interactive table.\"\n","            style=\"display:none;\">\n","\n","  <svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\" viewBox=\"0 -960 960 960\">\n","    <path d=\"M120-120v-720h720v720H120Zm60-500h600v-160H180v160Zm220 220h160v-160H400v160Zm0 220h160v-160H400v160ZM180-400h160v-160H180v160Zm440 0h160v-160H620v160ZM180-180h160v-160H180v160Zm440 0h160v-160H620v160Z\"/>\n","  </svg>\n","    </button>\n","\n","  <style>\n","    .colab-df-container {\n","      display:flex;\n","      gap: 12px;\n","    }\n","\n","    .colab-df-convert {\n","      background-color: #E8F0FE;\n","      border: none;\n","      border-radius: 50%;\n","      cursor: pointer;\n","      display: none;\n","      fill: #1967D2;\n","      height: 32px;\n","      padding: 0 0 0 0;\n","      width: 32px;\n","    }\n","\n","    .colab-df-convert:hover {\n","      background-color: #E2EBFA;\n","      box-shadow: 0px 1px 2px rgba(60, 64, 67, 0.3), 0px 1px 3px 1px rgba(60, 64, 67, 0.15);\n","      fill: #174EA6;\n","    }\n","\n","    .colab-df-buttons div {\n","      margin-bottom: 4px;\n","    }\n","\n","    [theme=dark] .colab-df-convert {\n","      background-color: #3B4455;\n","      fill: #D2E3FC;\n","    }\n","\n","    [theme=dark] .colab-df-convert:hover {\n","      background-color: #434B5C;\n","      box-shadow: 0px 1px 3px 1px rgba(0, 0, 0, 0.15);\n","      filter: drop-shadow(0px 1px 2px rgba(0, 0, 0, 0.3));\n","      fill: #FFFFFF;\n","    }\n","  </style>\n","\n","    <script>\n","      const buttonEl =\n","        document.querySelector('#df-882c0c82-b6bb-4cd6-b677-94feee22d8d5 button.colab-df-convert');\n","      buttonEl.style.display =\n","        google.colab.kernel.accessAllowed ? 'block' : 'none';\n","\n","      async function convertToInteractive(key) {\n","        const element = document.querySelector('#df-882c0c82-b6bb-4cd6-b677-94feee22d8d5');\n","        const dataTable =\n","          await google.colab.kernel.invokeFunction('convertToInteractive',\n","                                                    [key], {});\n","        if (!dataTable) return;\n","\n","        const docLinkHtml = 'Like what you see? Visit the ' +\n","          '<a target=\"_blank\" href=https://colab.research.google.com/notebooks/data_table.ipynb>data table notebook</a>'\n","          + ' to learn more about interactive tables.';\n","        element.innerHTML = '';\n","        dataTable['output_type'] = 'display_data';\n","        await google.colab.output.renderOutput(dataTable, element);\n","        const docLink = document.createElement('div');\n","        docLink.innerHTML = docLinkHtml;\n","        element.appendChild(docLink);\n","      }\n","    </script>\n","  </div>\n","\n","\n","<div id=\"df-6b9b77d4-82fc-4d15-b2a5-ff29543cad99\">\n","  <button class=\"colab-df-quickchart\" onclick=\"quickchart('df-6b9b77d4-82fc-4d15-b2a5-ff29543cad99')\"\n","            title=\"Suggest charts\"\n","            style=\"display:none;\">\n","\n","<svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\"viewBox=\"0 0 24 24\"\n","     width=\"24px\">\n","    <g>\n","        <path d=\"M19 3H5c-1.1 0-2 .9-2 2v14c0 1.1.9 2 2 2h14c1.1 0 2-.9 2-2V5c0-1.1-.9-2-2-2zM9 17H7v-7h2v7zm4 0h-2V7h2v10zm4 0h-2v-4h2v4z\"/>\n","    </g>\n","</svg>\n","  </button>\n","\n","<style>\n","  .colab-df-quickchart {\n","      --bg-color: #E8F0FE;\n","      --fill-color: #1967D2;\n","      --hover-bg-color: #E2EBFA;\n","      --hover-fill-color: #174EA6;\n","      --disabled-fill-color: #AAA;\n","      --disabled-bg-color: #DDD;\n","  }\n","\n","  [theme=dark] .colab-df-quickchart {\n","      --bg-color: #3B4455;\n","      --fill-color: #D2E3FC;\n","      --hover-bg-color: #434B5C;\n","      --hover-fill-color: #FFFFFF;\n","      --disabled-bg-color: #3B4455;\n","      --disabled-fill-color: #666;\n","  }\n","\n","  .colab-df-quickchart {\n","    background-color: var(--bg-color);\n","    border: none;\n","    border-radius: 50%;\n","    cursor: pointer;\n","    display: none;\n","    fill: var(--fill-color);\n","    height: 32px;\n","    padding: 0;\n","    width: 32px;\n","  }\n","\n","  .colab-df-quickchart:hover {\n","    background-color: var(--hover-bg-color);\n","    box-shadow: 0 1px 2px rgba(60, 64, 67, 0.3), 0 1px 3px 1px rgba(60, 64, 67, 0.15);\n","    fill: var(--button-hover-fill-color);\n","  }\n","\n","  .colab-df-quickchart-complete:disabled,\n","  .colab-df-quickchart-complete:disabled:hover {\n","    background-color: var(--disabled-bg-color);\n","    fill: var(--disabled-fill-color);\n","    box-shadow: none;\n","  }\n","\n","  .colab-df-spinner {\n","    border: 2px solid var(--fill-color);\n","    border-color: transparent;\n","    border-bottom-color: var(--fill-color);\n","    animation:\n","      spin 1s steps(1) infinite;\n","  }\n","\n","  @keyframes spin {\n","    0% {\n","      border-color: transparent;\n","      border-bottom-color: var(--fill-color);\n","      border-left-color: var(--fill-color);\n","    }\n","    20% {\n","      border-color: transparent;\n","      border-left-color: var(--fill-color);\n","      border-top-color: var(--fill-color);\n","    }\n","    30% {\n","      border-color: transparent;\n","      border-left-color: var(--fill-color);\n","      border-top-color: var(--fill-color);\n","      border-right-color: var(--fill-color);\n","    }\n","    40% {\n","      border-color: transparent;\n","      border-right-color: var(--fill-color);\n","      border-top-color: var(--fill-color);\n","    }\n","    60% {\n","      border-color: transparent;\n","      border-right-color: var(--fill-color);\n","    }\n","    80% {\n","      border-color: transparent;\n","      border-right-color: var(--fill-color);\n","      border-bottom-color: var(--fill-color);\n","    }\n","    90% {\n","      border-color: transparent;\n","      border-bottom-color: var(--fill-color);\n","    }\n","  }\n","</style>\n","\n","  <script>\n","    async function quickchart(key) {\n","      const quickchartButtonEl =\n","        document.querySelector('#' + key + ' button');\n","      quickchartButtonEl.disabled = true;  // To prevent multiple clicks.\n","      quickchartButtonEl.classList.add('colab-df-spinner');\n","      try {\n","        const charts = await google.colab.kernel.invokeFunction(\n","            'suggestCharts', [key], {});\n","      } catch (error) {\n","        console.error('Error during call to suggestCharts:', error);\n","      }\n","      quickchartButtonEl.classList.remove('colab-df-spinner');\n","      quickchartButtonEl.classList.add('colab-df-quickchart-complete');\n","    }\n","    (() => {\n","      let quickchartButtonEl =\n","        document.querySelector('#df-6b9b77d4-82fc-4d15-b2a5-ff29543cad99 button');\n","      quickchartButtonEl.style.display =\n","        google.colab.kernel.accessAllowed ? 'block' : 'none';\n","    })();\n","  </script>\n","</div>\n","\n","    </div>\n","  </div>\n"],"application/vnd.google.colaboratory.intrinsic+json":{"type":"dataframe","variable_name":"df"}},"metadata":{},"execution_count":17}]},{"cell_type":"code","source":["# Verify the new encoding\n","num_classes = len(df['end_region'].unique())\n","print(f\"Number of classes after encoding: {num_classes}\")\n","print(f\"Maximum class index after encoding: {df['end_region'].max()}\")"],"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"S9xM--Ahuycs","executionInfo":{"status":"ok","timestamp":1733092463351,"user_tz":360,"elapsed":1,"user":{"displayName":"Liza George","userId":"13727161048593005053"}},"outputId":"dd12f8e5-b316-4f77-c4b0-f7179b16d900"},"execution_count":null,"outputs":[{"output_type":"stream","name":"stdout","text":["Number of classes after encoding: 10\n","Maximum class index after encoding: 9\n"]}]},{"cell_type":"code","source":["# Separate features and target\n","features = df.drop(columns=['end_region'])\n","labels = df['end_region']\n","del df # Deleting unnecessary objects to save RAM"],"metadata":{"id":"pgB8jDMku6gd"},"execution_count":null,"outputs":[]},{"cell_type":"code","source":["# Split training and testing set\n","X_train, X_test, y_train, y_test = train_test_split(features, labels, test_size=0.2, random_state=42)\n","\n","type(X_test)"],"metadata":{"colab":{"base_uri":"https://localhost:8080/","height":203},"id":"cBdGifXVmkB-","executionInfo":{"status":"ok","timestamp":1733096533636,"user_tz":360,"elapsed":792,"user":{"displayName":"Liza George","userId":"13727161048593005053"}},"outputId":"353f39c6-0ba4-4aff-aca5-53aada8406d6"},"execution_count":null,"outputs":[{"output_type":"execute_result","data":{"text/plain":["pandas.core.frame.DataFrame"],"text/html":["<div style=\"max-width:800px; border: 1px solid var(--colab-border-color);\"><style>\n","      pre.function-repr-contents {\n","        overflow-x: auto;\n","        padding: 8px 12px;\n","        max-height: 500px;\n","      }\n","\n","      pre.function-repr-contents.function-repr-contents-collapsed {\n","        cursor: pointer;\n","        max-height: 100px;\n","      }\n","    </style>\n","    <pre style=\"white-space: initial; background:\n","         var(--colab-secondary-surface-color); padding: 8px 12px;\n","         border-bottom: 1px solid var(--colab-border-color);\"><b>pandas.core.frame.DataFrame</b><br/>def __init__(data=None, index: Axes | None=None, columns: Axes | None=None, dtype: Dtype | None=None, copy: bool | None=None) -&gt; None</pre><pre class=\"function-repr-contents function-repr-contents-collapsed\" style=\"\"><a class=\"filepath\" style=\"display:none\" href=\"#\">/usr/local/lib/python3.10/dist-packages/pandas/core/frame.py</a>Two-dimensional, size-mutable, potentially heterogeneous tabular data.\n","\n","Data structure also contains labeled axes (rows and columns).\n","Arithmetic operations align on both row and column labels. Can be\n","thought of as a dict-like container for Series objects. The primary\n","pandas data structure.\n","\n","Parameters\n","----------\n","data : ndarray (structured or homogeneous), Iterable, dict, or DataFrame\n","    Dict can contain Series, arrays, constants, dataclass or list-like objects. If\n","    data is a dict, column order follows insertion-order. If a dict contains Series\n","    which have an index defined, it is aligned by its index. This alignment also\n","    occurs if data is a Series or a DataFrame itself. Alignment is done on\n","    Series/DataFrame inputs.\n","\n","    If data is a list of dicts, column order follows insertion-order.\n","\n","index : Index or array-like\n","    Index to use for resulting frame. Will default to RangeIndex if\n","    no indexing information part of input data and no index provided.\n","columns : Index or array-like\n","    Column labels to use for resulting frame when data does not have them,\n","    defaulting to RangeIndex(0, 1, 2, ..., n). If data contains column labels,\n","    will perform column selection instead.\n","dtype : dtype, default None\n","    Data type to force. Only a single dtype is allowed. If None, infer.\n","copy : bool or None, default None\n","    Copy data from inputs.\n","    For dict data, the default of None behaves like ``copy=True``.  For DataFrame\n","    or 2d ndarray input, the default of None behaves like ``copy=False``.\n","    If data is a dict containing one or more Series (possibly of different dtypes),\n","    ``copy=False`` will ensure that these inputs are not copied.\n","\n","    .. versionchanged:: 1.3.0\n","\n","See Also\n","--------\n","DataFrame.from_records : Constructor from tuples, also record arrays.\n","DataFrame.from_dict : From dicts of Series, arrays, or dicts.\n","read_csv : Read a comma-separated values (csv) file into DataFrame.\n","read_table : Read general delimited file into DataFrame.\n","read_clipboard : Read text from clipboard into DataFrame.\n","\n","Notes\n","-----\n","Please reference the :ref:`User Guide &lt;basics.dataframe&gt;` for more information.\n","\n","Examples\n","--------\n","Constructing DataFrame from a dictionary.\n","\n","&gt;&gt;&gt; d = {&#x27;col1&#x27;: [1, 2], &#x27;col2&#x27;: [3, 4]}\n","&gt;&gt;&gt; df = pd.DataFrame(data=d)\n","&gt;&gt;&gt; df\n","   col1  col2\n","0     1     3\n","1     2     4\n","\n","Notice that the inferred dtype is int64.\n","\n","&gt;&gt;&gt; df.dtypes\n","col1    int64\n","col2    int64\n","dtype: object\n","\n","To enforce a single dtype:\n","\n","&gt;&gt;&gt; df = pd.DataFrame(data=d, dtype=np.int8)\n","&gt;&gt;&gt; df.dtypes\n","col1    int8\n","col2    int8\n","dtype: object\n","\n","Constructing DataFrame from a dictionary including Series:\n","\n","&gt;&gt;&gt; d = {&#x27;col1&#x27;: [0, 1, 2, 3], &#x27;col2&#x27;: pd.Series([2, 3], index=[2, 3])}\n","&gt;&gt;&gt; pd.DataFrame(data=d, index=[0, 1, 2, 3])\n","   col1  col2\n","0     0   NaN\n","1     1   NaN\n","2     2   2.0\n","3     3   3.0\n","\n","Constructing DataFrame from numpy ndarray:\n","\n","&gt;&gt;&gt; df2 = pd.DataFrame(np.array([[1, 2, 3], [4, 5, 6], [7, 8, 9]]),\n","...                    columns=[&#x27;a&#x27;, &#x27;b&#x27;, &#x27;c&#x27;])\n","&gt;&gt;&gt; df2\n","   a  b  c\n","0  1  2  3\n","1  4  5  6\n","2  7  8  9\n","\n","Constructing DataFrame from a numpy ndarray that has labeled columns:\n","\n","&gt;&gt;&gt; data = np.array([(1, 2, 3), (4, 5, 6), (7, 8, 9)],\n","...                 dtype=[(&quot;a&quot;, &quot;i4&quot;), (&quot;b&quot;, &quot;i4&quot;), (&quot;c&quot;, &quot;i4&quot;)])\n","&gt;&gt;&gt; df3 = pd.DataFrame(data, columns=[&#x27;c&#x27;, &#x27;a&#x27;])\n","...\n","&gt;&gt;&gt; df3\n","   c  a\n","0  3  1\n","1  6  4\n","2  9  7\n","\n","Constructing DataFrame from dataclass:\n","\n","&gt;&gt;&gt; from dataclasses import make_dataclass\n","&gt;&gt;&gt; Point = make_dataclass(&quot;Point&quot;, [(&quot;x&quot;, int), (&quot;y&quot;, int)])\n","&gt;&gt;&gt; pd.DataFrame([Point(0, 0), Point(0, 3), Point(2, 3)])\n","   x  y\n","0  0  0\n","1  0  3\n","2  2  3\n","\n","Constructing DataFrame from Series/DataFrame:\n","\n","&gt;&gt;&gt; ser = pd.Series([1, 2, 3], index=[&quot;a&quot;, &quot;b&quot;, &quot;c&quot;])\n","&gt;&gt;&gt; df = pd.DataFrame(data=ser, index=[&quot;a&quot;, &quot;c&quot;])\n","&gt;&gt;&gt; df\n","   0\n","a  1\n","c  3\n","\n","&gt;&gt;&gt; df1 = pd.DataFrame([1, 2, 3], index=[&quot;a&quot;, &quot;b&quot;, &quot;c&quot;], columns=[&quot;x&quot;])\n","&gt;&gt;&gt; df2 = pd.DataFrame(data=df1, index=[&quot;a&quot;, &quot;c&quot;])\n","&gt;&gt;&gt; df2\n","   x\n","a  1\n","c  3</pre>\n","      <script>\n","      if (google.colab.kernel.accessAllowed && google.colab.files && google.colab.files.view) {\n","        for (const element of document.querySelectorAll('.filepath')) {\n","          element.style.display = 'block'\n","          element.onclick = (event) => {\n","            event.preventDefault();\n","            event.stopPropagation();\n","            google.colab.files.view(element.textContent, 509);\n","          };\n","        }\n","      }\n","      for (const element of document.querySelectorAll('.function-repr-contents')) {\n","        element.onclick = (event) => {\n","          event.preventDefault();\n","          event.stopPropagation();\n","          element.classList.toggle('function-repr-contents-collapsed');\n","        };\n","      }\n","      </script>\n","      </div>"]},"metadata":{},"execution_count":118}]},{"cell_type":"code","source":["# Convert to PyTorch tensors\n","X_train = torch.tensor(X_train.values, dtype=torch.float32, device=DEVICE)\n","X_test = torch.tensor(X_test.values, dtype=torch.float32, device=DEVICE)\n","y_train = torch.tensor(y_train.values, dtype=torch.long, device=DEVICE)\n","y_test = torch.tensor(y_test.values, dtype=torch.long, device=DEVICE)"],"metadata":{"id":"3pwgMMf8xBCq"},"execution_count":null,"outputs":[]},{"cell_type":"code","source":["type(X_test)"],"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"tyMTJ1P0momf","executionInfo":{"status":"ok","timestamp":1733096545407,"user_tz":360,"elapsed":2,"user":{"displayName":"Liza George","userId":"13727161048593005053"}},"outputId":"f923c230-5b1f-4529-b24f-880149ed1192"},"execution_count":null,"outputs":[{"output_type":"execute_result","data":{"text/plain":["torch.Tensor"]},"metadata":{},"execution_count":120}]},{"cell_type":"code","source":["# Edges for Graph\n","edge_index = torch.tensor(edges_df[['Region 1', 'Region 2']].values, dtype=torch.long, device=DEVICE).t().contiguous()\n","edge_weights = torch.tensor(edges_df['Distance'].values, dtype=torch.float32, device=DEVICE)\n","edge_weights.shape"],"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"sk6pOL_Z-rKL","executionInfo":{"status":"ok","timestamp":1733092486425,"user_tz":360,"elapsed":164,"user":{"displayName":"Liza George","userId":"13727161048593005053"}},"outputId":"71da7854-c213-427a-e1c7-2c835f587aa6"},"execution_count":null,"outputs":[{"output_type":"execute_result","data":{"text/plain":["torch.Size([100])"]},"metadata":{},"execution_count":21}]},{"cell_type":"code","source":["# Nodes for graph\n","node_features = []\n","for key in range(10):\n","  (r1, r2) = REGION_LOCS[key]\n","  node_features.append([key, r1, r2]) # (label, latitude, longitude)\n","\n","node_features = torch.tensor(node_features, dtype=torch.float32, device=DEVICE)\n","node_features.shape"],"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"XVEhHy7uF6rE","executionInfo":{"status":"ok","timestamp":1733092486752,"user_tz":360,"elapsed":111,"user":{"displayName":"Liza George","userId":"13727161048593005053"}},"outputId":"07500f90-c239-4bcd-ad94-39b5d0f5128d"},"execution_count":null,"outputs":[{"output_type":"execute_result","data":{"text/plain":["torch.Size([10, 3])"]},"metadata":{},"execution_count":22}]},{"cell_type":"code","source":["# Create a list of Data objects for each batch of trips\n","batch_size = 8192\n","batched_data = []\n","\n","# Chunk trips and labels into batches\n","num_batches = len(X_train) // batch_size + (1 if len(X_train) % batch_size > 0 else 0)\n","\n","for i in range(num_batches):\n","    start_idx = i * batch_size\n","    end_idx = min((i + 1) * batch_size, len(X_train))\n","\n","    # Create a Data object for this batch\n","    batch_trips = X_train[start_idx:end_idx]\n","    batch_labels = y_train[start_idx:end_idx]\n","    batch_data = Data(nodes=node_features,\n","                      trips=batch_trips,\n","                      edge_index=edge_index,\n","                      edge_attr=edge_weights,\n","                      labels=batch_labels)\n","    batched_data.append(batch_data)\n","\n","# Create a DataLoader to manage the batched data\n","dataloader = DataLoader(batched_data, batch_size=1, shuffle=True)"],"metadata":{"id":"e98A8XItSitn"},"execution_count":null,"outputs":[]},{"cell_type":"code","source":["class HybridGCNModel(torch.nn.Module):\n","    def __init__(self, num_node_features, num_trip_features, num_nodes):\n","        super(HybridGCNModel, self).__init__()\n","        # GCN Layers\n","        self.conv1 = GCNConv(num_node_features, 16)\n","        self.conv2 = GCNConv(16, 16)\n","\n","        # MLP Layers for the trip features\n","        self.fc1 = torch.nn.Linear(num_trip_features, 128)\n","        self.fc2 = nn.Linear(128, 32) # Align dimensions with GCN output\n","\n","        # Final classifier layers\n","        self.fc3 = torch.nn.Linear(48, 32)\n","        self.fc4 = torch.nn.Linear(32, num_nodes)\n","\n","    def forward(self, data):\n","        x, edge_index, edge_weights, t = data.nodes, data.edge_index, data.edge_attr, data.trips\n","\n","        # GCN part: Graph-based learning\n","        gnn_out = F.relu(self.conv1(x, edge_index=edge_index, edge_weight=edge_weights))\n","        gnn_out = self.conv2(gnn_out, edge_index=edge_index, edge_weight=edge_weights)\n","\n","        # apply graph to trip based on start station\n","        start_station_embeddings = gnn_out[t[:, 2].long()]\n","\n","        # MLP part: Learning from trip features\n","        mlp_out = F.relu(self.fc1(t))\n","        mlp_out = self.fc2(mlp_out)  # Align with GCN output dimension\n","\n","        # Combine GCN and MLP outputs (concatenation)\n","        combined_out = torch.cat([start_station_embeddings, mlp_out], dim=1)\n","\n","        # Final classification\n","        out = F.relu(self.fc3(combined_out))\n","        out = self.fc4(out)\n","        output = F.log_softmax(out, dim=1)\n","\n","        return output"],"metadata":{"id":"Cp0sRIKMx4en"},"execution_count":null,"outputs":[]},{"cell_type":"code","source":["# Model Initialization\n","num_node_features = 3  # Number of node features\n","num_trip_features = 12  # Number of trip features\n","num_nodes = 10  # Number of nodes in the graph\n","\n","model = HybridGCNModel(num_node_features, num_trip_features, num_nodes)\n","\n","# Loss and optimizer\n","criterion = nn.CrossEntropyLoss()\n","optimizer = optim.Adam(model.parameters(), lr=0.01)\n","model.to(DEVICE)\n","\n","# Training Loop\n","num_epochs = 50\n","for epoch in range(num_epochs):\n","    model.train()\n","    tot_loss = 0.0\n","    optimizer.zero_grad()\n","\n","    for i, batch in enumerate(dataloader):\n","      batch = batch.to(DEVICE)\n","\n","      out = model(batch)  # Forward pass (graph-based and feature-based)\n","      loss = criterion(out, batch.labels)  # Compute loss\n","      loss.backward()  # Backpropagate\n","\n","      torch.nn.utils.clip_grad_norm_(model.parameters(), max_norm=1.0)  # Gradient clipping\n","      optimizer.step()  # Update weights\n","      optimizer.zero_grad()\n","\n","      tot_loss += loss.item()\n","\n","    loss = tot_loss / len(dataloader)\n","    if epoch % 10 == 0: print(f'Epoch [{epoch+1}/{num_epochs}], Loss: {loss:.4f}')\n","\n","print(f'Final Loss: {loss:.4f}')"],"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"outputId":"b065b3dc-0f7d-46c8-aa70-dd37c07317a6","executionInfo":{"status":"ok","timestamp":1733095936645,"user_tz":360,"elapsed":110209,"user":{"displayName":"Liza George","userId":"13727161048593005053"}},"id":"0JYyV5KTuryP"},"execution_count":null,"outputs":[{"output_type":"stream","name":"stdout","text":["Epoch [1/50], Loss: 1.8201\n","Epoch [11/50], Loss: 1.4342\n","Epoch [21/50], Loss: 1.4069\n","Epoch [31/50], Loss: 1.3931\n","Epoch [41/50], Loss: 1.3855\n","Final Loss: 1.3861\n"]}]},{"cell_type":"code","source":["# Evaluation (on test set)\n","model.eval()\n","test_data = Data(nodes=node_features,\n","            trips=X_test,\n","            edge_index=edge_index,\n","            edge_attr=edge_weights,\n","            labels=y_test)\n","with torch.no_grad():\n","    out = model(test_data)  # Forward pass on test set\n","    _, pred = torch.max(out, dim=1)  # Get the predicted classes\n","    accuracy = (pred == y_test).sum().item() / len(y_test)\n","    print(f'Test Accuracy: {accuracy:.4f}')"],"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1733095936975,"user_tz":360,"elapsed":335,"user":{"displayName":"Liza George","userId":"13727161048593005053"}},"outputId":"f68c1109-8e02-4a7b-fadd-0b1f30efb498","id":"j9QVNPj9uryQ"},"execution_count":null,"outputs":[{"output_type":"stream","name":"stdout","text":["Test Accuracy: 0.5535\n"]}]},{"cell_type":"markdown","source":["### Examine Shapely Values"],"metadata":{"id":"D4L4VlKjYcwN"}},{"cell_type":"code","source":["import shap\n","\n","shap.initjs()\n","\n","def model_predict(data):\n","    model.eval()\n","    with torch.no_grad():\n","        data_obj = Data(nodes=node_features,\n","            trips=torch.tensor(data.values, dtype=torch.float32, device=DEVICE),\n","            edge_index=edge_index,\n","            edge_attr=edge_weights)\n","        return model(data_obj).numpy()\n","\n","shap_test_features = features[:100]\n","\n","explainer = shap.explainers.Exact(model_predict, shap_test_features)\n","shap_values = explainer(shap_test_features)\n","\n","shap_values_mean = np.mean(shap_values.values, axis=2)\n","mean_explanation = shap.Explanation(values=shap_values_mean,\n","                                    base_values=shap_values.base_values.mean(axis=1),\n","                                    data=shap_values.data,\n","                                    feature_names=shap_values.feature_names)\n","shap.plots.bar(mean_explanation)"],"metadata":{"colab":{"base_uri":"https://localhost:8080/","height":611},"id":"TCNYKVL8mTW1","executionInfo":{"status":"ok","timestamp":1733097858793,"user_tz":360,"elapsed":5194,"user":{"displayName":"Liza George","userId":"13727161048593005053"}},"outputId":"fc869e5a-0c30-4e8d-a1c4-2b15de302f56"},"execution_count":null,"outputs":[{"output_type":"display_data","data":{"text/plain":["<IPython.core.display.HTML object>"],"text/html":["<div align='center'><img src='data:image/png;base64,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' /></div><script charset='utf-8'>/*! For license information please see bundle.js.LICENSE.txt */\n","(()=>{var e={486:function(e,t,n){var r;e=n.nmd(e),function(){var a,i=\"Expected a function\",o=\"__lodash_hash_undefined__\",u=\"__lodash_placeholder__\",l=32,s=128,c=1/0,f=9007199254740991,p=NaN,d=4294967295,h=[[\"ary\",s],[\"bind\",1],[\"bindKey\",2],[\"curry\",8],[\"curryRight\",16],[\"flip\",512],[\"partial\",l],[\"partialRight\",64],[\"rearg\",256]],v=\"[object Arguments]\",g=\"[object Array]\",y=\"[object Boolean]\",m=\"[object Date]\",b=\"[object Error]\",_=\"[object Function]\",w=\"[object GeneratorFunction]\",x=\"[object Map]\",k=\"[object Number]\",S=\"[object Object]\",E=\"[object Promise]\",C=\"[object RegExp]\",T=\"[object Set]\",M=\"[object String]\",N=\"[object Symbol]\",P=\"[object WeakMap]\",z=\"[object ArrayBuffer]\",L=\"[object DataView]\",O=\"[object Float32Array]\",A=\"[object Float64Array]\",F=\"[object Int8Array]\",D=\"[object Int16Array]\",R=\"[object Int32Array]\",j=\"[object Uint8Array]\",U=\"[object Uint8ClampedArray]\",I=\"[object Uint16Array]\",$=\"[object Uint32Array]\",B=/\\b__p \\+= '';/g,W=/\\b(__p \\+=) '' \\+/g,V=/(__e\\(.*?\\)|\\b__t\\)) \\+\\n'';/g,H=/&(?:amp|lt|gt|quot|#39);/g,q=/[&<>\"']/g,Q=RegExp(H.source),Y=RegExp(q.source),G=/<%-([\\s\\S]+?)%>/g,K=/<%([\\s\\S]+?)%>/g,Z=/<%=([\\s\\S]+?)%>/g,X=/\\.|\\[(?:[^[\\]]*|([\"'])(?:(?!\\1)[^\\\\]|\\\\.)*?\\1)\\]/,J=/^\\w*$/,ee=/[^.[\\]]+|\\[(?:(-?\\d+(?:\\.\\d+)?)|([\"'])((?:(?!\\2)[^\\\\]|\\\\.)*?)\\2)\\]|(?=(?:\\.|\\[\\])(?:\\.|\\[\\]|$))/g,te=/[\\\\^$.*+?()[\\]{}|]/g,ne=RegExp(te.source),re=/^\\s+/,ae=/\\s/,ie=/\\{(?:\\n\\/\\* \\[wrapped with .+\\] \\*\\/)?\\n?/,oe=/\\{\\n\\/\\* \\[wrapped with (.+)\\] \\*/,ue=/,? & /,le=/[^\\x00-\\x2f\\x3a-\\x40\\x5b-\\x60\\x7b-\\x7f]+/g,se=/[()=,{}\\[\\]\\/\\s]/,ce=/\\\\(\\\\)?/g,fe=/\\$\\{([^\\\\}]*(?:\\\\.[^\\\\}]*)*)\\}/g,pe=/\\w*$/,de=/^[-+]0x[0-9a-f]+$/i,he=/^0b[01]+$/i,ve=/^\\[object .+?Constructor\\]$/,ge=/^0o[0-7]+$/i,ye=/^(?:0|[1-9]\\d*)$/,me=/[\\xc0-\\xd6\\xd8-\\xf6\\xf8-\\xff\\u0100-\\u017f]/g,be=/($^)/,_e=/['\\n\\r\\u2028\\u2029\\\\]/g,we=\"\\\\ud800-\\\\udfff\",xe=\"\\\\u0300-\\\\u036f\\\\ufe20-\\\\ufe2f\\\\u20d0-\\\\u20ff\",ke=\"\\\\u2700-\\\\u27bf\",Se=\"a-z\\\\xdf-\\\\xf6\\\\xf8-\\\\xff\",Ee=\"A-Z\\\\xc0-\\\\xd6\\\\xd8-\\\\xde\",Ce=\"\\\\ufe0e\\\\ufe0f\",Te=\"\\\\xac\\\\xb1\\\\xd7\\\\xf7\\\\x00-\\\\x2f\\\\x3a-\\\\x40\\\\x5b-\\\\x60\\\\x7b-\\\\xbf\\\\u2000-\\\\u206f \\\\t\\\\x0b\\\\f\\\\xa0\\\\ufeff\\\\n\\\\r\\\\u2028\\\\u2029\\\\u1680\\\\u180e\\\\u2000\\\\u2001\\\\u2002\\\\u2003\\\\u2004\\\\u2005\\\\u2006\\\\u2007\\\\u2008\\\\u2009\\\\u200a\\\\u202f\\\\u205f\\\\u3000\",Me=\"[\"+we+\"]\",Ne=\"[\"+Te+\"]\",Pe=\"[\"+xe+\"]\",ze=\"\\\\d+\",Le=\"[\"+ke+\"]\",Oe=\"[\"+Se+\"]\",Ae=\"[^\"+we+Te+ze+ke+Se+Ee+\"]\",Fe=\"\\\\ud83c[\\\\udffb-\\\\udfff]\",De=\"[^\"+we+\"]\",Re=\"(?:\\\\ud83c[\\\\udde6-\\\\uddff]){2}\",je=\"[\\\\ud800-\\\\udbff][\\\\udc00-\\\\udfff]\",Ue=\"[\"+Ee+\"]\",Ie=\"\\\\u200d\",$e=\"(?:\"+Oe+\"|\"+Ae+\")\",Be=\"(?:\"+Ue+\"|\"+Ae+\")\",We=\"(?:['’](?:d|ll|m|re|s|t|ve))?\",Ve=\"(?:['’](?:D|LL|M|RE|S|T|VE))?\",He=\"(?:\"+Pe+\"|\"+Fe+\")?\",qe=\"[\"+Ce+\"]?\",Qe=qe+He+\"(?:\"+Ie+\"(?:\"+[De,Re,je].join(\"|\")+\")\"+qe+He+\")*\",Ye=\"(?:\"+[Le,Re,je].join(\"|\")+\")\"+Qe,Ge=\"(?:\"+[De+Pe+\"?\",Pe,Re,je,Me].join(\"|\")+\")\",Ke=RegExp(\"['’]\",\"g\"),Ze=RegExp(Pe,\"g\"),Xe=RegExp(Fe+\"(?=\"+Fe+\")|\"+Ge+Qe,\"g\"),Je=RegExp([Ue+\"?\"+Oe+\"+\"+We+\"(?=\"+[Ne,Ue,\"$\"].join(\"|\")+\")\",Be+\"+\"+Ve+\"(?=\"+[Ne,Ue+$e,\"$\"].join(\"|\")+\")\",Ue+\"?\"+$e+\"+\"+We,Ue+\"+\"+Ve,\"\\\\d*(?:1ST|2ND|3RD|(?![123])\\\\dTH)(?=\\\\b|[a-z_])\",\"\\\\d*(?:1st|2nd|3rd|(?![123])\\\\dth)(?=\\\\b|[A-Z_])\",ze,Ye].join(\"|\"),\"g\"),et=RegExp(\"[\"+Ie+we+xe+Ce+\"]\"),tt=/[a-z][A-Z]|[A-Z]{2}[a-z]|[0-9][a-zA-Z]|[a-zA-Z][0-9]|[^a-zA-Z0-9 ]/,nt=[\"Array\",\"Buffer\",\"DataView\",\"Date\",\"Error\",\"Float32Array\",\"Float64Array\",\"Function\",\"Int8Array\",\"Int16Array\",\"Int32Array\",\"Map\",\"Math\",\"Object\",\"Promise\",\"RegExp\",\"Set\",\"String\",\"Symbol\",\"TypeError\",\"Uint8Array\",\"Uint8ClampedArray\",\"Uint16Array\",\"Uint32Array\",\"WeakMap\",\"_\",\"clearTimeout\",\"isFinite\",\"parseInt\",\"setTimeout\"],rt=-1,at={};at[O]=at[A]=at[F]=at[D]=at[R]=at[j]=at[U]=at[I]=at[$]=!0,at[v]=at[g]=at[z]=at[y]=at[L]=at[m]=at[b]=at[_]=at[x]=at[k]=at[S]=at[C]=at[T]=at[M]=at[P]=!1;var it={};it[v]=it[g]=it[z]=it[L]=it[y]=it[m]=it[O]=it[A]=it[F]=it[D]=it[R]=it[x]=it[k]=it[S]=it[C]=it[T]=it[M]=it[N]=it[j]=it[U]=it[I]=it[$]=!0,it[b]=it[_]=it[P]=!1;var ot={\"\\\\\":\"\\\\\",\"'\":\"'\",\"\\n\":\"n\",\"\\r\":\"r\",\"\\u2028\":\"u2028\",\"\\u2029\":\"u2029\"},ut=parseFloat,lt=parseInt,st=\"object\"==typeof n.g&&n.g&&n.g.Object===Object&&n.g,ct=\"object\"==typeof self&&self&&self.Object===Object&&self,ft=st||ct||Function(\"return this\")(),pt=t&&!t.nodeType&&t,dt=pt&&e&&!e.nodeType&&e,ht=dt&&dt.exports===pt,vt=ht&&st.process,gt=function(){try{return dt&&dt.require&&dt.require(\"util\").types||vt&&vt.binding&&vt.binding(\"util\")}catch(e){}}(),yt=gt&&gt.isArrayBuffer,mt=gt&&gt.isDate,bt=gt&&gt.isMap,_t=gt&&gt.isRegExp,wt=gt&&gt.isSet,xt=gt&&gt.isTypedArray;function kt(e,t,n){switch(n.length){case 0:return e.call(t);case 1:return e.call(t,n[0]);case 2:return e.call(t,n[0],n[1]);case 3:return e.call(t,n[0],n[1],n[2])}return e.apply(t,n)}function St(e,t,n,r){for(var a=-1,i=null==e?0:e.length;++a<i;){var o=e[a];t(r,o,n(o),e)}return r}function Et(e,t){for(var n=-1,r=null==e?0:e.length;++n<r&&!1!==t(e[n],n,e););return e}function Ct(e,t){for(var n=null==e?0:e.length;n--&&!1!==t(e[n],n,e););return e}function Tt(e,t){for(var n=-1,r=null==e?0:e.length;++n<r;)if(!t(e[n],n,e))return!1;return!0}function Mt(e,t){for(var n=-1,r=null==e?0:e.length,a=0,i=[];++n<r;){var o=e[n];t(o,n,e)&&(i[a++]=o)}return i}function Nt(e,t){return!(null==e||!e.length)&&Ut(e,t,0)>-1}function Pt(e,t,n){for(var r=-1,a=null==e?0:e.length;++r<a;)if(n(t,e[r]))return!0;return!1}function zt(e,t){for(var n=-1,r=null==e?0:e.length,a=Array(r);++n<r;)a[n]=t(e[n],n,e);return a}function Lt(e,t){for(var n=-1,r=t.length,a=e.length;++n<r;)e[a+n]=t[n];return e}function Ot(e,t,n,r){var a=-1,i=null==e?0:e.length;for(r&&i&&(n=e[++a]);++a<i;)n=t(n,e[a],a,e);return n}function At(e,t,n,r){var a=null==e?0:e.length;for(r&&a&&(n=e[--a]);a--;)n=t(n,e[a],a,e);return n}function Ft(e,t){for(var n=-1,r=null==e?0:e.length;++n<r;)if(t(e[n],n,e))return!0;return!1}var Dt=Wt(\"length\");function Rt(e,t,n){var r;return n(e,(function(e,n,a){if(t(e,n,a))return r=n,!1})),r}function jt(e,t,n,r){for(var a=e.length,i=n+(r?1:-1);r?i--:++i<a;)if(t(e[i],i,e))return i;return-1}function Ut(e,t,n){return t==t?function(e,t,n){for(var r=n-1,a=e.length;++r<a;)if(e[r]===t)return r;return-1}(e,t,n):jt(e,$t,n)}function It(e,t,n,r){for(var a=n-1,i=e.length;++a<i;)if(r(e[a],t))return a;return-1}function $t(e){return e!=e}function Bt(e,t){var n=null==e?0:e.length;return n?qt(e,t)/n:p}function Wt(e){return function(t){return null==t?a:t[e]}}function Vt(e){return function(t){return null==e?a:e[t]}}function Ht(e,t,n,r,a){return a(e,(function(e,a,i){n=r?(r=!1,e):t(n,e,a,i)})),n}function qt(e,t){for(var n,r=-1,i=e.length;++r<i;){var o=t(e[r]);o!==a&&(n=n===a?o:n+o)}return n}function Qt(e,t){for(var n=-1,r=Array(e);++n<e;)r[n]=t(n);return r}function Yt(e){return e?e.slice(0,pn(e)+1).replace(re,\"\"):e}function Gt(e){return function(t){return e(t)}}function Kt(e,t){return zt(t,(function(t){return e[t]}))}function Zt(e,t){return e.has(t)}function Xt(e,t){for(var n=-1,r=e.length;++n<r&&Ut(t,e[n],0)>-1;);return n}function Jt(e,t){for(var n=e.length;n--&&Ut(t,e[n],0)>-1;);return n}var en=Vt({À:\"A\",Á:\"A\",Â:\"A\",Ã:\"A\",Ä:\"A\",Å:\"A\",à:\"a\",á:\"a\",â:\"a\",ã:\"a\",ä:\"a\",å:\"a\",Ç:\"C\",ç:\"c\",Ð:\"D\",ð:\"d\",È:\"E\",É:\"E\",Ê:\"E\",Ë:\"E\",è:\"e\",é:\"e\",ê:\"e\",ë:\"e\",Ì:\"I\",Í:\"I\",Î:\"I\",Ï:\"I\",ì:\"i\",í:\"i\",î:\"i\",ï:\"i\",Ñ:\"N\",ñ:\"n\",Ò:\"O\",Ó:\"O\",Ô:\"O\",Õ:\"O\",Ö:\"O\",Ø:\"O\",ò:\"o\",ó:\"o\",ô:\"o\",õ:\"o\",ö:\"o\",ø:\"o\",Ù:\"U\",Ú:\"U\",Û:\"U\",Ü:\"U\",ù:\"u\",ú:\"u\",û:\"u\",ü:\"u\",Ý:\"Y\",ý:\"y\",ÿ:\"y\",Æ:\"Ae\",æ:\"ae\",Þ:\"Th\",þ:\"th\",ß:\"ss\",Ā:\"A\",Ă:\"A\",Ą:\"A\",ā:\"a\",ă:\"a\",ą:\"a\",Ć:\"C\",Ĉ:\"C\",Ċ:\"C\",Č:\"C\",ć:\"c\",ĉ:\"c\",ċ:\"c\",č:\"c\",Ď:\"D\",Đ:\"D\",ď:\"d\",đ:\"d\",Ē:\"E\",Ĕ:\"E\",Ė:\"E\",Ę:\"E\",Ě:\"E\",ē:\"e\",ĕ:\"e\",ė:\"e\",ę:\"e\",ě:\"e\",Ĝ:\"G\",Ğ:\"G\",Ġ:\"G\",Ģ:\"G\",ĝ:\"g\",ğ:\"g\",ġ:\"g\",ģ:\"g\",Ĥ:\"H\",Ħ:\"H\",ĥ:\"h\",ħ:\"h\",Ĩ:\"I\",Ī:\"I\",Ĭ:\"I\",Į:\"I\",İ:\"I\",ĩ:\"i\",ī:\"i\",ĭ:\"i\",į:\"i\",ı:\"i\",Ĵ:\"J\",ĵ:\"j\",Ķ:\"K\",ķ:\"k\",ĸ:\"k\",Ĺ:\"L\",Ļ:\"L\",Ľ:\"L\",Ŀ:\"L\",Ł:\"L\",ĺ:\"l\",ļ:\"l\",ľ:\"l\",ŀ:\"l\",ł:\"l\",Ń:\"N\",Ņ:\"N\",Ň:\"N\",Ŋ:\"N\",ń:\"n\",ņ:\"n\",ň:\"n\",ŋ:\"n\",Ō:\"O\",Ŏ:\"O\",Ő:\"O\",ō:\"o\",ŏ:\"o\",ő:\"o\",Ŕ:\"R\",Ŗ:\"R\",Ř:\"R\",ŕ:\"r\",ŗ:\"r\",ř:\"r\",Ś:\"S\",Ŝ:\"S\",Ş:\"S\",Š:\"S\",ś:\"s\",ŝ:\"s\",ş:\"s\",š:\"s\",Ţ:\"T\",Ť:\"T\",Ŧ:\"T\",ţ:\"t\",ť:\"t\",ŧ:\"t\",Ũ:\"U\",Ū:\"U\",Ŭ:\"U\",Ů:\"U\",Ű:\"U\",Ų:\"U\",ũ:\"u\",ū:\"u\",ŭ:\"u\",ů:\"u\",ű:\"u\",ų:\"u\",Ŵ:\"W\",ŵ:\"w\",Ŷ:\"Y\",ŷ:\"y\",Ÿ:\"Y\",Ź:\"Z\",Ż:\"Z\",Ž:\"Z\",ź:\"z\",ż:\"z\",ž:\"z\",Ĳ:\"IJ\",ĳ:\"ij\",Œ:\"Oe\",œ:\"oe\",ŉ:\"'n\",ſ:\"s\"}),tn=Vt({\"&\":\"&amp;\",\"<\":\"&lt;\",\">\":\"&gt;\",'\"':\"&quot;\",\"'\":\"&#39;\"});function nn(e){return\"\\\\\"+ot[e]}function rn(e){return et.test(e)}function an(e){var t=-1,n=Array(e.size);return e.forEach((function(e,r){n[++t]=[r,e]})),n}function on(e,t){return function(n){return e(t(n))}}function un(e,t){for(var n=-1,r=e.length,a=0,i=[];++n<r;){var o=e[n];o!==t&&o!==u||(e[n]=u,i[a++]=n)}return i}function ln(e){var t=-1,n=Array(e.size);return e.forEach((function(e){n[++t]=e})),n}function sn(e){var t=-1,n=Array(e.size);return e.forEach((function(e){n[++t]=[e,e]})),n}function cn(e){return rn(e)?function(e){for(var t=Xe.lastIndex=0;Xe.test(e);)++t;return t}(e):Dt(e)}function fn(e){return rn(e)?function(e){return e.match(Xe)||[]}(e):function(e){return e.split(\"\")}(e)}function pn(e){for(var t=e.length;t--&&ae.test(e.charAt(t)););return t}var dn=Vt({\"&amp;\":\"&\",\"&lt;\":\"<\",\"&gt;\":\">\",\"&quot;\":'\"',\"&#39;\":\"'\"}),hn=function e(t){var n,r=(t=null==t?ft:hn.defaults(ft.Object(),t,hn.pick(ft,nt))).Array,ae=t.Date,we=t.Error,xe=t.Function,ke=t.Math,Se=t.Object,Ee=t.RegExp,Ce=t.String,Te=t.TypeError,Me=r.prototype,Ne=xe.prototype,Pe=Se.prototype,ze=t[\"__core-js_shared__\"],Le=Ne.toString,Oe=Pe.hasOwnProperty,Ae=0,Fe=(n=/[^.]+$/.exec(ze&&ze.keys&&ze.keys.IE_PROTO||\"\"))?\"Symbol(src)_1.\"+n:\"\",De=Pe.toString,Re=Le.call(Se),je=ft._,Ue=Ee(\"^\"+Le.call(Oe).replace(te,\"\\\\$&\").replace(/hasOwnProperty|(function).*?(?=\\\\\\()| for .+?(?=\\\\\\])/g,\"$1.*?\")+\"$\"),Ie=ht?t.Buffer:a,$e=t.Symbol,Be=t.Uint8Array,We=Ie?Ie.allocUnsafe:a,Ve=on(Se.getPrototypeOf,Se),He=Se.create,qe=Pe.propertyIsEnumerable,Qe=Me.splice,Ye=$e?$e.isConcatSpreadable:a,Ge=$e?$e.iterator:a,Xe=$e?$e.toStringTag:a,et=function(){try{var e=li(Se,\"defineProperty\");return e({},\"\",{}),e}catch(e){}}(),ot=t.clearTimeout!==ft.clearTimeout&&t.clearTimeout,st=ae&&ae.now!==ft.Date.now&&ae.now,ct=t.setTimeout!==ft.setTimeout&&t.setTimeout,pt=ke.ceil,dt=ke.floor,vt=Se.getOwnPropertySymbols,gt=Ie?Ie.isBuffer:a,Dt=t.isFinite,Vt=Me.join,vn=on(Se.keys,Se),gn=ke.max,yn=ke.min,mn=ae.now,bn=t.parseInt,_n=ke.random,wn=Me.reverse,xn=li(t,\"DataView\"),kn=li(t,\"Map\"),Sn=li(t,\"Promise\"),En=li(t,\"Set\"),Cn=li(t,\"WeakMap\"),Tn=li(Se,\"create\"),Mn=Cn&&new Cn,Nn={},Pn=Di(xn),zn=Di(kn),Ln=Di(Sn),On=Di(En),An=Di(Cn),Fn=$e?$e.prototype:a,Dn=Fn?Fn.valueOf:a,Rn=Fn?Fn.toString:a;function jn(e){if(eu(e)&&!Wo(e)&&!(e instanceof Bn)){if(e instanceof $n)return e;if(Oe.call(e,\"__wrapped__\"))return Ri(e)}return new $n(e)}var Un=function(){function e(){}return function(t){if(!Jo(t))return{};if(He)return He(t);e.prototype=t;var n=new e;return e.prototype=a,n}}();function In(){}function $n(e,t){this.__wrapped__=e,this.__actions__=[],this.__chain__=!!t,this.__index__=0,this.__values__=a}function Bn(e){this.__wrapped__=e,this.__actions__=[],this.__dir__=1,this.__filtered__=!1,this.__iteratees__=[],this.__takeCount__=d,this.__views__=[]}function Wn(e){var t=-1,n=null==e?0:e.length;for(this.clear();++t<n;){var r=e[t];this.set(r[0],r[1])}}function Vn(e){var t=-1,n=null==e?0:e.length;for(this.clear();++t<n;){var r=e[t];this.set(r[0],r[1])}}function Hn(e){var t=-1,n=null==e?0:e.length;for(this.clear();++t<n;){var r=e[t];this.set(r[0],r[1])}}function qn(e){var t=-1,n=null==e?0:e.length;for(this.__data__=new Hn;++t<n;)this.add(e[t])}function Qn(e){var t=this.__data__=new Vn(e);this.size=t.size}function Yn(e,t){var n=Wo(e),r=!n&&Bo(e),a=!n&&!r&&Qo(e),i=!n&&!r&&!a&&lu(e),o=n||r||a||i,u=o?Qt(e.length,Ce):[],l=u.length;for(var s in e)!t&&!Oe.call(e,s)||o&&(\"length\"==s||a&&(\"offset\"==s||\"parent\"==s)||i&&(\"buffer\"==s||\"byteLength\"==s||\"byteOffset\"==s)||vi(s,l))||u.push(s);return u}function Gn(e){var t=e.length;return t?e[Hr(0,t-1)]:a}function Kn(e,t){return zi(Ca(e),ir(t,0,e.length))}function Zn(e){return zi(Ca(e))}function Xn(e,t,n){(n!==a&&!Uo(e[t],n)||n===a&&!(t in e))&&rr(e,t,n)}function Jn(e,t,n){var r=e[t];Oe.call(e,t)&&Uo(r,n)&&(n!==a||t in e)||rr(e,t,n)}function er(e,t){for(var n=e.length;n--;)if(Uo(e[n][0],t))return n;return-1}function tr(e,t,n,r){return cr(e,(function(e,a,i){t(r,e,n(e),i)})),r}function nr(e,t){return e&&Ta(t,Pu(t),e)}function rr(e,t,n){\"__proto__\"==t&&et?et(e,t,{configurable:!0,enumerable:!0,value:n,writable:!0}):e[t]=n}function ar(e,t){for(var n=-1,i=t.length,o=r(i),u=null==e;++n<i;)o[n]=u?a:Eu(e,t[n]);return o}function ir(e,t,n){return e==e&&(n!==a&&(e=e<=n?e:n),t!==a&&(e=e>=t?e:t)),e}function or(e,t,n,r,i,o){var u,l=1&t,s=2&t,c=4&t;if(n&&(u=i?n(e,r,i,o):n(e)),u!==a)return u;if(!Jo(e))return e;var f=Wo(e);if(f){if(u=function(e){var t=e.length,n=new e.constructor(t);return t&&\"string\"==typeof e[0]&&Oe.call(e,\"index\")&&(n.index=e.index,n.input=e.input),n}(e),!l)return Ca(e,u)}else{var p=fi(e),d=p==_||p==w;if(Qo(e))return _a(e,l);if(p==S||p==v||d&&!i){if(u=s||d?{}:di(e),!l)return s?function(e,t){return Ta(e,ci(e),t)}(e,function(e,t){return e&&Ta(t,zu(t),e)}(u,e)):function(e,t){return Ta(e,si(e),t)}(e,nr(u,e))}else{if(!it[p])return i?e:{};u=function(e,t,n){var r,a=e.constructor;switch(t){case z:return wa(e);case y:case m:return new a(+e);case L:return function(e,t){var n=t?wa(e.buffer):e.buffer;return new e.constructor(n,e.byteOffset,e.byteLength)}(e,n);case O:case A:case F:case D:case R:case j:case U:case I:case $:return xa(e,n);case x:return new a;case k:case M:return new a(e);case C:return function(e){var t=new e.constructor(e.source,pe.exec(e));return t.lastIndex=e.lastIndex,t}(e);case T:return new a;case N:return r=e,Dn?Se(Dn.call(r)):{}}}(e,p,l)}}o||(o=new Qn);var h=o.get(e);if(h)return h;o.set(e,u),iu(e)?e.forEach((function(r){u.add(or(r,t,n,r,e,o))})):tu(e)&&e.forEach((function(r,a){u.set(a,or(r,t,n,a,e,o))}));var g=f?a:(c?s?ti:ei:s?zu:Pu)(e);return Et(g||e,(function(r,a){g&&(r=e[a=r]),Jn(u,a,or(r,t,n,a,e,o))})),u}function ur(e,t,n){var r=n.length;if(null==e)return!r;for(e=Se(e);r--;){var i=n[r],o=t[i],u=e[i];if(u===a&&!(i in e)||!o(u))return!1}return!0}function lr(e,t,n){if(\"function\"!=typeof e)throw new Te(i);return Ti((function(){e.apply(a,n)}),t)}function sr(e,t,n,r){var a=-1,i=Nt,o=!0,u=e.length,l=[],s=t.length;if(!u)return l;n&&(t=zt(t,Gt(n))),r?(i=Pt,o=!1):t.length>=200&&(i=Zt,o=!1,t=new qn(t));e:for(;++a<u;){var c=e[a],f=null==n?c:n(c);if(c=r||0!==c?c:0,o&&f==f){for(var p=s;p--;)if(t[p]===f)continue e;l.push(c)}else i(t,f,r)||l.push(c)}return l}jn.templateSettings={escape:G,evaluate:K,interpolate:Z,variable:\"\",imports:{_:jn}},jn.prototype=In.prototype,jn.prototype.constructor=jn,$n.prototype=Un(In.prototype),$n.prototype.constructor=$n,Bn.prototype=Un(In.prototype),Bn.prototype.constructor=Bn,Wn.prototype.clear=function(){this.__data__=Tn?Tn(null):{},this.size=0},Wn.prototype.delete=function(e){var t=this.has(e)&&delete this.__data__[e];return this.size-=t?1:0,t},Wn.prototype.get=function(e){var t=this.__data__;if(Tn){var n=t[e];return n===o?a:n}return Oe.call(t,e)?t[e]:a},Wn.prototype.has=function(e){var t=this.__data__;return Tn?t[e]!==a:Oe.call(t,e)},Wn.prototype.set=function(e,t){var n=this.__data__;return this.size+=this.has(e)?0:1,n[e]=Tn&&t===a?o:t,this},Vn.prototype.clear=function(){this.__data__=[],this.size=0},Vn.prototype.delete=function(e){var t=this.__data__,n=er(t,e);return!(n<0||(n==t.length-1?t.pop():Qe.call(t,n,1),--this.size,0))},Vn.prototype.get=function(e){var t=this.__data__,n=er(t,e);return n<0?a:t[n][1]},Vn.prototype.has=function(e){return er(this.__data__,e)>-1},Vn.prototype.set=function(e,t){var n=this.__data__,r=er(n,e);return r<0?(++this.size,n.push([e,t])):n[r][1]=t,this},Hn.prototype.clear=function(){this.size=0,this.__data__={hash:new Wn,map:new(kn||Vn),string:new Wn}},Hn.prototype.delete=function(e){var t=oi(this,e).delete(e);return this.size-=t?1:0,t},Hn.prototype.get=function(e){return oi(this,e).get(e)},Hn.prototype.has=function(e){return oi(this,e).has(e)},Hn.prototype.set=function(e,t){var n=oi(this,e),r=n.size;return n.set(e,t),this.size+=n.size==r?0:1,this},qn.prototype.add=qn.prototype.push=function(e){return this.__data__.set(e,o),this},qn.prototype.has=function(e){return this.__data__.has(e)},Qn.prototype.clear=function(){this.__data__=new Vn,this.size=0},Qn.prototype.delete=function(e){var t=this.__data__,n=t.delete(e);return this.size=t.size,n},Qn.prototype.get=function(e){return this.__data__.get(e)},Qn.prototype.has=function(e){return this.__data__.has(e)},Qn.prototype.set=function(e,t){var n=this.__data__;if(n instanceof Vn){var r=n.__data__;if(!kn||r.length<199)return r.push([e,t]),this.size=++n.size,this;n=this.__data__=new Hn(r)}return n.set(e,t),this.size=n.size,this};var cr=Pa(mr),fr=Pa(br,!0);function pr(e,t){var n=!0;return cr(e,(function(e,r,a){return n=!!t(e,r,a)})),n}function dr(e,t,n){for(var r=-1,i=e.length;++r<i;){var o=e[r],u=t(o);if(null!=u&&(l===a?u==u&&!uu(u):n(u,l)))var l=u,s=o}return s}function hr(e,t){var n=[];return cr(e,(function(e,r,a){t(e,r,a)&&n.push(e)})),n}function vr(e,t,n,r,a){var i=-1,o=e.length;for(n||(n=hi),a||(a=[]);++i<o;){var u=e[i];t>0&&n(u)?t>1?vr(u,t-1,n,r,a):Lt(a,u):r||(a[a.length]=u)}return a}var gr=za(),yr=za(!0);function mr(e,t){return e&&gr(e,t,Pu)}function br(e,t){return e&&yr(e,t,Pu)}function _r(e,t){return Mt(t,(function(t){return Ko(e[t])}))}function wr(e,t){for(var n=0,r=(t=ga(t,e)).length;null!=e&&n<r;)e=e[Fi(t[n++])];return n&&n==r?e:a}function xr(e,t,n){var r=t(e);return Wo(e)?r:Lt(r,n(e))}function kr(e){return null==e?e===a?\"[object Undefined]\":\"[object Null]\":Xe&&Xe in Se(e)?function(e){var t=Oe.call(e,Xe),n=e[Xe];try{e[Xe]=a;var r=!0}catch(e){}var i=De.call(e);return r&&(t?e[Xe]=n:delete e[Xe]),i}(e):function(e){return De.call(e)}(e)}function Sr(e,t){return e>t}function Er(e,t){return null!=e&&Oe.call(e,t)}function Cr(e,t){return null!=e&&t in Se(e)}function Tr(e,t,n){for(var i=n?Pt:Nt,o=e[0].length,u=e.length,l=u,s=r(u),c=1/0,f=[];l--;){var p=e[l];l&&t&&(p=zt(p,Gt(t))),c=yn(p.length,c),s[l]=!n&&(t||o>=120&&p.length>=120)?new qn(l&&p):a}p=e[0];var d=-1,h=s[0];e:for(;++d<o&&f.length<c;){var v=p[d],g=t?t(v):v;if(v=n||0!==v?v:0,!(h?Zt(h,g):i(f,g,n))){for(l=u;--l;){var y=s[l];if(!(y?Zt(y,g):i(e[l],g,n)))continue e}h&&h.push(g),f.push(v)}}return f}function Mr(e,t,n){var r=null==(e=Si(e,t=ga(t,e)))?e:e[Fi(Yi(t))];return null==r?a:kt(r,e,n)}function Nr(e){return eu(e)&&kr(e)==v}function Pr(e,t,n,r,i){return e===t||(null==e||null==t||!eu(e)&&!eu(t)?e!=e&&t!=t:function(e,t,n,r,i,o){var u=Wo(e),l=Wo(t),s=u?g:fi(e),c=l?g:fi(t),f=(s=s==v?S:s)==S,p=(c=c==v?S:c)==S,d=s==c;if(d&&Qo(e)){if(!Qo(t))return!1;u=!0,f=!1}if(d&&!f)return o||(o=new Qn),u||lu(e)?Xa(e,t,n,r,i,o):function(e,t,n,r,a,i,o){switch(n){case L:if(e.byteLength!=t.byteLength||e.byteOffset!=t.byteOffset)return!1;e=e.buffer,t=t.buffer;case z:return!(e.byteLength!=t.byteLength||!i(new Be(e),new Be(t)));case y:case m:case k:return Uo(+e,+t);case b:return e.name==t.name&&e.message==t.message;case C:case M:return e==t+\"\";case x:var u=an;case T:var l=1&r;if(u||(u=ln),e.size!=t.size&&!l)return!1;var s=o.get(e);if(s)return s==t;r|=2,o.set(e,t);var c=Xa(u(e),u(t),r,a,i,o);return o.delete(e),c;case N:if(Dn)return Dn.call(e)==Dn.call(t)}return!1}(e,t,s,n,r,i,o);if(!(1&n)){var h=f&&Oe.call(e,\"__wrapped__\"),_=p&&Oe.call(t,\"__wrapped__\");if(h||_){var w=h?e.value():e,E=_?t.value():t;return o||(o=new Qn),i(w,E,n,r,o)}}return!!d&&(o||(o=new Qn),function(e,t,n,r,i,o){var u=1&n,l=ei(e),s=l.length;if(s!=ei(t).length&&!u)return!1;for(var c=s;c--;){var f=l[c];if(!(u?f in t:Oe.call(t,f)))return!1}var p=o.get(e),d=o.get(t);if(p&&d)return p==t&&d==e;var h=!0;o.set(e,t),o.set(t,e);for(var v=u;++c<s;){var g=e[f=l[c]],y=t[f];if(r)var m=u?r(y,g,f,t,e,o):r(g,y,f,e,t,o);if(!(m===a?g===y||i(g,y,n,r,o):m)){h=!1;break}v||(v=\"constructor\"==f)}if(h&&!v){var b=e.constructor,_=t.constructor;b==_||!(\"constructor\"in e)||!(\"constructor\"in t)||\"function\"==typeof b&&b instanceof b&&\"function\"==typeof _&&_ instanceof _||(h=!1)}return o.delete(e),o.delete(t),h}(e,t,n,r,i,o))}(e,t,n,r,Pr,i))}function zr(e,t,n,r){var i=n.length,o=i,u=!r;if(null==e)return!o;for(e=Se(e);i--;){var l=n[i];if(u&&l[2]?l[1]!==e[l[0]]:!(l[0]in e))return!1}for(;++i<o;){var s=(l=n[i])[0],c=e[s],f=l[1];if(u&&l[2]){if(c===a&&!(s in e))return!1}else{var p=new Qn;if(r)var d=r(c,f,s,e,t,p);if(!(d===a?Pr(f,c,3,r,p):d))return!1}}return!0}function Lr(e){return!(!Jo(e)||(t=e,Fe&&Fe in t))&&(Ko(e)?Ue:ve).test(Di(e));var t}function Or(e){return\"function\"==typeof e?e:null==e?nl:\"object\"==typeof e?Wo(e)?jr(e[0],e[1]):Rr(e):fl(e)}function Ar(e){if(!_i(e))return vn(e);var t=[];for(var n in Se(e))Oe.call(e,n)&&\"constructor\"!=n&&t.push(n);return t}function Fr(e,t){return e<t}function Dr(e,t){var n=-1,a=Ho(e)?r(e.length):[];return cr(e,(function(e,r,i){a[++n]=t(e,r,i)})),a}function Rr(e){var t=ui(e);return 1==t.length&&t[0][2]?xi(t[0][0],t[0][1]):function(n){return n===e||zr(n,e,t)}}function jr(e,t){return yi(e)&&wi(t)?xi(Fi(e),t):function(n){var r=Eu(n,e);return r===a&&r===t?Cu(n,e):Pr(t,r,3)}}function Ur(e,t,n,r,i){e!==t&&gr(t,(function(o,u){if(i||(i=new Qn),Jo(o))!function(e,t,n,r,i,o,u){var l=Ei(e,n),s=Ei(t,n),c=u.get(s);if(c)Xn(e,n,c);else{var f=o?o(l,s,n+\"\",e,t,u):a,p=f===a;if(p){var d=Wo(s),h=!d&&Qo(s),v=!d&&!h&&lu(s);f=s,d||h||v?Wo(l)?f=l:qo(l)?f=Ca(l):h?(p=!1,f=_a(s,!0)):v?(p=!1,f=xa(s,!0)):f=[]:ru(s)||Bo(s)?(f=l,Bo(l)?f=gu(l):Jo(l)&&!Ko(l)||(f=di(s))):p=!1}p&&(u.set(s,f),i(f,s,r,o,u),u.delete(s)),Xn(e,n,f)}}(e,t,u,n,Ur,r,i);else{var l=r?r(Ei(e,u),o,u+\"\",e,t,i):a;l===a&&(l=o),Xn(e,u,l)}}),zu)}function Ir(e,t){var n=e.length;if(n)return vi(t+=t<0?n:0,n)?e[t]:a}function $r(e,t,n){t=t.length?zt(t,(function(e){return Wo(e)?function(t){return wr(t,1===e.length?e[0]:e)}:e})):[nl];var r=-1;t=zt(t,Gt(ii()));var a=Dr(e,(function(e,n,a){var i=zt(t,(function(t){return t(e)}));return{criteria:i,index:++r,value:e}}));return function(e,t){var r=e.length;for(e.sort((function(e,t){return function(e,t,n){for(var r=-1,a=e.criteria,i=t.criteria,o=a.length,u=n.length;++r<o;){var l=ka(a[r],i[r]);if(l)return r>=u?l:l*(\"desc\"==n[r]?-1:1)}return e.index-t.index}(e,t,n)}));r--;)e[r]=e[r].value;return e}(a)}function Br(e,t,n){for(var r=-1,a=t.length,i={};++r<a;){var o=t[r],u=wr(e,o);n(u,o)&&Kr(i,ga(o,e),u)}return i}function Wr(e,t,n,r){var a=r?It:Ut,i=-1,o=t.length,u=e;for(e===t&&(t=Ca(t)),n&&(u=zt(e,Gt(n)));++i<o;)for(var l=0,s=t[i],c=n?n(s):s;(l=a(u,c,l,r))>-1;)u!==e&&Qe.call(u,l,1),Qe.call(e,l,1);return e}function Vr(e,t){for(var n=e?t.length:0,r=n-1;n--;){var a=t[n];if(n==r||a!==i){var i=a;vi(a)?Qe.call(e,a,1):la(e,a)}}return e}function Hr(e,t){return e+dt(_n()*(t-e+1))}function qr(e,t){var n=\"\";if(!e||t<1||t>f)return n;do{t%2&&(n+=e),(t=dt(t/2))&&(e+=e)}while(t);return n}function Qr(e,t){return Mi(ki(e,t,nl),e+\"\")}function Yr(e){return Gn(Uu(e))}function Gr(e,t){var n=Uu(e);return zi(n,ir(t,0,n.length))}function Kr(e,t,n,r){if(!Jo(e))return e;for(var i=-1,o=(t=ga(t,e)).length,u=o-1,l=e;null!=l&&++i<o;){var s=Fi(t[i]),c=n;if(\"__proto__\"===s||\"constructor\"===s||\"prototype\"===s)return e;if(i!=u){var f=l[s];(c=r?r(f,s,l):a)===a&&(c=Jo(f)?f:vi(t[i+1])?[]:{})}Jn(l,s,c),l=l[s]}return e}var Zr=Mn?function(e,t){return Mn.set(e,t),e}:nl,Xr=et?function(e,t){return et(e,\"toString\",{configurable:!0,enumerable:!1,value:Ju(t),writable:!0})}:nl;function Jr(e){return zi(Uu(e))}function ea(e,t,n){var a=-1,i=e.length;t<0&&(t=-t>i?0:i+t),(n=n>i?i:n)<0&&(n+=i),i=t>n?0:n-t>>>0,t>>>=0;for(var o=r(i);++a<i;)o[a]=e[a+t];return o}function ta(e,t){var n;return cr(e,(function(e,r,a){return!(n=t(e,r,a))})),!!n}function na(e,t,n){var r=0,a=null==e?r:e.length;if(\"number\"==typeof t&&t==t&&a<=2147483647){for(;r<a;){var i=r+a>>>1,o=e[i];null!==o&&!uu(o)&&(n?o<=t:o<t)?r=i+1:a=i}return a}return ra(e,t,nl,n)}function ra(e,t,n,r){var i=0,o=null==e?0:e.length;if(0===o)return 0;for(var u=(t=n(t))!=t,l=null===t,s=uu(t),c=t===a;i<o;){var f=dt((i+o)/2),p=n(e[f]),d=p!==a,h=null===p,v=p==p,g=uu(p);if(u)var y=r||v;else y=c?v&&(r||d):l?v&&d&&(r||!h):s?v&&d&&!h&&(r||!g):!h&&!g&&(r?p<=t:p<t);y?i=f+1:o=f}return yn(o,4294967294)}function aa(e,t){for(var n=-1,r=e.length,a=0,i=[];++n<r;){var o=e[n],u=t?t(o):o;if(!n||!Uo(u,l)){var l=u;i[a++]=0===o?0:o}}return i}function ia(e){return\"number\"==typeof e?e:uu(e)?p:+e}function oa(e){if(\"string\"==typeof e)return e;if(Wo(e))return zt(e,oa)+\"\";if(uu(e))return Rn?Rn.call(e):\"\";var t=e+\"\";return\"0\"==t&&1/e==-1/0?\"-0\":t}function ua(e,t,n){var r=-1,a=Nt,i=e.length,o=!0,u=[],l=u;if(n)o=!1,a=Pt;else if(i>=200){var s=t?null:qa(e);if(s)return ln(s);o=!1,a=Zt,l=new qn}else l=t?[]:u;e:for(;++r<i;){var c=e[r],f=t?t(c):c;if(c=n||0!==c?c:0,o&&f==f){for(var p=l.length;p--;)if(l[p]===f)continue e;t&&l.push(f),u.push(c)}else a(l,f,n)||(l!==u&&l.push(f),u.push(c))}return u}function la(e,t){return null==(e=Si(e,t=ga(t,e)))||delete e[Fi(Yi(t))]}function sa(e,t,n,r){return Kr(e,t,n(wr(e,t)),r)}function ca(e,t,n,r){for(var a=e.length,i=r?a:-1;(r?i--:++i<a)&&t(e[i],i,e););return n?ea(e,r?0:i,r?i+1:a):ea(e,r?i+1:0,r?a:i)}function fa(e,t){var n=e;return n instanceof Bn&&(n=n.value()),Ot(t,(function(e,t){return t.func.apply(t.thisArg,Lt([e],t.args))}),n)}function pa(e,t,n){var a=e.length;if(a<2)return a?ua(e[0]):[];for(var i=-1,o=r(a);++i<a;)for(var u=e[i],l=-1;++l<a;)l!=i&&(o[i]=sr(o[i]||u,e[l],t,n));return ua(vr(o,1),t,n)}function da(e,t,n){for(var r=-1,i=e.length,o=t.length,u={};++r<i;){var l=r<o?t[r]:a;n(u,e[r],l)}return u}function ha(e){return qo(e)?e:[]}function va(e){return\"function\"==typeof e?e:nl}function ga(e,t){return Wo(e)?e:yi(e,t)?[e]:Ai(yu(e))}var ya=Qr;function ma(e,t,n){var r=e.length;return n=n===a?r:n,!t&&n>=r?e:ea(e,t,n)}var ba=ot||function(e){return ft.clearTimeout(e)};function _a(e,t){if(t)return e.slice();var n=e.length,r=We?We(n):new e.constructor(n);return e.copy(r),r}function wa(e){var t=new e.constructor(e.byteLength);return new Be(t).set(new Be(e)),t}function xa(e,t){var n=t?wa(e.buffer):e.buffer;return new e.constructor(n,e.byteOffset,e.length)}function ka(e,t){if(e!==t){var n=e!==a,r=null===e,i=e==e,o=uu(e),u=t!==a,l=null===t,s=t==t,c=uu(t);if(!l&&!c&&!o&&e>t||o&&u&&s&&!l&&!c||r&&u&&s||!n&&s||!i)return 1;if(!r&&!o&&!c&&e<t||c&&n&&i&&!r&&!o||l&&n&&i||!u&&i||!s)return-1}return 0}function Sa(e,t,n,a){for(var i=-1,o=e.length,u=n.length,l=-1,s=t.length,c=gn(o-u,0),f=r(s+c),p=!a;++l<s;)f[l]=t[l];for(;++i<u;)(p||i<o)&&(f[n[i]]=e[i]);for(;c--;)f[l++]=e[i++];return f}function Ea(e,t,n,a){for(var i=-1,o=e.length,u=-1,l=n.length,s=-1,c=t.length,f=gn(o-l,0),p=r(f+c),d=!a;++i<f;)p[i]=e[i];for(var h=i;++s<c;)p[h+s]=t[s];for(;++u<l;)(d||i<o)&&(p[h+n[u]]=e[i++]);return p}function Ca(e,t){var n=-1,a=e.length;for(t||(t=r(a));++n<a;)t[n]=e[n];return t}function Ta(e,t,n,r){var i=!n;n||(n={});for(var o=-1,u=t.length;++o<u;){var l=t[o],s=r?r(n[l],e[l],l,n,e):a;s===a&&(s=e[l]),i?rr(n,l,s):Jn(n,l,s)}return n}function Ma(e,t){return function(n,r){var a=Wo(n)?St:tr,i=t?t():{};return a(n,e,ii(r,2),i)}}function Na(e){return Qr((function(t,n){var r=-1,i=n.length,o=i>1?n[i-1]:a,u=i>2?n[2]:a;for(o=e.length>3&&\"function\"==typeof o?(i--,o):a,u&&gi(n[0],n[1],u)&&(o=i<3?a:o,i=1),t=Se(t);++r<i;){var l=n[r];l&&e(t,l,r,o)}return t}))}function Pa(e,t){return function(n,r){if(null==n)return n;if(!Ho(n))return e(n,r);for(var a=n.length,i=t?a:-1,o=Se(n);(t?i--:++i<a)&&!1!==r(o[i],i,o););return n}}function za(e){return function(t,n,r){for(var a=-1,i=Se(t),o=r(t),u=o.length;u--;){var l=o[e?u:++a];if(!1===n(i[l],l,i))break}return t}}function La(e){return function(t){var n=rn(t=yu(t))?fn(t):a,r=n?n[0]:t.charAt(0),i=n?ma(n,1).join(\"\"):t.slice(1);return r[e]()+i}}function Oa(e){return function(t){return Ot(Ku(Bu(t).replace(Ke,\"\")),e,\"\")}}function Aa(e){return function(){var t=arguments;switch(t.length){case 0:return new e;case 1:return new e(t[0]);case 2:return new e(t[0],t[1]);case 3:return new e(t[0],t[1],t[2]);case 4:return new e(t[0],t[1],t[2],t[3]);case 5:return new e(t[0],t[1],t[2],t[3],t[4]);case 6:return new e(t[0],t[1],t[2],t[3],t[4],t[5]);case 7:return new e(t[0],t[1],t[2],t[3],t[4],t[5],t[6])}var n=Un(e.prototype),r=e.apply(n,t);return Jo(r)?r:n}}function Fa(e){return function(t,n,r){var i=Se(t);if(!Ho(t)){var o=ii(n,3);t=Pu(t),n=function(e){return o(i[e],e,i)}}var u=e(t,n,r);return u>-1?i[o?t[u]:u]:a}}function Da(e){return Ja((function(t){var n=t.length,r=n,o=$n.prototype.thru;for(e&&t.reverse();r--;){var u=t[r];if(\"function\"!=typeof u)throw new Te(i);if(o&&!l&&\"wrapper\"==ri(u))var l=new $n([],!0)}for(r=l?r:n;++r<n;){var s=ri(u=t[r]),c=\"wrapper\"==s?ni(u):a;l=c&&mi(c[0])&&424==c[1]&&!c[4].length&&1==c[9]?l[ri(c[0])].apply(l,c[3]):1==u.length&&mi(u)?l[s]():l.thru(u)}return function(){var e=arguments,r=e[0];if(l&&1==e.length&&Wo(r))return l.plant(r).value();for(var a=0,i=n?t[a].apply(this,e):r;++a<n;)i=t[a].call(this,i);return i}}))}function Ra(e,t,n,i,o,u,l,c,f,p){var d=t&s,h=1&t,v=2&t,g=24&t,y=512&t,m=v?a:Aa(e);return function s(){for(var b=arguments.length,_=r(b),w=b;w--;)_[w]=arguments[w];if(g)var x=ai(s),k=function(e,t){for(var n=e.length,r=0;n--;)e[n]===t&&++r;return r}(_,x);if(i&&(_=Sa(_,i,o,g)),u&&(_=Ea(_,u,l,g)),b-=k,g&&b<p){var S=un(_,x);return Va(e,t,Ra,s.placeholder,n,_,S,c,f,p-b)}var E=h?n:this,C=v?E[e]:e;return b=_.length,c?_=function(e,t){for(var n=e.length,r=yn(t.length,n),i=Ca(e);r--;){var o=t[r];e[r]=vi(o,n)?i[o]:a}return e}(_,c):y&&b>1&&_.reverse(),d&&f<b&&(_.length=f),this&&this!==ft&&this instanceof s&&(C=m||Aa(C)),C.apply(E,_)}}function ja(e,t){return function(n,r){return function(e,t,n,r){return mr(e,(function(e,a,i){t(r,n(e),a,i)})),r}(n,e,t(r),{})}}function Ua(e,t){return function(n,r){var i;if(n===a&&r===a)return t;if(n!==a&&(i=n),r!==a){if(i===a)return r;\"string\"==typeof n||\"string\"==typeof r?(n=oa(n),r=oa(r)):(n=ia(n),r=ia(r)),i=e(n,r)}return i}}function Ia(e){return Ja((function(t){return t=zt(t,Gt(ii())),Qr((function(n){var r=this;return e(t,(function(e){return kt(e,r,n)}))}))}))}function $a(e,t){var n=(t=t===a?\" \":oa(t)).length;if(n<2)return n?qr(t,e):t;var r=qr(t,pt(e/cn(t)));return rn(t)?ma(fn(r),0,e).join(\"\"):r.slice(0,e)}function Ba(e){return function(t,n,i){return i&&\"number\"!=typeof i&&gi(t,n,i)&&(n=i=a),t=pu(t),n===a?(n=t,t=0):n=pu(n),function(e,t,n,a){for(var i=-1,o=gn(pt((t-e)/(n||1)),0),u=r(o);o--;)u[a?o:++i]=e,e+=n;return u}(t,n,i=i===a?t<n?1:-1:pu(i),e)}}function Wa(e){return function(t,n){return\"string\"==typeof t&&\"string\"==typeof n||(t=vu(t),n=vu(n)),e(t,n)}}function Va(e,t,n,r,i,o,u,s,c,f){var p=8&t;t|=p?l:64,4&(t&=~(p?64:l))||(t&=-4);var d=[e,t,i,p?o:a,p?u:a,p?a:o,p?a:u,s,c,f],h=n.apply(a,d);return mi(e)&&Ci(h,d),h.placeholder=r,Ni(h,e,t)}function Ha(e){var t=ke[e];return function(e,n){if(e=vu(e),(n=null==n?0:yn(du(n),292))&&Dt(e)){var r=(yu(e)+\"e\").split(\"e\");return+((r=(yu(t(r[0]+\"e\"+(+r[1]+n)))+\"e\").split(\"e\"))[0]+\"e\"+(+r[1]-n))}return t(e)}}var qa=En&&1/ln(new En([,-0]))[1]==c?function(e){return new En(e)}:ul;function Qa(e){return function(t){var n=fi(t);return n==x?an(t):n==T?sn(t):function(e,t){return zt(t,(function(t){return[t,e[t]]}))}(t,e(t))}}function Ya(e,t,n,o,c,f,p,d){var h=2&t;if(!h&&\"function\"!=typeof e)throw new Te(i);var v=o?o.length:0;if(v||(t&=-97,o=c=a),p=p===a?p:gn(du(p),0),d=d===a?d:du(d),v-=c?c.length:0,64&t){var g=o,y=c;o=c=a}var m=h?a:ni(e),b=[e,t,n,o,c,g,y,f,p,d];if(m&&function(e,t){var n=e[1],r=t[1],a=n|r,i=a<131,o=r==s&&8==n||r==s&&256==n&&e[7].length<=t[8]||384==r&&t[7].length<=t[8]&&8==n;if(!i&&!o)return e;1&r&&(e[2]=t[2],a|=1&n?0:4);var l=t[3];if(l){var c=e[3];e[3]=c?Sa(c,l,t[4]):l,e[4]=c?un(e[3],u):t[4]}(l=t[5])&&(c=e[5],e[5]=c?Ea(c,l,t[6]):l,e[6]=c?un(e[5],u):t[6]),(l=t[7])&&(e[7]=l),r&s&&(e[8]=null==e[8]?t[8]:yn(e[8],t[8])),null==e[9]&&(e[9]=t[9]),e[0]=t[0],e[1]=a}(b,m),e=b[0],t=b[1],n=b[2],o=b[3],c=b[4],!(d=b[9]=b[9]===a?h?0:e.length:gn(b[9]-v,0))&&24&t&&(t&=-25),t&&1!=t)_=8==t||16==t?function(e,t,n){var i=Aa(e);return function o(){for(var u=arguments.length,l=r(u),s=u,c=ai(o);s--;)l[s]=arguments[s];var f=u<3&&l[0]!==c&&l[u-1]!==c?[]:un(l,c);return(u-=f.length)<n?Va(e,t,Ra,o.placeholder,a,l,f,a,a,n-u):kt(this&&this!==ft&&this instanceof o?i:e,this,l)}}(e,t,d):t!=l&&33!=t||c.length?Ra.apply(a,b):function(e,t,n,a){var i=1&t,o=Aa(e);return function t(){for(var u=-1,l=arguments.length,s=-1,c=a.length,f=r(c+l),p=this&&this!==ft&&this instanceof t?o:e;++s<c;)f[s]=a[s];for(;l--;)f[s++]=arguments[++u];return kt(p,i?n:this,f)}}(e,t,n,o);else var _=function(e,t,n){var r=1&t,a=Aa(e);return function t(){return(this&&this!==ft&&this instanceof t?a:e).apply(r?n:this,arguments)}}(e,t,n);return Ni((m?Zr:Ci)(_,b),e,t)}function Ga(e,t,n,r){return e===a||Uo(e,Pe[n])&&!Oe.call(r,n)?t:e}function Ka(e,t,n,r,i,o){return Jo(e)&&Jo(t)&&(o.set(t,e),Ur(e,t,a,Ka,o),o.delete(t)),e}function Za(e){return ru(e)?a:e}function Xa(e,t,n,r,i,o){var u=1&n,l=e.length,s=t.length;if(l!=s&&!(u&&s>l))return!1;var c=o.get(e),f=o.get(t);if(c&&f)return c==t&&f==e;var p=-1,d=!0,h=2&n?new qn:a;for(o.set(e,t),o.set(t,e);++p<l;){var v=e[p],g=t[p];if(r)var y=u?r(g,v,p,t,e,o):r(v,g,p,e,t,o);if(y!==a){if(y)continue;d=!1;break}if(h){if(!Ft(t,(function(e,t){if(!Zt(h,t)&&(v===e||i(v,e,n,r,o)))return h.push(t)}))){d=!1;break}}else if(v!==g&&!i(v,g,n,r,o)){d=!1;break}}return o.delete(e),o.delete(t),d}function Ja(e){return Mi(ki(e,a,Wi),e+\"\")}function ei(e){return xr(e,Pu,si)}function ti(e){return xr(e,zu,ci)}var ni=Mn?function(e){return Mn.get(e)}:ul;function ri(e){for(var t=e.name+\"\",n=Nn[t],r=Oe.call(Nn,t)?n.length:0;r--;){var a=n[r],i=a.func;if(null==i||i==e)return a.name}return t}function ai(e){return(Oe.call(jn,\"placeholder\")?jn:e).placeholder}function ii(){var e=jn.iteratee||rl;return e=e===rl?Or:e,arguments.length?e(arguments[0],arguments[1]):e}function oi(e,t){var n,r,a=e.__data__;return(\"string\"==(r=typeof(n=t))||\"number\"==r||\"symbol\"==r||\"boolean\"==r?\"__proto__\"!==n:null===n)?a[\"string\"==typeof t?\"string\":\"hash\"]:a.map}function ui(e){for(var t=Pu(e),n=t.length;n--;){var r=t[n],a=e[r];t[n]=[r,a,wi(a)]}return t}function li(e,t){var n=function(e,t){return null==e?a:e[t]}(e,t);return Lr(n)?n:a}var si=vt?function(e){return null==e?[]:(e=Se(e),Mt(vt(e),(function(t){return qe.call(e,t)})))}:hl,ci=vt?function(e){for(var t=[];e;)Lt(t,si(e)),e=Ve(e);return t}:hl,fi=kr;function pi(e,t,n){for(var r=-1,a=(t=ga(t,e)).length,i=!1;++r<a;){var o=Fi(t[r]);if(!(i=null!=e&&n(e,o)))break;e=e[o]}return i||++r!=a?i:!!(a=null==e?0:e.length)&&Xo(a)&&vi(o,a)&&(Wo(e)||Bo(e))}function di(e){return\"function\"!=typeof e.constructor||_i(e)?{}:Un(Ve(e))}function hi(e){return Wo(e)||Bo(e)||!!(Ye&&e&&e[Ye])}function vi(e,t){var n=typeof e;return!!(t=null==t?f:t)&&(\"number\"==n||\"symbol\"!=n&&ye.test(e))&&e>-1&&e%1==0&&e<t}function gi(e,t,n){if(!Jo(n))return!1;var r=typeof t;return!!(\"number\"==r?Ho(n)&&vi(t,n.length):\"string\"==r&&t in n)&&Uo(n[t],e)}function yi(e,t){if(Wo(e))return!1;var n=typeof e;return!(\"number\"!=n&&\"symbol\"!=n&&\"boolean\"!=n&&null!=e&&!uu(e))||J.test(e)||!X.test(e)||null!=t&&e in Se(t)}function mi(e){var t=ri(e),n=jn[t];if(\"function\"!=typeof n||!(t in Bn.prototype))return!1;if(e===n)return!0;var r=ni(n);return!!r&&e===r[0]}(xn&&fi(new xn(new ArrayBuffer(1)))!=L||kn&&fi(new kn)!=x||Sn&&fi(Sn.resolve())!=E||En&&fi(new En)!=T||Cn&&fi(new Cn)!=P)&&(fi=function(e){var t=kr(e),n=t==S?e.constructor:a,r=n?Di(n):\"\";if(r)switch(r){case Pn:return L;case zn:return x;case Ln:return E;case On:return T;case An:return P}return t});var bi=ze?Ko:vl;function _i(e){var t=e&&e.constructor;return e===(\"function\"==typeof t&&t.prototype||Pe)}function wi(e){return e==e&&!Jo(e)}function xi(e,t){return function(n){return null!=n&&n[e]===t&&(t!==a||e in Se(n))}}function ki(e,t,n){return t=gn(t===a?e.length-1:t,0),function(){for(var a=arguments,i=-1,o=gn(a.length-t,0),u=r(o);++i<o;)u[i]=a[t+i];i=-1;for(var l=r(t+1);++i<t;)l[i]=a[i];return l[t]=n(u),kt(e,this,l)}}function Si(e,t){return t.length<2?e:wr(e,ea(t,0,-1))}function Ei(e,t){if((\"constructor\"!==t||\"function\"!=typeof e[t])&&\"__proto__\"!=t)return e[t]}var Ci=Pi(Zr),Ti=ct||function(e,t){return ft.setTimeout(e,t)},Mi=Pi(Xr);function Ni(e,t,n){var r=t+\"\";return Mi(e,function(e,t){var n=t.length;if(!n)return e;var r=n-1;return t[r]=(n>1?\"& \":\"\")+t[r],t=t.join(n>2?\", \":\" \"),e.replace(ie,\"{\\n/* [wrapped with \"+t+\"] */\\n\")}(r,function(e,t){return Et(h,(function(n){var r=\"_.\"+n[0];t&n[1]&&!Nt(e,r)&&e.push(r)})),e.sort()}(function(e){var t=e.match(oe);return t?t[1].split(ue):[]}(r),n)))}function Pi(e){var t=0,n=0;return function(){var r=mn(),i=16-(r-n);if(n=r,i>0){if(++t>=800)return arguments[0]}else t=0;return e.apply(a,arguments)}}function zi(e,t){var n=-1,r=e.length,i=r-1;for(t=t===a?r:t;++n<t;){var o=Hr(n,i),u=e[o];e[o]=e[n],e[n]=u}return e.length=t,e}var Li,Oi,Ai=(Li=Oo((function(e){var t=[];return 46===e.charCodeAt(0)&&t.push(\"\"),e.replace(ee,(function(e,n,r,a){t.push(r?a.replace(ce,\"$1\"):n||e)})),t}),(function(e){return 500===Oi.size&&Oi.clear(),e})),Oi=Li.cache,Li);function Fi(e){if(\"string\"==typeof e||uu(e))return e;var t=e+\"\";return\"0\"==t&&1/e==-1/0?\"-0\":t}function Di(e){if(null!=e){try{return Le.call(e)}catch(e){}try{return e+\"\"}catch(e){}}return\"\"}function Ri(e){if(e instanceof Bn)return e.clone();var t=new $n(e.__wrapped__,e.__chain__);return t.__actions__=Ca(e.__actions__),t.__index__=e.__index__,t.__values__=e.__values__,t}var ji=Qr((function(e,t){return qo(e)?sr(e,vr(t,1,qo,!0)):[]})),Ui=Qr((function(e,t){var n=Yi(t);return qo(n)&&(n=a),qo(e)?sr(e,vr(t,1,qo,!0),ii(n,2)):[]})),Ii=Qr((function(e,t){var n=Yi(t);return qo(n)&&(n=a),qo(e)?sr(e,vr(t,1,qo,!0),a,n):[]}));function $i(e,t,n){var r=null==e?0:e.length;if(!r)return-1;var a=null==n?0:du(n);return a<0&&(a=gn(r+a,0)),jt(e,ii(t,3),a)}function Bi(e,t,n){var r=null==e?0:e.length;if(!r)return-1;var i=r-1;return n!==a&&(i=du(n),i=n<0?gn(r+i,0):yn(i,r-1)),jt(e,ii(t,3),i,!0)}function Wi(e){return null!=e&&e.length?vr(e,1):[]}function Vi(e){return e&&e.length?e[0]:a}var Hi=Qr((function(e){var t=zt(e,ha);return t.length&&t[0]===e[0]?Tr(t):[]})),qi=Qr((function(e){var t=Yi(e),n=zt(e,ha);return t===Yi(n)?t=a:n.pop(),n.length&&n[0]===e[0]?Tr(n,ii(t,2)):[]})),Qi=Qr((function(e){var t=Yi(e),n=zt(e,ha);return(t=\"function\"==typeof t?t:a)&&n.pop(),n.length&&n[0]===e[0]?Tr(n,a,t):[]}));function Yi(e){var t=null==e?0:e.length;return t?e[t-1]:a}var Gi=Qr(Ki);function Ki(e,t){return e&&e.length&&t&&t.length?Wr(e,t):e}var Zi=Ja((function(e,t){var n=null==e?0:e.length,r=ar(e,t);return Vr(e,zt(t,(function(e){return vi(e,n)?+e:e})).sort(ka)),r}));function Xi(e){return null==e?e:wn.call(e)}var Ji=Qr((function(e){return ua(vr(e,1,qo,!0))})),eo=Qr((function(e){var t=Yi(e);return qo(t)&&(t=a),ua(vr(e,1,qo,!0),ii(t,2))})),to=Qr((function(e){var t=Yi(e);return t=\"function\"==typeof t?t:a,ua(vr(e,1,qo,!0),a,t)}));function no(e){if(!e||!e.length)return[];var t=0;return e=Mt(e,(function(e){if(qo(e))return t=gn(e.length,t),!0})),Qt(t,(function(t){return zt(e,Wt(t))}))}function ro(e,t){if(!e||!e.length)return[];var n=no(e);return null==t?n:zt(n,(function(e){return kt(t,a,e)}))}var ao=Qr((function(e,t){return qo(e)?sr(e,t):[]})),io=Qr((function(e){return pa(Mt(e,qo))})),oo=Qr((function(e){var t=Yi(e);return qo(t)&&(t=a),pa(Mt(e,qo),ii(t,2))})),uo=Qr((function(e){var t=Yi(e);return t=\"function\"==typeof t?t:a,pa(Mt(e,qo),a,t)})),lo=Qr(no),so=Qr((function(e){var t=e.length,n=t>1?e[t-1]:a;return n=\"function\"==typeof n?(e.pop(),n):a,ro(e,n)}));function co(e){var t=jn(e);return t.__chain__=!0,t}function fo(e,t){return t(e)}var po=Ja((function(e){var t=e.length,n=t?e[0]:0,r=this.__wrapped__,i=function(t){return ar(t,e)};return!(t>1||this.__actions__.length)&&r instanceof Bn&&vi(n)?((r=r.slice(n,+n+(t?1:0))).__actions__.push({func:fo,args:[i],thisArg:a}),new $n(r,this.__chain__).thru((function(e){return t&&!e.length&&e.push(a),e}))):this.thru(i)})),ho=Ma((function(e,t,n){Oe.call(e,n)?++e[n]:rr(e,n,1)})),vo=Fa($i),go=Fa(Bi);function yo(e,t){return(Wo(e)?Et:cr)(e,ii(t,3))}function mo(e,t){return(Wo(e)?Ct:fr)(e,ii(t,3))}var bo=Ma((function(e,t,n){Oe.call(e,n)?e[n].push(t):rr(e,n,[t])})),_o=Qr((function(e,t,n){var a=-1,i=\"function\"==typeof t,o=Ho(e)?r(e.length):[];return cr(e,(function(e){o[++a]=i?kt(t,e,n):Mr(e,t,n)})),o})),wo=Ma((function(e,t,n){rr(e,n,t)}));function xo(e,t){return(Wo(e)?zt:Dr)(e,ii(t,3))}var ko=Ma((function(e,t,n){e[n?0:1].push(t)}),(function(){return[[],[]]})),So=Qr((function(e,t){if(null==e)return[];var n=t.length;return n>1&&gi(e,t[0],t[1])?t=[]:n>2&&gi(t[0],t[1],t[2])&&(t=[t[0]]),$r(e,vr(t,1),[])})),Eo=st||function(){return ft.Date.now()};function Co(e,t,n){return t=n?a:t,t=e&&null==t?e.length:t,Ya(e,s,a,a,a,a,t)}function To(e,t){var n;if(\"function\"!=typeof t)throw new Te(i);return e=du(e),function(){return--e>0&&(n=t.apply(this,arguments)),e<=1&&(t=a),n}}var Mo=Qr((function(e,t,n){var r=1;if(n.length){var a=un(n,ai(Mo));r|=l}return Ya(e,r,t,n,a)})),No=Qr((function(e,t,n){var r=3;if(n.length){var a=un(n,ai(No));r|=l}return Ya(t,r,e,n,a)}));function Po(e,t,n){var r,o,u,l,s,c,f=0,p=!1,d=!1,h=!0;if(\"function\"!=typeof e)throw new Te(i);function v(t){var n=r,i=o;return r=o=a,f=t,l=e.apply(i,n)}function g(e){var n=e-c;return c===a||n>=t||n<0||d&&e-f>=u}function y(){var e=Eo();if(g(e))return m(e);s=Ti(y,function(e){var n=t-(e-c);return d?yn(n,u-(e-f)):n}(e))}function m(e){return s=a,h&&r?v(e):(r=o=a,l)}function b(){var e=Eo(),n=g(e);if(r=arguments,o=this,c=e,n){if(s===a)return function(e){return f=e,s=Ti(y,t),p?v(e):l}(c);if(d)return ba(s),s=Ti(y,t),v(c)}return s===a&&(s=Ti(y,t)),l}return t=vu(t)||0,Jo(n)&&(p=!!n.leading,u=(d=\"maxWait\"in n)?gn(vu(n.maxWait)||0,t):u,h=\"trailing\"in n?!!n.trailing:h),b.cancel=function(){s!==a&&ba(s),f=0,r=c=o=s=a},b.flush=function(){return s===a?l:m(Eo())},b}var zo=Qr((function(e,t){return lr(e,1,t)})),Lo=Qr((function(e,t,n){return lr(e,vu(t)||0,n)}));function Oo(e,t){if(\"function\"!=typeof e||null!=t&&\"function\"!=typeof t)throw new Te(i);var n=function(){var r=arguments,a=t?t.apply(this,r):r[0],i=n.cache;if(i.has(a))return i.get(a);var o=e.apply(this,r);return n.cache=i.set(a,o)||i,o};return n.cache=new(Oo.Cache||Hn),n}function Ao(e){if(\"function\"!=typeof e)throw new Te(i);return function(){var t=arguments;switch(t.length){case 0:return!e.call(this);case 1:return!e.call(this,t[0]);case 2:return!e.call(this,t[0],t[1]);case 3:return!e.call(this,t[0],t[1],t[2])}return!e.apply(this,t)}}Oo.Cache=Hn;var Fo=ya((function(e,t){var n=(t=1==t.length&&Wo(t[0])?zt(t[0],Gt(ii())):zt(vr(t,1),Gt(ii()))).length;return Qr((function(r){for(var a=-1,i=yn(r.length,n);++a<i;)r[a]=t[a].call(this,r[a]);return kt(e,this,r)}))})),Do=Qr((function(e,t){var n=un(t,ai(Do));return Ya(e,l,a,t,n)})),Ro=Qr((function(e,t){var n=un(t,ai(Ro));return Ya(e,64,a,t,n)})),jo=Ja((function(e,t){return Ya(e,256,a,a,a,t)}));function Uo(e,t){return e===t||e!=e&&t!=t}var Io=Wa(Sr),$o=Wa((function(e,t){return e>=t})),Bo=Nr(function(){return arguments}())?Nr:function(e){return eu(e)&&Oe.call(e,\"callee\")&&!qe.call(e,\"callee\")},Wo=r.isArray,Vo=yt?Gt(yt):function(e){return eu(e)&&kr(e)==z};function Ho(e){return null!=e&&Xo(e.length)&&!Ko(e)}function qo(e){return eu(e)&&Ho(e)}var Qo=gt||vl,Yo=mt?Gt(mt):function(e){return eu(e)&&kr(e)==m};function Go(e){if(!eu(e))return!1;var t=kr(e);return t==b||\"[object DOMException]\"==t||\"string\"==typeof e.message&&\"string\"==typeof e.name&&!ru(e)}function Ko(e){if(!Jo(e))return!1;var t=kr(e);return t==_||t==w||\"[object AsyncFunction]\"==t||\"[object Proxy]\"==t}function Zo(e){return\"number\"==typeof e&&e==du(e)}function Xo(e){return\"number\"==typeof e&&e>-1&&e%1==0&&e<=f}function Jo(e){var t=typeof e;return null!=e&&(\"object\"==t||\"function\"==t)}function eu(e){return null!=e&&\"object\"==typeof e}var tu=bt?Gt(bt):function(e){return eu(e)&&fi(e)==x};function nu(e){return\"number\"==typeof e||eu(e)&&kr(e)==k}function ru(e){if(!eu(e)||kr(e)!=S)return!1;var t=Ve(e);if(null===t)return!0;var n=Oe.call(t,\"constructor\")&&t.constructor;return\"function\"==typeof n&&n instanceof n&&Le.call(n)==Re}var au=_t?Gt(_t):function(e){return eu(e)&&kr(e)==C},iu=wt?Gt(wt):function(e){return eu(e)&&fi(e)==T};function ou(e){return\"string\"==typeof e||!Wo(e)&&eu(e)&&kr(e)==M}function uu(e){return\"symbol\"==typeof e||eu(e)&&kr(e)==N}var lu=xt?Gt(xt):function(e){return eu(e)&&Xo(e.length)&&!!at[kr(e)]},su=Wa(Fr),cu=Wa((function(e,t){return e<=t}));function fu(e){if(!e)return[];if(Ho(e))return ou(e)?fn(e):Ca(e);if(Ge&&e[Ge])return function(e){for(var t,n=[];!(t=e.next()).done;)n.push(t.value);return n}(e[Ge]());var t=fi(e);return(t==x?an:t==T?ln:Uu)(e)}function pu(e){return e?(e=vu(e))===c||e===-1/0?17976931348623157e292*(e<0?-1:1):e==e?e:0:0===e?e:0}function du(e){var t=pu(e),n=t%1;return t==t?n?t-n:t:0}function hu(e){return e?ir(du(e),0,d):0}function vu(e){if(\"number\"==typeof e)return e;if(uu(e))return p;if(Jo(e)){var t=\"function\"==typeof e.valueOf?e.valueOf():e;e=Jo(t)?t+\"\":t}if(\"string\"!=typeof e)return 0===e?e:+e;e=Yt(e);var n=he.test(e);return n||ge.test(e)?lt(e.slice(2),n?2:8):de.test(e)?p:+e}function gu(e){return Ta(e,zu(e))}function yu(e){return null==e?\"\":oa(e)}var mu=Na((function(e,t){if(_i(t)||Ho(t))Ta(t,Pu(t),e);else for(var n in t)Oe.call(t,n)&&Jn(e,n,t[n])})),bu=Na((function(e,t){Ta(t,zu(t),e)})),_u=Na((function(e,t,n,r){Ta(t,zu(t),e,r)})),wu=Na((function(e,t,n,r){Ta(t,Pu(t),e,r)})),xu=Ja(ar),ku=Qr((function(e,t){e=Se(e);var n=-1,r=t.length,i=r>2?t[2]:a;for(i&&gi(t[0],t[1],i)&&(r=1);++n<r;)for(var o=t[n],u=zu(o),l=-1,s=u.length;++l<s;){var c=u[l],f=e[c];(f===a||Uo(f,Pe[c])&&!Oe.call(e,c))&&(e[c]=o[c])}return e})),Su=Qr((function(e){return e.push(a,Ka),kt(Ou,a,e)}));function Eu(e,t,n){var r=null==e?a:wr(e,t);return r===a?n:r}function Cu(e,t){return null!=e&&pi(e,t,Cr)}var Tu=ja((function(e,t,n){null!=t&&\"function\"!=typeof t.toString&&(t=De.call(t)),e[t]=n}),Ju(nl)),Mu=ja((function(e,t,n){null!=t&&\"function\"!=typeof t.toString&&(t=De.call(t)),Oe.call(e,t)?e[t].push(n):e[t]=[n]}),ii),Nu=Qr(Mr);function Pu(e){return Ho(e)?Yn(e):Ar(e)}function zu(e){return Ho(e)?Yn(e,!0):function(e){if(!Jo(e))return function(e){var t=[];if(null!=e)for(var n in Se(e))t.push(n);return t}(e);var t=_i(e),n=[];for(var r in e)(\"constructor\"!=r||!t&&Oe.call(e,r))&&n.push(r);return n}(e)}var Lu=Na((function(e,t,n){Ur(e,t,n)})),Ou=Na((function(e,t,n,r){Ur(e,t,n,r)})),Au=Ja((function(e,t){var n={};if(null==e)return n;var r=!1;t=zt(t,(function(t){return t=ga(t,e),r||(r=t.length>1),t})),Ta(e,ti(e),n),r&&(n=or(n,7,Za));for(var a=t.length;a--;)la(n,t[a]);return n})),Fu=Ja((function(e,t){return null==e?{}:function(e,t){return Br(e,t,(function(t,n){return Cu(e,n)}))}(e,t)}));function Du(e,t){if(null==e)return{};var n=zt(ti(e),(function(e){return[e]}));return t=ii(t),Br(e,n,(function(e,n){return t(e,n[0])}))}var Ru=Qa(Pu),ju=Qa(zu);function Uu(e){return null==e?[]:Kt(e,Pu(e))}var Iu=Oa((function(e,t,n){return t=t.toLowerCase(),e+(n?$u(t):t)}));function $u(e){return Gu(yu(e).toLowerCase())}function Bu(e){return(e=yu(e))&&e.replace(me,en).replace(Ze,\"\")}var Wu=Oa((function(e,t,n){return e+(n?\"-\":\"\")+t.toLowerCase()})),Vu=Oa((function(e,t,n){return e+(n?\" \":\"\")+t.toLowerCase()})),Hu=La(\"toLowerCase\"),qu=Oa((function(e,t,n){return e+(n?\"_\":\"\")+t.toLowerCase()})),Qu=Oa((function(e,t,n){return e+(n?\" \":\"\")+Gu(t)})),Yu=Oa((function(e,t,n){return e+(n?\" \":\"\")+t.toUpperCase()})),Gu=La(\"toUpperCase\");function Ku(e,t,n){return e=yu(e),(t=n?a:t)===a?function(e){return tt.test(e)}(e)?function(e){return e.match(Je)||[]}(e):function(e){return e.match(le)||[]}(e):e.match(t)||[]}var Zu=Qr((function(e,t){try{return kt(e,a,t)}catch(e){return Go(e)?e:new we(e)}})),Xu=Ja((function(e,t){return Et(t,(function(t){t=Fi(t),rr(e,t,Mo(e[t],e))})),e}));function Ju(e){return function(){return e}}var el=Da(),tl=Da(!0);function nl(e){return e}function rl(e){return Or(\"function\"==typeof e?e:or(e,1))}var al=Qr((function(e,t){return function(n){return Mr(n,e,t)}})),il=Qr((function(e,t){return function(n){return Mr(e,n,t)}}));function ol(e,t,n){var r=Pu(t),a=_r(t,r);null!=n||Jo(t)&&(a.length||!r.length)||(n=t,t=e,e=this,a=_r(t,Pu(t)));var i=!(Jo(n)&&\"chain\"in n&&!n.chain),o=Ko(e);return Et(a,(function(n){var r=t[n];e[n]=r,o&&(e.prototype[n]=function(){var t=this.__chain__;if(i||t){var n=e(this.__wrapped__);return(n.__actions__=Ca(this.__actions__)).push({func:r,args:arguments,thisArg:e}),n.__chain__=t,n}return r.apply(e,Lt([this.value()],arguments))})})),e}function ul(){}var ll=Ia(zt),sl=Ia(Tt),cl=Ia(Ft);function fl(e){return yi(e)?Wt(Fi(e)):function(e){return function(t){return wr(t,e)}}(e)}var pl=Ba(),dl=Ba(!0);function hl(){return[]}function vl(){return!1}var gl,yl=Ua((function(e,t){return e+t}),0),ml=Ha(\"ceil\"),bl=Ua((function(e,t){return e/t}),1),_l=Ha(\"floor\"),wl=Ua((function(e,t){return e*t}),1),xl=Ha(\"round\"),kl=Ua((function(e,t){return e-t}),0);return jn.after=function(e,t){if(\"function\"!=typeof t)throw new Te(i);return e=du(e),function(){if(--e<1)return t.apply(this,arguments)}},jn.ary=Co,jn.assign=mu,jn.assignIn=bu,jn.assignInWith=_u,jn.assignWith=wu,jn.at=xu,jn.before=To,jn.bind=Mo,jn.bindAll=Xu,jn.bindKey=No,jn.castArray=function(){if(!arguments.length)return[];var e=arguments[0];return Wo(e)?e:[e]},jn.chain=co,jn.chunk=function(e,t,n){t=(n?gi(e,t,n):t===a)?1:gn(du(t),0);var i=null==e?0:e.length;if(!i||t<1)return[];for(var o=0,u=0,l=r(pt(i/t));o<i;)l[u++]=ea(e,o,o+=t);return l},jn.compact=function(e){for(var t=-1,n=null==e?0:e.length,r=0,a=[];++t<n;){var i=e[t];i&&(a[r++]=i)}return a},jn.concat=function(){var e=arguments.length;if(!e)return[];for(var t=r(e-1),n=arguments[0],a=e;a--;)t[a-1]=arguments[a];return Lt(Wo(n)?Ca(n):[n],vr(t,1))},jn.cond=function(e){var t=null==e?0:e.length,n=ii();return e=t?zt(e,(function(e){if(\"function\"!=typeof e[1])throw new Te(i);return[n(e[0]),e[1]]})):[],Qr((function(n){for(var r=-1;++r<t;){var a=e[r];if(kt(a[0],this,n))return kt(a[1],this,n)}}))},jn.conforms=function(e){return function(e){var t=Pu(e);return function(n){return ur(n,e,t)}}(or(e,1))},jn.constant=Ju,jn.countBy=ho,jn.create=function(e,t){var n=Un(e);return null==t?n:nr(n,t)},jn.curry=function e(t,n,r){var i=Ya(t,8,a,a,a,a,a,n=r?a:n);return i.placeholder=e.placeholder,i},jn.curryRight=function e(t,n,r){var i=Ya(t,16,a,a,a,a,a,n=r?a:n);return i.placeholder=e.placeholder,i},jn.debounce=Po,jn.defaults=ku,jn.defaultsDeep=Su,jn.defer=zo,jn.delay=Lo,jn.difference=ji,jn.differenceBy=Ui,jn.differenceWith=Ii,jn.drop=function(e,t,n){var r=null==e?0:e.length;return r?ea(e,(t=n||t===a?1:du(t))<0?0:t,r):[]},jn.dropRight=function(e,t,n){var r=null==e?0:e.length;return r?ea(e,0,(t=r-(t=n||t===a?1:du(t)))<0?0:t):[]},jn.dropRightWhile=function(e,t){return e&&e.length?ca(e,ii(t,3),!0,!0):[]},jn.dropWhile=function(e,t){return e&&e.length?ca(e,ii(t,3),!0):[]},jn.fill=function(e,t,n,r){var i=null==e?0:e.length;return i?(n&&\"number\"!=typeof n&&gi(e,t,n)&&(n=0,r=i),function(e,t,n,r){var i=e.length;for((n=du(n))<0&&(n=-n>i?0:i+n),(r=r===a||r>i?i:du(r))<0&&(r+=i),r=n>r?0:hu(r);n<r;)e[n++]=t;return e}(e,t,n,r)):[]},jn.filter=function(e,t){return(Wo(e)?Mt:hr)(e,ii(t,3))},jn.flatMap=function(e,t){return vr(xo(e,t),1)},jn.flatMapDeep=function(e,t){return vr(xo(e,t),c)},jn.flatMapDepth=function(e,t,n){return n=n===a?1:du(n),vr(xo(e,t),n)},jn.flatten=Wi,jn.flattenDeep=function(e){return null!=e&&e.length?vr(e,c):[]},jn.flattenDepth=function(e,t){return null!=e&&e.length?vr(e,t=t===a?1:du(t)):[]},jn.flip=function(e){return Ya(e,512)},jn.flow=el,jn.flowRight=tl,jn.fromPairs=function(e){for(var t=-1,n=null==e?0:e.length,r={};++t<n;){var a=e[t];r[a[0]]=a[1]}return r},jn.functions=function(e){return null==e?[]:_r(e,Pu(e))},jn.functionsIn=function(e){return null==e?[]:_r(e,zu(e))},jn.groupBy=bo,jn.initial=function(e){return null!=e&&e.length?ea(e,0,-1):[]},jn.intersection=Hi,jn.intersectionBy=qi,jn.intersectionWith=Qi,jn.invert=Tu,jn.invertBy=Mu,jn.invokeMap=_o,jn.iteratee=rl,jn.keyBy=wo,jn.keys=Pu,jn.keysIn=zu,jn.map=xo,jn.mapKeys=function(e,t){var n={};return t=ii(t,3),mr(e,(function(e,r,a){rr(n,t(e,r,a),e)})),n},jn.mapValues=function(e,t){var n={};return t=ii(t,3),mr(e,(function(e,r,a){rr(n,r,t(e,r,a))})),n},jn.matches=function(e){return Rr(or(e,1))},jn.matchesProperty=function(e,t){return jr(e,or(t,1))},jn.memoize=Oo,jn.merge=Lu,jn.mergeWith=Ou,jn.method=al,jn.methodOf=il,jn.mixin=ol,jn.negate=Ao,jn.nthArg=function(e){return e=du(e),Qr((function(t){return Ir(t,e)}))},jn.omit=Au,jn.omitBy=function(e,t){return Du(e,Ao(ii(t)))},jn.once=function(e){return To(2,e)},jn.orderBy=function(e,t,n,r){return null==e?[]:(Wo(t)||(t=null==t?[]:[t]),Wo(n=r?a:n)||(n=null==n?[]:[n]),$r(e,t,n))},jn.over=ll,jn.overArgs=Fo,jn.overEvery=sl,jn.overSome=cl,jn.partial=Do,jn.partialRight=Ro,jn.partition=ko,jn.pick=Fu,jn.pickBy=Du,jn.property=fl,jn.propertyOf=function(e){return function(t){return null==e?a:wr(e,t)}},jn.pull=Gi,jn.pullAll=Ki,jn.pullAllBy=function(e,t,n){return e&&e.length&&t&&t.length?Wr(e,t,ii(n,2)):e},jn.pullAllWith=function(e,t,n){return e&&e.length&&t&&t.length?Wr(e,t,a,n):e},jn.pullAt=Zi,jn.range=pl,jn.rangeRight=dl,jn.rearg=jo,jn.reject=function(e,t){return(Wo(e)?Mt:hr)(e,Ao(ii(t,3)))},jn.remove=function(e,t){var n=[];if(!e||!e.length)return n;var r=-1,a=[],i=e.length;for(t=ii(t,3);++r<i;){var o=e[r];t(o,r,e)&&(n.push(o),a.push(r))}return Vr(e,a),n},jn.rest=function(e,t){if(\"function\"!=typeof e)throw new Te(i);return Qr(e,t=t===a?t:du(t))},jn.reverse=Xi,jn.sampleSize=function(e,t,n){return t=(n?gi(e,t,n):t===a)?1:du(t),(Wo(e)?Kn:Gr)(e,t)},jn.set=function(e,t,n){return null==e?e:Kr(e,t,n)},jn.setWith=function(e,t,n,r){return r=\"function\"==typeof r?r:a,null==e?e:Kr(e,t,n,r)},jn.shuffle=function(e){return(Wo(e)?Zn:Jr)(e)},jn.slice=function(e,t,n){var r=null==e?0:e.length;return r?(n&&\"number\"!=typeof n&&gi(e,t,n)?(t=0,n=r):(t=null==t?0:du(t),n=n===a?r:du(n)),ea(e,t,n)):[]},jn.sortBy=So,jn.sortedUniq=function(e){return e&&e.length?aa(e):[]},jn.sortedUniqBy=function(e,t){return e&&e.length?aa(e,ii(t,2)):[]},jn.split=function(e,t,n){return n&&\"number\"!=typeof n&&gi(e,t,n)&&(t=n=a),(n=n===a?d:n>>>0)?(e=yu(e))&&(\"string\"==typeof t||null!=t&&!au(t))&&!(t=oa(t))&&rn(e)?ma(fn(e),0,n):e.split(t,n):[]},jn.spread=function(e,t){if(\"function\"!=typeof e)throw new Te(i);return t=null==t?0:gn(du(t),0),Qr((function(n){var r=n[t],a=ma(n,0,t);return r&&Lt(a,r),kt(e,this,a)}))},jn.tail=function(e){var t=null==e?0:e.length;return t?ea(e,1,t):[]},jn.take=function(e,t,n){return e&&e.length?ea(e,0,(t=n||t===a?1:du(t))<0?0:t):[]},jn.takeRight=function(e,t,n){var r=null==e?0:e.length;return r?ea(e,(t=r-(t=n||t===a?1:du(t)))<0?0:t,r):[]},jn.takeRightWhile=function(e,t){return e&&e.length?ca(e,ii(t,3),!1,!0):[]},jn.takeWhile=function(e,t){return e&&e.length?ca(e,ii(t,3)):[]},jn.tap=function(e,t){return t(e),e},jn.throttle=function(e,t,n){var r=!0,a=!0;if(\"function\"!=typeof e)throw new Te(i);return Jo(n)&&(r=\"leading\"in n?!!n.leading:r,a=\"trailing\"in n?!!n.trailing:a),Po(e,t,{leading:r,maxWait:t,trailing:a})},jn.thru=fo,jn.toArray=fu,jn.toPairs=Ru,jn.toPairsIn=ju,jn.toPath=function(e){return Wo(e)?zt(e,Fi):uu(e)?[e]:Ca(Ai(yu(e)))},jn.toPlainObject=gu,jn.transform=function(e,t,n){var r=Wo(e),a=r||Qo(e)||lu(e);if(t=ii(t,4),null==n){var i=e&&e.constructor;n=a?r?new i:[]:Jo(e)&&Ko(i)?Un(Ve(e)):{}}return(a?Et:mr)(e,(function(e,r,a){return t(n,e,r,a)})),n},jn.unary=function(e){return Co(e,1)},jn.union=Ji,jn.unionBy=eo,jn.unionWith=to,jn.uniq=function(e){return e&&e.length?ua(e):[]},jn.uniqBy=function(e,t){return e&&e.length?ua(e,ii(t,2)):[]},jn.uniqWith=function(e,t){return t=\"function\"==typeof t?t:a,e&&e.length?ua(e,a,t):[]},jn.unset=function(e,t){return null==e||la(e,t)},jn.unzip=no,jn.unzipWith=ro,jn.update=function(e,t,n){return null==e?e:sa(e,t,va(n))},jn.updateWith=function(e,t,n,r){return r=\"function\"==typeof r?r:a,null==e?e:sa(e,t,va(n),r)},jn.values=Uu,jn.valuesIn=function(e){return null==e?[]:Kt(e,zu(e))},jn.without=ao,jn.words=Ku,jn.wrap=function(e,t){return Do(va(t),e)},jn.xor=io,jn.xorBy=oo,jn.xorWith=uo,jn.zip=lo,jn.zipObject=function(e,t){return da(e||[],t||[],Jn)},jn.zipObjectDeep=function(e,t){return da(e||[],t||[],Kr)},jn.zipWith=so,jn.entries=Ru,jn.entriesIn=ju,jn.extend=bu,jn.extendWith=_u,ol(jn,jn),jn.add=yl,jn.attempt=Zu,jn.camelCase=Iu,jn.capitalize=$u,jn.ceil=ml,jn.clamp=function(e,t,n){return n===a&&(n=t,t=a),n!==a&&(n=(n=vu(n))==n?n:0),t!==a&&(t=(t=vu(t))==t?t:0),ir(vu(e),t,n)},jn.clone=function(e){return or(e,4)},jn.cloneDeep=function(e){return or(e,5)},jn.cloneDeepWith=function(e,t){return or(e,5,t=\"function\"==typeof t?t:a)},jn.cloneWith=function(e,t){return or(e,4,t=\"function\"==typeof t?t:a)},jn.conformsTo=function(e,t){return null==t||ur(e,t,Pu(t))},jn.deburr=Bu,jn.defaultTo=function(e,t){return null==e||e!=e?t:e},jn.divide=bl,jn.endsWith=function(e,t,n){e=yu(e),t=oa(t);var r=e.length,i=n=n===a?r:ir(du(n),0,r);return(n-=t.length)>=0&&e.slice(n,i)==t},jn.eq=Uo,jn.escape=function(e){return(e=yu(e))&&Y.test(e)?e.replace(q,tn):e},jn.escapeRegExp=function(e){return(e=yu(e))&&ne.test(e)?e.replace(te,\"\\\\$&\"):e},jn.every=function(e,t,n){var r=Wo(e)?Tt:pr;return n&&gi(e,t,n)&&(t=a),r(e,ii(t,3))},jn.find=vo,jn.findIndex=$i,jn.findKey=function(e,t){return Rt(e,ii(t,3),mr)},jn.findLast=go,jn.findLastIndex=Bi,jn.findLastKey=function(e,t){return Rt(e,ii(t,3),br)},jn.floor=_l,jn.forEach=yo,jn.forEachRight=mo,jn.forIn=function(e,t){return null==e?e:gr(e,ii(t,3),zu)},jn.forInRight=function(e,t){return null==e?e:yr(e,ii(t,3),zu)},jn.forOwn=function(e,t){return e&&mr(e,ii(t,3))},jn.forOwnRight=function(e,t){return e&&br(e,ii(t,3))},jn.get=Eu,jn.gt=Io,jn.gte=$o,jn.has=function(e,t){return null!=e&&pi(e,t,Er)},jn.hasIn=Cu,jn.head=Vi,jn.identity=nl,jn.includes=function(e,t,n,r){e=Ho(e)?e:Uu(e),n=n&&!r?du(n):0;var a=e.length;return n<0&&(n=gn(a+n,0)),ou(e)?n<=a&&e.indexOf(t,n)>-1:!!a&&Ut(e,t,n)>-1},jn.indexOf=function(e,t,n){var r=null==e?0:e.length;if(!r)return-1;var a=null==n?0:du(n);return a<0&&(a=gn(r+a,0)),Ut(e,t,a)},jn.inRange=function(e,t,n){return t=pu(t),n===a?(n=t,t=0):n=pu(n),function(e,t,n){return e>=yn(t,n)&&e<gn(t,n)}(e=vu(e),t,n)},jn.invoke=Nu,jn.isArguments=Bo,jn.isArray=Wo,jn.isArrayBuffer=Vo,jn.isArrayLike=Ho,jn.isArrayLikeObject=qo,jn.isBoolean=function(e){return!0===e||!1===e||eu(e)&&kr(e)==y},jn.isBuffer=Qo,jn.isDate=Yo,jn.isElement=function(e){return eu(e)&&1===e.nodeType&&!ru(e)},jn.isEmpty=function(e){if(null==e)return!0;if(Ho(e)&&(Wo(e)||\"string\"==typeof e||\"function\"==typeof e.splice||Qo(e)||lu(e)||Bo(e)))return!e.length;var t=fi(e);if(t==x||t==T)return!e.size;if(_i(e))return!Ar(e).length;for(var n in e)if(Oe.call(e,n))return!1;return!0},jn.isEqual=function(e,t){return Pr(e,t)},jn.isEqualWith=function(e,t,n){var r=(n=\"function\"==typeof n?n:a)?n(e,t):a;return r===a?Pr(e,t,a,n):!!r},jn.isError=Go,jn.isFinite=function(e){return\"number\"==typeof e&&Dt(e)},jn.isFunction=Ko,jn.isInteger=Zo,jn.isLength=Xo,jn.isMap=tu,jn.isMatch=function(e,t){return e===t||zr(e,t,ui(t))},jn.isMatchWith=function(e,t,n){return n=\"function\"==typeof n?n:a,zr(e,t,ui(t),n)},jn.isNaN=function(e){return nu(e)&&e!=+e},jn.isNative=function(e){if(bi(e))throw new we(\"Unsupported core-js use. Try https://npms.io/search?q=ponyfill.\");return Lr(e)},jn.isNil=function(e){return null==e},jn.isNull=function(e){return null===e},jn.isNumber=nu,jn.isObject=Jo,jn.isObjectLike=eu,jn.isPlainObject=ru,jn.isRegExp=au,jn.isSafeInteger=function(e){return Zo(e)&&e>=-9007199254740991&&e<=f},jn.isSet=iu,jn.isString=ou,jn.isSymbol=uu,jn.isTypedArray=lu,jn.isUndefined=function(e){return e===a},jn.isWeakMap=function(e){return eu(e)&&fi(e)==P},jn.isWeakSet=function(e){return eu(e)&&\"[object WeakSet]\"==kr(e)},jn.join=function(e,t){return null==e?\"\":Vt.call(e,t)},jn.kebabCase=Wu,jn.last=Yi,jn.lastIndexOf=function(e,t,n){var r=null==e?0:e.length;if(!r)return-1;var i=r;return n!==a&&(i=(i=du(n))<0?gn(r+i,0):yn(i,r-1)),t==t?function(e,t,n){for(var r=n+1;r--;)if(e[r]===t)return r;return r}(e,t,i):jt(e,$t,i,!0)},jn.lowerCase=Vu,jn.lowerFirst=Hu,jn.lt=su,jn.lte=cu,jn.max=function(e){return e&&e.length?dr(e,nl,Sr):a},jn.maxBy=function(e,t){return e&&e.length?dr(e,ii(t,2),Sr):a},jn.mean=function(e){return Bt(e,nl)},jn.meanBy=function(e,t){return Bt(e,ii(t,2))},jn.min=function(e){return e&&e.length?dr(e,nl,Fr):a},jn.minBy=function(e,t){return e&&e.length?dr(e,ii(t,2),Fr):a},jn.stubArray=hl,jn.stubFalse=vl,jn.stubObject=function(){return{}},jn.stubString=function(){return\"\"},jn.stubTrue=function(){return!0},jn.multiply=wl,jn.nth=function(e,t){return e&&e.length?Ir(e,du(t)):a},jn.noConflict=function(){return ft._===this&&(ft._=je),this},jn.noop=ul,jn.now=Eo,jn.pad=function(e,t,n){e=yu(e);var r=(t=du(t))?cn(e):0;if(!t||r>=t)return e;var a=(t-r)/2;return $a(dt(a),n)+e+$a(pt(a),n)},jn.padEnd=function(e,t,n){e=yu(e);var r=(t=du(t))?cn(e):0;return t&&r<t?e+$a(t-r,n):e},jn.padStart=function(e,t,n){e=yu(e);var r=(t=du(t))?cn(e):0;return t&&r<t?$a(t-r,n)+e:e},jn.parseInt=function(e,t,n){return n||null==t?t=0:t&&(t=+t),bn(yu(e).replace(re,\"\"),t||0)},jn.random=function(e,t,n){if(n&&\"boolean\"!=typeof n&&gi(e,t,n)&&(t=n=a),n===a&&(\"boolean\"==typeof t?(n=t,t=a):\"boolean\"==typeof e&&(n=e,e=a)),e===a&&t===a?(e=0,t=1):(e=pu(e),t===a?(t=e,e=0):t=pu(t)),e>t){var r=e;e=t,t=r}if(n||e%1||t%1){var i=_n();return yn(e+i*(t-e+ut(\"1e-\"+((i+\"\").length-1))),t)}return Hr(e,t)},jn.reduce=function(e,t,n){var r=Wo(e)?Ot:Ht,a=arguments.length<3;return r(e,ii(t,4),n,a,cr)},jn.reduceRight=function(e,t,n){var r=Wo(e)?At:Ht,a=arguments.length<3;return r(e,ii(t,4),n,a,fr)},jn.repeat=function(e,t,n){return t=(n?gi(e,t,n):t===a)?1:du(t),qr(yu(e),t)},jn.replace=function(){var e=arguments,t=yu(e[0]);return e.length<3?t:t.replace(e[1],e[2])},jn.result=function(e,t,n){var r=-1,i=(t=ga(t,e)).length;for(i||(i=1,e=a);++r<i;){var o=null==e?a:e[Fi(t[r])];o===a&&(r=i,o=n),e=Ko(o)?o.call(e):o}return e},jn.round=xl,jn.runInContext=e,jn.sample=function(e){return(Wo(e)?Gn:Yr)(e)},jn.size=function(e){if(null==e)return 0;if(Ho(e))return ou(e)?cn(e):e.length;var t=fi(e);return t==x||t==T?e.size:Ar(e).length},jn.snakeCase=qu,jn.some=function(e,t,n){var r=Wo(e)?Ft:ta;return n&&gi(e,t,n)&&(t=a),r(e,ii(t,3))},jn.sortedIndex=function(e,t){return na(e,t)},jn.sortedIndexBy=function(e,t,n){return ra(e,t,ii(n,2))},jn.sortedIndexOf=function(e,t){var n=null==e?0:e.length;if(n){var r=na(e,t);if(r<n&&Uo(e[r],t))return r}return-1},jn.sortedLastIndex=function(e,t){return na(e,t,!0)},jn.sortedLastIndexBy=function(e,t,n){return ra(e,t,ii(n,2),!0)},jn.sortedLastIndexOf=function(e,t){if(null!=e&&e.length){var n=na(e,t,!0)-1;if(Uo(e[n],t))return n}return-1},jn.startCase=Qu,jn.startsWith=function(e,t,n){return e=yu(e),n=null==n?0:ir(du(n),0,e.length),t=oa(t),e.slice(n,n+t.length)==t},jn.subtract=kl,jn.sum=function(e){return e&&e.length?qt(e,nl):0},jn.sumBy=function(e,t){return e&&e.length?qt(e,ii(t,2)):0},jn.template=function(e,t,n){var r=jn.templateSettings;n&&gi(e,t,n)&&(t=a),e=yu(e),t=_u({},t,r,Ga);var i,o,u=_u({},t.imports,r.imports,Ga),l=Pu(u),s=Kt(u,l),c=0,f=t.interpolate||be,p=\"__p += '\",d=Ee((t.escape||be).source+\"|\"+f.source+\"|\"+(f===Z?fe:be).source+\"|\"+(t.evaluate||be).source+\"|$\",\"g\"),h=\"//# sourceURL=\"+(Oe.call(t,\"sourceURL\")?(t.sourceURL+\"\").replace(/\\s/g,\" \"):\"lodash.templateSources[\"+ ++rt+\"]\")+\"\\n\";e.replace(d,(function(t,n,r,a,u,l){return r||(r=a),p+=e.slice(c,l).replace(_e,nn),n&&(i=!0,p+=\"' +\\n__e(\"+n+\") +\\n'\"),u&&(o=!0,p+=\"';\\n\"+u+\";\\n__p += '\"),r&&(p+=\"' +\\n((__t = (\"+r+\")) == null ? '' : __t) +\\n'\"),c=l+t.length,t})),p+=\"';\\n\";var v=Oe.call(t,\"variable\")&&t.variable;if(v){if(se.test(v))throw new we(\"Invalid `variable` option passed into `_.template`\")}else p=\"with (obj) {\\n\"+p+\"\\n}\\n\";p=(o?p.replace(B,\"\"):p).replace(W,\"$1\").replace(V,\"$1;\"),p=\"function(\"+(v||\"obj\")+\") {\\n\"+(v?\"\":\"obj || (obj = {});\\n\")+\"var __t, __p = ''\"+(i?\", __e = _.escape\":\"\")+(o?\", __j = Array.prototype.join;\\nfunction print() { __p += __j.call(arguments, '') }\\n\":\";\\n\")+p+\"return __p\\n}\";var g=Zu((function(){return xe(l,h+\"return \"+p).apply(a,s)}));if(g.source=p,Go(g))throw g;return g},jn.times=function(e,t){if((e=du(e))<1||e>f)return[];var n=d,r=yn(e,d);t=ii(t),e-=d;for(var a=Qt(r,t);++n<e;)t(n);return a},jn.toFinite=pu,jn.toInteger=du,jn.toLength=hu,jn.toLower=function(e){return yu(e).toLowerCase()},jn.toNumber=vu,jn.toSafeInteger=function(e){return e?ir(du(e),-9007199254740991,f):0===e?e:0},jn.toString=yu,jn.toUpper=function(e){return yu(e).toUpperCase()},jn.trim=function(e,t,n){if((e=yu(e))&&(n||t===a))return Yt(e);if(!e||!(t=oa(t)))return e;var r=fn(e),i=fn(t);return ma(r,Xt(r,i),Jt(r,i)+1).join(\"\")},jn.trimEnd=function(e,t,n){if((e=yu(e))&&(n||t===a))return e.slice(0,pn(e)+1);if(!e||!(t=oa(t)))return e;var r=fn(e);return ma(r,0,Jt(r,fn(t))+1).join(\"\")},jn.trimStart=function(e,t,n){if((e=yu(e))&&(n||t===a))return e.replace(re,\"\");if(!e||!(t=oa(t)))return e;var r=fn(e);return ma(r,Xt(r,fn(t))).join(\"\")},jn.truncate=function(e,t){var n=30,r=\"...\";if(Jo(t)){var i=\"separator\"in t?t.separator:i;n=\"length\"in t?du(t.length):n,r=\"omission\"in t?oa(t.omission):r}var o=(e=yu(e)).length;if(rn(e)){var u=fn(e);o=u.length}if(n>=o)return e;var l=n-cn(r);if(l<1)return r;var s=u?ma(u,0,l).join(\"\"):e.slice(0,l);if(i===a)return s+r;if(u&&(l+=s.length-l),au(i)){if(e.slice(l).search(i)){var c,f=s;for(i.global||(i=Ee(i.source,yu(pe.exec(i))+\"g\")),i.lastIndex=0;c=i.exec(f);)var p=c.index;s=s.slice(0,p===a?l:p)}}else if(e.indexOf(oa(i),l)!=l){var d=s.lastIndexOf(i);d>-1&&(s=s.slice(0,d))}return s+r},jn.unescape=function(e){return(e=yu(e))&&Q.test(e)?e.replace(H,dn):e},jn.uniqueId=function(e){var t=++Ae;return yu(e)+t},jn.upperCase=Yu,jn.upperFirst=Gu,jn.each=yo,jn.eachRight=mo,jn.first=Vi,ol(jn,(gl={},mr(jn,(function(e,t){Oe.call(jn.prototype,t)||(gl[t]=e)})),gl),{chain:!1}),jn.VERSION=\"4.17.21\",Et([\"bind\",\"bindKey\",\"curry\",\"curryRight\",\"partial\",\"partialRight\"],(function(e){jn[e].placeholder=jn})),Et([\"drop\",\"take\"],(function(e,t){Bn.prototype[e]=function(n){n=n===a?1:gn(du(n),0);var r=this.__filtered__&&!t?new Bn(this):this.clone();return r.__filtered__?r.__takeCount__=yn(n,r.__takeCount__):r.__views__.push({size:yn(n,d),type:e+(r.__dir__<0?\"Right\":\"\")}),r},Bn.prototype[e+\"Right\"]=function(t){return this.reverse()[e](t).reverse()}})),Et([\"filter\",\"map\",\"takeWhile\"],(function(e,t){var n=t+1,r=1==n||3==n;Bn.prototype[e]=function(e){var t=this.clone();return t.__iteratees__.push({iteratee:ii(e,3),type:n}),t.__filtered__=t.__filtered__||r,t}})),Et([\"head\",\"last\"],(function(e,t){var n=\"take\"+(t?\"Right\":\"\");Bn.prototype[e]=function(){return this[n](1).value()[0]}})),Et([\"initial\",\"tail\"],(function(e,t){var n=\"drop\"+(t?\"\":\"Right\");Bn.prototype[e]=function(){return this.__filtered__?new Bn(this):this[n](1)}})),Bn.prototype.compact=function(){return this.filter(nl)},Bn.prototype.find=function(e){return this.filter(e).head()},Bn.prototype.findLast=function(e){return this.reverse().find(e)},Bn.prototype.invokeMap=Qr((function(e,t){return\"function\"==typeof e?new Bn(this):this.map((function(n){return Mr(n,e,t)}))})),Bn.prototype.reject=function(e){return this.filter(Ao(ii(e)))},Bn.prototype.slice=function(e,t){e=du(e);var n=this;return n.__filtered__&&(e>0||t<0)?new Bn(n):(e<0?n=n.takeRight(-e):e&&(n=n.drop(e)),t!==a&&(n=(t=du(t))<0?n.dropRight(-t):n.take(t-e)),n)},Bn.prototype.takeRightWhile=function(e){return this.reverse().takeWhile(e).reverse()},Bn.prototype.toArray=function(){return this.take(d)},mr(Bn.prototype,(function(e,t){var n=/^(?:filter|find|map|reject)|While$/.test(t),r=/^(?:head|last)$/.test(t),i=jn[r?\"take\"+(\"last\"==t?\"Right\":\"\"):t],o=r||/^find/.test(t);i&&(jn.prototype[t]=function(){var t=this.__wrapped__,u=r?[1]:arguments,l=t instanceof Bn,s=u[0],c=l||Wo(t),f=function(e){var t=i.apply(jn,Lt([e],u));return r&&p?t[0]:t};c&&n&&\"function\"==typeof s&&1!=s.length&&(l=c=!1);var p=this.__chain__,d=!!this.__actions__.length,h=o&&!p,v=l&&!d;if(!o&&c){t=v?t:new Bn(this);var g=e.apply(t,u);return g.__actions__.push({func:fo,args:[f],thisArg:a}),new $n(g,p)}return h&&v?e.apply(this,u):(g=this.thru(f),h?r?g.value()[0]:g.value():g)})})),Et([\"pop\",\"push\",\"shift\",\"sort\",\"splice\",\"unshift\"],(function(e){var t=Me[e],n=/^(?:push|sort|unshift)$/.test(e)?\"tap\":\"thru\",r=/^(?:pop|shift)$/.test(e);jn.prototype[e]=function(){var e=arguments;if(r&&!this.__chain__){var a=this.value();return t.apply(Wo(a)?a:[],e)}return this[n]((function(n){return t.apply(Wo(n)?n:[],e)}))}})),mr(Bn.prototype,(function(e,t){var n=jn[t];if(n){var r=n.name+\"\";Oe.call(Nn,r)||(Nn[r]=[]),Nn[r].push({name:t,func:n})}})),Nn[Ra(a,2).name]=[{name:\"wrapper\",func:a}],Bn.prototype.clone=function(){var e=new Bn(this.__wrapped__);return e.__actions__=Ca(this.__actions__),e.__dir__=this.__dir__,e.__filtered__=this.__filtered__,e.__iteratees__=Ca(this.__iteratees__),e.__takeCount__=this.__takeCount__,e.__views__=Ca(this.__views__),e},Bn.prototype.reverse=function(){if(this.__filtered__){var e=new Bn(this);e.__dir__=-1,e.__filtered__=!0}else(e=this.clone()).__dir__*=-1;return e},Bn.prototype.value=function(){var e=this.__wrapped__.value(),t=this.__dir__,n=Wo(e),r=t<0,a=n?e.length:0,i=function(e,t,n){for(var r=-1,a=n.length;++r<a;){var i=n[r],o=i.size;switch(i.type){case\"drop\":e+=o;break;case\"dropRight\":t-=o;break;case\"take\":t=yn(t,e+o);break;case\"takeRight\":e=gn(e,t-o)}}return{start:e,end:t}}(0,a,this.__views__),o=i.start,u=i.end,l=u-o,s=r?u:o-1,c=this.__iteratees__,f=c.length,p=0,d=yn(l,this.__takeCount__);if(!n||!r&&a==l&&d==l)return fa(e,this.__actions__);var h=[];e:for(;l--&&p<d;){for(var v=-1,g=e[s+=t];++v<f;){var y=c[v],m=y.iteratee,b=y.type,_=m(g);if(2==b)g=_;else if(!_){if(1==b)continue e;break e}}h[p++]=g}return h},jn.prototype.at=po,jn.prototype.chain=function(){return co(this)},jn.prototype.commit=function(){return new $n(this.value(),this.__chain__)},jn.prototype.next=function(){this.__values__===a&&(this.__values__=fu(this.value()));var e=this.__index__>=this.__values__.length;return{done:e,value:e?a:this.__values__[this.__index__++]}},jn.prototype.plant=function(e){for(var t,n=this;n instanceof In;){var r=Ri(n);r.__index__=0,r.__values__=a,t?i.__wrapped__=r:t=r;var i=r;n=n.__wrapped__}return i.__wrapped__=e,t},jn.prototype.reverse=function(){var e=this.__wrapped__;if(e instanceof Bn){var t=e;return this.__actions__.length&&(t=new Bn(this)),(t=t.reverse()).__actions__.push({func:fo,args:[Xi],thisArg:a}),new $n(t,this.__chain__)}return this.thru(Xi)},jn.prototype.toJSON=jn.prototype.valueOf=jn.prototype.value=function(){return fa(this.__wrapped__,this.__actions__)},jn.prototype.first=jn.prototype.head,Ge&&(jn.prototype[Ge]=function(){return this}),jn}();ft._=hn,(r=function(){return hn}.call(t,n,t,e))===a||(e.exports=r)}.call(this)},448:(e,t,n)=>{\"use strict\";var r=n(294),a=n(840);function i(e){for(var t=\"https://reactjs.org/docs/error-decoder.html?invariant=\"+e,n=1;n<arguments.length;n++)t+=\"&args[]=\"+encodeURIComponent(arguments[n]);return\"Minified React error #\"+e+\"; visit \"+t+\" for the full message or use the non-minified dev environment for full errors and additional helpful warnings.\"}var o=new Set,u={};function l(e,t){s(e,t),s(e+\"Capture\",t)}function s(e,t){for(u[e]=t,e=0;e<t.length;e++)o.add(t[e])}var c=!(\"undefined\"==typeof window||void 0===window.document||void 0===window.document.createElement),f=Object.prototype.hasOwnProperty,p=/^[:A-Z_a-z\\u00C0-\\u00D6\\u00D8-\\u00F6\\u00F8-\\u02FF\\u0370-\\u037D\\u037F-\\u1FFF\\u200C-\\u200D\\u2070-\\u218F\\u2C00-\\u2FEF\\u3001-\\uD7FF\\uF900-\\uFDCF\\uFDF0-\\uFFFD][:A-Z_a-z\\u00C0-\\u00D6\\u00D8-\\u00F6\\u00F8-\\u02FF\\u0370-\\u037D\\u037F-\\u1FFF\\u200C-\\u200D\\u2070-\\u218F\\u2C00-\\u2FEF\\u3001-\\uD7FF\\uF900-\\uFDCF\\uFDF0-\\uFFFD\\-.0-9\\u00B7\\u0300-\\u036F\\u203F-\\u2040]*$/,d={},h={};function v(e,t,n,r,a,i,o){this.acceptsBooleans=2===t||3===t||4===t,this.attributeName=r,this.attributeNamespace=a,this.mustUseProperty=n,this.propertyName=e,this.type=t,this.sanitizeURL=i,this.removeEmptyString=o}var g={};\"children dangerouslySetInnerHTML defaultValue defaultChecked innerHTML suppressContentEditableWarning suppressHydrationWarning style\".split(\" \").forEach((function(e){g[e]=new v(e,0,!1,e,null,!1,!1)})),[[\"acceptCharset\",\"accept-charset\"],[\"className\",\"class\"],[\"htmlFor\",\"for\"],[\"httpEquiv\",\"http-equiv\"]].forEach((function(e){var t=e[0];g[t]=new v(t,1,!1,e[1],null,!1,!1)})),[\"contentEditable\",\"draggable\",\"spellCheck\",\"value\"].forEach((function(e){g[e]=new v(e,2,!1,e.toLowerCase(),null,!1,!1)})),[\"autoReverse\",\"externalResourcesRequired\",\"focusable\",\"preserveAlpha\"].forEach((function(e){g[e]=new v(e,2,!1,e,null,!1,!1)})),\"allowFullScreen async autoFocus autoPlay controls default defer disabled disablePictureInPicture disableRemotePlayback formNoValidate hidden loop noModule noValidate open playsInline readOnly required reversed scoped seamless itemScope\".split(\" \").forEach((function(e){g[e]=new v(e,3,!1,e.toLowerCase(),null,!1,!1)})),[\"checked\",\"multiple\",\"muted\",\"selected\"].forEach((function(e){g[e]=new v(e,3,!0,e,null,!1,!1)})),[\"capture\",\"download\"].forEach((function(e){g[e]=new v(e,4,!1,e,null,!1,!1)})),[\"cols\",\"rows\",\"size\",\"span\"].forEach((function(e){g[e]=new v(e,6,!1,e,null,!1,!1)})),[\"rowSpan\",\"start\"].forEach((function(e){g[e]=new v(e,5,!1,e.toLowerCase(),null,!1,!1)}));var y=/[\\-:]([a-z])/g;function m(e){return e[1].toUpperCase()}function b(e,t,n,r){var a=g.hasOwnProperty(t)?g[t]:null;(null!==a?0!==a.type:r||!(2<t.length)||\"o\"!==t[0]&&\"O\"!==t[0]||\"n\"!==t[1]&&\"N\"!==t[1])&&(function(e,t,n,r){if(null==t||function(e,t,n,r){if(null!==n&&0===n.type)return!1;switch(typeof t){case\"function\":case\"symbol\":return!0;case\"boolean\":return!r&&(null!==n?!n.acceptsBooleans:\"data-\"!==(e=e.toLowerCase().slice(0,5))&&\"aria-\"!==e);default:return!1}}(e,t,n,r))return!0;if(r)return!1;if(null!==n)switch(n.type){case 3:return!t;case 4:return!1===t;case 5:return isNaN(t);case 6:return isNaN(t)||1>t}return!1}(t,n,a,r)&&(n=null),r||null===a?function(e){return!!f.call(h,e)||!f.call(d,e)&&(p.test(e)?h[e]=!0:(d[e]=!0,!1))}(t)&&(null===n?e.removeAttribute(t):e.setAttribute(t,\"\"+n)):a.mustUseProperty?e[a.propertyName]=null===n?3!==a.type&&\"\":n:(t=a.attributeName,r=a.attributeNamespace,null===n?e.removeAttribute(t):(n=3===(a=a.type)||4===a&&!0===n?\"\":\"\"+n,r?e.setAttributeNS(r,t,n):e.setAttribute(t,n))))}\"accent-height alignment-baseline arabic-form baseline-shift cap-height clip-path clip-rule color-interpolation color-interpolation-filters color-profile color-rendering dominant-baseline enable-background fill-opacity fill-rule flood-color flood-opacity font-family font-size font-size-adjust font-stretch font-style font-variant font-weight glyph-name glyph-orientation-horizontal glyph-orientation-vertical horiz-adv-x horiz-origin-x image-rendering letter-spacing lighting-color marker-end marker-mid marker-start overline-position overline-thickness paint-order panose-1 pointer-events rendering-intent shape-rendering stop-color stop-opacity strikethrough-position strikethrough-thickness stroke-dasharray stroke-dashoffset stroke-linecap stroke-linejoin stroke-miterlimit stroke-opacity stroke-width text-anchor text-decoration text-rendering underline-position underline-thickness unicode-bidi unicode-range units-per-em v-alphabetic v-hanging v-ideographic v-mathematical vector-effect vert-adv-y vert-origin-x vert-origin-y word-spacing writing-mode xmlns:xlink x-height\".split(\" \").forEach((function(e){var t=e.replace(y,m);g[t]=new v(t,1,!1,e,null,!1,!1)})),\"xlink:actuate xlink:arcrole xlink:role xlink:show xlink:title xlink:type\".split(\" \").forEach((function(e){var t=e.replace(y,m);g[t]=new v(t,1,!1,e,\"http://www.w3.org/1999/xlink\",!1,!1)})),[\"xml:base\",\"xml:lang\",\"xml:space\"].forEach((function(e){var t=e.replace(y,m);g[t]=new v(t,1,!1,e,\"http://www.w3.org/XML/1998/namespace\",!1,!1)})),[\"tabIndex\",\"crossOrigin\"].forEach((function(e){g[e]=new v(e,1,!1,e.toLowerCase(),null,!1,!1)})),g.xlinkHref=new v(\"xlinkHref\",1,!1,\"xlink:href\",\"http://www.w3.org/1999/xlink\",!0,!1),[\"src\",\"href\",\"action\",\"formAction\"].forEach((function(e){g[e]=new v(e,1,!1,e.toLowerCase(),null,!0,!0)}));var _=r.__SECRET_INTERNALS_DO_NOT_USE_OR_YOU_WILL_BE_FIRED,w=Symbol.for(\"react.element\"),x=Symbol.for(\"react.portal\"),k=Symbol.for(\"react.fragment\"),S=Symbol.for(\"react.strict_mode\"),E=Symbol.for(\"react.profiler\"),C=Symbol.for(\"react.provider\"),T=Symbol.for(\"react.context\"),M=Symbol.for(\"react.forward_ref\"),N=Symbol.for(\"react.suspense\"),P=Symbol.for(\"react.suspense_list\"),z=Symbol.for(\"react.memo\"),L=Symbol.for(\"react.lazy\");Symbol.for(\"react.scope\"),Symbol.for(\"react.debug_trace_mode\");var O=Symbol.for(\"react.offscreen\");Symbol.for(\"react.legacy_hidden\"),Symbol.for(\"react.cache\"),Symbol.for(\"react.tracing_marker\");var A=Symbol.iterator;function F(e){return null===e||\"object\"!=typeof e?null:\"function\"==typeof(e=A&&e[A]||e[\"@@iterator\"])?e:null}var D,R=Object.assign;function j(e){if(void 0===D)try{throw Error()}catch(e){var t=e.stack.trim().match(/\\n( *(at )?)/);D=t&&t[1]||\"\"}return\"\\n\"+D+e}var U=!1;function I(e,t){if(!e||U)return\"\";U=!0;var n=Error.prepareStackTrace;Error.prepareStackTrace=void 0;try{if(t)if(t=function(){throw Error()},Object.defineProperty(t.prototype,\"props\",{set:function(){throw Error()}}),\"object\"==typeof Reflect&&Reflect.construct){try{Reflect.construct(t,[])}catch(e){var r=e}Reflect.construct(e,[],t)}else{try{t.call()}catch(e){r=e}e.call(t.prototype)}else{try{throw Error()}catch(e){r=e}e()}}catch(t){if(t&&r&&\"string\"==typeof t.stack){for(var a=t.stack.split(\"\\n\"),i=r.stack.split(\"\\n\"),o=a.length-1,u=i.length-1;1<=o&&0<=u&&a[o]!==i[u];)u--;for(;1<=o&&0<=u;o--,u--)if(a[o]!==i[u]){if(1!==o||1!==u)do{if(o--,0>--u||a[o]!==i[u]){var l=\"\\n\"+a[o].replace(\" at new \",\" at \");return e.displayName&&l.includes(\"<anonymous>\")&&(l=l.replace(\"<anonymous>\",e.displayName)),l}}while(1<=o&&0<=u);break}}}finally{U=!1,Error.prepareStackTrace=n}return(e=e?e.displayName||e.name:\"\")?j(e):\"\"}function $(e){switch(e.tag){case 5:return j(e.type);case 16:return j(\"Lazy\");case 13:return j(\"Suspense\");case 19:return j(\"SuspenseList\");case 0:case 2:case 15:return I(e.type,!1);case 11:return I(e.type.render,!1);case 1:return I(e.type,!0);default:return\"\"}}function B(e){if(null==e)return null;if(\"function\"==typeof e)return e.displayName||e.name||null;if(\"string\"==typeof e)return e;switch(e){case k:return\"Fragment\";case x:return\"Portal\";case E:return\"Profiler\";case S:return\"StrictMode\";case N:return\"Suspense\";case P:return\"SuspenseList\"}if(\"object\"==typeof e)switch(e.$$typeof){case T:return(e.displayName||\"Context\")+\".Consumer\";case C:return(e._context.displayName||\"Context\")+\".Provider\";case M:var t=e.render;return(e=e.displayName)||(e=\"\"!==(e=t.displayName||t.name||\"\")?\"ForwardRef(\"+e+\")\":\"ForwardRef\"),e;case z:return null!==(t=e.displayName||null)?t:B(e.type)||\"Memo\";case L:t=e._payload,e=e._init;try{return B(e(t))}catch(e){}}return null}function W(e){var t=e.type;switch(e.tag){case 24:return\"Cache\";case 9:return(t.displayName||\"Context\")+\".Consumer\";case 10:return(t._context.displayName||\"Context\")+\".Provider\";case 18:return\"DehydratedFragment\";case 11:return e=(e=t.render).displayName||e.name||\"\",t.displayName||(\"\"!==e?\"ForwardRef(\"+e+\")\":\"ForwardRef\");case 7:return\"Fragment\";case 5:return t;case 4:return\"Portal\";case 3:return\"Root\";case 6:return\"Text\";case 16:return B(t);case 8:return t===S?\"StrictMode\":\"Mode\";case 22:return\"Offscreen\";case 12:return\"Profiler\";case 21:return\"Scope\";case 13:return\"Suspense\";case 19:return\"SuspenseList\";case 25:return\"TracingMarker\";case 1:case 0:case 17:case 2:case 14:case 15:if(\"function\"==typeof t)return t.displayName||t.name||null;if(\"string\"==typeof t)return t}return null}function V(e){switch(typeof e){case\"boolean\":case\"number\":case\"string\":case\"undefined\":case\"object\":return e;default:return\"\"}}function H(e){var t=e.type;return(e=e.nodeName)&&\"input\"===e.toLowerCase()&&(\"checkbox\"===t||\"radio\"===t)}function q(e){e._valueTracker||(e._valueTracker=function(e){var t=H(e)?\"checked\":\"value\",n=Object.getOwnPropertyDescriptor(e.constructor.prototype,t),r=\"\"+e[t];if(!e.hasOwnProperty(t)&&void 0!==n&&\"function\"==typeof n.get&&\"function\"==typeof n.set){var a=n.get,i=n.set;return Object.defineProperty(e,t,{configurable:!0,get:function(){return a.call(this)},set:function(e){r=\"\"+e,i.call(this,e)}}),Object.defineProperty(e,t,{enumerable:n.enumerable}),{getValue:function(){return r},setValue:function(e){r=\"\"+e},stopTracking:function(){e._valueTracker=null,delete e[t]}}}}(e))}function Q(e){if(!e)return!1;var t=e._valueTracker;if(!t)return!0;var n=t.getValue(),r=\"\";return e&&(r=H(e)?e.checked?\"true\":\"false\":e.value),(e=r)!==n&&(t.setValue(e),!0)}function Y(e){if(void 0===(e=e||(\"undefined\"!=typeof document?document:void 0)))return null;try{return e.activeElement||e.body}catch(t){return e.body}}function G(e,t){var n=t.checked;return R({},t,{defaultChecked:void 0,defaultValue:void 0,value:void 0,checked:null!=n?n:e._wrapperState.initialChecked})}function K(e,t){var n=null==t.defaultValue?\"\":t.defaultValue,r=null!=t.checked?t.checked:t.defaultChecked;n=V(null!=t.value?t.value:n),e._wrapperState={initialChecked:r,initialValue:n,controlled:\"checkbox\"===t.type||\"radio\"===t.type?null!=t.checked:null!=t.value}}function Z(e,t){null!=(t=t.checked)&&b(e,\"checked\",t,!1)}function X(e,t){Z(e,t);var n=V(t.value),r=t.type;if(null!=n)\"number\"===r?(0===n&&\"\"===e.value||e.value!=n)&&(e.value=\"\"+n):e.value!==\"\"+n&&(e.value=\"\"+n);else if(\"submit\"===r||\"reset\"===r)return void e.removeAttribute(\"value\");t.hasOwnProperty(\"value\")?ee(e,t.type,n):t.hasOwnProperty(\"defaultValue\")&&ee(e,t.type,V(t.defaultValue)),null==t.checked&&null!=t.defaultChecked&&(e.defaultChecked=!!t.defaultChecked)}function J(e,t,n){if(t.hasOwnProperty(\"value\")||t.hasOwnProperty(\"defaultValue\")){var r=t.type;if(!(\"submit\"!==r&&\"reset\"!==r||void 0!==t.value&&null!==t.value))return;t=\"\"+e._wrapperState.initialValue,n||t===e.value||(e.value=t),e.defaultValue=t}\"\"!==(n=e.name)&&(e.name=\"\"),e.defaultChecked=!!e._wrapperState.initialChecked,\"\"!==n&&(e.name=n)}function ee(e,t,n){\"number\"===t&&Y(e.ownerDocument)===e||(null==n?e.defaultValue=\"\"+e._wrapperState.initialValue:e.defaultValue!==\"\"+n&&(e.defaultValue=\"\"+n))}var te=Array.isArray;function ne(e,t,n,r){if(e=e.options,t){t={};for(var a=0;a<n.length;a++)t[\"$\"+n[a]]=!0;for(n=0;n<e.length;n++)a=t.hasOwnProperty(\"$\"+e[n].value),e[n].selected!==a&&(e[n].selected=a),a&&r&&(e[n].defaultSelected=!0)}else{for(n=\"\"+V(n),t=null,a=0;a<e.length;a++){if(e[a].value===n)return e[a].selected=!0,void(r&&(e[a].defaultSelected=!0));null!==t||e[a].disabled||(t=e[a])}null!==t&&(t.selected=!0)}}function re(e,t){if(null!=t.dangerouslySetInnerHTML)throw Error(i(91));return R({},t,{value:void 0,defaultValue:void 0,children:\"\"+e._wrapperState.initialValue})}function ae(e,t){var n=t.value;if(null==n){if(n=t.children,t=t.defaultValue,null!=n){if(null!=t)throw Error(i(92));if(te(n)){if(1<n.length)throw Error(i(93));n=n[0]}t=n}null==t&&(t=\"\"),n=t}e._wrapperState={initialValue:V(n)}}function ie(e,t){var n=V(t.value),r=V(t.defaultValue);null!=n&&((n=\"\"+n)!==e.value&&(e.value=n),null==t.defaultValue&&e.defaultValue!==n&&(e.defaultValue=n)),null!=r&&(e.defaultValue=\"\"+r)}function oe(e){var t=e.textContent;t===e._wrapperState.initialValue&&\"\"!==t&&null!==t&&(e.value=t)}function ue(e){switch(e){case\"svg\":return\"http://www.w3.org/2000/svg\";case\"math\":return\"http://www.w3.org/1998/Math/MathML\";default:return\"http://www.w3.org/1999/xhtml\"}}function le(e,t){return null==e||\"http://www.w3.org/1999/xhtml\"===e?ue(t):\"http://www.w3.org/2000/svg\"===e&&\"foreignObject\"===t?\"http://www.w3.org/1999/xhtml\":e}var se,ce,fe=(ce=function(e,t){if(\"http://www.w3.org/2000/svg\"!==e.namespaceURI||\"innerHTML\"in e)e.innerHTML=t;else{for((se=se||document.createElement(\"div\")).innerHTML=\"<svg>\"+t.valueOf().toString()+\"</svg>\",t=se.firstChild;e.firstChild;)e.removeChild(e.firstChild);for(;t.firstChild;)e.appendChild(t.firstChild)}},\"undefined\"!=typeof MSApp&&MSApp.execUnsafeLocalFunction?function(e,t,n,r){MSApp.execUnsafeLocalFunction((function(){return ce(e,t)}))}:ce);function pe(e,t){if(t){var n=e.firstChild;if(n&&n===e.lastChild&&3===n.nodeType)return void(n.nodeValue=t)}e.textContent=t}var de={animationIterationCount:!0,aspectRatio:!0,borderImageOutset:!0,borderImageSlice:!0,borderImageWidth:!0,boxFlex:!0,boxFlexGroup:!0,boxOrdinalGroup:!0,columnCount:!0,columns:!0,flex:!0,flexGrow:!0,flexPositive:!0,flexShrink:!0,flexNegative:!0,flexOrder:!0,gridArea:!0,gridRow:!0,gridRowEnd:!0,gridRowSpan:!0,gridRowStart:!0,gridColumn:!0,gridColumnEnd:!0,gridColumnSpan:!0,gridColumnStart:!0,fontWeight:!0,lineClamp:!0,lineHeight:!0,opacity:!0,order:!0,orphans:!0,tabSize:!0,widows:!0,zIndex:!0,zoom:!0,fillOpacity:!0,floodOpacity:!0,stopOpacity:!0,strokeDasharray:!0,strokeDashoffset:!0,strokeMiterlimit:!0,strokeOpacity:!0,strokeWidth:!0},he=[\"Webkit\",\"ms\",\"Moz\",\"O\"];function ve(e,t,n){return null==t||\"boolean\"==typeof t||\"\"===t?\"\":n||\"number\"!=typeof t||0===t||de.hasOwnProperty(e)&&de[e]?(\"\"+t).trim():t+\"px\"}function ge(e,t){for(var n in e=e.style,t)if(t.hasOwnProperty(n)){var r=0===n.indexOf(\"--\"),a=ve(n,t[n],r);\"float\"===n&&(n=\"cssFloat\"),r?e.setProperty(n,a):e[n]=a}}Object.keys(de).forEach((function(e){he.forEach((function(t){t=t+e.charAt(0).toUpperCase()+e.substring(1),de[t]=de[e]}))}));var ye=R({menuitem:!0},{area:!0,base:!0,br:!0,col:!0,embed:!0,hr:!0,img:!0,input:!0,keygen:!0,link:!0,meta:!0,param:!0,source:!0,track:!0,wbr:!0});function me(e,t){if(t){if(ye[e]&&(null!=t.children||null!=t.dangerouslySetInnerHTML))throw Error(i(137,e));if(null!=t.dangerouslySetInnerHTML){if(null!=t.children)throw Error(i(60));if(\"object\"!=typeof t.dangerouslySetInnerHTML||!(\"__html\"in t.dangerouslySetInnerHTML))throw Error(i(61))}if(null!=t.style&&\"object\"!=typeof t.style)throw Error(i(62))}}function be(e,t){if(-1===e.indexOf(\"-\"))return\"string\"==typeof t.is;switch(e){case\"annotation-xml\":case\"color-profile\":case\"font-face\":case\"font-face-src\":case\"font-face-uri\":case\"font-face-format\":case\"font-face-name\":case\"missing-glyph\":return!1;default:return!0}}var _e=null;function we(e){return(e=e.target||e.srcElement||window).correspondingUseElement&&(e=e.correspondingUseElement),3===e.nodeType?e.parentNode:e}var xe=null,ke=null,Se=null;function Ee(e){if(e=ba(e)){if(\"function\"!=typeof xe)throw Error(i(280));var t=e.stateNode;t&&(t=wa(t),xe(e.stateNode,e.type,t))}}function Ce(e){ke?Se?Se.push(e):Se=[e]:ke=e}function Te(){if(ke){var e=ke,t=Se;if(Se=ke=null,Ee(e),t)for(e=0;e<t.length;e++)Ee(t[e])}}function Me(e,t){return e(t)}function Ne(){}var Pe=!1;function ze(e,t,n){if(Pe)return e(t,n);Pe=!0;try{return Me(e,t,n)}finally{Pe=!1,(null!==ke||null!==Se)&&(Ne(),Te())}}function Le(e,t){var n=e.stateNode;if(null===n)return null;var r=wa(n);if(null===r)return null;n=r[t];e:switch(t){case\"onClick\":case\"onClickCapture\":case\"onDoubleClick\":case\"onDoubleClickCapture\":case\"onMouseDown\":case\"onMouseDownCapture\":case\"onMouseMove\":case\"onMouseMoveCapture\":case\"onMouseUp\":case\"onMouseUpCapture\":case\"onMouseEnter\":(r=!r.disabled)||(r=!(\"button\"===(e=e.type)||\"input\"===e||\"select\"===e||\"textarea\"===e)),e=!r;break e;default:e=!1}if(e)return null;if(n&&\"function\"!=typeof n)throw Error(i(231,t,typeof n));return n}var Oe=!1;if(c)try{var Ae={};Object.defineProperty(Ae,\"passive\",{get:function(){Oe=!0}}),window.addEventListener(\"test\",Ae,Ae),window.removeEventListener(\"test\",Ae,Ae)}catch(ce){Oe=!1}function Fe(e,t,n,r,a,i,o,u,l){var s=Array.prototype.slice.call(arguments,3);try{t.apply(n,s)}catch(e){this.onError(e)}}var De=!1,Re=null,je=!1,Ue=null,Ie={onError:function(e){De=!0,Re=e}};function $e(e,t,n,r,a,i,o,u,l){De=!1,Re=null,Fe.apply(Ie,arguments)}function Be(e){var t=e,n=e;if(e.alternate)for(;t.return;)t=t.return;else{e=t;do{0!=(4098&(t=e).flags)&&(n=t.return),e=t.return}while(e)}return 3===t.tag?n:null}function We(e){if(13===e.tag){var t=e.memoizedState;if(null===t&&null!==(e=e.alternate)&&(t=e.memoizedState),null!==t)return t.dehydrated}return null}function Ve(e){if(Be(e)!==e)throw Error(i(188))}function He(e){return null!==(e=function(e){var t=e.alternate;if(!t){if(null===(t=Be(e)))throw Error(i(188));return t!==e?null:e}for(var n=e,r=t;;){var a=n.return;if(null===a)break;var o=a.alternate;if(null===o){if(null!==(r=a.return)){n=r;continue}break}if(a.child===o.child){for(o=a.child;o;){if(o===n)return Ve(a),e;if(o===r)return Ve(a),t;o=o.sibling}throw Error(i(188))}if(n.return!==r.return)n=a,r=o;else{for(var u=!1,l=a.child;l;){if(l===n){u=!0,n=a,r=o;break}if(l===r){u=!0,r=a,n=o;break}l=l.sibling}if(!u){for(l=o.child;l;){if(l===n){u=!0,n=o,r=a;break}if(l===r){u=!0,r=o,n=a;break}l=l.sibling}if(!u)throw Error(i(189))}}if(n.alternate!==r)throw Error(i(190))}if(3!==n.tag)throw Error(i(188));return n.stateNode.current===n?e:t}(e))?qe(e):null}function qe(e){if(5===e.tag||6===e.tag)return e;for(e=e.child;null!==e;){var t=qe(e);if(null!==t)return t;e=e.sibling}return null}var Qe=a.unstable_scheduleCallback,Ye=a.unstable_cancelCallback,Ge=a.unstable_shouldYield,Ke=a.unstable_requestPaint,Ze=a.unstable_now,Xe=a.unstable_getCurrentPriorityLevel,Je=a.unstable_ImmediatePriority,et=a.unstable_UserBlockingPriority,tt=a.unstable_NormalPriority,nt=a.unstable_LowPriority,rt=a.unstable_IdlePriority,at=null,it=null,ot=Math.clz32?Math.clz32:function(e){return 0===(e>>>=0)?32:31-(ut(e)/lt|0)|0},ut=Math.log,lt=Math.LN2,st=64,ct=4194304;function ft(e){switch(e&-e){case 1:return 1;case 2:return 2;case 4:return 4;case 8:return 8;case 16:return 16;case 32:return 32;case 64:case 128:case 256:case 512:case 1024:case 2048:case 4096:case 8192:case 16384:case 32768:case 65536:case 131072:case 262144:case 524288:case 1048576:case 2097152:return 4194240&e;case 4194304:case 8388608:case 16777216:case 33554432:case 67108864:return 130023424&e;case 134217728:return 134217728;case 268435456:return 268435456;case 536870912:return 536870912;case 1073741824:return 1073741824;default:return e}}function pt(e,t){var n=e.pendingLanes;if(0===n)return 0;var r=0,a=e.suspendedLanes,i=e.pingedLanes,o=268435455&n;if(0!==o){var u=o&~a;0!==u?r=ft(u):0!=(i&=o)&&(r=ft(i))}else 0!=(o=n&~a)?r=ft(o):0!==i&&(r=ft(i));if(0===r)return 0;if(0!==t&&t!==r&&0==(t&a)&&((a=r&-r)>=(i=t&-t)||16===a&&0!=(4194240&i)))return t;if(0!=(4&r)&&(r|=16&n),0!==(t=e.entangledLanes))for(e=e.entanglements,t&=r;0<t;)a=1<<(n=31-ot(t)),r|=e[n],t&=~a;return r}function dt(e,t){switch(e){case 1:case 2:case 4:return t+250;case 8:case 16:case 32:case 64:case 128:case 256:case 512:case 1024:case 2048:case 4096:case 8192:case 16384:case 32768:case 65536:case 131072:case 262144:case 524288:case 1048576:case 2097152:return t+5e3;default:return-1}}function ht(e){return 0!=(e=-1073741825&e.pendingLanes)?e:1073741824&e?1073741824:0}function vt(){var e=st;return 0==(4194240&(st<<=1))&&(st=64),e}function gt(e){for(var t=[],n=0;31>n;n++)t.push(e);return t}function yt(e,t,n){e.pendingLanes|=t,536870912!==t&&(e.suspendedLanes=0,e.pingedLanes=0),(e=e.eventTimes)[t=31-ot(t)]=n}function mt(e,t){var n=e.entangledLanes|=t;for(e=e.entanglements;n;){var r=31-ot(n),a=1<<r;a&t|e[r]&t&&(e[r]|=t),n&=~a}}var bt=0;function _t(e){return 1<(e&=-e)?4<e?0!=(268435455&e)?16:536870912:4:1}var wt,xt,kt,St,Et,Ct=!1,Tt=[],Mt=null,Nt=null,Pt=null,zt=new Map,Lt=new Map,Ot=[],At=\"mousedown mouseup touchcancel touchend touchstart auxclick dblclick pointercancel pointerdown pointerup dragend dragstart drop compositionend compositionstart keydown keypress keyup input textInput copy cut paste click change contextmenu reset submit\".split(\" \");function Ft(e,t){switch(e){case\"focusin\":case\"focusout\":Mt=null;break;case\"dragenter\":case\"dragleave\":Nt=null;break;case\"mouseover\":case\"mouseout\":Pt=null;break;case\"pointerover\":case\"pointerout\":zt.delete(t.pointerId);break;case\"gotpointercapture\":case\"lostpointercapture\":Lt.delete(t.pointerId)}}function Dt(e,t,n,r,a,i){return null===e||e.nativeEvent!==i?(e={blockedOn:t,domEventName:n,eventSystemFlags:r,nativeEvent:i,targetContainers:[a]},null!==t&&null!==(t=ba(t))&&xt(t),e):(e.eventSystemFlags|=r,t=e.targetContainers,null!==a&&-1===t.indexOf(a)&&t.push(a),e)}function Rt(e){var t=ma(e.target);if(null!==t){var n=Be(t);if(null!==n)if(13===(t=n.tag)){if(null!==(t=We(n)))return e.blockedOn=t,void Et(e.priority,(function(){kt(n)}))}else if(3===t&&n.stateNode.current.memoizedState.isDehydrated)return void(e.blockedOn=3===n.tag?n.stateNode.containerInfo:null)}e.blockedOn=null}function jt(e){if(null!==e.blockedOn)return!1;for(var t=e.targetContainers;0<t.length;){var n=Gt(e.domEventName,e.eventSystemFlags,t[0],e.nativeEvent);if(null!==n)return null!==(t=ba(n))&&xt(t),e.blockedOn=n,!1;var r=new(n=e.nativeEvent).constructor(n.type,n);_e=r,n.target.dispatchEvent(r),_e=null,t.shift()}return!0}function Ut(e,t,n){jt(e)&&n.delete(t)}function It(){Ct=!1,null!==Mt&&jt(Mt)&&(Mt=null),null!==Nt&&jt(Nt)&&(Nt=null),null!==Pt&&jt(Pt)&&(Pt=null),zt.forEach(Ut),Lt.forEach(Ut)}function $t(e,t){e.blockedOn===t&&(e.blockedOn=null,Ct||(Ct=!0,a.unstable_scheduleCallback(a.unstable_NormalPriority,It)))}function Bt(e){function t(t){return $t(t,e)}if(0<Tt.length){$t(Tt[0],e);for(var n=1;n<Tt.length;n++){var r=Tt[n];r.blockedOn===e&&(r.blockedOn=null)}}for(null!==Mt&&$t(Mt,e),null!==Nt&&$t(Nt,e),null!==Pt&&$t(Pt,e),zt.forEach(t),Lt.forEach(t),n=0;n<Ot.length;n++)(r=Ot[n]).blockedOn===e&&(r.blockedOn=null);for(;0<Ot.length&&null===(n=Ot[0]).blockedOn;)Rt(n),null===n.blockedOn&&Ot.shift()}var Wt=_.ReactCurrentBatchConfig,Vt=!0;function Ht(e,t,n,r){var a=bt,i=Wt.transition;Wt.transition=null;try{bt=1,Qt(e,t,n,r)}finally{bt=a,Wt.transition=i}}function qt(e,t,n,r){var a=bt,i=Wt.transition;Wt.transition=null;try{bt=4,Qt(e,t,n,r)}finally{bt=a,Wt.transition=i}}function Qt(e,t,n,r){if(Vt){var a=Gt(e,t,n,r);if(null===a)Vr(e,t,r,Yt,n),Ft(e,r);else if(function(e,t,n,r,a){switch(t){case\"focusin\":return Mt=Dt(Mt,e,t,n,r,a),!0;case\"dragenter\":return Nt=Dt(Nt,e,t,n,r,a),!0;case\"mouseover\":return Pt=Dt(Pt,e,t,n,r,a),!0;case\"pointerover\":var i=a.pointerId;return zt.set(i,Dt(zt.get(i)||null,e,t,n,r,a)),!0;case\"gotpointercapture\":return i=a.pointerId,Lt.set(i,Dt(Lt.get(i)||null,e,t,n,r,a)),!0}return!1}(a,e,t,n,r))r.stopPropagation();else if(Ft(e,r),4&t&&-1<At.indexOf(e)){for(;null!==a;){var i=ba(a);if(null!==i&&wt(i),null===(i=Gt(e,t,n,r))&&Vr(e,t,r,Yt,n),i===a)break;a=i}null!==a&&r.stopPropagation()}else Vr(e,t,r,null,n)}}var Yt=null;function Gt(e,t,n,r){if(Yt=null,null!==(e=ma(e=we(r))))if(null===(t=Be(e)))e=null;else if(13===(n=t.tag)){if(null!==(e=We(t)))return e;e=null}else if(3===n){if(t.stateNode.current.memoizedState.isDehydrated)return 3===t.tag?t.stateNode.containerInfo:null;e=null}else t!==e&&(e=null);return Yt=e,null}function Kt(e){switch(e){case\"cancel\":case\"click\":case\"close\":case\"contextmenu\":case\"copy\":case\"cut\":case\"auxclick\":case\"dblclick\":case\"dragend\":case\"dragstart\":case\"drop\":case\"focusin\":case\"focusout\":case\"input\":case\"invalid\":case\"keydown\":case\"keypress\":case\"keyup\":case\"mousedown\":case\"mouseup\":case\"paste\":case\"pause\":case\"play\":case\"pointercancel\":case\"pointerdown\":case\"pointerup\":case\"ratechange\":case\"reset\":case\"resize\":case\"seeked\":case\"submit\":case\"touchcancel\":case\"touchend\":case\"touchstart\":case\"volumechange\":case\"change\":case\"selectionchange\":case\"textInput\":case\"compositionstart\":case\"compositionend\":case\"compositionupdate\":case\"beforeblur\":case\"afterblur\":case\"beforeinput\":case\"blur\":case\"fullscreenchange\":case\"focus\":case\"hashchange\":case\"popstate\":case\"select\":case\"selectstart\":return 1;case\"drag\":case\"dragenter\":case\"dragexit\":case\"dragleave\":case\"dragover\":case\"mousemove\":case\"mouseout\":case\"mouseover\":case\"pointermove\":case\"pointerout\":case\"pointerover\":case\"scroll\":case\"toggle\":case\"touchmove\":case\"wheel\":case\"mouseenter\":case\"mouseleave\":case\"pointerenter\":case\"pointerleave\":return 4;case\"message\":switch(Xe()){case Je:return 1;case et:return 4;case tt:case nt:return 16;case rt:return 536870912;default:return 16}default:return 16}}var Zt=null,Xt=null,Jt=null;function en(){if(Jt)return Jt;var e,t,n=Xt,r=n.length,a=\"value\"in Zt?Zt.value:Zt.textContent,i=a.length;for(e=0;e<r&&n[e]===a[e];e++);var o=r-e;for(t=1;t<=o&&n[r-t]===a[i-t];t++);return Jt=a.slice(e,1<t?1-t:void 0)}function tn(e){var t=e.keyCode;return\"charCode\"in e?0===(e=e.charCode)&&13===t&&(e=13):e=t,10===e&&(e=13),32<=e||13===e?e:0}function nn(){return!0}function rn(){return!1}function an(e){function t(t,n,r,a,i){for(var o in this._reactName=t,this._targetInst=r,this.type=n,this.nativeEvent=a,this.target=i,this.currentTarget=null,e)e.hasOwnProperty(o)&&(t=e[o],this[o]=t?t(a):a[o]);return this.isDefaultPrevented=(null!=a.defaultPrevented?a.defaultPrevented:!1===a.returnValue)?nn:rn,this.isPropagationStopped=rn,this}return R(t.prototype,{preventDefault:function(){this.defaultPrevented=!0;var e=this.nativeEvent;e&&(e.preventDefault?e.preventDefault():\"unknown\"!=typeof e.returnValue&&(e.returnValue=!1),this.isDefaultPrevented=nn)},stopPropagation:function(){var e=this.nativeEvent;e&&(e.stopPropagation?e.stopPropagation():\"unknown\"!=typeof e.cancelBubble&&(e.cancelBubble=!0),this.isPropagationStopped=nn)},persist:function(){},isPersistent:nn}),t}var on,un,ln,sn={eventPhase:0,bubbles:0,cancelable:0,timeStamp:function(e){return e.timeStamp||Date.now()},defaultPrevented:0,isTrusted:0},cn=an(sn),fn=R({},sn,{view:0,detail:0}),pn=an(fn),dn=R({},fn,{screenX:0,screenY:0,clientX:0,clientY:0,pageX:0,pageY:0,ctrlKey:0,shiftKey:0,altKey:0,metaKey:0,getModifierState:En,button:0,buttons:0,relatedTarget:function(e){return void 0===e.relatedTarget?e.fromElement===e.srcElement?e.toElement:e.fromElement:e.relatedTarget},movementX:function(e){return\"movementX\"in e?e.movementX:(e!==ln&&(ln&&\"mousemove\"===e.type?(on=e.screenX-ln.screenX,un=e.screenY-ln.screenY):un=on=0,ln=e),on)},movementY:function(e){return\"movementY\"in e?e.movementY:un}}),hn=an(dn),vn=an(R({},dn,{dataTransfer:0})),gn=an(R({},fn,{relatedTarget:0})),yn=an(R({},sn,{animationName:0,elapsedTime:0,pseudoElement:0})),mn=R({},sn,{clipboardData:function(e){return\"clipboardData\"in e?e.clipboardData:window.clipboardData}}),bn=an(mn),_n=an(R({},sn,{data:0})),wn={Esc:\"Escape\",Spacebar:\" \",Left:\"ArrowLeft\",Up:\"ArrowUp\",Right:\"ArrowRight\",Down:\"ArrowDown\",Del:\"Delete\",Win:\"OS\",Menu:\"ContextMenu\",Apps:\"ContextMenu\",Scroll:\"ScrollLock\",MozPrintableKey:\"Unidentified\"},xn={8:\"Backspace\",9:\"Tab\",12:\"Clear\",13:\"Enter\",16:\"Shift\",17:\"Control\",18:\"Alt\",19:\"Pause\",20:\"CapsLock\",27:\"Escape\",32:\" \",33:\"PageUp\",34:\"PageDown\",35:\"End\",36:\"Home\",37:\"ArrowLeft\",38:\"ArrowUp\",39:\"ArrowRight\",40:\"ArrowDown\",45:\"Insert\",46:\"Delete\",112:\"F1\",113:\"F2\",114:\"F3\",115:\"F4\",116:\"F5\",117:\"F6\",118:\"F7\",119:\"F8\",120:\"F9\",121:\"F10\",122:\"F11\",123:\"F12\",144:\"NumLock\",145:\"ScrollLock\",224:\"Meta\"},kn={Alt:\"altKey\",Control:\"ctrlKey\",Meta:\"metaKey\",Shift:\"shiftKey\"};function Sn(e){var t=this.nativeEvent;return t.getModifierState?t.getModifierState(e):!!(e=kn[e])&&!!t[e]}function En(){return Sn}var Cn=R({},fn,{key:function(e){if(e.key){var t=wn[e.key]||e.key;if(\"Unidentified\"!==t)return t}return\"keypress\"===e.type?13===(e=tn(e))?\"Enter\":String.fromCharCode(e):\"keydown\"===e.type||\"keyup\"===e.type?xn[e.keyCode]||\"Unidentified\":\"\"},code:0,location:0,ctrlKey:0,shiftKey:0,altKey:0,metaKey:0,repeat:0,locale:0,getModifierState:En,charCode:function(e){return\"keypress\"===e.type?tn(e):0},keyCode:function(e){return\"keydown\"===e.type||\"keyup\"===e.type?e.keyCode:0},which:function(e){return\"keypress\"===e.type?tn(e):\"keydown\"===e.type||\"keyup\"===e.type?e.keyCode:0}}),Tn=an(Cn),Mn=an(R({},dn,{pointerId:0,width:0,height:0,pressure:0,tangentialPressure:0,tiltX:0,tiltY:0,twist:0,pointerType:0,isPrimary:0})),Nn=an(R({},fn,{touches:0,targetTouches:0,changedTouches:0,altKey:0,metaKey:0,ctrlKey:0,shiftKey:0,getModifierState:En})),Pn=an(R({},sn,{propertyName:0,elapsedTime:0,pseudoElement:0})),zn=R({},dn,{deltaX:function(e){return\"deltaX\"in e?e.deltaX:\"wheelDeltaX\"in e?-e.wheelDeltaX:0},deltaY:function(e){return\"deltaY\"in e?e.deltaY:\"wheelDeltaY\"in e?-e.wheelDeltaY:\"wheelDelta\"in e?-e.wheelDelta:0},deltaZ:0,deltaMode:0}),Ln=an(zn),On=[9,13,27,32],An=c&&\"CompositionEvent\"in window,Fn=null;c&&\"documentMode\"in document&&(Fn=document.documentMode);var Dn=c&&\"TextEvent\"in window&&!Fn,Rn=c&&(!An||Fn&&8<Fn&&11>=Fn),jn=String.fromCharCode(32),Un=!1;function In(e,t){switch(e){case\"keyup\":return-1!==On.indexOf(t.keyCode);case\"keydown\":return 229!==t.keyCode;case\"keypress\":case\"mousedown\":case\"focusout\":return!0;default:return!1}}function $n(e){return\"object\"==typeof(e=e.detail)&&\"data\"in e?e.data:null}var Bn=!1,Wn={color:!0,date:!0,datetime:!0,\"datetime-local\":!0,email:!0,month:!0,number:!0,password:!0,range:!0,search:!0,tel:!0,text:!0,time:!0,url:!0,week:!0};function Vn(e){var t=e&&e.nodeName&&e.nodeName.toLowerCase();return\"input\"===t?!!Wn[e.type]:\"textarea\"===t}function Hn(e,t,n,r){Ce(r),0<(t=qr(t,\"onChange\")).length&&(n=new cn(\"onChange\",\"change\",null,n,r),e.push({event:n,listeners:t}))}var qn=null,Qn=null;function Yn(e){jr(e,0)}function Gn(e){if(Q(_a(e)))return e}function Kn(e,t){if(\"change\"===e)return t}var Zn=!1;if(c){var Xn;if(c){var Jn=\"oninput\"in document;if(!Jn){var er=document.createElement(\"div\");er.setAttribute(\"oninput\",\"return;\"),Jn=\"function\"==typeof er.oninput}Xn=Jn}else Xn=!1;Zn=Xn&&(!document.documentMode||9<document.documentMode)}function tr(){qn&&(qn.detachEvent(\"onpropertychange\",nr),Qn=qn=null)}function nr(e){if(\"value\"===e.propertyName&&Gn(Qn)){var t=[];Hn(t,Qn,e,we(e)),ze(Yn,t)}}function rr(e,t,n){\"focusin\"===e?(tr(),Qn=n,(qn=t).attachEvent(\"onpropertychange\",nr)):\"focusout\"===e&&tr()}function ar(e){if(\"selectionchange\"===e||\"keyup\"===e||\"keydown\"===e)return Gn(Qn)}function ir(e,t){if(\"click\"===e)return Gn(t)}function or(e,t){if(\"input\"===e||\"change\"===e)return Gn(t)}var ur=\"function\"==typeof Object.is?Object.is:function(e,t){return e===t&&(0!==e||1/e==1/t)||e!=e&&t!=t};function lr(e,t){if(ur(e,t))return!0;if(\"object\"!=typeof e||null===e||\"object\"!=typeof t||null===t)return!1;var n=Object.keys(e),r=Object.keys(t);if(n.length!==r.length)return!1;for(r=0;r<n.length;r++){var a=n[r];if(!f.call(t,a)||!ur(e[a],t[a]))return!1}return!0}function sr(e){for(;e&&e.firstChild;)e=e.firstChild;return e}function cr(e,t){var n,r=sr(e);for(e=0;r;){if(3===r.nodeType){if(n=e+r.textContent.length,e<=t&&n>=t)return{node:r,offset:t-e};e=n}e:{for(;r;){if(r.nextSibling){r=r.nextSibling;break e}r=r.parentNode}r=void 0}r=sr(r)}}function fr(e,t){return!(!e||!t)&&(e===t||(!e||3!==e.nodeType)&&(t&&3===t.nodeType?fr(e,t.parentNode):\"contains\"in e?e.contains(t):!!e.compareDocumentPosition&&!!(16&e.compareDocumentPosition(t))))}function pr(){for(var e=window,t=Y();t instanceof e.HTMLIFrameElement;){try{var n=\"string\"==typeof t.contentWindow.location.href}catch(e){n=!1}if(!n)break;t=Y((e=t.contentWindow).document)}return t}function dr(e){var t=e&&e.nodeName&&e.nodeName.toLowerCase();return t&&(\"input\"===t&&(\"text\"===e.type||\"search\"===e.type||\"tel\"===e.type||\"url\"===e.type||\"password\"===e.type)||\"textarea\"===t||\"true\"===e.contentEditable)}function hr(e){var t=pr(),n=e.focusedElem,r=e.selectionRange;if(t!==n&&n&&n.ownerDocument&&fr(n.ownerDocument.documentElement,n)){if(null!==r&&dr(n))if(t=r.start,void 0===(e=r.end)&&(e=t),\"selectionStart\"in n)n.selectionStart=t,n.selectionEnd=Math.min(e,n.value.length);else if((e=(t=n.ownerDocument||document)&&t.defaultView||window).getSelection){e=e.getSelection();var a=n.textContent.length,i=Math.min(r.start,a);r=void 0===r.end?i:Math.min(r.end,a),!e.extend&&i>r&&(a=r,r=i,i=a),a=cr(n,i);var o=cr(n,r);a&&o&&(1!==e.rangeCount||e.anchorNode!==a.node||e.anchorOffset!==a.offset||e.focusNode!==o.node||e.focusOffset!==o.offset)&&((t=t.createRange()).setStart(a.node,a.offset),e.removeAllRanges(),i>r?(e.addRange(t),e.extend(o.node,o.offset)):(t.setEnd(o.node,o.offset),e.addRange(t)))}for(t=[],e=n;e=e.parentNode;)1===e.nodeType&&t.push({element:e,left:e.scrollLeft,top:e.scrollTop});for(\"function\"==typeof n.focus&&n.focus(),n=0;n<t.length;n++)(e=t[n]).element.scrollLeft=e.left,e.element.scrollTop=e.top}}var vr=c&&\"documentMode\"in document&&11>=document.documentMode,gr=null,yr=null,mr=null,br=!1;function _r(e,t,n){var r=n.window===n?n.document:9===n.nodeType?n:n.ownerDocument;br||null==gr||gr!==Y(r)||(r=\"selectionStart\"in(r=gr)&&dr(r)?{start:r.selectionStart,end:r.selectionEnd}:{anchorNode:(r=(r.ownerDocument&&r.ownerDocument.defaultView||window).getSelection()).anchorNode,anchorOffset:r.anchorOffset,focusNode:r.focusNode,focusOffset:r.focusOffset},mr&&lr(mr,r)||(mr=r,0<(r=qr(yr,\"onSelect\")).length&&(t=new cn(\"onSelect\",\"select\",null,t,n),e.push({event:t,listeners:r}),t.target=gr)))}function wr(e,t){var n={};return n[e.toLowerCase()]=t.toLowerCase(),n[\"Webkit\"+e]=\"webkit\"+t,n[\"Moz\"+e]=\"moz\"+t,n}var xr={animationend:wr(\"Animation\",\"AnimationEnd\"),animationiteration:wr(\"Animation\",\"AnimationIteration\"),animationstart:wr(\"Animation\",\"AnimationStart\"),transitionend:wr(\"Transition\",\"TransitionEnd\")},kr={},Sr={};function Er(e){if(kr[e])return kr[e];if(!xr[e])return e;var t,n=xr[e];for(t in n)if(n.hasOwnProperty(t)&&t in Sr)return kr[e]=n[t];return e}c&&(Sr=document.createElement(\"div\").style,\"AnimationEvent\"in window||(delete xr.animationend.animation,delete xr.animationiteration.animation,delete xr.animationstart.animation),\"TransitionEvent\"in window||delete xr.transitionend.transition);var Cr=Er(\"animationend\"),Tr=Er(\"animationiteration\"),Mr=Er(\"animationstart\"),Nr=Er(\"transitionend\"),Pr=new Map,zr=\"abort auxClick cancel canPlay canPlayThrough click close contextMenu copy cut drag dragEnd dragEnter dragExit dragLeave dragOver dragStart drop durationChange emptied encrypted ended error gotPointerCapture input invalid keyDown keyPress keyUp load loadedData loadedMetadata loadStart lostPointerCapture mouseDown mouseMove mouseOut mouseOver mouseUp paste pause play playing pointerCancel pointerDown pointerMove pointerOut pointerOver pointerUp progress rateChange reset resize seeked seeking stalled submit suspend timeUpdate touchCancel touchEnd touchStart volumeChange scroll toggle touchMove waiting wheel\".split(\" \");function Lr(e,t){Pr.set(e,t),l(t,[e])}for(var Or=0;Or<zr.length;Or++){var Ar=zr[Or];Lr(Ar.toLowerCase(),\"on\"+(Ar[0].toUpperCase()+Ar.slice(1)))}Lr(Cr,\"onAnimationEnd\"),Lr(Tr,\"onAnimationIteration\"),Lr(Mr,\"onAnimationStart\"),Lr(\"dblclick\",\"onDoubleClick\"),Lr(\"focusin\",\"onFocus\"),Lr(\"focusout\",\"onBlur\"),Lr(Nr,\"onTransitionEnd\"),s(\"onMouseEnter\",[\"mouseout\",\"mouseover\"]),s(\"onMouseLeave\",[\"mouseout\",\"mouseover\"]),s(\"onPointerEnter\",[\"pointerout\",\"pointerover\"]),s(\"onPointerLeave\",[\"pointerout\",\"pointerover\"]),l(\"onChange\",\"change click focusin focusout input keydown keyup selectionchange\".split(\" \")),l(\"onSelect\",\"focusout contextmenu dragend focusin keydown keyup mousedown mouseup selectionchange\".split(\" \")),l(\"onBeforeInput\",[\"compositionend\",\"keypress\",\"textInput\",\"paste\"]),l(\"onCompositionEnd\",\"compositionend focusout keydown keypress keyup mousedown\".split(\" \")),l(\"onCompositionStart\",\"compositionstart focusout keydown keypress keyup mousedown\".split(\" \")),l(\"onCompositionUpdate\",\"compositionupdate focusout keydown keypress keyup mousedown\".split(\" \"));var Fr=\"abort canplay canplaythrough durationchange emptied encrypted ended error loadeddata loadedmetadata loadstart pause play playing progress ratechange resize seeked seeking stalled suspend timeupdate volumechange waiting\".split(\" \"),Dr=new Set(\"cancel close invalid load scroll toggle\".split(\" \").concat(Fr));function Rr(e,t,n){var r=e.type||\"unknown-event\";e.currentTarget=n,function(e,t,n,r,a,o,u,l,s){if($e.apply(this,arguments),De){if(!De)throw Error(i(198));var c=Re;De=!1,Re=null,je||(je=!0,Ue=c)}}(r,t,void 0,e),e.currentTarget=null}function jr(e,t){t=0!=(4&t);for(var n=0;n<e.length;n++){var r=e[n],a=r.event;r=r.listeners;e:{var i=void 0;if(t)for(var o=r.length-1;0<=o;o--){var u=r[o],l=u.instance,s=u.currentTarget;if(u=u.listener,l!==i&&a.isPropagationStopped())break e;Rr(a,u,s),i=l}else for(o=0;o<r.length;o++){if(l=(u=r[o]).instance,s=u.currentTarget,u=u.listener,l!==i&&a.isPropagationStopped())break e;Rr(a,u,s),i=l}}}if(je)throw e=Ue,je=!1,Ue=null,e}function Ur(e,t){var n=t[va];void 0===n&&(n=t[va]=new Set);var r=e+\"__bubble\";n.has(r)||(Wr(t,e,2,!1),n.add(r))}function Ir(e,t,n){var r=0;t&&(r|=4),Wr(n,e,r,t)}var $r=\"_reactListening\"+Math.random().toString(36).slice(2);function Br(e){if(!e[$r]){e[$r]=!0,o.forEach((function(t){\"selectionchange\"!==t&&(Dr.has(t)||Ir(t,!1,e),Ir(t,!0,e))}));var t=9===e.nodeType?e:e.ownerDocument;null===t||t[$r]||(t[$r]=!0,Ir(\"selectionchange\",!1,t))}}function Wr(e,t,n,r){switch(Kt(t)){case 1:var a=Ht;break;case 4:a=qt;break;default:a=Qt}n=a.bind(null,t,n,e),a=void 0,!Oe||\"touchstart\"!==t&&\"touchmove\"!==t&&\"wheel\"!==t||(a=!0),r?void 0!==a?e.addEventListener(t,n,{capture:!0,passive:a}):e.addEventListener(t,n,!0):void 0!==a?e.addEventListener(t,n,{passive:a}):e.addEventListener(t,n,!1)}function Vr(e,t,n,r,a){var i=r;if(0==(1&t)&&0==(2&t)&&null!==r)e:for(;;){if(null===r)return;var o=r.tag;if(3===o||4===o){var u=r.stateNode.containerInfo;if(u===a||8===u.nodeType&&u.parentNode===a)break;if(4===o)for(o=r.return;null!==o;){var l=o.tag;if((3===l||4===l)&&((l=o.stateNode.containerInfo)===a||8===l.nodeType&&l.parentNode===a))return;o=o.return}for(;null!==u;){if(null===(o=ma(u)))return;if(5===(l=o.tag)||6===l){r=i=o;continue e}u=u.parentNode}}r=r.return}ze((function(){var r=i,a=we(n),o=[];e:{var u=Pr.get(e);if(void 0!==u){var l=cn,s=e;switch(e){case\"keypress\":if(0===tn(n))break e;case\"keydown\":case\"keyup\":l=Tn;break;case\"focusin\":s=\"focus\",l=gn;break;case\"focusout\":s=\"blur\",l=gn;break;case\"beforeblur\":case\"afterblur\":l=gn;break;case\"click\":if(2===n.button)break e;case\"auxclick\":case\"dblclick\":case\"mousedown\":case\"mousemove\":case\"mouseup\":case\"mouseout\":case\"mouseover\":case\"contextmenu\":l=hn;break;case\"drag\":case\"dragend\":case\"dragenter\":case\"dragexit\":case\"dragleave\":case\"dragover\":case\"dragstart\":case\"drop\":l=vn;break;case\"touchcancel\":case\"touchend\":case\"touchmove\":case\"touchstart\":l=Nn;break;case Cr:case Tr:case Mr:l=yn;break;case Nr:l=Pn;break;case\"scroll\":l=pn;break;case\"wheel\":l=Ln;break;case\"copy\":case\"cut\":case\"paste\":l=bn;break;case\"gotpointercapture\":case\"lostpointercapture\":case\"pointercancel\":case\"pointerdown\":case\"pointermove\":case\"pointerout\":case\"pointerover\":case\"pointerup\":l=Mn}var c=0!=(4&t),f=!c&&\"scroll\"===e,p=c?null!==u?u+\"Capture\":null:u;c=[];for(var d,h=r;null!==h;){var v=(d=h).stateNode;if(5===d.tag&&null!==v&&(d=v,null!==p&&null!=(v=Le(h,p))&&c.push(Hr(h,v,d))),f)break;h=h.return}0<c.length&&(u=new l(u,s,null,n,a),o.push({event:u,listeners:c}))}}if(0==(7&t)){if(l=\"mouseout\"===e||\"pointerout\"===e,(!(u=\"mouseover\"===e||\"pointerover\"===e)||n===_e||!(s=n.relatedTarget||n.fromElement)||!ma(s)&&!s[ha])&&(l||u)&&(u=a.window===a?a:(u=a.ownerDocument)?u.defaultView||u.parentWindow:window,l?(l=r,null!==(s=(s=n.relatedTarget||n.toElement)?ma(s):null)&&(s!==(f=Be(s))||5!==s.tag&&6!==s.tag)&&(s=null)):(l=null,s=r),l!==s)){if(c=hn,v=\"onMouseLeave\",p=\"onMouseEnter\",h=\"mouse\",\"pointerout\"!==e&&\"pointerover\"!==e||(c=Mn,v=\"onPointerLeave\",p=\"onPointerEnter\",h=\"pointer\"),f=null==l?u:_a(l),d=null==s?u:_a(s),(u=new c(v,h+\"leave\",l,n,a)).target=f,u.relatedTarget=d,v=null,ma(a)===r&&((c=new c(p,h+\"enter\",s,n,a)).target=d,c.relatedTarget=f,v=c),f=v,l&&s)e:{for(p=s,h=0,d=c=l;d;d=Qr(d))h++;for(d=0,v=p;v;v=Qr(v))d++;for(;0<h-d;)c=Qr(c),h--;for(;0<d-h;)p=Qr(p),d--;for(;h--;){if(c===p||null!==p&&c===p.alternate)break e;c=Qr(c),p=Qr(p)}c=null}else c=null;null!==l&&Yr(o,u,l,c,!1),null!==s&&null!==f&&Yr(o,f,s,c,!0)}if(\"select\"===(l=(u=r?_a(r):window).nodeName&&u.nodeName.toLowerCase())||\"input\"===l&&\"file\"===u.type)var g=Kn;else if(Vn(u))if(Zn)g=or;else{g=ar;var y=rr}else(l=u.nodeName)&&\"input\"===l.toLowerCase()&&(\"checkbox\"===u.type||\"radio\"===u.type)&&(g=ir);switch(g&&(g=g(e,r))?Hn(o,g,n,a):(y&&y(e,u,r),\"focusout\"===e&&(y=u._wrapperState)&&y.controlled&&\"number\"===u.type&&ee(u,\"number\",u.value)),y=r?_a(r):window,e){case\"focusin\":(Vn(y)||\"true\"===y.contentEditable)&&(gr=y,yr=r,mr=null);break;case\"focusout\":mr=yr=gr=null;break;case\"mousedown\":br=!0;break;case\"contextmenu\":case\"mouseup\":case\"dragend\":br=!1,_r(o,n,a);break;case\"selectionchange\":if(vr)break;case\"keydown\":case\"keyup\":_r(o,n,a)}var m;if(An)e:{switch(e){case\"compositionstart\":var b=\"onCompositionStart\";break e;case\"compositionend\":b=\"onCompositionEnd\";break e;case\"compositionupdate\":b=\"onCompositionUpdate\";break e}b=void 0}else Bn?In(e,n)&&(b=\"onCompositionEnd\"):\"keydown\"===e&&229===n.keyCode&&(b=\"onCompositionStart\");b&&(Rn&&\"ko\"!==n.locale&&(Bn||\"onCompositionStart\"!==b?\"onCompositionEnd\"===b&&Bn&&(m=en()):(Xt=\"value\"in(Zt=a)?Zt.value:Zt.textContent,Bn=!0)),0<(y=qr(r,b)).length&&(b=new _n(b,e,null,n,a),o.push({event:b,listeners:y}),(m||null!==(m=$n(n)))&&(b.data=m))),(m=Dn?function(e,t){switch(e){case\"compositionend\":return $n(t);case\"keypress\":return 32!==t.which?null:(Un=!0,jn);case\"textInput\":return(e=t.data)===jn&&Un?null:e;default:return null}}(e,n):function(e,t){if(Bn)return\"compositionend\"===e||!An&&In(e,t)?(e=en(),Jt=Xt=Zt=null,Bn=!1,e):null;switch(e){case\"paste\":default:return null;case\"keypress\":if(!(t.ctrlKey||t.altKey||t.metaKey)||t.ctrlKey&&t.altKey){if(t.char&&1<t.char.length)return t.char;if(t.which)return String.fromCharCode(t.which)}return null;case\"compositionend\":return Rn&&\"ko\"!==t.locale?null:t.data}}(e,n))&&0<(r=qr(r,\"onBeforeInput\")).length&&(a=new _n(\"onBeforeInput\",\"beforeinput\",null,n,a),o.push({event:a,listeners:r}),a.data=m)}jr(o,t)}))}function Hr(e,t,n){return{instance:e,listener:t,currentTarget:n}}function qr(e,t){for(var n=t+\"Capture\",r=[];null!==e;){var a=e,i=a.stateNode;5===a.tag&&null!==i&&(a=i,null!=(i=Le(e,n))&&r.unshift(Hr(e,i,a)),null!=(i=Le(e,t))&&r.push(Hr(e,i,a))),e=e.return}return r}function Qr(e){if(null===e)return null;do{e=e.return}while(e&&5!==e.tag);return e||null}function Yr(e,t,n,r,a){for(var i=t._reactName,o=[];null!==n&&n!==r;){var u=n,l=u.alternate,s=u.stateNode;if(null!==l&&l===r)break;5===u.tag&&null!==s&&(u=s,a?null!=(l=Le(n,i))&&o.unshift(Hr(n,l,u)):a||null!=(l=Le(n,i))&&o.push(Hr(n,l,u))),n=n.return}0!==o.length&&e.push({event:t,listeners:o})}var Gr=/\\r\\n?/g,Kr=/\\u0000|\\uFFFD/g;function Zr(e){return(\"string\"==typeof e?e:\"\"+e).replace(Gr,\"\\n\").replace(Kr,\"\")}function Xr(e,t,n){if(t=Zr(t),Zr(e)!==t&&n)throw Error(i(425))}function Jr(){}var ea=null,ta=null;function na(e,t){return\"textarea\"===e||\"noscript\"===e||\"string\"==typeof t.children||\"number\"==typeof t.children||\"object\"==typeof t.dangerouslySetInnerHTML&&null!==t.dangerouslySetInnerHTML&&null!=t.dangerouslySetInnerHTML.__html}var ra=\"function\"==typeof setTimeout?setTimeout:void 0,aa=\"function\"==typeof clearTimeout?clearTimeout:void 0,ia=\"function\"==typeof Promise?Promise:void 0,oa=\"function\"==typeof queueMicrotask?queueMicrotask:void 0!==ia?function(e){return ia.resolve(null).then(e).catch(ua)}:ra;function ua(e){setTimeout((function(){throw e}))}function la(e,t){var n=t,r=0;do{var a=n.nextSibling;if(e.removeChild(n),a&&8===a.nodeType)if(\"/$\"===(n=a.data)){if(0===r)return e.removeChild(a),void Bt(t);r--}else\"$\"!==n&&\"$?\"!==n&&\"$!\"!==n||r++;n=a}while(n);Bt(t)}function sa(e){for(;null!=e;e=e.nextSibling){var t=e.nodeType;if(1===t||3===t)break;if(8===t){if(\"$\"===(t=e.data)||\"$!\"===t||\"$?\"===t)break;if(\"/$\"===t)return null}}return e}function ca(e){e=e.previousSibling;for(var t=0;e;){if(8===e.nodeType){var n=e.data;if(\"$\"===n||\"$!\"===n||\"$?\"===n){if(0===t)return e;t--}else\"/$\"===n&&t++}e=e.previousSibling}return null}var fa=Math.random().toString(36).slice(2),pa=\"__reactFiber$\"+fa,da=\"__reactProps$\"+fa,ha=\"__reactContainer$\"+fa,va=\"__reactEvents$\"+fa,ga=\"__reactListeners$\"+fa,ya=\"__reactHandles$\"+fa;function ma(e){var t=e[pa];if(t)return t;for(var n=e.parentNode;n;){if(t=n[ha]||n[pa]){if(n=t.alternate,null!==t.child||null!==n&&null!==n.child)for(e=ca(e);null!==e;){if(n=e[pa])return n;e=ca(e)}return t}n=(e=n).parentNode}return null}function ba(e){return!(e=e[pa]||e[ha])||5!==e.tag&&6!==e.tag&&13!==e.tag&&3!==e.tag?null:e}function _a(e){if(5===e.tag||6===e.tag)return e.stateNode;throw Error(i(33))}function wa(e){return e[da]||null}var xa=[],ka=-1;function Sa(e){return{current:e}}function Ea(e){0>ka||(e.current=xa[ka],xa[ka]=null,ka--)}function Ca(e,t){ka++,xa[ka]=e.current,e.current=t}var Ta={},Ma=Sa(Ta),Na=Sa(!1),Pa=Ta;function za(e,t){var n=e.type.contextTypes;if(!n)return Ta;var r=e.stateNode;if(r&&r.__reactInternalMemoizedUnmaskedChildContext===t)return r.__reactInternalMemoizedMaskedChildContext;var a,i={};for(a in n)i[a]=t[a];return r&&((e=e.stateNode).__reactInternalMemoizedUnmaskedChildContext=t,e.__reactInternalMemoizedMaskedChildContext=i),i}function La(e){return null!=e.childContextTypes}function Oa(){Ea(Na),Ea(Ma)}function Aa(e,t,n){if(Ma.current!==Ta)throw Error(i(168));Ca(Ma,t),Ca(Na,n)}function Fa(e,t,n){var r=e.stateNode;if(t=t.childContextTypes,\"function\"!=typeof r.getChildContext)return n;for(var a in r=r.getChildContext())if(!(a in t))throw Error(i(108,W(e)||\"Unknown\",a));return R({},n,r)}function Da(e){return e=(e=e.stateNode)&&e.__reactInternalMemoizedMergedChildContext||Ta,Pa=Ma.current,Ca(Ma,e),Ca(Na,Na.current),!0}function Ra(e,t,n){var r=e.stateNode;if(!r)throw Error(i(169));n?(e=Fa(e,t,Pa),r.__reactInternalMemoizedMergedChildContext=e,Ea(Na),Ea(Ma),Ca(Ma,e)):Ea(Na),Ca(Na,n)}var ja=null,Ua=!1,Ia=!1;function $a(e){null===ja?ja=[e]:ja.push(e)}function Ba(){if(!Ia&&null!==ja){Ia=!0;var e=0,t=bt;try{var n=ja;for(bt=1;e<n.length;e++){var r=n[e];do{r=r(!0)}while(null!==r)}ja=null,Ua=!1}catch(t){throw null!==ja&&(ja=ja.slice(e+1)),Qe(Je,Ba),t}finally{bt=t,Ia=!1}}return null}var Wa=[],Va=0,Ha=null,qa=0,Qa=[],Ya=0,Ga=null,Ka=1,Za=\"\";function Xa(e,t){Wa[Va++]=qa,Wa[Va++]=Ha,Ha=e,qa=t}function Ja(e,t,n){Qa[Ya++]=Ka,Qa[Ya++]=Za,Qa[Ya++]=Ga,Ga=e;var r=Ka;e=Za;var a=32-ot(r)-1;r&=~(1<<a),n+=1;var i=32-ot(t)+a;if(30<i){var o=a-a%5;i=(r&(1<<o)-1).toString(32),r>>=o,a-=o,Ka=1<<32-ot(t)+a|n<<a|r,Za=i+e}else Ka=1<<i|n<<a|r,Za=e}function ei(e){null!==e.return&&(Xa(e,1),Ja(e,1,0))}function ti(e){for(;e===Ha;)Ha=Wa[--Va],Wa[Va]=null,qa=Wa[--Va],Wa[Va]=null;for(;e===Ga;)Ga=Qa[--Ya],Qa[Ya]=null,Za=Qa[--Ya],Qa[Ya]=null,Ka=Qa[--Ya],Qa[Ya]=null}var ni=null,ri=null,ai=!1,ii=null;function oi(e,t){var n=Ls(5,null,null,0);n.elementType=\"DELETED\",n.stateNode=t,n.return=e,null===(t=e.deletions)?(e.deletions=[n],e.flags|=16):t.push(n)}function ui(e,t){switch(e.tag){case 5:var n=e.type;return null!==(t=1!==t.nodeType||n.toLowerCase()!==t.nodeName.toLowerCase()?null:t)&&(e.stateNode=t,ni=e,ri=sa(t.firstChild),!0);case 6:return null!==(t=\"\"===e.pendingProps||3!==t.nodeType?null:t)&&(e.stateNode=t,ni=e,ri=null,!0);case 13:return null!==(t=8!==t.nodeType?null:t)&&(n=null!==Ga?{id:Ka,overflow:Za}:null,e.memoizedState={dehydrated:t,treeContext:n,retryLane:1073741824},(n=Ls(18,null,null,0)).stateNode=t,n.return=e,e.child=n,ni=e,ri=null,!0);default:return!1}}function li(e){return 0!=(1&e.mode)&&0==(128&e.flags)}function si(e){if(ai){var t=ri;if(t){var n=t;if(!ui(e,t)){if(li(e))throw Error(i(418));t=sa(n.nextSibling);var r=ni;t&&ui(e,t)?oi(r,n):(e.flags=-4097&e.flags|2,ai=!1,ni=e)}}else{if(li(e))throw Error(i(418));e.flags=-4097&e.flags|2,ai=!1,ni=e}}}function ci(e){for(e=e.return;null!==e&&5!==e.tag&&3!==e.tag&&13!==e.tag;)e=e.return;ni=e}function fi(e){if(e!==ni)return!1;if(!ai)return ci(e),ai=!0,!1;var t;if((t=3!==e.tag)&&!(t=5!==e.tag)&&(t=\"head\"!==(t=e.type)&&\"body\"!==t&&!na(e.type,e.memoizedProps)),t&&(t=ri)){if(li(e))throw pi(),Error(i(418));for(;t;)oi(e,t),t=sa(t.nextSibling)}if(ci(e),13===e.tag){if(!(e=null!==(e=e.memoizedState)?e.dehydrated:null))throw Error(i(317));e:{for(e=e.nextSibling,t=0;e;){if(8===e.nodeType){var n=e.data;if(\"/$\"===n){if(0===t){ri=sa(e.nextSibling);break e}t--}else\"$\"!==n&&\"$!\"!==n&&\"$?\"!==n||t++}e=e.nextSibling}ri=null}}else ri=ni?sa(e.stateNode.nextSibling):null;return!0}function pi(){for(var e=ri;e;)e=sa(e.nextSibling)}function di(){ri=ni=null,ai=!1}function hi(e){null===ii?ii=[e]:ii.push(e)}var vi=_.ReactCurrentBatchConfig;function gi(e,t){if(e&&e.defaultProps){for(var n in t=R({},t),e=e.defaultProps)void 0===t[n]&&(t[n]=e[n]);return t}return t}var yi=Sa(null),mi=null,bi=null,_i=null;function wi(){_i=bi=mi=null}function xi(e){var t=yi.current;Ea(yi),e._currentValue=t}function ki(e,t,n){for(;null!==e;){var r=e.alternate;if((e.childLanes&t)!==t?(e.childLanes|=t,null!==r&&(r.childLanes|=t)):null!==r&&(r.childLanes&t)!==t&&(r.childLanes|=t),e===n)break;e=e.return}}function Si(e,t){mi=e,_i=bi=null,null!==(e=e.dependencies)&&null!==e.firstContext&&(0!=(e.lanes&t)&&(_u=!0),e.firstContext=null)}function Ei(e){var t=e._currentValue;if(_i!==e)if(e={context:e,memoizedValue:t,next:null},null===bi){if(null===mi)throw Error(i(308));bi=e,mi.dependencies={lanes:0,firstContext:e}}else bi=bi.next=e;return t}var Ci=null;function Ti(e){null===Ci?Ci=[e]:Ci.push(e)}function Mi(e,t,n,r){var a=t.interleaved;return null===a?(n.next=n,Ti(t)):(n.next=a.next,a.next=n),t.interleaved=n,Ni(e,r)}function Ni(e,t){e.lanes|=t;var n=e.alternate;for(null!==n&&(n.lanes|=t),n=e,e=e.return;null!==e;)e.childLanes|=t,null!==(n=e.alternate)&&(n.childLanes|=t),n=e,e=e.return;return 3===n.tag?n.stateNode:null}var Pi=!1;function zi(e){e.updateQueue={baseState:e.memoizedState,firstBaseUpdate:null,lastBaseUpdate:null,shared:{pending:null,interleaved:null,lanes:0},effects:null}}function Li(e,t){e=e.updateQueue,t.updateQueue===e&&(t.updateQueue={baseState:e.baseState,firstBaseUpdate:e.firstBaseUpdate,lastBaseUpdate:e.lastBaseUpdate,shared:e.shared,effects:e.effects})}function Oi(e,t){return{eventTime:e,lane:t,tag:0,payload:null,callback:null,next:null}}function Ai(e,t,n){var r=e.updateQueue;if(null===r)return null;if(r=r.shared,0!=(2&Nl)){var a=r.pending;return null===a?t.next=t:(t.next=a.next,a.next=t),r.pending=t,Ni(e,n)}return null===(a=r.interleaved)?(t.next=t,Ti(r)):(t.next=a.next,a.next=t),r.interleaved=t,Ni(e,n)}function Fi(e,t,n){if(null!==(t=t.updateQueue)&&(t=t.shared,0!=(4194240&n))){var r=t.lanes;n|=r&=e.pendingLanes,t.lanes=n,mt(e,n)}}function Di(e,t){var n=e.updateQueue,r=e.alternate;if(null!==r&&n===(r=r.updateQueue)){var a=null,i=null;if(null!==(n=n.firstBaseUpdate)){do{var o={eventTime:n.eventTime,lane:n.lane,tag:n.tag,payload:n.payload,callback:n.callback,next:null};null===i?a=i=o:i=i.next=o,n=n.next}while(null!==n);null===i?a=i=t:i=i.next=t}else a=i=t;return n={baseState:r.baseState,firstBaseUpdate:a,lastBaseUpdate:i,shared:r.shared,effects:r.effects},void(e.updateQueue=n)}null===(e=n.lastBaseUpdate)?n.firstBaseUpdate=t:e.next=t,n.lastBaseUpdate=t}function Ri(e,t,n,r){var a=e.updateQueue;Pi=!1;var i=a.firstBaseUpdate,o=a.lastBaseUpdate,u=a.shared.pending;if(null!==u){a.shared.pending=null;var l=u,s=l.next;l.next=null,null===o?i=s:o.next=s,o=l;var c=e.alternate;null!==c&&(u=(c=c.updateQueue).lastBaseUpdate)!==o&&(null===u?c.firstBaseUpdate=s:u.next=s,c.lastBaseUpdate=l)}if(null!==i){var f=a.baseState;for(o=0,c=s=l=null,u=i;;){var p=u.lane,d=u.eventTime;if((r&p)===p){null!==c&&(c=c.next={eventTime:d,lane:0,tag:u.tag,payload:u.payload,callback:u.callback,next:null});e:{var h=e,v=u;switch(p=t,d=n,v.tag){case 1:if(\"function\"==typeof(h=v.payload)){f=h.call(d,f,p);break e}f=h;break e;case 3:h.flags=-65537&h.flags|128;case 0:if(null==(p=\"function\"==typeof(h=v.payload)?h.call(d,f,p):h))break e;f=R({},f,p);break e;case 2:Pi=!0}}null!==u.callback&&0!==u.lane&&(e.flags|=64,null===(p=a.effects)?a.effects=[u]:p.push(u))}else d={eventTime:d,lane:p,tag:u.tag,payload:u.payload,callback:u.callback,next:null},null===c?(s=c=d,l=f):c=c.next=d,o|=p;if(null===(u=u.next)){if(null===(u=a.shared.pending))break;u=(p=u).next,p.next=null,a.lastBaseUpdate=p,a.shared.pending=null}}if(null===c&&(l=f),a.baseState=l,a.firstBaseUpdate=s,a.lastBaseUpdate=c,null!==(t=a.shared.interleaved)){a=t;do{o|=a.lane,a=a.next}while(a!==t)}else null===i&&(a.shared.lanes=0);Rl|=o,e.lanes=o,e.memoizedState=f}}function ji(e,t,n){if(e=t.effects,t.effects=null,null!==e)for(t=0;t<e.length;t++){var r=e[t],a=r.callback;if(null!==a){if(r.callback=null,r=n,\"function\"!=typeof a)throw Error(i(191,a));a.call(r)}}}var Ui=(new r.Component).refs;function Ii(e,t,n,r){n=null==(n=n(r,t=e.memoizedState))?t:R({},t,n),e.memoizedState=n,0===e.lanes&&(e.updateQueue.baseState=n)}var $i={isMounted:function(e){return!!(e=e._reactInternals)&&Be(e)===e},enqueueSetState:function(e,t,n){e=e._reactInternals;var r=ts(),a=ns(e),i=Oi(r,a);i.payload=t,null!=n&&(i.callback=n),null!==(t=Ai(e,i,a))&&(rs(t,e,a,r),Fi(t,e,a))},enqueueReplaceState:function(e,t,n){e=e._reactInternals;var r=ts(),a=ns(e),i=Oi(r,a);i.tag=1,i.payload=t,null!=n&&(i.callback=n),null!==(t=Ai(e,i,a))&&(rs(t,e,a,r),Fi(t,e,a))},enqueueForceUpdate:function(e,t){e=e._reactInternals;var n=ts(),r=ns(e),a=Oi(n,r);a.tag=2,null!=t&&(a.callback=t),null!==(t=Ai(e,a,r))&&(rs(t,e,r,n),Fi(t,e,r))}};function Bi(e,t,n,r,a,i,o){return\"function\"==typeof(e=e.stateNode).shouldComponentUpdate?e.shouldComponentUpdate(r,i,o):!(t.prototype&&t.prototype.isPureReactComponent&&lr(n,r)&&lr(a,i))}function Wi(e,t,n){var r=!1,a=Ta,i=t.contextType;return\"object\"==typeof i&&null!==i?i=Ei(i):(a=La(t)?Pa:Ma.current,i=(r=null!=(r=t.contextTypes))?za(e,a):Ta),t=new t(n,i),e.memoizedState=null!==t.state&&void 0!==t.state?t.state:null,t.updater=$i,e.stateNode=t,t._reactInternals=e,r&&((e=e.stateNode).__reactInternalMemoizedUnmaskedChildContext=a,e.__reactInternalMemoizedMaskedChildContext=i),t}function Vi(e,t,n,r){e=t.state,\"function\"==typeof t.componentWillReceiveProps&&t.componentWillReceiveProps(n,r),\"function\"==typeof t.UNSAFE_componentWillReceiveProps&&t.UNSAFE_componentWillReceiveProps(n,r),t.state!==e&&$i.enqueueReplaceState(t,t.state,null)}function Hi(e,t,n,r){var a=e.stateNode;a.props=n,a.state=e.memoizedState,a.refs=Ui,zi(e);var i=t.contextType;\"object\"==typeof i&&null!==i?a.context=Ei(i):(i=La(t)?Pa:Ma.current,a.context=za(e,i)),a.state=e.memoizedState,\"function\"==typeof(i=t.getDerivedStateFromProps)&&(Ii(e,t,i,n),a.state=e.memoizedState),\"function\"==typeof t.getDerivedStateFromProps||\"function\"==typeof a.getSnapshotBeforeUpdate||\"function\"!=typeof a.UNSAFE_componentWillMount&&\"function\"!=typeof a.componentWillMount||(t=a.state,\"function\"==typeof a.componentWillMount&&a.componentWillMount(),\"function\"==typeof a.UNSAFE_componentWillMount&&a.UNSAFE_componentWillMount(),t!==a.state&&$i.enqueueReplaceState(a,a.state,null),Ri(e,n,a,r),a.state=e.memoizedState),\"function\"==typeof a.componentDidMount&&(e.flags|=4194308)}function qi(e,t,n){if(null!==(e=n.ref)&&\"function\"!=typeof e&&\"object\"!=typeof e){if(n._owner){if(n=n._owner){if(1!==n.tag)throw Error(i(309));var r=n.stateNode}if(!r)throw Error(i(147,e));var a=r,o=\"\"+e;return null!==t&&null!==t.ref&&\"function\"==typeof t.ref&&t.ref._stringRef===o?t.ref:(t=function(e){var t=a.refs;t===Ui&&(t=a.refs={}),null===e?delete t[o]:t[o]=e},t._stringRef=o,t)}if(\"string\"!=typeof e)throw Error(i(284));if(!n._owner)throw Error(i(290,e))}return e}function Qi(e,t){throw e=Object.prototype.toString.call(t),Error(i(31,\"[object Object]\"===e?\"object with keys {\"+Object.keys(t).join(\", \")+\"}\":e))}function Yi(e){return(0,e._init)(e._payload)}function Gi(e){function t(t,n){if(e){var r=t.deletions;null===r?(t.deletions=[n],t.flags|=16):r.push(n)}}function n(n,r){if(!e)return null;for(;null!==r;)t(n,r),r=r.sibling;return null}function r(e,t){for(e=new Map;null!==t;)null!==t.key?e.set(t.key,t):e.set(t.index,t),t=t.sibling;return e}function a(e,t){return(e=As(e,t)).index=0,e.sibling=null,e}function o(t,n,r){return t.index=r,e?null!==(r=t.alternate)?(r=r.index)<n?(t.flags|=2,n):r:(t.flags|=2,n):(t.flags|=1048576,n)}function u(t){return e&&null===t.alternate&&(t.flags|=2),t}function l(e,t,n,r){return null===t||6!==t.tag?((t=js(n,e.mode,r)).return=e,t):((t=a(t,n)).return=e,t)}function s(e,t,n,r){var i=n.type;return i===k?f(e,t,n.props.children,r,n.key):null!==t&&(t.elementType===i||\"object\"==typeof i&&null!==i&&i.$$typeof===L&&Yi(i)===t.type)?((r=a(t,n.props)).ref=qi(e,t,n),r.return=e,r):((r=Fs(n.type,n.key,n.props,null,e.mode,r)).ref=qi(e,t,n),r.return=e,r)}function c(e,t,n,r){return null===t||4!==t.tag||t.stateNode.containerInfo!==n.containerInfo||t.stateNode.implementation!==n.implementation?((t=Us(n,e.mode,r)).return=e,t):((t=a(t,n.children||[])).return=e,t)}function f(e,t,n,r,i){return null===t||7!==t.tag?((t=Ds(n,e.mode,r,i)).return=e,t):((t=a(t,n)).return=e,t)}function p(e,t,n){if(\"string\"==typeof t&&\"\"!==t||\"number\"==typeof t)return(t=js(\"\"+t,e.mode,n)).return=e,t;if(\"object\"==typeof t&&null!==t){switch(t.$$typeof){case w:return(n=Fs(t.type,t.key,t.props,null,e.mode,n)).ref=qi(e,null,t),n.return=e,n;case x:return(t=Us(t,e.mode,n)).return=e,t;case L:return p(e,(0,t._init)(t._payload),n)}if(te(t)||F(t))return(t=Ds(t,e.mode,n,null)).return=e,t;Qi(e,t)}return null}function d(e,t,n,r){var a=null!==t?t.key:null;if(\"string\"==typeof n&&\"\"!==n||\"number\"==typeof n)return null!==a?null:l(e,t,\"\"+n,r);if(\"object\"==typeof n&&null!==n){switch(n.$$typeof){case w:return n.key===a?s(e,t,n,r):null;case x:return n.key===a?c(e,t,n,r):null;case L:return d(e,t,(a=n._init)(n._payload),r)}if(te(n)||F(n))return null!==a?null:f(e,t,n,r,null);Qi(e,n)}return null}function h(e,t,n,r,a){if(\"string\"==typeof r&&\"\"!==r||\"number\"==typeof r)return l(t,e=e.get(n)||null,\"\"+r,a);if(\"object\"==typeof r&&null!==r){switch(r.$$typeof){case w:return s(t,e=e.get(null===r.key?n:r.key)||null,r,a);case x:return c(t,e=e.get(null===r.key?n:r.key)||null,r,a);case L:return h(e,t,n,(0,r._init)(r._payload),a)}if(te(r)||F(r))return f(t,e=e.get(n)||null,r,a,null);Qi(t,r)}return null}function v(a,i,u,l){for(var s=null,c=null,f=i,v=i=0,g=null;null!==f&&v<u.length;v++){f.index>v?(g=f,f=null):g=f.sibling;var y=d(a,f,u[v],l);if(null===y){null===f&&(f=g);break}e&&f&&null===y.alternate&&t(a,f),i=o(y,i,v),null===c?s=y:c.sibling=y,c=y,f=g}if(v===u.length)return n(a,f),ai&&Xa(a,v),s;if(null===f){for(;v<u.length;v++)null!==(f=p(a,u[v],l))&&(i=o(f,i,v),null===c?s=f:c.sibling=f,c=f);return ai&&Xa(a,v),s}for(f=r(a,f);v<u.length;v++)null!==(g=h(f,a,v,u[v],l))&&(e&&null!==g.alternate&&f.delete(null===g.key?v:g.key),i=o(g,i,v),null===c?s=g:c.sibling=g,c=g);return e&&f.forEach((function(e){return t(a,e)})),ai&&Xa(a,v),s}function g(a,u,l,s){var c=F(l);if(\"function\"!=typeof c)throw Error(i(150));if(null==(l=c.call(l)))throw Error(i(151));for(var f=c=null,v=u,g=u=0,y=null,m=l.next();null!==v&&!m.done;g++,m=l.next()){v.index>g?(y=v,v=null):y=v.sibling;var b=d(a,v,m.value,s);if(null===b){null===v&&(v=y);break}e&&v&&null===b.alternate&&t(a,v),u=o(b,u,g),null===f?c=b:f.sibling=b,f=b,v=y}if(m.done)return n(a,v),ai&&Xa(a,g),c;if(null===v){for(;!m.done;g++,m=l.next())null!==(m=p(a,m.value,s))&&(u=o(m,u,g),null===f?c=m:f.sibling=m,f=m);return ai&&Xa(a,g),c}for(v=r(a,v);!m.done;g++,m=l.next())null!==(m=h(v,a,g,m.value,s))&&(e&&null!==m.alternate&&v.delete(null===m.key?g:m.key),u=o(m,u,g),null===f?c=m:f.sibling=m,f=m);return e&&v.forEach((function(e){return t(a,e)})),ai&&Xa(a,g),c}return function e(r,i,o,l){if(\"object\"==typeof o&&null!==o&&o.type===k&&null===o.key&&(o=o.props.children),\"object\"==typeof o&&null!==o){switch(o.$$typeof){case w:e:{for(var s=o.key,c=i;null!==c;){if(c.key===s){if((s=o.type)===k){if(7===c.tag){n(r,c.sibling),(i=a(c,o.props.children)).return=r,r=i;break e}}else if(c.elementType===s||\"object\"==typeof s&&null!==s&&s.$$typeof===L&&Yi(s)===c.type){n(r,c.sibling),(i=a(c,o.props)).ref=qi(r,c,o),i.return=r,r=i;break e}n(r,c);break}t(r,c),c=c.sibling}o.type===k?((i=Ds(o.props.children,r.mode,l,o.key)).return=r,r=i):((l=Fs(o.type,o.key,o.props,null,r.mode,l)).ref=qi(r,i,o),l.return=r,r=l)}return u(r);case x:e:{for(c=o.key;null!==i;){if(i.key===c){if(4===i.tag&&i.stateNode.containerInfo===o.containerInfo&&i.stateNode.implementation===o.implementation){n(r,i.sibling),(i=a(i,o.children||[])).return=r,r=i;break e}n(r,i);break}t(r,i),i=i.sibling}(i=Us(o,r.mode,l)).return=r,r=i}return u(r);case L:return e(r,i,(c=o._init)(o._payload),l)}if(te(o))return v(r,i,o,l);if(F(o))return g(r,i,o,l);Qi(r,o)}return\"string\"==typeof o&&\"\"!==o||\"number\"==typeof o?(o=\"\"+o,null!==i&&6===i.tag?(n(r,i.sibling),(i=a(i,o)).return=r,r=i):(n(r,i),(i=js(o,r.mode,l)).return=r,r=i),u(r)):n(r,i)}}var Ki=Gi(!0),Zi=Gi(!1),Xi={},Ji=Sa(Xi),eo=Sa(Xi),to=Sa(Xi);function no(e){if(e===Xi)throw Error(i(174));return e}function ro(e,t){switch(Ca(to,t),Ca(eo,e),Ca(Ji,Xi),e=t.nodeType){case 9:case 11:t=(t=t.documentElement)?t.namespaceURI:le(null,\"\");break;default:t=le(t=(e=8===e?t.parentNode:t).namespaceURI||null,e=e.tagName)}Ea(Ji),Ca(Ji,t)}function ao(){Ea(Ji),Ea(eo),Ea(to)}function io(e){no(to.current);var t=no(Ji.current),n=le(t,e.type);t!==n&&(Ca(eo,e),Ca(Ji,n))}function oo(e){eo.current===e&&(Ea(Ji),Ea(eo))}var uo=Sa(0);function lo(e){for(var t=e;null!==t;){if(13===t.tag){var n=t.memoizedState;if(null!==n&&(null===(n=n.dehydrated)||\"$?\"===n.data||\"$!\"===n.data))return t}else if(19===t.tag&&void 0!==t.memoizedProps.revealOrder){if(0!=(128&t.flags))return t}else if(null!==t.child){t.child.return=t,t=t.child;continue}if(t===e)break;for(;null===t.sibling;){if(null===t.return||t.return===e)return null;t=t.return}t.sibling.return=t.return,t=t.sibling}return null}var so=[];function co(){for(var e=0;e<so.length;e++)so[e]._workInProgressVersionPrimary=null;so.length=0}var fo=_.ReactCurrentDispatcher,po=_.ReactCurrentBatchConfig,ho=0,vo=null,go=null,yo=null,mo=!1,bo=!1,_o=0,wo=0;function xo(){throw Error(i(321))}function ko(e,t){if(null===t)return!1;for(var n=0;n<t.length&&n<e.length;n++)if(!ur(e[n],t[n]))return!1;return!0}function So(e,t,n,r,a,o){if(ho=o,vo=t,t.memoizedState=null,t.updateQueue=null,t.lanes=0,fo.current=null===e||null===e.memoizedState?uu:lu,e=n(r,a),bo){o=0;do{if(bo=!1,_o=0,25<=o)throw Error(i(301));o+=1,yo=go=null,t.updateQueue=null,fo.current=su,e=n(r,a)}while(bo)}if(fo.current=ou,t=null!==go&&null!==go.next,ho=0,yo=go=vo=null,mo=!1,t)throw Error(i(300));return e}function Eo(){var e=0!==_o;return _o=0,e}function Co(){var e={memoizedState:null,baseState:null,baseQueue:null,queue:null,next:null};return null===yo?vo.memoizedState=yo=e:yo=yo.next=e,yo}function To(){if(null===go){var e=vo.alternate;e=null!==e?e.memoizedState:null}else e=go.next;var t=null===yo?vo.memoizedState:yo.next;if(null!==t)yo=t,go=e;else{if(null===e)throw Error(i(310));e={memoizedState:(go=e).memoizedState,baseState:go.baseState,baseQueue:go.baseQueue,queue:go.queue,next:null},null===yo?vo.memoizedState=yo=e:yo=yo.next=e}return yo}function Mo(e,t){return\"function\"==typeof t?t(e):t}function No(e){var t=To(),n=t.queue;if(null===n)throw Error(i(311));n.lastRenderedReducer=e;var r=go,a=r.baseQueue,o=n.pending;if(null!==o){if(null!==a){var u=a.next;a.next=o.next,o.next=u}r.baseQueue=a=o,n.pending=null}if(null!==a){o=a.next,r=r.baseState;var l=u=null,s=null,c=o;do{var f=c.lane;if((ho&f)===f)null!==s&&(s=s.next={lane:0,action:c.action,hasEagerState:c.hasEagerState,eagerState:c.eagerState,next:null}),r=c.hasEagerState?c.eagerState:e(r,c.action);else{var p={lane:f,action:c.action,hasEagerState:c.hasEagerState,eagerState:c.eagerState,next:null};null===s?(l=s=p,u=r):s=s.next=p,vo.lanes|=f,Rl|=f}c=c.next}while(null!==c&&c!==o);null===s?u=r:s.next=l,ur(r,t.memoizedState)||(_u=!0),t.memoizedState=r,t.baseState=u,t.baseQueue=s,n.lastRenderedState=r}if(null!==(e=n.interleaved)){a=e;do{o=a.lane,vo.lanes|=o,Rl|=o,a=a.next}while(a!==e)}else null===a&&(n.lanes=0);return[t.memoizedState,n.dispatch]}function Po(e){var t=To(),n=t.queue;if(null===n)throw Error(i(311));n.lastRenderedReducer=e;var r=n.dispatch,a=n.pending,o=t.memoizedState;if(null!==a){n.pending=null;var u=a=a.next;do{o=e(o,u.action),u=u.next}while(u!==a);ur(o,t.memoizedState)||(_u=!0),t.memoizedState=o,null===t.baseQueue&&(t.baseState=o),n.lastRenderedState=o}return[o,r]}function zo(){}function Lo(e,t){var n=vo,r=To(),a=t(),o=!ur(r.memoizedState,a);if(o&&(r.memoizedState=a,_u=!0),r=r.queue,Vo(Fo.bind(null,n,r,e),[e]),r.getSnapshot!==t||o||null!==yo&&1&yo.memoizedState.tag){if(n.flags|=2048,Uo(9,Ao.bind(null,n,r,a,t),void 0,null),null===Pl)throw Error(i(349));0!=(30&ho)||Oo(n,t,a)}return a}function Oo(e,t,n){e.flags|=16384,e={getSnapshot:t,value:n},null===(t=vo.updateQueue)?(t={lastEffect:null,stores:null},vo.updateQueue=t,t.stores=[e]):null===(n=t.stores)?t.stores=[e]:n.push(e)}function Ao(e,t,n,r){t.value=n,t.getSnapshot=r,Do(t)&&Ro(e)}function Fo(e,t,n){return n((function(){Do(t)&&Ro(e)}))}function Do(e){var t=e.getSnapshot;e=e.value;try{var n=t();return!ur(e,n)}catch(e){return!0}}function Ro(e){var t=Ni(e,1);null!==t&&rs(t,e,1,-1)}function jo(e){var t=Co();return\"function\"==typeof e&&(e=e()),t.memoizedState=t.baseState=e,e={pending:null,interleaved:null,lanes:0,dispatch:null,lastRenderedReducer:Mo,lastRenderedState:e},t.queue=e,e=e.dispatch=nu.bind(null,vo,e),[t.memoizedState,e]}function Uo(e,t,n,r){return e={tag:e,create:t,destroy:n,deps:r,next:null},null===(t=vo.updateQueue)?(t={lastEffect:null,stores:null},vo.updateQueue=t,t.lastEffect=e.next=e):null===(n=t.lastEffect)?t.lastEffect=e.next=e:(r=n.next,n.next=e,e.next=r,t.lastEffect=e),e}function Io(){return To().memoizedState}function $o(e,t,n,r){var a=Co();vo.flags|=e,a.memoizedState=Uo(1|t,n,void 0,void 0===r?null:r)}function Bo(e,t,n,r){var a=To();r=void 0===r?null:r;var i=void 0;if(null!==go){var o=go.memoizedState;if(i=o.destroy,null!==r&&ko(r,o.deps))return void(a.memoizedState=Uo(t,n,i,r))}vo.flags|=e,a.memoizedState=Uo(1|t,n,i,r)}function Wo(e,t){return $o(8390656,8,e,t)}function Vo(e,t){return Bo(2048,8,e,t)}function Ho(e,t){return Bo(4,2,e,t)}function qo(e,t){return Bo(4,4,e,t)}function Qo(e,t){return\"function\"==typeof t?(e=e(),t(e),function(){t(null)}):null!=t?(e=e(),t.current=e,function(){t.current=null}):void 0}function Yo(e,t,n){return n=null!=n?n.concat([e]):null,Bo(4,4,Qo.bind(null,t,e),n)}function Go(){}function Ko(e,t){var n=To();t=void 0===t?null:t;var r=n.memoizedState;return null!==r&&null!==t&&ko(t,r[1])?r[0]:(n.memoizedState=[e,t],e)}function Zo(e,t){var n=To();t=void 0===t?null:t;var r=n.memoizedState;return null!==r&&null!==t&&ko(t,r[1])?r[0]:(e=e(),n.memoizedState=[e,t],e)}function Xo(e,t,n){return 0==(21&ho)?(e.baseState&&(e.baseState=!1,_u=!0),e.memoizedState=n):(ur(n,t)||(n=vt(),vo.lanes|=n,Rl|=n,e.baseState=!0),t)}function Jo(e,t){var n=bt;bt=0!==n&&4>n?n:4,e(!0);var r=po.transition;po.transition={};try{e(!1),t()}finally{bt=n,po.transition=r}}function eu(){return To().memoizedState}function tu(e,t,n){var r=ns(e);n={lane:r,action:n,hasEagerState:!1,eagerState:null,next:null},ru(e)?au(t,n):null!==(n=Mi(e,t,n,r))&&(rs(n,e,r,ts()),iu(n,t,r))}function nu(e,t,n){var r=ns(e),a={lane:r,action:n,hasEagerState:!1,eagerState:null,next:null};if(ru(e))au(t,a);else{var i=e.alternate;if(0===e.lanes&&(null===i||0===i.lanes)&&null!==(i=t.lastRenderedReducer))try{var o=t.lastRenderedState,u=i(o,n);if(a.hasEagerState=!0,a.eagerState=u,ur(u,o)){var l=t.interleaved;return null===l?(a.next=a,Ti(t)):(a.next=l.next,l.next=a),void(t.interleaved=a)}}catch(e){}null!==(n=Mi(e,t,a,r))&&(rs(n,e,r,a=ts()),iu(n,t,r))}}function ru(e){var t=e.alternate;return e===vo||null!==t&&t===vo}function au(e,t){bo=mo=!0;var n=e.pending;null===n?t.next=t:(t.next=n.next,n.next=t),e.pending=t}function iu(e,t,n){if(0!=(4194240&n)){var r=t.lanes;n|=r&=e.pendingLanes,t.lanes=n,mt(e,n)}}var ou={readContext:Ei,useCallback:xo,useContext:xo,useEffect:xo,useImperativeHandle:xo,useInsertionEffect:xo,useLayoutEffect:xo,useMemo:xo,useReducer:xo,useRef:xo,useState:xo,useDebugValue:xo,useDeferredValue:xo,useTransition:xo,useMutableSource:xo,useSyncExternalStore:xo,useId:xo,unstable_isNewReconciler:!1},uu={readContext:Ei,useCallback:function(e,t){return Co().memoizedState=[e,void 0===t?null:t],e},useContext:Ei,useEffect:Wo,useImperativeHandle:function(e,t,n){return n=null!=n?n.concat([e]):null,$o(4194308,4,Qo.bind(null,t,e),n)},useLayoutEffect:function(e,t){return $o(4194308,4,e,t)},useInsertionEffect:function(e,t){return $o(4,2,e,t)},useMemo:function(e,t){var n=Co();return t=void 0===t?null:t,e=e(),n.memoizedState=[e,t],e},useReducer:function(e,t,n){var r=Co();return t=void 0!==n?n(t):t,r.memoizedState=r.baseState=t,e={pending:null,interleaved:null,lanes:0,dispatch:null,lastRenderedReducer:e,lastRenderedState:t},r.queue=e,e=e.dispatch=tu.bind(null,vo,e),[r.memoizedState,e]},useRef:function(e){return e={current:e},Co().memoizedState=e},useState:jo,useDebugValue:Go,useDeferredValue:function(e){return Co().memoizedState=e},useTransition:function(){var e=jo(!1),t=e[0];return e=Jo.bind(null,e[1]),Co().memoizedState=e,[t,e]},useMutableSource:function(){},useSyncExternalStore:function(e,t,n){var r=vo,a=Co();if(ai){if(void 0===n)throw Error(i(407));n=n()}else{if(n=t(),null===Pl)throw Error(i(349));0!=(30&ho)||Oo(r,t,n)}a.memoizedState=n;var o={value:n,getSnapshot:t};return a.queue=o,Wo(Fo.bind(null,r,o,e),[e]),r.flags|=2048,Uo(9,Ao.bind(null,r,o,n,t),void 0,null),n},useId:function(){var e=Co(),t=Pl.identifierPrefix;if(ai){var n=Za;t=\":\"+t+\"R\"+(n=(Ka&~(1<<32-ot(Ka)-1)).toString(32)+n),0<(n=_o++)&&(t+=\"H\"+n.toString(32)),t+=\":\"}else t=\":\"+t+\"r\"+(n=wo++).toString(32)+\":\";return e.memoizedState=t},unstable_isNewReconciler:!1},lu={readContext:Ei,useCallback:Ko,useContext:Ei,useEffect:Vo,useImperativeHandle:Yo,useInsertionEffect:Ho,useLayoutEffect:qo,useMemo:Zo,useReducer:No,useRef:Io,useState:function(){return No(Mo)},useDebugValue:Go,useDeferredValue:function(e){return Xo(To(),go.memoizedState,e)},useTransition:function(){return[No(Mo)[0],To().memoizedState]},useMutableSource:zo,useSyncExternalStore:Lo,useId:eu,unstable_isNewReconciler:!1},su={readContext:Ei,useCallback:Ko,useContext:Ei,useEffect:Vo,useImperativeHandle:Yo,useInsertionEffect:Ho,useLayoutEffect:qo,useMemo:Zo,useReducer:Po,useRef:Io,useState:function(){return Po(Mo)},useDebugValue:Go,useDeferredValue:function(e){var t=To();return null===go?t.memoizedState=e:Xo(t,go.memoizedState,e)},useTransition:function(){return[Po(Mo)[0],To().memoizedState]},useMutableSource:zo,useSyncExternalStore:Lo,useId:eu,unstable_isNewReconciler:!1};function cu(e,t){try{var n=\"\",r=t;do{n+=$(r),r=r.return}while(r);var a=n}catch(e){a=\"\\nError generating stack: \"+e.message+\"\\n\"+e.stack}return{value:e,source:t,stack:a,digest:null}}function fu(e,t,n){return{value:e,source:null,stack:null!=n?n:null,digest:null!=t?t:null}}function pu(e,t){try{console.error(t.value)}catch(e){setTimeout((function(){throw e}))}}var du=\"function\"==typeof WeakMap?WeakMap:Map;function hu(e,t,n){(n=Oi(-1,n)).tag=3,n.payload={element:null};var r=t.value;return n.callback=function(){Hl||(Hl=!0,ql=r),pu(0,t)},n}function vu(e,t,n){(n=Oi(-1,n)).tag=3;var r=e.type.getDerivedStateFromError;if(\"function\"==typeof r){var a=t.value;n.payload=function(){return r(a)},n.callback=function(){pu(0,t)}}var i=e.stateNode;return null!==i&&\"function\"==typeof i.componentDidCatch&&(n.callback=function(){pu(0,t),\"function\"!=typeof r&&(null===Ql?Ql=new Set([this]):Ql.add(this));var e=t.stack;this.componentDidCatch(t.value,{componentStack:null!==e?e:\"\"})}),n}function gu(e,t,n){var r=e.pingCache;if(null===r){r=e.pingCache=new du;var a=new Set;r.set(t,a)}else void 0===(a=r.get(t))&&(a=new Set,r.set(t,a));a.has(n)||(a.add(n),e=Cs.bind(null,e,t,n),t.then(e,e))}function yu(e){do{var t;if((t=13===e.tag)&&(t=null===(t=e.memoizedState)||null!==t.dehydrated),t)return e;e=e.return}while(null!==e);return null}function mu(e,t,n,r,a){return 0==(1&e.mode)?(e===t?e.flags|=65536:(e.flags|=128,n.flags|=131072,n.flags&=-52805,1===n.tag&&(null===n.alternate?n.tag=17:((t=Oi(-1,1)).tag=2,Ai(n,t,1))),n.lanes|=1),e):(e.flags|=65536,e.lanes=a,e)}var bu=_.ReactCurrentOwner,_u=!1;function wu(e,t,n,r){t.child=null===e?Zi(t,null,n,r):Ki(t,e.child,n,r)}function xu(e,t,n,r,a){n=n.render;var i=t.ref;return Si(t,a),r=So(e,t,n,r,i,a),n=Eo(),null===e||_u?(ai&&n&&ei(t),t.flags|=1,wu(e,t,r,a),t.child):(t.updateQueue=e.updateQueue,t.flags&=-2053,e.lanes&=~a,Hu(e,t,a))}function ku(e,t,n,r,a){if(null===e){var i=n.type;return\"function\"!=typeof i||Os(i)||void 0!==i.defaultProps||null!==n.compare||void 0!==n.defaultProps?((e=Fs(n.type,null,r,t,t.mode,a)).ref=t.ref,e.return=t,t.child=e):(t.tag=15,t.type=i,Su(e,t,i,r,a))}if(i=e.child,0==(e.lanes&a)){var o=i.memoizedProps;if((n=null!==(n=n.compare)?n:lr)(o,r)&&e.ref===t.ref)return Hu(e,t,a)}return t.flags|=1,(e=As(i,r)).ref=t.ref,e.return=t,t.child=e}function Su(e,t,n,r,a){if(null!==e){var i=e.memoizedProps;if(lr(i,r)&&e.ref===t.ref){if(_u=!1,t.pendingProps=r=i,0==(e.lanes&a))return t.lanes=e.lanes,Hu(e,t,a);0!=(131072&e.flags)&&(_u=!0)}}return Tu(e,t,n,r,a)}function Eu(e,t,n){var r=t.pendingProps,a=r.children,i=null!==e?e.memoizedState:null;if(\"hidden\"===r.mode)if(0==(1&t.mode))t.memoizedState={baseLanes:0,cachePool:null,transitions:null},Ca(Al,Ol),Ol|=n;else{if(0==(1073741824&n))return e=null!==i?i.baseLanes|n:n,t.lanes=t.childLanes=1073741824,t.memoizedState={baseLanes:e,cachePool:null,transitions:null},t.updateQueue=null,Ca(Al,Ol),Ol|=e,null;t.memoizedState={baseLanes:0,cachePool:null,transitions:null},r=null!==i?i.baseLanes:n,Ca(Al,Ol),Ol|=r}else null!==i?(r=i.baseLanes|n,t.memoizedState=null):r=n,Ca(Al,Ol),Ol|=r;return wu(e,t,a,n),t.child}function Cu(e,t){var n=t.ref;(null===e&&null!==n||null!==e&&e.ref!==n)&&(t.flags|=512,t.flags|=2097152)}function Tu(e,t,n,r,a){var i=La(n)?Pa:Ma.current;return i=za(t,i),Si(t,a),n=So(e,t,n,r,i,a),r=Eo(),null===e||_u?(ai&&r&&ei(t),t.flags|=1,wu(e,t,n,a),t.child):(t.updateQueue=e.updateQueue,t.flags&=-2053,e.lanes&=~a,Hu(e,t,a))}function Mu(e,t,n,r,a){if(La(n)){var i=!0;Da(t)}else i=!1;if(Si(t,a),null===t.stateNode)Vu(e,t),Wi(t,n,r),Hi(t,n,r,a),r=!0;else if(null===e){var o=t.stateNode,u=t.memoizedProps;o.props=u;var l=o.context,s=n.contextType;s=\"object\"==typeof s&&null!==s?Ei(s):za(t,s=La(n)?Pa:Ma.current);var c=n.getDerivedStateFromProps,f=\"function\"==typeof c||\"function\"==typeof o.getSnapshotBeforeUpdate;f||\"function\"!=typeof o.UNSAFE_componentWillReceiveProps&&\"function\"!=typeof o.componentWillReceiveProps||(u!==r||l!==s)&&Vi(t,o,r,s),Pi=!1;var p=t.memoizedState;o.state=p,Ri(t,r,o,a),l=t.memoizedState,u!==r||p!==l||Na.current||Pi?(\"function\"==typeof c&&(Ii(t,n,c,r),l=t.memoizedState),(u=Pi||Bi(t,n,u,r,p,l,s))?(f||\"function\"!=typeof o.UNSAFE_componentWillMount&&\"function\"!=typeof o.componentWillMount||(\"function\"==typeof o.componentWillMount&&o.componentWillMount(),\"function\"==typeof o.UNSAFE_componentWillMount&&o.UNSAFE_componentWillMount()),\"function\"==typeof o.componentDidMount&&(t.flags|=4194308)):(\"function\"==typeof o.componentDidMount&&(t.flags|=4194308),t.memoizedProps=r,t.memoizedState=l),o.props=r,o.state=l,o.context=s,r=u):(\"function\"==typeof o.componentDidMount&&(t.flags|=4194308),r=!1)}else{o=t.stateNode,Li(e,t),u=t.memoizedProps,s=t.type===t.elementType?u:gi(t.type,u),o.props=s,f=t.pendingProps,p=o.context,l=\"object\"==typeof(l=n.contextType)&&null!==l?Ei(l):za(t,l=La(n)?Pa:Ma.current);var d=n.getDerivedStateFromProps;(c=\"function\"==typeof d||\"function\"==typeof o.getSnapshotBeforeUpdate)||\"function\"!=typeof o.UNSAFE_componentWillReceiveProps&&\"function\"!=typeof o.componentWillReceiveProps||(u!==f||p!==l)&&Vi(t,o,r,l),Pi=!1,p=t.memoizedState,o.state=p,Ri(t,r,o,a);var h=t.memoizedState;u!==f||p!==h||Na.current||Pi?(\"function\"==typeof d&&(Ii(t,n,d,r),h=t.memoizedState),(s=Pi||Bi(t,n,s,r,p,h,l)||!1)?(c||\"function\"!=typeof o.UNSAFE_componentWillUpdate&&\"function\"!=typeof o.componentWillUpdate||(\"function\"==typeof o.componentWillUpdate&&o.componentWillUpdate(r,h,l),\"function\"==typeof o.UNSAFE_componentWillUpdate&&o.UNSAFE_componentWillUpdate(r,h,l)),\"function\"==typeof o.componentDidUpdate&&(t.flags|=4),\"function\"==typeof o.getSnapshotBeforeUpdate&&(t.flags|=1024)):(\"function\"!=typeof o.componentDidUpdate||u===e.memoizedProps&&p===e.memoizedState||(t.flags|=4),\"function\"!=typeof o.getSnapshotBeforeUpdate||u===e.memoizedProps&&p===e.memoizedState||(t.flags|=1024),t.memoizedProps=r,t.memoizedState=h),o.props=r,o.state=h,o.context=l,r=s):(\"function\"!=typeof o.componentDidUpdate||u===e.memoizedProps&&p===e.memoizedState||(t.flags|=4),\"function\"!=typeof o.getSnapshotBeforeUpdate||u===e.memoizedProps&&p===e.memoizedState||(t.flags|=1024),r=!1)}return Nu(e,t,n,r,i,a)}function Nu(e,t,n,r,a,i){Cu(e,t);var o=0!=(128&t.flags);if(!r&&!o)return a&&Ra(t,n,!1),Hu(e,t,i);r=t.stateNode,bu.current=t;var u=o&&\"function\"!=typeof n.getDerivedStateFromError?null:r.render();return t.flags|=1,null!==e&&o?(t.child=Ki(t,e.child,null,i),t.child=Ki(t,null,u,i)):wu(e,t,u,i),t.memoizedState=r.state,a&&Ra(t,n,!0),t.child}function Pu(e){var t=e.stateNode;t.pendingContext?Aa(0,t.pendingContext,t.pendingContext!==t.context):t.context&&Aa(0,t.context,!1),ro(e,t.containerInfo)}function zu(e,t,n,r,a){return di(),hi(a),t.flags|=256,wu(e,t,n,r),t.child}var Lu,Ou,Au,Fu,Du={dehydrated:null,treeContext:null,retryLane:0};function Ru(e){return{baseLanes:e,cachePool:null,transitions:null}}function ju(e,t,n){var r,a=t.pendingProps,o=uo.current,u=!1,l=0!=(128&t.flags);if((r=l)||(r=(null===e||null!==e.memoizedState)&&0!=(2&o)),r?(u=!0,t.flags&=-129):null!==e&&null===e.memoizedState||(o|=1),Ca(uo,1&o),null===e)return si(t),null!==(e=t.memoizedState)&&null!==(e=e.dehydrated)?(0==(1&t.mode)?t.lanes=1:\"$!\"===e.data?t.lanes=8:t.lanes=1073741824,null):(l=a.children,e=a.fallback,u?(a=t.mode,u=t.child,l={mode:\"hidden\",children:l},0==(1&a)&&null!==u?(u.childLanes=0,u.pendingProps=l):u=Rs(l,a,0,null),e=Ds(e,a,n,null),u.return=t,e.return=t,u.sibling=e,t.child=u,t.child.memoizedState=Ru(n),t.memoizedState=Du,e):Uu(t,l));if(null!==(o=e.memoizedState)&&null!==(r=o.dehydrated))return function(e,t,n,r,a,o,u){if(n)return 256&t.flags?(t.flags&=-257,Iu(e,t,u,r=fu(Error(i(422))))):null!==t.memoizedState?(t.child=e.child,t.flags|=128,null):(o=r.fallback,a=t.mode,r=Rs({mode:\"visible\",children:r.children},a,0,null),(o=Ds(o,a,u,null)).flags|=2,r.return=t,o.return=t,r.sibling=o,t.child=r,0!=(1&t.mode)&&Ki(t,e.child,null,u),t.child.memoizedState=Ru(u),t.memoizedState=Du,o);if(0==(1&t.mode))return Iu(e,t,u,null);if(\"$!\"===a.data){if(r=a.nextSibling&&a.nextSibling.dataset)var l=r.dgst;return r=l,Iu(e,t,u,r=fu(o=Error(i(419)),r,void 0))}if(l=0!=(u&e.childLanes),_u||l){if(null!==(r=Pl)){switch(u&-u){case 4:a=2;break;case 16:a=8;break;case 64:case 128:case 256:case 512:case 1024:case 2048:case 4096:case 8192:case 16384:case 32768:case 65536:case 131072:case 262144:case 524288:case 1048576:case 2097152:case 4194304:case 8388608:case 16777216:case 33554432:case 67108864:a=32;break;case 536870912:a=268435456;break;default:a=0}0!==(a=0!=(a&(r.suspendedLanes|u))?0:a)&&a!==o.retryLane&&(o.retryLane=a,Ni(e,a),rs(r,e,a,-1))}return gs(),Iu(e,t,u,r=fu(Error(i(421))))}return\"$?\"===a.data?(t.flags|=128,t.child=e.child,t=Ms.bind(null,e),a._reactRetry=t,null):(e=o.treeContext,ri=sa(a.nextSibling),ni=t,ai=!0,ii=null,null!==e&&(Qa[Ya++]=Ka,Qa[Ya++]=Za,Qa[Ya++]=Ga,Ka=e.id,Za=e.overflow,Ga=t),(t=Uu(t,r.children)).flags|=4096,t)}(e,t,l,a,r,o,n);if(u){u=a.fallback,l=t.mode,r=(o=e.child).sibling;var s={mode:\"hidden\",children:a.children};return 0==(1&l)&&t.child!==o?((a=t.child).childLanes=0,a.pendingProps=s,t.deletions=null):(a=As(o,s)).subtreeFlags=14680064&o.subtreeFlags,null!==r?u=As(r,u):(u=Ds(u,l,n,null)).flags|=2,u.return=t,a.return=t,a.sibling=u,t.child=a,a=u,u=t.child,l=null===(l=e.child.memoizedState)?Ru(n):{baseLanes:l.baseLanes|n,cachePool:null,transitions:l.transitions},u.memoizedState=l,u.childLanes=e.childLanes&~n,t.memoizedState=Du,a}return e=(u=e.child).sibling,a=As(u,{mode:\"visible\",children:a.children}),0==(1&t.mode)&&(a.lanes=n),a.return=t,a.sibling=null,null!==e&&(null===(n=t.deletions)?(t.deletions=[e],t.flags|=16):n.push(e)),t.child=a,t.memoizedState=null,a}function Uu(e,t){return(t=Rs({mode:\"visible\",children:t},e.mode,0,null)).return=e,e.child=t}function Iu(e,t,n,r){return null!==r&&hi(r),Ki(t,e.child,null,n),(e=Uu(t,t.pendingProps.children)).flags|=2,t.memoizedState=null,e}function $u(e,t,n){e.lanes|=t;var r=e.alternate;null!==r&&(r.lanes|=t),ki(e.return,t,n)}function Bu(e,t,n,r,a){var i=e.memoizedState;null===i?e.memoizedState={isBackwards:t,rendering:null,renderingStartTime:0,last:r,tail:n,tailMode:a}:(i.isBackwards=t,i.rendering=null,i.renderingStartTime=0,i.last=r,i.tail=n,i.tailMode=a)}function Wu(e,t,n){var r=t.pendingProps,a=r.revealOrder,i=r.tail;if(wu(e,t,r.children,n),0!=(2&(r=uo.current)))r=1&r|2,t.flags|=128;else{if(null!==e&&0!=(128&e.flags))e:for(e=t.child;null!==e;){if(13===e.tag)null!==e.memoizedState&&$u(e,n,t);else if(19===e.tag)$u(e,n,t);else if(null!==e.child){e.child.return=e,e=e.child;continue}if(e===t)break e;for(;null===e.sibling;){if(null===e.return||e.return===t)break e;e=e.return}e.sibling.return=e.return,e=e.sibling}r&=1}if(Ca(uo,r),0==(1&t.mode))t.memoizedState=null;else switch(a){case\"forwards\":for(n=t.child,a=null;null!==n;)null!==(e=n.alternate)&&null===lo(e)&&(a=n),n=n.sibling;null===(n=a)?(a=t.child,t.child=null):(a=n.sibling,n.sibling=null),Bu(t,!1,a,n,i);break;case\"backwards\":for(n=null,a=t.child,t.child=null;null!==a;){if(null!==(e=a.alternate)&&null===lo(e)){t.child=a;break}e=a.sibling,a.sibling=n,n=a,a=e}Bu(t,!0,n,null,i);break;case\"together\":Bu(t,!1,null,null,void 0);break;default:t.memoizedState=null}return t.child}function Vu(e,t){0==(1&t.mode)&&null!==e&&(e.alternate=null,t.alternate=null,t.flags|=2)}function Hu(e,t,n){if(null!==e&&(t.dependencies=e.dependencies),Rl|=t.lanes,0==(n&t.childLanes))return null;if(null!==e&&t.child!==e.child)throw Error(i(153));if(null!==t.child){for(n=As(e=t.child,e.pendingProps),t.child=n,n.return=t;null!==e.sibling;)e=e.sibling,(n=n.sibling=As(e,e.pendingProps)).return=t;n.sibling=null}return t.child}function qu(e,t){if(!ai)switch(e.tailMode){case\"hidden\":t=e.tail;for(var n=null;null!==t;)null!==t.alternate&&(n=t),t=t.sibling;null===n?e.tail=null:n.sibling=null;break;case\"collapsed\":n=e.tail;for(var r=null;null!==n;)null!==n.alternate&&(r=n),n=n.sibling;null===r?t||null===e.tail?e.tail=null:e.tail.sibling=null:r.sibling=null}}function Qu(e){var t=null!==e.alternate&&e.alternate.child===e.child,n=0,r=0;if(t)for(var a=e.child;null!==a;)n|=a.lanes|a.childLanes,r|=14680064&a.subtreeFlags,r|=14680064&a.flags,a.return=e,a=a.sibling;else for(a=e.child;null!==a;)n|=a.lanes|a.childLanes,r|=a.subtreeFlags,r|=a.flags,a.return=e,a=a.sibling;return e.subtreeFlags|=r,e.childLanes=n,t}function Yu(e,t,n){var r=t.pendingProps;switch(ti(t),t.tag){case 2:case 16:case 15:case 0:case 11:case 7:case 8:case 12:case 9:case 14:return Qu(t),null;case 1:case 17:return La(t.type)&&Oa(),Qu(t),null;case 3:return r=t.stateNode,ao(),Ea(Na),Ea(Ma),co(),r.pendingContext&&(r.context=r.pendingContext,r.pendingContext=null),null!==e&&null!==e.child||(fi(t)?t.flags|=4:null===e||e.memoizedState.isDehydrated&&0==(256&t.flags)||(t.flags|=1024,null!==ii&&(us(ii),ii=null))),Ou(e,t),Qu(t),null;case 5:oo(t);var a=no(to.current);if(n=t.type,null!==e&&null!=t.stateNode)Au(e,t,n,r,a),e.ref!==t.ref&&(t.flags|=512,t.flags|=2097152);else{if(!r){if(null===t.stateNode)throw Error(i(166));return Qu(t),null}if(e=no(Ji.current),fi(t)){r=t.stateNode,n=t.type;var o=t.memoizedProps;switch(r[pa]=t,r[da]=o,e=0!=(1&t.mode),n){case\"dialog\":Ur(\"cancel\",r),Ur(\"close\",r);break;case\"iframe\":case\"object\":case\"embed\":Ur(\"load\",r);break;case\"video\":case\"audio\":for(a=0;a<Fr.length;a++)Ur(Fr[a],r);break;case\"source\":Ur(\"error\",r);break;case\"img\":case\"image\":case\"link\":Ur(\"error\",r),Ur(\"load\",r);break;case\"details\":Ur(\"toggle\",r);break;case\"input\":K(r,o),Ur(\"invalid\",r);break;case\"select\":r._wrapperState={wasMultiple:!!o.multiple},Ur(\"invalid\",r);break;case\"textarea\":ae(r,o),Ur(\"invalid\",r)}for(var l in me(n,o),a=null,o)if(o.hasOwnProperty(l)){var s=o[l];\"children\"===l?\"string\"==typeof s?r.textContent!==s&&(!0!==o.suppressHydrationWarning&&Xr(r.textContent,s,e),a=[\"children\",s]):\"number\"==typeof s&&r.textContent!==\"\"+s&&(!0!==o.suppressHydrationWarning&&Xr(r.textContent,s,e),a=[\"children\",\"\"+s]):u.hasOwnProperty(l)&&null!=s&&\"onScroll\"===l&&Ur(\"scroll\",r)}switch(n){case\"input\":q(r),J(r,o,!0);break;case\"textarea\":q(r),oe(r);break;case\"select\":case\"option\":break;default:\"function\"==typeof o.onClick&&(r.onclick=Jr)}r=a,t.updateQueue=r,null!==r&&(t.flags|=4)}else{l=9===a.nodeType?a:a.ownerDocument,\"http://www.w3.org/1999/xhtml\"===e&&(e=ue(n)),\"http://www.w3.org/1999/xhtml\"===e?\"script\"===n?((e=l.createElement(\"div\")).innerHTML=\"<script><\\/script>\",e=e.removeChild(e.firstChild)):\"string\"==typeof r.is?e=l.createElement(n,{is:r.is}):(e=l.createElement(n),\"select\"===n&&(l=e,r.multiple?l.multiple=!0:r.size&&(l.size=r.size))):e=l.createElementNS(e,n),e[pa]=t,e[da]=r,Lu(e,t,!1,!1),t.stateNode=e;e:{switch(l=be(n,r),n){case\"dialog\":Ur(\"cancel\",e),Ur(\"close\",e),a=r;break;case\"iframe\":case\"object\":case\"embed\":Ur(\"load\",e),a=r;break;case\"video\":case\"audio\":for(a=0;a<Fr.length;a++)Ur(Fr[a],e);a=r;break;case\"source\":Ur(\"error\",e),a=r;break;case\"img\":case\"image\":case\"link\":Ur(\"error\",e),Ur(\"load\",e),a=r;break;case\"details\":Ur(\"toggle\",e),a=r;break;case\"input\":K(e,r),a=G(e,r),Ur(\"invalid\",e);break;case\"option\":default:a=r;break;case\"select\":e._wrapperState={wasMultiple:!!r.multiple},a=R({},r,{value:void 0}),Ur(\"invalid\",e);break;case\"textarea\":ae(e,r),a=re(e,r),Ur(\"invalid\",e)}for(o in me(n,a),s=a)if(s.hasOwnProperty(o)){var c=s[o];\"style\"===o?ge(e,c):\"dangerouslySetInnerHTML\"===o?null!=(c=c?c.__html:void 0)&&fe(e,c):\"children\"===o?\"string\"==typeof c?(\"textarea\"!==n||\"\"!==c)&&pe(e,c):\"number\"==typeof c&&pe(e,\"\"+c):\"suppressContentEditableWarning\"!==o&&\"suppressHydrationWarning\"!==o&&\"autoFocus\"!==o&&(u.hasOwnProperty(o)?null!=c&&\"onScroll\"===o&&Ur(\"scroll\",e):null!=c&&b(e,o,c,l))}switch(n){case\"input\":q(e),J(e,r,!1);break;case\"textarea\":q(e),oe(e);break;case\"option\":null!=r.value&&e.setAttribute(\"value\",\"\"+V(r.value));break;case\"select\":e.multiple=!!r.multiple,null!=(o=r.value)?ne(e,!!r.multiple,o,!1):null!=r.defaultValue&&ne(e,!!r.multiple,r.defaultValue,!0);break;default:\"function\"==typeof a.onClick&&(e.onclick=Jr)}switch(n){case\"button\":case\"input\":case\"select\":case\"textarea\":r=!!r.autoFocus;break e;case\"img\":r=!0;break e;default:r=!1}}r&&(t.flags|=4)}null!==t.ref&&(t.flags|=512,t.flags|=2097152)}return Qu(t),null;case 6:if(e&&null!=t.stateNode)Fu(e,t,e.memoizedProps,r);else{if(\"string\"!=typeof r&&null===t.stateNode)throw Error(i(166));if(n=no(to.current),no(Ji.current),fi(t)){if(r=t.stateNode,n=t.memoizedProps,r[pa]=t,(o=r.nodeValue!==n)&&null!==(e=ni))switch(e.tag){case 3:Xr(r.nodeValue,n,0!=(1&e.mode));break;case 5:!0!==e.memoizedProps.suppressHydrationWarning&&Xr(r.nodeValue,n,0!=(1&e.mode))}o&&(t.flags|=4)}else(r=(9===n.nodeType?n:n.ownerDocument).createTextNode(r))[pa]=t,t.stateNode=r}return Qu(t),null;case 13:if(Ea(uo),r=t.memoizedState,null===e||null!==e.memoizedState&&null!==e.memoizedState.dehydrated){if(ai&&null!==ri&&0!=(1&t.mode)&&0==(128&t.flags))pi(),di(),t.flags|=98560,o=!1;else if(o=fi(t),null!==r&&null!==r.dehydrated){if(null===e){if(!o)throw Error(i(318));if(!(o=null!==(o=t.memoizedState)?o.dehydrated:null))throw Error(i(317));o[pa]=t}else di(),0==(128&t.flags)&&(t.memoizedState=null),t.flags|=4;Qu(t),o=!1}else null!==ii&&(us(ii),ii=null),o=!0;if(!o)return 65536&t.flags?t:null}return 0!=(128&t.flags)?(t.lanes=n,t):((r=null!==r)!=(null!==e&&null!==e.memoizedState)&&r&&(t.child.flags|=8192,0!=(1&t.mode)&&(null===e||0!=(1&uo.current)?0===Fl&&(Fl=3):gs())),null!==t.updateQueue&&(t.flags|=4),Qu(t),null);case 4:return ao(),Ou(e,t),null===e&&Br(t.stateNode.containerInfo),Qu(t),null;case 10:return xi(t.type._context),Qu(t),null;case 19:if(Ea(uo),null===(o=t.memoizedState))return Qu(t),null;if(r=0!=(128&t.flags),null===(l=o.rendering))if(r)qu(o,!1);else{if(0!==Fl||null!==e&&0!=(128&e.flags))for(e=t.child;null!==e;){if(null!==(l=lo(e))){for(t.flags|=128,qu(o,!1),null!==(r=l.updateQueue)&&(t.updateQueue=r,t.flags|=4),t.subtreeFlags=0,r=n,n=t.child;null!==n;)e=r,(o=n).flags&=14680066,null===(l=o.alternate)?(o.childLanes=0,o.lanes=e,o.child=null,o.subtreeFlags=0,o.memoizedProps=null,o.memoizedState=null,o.updateQueue=null,o.dependencies=null,o.stateNode=null):(o.childLanes=l.childLanes,o.lanes=l.lanes,o.child=l.child,o.subtreeFlags=0,o.deletions=null,o.memoizedProps=l.memoizedProps,o.memoizedState=l.memoizedState,o.updateQueue=l.updateQueue,o.type=l.type,e=l.dependencies,o.dependencies=null===e?null:{lanes:e.lanes,firstContext:e.firstContext}),n=n.sibling;return Ca(uo,1&uo.current|2),t.child}e=e.sibling}null!==o.tail&&Ze()>Wl&&(t.flags|=128,r=!0,qu(o,!1),t.lanes=4194304)}else{if(!r)if(null!==(e=lo(l))){if(t.flags|=128,r=!0,null!==(n=e.updateQueue)&&(t.updateQueue=n,t.flags|=4),qu(o,!0),null===o.tail&&\"hidden\"===o.tailMode&&!l.alternate&&!ai)return Qu(t),null}else 2*Ze()-o.renderingStartTime>Wl&&1073741824!==n&&(t.flags|=128,r=!0,qu(o,!1),t.lanes=4194304);o.isBackwards?(l.sibling=t.child,t.child=l):(null!==(n=o.last)?n.sibling=l:t.child=l,o.last=l)}return null!==o.tail?(t=o.tail,o.rendering=t,o.tail=t.sibling,o.renderingStartTime=Ze(),t.sibling=null,n=uo.current,Ca(uo,r?1&n|2:1&n),t):(Qu(t),null);case 22:case 23:return ps(),r=null!==t.memoizedState,null!==e&&null!==e.memoizedState!==r&&(t.flags|=8192),r&&0!=(1&t.mode)?0!=(1073741824&Ol)&&(Qu(t),6&t.subtreeFlags&&(t.flags|=8192)):Qu(t),null;case 24:case 25:return null}throw Error(i(156,t.tag))}function Gu(e,t){switch(ti(t),t.tag){case 1:return La(t.type)&&Oa(),65536&(e=t.flags)?(t.flags=-65537&e|128,t):null;case 3:return ao(),Ea(Na),Ea(Ma),co(),0!=(65536&(e=t.flags))&&0==(128&e)?(t.flags=-65537&e|128,t):null;case 5:return oo(t),null;case 13:if(Ea(uo),null!==(e=t.memoizedState)&&null!==e.dehydrated){if(null===t.alternate)throw Error(i(340));di()}return 65536&(e=t.flags)?(t.flags=-65537&e|128,t):null;case 19:return Ea(uo),null;case 4:return ao(),null;case 10:return xi(t.type._context),null;case 22:case 23:return ps(),null;default:return null}}Lu=function(e,t){for(var n=t.child;null!==n;){if(5===n.tag||6===n.tag)e.appendChild(n.stateNode);else if(4!==n.tag&&null!==n.child){n.child.return=n,n=n.child;continue}if(n===t)break;for(;null===n.sibling;){if(null===n.return||n.return===t)return;n=n.return}n.sibling.return=n.return,n=n.sibling}},Ou=function(){},Au=function(e,t,n,r){var a=e.memoizedProps;if(a!==r){e=t.stateNode,no(Ji.current);var i,o=null;switch(n){case\"input\":a=G(e,a),r=G(e,r),o=[];break;case\"select\":a=R({},a,{value:void 0}),r=R({},r,{value:void 0}),o=[];break;case\"textarea\":a=re(e,a),r=re(e,r),o=[];break;default:\"function\"!=typeof a.onClick&&\"function\"==typeof r.onClick&&(e.onclick=Jr)}for(c in me(n,r),n=null,a)if(!r.hasOwnProperty(c)&&a.hasOwnProperty(c)&&null!=a[c])if(\"style\"===c){var l=a[c];for(i in l)l.hasOwnProperty(i)&&(n||(n={}),n[i]=\"\")}else\"dangerouslySetInnerHTML\"!==c&&\"children\"!==c&&\"suppressContentEditableWarning\"!==c&&\"suppressHydrationWarning\"!==c&&\"autoFocus\"!==c&&(u.hasOwnProperty(c)?o||(o=[]):(o=o||[]).push(c,null));for(c in r){var s=r[c];if(l=null!=a?a[c]:void 0,r.hasOwnProperty(c)&&s!==l&&(null!=s||null!=l))if(\"style\"===c)if(l){for(i in l)!l.hasOwnProperty(i)||s&&s.hasOwnProperty(i)||(n||(n={}),n[i]=\"\");for(i in s)s.hasOwnProperty(i)&&l[i]!==s[i]&&(n||(n={}),n[i]=s[i])}else n||(o||(o=[]),o.push(c,n)),n=s;else\"dangerouslySetInnerHTML\"===c?(s=s?s.__html:void 0,l=l?l.__html:void 0,null!=s&&l!==s&&(o=o||[]).push(c,s)):\"children\"===c?\"string\"!=typeof s&&\"number\"!=typeof s||(o=o||[]).push(c,\"\"+s):\"suppressContentEditableWarning\"!==c&&\"suppressHydrationWarning\"!==c&&(u.hasOwnProperty(c)?(null!=s&&\"onScroll\"===c&&Ur(\"scroll\",e),o||l===s||(o=[])):(o=o||[]).push(c,s))}n&&(o=o||[]).push(\"style\",n);var c=o;(t.updateQueue=c)&&(t.flags|=4)}},Fu=function(e,t,n,r){n!==r&&(t.flags|=4)};var Ku=!1,Zu=!1,Xu=\"function\"==typeof WeakSet?WeakSet:Set,Ju=null;function el(e,t){var n=e.ref;if(null!==n)if(\"function\"==typeof n)try{n(null)}catch(n){Es(e,t,n)}else n.current=null}function tl(e,t,n){try{n()}catch(n){Es(e,t,n)}}var nl=!1;function rl(e,t,n){var r=t.updateQueue;if(null!==(r=null!==r?r.lastEffect:null)){var a=r=r.next;do{if((a.tag&e)===e){var i=a.destroy;a.destroy=void 0,void 0!==i&&tl(t,n,i)}a=a.next}while(a!==r)}}function al(e,t){if(null!==(t=null!==(t=t.updateQueue)?t.lastEffect:null)){var n=t=t.next;do{if((n.tag&e)===e){var r=n.create;n.destroy=r()}n=n.next}while(n!==t)}}function il(e){var t=e.ref;if(null!==t){var n=e.stateNode;e.tag,e=n,\"function\"==typeof t?t(e):t.current=e}}function ol(e){var t=e.alternate;null!==t&&(e.alternate=null,ol(t)),e.child=null,e.deletions=null,e.sibling=null,5===e.tag&&null!==(t=e.stateNode)&&(delete t[pa],delete t[da],delete t[va],delete t[ga],delete t[ya]),e.stateNode=null,e.return=null,e.dependencies=null,e.memoizedProps=null,e.memoizedState=null,e.pendingProps=null,e.stateNode=null,e.updateQueue=null}function ul(e){return 5===e.tag||3===e.tag||4===e.tag}function ll(e){e:for(;;){for(;null===e.sibling;){if(null===e.return||ul(e.return))return null;e=e.return}for(e.sibling.return=e.return,e=e.sibling;5!==e.tag&&6!==e.tag&&18!==e.tag;){if(2&e.flags)continue e;if(null===e.child||4===e.tag)continue e;e.child.return=e,e=e.child}if(!(2&e.flags))return e.stateNode}}function sl(e,t,n){var r=e.tag;if(5===r||6===r)e=e.stateNode,t?8===n.nodeType?n.parentNode.insertBefore(e,t):n.insertBefore(e,t):(8===n.nodeType?(t=n.parentNode).insertBefore(e,n):(t=n).appendChild(e),null!=(n=n._reactRootContainer)||null!==t.onclick||(t.onclick=Jr));else if(4!==r&&null!==(e=e.child))for(sl(e,t,n),e=e.sibling;null!==e;)sl(e,t,n),e=e.sibling}function cl(e,t,n){var r=e.tag;if(5===r||6===r)e=e.stateNode,t?n.insertBefore(e,t):n.appendChild(e);else if(4!==r&&null!==(e=e.child))for(cl(e,t,n),e=e.sibling;null!==e;)cl(e,t,n),e=e.sibling}var fl=null,pl=!1;function dl(e,t,n){for(n=n.child;null!==n;)hl(e,t,n),n=n.sibling}function hl(e,t,n){if(it&&\"function\"==typeof it.onCommitFiberUnmount)try{it.onCommitFiberUnmount(at,n)}catch(e){}switch(n.tag){case 5:Zu||el(n,t);case 6:var r=fl,a=pl;fl=null,dl(e,t,n),pl=a,null!==(fl=r)&&(pl?(e=fl,n=n.stateNode,8===e.nodeType?e.parentNode.removeChild(n):e.removeChild(n)):fl.removeChild(n.stateNode));break;case 18:null!==fl&&(pl?(e=fl,n=n.stateNode,8===e.nodeType?la(e.parentNode,n):1===e.nodeType&&la(e,n),Bt(e)):la(fl,n.stateNode));break;case 4:r=fl,a=pl,fl=n.stateNode.containerInfo,pl=!0,dl(e,t,n),fl=r,pl=a;break;case 0:case 11:case 14:case 15:if(!Zu&&null!==(r=n.updateQueue)&&null!==(r=r.lastEffect)){a=r=r.next;do{var i=a,o=i.destroy;i=i.tag,void 0!==o&&(0!=(2&i)||0!=(4&i))&&tl(n,t,o),a=a.next}while(a!==r)}dl(e,t,n);break;case 1:if(!Zu&&(el(n,t),\"function\"==typeof(r=n.stateNode).componentWillUnmount))try{r.props=n.memoizedProps,r.state=n.memoizedState,r.componentWillUnmount()}catch(e){Es(n,t,e)}dl(e,t,n);break;case 21:dl(e,t,n);break;case 22:1&n.mode?(Zu=(r=Zu)||null!==n.memoizedState,dl(e,t,n),Zu=r):dl(e,t,n);break;default:dl(e,t,n)}}function vl(e){var t=e.updateQueue;if(null!==t){e.updateQueue=null;var n=e.stateNode;null===n&&(n=e.stateNode=new Xu),t.forEach((function(t){var r=Ns.bind(null,e,t);n.has(t)||(n.add(t),t.then(r,r))}))}}function gl(e,t){var n=t.deletions;if(null!==n)for(var r=0;r<n.length;r++){var a=n[r];try{var o=e,u=t,l=u;e:for(;null!==l;){switch(l.tag){case 5:fl=l.stateNode,pl=!1;break e;case 3:case 4:fl=l.stateNode.containerInfo,pl=!0;break e}l=l.return}if(null===fl)throw Error(i(160));hl(o,u,a),fl=null,pl=!1;var s=a.alternate;null!==s&&(s.return=null),a.return=null}catch(e){Es(a,t,e)}}if(12854&t.subtreeFlags)for(t=t.child;null!==t;)yl(t,e),t=t.sibling}function yl(e,t){var n=e.alternate,r=e.flags;switch(e.tag){case 0:case 11:case 14:case 15:if(gl(t,e),ml(e),4&r){try{rl(3,e,e.return),al(3,e)}catch(t){Es(e,e.return,t)}try{rl(5,e,e.return)}catch(t){Es(e,e.return,t)}}break;case 1:gl(t,e),ml(e),512&r&&null!==n&&el(n,n.return);break;case 5:if(gl(t,e),ml(e),512&r&&null!==n&&el(n,n.return),32&e.flags){var a=e.stateNode;try{pe(a,\"\")}catch(t){Es(e,e.return,t)}}if(4&r&&null!=(a=e.stateNode)){var o=e.memoizedProps,u=null!==n?n.memoizedProps:o,l=e.type,s=e.updateQueue;if(e.updateQueue=null,null!==s)try{\"input\"===l&&\"radio\"===o.type&&null!=o.name&&Z(a,o),be(l,u);var c=be(l,o);for(u=0;u<s.length;u+=2){var f=s[u],p=s[u+1];\"style\"===f?ge(a,p):\"dangerouslySetInnerHTML\"===f?fe(a,p):\"children\"===f?pe(a,p):b(a,f,p,c)}switch(l){case\"input\":X(a,o);break;case\"textarea\":ie(a,o);break;case\"select\":var d=a._wrapperState.wasMultiple;a._wrapperState.wasMultiple=!!o.multiple;var h=o.value;null!=h?ne(a,!!o.multiple,h,!1):d!==!!o.multiple&&(null!=o.defaultValue?ne(a,!!o.multiple,o.defaultValue,!0):ne(a,!!o.multiple,o.multiple?[]:\"\",!1))}a[da]=o}catch(t){Es(e,e.return,t)}}break;case 6:if(gl(t,e),ml(e),4&r){if(null===e.stateNode)throw Error(i(162));a=e.stateNode,o=e.memoizedProps;try{a.nodeValue=o}catch(t){Es(e,e.return,t)}}break;case 3:if(gl(t,e),ml(e),4&r&&null!==n&&n.memoizedState.isDehydrated)try{Bt(t.containerInfo)}catch(t){Es(e,e.return,t)}break;case 4:default:gl(t,e),ml(e);break;case 13:gl(t,e),ml(e),8192&(a=e.child).flags&&(o=null!==a.memoizedState,a.stateNode.isHidden=o,!o||null!==a.alternate&&null!==a.alternate.memoizedState||(Bl=Ze())),4&r&&vl(e);break;case 22:if(f=null!==n&&null!==n.memoizedState,1&e.mode?(Zu=(c=Zu)||f,gl(t,e),Zu=c):gl(t,e),ml(e),8192&r){if(c=null!==e.memoizedState,(e.stateNode.isHidden=c)&&!f&&0!=(1&e.mode))for(Ju=e,f=e.child;null!==f;){for(p=Ju=f;null!==Ju;){switch(h=(d=Ju).child,d.tag){case 0:case 11:case 14:case 15:rl(4,d,d.return);break;case 1:el(d,d.return);var v=d.stateNode;if(\"function\"==typeof v.componentWillUnmount){r=d,n=d.return;try{t=r,v.props=t.memoizedProps,v.state=t.memoizedState,v.componentWillUnmount()}catch(e){Es(r,n,e)}}break;case 5:el(d,d.return);break;case 22:if(null!==d.memoizedState){xl(p);continue}}null!==h?(h.return=d,Ju=h):xl(p)}f=f.sibling}e:for(f=null,p=e;;){if(5===p.tag){if(null===f){f=p;try{a=p.stateNode,c?\"function\"==typeof(o=a.style).setProperty?o.setProperty(\"display\",\"none\",\"important\"):o.display=\"none\":(l=p.stateNode,u=null!=(s=p.memoizedProps.style)&&s.hasOwnProperty(\"display\")?s.display:null,l.style.display=ve(\"display\",u))}catch(t){Es(e,e.return,t)}}}else if(6===p.tag){if(null===f)try{p.stateNode.nodeValue=c?\"\":p.memoizedProps}catch(t){Es(e,e.return,t)}}else if((22!==p.tag&&23!==p.tag||null===p.memoizedState||p===e)&&null!==p.child){p.child.return=p,p=p.child;continue}if(p===e)break e;for(;null===p.sibling;){if(null===p.return||p.return===e)break e;f===p&&(f=null),p=p.return}f===p&&(f=null),p.sibling.return=p.return,p=p.sibling}}break;case 19:gl(t,e),ml(e),4&r&&vl(e);case 21:}}function ml(e){var t=e.flags;if(2&t){try{e:{for(var n=e.return;null!==n;){if(ul(n)){var r=n;break e}n=n.return}throw Error(i(160))}switch(r.tag){case 5:var a=r.stateNode;32&r.flags&&(pe(a,\"\"),r.flags&=-33),cl(e,ll(e),a);break;case 3:case 4:var o=r.stateNode.containerInfo;sl(e,ll(e),o);break;default:throw Error(i(161))}}catch(t){Es(e,e.return,t)}e.flags&=-3}4096&t&&(e.flags&=-4097)}function bl(e,t,n){Ju=e,_l(e,t,n)}function _l(e,t,n){for(var r=0!=(1&e.mode);null!==Ju;){var a=Ju,i=a.child;if(22===a.tag&&r){var o=null!==a.memoizedState||Ku;if(!o){var u=a.alternate,l=null!==u&&null!==u.memoizedState||Zu;u=Ku;var s=Zu;if(Ku=o,(Zu=l)&&!s)for(Ju=a;null!==Ju;)l=(o=Ju).child,22===o.tag&&null!==o.memoizedState?kl(a):null!==l?(l.return=o,Ju=l):kl(a);for(;null!==i;)Ju=i,_l(i,t,n),i=i.sibling;Ju=a,Ku=u,Zu=s}wl(e)}else 0!=(8772&a.subtreeFlags)&&null!==i?(i.return=a,Ju=i):wl(e)}}function wl(e){for(;null!==Ju;){var t=Ju;if(0!=(8772&t.flags)){var n=t.alternate;try{if(0!=(8772&t.flags))switch(t.tag){case 0:case 11:case 15:Zu||al(5,t);break;case 1:var r=t.stateNode;if(4&t.flags&&!Zu)if(null===n)r.componentDidMount();else{var a=t.elementType===t.type?n.memoizedProps:gi(t.type,n.memoizedProps);r.componentDidUpdate(a,n.memoizedState,r.__reactInternalSnapshotBeforeUpdate)}var o=t.updateQueue;null!==o&&ji(t,o,r);break;case 3:var u=t.updateQueue;if(null!==u){if(n=null,null!==t.child)switch(t.child.tag){case 5:case 1:n=t.child.stateNode}ji(t,u,n)}break;case 5:var l=t.stateNode;if(null===n&&4&t.flags){n=l;var s=t.memoizedProps;switch(t.type){case\"button\":case\"input\":case\"select\":case\"textarea\":s.autoFocus&&n.focus();break;case\"img\":s.src&&(n.src=s.src)}}break;case 6:case 4:case 12:case 19:case 17:case 21:case 22:case 23:case 25:break;case 13:if(null===t.memoizedState){var c=t.alternate;if(null!==c){var f=c.memoizedState;if(null!==f){var p=f.dehydrated;null!==p&&Bt(p)}}}break;default:throw Error(i(163))}Zu||512&t.flags&&il(t)}catch(e){Es(t,t.return,e)}}if(t===e){Ju=null;break}if(null!==(n=t.sibling)){n.return=t.return,Ju=n;break}Ju=t.return}}function xl(e){for(;null!==Ju;){var t=Ju;if(t===e){Ju=null;break}var n=t.sibling;if(null!==n){n.return=t.return,Ju=n;break}Ju=t.return}}function kl(e){for(;null!==Ju;){var t=Ju;try{switch(t.tag){case 0:case 11:case 15:var n=t.return;try{al(4,t)}catch(e){Es(t,n,e)}break;case 1:var r=t.stateNode;if(\"function\"==typeof r.componentDidMount){var a=t.return;try{r.componentDidMount()}catch(e){Es(t,a,e)}}var i=t.return;try{il(t)}catch(e){Es(t,i,e)}break;case 5:var o=t.return;try{il(t)}catch(e){Es(t,o,e)}}}catch(e){Es(t,t.return,e)}if(t===e){Ju=null;break}var u=t.sibling;if(null!==u){u.return=t.return,Ju=u;break}Ju=t.return}}var Sl,El=Math.ceil,Cl=_.ReactCurrentDispatcher,Tl=_.ReactCurrentOwner,Ml=_.ReactCurrentBatchConfig,Nl=0,Pl=null,zl=null,Ll=0,Ol=0,Al=Sa(0),Fl=0,Dl=null,Rl=0,jl=0,Ul=0,Il=null,$l=null,Bl=0,Wl=1/0,Vl=null,Hl=!1,ql=null,Ql=null,Yl=!1,Gl=null,Kl=0,Zl=0,Xl=null,Jl=-1,es=0;function ts(){return 0!=(6&Nl)?Ze():-1!==Jl?Jl:Jl=Ze()}function ns(e){return 0==(1&e.mode)?1:0!=(2&Nl)&&0!==Ll?Ll&-Ll:null!==vi.transition?(0===es&&(es=vt()),es):0!==(e=bt)?e:e=void 0===(e=window.event)?16:Kt(e.type)}function rs(e,t,n,r){if(50<Zl)throw Zl=0,Xl=null,Error(i(185));yt(e,n,r),0!=(2&Nl)&&e===Pl||(e===Pl&&(0==(2&Nl)&&(jl|=n),4===Fl&&ls(e,Ll)),as(e,r),1===n&&0===Nl&&0==(1&t.mode)&&(Wl=Ze()+500,Ua&&Ba()))}function as(e,t){var n=e.callbackNode;!function(e,t){for(var n=e.suspendedLanes,r=e.pingedLanes,a=e.expirationTimes,i=e.pendingLanes;0<i;){var o=31-ot(i),u=1<<o,l=a[o];-1===l?0!=(u&n)&&0==(u&r)||(a[o]=dt(u,t)):l<=t&&(e.expiredLanes|=u),i&=~u}}(e,t);var r=pt(e,e===Pl?Ll:0);if(0===r)null!==n&&Ye(n),e.callbackNode=null,e.callbackPriority=0;else if(t=r&-r,e.callbackPriority!==t){if(null!=n&&Ye(n),1===t)0===e.tag?function(e){Ua=!0,$a(e)}(ss.bind(null,e)):$a(ss.bind(null,e)),oa((function(){0==(6&Nl)&&Ba()})),n=null;else{switch(_t(r)){case 1:n=Je;break;case 4:n=et;break;case 16:default:n=tt;break;case 536870912:n=rt}n=Ps(n,is.bind(null,e))}e.callbackPriority=t,e.callbackNode=n}}function is(e,t){if(Jl=-1,es=0,0!=(6&Nl))throw Error(i(327));var n=e.callbackNode;if(ks()&&e.callbackNode!==n)return null;var r=pt(e,e===Pl?Ll:0);if(0===r)return null;if(0!=(30&r)||0!=(r&e.expiredLanes)||t)t=ys(e,r);else{t=r;var a=Nl;Nl|=2;var o=vs();for(Pl===e&&Ll===t||(Vl=null,Wl=Ze()+500,ds(e,t));;)try{bs();break}catch(t){hs(e,t)}wi(),Cl.current=o,Nl=a,null!==zl?t=0:(Pl=null,Ll=0,t=Fl)}if(0!==t){if(2===t&&0!==(a=ht(e))&&(r=a,t=os(e,a)),1===t)throw n=Dl,ds(e,0),ls(e,r),as(e,Ze()),n;if(6===t)ls(e,r);else{if(a=e.current.alternate,0==(30&r)&&!function(e){for(var t=e;;){if(16384&t.flags){var n=t.updateQueue;if(null!==n&&null!==(n=n.stores))for(var r=0;r<n.length;r++){var a=n[r],i=a.getSnapshot;a=a.value;try{if(!ur(i(),a))return!1}catch(e){return!1}}}if(n=t.child,16384&t.subtreeFlags&&null!==n)n.return=t,t=n;else{if(t===e)break;for(;null===t.sibling;){if(null===t.return||t.return===e)return!0;t=t.return}t.sibling.return=t.return,t=t.sibling}}return!0}(a)&&(2===(t=ys(e,r))&&0!==(o=ht(e))&&(r=o,t=os(e,o)),1===t))throw n=Dl,ds(e,0),ls(e,r),as(e,Ze()),n;switch(e.finishedWork=a,e.finishedLanes=r,t){case 0:case 1:throw Error(i(345));case 2:case 5:xs(e,$l,Vl);break;case 3:if(ls(e,r),(130023424&r)===r&&10<(t=Bl+500-Ze())){if(0!==pt(e,0))break;if(((a=e.suspendedLanes)&r)!==r){ts(),e.pingedLanes|=e.suspendedLanes&a;break}e.timeoutHandle=ra(xs.bind(null,e,$l,Vl),t);break}xs(e,$l,Vl);break;case 4:if(ls(e,r),(4194240&r)===r)break;for(t=e.eventTimes,a=-1;0<r;){var u=31-ot(r);o=1<<u,(u=t[u])>a&&(a=u),r&=~o}if(r=a,10<(r=(120>(r=Ze()-r)?120:480>r?480:1080>r?1080:1920>r?1920:3e3>r?3e3:4320>r?4320:1960*El(r/1960))-r)){e.timeoutHandle=ra(xs.bind(null,e,$l,Vl),r);break}xs(e,$l,Vl);break;default:throw Error(i(329))}}}return as(e,Ze()),e.callbackNode===n?is.bind(null,e):null}function os(e,t){var n=Il;return e.current.memoizedState.isDehydrated&&(ds(e,t).flags|=256),2!==(e=ys(e,t))&&(t=$l,$l=n,null!==t&&us(t)),e}function us(e){null===$l?$l=e:$l.push.apply($l,e)}function ls(e,t){for(t&=~Ul,t&=~jl,e.suspendedLanes|=t,e.pingedLanes&=~t,e=e.expirationTimes;0<t;){var n=31-ot(t),r=1<<n;e[n]=-1,t&=~r}}function ss(e){if(0!=(6&Nl))throw Error(i(327));ks();var t=pt(e,0);if(0==(1&t))return as(e,Ze()),null;var n=ys(e,t);if(0!==e.tag&&2===n){var r=ht(e);0!==r&&(t=r,n=os(e,r))}if(1===n)throw n=Dl,ds(e,0),ls(e,t),as(e,Ze()),n;if(6===n)throw Error(i(345));return e.finishedWork=e.current.alternate,e.finishedLanes=t,xs(e,$l,Vl),as(e,Ze()),null}function cs(e,t){var n=Nl;Nl|=1;try{return e(t)}finally{0===(Nl=n)&&(Wl=Ze()+500,Ua&&Ba())}}function fs(e){null!==Gl&&0===Gl.tag&&0==(6&Nl)&&ks();var t=Nl;Nl|=1;var n=Ml.transition,r=bt;try{if(Ml.transition=null,bt=1,e)return e()}finally{bt=r,Ml.transition=n,0==(6&(Nl=t))&&Ba()}}function ps(){Ol=Al.current,Ea(Al)}function ds(e,t){e.finishedWork=null,e.finishedLanes=0;var n=e.timeoutHandle;if(-1!==n&&(e.timeoutHandle=-1,aa(n)),null!==zl)for(n=zl.return;null!==n;){var r=n;switch(ti(r),r.tag){case 1:null!=(r=r.type.childContextTypes)&&Oa();break;case 3:ao(),Ea(Na),Ea(Ma),co();break;case 5:oo(r);break;case 4:ao();break;case 13:case 19:Ea(uo);break;case 10:xi(r.type._context);break;case 22:case 23:ps()}n=n.return}if(Pl=e,zl=e=As(e.current,null),Ll=Ol=t,Fl=0,Dl=null,Ul=jl=Rl=0,$l=Il=null,null!==Ci){for(t=0;t<Ci.length;t++)if(null!==(r=(n=Ci[t]).interleaved)){n.interleaved=null;var a=r.next,i=n.pending;if(null!==i){var o=i.next;i.next=a,r.next=o}n.pending=r}Ci=null}return e}function hs(e,t){for(;;){var n=zl;try{if(wi(),fo.current=ou,mo){for(var r=vo.memoizedState;null!==r;){var a=r.queue;null!==a&&(a.pending=null),r=r.next}mo=!1}if(ho=0,yo=go=vo=null,bo=!1,_o=0,Tl.current=null,null===n||null===n.return){Fl=1,Dl=t,zl=null;break}e:{var o=e,u=n.return,l=n,s=t;if(t=Ll,l.flags|=32768,null!==s&&\"object\"==typeof s&&\"function\"==typeof s.then){var c=s,f=l,p=f.tag;if(0==(1&f.mode)&&(0===p||11===p||15===p)){var d=f.alternate;d?(f.updateQueue=d.updateQueue,f.memoizedState=d.memoizedState,f.lanes=d.lanes):(f.updateQueue=null,f.memoizedState=null)}var h=yu(u);if(null!==h){h.flags&=-257,mu(h,u,l,0,t),1&h.mode&&gu(o,c,t),s=c;var v=(t=h).updateQueue;if(null===v){var g=new Set;g.add(s),t.updateQueue=g}else v.add(s);break e}if(0==(1&t)){gu(o,c,t),gs();break e}s=Error(i(426))}else if(ai&&1&l.mode){var y=yu(u);if(null!==y){0==(65536&y.flags)&&(y.flags|=256),mu(y,u,l,0,t),hi(cu(s,l));break e}}o=s=cu(s,l),4!==Fl&&(Fl=2),null===Il?Il=[o]:Il.push(o),o=u;do{switch(o.tag){case 3:o.flags|=65536,t&=-t,o.lanes|=t,Di(o,hu(0,s,t));break e;case 1:l=s;var m=o.type,b=o.stateNode;if(0==(128&o.flags)&&(\"function\"==typeof m.getDerivedStateFromError||null!==b&&\"function\"==typeof b.componentDidCatch&&(null===Ql||!Ql.has(b)))){o.flags|=65536,t&=-t,o.lanes|=t,Di(o,vu(o,l,t));break e}}o=o.return}while(null!==o)}ws(n)}catch(e){t=e,zl===n&&null!==n&&(zl=n=n.return);continue}break}}function vs(){var e=Cl.current;return Cl.current=ou,null===e?ou:e}function gs(){0!==Fl&&3!==Fl&&2!==Fl||(Fl=4),null===Pl||0==(268435455&Rl)&&0==(268435455&jl)||ls(Pl,Ll)}function ys(e,t){var n=Nl;Nl|=2;var r=vs();for(Pl===e&&Ll===t||(Vl=null,ds(e,t));;)try{ms();break}catch(t){hs(e,t)}if(wi(),Nl=n,Cl.current=r,null!==zl)throw Error(i(261));return Pl=null,Ll=0,Fl}function ms(){for(;null!==zl;)_s(zl)}function bs(){for(;null!==zl&&!Ge();)_s(zl)}function _s(e){var t=Sl(e.alternate,e,Ol);e.memoizedProps=e.pendingProps,null===t?ws(e):zl=t,Tl.current=null}function ws(e){var t=e;do{var n=t.alternate;if(e=t.return,0==(32768&t.flags)){if(null!==(n=Yu(n,t,Ol)))return void(zl=n)}else{if(null!==(n=Gu(n,t)))return n.flags&=32767,void(zl=n);if(null===e)return Fl=6,void(zl=null);e.flags|=32768,e.subtreeFlags=0,e.deletions=null}if(null!==(t=t.sibling))return void(zl=t);zl=t=e}while(null!==t);0===Fl&&(Fl=5)}function xs(e,t,n){var r=bt,a=Ml.transition;try{Ml.transition=null,bt=1,function(e,t,n,r){do{ks()}while(null!==Gl);if(0!=(6&Nl))throw Error(i(327));n=e.finishedWork;var a=e.finishedLanes;if(null===n)return null;if(e.finishedWork=null,e.finishedLanes=0,n===e.current)throw Error(i(177));e.callbackNode=null,e.callbackPriority=0;var o=n.lanes|n.childLanes;if(function(e,t){var n=e.pendingLanes&~t;e.pendingLanes=t,e.suspendedLanes=0,e.pingedLanes=0,e.expiredLanes&=t,e.mutableReadLanes&=t,e.entangledLanes&=t,t=e.entanglements;var r=e.eventTimes;for(e=e.expirationTimes;0<n;){var a=31-ot(n),i=1<<a;t[a]=0,r[a]=-1,e[a]=-1,n&=~i}}(e,o),e===Pl&&(zl=Pl=null,Ll=0),0==(2064&n.subtreeFlags)&&0==(2064&n.flags)||Yl||(Yl=!0,Ps(tt,(function(){return ks(),null}))),o=0!=(15990&n.flags),0!=(15990&n.subtreeFlags)||o){o=Ml.transition,Ml.transition=null;var u=bt;bt=1;var l=Nl;Nl|=4,Tl.current=null,function(e,t){if(ea=Vt,dr(e=pr())){if(\"selectionStart\"in e)var n={start:e.selectionStart,end:e.selectionEnd};else e:{var r=(n=(n=e.ownerDocument)&&n.defaultView||window).getSelection&&n.getSelection();if(r&&0!==r.rangeCount){n=r.anchorNode;var a=r.anchorOffset,o=r.focusNode;r=r.focusOffset;try{n.nodeType,o.nodeType}catch(e){n=null;break e}var u=0,l=-1,s=-1,c=0,f=0,p=e,d=null;t:for(;;){for(var h;p!==n||0!==a&&3!==p.nodeType||(l=u+a),p!==o||0!==r&&3!==p.nodeType||(s=u+r),3===p.nodeType&&(u+=p.nodeValue.length),null!==(h=p.firstChild);)d=p,p=h;for(;;){if(p===e)break t;if(d===n&&++c===a&&(l=u),d===o&&++f===r&&(s=u),null!==(h=p.nextSibling))break;d=(p=d).parentNode}p=h}n=-1===l||-1===s?null:{start:l,end:s}}else n=null}n=n||{start:0,end:0}}else n=null;for(ta={focusedElem:e,selectionRange:n},Vt=!1,Ju=t;null!==Ju;)if(e=(t=Ju).child,0!=(1028&t.subtreeFlags)&&null!==e)e.return=t,Ju=e;else for(;null!==Ju;){t=Ju;try{var v=t.alternate;if(0!=(1024&t.flags))switch(t.tag){case 0:case 11:case 15:case 5:case 6:case 4:case 17:break;case 1:if(null!==v){var g=v.memoizedProps,y=v.memoizedState,m=t.stateNode,b=m.getSnapshotBeforeUpdate(t.elementType===t.type?g:gi(t.type,g),y);m.__reactInternalSnapshotBeforeUpdate=b}break;case 3:var _=t.stateNode.containerInfo;1===_.nodeType?_.textContent=\"\":9===_.nodeType&&_.documentElement&&_.removeChild(_.documentElement);break;default:throw Error(i(163))}}catch(e){Es(t,t.return,e)}if(null!==(e=t.sibling)){e.return=t.return,Ju=e;break}Ju=t.return}v=nl,nl=!1}(e,n),yl(n,e),hr(ta),Vt=!!ea,ta=ea=null,e.current=n,bl(n,e,a),Ke(),Nl=l,bt=u,Ml.transition=o}else e.current=n;if(Yl&&(Yl=!1,Gl=e,Kl=a),0===(o=e.pendingLanes)&&(Ql=null),function(e){if(it&&\"function\"==typeof it.onCommitFiberRoot)try{it.onCommitFiberRoot(at,e,void 0,128==(128&e.current.flags))}catch(e){}}(n.stateNode),as(e,Ze()),null!==t)for(r=e.onRecoverableError,n=0;n<t.length;n++)r((a=t[n]).value,{componentStack:a.stack,digest:a.digest});if(Hl)throw Hl=!1,e=ql,ql=null,e;0!=(1&Kl)&&0!==e.tag&&ks(),0!=(1&(o=e.pendingLanes))?e===Xl?Zl++:(Zl=0,Xl=e):Zl=0,Ba()}(e,t,n,r)}finally{Ml.transition=a,bt=r}return null}function ks(){if(null!==Gl){var e=_t(Kl),t=Ml.transition,n=bt;try{if(Ml.transition=null,bt=16>e?16:e,null===Gl)var r=!1;else{if(e=Gl,Gl=null,Kl=0,0!=(6&Nl))throw Error(i(331));var a=Nl;for(Nl|=4,Ju=e.current;null!==Ju;){var o=Ju,u=o.child;if(0!=(16&Ju.flags)){var l=o.deletions;if(null!==l){for(var s=0;s<l.length;s++){var c=l[s];for(Ju=c;null!==Ju;){var f=Ju;switch(f.tag){case 0:case 11:case 15:rl(8,f,o)}var p=f.child;if(null!==p)p.return=f,Ju=p;else for(;null!==Ju;){var d=(f=Ju).sibling,h=f.return;if(ol(f),f===c){Ju=null;break}if(null!==d){d.return=h,Ju=d;break}Ju=h}}}var v=o.alternate;if(null!==v){var g=v.child;if(null!==g){v.child=null;do{var y=g.sibling;g.sibling=null,g=y}while(null!==g)}}Ju=o}}if(0!=(2064&o.subtreeFlags)&&null!==u)u.return=o,Ju=u;else e:for(;null!==Ju;){if(0!=(2048&(o=Ju).flags))switch(o.tag){case 0:case 11:case 15:rl(9,o,o.return)}var m=o.sibling;if(null!==m){m.return=o.return,Ju=m;break e}Ju=o.return}}var b=e.current;for(Ju=b;null!==Ju;){var _=(u=Ju).child;if(0!=(2064&u.subtreeFlags)&&null!==_)_.return=u,Ju=_;else e:for(u=b;null!==Ju;){if(0!=(2048&(l=Ju).flags))try{switch(l.tag){case 0:case 11:case 15:al(9,l)}}catch(e){Es(l,l.return,e)}if(l===u){Ju=null;break e}var w=l.sibling;if(null!==w){w.return=l.return,Ju=w;break e}Ju=l.return}}if(Nl=a,Ba(),it&&\"function\"==typeof it.onPostCommitFiberRoot)try{it.onPostCommitFiberRoot(at,e)}catch(e){}r=!0}return r}finally{bt=n,Ml.transition=t}}return!1}function Ss(e,t,n){e=Ai(e,t=hu(0,t=cu(n,t),1),1),t=ts(),null!==e&&(yt(e,1,t),as(e,t))}function Es(e,t,n){if(3===e.tag)Ss(e,e,n);else for(;null!==t;){if(3===t.tag){Ss(t,e,n);break}if(1===t.tag){var r=t.stateNode;if(\"function\"==typeof t.type.getDerivedStateFromError||\"function\"==typeof r.componentDidCatch&&(null===Ql||!Ql.has(r))){t=Ai(t,e=vu(t,e=cu(n,e),1),1),e=ts(),null!==t&&(yt(t,1,e),as(t,e));break}}t=t.return}}function Cs(e,t,n){var r=e.pingCache;null!==r&&r.delete(t),t=ts(),e.pingedLanes|=e.suspendedLanes&n,Pl===e&&(Ll&n)===n&&(4===Fl||3===Fl&&(130023424&Ll)===Ll&&500>Ze()-Bl?ds(e,0):Ul|=n),as(e,t)}function Ts(e,t){0===t&&(0==(1&e.mode)?t=1:(t=ct,0==(130023424&(ct<<=1))&&(ct=4194304)));var n=ts();null!==(e=Ni(e,t))&&(yt(e,t,n),as(e,n))}function Ms(e){var t=e.memoizedState,n=0;null!==t&&(n=t.retryLane),Ts(e,n)}function Ns(e,t){var n=0;switch(e.tag){case 13:var r=e.stateNode,a=e.memoizedState;null!==a&&(n=a.retryLane);break;case 19:r=e.stateNode;break;default:throw Error(i(314))}null!==r&&r.delete(t),Ts(e,n)}function Ps(e,t){return Qe(e,t)}function zs(e,t,n,r){this.tag=e,this.key=n,this.sibling=this.child=this.return=this.stateNode=this.type=this.elementType=null,this.index=0,this.ref=null,this.pendingProps=t,this.dependencies=this.memoizedState=this.updateQueue=this.memoizedProps=null,this.mode=r,this.subtreeFlags=this.flags=0,this.deletions=null,this.childLanes=this.lanes=0,this.alternate=null}function Ls(e,t,n,r){return new zs(e,t,n,r)}function Os(e){return!(!(e=e.prototype)||!e.isReactComponent)}function As(e,t){var n=e.alternate;return null===n?((n=Ls(e.tag,t,e.key,e.mode)).elementType=e.elementType,n.type=e.type,n.stateNode=e.stateNode,n.alternate=e,e.alternate=n):(n.pendingProps=t,n.type=e.type,n.flags=0,n.subtreeFlags=0,n.deletions=null),n.flags=14680064&e.flags,n.childLanes=e.childLanes,n.lanes=e.lanes,n.child=e.child,n.memoizedProps=e.memoizedProps,n.memoizedState=e.memoizedState,n.updateQueue=e.updateQueue,t=e.dependencies,n.dependencies=null===t?null:{lanes:t.lanes,firstContext:t.firstContext},n.sibling=e.sibling,n.index=e.index,n.ref=e.ref,n}function Fs(e,t,n,r,a,o){var u=2;if(r=e,\"function\"==typeof e)Os(e)&&(u=1);else if(\"string\"==typeof e)u=5;else e:switch(e){case k:return Ds(n.children,a,o,t);case S:u=8,a|=8;break;case E:return(e=Ls(12,n,t,2|a)).elementType=E,e.lanes=o,e;case N:return(e=Ls(13,n,t,a)).elementType=N,e.lanes=o,e;case P:return(e=Ls(19,n,t,a)).elementType=P,e.lanes=o,e;case O:return Rs(n,a,o,t);default:if(\"object\"==typeof e&&null!==e)switch(e.$$typeof){case C:u=10;break e;case T:u=9;break e;case M:u=11;break e;case z:u=14;break e;case L:u=16,r=null;break e}throw Error(i(130,null==e?e:typeof e,\"\"))}return(t=Ls(u,n,t,a)).elementType=e,t.type=r,t.lanes=o,t}function Ds(e,t,n,r){return(e=Ls(7,e,r,t)).lanes=n,e}function Rs(e,t,n,r){return(e=Ls(22,e,r,t)).elementType=O,e.lanes=n,e.stateNode={isHidden:!1},e}function js(e,t,n){return(e=Ls(6,e,null,t)).lanes=n,e}function Us(e,t,n){return(t=Ls(4,null!==e.children?e.children:[],e.key,t)).lanes=n,t.stateNode={containerInfo:e.containerInfo,pendingChildren:null,implementation:e.implementation},t}function Is(e,t,n,r,a){this.tag=t,this.containerInfo=e,this.finishedWork=this.pingCache=this.current=this.pendingChildren=null,this.timeoutHandle=-1,this.callbackNode=this.pendingContext=this.context=null,this.callbackPriority=0,this.eventTimes=gt(0),this.expirationTimes=gt(-1),this.entangledLanes=this.finishedLanes=this.mutableReadLanes=this.expiredLanes=this.pingedLanes=this.suspendedLanes=this.pendingLanes=0,this.entanglements=gt(0),this.identifierPrefix=r,this.onRecoverableError=a,this.mutableSourceEagerHydrationData=null}function $s(e,t,n,r,a,i,o,u,l){return e=new Is(e,t,n,u,l),1===t?(t=1,!0===i&&(t|=8)):t=0,i=Ls(3,null,null,t),e.current=i,i.stateNode=e,i.memoizedState={element:r,isDehydrated:n,cache:null,transitions:null,pendingSuspenseBoundaries:null},zi(i),e}function Bs(e){if(!e)return Ta;e:{if(Be(e=e._reactInternals)!==e||1!==e.tag)throw Error(i(170));var t=e;do{switch(t.tag){case 3:t=t.stateNode.context;break e;case 1:if(La(t.type)){t=t.stateNode.__reactInternalMemoizedMergedChildContext;break e}}t=t.return}while(null!==t);throw Error(i(171))}if(1===e.tag){var n=e.type;if(La(n))return Fa(e,n,t)}return t}function Ws(e,t,n,r,a,i,o,u,l){return(e=$s(n,r,!0,e,0,i,0,u,l)).context=Bs(null),n=e.current,(i=Oi(r=ts(),a=ns(n))).callback=null!=t?t:null,Ai(n,i,a),e.current.lanes=a,yt(e,a,r),as(e,r),e}function Vs(e,t,n,r){var a=t.current,i=ts(),o=ns(a);return n=Bs(n),null===t.context?t.context=n:t.pendingContext=n,(t=Oi(i,o)).payload={element:e},null!==(r=void 0===r?null:r)&&(t.callback=r),null!==(e=Ai(a,t,o))&&(rs(e,a,o,i),Fi(e,a,o)),o}function Hs(e){return(e=e.current).child?(e.child.tag,e.child.stateNode):null}function qs(e,t){if(null!==(e=e.memoizedState)&&null!==e.dehydrated){var n=e.retryLane;e.retryLane=0!==n&&n<t?n:t}}function Qs(e,t){qs(e,t),(e=e.alternate)&&qs(e,t)}Sl=function(e,t,n){if(null!==e)if(e.memoizedProps!==t.pendingProps||Na.current)_u=!0;else{if(0==(e.lanes&n)&&0==(128&t.flags))return _u=!1,function(e,t,n){switch(t.tag){case 3:Pu(t),di();break;case 5:io(t);break;case 1:La(t.type)&&Da(t);break;case 4:ro(t,t.stateNode.containerInfo);break;case 10:var r=t.type._context,a=t.memoizedProps.value;Ca(yi,r._currentValue),r._currentValue=a;break;case 13:if(null!==(r=t.memoizedState))return null!==r.dehydrated?(Ca(uo,1&uo.current),t.flags|=128,null):0!=(n&t.child.childLanes)?ju(e,t,n):(Ca(uo,1&uo.current),null!==(e=Hu(e,t,n))?e.sibling:null);Ca(uo,1&uo.current);break;case 19:if(r=0!=(n&t.childLanes),0!=(128&e.flags)){if(r)return Wu(e,t,n);t.flags|=128}if(null!==(a=t.memoizedState)&&(a.rendering=null,a.tail=null,a.lastEffect=null),Ca(uo,uo.current),r)break;return null;case 22:case 23:return t.lanes=0,Eu(e,t,n)}return Hu(e,t,n)}(e,t,n);_u=0!=(131072&e.flags)}else _u=!1,ai&&0!=(1048576&t.flags)&&Ja(t,qa,t.index);switch(t.lanes=0,t.tag){case 2:var r=t.type;Vu(e,t),e=t.pendingProps;var a=za(t,Ma.current);Si(t,n),a=So(null,t,r,e,a,n);var o=Eo();return t.flags|=1,\"object\"==typeof a&&null!==a&&\"function\"==typeof a.render&&void 0===a.$$typeof?(t.tag=1,t.memoizedState=null,t.updateQueue=null,La(r)?(o=!0,Da(t)):o=!1,t.memoizedState=null!==a.state&&void 0!==a.state?a.state:null,zi(t),a.updater=$i,t.stateNode=a,a._reactInternals=t,Hi(t,r,e,n),t=Nu(null,t,r,!0,o,n)):(t.tag=0,ai&&o&&ei(t),wu(null,t,a,n),t=t.child),t;case 16:r=t.elementType;e:{switch(Vu(e,t),e=t.pendingProps,r=(a=r._init)(r._payload),t.type=r,a=t.tag=function(e){if(\"function\"==typeof e)return Os(e)?1:0;if(null!=e){if((e=e.$$typeof)===M)return 11;if(e===z)return 14}return 2}(r),e=gi(r,e),a){case 0:t=Tu(null,t,r,e,n);break e;case 1:t=Mu(null,t,r,e,n);break e;case 11:t=xu(null,t,r,e,n);break e;case 14:t=ku(null,t,r,gi(r.type,e),n);break e}throw Error(i(306,r,\"\"))}return t;case 0:return r=t.type,a=t.pendingProps,Tu(e,t,r,a=t.elementType===r?a:gi(r,a),n);case 1:return r=t.type,a=t.pendingProps,Mu(e,t,r,a=t.elementType===r?a:gi(r,a),n);case 3:e:{if(Pu(t),null===e)throw Error(i(387));r=t.pendingProps,a=(o=t.memoizedState).element,Li(e,t),Ri(t,r,null,n);var u=t.memoizedState;if(r=u.element,o.isDehydrated){if(o={element:r,isDehydrated:!1,cache:u.cache,pendingSuspenseBoundaries:u.pendingSuspenseBoundaries,transitions:u.transitions},t.updateQueue.baseState=o,t.memoizedState=o,256&t.flags){t=zu(e,t,r,n,a=cu(Error(i(423)),t));break e}if(r!==a){t=zu(e,t,r,n,a=cu(Error(i(424)),t));break e}for(ri=sa(t.stateNode.containerInfo.firstChild),ni=t,ai=!0,ii=null,n=Zi(t,null,r,n),t.child=n;n;)n.flags=-3&n.flags|4096,n=n.sibling}else{if(di(),r===a){t=Hu(e,t,n);break e}wu(e,t,r,n)}t=t.child}return t;case 5:return io(t),null===e&&si(t),r=t.type,a=t.pendingProps,o=null!==e?e.memoizedProps:null,u=a.children,na(r,a)?u=null:null!==o&&na(r,o)&&(t.flags|=32),Cu(e,t),wu(e,t,u,n),t.child;case 6:return null===e&&si(t),null;case 13:return ju(e,t,n);case 4:return ro(t,t.stateNode.containerInfo),r=t.pendingProps,null===e?t.child=Ki(t,null,r,n):wu(e,t,r,n),t.child;case 11:return r=t.type,a=t.pendingProps,xu(e,t,r,a=t.elementType===r?a:gi(r,a),n);case 7:return wu(e,t,t.pendingProps,n),t.child;case 8:case 12:return wu(e,t,t.pendingProps.children,n),t.child;case 10:e:{if(r=t.type._context,a=t.pendingProps,o=t.memoizedProps,u=a.value,Ca(yi,r._currentValue),r._currentValue=u,null!==o)if(ur(o.value,u)){if(o.children===a.children&&!Na.current){t=Hu(e,t,n);break e}}else for(null!==(o=t.child)&&(o.return=t);null!==o;){var l=o.dependencies;if(null!==l){u=o.child;for(var s=l.firstContext;null!==s;){if(s.context===r){if(1===o.tag){(s=Oi(-1,n&-n)).tag=2;var c=o.updateQueue;if(null!==c){var f=(c=c.shared).pending;null===f?s.next=s:(s.next=f.next,f.next=s),c.pending=s}}o.lanes|=n,null!==(s=o.alternate)&&(s.lanes|=n),ki(o.return,n,t),l.lanes|=n;break}s=s.next}}else if(10===o.tag)u=o.type===t.type?null:o.child;else if(18===o.tag){if(null===(u=o.return))throw Error(i(341));u.lanes|=n,null!==(l=u.alternate)&&(l.lanes|=n),ki(u,n,t),u=o.sibling}else u=o.child;if(null!==u)u.return=o;else for(u=o;null!==u;){if(u===t){u=null;break}if(null!==(o=u.sibling)){o.return=u.return,u=o;break}u=u.return}o=u}wu(e,t,a.children,n),t=t.child}return t;case 9:return a=t.type,r=t.pendingProps.children,Si(t,n),r=r(a=Ei(a)),t.flags|=1,wu(e,t,r,n),t.child;case 14:return a=gi(r=t.type,t.pendingProps),ku(e,t,r,a=gi(r.type,a),n);case 15:return Su(e,t,t.type,t.pendingProps,n);case 17:return r=t.type,a=t.pendingProps,a=t.elementType===r?a:gi(r,a),Vu(e,t),t.tag=1,La(r)?(e=!0,Da(t)):e=!1,Si(t,n),Wi(t,r,a),Hi(t,r,a,n),Nu(null,t,r,!0,e,n);case 19:return Wu(e,t,n);case 22:return Eu(e,t,n)}throw Error(i(156,t.tag))};var Ys=\"function\"==typeof reportError?reportError:function(e){console.error(e)};function Gs(e){this._internalRoot=e}function Ks(e){this._internalRoot=e}function Zs(e){return!(!e||1!==e.nodeType&&9!==e.nodeType&&11!==e.nodeType)}function Xs(e){return!(!e||1!==e.nodeType&&9!==e.nodeType&&11!==e.nodeType&&(8!==e.nodeType||\" react-mount-point-unstable \"!==e.nodeValue))}function Js(){}function ec(e,t,n,r,a){var i=n._reactRootContainer;if(i){var o=i;if(\"function\"==typeof a){var u=a;a=function(){var e=Hs(o);u.call(e)}}Vs(t,o,e,a)}else o=function(e,t,n,r,a){if(a){if(\"function\"==typeof r){var i=r;r=function(){var e=Hs(o);i.call(e)}}var o=Ws(t,r,e,0,null,!1,0,\"\",Js);return e._reactRootContainer=o,e[ha]=o.current,Br(8===e.nodeType?e.parentNode:e),fs(),o}for(;a=e.lastChild;)e.removeChild(a);if(\"function\"==typeof r){var u=r;r=function(){var e=Hs(l);u.call(e)}}var l=$s(e,0,!1,null,0,!1,0,\"\",Js);return e._reactRootContainer=l,e[ha]=l.current,Br(8===e.nodeType?e.parentNode:e),fs((function(){Vs(t,l,n,r)})),l}(n,t,e,a,r);return Hs(o)}Ks.prototype.render=Gs.prototype.render=function(e){var t=this._internalRoot;if(null===t)throw Error(i(409));Vs(e,t,null,null)},Ks.prototype.unmount=Gs.prototype.unmount=function(){var e=this._internalRoot;if(null!==e){this._internalRoot=null;var t=e.containerInfo;fs((function(){Vs(null,e,null,null)})),t[ha]=null}},Ks.prototype.unstable_scheduleHydration=function(e){if(e){var t=St();e={blockedOn:null,target:e,priority:t};for(var n=0;n<Ot.length&&0!==t&&t<Ot[n].priority;n++);Ot.splice(n,0,e),0===n&&Rt(e)}},wt=function(e){switch(e.tag){case 3:var t=e.stateNode;if(t.current.memoizedState.isDehydrated){var n=ft(t.pendingLanes);0!==n&&(mt(t,1|n),as(t,Ze()),0==(6&Nl)&&(Wl=Ze()+500,Ba()))}break;case 13:fs((function(){var t=Ni(e,1);if(null!==t){var n=ts();rs(t,e,1,n)}})),Qs(e,1)}},xt=function(e){if(13===e.tag){var t=Ni(e,134217728);null!==t&&rs(t,e,134217728,ts()),Qs(e,134217728)}},kt=function(e){if(13===e.tag){var t=ns(e),n=Ni(e,t);null!==n&&rs(n,e,t,ts()),Qs(e,t)}},St=function(){return bt},Et=function(e,t){var n=bt;try{return bt=e,t()}finally{bt=n}},xe=function(e,t,n){switch(t){case\"input\":if(X(e,n),t=n.name,\"radio\"===n.type&&null!=t){for(n=e;n.parentNode;)n=n.parentNode;for(n=n.querySelectorAll(\"input[name=\"+JSON.stringify(\"\"+t)+'][type=\"radio\"]'),t=0;t<n.length;t++){var r=n[t];if(r!==e&&r.form===e.form){var a=wa(r);if(!a)throw Error(i(90));Q(r),X(r,a)}}}break;case\"textarea\":ie(e,n);break;case\"select\":null!=(t=n.value)&&ne(e,!!n.multiple,t,!1)}},Me=cs,Ne=fs;var tc={usingClientEntryPoint:!1,Events:[ba,_a,wa,Ce,Te,cs]},nc={findFiberByHostInstance:ma,bundleType:0,version:\"18.2.0\",rendererPackageName:\"react-dom\"},rc={bundleType:nc.bundleType,version:nc.version,rendererPackageName:nc.rendererPackageName,rendererConfig:nc.rendererConfig,overrideHookState:null,overrideHookStateDeletePath:null,overrideHookStateRenamePath:null,overrideProps:null,overridePropsDeletePath:null,overridePropsRenamePath:null,setErrorHandler:null,setSuspenseHandler:null,scheduleUpdate:null,currentDispatcherRef:_.ReactCurrentDispatcher,findHostInstanceByFiber:function(e){return null===(e=He(e))?null:e.stateNode},findFiberByHostInstance:nc.findFiberByHostInstance||function(){return null},findHostInstancesForRefresh:null,scheduleRefresh:null,scheduleRoot:null,setRefreshHandler:null,getCurrentFiber:null,reconcilerVersion:\"18.2.0-next-9e3b772b8-20220608\"};if(\"undefined\"!=typeof __REACT_DEVTOOLS_GLOBAL_HOOK__){var ac=__REACT_DEVTOOLS_GLOBAL_HOOK__;if(!ac.isDisabled&&ac.supportsFiber)try{at=ac.inject(rc),it=ac}catch(ce){}}t.__SECRET_INTERNALS_DO_NOT_USE_OR_YOU_WILL_BE_FIRED=tc,t.createPortal=function(e,t){var n=2<arguments.length&&void 0!==arguments[2]?arguments[2]:null;if(!Zs(t))throw Error(i(200));return function(e,t,n){var r=3<arguments.length&&void 0!==arguments[3]?arguments[3]:null;return{$$typeof:x,key:null==r?null:\"\"+r,children:e,containerInfo:t,implementation:n}}(e,t,null,n)},t.createRoot=function(e,t){if(!Zs(e))throw Error(i(299));var n=!1,r=\"\",a=Ys;return null!=t&&(!0===t.unstable_strictMode&&(n=!0),void 0!==t.identifierPrefix&&(r=t.identifierPrefix),void 0!==t.onRecoverableError&&(a=t.onRecoverableError)),t=$s(e,1,!1,null,0,n,0,r,a),e[ha]=t.current,Br(8===e.nodeType?e.parentNode:e),new Gs(t)},t.findDOMNode=function(e){if(null==e)return null;if(1===e.nodeType)return e;var t=e._reactInternals;if(void 0===t){if(\"function\"==typeof e.render)throw Error(i(188));throw e=Object.keys(e).join(\",\"),Error(i(268,e))}return null===(e=He(t))?null:e.stateNode},t.flushSync=function(e){return fs(e)},t.hydrate=function(e,t,n){if(!Xs(t))throw Error(i(200));return ec(null,e,t,!0,n)},t.hydrateRoot=function(e,t,n){if(!Zs(e))throw Error(i(405));var r=null!=n&&n.hydratedSources||null,a=!1,o=\"\",u=Ys;if(null!=n&&(!0===n.unstable_strictMode&&(a=!0),void 0!==n.identifierPrefix&&(o=n.identifierPrefix),void 0!==n.onRecoverableError&&(u=n.onRecoverableError)),t=Ws(t,null,e,1,null!=n?n:null,a,0,o,u),e[ha]=t.current,Br(e),r)for(e=0;e<r.length;e++)a=(a=(n=r[e])._getVersion)(n._source),null==t.mutableSourceEagerHydrationData?t.mutableSourceEagerHydrationData=[n,a]:t.mutableSourceEagerHydrationData.push(n,a);return new Ks(t)},t.render=function(e,t,n){if(!Xs(t))throw Error(i(200));return ec(null,e,t,!1,n)},t.unmountComponentAtNode=function(e){if(!Xs(e))throw Error(i(40));return!!e._reactRootContainer&&(fs((function(){ec(null,null,e,!1,(function(){e._reactRootContainer=null,e[ha]=null}))})),!0)},t.unstable_batchedUpdates=cs,t.unstable_renderSubtreeIntoContainer=function(e,t,n,r){if(!Xs(n))throw Error(i(200));if(null==e||void 0===e._reactInternals)throw Error(i(38));return ec(e,t,n,!1,r)},t.version=\"18.2.0-next-9e3b772b8-20220608\"},935:(e,t,n)=>{\"use strict\";!function e(){if(\"undefined\"!=typeof __REACT_DEVTOOLS_GLOBAL_HOOK__&&\"function\"==typeof __REACT_DEVTOOLS_GLOBAL_HOOK__.checkDCE)try{__REACT_DEVTOOLS_GLOBAL_HOOK__.checkDCE(e)}catch(e){console.error(e)}}(),e.exports=n(448)},408:(e,t)=>{\"use strict\";var n=Symbol.for(\"react.element\"),r=Symbol.for(\"react.portal\"),a=Symbol.for(\"react.fragment\"),i=Symbol.for(\"react.strict_mode\"),o=Symbol.for(\"react.profiler\"),u=Symbol.for(\"react.provider\"),l=Symbol.for(\"react.context\"),s=Symbol.for(\"react.forward_ref\"),c=Symbol.for(\"react.suspense\"),f=Symbol.for(\"react.memo\"),p=Symbol.for(\"react.lazy\"),d=Symbol.iterator,h={isMounted:function(){return!1},enqueueForceUpdate:function(){},enqueueReplaceState:function(){},enqueueSetState:function(){}},v=Object.assign,g={};function y(e,t,n){this.props=e,this.context=t,this.refs=g,this.updater=n||h}function m(){}function b(e,t,n){this.props=e,this.context=t,this.refs=g,this.updater=n||h}y.prototype.isReactComponent={},y.prototype.setState=function(e,t){if(\"object\"!=typeof e&&\"function\"!=typeof e&&null!=e)throw Error(\"setState(...): takes an object of state variables to update or a function which returns an object of state variables.\");this.updater.enqueueSetState(this,e,t,\"setState\")},y.prototype.forceUpdate=function(e){this.updater.enqueueForceUpdate(this,e,\"forceUpdate\")},m.prototype=y.prototype;var _=b.prototype=new m;_.constructor=b,v(_,y.prototype),_.isPureReactComponent=!0;var w=Array.isArray,x=Object.prototype.hasOwnProperty,k={current:null},S={key:!0,ref:!0,__self:!0,__source:!0};function E(e,t,r){var a,i={},o=null,u=null;if(null!=t)for(a in void 0!==t.ref&&(u=t.ref),void 0!==t.key&&(o=\"\"+t.key),t)x.call(t,a)&&!S.hasOwnProperty(a)&&(i[a]=t[a]);var l=arguments.length-2;if(1===l)i.children=r;else if(1<l){for(var s=Array(l),c=0;c<l;c++)s[c]=arguments[c+2];i.children=s}if(e&&e.defaultProps)for(a in l=e.defaultProps)void 0===i[a]&&(i[a]=l[a]);return{$$typeof:n,type:e,key:o,ref:u,props:i,_owner:k.current}}function C(e){return\"object\"==typeof e&&null!==e&&e.$$typeof===n}var T=/\\/+/g;function M(e,t){return\"object\"==typeof e&&null!==e&&null!=e.key?function(e){var t={\"=\":\"=0\",\":\":\"=2\"};return\"$\"+e.replace(/[=:]/g,(function(e){return t[e]}))}(\"\"+e.key):t.toString(36)}function N(e,t,a,i,o){var u=typeof e;\"undefined\"!==u&&\"boolean\"!==u||(e=null);var l=!1;if(null===e)l=!0;else switch(u){case\"string\":case\"number\":l=!0;break;case\"object\":switch(e.$$typeof){case n:case r:l=!0}}if(l)return o=o(l=e),e=\"\"===i?\".\"+M(l,0):i,w(o)?(a=\"\",null!=e&&(a=e.replace(T,\"$&/\")+\"/\"),N(o,t,a,\"\",(function(e){return e}))):null!=o&&(C(o)&&(o=function(e,t){return{$$typeof:n,type:e.type,key:t,ref:e.ref,props:e.props,_owner:e._owner}}(o,a+(!o.key||l&&l.key===o.key?\"\":(\"\"+o.key).replace(T,\"$&/\")+\"/\")+e)),t.push(o)),1;if(l=0,i=\"\"===i?\".\":i+\":\",w(e))for(var s=0;s<e.length;s++){var c=i+M(u=e[s],s);l+=N(u,t,a,c,o)}else if(c=function(e){return null===e||\"object\"!=typeof e?null:\"function\"==typeof(e=d&&e[d]||e[\"@@iterator\"])?e:null}(e),\"function\"==typeof c)for(e=c.call(e),s=0;!(u=e.next()).done;)l+=N(u=u.value,t,a,c=i+M(u,s++),o);else if(\"object\"===u)throw t=String(e),Error(\"Objects are not valid as a React child (found: \"+(\"[object Object]\"===t?\"object with keys {\"+Object.keys(e).join(\", \")+\"}\":t)+\"). If you meant to render a collection of children, use an array instead.\");return l}function P(e,t,n){if(null==e)return e;var r=[],a=0;return N(e,r,\"\",\"\",(function(e){return t.call(n,e,a++)})),r}function z(e){if(-1===e._status){var t=e._result;(t=t()).then((function(t){0!==e._status&&-1!==e._status||(e._status=1,e._result=t)}),(function(t){0!==e._status&&-1!==e._status||(e._status=2,e._result=t)})),-1===e._status&&(e._status=0,e._result=t)}if(1===e._status)return e._result.default;throw e._result}var L={current:null},O={transition:null},A={ReactCurrentDispatcher:L,ReactCurrentBatchConfig:O,ReactCurrentOwner:k};t.Children={map:P,forEach:function(e,t,n){P(e,(function(){t.apply(this,arguments)}),n)},count:function(e){var t=0;return P(e,(function(){t++})),t},toArray:function(e){return P(e,(function(e){return e}))||[]},only:function(e){if(!C(e))throw Error(\"React.Children.only expected to receive a single React element child.\");return e}},t.Component=y,t.Fragment=a,t.Profiler=o,t.PureComponent=b,t.StrictMode=i,t.Suspense=c,t.__SECRET_INTERNALS_DO_NOT_USE_OR_YOU_WILL_BE_FIRED=A,t.cloneElement=function(e,t,r){if(null==e)throw Error(\"React.cloneElement(...): The argument must be a React element, but you passed \"+e+\".\");var a=v({},e.props),i=e.key,o=e.ref,u=e._owner;if(null!=t){if(void 0!==t.ref&&(o=t.ref,u=k.current),void 0!==t.key&&(i=\"\"+t.key),e.type&&e.type.defaultProps)var l=e.type.defaultProps;for(s in t)x.call(t,s)&&!S.hasOwnProperty(s)&&(a[s]=void 0===t[s]&&void 0!==l?l[s]:t[s])}var s=arguments.length-2;if(1===s)a.children=r;else if(1<s){l=Array(s);for(var c=0;c<s;c++)l[c]=arguments[c+2];a.children=l}return{$$typeof:n,type:e.type,key:i,ref:o,props:a,_owner:u}},t.createContext=function(e){return(e={$$typeof:l,_currentValue:e,_currentValue2:e,_threadCount:0,Provider:null,Consumer:null,_defaultValue:null,_globalName:null}).Provider={$$typeof:u,_context:e},e.Consumer=e},t.createElement=E,t.createFactory=function(e){var t=E.bind(null,e);return t.type=e,t},t.createRef=function(){return{current:null}},t.forwardRef=function(e){return{$$typeof:s,render:e}},t.isValidElement=C,t.lazy=function(e){return{$$typeof:p,_payload:{_status:-1,_result:e},_init:z}},t.memo=function(e,t){return{$$typeof:f,type:e,compare:void 0===t?null:t}},t.startTransition=function(e){var t=O.transition;O.transition={};try{e()}finally{O.transition=t}},t.unstable_act=function(){throw Error(\"act(...) is not supported in production builds of React.\")},t.useCallback=function(e,t){return L.current.useCallback(e,t)},t.useContext=function(e){return L.current.useContext(e)},t.useDebugValue=function(){},t.useDeferredValue=function(e){return L.current.useDeferredValue(e)},t.useEffect=function(e,t){return L.current.useEffect(e,t)},t.useId=function(){return L.current.useId()},t.useImperativeHandle=function(e,t,n){return L.current.useImperativeHandle(e,t,n)},t.useInsertionEffect=function(e,t){return L.current.useInsertionEffect(e,t)},t.useLayoutEffect=function(e,t){return L.current.useLayoutEffect(e,t)},t.useMemo=function(e,t){return L.current.useMemo(e,t)},t.useReducer=function(e,t,n){return L.current.useReducer(e,t,n)},t.useRef=function(e){return L.current.useRef(e)},t.useState=function(e){return L.current.useState(e)},t.useSyncExternalStore=function(e,t,n){return L.current.useSyncExternalStore(e,t,n)},t.useTransition=function(){return L.current.useTransition()},t.version=\"18.2.0\"},294:(e,t,n)=>{\"use strict\";e.exports=n(408)},53:(e,t)=>{\"use strict\";function n(e,t){var n=e.length;e.push(t);e:for(;0<n;){var r=n-1>>>1,a=e[r];if(!(0<i(a,t)))break e;e[r]=t,e[n]=a,n=r}}function r(e){return 0===e.length?null:e[0]}function a(e){if(0===e.length)return null;var t=e[0],n=e.pop();if(n!==t){e[0]=n;e:for(var r=0,a=e.length,o=a>>>1;r<o;){var u=2*(r+1)-1,l=e[u],s=u+1,c=e[s];if(0>i(l,n))s<a&&0>i(c,l)?(e[r]=c,e[s]=n,r=s):(e[r]=l,e[u]=n,r=u);else{if(!(s<a&&0>i(c,n)))break e;e[r]=c,e[s]=n,r=s}}}return t}function i(e,t){var n=e.sortIndex-t.sortIndex;return 0!==n?n:e.id-t.id}if(\"object\"==typeof performance&&\"function\"==typeof performance.now){var o=performance;t.unstable_now=function(){return o.now()}}else{var u=Date,l=u.now();t.unstable_now=function(){return u.now()-l}}var s=[],c=[],f=1,p=null,d=3,h=!1,v=!1,g=!1,y=\"function\"==typeof setTimeout?setTimeout:null,m=\"function\"==typeof clearTimeout?clearTimeout:null,b=\"undefined\"!=typeof setImmediate?setImmediate:null;function _(e){for(var t=r(c);null!==t;){if(null===t.callback)a(c);else{if(!(t.startTime<=e))break;a(c),t.sortIndex=t.expirationTime,n(s,t)}t=r(c)}}function w(e){if(g=!1,_(e),!v)if(null!==r(s))v=!0,O(x);else{var t=r(c);null!==t&&A(w,t.startTime-e)}}function x(e,n){v=!1,g&&(g=!1,m(C),C=-1),h=!0;var i=d;try{for(_(n),p=r(s);null!==p&&(!(p.expirationTime>n)||e&&!N());){var o=p.callback;if(\"function\"==typeof o){p.callback=null,d=p.priorityLevel;var u=o(p.expirationTime<=n);n=t.unstable_now(),\"function\"==typeof u?p.callback=u:p===r(s)&&a(s),_(n)}else a(s);p=r(s)}if(null!==p)var l=!0;else{var f=r(c);null!==f&&A(w,f.startTime-n),l=!1}return l}finally{p=null,d=i,h=!1}}\"undefined\"!=typeof navigator&&void 0!==navigator.scheduling&&void 0!==navigator.scheduling.isInputPending&&navigator.scheduling.isInputPending.bind(navigator.scheduling);var k,S=!1,E=null,C=-1,T=5,M=-1;function N(){return!(t.unstable_now()-M<T)}function P(){if(null!==E){var e=t.unstable_now();M=e;var n=!0;try{n=E(!0,e)}finally{n?k():(S=!1,E=null)}}else S=!1}if(\"function\"==typeof b)k=function(){b(P)};else if(\"undefined\"!=typeof MessageChannel){var z=new MessageChannel,L=z.port2;z.port1.onmessage=P,k=function(){L.postMessage(null)}}else k=function(){y(P,0)};function O(e){E=e,S||(S=!0,k())}function A(e,n){C=y((function(){e(t.unstable_now())}),n)}t.unstable_IdlePriority=5,t.unstable_ImmediatePriority=1,t.unstable_LowPriority=4,t.unstable_NormalPriority=3,t.unstable_Profiling=null,t.unstable_UserBlockingPriority=2,t.unstable_cancelCallback=function(e){e.callback=null},t.unstable_continueExecution=function(){v||h||(v=!0,O(x))},t.unstable_forceFrameRate=function(e){0>e||125<e?console.error(\"forceFrameRate takes a positive int between 0 and 125, forcing frame rates higher than 125 fps is not supported\"):T=0<e?Math.floor(1e3/e):5},t.unstable_getCurrentPriorityLevel=function(){return d},t.unstable_getFirstCallbackNode=function(){return r(s)},t.unstable_next=function(e){switch(d){case 1:case 2:case 3:var t=3;break;default:t=d}var n=d;d=t;try{return e()}finally{d=n}},t.unstable_pauseExecution=function(){},t.unstable_requestPaint=function(){},t.unstable_runWithPriority=function(e,t){switch(e){case 1:case 2:case 3:case 4:case 5:break;default:e=3}var n=d;d=e;try{return t()}finally{d=n}},t.unstable_scheduleCallback=function(e,a,i){var o=t.unstable_now();switch(i=\"object\"==typeof i&&null!==i&&\"number\"==typeof(i=i.delay)&&0<i?o+i:o,e){case 1:var u=-1;break;case 2:u=250;break;case 5:u=1073741823;break;case 4:u=1e4;break;default:u=5e3}return e={id:f++,callback:a,priorityLevel:e,startTime:i,expirationTime:u=i+u,sortIndex:-1},i>o?(e.sortIndex=i,n(c,e),null===r(s)&&e===r(c)&&(g?(m(C),C=-1):g=!0,A(w,i-o))):(e.sortIndex=u,n(s,e),v||h||(v=!0,O(x))),e},t.unstable_shouldYield=N,t.unstable_wrapCallback=function(e){var t=d;return function(){var n=d;d=t;try{return e.apply(this,arguments)}finally{d=n}}}},840:(e,t,n)=>{\"use strict\";e.exports=n(53)}},t={};function n(r){var a=t[r];if(void 0!==a)return a.exports;var i=t[r]={id:r,loaded:!1,exports:{}};return e[r].call(i.exports,i,i.exports,n),i.loaded=!0,i.exports}n.g=function(){if(\"object\"==typeof globalThis)return globalThis;try{return this||new Function(\"return this\")()}catch(e){if(\"object\"==typeof window)return window}}(),n.nmd=e=>(e.paths=[],e.children||(e.children=[]),e),(()=>{\"use strict\";var e=n(294),t=n(935);const r=Math.sqrt(50),a=Math.sqrt(10),i=Math.sqrt(2);function o(e,t,n){const u=(t-e)/Math.max(0,n),l=Math.floor(Math.log10(u)),s=u/Math.pow(10,l),c=s>=r?10:s>=a?5:s>=i?2:1;let f,p,d;return l<0?(d=Math.pow(10,-l)/c,f=Math.round(e*d),p=Math.round(t*d),f/d<e&&++f,p/d>t&&--p,d=-d):(d=Math.pow(10,l)*c,f=Math.round(e/d),p=Math.round(t/d),f*d<e&&++f,p*d>t&&--p),p<f&&.5<=n&&n<2?o(e,t,2*n):[f,p,d]}function u(e,t,n){return o(e=+e,t=+t,n=+n)[2]}function l(e,t,n){n=+n;const r=(t=+t)<(e=+e),a=r?u(t,e,n):u(e,t,n);return(r?-1:1)*(a<0?1/-a:a)}function s(e,t){return null==e||null==t?NaN:e<t?-1:e>t?1:e>=t?0:NaN}function c(e,t){return null==e||null==t?NaN:t<e?-1:t>e?1:t>=e?0:NaN}function f(e){let t,n,r;function a(e,r,a=0,i=e.length){if(a<i){if(0!==t(r,r))return i;do{const t=a+i>>>1;n(e[t],r)<0?a=t+1:i=t}while(a<i)}return a}return 2!==e.length?(t=s,n=(t,n)=>s(e(t),n),r=(t,n)=>e(t)-n):(t=e===s||e===c?e:p,n=e,r=e),{left:a,center:function(e,t,n=0,i=e.length){const o=a(e,t,n,i-1);return o>n&&r(e[o-1],t)>-r(e[o],t)?o-1:o},right:function(e,r,a=0,i=e.length){if(a<i){if(0!==t(r,r))return i;do{const t=a+i>>>1;n(e[t],r)<=0?a=t+1:i=t}while(a<i)}return a}}}function p(){return 0}const d=f(s),h=d.right,v=(d.left,f((function(e){return null===e?NaN:+e})).center,h);function g(e,t,n){e.prototype=t.prototype=n,n.constructor=e}function y(e,t){var n=Object.create(e.prototype);for(var r in t)n[r]=t[r];return n}function m(){}var b=.7,_=1/b,w=\"\\\\s*([+-]?\\\\d+)\\\\s*\",x=\"\\\\s*([+-]?(?:\\\\d*\\\\.)?\\\\d+(?:[eE][+-]?\\\\d+)?)\\\\s*\",k=\"\\\\s*([+-]?(?:\\\\d*\\\\.)?\\\\d+(?:[eE][+-]?\\\\d+)?)%\\\\s*\",S=/^#([0-9a-f]{3,8})$/,E=new RegExp(`^rgb\\\\(${w},${w},${w}\\\\)$`),C=new RegExp(`^rgb\\\\(${k},${k},${k}\\\\)$`),T=new RegExp(`^rgba\\\\(${w},${w},${w},${x}\\\\)$`),M=new RegExp(`^rgba\\\\(${k},${k},${k},${x}\\\\)$`),N=new RegExp(`^hsl\\\\(${x},${k},${k}\\\\)$`),P=new RegExp(`^hsla\\\\(${x},${k},${k},${x}\\\\)$`),z={aliceblue:15792383,antiquewhite:16444375,aqua:65535,aquamarine:8388564,azure:15794175,beige:16119260,bisque:16770244,black:0,blanchedalmond:16772045,blue:255,blueviolet:9055202,brown:10824234,burlywood:14596231,cadetblue:6266528,chartreuse:8388352,chocolate:13789470,coral:16744272,cornflowerblue:6591981,cornsilk:16775388,crimson:14423100,cyan:65535,darkblue:139,darkcyan:35723,darkgoldenrod:12092939,darkgray:11119017,darkgreen:25600,darkgrey:11119017,darkkhaki:12433259,darkmagenta:9109643,darkolivegreen:5597999,darkorange:16747520,darkorchid:10040012,darkred:9109504,darksalmon:15308410,darkseagreen:9419919,darkslateblue:4734347,darkslategray:3100495,darkslategrey:3100495,darkturquoise:52945,darkviolet:9699539,deeppink:16716947,deepskyblue:49151,dimgray:6908265,dimgrey:6908265,dodgerblue:2003199,firebrick:11674146,floralwhite:16775920,forestgreen:2263842,fuchsia:16711935,gainsboro:14474460,ghostwhite:16316671,gold:16766720,goldenrod:14329120,gray:8421504,green:32768,greenyellow:11403055,grey:8421504,honeydew:15794160,hotpink:16738740,indianred:13458524,indigo:4915330,ivory:16777200,khaki:15787660,lavender:15132410,lavenderblush:16773365,lawngreen:8190976,lemonchiffon:16775885,lightblue:11393254,lightcoral:15761536,lightcyan:14745599,lightgoldenrodyellow:16448210,lightgray:13882323,lightgreen:9498256,lightgrey:13882323,lightpink:16758465,lightsalmon:16752762,lightseagreen:2142890,lightskyblue:8900346,lightslategray:7833753,lightslategrey:7833753,lightsteelblue:11584734,lightyellow:16777184,lime:65280,limegreen:3329330,linen:16445670,magenta:16711935,maroon:8388608,mediumaquamarine:6737322,mediumblue:205,mediumorchid:12211667,mediumpurple:9662683,mediumseagreen:3978097,mediumslateblue:8087790,mediumspringgreen:64154,mediumturquoise:4772300,mediumvioletred:13047173,midnightblue:1644912,mintcream:16121850,mistyrose:16770273,moccasin:16770229,navajowhite:16768685,navy:128,oldlace:16643558,olive:8421376,olivedrab:7048739,orange:16753920,orangered:16729344,orchid:14315734,palegoldenrod:15657130,palegreen:10025880,paleturquoise:11529966,palevioletred:14381203,papayawhip:16773077,peachpuff:16767673,peru:13468991,pink:16761035,plum:14524637,powderblue:11591910,purple:8388736,rebeccapurple:6697881,red:16711680,rosybrown:12357519,royalblue:4286945,saddlebrown:9127187,salmon:16416882,sandybrown:16032864,seagreen:3050327,seashell:16774638,sienna:10506797,silver:12632256,skyblue:8900331,slateblue:6970061,slategray:7372944,slategrey:7372944,snow:16775930,springgreen:65407,steelblue:4620980,tan:13808780,teal:32896,thistle:14204888,tomato:16737095,turquoise:4251856,violet:15631086,wheat:16113331,white:16777215,whitesmoke:16119285,yellow:16776960,yellowgreen:10145074};function L(){return this.rgb().formatHex()}function O(){return this.rgb().formatRgb()}function A(e){var t,n;return e=(e+\"\").trim().toLowerCase(),(t=S.exec(e))?(n=t[1].length,t=parseInt(t[1],16),6===n?F(t):3===n?new j(t>>8&15|t>>4&240,t>>4&15|240&t,(15&t)<<4|15&t,1):8===n?D(t>>24&255,t>>16&255,t>>8&255,(255&t)/255):4===n?D(t>>12&15|t>>8&240,t>>8&15|t>>4&240,t>>4&15|240&t,((15&t)<<4|15&t)/255):null):(t=E.exec(e))?new j(t[1],t[2],t[3],1):(t=C.exec(e))?new j(255*t[1]/100,255*t[2]/100,255*t[3]/100,1):(t=T.exec(e))?D(t[1],t[2],t[3],t[4]):(t=M.exec(e))?D(255*t[1]/100,255*t[2]/100,255*t[3]/100,t[4]):(t=N.exec(e))?V(t[1],t[2]/100,t[3]/100,1):(t=P.exec(e))?V(t[1],t[2]/100,t[3]/100,t[4]):z.hasOwnProperty(e)?F(z[e]):\"transparent\"===e?new j(NaN,NaN,NaN,0):null}function F(e){return new j(e>>16&255,e>>8&255,255&e,1)}function D(e,t,n,r){return r<=0&&(e=t=n=NaN),new j(e,t,n,r)}function R(e,t,n,r){return 1===arguments.length?((a=e)instanceof m||(a=A(a)),a?new j((a=a.rgb()).r,a.g,a.b,a.opacity):new j):new j(e,t,n,null==r?1:r);var a}function j(e,t,n,r){this.r=+e,this.g=+t,this.b=+n,this.opacity=+r}function U(){return`#${W(this.r)}${W(this.g)}${W(this.b)}`}function I(){const e=$(this.opacity);return`${1===e?\"rgb(\":\"rgba(\"}${B(this.r)}, ${B(this.g)}, ${B(this.b)}${1===e?\")\":`, ${e})`}`}function $(e){return isNaN(e)?1:Math.max(0,Math.min(1,e))}function B(e){return Math.max(0,Math.min(255,Math.round(e)||0))}function W(e){return((e=B(e))<16?\"0\":\"\")+e.toString(16)}function V(e,t,n,r){return r<=0?e=t=n=NaN:n<=0||n>=1?e=t=NaN:t<=0&&(e=NaN),new Q(e,t,n,r)}function H(e){if(e instanceof Q)return new Q(e.h,e.s,e.l,e.opacity);if(e instanceof m||(e=A(e)),!e)return new Q;if(e instanceof Q)return e;var t=(e=e.rgb()).r/255,n=e.g/255,r=e.b/255,a=Math.min(t,n,r),i=Math.max(t,n,r),o=NaN,u=i-a,l=(i+a)/2;return u?(o=t===i?(n-r)/u+6*(n<r):n===i?(r-t)/u+2:(t-n)/u+4,u/=l<.5?i+a:2-i-a,o*=60):u=l>0&&l<1?0:o,new Q(o,u,l,e.opacity)}function q(e,t,n,r){return 1===arguments.length?H(e):new Q(e,t,n,null==r?1:r)}function Q(e,t,n,r){this.h=+e,this.s=+t,this.l=+n,this.opacity=+r}function Y(e){return(e=(e||0)%360)<0?e+360:e}function G(e){return Math.max(0,Math.min(1,e||0))}function K(e,t,n){return 255*(e<60?t+(n-t)*e/60:e<180?n:e<240?t+(n-t)*(240-e)/60:t)}function Z(e,t,n,r,a){var i=e*e,o=i*e;return((1-3*e+3*i-o)*t+(4-6*i+3*o)*n+(1+3*e+3*i-3*o)*r+o*a)/6}g(m,A,{copy(e){return Object.assign(new this.constructor,this,e)},displayable(){return this.rgb().displayable()},hex:L,formatHex:L,formatHex8:function(){return this.rgb().formatHex8()},formatHsl:function(){return H(this).formatHsl()},formatRgb:O,toString:O}),g(j,R,y(m,{brighter(e){return e=null==e?_:Math.pow(_,e),new j(this.r*e,this.g*e,this.b*e,this.opacity)},darker(e){return e=null==e?b:Math.pow(b,e),new j(this.r*e,this.g*e,this.b*e,this.opacity)},rgb(){return this},clamp(){return new j(B(this.r),B(this.g),B(this.b),$(this.opacity))},displayable(){return-.5<=this.r&&this.r<255.5&&-.5<=this.g&&this.g<255.5&&-.5<=this.b&&this.b<255.5&&0<=this.opacity&&this.opacity<=1},hex:U,formatHex:U,formatHex8:function(){return`#${W(this.r)}${W(this.g)}${W(this.b)}${W(255*(isNaN(this.opacity)?1:this.opacity))}`},formatRgb:I,toString:I})),g(Q,q,y(m,{brighter(e){return e=null==e?_:Math.pow(_,e),new Q(this.h,this.s,this.l*e,this.opacity)},darker(e){return e=null==e?b:Math.pow(b,e),new Q(this.h,this.s,this.l*e,this.opacity)},rgb(){var e=this.h%360+360*(this.h<0),t=isNaN(e)||isNaN(this.s)?0:this.s,n=this.l,r=n+(n<.5?n:1-n)*t,a=2*n-r;return new j(K(e>=240?e-240:e+120,a,r),K(e,a,r),K(e<120?e+240:e-120,a,r),this.opacity)},clamp(){return new Q(Y(this.h),G(this.s),G(this.l),$(this.opacity))},displayable(){return(0<=this.s&&this.s<=1||isNaN(this.s))&&0<=this.l&&this.l<=1&&0<=this.opacity&&this.opacity<=1},formatHsl(){const e=$(this.opacity);return`${1===e?\"hsl(\":\"hsla(\"}${Y(this.h)}, ${100*G(this.s)}%, ${100*G(this.l)}%${1===e?\")\":`, ${e})`}`}}));const X=e=>()=>e;function J(e,t){var n=t-e;return n?function(e,t){return function(n){return e+n*t}}(e,n):X(isNaN(e)?t:e)}const ee=function e(t){var n=function(e){return 1==(e=+e)?J:function(t,n){return n-t?function(e,t,n){return e=Math.pow(e,n),t=Math.pow(t,n)-e,n=1/n,function(r){return Math.pow(e+r*t,n)}}(t,n,e):X(isNaN(t)?n:t)}}(t);function r(e,t){var r=n((e=R(e)).r,(t=R(t)).r),a=n(e.g,t.g),i=n(e.b,t.b),o=J(e.opacity,t.opacity);return function(t){return e.r=r(t),e.g=a(t),e.b=i(t),e.opacity=o(t),e+\"\"}}return r.gamma=e,r}(1);function te(e){return function(t){var n,r,a=t.length,i=new Array(a),o=new Array(a),u=new Array(a);for(n=0;n<a;++n)r=R(t[n]),i[n]=r.r||0,o[n]=r.g||0,u[n]=r.b||0;return i=e(i),o=e(o),u=e(u),r.opacity=1,function(e){return r.r=i(e),r.g=o(e),r.b=u(e),r+\"\"}}}function ne(e,t){var n,r=t?t.length:0,a=e?Math.min(r,e.length):0,i=new Array(a),o=new Array(r);for(n=0;n<a;++n)i[n]=ce(e[n],t[n]);for(;n<r;++n)o[n]=t[n];return function(e){for(n=0;n<a;++n)o[n]=i[n](e);return o}}function re(e,t){var n=new Date;return e=+e,t=+t,function(r){return n.setTime(e*(1-r)+t*r),n}}function ae(e,t){return e=+e,t=+t,function(n){return e*(1-n)+t*n}}function ie(e,t){var n,r={},a={};for(n in null!==e&&\"object\"==typeof e||(e={}),null!==t&&\"object\"==typeof t||(t={}),t)n in e?r[n]=ce(e[n],t[n]):a[n]=t[n];return function(e){for(n in r)a[n]=r[n](e);return a}}te((function(e){var t=e.length-1;return function(n){var r=n<=0?n=0:n>=1?(n=1,t-1):Math.floor(n*t),a=e[r],i=e[r+1],o=r>0?e[r-1]:2*a-i,u=r<t-1?e[r+2]:2*i-a;return Z((n-r/t)*t,o,a,i,u)}})),te((function(e){var t=e.length;return function(n){var r=Math.floor(((n%=1)<0?++n:n)*t),a=e[(r+t-1)%t],i=e[r%t],o=e[(r+1)%t],u=e[(r+2)%t];return Z((n-r/t)*t,a,i,o,u)}}));var oe=/[-+]?(?:\\d+\\.?\\d*|\\.?\\d+)(?:[eE][-+]?\\d+)?/g,ue=new RegExp(oe.source,\"g\");function le(e,t){var n,r,a,i=oe.lastIndex=ue.lastIndex=0,o=-1,u=[],l=[];for(e+=\"\",t+=\"\";(n=oe.exec(e))&&(r=ue.exec(t));)(a=r.index)>i&&(a=t.slice(i,a),u[o]?u[o]+=a:u[++o]=a),(n=n[0])===(r=r[0])?u[o]?u[o]+=r:u[++o]=r:(u[++o]=null,l.push({i:o,x:ae(n,r)})),i=ue.lastIndex;return i<t.length&&(a=t.slice(i),u[o]?u[o]+=a:u[++o]=a),u.length<2?l[0]?function(e){return function(t){return e(t)+\"\"}}(l[0].x):function(e){return function(){return e}}(t):(t=l.length,function(e){for(var n,r=0;r<t;++r)u[(n=l[r]).i]=n.x(e);return u.join(\"\")})}function se(e,t){t||(t=[]);var n,r=e?Math.min(t.length,e.length):0,a=t.slice();return function(i){for(n=0;n<r;++n)a[n]=e[n]*(1-i)+t[n]*i;return a}}function ce(e,t){var n,r,a=typeof t;return null==t||\"boolean\"===a?X(t):(\"number\"===a?ae:\"string\"===a?(n=A(t))?(t=n,ee):le:t instanceof A?ee:t instanceof Date?re:(r=t,!ArrayBuffer.isView(r)||r instanceof DataView?Array.isArray(t)?ne:\"function\"!=typeof t.valueOf&&\"function\"!=typeof t.toString||isNaN(t)?ie:ae:se))(e,t)}function fe(e,t){return e=+e,t=+t,function(n){return Math.round(e*(1-n)+t*n)}}function pe(e){return+e}var de=[0,1];function he(e){return e}function ve(e,t){return(t-=e=+e)?function(n){return(n-e)/t}:(n=isNaN(t)?NaN:.5,function(){return n});var n}function ge(e,t,n){var r=e[0],a=e[1],i=t[0],o=t[1];return a<r?(r=ve(a,r),i=n(o,i)):(r=ve(r,a),i=n(i,o)),function(e){return i(r(e))}}function ye(e,t,n){var r=Math.min(e.length,t.length)-1,a=new Array(r),i=new Array(r),o=-1;for(e[r]<e[0]&&(e=e.slice().reverse(),t=t.slice().reverse());++o<r;)a[o]=ve(e[o],e[o+1]),i[o]=n(t[o],t[o+1]);return function(t){var n=v(e,t,1,r)-1;return i[n](a[n](t))}}function me(e,t){return t.domain(e.domain()).range(e.range()).interpolate(e.interpolate()).clamp(e.clamp()).unknown(e.unknown())}function be(){return function(){var e,t,n,r,a,i,o=de,u=de,l=ce,s=he;function c(){var e,t,n,l=Math.min(o.length,u.length);return s!==he&&(e=o[0],t=o[l-1],e>t&&(n=e,e=t,t=n),s=function(n){return Math.max(e,Math.min(t,n))}),r=l>2?ye:ge,a=i=null,f}function f(t){return null==t||isNaN(t=+t)?n:(a||(a=r(o.map(e),u,l)))(e(s(t)))}return f.invert=function(n){return s(t((i||(i=r(u,o.map(e),ae)))(n)))},f.domain=function(e){return arguments.length?(o=Array.from(e,pe),c()):o.slice()},f.range=function(e){return arguments.length?(u=Array.from(e),c()):u.slice()},f.rangeRound=function(e){return u=Array.from(e),l=fe,c()},f.clamp=function(e){return arguments.length?(s=!!e||he,c()):s!==he},f.interpolate=function(e){return arguments.length?(l=e,c()):l},f.unknown=function(e){return arguments.length?(n=e,f):n},function(n,r){return e=n,t=r,c()}}()(he,he)}function _e(e,t){switch(arguments.length){case 0:break;case 1:this.range(e);break;default:this.range(t).domain(e)}return this}var we,xe=/^(?:(.)?([<>=^]))?([+\\-( ])?([$#])?(0)?(\\d+)?(,)?(\\.\\d+)?(~)?([a-z%])?$/i;function ke(e){if(!(t=xe.exec(e)))throw new Error(\"invalid format: \"+e);var t;return new Se({fill:t[1],align:t[2],sign:t[3],symbol:t[4],zero:t[5],width:t[6],comma:t[7],precision:t[8]&&t[8].slice(1),trim:t[9],type:t[10]})}function Se(e){this.fill=void 0===e.fill?\" \":e.fill+\"\",this.align=void 0===e.align?\">\":e.align+\"\",this.sign=void 0===e.sign?\"-\":e.sign+\"\",this.symbol=void 0===e.symbol?\"\":e.symbol+\"\",this.zero=!!e.zero,this.width=void 0===e.width?void 0:+e.width,this.comma=!!e.comma,this.precision=void 0===e.precision?void 0:+e.precision,this.trim=!!e.trim,this.type=void 0===e.type?\"\":e.type+\"\"}function Ee(e,t){if((n=(e=t?e.toExponential(t-1):e.toExponential()).indexOf(\"e\"))<0)return null;var n,r=e.slice(0,n);return[r.length>1?r[0]+r.slice(2):r,+e.slice(n+1)]}function Ce(e){return(e=Ee(Math.abs(e)))?e[1]:NaN}function Te(e,t){var n=Ee(e,t);if(!n)return e+\"\";var r=n[0],a=n[1];return a<0?\"0.\"+new Array(-a).join(\"0\")+r:r.length>a+1?r.slice(0,a+1)+\".\"+r.slice(a+1):r+new Array(a-r.length+2).join(\"0\")}ke.prototype=Se.prototype,Se.prototype.toString=function(){return this.fill+this.align+this.sign+this.symbol+(this.zero?\"0\":\"\")+(void 0===this.width?\"\":Math.max(1,0|this.width))+(this.comma?\",\":\"\")+(void 0===this.precision?\"\":\".\"+Math.max(0,0|this.precision))+(this.trim?\"~\":\"\")+this.type};const Me={\"%\":(e,t)=>(100*e).toFixed(t),b:e=>Math.round(e).toString(2),c:e=>e+\"\",d:function(e){return Math.abs(e=Math.round(e))>=1e21?e.toLocaleString(\"en\").replace(/,/g,\"\"):e.toString(10)},e:(e,t)=>e.toExponential(t),f:(e,t)=>e.toFixed(t),g:(e,t)=>e.toPrecision(t),o:e=>Math.round(e).toString(8),p:(e,t)=>Te(100*e,t),r:Te,s:function(e,t){var n=Ee(e,t);if(!n)return e+\"\";var r=n[0],a=n[1],i=a-(we=3*Math.max(-8,Math.min(8,Math.floor(a/3))))+1,o=r.length;return i===o?r:i>o?r+new Array(i-o+1).join(\"0\"):i>0?r.slice(0,i)+\".\"+r.slice(i):\"0.\"+new Array(1-i).join(\"0\")+Ee(e,Math.max(0,t+i-1))[0]},X:e=>Math.round(e).toString(16).toUpperCase(),x:e=>Math.round(e).toString(16)};function Ne(e){return e}var Pe,ze,Le,Oe=Array.prototype.map,Ae=[\"y\",\"z\",\"a\",\"f\",\"p\",\"n\",\"µ\",\"m\",\"\",\"k\",\"M\",\"G\",\"T\",\"P\",\"E\",\"Z\",\"Y\"];function Fe(e){var t=e.domain;return e.ticks=function(e){var n=t();return function(e,t,n){if(!((n=+n)>0))return[];if((e=+e)==(t=+t))return[e];const r=t<e,[a,i,u]=r?o(t,e,n):o(e,t,n);if(!(i>=a))return[];const l=i-a+1,s=new Array(l);if(r)if(u<0)for(let e=0;e<l;++e)s[e]=(i-e)/-u;else for(let e=0;e<l;++e)s[e]=(i-e)*u;else if(u<0)for(let e=0;e<l;++e)s[e]=(a+e)/-u;else for(let e=0;e<l;++e)s[e]=(a+e)*u;return s}(n[0],n[n.length-1],null==e?10:e)},e.tickFormat=function(e,n){var r=t();return function(e,t,n,r){var a,i=l(e,t,n);switch((r=ke(null==r?\",f\":r)).type){case\"s\":var o=Math.max(Math.abs(e),Math.abs(t));return null!=r.precision||isNaN(a=function(e,t){return Math.max(0,3*Math.max(-8,Math.min(8,Math.floor(Ce(t)/3)))-Ce(Math.abs(e)))}(i,o))||(r.precision=a),Le(r,o);case\"\":case\"e\":case\"g\":case\"p\":case\"r\":null!=r.precision||isNaN(a=function(e,t){return e=Math.abs(e),t=Math.abs(t)-e,Math.max(0,Ce(t)-Ce(e))+1}(i,Math.max(Math.abs(e),Math.abs(t))))||(r.precision=a-(\"e\"===r.type));break;case\"f\":case\"%\":null!=r.precision||isNaN(a=function(e){return Math.max(0,-Ce(Math.abs(e)))}(i))||(r.precision=a-2*(\"%\"===r.type))}return ze(r)}(r[0],r[r.length-1],null==e?10:e,n)},e.nice=function(n){null==n&&(n=10);var r,a,i=t(),o=0,l=i.length-1,s=i[o],c=i[l],f=10;for(c<s&&(a=s,s=c,c=a,a=o,o=l,l=a);f-- >0;){if((a=u(s,c,n))===r)return i[o]=s,i[l]=c,t(i);if(a>0)s=Math.floor(s/a)*a,c=Math.ceil(c/a)*a;else{if(!(a<0))break;s=Math.ceil(s*a)/a,c=Math.floor(c*a)/a}r=a}return e},e}function De(){var e=be();return e.copy=function(){return me(e,De())},_e.apply(e,arguments),Fe(e)}Pe=function(e){var t,n,r=void 0===e.grouping||void 0===e.thousands?Ne:(t=Oe.call(e.grouping,Number),n=e.thousands+\"\",function(e,r){for(var a=e.length,i=[],o=0,u=t[0],l=0;a>0&&u>0&&(l+u+1>r&&(u=Math.max(1,r-l)),i.push(e.substring(a-=u,a+u)),!((l+=u+1)>r));)u=t[o=(o+1)%t.length];return i.reverse().join(n)}),a=void 0===e.currency?\"\":e.currency[0]+\"\",i=void 0===e.currency?\"\":e.currency[1]+\"\",o=void 0===e.decimal?\".\":e.decimal+\"\",u=void 0===e.numerals?Ne:function(e){return function(t){return t.replace(/[0-9]/g,(function(t){return e[+t]}))}}(Oe.call(e.numerals,String)),l=void 0===e.percent?\"%\":e.percent+\"\",s=void 0===e.minus?\"−\":e.minus+\"\",c=void 0===e.nan?\"NaN\":e.nan+\"\";function f(e){var t=(e=ke(e)).fill,n=e.align,f=e.sign,p=e.symbol,d=e.zero,h=e.width,v=e.comma,g=e.precision,y=e.trim,m=e.type;\"n\"===m?(v=!0,m=\"g\"):Me[m]||(void 0===g&&(g=12),y=!0,m=\"g\"),(d||\"0\"===t&&\"=\"===n)&&(d=!0,t=\"0\",n=\"=\");var b=\"$\"===p?a:\"#\"===p&&/[boxX]/.test(m)?\"0\"+m.toLowerCase():\"\",_=\"$\"===p?i:/[%p]/.test(m)?l:\"\",w=Me[m],x=/[defgprs%]/.test(m);function k(e){var a,i,l,p=b,k=_;if(\"c\"===m)k=w(e)+k,e=\"\";else{var S=(e=+e)<0||1/e<0;if(e=isNaN(e)?c:w(Math.abs(e),g),y&&(e=function(e){e:for(var t,n=e.length,r=1,a=-1;r<n;++r)switch(e[r]){case\".\":a=t=r;break;case\"0\":0===a&&(a=r),t=r;break;default:if(!+e[r])break e;a>0&&(a=0)}return a>0?e.slice(0,a)+e.slice(t+1):e}(e)),S&&0==+e&&\"+\"!==f&&(S=!1),p=(S?\"(\"===f?f:s:\"-\"===f||\"(\"===f?\"\":f)+p,k=(\"s\"===m?Ae[8+we/3]:\"\")+k+(S&&\"(\"===f?\")\":\"\"),x)for(a=-1,i=e.length;++a<i;)if(48>(l=e.charCodeAt(a))||l>57){k=(46===l?o+e.slice(a+1):e.slice(a))+k,e=e.slice(0,a);break}}v&&!d&&(e=r(e,1/0));var E=p.length+e.length+k.length,C=E<h?new Array(h-E+1).join(t):\"\";switch(v&&d&&(e=r(C+e,C.length?h-k.length:1/0),C=\"\"),n){case\"<\":e=p+e+k+C;break;case\"=\":e=p+C+e+k;break;case\"^\":e=C.slice(0,E=C.length>>1)+p+e+k+C.slice(E);break;default:e=C+p+e+k}return u(e)}return g=void 0===g?6:/[gprs]/.test(m)?Math.max(1,Math.min(21,g)):Math.max(0,Math.min(20,g)),k.toString=function(){return e+\"\"},k}return{format:f,formatPrefix:function(e,t){var n=f(((e=ke(e)).type=\"f\",e)),r=3*Math.max(-8,Math.min(8,Math.floor(Ce(t)/3))),a=Math.pow(10,-r),i=Ae[8+r/3];return function(e){return n(a*e)+i}}}}({thousands:\",\",grouping:[3],currency:[\"$\",\"\"]}),ze=Pe.format,Le=Pe.formatPrefix;var Re=n(486);const je={colors:{RdBu:[\"rgb(255, 13, 87)\",\"rgb(30, 136, 229)\"],GnPR:[\"rgb(24, 196, 93)\",\"rgb(124, 82, 255)\"],CyPU:[\"#0099C6\",\"#990099\"],PkYg:[\"#DD4477\",\"#66AA00\"],DrDb:[\"#B82E2E\",\"#316395\"],LpLb:[\"#994499\",\"#22AA99\"],YlDp:[\"#AAAA11\",\"#6633CC\"],OrId:[\"#E67300\",\"#3E0099\"]},gray:\"#777\"};function Ue(e){return Ue=\"function\"==typeof Symbol&&\"symbol\"==typeof Symbol.iterator?function(e){return typeof e}:function(e){return e&&\"function\"==typeof Symbol&&e.constructor===Symbol&&e!==Symbol.prototype?\"symbol\":typeof e},Ue(e)}function Ie(e,t){for(var n=0;n<t.length;n++){var r=t[n];r.enumerable=r.enumerable||!1,r.configurable=!0,\"value\"in r&&(r.writable=!0),Object.defineProperty(e,(void 0,a=function(e,t){if(\"object\"!==Ue(e)||null===e)return e;var n=e[Symbol.toPrimitive];if(void 0!==n){var r=n.call(e,\"string\");if(\"object\"!==Ue(r))return r;throw new TypeError(\"@@toPrimitive must return a primitive value.\")}return String(e)}(r.key),\"symbol\"===Ue(a)?a:String(a)),r)}var a}function $e(e,t){return $e=Object.setPrototypeOf?Object.setPrototypeOf.bind():function(e,t){return e.__proto__=t,e},$e(e,t)}function Be(e){if(void 0===e)throw new ReferenceError(\"this hasn't been initialised - super() hasn't been called\");return e}function We(e){return We=Object.setPrototypeOf?Object.getPrototypeOf.bind():function(e){return e.__proto__||Object.getPrototypeOf(e)},We(e)}var Ve=function(t){!function(e,t){if(\"function\"!=typeof t&&null!==t)throw new TypeError(\"Super expression must either be null or a function\");e.prototype=Object.create(t&&t.prototype,{constructor:{value:e,writable:!0,configurable:!0}}),Object.defineProperty(e,\"prototype\",{writable:!1}),t&&$e(e,t)}(u,t);var n,r,a,i,o=(a=u,i=function(){if(\"undefined\"==typeof Reflect||!Reflect.construct)return!1;if(Reflect.construct.sham)return!1;if(\"function\"==typeof Proxy)return!0;try{return Boolean.prototype.valueOf.call(Reflect.construct(Boolean,[],(function(){}))),!0}catch(e){return!1}}(),function(){var e,t=We(a);if(i){var n=We(this).constructor;e=Reflect.construct(t,arguments,n)}else e=t.apply(this,arguments);return function(e,t){if(t&&(\"object\"===Ue(t)||\"function\"==typeof t))return t;if(void 0!==t)throw new TypeError(\"Derived constructors may only return object or undefined\");return Be(e)}(this,e)});function u(){var e;return function(e,t){if(!(e instanceof t))throw new TypeError(\"Cannot call a class as a function\")}(this,u),(e=o.call(this)).width=100,window.lastSimpleListInstance=Be(e),e.effectFormat=ze(\".2\"),e}return n=u,(r=[{key:\"render\",value:function(){var t=this,n=void 0;\"string\"==typeof this.props.plot_cmap?this.props.plot_cmap in je.colors?n=je.colors[this.props.plot_cmap]:(console.log(\"Invalid color map name, reverting to default.\"),n=je.colors.RdBu):Array.isArray(this.props.plot_cmap)&&(n=this.props.plot_cmap),console.log(this.props.features,this.props.features),this.scale=De().domain([0,(0,Re.max)((0,Re.map)(this.props.features,(function(e){return Math.abs(e.effect)})))]).range([0,this.width]);var r=(0,Re.reverse)((0,Re.sortBy)(Object.keys(this.props.features),(function(e){return Math.abs(t.props.features[e].effect)}))).map((function(r){var a,i,o=t.props.features[r],u=t.props.featureNames[r],l={width:t.scale(Math.abs(o.effect)),height:\"20px\",background:o.effect<0?n[0]:n[1],display:\"inline-block\"},s={lineHeight:\"20px\",display:\"inline-block\",width:t.width+40,verticalAlign:\"top\",marginRight:\"5px\",textAlign:\"right\"},c={lineHeight:\"20px\",display:\"inline-block\",width:t.width+40,verticalAlign:\"top\",marginLeft:\"5px\"};return o.effect<0?(i=e.createElement(\"span\",{style:c},u),s.width=40+t.width-t.scale(Math.abs(o.effect)),s.textAlign=\"right\",s.color=\"#999\",s.fontSize=\"13px\",a=e.createElement(\"span\",{style:s},t.effectFormat(o.effect))):(s.textAlign=\"right\",a=e.createElement(\"span\",{style:s},u),c.width=40,c.textAlign=\"left\",c.color=\"#999\",c.fontSize=\"13px\",i=e.createElement(\"span\",{style:c},t.effectFormat(o.effect))),e.createElement(\"div\",{key:r,style:{marginTop:\"2px\"}},a,e.createElement(\"div\",{style:l}),i)}));return e.createElement(\"span\",null,r)}}])&&Ie(n.prototype,r),Object.defineProperty(n,\"prototype\",{writable:!1}),u}(e.Component);Ve.defaultProps={plot_cmap:\"RdBu\"};const He=Ve;function qe(){}function Qe(e){return null==e?qe:function(){return this.querySelector(e)}}function Ye(){return[]}function Ge(e){return function(t){return t.matches(e)}}var Ke=Array.prototype.find;function Ze(){return this.firstElementChild}var Xe=Array.prototype.filter;function Je(){return Array.from(this.children)}function et(e){return new Array(e.length)}function tt(e,t){this.ownerDocument=e.ownerDocument,this.namespaceURI=e.namespaceURI,this._next=null,this._parent=e,this.__data__=t}function nt(e,t,n,r,a,i){for(var o,u=0,l=t.length,s=i.length;u<s;++u)(o=t[u])?(o.__data__=i[u],r[u]=o):n[u]=new tt(e,i[u]);for(;u<l;++u)(o=t[u])&&(a[u]=o)}function rt(e,t,n,r,a,i,o){var u,l,s,c=new Map,f=t.length,p=i.length,d=new Array(f);for(u=0;u<f;++u)(l=t[u])&&(d[u]=s=o.call(l,l.__data__,u,t)+\"\",c.has(s)?a[u]=l:c.set(s,l));for(u=0;u<p;++u)s=o.call(e,i[u],u,i)+\"\",(l=c.get(s))?(r[u]=l,l.__data__=i[u],c.delete(s)):n[u]=new tt(e,i[u]);for(u=0;u<f;++u)(l=t[u])&&c.get(d[u])===l&&(a[u]=l)}function at(e){return e.__data__}function it(e){return\"object\"==typeof e&&\"length\"in e?e:Array.from(e)}function ot(e,t){return e<t?-1:e>t?1:e>=t?0:NaN}tt.prototype={constructor:tt,appendChild:function(e){return this._parent.insertBefore(e,this._next)},insertBefore:function(e,t){return this._parent.insertBefore(e,t)},querySelector:function(e){return this._parent.querySelector(e)},querySelectorAll:function(e){return this._parent.querySelectorAll(e)}};var ut=\"http://www.w3.org/1999/xhtml\";const lt={svg:\"http://www.w3.org/2000/svg\",xhtml:ut,xlink:\"http://www.w3.org/1999/xlink\",xml:\"http://www.w3.org/XML/1998/namespace\",xmlns:\"http://www.w3.org/2000/xmlns/\"};function st(e){var t=e+=\"\",n=t.indexOf(\":\");return n>=0&&\"xmlns\"!==(t=e.slice(0,n))&&(e=e.slice(n+1)),lt.hasOwnProperty(t)?{space:lt[t],local:e}:e}function ct(e){return function(){this.removeAttribute(e)}}function ft(e){return function(){this.removeAttributeNS(e.space,e.local)}}function pt(e,t){return function(){this.setAttribute(e,t)}}function dt(e,t){return function(){this.setAttributeNS(e.space,e.local,t)}}function ht(e,t){return function(){var n=t.apply(this,arguments);null==n?this.removeAttribute(e):this.setAttribute(e,n)}}function vt(e,t){return function(){var n=t.apply(this,arguments);null==n?this.removeAttributeNS(e.space,e.local):this.setAttributeNS(e.space,e.local,n)}}function gt(e){return e.ownerDocument&&e.ownerDocument.defaultView||e.document&&e||e.defaultView}function yt(e){return function(){this.style.removeProperty(e)}}function mt(e,t,n){return function(){this.style.setProperty(e,t,n)}}function bt(e,t,n){return function(){var r=t.apply(this,arguments);null==r?this.style.removeProperty(e):this.style.setProperty(e,r,n)}}function _t(e){return function(){delete this[e]}}function wt(e,t){return function(){this[e]=t}}function xt(e,t){return function(){var n=t.apply(this,arguments);null==n?delete this[e]:this[e]=n}}function kt(e){return e.trim().split(/^|\\s+/)}function St(e){return e.classList||new Et(e)}function Et(e){this._node=e,this._names=kt(e.getAttribute(\"class\")||\"\")}function Ct(e,t){for(var n=St(e),r=-1,a=t.length;++r<a;)n.add(t[r])}function Tt(e,t){for(var n=St(e),r=-1,a=t.length;++r<a;)n.remove(t[r])}function Mt(e){return function(){Ct(this,e)}}function Nt(e){return function(){Tt(this,e)}}function Pt(e,t){return function(){(t.apply(this,arguments)?Ct:Tt)(this,e)}}function zt(){this.textContent=\"\"}function Lt(e){return function(){this.textContent=e}}function Ot(e){return function(){var t=e.apply(this,arguments);this.textContent=null==t?\"\":t}}function At(){this.innerHTML=\"\"}function Ft(e){return function(){this.innerHTML=e}}function Dt(e){return function(){var t=e.apply(this,arguments);this.innerHTML=null==t?\"\":t}}function Rt(){this.nextSibling&&this.parentNode.appendChild(this)}function jt(){this.previousSibling&&this.parentNode.insertBefore(this,this.parentNode.firstChild)}function Ut(e){return function(){var t=this.ownerDocument,n=this.namespaceURI;return n===ut&&t.documentElement.namespaceURI===ut?t.createElement(e):t.createElementNS(n,e)}}function It(e){return function(){return this.ownerDocument.createElementNS(e.space,e.local)}}function $t(e){var t=st(e);return(t.local?It:Ut)(t)}function Bt(){return null}function Wt(){var e=this.parentNode;e&&e.removeChild(this)}function Vt(){var e=this.cloneNode(!1),t=this.parentNode;return t?t.insertBefore(e,this.nextSibling):e}function Ht(){var e=this.cloneNode(!0),t=this.parentNode;return t?t.insertBefore(e,this.nextSibling):e}function qt(e){return function(){var t=this.__on;if(t){for(var n,r=0,a=-1,i=t.length;r<i;++r)n=t[r],e.type&&n.type!==e.type||n.name!==e.name?t[++a]=n:this.removeEventListener(n.type,n.listener,n.options);++a?t.length=a:delete this.__on}}}function Qt(e,t,n){return function(){var r,a=this.__on,i=function(e){return function(t){e.call(this,t,this.__data__)}}(t);if(a)for(var o=0,u=a.length;o<u;++o)if((r=a[o]).type===e.type&&r.name===e.name)return this.removeEventListener(r.type,r.listener,r.options),this.addEventListener(r.type,r.listener=i,r.options=n),void(r.value=t);this.addEventListener(e.type,i,n),r={type:e.type,name:e.name,value:t,listener:i,options:n},a?a.push(r):this.__on=[r]}}function Yt(e,t,n){var r=gt(e),a=r.CustomEvent;\"function\"==typeof a?a=new a(t,n):(a=r.document.createEvent(\"Event\"),n?(a.initEvent(t,n.bubbles,n.cancelable),a.detail=n.detail):a.initEvent(t,!1,!1)),e.dispatchEvent(a)}function Gt(e,t){return function(){return Yt(this,e,t)}}function Kt(e,t){return function(){return Yt(this,e,t.apply(this,arguments))}}Et.prototype={add:function(e){this._names.indexOf(e)<0&&(this._names.push(e),this._node.setAttribute(\"class\",this._names.join(\" \")))},remove:function(e){var t=this._names.indexOf(e);t>=0&&(this._names.splice(t,1),this._node.setAttribute(\"class\",this._names.join(\" \")))},contains:function(e){return this._names.indexOf(e)>=0}};var Zt=[null];function Xt(e,t){this._groups=e,this._parents=t}function Jt(e){return\"string\"==typeof e?new Xt([[document.querySelector(e)]],[document.documentElement]):new Xt([[e]],Zt)}function en(e){return e}Xt.prototype=function(){return new Xt([[document.documentElement]],Zt)}.prototype={constructor:Xt,select:function(e){\"function\"!=typeof e&&(e=Qe(e));for(var t=this._groups,n=t.length,r=new Array(n),a=0;a<n;++a)for(var i,o,u=t[a],l=u.length,s=r[a]=new Array(l),c=0;c<l;++c)(i=u[c])&&(o=e.call(i,i.__data__,c,u))&&(\"__data__\"in i&&(o.__data__=i.__data__),s[c]=o);return new Xt(r,this._parents)},selectAll:function(e){e=\"function\"==typeof e?function(e){return function(){return null==(t=e.apply(this,arguments))?[]:Array.isArray(t)?t:Array.from(t);var t}}(e):function(e){return null==e?Ye:function(){return this.querySelectorAll(e)}}(e);for(var t=this._groups,n=t.length,r=[],a=[],i=0;i<n;++i)for(var o,u=t[i],l=u.length,s=0;s<l;++s)(o=u[s])&&(r.push(e.call(o,o.__data__,s,u)),a.push(o));return new Xt(r,a)},selectChild:function(e){return this.select(null==e?Ze:function(e){return function(){return Ke.call(this.children,e)}}(\"function\"==typeof e?e:Ge(e)))},selectChildren:function(e){return this.selectAll(null==e?Je:function(e){return function(){return Xe.call(this.children,e)}}(\"function\"==typeof e?e:Ge(e)))},filter:function(e){\"function\"!=typeof e&&(e=function(e){return function(){return this.matches(e)}}(e));for(var t=this._groups,n=t.length,r=new Array(n),a=0;a<n;++a)for(var i,o=t[a],u=o.length,l=r[a]=[],s=0;s<u;++s)(i=o[s])&&e.call(i,i.__data__,s,o)&&l.push(i);return new Xt(r,this._parents)},data:function(e,t){if(!arguments.length)return Array.from(this,at);var n,r=t?rt:nt,a=this._parents,i=this._groups;\"function\"!=typeof e&&(n=e,e=function(){return n});for(var o=i.length,u=new Array(o),l=new Array(o),s=new Array(o),c=0;c<o;++c){var f=a[c],p=i[c],d=p.length,h=it(e.call(f,f&&f.__data__,c,a)),v=h.length,g=l[c]=new Array(v),y=u[c]=new Array(v);r(f,p,g,y,s[c]=new Array(d),h,t);for(var m,b,_=0,w=0;_<v;++_)if(m=g[_]){for(_>=w&&(w=_+1);!(b=y[w])&&++w<v;);m._next=b||null}}return(u=new Xt(u,a))._enter=l,u._exit=s,u},enter:function(){return new Xt(this._enter||this._groups.map(et),this._parents)},exit:function(){return new Xt(this._exit||this._groups.map(et),this._parents)},join:function(e,t,n){var r=this.enter(),a=this,i=this.exit();return\"function\"==typeof e?(r=e(r))&&(r=r.selection()):r=r.append(e+\"\"),null!=t&&(a=t(a))&&(a=a.selection()),null==n?i.remove():n(i),r&&a?r.merge(a).order():a},merge:function(e){for(var t=e.selection?e.selection():e,n=this._groups,r=t._groups,a=n.length,i=r.length,o=Math.min(a,i),u=new Array(a),l=0;l<o;++l)for(var s,c=n[l],f=r[l],p=c.length,d=u[l]=new Array(p),h=0;h<p;++h)(s=c[h]||f[h])&&(d[h]=s);for(;l<a;++l)u[l]=n[l];return new Xt(u,this._parents)},selection:function(){return this},order:function(){for(var e=this._groups,t=-1,n=e.length;++t<n;)for(var r,a=e[t],i=a.length-1,o=a[i];--i>=0;)(r=a[i])&&(o&&4^r.compareDocumentPosition(o)&&o.parentNode.insertBefore(r,o),o=r);return this},sort:function(e){function t(t,n){return t&&n?e(t.__data__,n.__data__):!t-!n}e||(e=ot);for(var n=this._groups,r=n.length,a=new Array(r),i=0;i<r;++i){for(var o,u=n[i],l=u.length,s=a[i]=new Array(l),c=0;c<l;++c)(o=u[c])&&(s[c]=o);s.sort(t)}return new Xt(a,this._parents).order()},call:function(){var e=arguments[0];return arguments[0]=this,e.apply(null,arguments),this},nodes:function(){return Array.from(this)},node:function(){for(var e=this._groups,t=0,n=e.length;t<n;++t)for(var r=e[t],a=0,i=r.length;a<i;++a){var o=r[a];if(o)return o}return null},size:function(){let e=0;for(const t of this)++e;return e},empty:function(){return!this.node()},each:function(e){for(var t=this._groups,n=0,r=t.length;n<r;++n)for(var a,i=t[n],o=0,u=i.length;o<u;++o)(a=i[o])&&e.call(a,a.__data__,o,i);return this},attr:function(e,t){var n=st(e);if(arguments.length<2){var r=this.node();return n.local?r.getAttributeNS(n.space,n.local):r.getAttribute(n)}return this.each((null==t?n.local?ft:ct:\"function\"==typeof t?n.local?vt:ht:n.local?dt:pt)(n,t))},style:function(e,t,n){return arguments.length>1?this.each((null==t?yt:\"function\"==typeof t?bt:mt)(e,t,null==n?\"\":n)):function(e,t){return e.style.getPropertyValue(t)||gt(e).getComputedStyle(e,null).getPropertyValue(t)}(this.node(),e)},property:function(e,t){return arguments.length>1?this.each((null==t?_t:\"function\"==typeof t?xt:wt)(e,t)):this.node()[e]},classed:function(e,t){var n=kt(e+\"\");if(arguments.length<2){for(var r=St(this.node()),a=-1,i=n.length;++a<i;)if(!r.contains(n[a]))return!1;return!0}return this.each((\"function\"==typeof t?Pt:t?Mt:Nt)(n,t))},text:function(e){return arguments.length?this.each(null==e?zt:(\"function\"==typeof e?Ot:Lt)(e)):this.node().textContent},html:function(e){return arguments.length?this.each(null==e?At:(\"function\"==typeof e?Dt:Ft)(e)):this.node().innerHTML},raise:function(){return this.each(Rt)},lower:function(){return this.each(jt)},append:function(e){var t=\"function\"==typeof e?e:$t(e);return this.select((function(){return this.appendChild(t.apply(this,arguments))}))},insert:function(e,t){var n=\"function\"==typeof e?e:$t(e),r=null==t?Bt:\"function\"==typeof t?t:Qe(t);return this.select((function(){return this.insertBefore(n.apply(this,arguments),r.apply(this,arguments)||null)}))},remove:function(){return this.each(Wt)},clone:function(e){return this.select(e?Ht:Vt)},datum:function(e){return arguments.length?this.property(\"__data__\",e):this.node().__data__},on:function(e,t,n){var r,a,i=function(e){return e.trim().split(/^|\\s+/).map((function(e){var t=\"\",n=e.indexOf(\".\");return n>=0&&(t=e.slice(n+1),e=e.slice(0,n)),{type:e,name:t}}))}(e+\"\"),o=i.length;if(!(arguments.length<2)){for(u=t?Qt:qt,r=0;r<o;++r)this.each(u(i[r],t,n));return this}var u=this.node().__on;if(u)for(var l,s=0,c=u.length;s<c;++s)for(r=0,l=u[s];r<o;++r)if((a=i[r]).type===l.type&&a.name===l.name)return l.value},dispatch:function(e,t){return this.each((\"function\"==typeof t?Kt:Gt)(e,t))},[Symbol.iterator]:function*(){for(var e=this._groups,t=0,n=e.length;t<n;++t)for(var r,a=e[t],i=0,o=a.length;i<o;++i)(r=a[i])&&(yield r)}};var tn=1,nn=2,rn=3,an=4,on=1e-6;function un(e){return\"translate(\"+e+\",0)\"}function ln(e){return\"translate(0,\"+e+\")\"}function sn(e){return t=>+e(t)}function cn(e,t){return t=Math.max(0,e.bandwidth()-2*t)/2,e.round()&&(t=Math.round(t)),n=>+e(n)+t}function fn(){return!this.__axis}function pn(e,t){var n=[],r=null,a=null,i=6,o=6,u=3,l=\"undefined\"!=typeof window&&window.devicePixelRatio>1?0:.5,s=e===tn||e===an?-1:1,c=e===an||e===nn?\"x\":\"y\",f=e===tn||e===rn?un:ln;function p(p){var d=null==r?t.ticks?t.ticks.apply(t,n):t.domain():r,h=null==a?t.tickFormat?t.tickFormat.apply(t,n):en:a,v=Math.max(i,0)+u,g=t.range(),y=+g[0]+l,m=+g[g.length-1]+l,b=(t.bandwidth?cn:sn)(t.copy(),l),_=p.selection?p.selection():p,w=_.selectAll(\".domain\").data([null]),x=_.selectAll(\".tick\").data(d,t).order(),k=x.exit(),S=x.enter().append(\"g\").attr(\"class\",\"tick\"),E=x.select(\"line\"),C=x.select(\"text\");w=w.merge(w.enter().insert(\"path\",\".tick\").attr(\"class\",\"domain\").attr(\"stroke\",\"currentColor\")),x=x.merge(S),E=E.merge(S.append(\"line\").attr(\"stroke\",\"currentColor\").attr(c+\"2\",s*i)),C=C.merge(S.append(\"text\").attr(\"fill\",\"currentColor\").attr(c,s*v).attr(\"dy\",e===tn?\"0em\":e===rn?\"0.71em\":\"0.32em\")),p!==_&&(w=w.transition(p),x=x.transition(p),E=E.transition(p),C=C.transition(p),k=k.transition(p).attr(\"opacity\",on).attr(\"transform\",(function(e){return isFinite(e=b(e))?f(e+l):this.getAttribute(\"transform\")})),S.attr(\"opacity\",on).attr(\"transform\",(function(e){var t=this.parentNode.__axis;return f((t&&isFinite(t=t(e))?t:b(e))+l)}))),k.remove(),w.attr(\"d\",e===an||e===nn?o?\"M\"+s*o+\",\"+y+\"H\"+l+\"V\"+m+\"H\"+s*o:\"M\"+l+\",\"+y+\"V\"+m:o?\"M\"+y+\",\"+s*o+\"V\"+l+\"H\"+m+\"V\"+s*o:\"M\"+y+\",\"+l+\"H\"+m),x.attr(\"opacity\",1).attr(\"transform\",(function(e){return f(b(e)+l)})),E.attr(c+\"2\",s*i),C.attr(c,s*v).text(h),_.filter(fn).attr(\"fill\",\"none\").attr(\"font-size\",10).attr(\"font-family\",\"sans-serif\").attr(\"text-anchor\",e===nn?\"start\":e===an?\"end\":\"middle\"),_.each((function(){this.__axis=b}))}return p.scale=function(e){return arguments.length?(t=e,p):t},p.ticks=function(){return n=Array.from(arguments),p},p.tickArguments=function(e){return arguments.length?(n=null==e?[]:Array.from(e),p):n.slice()},p.tickValues=function(e){return arguments.length?(r=null==e?null:Array.from(e),p):r&&r.slice()},p.tickFormat=function(e){return arguments.length?(a=e,p):a},p.tickSize=function(e){return arguments.length?(i=o=+e,p):i},p.tickSizeInner=function(e){return arguments.length?(i=+e,p):i},p.tickSizeOuter=function(e){return arguments.length?(o=+e,p):o},p.tickPadding=function(e){return arguments.length?(u=+e,p):u},p.offset=function(e){return arguments.length?(l=+e,p):l},p}function dn(e){return pn(rn,e)}function hn(e){return function(){return e}}function vn(e){this._context=e}function gn(e){return new vn(e)}Array.prototype.slice,vn.prototype={areaStart:function(){this._line=0},areaEnd:function(){this._line=NaN},lineStart:function(){this._point=0},lineEnd:function(){(this._line||0!==this._line&&1===this._point)&&this._context.closePath(),this._line=1-this._line},point:function(e,t){switch(e=+e,t=+t,this._point){case 0:this._point=1,this._line?this._context.lineTo(e,t):this._context.moveTo(e,t);break;case 1:this._point=2;default:this._context.lineTo(e,t)}}};const yn=Math.PI,mn=2*yn,bn=1e-6,_n=mn-bn;function wn(e){this._+=e[0];for(let t=1,n=e.length;t<n;++t)this._+=arguments[t]+e[t]}class xn{constructor(e){this._x0=this._y0=this._x1=this._y1=null,this._=\"\",this._append=null==e?wn:function(e){let t=Math.floor(e);if(!(t>=0))throw new Error(`invalid digits: ${e}`);if(t>15)return wn;const n=10**t;return function(e){this._+=e[0];for(let t=1,r=e.length;t<r;++t)this._+=Math.round(arguments[t]*n)/n+e[t]}}(e)}moveTo(e,t){this._append`M${this._x0=this._x1=+e},${this._y0=this._y1=+t}`}closePath(){null!==this._x1&&(this._x1=this._x0,this._y1=this._y0,this._append`Z`)}lineTo(e,t){this._append`L${this._x1=+e},${this._y1=+t}`}quadraticCurveTo(e,t,n,r){this._append`Q${+e},${+t},${this._x1=+n},${this._y1=+r}`}bezierCurveTo(e,t,n,r,a,i){this._append`C${+e},${+t},${+n},${+r},${this._x1=+a},${this._y1=+i}`}arcTo(e,t,n,r,a){if(e=+e,t=+t,n=+n,r=+r,(a=+a)<0)throw new Error(`negative radius: ${a}`);let i=this._x1,o=this._y1,u=n-e,l=r-t,s=i-e,c=o-t,f=s*s+c*c;if(null===this._x1)this._append`M${this._x1=e},${this._y1=t}`;else if(f>bn)if(Math.abs(c*u-l*s)>bn&&a){let p=n-i,d=r-o,h=u*u+l*l,v=p*p+d*d,g=Math.sqrt(h),y=Math.sqrt(f),m=a*Math.tan((yn-Math.acos((h+f-v)/(2*g*y)))/2),b=m/y,_=m/g;Math.abs(b-1)>bn&&this._append`L${e+b*s},${t+b*c}`,this._append`A${a},${a},0,0,${+(c*p>s*d)},${this._x1=e+_*u},${this._y1=t+_*l}`}else this._append`L${this._x1=e},${this._y1=t}`}arc(e,t,n,r,a,i){if(e=+e,t=+t,i=!!i,(n=+n)<0)throw new Error(`negative radius: ${n}`);let o=n*Math.cos(r),u=n*Math.sin(r),l=e+o,s=t+u,c=1^i,f=i?r-a:a-r;null===this._x1?this._append`M${l},${s}`:(Math.abs(this._x1-l)>bn||Math.abs(this._y1-s)>bn)&&this._append`L${l},${s}`,n&&(f<0&&(f=f%mn+mn),f>_n?this._append`A${n},${n},0,1,${c},${e-o},${t-u}A${n},${n},0,1,${c},${this._x1=l},${this._y1=s}`:f>bn&&this._append`A${n},${n},0,${+(f>=yn)},${c},${this._x1=e+n*Math.cos(a)},${this._y1=t+n*Math.sin(a)}`)}rect(e,t,n,r){this._append`M${this._x0=this._x1=+e},${this._y0=this._y1=+t}h${n=+n}v${+r}h${-n}Z`}toString(){return this._}}function kn(e){return e[0]}function Sn(e){return e[1]}function En(e,t){var n=hn(!0),r=null,a=gn,i=null,o=function(e){let t=3;return e.digits=function(n){if(!arguments.length)return t;if(null==n)t=null;else{const e=Math.floor(n);if(!(e>=0))throw new RangeError(`invalid digits: ${n}`);t=e}return e},()=>new xn(t)}(u);function u(u){var l,s,c,f=(u=function(e){return\"object\"==typeof e&&\"length\"in e?e:Array.from(e)}(u)).length,p=!1;for(null==r&&(i=a(c=o())),l=0;l<=f;++l)!(l<f&&n(s=u[l],l,u))===p&&((p=!p)?i.lineStart():i.lineEnd()),p&&i.point(+e(s,l,u),+t(s,l,u));if(c)return i=null,c+\"\"||null}return e=\"function\"==typeof e?e:void 0===e?kn:hn(e),t=\"function\"==typeof t?t:void 0===t?Sn:hn(t),u.x=function(t){return arguments.length?(e=\"function\"==typeof t?t:hn(+t),u):e},u.y=function(e){return arguments.length?(t=\"function\"==typeof e?e:hn(+e),u):t},u.defined=function(e){return arguments.length?(n=\"function\"==typeof e?e:hn(!!e),u):n},u.curve=function(e){return arguments.length?(a=e,null!=r&&(i=a(r)),u):a},u.context=function(e){return arguments.length?(null==e?r=i=null:i=a(r=e),u):r},u}function Cn(e){return Cn=\"function\"==typeof Symbol&&\"symbol\"==typeof Symbol.iterator?function(e){return typeof e}:function(e){return e&&\"function\"==typeof Symbol&&e.constructor===Symbol&&e!==Symbol.prototype?\"symbol\":typeof e},Cn(e)}function Tn(e,t){for(var n=0;n<t.length;n++){var r=t[n];r.enumerable=r.enumerable||!1,r.configurable=!0,\"value\"in r&&(r.writable=!0),Object.defineProperty(e,(void 0,a=function(e,t){if(\"object\"!==Cn(e)||null===e)return e;var n=e[Symbol.toPrimitive];if(void 0!==n){var r=n.call(e,\"string\");if(\"object\"!==Cn(r))return r;throw new TypeError(\"@@toPrimitive must return a primitive value.\")}return String(e)}(r.key),\"symbol\"===Cn(a)?a:String(a)),r)}var a}function Mn(e,t){return Mn=Object.setPrototypeOf?Object.setPrototypeOf.bind():function(e,t){return e.__proto__=t,e},Mn(e,t)}function Nn(e){if(void 0===e)throw new ReferenceError(\"this hasn't been initialised - super() hasn't been called\");return e}function Pn(e){return Pn=Object.setPrototypeOf?Object.getPrototypeOf.bind():function(e){return e.__proto__||Object.getPrototypeOf(e)},Pn(e)}var zn=function(t){!function(e,t){if(\"function\"!=typeof t&&null!==t)throw new TypeError(\"Super expression must either be null or a function\");e.prototype=Object.create(t&&t.prototype,{constructor:{value:e,writable:!0,configurable:!0}}),Object.defineProperty(e,\"prototype\",{writable:!1}),t&&Mn(e,t)}(u,t);var n,r,a,i,o=(a=u,i=function(){if(\"undefined\"==typeof Reflect||!Reflect.construct)return!1;if(Reflect.construct.sham)return!1;if(\"function\"==typeof Proxy)return!0;try{return Boolean.prototype.valueOf.call(Reflect.construct(Boolean,[],(function(){}))),!0}catch(e){return!1}}(),function(){var e,t=Pn(a);if(i){var n=Pn(this).constructor;e=Reflect.construct(t,arguments,n)}else e=t.apply(this,arguments);return function(e,t){if(t&&(\"object\"===Cn(t)||\"function\"==typeof t))return t;if(void 0!==t)throw new TypeError(\"Derived constructors may only return object or undefined\");return Nn(e)}(this,e)});function u(){var e;return function(e,t){if(!(e instanceof t))throw new TypeError(\"Cannot call a class as a function\")}(this,u),e=o.call(this),window.lastAdditiveForceVisualizer=Nn(e),e.effectFormat=ze(\".2\"),e.redraw=(0,Re.debounce)((function(){return e.draw()}),200),e}return n=u,(r=[{key:\"componentDidMount\",value:function(){var e=this;this.mainGroup=this.svg.append(\"g\"),this.axisElement=this.mainGroup.append(\"g\").attr(\"transform\",\"translate(0,35)\").attr(\"class\",\"force-bar-axis\"),this.onTopGroup=this.svg.append(\"g\"),this.baseValueTitle=this.svg.append(\"text\"),this.joinPointLine=this.svg.append(\"line\"),this.joinPointLabelOutline=this.svg.append(\"text\"),this.joinPointLabel=this.svg.append(\"text\"),this.joinPointTitleLeft=this.svg.append(\"text\"),this.joinPointTitleLeftArrow=this.svg.append(\"text\"),this.joinPointTitle=this.svg.append(\"text\"),this.joinPointTitleRightArrow=this.svg.append(\"text\"),this.joinPointTitleRight=this.svg.append(\"text\"),this.hoverLabelBacking=this.svg.append(\"text\").attr(\"x\",10).attr(\"y\",20).attr(\"text-anchor\",\"middle\").attr(\"font-size\",12).attr(\"stroke\",\"#fff\").attr(\"fill\",\"#fff\").attr(\"stroke-width\",\"4\").attr(\"stroke-linejoin\",\"round\").text(\"\").on(\"mouseover\",(function(){e.hoverLabel.attr(\"opacity\",1),e.hoverLabelBacking.attr(\"opacity\",1)})).on(\"mouseout\",(function(){e.hoverLabel.attr(\"opacity\",0),e.hoverLabelBacking.attr(\"opacity\",0)})),this.hoverLabel=this.svg.append(\"text\").attr(\"x\",10).attr(\"y\",20).attr(\"text-anchor\",\"middle\").attr(\"font-size\",12).attr(\"fill\",\"#0f0\").text(\"\").on(\"mouseover\",(function(){e.hoverLabel.attr(\"opacity\",1),e.hoverLabelBacking.attr(\"opacity\",1)})).on(\"mouseout\",(function(){e.hoverLabel.attr(\"opacity\",0),e.hoverLabelBacking.attr(\"opacity\",0)}));var t=void 0;\"string\"==typeof this.props.plot_cmap?this.props.plot_cmap in je.colors?t=je.colors[this.props.plot_cmap]:(console.log(\"Invalid color map name, reverting to default.\"),t=je.colors.RdBu):Array.isArray(this.props.plot_cmap)&&(t=this.props.plot_cmap),this.colors=t.map((function(e){return q(e)})),this.brighterColors=[1.45,1.6].map((function(t,n){return e.colors[n].brighter(t)})),this.colors.map((function(t,n){var r=e.svg.append(\"linearGradient\").attr(\"id\",\"linear-grad-\"+n).attr(\"x1\",\"0%\").attr(\"y1\",\"0%\").attr(\"x2\",\"0%\").attr(\"y2\",\"100%\");r.append(\"stop\").attr(\"offset\",\"0%\").attr(\"stop-color\",t).attr(\"stop-opacity\",.6),r.append(\"stop\").attr(\"offset\",\"100%\").attr(\"stop-color\",t).attr(\"stop-opacity\",0);var a=e.svg.append(\"linearGradient\").attr(\"id\",\"linear-backgrad-\"+n).attr(\"x1\",\"0%\").attr(\"y1\",\"0%\").attr(\"x2\",\"0%\").attr(\"y2\",\"100%\");a.append(\"stop\").attr(\"offset\",\"0%\").attr(\"stop-color\",t).attr(\"stop-opacity\",.5),a.append(\"stop\").attr(\"offset\",\"100%\").attr(\"stop-color\",t).attr(\"stop-opacity\",0)})),this.tickFormat=ze(\",.4\"),this.scaleCentered=De(),this.axis=dn().scale(this.scaleCentered).tickSizeInner(4).tickSizeOuter(0).tickFormat((function(t){return e.tickFormat(e.invLinkFunction(t))})).tickPadding(-18),window.addEventListener(\"resize\",this.redraw),window.setTimeout(this.redraw,50)}},{key:\"componentDidUpdate\",value:function(){this.draw()}},{key:\"draw\",value:function(){var e=this;(0,Re.each)(this.props.featureNames,(function(t,n){e.props.features[n]&&(e.props.features[n].name=t)})),\"identity\"===this.props.link?this.invLinkFunction=function(t){return e.props.baseValue+t}:\"logit\"===this.props.link?this.invLinkFunction=function(t){return 1/(1+Math.exp(-(e.props.baseValue+t)))}:console.log(\"ERROR: Unrecognized link function: \",this.props.link);var t=this.svg.node().parentNode.offsetWidth;if(0==t)return setTimeout((function(){return e.draw(e.props)}),500);this.svg.style(\"height\",\"150px\"),this.svg.style(\"width\",t+\"px\");var n=(0,Re.sortBy)(this.props.features,(function(e){return-1/(e.effect+1e-10)})),r=(0,Re.sum)((0,Re.map)(n,(function(e){return Math.abs(e.effect)}))),a=(0,Re.sum)((0,Re.map)((0,Re.filter)(n,(function(e){return e.effect>0})),(function(e){return e.effect})))||0,i=(0,Re.sum)((0,Re.map)((0,Re.filter)(n,(function(e){return e.effect<0})),(function(e){return-e.effect})))||0;this.domainSize=3*Math.max(a,i);var o=De().domain([0,this.domainSize]).range([0,t]),u=t/2-o(i);this.scaleCentered.domain([-this.domainSize/2,this.domainSize/2]).range([0,t]).clamp(!0),this.axisElement.attr(\"transform\",\"translate(0,50)\").call(this.axis);var l,s,c,f=0;for(l=0;l<n.length;++l)n[l].x=f,n[l].effect<0&&void 0===s&&(s=f,c=l),f+=Math.abs(n[l].effect);void 0===s&&(s=f,c=l);var p=En().x((function(e){return e[0]})).y((function(e){return e[1]})),d=function(t){return void 0!==t.value&&null!==t.value&&\"\"!==t.value?t.name+\" = \"+(isNaN(t.value)?t.value:e.tickFormat(t.value)):t.name};n=this.props.hideBars?[]:n;var h=this.mainGroup.selectAll(\".force-bar-blocks\").data(n);h.enter().append(\"path\").attr(\"class\",\"force-bar-blocks\").merge(h).attr(\"d\",(function(e,t){var n=o(e.x)+u,r=o(Math.abs(e.effect)),a=e.effect<0?-4:4,i=a;return t===c&&(a=0),t===c-1&&(i=0),p([[n,56],[n+r,56],[n+r+i,64.5],[n+r,73],[n,73],[n+a,64.5]])})).attr(\"fill\",(function(t){return t.effect>0?e.colors[0]:e.colors[1]})).on(\"mouseover\",(function(t){if(o(Math.abs(t.effect))<o(r)/50||o(Math.abs(t.effect))<10){var n=o(t.x)+u,a=o(Math.abs(t.effect));e.hoverLabel.attr(\"opacity\",1).attr(\"x\",n+a/2).attr(\"y\",50.5).attr(\"fill\",t.effect>0?e.colors[0]:e.colors[1]).text(d(t)),e.hoverLabelBacking.attr(\"opacity\",1).attr(\"x\",n+a/2).attr(\"y\",50.5).text(d(t))}})).on(\"mouseout\",(function(){e.hoverLabel.attr(\"opacity\",0),e.hoverLabelBacking.attr(\"opacity\",0)})),h.exit().remove();var v=(0,Re.filter)(n,(function(e){return o(Math.abs(e.effect))>o(r)/50&&o(Math.abs(e.effect))>10})),g=this.onTopGroup.selectAll(\".force-bar-labels\").data(v);if(g.exit().remove(),g=g.enter().append(\"text\").attr(\"class\",\"force-bar-labels\").attr(\"font-size\",\"12px\").attr(\"y\",98).merge(g).text((function(t){return void 0!==t.value&&null!==t.value&&\"\"!==t.value?t.name+\" = \"+(isNaN(t.value)?t.value:e.tickFormat(t.value)):t.name})).attr(\"fill\",(function(t){return t.effect>0?e.colors[0]:e.colors[1]})).attr(\"stroke\",(function(e){return e.textWidth=Math.max(this.getComputedTextLength(),o(Math.abs(e.effect))-10),e.innerTextWidth=this.getComputedTextLength(),\"none\"})),this.filteredData=v,n.length>0){f=s+o.invert(5);for(var y=c;y<n.length;++y)n[y].textx=f,f+=o.invert(n[y].textWidth+10);f=s-o.invert(5);for(var m=c-1;m>=0;--m)n[m].textx=f,f-=o.invert(n[m].textWidth+10)}g.attr(\"x\",(function(e){return o(e.textx)+u+(e.effect>0?-e.textWidth/2:e.textWidth/2)})).attr(\"text-anchor\",\"middle\"),v=(0,Re.filter)(v,(function(n){return o(n.textx)+u>e.props.labelMargin&&o(n.textx)+u<t-e.props.labelMargin})),this.filteredData2=v;var b=v.slice(),_=(0,Re.findIndex)(n,v[0])-1;_>=0&&b.unshift(n[_]);var w=this.mainGroup.selectAll(\".force-bar-labelBacking\").data(v);w.enter().append(\"path\").attr(\"class\",\"force-bar-labelBacking\").attr(\"stroke\",\"none\").attr(\"opacity\",.2).merge(w).attr(\"d\",(function(e){return p([[o(e.x)+o(Math.abs(e.effect))+u,73],[(e.effect>0?o(e.textx):o(e.textx)+e.textWidth)+u+5,83],[(e.effect>0?o(e.textx):o(e.textx)+e.textWidth)+u+5,104],[(e.effect>0?o(e.textx)-e.textWidth:o(e.textx))+u-5,104],[(e.effect>0?o(e.textx)-e.textWidth:o(e.textx))+u-5,83],[o(e.x)+u,73]])})).attr(\"fill\",(function(e){return\"url(#linear-backgrad-\".concat(e.effect>0?0:1,\")\")})),w.exit().remove();var x=this.mainGroup.selectAll(\".force-bar-labelDividers\").data(v.slice(0,-1));x.enter().append(\"rect\").attr(\"class\",\"force-bar-labelDividers\").attr(\"height\",\"21px\").attr(\"width\",\"1px\").attr(\"y\",83).merge(x).attr(\"x\",(function(e){return(e.effect>0?o(e.textx):o(e.textx)+e.textWidth)+u+4.5})).attr(\"fill\",(function(e){return\"url(#linear-grad-\".concat(e.effect>0?0:1,\")\")})),x.exit().remove();var k=this.mainGroup.selectAll(\".force-bar-labelLinks\").data(v.slice(0,-1));k.enter().append(\"line\").attr(\"class\",\"force-bar-labelLinks\").attr(\"y1\",73).attr(\"y2\",83).attr(\"stroke-opacity\",.5).attr(\"stroke-width\",1).merge(k).attr(\"x1\",(function(e){return o(e.x)+o(Math.abs(e.effect))+u})).attr(\"x2\",(function(e){return(e.effect>0?o(e.textx):o(e.textx)+e.textWidth)+u+5})).attr(\"stroke\",(function(t){return t.effect>0?e.colors[0]:e.colors[1]})),k.exit().remove();var S=this.mainGroup.selectAll(\".force-bar-blockDividers\").data(n.slice(0,-1));S.enter().append(\"path\").attr(\"class\",\"force-bar-blockDividers\").attr(\"stroke-width\",2).attr(\"fill\",\"none\").merge(S).attr(\"d\",(function(e){var t=o(e.x)+o(Math.abs(e.effect))+u;return p([[t,56],[t+(e.effect<0?-4:4),64.5],[t,73]])})).attr(\"stroke\",(function(t,n){return c===n+1||Math.abs(t.effect)<1e-8?\"#rgba(0,0,0,0)\":t.effect>0?e.brighterColors[0]:e.brighterColors[1]})),S.exit().remove(),this.joinPointLine.attr(\"x1\",o(s)+u).attr(\"x2\",o(s)+u).attr(\"y1\",50).attr(\"y2\",56).attr(\"stroke\",\"#F2F2F2\").attr(\"stroke-width\",1).attr(\"opacity\",1),this.joinPointLabelOutline.attr(\"x\",o(s)+u).attr(\"y\",45).attr(\"color\",\"#fff\").attr(\"text-anchor\",\"middle\").attr(\"font-weight\",\"bold\").attr(\"stroke\",\"#fff\").attr(\"stroke-width\",6).text(ze(\",.2f\")(this.invLinkFunction(s-i))).attr(\"opacity\",1),console.log(\"joinPoint\",s,u,50,i),this.joinPointLabel.attr(\"x\",o(s)+u).attr(\"y\",45).attr(\"text-anchor\",\"middle\").attr(\"font-weight\",\"bold\").attr(\"fill\",\"#000\").text(ze(\",.2f\")(this.invLinkFunction(s-i))).attr(\"opacity\",1),this.joinPointTitle.attr(\"x\",o(s)+u).attr(\"y\",28).attr(\"text-anchor\",\"middle\").attr(\"font-size\",\"12\").attr(\"fill\",\"#000\").text(this.props.outNames[0]).attr(\"opacity\",.5),this.props.hideBars||(this.joinPointTitleLeft.attr(\"x\",o(s)+u-16).attr(\"y\",12).attr(\"text-anchor\",\"end\").attr(\"font-size\",\"13\").attr(\"fill\",this.colors[0]).text(\"higher\").attr(\"opacity\",1),this.joinPointTitleRight.attr(\"x\",o(s)+u+16).attr(\"y\",12).attr(\"text-anchor\",\"start\").attr(\"font-size\",\"13\").attr(\"fill\",this.colors[1]).text(\"lower\").attr(\"opacity\",1),this.joinPointTitleLeftArrow.attr(\"x\",o(s)+u+7).attr(\"y\",8).attr(\"text-anchor\",\"end\").attr(\"font-size\",\"13\").attr(\"fill\",this.colors[0]).text(\"→\").attr(\"opacity\",1),this.joinPointTitleRightArrow.attr(\"x\",o(s)+u-7).attr(\"y\",14).attr(\"text-anchor\",\"start\").attr(\"font-size\",\"13\").attr(\"fill\",this.colors[1]).text(\"←\").attr(\"opacity\",1)),this.props.hideBaseValueLabel||this.baseValueTitle.attr(\"x\",this.scaleCentered(0)).attr(\"y\",28).attr(\"text-anchor\",\"middle\").attr(\"font-size\",\"12\").attr(\"fill\",\"#000\").text(\"base value\").attr(\"opacity\",.5)}},{key:\"componentWillUnmount\",value:function(){window.removeEventListener(\"resize\",this.redraw)}},{key:\"render\",value:function(){var t=this;return e.createElement(\"svg\",{ref:function(e){return t.svg=Jt(e)},style:{userSelect:\"none\",display:\"block\",fontFamily:\"arial\",sansSerif:!0}},e.createElement(\"style\",{dangerouslySetInnerHTML:{__html:\"\\n          .force-bar-axis path {\\n            fill: none;\\n            opacity: 0.4;\\n          }\\n          .force-bar-axis paths {\\n            display: none;\\n          }\\n          .tick line {\\n            stroke: #000;\\n            stroke-width: 1px;\\n            opacity: 0.4;\\n          }\\n          .tick text {\\n            fill: #000;\\n            opacity: 0.5;\\n            font-size: 12px;\\n            padding: 0px;\\n          }\"}}))}}])&&Tn(n.prototype,r),Object.defineProperty(n,\"prototype\",{writable:!1}),u}(e.Component);zn.defaultProps={plot_cmap:\"RdBu\"};const Ln=zn,On=1e3,An=6e4,Fn=36e5,Dn=864e5,Rn=6048e5,jn=31536e6,Un=new Date,In=new Date;function $n(e,t,n,r){function a(t){return e(t=0===arguments.length?new Date:new Date(+t)),t}return a.floor=t=>(e(t=new Date(+t)),t),a.ceil=n=>(e(n=new Date(n-1)),t(n,1),e(n),n),a.round=e=>{const t=a(e),n=a.ceil(e);return e-t<n-e?t:n},a.offset=(e,n)=>(t(e=new Date(+e),null==n?1:Math.floor(n)),e),a.range=(n,r,i)=>{const o=[];if(n=a.ceil(n),i=null==i?1:Math.floor(i),!(n<r&&i>0))return o;let u;do{o.push(u=new Date(+n)),t(n,i),e(n)}while(u<n&&n<r);return o},a.filter=n=>$n((t=>{if(t>=t)for(;e(t),!n(t);)t.setTime(t-1)}),((e,r)=>{if(e>=e)if(r<0)for(;++r<=0;)for(;t(e,-1),!n(e););else for(;--r>=0;)for(;t(e,1),!n(e););})),n&&(a.count=(t,r)=>(Un.setTime(+t),In.setTime(+r),e(Un),e(In),Math.floor(n(Un,In))),a.every=e=>(e=Math.floor(e),isFinite(e)&&e>0?e>1?a.filter(r?t=>r(t)%e==0:t=>a.count(0,t)%e==0):a:null)),a}const Bn=$n((()=>{}),((e,t)=>{e.setTime(+e+t)}),((e,t)=>t-e));Bn.every=e=>(e=Math.floor(e),isFinite(e)&&e>0?e>1?$n((t=>{t.setTime(Math.floor(t/e)*e)}),((t,n)=>{t.setTime(+t+n*e)}),((t,n)=>(n-t)/e)):Bn:null),Bn.range;const Wn=$n((e=>{e.setTime(e-e.getMilliseconds())}),((e,t)=>{e.setTime(+e+t*On)}),((e,t)=>(t-e)/On),(e=>e.getUTCSeconds())),Vn=(Wn.range,$n((e=>{e.setTime(e-e.getMilliseconds()-e.getSeconds()*On)}),((e,t)=>{e.setTime(+e+t*An)}),((e,t)=>(t-e)/An),(e=>e.getMinutes()))),Hn=(Vn.range,$n((e=>{e.setUTCSeconds(0,0)}),((e,t)=>{e.setTime(+e+t*An)}),((e,t)=>(t-e)/An),(e=>e.getUTCMinutes()))),qn=(Hn.range,$n((e=>{e.setTime(e-e.getMilliseconds()-e.getSeconds()*On-e.getMinutes()*An)}),((e,t)=>{e.setTime(+e+t*Fn)}),((e,t)=>(t-e)/Fn),(e=>e.getHours()))),Qn=(qn.range,$n((e=>{e.setUTCMinutes(0,0,0)}),((e,t)=>{e.setTime(+e+t*Fn)}),((e,t)=>(t-e)/Fn),(e=>e.getUTCHours()))),Yn=(Qn.range,$n((e=>e.setHours(0,0,0,0)),((e,t)=>e.setDate(e.getDate()+t)),((e,t)=>(t-e-(t.getTimezoneOffset()-e.getTimezoneOffset())*An)/Dn),(e=>e.getDate()-1))),Gn=(Yn.range,$n((e=>{e.setUTCHours(0,0,0,0)}),((e,t)=>{e.setUTCDate(e.getUTCDate()+t)}),((e,t)=>(t-e)/Dn),(e=>e.getUTCDate()-1))),Kn=(Gn.range,$n((e=>{e.setUTCHours(0,0,0,0)}),((e,t)=>{e.setUTCDate(e.getUTCDate()+t)}),((e,t)=>(t-e)/Dn),(e=>Math.floor(e/Dn))));function Zn(e){return $n((t=>{t.setDate(t.getDate()-(t.getDay()+7-e)%7),t.setHours(0,0,0,0)}),((e,t)=>{e.setDate(e.getDate()+7*t)}),((e,t)=>(t-e-(t.getTimezoneOffset()-e.getTimezoneOffset())*An)/Rn))}Kn.range;const Xn=Zn(0),Jn=Zn(1),er=Zn(2),tr=Zn(3),nr=Zn(4),rr=Zn(5),ar=Zn(6);function ir(e){return $n((t=>{t.setUTCDate(t.getUTCDate()-(t.getUTCDay()+7-e)%7),t.setUTCHours(0,0,0,0)}),((e,t)=>{e.setUTCDate(e.getUTCDate()+7*t)}),((e,t)=>(t-e)/Rn))}Xn.range,Jn.range,er.range,tr.range,nr.range,rr.range,ar.range;const or=ir(0),ur=ir(1),lr=ir(2),sr=ir(3),cr=ir(4),fr=ir(5),pr=ir(6),dr=(or.range,ur.range,lr.range,sr.range,cr.range,fr.range,pr.range,$n((e=>{e.setDate(1),e.setHours(0,0,0,0)}),((e,t)=>{e.setMonth(e.getMonth()+t)}),((e,t)=>t.getMonth()-e.getMonth()+12*(t.getFullYear()-e.getFullYear())),(e=>e.getMonth()))),hr=(dr.range,$n((e=>{e.setUTCDate(1),e.setUTCHours(0,0,0,0)}),((e,t)=>{e.setUTCMonth(e.getUTCMonth()+t)}),((e,t)=>t.getUTCMonth()-e.getUTCMonth()+12*(t.getUTCFullYear()-e.getUTCFullYear())),(e=>e.getUTCMonth()))),vr=(hr.range,$n((e=>{e.setMonth(0,1),e.setHours(0,0,0,0)}),((e,t)=>{e.setFullYear(e.getFullYear()+t)}),((e,t)=>t.getFullYear()-e.getFullYear()),(e=>e.getFullYear())));vr.every=e=>isFinite(e=Math.floor(e))&&e>0?$n((t=>{t.setFullYear(Math.floor(t.getFullYear()/e)*e),t.setMonth(0,1),t.setHours(0,0,0,0)}),((t,n)=>{t.setFullYear(t.getFullYear()+n*e)})):null,vr.range;const gr=$n((e=>{e.setUTCMonth(0,1),e.setUTCHours(0,0,0,0)}),((e,t)=>{e.setUTCFullYear(e.getUTCFullYear()+t)}),((e,t)=>t.getUTCFullYear()-e.getUTCFullYear()),(e=>e.getUTCFullYear()));function yr(e,t,n,r,a,i){const o=[[Wn,1,On],[Wn,5,5e3],[Wn,15,15e3],[Wn,30,3e4],[i,1,An],[i,5,3e5],[i,15,9e5],[i,30,18e5],[a,1,Fn],[a,3,108e5],[a,6,216e5],[a,12,432e5],[r,1,Dn],[r,2,1728e5],[n,1,Rn],[t,1,2592e6],[t,3,7776e6],[e,1,jn]];function u(t,n,r){const a=Math.abs(n-t)/r,i=f((([,,e])=>e)).right(o,a);if(i===o.length)return e.every(l(t/jn,n/jn,r));if(0===i)return Bn.every(Math.max(l(t,n,r),1));const[u,s]=o[a/o[i-1][2]<o[i][2]/a?i-1:i];return u.every(s)}return[function(e,t,n){const r=t<e;r&&([e,t]=[t,e]);const a=n&&\"function\"==typeof n.range?n:u(e,t,n),i=a?a.range(e,+t+1):[];return r?i.reverse():i},u]}gr.every=e=>isFinite(e=Math.floor(e))&&e>0?$n((t=>{t.setUTCFullYear(Math.floor(t.getUTCFullYear()/e)*e),t.setUTCMonth(0,1),t.setUTCHours(0,0,0,0)}),((t,n)=>{t.setUTCFullYear(t.getUTCFullYear()+n*e)})):null,gr.range;const[mr,br]=yr(gr,hr,or,Kn,Qn,Hn),[_r,wr]=yr(vr,dr,Xn,Yn,qn,Vn);function xr(e){if(0<=e.y&&e.y<100){var t=new Date(-1,e.m,e.d,e.H,e.M,e.S,e.L);return t.setFullYear(e.y),t}return new Date(e.y,e.m,e.d,e.H,e.M,e.S,e.L)}function kr(e){if(0<=e.y&&e.y<100){var t=new Date(Date.UTC(-1,e.m,e.d,e.H,e.M,e.S,e.L));return t.setUTCFullYear(e.y),t}return new Date(Date.UTC(e.y,e.m,e.d,e.H,e.M,e.S,e.L))}function Sr(e,t,n){return{y:e,m:t,d:n,H:0,M:0,S:0,L:0}}var Er,Cr,Tr,Mr={\"-\":\"\",_:\" \",0:\"0\"},Nr=/^\\s*\\d+/,Pr=/^%/,zr=/[\\\\^$*+?|[\\]().{}]/g;function Lr(e,t,n){var r=e<0?\"-\":\"\",a=(r?-e:e)+\"\",i=a.length;return r+(i<n?new Array(n-i+1).join(t)+a:a)}function Or(e){return e.replace(zr,\"\\\\$&\")}function Ar(e){return new RegExp(\"^(?:\"+e.map(Or).join(\"|\")+\")\",\"i\")}function Fr(e){return new Map(e.map(((e,t)=>[e.toLowerCase(),t])))}function Dr(e,t,n){var r=Nr.exec(t.slice(n,n+1));return r?(e.w=+r[0],n+r[0].length):-1}function Rr(e,t,n){var r=Nr.exec(t.slice(n,n+1));return r?(e.u=+r[0],n+r[0].length):-1}function jr(e,t,n){var r=Nr.exec(t.slice(n,n+2));return r?(e.U=+r[0],n+r[0].length):-1}function Ur(e,t,n){var r=Nr.exec(t.slice(n,n+2));return r?(e.V=+r[0],n+r[0].length):-1}function Ir(e,t,n){var r=Nr.exec(t.slice(n,n+2));return r?(e.W=+r[0],n+r[0].length):-1}function $r(e,t,n){var r=Nr.exec(t.slice(n,n+4));return r?(e.y=+r[0],n+r[0].length):-1}function Br(e,t,n){var r=Nr.exec(t.slice(n,n+2));return r?(e.y=+r[0]+(+r[0]>68?1900:2e3),n+r[0].length):-1}function Wr(e,t,n){var r=/^(Z)|([+-]\\d\\d)(?::?(\\d\\d))?/.exec(t.slice(n,n+6));return r?(e.Z=r[1]?0:-(r[2]+(r[3]||\"00\")),n+r[0].length):-1}function Vr(e,t,n){var r=Nr.exec(t.slice(n,n+1));return r?(e.q=3*r[0]-3,n+r[0].length):-1}function Hr(e,t,n){var r=Nr.exec(t.slice(n,n+2));return r?(e.m=r[0]-1,n+r[0].length):-1}function qr(e,t,n){var r=Nr.exec(t.slice(n,n+2));return r?(e.d=+r[0],n+r[0].length):-1}function Qr(e,t,n){var r=Nr.exec(t.slice(n,n+3));return r?(e.m=0,e.d=+r[0],n+r[0].length):-1}function Yr(e,t,n){var r=Nr.exec(t.slice(n,n+2));return r?(e.H=+r[0],n+r[0].length):-1}function Gr(e,t,n){var r=Nr.exec(t.slice(n,n+2));return r?(e.M=+r[0],n+r[0].length):-1}function Kr(e,t,n){var r=Nr.exec(t.slice(n,n+2));return r?(e.S=+r[0],n+r[0].length):-1}function Zr(e,t,n){var r=Nr.exec(t.slice(n,n+3));return r?(e.L=+r[0],n+r[0].length):-1}function Xr(e,t,n){var r=Nr.exec(t.slice(n,n+6));return r?(e.L=Math.floor(r[0]/1e3),n+r[0].length):-1}function Jr(e,t,n){var r=Pr.exec(t.slice(n,n+1));return r?n+r[0].length:-1}function ea(e,t,n){var r=Nr.exec(t.slice(n));return r?(e.Q=+r[0],n+r[0].length):-1}function ta(e,t,n){var r=Nr.exec(t.slice(n));return r?(e.s=+r[0],n+r[0].length):-1}function na(e,t){return Lr(e.getDate(),t,2)}function ra(e,t){return Lr(e.getHours(),t,2)}function aa(e,t){return Lr(e.getHours()%12||12,t,2)}function ia(e,t){return Lr(1+Yn.count(vr(e),e),t,3)}function oa(e,t){return Lr(e.getMilliseconds(),t,3)}function ua(e,t){return oa(e,t)+\"000\"}function la(e,t){return Lr(e.getMonth()+1,t,2)}function sa(e,t){return Lr(e.getMinutes(),t,2)}function ca(e,t){return Lr(e.getSeconds(),t,2)}function fa(e){var t=e.getDay();return 0===t?7:t}function pa(e,t){return Lr(Xn.count(vr(e)-1,e),t,2)}function da(e){var t=e.getDay();return t>=4||0===t?nr(e):nr.ceil(e)}function ha(e,t){return e=da(e),Lr(nr.count(vr(e),e)+(4===vr(e).getDay()),t,2)}function va(e){return e.getDay()}function ga(e,t){return Lr(Jn.count(vr(e)-1,e),t,2)}function ya(e,t){return Lr(e.getFullYear()%100,t,2)}function ma(e,t){return Lr((e=da(e)).getFullYear()%100,t,2)}function ba(e,t){return Lr(e.getFullYear()%1e4,t,4)}function _a(e,t){var n=e.getDay();return Lr((e=n>=4||0===n?nr(e):nr.ceil(e)).getFullYear()%1e4,t,4)}function wa(e){var t=e.getTimezoneOffset();return(t>0?\"-\":(t*=-1,\"+\"))+Lr(t/60|0,\"0\",2)+Lr(t%60,\"0\",2)}function xa(e,t){return Lr(e.getUTCDate(),t,2)}function ka(e,t){return Lr(e.getUTCHours(),t,2)}function Sa(e,t){return Lr(e.getUTCHours()%12||12,t,2)}function Ea(e,t){return Lr(1+Gn.count(gr(e),e),t,3)}function Ca(e,t){return Lr(e.getUTCMilliseconds(),t,3)}function Ta(e,t){return Ca(e,t)+\"000\"}function Ma(e,t){return Lr(e.getUTCMonth()+1,t,2)}function Na(e,t){return Lr(e.getUTCMinutes(),t,2)}function Pa(e,t){return Lr(e.getUTCSeconds(),t,2)}function za(e){var t=e.getUTCDay();return 0===t?7:t}function La(e,t){return Lr(or.count(gr(e)-1,e),t,2)}function Oa(e){var t=e.getUTCDay();return t>=4||0===t?cr(e):cr.ceil(e)}function Aa(e,t){return e=Oa(e),Lr(cr.count(gr(e),e)+(4===gr(e).getUTCDay()),t,2)}function Fa(e){return e.getUTCDay()}function Da(e,t){return Lr(ur.count(gr(e)-1,e),t,2)}function Ra(e,t){return Lr(e.getUTCFullYear()%100,t,2)}function ja(e,t){return Lr((e=Oa(e)).getUTCFullYear()%100,t,2)}function Ua(e,t){return Lr(e.getUTCFullYear()%1e4,t,4)}function Ia(e,t){var n=e.getUTCDay();return Lr((e=n>=4||0===n?cr(e):cr.ceil(e)).getUTCFullYear()%1e4,t,4)}function $a(){return\"+0000\"}function Ba(){return\"%\"}function Wa(e){return+e}function Va(e){return Math.floor(+e/1e3)}function Ha(e){return new Date(e)}function qa(e){return e instanceof Date?+e:+new Date(+e)}function Qa(e,t,n,r,a,i,o,u,l,s){var c=be(),f=c.invert,p=c.domain,d=s(\".%L\"),h=s(\":%S\"),v=s(\"%I:%M\"),g=s(\"%I %p\"),y=s(\"%a %d\"),m=s(\"%b %d\"),b=s(\"%B\"),_=s(\"%Y\");function w(e){return(l(e)<e?d:u(e)<e?h:o(e)<e?v:i(e)<e?g:r(e)<e?a(e)<e?y:m:n(e)<e?b:_)(e)}return c.invert=function(e){return new Date(f(e))},c.domain=function(e){return arguments.length?p(Array.from(e,qa)):p().map(Ha)},c.ticks=function(t){var n=p();return e(n[0],n[n.length-1],null==t?10:t)},c.tickFormat=function(e,t){return null==t?w:s(t)},c.nice=function(e){var n=p();return e&&\"function\"==typeof e.range||(e=t(n[0],n[n.length-1],null==e?10:e)),e?p(function(e,t){var n,r=0,a=(e=e.slice()).length-1,i=e[r],o=e[a];return o<i&&(n=r,r=a,a=n,n=i,i=o,o=n),e[r]=t.floor(i),e[a]=t.ceil(o),e}(n,e)):c},c.copy=function(){return me(c,Qa(e,t,n,r,a,i,o,u,l,s))},c}function Ya(){return _e.apply(Qa(_r,wr,vr,dr,Xn,Yn,qn,Vn,Wn,Cr).domain([new Date(2e3,0,1),new Date(2e3,0,2)]),arguments)}function Ga(e,t){var n=\"undefined\"!=typeof Symbol&&e[Symbol.iterator]||e[\"@@iterator\"];if(!n){if(Array.isArray(e)||(n=function(e,t){if(e){if(\"string\"==typeof e)return Ka(e,t);var n=Object.prototype.toString.call(e).slice(8,-1);return\"Object\"===n&&e.constructor&&(n=e.constructor.name),\"Map\"===n||\"Set\"===n?Array.from(e):\"Arguments\"===n||/^(?:Ui|I)nt(?:8|16|32)(?:Clamped)?Array$/.test(n)?Ka(e,t):void 0}}(e))||t&&e&&\"number\"==typeof e.length){n&&(e=n);var r=0,a=function(){};return{s:a,n:function(){return r>=e.length?{done:!0}:{done:!1,value:e[r++]}},e:function(e){throw e},f:a}}throw new TypeError(\"Invalid attempt to iterate non-iterable instance.\\nIn order to be iterable, non-array objects must have a [Symbol.iterator]() method.\")}var i,o=!0,u=!1;return{s:function(){n=n.call(e)},n:function(){var e=n.next();return o=e.done,e},e:function(e){u=!0,i=e},f:function(){try{o||null==n.return||n.return()}finally{if(u)throw i}}}}function Ka(e,t){(null==t||t>e.length)&&(t=e.length);for(var n=0,r=new Array(t);n<t;n++)r[n]=e[n];return r}function Za(e){return Za=\"function\"==typeof Symbol&&\"symbol\"==typeof Symbol.iterator?function(e){return typeof e}:function(e){return e&&\"function\"==typeof Symbol&&e.constructor===Symbol&&e!==Symbol.prototype?\"symbol\":typeof e},Za(e)}function Xa(e,t){for(var n=0;n<t.length;n++){var r=t[n];r.enumerable=r.enumerable||!1,r.configurable=!0,\"value\"in r&&(r.writable=!0),Object.defineProperty(e,(void 0,a=function(e,t){if(\"object\"!==Za(e)||null===e)return e;var n=e[Symbol.toPrimitive];if(void 0!==n){var r=n.call(e,\"string\");if(\"object\"!==Za(r))return r;throw new TypeError(\"@@toPrimitive must return a primitive value.\")}return String(e)}(r.key),\"symbol\"===Za(a)?a:String(a)),r)}var a}function Ja(e,t){return Ja=Object.setPrototypeOf?Object.setPrototypeOf.bind():function(e,t){return e.__proto__=t,e},Ja(e,t)}function ei(e){if(void 0===e)throw new ReferenceError(\"this hasn't been initialised - super() hasn't been called\");return e}function ti(e){return ti=Object.setPrototypeOf?Object.getPrototypeOf.bind():function(e){return e.__proto__||Object.getPrototypeOf(e)},ti(e)}Er=function(e){var t=e.dateTime,n=e.date,r=e.time,a=e.periods,i=e.days,o=e.shortDays,u=e.months,l=e.shortMonths,s=Ar(a),c=Fr(a),f=Ar(i),p=Fr(i),d=Ar(o),h=Fr(o),v=Ar(u),g=Fr(u),y=Ar(l),m=Fr(l),b={a:function(e){return o[e.getDay()]},A:function(e){return i[e.getDay()]},b:function(e){return l[e.getMonth()]},B:function(e){return u[e.getMonth()]},c:null,d:na,e:na,f:ua,g:ma,G:_a,H:ra,I:aa,j:ia,L:oa,m:la,M:sa,p:function(e){return a[+(e.getHours()>=12)]},q:function(e){return 1+~~(e.getMonth()/3)},Q:Wa,s:Va,S:ca,u:fa,U:pa,V:ha,w:va,W:ga,x:null,X:null,y:ya,Y:ba,Z:wa,\"%\":Ba},_={a:function(e){return o[e.getUTCDay()]},A:function(e){return i[e.getUTCDay()]},b:function(e){return l[e.getUTCMonth()]},B:function(e){return u[e.getUTCMonth()]},c:null,d:xa,e:xa,f:Ta,g:ja,G:Ia,H:ka,I:Sa,j:Ea,L:Ca,m:Ma,M:Na,p:function(e){return a[+(e.getUTCHours()>=12)]},q:function(e){return 1+~~(e.getUTCMonth()/3)},Q:Wa,s:Va,S:Pa,u:za,U:La,V:Aa,w:Fa,W:Da,x:null,X:null,y:Ra,Y:Ua,Z:$a,\"%\":Ba},w={a:function(e,t,n){var r=d.exec(t.slice(n));return r?(e.w=h.get(r[0].toLowerCase()),n+r[0].length):-1},A:function(e,t,n){var r=f.exec(t.slice(n));return r?(e.w=p.get(r[0].toLowerCase()),n+r[0].length):-1},b:function(e,t,n){var r=y.exec(t.slice(n));return r?(e.m=m.get(r[0].toLowerCase()),n+r[0].length):-1},B:function(e,t,n){var r=v.exec(t.slice(n));return r?(e.m=g.get(r[0].toLowerCase()),n+r[0].length):-1},c:function(e,n,r){return S(e,t,n,r)},d:qr,e:qr,f:Xr,g:Br,G:$r,H:Yr,I:Yr,j:Qr,L:Zr,m:Hr,M:Gr,p:function(e,t,n){var r=s.exec(t.slice(n));return r?(e.p=c.get(r[0].toLowerCase()),n+r[0].length):-1},q:Vr,Q:ea,s:ta,S:Kr,u:Rr,U:jr,V:Ur,w:Dr,W:Ir,x:function(e,t,r){return S(e,n,t,r)},X:function(e,t,n){return S(e,r,t,n)},y:Br,Y:$r,Z:Wr,\"%\":Jr};function x(e,t){return function(n){var r,a,i,o=[],u=-1,l=0,s=e.length;for(n instanceof Date||(n=new Date(+n));++u<s;)37===e.charCodeAt(u)&&(o.push(e.slice(l,u)),null!=(a=Mr[r=e.charAt(++u)])?r=e.charAt(++u):a=\"e\"===r?\" \":\"0\",(i=t[r])&&(r=i(n,a)),o.push(r),l=u+1);return o.push(e.slice(l,u)),o.join(\"\")}}function k(e,t){return function(n){var r,a,i=Sr(1900,void 0,1);if(S(i,e,n+=\"\",0)!=n.length)return null;if(\"Q\"in i)return new Date(i.Q);if(\"s\"in i)return new Date(1e3*i.s+(\"L\"in i?i.L:0));if(t&&!(\"Z\"in i)&&(i.Z=0),\"p\"in i&&(i.H=i.H%12+12*i.p),void 0===i.m&&(i.m=\"q\"in i?i.q:0),\"V\"in i){if(i.V<1||i.V>53)return null;\"w\"in i||(i.w=1),\"Z\"in i?(a=(r=kr(Sr(i.y,0,1))).getUTCDay(),r=a>4||0===a?ur.ceil(r):ur(r),r=Gn.offset(r,7*(i.V-1)),i.y=r.getUTCFullYear(),i.m=r.getUTCMonth(),i.d=r.getUTCDate()+(i.w+6)%7):(a=(r=xr(Sr(i.y,0,1))).getDay(),r=a>4||0===a?Jn.ceil(r):Jn(r),r=Yn.offset(r,7*(i.V-1)),i.y=r.getFullYear(),i.m=r.getMonth(),i.d=r.getDate()+(i.w+6)%7)}else(\"W\"in i||\"U\"in i)&&(\"w\"in i||(i.w=\"u\"in i?i.u%7:\"W\"in i?1:0),a=\"Z\"in i?kr(Sr(i.y,0,1)).getUTCDay():xr(Sr(i.y,0,1)).getDay(),i.m=0,i.d=\"W\"in i?(i.w+6)%7+7*i.W-(a+5)%7:i.w+7*i.U-(a+6)%7);return\"Z\"in i?(i.H+=i.Z/100|0,i.M+=i.Z%100,kr(i)):xr(i)}}function S(e,t,n,r){for(var a,i,o=0,u=t.length,l=n.length;o<u;){if(r>=l)return-1;if(37===(a=t.charCodeAt(o++))){if(a=t.charAt(o++),!(i=w[a in Mr?t.charAt(o++):a])||(r=i(e,n,r))<0)return-1}else if(a!=n.charCodeAt(r++))return-1}return r}return b.x=x(n,b),b.X=x(r,b),b.c=x(t,b),_.x=x(n,_),_.X=x(r,_),_.c=x(t,_),{format:function(e){var t=x(e+=\"\",b);return t.toString=function(){return e},t},parse:function(e){var t=k(e+=\"\",!1);return t.toString=function(){return e},t},utcFormat:function(e){var t=x(e+=\"\",_);return t.toString=function(){return e},t},utcParse:function(e){var t=k(e+=\"\",!0);return t.toString=function(){return e},t}}}({dateTime:\"%x, %X\",date:\"%-m/%-d/%Y\",time:\"%-I:%M:%S %p\",periods:[\"AM\",\"PM\"],days:[\"Sunday\",\"Monday\",\"Tuesday\",\"Wednesday\",\"Thursday\",\"Friday\",\"Saturday\"],shortDays:[\"Sun\",\"Mon\",\"Tue\",\"Wed\",\"Thu\",\"Fri\",\"Sat\"],months:[\"January\",\"February\",\"March\",\"April\",\"May\",\"June\",\"July\",\"August\",\"September\",\"October\",\"November\",\"December\"],shortMonths:[\"Jan\",\"Feb\",\"Mar\",\"Apr\",\"May\",\"Jun\",\"Jul\",\"Aug\",\"Sep\",\"Oct\",\"Nov\",\"Dec\"]}),Cr=Er.format,Tr=Er.parse,Er.utcFormat,Er.utcParse;var ni=function(t){!function(e,t){if(\"function\"!=typeof t&&null!==t)throw new TypeError(\"Super expression must either be null or a function\");e.prototype=Object.create(t&&t.prototype,{constructor:{value:e,writable:!0,configurable:!0}}),Object.defineProperty(e,\"prototype\",{writable:!1}),t&&Ja(e,t)}(u,t);var n,r,a,i,o=(a=u,i=function(){if(\"undefined\"==typeof Reflect||!Reflect.construct)return!1;if(Reflect.construct.sham)return!1;if(\"function\"==typeof Proxy)return!0;try{return Boolean.prototype.valueOf.call(Reflect.construct(Boolean,[],(function(){}))),!0}catch(e){return!1}}(),function(){var e,t=ti(a);if(i){var n=ti(this).constructor;e=Reflect.construct(t,arguments,n)}else e=t.apply(this,arguments);return function(e,t){if(t&&(\"object\"===Za(t)||\"function\"==typeof t))return t;if(void 0!==t)throw new TypeError(\"Derived constructors may only return object or undefined\");return ei(e)}(this,e)});function u(){var e;return function(e,t){if(!(e instanceof t))throw new TypeError(\"Cannot call a class as a function\")}(this,u),e=o.call(this),window.lastAdditiveForceArrayVisualizer=ei(e),e.topOffset=28,e.leftOffset=80,e.height=350,e.effectFormat=ze(\".2\"),e.redraw=(0,Re.debounce)((function(){return e.draw()}),200),e}return n=u,(r=[{key:\"componentDidMount\",value:function(){var e=this;this.mainGroup=this.svg.append(\"g\"),this.onTopGroup=this.svg.append(\"g\"),this.xaxisElement=this.onTopGroup.append(\"g\").attr(\"transform\",\"translate(0,35)\").attr(\"class\",\"force-bar-array-xaxis\"),this.yaxisElement=this.onTopGroup.append(\"g\").attr(\"transform\",\"translate(0,35)\").attr(\"class\",\"force-bar-array-yaxis\"),this.hoverGroup1=this.svg.append(\"g\"),this.hoverGroup2=this.svg.append(\"g\"),this.baseValueTitle=this.svg.append(\"text\"),this.hoverLine=this.svg.append(\"line\"),this.hoverxOutline=this.svg.append(\"text\").attr(\"text-anchor\",\"middle\").attr(\"font-weight\",\"bold\").attr(\"fill\",\"#fff\").attr(\"stroke\",\"#fff\").attr(\"stroke-width\",\"6\").attr(\"font-size\",\"12px\"),this.hoverx=this.svg.append(\"text\").attr(\"text-anchor\",\"middle\").attr(\"font-weight\",\"bold\").attr(\"fill\",\"#000\").attr(\"font-size\",\"12px\"),this.hoverxTitle=this.svg.append(\"text\").attr(\"text-anchor\",\"middle\").attr(\"opacity\",.6).attr(\"font-size\",\"12px\"),this.hoveryOutline=this.svg.append(\"text\").attr(\"text-anchor\",\"end\").attr(\"font-weight\",\"bold\").attr(\"fill\",\"#fff\").attr(\"stroke\",\"#fff\").attr(\"stroke-width\",\"6\").attr(\"font-size\",\"12px\"),this.hovery=this.svg.append(\"text\").attr(\"text-anchor\",\"end\").attr(\"font-weight\",\"bold\").attr(\"fill\",\"#000\").attr(\"font-size\",\"12px\"),this.xlabel=this.wrapper.select(\".additive-force-array-xlabel\"),this.ylabel=this.wrapper.select(\".additive-force-array-ylabel\");var t=void 0;\"string\"==typeof this.props.plot_cmap?this.props.plot_cmap in je.colors?t=je.colors[this.props.plot_cmap]:(console.log(\"Invalid color map name, reverting to default.\"),t=je.colors.RdBu):Array.isArray(this.props.plot_cmap)&&(t=this.props.plot_cmap),this.colors=t.map((function(e){return q(e)})),this.brighterColors=[1.45,1.6].map((function(t,n){return e.colors[n].brighter(t)}));var n=ze(\",.4\");null!=this.props.ordering_keys&&null!=this.props.ordering_keys_time_format?(this.parseTime=Tr(this.props.ordering_keys_time_format),this.formatTime=Cr(this.props.ordering_keys_time_format),this.xtickFormat=function(e){return\"object\"==Za(e)?this.formatTime(e):n(e)}):(this.parseTime=null,this.formatTime=null,this.xtickFormat=n),this.xscale=De(),this.xaxis=dn().scale(this.xscale).tickSizeInner(4).tickSizeOuter(0).tickFormat((function(t){return e.xtickFormat(t)})).tickPadding(-18),this.ytickFormat=n,this.yscale=De(),this.yaxis=pn(an,undefined).scale(this.yscale).tickSizeInner(4).tickSizeOuter(0).tickFormat((function(t){return e.ytickFormat(e.invLinkFunction(t))})).tickPadding(2),this.xlabel.node().onchange=function(){return e.internalDraw()},this.ylabel.node().onchange=function(){return e.internalDraw()},this.svg.on(\"mousemove\",(function(t){return e.mouseMoved(t)})),this.svg.on(\"click\",(function(){return alert(\"This original index of the sample you clicked is \"+e.nearestExpIndex)})),this.svg.on(\"mouseout\",(function(t){return e.mouseOut(t)})),window.addEventListener(\"resize\",this.redraw),window.setTimeout(this.redraw,50)}},{key:\"componentDidUpdate\",value:function(){this.draw()}},{key:\"mouseOut\",value:function(){this.hoverLine.attr(\"display\",\"none\"),this.hoverx.attr(\"display\",\"none\"),this.hoverxOutline.attr(\"display\",\"none\"),this.hoverxTitle.attr(\"display\",\"none\"),this.hovery.attr(\"display\",\"none\"),this.hoveryOutline.attr(\"display\",\"none\"),this.hoverGroup1.attr(\"display\",\"none\"),this.hoverGroup2.attr(\"display\",\"none\")}},{key:\"mouseMoved\",value:function(e){var t,n,r=this;this.hoverLine.attr(\"display\",\"\"),this.hoverx.attr(\"display\",\"\"),this.hoverxOutline.attr(\"display\",\"\"),this.hoverxTitle.attr(\"display\",\"\"),this.hovery.attr(\"display\",\"\"),this.hoveryOutline.attr(\"display\",\"\"),this.hoverGroup1.attr(\"display\",\"\"),this.hoverGroup2.attr(\"display\",\"\");var a=function(e,t){if(e=function(e){let t;for(;t=e.sourceEvent;)e=t;return e}(e),void 0===t&&(t=e.currentTarget),t){var n=t.ownerSVGElement||t;if(n.createSVGPoint){var r=n.createSVGPoint();return r.x=e.clientX,r.y=e.clientY,[(r=r.matrixTransform(t.getScreenCTM().inverse())).x,r.y]}if(t.getBoundingClientRect){var a=t.getBoundingClientRect();return[e.clientX-a.left-t.clientLeft,e.clientY-a.top-t.clientTop]}}return[e.pageX,e.pageY]}(e,this.svg.node())[0];if(this.props.explanations){for(t=0;t<this.currExplanations.length;++t)(!n||Math.abs(n.xmapScaled-a)>Math.abs(this.currExplanations[t].xmapScaled-a))&&(n=this.currExplanations[t]);this.nearestExpIndex=n.origInd,this.hoverLine.attr(\"x1\",n.xmapScaled).attr(\"x2\",n.xmapScaled).attr(\"y1\",0+this.topOffset).attr(\"y2\",this.height),this.hoverx.attr(\"x\",n.xmapScaled).attr(\"y\",this.topOffset-5).text(this.xtickFormat(n.xmap)),this.hoverxOutline.attr(\"x\",n.xmapScaled).attr(\"y\",this.topOffset-5).text(this.xtickFormat(n.xmap)),this.hoverxTitle.attr(\"x\",n.xmapScaled).attr(\"y\",this.topOffset-18).text(n.count>1?n.count+\" averaged samples\":\"\"),this.hovery.attr(\"x\",this.leftOffset-6).attr(\"y\",n.joinPointy).text(this.ytickFormat(this.invLinkFunction(n.joinPoint))),this.hoveryOutline.attr(\"x\",this.leftOffset-6).attr(\"y\",n.joinPointy).text(this.ytickFormat(this.invLinkFunction(n.joinPoint)));for(var i,o,u=[],l=this.currPosOrderedFeatures.length-1;l>=0;--l){var s=this.currPosOrderedFeatures[l],c=n.features[s];o=5+(c.posyTop+c.posyBottom)/2,(!i||o-i>=15)&&c.posyTop-c.posyBottom>=6&&(u.push(c),i=o)}var f=[];i=void 0;var p,d=Ga(this.currNegOrderedFeatures);try{for(d.s();!(p=d.n()).done;){var h=p.value,v=n.features[h];o=5+(v.negyTop+v.negyBottom)/2,(!i||i-o>=15)&&v.negyTop-v.negyBottom>=6&&(f.push(v),i=o)}}catch(e){d.e(e)}finally{d.f()}var g=function(e){var t=\"\";return null!==e.value&&void 0!==e.value&&(t=\" = \"+(isNaN(e.value)?e.value:r.ytickFormat(e.value))),n.count>1?\"mean(\"+r.props.featureNames[e.ind]+\")\"+t:r.props.featureNames[e.ind]+t},y=this.hoverGroup1.selectAll(\".pos-values\").data(u);y.enter().append(\"text\").attr(\"class\",\"pos-values\").merge(y).attr(\"x\",n.xmapScaled+5).attr(\"y\",(function(e){return 4+(e.posyTop+e.posyBottom)/2})).attr(\"text-anchor\",\"start\").attr(\"font-size\",12).attr(\"stroke\",\"#fff\").attr(\"fill\",\"#fff\").attr(\"stroke-width\",\"4\").attr(\"stroke-linejoin\",\"round\").attr(\"opacity\",1).text(g),y.exit().remove();var m=this.hoverGroup2.selectAll(\".pos-values\").data(u);m.enter().append(\"text\").attr(\"class\",\"pos-values\").merge(m).attr(\"x\",n.xmapScaled+5).attr(\"y\",(function(e){return 4+(e.posyTop+e.posyBottom)/2})).attr(\"text-anchor\",\"start\").attr(\"font-size\",12).attr(\"fill\",this.colors[0]).text(g),m.exit().remove();var b=this.hoverGroup1.selectAll(\".neg-values\").data(f);b.enter().append(\"text\").attr(\"class\",\"neg-values\").merge(b).attr(\"x\",n.xmapScaled+5).attr(\"y\",(function(e){return 4+(e.negyTop+e.negyBottom)/2})).attr(\"text-anchor\",\"start\").attr(\"font-size\",12).attr(\"stroke\",\"#fff\").attr(\"fill\",\"#fff\").attr(\"stroke-width\",\"4\").attr(\"stroke-linejoin\",\"round\").attr(\"opacity\",1).text(g),b.exit().remove();var _=this.hoverGroup2.selectAll(\".neg-values\").data(f);_.enter().append(\"text\").attr(\"class\",\"neg-values\").merge(_).attr(\"x\",n.xmapScaled+5).attr(\"y\",(function(e){return 4+(e.negyTop+e.negyBottom)/2})).attr(\"text-anchor\",\"start\").attr(\"font-size\",12).attr(\"fill\",this.colors[1]).text(g),_.exit().remove()}}},{key:\"draw\",value:function(){var e=this;if(this.props.explanations&&0!==this.props.explanations.length){(0,Re.each)(this.props.explanations,(function(e,t){return e.origInd=t}));var t,n={},r={},a={},i=Ga(this.props.explanations);try{for(i.s();!(t=i.n()).done;){var o=t.value;for(var u in o.features)void 0===n[u]&&(n[u]=0,r[u]=0,a[u]=0),o.features[u].effect>0?n[u]+=o.features[u].effect:r[u]-=o.features[u].effect,null!==o.features[u].value&&void 0!==o.features[u].value&&(a[u]+=1)}}catch(e){i.e(e)}finally{i.f()}this.usedFeatures=(0,Re.sortBy)((0,Re.keys)(n),(function(e){return-(n[e]+r[e])})),console.log(\"found \",this.usedFeatures.length,\" used features\"),this.posOrderedFeatures=(0,Re.sortBy)(this.usedFeatures,(function(e){return n[e]})),this.negOrderedFeatures=(0,Re.sortBy)(this.usedFeatures,(function(e){return-r[e]})),this.singleValueFeatures=(0,Re.filter)(this.usedFeatures,(function(e){return a[e]>0}));var l=[\"sample order by similarity\",\"sample order by output value\",\"original sample ordering\"].concat(this.singleValueFeatures.map((function(t){return e.props.featureNames[t]})));null!=this.props.ordering_keys&&l.unshift(\"sample order by key\");var s=this.xlabel.selectAll(\"option\").data(l);s.enter().append(\"option\").merge(s).attr(\"value\",(function(e){return e})).text((function(e){return e})),s.exit().remove();var c=this.props.outNames[0]?this.props.outNames[0]:\"model output value\";(l=(0,Re.map)(this.usedFeatures,(function(t){return[e.props.featureNames[t],e.props.featureNames[t]+\" effects\"]}))).unshift([\"model output value\",c]);var f=this.ylabel.selectAll(\"option\").data(l);f.enter().append(\"option\").merge(f).attr(\"value\",(function(e){return e[0]})).text((function(e){return e[1]})),f.exit().remove(),this.ylabel.style(\"top\",(this.height-10-this.topOffset)/2+this.topOffset+\"px\").style(\"left\",10-this.ylabel.node().offsetWidth/2+\"px\"),this.internalDraw()}}},{key:\"internalDraw\",value:function(){var e,t,n=this,r=Ga(this.props.explanations);try{for(r.s();!(e=r.n()).done;){var a,i=e.value,o=Ga(this.usedFeatures);try{for(o.s();!(a=o.n()).done;){var u=a.value;i.features.hasOwnProperty(u)||(i.features[u]={effect:0,value:0}),i.features[u].ind=u}}catch(e){o.e(e)}finally{o.f()}}}catch(e){r.e(e)}finally{r.f()}var l=this.xlabel.node().value,s=\"sample order by key\"===l&&null!=this.props.ordering_keys_time_format;if(this.xscale=s?Ya():De(),this.xaxis.scale(this.xscale),\"sample order by similarity\"===l)t=(0,Re.sortBy)(this.props.explanations,(function(e){return e.simIndex})),(0,Re.each)(t,(function(e,t){return e.xmap=t}));else if(\"sample order by output value\"===l)t=(0,Re.sortBy)(this.props.explanations,(function(e){return-e.outValue})),(0,Re.each)(t,(function(e,t){return e.xmap=t}));else if(\"original sample ordering\"===l)t=(0,Re.sortBy)(this.props.explanations,(function(e){return e.origInd})),(0,Re.each)(t,(function(e,t){return e.xmap=t}));else if(\"sample order by key\"===l)t=this.props.explanations,s?(0,Re.each)(t,(function(e,t){return e.xmap=n.parseTime(n.props.ordering_keys[t])})):(0,Re.each)(t,(function(e,t){return e.xmap=n.props.ordering_keys[t]})),t=(0,Re.sortBy)(t,(function(e){return e.xmap}));else{var c=(0,Re.findKey)(this.props.featureNames,(function(e){return e===l}));(0,Re.each)(this.props.explanations,(function(e,t){return e.xmap=e.features[c].value}));var f=(0,Re.sortBy)(this.props.explanations,(function(e){return e.xmap})),p=(0,Re.map)(f,(function(e){return e.xmap}));if(\"string\"==typeof p[0])return void alert(\"Ordering by category names is not yet supported.\");var d,h,v=(0,Re.min)(p),g=((0,Re.max)(p)-v)/100;t=[];for(var y=0;y<f.length;++y){var m=f[y];if(d&&!h&&m.xmap-d.xmap<=g||h&&m.xmap-h.xmap<=g){h||((h=(0,Re.cloneDeep)(d)).count=1);var b,_=Ga(this.usedFeatures);try{for(_.s();!(b=_.n()).done;){var w=b.value;h.features[w].effect+=m.features[w].effect,h.features[w].value+=m.features[w].value}}catch(e){_.e(e)}finally{_.f()}h.count+=1}else if(d)if(h){var x,k=Ga(this.usedFeatures);try{for(k.s();!(x=k.n()).done;){var S=x.value;h.features[S].effect/=h.count,h.features[S].value/=h.count}}catch(e){k.e(e)}finally{k.f()}t.push(h),h=void 0}else t.push(d);d=m}d.xmap-t[t.length-1].xmap>g&&t.push(d)}this.currUsedFeatures=this.usedFeatures,this.currPosOrderedFeatures=this.posOrderedFeatures,this.currNegOrderedFeatures=this.negOrderedFeatures;var E=this.ylabel.node().value;if(\"model output value\"!==E){var C=t;t=(0,Re.cloneDeep)(t);for(var T=(0,Re.findKey)(this.props.featureNames,(function(e){return e===E})),M=0;M<t.length;++M){var N=t[M].features[T];t[M].features={},t[M].features[T]=N,C[M].remapped_version=t[M]}this.currUsedFeatures=[T],this.currPosOrderedFeatures=[T],this.currNegOrderedFeatures=[T]}this.currExplanations=t,\"identity\"===this.props.link?this.invLinkFunction=function(e){return n.props.baseValue+e}:\"logit\"===this.props.link?this.invLinkFunction=function(e){return 1/(1+Math.exp(-(n.props.baseValue+e)))}:console.log(\"ERROR: Unrecognized link function: \",this.props.link),this.predValues=(0,Re.map)(t,(function(e){return(0,Re.sum)((0,Re.map)(e.features,(function(e){return e.effect})))}));var P=this.wrapper.node().offsetWidth;if(0==P)return setTimeout((function(){return n.draw(t)}),500);this.svg.style(\"height\",this.height+\"px\"),this.svg.style(\"width\",P+\"px\");var z=(0,Re.map)(t,(function(e){return e.xmap}));this.xscale.domain([(0,Re.min)(z),(0,Re.max)(z)]).range([this.leftOffset,P]).clamp(!0),this.xaxisElement.attr(\"transform\",\"translate(0,\"+this.topOffset+\")\").call(this.xaxis);for(var L=0;L<this.currExplanations.length;++L)this.currExplanations[L].xmapScaled=this.xscale(this.currExplanations[L].xmap);for(var O=t.length,A=0,F=0;F<O;++F){var D=t[F].features,R=(0,Re.sum)((0,Re.map)((0,Re.filter)(D,(function(e){return e.effect>0})),(function(e){return e.effect})))||0,j=(0,Re.sum)((0,Re.map)((0,Re.filter)(D,(function(e){return e.effect<0})),(function(e){return-e.effect})))||0;A=Math.max(A,2.2*Math.max(R,j))}this.yscale.domain([-A/2,A/2]).range([this.height-10,this.topOffset]),this.yaxisElement.attr(\"transform\",\"translate(\"+this.leftOffset+\",0)\").call(this.yaxis);for(var U=0;U<O;++U){var I,$=t[U].features,B=-((0,Re.sum)((0,Re.map)((0,Re.filter)($,(function(e){return e.effect<0})),(function(e){return-e.effect})))||0),W=void 0,V=Ga(this.currPosOrderedFeatures);try{for(V.s();!(I=V.n()).done;)$[W=I.value].posyTop=this.yscale(B),$[W].effect>0&&(B+=$[W].effect),$[W].posyBottom=this.yscale(B),$[W].ind=W}catch(e){V.e(e)}finally{V.f()}var H,q=B,Q=Ga(this.currNegOrderedFeatures);try{for(Q.s();!(H=Q.n()).done;)$[W=H.value].negyTop=this.yscale(B),$[W].effect<0&&(B-=$[W].effect),$[W].negyBottom=this.yscale(B)}catch(e){Q.e(e)}finally{Q.f()}t[U].joinPoint=q,t[U].joinPointy=this.yscale(q)}var Y=En().x((function(e){return e[0]})).y((function(e){return e[1]})),G=this.mainGroup.selectAll(\".force-bar-array-area-pos\").data(this.currUsedFeatures);G.enter().append(\"path\").attr(\"class\",\"force-bar-array-area-pos\").merge(G).attr(\"d\",(function(e){var n=(0,Re.map)((0,Re.range)(O),(function(n){return[t[n].xmapScaled,t[n].features[e].posyTop]})),r=(0,Re.map)((0,Re.rangeRight)(O),(function(n){return[t[n].xmapScaled,t[n].features[e].posyBottom]}));return Y(n.concat(r))})).attr(\"fill\",this.colors[0]),G.exit().remove();var K=this.mainGroup.selectAll(\".force-bar-array-area-neg\").data(this.currUsedFeatures);K.enter().append(\"path\").attr(\"class\",\"force-bar-array-area-neg\").merge(K).attr(\"d\",(function(e){var n=(0,Re.map)((0,Re.range)(O),(function(n){return[t[n].xmapScaled,t[n].features[e].negyTop]})),r=(0,Re.map)((0,Re.rangeRight)(O),(function(n){return[t[n].xmapScaled,t[n].features[e].negyBottom]}));return Y(n.concat(r))})).attr(\"fill\",this.colors[1]),K.exit().remove();var Z=this.mainGroup.selectAll(\".force-bar-array-divider-pos\").data(this.currUsedFeatures);Z.enter().append(\"path\").attr(\"class\",\"force-bar-array-divider-pos\").merge(Z).attr(\"d\",(function(e){var n=(0,Re.map)((0,Re.range)(O),(function(n){return[t[n].xmapScaled,t[n].features[e].posyBottom]}));return Y(n)})).attr(\"fill\",\"none\").attr(\"stroke-width\",1).attr(\"stroke\",(function(){return n.colors[0].brighter(1.2)})),Z.exit().remove();var X=this.mainGroup.selectAll(\".force-bar-array-divider-neg\").data(this.currUsedFeatures);X.enter().append(\"path\").attr(\"class\",\"force-bar-array-divider-neg\").merge(X).attr(\"d\",(function(e){var n=(0,Re.map)((0,Re.range)(O),(function(n){return[t[n].xmapScaled,t[n].features[e].negyTop]}));return Y(n)})).attr(\"fill\",\"none\").attr(\"stroke-width\",1).attr(\"stroke\",(function(){return n.colors[1].brighter(1.5)})),X.exit().remove();for(var J=function(e,t,n,r,a){var i,o,u,l;\"pos\"===a?(i=e[n].features[t].posyBottom,o=e[n].features[t].posyTop):(i=e[n].features[t].negyBottom,o=e[n].features[t].negyTop);for(var s=n+1;s<=r;++s)\"pos\"===a?(u=e[s].features[t].posyBottom,l=e[s].features[t].posyTop):(u=e[s].features[t].negyBottom,l=e[s].features[t].negyTop),u>i&&(i=u),l<o&&(o=l);return{top:i,bottom:o}},ee=[],te=0,ne=[\"pos\",\"neg\"];te<ne.length;te++){var re,ae=ne[te],ie=Ga(this.currUsedFeatures);try{for(ie.s();!(re=ie.n()).done;)for(var oe=re.value,ue=0,le=0,se=0,ce={top:0,bottom:0},fe=void 0;le<O-1;){for(;se<100&&le<O-1;)++le,se=t[le].xmapScaled-t[ue].xmapScaled;for(ce=J(t,oe,ue,le,ae);ce.bottom-ce.top<20&&ue<le;)++ue,ce=J(t,oe,ue,le,ae);if(se=t[le].xmapScaled-t[ue].xmapScaled,ce.bottom-ce.top>=20&&se>=100){for(;le<O-1;){if(++le,!((fe=J(t,oe,ue,le,ae)).bottom-fe.top>20)){--le;break}ce=fe}se=t[le].xmapScaled-t[ue].xmapScaled,ee.push([(t[le].xmapScaled+t[ue].xmapScaled)/2,(ce.top+ce.bottom)/2,this.props.featureNames[oe]]);var pe=t[le].xmapScaled;for(ue=le;pe+100>t[ue].xmapScaled&&ue<O-1;)++ue;le=ue}}}catch(e){ie.e(e)}finally{ie.f()}}var de=this.onTopGroup.selectAll(\".force-bar-array-flabels\").data(ee);de.enter().append(\"text\").attr(\"class\",\"force-bar-array-flabels\").merge(de).attr(\"x\",(function(e){return e[0]})).attr(\"y\",(function(e){return e[1]+4})).text((function(e){return e[2]})),de.exit().remove()}},{key:\"componentWillUnmount\",value:function(){window.removeEventListener(\"resize\",this.redraw)}},{key:\"render\",value:function(){var t=this;return e.createElement(\"div\",{ref:function(e){return t.wrapper=Jt(e)},style:{textAlign:\"center\"}},e.createElement(\"style\",{dangerouslySetInnerHTML:{__html:\"\\n          .force-bar-array-wrapper {\\n            text-align: center;\\n          }\\n          .force-bar-array-xaxis path {\\n            fill: none;\\n            opacity: 0.4;\\n          }\\n          .force-bar-array-xaxis .domain {\\n            opacity: 0;\\n          }\\n          .force-bar-array-xaxis paths {\\n            display: none;\\n          }\\n          .force-bar-array-yaxis path {\\n            fill: none;\\n            opacity: 0.4;\\n          }\\n          .force-bar-array-yaxis paths {\\n            display: none;\\n          }\\n          .tick line {\\n            stroke: #000;\\n            stroke-width: 1px;\\n            opacity: 0.4;\\n          }\\n          .tick text {\\n            fill: #000;\\n            opacity: 0.5;\\n            font-size: 12px;\\n            padding: 0px;\\n          }\\n          .force-bar-array-flabels {\\n            font-size: 12px;\\n            fill: #fff;\\n            text-anchor: middle;\\n          }\\n          .additive-force-array-xlabel {\\n            background: none;\\n            border: 1px solid #ccc;\\n            opacity: 0.5;\\n            margin-bottom: 0px;\\n            font-size: 12px;\\n            font-family: arial;\\n            margin-left: 80px;\\n            max-width: 300px;\\n          }\\n          .additive-force-array-xlabel:focus {\\n            outline: none;\\n          }\\n          .additive-force-array-ylabel {\\n            position: relative;\\n            top: 0px;\\n            left: 0px;\\n            transform: rotate(-90deg);\\n            background: none;\\n            border: 1px solid #ccc;\\n            opacity: 0.5;\\n            margin-bottom: 0px;\\n            font-size: 12px;\\n            font-family: arial;\\n            max-width: 150px;\\n          }\\n          .additive-force-array-ylabel:focus {\\n            outline: none;\\n          }\\n          .additive-force-array-hoverLine {\\n            stroke-width: 1px;\\n            stroke: #fff;\\n            opacity: 1;\\n          }\"}}),e.createElement(\"select\",{className:\"additive-force-array-xlabel\"}),e.createElement(\"div\",{style:{height:\"0px\",textAlign:\"left\"}},e.createElement(\"select\",{className:\"additive-force-array-ylabel\"})),e.createElement(\"svg\",{ref:function(e){return t.svg=Jt(e)},style:{userSelect:\"none\",display:\"block\",fontFamily:\"arial\",sansSerif:!0}}))}}])&&Xa(n.prototype,r),Object.defineProperty(n,\"prototype\",{writable:!1}),u}(e.Component);ni.defaultProps={plot_cmap:\"RdBu\",ordering_keys:null,ordering_keys_time_format:null};const ri=ni;window.SHAP={SimpleListVisualizer:He,AdditiveForceVisualizer:Ln,AdditiveForceArrayVisualizer:ri,React:e,ReactDom:t}})()})();\n","</script>"]},"metadata":{}},{"output_type":"display_data","data":{"text/plain":["<Figure size 800x650 with 1 Axes>"],"image/png":"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\n"},"metadata":{}}]},{"cell_type":"markdown","source":["You can see that, when examining the Shapely values of each feature over all the end regions, the start_region has by far the greatest value, as expected. The next most impactful input feature is the rideable type."],"metadata":{"id":"MY6h4uJKrqSO"}}]}