diff --git "a/notebooks/protac_degradation_predictor_tutorial.ipynb" "b/notebooks/protac_degradation_predictor_tutorial.ipynb"
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+{
+ "nbformat": 4,
+ "nbformat_minor": 0,
+ "metadata": {
+ "colab": {
+ "provenance": [],
+ "gpuType": "T4",
+ "authorship_tag": "ABX9TyOt3D5PCiLD7pcKR5u8YmMF",
+ "include_colab_link": true
+ },
+ "kernelspec": {
+ "name": "python3",
+ "display_name": "Python 3"
+ },
+ "language_info": {
+ "name": "python"
+ },
+ "accelerator": "GPU"
+ },
+ "cells": [
+ {
+ "cell_type": "markdown",
+ "metadata": {
+ "id": "view-in-github",
+ "colab_type": "text"
+ },
+ "source": [
+ "
"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "source": [
+ "# PROTAC-Degradation-Predictor: Tutorial\n",
+ "\n",
+ "This notebook includes a short tutorial and a collection of code snippets for predicting protein degradation by PROTACs.\n",
+ "\n",
+ "The underlined deep learning models have been trained and evaluated as reported in [_\"Modeling PROTAC Degradation Activity with Machine Learning\"_](https://arxiv.org/abs/2406.02637)."
+ ],
+ "metadata": {
+ "id": "N_0Bfod51dDY"
+ }
+ },
+ {
+ "cell_type": "markdown",
+ "source": [
+ "## Clone Repository and Install Package"
+ ],
+ "metadata": {
+ "id": "nLP8GZMp2cSh"
+ }
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 22,
+ "metadata": {
+ "colab": {
+ "base_uri": "https://localhost:8080/"
+ },
+ "id": "DNmrlIcqvOu1",
+ "outputId": "45d1234d-52ae-4adc-c3ac-dc7b58471ea9"
+ },
+ "outputs": [
+ {
+ "output_type": "stream",
+ "name": "stdout",
+ "text": [
+ "fatal: destination path 'PROTAC-Degradation-Predictor' already exists and is not an empty directory.\n",
+ " Preparing metadata (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
+ " Building wheel for protac-degradation-predictor (setup.py) ... \u001b[?25l\u001b[?25hdone\n"
+ ]
+ }
+ ],
+ "source": [
+ "!git clone https://github.com/ribesstefano/PROTAC-Degradation-Predictor.git\n",
+ "!pip install ./PROTAC-Degradation-Predictor -qqq"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "source": [
+ "## Setup\n",
+ "\n",
+ "Let's import the required packages:"
+ ],
+ "metadata": {
+ "id": "Kvq5ljqLKwzI"
+ }
+ },
+ {
+ "cell_type": "code",
+ "source": [
+ "import protac_degradation_predictor as pdp\n",
+ "import torch\n",
+ "from rdkit import Chem"
+ ],
+ "metadata": {
+ "id": "hkucKE6SKweE"
+ },
+ "execution_count": 36,
+ "outputs": []
+ },
+ {
+ "cell_type": "markdown",
+ "source": [
+ "## Loading Curated Dataset\n",
+ "\n",
+ "The curated dataset can be loaded via the following code:"
+ ],
+ "metadata": {
+ "id": "egrArJi_KdBU"
+ }
+ },
+ {
+ "cell_type": "code",
+ "source": [
+ "protac_df = pdp.load_curated_dataset()\n",
+ "display(protac_df.head())"
+ ],
+ "metadata": {
+ "colab": {
+ "base_uri": "https://localhost:8080/",
+ "height": 627
+ },
+ "id": "_jzpk3GcKjqI",
+ "outputId": "9c8d6616-7f14-49ee-ba8b-e3056f9613ef"
+ },
+ "execution_count": 29,
+ "outputs": [
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+ " Compound ID Uniprot Smiles \\\n",
+ "0 1 Q07817 Cc1ncsc1-c1ccc([C@H](C)NC(=O)[C@@H]2C[C@@H](O)... \n",
+ "1 2 Q07817 Cc1ncsc1-c1ccc([C@H](C)NC(=O)[C@@H]2C[C@@H](O)... \n",
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+ {
+ "cell_type": "markdown",
+ "source": [
+ "The dataset includes entries for which either (or both) $pDC_{50}$ or $D_{max}$ information about PROTAC are available. We can isolate data for which we know both information:"
+ ],
+ "metadata": {
+ "id": "PH-Z81ffLBAw"
+ }
+ },
+ {
+ "cell_type": "code",
+ "source": [
+ "pDC50_threshold = 6.0\n",
+ "Dmax_threshold = 0.6\n",
+ "\n",
+ "protac_df['E3 Ligase'] = protac_df['E3 Ligase'].str.replace('Iap', 'IAP')\n",
+ "protac_df['Active'] = protac_df.apply(\n",
+ " lambda x: pdp.is_active(x['DC50 (nM)'], x['Dmax (%)'], pDC50_threshold=pDC50_threshold, Dmax_threshold=Dmax_threshold), axis=1\n",
+ ")\n",
+ "\n",
+ "protac_df = protac_df[~protac_df['Active'].isna()]\n",
+ "\n",
+ "relevant_cols = ['Uniprot', 'Cell Line Identifier', 'Smiles', 'E3 Ligase', 'DC50 (nM)', 'Dmax (%)', 'Active']\n",
+ "display(protac_df[relevant_cols])"
+ ],
+ "metadata": {
+ "colab": {
+ "base_uri": "https://localhost:8080/",
+ "height": 419
+ },
+ "id": "QyLc-ytILAEt",
+ "outputId": "313cc425-aa45-4b7e-fb4d-bb94168ac3ee"
+ },
+ "execution_count": 31,
+ "outputs": [
+ {
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+ "data": {
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+ "4 Q07817 MOLT-4 \n",
+ "7 Q07817 MOLT-4 \n",
+ "60 P00533 H1975/WR \n",
+ "69 P00533 H1975/WR \n",
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+ "application/vnd.google.colaboratory.intrinsic+json": {
+ "type": "dataframe",
+ "summary": "{\n \"name\": \"display(protac_df[relevant_cols])\",\n \"rows\": 857,\n \"fields\": [\n {\n \"column\": \"Uniprot\",\n \"properties\": {\n \"dtype\": \"category\",\n \"num_unique_values\": 68,\n \"samples\": [\n \"Q15022\",\n \"Q07820\",\n \"Q16288\"\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n },\n {\n \"column\": \"Cell Line Identifier\",\n \"properties\": {\n \"dtype\": \"category\",\n \"num_unique_values\": 90,\n \"samples\": [\n \"OVCAR-8\",\n \"MOLT4/P\",\n \"SW480\"\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n },\n {\n \"column\": \"Smiles\",\n \"properties\": {\n \"dtype\": \"string\",\n \"num_unique_values\": 571,\n \"samples\": [\n \"CN(c1ccc(C#N)c(Cl)c1)[C@H]1CC[C@H](NC(=O)c2ccc(N3CCN(C4CN(c5ccc6c(c5)C(=O)N(C5CCC(=O)NC5=O)C6=O)C4)CC3)cc2)CC1\",\n \"CN1CC(Nc2cnn(C)c(=O)c2Br)CC(c2ccc(C(=O)N(C)CCCN(C)c3ccc(CCCOc4cccc5c4C(=O)N(C4CCC(=O)NC4=O)C5=O)cc3)cc2)C1\",\n \"COc1cc(-c2cn(C)c(=O)c3cnccc23)cc(OC)c1CN1CCN(CCOCCOCCOc2cc(-c3scnc3C)ccc2CNC(=O)[C@@H]2C[C@@H](O)CN2C(=O)[C@@H](NC(=O)C2(C#N)CC2)C(C)(C)C)CC1\"\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n },\n {\n \"column\": \"E3 Ligase\",\n \"properties\": {\n \"dtype\": \"category\",\n \"num_unique_values\": 8,\n \"samples\": [\n \"Ubr1\",\n \"cIAP1\",\n \"VHL\"\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n },\n {\n \"column\": \"DC50 (nM)\",\n \"properties\": {\n \"dtype\": \"number\",\n \"std\": 9644.906857535914,\n \"min\": 0.01,\n \"max\": 100000.0,\n \"num_unique_values\": 346,\n \"samples\": [\n 1160.0,\n 790.0,\n 74.5\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n },\n {\n \"column\": \"Dmax (%)\",\n \"properties\": {\n \"dtype\": \"number\",\n \"std\": 29.440753372765272,\n \"min\": 0.03,\n \"max\": 100.0,\n \"num_unique_values\": 155,\n \"samples\": [\n 25.3,\n 66.5,\n 36.0\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n },\n {\n \"column\": \"Active\",\n \"properties\": {\n \"dtype\": \"category\",\n \"num_unique_values\": 2,\n \"samples\": [\n false,\n true\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n }\n ]\n}"
+ }
+ },
+ "metadata": {}
+ }
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "source": [
+ "## Predicting Protein Degradation\n",
+ "\n",
+ "First, let's get the device to run the models onto."
+ ],
+ "metadata": {
+ "id": "HZpq9ETn2gwy"
+ }
+ },
+ {
+ "cell_type": "code",
+ "source": [
+ "device = 'cuda' if torch.cuda.is_available() else 'cpu'\n",
+ "print(f'Device to offload computations to: {device.upper()}')"
+ ],
+ "metadata": {
+ "colab": {
+ "base_uri": "https://localhost:8080/"
+ },
+ "id": "g3jDe_gd-R-f",
+ "outputId": "c2b0cf54-d92e-4a54-ae9d-d8c8bc88c609"
+ },
+ "execution_count": 23,
+ "outputs": [
+ {
+ "output_type": "stream",
+ "name": "stdout",
+ "text": [
+ "Device to offload computations to: CPU\n"
+ ]
+ }
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "source": [
+ "We can now have a simple example involving the following PROTAC molecule:"
+ ],
+ "metadata": {
+ "id": "RZWIgEQJHStH"
+ }
+ },
+ {
+ "cell_type": "code",
+ "source": [
+ "example = protac_df.sample(1, random_state=42)\n",
+ "display(example[relevant_cols])"
+ ],
+ "metadata": {
+ "colab": {
+ "base_uri": "https://localhost:8080/",
+ "height": 80
+ },
+ "id": "IwznJ4mQMOHv",
+ "outputId": "5c550187-16bf-40af-8677-6b3d0cd7fcf0"
+ },
+ "execution_count": 34,
+ "outputs": [
+ {
+ "output_type": "display_data",
+ "data": {
+ "text/plain": [
+ " Uniprot Cell Line Identifier \\\n",
+ "1871 Q92769 HCT116-53BPI(+/-) \n",
+ "\n",
+ " Smiles E3 Ligase DC50 (nM) \\\n",
+ "1871 Cc1ncsc1-c1ccc(CNC(=O)[C@@H]2C[C@@H](O)CN2C(=O... VHL NaN \n",
+ "\n",
+ " Dmax (%) Active \n",
+ "1871 23.0 False "
+ ],
+ "text/html": [
+ "\n",
+ " \n",
+ "
\n",
+ "\n",
+ "
\n",
+ " \n",
+ " \n",
+ " | \n",
+ " Uniprot | \n",
+ " Cell Line Identifier | \n",
+ " Smiles | \n",
+ " E3 Ligase | \n",
+ " DC50 (nM) | \n",
+ " Dmax (%) | \n",
+ " Active | \n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " 1871 | \n",
+ " Q92769 | \n",
+ " HCT116-53BPI(+/-) | \n",
+ " Cc1ncsc1-c1ccc(CNC(=O)[C@@H]2C[C@@H](O)CN2C(=O... | \n",
+ " VHL | \n",
+ " NaN | \n",
+ " 23.0 | \n",
+ " False | \n",
+ "
\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
\n",
+ "
\n"
+ ],
+ "application/vnd.google.colaboratory.intrinsic+json": {
+ "type": "dataframe",
+ "summary": "{\n \"name\": \"display(example[relevant_cols])\",\n \"rows\": 1,\n \"fields\": [\n {\n \"column\": \"Uniprot\",\n \"properties\": {\n \"dtype\": \"string\",\n \"num_unique_values\": 1,\n \"samples\": [\n \"Q92769\"\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n },\n {\n \"column\": \"Cell Line Identifier\",\n \"properties\": {\n \"dtype\": \"string\",\n \"num_unique_values\": 1,\n \"samples\": [\n \"HCT116-53BPI(+/-)\"\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n },\n {\n \"column\": \"Smiles\",\n \"properties\": {\n \"dtype\": \"string\",\n \"num_unique_values\": 1,\n \"samples\": [\n \"Cc1ncsc1-c1ccc(CNC(=O)[C@@H]2C[C@@H](O)CN2C(=O)[C@@H](NC(=O)COCCCCCCCCCOCC(=O)Nc2ccc(C(=O)Nc3ccc(F)cc3N)cc2)C(C)(C)C)cc1\"\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n },\n {\n \"column\": \"E3 Ligase\",\n \"properties\": {\n \"dtype\": \"string\",\n \"num_unique_values\": 1,\n \"samples\": [\n \"VHL\"\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n },\n {\n \"column\": \"DC50 (nM)\",\n \"properties\": {\n \"dtype\": \"number\",\n \"std\": null,\n \"min\": null,\n \"max\": null,\n \"num_unique_values\": 0,\n \"samples\": [],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n },\n {\n \"column\": \"Dmax (%)\",\n \"properties\": {\n \"dtype\": \"number\",\n \"std\": null,\n \"min\": 23.0,\n \"max\": 23.0,\n \"num_unique_values\": 1,\n \"samples\": [],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n },\n {\n \"column\": \"Active\",\n \"properties\": {\n \"dtype\": \"string\",\n \"num_unique_values\": 1,\n \"samples\": [],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n }\n ]\n}"
+ }
+ },
+ "metadata": {}
+ }
+ ]
+ },
+ {
+ "cell_type": "code",
+ "source": [
+ "protac_smiles = example['Smiles'].iloc[0]\n",
+ "print(f'PROTAC SMILES: {protac_smiles}')\n",
+ "display(Chem.MolFromSmiles(protac_smiles))"
+ ],
+ "metadata": {
+ "colab": {
+ "base_uri": "https://localhost:8080/",
+ "height": 184
+ },
+ "id": "QCNDkTBQHmzl",
+ "outputId": "194e463a-77e4-4bb5-f173-2442321a3c6e"
+ },
+ "execution_count": 43,
+ "outputs": [
+ {
+ "output_type": "stream",
+ "name": "stdout",
+ "text": [
+ "PROTAC SMILES: Cc1ncsc1-c1ccc(CNC(=O)[C@@H]2C[C@@H](O)CN2C(=O)[C@@H](NC(=O)COCCCCCCCCCOCC(=O)Nc2ccc(C(=O)Nc3ccc(F)cc3N)cc2)C(C)(C)C)cc1\n"
+ ]
+ },
+ {
+ "output_type": "display_data",
+ "data": {
+ "text/plain": [
+ ""
+ ],
+ "image/png": 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\n"
+ },
+ "metadata": {}
+ }
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "source": [
+ "The \"biological context\" will be:\n",
+ "- a VHL E3 ligase\n",
+ "- protein P04637 (Uniprot) as POI\n",
+ "- in HeLa cell line"
+ ],
+ "metadata": {
+ "id": "rPgch0R9H9Uo"
+ }
+ },
+ {
+ "cell_type": "code",
+ "source": [
+ "e3_ligase = example['E3 Ligase'].iloc[0]\n",
+ "target_uniprot = example['Uniprot'].iloc[0]\n",
+ "cell_line = example['Cell Line Identifier'].iloc[0]\n",
+ "\n",
+ "print(f'E3 Ligase: {e3_ligase}')\n",
+ "print(f'POI: {target_uniprot}')\n",
+ "print(f'Cell line: {cell_line}')"
+ ],
+ "metadata": {
+ "colab": {
+ "base_uri": "https://localhost:8080/"
+ },
+ "id": "rz58I--GITr4",
+ "outputId": "f15a9991-3c13-4bfb-a43b-11ab212a1c73"
+ },
+ "execution_count": 46,
+ "outputs": [
+ {
+ "output_type": "stream",
+ "name": "stdout",
+ "text": [
+ "E3 Ligase: VHL\n",
+ "POI: Q92769\n",
+ "Cell line: HCT116-53BPI(+/-)\n"
+ ]
+ }
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "source": [
+ "Given the PROTAC SMILES and its biological context, we can predict its activity.\n",
+ "\n",
+ "Please note that a PROTAC has been defined active when both the following conditions are true:\n",
+ "- $pDC_{50} \\ge 6.0$\n",
+ "- $D_{max} \\ge 60\\%$"
+ ],
+ "metadata": {
+ "id": "J2Z8JL9XIU8u"
+ }
+ },
+ {
+ "cell_type": "code",
+ "source": [
+ "true_activity = example['Active'].iloc[0]\n",
+ "\n",
+ "active_protac = pdp.is_protac_active(\n",
+ " protac_smiles,\n",
+ " e3_ligase,\n",
+ " target_uniprot,\n",
+ " cell_line,\n",
+ " device=device,\n",
+ " proba_threshold=0.5, # Default value\n",
+ ")\n",
+ "print(f'The given PROTAC is predicted {\"active\" if active_protac else \"inactive\"} (True activity: {\"active\" if true_activity else \"inactive\"}).')"
+ ],
+ "metadata": {
+ "colab": {
+ "base_uri": "https://localhost:8080/"
+ },
+ "id": "EaIP3Q4jysSC",
+ "outputId": "8362f45e-4bfd-4595-a2eb-393195544372"
+ },
+ "execution_count": 47,
+ "outputs": [
+ {
+ "output_type": "stream",
+ "name": "stdout",
+ "text": [
+ "The given PROTAC is predicted inactive (True activity: inactive).\n"
+ ]
+ },
+ {
+ "output_type": "stream",
+ "name": "stderr",
+ "text": [
+ "/usr/local/lib/python3.10/dist-packages/sklearn/base.py:318: UserWarning: Trying to unpickle estimator StandardScaler from version 1.2.0 when using version 1.2.2. This might lead to breaking code or invalid results. Use at your own risk. For more info please refer to:\n",
+ "https://scikit-learn.org/stable/model_persistence.html#security-maintainability-limitations\n",
+ " warnings.warn(\n"
+ ]
+ }
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "source": [
+ "If one is interested in the _probability_ of the PROTAC being active, we can run the function `get_protac_active_proba`.\n",
+ "\n",
+ "The function returns the predictions of three models, along side with their mean and majority vote prediction (both as Numpy arrays):"
+ ],
+ "metadata": {
+ "id": "89MZyDJZJJBM"
+ }
+ },
+ {
+ "cell_type": "code",
+ "source": [
+ "prediction = pdp.get_protac_active_proba(\n",
+ " protac_smiles,\n",
+ " e3_ligase,\n",
+ " target_uniprot,\n",
+ " cell_line,\n",
+ " device=device,\n",
+ ")\n",
+ "\n",
+ "active_protac_prob = prediction[\"mean\"][0]\n",
+ "\n",
+ "if not active_protac:\n",
+ " active_protac_prob = 1 - active_protac_prob\n",
+ "\n",
+ "print(f'The given PROTAC is {\"active\" if active_protac else \"inactive\"} with probability: {active_protac_prob:.3f}')"
+ ],
+ "metadata": {
+ "colab": {
+ "base_uri": "https://localhost:8080/"
+ },
+ "id": "lqnMQA1GI0W4",
+ "outputId": "d4271cda-11d1-439b-de05-f2474e14f61f"
+ },
+ "execution_count": 55,
+ "outputs": [
+ {
+ "output_type": "stream",
+ "name": "stdout",
+ "text": [
+ "The given PROTAC is inactive with probability: 0.818\n"
+ ]
+ },
+ {
+ "output_type": "stream",
+ "name": "stderr",
+ "text": [
+ "/usr/local/lib/python3.10/dist-packages/sklearn/base.py:318: UserWarning: Trying to unpickle estimator StandardScaler from version 1.2.0 when using version 1.2.2. This might lead to breaking code or invalid results. Use at your own risk. For more info please refer to:\n",
+ "https://scikit-learn.org/stable/model_persistence.html#security-maintainability-limitations\n",
+ " warnings.warn(\n"
+ ]
+ }
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "source": [
+ "One can also inspect the single predictions by each model, like so:"
+ ],
+ "metadata": {
+ "id": "b9zp2gXcPm7g"
+ }
+ },
+ {
+ "cell_type": "code",
+ "source": [
+ "for i, pred in enumerate(prediction['preds']):\n",
+ " print(f'Model n.{i} prediction: {pred:.4f}')"
+ ],
+ "metadata": {
+ "colab": {
+ "base_uri": "https://localhost:8080/"
+ },
+ "id": "IIo_rY0dPmX_",
+ "outputId": "7c28672c-3e81-40da-8e4c-99120b057715"
+ },
+ "execution_count": 57,
+ "outputs": [
+ {
+ "output_type": "stream",
+ "name": "stdout",
+ "text": [
+ "Model n.0 prediction: 0.1702\n"
+ ]
+ }
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "source": [
+ "### Batch Processing\n",
+ "\n",
+ "To speed up computation, multiple PROTACs can be processed in \"one shot\" by simply passing them as lists, as follows:"
+ ],
+ "metadata": {
+ "id": "kkztgPOYOe9y"
+ }
+ },
+ {
+ "cell_type": "code",
+ "source": [
+ "batch_size = 16\n",
+ "\n",
+ "examples = protac_df.sample(batch_size, random_state=42)"
+ ],
+ "metadata": {
+ "id": "DyDmOyZhO-by"
+ },
+ "execution_count": 58,
+ "outputs": []
+ },
+ {
+ "cell_type": "code",
+ "source": [
+ "predictions = pdp.get_protac_active_proba(\n",
+ " protac_smiles=examples['Smiles'].tolist(),\n",
+ " e3_ligase=examples['E3 Ligase'].tolist(),\n",
+ " target_uniprot=examples['Uniprot'].tolist(),\n",
+ " cell_line=examples['Cell Line Identifier'].tolist(),\n",
+ " device=device,\n",
+ ")['majority_vote']\n",
+ "\n",
+ "for smiles, active in zip(examples['Smiles'].tolist(), predictions):\n",
+ " display(Chem.MolFromSmiles(smiles))\n",
+ " print(f'{\"Active\" if active else \"Inactive\"}')\n",
+ " print('-' * 80)"
+ ],
+ "metadata": {
+ "colab": {
+ "base_uri": "https://localhost:8080/",
+ "height": 1000
+ },
+ "id": "fdZyWYm4RB-V",
+ "outputId": "45f96591-c56d-4950-fdef-c4204582d3dd"
+ },
+ "execution_count": 59,
+ "outputs": [
+ {
+ "output_type": "stream",
+ "name": "stderr",
+ "text": [
+ "/usr/local/lib/python3.10/dist-packages/sklearn/base.py:318: UserWarning: Trying to unpickle estimator StandardScaler from version 1.2.0 when using version 1.2.2. This might lead to breaking code or invalid results. Use at your own risk. For more info please refer to:\n",
+ "https://scikit-learn.org/stable/model_persistence.html#security-maintainability-limitations\n",
+ " warnings.warn(\n"
+ ]
+ },
+ {
+ "output_type": "display_data",
+ "data": {
+ "text/plain": [
+ ""
+ ],
+ "image/png": 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\n"
+ },
+ "metadata": {}
+ },
+ {
+ "output_type": "stream",
+ "name": "stdout",
+ "text": [
+ "Inactive\n",
+ "--------------------------------------------------------------------------------\n"
+ ]
+ },
+ {
+ "output_type": "display_data",
+ "data": {
+ "text/plain": [
+ ""
+ ],
+ "image/png": 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\n"
+ },
+ "metadata": {}
+ },
+ {
+ "output_type": "stream",
+ "name": "stdout",
+ "text": [
+ "Inactive\n",
+ "--------------------------------------------------------------------------------\n"
+ ]
+ },
+ {
+ "output_type": "display_data",
+ "data": {
+ "text/plain": [
+ ""
+ ],
+ "image/png": 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\n"
+ },
+ "metadata": {}
+ },
+ {
+ "output_type": "stream",
+ "name": "stdout",
+ "text": [
+ "Inactive\n",
+ "--------------------------------------------------------------------------------\n"
+ ]
+ },
+ {
+ "output_type": "display_data",
+ "data": {
+ "text/plain": [
+ ""
+ ],
+ "image/png": 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\n"
+ },
+ "metadata": {}
+ },
+ {
+ "output_type": "stream",
+ "name": "stdout",
+ "text": [
+ "Inactive\n",
+ "--------------------------------------------------------------------------------\n"
+ ]
+ },
+ {
+ "output_type": "display_data",
+ "data": {
+ "text/plain": [
+ ""
+ ],
+ "image/png": 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\n"
+ },
+ "metadata": {}
+ },
+ {
+ "output_type": "stream",
+ "name": "stdout",
+ "text": [
+ "Active\n",
+ "--------------------------------------------------------------------------------\n"
+ ]
+ },
+ {
+ "output_type": "display_data",
+ "data": {
+ "text/plain": [
+ ""
+ ],
+ "image/png": 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\n"
+ },
+ "metadata": {}
+ },
+ {
+ "output_type": "stream",
+ "name": "stdout",
+ "text": [
+ "Active\n",
+ "--------------------------------------------------------------------------------\n"
+ ]
+ },
+ {
+ "output_type": "display_data",
+ "data": {
+ "text/plain": [
+ ""
+ ],
+ "image/png": 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\n"
+ },
+ "metadata": {}
+ },
+ {
+ "output_type": "stream",
+ "name": "stdout",
+ "text": [
+ "Inactive\n",
+ "--------------------------------------------------------------------------------\n"
+ ]
+ },
+ {
+ "output_type": "display_data",
+ "data": {
+ "text/plain": [
+ ""
+ ],
+ "image/png": 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\n"
+ },
+ "metadata": {}
+ },
+ {
+ "output_type": "stream",
+ "name": "stdout",
+ "text": [
+ "Inactive\n",
+ "--------------------------------------------------------------------------------\n"
+ ]
+ },
+ {
+ "output_type": "display_data",
+ "data": {
+ "text/plain": [
+ ""
+ ],
+ "image/png": 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0yckh9fWEXjwsKyONjYQO0SorNbrEpByGAMCKFSs0yZyOdaKiiEhEdu4k69eTe+pesjp06BDNisPhWFlZ0fRcXV3j4uI6tEp14I8/6FCCy+V+8MEH9fX1GRkZfD6/oxdkDxw4QOPo6elFRka2Hh2Xl5c/NqRSrgM+KT4+/pmDIzqksrCwUA6p7vzzyBeFQrF9+3YbGxsAMDQ0jI6Obv8yiFwuj4+Pd3V1pb/G0aNHnz59WhnH2tqafsCoeEhXi8REMmwYMTcnZ8+S998nGRkkIoJkZpJ+/UhMjKpXzVtJS0ujUyKKw+HExsZqsiJZUFBAm04sXLjwyVPLVKFQKOLj493d3VeuXEmbAXl7e6udT/fSXctofX39zp07p06dqlwmmzZt17vvkmcODtTWehhibW3NYrHoH222Wvue/vc/0rcvuXCBREURuZzMmEE++4yYmhJ/f9Kh1cg2B0cJCQleXl70i2+MG0cOHHh2oKIiwud/7edHRxOPLYmmpKS89NJLqqweFhYWzpgx45mDI+XqIR3qCoXCano5+ZHs7OwpU6bQOBMmTHjmIsDDhw+FQqGhoSH9DAgNDaUXyrOyspSZT5o06U77h2q10tTUtH79eltbW/pcX19fuqoAAK+99ho9CbFjFAqSkUG++YZkZRFCyNmzZOdOTT7Sr1+/Tj8Y6Idcs8anL/z73/8GAIFA4OrqGhUVpV6Q5ubmurq67Oxs+kGuYUrdRbcsoykpKfTkTgDQ19efNWvW/v37NX8bPZVcnrZjBx3vmJiYvPXWW46OjvBoZx+Px3vvvfeUq1TPJJORxYuJrS0BIN7e5NdfCSHk+nXy3/8SC4uWa6xBQSQj4xlx6OCIjj2fHBzRIZWbm9sVOqMcNYr8+edTE4qNJaamBEBqZRX39MusiYmJw4cPp7/2Jy/I0ktJdFZoYWGhyuDo9u3byqGutbV1TExMY2Njc3NzbGyssbExAFhaWir32aiisLAwIiKCnmBoaGjo4eFBh712dna7du1SMUhrytVDFovFZrPt7e23b9+uRpy//fILoesJ+/aRtq4mqS4zMxMA+vXrRy891dTUaJQYIe+++y4A0B7nYWFhmoQqKioCAHt7ew1T6i66ZRl9+eWX6Xv6559/Vnu7n6pu3SKjRxN9/QBXV39//4CAAOUC0KFDhx4bUj1z9fDBAzJmDOHxiLExMTYmgYH/+G5lJREKiZFRyyWHZcsKCgoKnpLUrdGjR9NMAgMD7z1lOaCpqUm6cSPp1atlDe6VV8j16/94xI0bZOTIlu8GBpKn/LjWEhMTlVeNvL296erh1atXlRU2MDCwsLDwmXGUWl/b6dWrFx0Aslis8PDwx/bZqCgvL08gENDlVHopqaKiQo04SiUlJbNmzQoPDy/T/OpkXR2JjCRr15Lly9WYy7dWUFAAAH369LGzswMA1T/In+aDDz4AgJCQEADg8/mahKqqqqKfphqm1F10yzJKrwweO3ZMuz+moYGsXNly7KeDQ9E775g92hr9/fffK4da6enpKq4e7tmTbGIiMzQkFhYkKoo87XJ6WRkRCom+Phk9+s3HLsiSf+6zUXVwJBaTtWuJmRkBIHp65M4d8tln5NNPyaFDJCqq5b4WVSb+j0il0s2bN/fp04fWPgsLC1qzXF1d1f6fkpiYOHToUBaLxeFwXF1dT5w4oV4cpb179y5ZsmTTpk0axumyysvL6SieLos/uQWqo6KjowFg7ty5APDqq69qEqqpqYlO1DRMqbvolmWUXi4oKirS4s84darllk82mwQHk2HDCIBo7NjAwMA2R4gXL16cPHkyLStOTk4ikUgq/fuwZYVCsXLlSmtrWyurix988NQC2lpWlmzu3Lm0PJmZma1du1YsFiclJXl6esKjfTYdm8dVVJD33yfvvENWr265mPXee6SoiERHt7/P5mkkEolIJKLLxGw2OzIyUqxWHCW5XB4TE/PVV189tk6K2lRXV0fXcwYMGAAAt2/f1jBgTEwMAAQHBwPA5MmTNYxGZ2lq3x/RvXS/MlpcXEzHfdr9MXFxLYuXwcGEy6VDNumhQ+0/KTExcdiwYbSYenp6bt++XS6XV1dXjxgxolevXsuWLetoobl+/bpyGYHuu6SXki5evKj+S1u4sOVfvvuOdHx/zGMKCws3bdqkxk3fSENyuTxuwoRdEyacCAlJnDix/No1DQNu2LCBTucBYPTo0RpGo6vbmm9h7ha6Xxk9fvw4APj5+Wkl+t695OOPyfLl5MwZsmbN31ujo6JUHLIpFIo9e/b069ePljwbGxt3d/eIiAhNRljffvstnSLRKyea3rb81Vfk2jUil5O33yZMdOVAOqOvTwDImDEEgKh7e5jSpk2bAIButPDx8dEwGp0yMrCa3B10v0Z5yi1pWol+7Bh8/jl8/TXs2AHh4fDwIQweDOfPw7p1YGKiSgAWizV79uzbt29v377dwMCgoqIiICBg06ZN9F4R9dCjoencjcViaXoaytKlcP48fPklLFrU0vIPdVP0fx99P2jct9HIyAgAZDIZADRqHI1uPtM8TrfQ/Q4RSUtLA4aO+XwcIfBo4gxcLvTtC6dPw5AhahwYwuVyw8LCzp0793//93/Kkana6DuSx+OxWKzGxkZCiLKLmjr09GDxYg1TQl2CoSFUVYG+PgADZZS+zaRSKTBR/mhRxjLaRWlxNMpiAZcLV69CdTXY2QEAPNrEox46AmXwg11fX7+pqUkikdBb99Dzjh7DQD/7GXqbNTc3A0CDxkc70GiaxwEAqKqCxERwdoZHzbS6mm42qVcoFBkZGSwWS3mXDsPWrYP8fGhuhuhozYMx9U5SfrA/VxMl9Gy0jHK5AAycaUPfZrSMavIeo7cwMfZelUphyRIYNAhu3YJduzSNph3drIzm5OQ0NDT06dOH3lPEPB4PZs6EV14BTWbNjzD1TlKWYyY/4VEPYGkJlpZgawuurqDxBEU5GmWxWPRm345GKCoqmjlz5uDBg+/du0cnTBq9VwsLISMDsrNh2DDo3x8EAjhzRv1o2tTNyiid0WtlYVQLmCqjdoaGMju7Qi63yNSUADhiGUXUmTPw/ffg4gI//AAanyFOb5x9+PBhYmLin3/+2aHnymSyb775xtPTMyEhgcfjbd68+fLly46OjgsWLNi7d2+HU1EoYNMm8PKC4GAwMYHycgCA2toue0W0W5ZRbV2mZxpTq+wcIyNOaSm7rKzlmmxTk+a5oZ7g8GFQKODjj+HCBcjM1DCYXC5nsVi5ubm0/aDqlzGvX78+evRo2hJs0qRJ3t7eX3zxRV1dnVgszs3NffPNN/38/M6fP69qHtevw8iRsGAB1NaCoyOcOwfW1rB2LXzyCURGqvnatE3XO646JigoCAB27typ60RUsmPHDgCYN28eA7HYbAJAfH0JANFk7z3qSdauJbR9wZ9/kj17NI8XEhJCx6R6enoLFix45o2CdXV1QqGQ3rDUt2/fBQsWtO4p09TUJBKJ6C3/AODv73/9sZYO/1QvFpOoKOXdLiQigpiYECMjovF9rtrWncpoQ0ODi4sLANy8eVPXuaiETmdmzZrFQCxjYwJAxo0jACQpiYGAqAfYs6elTVRs7ONNZ9RVWFgoEAholyza0qH0KcdJHThwgPZV4HK5fD6f7msGAD6f33rXPW3XTXet0HbdWbRV4D8dOnTIxcXl3pgxhM0m06eTF19s6Zgzdy5R8Twr3ekeZfTKlSuRkZHW1tb6+vrGxsbLly/vFmdmHT58GAACAgIYiGVjQwDISy8RAA0brKGeQyYj69aRL74gv/zCbODMzMzQ0FDa0sHExEQoFLZu4FBUVETnhQDg4+MTHBxMH+nm5va0njIVFRVCoZBed9LT02t9Mk3raMGTJklCQ1vmXq6upCOdbrZsIXI5KSoi6ektz6urI+fOqf9LUF2XLqN37txZtWqVsts8ALi7u9MZRHBwcNc/F5uu00+cOJGBWH36EAAybRoBIL/9xkBAhJ4lNTVVeWhd65NpPvnkEwAwNzdfuHAh7b1LjydofNYhUAUFBY/1lvzpp5+UPXPDw8P79OkTN368KidTPenll8mmTeTCBbJrV8uBuyUl5PPP1X3xHdEVy2hVVdX27dv9/f2Vi9xOTk5CoTAzM7OoqGjx4sV0t9OQIUOe1o6zi7hw4QIAjBw5koFYIhH58UeyezeJjydqtF5HSF2tG8I6OzuLRCKxWBweHj5p0iT6xXHjxnWov9Tt27enT59O/7rpP6dMmeLv70+jjR0zRpKaqkae779Pli8n+/eTXbvIq6+Szz8nK1c+f2VUIpEcOHCAz+cr7xk3MzMLDQ1NTEyk/c/lcvmIESPoaiM9N8bBwUHzE4C15+bNmwAwaNAgBmLdvUsWLCA//UQEAo0Ok0Ko4xQKRUJCgvIYFSsrKzo9t7Ky2rx5s3pnN6WkpNDeknp6enRroLm5eWxsrNq99d5/n5SXk8mTdTAaZZGOb7JlXFZW1rvvvnvlypXKykoA4HK5U6ZMCQ0NfeONN+jvV+nIkSNz5sypra0dOXIkh8M5f/68sbFxXFyc8vyfLiUrK6tfv36urq5JSUkymay6uloul9fU1Eil0rq6uqampsbGxvr6+ubm5traWrlcPmTIkNmzZ7cd66OPICoKbGxgyxYYMAAetb5HqNMoFIp9+/atWLHi/v37hJBZs2Z9//339MxBtQ0ZMuTGjRsAEBgY+NNPP9GTENUjEsGCBbB7N/TuDTdvwtKlUFkJhw+DuztcvAgLFmhx12mXKKPu7u55eXkKhWLgwIFhYWHh4eG9e/d+2oNv3br1+uuv5+fnv/DCC4MHD05ISGCxWKtXr46OjtaoYUdHbNy4MTc3t6GhoaGhQSKRiMXi1lVSJpOJxWKJRNLQ0MBideA3LBAIRCJR299bsQI+/hjMzSEuDl54AcaNY+zFINQRtbW1cXFx9vb2M2fO1DxaWFhYXFxcVFTUunXrNAx1/z78619gYwO7dz/+rS1bIDT0775DjNN9axKZTEY/3E6ePKk8xLEdgwYNunDhwvTp0y9dulRRUREREbFly5ZPP/00MzNz69atj41etWT37t103fOZCCEsFsvJyUlPT8/c3JzD4VhYWHC5XFNTU319fSMjI0NDQwMDAxMTEz09PV9f36cGCgmB6Gjw94ekJAgOZuyVINRBZmZmi5nrEEb/YDXvggYAcjmcPAkuLo9/fdcuUCigqUmLZVT3o9H09HQvLy83NzdjY2MHB4d9+/YZqTD4lkgkb7/99s6dOzkcTnh4+L59+2pqakaNGvXHH38ot/tqz+7dux88eGBsbNy6CJqZmXE4HEtLSw6HY2ZmxuPx2Gy2kZGRgYEBM81EKiuhoAAGDgQN+40i1GUsXbp0w4YN69evX7p0qYahSkuhd2/o1QtKSxlJrQN0Pxql93d6eHgcO3assLBQlRoKAPr6+jt27PD29v7oo4+2bNkyc+bMq1evXrx4cfjw4XFxcRMnTtRqznPmzFHlYXQoKpFIFAoF3VinESsrsLLSNAhCXQmDbUlp5dBJ+zPd31NPy6ilpSV0sOcIi8USCoW//vqrkZHR77//3rt3b19f38LCwqlTp4rFYm2l2xEsFsvAwIA8OigRIfQYOzv/8ePj9PUZWOun63k66duj+zJKu9nTHblqtG4KCgpKTk52cHBITU3duHGjoaGhTCY7e/Ys84mqBTuEItQOqXTy2bPzSkrGax6KywUuF+RykEo1D9bBH93ZP/AJdDRKT4tVrwPe8OHDL126dPv2bR8fn+bmZjabrcqlqs5hZGRUWVmJZRShNjE7hBw37tva2tKGhk/MzVU6OY0pOi6j9fX19+7d09fXz8/PBw064Dk6Ojo6Ol67dk0ul3t5edEuNV0BNlpGqB20jDI1zMjI+Kq0tLSxcVknl1EdT+rT0tIUCoWnp2dmZiaLxVLeJqGeLtiNFCf1CLWD2etCuvpz03EZpYWvb9++jY2Nzs7OGh4NosVDQ9X1XCUsNKkAAAyCSURBVJ2PiFBHMTup19Wfm44n9bTwmZmZARPlrwseMYKTeoTa0bcv8PkwZgwz0XT159YlRqMKhQKYK6M4qUeoK1uzBgDg9m3Yuxf+8x/4/HPg82HLFk3DEkLoH1pGRoamsTpI92ujAFBVVQUal7+qqqri4mJjY+PW/Ul1Dif1CD2mpASqqqCiAsRisLOD9etBJoOaGo1i5uTkTJ06NT093dbWdv78+W+++WZubi5D+T6bLstoaWlpWVmZubl5Tk4OaDwaVQ5FGbhfiDk4qUfoMffuwe7dcOwYAACPB9OntzQTOXJEnWtNzc3Nn332mbe3d2Jioo2NzdChQ7lc7t69ewcOHLhs2bJyeqqolumy4iQkJAAAl8s9derU8ePH+/fvr0m0LrgwCjipR+gJ/frBO+/Ao7b6MHUq3LkDZWXwxhvg4gL//S9IJKqGOnfu3NChQ1evXi2RSEJDQzMyMqZNm/byyy/Pnj1bJpPFxsa+8MILK1eurNFwrPtMndHU9Cny8/PpzUszZ86sq6vTMNqCBQsAIDY2lpHcmLJ169bQ0NBTp07pOhGEugp6su3Dh+TuXXLhAiGEFBeTX38lw4e3nGLn4UH27CHtN4OuqqqKjIykU093d/fExERCiFQqdXZ2BgA9PT0+nx8YGEibZ1pbW8fExGjv2CEdd79PSEiwtbUFgEGDBuWrezaGRCIhhIwdOxYAsGAh1E0pFGTvXtK/f0sxnT79ytGjR9t8ZHx8PG0XTc+AoidEUY+dbDp9+nRaGQDAyclJJBJJpVLGM9f9ISJZWVn0aFZ7e/uUlBTVn6g8sik4OFihUNA9p087DBYh1C3I5SQ+nrzwAhk8eCIAjB49+vTp08rv0ktJtCyOHz8+PT29zSB5eXkCgUB5suns2bN9fHzos/r37x8fH6/ewSdPo/sySgiprKykd8Hr6+vHxcW1/2CJRJKQkDBjxgzlkU12dna7d+8GABsbm85JGCGkVY2NsnXr1tnY2NC/8ddff/369euxsbHGxsYAYGlpKRKJnlkKHzvZdM6cOW5ubvQ/+/bt29zczFS2XaKMEkKkUul7770Hj9rftXkMPT2tXnn2C5vN9vPze+utt0aNGkWf+OKLL3Z+5gghLampqVm9erWJiQk8agLHYrHCwsLKyspUD5KUlERLBK2ey5cv53K5HA7np59+YirPrlJGKZFIpKenBwBBQUH19fX0i/fv34+JiWl9zMCAAQNCQkKmTJmi9+hYAAsLiwkTJhQVFek2f4QQ40pLS8PCwkxNTS0tLdW++JGYmOjj48PhcDIyMl599VUA2L9/P1MZdq0ySgg5ceIEXeUcPHgwPYZ+8ODBtFY6ODiEhYWFhIQoh/ocDsff33/79u3KmosQ6nmys7MBwNXV9V//+teMGTOqq6vVCCKTyc6fP08IefPNNwFgz549TKWn+7OYnpSVlfXaa6/duXPHwcHhjz/+uHz58smTJ62srJKTk+lvEwDoGaLz58/vhJOXEEK6VVJS4uDgYG9vz2azi4qKCgsLHR0d1Y721ltvbdu2bevWrfPnz2ckPd23bX6Sh4fHX3/9NWvWrOTk5AkTJri5udHrcQDQp0+fefPmhYaG0ov7CKHngfJuQLo/UsPbAhm/t7ArllEAsLa2Pnny5MKFC+Pj4zMzMw0MDAIDA0NDQwMCAuhKM0Lo+aG8G5CR2wIZv7ewi5ZRAOByucHBwb/88ou3t3dKSoqKJ4YihHoefX19DofT3NzMSAVkvGFQF+ri8STa/2n8+PFYQxF6zhkYGAAAPR+IkUn981JGu2D/UISQTtCxFL3phpFJPYNro92gjHa1pk0Ioc5Hax+DZfS5GI0qFIr09HQA8PLy0nUuCCEdo7WP3nGj4UDyOVobzcvLq6+vd3JysrKy0nUuCCEdo7WPtm7CSb2qcEaPEFKitY/ud1S7jMpkMoVC8RxN6rGMIoSUNC+j169fHzNmzM8//8z4pL7r7hulu53wMj1CCB5N6n18fAYPHqzsxKwisVi8atWqH374QS6XNzc3e3p6stnsO3fuMJUbjkYRQt1AQUEBi8XavHnzlClTxo0bp/oTDx486O3t/d1337FYLD6fL5VK4+PjAWDhwoWMJcdUjxNmNTU1cblcLpfb2Nio61wQQrqXlJRE996z2eyQkJCcnJxnPqWoqCgoKIgWOh8fn+DgYNoP383N7fDhwwzm1kXL6PXr1wFgwIABuk4EIdRVlJeXC4VCejuTnp6eQCAoLi5u85FyuVwkEpmZmQGAubl5RESEk5MTPDq7ifHBGZNltLCwkJ4up7kdO3YAAJ/PZyQaQqjHKCgoUB5aZ2RkJBQKq6qqWj/gxo0bI0eOpIPQyZMnT5o0if772LFj09LStJESk2V04sSJzs7OIpFIJpNpEiclJcXLy4vL5c6ePZup3BBCPUlGRgafz6fnJ1tZWSnPT37w4AEdrjo7O0dERNADSCwsLGJjY9s8mogRjJXRsrKygQMH0qo/aNCggwcPqhHk3Llz06ZNo0F4PJ6enl5CQgJTGSKEephLly7R0zABwNbWNiYmpqmp6cMPPwwJCRk6dCj9emBgYGFhoVbTYHI0KpfL4+PjXV1dafajRo1KSkpS8blnz54NDAykTzQxMREIBEuWLKHFVL2KjBB6Tpw4cWL48OG0eri5uQ0fPpxeSnJ1dT1+/HgnJMD8JSaJRCISiXr37k1flb+//9WrV9t5/NmzZ5WfJ6ampiEhIX5+fgMGDJDL5UKhkFbSI0eOMJ4nQqgnSUxMpPsjWSwWl8uNjIwUi8Wd86O1daW+rq4uJibG3Nycvio+n3/37t3HHpOYmKg8+NTMzIzP5/v6+tL/tLKySk9PVygUixcvpuPT/Py/tJQqQqhnkEql77777rx58zp5CqvdDU8VFRVCoVDZmkUgEBQVFSkUigMHDowYMYJWTBsbm9DQ0GHDhin/Mzo6WnnpTaFQCAQR//3v+GvXjMXiM1rNFiGE1NAZJ4Pev39/zZo127dvl8vlhoaGNjY29+/fB4DevXsHBATcuHHj2rVrAGBra/vOO+9ERUXR3V6tKPLywisrd3I45h4eicbGvtpOGCGEVNd5ByzfuXPnk08+2bdvn5WVFSEkICDgypUrGRkZAODo6LhixYqIiAg6bn0SIfJ790IrK3dzOBb9+p0yMhraOTkjhNAzdfY59YGBgYcPH962bVtubu7atWudnZ2joqIEAsHTCqgSIdLcXH519X4ut5enZ7KBQf/OSRghhNrX2R2efHx8Dh8+nJ+fv3TpUmdn57CwMNrO+plYLD1X1/icnJkSSZ5CIS4ujjYw8LSymqvthBFCqH2dXUbd3d0BIDs729LS8t///neHnsti8Vxd9yoUjcXFqxwcPuNwTLSTI0IIdUBnN8pTllH1ns5mG3K5VtbWoUVFK6qqfmc0NYQQUoduymhWVpYmQYyNR7u4/FJTc5ihpBBCSH2dPam3t7efMiWprs61uppYWLDUiCCX19TWHmtszDAxGc94eggh1FE6OESkrGzijRuQnQ2P7oLtgObm++np3tbW4X36bABQpwojhBCzdHCIiLs7AIB6q6MlJWvk8lqZrBJrKEKoi9BZGVVjdbSp6e7DhztYLD0Hh08ZzwohhNSjszKak9PhJxYXf0SIzMYmQl/fjfGsEEJIPd1mNFpXd6Wq6nc228je/mNtZIUQQurhrFmzprN/JAfs7CAkBMzNoawMwsMhLQ0qKgAALC2Bw2n7WUFBb+vp2fv4hFpbB3Zmtggh1L7OvqceAHbvht9/h717YdkymDABZs78+1s8Hkyb9raxccOgQYO8vb29vb379u0LAMnJyRMnTrSwsMjJybGysurkhBFCqB062PAEAC++CHv3AgCIxTBvHigUUFkJ2dmQmwvnzv1RWflw9+7d9JHz58/funXrypUrAUAoFGINRQh1NboZjXp4wLZt0NwMNTUQH9/ydUtL8PIinp7xUumR5ubmBw8eZGZmLlmyxMPDIygoyN7ePjs728jIqJOzRQih9ulmNAoAH3wAr70G0dFgZwdpaXDrFjx8COfOsTicguTkHfQxLi4up0+f/vrrrwFg9erVWEMRQl2QDkajdXWgpwf6+lBeDra2f3+9pATS0iAv79jFi/Gpqanp6ekNDQ0AYGZm5ujoePPmTRVb6iGEUGfSQRlVkVwuz83NvXXrVlpa2qJFi3r16qXrjBBCqA1dt4wihFC3oIPt9wgh1JNgGUUIIY1gGUUIIY1gGUUIIY1gGUUIIY38P5R7zOJtofCeAAAD+npUWHRyZGtpdFBLTCByZGtpdCAyMDIzLjA5LjYAAHicpZR/TFtVFMfPu21ffwBtV7pSCoXH6KD01yi0CB20vbCZBZ0ZojCDy54xLG8/XGyUYBaT4WTDDGSabbjhFhHj4iBkmUgwI4FeNWqyGRdnoluQTPxjJKi4ZcIfavT1tIK6LTH6kpfzed/7veece+97b2FyZAbkywArV1S+N8h3B8eDKEdOwUedclQo1ckoP0sYOWNSIH8aVmLK8BdIjWBKQtSAA0SukRzQQCqVEEgYuGVnUuA42YHdcCspUt3cNYM84d41Uhk0ICTicqX/Ge9I9/eqK+38i136D1PvlSw1mSN3sWDHyuVz/me8Y0IacMARkSgkolCKSpWo4gVeLRG1RtRoJaLVgS4N0tKF9Awn0acrid4ABiMYVyk5owlMmZBpFsyrncRsAUuWksuyCtZsJ7HawJYDObmQawd7HuTlQ74AQgEUrIE1hVDoAMdaWFsERcVQ7HSS4hKhxCW43BJxe0SPVyJen+Bb5yS+UqHUL/jLJFJWLpYHJBIIisEKiVTcJ3grxcoqiVhCEFoPoWoI1YA2LIYjElFxEonwYqYeqlxihV80q+R1qjh5cSperdGGI7zKoM80GXm3x1tZ5eLLygPBCn+WTiFvz/L3Etv0CjtZezSeeLg+cpDVTpxFvvjbiyyHXkXe2vw0u9L5LbIip5W9ahtH7vusjZkGjiFfGI4x17l65B0FLSw4XoJ8+Pcm9uyDfVMJJtJOFrmydTLBRfe3sl71YCTBX0w8xNqXvkNePFnPxnu2JL5j2Eu2sRlTF/KgIcCGO2PIP+3zsm3zZ5DJ/tWse+gd5AWbhnEdl5GVNIN97G5HvuEQ2BO31yNv2ZjPGrTvY61r/eVMl+1AXmfUsabN1cib2ubj7YUfIfNpLD74wiPIXz8wFY/WuHEtN7efiJ+quYz64/Mt8R/H9iCXHdfFP2ieRh4lzVP2tgPIc8PT4bnYHLLqy+uRuiO9yJ44jep7biM/Vt8dlc72I+/9eTRqa8T/GZzfPhPt/fAM6k8eVFCvyKPeecFK3/vmXdQNRi+NPpWOeunGWnptaRL1Txx1NOu1GxN4Rv1NtHGfCT3Tn++mYLqInmfO7aE/OEdrElx/q4P6RDuu0WDvpm+3hsIJHhg/TmfdKtRbZ9+gu15/GfXdxX30fIjDs/6VDVClx4f8qf9NOpPRlXx/Lg3Tlw6dRrYvjdFH1Z3ID3eN0Zt5TmT2/RCtblnE/IvPD1HPwlV8TzaMHKZFnq+S+2nqoDu6rNj/iVIt64nVob9x52zc/lwQ+ZCngP2yqwGZa9Cw3EtGzN90az97yxxCPVt3gDksGahb/gBCVC2ufyDPKAAABW96VFh0TU9MIHJka2l0IDIwMjMuMDkuNgAAeJx9V8uOHDcMvO9X9A9sQ3xKOuRgex0jCLwLxI7/Iff8P1KlGatnESYz2/SMhq0uscgi/XTw9cfL73/9feyXvjw9HUf7n7855/HDWmtPXw9+OD5+/vLb6/Hp+4ePP1c+vf35+v3bkX7kwD14v/f98P3t688VOT4dzzLOZmFdjmc/s8kYuOds63XdrMs1zw4MWH+O05pLm4WrHa/L1eeYasczbhpT5ihcfe0aZ1Mx9eO5n827A/u/XeP4Blc/TWabQQBdZU4rXPO+q6Xm1HUs9/DqWP3uKs1d83i2UzKnS+E6lqudOSMDWPXMkNF64Trvrm7dxsDHU7prqyIgbfn6GQNRAth2qsC7OpfI3dd04miHnJoxIitXXSToOfHYCLj2QeYqV1u74jipAbR24h9+KFz9eFsHG2INofdTVVqUWGPtCohhQzp27d26lq43vto5XAOPCEQg1SoOZPE1T3MLRB6evQ0poQ5CHWe0jJ5HniGB81Wei61xDh2gC0BHKrKwqoG2gsofUAPzQHQt+6yAqtyAzkBeKcKPVOijymv8+nYLFCLVyGWirsq0UrshTR0z+NRugVfl6UTaT4vRsuPxYWqmlefiKSEBGpNbDWvSKpqQcG8su4lMQiojUTPHrF0XTX72lC48PbL1P2Rl0cRKSV0FOtUzyogumhT1GRbMfZS/a0W9rZLiSeYYTP0mkJ9SqchSw8OXsArSOmavyskof3hkpHdkzClivUwRI0UGPQM1DseJ8tCKdqP0oZJDx62S29BZUWkkKBBBKDSigN+R+RWTxjLKc/qUIdjRmo5SRozsDORbQ21wxwk1qcgxkjPP8AgjRpvdymw3csMCloTMYUuBhGYp+OQGWiMu6AmsC1BjFTfQ4LflORHzST5RFK3elGJHuRXtnSfSMbpUPDrpgYBCltVXXYz0URHpfveckIVF4OheprCTILQ7EZROrLoQNLHyTKRIUJY4+6CDDG1lDjs5Qmfu4pnCTQOerQq+kyWB1EDnnUi1L8krPCfjhE3RFXEXigmVoaXUBHlSrE/vEEi4stys2jXk5io+qV/PbAroplXmBctIQTqKpw+6TtUssznIlOKxHuhLdBW0pbJCwm+uiWLrt8ZMuakIiLgBsIyEcqExL70pXRPBoqtIQy6BAXSnLHtd9Dut5tmW3A1IaAl13HIF3UMgPopMMK3HnXtXCowCaXx8T/NSGXPpHUanDmXsy7WNUe6acm+1rZtByaiSmGHKAky9I5DZkU4Iq0Kjo8rWtPsYBSVJPJgQQEGvMiv9PklqMGHWvkiXMmE/v768m1dvE+zHt9eXa4LlW68p1XHZNYk6r2va5DuuiRJfjrymRsHVr8nQcY1r+nNc85rwHJc8jnGyjDwMa7LMBsdOuMzGh9GLX6EzDxOWcHbiUPbrl18uz7ivb7hCvDQbMYYjWWasey8k476+0aOihUYfRxuh0X0XJhhd5gou8XNlo8JAwq8cN949UXkKGN2xxpihy2z87HprZeNX4ofRHXQlchjdyJXIYeyx28uxevlDVxca28iNyGHsygwih7EdeSNmGNuYjTGHsY2ZXZDGNmYjZhjbmI2YYWxjNmKG8ccuqDS+MTsxc2VjdmKG8Y3Zmc40V0KvjMbfxuxMapqN2YkZxjdm9Bal8Y3ZiZkrG7MTM0w8dgSniY0ZYuQ0sTEH6w8mNuYgZpjYmGPVIP6uOmScYWJjhvY6McfGHCxHmNiYY9xyLzbmIGaYfFTG28rGnHJf2ZiTmIUa9qBmTpMbcxJzXjKTjDIWN7zMW/nIPlQuwOOBvqSE8Jjv5O1RzPj953/l8fnpH1pg++lsby1FAAACw3pUWHRTTUlMRVMgcmRraXQgMjAyMy4wOS42AAB4nE1Uu4rdWBD8lQ3vBd1Dvx82CwY5cDQTOTIbKd9kAyf++K0+GoPFwGhK1a+q7jkvvh6vS67repxv5+Pv9+eP88uXb//oef9+vD/PN/3jw+Nmne/n7wdvg7xdurPc73bNY2/P69Ln+Tif+Dnxhzz/u/7lv349XlyL1O142QriquPzi2MldR8vX0rGPBBeQ3KzzEDfEJMhUBdH9IZ0RTtYssK5+IZMEyxenCYbsuWVSE9LGKDemErHwUvCKwaR1UINJGua2UiExKFLvLzv5MXKhy0RJh8ECVwLnExNGYRWmfjhKBYytXqpqfMgSTWcWk4oe8Ry9tCNlJQm8lTInZkWoR10pZG907SbCRrEgFkfxVH9IGjERLnzhFQ7oFTHAyiXeuEjL1fRKRZwAHOhUSWmQXw1puaRKKJ6Y7YyOBlxEGH7NNKGGAJbDIIDEnjhOjqm8FZ2snaVAyJuTEuIgqCjbLE3EoHsYdMRsyZ61EWCfgE0ZEUM3HHoMfZAMUzvaELRjEAUn0ljtTUXGEpSWIaCFkQxjO5Ajl5ujs0Bo1ORY5zhMDC4jZEDBrPxNIZUs1ADdPjIADkp0oeFsVkKYVI1FmN3UmuMwOZY30CDgahKK5pMgdkwwAjKlpsFIwqC0OIS9AykVuLjkBwI9P/McLl8/JMMz7hJgTBIPXqCI6jTtrd+RLeNsLXOtUCEjWAmtDJIiwTGELDN90Ux9rk3Eo1rm+uBw72jNDzmeMbhuBHee4GdhtP3GGrjeNReHoyKRR1rtGat9nrjymKiMtT2ouSi9A+MCrp9rHiqDVZcNB5NLGMXpynBrsV9+HB0y5ToM/P+lyEOVYeGgevjpBl9YJkhy33BjsVi6ILqkCPuQGvMiiPIceN5/Pz+CRaDBe2Ffn79hLNi+vU/gwINPbMlXLcAAAAASUVORK5CYII=\n"
+ },
+ "metadata": {}
+ },
+ {
+ "output_type": "stream",
+ "name": "stdout",
+ "text": [
+ "Inactive\n",
+ "--------------------------------------------------------------------------------\n"
+ ]
+ },
+ {
+ "output_type": "display_data",
+ "data": {
+ "text/plain": [
+ ""
+ ],
+ "image/png": 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\n"
+ },
+ "metadata": {}
+ },
+ {
+ "output_type": "stream",
+ "name": "stdout",
+ "text": [
+ "Active\n",
+ "--------------------------------------------------------------------------------\n"
+ ]
+ },
+ {
+ "output_type": "display_data",
+ "data": {
+ "text/plain": [
+ ""
+ ],
+ "image/png": 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\n"
+ },
+ "metadata": {}
+ },
+ {
+ "output_type": "stream",
+ "name": "stdout",
+ "text": [
+ "Inactive\n",
+ "--------------------------------------------------------------------------------\n"
+ ]
+ },
+ {
+ "output_type": "display_data",
+ "data": {
+ "text/plain": [
+ ""
+ ],
+ "image/png": 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\n"
+ },
+ "metadata": {}
+ },
+ {
+ "output_type": "stream",
+ "name": "stdout",
+ "text": [
+ "Inactive\n",
+ "--------------------------------------------------------------------------------\n"
+ ]
+ },
+ {
+ "output_type": "display_data",
+ "data": {
+ "text/plain": [
+ ""
+ ],
+ "image/png": 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\n"
+ },
+ "metadata": {}
+ },
+ {
+ "output_type": "stream",
+ "name": "stdout",
+ "text": [
+ "Active\n",
+ "--------------------------------------------------------------------------------\n"
+ ]
+ },
+ {
+ "output_type": "display_data",
+ "data": {
+ "text/plain": [
+ ""
+ ],
+ "image/png": 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Vq1ZOTk5Ll94KCsLwcExLQ6EQETEnB6lr1qNH8dYtpD6Gbt9GOf7Lf0FEIoyIQF9f5HAQAPv2nd+mTZslS5Y8fvxYKBTOnTt31KhRAKCtrS3/avQzZ85Qw5SmpqYAcP78+U82qa6upubMU8lXV1eXXo2769ez1NUrDQyaWSFHkkZlUFNTQ1WvGTVqFCK+evWK9qlmzJhBXYRS41myNufzUVcXAfDXX2XuOicnh8ViqampFRcXy9z4v3Jzc1kslqqqKlWhfcOGDdJ8uuTno74+qqnhl7FQUMHy8/GXX7BXLxfqQ4vBYLi7uy9evJjFYjGZTGlSnjSoh59UTuzRo8cnL0iXLl1KDfFTQwH7qXsNWvr2RQBcv572CZSg0dNoSEjIkiVLHj582NgdySQ//81f8vLwxQuk8klOzn+OKS7G27cxJOTw4sWLR4wYYWVlRZXg1tLSCgoKmjNnjoWFhUxVk+tUVlZSg0eurq4AsH37dhonOXMGGQy0s7t15UqkTA1Xr14NABMmTKDR6TuosVHq2tbExEQolHaUYNYsBEATE8zLkz+KL1RiYmJAQABVS4n6zfxZIQ8fEfHfgQJjY+M2bdoAQExMzEcOvn//PofDYTKZ1K2Ju7s77epQiHjzJgJgq1Yo96f859OIaVQikQQFBVH7Beno6AQHB8vzw1WsH37A2lpExFmzcO/eN3fHc+diSAjOmIFubmhs/GYoytraru52lcViUR+2RkZG1PiRp6en9LmjzqFDhwCge/fuNCrY1/fbb4nUlaCUtScQUSKRUM9Sr169Sq/T+qfq2LEjNcMGAJYuXSp9W6EQ3d0RAHv3pjnjiqCUlpYGBwerq6szGIw8hX4oUc/Np06dGhcX9/EjqUVT1Ci/hobGE7mr5nh4IACuXi3naT6fxpp+X15e/u233546dYrJZJqYmBQUFADAgAEDgoODLSwsGqNHmcyfDzwesFgQGQnu7lBSAp06QXQ08Plw5cqbYzQ1gcuFvn136OuXURU6rK2tORzOsGHDLl682LlzZ2qx3YIFCzZv3ixT7x4eHteuXfPy8jp79uyYMWPC6oqCyAgRx44de+LECRsbm9jY2AZ3TywpKam/Z/2dO3devHjRtm3brKwsOafN371+3dHDw6xdO2r6NJ/Pl2k/yBcvwNERsrNh2bLon3/+Wp5IiOHDh//999+hoaGTJk1S1DkvX748aNAgNpvdv39/XV1dHR2dVq1aaWlp1S3irP9lfn7+mDFj8vPzZdoc7EP+7//A1RW++Qb+/FMR7+QzaIzcnJOT4+DgAAA6Ojrh4eGIePz4cepZioaGRlBQEO3ZGIryww+Yk4MFBTh9Ou7di3w+zpyJ06bh8eO4fTtevoxPn+KHLp2Li4up4vMDBgxQVVUFgAMHDkjfdWZmJpPJVFdXp64K5aziLBAIunTpAgBeXl5VVVXJycmnTp36+eefJ02a5Ojo2GCFShUVleDgYHk6fWP8+FoLi/PffNPd2Pjrr7+mcYK7d9HTcwEA7Nq1SwHxfMG2bt0KAN98841iT8vlcqXfS47apJZ2KfF3RETgtm2IiKGhmJOD1DqAyMi3w3FNiuLT6I0bN6gp5dbW1in1qqs/e/as7qPS2dk5RcrC643jnZt6Ph8zM7FXL2mb8/l8HR0dABg3bhwAqKmpSV/oe8WKFfDvjbCZmZn8nyiPHz/W09OjBk/e/+U2NDR0dXWdNm3a5s2bL1y4kJGRoZjPMKruKZOJPXsii/VC9gUzlLqSUR9ZwS0UCtPT08+ePbtx48apU6e2bdt26NCh8j8fa0moLezbtGmj2HEzkUj0xx9/nDt37q+//vr999+DgoKWL18eGBg4ZcqU0aNHe3p6Ojk52dratmvXTl1dvW3btvLv7FAnPh5dXfHePVy4EB89Qupzds+eTyxDUBYFp9Hg4GCqGMGQIUMarEz8999/U8Ur1dTUVq9e/aFN1RtbXQGEqiqcMAFDQrC2FmVahBYeHs5kMlks1pAhQ6jf4HwpPijFYrG5uTl1JQsAqxS0HVJ4eDh1sW9qaurp6RkQELBt27aIiIiCggKFnL8Bu3YhAPbpgwwGammhQED7TIsXLwYAAwODzMxMRKyurk5KSjp+/HhQUNCkSZMcHBw0NDTe+WzgcDhDhw5V1IVPy9C2bVsASG6aaUZ28fEYGorffYfz5+OjRzh8OK5fjyNGtPQ0Wl1d/e233wIAg8FYsmTJR37FX79+HRAQQA3MdevWTf7KhvKIiXnzyFj2B0W4atUqANDT0+vVqxd1if3JTwVqnYaFhYWGhgaDwZB/ML6OQCAo/XitUMXq0QMBcPhwBMCAAHnOJBKJqHJEGhoa9VfE1mEwGO3btx84cODcuXN///33vXv3UpVcli1bpqh30wJQt3r0Zn00QfHxeOQIRkejhcUXczWal5dHpRItLa2TJ09K0+TGjRtWVlYAwGazlyxZQntTDTlNnYoAKMtD5rckEsno0aMBwMrKiroWmDFjxseb3Llzx9fX18fHBwD69etHp9emgKproq+PJiYIgLdvy3m+4uJiOzs7ag4/h8OxtLQcNmzYkiVLgoODb968KXjvUvfmzZtU9Y1jx47J2XWLcfDgQQAYPny4sgNRgKwsjIlBapxs82bMz0dqyOf6dWy8+yt5KCCNxsTEmJiYAEDHjh2lr56JiOXl5YGBgdSIXrdu3eSPRFbl5aitjQDI59M8g0Ag6Ny5MwC4ublRWxUdPnz4QwdLJJKsrKxLly5RY8d/KaqE/ecXH48eHm8uReWuLUCprKzcv39/WlqalEO327dvBwBtLa1XsvzKtWD5+fkMBkNbW7uWGvVvtiQSdHNDbW2UvbyU0sibRk+ePEldRPTv35/eqh5qoq+amtrnf3y/fz8CIK2HzG9lZmZS95ijR48ePHhw3XLmmpqajIyMc+fOBQUFBQQEuLi4aP1bmpRaRNSMax7HxmJwMF6/jitWoCyzFBRrwfTpBU5O2KGDVJu3fAGo5Zgfnyrf9O3ZgwBoaIjPnys7FKnJm0ZHjx7NYDCsra1pJ0GqxOHAgQPljISGKVNuGxmJQ0LkPc+VK1dYLBaDwfD29l6wYMHgwYMtLS0bfG5uamrq4eHh5uZ2T87aSkp07dqbQkPTpmFRkTIjqa5GJycEQA8POmPbLQ41YXN1M5q2/p78fGzVCgHw+HFlhyILedMoVcXAwsKC9mPTKVOmgDKKDPL5fADQ1zcqL1fAbIE1a9bUL89BjflaWlp6enoGBgYGBwdHRETIVHux6VqxAqllV//8g2fPKjmYwkJs21beyqktBVX5uE+fPsoOhD4vrzdPLpsXebe08/Ly6tixY0ZGxrVr16gVtbKKjIwEAKrG1+d04MABAPDx8dLUlGrfxI9bsWIFVRhi5MiRXC6Xx+N17NhRpo1omg1jY8jLA0NDyMsDe3slB2NiAsePg4cHbN8OTk7g5ydlO4FA0ODahGbNzc2Nw+HExsaWlZVR85qblyNHjr9+bW5o2Ds4WNmhyEr+TPzTTz8B3VIX1CWhsbHxZ15uLxQKqSJgt+V+yvzFEQhw4UJctw7XrVN2KP/680/s0wcLC1EkwgbvivLyIiMjd+3aNWvWrH79+rVt29bIyKhDhw7Kmh/SeFxcXADg3Llzyg5EZs+ePaPmPoeGhis7FpkpYE19Xl6ehYUFh8MpKCigCqZJb+fOnYGBgRMmTDh8+LCcYcjk7Nmz3t7eNjY2VB4nmj2xGI4dg9RUEInA3h6MjeH2beDzITUV0tKgrMzMxCS/qKjucCaTKZFIfH19w8LCWtKWfIcPH87NzR03blyHDh2UHMrNm3DjBpiawpQp8PffIBSCri7o6oK2NmhrV2lrq//3enns2LHHjx/38PCIjIxsdv8iCtin3szMzMPDIyIiIiwsjCqjKT3qjp6qtNaoysvL09LSUlNT+Xx+WloatQf32LFjG7tf4jNhseDGDdi7FwBg2jSorYXQ0LevGhr6enhUaGpyuVxbW1sul1tdXe3i4nLixAl7e/tlCtlntWmYOHGiskMAAICiIjh9GrZuhUuXIDQU1q2DzMz6r2/o2XN9YmLdhvVisTg9PV1DQ2Pfvn3NLoeCQtIoAEyZMiUiIiIkJESmNCoSiW7cuAEA9AZV33HmDCQnw4oVsG4dTJsGKSmQlvb2coTNHpuZeaH+8RwO5/Lly8uXL2+ZI5hfoLqpESwWDB8ORkbA5YKNDfB4YGCw9b3Dw8LChgwZsnLlym7dug0bNuzzxtrS8fnw1VcAAB4esHAh2NlB+/ZQUwPl5VBZCZWVJQwGAJSWlpaWltY1+uWXX6h6Pc2OYtLoyJEj9fT04uPjHz58SG0xJI24uLjS0lIej9fgEkBZCQSQng4pKfDqFYwbBzdu/OfVPn08NDVzbWxsqOsRXV3dgICA2NjYuXPn7tmzR/7eCeUzMYEzZ0AkgnbtYPRoGD3644cPGDBg3bp1y5YtGz9+/O3bt6llFIRidOwI168DADx4AFwu7NsH1dVvX2UwXhsbt2/fXl1dXV1dXU1NTSKRGBsbUxvzNUuKGmSdNWsWAMyndgGWDlWGPTAwUCEBHDyIcXE4bRoGBuKSJejigv7++OuveP48Pn6M9We15ufnOzk5ubm5UTUvFFM1jmgKEhLwzh3pD5dIJFSNLjm3gSMacOwYrl2Lv/yCFRXo4YEODtipExobo4YGAri0bftOIrpy5YqyI6ZPYWWb79y507NnTwMDg/z8fKoK5ye5uLjcunXr/PnzCrmlCg0FOzt4/hyWLoXExI8dmZWV5ejo+OrVq1GjRp0+fVpNTe3atSe9e7/770p8CaqqqlxdXe/cuTNw4MB//vnnncm/RKMQi0vLyopfvy4vLxcIBAKBoKys7Ouvv87NzbWwsKCe1zczCkzJdnZ2AHDq1ClpDi4rK6O22FRUXaLff0dqKw1pah7WrTvy8hrl5HSGbAr0JXv69Cm1N4xsJaMeP8atW/Hy5UaL68uycOHCdu3a3bp1S9mB0KHINEqV4P7Q/tSlpaX5+flpaWmJiYmRkZHUVoKurq4K6bqoCDkc1NLCefPw8uWG5w6+Y+PGjQDQtWsvV1cJAHbvLlu9UaIlkblkVHEx+vtjeTnu34/SlTQjPu7JkyfVzXZbLkXuxfTq1as2bdoIhUI3NzcWi1VSUlL+r/rP4+qYm5t36NDhOjUULZ9ff4XFi8HNDa5fBwMDyM+HT44rIOL8+dsOHJjaurWuRAJZWTBxIhw6JH8sRLO0Y8eOuXPnqqur37x5k9oCpw6WlDDqpn2kpgKfDytXApsNfn4gFML8+bBzp7LCbnkqKio0NTWVHYVsFPOknmJgYNCtW7fExMRr1669/6rWv6jtsZhM5s2bN3Nycv7444/vvvtOzq5DQgAAqB/+xImfzqEAwGAwNmz4ISYGEhPB2RlevIDDh8HZGb7/Xs5YiGYpMDDw0aNHf/zxh5eX19q1awUCQWpqKjXR+DKXaxcd/Z+jy8qgvBwA4OlTMDNTSsAt0rhx40xNTan72mZEwTuDSiSSbdu2mZmZ6evrt2rVSlNTk0qdDa5uOnz48KRJkzgcTmRk5Ndf098b8tYtcHEBY2OorYWSErh/H+zsPt2KkpMDjo7w/DmMGgXZ2fDXX2BlBUwmVFbCe1tXEC1cdXW1s7PzgwcPJBJJ/e//1a/f+JIS4HLB1vbNXFRra9i7F0pLoaICfvwRamrAyEhZYbckmZmZFhYWDVZHa9KUO6Ywd+5cADA2Ns7NzaV9kjlzXtbtZ9Gzp8zNr11DDgenTEGRCGfOxN27qcBoh0M0Y4mJia6urs7OzjNmzNi+ffvly5efPn36iYIPhw6hpiZevPi5YiSaHEXe1NOwefPmpKSkhITERYsyQkLM1NRkPkN5efnBg5Z2dt3LyrRcXPT8/X8BkO0my80NEhOBWjSgrg4FBZCfL3MYRMvg4OAQ/c79+yelpkJFBUyYAPHx0LFj48T1ZZkzZ86OHTua0apQJV88s8FvSuMAABbrSURBVNnssLAwO7u4Y8f60huUPH78eFlZmYpK5c2bF+/ePTVypBaNk9RfeLVwIfz6K51IiC/U2rUwfDgUF8OoUVBRoexoWoKFCxc2oxwKSk+jAGBgYLBrF1dTE/78E3bskLk5VTaU2qHbx8enVatWcsbTqhU4Or55fkAQn8ZkwqFDYGMDDx8Kv/sOFfqw4cvUvn17AEhPT1d2INJS8CMm2s6cAR8fYLHg8mXw8JC2VXp6uo2Njaampr6+fk5OTlRUlLu7O+0Yyspg0SKYMQPs7eHlS2jdmvaZiC9PevrLQYPG6Op6+vq2pJJRSiGRSDw9PWNiYphMZseOHTt37mxra9u5c2dLS8vOnTur0Rj7a2RNJY0CwPLlsGEDeHvDmTOfOLKmpiYtLS0tLW3Hjh0xMTE+Pj6XL182MjJ68uSJPPcCe/fC9Ong7g5RUbTPQXy5Ll24MHT4cAA4d+7c0KFDP3IkImZnZ6emplK1NefNm9f2vTXmX7IjR45MmDCBqgn7zksqKipWVlY8Ho+qMUQVG1L6PNMmlEYlEvjf/6B3bygtBQ8POH8ehg8HAHj16s2U57Q0KCxcHBt7+unTp2KxmGplaGg4ZMiQ3bt3Z2Rk2Ek/0akhvXtDXBwcOgRNpGYj0exs2LBh+fLl2trasbGx1D6dAFBbW5uXl5ecnJySkpKZmZmcnPzgwYPyf4eNtLW1bW1to6OjVVQUsJnN51ZcDAcPgqoqTJkC6uoKOaVYLO7SpUtqauqBAweGDx/O5/OpGsEpKSmpqanZ2dnvp6xvvvnm4MGDCumdJmVOE2jIsWPo6YmvX+O8eThzJhoaIsDbP46OqwGAzWZbW1t7eXmNHz+ezWYzGIwjR47I2W9SEgKgri5ZEkrQJ5FIqFrgrVu3njZt2pAhQz6+R6yvr6+uri4AzJw5U9mx0+Lvjy9fYkYG/vCDok4ZEhICAJ06dRI2tNtrTU1NUlLS8ePHg4KCJk2a5ODgwGAwGAxGZmamogKgQckTnho0axZs3AgAUF0NL1+CtjZwucDjAY8H3bqNt7Qc27Fjx7qPbhcXl1mzZk2dOtXKyqpnz560Oz1wAABg/Hgy656gj8FghISEpKWlpaen79u3j/omm822sLCwtLSsG+Dr1q2b0b/T9e/du+fi4rJnzx47O7uAgADlxV4PIsTEgFgMffvCR0bJEIHDAQMDMDCAqiqF9CwUCtetWwcAP/30E5vdQHZSUVHp3Llz/eKwzs7Ot2/fzs7OVua+KUpM4Q06dgzj4nD7dhwwALOzUZpZ+dQvn7m5Oe0djGtqavr1y2OxMD6e3gkI4i0+nz916tTAwMBTp06lpKTU1tZ+/PjQ0FAA4HA40dHRnyfCT1i5Ev/5By9dwsWLP3Hk1KmIiEIhBgQopOfQ0OedO0/h8Xii+hWCP4raof1///ufQgKgp8ml0UuXMDUVhUKcM0faJrW1tdRaUhcXl5oaOpvOnzp1CgDc3PxotCUI+c2dO3csl1vdvbtUFw6Nbfr0d//yIdHRuHw5/vgjpqRgXh7264dJSbS7ra5Gc3MEwDNniqVvRZVqm6vUdYdNK40Khdi2LQ4ciLJWIi8qKjIzMwOAWbNm0eh3yJAhALBt2zYabQlCfkKhUDR4MAKgkxNWVSk5Gn//N3/57jtpm9y8iSNHIgByuUh32+pduxAAu3SRqtBlnbNnzwLAwIED6XWqEE3oST0AnDsHXl7A5QKf/7ExmQbdvXu3T58+VVVVe/funTZt2keOzMnJSUtL4/P5qampkydPNjMza9++PYvFysvLa00mixLKUlwMvXpBRgZMmvSfbU0/s2fPIC4Obt8GJhN69AAfn083iYmBfv3AwABat4aHD2HgQPjnH5BxH4HqarCygrw8OHMGvL1laPj48WNra+v27ds/ffpUph4VSYkp/H1eXgiAv/5Ks/n7Y0y1tbUZGRnnzp0LCgoKCAhwcXHR1tau//a3bNmyfv16ABgzZozC3gZB0PPgAWpqIgAq68bo9m1ks/Hbb/HMGfzUkO5bQiG6uyNV/JyaWyPTPgKIiPjbbwiAPXrgx+vAvE8kEqmqqjIYDIFAIGunitKE0ihVwZ7NxsJC+icJDAwEABMTk9zc3JSUlAa31jEyMnJycho8ePCIESN8fHyonaMukgo9RFNw/Dgymbhu3cePev78+Y0bN4KDg+fPn9+3b9/hw4crZsbPtGkIgCNGIAD27y9Dw5cv0dISAXDAAGSzRW3aXD1zRqaeN25ETU38+2/Z4qVQD+7vyLKboWI1oTS6aRMCoLe3XCcRiUQDBw4EgB49ehQXF6uoqHTo0OGrr74aPHjwqFGjPD09u3Xr9s6aBwaDYW9vL/2TQYJoXCkpWFqKq1fjunUYFoYiET55gufP46+/or8/OjtP7dfvnSsDFovl5uYm7+9weTnq6CAAurggAO7aJVvzu3epXT8LJk3q0rq1pqbmgwcPpGn37bdYUYH37+OFC3SiRkQfHx8A+Ouvv2i2l1sTmjcaETG6b9+vv/suAID+mlkWi3X48GFHR8e7d+/26NHD1NT06dOnWVlZ7xzWrl07LpdrY2PD4/G0tbW9vLzIlpBEU8HjwZo1MHkydOgAixZBURHMnVv/dQs3N11dXS6Xy+PxbGxs2Gz2xo0br1+/vmzZMuqxNU0nTkBZGTg6QmwsqKnB+PGyNe/eHfbvT/nf/1xOnXJ2c0u6cGHEiBEJCQkfet6ACNnZwGRCRQVs2QJ9+kBtLc3AeTweAKSmptJsL7emkkZv3boVEXHKxOT/BgyQdxMPQ0PDffv2jRw5sqioqLq6msPhtGvXrm7ms62tbbdu3XR0dBQSNkE0isJCoCaTW1mBqiqYm7+pus/jAZf7I4+30tS0/uFfffWVh4fHpk2b7O3t/fz8aHZKLUFp0wYSEmDsWGhox4pPGDcu9P7919HRsbGx9vb29+/f9/Pzu3TpEpvNrqmpSU1Nzc7WuH/filrYnZYGlZUwYwaYmwOHA3w+0K4rwOVyQalptKnc1Pv7+wPAjz/+qJCzbdiwAQD69u2bnp7e4JIygmjSdu7E6GgUi3HaNCwrk6bF7t27AUBNTS0hIYFGh+lpaVfc3Kp5POzQAQEwMpLGSRBRLBZTZVlsbW2pixUrKytLS0vqbq93703113abmuIPP+CCBVhdjS4uGB5Oc65UYmIiAHTt2pVezPJTfhotLi6Oioqixiv5fL5CzmljYwMAF2iPtRCEcolEuG8frluH9+5J30ie5Xw//vgjAAwePHievX3GsGGyTd38r9LS0rqyLHU4HI61tfWUKauXLMGQEIyNfZsxqcdKt25hcDDq6dFJ4OXl5QwGQ1VVVVlPOD5vGpVI8OlTvHw58Y8/ZsyY4ebmZmxsXPeDVtSe9Tdu3ACAtm3bkqdGxBeF9nI+oVDYpk0bAOjfvz8ArFmzRs5IUlJSOBwOdYUo5YpYRJw9GwFQQwOvXpWtu4sXL7JYLBaLFRsbSzNi+TRmGi0pweRkFInw/Hn088Pu3akHeQiQXG8fUE1NTR0dHRaLNW7cOIV0O3nyZABYsWKFQs5GEM0IveV8586dA4BOnTqpq6szmcynT5/KGcbr16/V1dUZDEZGRob0rSQSnDnzTSaV8po0IiLC2dmZyiTa2tpdunTZsGHD559A2mhp9PZtXLgQT55Ef3/89de3wyEmJti7d87YsSNGjBg0aFDPnj319fWpn4KOjk5KSoqc3QoEAi0tLQaD8eTJE4W8D4JoXu7cuaOurg4Ae/fulbLJyJEjAcDb2xsUtKqSGqjtL9PMU0RElEjeTF3V0MDo6I8NTcTExHj8u0+GoaHhL7/88vLly/T09G7durVu3XrIkCEZx4/L8Q5k02hpdPZspG4rdu/GAwdwxAjs1w9tbVFVFQHE/93UW1dX18DAgBqNLpF1Of1/BQcHA4C7u7ti3gVBNEOfLBlVXV1dV7XTz8+PqohKPZ8ICwuTPwAHBwcAOHr0KI221DVpnz77tbS0Ihu6KL1169awYcOo1GFgYLB69erS0tJ6zSVbtmzxb91apKqKrVvjsmVYLEOhE3oaLY0GBr4pgLxtG168+J/ay+bm2L//jz/8sGfPnqtXrxYUFCBiZWUlVS10wIAB8oxpOjk5AcChQ4cU9T4IojmaO3cu/Lucr7CwMCoqas+ePYGBgf379zc3N//QvB0VFZUquQujPHz4EAD09fVpn0osxmnTAgBAQ0MjKiqq7vu3b9+uS6Da2tpLlix5/YFH+5U5OThiBKqpoZoaWljgsGHYmGucGi2NPniAs2fjH3/g7NkoFOKKFXj4MCYm4oeHLbKzs6latrSnPfH5fOratoKUsCe+bEKhkLrnbbD2vqqqateuXX19fVesWHHkyJE7d+48fPjQ0NBQIc+XqAXZc6SvdNkQiUQyc+ZMKpNevXr1wYMHvr6+1E5rWlpaS5Yskeq29ehR1NBATU1UUcGdO/H0aVy3DletwpIS3L37zTF1f5FDYz5iqqnB/HyZWty8eVNFRYXBYNC7HZg/fz4AfP/99zTaEkQLk5+fb2RkxOFwWrVq5eDg4Ovru3r16uPHjyclJTV4w3flyhUWi8VgME6cOEG705qaGiod3717V47YERHFYvF3330HAFRU1BXoihUrimW6SS8rQ0dHtLDAly/f7HSSk4MrVmDdI7jZs+WME5vCvNF37Ny5EwDU1dUTExOlOb6oqCgqKio3N7e2tpa6mKU3/ZggWh6JRCJTyZJNmzYBgKWlS0oKzYG1sLAwAOjRowe95u+QSCT+/v56enocDicwMLCoqIj2iTApCXfufPPljBno74/r1+P69fjtt/LH2eTSKCJS1ULbt2///Pnz+t8XCoUZGRkRERHbtm0LCAjw9PSsm3a6Y8cOqoJ9ly5dlBU2QbQAgYF7TExEVlY0H8wMGDAAAHbJWtbkw8RicXp6elpamrwnqqhAf38UifD2bfzttxZ+NYqItbW1rq6uANCnT5+ampr8/HwfH5/OnTs3uAOtnp6eg4PDkiVL7O3tgVSwJwj5VFWho+ObOnmyPuvNzc1lsVhqamqy3Xd/Ng8f4vr1uHcvCoV47tybb54/L/+Jm1b1+zpFRUU9e/bMz8+fM2fOhg0bdHR0qDhNTU0tLS21tLRUVFQkEklRUVF6erpAIAAADoejpqa2b98+aodbgiDoyckBR0d4/hwWLwaZKkatXbt29erVfn5+R44cabTomqImmkYBIDY21s3NraamZvLkyaWlpSUlJfn5+U+fPhWJRO8c2bp1a1tb24qKisTERAMDg/j4eEtLS6XETBAtw40b0L8/iEQQFQVublI1kUgklpaW2dnZERERnp6ejRtfE9N00ygA7Nu3b9asWQwGo7ZeJUJTU9POnTvXFb7r0qWLiYkJACDimDFjTp48yePxYmNjSSk8gqAnOxvat4dt26CgAPz9gcuFmhooLYW6RTNiMbBYUFtbW11draOjU1BQwOFwcnJyHB0d2Wx2SUnJO5XRWz75xwUaz+nTpwHAyMho/fr1J06cePTo0ccLLpSVlVHbCXh7e0tk3dKFIAhE/PehS1wcHjyInp54+jQ+fow7drx59dgxnDABETEoKGjRokWIePLkybt371ZVVenp6QHABOrlL0mTTqNU4cKtW7dK3yQ9Pb1Vq1YAsO5Tu9kQBNEgT0/csweXLMGDB3HBApw9G+/de5tG4+LQwQERMSsr6/79+/Ub8vl8XV1dANi8ebP03VVVVU2ZMqVZl7Vsumm0sLCQzWarqKi8M+3pky5fvsxisZhM5rm6h3EEQUgtIABfvcKIiDdpNCsLJ058m0Zra/HFiw+2DQ8PZzKZTCZTyrSYl5fXq1cvADAzM6uurlZE+ErQwEKxJiIkJEQkEo0YMULWveMHDBiwfv16iUQyYcKE5OTkRgqPIFoqFRXQ14e6hwsWFsDjvX2VwwFDww+29fLyWrlyJfW/78mTJx/v6NatW46OjvHx8e3atQsPD6f26G2WlJ3HP0ieCvYSiWTcuHEAYG1tLWfJKIL40lDb7kgkNEvgSySS0aNHA4CNjU392kvvCA4OpmaCf/311zTK9TcpTTSNyl/BvrKykqrWJWfJKIIgZCUQCLp06QIAXl5e4veSsVAoXLJkCXUZFxAQIE1h/CauiaZRhVSwf/r0KTUgsHTpUkUFRhCENDIzM6kiwu+UjHrx4oW7uzsAqKqqHjhwQFnhKVZTTKN1FewfP34s56mioqLYbDaDwQgPD1dIbARBSOn9klH37t1r3749daMZFxen3PAUqCmmUcVWsN+xY8fAgQOb6CJfgmjRNm7cCADa2tpJSUlHjhzR0NAAABcXl8LCQmWHpkhNcRVT79694+LiDh06NHHiRIWcUCKRNFi8liCIxjZ+/PijR4/q6emVlJQAwPTp03fs2NFgmaHmq8ml0dTUVB6Pp6urW1BQQH12EQTRfOXn5/N4PESsqKj47bff5s2bp+yIFK/JXaP9WzjWkuRQgmjukpKS+vbtKxAIKisrEbGoqEjZETUKJV+NFhQUpKSkJCcnp6SkZGZmJiUlUTPIAODgwYPffPONEmMjCEIef//994QJE8rKyrp37758+fLx48cLhcK//vrLz89P2aEp2OdLo+Xl5WlpaWlpaSkpKWlpaampqenp6fVLN9Xp0KFDVlaWmprajRs3qIViBEE0I4i4adOmZcuWSSQSPz+/P/74Q0NDY/fu3bNnz1ZXV4+Ojqa2AW4xPlMaFYvFmpqaNTU1/+mbwTA3N+dyuTwez8bGhsvl5ubmTpkyBQAGDRp04cIFU1PThISEtm3bfoYICYJQCIFAMHny5DNnzrBYrJ9//rlupj0ABAQE7Nu3z9zcPCEhwaiu7l7z9/muRnv06CESibhcro2Nja2tLZfL5XK579clpApo6+joWFtbJyYm7ps48bv9+6FlPdcjiJbqyZMn3t7eycnJ+vr6x44d69+/f/1XhUJhv379bt682adPn6tXr7ac5/XKmmn1IRKJZNSoUQBgw+VeHDoUmUycNk3ZQREE8WkXL16kSo527do1IyOjwWMKCwvNzMwAYLYi9pJrIppcGkVEgUDg4uCQ6eKCffuihgYC4J49yg6KIIgPkkgkQUFBLBYLAIYPH/6RiiSIeOfOHXV1dQDYu3fvZ4uwUTXFNIqIkidPUF8fAXD0aGQwkMPBa9eUHRRBEA2bNGkSADCZzHXr1kmz8URoaCgAcDic6OjozxBeY2ty80YpjI4dISwM2Gw4dQqGDQOhEMaOhYICZcdFEEQD+vXrp62tferUqRUrVjAYjE8eP2nSpMDAQKFQOGbMmLy8vM8QYaNqcquY/mPLFli4ELS0oHt34PFg1y7gcJQdE0EQDXj27JmxsbH0x4tEogEDBly7dq1Hjx4xMTHUbX4z1USvRt9YsAAmTgShEL7/HnbsgMhIiItTdkwEQTRAphwKAGw2++TJk5aWlj179mSz2Y0U1efRtK9GAaCqCvh86NEDAgLA3x8yMuDlSwgMVHZYBEEoQElJCfVwv1lr2lejAKCuDj16QHk56OiAkxOMHw8pKcqOiSAIxWgBORSaQRqlqKpCRQUAgFgMTfzymSCIL0yTv6mvExwMBQVQVgbjx4Ojo7KjIQiCeKP5pFGCIIgmqZnc1BMEQTRVJI0SBEHIhaRRgiAIuZA0ShAEIReSRgmCIORC0ihBEIRcSBolCIKQC0mjBEEQciFplCAIQi4kjRIEQciFpFGCIAi5kDRKEAQhF5JGCYIg5ELSKEEQhFxIGiUIgpALSaMEQRByIWmUIAhCLiSNEgRByIWkUYIgCLmQNEoQBCGX/wdclKuKWCDR0gAABOx6VFh0cmRraXRQS0wgcmRraXQgMjAyMy4wOS42AAB4nKWUaUxUVxTH79wZ3gwMswAji4g+WYdxQNmGVWYu67ArTVs+WPOsWl5KjVYRWiORFlABgzFSELAEUMTYYNW2ijXAXLqQWO0aTVOxC7EhBArUlsRI1c6cV9aRT33Jy/m9c//33Hv/5+ZN9nX/jKyPCs0/m61vgfUtFzGIs0aRmEFaaxRLZELEjEn4nouzurk8b4tikVRIzA1IEQxgkZ1yAcxK/5sKtTGejVLE2vLz6cVbm19hyTwZzMP/L738amykTSCS2CuWHGNWKBM8Ey0eED2vwqI1QLGM3XYmzka1abZxyzRmvqRdKXBiXvDcuMChpSvYXQHTQkPEdn2yL7jYDjkSIRHWYpGYFUt4LHGw7o1jpDyWyjiZI48dnVgnOSt35rGzglMoeaxUsSo1UrsgF1fk6obcNEizQos17qy7B/LwRJ5eyGslWumNvFehVT7IZzVavQatYRG7Fq31Rb5+Wuzrzwb4S3BAIAoM0uJALasNRsE6pFsnEen0SB+CQkIlOHS9FoduYDeEobBwCQ6LQBGRPI6M4qIMPDZEs9ExXEwsFxvH47h4Lj4BGTZyGxN5HGBERhMyEmRMQq7JKDkFKVO51DTrKdK5dDOPzRlcRibKzEJZ2Sg7B+Xkoow8Lm+TFueJOTPD5WaiNDmXokIhWpQYwcVH81gjs7rEiPMyzIyEkcoc080M46xQpqbJGbWLa3KKyiFYG6LXMZFRho2JEQ4x0fFxsQ5Zmbk52R53xdaGzv0EyvO66IT5Q4vtY6i4heZ+3wX82+hJmhF0GzgyoJHuUJQAn8ispX5sIXBDfwVV/H4KePTxYTp+VAFcayqhL0U/6bdxfPsu+o2LBjj82kEqb3A32njYo5gWv/0UuOXVLXQmWGmycWd2DnVERyC/tTGK1v50Flj5SE/LJHrQDCatoL1/xgF/p2do3fFfQaOZHLKoXxdqFl/6ymK8VQCakdTTlvLrhcB/RRy01Kh8gJsKjls6pw6D/setPpab/6yD/GPFQP/5zgHIN7zl3KsrF+oPN/LGAwXC/t1mPE1linzgifwXTT2Rl/tsLNE0mwZ1I702fmjsMTV9eQbOfujCiMljvArYMIYJbhO8KmtbSSp2Cl4VXw0mPVsyIP9pESGlu+OAneSZ5NAlCprL72wi1469C/lHBp7o9UJfzHf3kOn6VcCbLdvIkzvCuoOpleTjLmGtP/qPkZjmzcC79zaSv70CgVN8O0jM50J+sP49cqW6Duaqb1SToLMcsDSrksQVjCXa+GbrHuLh5wRnb79bQz4auAfc9FoVKdqfDB6GP6wlv0xXA4/f2UuCT5qBr/ftJN2xU0KPBnOIbv9j4O0jSeTc1/mgWT2lIzvHXwa+NexDwhPrgduvMMRw/whwWJEDKbi/HvjZt97Ek1MAl4l8ybmyJKjZ+DSPHOw4Afl704XkfbfjwBPZpcSlqA3Oe3WmkvgbBT/f7NhBnjX0Ae8LqyAKyxfA24ZGLd43hDqlZ5zpgZQaYAdlAt13sQQ467MXaDgV7liCoYaqBj4Brx5U1dGxXqHvR7lm+sYpoS8VY+10Jv0B3JPikW7aqyRwf06HXaFcaAvs/5Wh81Q+6Qg1T95upaX+H0B+w6VWumv7OtjbDzUX6MVNwj1x/xepcJaHqpojsAAABtJ6VFh0TU9MIHJka2l0IDIwMjMuMDkuNgAAeJx9WNtyJbcNfN+vmB/QFHEl+ZAH767jSqUsVcUb/0Pe8/+Vbs6Ic2yjoqPTK41wyCaABsD9cvDrX9//+Z//HvtLv3/5chzt/3zPOY/frbX25deDPxxff/7lH+/Htx8/ff188u3j3+8/fjuGHGPgM3j90fanHx+/fj6R49vxpu2cYkPG8Ran955hRzvb+no+rDSVebppS6GpurtqYWrHB0zH6WMK+L7l6SLNozD1teo4xzTJPN7sHO6RvTCNZdq5lrdJ0xQxy8I0lym2zRHejzc/e+8zW2Hab9PRNSTgjFOx/qiONZZpnDZbDzhLztkHPlWYzuMdf/dzhIy0462d0YfN6ljS7mX79K48TYyhWprKWhaejxgmBwiM0UZFQK5wGQ7urfuBY6mYVMcSW6Z6YkmFhZwt4LhZmV7hktN8egRMdXTEuDK9wtXOIS3geT1zIAhemSaPNU9TnMZgOVVaq7JFVrTGaSOm8/w93Orzr2DlOZvL8OWpnvXxV6zytAydyF0s3j2rrNIVKQR1WJjBMqGEMqa6dGXn9JZdcCIPRKFUlVIrDtnNyLh8r6VD1ciTS0FVfvnTWuVPvaJ0hmQLxjPAc1TJrytIeG6uM5Y/bUrlTyTmBx7PNiLHytGuLC9/NWSIlBoxJbmhDRqoDBkheNtMRicJ85Qy6jqxN9wuSLqlJRGkXWXJ6ndASRBbS7pAIapZ7W6MUD/V4HajZfPUsuwYIzROGep61wdFBCpLCmmemUg5vcrDzLLoGCMEbWTrzZ2ZIth+VME0hgjibAPiEO6PWt3KCm2MEUxTeyKaKwOMBbgw7UgmVIfGqmtMwAauvTw/44RShrUcClgVOt0rgdikaSCH1ZCiTFbPmJXqvJGrn9JQSPQO1cwqVM6qhwodBg3JFQGU/SoCzqqHFhHTuiy/ao9m5aoMFhrPtIbKwFVjQtVVCBChD4j/1MyObFir9mwlgbhWRVlIXyFAi4rSr54XV5U0MERaoz5GKQCnppYHECwaeMyMctFBtyICKGKrhkHPUQrAWfawvaFBIkUgfUFBqXIl2rV7gt1MSBYlqnkV1JDrSD5Nkfd+GpSaVaqGXpkivbPVIf/NZtl0w670s5gNSwm8lL0UVfillIGxYK6SjzmijFLcmhKWFMHuOm3UPPMW6rBEqUa56sYeVVj24zeIf2QfSFI/07TO/KCeMBthMBD6SD16KedghNDrQK2zf3bvY1TpkW3VHTALXZ2+jTkrD6VcpxFFJnHLHhM9pLLUy0MYNxPegvpDWr35HR+fnbuzk2F+qmSUfsUc452yPiJLUcl6uX3cKadoyXmVp4ZjVaZ57Y+anLEm2BmQf+X5vGVkc5Iher6g6M2S6xofoA5MV8hVnh8zZ0l1XiNJp88ncx48o9JRb/fwhHC7cn7AcGqlOPs16CExLcBxjRoiZXvqukxRR1BxloKgaEStMrV7gsaZDDVpdT0fUTLwteyENDoK/1WgMWuWB4v7FoFuyp1Xh0ZDq9Klr9FchdnaOG/DFlltlQD6mvYUCd1xz6Ci0Xqt1Eof97LSUByoFolQKRnM+yIz0BnwOQyz1ltUsR3t09SyYQpBk0CPnGV2Ywr9WAwMNW3E1ahFyoH35/fvf7iFXfeyrx/v3597GV/63L34sud+hb8d/tyh+IrnniR453MXwt+O/tx3HO/x3Gkc7/ncWxxveb2cyAJ5uYPIgk0OU7UTZPPDjcIJsikKGQJksxTSJGyiuAbIgs0V474s2HQxScqCzRizshD0dUwXgm7OSncRHocqbfC9OetyKm4fmzMzjqCbs5IzQDdnJWeAbs5KzgDdnJWcAbo5KzkD7HVwlWONpS8DqhBsczZyBtiTB+TMm8jmbOQMsM0Z84ISbHM2cuaTzdnIGTMI/v3291/+9qw/7uebOSY8JfjrICfryWbOixnBN3Mnc4DvlZ3MAZASd3w+6/fzzd/pc4Bv/k7+AP8TW/yuBN+ed/Lnk83f6XlAvE43QuDs8rpayP18n4J9gBCPDfMcENv/sZSI70eNS46BSeJlpnBCbP8HRQmIzTyoS0Bs5kFpAvK17Qsht/fQ37k1uvdLH3dCbs5pV0xzc076HJCbMy+i68lTRPJ+sjlnv3SXm3PS24DcnJOcofH+2gOd0DdnDkusMH1z7uQM6Jtzp58BfXPu5Azom3MnZ0DfnDs5A/pT+8gZ0Ddn1n9C35w7OWPl8doFlDA250HOeLLpDL0J7gf0MpZ6+A1mRn+tm2N5eb5UwPGZ2c9OzAyE7MnCwczI9pJP7CavvYO/f/5/IH7+8j8brcciS3/rvAAAA2J6VFh0U01JTEVTIHJka2l0IDIwMjMuMDkuNgAAeJw9VLuOI0cM/BWHEjBqNN/kCQcYGAeOdiNHhqPJN3FwyX38FbvHxgorDYdkF6uKfZ6P75/Pi67H+bz4+roeH5dcF770PD8e53r9cZ6f/3124O/z9z//eezfdu6nz+f+Yf+nrJznZd3vdXmf8XX968/rsueJB3zwd+rz+hK84a/HyTjhZAD6/vnbz8eL5yiSPF42NMLteL+ohgpTh1hVuUM5NIuPlw8lmrZDWYKQjFS16FD0W+2QE4l2CAWedrx0RET5DmUwQjwY2dkhG1ITIGhUJK/2OtKojtccFikVOy1K40Aok/kOsVkeKMycq5fgJKUD3ZmEOsIjhRg509SrIzREyxDhjFoDzpE0HVWeAIpIDeFMBIq7SQ5JK0VJmEof5KOm0j46nFZE3LgOQW5oN8EQKSaIOM8OyCidHmirpnOnaBToW+i4sfS7LNpYpMENI58N13h6nz3HFOXmovEIkt/QcabhbbMTDf3NzSokwmw8DVDfQCayWRX1JSQgkmIwhIhAB0KgGZxTy8HAdrxjsJR5B6Z6E5+DkmGNJSInSK3h3nQsDcuhNDh1jIiZCUU4HULMBDAUwXN9OCJoF8caEUjfUG8KRftloksXab/S7TPXLjJQxdJtVN1q5dAE0A24vQKTmcAFC59Io4lhJQsOh02YEw4umdU5ViZgGsvA7ndO+ErxijU4DG252jC5NF0wiq0h+iwMPKFbeW9CI5RcUoC32mVi2mYJ8tYGRR5GcAZkX2iwPAUQOgQ6+GpCEYwMDFCbCTFITTjZFzoY25exIU6sZ0oyVHBJ3gokhofs0Z6tgS/j3o2ZVSuB2BRAw6q9Bpujsv0JAzdOLD7hEMBiLLl1D7zPQMCFF/lQszmHTkZz49RCaju7r4OeRK05Ay3QfcvjjE1ZMs9eMBTBRtE5ZRBq5UhhXKwVwQq9tyBx9oB9lM5aaxnZSaAGI/nebWyEYuY01X0hsBivHSS67ynuq262JrUvpcAagIjlcN2NCjTGvQW5Tmt/3JsCS/c1xdSUrlDm8tCLwW5oq4LNkDuJZvTlQmbrNkHvbA/iHpKY96XbSsGLjntSdxU24d6WBv48fvz1TWF6/vHHNwEXfiiYxf8aNn/+AqfAUHKfzbAAAAAAAElFTkSuQmCC\n"
+ },
+ "metadata": {}
+ },
+ {
+ "output_type": "stream",
+ "name": "stdout",
+ "text": [
+ "Active\n",
+ "--------------------------------------------------------------------------------\n"
+ ]
+ },
+ {
+ "output_type": "display_data",
+ "data": {
+ "text/plain": [
+ ""
+ ],
+ "image/png": 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\n"
+ },
+ "metadata": {}
+ },
+ {
+ "output_type": "stream",
+ "name": "stdout",
+ "text": [
+ "Inactive\n",
+ "--------------------------------------------------------------------------------\n"
+ ]
+ },
+ {
+ "output_type": "display_data",
+ "data": {
+ "text/plain": [
+ ""
+ ],
+ "image/png": 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\n"
+ },
+ "metadata": {}
+ },
+ {
+ "output_type": "stream",
+ "name": "stdout",
+ "text": [
+ "Active\n",
+ "--------------------------------------------------------------------------------\n"
+ ]
+ },
+ {
+ "output_type": "display_data",
+ "data": {
+ "text/plain": [
+ ""
+ ],
+ "image/png": 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\n"
+ },
+ "metadata": {}
+ },
+ {
+ "output_type": "stream",
+ "name": "stdout",
+ "text": [
+ "Active\n",
+ "--------------------------------------------------------------------------------\n"
+ ]
+ },
+ {
+ "output_type": "display_data",
+ "data": {
+ "text/plain": [
+ ""
+ ],
+ "image/png": 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\n"
+ },
+ "metadata": {}
+ },
+ {
+ "output_type": "stream",
+ "name": "stdout",
+ "text": [
+ "Active\n",
+ "--------------------------------------------------------------------------------\n"
+ ]
+ },
+ {
+ "output_type": "display_data",
+ "data": {
+ "text/plain": [
+ ""
+ ],
+ "image/png": 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FlixpkrjkLyoqSkNDA8C+fftqapOamsrsMOZwOAq88mHjRgIQExPy4VIXkYiEhib4+/u7ubkpKSnp6ekxVyHdunWTR6QyQ9NogxQXF8s7hObqwQOiqkpYLBIYKO9QmsjRo0cBqKurh4aGfvhucHBw27ZtAXC53Ojo6KYPr2nExsbZ2sYB5NKlOlrm5OTcvXs3NjYWgJ2dXZNE11hoGm2QAwcOREREyDuK5mrrVgIQLS3y99/yDqWJzJ49G4C5uXl2dnbVF8VicUBAAPPc0t3dnc/nyzHCRiUUCnv27KmhobFs2XUJu6SkpDB/Yo0aWGOjaZRqTOPHl3A4yzw8CgoK5B1KU6ioqPj4448BDBw4UCgUEkLy8/NHjRoFgMVi+fr6imrZYdHyrV+/HoCpqakkW1cY2dlZBgb6zs5OjRpYY6NptKEyMzNPnz4t7yiaq6Kiie7uAEaPHl3TaVGMvLy80NDQLVu25OfnN1l0jeHNmzfM8h0/P7/Y2Fh7e3sABgYGCn+q4OPHj5nCYFeuXJG8l0hUGBaGiAjNxgusCdAn9Q0VHBx86dKlTZs2yTuQZiolJcXFxYXH423cuPH7778HUFZWlpiY+Pz586R3MA/rOBwOl8sNCQkxMDCQd+DSu3//fv/+/YVCoaqqanl5effu3YOCgqQ7M6Z5qulvUEVFZcSIEadPn67Ph4nDw5UAtrOzEGjSHXoyRNMo1eguXLgwcuRIAFwul8/nV1vzRVNT08bGJikpqaCgYNiwYRcuXGAW+bdETHGse/fuiUQid3f3kydPakhStEYoRGAgiovh6Qlt7cYPsx5iYmK2bNkiEAiYqt7V/g2qqamVl5d37NgxIiJC8gN4AEREqBNS3r17GYslVe3H5kCel8KK4uXLl1OmTNmzZ4+8A2m+fH19q/YyqKmpWVlZDR8+3NfXd/fu3devX09MTGQmDVNTU5mF/atWrZJ3yFJKT0//5JNP8O9eOEdHx8LCQol6Ll1KIiJISgqZMaORY6wfHo/HHGdblTRUVVWNjY3t7e27du1qb2/fvn17Fot18uRJZjnX4MGDmXlhCUVG6oWFQSiUdDq1GaJpVAb++eefH3/8MTo6+v79+8+fP09PT6cFOj909erVoKCgN2/e1N7sxo0bSkpKOurqGf/7X9MEJkP37t0zMTEBYGpqGhwc7ODgAOCrr76qfV640uzZlS/mzq2t1leT27lzJwAjI6P+/fvr6elVezWmqam5f/9+6X4Lxse7x8UNEghyGu07aHQ0jcrMihUr3v3BWtOnDzEzI05OpF8/MnIkmT+f8Plk/XqyejWJipJ3sM3a/s2bCx0dSZs2JCFB3rHUw+7du5ldSX379k1PTyeEvHjxQkdHB8CxYzUXUoyMJAMGkJwcMnNmZfZsZvtou3fvDuD48eNeXl6130wQQm7evKmsrMxisf766y8JP//1a783b1aXlLTgtbQ0jcpGVFSUnZ2dpaWlmZlZmzZtVFRUtrm4/Ge/uY0NWbSIpKcToZBMnkwkuTxptcRiMmYMAYiTEykqknc0dSstLZ02bRrz69Pb25vZL8s4c+aMj8+noaFqBQW3qun5xx+EwyEA8fAgERFkyRKyYgW5fLnpQq/L48ePARgYGJSWlr569arOmwlCSEBAAAA9Pb34+Pg6G4vF5YmJHmJxRZ0tmzOaRmWgvLy8a9eu793mnP74YwIQZWXSpg0xNSWDBpFZsyo7/PBDNRvlqHcVFlYWxP76a3mHUoeXL1+6uLgA0NLSCqxuy1Za2g9hYXj61Li8/O2RLWJxedo/88XmpgQg9vYEIKtXN2HUkpo+fTqAxYsXS95FLBaPGTMGgJOTU1ENvwWFwtzs7N0vXvTJz79SUHAzOXlaYeEdGYUsB7RQngysXbs2KirK0NBw6NChRUVFfD6fz+cbGRhASwtFReDzwefD0RFaWsjMhJER0tNRwxwTVUlLC6dPo2dPtGsHsRg1P7Xn8/kJCQkJCQk5OTleXl6aUh+vIpXLly9PnDiRz+fb2toGBQU5Ojp+2MbUdG1JSWRBwdWkpDGdOt1msVQrKtKSksYUFz8SbOrccRkHsbHQ0ACX25SRS6KwsDAwMJDFYs2cOVPyXiwW68CBAzExMc+ePZs5c+bx48er3iorK8vLu1JUdLCg4CohAgA83kkzs4C2befl51/Q0vpE9t9D05B3Hm/xwsMjVVRU2Gz27du3q3m7ooJkZpLYWJKQQHJzydq1xN+f0P2jEnr9mmRnk8WLydq1ZMsWUlhInjwhx48Tf38yceKvkye/u7xUQ0OjZ8+eEj3MkZGUlBQVFRUAo0aNqn3XgECQHR1tERGhWVT0mBASF/d5WBiiotpFRelnb+5DzM1Jddvw5W779u0ABgwYIEXfqnnh3377jRASFhbm4+NjaGh4/PinYWEID1eKixuUk3NIKMzNytqVmblFKGzB2y5oGm2Q8nLi7FzyySeLFixYKO9YFNSqVZXHl65bR9avf3e6eVffvgC0tbW7des2YMAAdXV1AD/99FNTRvfLL78EBARIkruLi8NLSqKzs3e/fr08J2ff8+fdw8OVwsIQH+8uLmqmMzzdunUDcPLkSem6nzp1isViKSkpmZqaVv22mz59WGbmbwJBlmxDlS+aRhtk2TKmEi2RcGkgVW9z51bW/j10iOzZQ7p1I2PGkGXLyIED/AcPMjIyqhpeu3ZNSUmJzWbXazNiE0tKGl9RkUEIKSi4ER6unJbmS0gzWtv0rkePHgEwNDSUsBb1e+7evXvz5s2qyvampqY+Pj6RkZEyj7M5oGlUeuHhREWFsNnkTgueHG/2Tp0i+/YRHo9MnVrnU/vVq1cD0NfXT0pKaproJFRa+iI5ebJYXFZenpKW9kNGxiZCSFlZ8wryPczagyXSVozt168fABsbGwDff/+9YtdkoWlUej17EoB8952841B4N26Q338nL1/W2ZDZfAmga9euJSUlTRCaJPj8M5GROmFhePlyVllZfEVFRnLyJLFY2GyvQwkheXl5mpqaLBYrLi5Oiu4vXrxgsVjMFlhdXd2antcrjJa6bbmJPXv29sXz58jMBICVK+HlhbVr5RhX6zBwIL75BubmdTZks9lHjx7lcrlRUVGzZs1qgtDqIBKJf1qd9sxLJCrgcOyzs/dkZ+/g8/9s23ZRQoL7mzf+TRPF06dgTnQNDsarV7h5E0Dl/xl8Pp48wenTwWvWrJk0aVKvXr0sLCwIIY6OjnFxcWPGjBHVcthidXbv3k0IsbS0BDBx4sQmXj4hB3JO4y3Et99WvvjmG+LvX7ltb8ECOUZE1Sg6Opq5DpKoysHr12TlSrJiBQkLk3Ec2dlk8GAClA/q/uypTVgYwsNVs7J2EkIKCoLDw5XCwth5eQ0+D1ECO3ZUFs7+9lty6xZxdSVZWWT+fPLTT6RnT2JgUPnQrm/f2e9mBnV1dVVVVWYthJ+fn+TDlZWVMVtCmSf1ijof+i56NSqR0lKsW4d168AcZ+fsjAsX5B0TVQMnJ6e9e/cCmDdvXmhoaI3tcnPx6hXWrcPixVi9Gtu2yTiO0aNx/Tr09VWfve542FRFxcTWNsTIaDYAbe3+JibrAHFy8qTy8gQZj1udPXuwbh1iYwFg9mz89BMAJCXh8WPweNDWRvfucHFxX7Zs2YEDB+7evZuRkcFsx1JSUlJRUVm/fn1QUJCEY506dSo7O9vc3LygoKBXr14f7kxRQPLO4y3De1ejfD6ZM4fMmSPXmKhaffvttwA6dOiQlZXF4/EeP3587Nix07/8QiZMID17En19ApDPP3+7tWzePCKTgjIlJeTCBfLoEQkPJ3Z2REWFAKRfP0Fp+n/biRMSRoWFISpqWGOf6PXe1ei5c2TvXuLmRp49I3fvkncWO/yHQCDo27cvAC6XC0BbW/v58+eSDMcUuGLu6A8ePCizb6MZo2lUIlWPK7//nmzcSPLySFwcGTuW1KceGNWkKioq+vTpA0BZ+e1Wvd6mpm9XnurokJEjyYIFJCODlJWRqVNlM7CXFwkNJYcPk507yZEjBCDe3qSimj3jQmHBrVtfGRpqTpgwQTZD1+D0aZKYSAghGzeS+/fJ7dtEJJJok21GRgaz5NPOzo75f51nE8TGxr77cKmVnPlI06iUoqPJkCFk0SJ5x0HVLCkpydDQUF1dXUdHp3v37mPHjl25fDk5eJDcu0cyMysb5eWRgADy448kMZHcvk3qPDi6djk5pGoakZlBf/KklubvbfV5D3MRffTo0VWrVk2YMMHc3HzIkCFpaWlSRycWEzs7MnAgkaDASKUHDx6oqqqyWKwOHTpAgqJ/8+fPB8BUCJw3b57UobYsNI1KKTKSsFhEU/Ptv0eqGRKJRKmpqRI1DQoiysqkT59qrxwlVVJSOQFUUSHhpM/Zs2dZLJaKisrOnTurMqarq2tVlet3KSkpffHFF1JveA0OJgAxMyMCQT16bd26FYCGhoaWlhaAzZs319RSJBIx5Va1tbUBPHv2TLo4WxyaRqU3YgQByNKl8o6Dkgkej1haEuDtRLh0tm8nK1eSBQuIxE+oFy1axGazWaz3TyLS1NTs2LGjg4ODg4ODlZWVn58fcziH1BtePT0JQKQ4WGDKlCkATExMWCyWsrLyrVvVFf0jhBDC4/HGjRsHoE+fPtIF2RLRs5ikFxEBFxdoaiI5GYaG8o6GarjQUPTti7IycuQIa+LEJhv21KlTY8eObdOmjbW1dWlpaWlpaU5OTkFBwXvN9uzZ07Fjx6FDhxJCLl269Pnnn9drlJwcmJlBKERiIiws6hdhaWnpxx9/HBERYWNjo6SkdObMGWa2lM/nJ/1XTExMenq6srLypk2bfHx86jdMyyXvPN6yjRwp6Nfv8dq12+UdCCUjhw/HWll179w5PDy8ycYcMmQIgK1bt3711VdV/zB1dXWdnZ3HjRvn5+f3xx9/3L9/Py8vjzRgw+u2bUF9+/49dqyUUxbx8fHMCSJOTk61TDsA4HA4gwcPbukHZdcLvRptkEePHvXq1UtXVzc5OblepyFSzda3c+Zs37XLysoqLCys2r9THo/HHJAZHx9/+/ZtHx+fUaNGST1ccnIyl8tVU1NLS0sLDQ3NyMiwsbHhcrlt27attj0hxMPD48yZM127dn3w4AGHw5FkFEKInZ1dXFzchQsXhg8fLl2oZ8+eHTt2rEgkEovFzFfU1dWtrKyYOYcqlpaWH05QKDg5p/GWb+DAgQDWrFkj70Ao2SgrK6s64TI7OzssLCwwMDAgIMDb23vQoEFMvaIqqqqqHA7n0aNHUg+3dOlSAFOmTJG8C5/PZ9ZyTpo0ScIuN2/eBGBmZlavMzs/dOHCBU9Pz4MHD967dy+TPl39F02jDXXr1i0A+vr6BQUF8o6Fko2XL18aGhqyayi5r6ur6+Li4unpuXz58l69egFo3769JIcUfUggEDB5+f79+/XqGB0dzWxUl/BY77FjxwLw9/eXIkiqTvSmXgZMTEwqKirWrl07e/bsultTLcHFixenT5/O5/NtbGxquWkVCoWDBg26fft2//79r1279u5Sf0mcPn16zJgx9vb2z58/r2+EJ06cGD9+vIqKSkhICLPRoMq70w6M2NjY0tLSly9fmpmZ1Xcgqm7yzuMtXmRk5SEiZ8+elXcslCxJWCIzPT3dxMTkc0vLvPqfSTdo0CAA27Ztq390hBAyb948ACYmJjt27Fi5cuXXX3/do0ePaudzmUvXWpZ8Ug1B02iDCAQCZ2dntKYNG9SH/n74UGxgQFgsUt3JoDVJTExks9kcDidX2mNiKyoqPvroow/zpqqqqpmZmZOTU9euXe3t7Tt06LB79+46l3xSUqNptEFWrFgBwNLSspCeItLKbdtGAKKlVVkFRAK+vr4ApjZsL//QoUMBdOnSxcHBwdLSktlo9KGsrCzmWZaxsXFDtpNS1aJzo9KLjIzs2bOnSCQKDg5mjkygWrVJk3D0KDp3xtOnqGuStKKiwtzcPDMz8+HDh/Ef0R8AAA3TSURBVG5ubtINmJ6ebmFhASApKcna2rqiogKAnp6etbW11X9ZWloSQtzd3a9everm5nb79m1VVVXpBqWqIe883lKVlZU5OTkBWLiQnglKEUIIKS4m/fuTq1dJQQF58eLD8l/87OyHDx8ePnx4xYoVTA06Ozu7ly9fHjhwQLoB/f39AYwZM4YQEhQU9ODBg+zs7Fra83g8pn7dN998I92IVLVoGpXSDz/8AMDKykrhz5mh6icqivj4kD//JF5eJCqKrFhBPD2JiwvR0/P/7y2LkZGRsbGxkZGRdKeZikQi5lL0xo0bkveKjIxkVuxLnbupD9E0Ko3w8HDm6fwdeigo9Z5FiwizgvjAAbJ+/dvypsCZAQNcXFy+/vrrFStWHDhwoHv37gCsra0BtGnTJiEhoV7jXLx4kele30M3Dx8+DEBdXT1M5uemtFY0jdZbWVmZo6MjgMWLF8s7Fqr5+f57wucTQsiePeTcObJiBTl8mDx8SD643U5NTWV2fNrb2wPo0qVLvYocjxgxAsDGjRuliHHmzJkALCwsap8EoCREHzG9deTIkZUrV+rp6RkbG7d5h76+/ruvN2/e/Ouvv3bq1Knq/oii3oqNxe+/w9UVDx9ixw7UsBWKERISMmTIEJFIZGpqmpaWNmHChKNHj0oySFpaWseOHZWUlF69elXT7vtalJeXf/LJJ6GhoW5ubnfu3FFRUanvJ1D/Ie883lzweDxDQ0MlJaU6/8R0dHTYbPbDhw/lHTLVXJWVkdRUIllx5Y0bNwLQ1NRk1ipt3y5RtbBVq1YB8PT0lC7Ahw8fxsfHM2Xt7927J92HUFXo1WilCRMmHD9+3MbGZteuXQKBgM/n8/n83Nxc/jtyc3N5PF5ubq5IJEpJSXmvSgVFSYEQ4unpGRgYaGFhkZqaqqysfPPmTeZUuJqIRCIrK6vU1NTg4OD+/fvXd0Q+n29qaqqlpZWXlycSie7fvy/1iiuqkrzzeLNw7tw5ABwOh8Ph2NjY8Jm5repcu3aN2bb03XffNWWElAIrLCxkDi/q1KkTgHbt2r2u9Ugo5sfV2tpautNEtmzZAsDW1hbAiBEjpI2aeotejSInJ8fR0TEzM9Pa2joxMXHy5MmHDh2qtmVERISzs7O2tnZRURGHw0lOTpZiWoqiPhQXF+fq6pqfn8/lcjMyMs6ePcsUYGRkZWUxdUYSEhISEhJu3LiRk5Pz448/Ghsbc7nc+l6QOjo6xsTEmJiYvHnz5uLFi+7u7rL+blofeedx+WNqiDHLktu3b8/j8WppPGDAAPx73qyvr2+TBUkpPOZsO2VlZR8fn4MHD/r5+Y0bN87Z2VlXV/fDf7YqKirMXVHbtm0lPbOPEELInTt3ADCF6zt06NDA8qMUo7Wn0TNnzgDgcDjq6uoALl26VHv7kJAQADo6OiwWS1NTMysrq2nipFqDJUuWVFs3Xl9f39XVdfz48StXrjxy5MjZs2cNDAzw7425q6trWVmZhENMmDAB/y6xouVHZaVVp9Hs7GzmrpxZAu3l5SVJL2YbH/MTvHz58sYOkmo9ysvLx48fb2lpOWHChFWrVh09evTRo0c5OTkftrx27ZqSkhKbzW7Xrp22tumyZSmSfH5OTo66ujqbzVZVVVVWVqY1SmSlVafR0aNHV+VQU1NTCeuVXbt2DQBzq6WjoyN1lTOKagh/f39j424ffXSXyy0DiCR7Ozdt2oR/H2R9+eWXjR9ja9F60+jx48cBaGlpqampsVisy5cvS96XKTZuY2ND74woeRGJRJ6epQCxtCQAUVcnoaF1dOncuTMAExMTAPX6gadq10rT6OvXr5l64MyTpRkzZtSr+6VLl6rm6fX09JiTbymqiRUUEDs7AhBbWwKQceNqa8xM6zM/tObm5vThkgzVtlNNgcXGxpaVlamrq+/YsePjjz9mbnYkN2zYsB49euTm5lpbW+fl5e3YsaOR4qSoWmhrIzAQmpqIi8Ps2Th8uLbGbm5uR48etbKyAuDt7S3Jhj1KQq103Wh5eXnnzp2TkpKOHTs2fvx4KT7h/Pnz48ePHzt27MGDB/X09Ph8vsyDpChJnDyJsjLo6WHkSLx+DZEI5uaVb2VmIinpzYsX/2MWnMbFxT179gxAamoqc2tPyUT9DjJUGGpqasuWLZsxY8batWs9PT1rOkq3FiNGjEhJSdm+fTsAZrEURcmFpycAfPQR1NSgrIynTxEaioQExMejsBAuLlFhYV5VjY2MjNzd3WkOla1WejUKQCAQdOrUKTk5+c8//2RW4NfX06dPXV1dhULhzZs3P/30U1kHSFH1sGgRiosxbBjCw7FmTeUXDQzQq9dLPb3lXC7XxsaGy+VaWVkZGhrKNVIF1HrTKIDdu3fPnj3bwcEhOjq6vhekAoHAzc0tIiLCx8dn69atjRQhRUlo8WJ4e+ObbzB1KlgscLmwsUF1Zy1TstdKHzExvLy8LCwsYmJimFoP9bJmzZqIiAhLS8t169Y1RmwUVS/6+rC1xaefwsQE48fD1ZXm0KbTqq9GAfz+++/z5s3r2rVrREREtfvwqlV1JmhISAizqYmiqFarVV+NApgxY4apqWlUVBSzFFQS5eXlU6ZMEQgE8+fPpzmUoqjWfjUKYMuWLd99952zs3NoaOiZM2fy8vLeOzWEWahfZdmyZT/99JOtrW1UVBQ9RISiKJpGUVZWZmVllZ6efvXqVX9//4cPH77XQFVVlcmnv/zyS7t27dzc3EQi0a1bt2ovUU5RVCvR2m/qAairqy9cuBDAtGnTRCKRo6Nj586dbWxszM3NDQ0NORxORUVFZmYms/Fp8uTJAoFg0aJFNIdSFMVowVejQqEwKytLJguJAwMDJ02aJBaLhUJhLc3U1NTKy8vt7OwiIyPpknuKohgtdRdTdnb26NGjeTzeo0ePmCMVpcbj8ebPn19RUeHl5dW7d+/3TrKrep2bm1teXq6lpbVy5UqaQymKqtJS06iGhkZubm5MTMzkyZODgoIkX6v0oXnz5mVkZPTp02fv3r21L8LPyMjgcDjVHupAUVSr1YJv6uPj43v06JGfn79p06bvvvtOug85d+7cyJEjNTQ0nj59yuVyZRshRVGtQQt+xGRjY3PkyBEWi+Xr63vr1i0pPiEnJ2fWrFkANm7cSHMoRVHSacFpFMCIESN++OEHoVA4bty4tLS0+nafO3duZmZm//79586d2xjhURTVGrTgm3qGWCx2d3e/evVqz549b9++raamJmHHwMDAcePGaWpqPn36lDmOiaIoSgot+2oUAJvNPnbsmKWl5ePHjyWfIc3JyZk3bx6AX375heZQiqIaosWnUQD6+vp//fUXh8PZsWPHwYMHJekyZ86crKysAQMGMHOjFEVRUmvxN/VVjhw5MnnyZHV19cDAwM6dO+fl5QkEgqKiorKystLS0qKiIoFAkJ+fLxKJHj16dO7cOR0dnejoaAsLC3kHTlFUy6Y4aRSAt7f3/v37xWJxnS3bt28/duzYX3/9tQmioihKsbXU5ffVmjRp0t69e9XU1AwNDdXU1AghqqqqLBaLzWaz2WxCCHMaoqmp6ZUrV9LT0+UdL0VRikCh0uiNGzcAeHt7FxcXHzhwoNo2mpqaV65cMTc3P3/+fF5enp6eXtPGSFGUolGoNHrlyhUAQ4cOffPmTWFhYZs2bZSVlbW1tdXU1DQ0NDQ1NVVVVXV1dU1MTAYMGHD9+vXAwEBvb295R01RVMumOHOjOTk5xsbGqqqqPB5PQ0Oj9sZHjx6dNm2aj8+4TZuONk14FEUpKsW5Gg0OVu3b927Hjo/qzKEAPDy+Mjdfoal5vLzcX02NrhulKEp6irBulHH+vM6tW727dZNoBT6Ho2lu3g8gubn0apSiqAZRkDQqFuP6dQD4/HNJuxgYTALA4x0CFGRag6IouVCQNBoWhqwsWFrC1lbSLtra/VVVO5SXJxcVPWjM0CiKUnAKMjcaEgIAw4bVqxO7ffvlYnEZm61OiJDFUpA/Coqimpgi5I4//sCSJbC3R33L0hsaeqemfsNmawmFuTo6gxsnOoqiFJwipNGff4axMcRiMGu3Xr1Chw6S9iVEyGZztLX7Nl54FEUpNkWYG/3sM5w/j9JSADh/HtbWWLoUAkEdvSoqXgkEbywsdiorG6Wlfd8EcVIUpZAUIY2yWFi4ENu3Iz8f69ZBKMSGDejTB8+f19ilqOjOixeuiYke2dn7KipeAkpNGC9FUQpFEdKomRlsbfHll9izB0+ewMgIbdsiNBQ+Pn4bN24UiUT/bU4yM3+JixsoEGQoKenp6rpra3/aocNm+YROUVTLpzibQQE8f46pUxEaChYLXbok/P23nUgkcnNzO3jwoJ2dHYDCwsI3bxYUFR0AWO3bLzcxWa0Yv0goipIjhUqjAIRCbNqEVavQtm0yizWgtLQ4OztbS0srKSmJz+d7eHg4OJClSzM6dtyjpzdK3sFSFKUIFO1aTFkZvr4IDUWPHhtTU1NycnIcHBy8vb3v3r3bo0ePv//++/lztpHRY5pDKYqSFUW7Gq0iEAgCAgLWrl1bUVGhp6eXn59PCPn666/37t2rqakp7+goilIcCptGGX///ffUqVOTk5NLSkpWr17t6+sr74goilI0Cp5GAQgEgpMnT9rY2Li5uck7FoqiFJDip1GKoqhGpWiPmCiKopoYTaMURVENQtMoRVFUg9A0SlEU1SA0jVIURTXI/wGmcfubm92AjgAABIR6VFh0cmRraXRQS0wgcmRraXQgMjAyMy4wOS42AAB4nK2Te0xbVRzHzz1tb9vBoFLk/bi8S4HyaEuhRdrDY4CCYzwkQZ0XN8KVqCPoFKc45sSAdm64R3TqZGxON0DnXJibSnucmIATHQtzGdNMZ7KMMCFKMjRL5u2vHTXD6T/e5OT3ub/zu9/f73zvvbPDgz8i8fJH3qtMXCvF1cGwiBcjI2FtGjFKpHJ3FO8FiIzKncA3C7zRU/A38OyAJMZyBBtY7OHeUCCPFGdwFTCLle4Ew4gVMA3jlfBM848K4gO37+FRUCDOFRc7/b/pW625xYklZi6tWJz/P231vgjPhlf9Nu2XSsA52Jtze71ypaWLn8KS+O/bSyb2QQxiMI8lApZIeamMl7EcKxewXMErlAJWLkPLfJCPL+e7XIP9fKXYzx/5q5DqDimjCkABaqQO5ALv1ODAIBQULMXBIVxIqAaHhKGwcBQegSIiUWQUiopG0RziYlBMLIqNQ3HxKD4BJSSixCSUpOE0yQJO1vLaFAGnpPKpaQJO0/G6dC49g8vIFHBmFp+lF7DewBuMvDFbwNkm3pQjYF2ugHPNvNkiYEseyrtLgfPyxWVFVhuyEmQtQEGFqLAIFRajwhVIWcKXlApYxgi4lOXVfsii4XO1fE4Gb9LzgXLRCxkjGiBj5QplSSkr8/dTB6jYZG2u2aJhU1LTdLlaNjNLb8rJkBn0pmxj8FMS0c/FXzTu+Db62vgRp+tmT2U3re05Byx5w07vWS2hLn6x7wV6Y1gFfGBNK52/ygA/8e4G6jN2FuodRY9Rv7kPgMeraumEzq0Z9lsJnax5GbhucxVNassH3hdbTOu7fnC4+OLHK2nNzi+HXZxaXUDzOx+wutjSoKURWwuAH/mlnE5ULbe5uL57LS0aiwTuutpEB848B7wtvp1WT+0A1jRU0Ur7duD+fkLndA8Dr7qSTA861gGvCAmnceZ4YGaBo/PN+4HfNypppb4f2Dw679zS0gk8UyuhF8YygV8qGnFO59iBW/rec947Uw7cZmlxytvrgSuuGZybrvkBfz3V7zB3RQCfrpgcFmR9cK77HV3W84mfAx8puWG1rHs938VkcLVt0wYM+aEFu23XmyngVXP7Z7bGj6bBq43R522Nx05DPmxCSn7fOQQcv09NNn6XCD4/35hCvrKGAndnm0n5yFrgSwuryHZDHfCvozzxfbAHuNTeRg7vcL+vU8MdJEadB2wfaCWm8J9Af+rtZ8mVE5/CDOGHu0lhcxRwb0gPqTl3CGq++eMt8vPQVuD1rXvJo2e74VwzQwOEVZTBuUKLB0hMZgB4Unail1Q8mQo8q9xNDnQch5ovNK8S40N7gLOm68nBvOugmRRaTixr7gYev89A/Ks7gE92JpCLDiP0atgfQI72Wt2eNOWQKtsW0PnkaBCRnxx0z7ArmXyY4J6h7oyEjExfgGcHL8mJsikW8r6j6fRY2hjw44cK6N5XBtzf1eUIeurby8DBu/PpM3OzwKXrm+k7f5rAt+uTT9Py7zcDB/0F6qxpzX37yaEAAAY6elRYdE1PTCByZGtpdCAyMDIzLjA5LjYAAHicfVjLbhw3ELzrK+YHRLDf5CEHy3KMILAExE7+Iff8P1LNWXHGSCMrbUtL1ZLFflT36unIxx+vv//9z7Ef/Pr0dBz9f77nnMdf0nt/+nbkL8fLl6+/vR2ff3x6+Vj5/P7n24/vR8gRE+/B18/YTz/ev32s0PH5eKbR+uyCnZ+t2YggP3rr63G9mRc0GrmKy/HsLTxCqYDK8bagFhoE6GhM3bgXUF27ehOeYoDO1tVdKqgd3wG1RjqBzl2Ju00toL52teZuMk+uxATW/4XGgmobPHloegDnj15Bx4JKE+F0UTrLB5MV0Lmg3HS69zieFRfkYRWU+mNbsuhuxzO3Gd5HdS+ix77CfRooUAvpwSWWVxSw2yAFyefeZMg0rrDy2JfUpGf0h5P2UUH1eAe0N9cRkogwJGWVMTj03HV0C9eDG/dBo4ot+SMMPJAGAqi6aZTQj4jpNJ10SJvWlWYFHYurIbik7Ic2N4qoYkvzIwq4FjIVUOojKg/gr6djqatSEjDBzyq2fMYLzqKpzoCGIh8qAszJdTafklQZueVdy/PlsWn3bkCgIgQeLmtWk+pAIRqCBKRY71RlC69YBaKKvFJcn3zOUTkV5N5XSSNFI0A0YnTkeIFckfJUDGQT9pQBN5TIFShrLMMgWoLNaXLpphUn+NEkVUKa4vKjFKFVV0g+jhQJJJ9g98pLQitNWjpeLXNPbZTxlCWCHYciOPOgxg6+VZZKBokQoiGK7GpwVZTRlKwnanOqRB7JM+p6lowQ7htQv/y79Qn1qYBZSyiPDhf1ZOvRRStnSuBsVAfEH7fJe9mAjypkap+3AQ2Fh+Arl6G9Sg/JAI0mnRheB3I5tQoQ/PJ+zMYcgleIlHfXqAKkWUZIeIg4Iz0AlYk9q0zSjBAtfoKcQ6agCZlWftIVIlQ8C2dDg7A7W6m7mnUEyek6OdukNmzppT5qhgmSA01gBDyVH4pqZe/LQKH39SkEcUjhl4HmU0Hj3JUcPjh134aXQcWhbwkNEJQVVXE8SgIZK/RpdOc5RkIpRbdylmU1YVAgwd9XXEU0uAqBrWhByZgmpA7QDJtXyWIZLcaxo4+Re7FPLvUJs8F3yCnGEzgrkTEsc6FA5kiRSJFAiqHuByJRIg2ewukYfqYn0pFVs3K/+Xklht7iekhqJIKUe8bpUtx3wpFQCAkuW56NM/1yhICOwk0T/b9XlWIrTlBag45SxgmiY1E53/uZ/5hQoKC5a+9sUtW0E1yKqkJF09JF0NBSzJxXpRK6JxQwj4cbtKpU1NF7Hm9sNNJR1AW/V8gM04SSTkxmAAp6VBl5t7P40cBoqXOOCGU9uS/pQWD6mkcUClCmiMcCYo7sI3c0SG8ZTR+PVjuHpzJgTs1ULQ//GPnIV29Ar53ctbp6rM40MRY52vKB+ss5onJnnPMDUgNVj7kjwHlglK6g/BiLPDujrM6HYSOqYg55zMc6ZkBEIFIYpbtUuffl7fWnTwznZ4iX97fX6zNEfvH1OQHN9pDrs4Dm85r388uumR4vDr/mdsIzrtlc8RzX/K14zmvGVjzpPkjTMnQbl2mZTQ5DMS2z+WH0zZdQ99uESzm75lD869dfLqQ91jddSr5pNmNIEy0z1nsvJuOxvtlj4KQ0fJ8rKQ3vd6EweJnLuck/VzYrTEn5Mke9n9hy3gKGt69RhrzM5s/JP1c2f07+MLydzskchjdzTuYwch+16FiD1G2kojSymUsyh5ErM5I5jGzPS3KGkc1Z0ucwsjlLcoaRzVmSM4xszpKcYWRzluQMo/fpg9Lo5gxl1WU2Z81cTrM5a6ZzmiuhV0bje3PWTOo0mzOkUpfZnDU5w+jmrMkZRjdnzQSHsXsT1jS2OVtyhrHN2ZIzjG3OlpxhbHO2VYP4vupwFaKh0d1anqaxzdmyHMHZNmfLioSxzdmSM4zfGxKl8c3ZM6thfHNGfzlXNmfP3MiVzdkzN2B8c3Z7rFzy4Y+VzdnjrA7fnD39DOObs89zJe4Cfa5szpF+plTZm95qmticI/3slxBGejn/C7MX7Cxw2leIdLLfkzDidOmVcrGcHLfEiPkIzT4qRfouyfn6419C+P3pXwjZaCiUKNC/AAADEXpUWHRTTUlMRVMgcmRraXQgMjAyMy4wOS42AAB4nE1Uu6ojVxD8FYcSjA79fqwwLMiBo3sD48g4mnwTB5vsx7v6jIxXCDQq9bOqWq+Tz9vjlPM8b6+P1+3Xz/tfr69ff/9bX9fn7fP++tCffrhdUa/P10/vU8/Tvk2Rj9PxEf+c3844/X7aeeofk7CTbq873q//H85T7ojlX37cHlyLmux4+PLKlOP54FwcBihWRqYN5CvCL4iFYyBbJa2TaBE1iC5VyV0qSnYpWdYRx8OWilRcUezJx0NWZ1BdUSpAeKVSvvO6GP1oaWn7G2NzPWhVsF2JtMIqAaV3d1xRRV6HLKHiugaVUgdiWCEvxNr90NVOJtd+JehnK5wz32NOaSBM9Z6SCbTocjXmd3vuqZMWNFm9otUUvTyC/IqhefLFWjQT1vL0AKBONGUSSzQQA+3YYodgeJslMmvHxEgSjBitafkEyaKFRRWx3LMExnANBWLoNSODCwEzQ4bqxf5Sk7Ahw7ymMiEas/bBS8IT7RkTlxoAy0wfoNu0QLM0LAJDoEW2ChCnhtbHE5QSuo9ikTQcPMFpk/JA6IVhj2es4kBpzBFahv61lFh6kBkMMb1EUnUMEgR50Z/GdRvRtjED73wgECMNxnyOXqIb0RCfLFtkY1BbjtLoBZUhnWw3KsVsFnA/9hgzgqDcMRx5mdErbCMpezENvADkEt5rMfxEM05B3ZwcVUuszjACDgAAYxmUFQQXSAaF0eO0pzAOrsfOWS7D+yCKMlCrTHwnUTO+R1vsouI2Qpn1qIBBEo4Z5TSlNgn78NC3c8wGz8Jre9Zs8pkE1AnYnBgicd306rCKEXHtPQowzkB3lpXv3phNEIOFSCepYZvmARR25l0FN8h7esVxQVlRfIf4yjb7Fa5Oadzomm7XcXSB0lgKdv47siEZ19FCtk8KZ4PrAOlmvI8V27EMYr0tzHO24z34HZeY10FbdY7ULER6Qbz9UAP53BnkV2nYsWGVCL3+/OConChhwsb34/ufX8Zd+v23Lzz7HyME/fgXiewu/KbjwjUAAAAASUVORK5CYII=\n"
+ },
+ "metadata": {}
+ },
+ {
+ "output_type": "stream",
+ "name": "stdout",
+ "text": [
+ "Active\n",
+ "--------------------------------------------------------------------------------\n"
+ ]
+ },
+ {
+ "output_type": "display_data",
+ "data": {
+ "text/plain": [
+ ""
+ ],
+ "image/png": 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\n"
+ },
+ "metadata": {}
+ },
+ {
+ "output_type": "stream",
+ "name": "stdout",
+ "text": [
+ "Inactive\n",
+ "--------------------------------------------------------------------------------\n"
+ ]
+ },
+ {
+ "output_type": "display_data",
+ "data": {
+ "text/plain": [
+ ""
+ ],
+ "image/png": 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\n"
+ },
+ "metadata": {}
+ },
+ {
+ "output_type": "stream",
+ "name": "stdout",
+ "text": [
+ "Active\n",
+ "--------------------------------------------------------------------------------\n"
+ ]
+ },
+ {
+ "output_type": "display_data",
+ "data": {
+ "text/plain": [
+ ""
+ ],
+ "image/png": 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\n"
+ },
+ "metadata": {}
+ },
+ {
+ "output_type": "stream",
+ "name": "stdout",
+ "text": [
+ "Inactive\n",
+ "--------------------------------------------------------------------------------\n"
+ ]
+ },
+ {
+ "output_type": "display_data",
+ "data": {
+ "text/plain": [
+ ""
+ ],
+ "image/png": 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\n"
+ },
+ "metadata": {}
+ },
+ {
+ "output_type": "stream",
+ "name": "stdout",
+ "text": [
+ "Active\n",
+ "--------------------------------------------------------------------------------\n"
+ ]
+ },
+ {
+ "output_type": "display_data",
+ "data": {
+ "text/plain": [
+ ""
+ ],
+ "image/png": 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\n"
+ },
+ "metadata": {}
+ },
+ {
+ "output_type": "stream",
+ "name": "stdout",
+ "text": [
+ "Inactive\n",
+ "--------------------------------------------------------------------------------\n"
+ ]
+ },
+ {
+ "output_type": "display_data",
+ "data": {
+ "text/plain": [
+ ""
+ ],
+ "image/png": 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\n"
+ },
+ "metadata": {}
+ },
+ {
+ "output_type": "stream",
+ "name": "stdout",
+ "text": [
+ "Active\n",
+ "--------------------------------------------------------------------------------\n"
+ ]
+ },
+ {
+ "output_type": "display_data",
+ "data": {
+ "text/plain": [
+ ""
+ ],
+ "image/png": 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\n"
+ },
+ "metadata": {}
+ },
+ {
+ "output_type": "stream",
+ "name": "stdout",
+ "text": [
+ "Inactive\n",
+ "--------------------------------------------------------------------------------\n"
+ ]
+ },
+ {
+ "output_type": "display_data",
+ "data": {
+ "text/plain": [
+ ""
+ ],
+ "image/png": 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\n"
+ },
+ "metadata": {}
+ },
+ {
+ "output_type": "stream",
+ "name": "stdout",
+ "text": [
+ "Active\n",
+ "--------------------------------------------------------------------------------\n"
+ ]
+ },
+ {
+ "output_type": "display_data",
+ "data": {
+ "text/plain": [
+ ""
+ ],
+ "image/png": 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\n"
+ },
+ "metadata": {}
+ },
+ {
+ "output_type": "stream",
+ "name": "stdout",
+ "text": [
+ "Active\n",
+ "--------------------------------------------------------------------------------\n"
+ ]
+ },
+ {
+ "output_type": "display_data",
+ "data": {
+ "text/plain": [
+ ""
+ ],
+ "image/png": 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\n"
+ },
+ "metadata": {}
+ },
+ {
+ "output_type": "stream",
+ "name": "stdout",
+ "text": [
+ "Inactive\n",
+ "--------------------------------------------------------------------------------\n"
+ ]
+ },
+ {
+ "output_type": "display_data",
+ "data": {
+ "text/plain": [
+ ""
+ ],
+ "image/png": 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\n"
+ },
+ "metadata": {}
+ },
+ {
+ "output_type": "stream",
+ "name": "stdout",
+ "text": [
+ "Inactive\n",
+ "--------------------------------------------------------------------------------\n"
+ ]
+ },
+ {
+ "output_type": "display_data",
+ "data": {
+ "text/plain": [
+ ""
+ ],
+ "image/png": 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\n"
+ },
+ "metadata": {}
+ },
+ {
+ "output_type": "stream",
+ "name": "stdout",
+ "text": [
+ "Inactive\n",
+ "--------------------------------------------------------------------------------\n"
+ ]
+ },
+ {
+ "output_type": "display_data",
+ "data": {
+ "text/plain": [
+ ""
+ ],
+ "image/png": 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to6KiOA5YVla2bNkylpctLCy2bNnCS5xVx0+90f2y/XMfzw1+GhxTGJOuSNfpWrVazQqMzpgxo2PHjgCwZMkSLsHMnz8fAAYOHNi/f38ACAoK4jIaIfVTYWGhWCwWiURsC01AQAAvw54/f57VBRYIBGy6AwC9evWKi4vTb8C4uLi2bduyAcePH5+dnc1LnDqpFWWbb968KRaLjYyMtm3bxpbwbt++rd9QT58+lUqlAoFg69atAGBpaZmbm8tvtITUE926dQOAPn36AICLiwvH0bQdQNlD59mzZxUKRWRkpIODA0umL7RKfiu5XD5r1ix2dtzV1fX333/nGKHeakUaRcQFCxYAQIcOHSZPnsweJdiOJV0FBgYCwKhRo7Ql9HkPlZB6IigoqPILwH79+kVFRSmVSl3H0Whw//5CR0dHAJBIJCtWrFBUagFaVFQUGhpqaWnJZpTe3t6v62VfWVRUFCtaKhaLg4KCysrKdI2KR7UljZaUlLB69StWrGjSpAno1QkgNTVVLBYLhUL2vtXe3r6gQIe3tISQyoYPHw4AZmZm/fv31+5EdHJyWrZsWeVG82+WloYDBiAAenrO6927d3Jy8iu/rXKrZLFYHBAQkJGR8ZoB0wYOHMiC+eijj+7cuaPnx+NPbUmjiHjq1CkAkEql33//PXsef91/x9cZPXo0APj5+bF3rJs3bzZQqIS88zZs2MAmj5cvX0ZEuVweGRnZrl07lr88PW94eWFUFL5hblpejitXoqkpAmDDhvjjj+Vv7QD6+PHjgIAA1nJNKpXOmjXr+fPn2n+rVCo3btzI2n9aW1tHRkby0lKUu1qURhHRx8cHAAYNGsTqPI0ePbrq1968edPIyEgikbD/+52dnWt2nk9I3XX69GmRSCQQCH766afKX9doNGfPnh0z5ks7Ow0AAmDTprh8Ob48N714Edu1Q/Y93t6YlaXD3e/evevt7c3eopqZmQUFBeXn5ycmJrq7u7Mk7u3tXTm91rjalUazs7NZt9XNmzez3zm//fZbFa/99NNPAeCrr75ycXEBgL179xo0VELeVcnJyVZWVgCwdOnS133P8+e4Zg22aFGRKEUiHDoUfX3x4EFExGnTsFMnBMCWLfHcOT3DSEhIGDBgAMubJiYmLKu2aNEiOjpazxENpnalUUTctm0bADRq1GjFihUA0KxZs8LCwrdeFRcXx35xhYSEAICbm5t+K1SE1HO5ubktWrQAgBEjRlTlkTkhAQMCUCLBDh3Qzw8nTcK8PJw4ES9dwiVLkNsWcETE+Pj4rl27CgQCoVA4c+bMoqIiriMagABrWekjRPTy8jp37py/v39iYmJKSsrx48f7snozryeTyUJDQy0sLH744YfMzMxff/31888/N0R4OTk569evd3Z2Li8vLy4uLikpUSgUBQUFarVaLperVKrCwkJWN6CoqEipVMpkMoVCMWPGDCp7Smo/pVI5aNCgc+fOde7cOS4urkGDBlW88PlzePoUfvgBFiyAyEiQyWDXLj4DO3PmjJOTU5s2bfgclEc1ncdfISUlRSKRCASCvXv3pqWlVfGqoqIidg7Kw8PDQC+eMzMzpVKpHj1ORCJRbVhPJOTN2H5BR0dH/Q7++fkhIi5dit278xxYLVe7+tQzLVu2XLBgwfLly6dPnz5p0iRjY+P8/HylUllUVFRaWlpWVlZYWKhSqeRyuVqtLigoYHVi4L/1XUJCQvgqof+CyMjIkpISU1PT8ePHi8ViMzMziURiampqZmYmFoutrKxEIpGFhUXlugFmZmazZs06dOhQYGDghQsXDBQYIdxt2LAhMjLS1NT06NGj7733nh4jNGsGABAUBLdv8xxbbVfTefzVysrK2HbcqpNKpewZZO3atYYIKTs728LCAgDOnz+v04V5eXmspsP27dsNERgh3J06dYotze/fv1/vQfLycNgwnDWLx7jqhlr3blTryZMnc+bMadGihZWVlbW1tUgkMjc3rzz7s7S0FIlElpaWbPYHAKdPnx40aJBUKr116xZbr+fRvHnz1q9fP3jw4OPHj+t67cGDB318fGxsbJKTk9nRC0Jqj+Tk5B49euTl5S1btmzp0qV6j3P/Pri6wvvvw/37PEZXF9R0HufZmDFjAGDgwIH8DvvkyRPW9uDatWv6jTBkyBAAGDt2LL+BEcJRTk4OW5ofOXIkx0WFK1cQALt25Su0OqP2zkb1k5OT06ZNm5ycnAMHDrBDTbzw9/ffsWOHj4/P/v379Rvh4cOH7dq1Ky4uPn78+ODBg/kKjJDKEHHdunVKpdLY2Pjl9QNt1wm1Wp2Xl8fWG4qKilQqVefOnePj49lZTL2dOQMDB8KAAXD6NF8fqI6o6TzOv+3btwNAo0aN5DIZLwOmpKSIRCKxWHzv3j0u46xZswYAnJ2da+feN2I4KpVKJpOlpqZmZmYa9EZv3Rr4SgKBYMKECdzvfuAAAuA//sF9pDrmXZuNAgAijhk8eFFpaftWrQQREdwHHDVq1OHDh6dMmRIeHs5lHJVK5eHhcf369YULF65evZp7YKRmbdiw4Y8//nB0dGR7h1UqlXaKV3nvcF5envZvmVQq3bFjB4/PSZU9efKkRYsWCoWiT58+Xbp0YZtJNBoN2z4IAMbGxqzdWVlZmUgkUiqVTZo0adeuXffu3VUqVVxcXA/WmF5f4eEwbRpMnQpbtvD0keqKGk7jBpKSghIJCgT6n0T7r4SEBIFAIJFIeCmhf+XKFaFQKBKJrl+/zn00olVaWiqTyR4/fpyWlnbt2rWzZ8/++9//Nugdw8LCtFWH34qVKGav1w33OOLv7w8APj4+iGhra1uVwDw9PRFx8eLFAODm5lZeXs4lgJAQBMDFi3n5NHVJbdw3yoOWLSEoCIKDYepUSEoCDt1GFy9ejIizZs3SbyfdC7p27Tp16tTNmzcHBgZeunRJj5389dO+fftWrlzZunVr7ckx7d5hdnLslVd169btEt+dgZny8vL169fL5XJPT8/hw4dLJBJzc3ORSKTdO2xiYsJ24BkbG1tYWAiFQgBQq9UeHh7Xrl0LDg7m/VRbamrq7t27RSIRW2pXKpUA8IbdzSzC1q1bA8C333575MiRv/76a926dVxakZeVrXZ1PdC48UKAMXx9rrqhpvO4wSgU2KYNAuDy5XqPERsbCwCWlpY5OTl8xVVQUMAycvV3jOGioKBAJpOlpaWlpKQkJCTEx8dHR0f/8ssvhw4dmj59ukE7N1y9evWt8z5jY2Nra+smTZq4uLh06tSpVatWRkZGAoEgJibGECFt3LgRANq3b69r6YarV6+yxxG9t3y8jre3NwAEBgayf2RvEqru/PnzrHHZ/fv39Y7Bz88P6uX+6Hc3jSLihQsoEKCJCb6mUuxbsVdFvJfQP3LkCABYWFhUvfYtIvr745kziIgLFmBiIu7bh4h4+zbqXt76TQ4ePGhnZ9exY0cXF5f33nvP2trapApzealUarhmLV5eXgDQo0ePX375JTo6Oi4uLiEh4e7du2lpabm5ufn5+a+8Kjg4GABatmzJsUPiywoLCxs1agS6lB+rbPbs2QDQtWtXlUrFV0g3btxgVSK5vHoaN24cAAwYMEDvEb744gsAOHLkiN4j1FHvdBpFxEmTEABXrdLj0qNHjwKAnZ2dIUroDx06FACGDx/+8r/Ky8MbN/DHH3HePPzHP3DAAOzSBbdsQT8/HDcOS0vR1xcvXkQ2l71+Hf/1L96iys7OZhVzX2ZmZmZtbd28eXNXV1d3d/cePXp4eXkNHTrU29ubncGdMWMGb3FUcuHCBQCwsrLSNU0rFArW6WzZsmX8hsQSdM+ePfW7vLCw0MnJCQC+/z6Mr5BYQbkFCxZwGSQnJ8fOzg4AXqgxWnWsa5Oux/zeAe/gSv3/kMngyhXo2BGio8HJCaq8HUSj0XTp0iUpKSksLGzGjBm8x/X48eOWLVsqFIp58+ZJJJL09HS5XJ6Xl5eXl/fgwR8CgRUiqNVQXl7x/XPmQGEhBAbC//0fPHgA/v4QHAydO0NWFrRtC19/zU9Uc+bM2bhxY+fOnUNCQu7cuaNUKjUajUajKSkpUalU+fn5L9S1UqlUAQEBPXr0cHd3V6vV8fHxrAUWj3r06HHp0qXVq1fr8c4uLi7O09NTLBbfuHGDr+JAubny999vnp+ff+HChd69e+s3yLFjx9au/TE7e9PZs425v3KPi4vr3bu3paVlWlpaFVeWXmfXrl2TJk1q2LBhcnIyq/yrk06dOiUlJV2/fr1Tp05cwqh7ajqPG152No4ciX/9hTt2/M+09Nkz3LCB/TEhIaG4uLjyRezJy8nJqXLvLR6pVCorKyuBQDBkyJDZs2ePHz/ex8dn+PDhgwcPdnO73asXfvABNmqEYjGamqKlJU6ahP7+iIhz5+KAAQaZjbKTWkZGRtevX4+Pj6/izw+r7Mt6n7Vv357jUu8Lfv75ZwBwdHTUe2mbLV737t2br6JfX3+NH374bPx4/V+4M8OHIwAOHsxDSOzV08qVK7kPpdFoPv74YwDwY8WadMS6qH3yySf1bWd0PUijP/2Ev/5a8edRo/7++t272LIl+6Obm9vNmzcRMTIyMiIiAhEnTZoEAK1btzZQUDt27ACApk2bVuUHrqQEy8pwxQpERJkMR4/GK1fw0KGKD7F7Nz8hsY/Mjqump6ePHTs2ICDgq6++CgoKCgkJWbNmTWRk5M6dO6Oion777bfo6OhLly4lJCSwxTdtR0Ie68KoVOju7gncempp68Ls2LGDe0gZGSiVokCA3NeHnj5FKysEwF9+4TQO76+eUlNT2T7Ts2fPVvGSe/fubdu2bcyYMdoCZp07d+Zlg2BdUQ/S6P79f/+oVk6jjx9j27bsj0eOHMn632Yxp0+fNjY2FggE5zjvPH2ZQqFo3rw5AOhXTWf3bnRwwKQkPkPSntTSe6H29OnTACCVSqteIvbNdu9GOzv1sGGHOT4QsPO7NjY23Lv3+PsjAOrSIexNwsIQAB0dUcdF9b+p1WrWvTEsjLfXrIi4bNkyeNvqXEZGRlRUVEBAgLOzc+Wnk3bt2rH3J46Ojn/++SePUdVm9SCN5ubiyJGYlISRkfjdd1W/ju2/a9WqFe+t8davXw96bZdhZsxAAPTwQP5WenHEiBEAMHXqVC6D8FgXRqFAFxcEqNiQwBEvdWFSU1EkQqFQ730fL1KrsXt3BNC/stzevXsBoFmzZvz+iGpX54KDgyt//enTpyx1skmAlp2d3eDBgzt06AAAQqEwJCSEvRkwMTH58ccfeQys1qoHaRQRMzNx3z6MjdXpIoVCwX6vLuew8/RlhYWFrFbeiRMn9BuhoADfew8B8Icf+AmJndQyNTXl+CCm7Uh44MABjiFt2oQA6OaGvLTUevDgASulePz4cb0HGTUKATAggId4tJKSUCzGZs1Qj3eJ5eXl7EXKnj17+IwJERFjY2MFAoGJiUlsbCxLnSyxapmbm3t5eYWGhiYkJLDZgEajCQ0NZSdKfH19WSH9Ua1aqZcuxdrRBtlw6kca1RerV29iYsJjCxD2xKT3dhnm558RAC0sXtHYVg/9+/cHgIULF3IfStuRUMahLkxRETZqhAB47Bj3iCpwrAuTmooCAZqaIu9v/I4dw5MnK4bV6axAWFgYe4jmcf8pw7Yz+/r6vrCcaG1tPXTo0I0bNyYlJb3uQerw4cNsA1zPnj03rFmjbNoUAXDkSPzfJdx3DKXRt2ALL56enrws9epdQv9lQ4dW/HxypPfGzFfSaDT9+vUDgAAO07YVKyreWvA4iVEqlZ07d9bjt8XduxVh7N+PBjp35u+PkycjIvr64rNnmJCAsbEYHY0//4xRURgZiXv23AoNDV22bFlQUND06dMDAgJGjhxpbm4OAL/88gsiPnjwgK9gzp8/LxaL58+fv2rVKoFAYGlp+dlnn61fv/7atWtVfAd19erVxo0bW0kk2QMH4vbtFUtpHTviw4d8BVnbUBp9i9zcXPYMvuiBj2UAAA11SURBVGvXLu6jzZkzBwAG87HP5dEjNDdHZ+fU//u/eC7jsJ2eq/Q6ofBK2o6E+q3OqVTYvDkCIO+buPWrC9O3L7JF/okTeY5Hy98fd+/GI0fQ1xeXLKno/F75f716vaLNZqNGjSQSye3btwcNGtSwYUO+zuOyn4elS5eyk1r6vQbJyMhIGTMGAdDSEnfswFatKlbT3tFFp3d9+z0ffvrpp3HjxnFvAZKRkeHq6lpWVpaYmMhmRhzt3Hl1+vTe9vb2t2/fNjMz02OEo0ePfvHFF/b29vfv32ezG14sXbp0+fLlrVq1SkpKqspZUubWLbC1hcaN4cIFuHcP/P35CudvM2bM+OGHHzp27Pjdd99pNBrtgYLS0lJj4z4ZGR1VKpDLQaWCwkIoK4Pu3SEtDQAgNBTmz+e5abDW5MmwdSuMGwdqNXh5QUQESCRgagpmZiAWg5UVNGp0TamMqtwq0cLCYsuWLXFxcZ9++qlSqYyOjp4wYcLu3bs5RvLrr78OGzbM3t7ez89v9erVPXv2rPoO4heVlcHkybBvHwiF8M03EBsLMTFgagrnzkG3bhzjrHVqOo/XDeyw3fjx47kMwgo3sDpmvFCr1d26dQOAOXPm6HG5SqVq164dAPzA11rVf5WVlbHVuRVss2vVBAXhmDGIiFOmIN/n4Cvk5+dbW1u/8nehp+fxl6eBw4ejnx/+5z84c6ZhZ6OIePMmNmyow1XPnj2zsrJi//exqvXR0dFcwtBunwoNDeXn1ZNGg6GhaGSEAOjnh9OmYc+eyPe+l9qAZqNV8uDBAzc3t+Li4ujoaFYpQ1epqant2rUTCAR37txhrW94cfPmzQ8++ECtVl+8eLGbjr/k9+zZM3HiRGdn55SUFGNjY75CYmJjY/v06SMWi5ctW2Zra5ufn689Tmps3DYjw1+hgIICUKsrZn9SKfTuDQ4O0KQJnDsHGzaARMJvRAAAjx49atmypVKp7NatW4MGDVjVONYqsUkT7/LyXmz2JxKBhQWYmEDTprB5M2zfDqGhcPYsREfzH1JMDDx8CBMmAABcuwZduuhw7ZYtW6ZPn+7o6Ojv779ixQpXV9ebN29K9P0Pt3fv3gkTJjg7Ow8dOnTTpk36dW98hUOHwNcXSkthwgTYsgVOnICEBDAygjlz4J1p71jTebzOWLVqFQC0aNGipKREj8tHjhwJAFOmTOE9sHnz5gFAhw4dqn4Qs7y8PDMzk+3+431n37Vr17Zv365UKvv06cPer72gbdsJL8/7bGwwKAizsnDMmIoKLIbAVp912kDKqj+XlWFkJMbF8RyPSoVt2yIAHj2qz+VqtZqdBJ0+fTqbSC5ZskS/SMrLy1kz3U2bNnHs3vgK169j27aYlIR37uDcuYiIGRno68vb+DWNZqNVpVKpunbteuPGjW+++WblypU6XZuYmNi1a1cTE5N79+7xUv65spSUlHbt2qnV6g4dOrDjzKxxhUql0vYyq1xMJC8vj11oYWFhbW2dnp5++vRphUIxbNgwXuIZMGBAdHT0ypUrIyMjHz9+7Onp2apVKwsLC1bVWCwW29i0EAo/l0jA3BxEoorZn5UVRETA11/D8+fQvTtkZfE/G9U+ECQnJ7Mdlzr54gs4ehROnYKBA3kLafdu8PWF5s3h7l3Q73ng1q1brC5MZGRkYGAgW0B7YY9nVWzevHnmzJlubm4eHh47d+7k0r3x1dRqEAph3z6wsoIhQwAARo+Ggwf5vEUNquk8Xpf8+eefRkZGIpHoxo0bb/7O4uJimUz28OHDtLS0S5cusQMeQUFBhoiKzbCqvpIDAEKh0NLSkpVGP3z4MADY2dnxUpo6JiYGAKysrNhvGp1Oal2+XDEJPXECDx1CnhoS/o2d1Jo2bZp+l69diwB6bpV/Je1JLX3r0lXQ1oWZPHkyAHTr1k3X03FFRUUODg4AEB4eLhKJRCLR3bt3OcX0Or//XrFrTKVCb2+D3KImUBrVzbRp0wBAKpV6e3t/9tlnXl5e3bp1c3d3b9GihbOzs7W1NTst8zKxWGyIwsZ3795lZ+HZXyELC4t169ZFRkYePHjw8OHD0dHRMTExCQkJt2/fTktLy8rKkslk2g2wbPo5fPhwdnRv0qRJ3ONh72eDg4O5nNT65z8RoGLhhS9Xr15lJ7V0KpVdmVKJnTsjAPJxTAERceNGBMD27bme1NLWhVm+fDmrsbRVx1Le7Heeh4cHK6FviFdPFdRqnDoVly5FPz/ufdJqD0qjusnOzq5KL2+JRGJtbe3k5OTi4tKxY0d7e/uoqChDxDN8+HAAmDp1KlsZj4yMrPq1T58+tbS0BIAtW7boWtTnlbR17ViLtF69euk3Dn8NCf/GFgY5ntS6cgWFQhSJkHtDwsLCipNaelXQf5G2Lsz3338PAJaWlhkZGVW8Vi6Xsx4t4eHhPHZvfJOSknfseCilUZ1lZ2fPnDnz0KFDv/76a3R09MWLFxMSElJTU9PT02UyWWFhYbVFop1h/etf/wIAV1dXXct9btq0CQCcnJy++eYb4NZyQ7t9as2aNWy7DJc+SEuXIgC2asXP9hgeT2rxVRdm3boDHh6ZPXpwDOdv2rown332GQCMrnIdqgULFrALeSmhXz9RGq3D2Axr/vz5TZs2Bb0KgqjVanZqZebMmWxdgpVh1sOuXbsAwNnZedasWcD5pBYfDQn/xuNJrfx8bNas3NNzTXj4Nr0HycnJYc8BsbEJ3ENitHVhwsLC2FmMqrSKys3NlUqlAoFg69atwHf3xvqD0midFROT1bHjpC5d2IutDh066Fd2LykpSSwWGxkZbdu2zcjIyNjY+Pbt27oOolAo2HaZsLAwVkKf+3YZbUNCjmVhuJfQf8Gvv55kr6Gr/uD8gq+//hoAPvnkE17i0dLWhVmxYoVUKq1ipeo//vhjxYoVBureWE9QGq2zunVDAFy2LH3AAE8nJ73L7uF//1Z36NCBnbP66KOPdK3Dwl4OuLm5sUouY9hpJM78/NQffRQ5aNAQvevCGOikFludGzFihB7XZmRksAlgYmIijyFhpbow/v7+D19fB0Sj0chksqysrLS0tNu3byckJAQEBIDBujfWB5RG6yZWKc/RERcvRgBN375cBisuLmZzyZCQENZyQ6dW40VFRWybPdsuIxaL7927xyUeLe51Ydgxc2dnZ357amVkZLCn8qO675tneyqq/u5SJ8nJyWzrW+fOnQcMGNCvXz93d/f27du7uLg4ODhYW1sLhcJXLooKBIJ58+YZIqT6gNJoHaRSYbt2CIBr16KFBQLoVqjyVU6ePMmWetm80sbGJjMzs4rXLl++nG2XMcRJrR9//BEAbG1t9WgBon3VYIga7Bs3bmSrcy8vKioUCplM9uTJk7S0tOvXr1+9ejU6OvrkyZNRUVFz584VCoVCoTCZrxr6Lxk8ePBbd5JYWVk1bNjQxcWlTZs27u7uzZs39/X1rc7V0XcMpdE6aNcuBEBnZ5w5EwFwyBBeRv3HP/7BXtjp1HJDJpOx7TIRERG8lNB/Gasq/eWXX+p6ofZVg35vjd+MnWpjL0lbtWrl4uJiY2PDtii8mZmZmYGmoloHDx7ctGnTqVOnoqOjExISbty4kZaWlpGRIZPJ+G3dShg6DFrXlJdDmzaQng5hYbBgASgUkJgIfLQFf/78eZs2beRy+ebNmxcsWFBSUvL777+znflvEB8fP2LEiC5duqjV6ujo6KCgoNDQUO7BVPZyXZji4uLy8vLK5U5YsbuysrLCwkKVSiWXy58/f75lyxaFQnHs2DG2B4h3ly9fHjJkSG5u7gtfZ8fDTE1NJRKJmZmZWCxmNVAsLCwKCgrs7Ow2b97M3gmQdwOl0bpGJoOvvoKbN6FLF9i1C8aOhX37+Bp769atgYGBDg4OM2fOLCkp+eabb6py1qCoqOjUqVPe3t6Wlpbp6ek2NjZ8xaO1evXqxYsXGxkZmZiYlJaWVv3CRo0aZWZm8h6P1rNnz/7888/WrVsbGxtr6wYY7nakdqI0WtfI5VBUBLa2MG4cHD8Od+4Af2X3ELF3797x8fE+Pj7r168vKSlhU7y3ljvZt29faWnpypUr2TZ+3rF6UZcvX9ZoNACgLV3M0pa22J2pqSmb/VlaWrI56YYNGyivEUOjNFqnbNsGaWnQuDHcvAnbtsHDh/C/XcK5u3PnDtuCqtNVRkZGUqk0PT3dzs6O33gqe/Toka2t7euqFhBSUyiN1ine3nD4MABAaCh4ecEHHxjiJvPnz2cF1a2srExMTKRSaYMGDYyNjS0tLUUikbY0FHv3Z25uLhKJHj16NHfuXEM8zhNS+1EarVN8fODAAQCA7dvB2Rn0qsNPCOGXUU0HQHQhFkNGBiiVcPasbu0mCCEGQ7PROkUmg7AwKC2FUaMojRJSS1AaJYQQTuihnhBCOKE0SgghnFAaJYQQTiiNEkIIJ5RGCSGEE0qjhBDCCaVRQgjhhNIoIYRwQmmUEEI4oTRKCCGcUBolhBBOKI0SQggnlEYJIYQTSqOEEMIJpVFCCOGE0ighhHBCaZQQQjihNEoIIZxQGiWEEE4ojRJCCCeURgkhhBNKo4QQwgmlUUII4eT/AbtgzX33/G9VAAADv3pUWHRyZGtpdFBLTCByZGtpdCAyMDIzLjA5LjYAAHichZN7TBxFHMdnZ/f2joPecXAPOO6W4Q6ue9Lj7uDAq4/eToWTkrSp0tRasV1R6jZYH/UPrYnIowWaaptS09ho6rNJS9JH8BFrwrFbYxNLjUr4Q9uEkIjUGBMaq9DaxLr7uwQRbDrJ5vuZ33x/s9+Z7M5kTk4gfdjRvyOpPyn96WTMSNQVs3xWOV4ylNVVMZRlFkB2xQJOFvMkoSvDcDySjVY8r7CAGc6MoBUz2c0XtN7xJdlYLLtkb1BWj00MXbw833bHFyx1LMr43wTG+uIki/23O+yS+f8daYEuzXx7R3ZrB9wGk4sYkWUwwayCWU7mTAo28cTMc9hsQZYclGNF1lyOyc0jectEnGcjNruC7flyvkPBjgJSUIgKncjpQi43cnuQpwgVFaNiL/GWKLjEJ/v8CvYLslCqYIEQUiZiEiCBIAqWo/IKVBFCoeUiDolEDJPwXSIOVJLKFSIujqBIFXJFUTSGHHE5Xq1gaw2qSSBTrVxbp+C6u1EdlhNmVG2TYwWoyo1KvXI4iCr9xGnRD8XjuloTx/KWHGtNwszb8x3xahtf6HRFYwW8p6g4UuXmS3x+odRrIoK/MsCXV4TEcNAziPULmf/czc37tdfMQ5Ix2X61T+t4ci/w6Btd2l8dFHi6tF276mkAPrF5i3b53SvGL4J8B7drx16aW2Xw5GiLlnxqzYjBse/qta3oXuA/rEnNa0GqwQ12ojVOXIf62A9O7VRSAG744oY6Pm4HvhidVJ975VfgoXdm1ZjQBL3PJs+oPY0/Qf3Pk4fV+t9WQz2yY626rjkF3HqIqINT4+BpWtM1Mjz0TTbPzU2ZJ8qS4HFmPkq19yeAB1/4OzW1bgQ8A8u3SnO+z4FXC3uljo0R8LznOiv1D4eBe7u/lYSzJ8AzteuWFO/7ADjanUff3hcAz8Sr5fTY7wLwQ59E6SPBN8HjnAnQSxem7ze47ZqVejc9DXzP+mp6cOx9uM+unSvo5K0I3LN2uJEOf5aA+rlfWugDe1RgVLaTPvbhWuDOlT104OZF4Nbz3bT3mTT0ts68Tl/u2gW8Z8PzdH36ReDduIVuiUvA6QtpGs7dATx7I02D7U2Q8+Ntj9JzqyaBl13/VPIG24YNPoV6pc1nfgb+6sG3UnOzbRmDv994NFP15QHgDceb1YGHvwbuHz2i1nungW1Hy7THr4QgZ+bISm13TxHwtvOd2rXTl+D74cJ9Gr7vR6hfDh3SXNYxYPc/fCYT5YoKaXsAAATgelRYdE1PTCByZGtpdCAyMDIzLjA5LjYAAHicfVfbbmM3DHzPV+gH9kC86fLQh02yuyiKdYA27T8U6GP/HzsjOzpnUaJ2TNjymBqRQ1J5Knz8/vrb3/+W/dDXp6dS6v/8zTnLX1Zrffpe+KY8f/n26628vH9+/lh5efvz9v5HiVaa4Td4/oz9/P72/WNFyq18kn70WcOlxBHNXKLUo67H+VstL0C2Y0610YsfOs1mhrQHUqarebGjqlnPkL6QfrQZOgaRfcZoCTIW0o4xu8CnHKPOaBmyPXzG7FM7AD7MLNu9l7fls8/Zu5dP9eijtZFBx3KqBwI/4JRQq44f/Rc6F1SOqNroVYnwNFBSF5ZfWNeBt8d015G5FSF2ggHiHmTQZNTQDKpMakeIbCKqgAawyG4CXbnqWI9Br4iryWgp1BkuKKW2Rq52SCAJlkFXtqCl2sZYx+o9WtQMutLl8Do6CUACHq2n0E6oHVpnH5OBnWN6zAy68qUgMOZsJNCaKVgn0Lkq4KjCLC1o7VV6VgErXfVQkUGveozekbkMymzJoaPXkIVUCCeTq+pCztGHO7d3niktQANTg5wbinUhbViqFWVdoUAHfC0FIrpeUyQzFdC9DfrUo4VKmlOQv5WG3b0N4+6mMVsmP2WeOk5kTVdAtc0emaSUaRrYXTp9Il+GSkyRrCoUio7adeUeVR0tkwkbIKFzSCC42F+im2YyMblDBR2iESACrtmZTBfThhzp+j6aj4yosaBQ/eIe6JI8PJpgJjxjPWHz3tHzoiBJMrqnmwdCL4xOQ8UDAFFNyZJkrCZ2SRQeEsYm5LVlAjUmSeIQsxoEoFlo2s+MSUI392q180Stimvqc96RBomgNaNBsK9lPr3y7B0tDA2CyDFHpD6dAwo8q9aGOPBoIumJXO9n7+g6sqYOCKdRcuPukJCygoBEESNiGZKFRKQ1dPPV9meFmjNo0KkdyDrktnpeyEwnqbdVdAhSUMtUU8w0895XIUMYwQJZApVIz7SydLAxsZBRKeqRz9x572JWp8Y6E4sqH7r13nGRePHF1KahkWVQufdxxBGDmVBH85Gs6kIfU0/QcwedNUSqpV7tMUwblo1KQmvskcU//HHrqHC1RAeRimbqi3hAx8SQXpLGrcJTKFL1D7CDJ5/IK7COoZel4Mvt9aer1f2y9fx2ez0vW3BQ9LxR4UOx89rkfJ13Iz7jvADhQ2nnLUfw6udVRnBHgVq+fvtlOxxrcZ4XE+HrevuQZeRyx5BldDk618mUZrtGXfEjLgWX64Gslc1YSBlGNmkMe6eRzRtz1mlkXEa3LLN5C4nD6HUQC41uhkrmMHoGd0VXMTUv81NodHNWcobRzRnzUGh0c2YbpdHNWckZRjdnzDGn0c0Zde00dh1LXtbMuUwfp7HN2ciZK6cmGGcY25x5+V0rm7ORM3vj5mzkDGObs1EgMLY5G+MMY5sz2rfS+LVNy1rZnJ1xhvHNGX1LaXxzdrvz8VPKTgzkvDl73KPqm7OTM4xvzt7vGfTN2ckZxjdnZ5yhlrj2LKeJzTkeqo7NORhnmNicg8XX0EQu7cRp4ixAUoaJTTkoZ6ycXsgYrjbhoDC4/+mFYgbrU96NQcZZT6G2JQy9SK6RMIJ8prgxyO4XgbH9XJsNP3/8V4j3Tz8AqkurCDZaofEAAAJqelRYdFNNSUxFUyByZGtpdCAyMDIzLjA5LjYAAHicLVO7bhtBDPyVAGkkQF6Qy7eNAAEuRSqlShWkuja9G398hjwX0kqzHD6Gs8+vx8nned5+/Tm+//y7j2PO2/O4fft1P6Wvnnocx+1px/G8nQ4k5vJ5O7Iv+ueR+L4ocfr9OAwfvZ+n4Nw4+fj35eP2wrGiyB62zEX34+2FfVVtfejaJXoBXLiSRVskGtHlZdJIlFUjsrKCH7ySyj5jrKIetDRFxK6gqMrHC61I9xxsLyG6MCGNKcjLwTMkulLRYmIG5MblCajAQntNc06ybjxQW6oaM4DKgxFZIg6NCacPFOQOSBYbugWE4cmzOirCvPtSRGVMFKl5tyFrU0/0sldlaefaIA4NCbd0q4sYFQeioG6L1mbO8uZlBGFCXjujo4BsQntAKiO1eTqpBbJ5TG6VFMyMfSTumoTWkMWgouT047YZgzhICn1Akm0o+RbIKz7zb6/AZAkWRzbLpAKDQd6dFI1gVeaDVPJMwRbS/eFOfLZUhERAZFmGj2bYyp4YE1RHDFmxTExCWLjCSKlJtlikN4lV7V42zKUkbRwnVhlA1AvegpDtNjjUeYCsNJkktMkbgCuuVsIGAIP46narAgiSbACDKGRtFXAzEwZEgJSccf3nhNtxMITarZOnwvW0yFxhsRbc021MR2alXVvBCxv/gsnT3+p1jw/3VmvR8VOoto2CLfY4UQBGy4zbEhhhfAfFuCHFsrku+48SULrQUV4vxGjPyohI63ql1FVB3MH78+FmWUuLpzlAopA2oITHc3+8/36dx/X+4xUqf/wHOWXq1wPHcWgAAAAASUVORK5CYII=\n"
+ },
+ "metadata": {}
+ },
+ {
+ "output_type": "stream",
+ "name": "stdout",
+ "text": [
+ "Active\n",
+ "--------------------------------------------------------------------------------\n"
+ ]
+ }
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "source": [
+ "## Getting Available Data Options\n",
+ "\n",
+ "Currently, the package relies on precomputed embeddings for POI, E3 ligase, and cell line.\n",
+ "Therefore, inputs to the prediction function must be among the available data.\n",
+ "\n",
+ "Note that this is not true for the PROTAC SMILES, which can be anything \"reasonable\" candidate.\n",
+ "\n",
+ "To get the list of available data to choose from, one can use the following functions:"
+ ],
+ "metadata": {
+ "id": "LkywLbXrSJiH"
+ }
+ },
+ {
+ "cell_type": "code",
+ "source": [
+ "print(f'Number of available E3 ligases: {len(pdp.avail_e3_ligases()):,}')\n",
+ "print(f'Number of available Uniprot IDs: {len(pdp.avail_uniprots()):,}')\n",
+ "print(f'Number of available cell lines: {len(pdp.avail_cell_lines()):,}')\n",
+ "print(f'')\n",
+ "print(f'Available E3 ligases: {pdp.avail_e3_ligases()}')\n",
+ "print(f'Available Uniprot IDs (showing the first 32): {pdp.avail_uniprots()[:32]}')\n",
+ "print(f'Available cell lines (showing the first 32): {pdp.avail_cell_lines()[:32]}')"
+ ],
+ "metadata": {
+ "colab": {
+ "base_uri": "https://localhost:8080/"
+ },
+ "id": "Hd_ZTDXaTPjN",
+ "outputId": "988a5d02-5987-472d-e94e-78719bc35b4b"
+ },
+ "execution_count": 64,
+ "outputs": [
+ {
+ "output_type": "stream",
+ "name": "stdout",
+ "text": [
+ "Number of available E3 ligases: 16\n",
+ "Number of available Uniprot IDs: 20,594\n",
+ "Number of available cell lines: 1,138\n",
+ "\n",
+ "Available E3 ligases: ['VHL', 'CRBN', 'DCAF11', 'DCAF15', 'DCAF16', 'MDM2', 'Mdm2', 'XIAP', 'cIAP1', 'IAP', 'Iap', 'AhR', 'RNF4', 'RNF114', 'FEM1B', 'Ubr1']\n",
+ "Available Uniprot IDs (showing the first 32): ['A0A024R1R8', 'A0A024RBG1', 'A0A024RCN7', 'A0A075B6H5', 'A0A075B6H7', 'A0A075B6H8', 'A0A075B6H9', 'A0A075B6I0', 'A0A075B6I1', 'A0A075B6I3', 'A0A075B6I4', 'A0A075B6I6', 'A0A075B6I7', 'A0A075B6I9', 'A0A075B6J1', 'A0A075B6J2', 'A0A075B6J6', 'A0A075B6J9', 'A0A075B6K0', 'A0A075B6K2', 'A0A075B6K4', 'A0A075B6K5', 'A0A075B6K6', 'A0A075B6L2', 'A0A075B6L6', 'A0A075B6N1', 'A0A075B6N2', 'A0A075B6N3', 'A0A075B6N4', 'A0A075B6P5', 'A0A075B6Q5', 'A0A075B6R0']\n",
+ "Available cell lines (showing the first 32): ['GM15119', 'GM17453', '84 BLCL', 'HQ00019', 'RFGd9WE', 'LG-11', 'TO 167.T', 'BayGenomics ES cell line RRA095', 'TPMab-3', 'DA02391', 'CW40101', 'CHLA-99', 'BayGenomics ES cell line CSI883', 'HG00174', 'U-410MG', 'GM09963', 'Relicell hES4', '2BBLC403.4', 'SVG-A Msh3-/-', 'GM06222', 'OA-5ca', 'SEES3-1V human ZNF559, clone2', 'DA02536', 'BOS-1', 'HCC41 BL', 'DA00900', 'BT 232', 'VPM 54', '271-20A9', 'UWB1.289+BRCA1', 'Ma-Mel-24', 'UKTS9175']\n"
+ ]
+ }
+ ]
+ }
+ ]
+}
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