diff --git a/.gitignore b/.gitignore index 39ba9cf..ce03466 100644 --- a/.gitignore +++ b/.gitignore @@ -7,4 +7,5 @@ build/ # Local Netlify folder .netlify data/ -.venv/ \ No newline at end of file +.venv/ +figs/ \ No newline at end of file diff --git a/README.md b/README.md index c248a59..3e0cec8 100644 --- a/README.md +++ b/README.md @@ -15,19 +15,18 @@ It allows for a simple Tinder-inspired swipe left-or-right motion to decide whe Screenshot

-## Feature Plans +## Features ### Core Features: - Swiping mechanic - Staging area for left and right swipes - Options to remove from playlist, move to a new playlist, etc. for staging areas - Preview tracks playing automatically - Song, album, artist info display +- Playlist discoverer from other people to copy, filter and save other peoples playlists -### Stretch Features: +### Potential Future Features: - YouTube API translation layer - Desktop version (Shouldn't be too hard) -- Playlist discoverer from other people to copy, filter and save other peoples playlists -- Pretty animations would be nice - Undo button - **Settings Options:** - Light / Dark Mode / Themes @@ -55,7 +54,7 @@ You need to provide a `.env` file with some information in order for the express SPOTIFY_CLIENT_ID= SPOTIFY_CLIENT_SECRET= REDIRECT_URI_AUTH=http://127.0.0.1:9000/.netlify/functions/api/auth/callback -REDIRECT_URI_HOME=http://127.0.0.1:8080/playlists.html +REDIRECT_URI_HOME=http://127.0.0.1:8080/index.html METRICS_ENABLED= ``` You may also need to edit the sixth line of `dist/util.js` if you change the port that the backend api runs off of. @@ -76,6 +75,7 @@ Once dependencies are installed and the `.env` file iat the moment as well due t ``` npm start (will just run the backend express app, use if you plan to use your own http server to distribute the frontend) npm run dev (will launch both a server to distribute the frontend and execute the backend) +npm run windows (basically npm run dev for windows cause windows is quirky!) ``` The below URL will bring you to the landing page for the application. Please note port `8080` is the default port for `http-server` and port `9000` is the default port for the express backend so if you decide to change them make sure you update the urls accordingly. ``` @@ -114,8 +114,17 @@ If there are any future plans for the future of the project, write and note them ## Version History -- 0.0 - - We have nothing +### v1.0 +- Playlist selection from user's playlists from Spotify. +- Card swiping features to manage playlists. + - Swiping left stages a song to be removed. + - Swiping right stages a song to be kept. +- During management song preview is played. +- Staging area where you can review changes to be made. +- Write changes to playlist to Spotify. + - Remove disliked songs. + - Create new playlist with liked songs. +- Import another Spotify user's public playlists. ## License @@ -123,3 +132,7 @@ If there are any future plans for the future of the project, write and note them All rights reserved. ## Acknowledgments + +Dr. Daly for offering this course and providing insight and feedback throughout the semester. + +Our peers who reviewed our progress throughout the project. \ No newline at end of file diff --git a/analytics.ipynb b/analytics.ipynb new file mode 100644 index 0000000..048be13 --- /dev/null +++ b/analytics.ipynb @@ -0,0 +1,286 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 8, + "id": "6d4ca4a9", + "metadata": {}, + "outputs": [], + "source": [ + "# Load in data \n", + "import pandas as pd\n", + "\n", + "ss_df = pd.read_csv('data/subject_b_songswipe.csv')\n", + "sp_df = pd.read_csv('data/subject_b_spotify.csv')" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "68a413d5", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "---DECISION STATS---\n", + "(SongSwipe) Amount of left songs: 19\n", + "(SongSwipe) Amount of right songs: 31\n", + "(Spotify) Amount of left songs: 38\n", + "(Spotify) Amount of right songs: 12\n", + "---TOTAL TIME STATS---\n", + "(SongSwipe) Total time: 4.8 minutes\n", + "(SongSwipe) Total time on removed songs 1.15 minutes\n", + "(SongSwipe) Total time on kept songs 3.65 minutes\n", + "(Spotify) Total Time: 5.92 minutes\n", + "(Spotify) Total time on removed songs 3.47 minutes\n", + "(Spotify) Total time on kept songs 2.45 minutes\n", + "---AVERAGE TIME STATS---\n", + "(SongSwipe) Average time per song: 5.76 seconds\n", + "(SongSwipe) Average time to remove a song: 3.63 seconds\n", + "(SongSwipe) Average time to keep a song: 7.06 seconds\n", + "(Spotify) Average time per song: 7.1 seconds\n", + "(Spotify) Average time to remove a song: 5.47 seconds\n", + "(Spotify) Average time to keep a song: 12.25 seconds\n" + ] + } + ], + "source": [ + "# Print Statistics \n", + "SECS_PER_MIN = 60\n", + "\n", + "ss_left = ss_df.query('direction == \"left\"')\n", + "ss_right = ss_df.query('direction == \"right\"')\n", + "sp_left = sp_df.query('decision == \"left\"')\n", + "sp_right = sp_df.query('decision == \"right\"')\n", + "\n", + "# Decisions\n", + "print('---DECISION STATS---')\n", + "print(f'(SongSwipe) Amount of left songs: {str(len(ss_left))}')\n", + "print(f'(SongSwipe) Amount of right songs: {str(len(ss_right))}')\n", + "print(f'(Spotify) Amount of left songs: {str(len(sp_left))}')\n", + "print(f'(Spotify) Amount of right songs: {str(len(sp_right))}')\n", + "\n", + "# Time\n", + "print('---TOTAL TIME STATS---')\n", + "print(f'(SongSwipe) Total time: {str(round(ss_df['time(Sec)'].sum() / SECS_PER_MIN, 2))} minutes')\n", + "print(f'(SongSwipe) Total time on removed songs {str(round(ss_left['time(Sec)'].sum() / SECS_PER_MIN, 2))} minutes')\n", + "print(f'(SongSwipe) Total time on kept songs {str(round(ss_right[\"time(Sec)\"].sum() / SECS_PER_MIN, 2))} minutes')\n", + "print(f'(Spotify) Total Time: {str(round(sp_df['time(Sec)'].sum() / SECS_PER_MIN, 2))} minutes')\n", + "print(f'(Spotify) Total time on removed songs {str(round(sp_left['time(Sec)'].sum() / SECS_PER_MIN, 2))} minutes')\n", + "print(f'(Spotify) Total time on kept songs {str(round(sp_right[\"time(Sec)\"].sum() / SECS_PER_MIN, 2))} minutes')\n", + "\n", + "# Statistics related to average time\n", + "print('---AVERAGE TIME STATS---')\n", + "print(f'(SongSwipe) Average time per song: {str(round(ss_df['time(Sec)'].mean(), 2))} seconds' )\n", + "print(f'(SongSwipe) Average time to remove a song: {str(round(ss_left['time(Sec)'].mean(), 2))} seconds')\n", + "print(f'(SongSwipe) Average time to keep a song: {str(round(ss_right['time(Sec)'].mean(), 2))} seconds')\n", + "print(f'(Spotify) Average time per song: {str(round(sp_df['time(Sec)'].mean(), 2))} seconds')\n", + "print(f'(Spotify) Average time to remove a song: {str(round(sp_left['time(Sec)'].mean(), 2))} seconds')\n", + "print(f'(Spotify) Average time to keep a song: {str(round(sp_right['time(Sec)'].mean(), 2))} seconds')\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "ca3f3cfc", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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88ktMmzYNAwcOhLe3N06fPo1PPvkEPj4+ePrppy3uHxcXh0WLFiEjIwNdu3bF2rVrceTIEXz44Ydi08B//vOf+OCDD3D33Xfj4MGD6Ny5M9avX49du3Zh2bJl4np8fX3Rs2dPrF27Fl27dkVYWBh69+6N3r17S3rvzbnrrrvw9ttvY8uWLVi0aJHsxxOEx/Co1ZggOgAbN27k7733Xr579+58QEAA7+3tzaempvJz587lCwoKLO6r0+n4BQsW8MnJybxGo+ETExP5p556yqLsmOdZ1dLEiRNbvNaoUaP4UaNGWWw7fPgwP2LECF6r1fIJCQn8q6++yr/99ts8ALFXS2VlJf/WW2/x48aN4xMSEniNRsMHBgbyaWlp/EcffWRReSMQFRXFA7D4G3bu3MkD4EeMGNHi/raqll5//XX+zTff5BMTE3mtVsuPGDFC7IVizsWLF/m77rqLj4mJ4TUaDR8fH8/ffPPN/Pr161u+6VYwGAx8YmIiD4BfuHBhi9s/+OADfuTIkXx4eDiv1Wr5q666in/iiSf4iooKu8977Ngx/oknnuAHDBjAh4WF8V5eXnxsbCx/6623WlRt8bypauivv/7i09LSeB8fHz4pKYlfvnx5i+ctKCjg77nnHj4iIoL39vbm+/Tpw69atarF/Xbv3s0PHDiQ9/b2tqhgklq1ZE6vXr14lUpltwqMINoaNGuJIDogjz76KD744ANUV1fbNA27m4yMDCQnJ+P111+36K57JTN69GgUFxdb7VzcFujfvz/CwsKwefNmTy+FICRDHhmCuMKpq6uz+L2kpASff/45hg8f7jERQ7Q9/vrrLxw5cgR33XWXp5dCELIgjwxBXOGkpaVh9OjR6NGjBwoKCrBy5UpUVlbiueee8/TSiDbAiRMncPDgQbz55puIjY1tYYImiLYOCRmCuMKZMGEC1q9fjw8//BAcx2HAgAFYuXIlRo4c6emlEW2A9evX48UXX0S3bt3w1VdfyS4zJwhPQx4ZgiAIgiDaLeSRIQiCIAii3UJChiAIgiCIdssV75ExGAzIzc1FYGCgy9p5EwRBEAThXnieR1VVFeLi4uzO/brihUxubi4SExM9vQyCIAiCIBSQnZ2NhIQEm7df8UJGaOWdnZ2NoKAgD6+GIAiCIAgpVFZWIjEx0e6IEKADCBkhnRQUFERChiAIgiDaGY5sIWT2JQiCIAii3UJChiAIgiCIdgsJGYIgCIIg2i1XvEeGIAiCaD8YDAY0NjZ6ehlEK6DRaFwyuJaEDEEQBNEmaGxsRHp6OgwGg6eXQrQSISEhiImJcarPGwkZgiAIwuPwPI+8vDyo1WokJibabYBGtH94nkdtbS0KCwsBALGxsYqfi4QMQRAE4XGamppQW1uLuLg4+Pn5eXo5RCvg6+sLACgsLERUVJTiNBNJXoIgCMLj6PV6AIC3t7eHV0K0JoJo1el0ip+DhAxBEATRZqCZeB0LV3zeJGQIgiAIgmi3kJAhCIIgCKIFo0ePxqOPPurpZTiEhAxBEARBOEFRUREefPBBdOrUCVqtFjExMRg3bhx27drVqutIT0/HnXfeibi4OPj4+CAhIQFTpkzBmTNnFD3fd999h5deesnFq3Q9VLWklPoKoK4c0AYCfmGeXg1BEAThIaZPn47GxkZ8+umnSElJQUFBATZv3oySkpJWW4NOp8PYsWPRrVs3fPfdd4iNjUVOTg42btyI8vJyRc8ZFtZOjm38FU5FRQUPgK+oqHDtE3//L55/Pojnt7/p2uclCILogNTV1fGnTp3i6+rqPL0UWZSVlfEA+K1bt9q8T2ZmJj958mTe39+fDwwM5G+99VY+Pz9fvP3555/n+/Xrx3/22Wd8UlISHxQUxN922218ZWWleJ/Kykr+zjvv5P38/PiYmBh+yZIl/KhRo/hHHnmE53meP3z4MA+Az8jIsLmO6dOn83PmzBF/f+SRR3gA/OnTp3me5/mGhgbez8+P/+OPP3ie5y2en+d5PikpiX/xxRf522+/nffz8+Pj4uL45cuXt3g/Zs+ezUdERPCBgYH8ddddxx85csTmmux97lKP35RaUoo2gF021nh2HQRBEFcgPM+jtrHJIz88z0teZ0BAAAICAvDDDz+goaGhxe0GgwFTpkxBaWkptm3bhj/++AOXLl3CbbfdZnG/ixcv4ocffsDPP/+Mn3/+Gdu2bcNrr70m3j5//nzs2rULP/30E/744w/s2LEDhw4dEm+PjIyESqXC+vXrxVL25owaNQpbt24Vf9+2bRsiIiLEbQcOHIBOp8PQoUNt/r2vv/46+vXrh8OHD+M///kPHnnkEfzxxx/i7bfeeisKCwuxceNGHDx4EAMGDMANN9yA0tJSu++jM1BqSSne/uyShAxBEITLqdPp0fO/v3nktU+9OA5+3tIOj15eXli9ejXuv/9+vP/++xgwYABGjRqF22+/HX379sXmzZtx/PhxpKenIzExEQDw2WefoVevXjhw4AAGDx4MgAme1atXIzAwEADwj3/8A5s3b8bLL7+MqqoqfPrpp1izZg1uuOEGAMCqVasQFxcnriM+Ph5vv/02nnzySSxYsACDBg3Cddddh5kzZyIlJQUAM+8+8sgjKCoqgpeXF06dOoXnnnsOW7duxQMPPICtW7di8ODBdhsSDhs2DP/5z38AAF27dsWuXbuwdOlSjB07Fjt37sT+/ftRWFgIrVYLAHjjjTfwww8/YP369fjnP/8p52OQDEVklCIKmSrProMgCILwKNOnT0dubi5++ukn3HTTTdi6dSsGDBiA1atX4/Tp00hMTBRFDAD07NkTISEhOH36tLitc+fOoogBWMt+oX3/pUuXoNPpcM0114i3BwcHo1u3bhbrmDNnDvLz8/Hll18iLS0N69atQ69evcSISe/evREWFoZt27Zhx44d6N+/P26++WZs27YNAIvQjB492u7fmpaW1uJ34e84evQoqqurER4eLkaqAgICkJ6ejosXL0p9O2VDERmleFNqiSAIwl34atQ49eI4j722XHx8fDB27FiMHTsWzz33HO677z48//zzeOyxxyQ9XqPRWPzOcZyi4ZmBgYGYNGkSJk2ahIULF2LcuHFYuHAhxo4dC47jMHLkSGzduhVarRajR49G37590dDQgBMnTmD37t14/PHHZb+mQHV1NWJjYy3SVwIhISGKn9cRJGSUQkKGIAjCbXAcJzm90xbp2bMnfvjhB/To0QPZ2dnIzs4WozKnTp1CeXk5evbsKem5UlJSoNFocODAAXTq1AkAUFFRgXPnzmHkyJE2H8dxHLp3747du3eL20aNGoWPPvoIWq0WL7/8MlQqFUaOHInXX38dDQ0NGDZsmN217N27t8XvPXr0AAAMGDAA+fn58PLyQufOnSX9ba6AUktKIY8MQRBEh6ekpATXX389vvjiCxw7dgzp6elYt24dFi9ejClTpmDMmDHo06cPZs6ciUOHDmH//v246667MGrUKAwaNEjSawQGBmLWrFl44oknsGXLFpw8eRKzZ8+GSqUSW/wfOXIEU6ZMwfr163Hq1ClcuHABK1euxCeffIIpU6aIzzV69GicOnUKJ0+exPDhw8VtX375JQYNGgR/f3+7a9m1axcWL16Mc+fOYcWKFVi3bh0eeeQRAMCYMWOQlpaGqVOn4vfff0dGRgZ2796NZ555Bn/99ZeSt1cS7VfuehohItNAHhmCIIiOSkBAAIYMGYKlS5fi4sWL0Ol0SExMxP3334+nn34aHMfhxx9/xNy5czFy5EioVCrcdNNNeOedd2S9zpIlS/DAAw/g5ptvRlBQEJ588klkZ2fDx8cHAJCQkIDOnTtjwYIFyMjIAMdx4u/z5s0Tn6dPnz4ICQlB165dERDAjmOjR4+GXq936I8BgMceewx//fUXFixYgKCgICxZsgTjxrEUIMdx+OWXX/DMM8/gnnvuQVFREWJiYjBy5EhER0fL+nvlwPFy6szaIZWVlQgODkZFRQWCgoJc98SZe4BVNwFhVwEPH3J8f4IgCMIm9fX1SE9PR3JysnhwJmxTU1OD+Ph4vPnmm5g9e3arvGbnzp3x6KOPunRsgb3PXerxmyIySqE+MgRBEEQrcfjwYZw5cwbXXHMNKioq8OKLLwKARdqoo+JRj8wLL7wAjuMsfrp37y7eXl9fjzlz5oilXNOnT0dBQYEHV2yG6JGp9uw6CIIgiA7BG2+8gX79+mHMmDGoqanBjh07EBER4elleRyPR2R69eqFTZs2ib97eZmWNG/ePPzvf//DunXrEBwcjIceegi33HJLqw/isop51ZLBAKjIN00QBEG4h/79++PgwYMeXUNGRoZHX98WHhcyXl5eiImJabG9oqICK1euxJo1a3D99dcDYJ0Me/Togb179+Laa69t7aVaIggZ8EBTnSlCQxAEQRBEq+HxMML58+cRFxeHlJQUzJw5E1lZWQCAgwcPQqfTYcyYMeJ9u3fvjk6dOmHPnj2eWq4JjS8AVvZGPhmCIAiC8AwejcgMGTIEq1evRrdu3ZCXl4cFCxZgxIgROHHiBPLz8+Ht7d2iG2B0dDTy8/NtPmdDQ4PF4K7Kykr3LJ7jWFSmsYqVYAdEued1CIIgCIKwiUeFzPjx48Xrffv2xZAhQ5CUlIRvvvkGvr6+ip7z1VdfxYIFC1y1RPt4+zMhQxEZgiAIgvAIHk8tmSM06blw4QJiYmLQ2NiI8vJyi/sUFBRY9dQIPPXUU6ioqBB/srOz3bdgKsEmCIIgCI/SpoRMdXU1Ll68iNjYWAwcOBAajQabN28Wbz979iyysrJaTN80R6vVIigoyOLHbdCYAoIgCILwKB4VMo8//ji2bdsmzmOYNm0a1Go17rjjDgQHB2P27NmYP38+tmzZgoMHD+Kee+5BWlqa5yuWBMQSbBpTQBAEQbQuwiiCI0eOiNt27dqFPn36QKPRYOrUqR5bW2viUSGTk5ODO+64A926dcPf/vY3hIeHY+/evYiMjAQALF26FDfffDOmT5+OkSNHIiYmBt99950nl2wJRWQIgiA6PEVFRXjwwQfRqVMnaLVaxMTEYNy4cS7teXb33Xe3ECaJiYnIy8tD7969xW3z58/H1VdfjfT0dKxevdplr9+W8ajZ9+uvv7Z7u4+PD1asWIEVK1a00opk4k0eGYIgiI7O9OnT0djYiE8//RQpKSkoKCjA5s2bUVJS4tbXVavVLTyjFy9exAMPPICEhAS3vnZbok15ZNodQkSGJmATBEF0SMrLy7Fjxw4sWrQI1113HZKSknDNNdfgqaeewuTJkwGwqdDvvfcexo8fD19fX6SkpGD9+vUWz3P8+HFcf/318PX1RXh4OP75z3+iupqNwHnhhRfw6aef4scffxTH+WzdutUitSRcLykpwb333guO47B69WqoVCr89ddfFq+1bNkyJCUlwWAwtM6b5GZIyDgDRWQIgiDcA8+zfasnfnhe8jIDAgIQEBCAH374waKHWXOee+45TJ8+HUePHsXMmTNx++234/Tp0wDYJOtx48YhNDQUBw4cwLp167Bp0yY89NBDAJif9G9/+xtuuukm5OXlIS8vD0OHDrV4fiHNFBQUhGXLliEvLw+33XYbxowZg1WrVlncd9WqVbj77ruhukJG63h8REG7hjwyBEEQ7kFXC7wS55nXfjpX8tgZLy8vrF69Gvfffz/ef/99DBgwAKNGjcLtt9+Ovn37ive79dZbcd999wEAXnrpJfzxxx9455138O6772LNmjWor6/HZ599Bn9/9rrLly/HpEmTsGjRIkRHR8PX1xcNDQ02248IaSaO4xAcHCze77777sMDDzyAJUuWQKvV4tChQzh+/Dh+/PFHZ96hNsWVIcc8BfWRIQiC6PBMnz4dubm5+Omnn3DTTTdh69atGDBggIXZtnnbkLS0NDEic/r0afTr108UMQAwbNgwGAwGnD171qm1TZ06FWq1Gt9//z0AYPXq1bjuuuvQuXNnp563LUERGWeg8muCIAj3oPFjkRFPvbZMfHx8MHbsWIwdOxbPPfcc7rvvPjz//PO4++67Xb8+GXh7e+Ouu+7CqlWrcMstt2DNmjV46623PLomV0MRGWeg1BJBEIR74Di2j/XED8c5vfyePXuipsZ0bNi7d6/F7Xv37kWPHj0AAD169MDRo0ct7r9r1y6oVCp069YNABMker1e0Vruu+8+bNq0Ce+++y6amppwyy23KHqetgoJGWcgsy9BEESHpqSkBNdffz2++OILHDt2DOnp6Vi3bh0WL16MKVOmiPdbt24dPvnkE5w7dw7PP/889u/fL5p5Z86cCR8fH8yaNQsnTpzAli1bMHfuXPzjH/9AdHQ0AKBz5844duwYzp49i+LiYuh0Oslr7NGjB6699lr8+9//xh133KF4lmFbhVJLziBGZKo9uw6CIAjCIwQEBGDIkCFYunQpLl68CJ1Oh8TERNx///14+umnxfstWLAAX3/9Nf71r38hNjYWX331FXr27AkA8PPzw2+//YZHHnkEgwcPhp+fH6ZPn44lS5aIj7///vuxdetWDBo0CNXV1diyZYssn8vs2bOxe/du3HvvvS7729sKJGScQYjINJCQIQiC6IhotVq8+uqrePXVV+3eLy4uDr///rvN2/v06YM///zT5u2RkZFWH883KxVvPmhZ4PLly+jTpw8GDx5sd53tEUotOQN5ZAiCIIg2THV1NU6cOIHly5dj7ty5nl6OWyAh4wxUfk0QBEG0YR566CEMHDgQo0ePviLTSgCllpxDSC3pagCDAbhCuiQSBEEQrqN5+qc1Wb169RU/PJKOvM5g3vlRR1EZgiAIgmhtSMg4g5cPwBnfQkovEQRBOI0noxdE6+OKz5uEjDNwHOAdyK6TkCEIglCMWq0GADQ2Nnp4JURrUltbCwDQaDSKn4M8Ms7i7Q80VAANNKaAIAhCKV5eXvDz80NRURE0Gs0VM5mZsA7P86itrUVhYSFCQkJEIasEEjLOQiXYBEEQTsNxHGJjY5Geno7MzExPL4doJUJCQmxO9JYKCRlnISFDEAThEry9vdGlSxdKL3UQNBqNU5EYARIyzqIVPDLU3ZcgCMJZVCoVfHx8PL0Moh1BSUhnoXlLBEEQBOExSMg4C6WWCIIgCMJjkJBxFqG7L0VkCIIgCKLVISHjLDQBmyAIgiA8BgkZZ6HUEkEQBEF4DBIyzkJChiAIgiA8BgkZZ9GSR4YgCIIgPAUJGWchsy9BEARBeAwSMs5CqSWCIAiC8BgkZJyFhAxBEARBeAwSMs7iTSMKCIIgCMJTkJBxFiEiQ31kCIIgCKLVISHjLJRaIgiCIAiPQULGWYSqpaY6wKD37FoIgiAIooNBQsZZhD4yAPlkCIIgCKKVISHjLGpvQOXFrlN6iSAIgiBaFS+5DzAYDNi2bRt27NiBzMxM1NbWIjIyEv3798eYMWOQmJjojnW2XTiO+WTqK0jIEARBEEQrIzkiU1dXh4ULFyIxMRETJkzAxo0bUV5eDrVajQsXLuD5559HcnIyJkyYgL1797pzzW0PKsEmCIIgCI8gOSLTtWtXpKWl4aOPPsLYsWOh0Wha3CczMxNr1qzB7bffjmeeeQb333+/SxfbZqESbIIgCILwCJKFzO+//44ePXrYvU9SUhKeeuopPP7448jKynJ6ce0GKsEmCIIgCI8gObXkSMSYo9FocNVVVylaULtEFDIUkSEIgiCI1kRR1dKvv/6KnTt3ir+vWLECV199Ne68806UlZW5bHHtBq3gkaGIDEEQBEG0JoqEzBNPPIHKykoAwPHjx/HYY49hwoQJSE9Px/z58126wHYBRWQIgiAIwiPILr8GgPT0dPTs2RMA8O233+Lmm2/GK6+8gkOHDmHChAkuXWC7gDwyBEEQBOERFEVkvL29UVtbCwDYtGkTbrzxRgBAWFiYGKnpUAhjCigiQxAEQRCtiqKIzPDhwzF//nwMGzYM+/fvx9q1awEA586dQ0JCgksX2C4QhQxFZAiCIAiiNVEUkVm+fDm8vLywfv16vPfee4iPjwcAbNy4ETfddJNLF9guoD4yBEEQBOERFEVkOnXqhJ9//rnF9qVLlzq9oHYJmX0JgiAIwiNIFjJyvC9BQUGKFtNuodQSQRAEQXgEyUImJCQEHMdJuq9er1e8oHaJlsy+BEEQBOEJJAuZLVu2iNczMjLwn//8B3fffTfS0tIAAHv27MGnn36KV1991fWrbOtQ+TVBEARBeATJQmbUqFHi9RdffBFLlizBHXfcIW6bPHky+vTpgw8//BCzZs1y7SrbOlR+TRAEQRAeQVHV0p49ezBo0KAW2wcNGoT9+/c7vah2B3lkCIIgCMIjKBIyiYmJ+Oijj1ps//jjj5GYmOj0otodVH5NEARBEB5BUfn10qVLMX36dGzcuBFDhgwBAOzfvx/nz5/Ht99+69IFtgsEIaNvAPQ6QK3x7HoIgiAIooOgKCIzYcIEnD9/HpMmTUJpaSlKS0sxadIknDt3roPOWgowXaf0EkEQBEG0GooiMgCQkJCAV155xZVrab94eQNqb0DfyISMb4inV0QQBEEQHQLFQqa8vBz79+9HYWEhDAaDxW133XWX0wtrd3j7A3WNVLlEEARBEK2IIiGzYcMGzJw5E9XV1QgKCrJolMdxXAcVMgFAXRkJGYIgCIJoRRR5ZB577DHce++9qK6uRnl5OcrKysSf0tJSRQt57bXXwHEcHn30UXFbfX095syZg/DwcAQEBGD69OkoKChQ9Pxuh5riEQRBEESro0jIXL58GQ8//DD8/PxcsogDBw7ggw8+QN++fS22z5s3Dxs2bMC6deuwbds25Obm4pZbbnHJa7ocwfBLJdgEQRAE0WooEjLjxo3DX3/95ZIFVFdXY+bMmfjoo48QGhoqbq+oqMDKlSuxZMkSXH/99Rg4cCBWrVqF3bt3Y+/evS55bZdCERmCIAiCaHUUeWQmTpyIJ554AqdOnUKfPn2g0Vj2TZk8ebLk55ozZw4mTpyIMWPGYOHCheL2gwcPQqfTYcyYMeK27t27o1OnTtizZw+uvfZaq8/X0NCAhoYG8Xc5U7udgsYUEARBEESro0jI3H///QDYzKXmcBwnefr1119/jUOHDuHAgQMtbsvPz4e3tzdCQkIstkdHRyM/P9/mc7766qtYsGCBpNd3KRSRIQiCIIhWR1FqyWAw2PyRKmKys7PxyCOP4Msvv4SPj4+SZVjlqaeeQkVFhfiTnZ3tsue2i5YiMgRBEATR2igSMq7g4MGDKCwsxIABA+Dl5QUvLy9s27YNb7/9Nry8vBAdHY3GxkaUl5dbPK6goAAxMTE2n1er1SIoKMjip1UQIzIkZAiCIAiitVAsZLZt24ZJkyYhNTUVqampmDx5Mnbs2CH58TfccAOOHz+OI0eOiD+DBg3CzJkzxesajQabN28WH3P27FlkZWUhLS1N6bLdB03AJgiCIIhWR5FH5osvvsA999yDW265BQ8//DAAYNeuXbjhhhuwevVq3HnnnQ6fIzAwEL1797bY5u/vj/DwcHH77NmzMX/+fISFhSEoKAhz585FWlqaTaOvRyEhQxAEQRCtjiIh8/LLL2Px4sWYN2+euO3hhx/GkiVL8NJLL0kSMlJYunQpVCoVpk+fjoaGBowbNw7vvvuuS57b5QipJeojQxAEQRCtBsfzPC/3QVqtFidPnkRqaqrF9gsXLqB3796or6932QKdpbKyEsHBwaioqHCvX+bYOuC7+4DkUcCsn9z3OgRBEATRAZB6/FbkkUlMTLTwrghs2rQJiYmJSp6y/UPl1wRBEATR6ihKLT322GN4+OGHceTIEQwdOhQA88isXr0ab731lksX2G6g8muCIAiCaHUUCZkHH3wQMTExePPNN/HNN98AAHr06IG1a9diypQpLl1gu4EiMgRBEATR6igSMgAwbdo0TJs2zZVrad/QiAKCIAiCaHUUeWQOHDiAffv2tdi+b98+lw2TbHdQRIYgCIIgWh1FQmbOnDlWW/9fvnwZc+bMcXpR7RIhIqNvBJoaPbsWgiAIguggKBIyp06dwoABA1ps79+/P06dOuX0otolQkQGoPQSQRAEQbQSioSMVqtFQUFBi+15eXnw8lJsu2nfqDWAWsuuU3qJIAiCIFoFRULmxhtvFKdMC5SXl+Ppp5/G2LFjXba4dgf5ZAiCIAiiVVEUPnnjjTcwcuRIJCUloX///gCAI0eOIDo6Gp9//rlLF9iu0AYAdaWUWiIIgiCIVkKRkImPj8exY8fw5Zdf4ujRo/D19cU999yDO+64AxqNxtVrbD9QCTZBEARBtCqKDS3+/v745z//6cq1tH8otUQQBEEQrYoijwwAfP755xg+fDji4uKQmZkJgE2r/vHHH122uHaHEJGhCdgEQRAE0SooEjLvvfce5s+fj/Hjx6OsrAx6vR4AEBoaimXLlrlyfe0LMSJDQoYgCIIgWgNFQuadd97BRx99hGeeecai3HrQoEE4fvy4yxbX7hA9MpRaIgiCIIjWQJGQSU9PF6uVzNFqtaip6cAHcfLIEARBEESrokjIJCcn48iRIy22//rrr+jRo4eza2q/aKlqiSAIgiBaE0VVS/Pnz8ecOXNQX18Pnuexf/9+fPXVV3j11Vfx8ccfu3qN7QcqvyYIgiCIVkWRkLnvvvvg6+uLZ599FrW1tbjzzjsRFxeHt956C7fffrur19h+oNQSQRAEQbQqivvIzJw5EzNnzkRtbS2qq6sRFRXlynW1T0jIEARBEESroriPjICfnx9Onz6NjRs3oqyszBVrar+IfWSqPLsOgiAIguggyIrILFq0CNXV1XjppZcAADzPY/z48fj9998BAFFRUdi8eTN69erl+pW2B6j8miAIgiBaFVkRmbVr16J3797i7+vXr8f27duxY8cOFBcXY9CgQViwYIHLF9luoNQSQRAEQbQqsoRMeno6+vbtK/7+yy+/YMaMGRg2bBjCwsLw7LPPYs+ePS5fZLuBOvsSBEEQRKsiS8g0NTVBq9WKv+/ZswdDhw4Vf4+Li0NxcbHrVtfe0AaySxIyBEEQBNEqyBIyV111FbZv3w4AyMrKwrlz5zBy5Ejx9pycHISHh7t2he0J89QSz3t2LQRBEATRAZBl9p0zZw4eeugh7NixA3v37kVaWhp69uwp3v7nn39aHV3QYRCEjKEJ0DcCXlr79ycIgiAIwilkCZn7778farUaGzZswMiRI/H8889b3J6bm4t7773XpQtsVwhVSwDQUE1ChiAIgiDcDMfzV3YOpLKyEsHBwaioqEBQUJD7X3BhDNBUBzxyDAhNcv/rEQRBEMQViNTjt2SPjNyp1h12CjaVYBMEQRBEqyFZyKSmpuK1115DXl6ezfvwPI8//vgD48ePx9tvv+2SBbY7SMgQBEEQRKsh2SOzdetWPP3003jhhRfQr18/DBo0CHFxcfDx8UFZWRlOnTqFPXv2wMvLC0899RT+7//+z53rbruIJdg0poAgCIIg3I1kIdOtWzd8++23yMrKwrp167Bjxw7s3r0bdXV1iIiIQP/+/fHRRx9h/PjxUKvV7lxz24YiMgRBEATRasieft2pUyc89thjeOyxx9yxnvYPCRmCIAiCaDWcnn5NNEMQMjQBmyAIgiDcDgkZV+MteGQoIkMQBEEQ7oaEjKuh1BJBEARBtBokZFwNCRmCIAiCaDVIyLgaYUwBlV8TBEEQhNuRXbUkUF5ejv3796OwsBAGg8HitrvuusvphbVbtIKQoYgMQRAEQbgbRUJmw4YNmDlzJqqrqxEUFASO48TbOI7r2EJGbmqpqRH4djaQMBgY9rD71kUQBEEQVyCKUkuPPfYY7r33XlRXV6O8vBxlZWXiT2lpqavX2L6QK2Ry9gOnfwJ2LnXfmgiCIAjiCkWRkLl8+TIefvhh+Pn5uXo97R+h/FpqH5mSC+yyrgzQN7lnTQRBEARxhaJIyIwbNw5//fWXq9dyZSA3IiMIGfBAXQePZhEEQRCETBR5ZCZOnIgnnngCp06dQp8+faDRaCxunzx5sksW1y6RLWQumq7XFAMBUa5fE0EQBEFcoSgSMvfffz8A4MUXX2xxG8dx0Ov1zq2qPSOWX1dLu78YkQFQU+T69RAEQRDEFYwiIdO83JowQ2smZHgeMKvoaoG+CShNN/1eW+zetREEQRDEFQY1xHM1QmqJNwBN9fbvW54JGHSm32tIyBAEQRCEHBQLmW3btmHSpElITU1FamoqJk+ejB07drhybe0TjVkllyOfjLk/BiAhQxAEQRAyUSRkvvjiC4wZMwZ+fn54+OGH8fDDD8PX1xc33HAD1qxZ4+o1ti9UapOYcVSCbe6PAcgjQxAEQRAyUeSRefnll7F48WLMmzdP3Pbwww9jyZIleOmll3DnnXe6bIHtEu8AQFcrISJjFDI+IUB9OXlkCIIgCEImiiIyly5dwqRJk1psnzx5MtLT0608ooMhtQRbEDKJQ9glpZYIgiAIQhaKhExiYiI2b97cYvumTZuQmJjo9KLaPVJLsAUh0+ladklChiAIgiBkoSi19Nhjj+Hhhx/GkSNHMHToUADArl27sHr1arz11lsuXWC7RCtByDTWAJWX2fVOaeySPDLtC54HdHWAN43qIAiC8BSKhMyDDz6ImJgYvPnmm/jmm28AAD169MDatWsxZcoUly6wXSIltVR6iV36hgERXdj1+nJArwPUGpsPI9oQv/4H+GsV8MAOILKbp1dDEATRIVEkZABg2rRpmDZtmivXcuUgRcgIaaXwVMA3FOBUrPdMbSkQGO3+NRLOk7ET0DcAuYdJyBAEQXgIaojnDqR4ZMyFjErNIjMApZfaE4Knqa7Ms+sgCILowEgWMmFhYSguZjvu0NBQhIWF2fyRynvvvYe+ffsiKCgIQUFBSEtLw8aNG8Xb6+vrMWfOHISHhyMgIADTp09HQUGBjD/PQwhCpsGekDE2w4tIZZf+keySSrDbBzxv+qxIyBAEQXgMyamlpUuXIjAwULzO2ZshJJGEhAS89tpr6NKlC3iex6effoopU6bg8OHD6NWrF+bNm4f//e9/WLduHYKDg/HQQw/hlltuwa5du5x+bbciJbVUfJ5dhgtCJgIoAlUutRfqywFDE7teW+rRpRAEQXRkJAuZWbNmidfvvvtul7x48140L7/8Mt577z3s3bsXCQkJWLlyJdasWYPrr78eALBq1Sr06NEDe/fuxbXXXuuSNbgFUcjYiMjwPFBiRcgAJGTaC+afE0VkCIIgPIYij8yhQ4dw/Phx8fcff/wRU6dOxdNPP43GxkZFC9Hr9fj6669RU1ODtLQ0HDx4EDqdDmPGjBHv0717d3Tq1Al79uxR9BqthiOPTG0pUF/BroelsEs/QciQR6ZdQEKGIAiiTaBIyPzf//0fzp07B4B1+b3tttvg5+eHdevW4cknn5T1XMePH0dAQAC0Wi0eeOABfP/99+jZsyfy8/Ph7e2NkJAQi/tHR0cjPz/f5vM1NDSgsrLS4qfVEfvI2EgtCUbf4ERA48uuk0emfWEuOEnIEARBeAxFQubcuXO4+uqrAQDr1q3DqFGjsGbNGqxevRrffvutrOfq1q0bjhw5gn379uHBBx/ErFmzcOrUKSXLAgC8+uqrCA4OFn880mnYkUdGrFi6yrTNP5xdUmqpfVBLERmCIIi2gCIhw/M8DAYDADaWYMKECQDY6AKhskkq3t7eSE1NxcCBA/Hqq6+iX79+eOuttxATE4PGxkaUl5db3L+goAAxMTE2n++pp55CRUWF+JOdnS3vj3MFjlJLoj+mi2mbEJEhIdM+oNQSQRBEm0CRkBk0aBAWLlyIzz//HNu2bcPEiRMBAOnp6YiOdq6Zm8FgQENDAwYOHAiNRmMx0+ns2bPIyspCWlqazcdrtVqxnFv4aXWEiIyt8mvzHjIC5JFpX5gLmfoKwKD33FoIgiA6MIo6+y5btgwzZ87EDz/8gGeeeQapqeyAvH79enH2khSeeuopjB8/Hp06dUJVVRXWrFmDrVu34rfffkNwcDBmz56N+fPnIywsDEFBQZg7dy7S0tLadsUSYBaRsZVaMvaQMRcy5JFpX1gITp6JGT/pPZQIgiAI16BIyPTt29eiakng9ddfh1qtlvw8hYWFuOuuu5CXl4fg4GD07dsXv/32G8aOHQuA9atRqVSYPn06GhoaMG7cOLz77rtKlty62PPIGAxmQsbcI2OMyNRXAE2NgJe3e9dIOEdzwVlXRkKGIAjCAyietWQNHx8fWfdfuXKlw+dbsWIFVqxY4cyyWh9zjwzPA+bNAytz2HwelQYI6WTa7hMCcGqA1wO1JUBQbKsumZBJcy9TXblHlkEQBNHRkSxkwsLCcO7cOURERCA0NNRuZ9/S0g7e6VQovwYP6GpNERrA5I8JS2EzlgRUKsAvHKgpZGkLEjJtG0HIqDSAQUeGX4IgCA/h0REFVyxevgA4ADxLL5kLmWKjkIno0vJx/hFMyJBPpm1jMLCoGcAEafFZEjIEQRAewqMjCq5YVComXhqrjSXYUabbrPWQERDHFJS4fYmEE9SXsxQgwAzbxWeBug4ehSQIgvAQisqvf/nlF/z2228ttv/+++8W06s7NLZKsK2VXgtQCXb7QPh8fIKBAKNIpYgMQRCER1AkZP7zn/9Ar2/ZN8NgMOA///mP04u6IrBVgm1PyFAJdvtA8Mf4RQC+oew6CRmCIAiPoEjInD9/Hj179myxvXv37rhw4YLTi7oisFaC3dQAlGex61aFDEVk2gXC5+MfSUKGIAjCwygSMsHBwbh06VKL7RcuXIC/v7+VR3RArI0pKL0EgAe0waboiznkkWkfCBEzf4rIEARBeBpFQmbKlCl49NFHcfHiRXHbhQsX8Nhjj2Hy5MkuW1y7RozImAkZc6Ovtaov8si0D2pIyBAEQbQVFAmZxYsXw9/fH927d0dycjKSk5PRo0cPhIeH44033nD1GtsnWiseGXv+GIA8Mu0F8sgQBEG0GRR19g0ODsbu3bvxxx9/4OjRo/D19UXfvn0xcuRIV6+v/WI3ImNLyAgRGRIybRoxtUQeGYIgCE+jeEQBx3G48cYbMXLkSGi1WmqQ1xxrVUvWZiyZIwiZhkpmDPbSum99hHJspZYMBtZDiCAIgmg1FO11DQYDXnrpJcTHxyMgIADp6ekAgOeee87h/KQOg7U+Mo4iMj4hgMqoLSkq03axEDIh7DpvABqrPLYkgiCIjooiIbNw4UKsXr0aixcvhre3aUpz79698fHHH7tsce2a5hGZunKTideWkOE4k+GXfDJtF+Fz9IsANL7GkRSg9BJBEIQHUCRkPvvsM3z44YeYOXMm1GrT4MN+/frhzJkzLltcu6Z5+bWQVgqMNRsqaQXqJdO2MehN4wgEczb5ZAiCIDyGIiFz+fJlpKa2jCoYDAbodDqnF3VF0Nzs6yitJEC9ZNo2dWUsjQQAfmGWlyRkCIIgWh1FQqZnz57YsWNHi+3r169H//79nV7UFUHz8mt7wyLNoV4ybRvBH+MbCqg1pusAUEuDIwmCIFobRVVL//3vfzFr1ixcvnwZBoMB3333Hc6ePYvPPvsMP//8s6vX2D5RHJGhXjJtGnN/jIBg+KWIDEEQRKujuLPvhg0bsGnTJvj7++O///0vTp8+jQ0bNmDs2LGuXmP7pLnZt+Q8u3QoZMLZJVUttU3Me8gIiB6Z8lZfDkEQREdHcR+ZESNG4I8//nDlWq4szMuved6sh0wX+48TDpAkZNomYul1uGkbmX0JgiA8hiIhw/M8Dh48iIyMDHAch5SUFFx99dXUFM8c84hMVR6gqwU4NRCaZP9xVH7dtqmxF5EhIUMQBNHayBYyW7ZswezZs5GZmQme5wGwLr/Jycn45JNPaEyBgCBkdDVA8Tl2PbSzySBqCyq/bttY9ciQkCEIgvAUsjwyFy5cwM0334zOnTvju+++w+nTp3Hq1CmsW7cOCQkJmDBhAi5duuSutbYvhNQSAOQfZ5eO/DGAWWqJyq/bJLVmXX0FSMgQBEF4DFkRmWXLluHaa6/F5s2bLbZ3794d06ZNw5gxY7B06VK88847Ll1ku0TjC3Aq1nMk9wjbJkXI+Bm9F41VgK4e0Pi4bYmEAmpIyBAEQbQlZEVktm7dikcffdTqbRzH4dFHH8WWLVtcsa72D8eZ0kt5R9hlhAQh4xMMqIzpJ/LJtD0EIUOpJYIgiDaBLCGTlZWFPn362Ly9d+/eyMzMdHpRVwxCeklqDxmACSDyybRdhM/EltnX6BsjCIIgWgdZQqa6uhp+fn42b/fz80Ntba3Ti7piMPfJANKEDEBjCtoq+iZT1MVaasmgM/UNIgiCIFoF2VVLp06dQn5+vtXbiospFWKBuZDR+LGBkVKgMQVtk7pSADwADvANM23X+AFqb0DfyISOvaGgBEEQhEuRLWRuuOEGsezaHI7jwPM89ZIxxzvQdD38KpY2kgKNKVBG8QXgi2lA2lxgyD9d//wWc5bM/nU4o7CpzmdCJiTR9a9NEARBWEWWkElPT3fXOq5MzCMyUtNKAHlklHJpC1CeBRxf5x4hY208gYBvqFHI0OBIgiCI1kSWkElKctCVlrDEQsg4GE1gDnlklFFdwC7Ls9zz/KLRN6LlbVS5RBAE4REUDY0kJGLulZATkSGPjDKqjN6t6nygqcH1zy8ISxIyBEEQbQYSMu7EW6GQIY+MMoSIDABU5Lj++a2NJxAgIUMQBOERSMi4E4vUUor0x5FHRhkWQibb9c9v1yMTwi5JyBAEQbQqJGTciSBk/CJMZ+xSII+MMqrMhIw7fDLkkSE8TWMtNV0kiGYoFjJNTU3YtGkTPvjgA1RVVQEAcnNzUV1d7bLFtXuE1JKctBJgSl3oatiOi3CMQW8ZwSp3Q0RGkkem3PWvSxAAUHQWWNQZ+PUpT6+EINoUsvvIAEBmZiZuuukmZGVloaGhAWPHjkVgYCAWLVqEhoYGvP/++65eZ/skeRQQlgJcfae8x2kDAbUW0DewdIZ3J/es70qitgTg9abf3ZFaIo8M4Umy9rB9QtZuT6+EINoUiiIyjzzyCAYNGoSysjL4+vqK26dNm9ZiMnaHJrIr8PBhYOAseY+zmLdEhl9JmPtjAPdEZBz1kQFIyBDuQ6jKo+8YQVigKCKzY8cO7N69G97e3hbbO3fujMuXL7tkYR0e/wig8jIJGamI/hgOAO96j4xeZ33OkgAJGcLdVOayS0pfEoQFiiIyBoMBer2+xfacnBwEBgZaeQQhGyF9QSXY0hAiMlE92GXlZTbk0VXUGjv2cirrxm0SMoS7ESIyDZVMWBMEAUChkLnxxhuxbNky8XeO41BdXY3nn38eEyZMcNXaOjZC+oJKsKVRbdzJx/YDVBrml6nKc93zC5+DbxigUre8XRAyTfWArs51r0sQAubfZ4rKEISIIiHz5ptvYteuXejZsyfq6+tx5513immlRYsWuXqNHRPyyMijupBdBsYAwfHsuisNv/b8MQAzaKuMmdpamrfkFnT1QPF5T6/CktpS943EaI6FkKHIH0EIKPLIJCQk4OjRo1i7di2OHj2K6upqzJ49GzNnzrQw/xJO4BfOLknISEMIuwfEAMGJQFkGM/y6ajyY8DlY88cAxgnYoSxyU1dmElOE6/j5UeDoV8C9vwGdrvX0ahirJwKll4BHTwABNkSuK9DrLKOzJGQIQkRRROarr76Cl5cXZs6cicWLF+Pdd9/FfffdB19fXzzxxBOuXmPHhMYUyEOIyAREASFG9eLKM2VHQgYgn4y7yT3MLvOPe3YdAvWVQOEplk7MO+Le1xKEugB9xwhCRJGQefDBB7Fx48YW2+fNm4cvvvjC6UURoDEFchE8MoExQEgiu17hSiFjp4eMAAkZ9yJU7TQvtfcUpRdN1wtPu/e1SMgQhE0UCZkvv/wSd9xxB3bu3Clumzt3Lr755hts2bLFZYvr0IhmXxpTIAmh/DogmqWWANf2knHkkQFIyLiT+kpWrQO0PKh7ihIzIVN0xr2vVZVr+Tt9xwhCRJGQmThxIt59911MnjwZBw8exL/+9S9899132LJlC7p37+7qNXZMRI8MRWQc0lDNxjkATMiIERkXChkxtRRu+z4kZNxHpVl/KiGN6GnMjccUkSEIj6HI7AsAd955J8rLyzFs2DBERkZi27ZtSE2VOVOIsI1w5t9UBzTWWE7SJiwRUg3eAYA2wDIiYzAAKhfMRhWEDKWWPIOFkGkrEZkLputFZ133XbNG81YC9B0jCBHJQmb+/PlWt0dGRmLAgAF49913xW1LlixxfmUdHW9/wMuHGQlrikjI2EMQMgFR7DIonjWu0zew9y4w2vnXoNSSZ6kwEzJVbcQjYy5kdDUsAhjqqjK5ZlQahYx/FFBTSN8xgjBDspA5fPiw1e2pqamorKwUb+c4zjUr6+hwHDtoVmQzn0xoZ0+vqO1iXnoNAF7eQGAsO4uvyHaNkBFSfFS15BkqzTwiNUVs2rm1xoStBc+bPDIafyZkis64T8gIEZnonsAlEjIEYY5kIUMmXg/gF84OxFSCbR/z0muB4EQmZMqzgIRBzj1/UyNQX8GuU0TGM1TmmK7zejbt3Pzzbm2qC4HGKhb5S70eOL2B+WS6jnPP6wlCJqoXcGkrfccIwgw3JXQJl0BjCqRhXnot4ErDb62xcoxTAz4htu/na7yN2se7nopmw2g9XYItpJVCOgEx/dh1d1YuCVFHYZYYCRmCEFFs9v3rr7/wzTffICsrC42NjRa3fffdd04vjACNKZCKtYhMSCd26YqmeEJEzC/cvpmTIjLuo7JZ+XFVARDTxzNrAYASY8VSeCoQZazUdFflUkO1qfQ8qie7rKMxGAQhoCgi8/XXX2Po0KE4ffo0vv/+e+h0Opw8eRJ//vkngoODXb3Gjgs1xZNGc48M4NpeMlL8MQAJGXfB86aqJUGgtpWITHgXINIoZIrPscolVyN8v70DTH9/fQXzCREEoUzIvPLKK1i6dCk2bNgAb29vvPXWWzhz5gz+9re/oVOnTq5eY8dFKPWtpaZ4dhEjMmamXlemloSmhA6FTBi71NUATQ3Ovy7BqK8AGqvZ9bgB7NLTJdiC0Tf8KiA0GVB7A7paoDzT9a8l+GMCY0zpS8Dk2yKIDo4iIXPx4kVMnDgRAODt7Y2amhpwHId58+bhww8/dOkCOzTkkZGG6JExEzLBQmopm53RO4OU8QQAoA1i5k+AojKuREgr+YYCYcnsuqeb4okRmVRA7QVEdGW/u8MnIwqZWECtAbwD2e/0HSMIAAqFTGhoKKqqqgAA8fHxOHHiBACgvLwctbW1rltdR4c8Mo7RN5neH/OITHACu2yscn6HL6WHDMD8M4IZmA4yrkNIKwXFmz5jT44p0DcBpenserixCWikG30y5kIGoBQmQTRDkZAZOXIk/vjjDwDArbfeikceeQT3338/7rjjDtxwww0uXWCHhoSMY2qKAPCsosjPbHyAt59JeDibXpLqkQHoIOMOrAkZT0ZkyjMBg441rAyKZ9sEw687IjJCM7wgQciEsEv6jhEEAIVVS8uXL0d9fT0A4JlnnoFGo8Hu3bsxffp0PPvssy5dYIdG9MgUs/QINRtsiZBW8o9s2SAtOJGJkPJsILaf8teQ6pEBSMi4A6H0OjjeVGLvSY+M4I8Ju8pUxRZpLIumiAxBtDqKIjJhYWGIi4tjT6BS4T//+Q9++uknvPnmmwgNDZX8PK+++ioGDx6MwMBAREVFYerUqTh79qzFferr6zFnzhyEh4cjICAA06dPR0FBG2lR7m6EA2dTvcnsSFginJlb697rKsOvVI8MQAcZdyBGZOLaRkRG8MdEmM2WE/q7FJ9zfTWRudkXoO8YQTTDow3xtm3bhjlz5mDv3r34448/oNPpcOONN6Kmpka8z7x587BhwwasW7cO27ZtQ25uLm655RYPrroV8fYHNH7sOqWXrGOt9FpALMF2speMVI8MQAcZdyAKmQSTkGmsZv1VPIG50VcgtLNpNlpZhmtfTxQy7OSRvmMEYYms1JJaLW22iV4v7Yzk119/tfh99erViIqKwsGDBzFy5EhUVFRg5cqVWLNmDa6//noAwKpVq9CjRw/s3bsX1157rZzlt0/8I9iBuKbYVLFBmLDWDE8gxDj3xlkhI4hISi15BvPUkjbANNuouoD93tpYEzIqNRDRBcg/znwy4Ve55rV43iTWKSJDEFaRJWR4nkdSUhJmzZqF/v37u3wxFRWsL0JYGOvHcfDgQeh0OowZM0a8T/fu3dGpUyfs2bPHqpBpaGhAQ4Oph0dlZaXL19mq+BmFTFubt6TXAdsWAdG9gF7TnHuui1uAM/8DblwIaHzkPdbaeAIBV6SWmhpMXVVJyMjHYAB2vMlEeJ8Z8h9v3gxPMNYGRgOll5iQcZVgkIM1IQMwn0z+ceaT6T7RNa9VWwrojZ3Tr3Qhs2cFi3r2/ZunV9K+aWoAfn8W6HoTkNoxim9kCZn9+/dj5cqVeOutt5CcnIx7770XM2fOlOWLsYXBYMCjjz6KYcOGoXfv3gCA/Px8eHt7IyQkxOK+0dHRyM+3bvZ79dVXsWDBAqfX02Zoq919dywBtr/OhJazQubPl4DLB4GkoUBvmWlDocNrgBWPjCu6+wrRGJWX/TlLAlfqQUYpZ/8HbFnIUqS9brE/4sEa9eWs0RzAPDIA+6xLL3mmBLuxxiSsmgsZd1QuCWklv3DAS2u8bmy8eCV9xwpPA789zRoL9rqF9eYhlHH+D2D/h0D2vg4jZGTtVQYNGoT33nsPeXl5mD9/Pr7//nskJCTg9ttvF8uxlTJnzhycOHECX3/9tVPP89RTT6GiokL8yc52QWdXTyI2xWtDEZm8Y8D2xex6bbHzXWyF8lLhTFcOVXaEjBCRqStV7qcQ5yxFSKsaIyFjyZ4V7FJXaxIAchDSSr5hgMaXXfek4bf0kmk9gqAQECqX3CFkBH8McGV+x7L2skt9I1CVa/++hH0Ej1bzQatXMIrMvj4+Pvj73/+OzZs348SJEygsLMRNN92E0lJlg8weeugh/Pzzz9iyZQsSEhLE7TExMWhsbER5ebnF/QsKChATYyWVAECr1SIoKMjip10j9EZpK2MKmhqBHx4EDE2mbc4cUAwGoMb4+OLz8h9vLyLjEwxojbO/lKaX5PSQAa7Mg4xScg4CWXtMv5co+HyFrr7B8aZtopDxQETGVloJMEVkis+7rnKpecUSYPqO1V5BgyNzDpiuu2I+WkdG2NfVFrP9dQdAcdVSTk4OFi5ciLFjx+LMmTN44oknZIsGnufx0EMP4fvvv8eff/6J5GRLM+vAgQOh0WiwefNmcdvZs2eRlZWFtLQ0pUtvX7S1MQU73gAKTrAzUmG2kDMD/GpLTKJIbkSG502vba38GjCbgq1UyMjoIQOYHWRIyGDPcsvfhf4rcqjMYZdBphMc8bP2RETGnpAJ6Qx4+bq2cklInwnN8IArUyxn7zddd8V8tI6M+b7O0zPJWglZQqaxsRFr167FjTfeiC5duuDQoUNYtmwZsrOz8dprr8HLS15ec86cOfjiiy+wZs0aBAYGIj8/H/n5+airqwMABAcHY/bs2Zg/fz62bNmCgwcP4p577kFaWlrHqFgC2lZ339wjwPY32PWbl7CSU8A5IWP+2JKL8uYiNVSygwZgPSIDmBl+FVYuyekhA1yZ/gUllGcBp35k11OuY5dKUocVZj1kBDw5psB8WGRzVCog0jhzyVWN8YSIVKAVIVNf7p5p261NballtI4iMs5hvq/z5CiPVkSW8oiNjUVgYCBmzZqFd999F1FRrOTVvO8LAMmRmffeew8AMHr0aIvtq1atwt133w0AWLp0KVQqFaZPn46GhgaMGzcO7777rpxlt2/aSkSmqYGllHg9M/f2mgYc+4bd5sw/i/kZQ0MFE2wBEvq1ACZ/jDbY5J9ojrOGXzk9ZADTQaaxilV2qTXKXre9s+8D9l1JHsm+K5e2KBMyVlNLQndfD0RkhPSntYgMwHwyeUeBotNAj5udf73mpdeAyXTOG5iYN5+I3R4xTysB7pkg3pEwbzdR2TH8RrKETFlZGcrKyvDSSy9h4cKFLW7neR4cx0nuI8NLOPv28fHBihUrsGLFCjlLvXJoKx6ZbYuAwlMsMjHBGJURerc4c0Bp/tiSC9KFjCCCrPWQEQhxsime2EMm3P79BHyCTdfryqX/LVcS9RXAwU/Z9bS5pl4vioSMvdRSK59t8rwpcmBTyHRjl4UuMvwKxldzs6/Gh1WB6WpZ5K+9CxkhrST0B6LUknLqK9n/nwBFZFqyZcsWd62DsIV5RMZT85YuHwR2LmXXb15iSneJZ8ZO/LM0/0crOQ8kSfQ/ieMJrBu/AZg8MorNvjIjMio1EzP1Fewg0xGFzKHPWUQqohuQOsYU1SrPYpE9oYxYCvZSSzXFbBJ1a5Xq1paaDhK2+tdEubhyyVpEBmCRP0HIoJ03yswxCplu44ET6ym15AzN93MdpAJM1h5g1KhR7loHYQtBNOgbgYYqwKeVq7B09cAP/2Jh7N4zgJ5TTLe5wnRpLSIjlSoJERlXpZakemQAdpARhExHQ98E7HufXU/7F/ON+EcC2iCWBilNN1X3OILnraeW/MLZtHNezwS+uRHWnQjfzeBE26nMSKFy6ZzzIkuvM/1/mAs5gH3HKi+3/++Yvgm4fIhd7zODCZmKHOb9kdtziGi5n+sgERn6prR1NL6AtzE07wmfzNZX2dmlfxQw4XXL21xhuhSiOaHGs0o5lS1i6bWEiEx1vrJ+N3LLr4Ers6pEKqd/ZGeFfhFA39vYNo4zRTDkCNW6MqCJGf8tUisqtSlC5ozRXC5ixZKdbsIhSSzto28EytKde73qQgA8a8bYXEhfKd+xwlNsbpZ3IHDV9QCnAvQNnvcEtleEiAxnPLQL5ftXOCRk2gOe8slkHwB2v82uT1rWsgGYK0yXwmM7D2OXcg50jkqvAWNHVOPZc0WO/PWJ5dcyUkRXykFGLjwP7DaWXA++zzJqIXhK5Hy+QgM9v4iWoyvEaGBrChkH/hiARREiXFS5ZD4QtXl0QvDFtPfvmJBWShjIUo6CYHV2PlpHRTBKR/Vil5UkZIi2gicql3R1xiolAzuztjY7RjT7FsgrmzZH2FknGYVM6SXpzcTsNcMT4DizXjIyd466eub1AExiUgodVchk7QVyDwFqLRMy5igRMubDIpsT4AkhY6eHjDmu8smIRl8rEUfxO1bu3Gt4mmxjxVLiEHbpbLuEjo6QWkq8hl1SaoloM3iil8yfC9kZaEAMcNNr1u8jCBmDTvlBW4jIxA9iB0B9o3Rjrr3xBOYoHR4p+GNUGstqJEd0VCEjNMDrd1tLk7MoZGSkDsWKJTtCpqo1hYzQQ8aBkBF8Mq6KyNgVMu38OyZGZIwHXlfMR+vIVDQTMo1VzFt5heO0kMnJyUFOjoKQPSGd1h4cmXvENCNn0lstU0oCXlrTDlWJ8m+sMUU8gmKBsBR2vVjiWbuUiAygfOdo7o+RUy12pRxk5FBykU0wB4C0h1reLgoZGWMKBKOvPSHTWiXYBoN0IeOqiIz498e1vO1K+I5VF5lmVyUMZJeumFjfkRH2cZHdmcEe6BBRGUVCxmAw4MUXX0RwcDCSkpKQlJSEkJAQvPTSSzBcCZ0m2xqC0a+1PDInvwPAAz0mA91usn9f0Sej4MxYeIzGjxma5RhCmxrZMEjAfvk1oHznKHc8gcCVcJCRy973APBAlxtNvVTMET7bmiLp6RB7qaVAJ753SqjMYSZUlcaUqrSFWLl0nlUeKcVuROYK6CAtNMKL7G76n1GaBiaYHUCYWxfSyfS96QBN8RQJmWeeeQbLly/Ha6+9hsOHD+Pw4cN45ZVX8M477+C5555z9RqJ1vbIXDT2C+ox2fF9zX0ycjFPDXEcENGF/S5FyAj/sCqNaSdoi2CFO0e54wkEOpqQqS0FjnzJrqfNsX4fbaBJ9JZKTC8JZl+rERnj9661UkvCdzIshVVN2SM4kTV3M+hMEQclWGuGJyB+x9rx4EgxrTTYtI1SS8oRihm8A9j3Qxhr0QEiMoqaHHz66af4+OOPMXmy6UDXt29fxMfH41//+hdefvllly2QQOt6ZGqKgfxj7HqKhL5BzpwZN08NyTGENhdB9lA6OFLueAKBK+EgI4eDq1hztug+QLKd70x4KksFlVwE4gc6fl67QqaVIzLFEo2+gHHmUjdmfC48bT1CJYUr3SMjGn2vMW0zb2DpqQag7RXhRC04kb1vopC58iuXFEVkSktL0b17y6ZW3bt3R2lpB9l5tyaCkKltBSGTvo1dRve232hOwJkz4+bl03IMoaIIkrBGIbVUeZk14JKKkh4ywJUR9pdKUyOw70N2PW2O/QNPhAyhaqsZnoArKubkIKWHjDmu8MkIB6Ar0SOj17GO4YDJ6AsAwcZRFI3V7fdv8xRC6lzY3wWRkLFLv379sHz58hbbly9fjn79+jm9KKIZfq0YkRHSSimjpd3fmTEFYp+MZkKmIpvle+1Rbeds1doaVRrWCVbOPzV5ZBxz4lv2WQTEAL2n27+v8PkWSzD81paaJpubT34WED73pnrWMdjdCEJGSH86wtnKpcZa0zgERxGZ1hByrqbgBGt26BNs6rsDsN5D/kaRSj4ZeQgRZyE914EiMrJSSykpKThw4AAWL16MiRMnYtOmTUhLY3Nx9uzZg+zsbPzyyy9uWWiHRvTIFLs33MrzwKWt7HrKddIeI1aPKGiKJzxGeA6/cNOcotJLQHQv24+tkhGRUanYWX1ZBts5CmcsjnDWI1NfwXriOPJUSEVXB6i9Xfd8zsLzppLrIf8EvLzt319O6lAovfaPsj6bSePLpp43VLDvgpzyeCVI7SEj4GxERjj4aPxM1SfmCN8xQxOLXmgDlb2OpxDSSgmDWzb7C0lkHriKbCDu6lZfWrtFEH7C/k00+175QkZWRCYjIwN6vR6jRo3C2bNnMW3aNJSXl6O8vBy33HILzp49ixEjRrhrrR0XISJg0AH15e57ndJLbOeh9gaShkp7jJAWUmIoq24WkeE46Qc7KeMJzFEyPFKxRybEdN18Eq0z1JYCS3sB7ww0zabxNFl72Jm1xg8YeI/j+5unDh1FEexVLAk4YzSXQ1OD6SAhVcgIEZmSCyz9JhdByATGWj9x0fiyvktA+4z8Ne8fYw4ZfpUhppaM+zrBJE5mX9vEx8eTqbe18NICPiFMxFQVOK7SUcrFP9ll4hDA20/aY5yKyAgeGTMxEt6F5c4lCxkJERnArHJJxs5RqUdGrWGzYxqr2EHGVh8eOVzYzMrva0uAlTcCNy4EhvyfZ82QgqBKHSPtbwxJYsMedTVs52pv2KM9o69AYAzrS+NuIVN6CQDPIiNSRW1wguk7UHrRFKGRimj0tfEecRzbD1Tns++Yo5Lwtkb2PnaZOLjlbdRLRhliakkQMsb9alXeFT+EU7aQ+e233xAcbD+Ma17NRLiIoHgmZCpzpE8PlouQVrpKYloJMAmZhgqW+rA1Fdga1tJDUg2/1kSQPZS0PlfqkQHYQUYQMq7gktG75BfOxMyv/wYydgBTlrtP2DpCaG4ntSrHyxsITWLCoOSC80KmtSIy5kZfqcKR49j7cvkv5pORK2TEZnh23iNzIdOeqCowRrg41tG7OUrbJXRk9DpTuX7z1JJBxyoolezH2gmyhcysWbPs3s5xHPR6ibNyCOkExwOFJ00hd1ejbwLSt7PrUo2+APMmePkw02V1ARDaWdrjDHpT6sY8PSS1KV6VzNSSGK6WuHNsrGWRA0C+RwZg6aWKLNccZMy9S7d8yETe788CZ34G8o4Bt64CEqwcENyN1E635oR3MQmZZDtpaHtdbQWEz97doXO5/hiByO5MyBSdlf+a9kqvBdqrqVxIK0X1BHys+H+oKZ58KnPZXDy1t8ksrdawCGJNEYvKXMFCRnasKT8/HwaDweYPiRg3IZyZuqtLY+5hVv3hEwLEXi39cRynrAS7poj943Eqy38wKZUtPC8/tRQiM+8uiCy1VpmR0pUHmeLzLEKh9gY6DWUppdm/M9FYkQV8Mg7Y/U7rV6+IB3iJlTyAdA+U6JFJsH0fMSLjxPR1KSj5OwFT5LRIQeWS6JGxI+Taq5DJNgoZa2klgFJLSjDvIWOeQhJSk1e44VeWkOGoOZHnEIWMm+ZaCamLlFHyq2KUNCcT7usfafl6QkSmrpQZXK1RV8bCpYAMISOYfXNYvtgRQqm73DlLAq48yAifTadrTd6luP7A/20Hek1jlSu/Pwt8dbvt98zVNFSbDrbhKdIfJzXiZm9gpIDYjNHdERkh8iSxh4xApDGdVKigckkUMldgRCbbjtEXMEVP68rY94xwTPMeMgIdpARblpDh22O/giuEGh+jF8VdERm5/WPMUeJVsDW52tvfdPCy5ZMRXsc31HpprjWC4ln0R98gbdSDuZBRgkuFzFZ22bwk3icYmLEKmLiERY7O/Qq8PxzI2uv8azpCGDPgFyHPoyMlImPeDM9uasmJiEzxeVaNJPW+gPzUkhCRKb3osHKJ53mcL6iC3mDcx5pXLdlCqI5zl5DR1cmbVi6FpkYW/QVYUYE1fIJM5fQUlZFG8x4yAuaG3ysYWUJm1qxZ8PWVYeYkXILBwOOZLWxn1VTmhohMQ5Upby21f4w5SsYU2Jtc7eisXWykJ9EfA7B8sXBQkLJzFFJLSvwxgOuEjF4HpO9g162ZsDkOGDwbuH8zO9BWXgZWTQB2LJEWeVKK0oO7cP+yDNsDFWuKAX0jAM49HpmsfcDyQcDntzCvlj3qykzfBbkRmaB4VulkaHIYgXpt4xmMXbodq3alG4Wc0NXXjpARKsXcJWQ2/ht4ZwBwxoW9wfKPs5MJ3zD77yf5ZOQhFDE0r14T/n9IyJhYtWoVAgPbWeOlK4DL5XU4WuEPADCU57jeC5G5m+1sQzsDYcnyHy+IETkHFLEzrzUh4+CsXWykJzGtJCAafjMd31csvZbZQ0bAVULm8kFW/eQbCsT0tX2/mD7AP7cCff7GOhhvXgB8OQOodtOgUSVGX4CJSY0f+77ZOkgJaaWAaCZAbSF87+pK5fVqEVJ1mTuBfe/bv2+JcehjQIx8r5RQuQTY9cnsTy/FhzvY6+w4X8y+M/oG0+vaQviO1bpJyAjtGHa84bp9jvmgSHspW6pckke5DSHTQZriXbmF5VcQ5wurkMezsy9vQy3qqspd+wJiWklBNAZQ1kumeVdfc0QhY8PwK2c8gTlyhke6KrXkrGdF+GySJXiXtIGsqmnyO4CXL3BxM0s1Zex0bg3WkDt7SEClMj3GlqFbSloJYBEJlVHo1Mj47uUdM13f/KJ9Y7nc0QTNEUcVWPfJ1DY24Yn1R0WdcDK30nT27BsGaHxsP7c7PTK1pabI5eWDpr4vzmKvf4w5ZPiVh83UEkVkiDbCuYJq1EOLMj4AALBp30HXvsAlJ/wxgJmQkRGRsZcectRLRs54AnPk7BydFTKuCvvL7e3DccCAu4D7/wQiurHP5NNJwLbFjtMocnDmAO8o4ialqy9grJgTooEy0prCdPfgTqxtwA//sv3eKBVsAuKoAusRmcW/nkVmSS1ignyg4oDi6gaUFxjPru35YwD3Cpn8Y5a/737HNc8rTry24Y8RoO6+0jEYTH2XWph9W6lFgYchIdMOOFdQBQAoVrGD6s6DR2EwuCjUW5lnnAfDAckjlT1HoDMRGStixFzIWPN5yB1PICBn59gWPDL1lUCOcccvN1oW3RP45xbg6pmszH3Ly8Dn05RNKW8OzytPLZk/xpaQEZvh2Sm9FpBrNDePNNy5lnlYcvYDe1ZYv7/SHjICdiIyey+VYPXuDADA4hl9kRLJTlTyctLZHez5YwD3ChkhahXdm12e+Z+xw7ETVOaytCGnAuIG2L+v2C6BUksOqS5gnjJO3bJcX4hq1hTZ9qRdATglZC5cuIDffvsNdXVsUjFVNbmH8wWsBDEgKgkAwFXlYvMZF/XOEM744/orb6VvnlqSetZvLz0UkgSovNh03CorVVr2jML2kLNzVDqeQMAVB5mMnczvEprMOuLKxdsfmPouMPV95ktJ38ZSTcJnrpSaYtbJGRxbm1wkCxkHqSVAfgm2EGkI7czE3rhX2O9/LrTeuK5EoalZQIjIlF6yqJKqaWApJQC445pOGNk1Er3iWHO4igKjh8tR6tSdE7CF96nXNCB1LAAe2Puec88plF1H9wK0Afbvq2Q2WkdFeI+C4gB1sx63vkL6lXd/B2wPokjIlJSUYMyYMejatSsmTJiAvDyWf5s9ezYee+wxly6wo2Mw8LhQyISMXwT7547lSvDRDifPjgScTSsBRkMsxw66tSWO78/z9tNDai/TAdLawU4cTyBXyBjFQEW2wx2/rspFZt/6cofVQzzPY/u5IpRUNysHVjIywhpX38GMwFE9mZfks6nAlleUH/yEg3tIon0Phy0cpQ6lppYA+SXYQqRBME73/zs7UOsbgB8eZB2uBZyNPAEsPaQNZv8bZl6c1zaeQXZpHeJDfPHMRCZ2BCHTUJZreqw9hO+YvoGVSrsS4X2K7QcMfYhdP/yFc54vR/1jzBHMvtUFgK5e1stU1Orw55mCVjuxPpBRitN5la3yWlaxZfQFmCfN3YbfwjPMaya1nYEbUCRk5s2bBy8vL2RlZcHPzzRc8LbbbsOvv/7qssURQE5ZHep0enirVWJEJp4rxf70UhzLKXfuyc1b3ztzsFRr2AwgQJrqb6hi0RbAdlTF3lm7rR40jhC6xDZW246UGPTgt74GdRU7mObqrbRQl4JPCLvkDaxjsh02HMvDXZ/sx3M/nrC8QRSZTgoZgFXP3P8nMGAWAB7YtogNolSCs+kWwW9SlWu94ZmUOUsCckuw81gUBLFGIcNxwOS3mdi4fBDY/bbpvlV5gK6WhexDFETEhOcX+skY+6fsvlCMz/eyqMviGX0RoGVn0b3iWO8UdY2DgZEC3gEscgm4Nr3UWGsSqzF9mdE8ujd7Lw6uVv68QsWSI38MwKLDGuOxRfg+SORfaw7i3tV/YeMJ9/pC6nV6PP39cdz6/h7c+dFe16X75WLe1dca7myKp28CfngA2PEm8Ptzrn9+iSgSMr///jsWLVqEhATLHHaXLl2QmSmhtJWQjOCPSYn0h9qYGukTxHb+H+9Id+7JC08z4aHxk7ZzsYdoKpMgZASx4x3I0h/WECtbmgkZXZ0xrQH5Qkbja4qwWAtZVxUAn08Ft/VVqMBjddON+DFdZpdj8bV8TDtiBweZ7w+xcuP96aWms8iKy0DxOeYnsDeTSNaafNlBu+9t7PesPcqex1kh4xtq8h6VNovKGAxmVUtuiMgIKZOYfqZtQXHA+EXs+tZX2f8FYPo7QzuzgZdKEYTo6Q2obmjCE+vZGv5+bScMSzWlLoWITKDO6M9yJGSECdiAa4VMwUkmwAOiWdST44A0Y1Rm/4fySt0FmhpMItJRxRLAXlPufDQAx3MqsOsCiwrvvFAsd5WSuVhUjakrdmHNPra2slodiptHVFsLW119BdzZFG/XMibQfUKA4fNc//wSUSRkampqLCIxAqWlpdBqJXZaJSRxrpAJma7RgaJnoLNXOQDgf8fzkFvuREhZOONPGiq9Q64t5JgupaSGbEVkhMd6+Zi6f8rB1s7x4hbmH0nfDoOXL+Y1PogXmu7G/4470UlZwkGmolbHeocAKK5uRGGVcWdo7l1y9XTrBOOBpHllilTEdIvCkmTA9udbU8TGT3AqaeX1cjwyjTWm9I4QkRHodzvQ9SZmmvz+AWaMdFawCfSayi4v/oklG/bjcnkdEkJ98dR4y4nYIX7eiA/xRTRn/L44MvsC7hEyeUfYpXnfot7TWfSrKg84+Z2C5zzK3lu/COm+KgVN8T7eaUq5H8p0T3+dHw5fxqR3duJMfhXC/b0R6MOiYjnO7IudwVbptYC7muIVnAS2vsauj18s7fvqJhQJmREjRuCzzz4Tf+c4DgaDAYsXL8Z117kgDE6ICEbfrtEB4hmqtjYPaclh0Bt4sepBEc6MJWhOgIwDipTOvEJZbwshY1btpGQGUvPhkfomZvT8fBrzj0T1ws7rvsX3BhYFOXG5EhnFNfJfB5B0kPntVD6azELSJ3ON0SZXppWaIxyg8pQKGSdLkgHbPhkhjeCoGZ6AnB5GBScB8MZIQ7PvHscBNy9jZ5Z5R9iZZrGLhExUDzZ3yaBDxaEfAQCvz+gHf61Xi7v2ifVHJMrZL44iMoB7hIwgcM3Fnpc3MOSf7Pru5fL9VWL/mGuk/9/K7CWTW16H/x0zHazPFlShqt51lTp1jXr8e/0xPLr2CGob9UhLCcfGR0agewxrlHi5zFNCxo5HBnBPCbZexwS/QQd0mwj0/ZvrnlsBioTM4sWL8eGHH2L8+PFobGzEk08+id69e2P79u1YtGiRq9fYoRFSS13MIjLQ1eLBNOZJ+WpfFqobmmw93DZNjUDmLnbdFQdLOSXYUjrzCgeP8kzLULaS8QTmmFdDVOYCn00Gtr8OgAcG3g3cvxnnDJYHkP8dV3gmI+EgI+x41Sq2cz95uZKlV1xl9LVGdC8AHBOdcucUGfSmMlxnDvC2xlDI8ccAZkKmwPHBVUht2OqQHBQLTHidXd+6CLjwh+VanaCh22QAwET1Xtw9tDPSrgq3er9BEXqoOR56qKUZzd0SkWlmiBYYeA9LlxYcB9K3y3tOceK1BKOvgMxeMp/uzkCTgce1KWFICPUFzwNHsyvkrdMG5wuqMGXFTqz9KxscBzxyQxd8cd8QRAX5ID6Eje257ImIDM+bpZZsCRnjccOVc/p2LGGC1zcUuHmpspNKF6JIyPTu3Rvnzp3D8OHDMWXKFNTU1OCWW27B4cOHcdVVzv/TEwy9WcVS1+hA5nEwmmqHRzYgJdIfVQ1NWHtAQYlizn5m3vOPNB7YnETOmAIpnXkDopmZkTewuTziYxU2wxMQqiEuGLveZu5irzN9JTDpLUDjixzjmVVUIEu3mZ/lycLBUL+ymkbsMubxbxvMdtoncyuBwlMsxaLxM6WBXIk2wBTxkhuVKc9iKQK11mSeVoKt1JKws5VSsQSYvgf6RscHc2uRhub0uZWdYRp0zKNkvlYnWF7A+rGMVB/Hk6Nsp1T7BrPoXykXIm0KvauFjF7Hvn9Ay/fJL4z1JQKAPculPyfPm/ohSalYEpBRgl3d0IQ1+1lk4r7hKRjQib0vh7Kcf1/W/ZWNyct34VxBNSIDtfhy9hDMG9tVPPmID2VCJqes1unXkk1tKduPA7bFv6sjMnnHgO2L2fUJb8ivHnUDivvIBAcH45lnnsE333yDX375BQsXLkRsrOdyZFci2aW1aGgyQOulQqcwoyfJ+GVVVeXhvuEpAIBVu9LRpJc5INA8reQKNS0nxC8lIsNxZmftZi3kRX+N0oiM8Syv+CwrFY/pA/zfdqDPDPEugpD5x7VJUKs4nMqrRLqS9JJ4kCm3evPvxrRS95hA3NyX/e+czKsw8y4Nc967ZAvhbDv/qLzHCamgsBRpB1pbCOKg+ALA89h7qQQ/H8sFKoxzlqRGZLy0pvfZkT/LVqTBHI5jZ5jmviSl4wmMbDtXhHeOq3HGkAgv6OF3yXZlZ6ofO3HJ1YegXiehJ5OviwdHFp1lolAbBIR0bnn7tQ8C4IDzv1vvu2ON8izmz1B5Mc+XVGR4ZL45kI2q+iakRPjj+u5RGNApBABw0AmfjF6vx/fv/xcrv/0ZdTo9RnSJwC8Pj8BQM4M2ACSEsn2z3dRSxi7gyBrFa7GJMCwyIFpshaA38Fi1K92UpnZl1VJTo7ETdhPQYxLzTrUBFAuZ+vp67N+/Hz///DN++uknix/CNQhppasiA0T1L+7gK3Nwy4B4hPl7I6esDr+dlNnsyNUeDDljCqSmh6ydtStthtf8OQFg8P3A7E0tUgdCiLh3fLBYVfKLkvSSKGSs99742RjpublvLHrFMuNydmkddOeNw/rckVYSiFXokxFHEzgZpQhLAcABDRUoLbyMWZ/sx0NrDqOmyFj1KFXIAGb+LDv/A/YiDc0JjGZnmgDzzEjxqtjh3S3sPctNuIltOPm9zfuGNrEIXT4firP5VY6f3MF3TDZiVVcf1oOkOeFXAd0nsuu2uiFbPN9x4Itb2PXYqwHvlkUiNhFSS5W5lv19mqE38PhkF6vgvHd4MlQqDgOTmMA7nFWmuCz68O9fYlr+W/jS+2U8NzoCn95zDSIDW55YOEwtFZ1j78EPD4ol+C6jvGVaafv5IizYcApPf3ecbRBMuA2V1tsdyGHHGyy16BcOTPR8SklAkZD59ddf0alTJ1x77bWYPHkypk6dKv5MmzbN1WvssJwvNDP6Cggh94rL8NGo8fdrWX8Lc7e+Q+rKTP9QrjD6AmbVIy6KyACmqhhzIaO0h4xARBfW6fbv3wET37Da0O2yMUQcH+qLm/uwncDPStJLdsL+ZTWN2H2RlYlO6BOLYD8NEkJ94Q0dVFm72Z1c9dlYQ4zIKBQyzqZbND5idGzTzt1oaGIRxYZSY0RGamoJMH2P7JX+O4o0NKf3dGDGJ8Dta5zaWTc2GXAkuxwAkDr672zjpa02G8txRpFfwIeyNKMjHKQvZSMlapU2h10e/do0k6w5PA/89Qnw0Q3sOxMYx/7f5BAQDai9WTNBax2+jfx2Mh85ZXUI9dNg+gCW7uweGwgfjQqV9U24VKzs4F13gfmAwrkqzK5YDpWNr4GQWrpcVteyCZ9BzwRMk7GpX6bClge2sNJD5pxRAJ/Jr4LewLNhst7GY4gz6aXcI8B242c48U0gQGGzUDegSMjMnTsXt956K/Ly8mAwGCx+9HoXDqbr4Jw3N/oKiBEZ9o/9j2uT4O2lwuGschzMlHhWlr6DeU8iuso7YNhDOJg0VjtW/VKnV1urbBEeq1TIAKzTbeoNVm+qrNehsp6d/cWH+OLGXtHwUnE4nVeJi0Uyd4h2hMxvJ/OhN/DoGRskztjpFReEgapzUOvr2d8X1VPe68kh1thHpfQSUC/DEOkqIWP2HKdPHBI3eVXL6CEjIKUE21GkoTkcx8RM52HS12GF03mVaGgyIMRPg8Qu/VhjOUMTm11kDeOBJp8PNaUG7OEgfSkbKT6iTmlsVpK+ATjwccvb6yuB9fcAP89j9+kyDnhgp7y0EsA+J+F7YMfw+7Gxy/nfr02CrzdLd2rUKvRNCAEAHMosl/e6YN22Q0uPmDac/slm2bkQkalp1KO8tlmV1O53gMt/mX4XmgK6Cis9ZIQ0eEOTAVmlRv+Ms+mlJmPna14P9JzKRle0IRQJmYKCAsyfPx/R0Z43+VzJnCswM/oKmKWWACAyUItpV7NtkhvkuaO0VxsIaIzN7RyF+IUxBo7EiLXKFiGa4yaDmZDnDvXTwF/rhRA/b1N6SW5Uxo5/QaiEmtjXlLboFReM4SpjONhV3iVb+IWZhjLmn7B/X3PcIGSidOy7rIIB/g3Gz1dWaklCUzwpkQY3IJhN+yeGgOM4U08ZW+klY+ShEFIjMi40+xoMLBUEOPYRCVGZ/R9ZjhDIPQJ8MJL9fSovYOxLwB1fA/7Wq7Qc4mA+2sHMMhzKKoe3WoV/pFl2XxYMv0p8Mhn5JehqYAKpqc/tbOP/Hrf6HfPRqBERwFJOFumlwjNsFAgA9LuDXQrTv12FlR4yl8z8fMLJsNOG322LWGrWL4JFY9oYioTMjBkzsHXrVhcvhTBHb+DFCICt1JLA7BGswdRvJ/ORVSLBOe+u0l4pTfGEHYHKy3Sgt4UgZKoL2FmeQW+WlnKvkBHCxYBJbMguw7ZxkCmpbhDTShP7mAuZIAxTGUWFO/rHNCdWZnpJV2c6A3SBkOHD2OebwuVhWGo4wlEBNfTGKb4yzNxSxhRIiTS4gUNZ5QCAgUnG70JP45msrfSSGJEJw5n8SpYasIcrhUx5BvNRqLVspIU9ek5lB8/aYuDYWpZK2vcBsHIsUJbOqgPv+RUY9rC0CJgtHFQurTSm1KdcHYeoQMs0sfCeK6lcOnN4J7w5PSpUIfCa8g6L5NWVsiiTlTJ/U+WSUcjom4yzuxqALjcyzxWnYiegZvtupxHMvmYeGfPCBMGeYGqKp6AE+/JBYOdSdv3mJcoH6boRRd+w5cuX47vvvsPdd9+NN998E2+//bbFD+E8WcaKJR+NComhZga5ILOeAMZ/qK7RgRjVNRIGHqLpzSZlmSydwKmBzsNdu2gpql8I//tHOd7B+QSz+wEsElBbykKb4JQPc3SAcEYlhIsBYFzPGGjUHM7kV4nl8JKwcZD57WQB9AYeveOD0DnCNKKhd5gBfTn2+dUnuvizsYbcxnhC/xifYNNsLSc4Vs8+w6tU+Xju5p6I45i44wOj5VVEmfeSsYbUSIMbELrLCtEBRKSygyKvB05vaPkAY8q40isc9ToDLjlKZ7pSyAjfg+iejpsRqr2AIf/Hru9ZDnzzD2Djk8yH1G0i8MB2aaMIHCG0S7ASkckurcWvxnlK941IaXF7f2Pl0vnCalTUyWuMV32B+dRKQvuxZoBT32MnX2d+Bo6vb3H/hOaG391vAbmH2AyvSW+xlgdCmwtXppeaNcOrqtehSOgODlPBiOKIjK6eVSnxBqD3DKDnFGdX7BZatpaUwFdffYXff/8dPj4+2Lp1KwuZGuE4Dg8//LDLFthREb6AqVEBUJm7zISQe1Md23n5sajGfSOSse1cEb75KxvzxnRFsJ+NHZGQVkoYzNJBrkRKiF9uaig8lXXcLblo2rn6hUvr+qoAk5AxicdgPw2Gp0Zgy9ki/HI8Dw/fILEc1/wgw/NiqkgYezCxT5zF3aOK94HjeJwzxKO2NhBXK9AKX+/PwqbTjg3XkYFavNC1F7SA9IiMmFbq4pK016ozXlgGoLOqAOpIP3TWlAMA6n1j4Wvvgc0JdCBkytKlRxpcSEFlPS6X10HFAf0SQ0w39JrGhNXJ74GBs0zbdXVsWjqAkOhOQHYTTuZWWnrkmiN8x3S17KCjZBq5QL7M9NuAu1jjwOJz7EelAW58CRjygOvSona6+36yKx0GHhjZNRLdYlq+RxEBWiSF+yGzpBZHsssxqqu0k58mvQEhJYcBDvBJTmMbY/oAo/4NbHkZ+OVxNv/MLGpo0Uum4BSw5VV2w/hFppPPhGvY5559wDUek/pKk7/NmFpq3iZCsCeIHhmZTfEurHsWqUVnwPtHgROaRbZBFEVknnnmGSxYsAAVFRXIyMhAenq6+HPpkozqGcImQm6za1Szf1Avrdngwxxx8/DUCKRGBaC2UW9/WJrQYTN5pCuXy5AypkBuZ16hzLfkgvM9ZCSQY1axZM7EvmxnJKs5nnCQMTQxEzSA4uoG7LGSVgIAzigydxr6SDN6NqOqXodnfziBTacLHP58tT8LWyuMr190hpn5HOFCf8yp3Er8lKFCA6+BF68DV5mD3oHsPSr3khltcxSREQ7QUT3cJoCtIURjusUEWY4j6DmVXaZvt6z6EYyYXr7oHM++bw6/B9oglrIARBGkmDyZ6TefYGDwvex6SBIw+zfWZ8aV3i4b3X0r6nT4xtgI9L7htmc3KfHJHM0uR1+wZojRvcz2k8PnMZN8fTmw4VGLFFOCcX+RX1rFUkoGHdB1PJvhJSAM5nVVREYQd76hLOIDk5CJDWaC9mJRNUtPimZf6REZXt+E6HNfAAAuXbNAPGluiyiKyDQ2NuK2226DypncJ2EXQUmnmvtjBILiWOfXylxxp8NxHPomBONCYTXS7ZUbCr00Yvq4esnyIjJSO/Oa95IR8sBKu/pKQPDIJDQTMmN7RkOj5nC2oArnC6rsnyULaHxZFEDfwKIy2kD8eiIfBh7omxCMTuHNemoYvUs7Db0RI8Xo2Yx9l0rRZOARF+xjN2r0w5HL2HupFKdrgzDON5StrfCU46oScVik80Lm452XYIAKJdp4xDVmACUX0MWnAqgBcvkwyOrcIgiZ+goW1dA0i+eIB+h+aE0Eb8bApBDLG8KvYmvJO8rSS4PuYduFg0xgDHrHhwDIcmz4ValYr5u6UvY5OiPyrU0Gd8QNz7OTooRrAJ8g5a9tC3OPjMEgpqO/3p+FmkY9ukUHYkQX256NAUmh+P7wZRyW4ZM5euIEBnLl0EMNdcIA0w1qDWvd8MFI4NxG5g0yChUhFZ2W/zlQd4R9JpOWWYo6IdWWd9T56Blg3ehbxITM8NQI/HwsD3U6PTJLapAiChnpEZmCi0cRgzrU8Foc9k1DW+7Zr0iJzJo1C2vXrnX1WggzztmKyACmapPKHIvNKUa/hfBlboHBYOrGGdXD+n2cQY5HRuoON9xKREbpnCUJWPPIAECwrwYju7BIgWTTL8e18DAIEZ3m0RiUpgNlGTBwXthn6CGtYqUZQiTuuu5RuP2aTjZ/Rhj/jqyyOnk+GWFytJOzhwoq67HhKNuh+sUaUz0lF5GoZu9ReqPMad8+wUwwAtZFtIeMvgeb+2PMEVIL5tVLQkQmKA4945goOHG5omVvkua4widTlc/+vziVvJElKjWQOsY9IgZgJ22cinlvathnq9MbxGG5s0ckW1gbmiN0+D2SVS65MV7V+Z0AgPLg7i1FcXRP4Lqn2PWNT4qpmvhQX/TgMnFH3Vfstgmvt9zHhSazqh99o2nulzNYmbEkRGSuigpAahQ7CT5XUG1qileVL3ngZ/GZHQCAo4arcLFUQsTWgygSMnq9HosXL8aoUaMwd+5czJ8/3+KHcI4mvUEUI12tnfkHW/aSEUiOYF/cS7ba6VdksVy62pv9U7kaKWMKnInIiKkl91Qs1ev0KK5mAyqbR2QAs+olJemlujIUVTVgX7qpCZ4FxrRSY+xA1MAXZ/IqZY+d2HG+CADsnqECEMddZJXUyqtcclFq6dPdGdDpeQzuHIqQBKOgLj6PCAMTYqdqrEQh7cFx9n0yeQoiDU7S0KTHictMjFoVMkJ6KWOHKb1UafxeBcaga3QgNGoOlfVNpkoYW7hCyAjvUXgXed133Y1aYxp6aIxA/HI8D3kV9YgI0GLK1XF2Hgx0iw6En7caVQ1NpgoeO1Q3NCHE2D/GO+la63ca+gjro1NfAWx4BOB5xAd64Q3N+9BAj6auE9jMruZwnGlopivSS+XGLthWhExyhD+6GKP55wuqTCd/+kabzRhbYCwVP8R3Qbqtk+M2giIhc/z4cfTv3x8qlQonTpzA4cOHxZ8jR464eIkdj8zSWjTqDfDVqK0eUEXzWLMyvpRIISJTbf0srvAMu4zoyqoOXI2UMQVyPTKhndkZWWO1aWfrptJr4YDh761GsG9LL8WYntHwVqtwvrDaVA3gCLODzK8nWVqpX0IwEsOsp5W8u96AAK0XGpoMtgWpFfIq6nCxqAYqDki7SqKQKa1lbeMBxxGZ2lJTG3wnIjK1jU34ch+rtJg9PMVCqPo3MBFytDIAjU0yZ4fZ8slU5bMzebmRBic5mVuJRr0BYf7eSGqeQgSAsGT23vMG1mwNMEVkAmPh7aVCF2M01mF0zhVCRpi51cpRK0mIht8s8DyPj4wN8GalJUHrZb+6zUutQj9jYzwpPpl9l0pwNccij4Fdhlq/k9qLVTGpvdnMqSNrEHjgbfRSZaKUD0DGtS/b9gkJQibbFULGMrXE87woZFIi/MWT4HOF1azyys+4X5DYFC+8jH0nDhq6Kps114ooEjJbtmyx+fPnn3+6eo0djvO2KpYExNSSpZDpHM6ETGV9E8qad5gEmKkTACK7u2ytFgih1Jpi27NR5PaB8dIyIyFg6pDprh4y5YI/xs9quDrIR4ORXdnOQPLIArODzP+OGauV+jaLxhj0wKVtAADVVdehR6xwAJNu+N15np3V900IsSrCzBEOrIVVDagPNx7cC06wddhC8McExQPe/rbv54D1B3NQUadDUrgfxvaMNg1kLD4HtVEAZ+vDkFEic8dpa/q6hyINprLrENupj+bpJTMhA7C+QgBwytH3QDBhuiIi08rl6ZIQDb9Z2JdeihOXK+GjUWHmtUn2H2dETj+ZvWdz0JMzRjoE0WGNqO7Adc+w6xv/DWxnFT3P6+5GVqOd/w9h+nfOAckpHps06+pbVNWA6oYmqDigU7if2H/M1BRPhuG3thSxTez5DxtSkV5So3hmVWvghtNywlkEo28Xa0ZfwCy1ZClkfL3ViAv2QW5FPdKLqxHm38xl7m4h4xfOznx5AzMjBzU7YPO8mUdGhhgJT2UltHqW9mnNZnjNmdg3FptOF+KX43mYN6aL3fw8AFHIGP58GS9WawFvIPmIP3Dc7BzC0MQqIbTBQNwA9Io7iwMZZTh5uRLTJHZ1F/wxw1PtR2MA5vcJ9PFCVX0TsrhYdNX4sZRjyUUgsqv1B4lpJeXRGL2Bxyc7jcP9hiWzQahCRKbyMjgATVCjGME4V1BlPa1qC6OIzs/Nwv8t34naRibK7mz4EfcA2Fweg9eWbBPvruI43D2sM+64ppO1Z3Ma4aA5IMlKWkmg11Rg0/NAxk4m8IUDTJBJyKw72FoRGUsfkd7AIh/bzhZh/o1dMbizBytWjKkTXWkmlp5k1UTTByQgzN9b0sMHGM3WUoRMybm90HB61PtEwsfMRGuVoXNZX5kcloI56D8CG+rTcI29VGBcf9aPpiqPCZEQJ75/zQZGChHchFA/aL3UYkTvUlENmvQGeAXGsIGPEgy/Fed3IxjAJUMsatRB0DUZkFtRJ076bmtIFjK33HILVq9ejaCgINxyyy127/vdd9ZnUhDSEI2+tnbkzZvimR1MkyP9kVtRj0tFNeIEWJHC0+wyyk1CRqVmDeyqjcbB5kKmvtwkRvxlVB6FpwIX/jD97qby68vlxtLrENtCZkyPaHh7qXChsBrnCqqt9q+wIJrNS1LVFqOroF1spai7jQfUXqLRU6rh12DgsUsQMg78MQCrcOsU5oeTuZXIKmtA1+jeLGefd1SCkFHuj9l0ugAZJbUI9tXg1kHGqKJfODPrGvthVGkiYKhXmfpfSMUobjMyLuJovimCEa05B6iBvXXxOF9t+Zz//fEErk4MQY9Y1xtVhfk+Vv0xAqGdmdci9xBLLwmeNyEiE88moksWMlK9D82prwDKMtj1mL4oqmrAvLVHRHF8+4d7MX9sVzw46irrEWJ3Y4w4HDp2HPuqx8JbrcJsOyXXzemfyN6fS0U1KKtpRKgNAZRfUY+oimOABlB1usZxGblKzVJMH4wCvP3xZ8q/gZJK5Niagg2wqGB0byDvCEsvKRUyujrR/Ny8h0yysegjPsQXft5q1DbqkVFSi9Qg6RGZ8nM7EQzgnHcPJPn540JhNS4V1bR/IRMcHCyefQYHB7ttQQRwXpyxZCMiI5jfmurZ3CKzltHJEf7YdaGkpb/CYGBNqwAg0g0VSwIBZkKmOcJ0Yp8QeaWHzaMAbiq/lhKRCfTRYFTXSPxxqgD/O5aLbjEOGqwNeRDodC1e+PYAzuRX4R/XJrWsWALYWZqx/LmXKGRYxYqjqM/ZgioUVzfCV6O2f+A0IyncKGRKjYbfnP3MJ9HXikkRAEqEiiXlQmalcRbYnUM6wc/buOvhjFGZywcBAA1+sUCVWThcKkYhwxu/Y89O7IFeccHo/30+UA1MHT8e18eazJsf77iEzWcK8dg3R/HjQ8OgUbuulURueR3yK+uhVrGWCHbpNY0JmRPfW5RfA0CP2CBwHJBfWY+S6gaEG+f5tMDZiIzQ9Tg4EbtzDXhk7Q4UVTXAV6PG4OQwbD9XhNd/O4t96aVY8rd+4lyh1oDneWwr8MFoACGN+YgO0uKt2/uLg1alEOrvjZQIf1wqrsHh7DJc3916RHfnhWIMULHvuXfnNGlPHtEFmHsQUGsQeqgSQKVjc3biECZkcg4AfWZI/jssEHqIeQeIn39zIaNScUiNCsCxnAqcL6hCqoymeGpjGr8svD9S/P2NbT1qMFJiU8HWRrKQWbVqFV588UU8/vjjWLVqlTvX1KHR6Q3i2Pku1kqvAWbc8o9iirzysoWQSTFWLrVwmZdnGiuWtMxo6C4CY1iY2pqQEcunZaaGzA+eGn/XdyQ2kmOjh0xzbu4biz9OFeDn43mYN7arfaGhUqEgsBc+zcsHzwNvjrwesBPxAdjnbl6x0sIY3AzBHzMkJQzeXtIOyInmht94CSXYTvaQOZpdjv0ZpdCoOdw9tLPljWZCRhUcDxRAuplawPid8texqrBbByYiWFULVDNjca8Bwy0aeqVGBeDGpdtwKq8SK7ZcwKNjbESiFCCkMHrEBpoEmy16TQX+eA7I3GnaZjzgBGi90DncH+nFNTiZW2n7IOKskDF+7hfUKZi5ch94np1ErbhzAFKjArDurxz896cT2H6uCBPe2oG37+iPa1OcH1HhiOqGJjz7/XEcO1qF0VogSV2MX+YOR3igjJMgIwOSQnGpuAaHMsttCpld54vwtFHIiF4WKRgjHQmhzJd42aGQuQbY/4Fzhl9hNEFwohg5EipdhaIPgO1LjuVU4FxBNcaHSIzI6JsQWcHErbrTNUhWsedry4ZfWachCxYsQHW1zJAvIYvMkhro9Dz8vNV2UxzWhkcCLLUEWPnSFZlVLMmZYyMXIVpSZUfIyC2fNj94urMZno0eMs25wZheulRUgzP5jg+4G4/ngeeZ8dPRcwOAt5dKTCtKMfzukOGPEbCsXDIrwbZmQDQYnBYyHxu9MZP6xiE6qNmByOw5/SJZqD2jpBYNTXbMx80xfqeiuHKkRgWwER1mkYbmXUkjA7V4cUpvAMDyPy8o6qRsC6E6ZqCU6FhIJyB+kOl3nxCL3iWS0oxOCpm67MMAgA0FEeB54LZBifhxznB0iQ4Ex3H422D2e2pUAAqrGnDnR3vx1qbzjgdaOsGp3EpMfmcnfjiSi3yOCTgfvh7haglDca0gRCpt+WR4nkf6hZOI5CphUGkUNU8UxppctpdaAth4GID9v+kc3NcWzYy+AMRGqMlm89uEqP65wiozs6+DiEzhKWj5elTxvohNvdrUn+xKETIOGzMRTiMafW1VLAkEWTf8Cl+6Fi5zd/tjBMQxBS6MyATFA17Gnbub/DE6vQEFlfUA7KeWAHamfF03Y3M8CdVLQgM9YcyBFHpJ9Mk0NOmx39ibRmh0J4WkMPY9ySqtBaJ6stRWXZnF2AuRqlw220vlZaogk8Hl8jr8YnwPhEntFpgJGf+ITgjUekFv4OWdARq/UxGowMBEo+dFaDpmoxLn5r6xGN87Bk0GHo99c1R+ybcNhInXdo2+5pjP3Qmy/I6YpxltIgqZcokrNLH9XBFyTu0FwCIyy267Gotm9IWvt+XJTreYQPz00DDMGJgAAw8s3XQOd32yD4VV9bJf0x48z+OLvZmY+u4uXCquQWywDz7750iTp87K8EgpCIbfo9nlVvsznS2oQufak+yX2L6Kuu4K+42iqgbU6+yI8JBO7PtqaAJyD8t+HQAtjL5NegP7XwYs0m7CCdH5girLpnh2qE/fA4BVK/VKCBP7k9ntGO9hZCeGHVZpEE5xXqxYcpA+sSFk4kN8oVFzaDS6zEXcXbEkYK+XjNhDRqaQUalMPhk3RWTyK+ph4Fk0JMLfsQdAnL10PM+uwM+vqMeBDHYWOKGPdBHWK06a0fNgZhnqdQZEBmpte6qsYB6RMai8Td8La43xBKNvaLKi/kOrd6VDb+Ax9Kpw8e+ywEzIcMEJYrWeLMOvfyQM4ODFGZAmWJAczA7iOA4vTe2NMH9vnMmvwvI/z0t/PRvU6/RiubRUv5LFROFmQl14v065OCLTpDfg9d/O4P5VO5HMM/H65D1/w9T+8TYf4+fthTdu7Yc3b+0HX40auy6UYMJbO0WjubNU1uvw0FeH8ewPJ9DYZMAN3aPwy8MjMKhzmN3hkVLoEhWIAK0Xahr1OGslbbnzvMkfo0q00QjPAaF+GvhqmADMtReVMW+MpzS9ZJ5aAkuL6/Q8tF4qxJpFPIX/pfTiGuj8zBqW2mqPAaD6AhMy5717IMzfW4zw5JTVyYuStiKyhUzXrl0RFhZm94dQzrlCoWLJwUHJRmrJS60SD1IWZ7RiRMaNRl/AlDaym1qy3Fm/u/UCrn9zq32Dpyhk3BORyS4zVSxJqcy4oXsUtF4qpBfXoMszG9HlmV+s/gxbxPoqDUoKRWyw9JnOks7EYfLHDE+NkHWSERviA7WKCd7Cqgb7owqcqFiqaWjC1/vZwef+ESnW7xRmtj043vIsUiJNUKOMZ4/rH2asjBNLim2nCSICtHjJmGJasfUijuc4l2I6cbkCOj2PiACtQ6+VSEiiyZMRaD0ik15Sg5oGGwcfQcg0VgF6K/2jrDBnzSGs2HIRXZEDL84A3i8cSZ2lTXWfPjABG+YOR/eYQBRXN+DvK/fh1xPShxFao6FJj1vf24P/HcuDl4rDsxN74ONZg0wVRjaGR0pFreLQ3ziuQIiYmWNu9BVnIsmE4zjxM3ecXjLrJ6OEZqklc6Ov+f4rPsQX/t5q6PQ8Mut9WVQVvO0BqwC885jRtzLiagBARIA3An28wPNAZomy1J67kS1kFixYgKVLl9r9IZQj7LyVRmQAs1EFguHXoDerWGqtiIz01NKXe7NwqagG8785Cp2ttvxdbgQ4NdB5uAsXa8LWsEhb+Gu9MGMgKyFuMvDQ6a3/CD6CmdfKK7MUKlYKKhtQXG17zomc/jHmaNQq0a+TWVJjf1RBsfIeMgczy1DV0IS4YB+MsmVW1QYAnUewHH5EN/G7L8fweya/CoV8CAAg0auKeQ+EuWIOmrxN7BuLm/vGQm/g8di6I06ddYr+mCQ7jfCskTaHfb9Tr7fYHBGgRUyQD3geOJ1nIyrjYxblkpBeOpRVht9OFkCj5vDytexv5WL6yppanRoVgB/mDMPNfWPB88Ca/cpSPgIH0stwtqAKwb4arHsgDfeNSLF8/4SIjMLUEgD0N0bIDjfr8NvQpMfxS7noITTCk2P0bYaQXpJk+AWA7H3KGuOJXX0te8iY+2MAJq5SxQ6/taYTQVvppeoiBNWx5/buPER8Dodz/DyM7Djx7bffjqgo9xkuOzI6vUFU1g6bgdkRMldF+mPTabOITFkGK9X28mG9K9yJuZBp1uNGjNKYCZmymkbx7OX45Qq8v/Ui5lqb3Nz/70DvGc5PjLWBVKOvOQun9sYjY7rA4MBa4aNRIcRPWvMuAX+tF5LDWcnoydxKqyKgvLYRxy+zCIKU/jHN6RTmh6zSWmSV1mKImyIygrlycHKY/UjXXT8BBh3gpUXXaPZZnJeRWjqYWYZkPhg9AKhqC9k0b17P+tQEOfYmvTilN/ZeKsG5gmq8tek8nrxJmeAXG+FJTSsJ9JoK9Jhk1YjfKy4I+ZX1OJlbydIszVGpTb146sqAAPteKaEMfsrV8eir3sQ2KhhN4KNRY+71XfDzsTzsTy9BvU4PH42yQoIdF9icsDE9okXBYYHgzVKYWgJMAyQPNjP8HsosR1f9OajVPPigeHDBttNrjhD2Hw4jMrFXAyoNaxxaliGvklSvMxl2jR4Za0Zfga5RATiaXY5zBVWYEBjDhg1X5QIY2PK5jRGic4Z4pHZKEDcnR/jjaE5Fm61ckhWRIX+Me8koZhVLAVovxAU7OGCbD45sdiRNbu4yb62KJcAkUprqgYZmZ5BWIjKnjGeZGjX7br3953nbfgA3iRjArIeMDCHDcRyiAn0QE2z/R66IETA1RLOe7th9sQQ8z4zhLSqBJCCUYGeX1gIxfdjGypyWjdWcEjLlAExt4m2iUrFxFDCJ+IySGvumSYvXKUMhjK9RlW/Zcl/CfivM3xsLp7L34P1tF3E0u1zS65rD87x8o685Nv43e5lNwraJRJ9MdmktNp5gxuv7RiSbInAKRxN0jQ5AVKAW9TqDOJZBCUKK1ObA02AXRGSMjfEyS2otopy7LhSjv3G+EmdvLIEEJEdkND6mlKfc9FJlLuuertYC/ky0ijOWrPTXMaVqqx0afpuy9gEADhm6iN87AG3e8OvRqqXt27dj0qRJiIuLA8dx+OGHH1q83n//+1/ExsbC19cXY8aMwfnzzhvy2iqCuTE1KsCxaAyMBcAZp5mWWNwkCBnxS9da/hiAda7UGv8BzH0yunrW2RewKL8WDtJje0ZjbM9o6PQ8Hl9nJ8XkJnIkNMNrbRxVLu0Q/DEKojGAaeZSZmkt4BNkmoguVPsAQFOjacpuhDQPhYDBwOOwgghFVKAWQT5eMPDSQ9mHssrE1BKqC1u03JfCTb1jMOXqOBh44LF1RyWLKIGcsjoUVTXAS8WhT7zrmob2lGL8lihkVu3KgIFngqF7lD+Qf4LdoKDcGGBiXkhr7lRo+i2taRT/tmG2UqROmn0BINhPgy5R7IB82Mwns+NCMQYq6R9jBeFEyGFTPMAyvSQH0eibwE4AYOobZi0iYzLPm5Vg22iK13CJGX3PeHW3OKmz2dajjSBLyBgMBpemlWpqatCvXz+sWLHC6u2LFy/G22+/jffffx/79u2Dv78/xo0bh/p615b8tRVMowkkVJ+oNabIRqVlyazwpRNd5q1VsSQgVBaZ+2SEdtpqLeuVYUTYgfWKC8bL03ojxE8jNilrTcwHRrYVTEMDrR/AhGoRm2exDrDoJQOYDmbmPpmyDHb25x0gu9rsQlE1quqb4KtRo7ujUQ5mcBxnOossdOyTKayqR3ZpHYpgFA/V+YqHIL4wqRciA7W4UFiNpZvOyXqskFbqFR+sOMViDeF7cL6wynaJuK/jwZGV9TqsPcAOgveNSAGKz7Oyeo0/EKZ8htYwJ4WM8D3uHhOIyEAbFYNCRKauDGiQ2SzRjOb9ZCpqdTieU4b+otHXOSEj7D8cppYAUz8ZuZVLzYy+tY1NyK1gx8QUa6kl4/9SenENmvzteGT0OmgL2UlMTdQAi5Pptu6RcV1fbgWMHz8eCxcuxLRp01rcxvM8li1bhmeffRZTpkxB37598dlnnyE3N7dF5OZK4bxYsSRxp2+jcikyQIsALXOZZ5XUAoVGIdMaERnAei8Zc3+M2T+IIGR6xgUhKtDHokmZ3VC6DWobm2RHDg0GHnkVbTEiww7M6cU1qG5WsZJVwrwtXioOQ5KVdVntZJ5aAkzRC3OfjDia4CpZZlDANAG6b0IwvGSOAJBj+BXmGnkJYfPKPKBA6AkiL9IQ6u+NV6axFNNH2y9JGjRoWodp4rUrSQj1RbCvBjo9b/v9kBCR+Xp/Fmoa9egaHYCRXSLM0kq9xTN7JQgRweOXK1BW0yj78eaVdzbxCTKdACmsXAJM/WQEU/bui8VIQj7CuGp2kuXk9G+hWCC/st5qvxoLBNFUcBJolCEQmvWQyShm/78hfhqrc6Rig30QqPVCk4FHEWcUvMKkdXMKTsDLUI8K3g8hnXpZ3CREekpqGlFRK60yrjXxqJCxR3p6OvLz8zFmzBhxW3BwMIYMGYI9e/bYfFxDQwMqKystftoL5qklSZgPjzSD4zixTfXFwsrWq1gSCDQz/AqI/hhTRK+2sQkXi9jfLJx1TjJrUvb4OulNypr0Biz5/Sz6vPA7Xvv1jKzlFlY1QKfnoVZxiLZ1RugBwvy9EWv0SjWvWBHMkQM6hcJfq2yIfSdjaqm4upEJpRjjQd88teQCo69Df4wVhBSAlF4yQvoqIsZYGZZ7yKlIw9ie0bilfzwMPPC4jBST6I+Ra/R1AMdx6BlrPzpnEjLWB0fq9Aas3pUBALhvuLEiyEHDQKlEB/mga3QAeB7Yc6nE8QPM4HneVHnnKLLogvSS8NkcyymHTm9gZddGfwzi+rPxL04QGaCFt1oFvYFHfqWDzEFwAiva4PXA5UPSX6RCSC0JRl/baSVAqFxi/08ZjULa34qQyWZencOGLugVb/kd9td6ITqI7RvTS9peVKbNCpn8fBb6io62DGdHR0eLt1nj1VdfRXBwsPiTmOhgFHsbobHJgAypFUsCQUZXebPUEmD6UpdmnwX0DawzroKurIoQUhDm4UuhQZ5ZD5nTeVXgedYuPso4P6V5k7J3JDQpK6isx50f78Pbf16A3sCLXWSlIky9jgnykR05cDeiT6ZZdGqnk/4YAAjy0SDETwPAGJURIjIlF4CGatN1QJGQOZgp3x8jIKeXjCCYOnUyenyECetORBqen9QLUYFaXCqqwZu/n3V4/9rGJtG4rsjo6wCHfYUcRGR+OZ6H3Ip6RAR4Y/LVxhMgBT4iWwxPZaZTwbcllYySWlwur4O3WoVrkh30IDMeuJ0x/F4VGYAgHy/U6ww4k1eFnReKMVBlPNFT2D/GHJWKQ2wI25dJ8smI6SUZPhnh7xd7yNiuWBLoapzbd7bGeJJsRcgYsk1G397xLSfCt/BetiHa1l7bBTz11FOoqKgQf7Kzlav31iS9uAZNBh6BWi/xLNwhNlJLgOlLp8s3htgjuzoVPpaFWIJdaNomXDeLyAgdUM3d8YBlk7J3t17EsZxymy+19Wwhxr+1A/vTS+HvrQbHAdmldbJap0sdFukJrBk99QYeuy+yM19nhAwAJJn7ZAKijGlB3pSaUThjqby2EReN+fT+ClItgk8ss7TWbkSkscmAY8Ymdt26NFujE5GGYD8NXpvOUkwf70zHXxnWIx0Cx3IqoDfwiA7SOq44VECveAcjK+wIGZ7nsdI46+qutM7Mv8Pzin1E1hjehaU3dxojhVLZed4YWUwKcTxg0wW9ZFQqTizv/vHIZWSW1Joa4Tlp9BVIkFq5BJjSS3Iql8QeMuz9EKpTr7IzEVww/B4tN3436yuARsvmdvpMJmROqrqJVUrmJNsaSNwGaLNCJiaGnbkXFFg2VisoKBBvs4ZWq0VQUJDFT3tAyH2nRkuoWBKwkVoCTELGu1RIK7WSPwawPqZAHE9g+uxMRt+Wn9HEvrGYaGxS9vi6oy2alDXpDVj06xncveoASmsa0SM2CBvmDkc345m84JuQQlusWBIQS2/NDmAnLlegok6HQB8v9HWyOkacgl3SzCcjnK0rjMgcNpYvJ0f4IzxAfrouMlCLYF8NeB5i+tEap/Iq0dBkQIifBslx0SydJOBkpOH67tGYMTABvDHFVNdoW1CZp9Hc0aZC8Eudzqu0nKEmYEfI7E8vxbGcCmi9VJg5xBjVqMhmVYQqL5d454Ykh0Oj5pBdWscaLEpkh1h2LWFOWIjZ2p1AiBB+sS8TAahFV5Uxou2k0VdAci8ZAEhkTeeQc0BaYzyDwdQ7zEpXX1sIEc5jRQbT/4h5VKaqAJqqbBh4DnXR/aG20vOpLQ+PbLNCJjk5GTExMdi8ebO4rbKyEvv27UNaWpoHV+YehBC6EAKUhJ3UUopRPYfWXGIb3D0s0pxAaREZ84ola7w0pTciArzFJmUCueV1uP3DvXhvK4sW/OPaJHz/r6FIiQwwde+UYdIUK5Zk9JBpLcSKlYIqUcwJnoK0lHCnU2EtKpfExnhHgfpKk7dJZldfoXuqkmgMIFQuse+wvcZ4h8zSVxzHWc7ickGk4bmbeyImyAcZJbVY/Jtt75UgnF3tjxFIifCH1kuFmkY9MqwJBTtC5iNjA7zpAxNMolKIxkT2EPv3OIO/1kv835NavdSkN2CPEFmU0pnayTEFAoLht15nQD/VRajAM5HkooG04hRsKRGZmL7MZFxbApRecnz/6gKWOuXUQGAceJ4XK4nsCRkhIpNRWgeD8HeaC5kcVjl1lk9ASoL19yG5DVcueVTIVFdX48iRIzhy5AgAZvA9cuQIsrKywHEcHn30USxcuBA//fQTjh8/jrvuugtxcXGYOnWqJ5ftFsSp1zIG/5kiMnktmuJ1jmD/TEl6YxjWExEZOx4Znd6As/lMvFmLyAAtm5QdyS7H5tMFmPD2DvyVWYZArRdW3DkAL03tLZa7DhDnqcgQMm04IhMfwipWmgy8eEB32DxMBkIvmazmlUv5x0zRGP8oyzb4EnCF8VVK5ZKpk24I2yDspF0UaQj2NaWYVu/OwD4rZlaeN/XLsdqV1gV4qVXoHmsnvWRDyFwqqsbmM0yM3jvMrHushDlUchH7yUj0yRy7XIGqhiYE+2rQW0pk0QVmXwC4OjFELMAbyLk2rQSY9iM55RLmEnl5A3FXs+tSfDLC3x4UD6i9UFarQ0UdqyLqHG5byMQE+YhT5et8jGLffP9sfO3Dhi42TyxTzHrJuLqnnLN4VMj89ddf6N+/P/r37w8AmD9/Pvr374///ve/AIAnn3wSc+fOxT//+U8MHjwY1dXV+PXXX+Hj474Or1KpbWzCz8dykV/hmp425+SWXgOsuRGnYq3dayxz04E+GsQGeCGFM6adWjMiI6SP6kpZQzWgxXiCC4XVaNQbEKj1QqKd3i3mTcruWbUfsz/9C+W1OvSJD8bPDw/HxL6xFvcXKmSO5VRIrnjKEQdGtp0eMgIcx1kYPesa9aKJdriUcLwDEm1FZApPm/oPyUwr6RU2wmtOVwmVS4ebd9IVIjJRrok0AMDoblG4fXAieB54Yv0x1DZalsJnltSipKYR3mqVVZOkq+htr0GiDSHzya508DwbcmpRDelgMrgSBL/W7osl4owxewiCZ+hV4VZTGS0QzL7VBcCFTcClrbZ/8o7aTNUE+mjEFPRgL6NYd1FaCTBLLUmJyADy+snYMPrGBfvA19t27yKO48ST5DKVsV2DWUSGN1YsHeK72DyxTAzzg1rFoU6nR0Gl7flvnsCjQmb06NHgeb7Fz+rVqwGwN//FF19Efn4+6uvrsWnTJnTt2tWTSxb5v88P4qE1h/HT0ZZGW7k0NOnFqaKyhIzayyQarKSXhoRWQMs1oUnta9oJtAa+ocYpq2CN8AwGU0M8o5ARdsY94oIcTpsWmpSVGfsX3DOsM9Y/mIYkK2cgyRH+CPXToKHJIFaR2IPnebNmeG0vIgNYdvjdl16CRr0B8SG+6BzuvPASUks5ZbXs4BPaGdAGs/D1mf+xO8lMK50rqEJNox7+3mp0k9EIrzmOmuLlV9TjcnkdVBzQLyGEbRQ6l8a4LtIAAM9M7IG4YB9kldZi0UbLFJMQFeodHwStl/tGgAhnyt8fzmmZOhWETH0FGxILNsds/UG2X5g9wiwaw/NA7mF23QXpN4G+8cEI9PFCRZ1OUg8o2ZV3fmEmf8cX04HPptj++WAk8O1slh61Qv9OoeBgwAC164WMsB/JLa+37mdqjrlPxh5VBcCBley6YPQtsj2aoDnC/1OeIYRtqDQKmaZG8ftwmO9m8xikUavE/cWlNla51GY9Mm2dG3sxAfG/Y/JKfa1xqagGegOPQB9Trb5khPSSlcqlQX4sClLs07n1KpYA9lpieqmARWYMxrNY4xmzUEba20YY05xQf2+suHMARnaNxAf/GIjnJ/WyecDgOFNVgpTZL6U1jajXsciNUDbZ1uhlVrlk3jzMFabS2GBfaNQcdHpj3wuOM81dOv8Hu5QZkREO7Fd3CpF2pm0DIbWUVVpr1WgrvE73mCBTL51+dwApo4HBsxW/rjUCfTRYNIMd9D/dk4ndF03pE8WDImUyoU8MksL9UFDZgFvf34OPtl8yhfh9Q0x3rGf/W1/uy0S9zoBecUFISzFrmpjzF0v1egew3ikuwkutwtCrhOol++ml6oYm8X0bkSoxsshxwOh/A1G9HPz0ZB6SE98CH46y7Itk5L4RybgtuR7+hmrWmiK6t7w/1g4xwT5QcUCj3mB3cr2IIKIKT9kUXri0FXh/OJC1G9D4AYPuBSDN6Csg/D+lNzTrJZN/HJy+AaV8ADSRqXa7UptKsNuWT4aEjEJu6hUDFQcczakwdUZVyPlCpm67RgfKPziZD49sRjcVEzcZ6laMxgiYjykQDKN+4Wy0AuxXLFnjmuQwfHbvNRjXy7EhT45PRojGRAVq3Xo27QzCe3Q6rxLbjeWqzpZdC6hVnNhWXaw2EdINeuNOWOaMJVcZXyMCvBHqZ7tySTT6Gs2bAJjf4K4fgfgBTr22NUZ0icSdxqqfJ9cfE7sti3+vG/rHmBPi540Nc4djYp9YNBl4vPzLadz36V+sm65aA3gbz6TryvD/7d15eJNV2j/w75O9adKk+76ydAFaZGmtDKhQBVdURJzh/cm4MooOjssM/ObyBedyXkBcRkbeGWdQ8efMK4qKC6KvqFALsrZlEShbS1u6UiBturfJ+f3x5HmadE3SrO39ua5etEloD4c0uZ9z7nPfHd0mvLeP75H1yMxk29eVE9v4P1NvdXkjViFPpuDs4MewD5ZdRreZIT4kQCzMaJcZy4EnfhriYx/w0Df8qsWVUmBTHnDwnzZbTWPCNVg73bL1EztFfF1yBblUgihLE9eL9pxc0kbxK+bMDFQV2t5nNgE//Bn4f3fxq9oRGcBju4EEfhXHkUBGSJ4/1dLr1JJVfkzGELlKvprwS4GMk8K1SrE0vKMF2Ho760iPpd4GObkU382/kJ3oinF6bE4T2xTU9jl6bTYznBICGTfkFAhvKNaN4Qbiy4m+gpRwDVRyCVo7TWK+iHDl6wrxvVsV9N5ucHJFZriBDL+vP3DC73AqBzvr/96ajlh9AC5ebcOaHafQ3NGNklpLITw3r8gAfBHDN391DV66ayIUMgm+L6nHbRsK+Do3VnkyXxypxiVjB6KCVLhtktXvv9kMnPyM/3xC39YwwyXkbRWVG/rkElkTG57auxrjqPhsYOmPfLBm6gR2PAdsXQK0GXoeI+SkCDkqLiQm/NqbJyMU47PeXmqqAd67E/jxZQAMmLIEePQHIDxVfIgYyITbE8jwv0snjL0CGcuJpcJBEn0FtCIzAgmJpl8NM5ARXqTHOXL0WjBILRnh6PWhlkjPZ5mLKzL1fY5eV15thbGjGwqZZNAiTs7KitNDwvGrLUMlY/cUw/O9RF+BVMIhPbon4JsQE+RUbZaBCEXxysVaMlb5JZyEz5ux05WWTvFFztmj19bGR/af8NvRbcLPVZ4LIAQapQzrLVtM/z5Qgb/tPgcz4xM8o9xQCK8/HMfhPywlB5LDAlHd2I5F/9iPehP//8har4gF8JZclwSFzOpl/uIhvg6JMggYM9vlY0sKVSNWH4BOkxkHywYuIujKk3cDUocA9/8PMHcNIJEDJz/nc2eEVQ8haBByVFxIbB5pdyBjGYMQXJ39Dvj7DKB8D78FeM8m4M4NgLzngstsZuLvWn/NInsTuspXW+fIMNbTmmCQRF9Bio92waZAZhjmTeS3l45dbOwpKOYE4VitQ4m+goGq+5q6oDDwdVaOd0Z7PstcrFVQ2+fotfAGlBalhdwNLQEClTKkRfG/kENtLwlbS7E+WEPGmvULjKu2lQR9asmEjQdkljdlfYJDp3+EJNQx4YHQq4fXtwYYuFXBz1VN6DSZERqoEMfvKdeNDcP/uZZv97FxF/875oqgzVETYnT48qlfYP7kGJjMDKcb+TyhotOlKKk1Qq2Q4lfZvbaV3bitBPBB1lDHsGsb23G2vhkcB9vcHXfgOCD3CeDh/+Wfy4Zy4O25wI/re07luWNFRiyKZ+f7QpzVisx3q4F/L+Bry0ROAh7LBzIX9vkr1Y1t6Og2Qy7l7Hr9ErrK1zNL4G/q4Ct4N12EiXE4ah6DjKECGUt9soorregaqimmB1EgMwxhGiVyLUv8zq7KtHf1FLhybmtJyJHpFchcKQVn7kIrVKhCmOezzAdZkTkxQGsCVxLyJoZK+PXlqr7WrJd87U6OtJOQoyBuLUll/F484LVtJYGwSnmm18kl67ot7qikO5QVt6QhPqTnOePJVSFrGqUMf1k0GesWTIKR418/vtzPt5e4b1o8dGqr3A+bbaW73DYmIdAeKOF3r+X2SbG6frs1u0XsVGBpAZB+B1+u4oeX+NuDkwGN67e3Yh1pUwDwCfayAL7a8p7X+dumPwI88h0Q1v/voLAqkhgaaHdhzHGRWnRCjlaZ5fXk1BcAgBKWgPDQEASpBs8VigxSIkAuhcnMhp0b6koUyAyTsP/81fG+Wzv2OFJpgJnxhbfCnem8LAQyxhrx2CUAvg4IgBpFEgDO80uBg+TICIm+GXacWHKWkDdRaOeKjC9W9bU2yZKEp5RJMC3JtW+awopGufULk1CkK8yxcgdio0gX5a0IwX3llTabnAtv5MdYC1TKsP7eni04b40D4K+0F01PwHUT+aRsPcevdtgUwAP4pE5jjdu2lQQzxoaB44CSWmO/Pc/Ebtf2VPN1pQA9cN/7wK2vAFJLAOWGbSWgZ0XG7hwZqbwnQV0ZBCzcDNz26qCrZo4k+gqE36fLQi2Zk3wgU2geb9eFJcdxPpnwS4HMMM2dEAmphMPPVU1i92pHvLuX38ueNyHKuStLbRR/1NDcbdsSwLJs2qTla4B4vNGXsLXU74qMYyeWnCFcIZ+oaurTp8maUAzPV2vICCbEBGHlLWl4fdHkQY9HOkNI9jVYVQlF7pP8Ec+cpXZ/n26TGUcr+dU2V72xh2qUCLVctZ+znO5jjFl11ta75Oc449qUULy6MAvP3TwemXHuC8rtpQ/lf79uSJDjtfuy+p4GEraV0m5zWbHA/oQEKsTf7Z/O2VZCZoz1BDLuzI8ZCMcB2Y8CD+8Epj4IzHzWLT9GbBxpaLM/PzHvRf53bmm+XYnYYg0ZhwIZfoWz2qTnb7jEX/AW2ZHoK0j2wTwZCmSGKVSjFE+QOLq9VH65Bd+e5I8m2xSscoRE2hM0WG8vWVZkzGF8hrvnV2Ssjl8L2fHaKNQ3taOhuQMSDkiPcl8gkxCiRmigAp0ms5iT01tTexeM7fxVvq9vLXEch6XXj8Gtk6KHfrCDNEoZwjR8sCAuF4eOAW5/3aFE35JaI9q6TNCqZBjrwiTucb0Sfqsb21HX1AGZhEOmUAjPSxZMjcOTs8d5ZXurD8uppcmhDHdfE2d7n9nMJ7sCbjmt1NsM8Ri27fbSmbpmXDJ2QCWXeHUVCzGTgTv+AoS7p8BqjGVFprXTBIOlkOeQ4qfzv3MhKXY93JkVGeF3qbzT9rW3iI0bMj9G4IvNIymQcYHbLG8ujhbHe2cPXz78+vHhziX6CvrLk7GsyATETADgjUDGUhDP1AlcvWC5LUpcjUkJ1wxaUnu4rAvjDdRAUti/DlbLoVbI3DYWf9CnVYEThHmeHK8fslqzI3on/Ap5TxkxQW59DvmdQRpHonI/v82r1AEpN7p9KEIe195zDTYrEkJ9mezkUJ+t2+QKKrkUYZaThXZ1wXaCkPfoSCATrlFCr5ajhvUEkQ0sCBUswu4V8p6TS75T3ZcCGReYOyEKUgmHkzVNdgcMja1d+OgwX/vl0Zn2ReAD6n1yqbtTbPgXmsLv43s8y1ymBFR6/nNm2drRRHgk0Vcg5skMkPDrDzVkPKXPySUnFJa7NtFX0LuWjKcq6fqdwQIZYVsp/Xa+UaGbTUsKhlImQW1Tu00xQ2Fbaaan82O8oKeWjOuTYju6TWL+jT3tCQQcx2F8hNXJJfDbSuFaFSK09p1iS7acXKKtpREmOFAhLqXaWxzv3wfL0dZlQlqUFjPGDvMIYu8VmSvn+ZwZhRbhMWMQIJei2xtZ5lqrKrxyNaDUeiQ/RmBd4be/fWp/OXrtCYkuCGSEjteu3jIY16t5pLAi440jzz5toEDGbPLothLAr0hMTwoB0LO91NFtwoFSvrbMjFEQyMQ5mvDrgIrLrWAM0FptC9trXKQGtb0CGUdej5MtPe7qmjrQ0jFw0UNPokDGRW6bxL9pb7dje6mz24z3froAAHhkZsrw99d7BzKW/BiEp0IilSDJwWqMHd0m/OPH8/2WhXeIkCcjfM5xVoGM+5MjM+P0kEk41DV1oLqfwng9ib6+WwzPU8StJSfrITU0d6DiSis4ju+x5ErC1lKVoQ2XmzvE5xCtyPQyUCBTsY/PVVPpgeTrPTYc8Ri2JZAprjCgrcuEMI0CacNoJuovrBN+Xa3UqqKvo+8f4yO1qBtGIKNTy8UEfF9ZlaFAxkVuzoiCTMLhVE3TkAHA9mPVqGvqQIRWiTuzXNA+oHfjSKHQU0QagJ7kLHufdP/IL8V/7SjBkncOiv1knKKJsvm8qb1LvOL3xIpMgEIqJrD1t71EKzI9hru1JKySjIvQDFmLwlEhgQrxqnNbcRW6zQwRWqXPnzTzOLEDtoFP7hV4eFtJIByv3l96GV0msxjQzBgb5tIcKl/lcC0ZBziT6CsYF6FBFQuDCRJ0QIFjLMXhC8tkH0v4pUDGRWy2lwZZlWGMYVPBAOXDnaUT+i1ZatmIKzLpAHqSs+x50rV39TSbE/rJOK3XisxJy5V0rD7AJVVf7TFlkE7YlCPTI9GyXFxlaEO3E7lUhW6u6yIUxvvwUCUA/v/VJ04K+RIxJ80MdFhO6llvK2V4ZltJkBEdhJBABVo6TThSaUCBt+rHeElPdV83BDKXhhHIRGpxFUF4qusp/Kb7WbRD6fCFpdhzyUdqyVAg40L29F7ad/4yTtY0IUAuxeIcF3Wl7l0U79Jp/mvLiowjT7ovjlajobkDQSr+FM+/D1QM2cl2QNY5Mtooj+bHCIQ8iv5OLtGKTI8IrRIKmQQmM0O1YfD+VP0ptnSAvsZN2z1CIS+hU7xNx2vCk6v4XDSgZ3upfC/QcokPclI8t60EABIJ11Oa4lgNjl80APBS/RgvcLhxpAOcObEkELrK7zDlYFf3JGiVMsQ7uL0uJBj7ysklCmRcaG5GFORSDiW1Rpyr79utFwA2WZq53Ts1znWrEpoIQCLjTwcZKvhkX0BckelZBhz8SccYw9uW1aJlN47FA7l8P5k/fHwMxnY7ayHYjCvSZow9J5Y8VzxMLIxX3YT2rp7CeG2dJjQ0dwKAw7/EI5FEwiHe8sLr6PZSl8mMY1UGAO7LWxnXqzyBV2uQ+LIAPsFWDGTEbaU7+OqxHiY0hfyfAxUwM74HV7RudFw4CBdIjW1dw9ui74ewteRM013rrvIAkB4T5PBWn691waZAxoV0arm4bPrVsdo+95+rN+KHknq+fPgvnCyA1x+JFNBaCqWV/cifWFIGibkzwpNuqCzzgrMNOF1nRKBCivuzE/CHeWlICFGjurEd/+XMFpNNIBOFE1WeX5GJCw5AhFaJbjPDsYuN4u3CaoxGKUNQwOiuISMQtpccDWRO1TShvcsMXYDcoSqjjrCusySXch4Nhv2KdcKvqVssQe+p00q9/WIcX0+m07JdOXOc6/sa+SqtSg5dAB88ujJPprGtS7wIS3Ly9826r58zr8diusKlFvsrF7sRBTIudlsmHzz0dwz77T0XAAB56ZFOLQkOStheOv89/2d4Gl+OG4BerUCIHVnm/ywoBQDcNz0eugA5ApUyvHxvJgDgg4OVyD/j4BaTVSDTGRCOc5Yk6AmxngtkOI7ryZOx2l6y3laiXAteT88lx66yiqzaBbgridP2hVfn8jYNI0aAnv+z7SpQvgdobeBXaZJneWU4sfoAm9e60XDs2prDXbDtILTCidAqoVE6dxFmfWEw0YmLgoQQNTgOMHZ0i0GVN1Eg42I3ZURCLuVwus4oViIFgMvNHfi0yEUF8PojnFw6v5v/05IfIxhqKfB0rREFZxsg6dVs7tqUUPz6uiQAwIpPjqHJkS0mbU8gc6FdA5OZISRQgagg+wovuUp/nbAp0bcv4Qi2o/WGCi31Y9x5HFqvVohNVenY9SCsV2S8vK0kEFappRIO16aEeG0c3uCOPJnhnFgSCMnzgHMXliq5VAzSfGF7iQIZF9MFyDHLsnxqnfT7r/0V6Og2IzNOh+ku7l7M/2DLikyHZfvEkh8jGOoI9ibLasy8iVHiG5rg9/NSkRSqRk1jO17aftL+Man0QGAEIFXgaAsf9U+ICfL4Coj1ioywDOovzSI9SSiKV+5gLZkiF3e8Hsg0y/efOX50XdU7RAhkWi55fVtJcFMGf0Fz3ZhQaF18NN/XxbnhCLZw+lTY3nFGRnQQAhVShGkUTuXZANYXx95P+KVAxg3E00uWY9jtXSa8v/8CABcVwOuPsLUk6L0iM0jH0npjOz4/Ui2Orze1Qob1C7PAccBHhy9iV0l9n8f0i+OAX28HHvwGRyy7UvY2JnOlibE6yKUcGpo7UXmFf0GhE0t9Cd2S+aqh9u171ze1o8rQBgkHZMXr3Tg64M93T8IHj16LG1Mjhn7waCUEMie/ANquAOpQIGmmV4c0a3w4Pnj0Wrx232SvjsMbhNeXiy48gi28hqeEOd+YVaeW45MnrsOHS3MhlzoXBggBkC/UkqFAxg3yMiKhkEpwtr4ZZ+qM+PxIFRqaOxGjU+GWiVFDfwNn9A5kBliRKe2nWN/7+8rRaTJjSoJ+wGX76UkheNiy5bTi02NotLeja3gqEDfVoxV9e1PJpeLPFfJkaGupL+H0lrGjG41t9v3/CvOZGhXk9H69vUICFcgdM8x2HiOdEMhcsiTnp98JSL2fzJ47JlTcGhxN3LIic8n5o9fW0qKCnF6Nsf75pT5QS4YCGTcIUskxy7L8vf1otVgA78EZyU5Hv0PSWQUySp1tDRf0NPoqbbDNMm/rNOFf+/kCeEPl7jw3NxUpYYGoa+rAi9tP2D00k5mhpNbzJ5as9U74pRWZvgIUUkRY3mzs3V4qtEr0JT4goNeFiJe3lUa7WD1/ceCqHBnGWE+OzDC2llzBl45gUyDjJsL20j8LynC2vhkapQyLsuPd9wOtV2Qiek4sCRJDLVnm7d243NKTZf5J0UVcbe1CfEgAbp4w+GqRSi7F+oVZkHDAp0VV+O5knV1DK73UjPYuM9QKqdhwzNOEhN/C8qvo7Dajrokv+kYrMrYcbVVQ5IFEX+IA60BGHQYkzvDeWIj4+tLQ3GFTx8pZ9cYOtHaaIJVwXq9/JQQy5ZdbYDJ79wg2BTJukpceCYVMgjbLk3fR9HiX96CxERgBSCzfPzytz939ZZmbzQzvWAr0PTQjGVI7js5OTQwWV25WbjsOQ+vQR++EbaX0aMcLL7mKUECtpNaI0oZmmBmglEkQrhl9y92DEfNk7AhkOrvNOF7FJ5e7O9GX2Mk6kMnwjW2l0SxYLYdawZcKqHZBnoywjRMfHOCa9jbDEKPnx9BlYm7pJ+UIepa7iVYlx/Xjw7HzZB0kHMQjzG4jkQBB0Xxl34j0fh+SHBaIi1fbUHapBdOTQvBDST1KG1qgVcmwcJr9q0W/u2k8vjtVh/OXWvDc1qPY8MtroFYM/FTqqejrnW0lAIjWBSBap0JNYzt2HOeLFVINmb4SHOiCfbzKgM5uM0ICFUgKperIPsE6kKFtJa/jOA6x+gCcrW9GlaFNLO3fm9nM8PaeMnxSdHHQ1Q1jO1/Q1OV1yJwglXBIClXjTF0zShuaxYsgb6AVGTe6fzofHNwzJa7PkWa3iJ7M/5l4Xb93p/TqWLppD3/k+lc5CQ4laqrkUrx632TIJBy+O1WP+W/uxZm6/lsyAPBKj6X+CNsf24/yJ7RoW6kve7eWzGaGdd/wPb1yx4RSQOgrghP5YCZsPG0r+YihumBfbu7Ag5sP4c87TqGk1oiz9c0DftRatsSnJflGPR7h5JS382RoRcaN5qRHYtdzN3guofSefwJNq4HQMf3enWx1cunnqkbsL70CmYRzarVocrwe7z+cg+VbinG2vhl3vrkHf7pzIhZOi7N5U2OMefXEkrVrEvT46niNGMhRom9fiXZuLb237wIOll2BWiHFinl9tzKJlyi1wJOH+bYlEqp+7AvEI9j9BDIHSi/jt1uKUdfUAaVMghW3pCEtavALPpVcgsw4vTuG6rDkcN84uUSBjJt5dAlQrhowiAGA5PCe6FkogHd7ZrTTTdxyx4Rix/KZ+N2HR1BwtgG//+QY9pVexkt3TUSgZYXn4tU2NLZ1QSbhMC7S+aN+rtC70SAVw+tLWDmsaWxDZ7e53334Cw0tWPdNCQBg5a3pnlltJPYLpIKBviTOkpRbZZUjYzIz/Peuc3j9uzNiM82Ni6cMGcT4Gl85uURbS6OIsLV04XILtluK9fVXAM8RYRol3nswG7+flwqphMO24irc8dc9OFXDr8IIqzHjIrVQyrx7hTghRmfzxkxbS32Fa5QIkEthZrYvvAKTmeG5rUfR3mXGjLGhWJyd4IVREuI/em8tXTJ24IF3DuDVnXwQs2BKHL586hd+F8QAQ1eM9xQKZEYR6yzzbjPDtSkhmBg7/O0eiYTDEzeMxZbHrkW0ToXShhbM37gX/z5QjpOWRN+JXs6PAQCFTIJJVv9eocYD6cFx3KB5Mu/uLcPh8qsIVEixbkGm106hEeIvehpHtmHvuQbc8kYB9p67jAC5FK8szMKr92UNeljClwkrMlWGNpccL3cWBTKjiJBlLnjkF65tXjk9KQRf/XYmZqdFoLPbjD9u+xn/tBQD9Hair8C6cButyPQvXjy5ZHuVdf5SM9b/L5/g+8fbMsQlc0LIwMTqvoY2/MfbB9DQ3IHUSC2+eHIG7p0a5+XRDU9IoAJBKj4Iu3DZe6syFMiMMkIEnRIWiNlpru9ZExKowKYHpuGPt6ZDJuHEOjoTXLDy4wpCnoxMwiFyFJZMt0d/KzImM8PzW4+io9uMmePC8Et3FnckZAQJ1yihsFR0Z4w/zfrZshkYF6kd4m/6Po7jxCPl3kz4pUBmlMlLj4RMwuHZm1Pdti0gkXB4dFYKPvpNLuJDAhCjU2Gil08sCXJTwhCjU+HGtAjI3NUuws/1d3Lp7T2lKKowQKuUYd2CTDpuTYidJBIOM8eFQauU4Y37J2PtgkwEKEbOiTLr3Etv4Zi9bW79VFNTE3Q6HRobGxEU5BvbG97WZTK7r+dTLyYzg8nMvF6F0hpjjN6IB7GrpB4Pbj6EtCgtvnl6Fs7VG3Hrhj3o7DZj3YJJWDSdEnwJcYTZzNBlNnv9wIM7VBnaIJdwCNcqXf66au/7t39mGJFh8VQQA/B5Ofa0PvAkCmIGJ1TorLzSim6TGc9uPYbObjOuHx+O+xyoAE0I4UkkHJQjtK6PL9Tj8p3LZEKIT+BbNwAtnSas/boERysN0KpkWLtgEgWBhBCfQ4EMIcSGSi5FVJAKALDJ0lR01R0TnC6cSAgh7kSBDCGkjwSrar2z0yKwYEqsF0dDCCEDo0CGENKHEMgEqWRYcw9tKRFCfBcFMoSQPu6cHIOEEDVeWZiFSMs2EyGE+CI6fk0IIYQQn2Pv+zetyBBCCCHEb1EgQwghhBC/RYEMIYQQQvwWBTKEEEII8VsUyBBCCCHEb1EgQwghhBC/RYEMIYQQQvwWBTKEEEII8VsUyBBCCCHEb1EgQwghhBC/RYEMIYQQQvwWBTKEEEII8VsUyBBCCCHEb1EgQwghhBC/JfP2ANyNMQaAbwdOCCGEEP8gvG8L7+MDGfGBjNFoBADEx8d7eSSEEEIIcZTRaIROpxvwfo4NFer4ObPZjOrqami1WnAc57Lv29TUhPj4eFRWViIoKMhl35f0j+bbs2i+PY/m3LNovj3LmflmjMFoNCImJgYSycCZMCN+RUYikSAuLs5t3z8oKIh+CTyI5tuzaL49j+bcs2i+PcvR+R5sJUZAyb6EEEII8VsUyBBCCCHEb1Eg4ySlUolVq1ZBqVR6eyijAs23Z9F8ex7NuWfRfHuWO+d7xCf7EkIIIWTkohUZQgghhPgtCmQIIYQQ4rcokCGEEEKI36JAhhBCCCF+iwIZJ23cuBFJSUlQqVTIycnBwYMHvT2kEeHHH3/EHXfcgZiYGHAch88++8zmfsYY/vM//xPR0dEICAhAXl4ezp49653BjgBr1qzB9OnTodVqERERgbvuugunT5+2eUx7ezuWLVuG0NBQaDQaLFiwAHV1dV4asX/729/+hszMTLEoWG5uLr7++mvxfppr91m7di04jsPTTz8t3kbz7VqrV68Gx3E2H2lpaeL97ppvCmSc8OGHH+KZZ57BqlWrUFRUhKysLMydOxf19fXeHprfa2lpQVZWFjZu3Njv/S+//DI2bNiAv//97zhw4AACAwMxd+5ctLe3e3ikI0N+fj6WLVuG/fv3Y+fOnejq6sLNN9+MlpYW8TG/+93v8OWXX2Lr1q3Iz89HdXU17rnnHi+O2n/FxcVh7dq1KCwsxOHDhzF79mzMnz8fJ06cAEBz7S6HDh3CW2+9hczMTJvbab5db8KECaipqRE/9uzZI97ntvlmxGHZ2dls2bJl4tcmk4nFxMSwNWvWeHFUIw8Atm3bNvFrs9nMoqKi2Pr168XbDAYDUyqV7IMPPvDCCEee+vp6BoDl5+czxvj5lcvlbOvWreJjTp06xQCwffv2eWuYI0pwcDDbtGkTzbWbGI1GNm7cOLZz5052/fXXs+XLlzPG6LntDqtWrWJZWVn93ufO+aYVGQd1dnaisLAQeXl54m0SiQR5eXnYt2+fF0c28pWVlaG2ttZm7nU6HXJycmjuXaSxsREAEBISAgAoLCxEV1eXzZynpaUhISGB5nyYTCYTtmzZgpaWFuTm5tJcu8myZctw22232cwrQM9tdzl79ixiYmKQkpKCxYsXo6KiAoB753vEN410tYaGBphMJkRGRtrcHhkZiZKSEi+NanSora0FgH7nXriPOM9sNuPpp5/GjBkzMHHiRAD8nCsUCuj1epvH0pw77/jx48jNzUV7ezs0Gg22bduGjIwMHDlyhObaxbZs2YKioiIcOnSoz3303Ha9nJwcbN68GampqaipqcGLL76ImTNn4ueff3brfFMgQwgBwF+5/vzzzzZ72sT1UlNTceTIETQ2NuLjjz/GkiVLkJ+f7+1hjTiVlZVYvnw5du7cCZVK5e3hjAq33HKL+HlmZiZycnKQmJiIjz76CAEBAW77ubS15KCwsDBIpdI+mdZ1dXWIiory0qhGB2F+ae5d78knn8T27duxa9cuxMXFibdHRUWhs7MTBoPB5vE0585TKBQYO3Yspk6dijVr1iArKwtvvPEGzbWLFRYWor6+HlOmTIFMJoNMJkN+fj42bNgAmUyGyMhImm830+v1GD9+PM6dO+fW5zcFMg5SKBSYOnUqvv/+e/E2s9mM77//Hrm5uV4c2ciXnJyMqKgom7lvamrCgQMHaO6dxBjDk08+iW3btuGHH35AcnKyzf1Tp06FXC63mfPTp0+joqKC5txFzGYzOjo6aK5dbM6cOTh+/DiOHDkifkybNg2LFy8WP6f5dq/m5macP38e0dHR7n1+DytVeJTasmULUyqVbPPmzezkyZPsscceY3q9ntXW1np7aH7PaDSy4uJiVlxczACw1157jRUXF7Py8nLGGGNr165ler2eff755+zYsWNs/vz5LDk5mbW1tXl55P7p8ccfZzqdju3evZvV1NSIH62treJjfvOb37CEhAT2ww8/sMOHD7Pc3FyWm5vrxVH7rxUrVrD8/HxWVlbGjh07xlasWME4jmPffvstY4zm2t2sTy0xRvPtas8++yzbvXs3KysrY3v37mV5eXksLCyM1dfXM8bcN98UyDjpr3/9K0tISGAKhYJlZ2ez/fv3e3tII8KuXbsYgD4fS5YsYYzxR7BfeOEFFhkZyZRKJZszZw47ffq0dwftx/qbawDs3XffFR/T1tbGnnjiCRYcHMzUajW7++67WU1NjfcG7cceeughlpiYyBQKBQsPD2dz5swRgxjGaK7drXcgQ/PtWosWLWLR0dFMoVCw2NhYtmjRInbu3DnxfnfNN8cYY8Nb0yGEEEII8Q7KkSGEEEKI36JAhhBCCCF+iwIZQgghhPgtCmQIIYQQ4rcokCGEEEKI36JAhhBCCCF+iwIZQgghhPgtCmQIIWQISUlJ+Mtf/uLtYRBC+kGBDCEEly5dwuOPP46EhAQolUpERUVh7ty52Lt3r7eHhs2bN4PjOMybN8/mdoPBAI7jsHv3bu8MjBDiE2TeHgAhxPsWLFiAzs5OvPfee0hJSUFdXR2+//57XL582dtDAwDIZDJ899132LVrF2688UZvD8clOjs7oVAovD0MQvwercgQMsoZDAYUFBRg3bp1uPHGG5GYmIjs7GysXLkSd955p/i4iooKzJ8/HxqNBkFBQbjvvvtQV1cn3r969WpMnjwZ77//PpKSkqDT6XD//ffDaDSKjzEajVi8eDECAwMRHR2N119/HTfccAOefvrpQccYGBiIhx56CCtWrBjwMbt37wbHcTAYDOJtR44cAcdxuHDhAgB+dUev12P79u1ITU2FWq3Gvffei9bWVrz33ntISkpCcHAwfvvb38JkMtl8f6PRiF/+8pcIDAxEbGwsNm7c2GceH3nkEYSHhyMoKAizZ8/G0aNH+8zPpk2bkJycDJVKNei/mRBiHwpkCBnlNBoNNBoNPvvsM3R0dPT7GLPZjPnz5+PKlSvIz8/Hzp07UVpaikWLFtk87vz58/jss8+wfft2bN++Hfn5+Vi7dq14/zPPPIO9e/fiiy++wM6dO1FQUICioiK7xrl69WocP34cH3/8sfP/WACtra3YsGEDtmzZgm+++Qa7d+/G3XffjR07dmDHjh14//338dZbb/X5OevXr0dWVhaKi4uxYsUKLF++HDt37hTvX7hwIerr6/H111+jsLAQU6ZMwZw5c3DlyhXxMefOncMnn3yCTz/9FEeOHBnWv4MQYjHstpOEEL/38ccfs+DgYKZSqdh1113HVq5cyY4ePSre/+233zKpVMoqKirE206cOMEAsIMHDzLGGFu1ahVTq9WsqalJfMzzzz/PcnJyGGOMNTU1MblczrZu3SrebzAYmFqttulI3Nu7777LdDodY4yxFStWsPHjx7Ouri529epVBoDt2rWLMdbTOf3q1avi3y0uLmYAWFlZmfi9ANh05F26dClTq9XMaDSKt82dO5ctXbpU/DoxMZHNmzfPZlyLFi1it9xyC2OMsYKCAhYUFMTa29ttHjNmzBj21ltvifMjl8tZfX39gP9WQojjaEWGEIIFCxaguroaX3zxBebNm4fdu3djypQp2Lx5MwDg1KlTiI+PR3x8vPh3MjIyoNfrcerUKfG2pKQkaLVa8evo6GjU19cDAEpLS9HV1YXs7Gzxfp1Oh9TUVLvH+Yc//AGXLl3CO++84+w/FWq1GmPGjBG/joyMRFJSEjQajc1twrgFubm5fb4W/u1Hjx5Fc3MzQkNDxRUujUaDsrIynD9/Xvw7iYmJCA8Pd3rshJC+KNmXEAIAUKlUuOmmm3DTTTfhhRdewCOPPIJVq1bh17/+td3fQy6X23zNcRzMZrPLxqjX67Fy5Uq8+OKLuP32223uk0j46zLGmHhbV1eXXWMc7ribm5sRHR3d7wkqvV4vfh4YGGj39ySE2IdWZAgh/crIyEBLSwsAID09HZWVlaisrBTvP3nyJAwGAzIyMuz6fikpKZDL5Th06JB4W2NjI86cOePQuJ566ilIJBK88cYbNrcLKx01NTXiba7MQ9m/f3+fr9PT0wEAU6ZMQW1tLWQyGcaOHWvzERYW5rIxEEL6okCGkFHu8uXLmD17Nv71r3/h2LFjKCsrw9atW/Hyyy9j/vz5AIC8vDxMmjQJixcvRlFREQ4ePIgHHngA119/PaZNm2bXz9FqtViyZAmef/557Nq1CydOnMDDDz8MiUQCjuPsHq9KpcKLL76IDRs22Nw+duxYxMfHY/Xq1Th79iy++uorvPrqq/ZPxBD27t2Ll19+GWfOnMHGjRuxdetWLF++HAA/P7m5ubjrrrvw7bff4sKFC/jpp5/wxz/+EYcPH3bZGAghfVEgQ8gop9FokJOTg9dffx2zZs3CxIkT8cILL+DRRx/Fm2++CYDfavn8888RHByMWbNmIS8vDykpKfjwww8d+lmvvfYacnNzcfvttyMvLw8zZsxAenq6w0eRlyxZgpSUFJvb5HI5PvjgA5SUlCAzMxPr1q3DSy+95ND3Hcyzzz6Lw4cP45prrsFLL72E1157DXPnzgXAz8+OHTswa9YsPPjggxg/fjzuv/9+lJeXIzIy0mVjIIT0xTHrDWVCCPGglpYWxMbG4tVXX8XDDz/s7eEQQvwQJfsSQjymuLgYJSUlyM7ORmNjI/70pz8BgLiFRQghjqJAhhDiUa+88gpOnz4NhUKBqVOnoqCggBJiCSFOo60lQgghhPgtSvYlhBBCiN+iQIYQQgghfosCGUIIIYT4LQpkCCGEEOK3KJAhhBBCiN+iQIYQQgghfosCGUIIIYT4LQpkCCGEEOK3KJAhhBBCiN/6/30jp63m412qAAAAAElFTkSuQmCC", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Plot for creating time graph\n", + "from matplotlib import pyplot as plt\n", + "\n", + "SONG_AMOUNT = max(len(ss_df['time(Sec)']), len(sp_df))\n", + "TICK_AMOUNT = 5 \n", + "\n", + "plt.xticks([x * (SONG_AMOUNT/TICK_AMOUNT) for x in range(TICK_AMOUNT+1)])\n", + "plt.title('SongSwipe vs Spotify')\n", + "plt.xlabel('Song Number')\n", + "plt.ylabel('Time To Make Decision (Seconds)')\n", + "\n", + "plt.plot(ss_df['time(Sec)'], label='SongSwipe')\n", + "plt.plot(sp_df['time(Sec)'], label='Spotify')\n", + "plt.legend()" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "be43b5aa", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Multiple plot for overall statistics for method B \n", + "from matplotlib import pyplot as plt\n", + "from matplotlib.lines import Line2D\n", + "import pandas as pd\n", + "import numpy as np\n", + "\n", + "# Open Data files & set constants\n", + "dfs = [\n", + " (pd.read_csv('data/subject_a_songswipe.csv'), pd.read_csv('data/subject_a_spotify.csv')),\n", + " (pd.read_csv('data/subject_b_songswipe.csv'), pd.read_csv('data/subject_b_spotify.csv'))\n", + "]\n", + "PARTICIPANT_COUNT = 2\n", + "TITLE_FONT_SIZE = 20\n", + "HEADER_FONT_SIZE = 17\n", + "LABEL_FONT_SIZE = 12\n", + "SEC_PER_MIN = 60\n", + "BAR_WIDTH = 0.25\n", + "SONGSWIPE_HEXCODE = \"#166ac7\"\n", + "SPOTIFY_HEXCODE = \"#1db954\"\n", + "\n", + "fig, axs = plt.subplots(PARTICIPANT_COUNT, 4, figsize=(15, 7))\n", + "\n", + "# Set titles and headers \n", + "fig.suptitle('Method B Statistics', fontsize=HEADER_FONT_SIZE)\n", + "axs[0][0].set_title('Time Per Song', fontsize=HEADER_FONT_SIZE)\n", + "axs[0][1].set_title('Total Songs Based On Decision', fontsize=HEADER_FONT_SIZE)\n", + "axs[0][2].set_title('Average Time Per Song', fontsize=HEADER_FONT_SIZE)\n", + "axs[0][3].set_title('Total Time Per Direction', fontsize=HEADER_FONT_SIZE)\n", + "\n", + "# Annotations for subject \n", + "for i in range(PARTICIPANT_COUNT):\n", + " axs[i][0].annotate(f\"Tester {chr(65 + i)}\", xy=(-0.4, 0.35), xytext=(0, 6), \n", + " xycoords='axes fraction', textcoords='offset points',\n", + " ha='center', va='baseline', fontsize=HEADER_FONT_SIZE)\n", + "\n", + "# Set Labels \n", + "for i in range(PARTICIPANT_COUNT):\n", + " axs[i][0].set_xlabel('Song Number', fontsize=LABEL_FONT_SIZE)\n", + " axs[i][0].set_ylabel('Time (Seconds)', fontsize=LABEL_FONT_SIZE)\n", + " axs[i][1].set_xlabel('Direction Swiped In', fontsize=LABEL_FONT_SIZE)\n", + " axs[i][1].set_ylabel('Amount of Songs', fontsize=LABEL_FONT_SIZE)\n", + " axs[i][2].set_xlabel('Direction Swiped In', fontsize=LABEL_FONT_SIZE)\n", + " axs[i][2].set_ylabel('Time (Seconds)', fontsize=LABEL_FONT_SIZE)\n", + " axs[i][3].set_xlabel('Direction Swiped In', fontsize=LABEL_FONT_SIZE)\n", + " axs[i][3].set_ylabel('Time (Minutes)', fontsize=LABEL_FONT_SIZE)\n", + "\n", + "i = 0\n", + "for df in dfs:\n", + " # Calculate stats\n", + " ss_left = df[0].query('direction == \"left\"')\n", + " ss_right = df[0].query('direction == \"right\"')\n", + " sp_left = df[1].query('decision == \"left\"')\n", + " sp_right = df[1].query('decision == \"right\"')\n", + "\n", + " # Decision stats\n", + " SS_AMOUNT_LEFT = len(ss_left)\n", + " SS_AMOUNT_RIGHT = len(ss_right)\n", + " SP_AMOUNT_LEFT = len(sp_left)\n", + " SP_AMOUNT_RIGHT = len(sp_right)\n", + " \n", + " SS_AMOUNT_STATS = [SS_AMOUNT_LEFT, SS_AMOUNT_RIGHT]\n", + " SP_AMOUNT_STATS = [SP_AMOUNT_LEFT, SP_AMOUNT_RIGHT]\n", + "\n", + " # Total time stats\n", + " SS_REMOVED_TIME = round(ss_left['time(Sec)'].sum() / SEC_PER_MIN, 2)\n", + " SS_KEEP_TIME = round(ss_right['time(Sec)'].sum() / SEC_PER_MIN, 2)\n", + "\n", + " SP_REMOVED_TIME = round(sp_left['time(Sec)'].sum() / SEC_PER_MIN, 2)\n", + " SP_KEEP_TIME = round(sp_right['time(Sec)'].sum() / SEC_PER_MIN, 2)\n", + " \n", + " SS_TOTAL_STATS = [SS_REMOVED_TIME, SS_KEEP_TIME]\n", + " SP_TOTAL_STATS = [SP_REMOVED_TIME, SP_KEEP_TIME]\n", + "\n", + " # Statistics related to average time\n", + " SS_AVERAGE_REMOVE = round(ss_left['time(Sec)'].mean(), 2)\n", + " SS_AVERAGE_KEPT = round(ss_right['time(Sec)'].mean(), 2)\n", + " \n", + " SP_AVERAGE_REMOVE = round(sp_left['time(Sec)'].mean(), 2)\n", + " SP_AVERAGE_KEPT = round(sp_right['time(Sec)'].mean(), 2)\n", + "\n", + " SS_AVERAGE_STATS = [SS_AVERAGE_REMOVE, SS_AVERAGE_KEPT]\n", + " SP_AVERAGE_STATS = [SP_AVERAGE_REMOVE, SP_AVERAGE_KEPT]\n", + "\n", + " # Plot time per song curve\n", + " axs[i][0].plot(df[0]['time(Sec)'], label='SongSwipe', color=SONGSWIPE_HEXCODE)\n", + " axs[i][0].plot(df[1]['time(Sec)'], label='Spotify', color=SPOTIFY_HEXCODE)\n", + " axs[i][0].fill_between(np.arange(len(df[0]['time(Sec)'])), df[0]['time(Sec)'], df[1]['time(Sec)'], alpha=0.2, color=\"#6f7070\")\n", + "\n", + " # Plot decision bars\n", + " br1 = np.arange(len(SS_AMOUNT_STATS))\n", + " br2 = [x + BAR_WIDTH for x in br1]\n", + " \n", + " axs[i][1].bar(br1, SS_AMOUNT_STATS, width=BAR_WIDTH, color=SONGSWIPE_HEXCODE)\n", + " axs[i][1].bar(br2, SP_AMOUNT_STATS, width=BAR_WIDTH, color=SPOTIFY_HEXCODE)\n", + " axs[i][1].set_xticks([r + BAR_WIDTH for r in range(len(SS_AMOUNT_STATS))], ['Left', 'Right'])\n", + "\n", + " # Plot total and average bars\n", + " br1 = np.arange(len(SS_AVERAGE_STATS))\n", + " br2 = [x + BAR_WIDTH for x in br1]\n", + "\n", + " axs[i][2].bar(br1, SS_AVERAGE_STATS, width=BAR_WIDTH, color=SONGSWIPE_HEXCODE)\n", + " axs[i][2].bar(br2, SP_AVERAGE_STATS, width=BAR_WIDTH, color=SPOTIFY_HEXCODE)\n", + " axs[i][2].set_xticks([r + BAR_WIDTH for r in range(len(SS_AVERAGE_STATS))], ['Left', 'Right'])\n", + "\n", + " axs[i][3].bar(br1, SS_TOTAL_STATS, width=BAR_WIDTH, color=SONGSWIPE_HEXCODE)\n", + " axs[i][3].bar(br2, SP_TOTAL_STATS, width=BAR_WIDTH, color=SPOTIFY_HEXCODE)\n", + " axs[i][3].set_xticks([r + BAR_WIDTH for r in range(len(SS_TOTAL_STATS))], ['Left', 'Right'])\n", + "\n", + "\n", + " i += 1\n", + "\n", + "lines = [Line2D([0], [0], color=SONGSWIPE_HEXCODE, lw=2), Line2D([0], [0], color=SPOTIFY_HEXCODE, lw=2)]\n", + "fig.legend(handles=lines, labels=['SongSwipe', 'Spotify'], loc='upper center', \n", + " bbox_to_anchor=(0.5, 0.01), fancybox=False, shadow=False, ncol=2, prop={'size': 15})\n", + "plt.tight_layout()\n", + "plt.savefig('figs/method_b_statistics.png')" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": ".venv", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.13.2" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/dist/assets/img/back.png b/dist/assets/img/back.png new file mode 100644 index 0000000..a4659f3 Binary files /dev/null and b/dist/assets/img/back.png differ diff --git a/dist/assets/img/pause.png b/dist/assets/img/pause.png new file mode 100644 index 0000000..d51cb7a Binary files /dev/null and b/dist/assets/img/pause.png differ diff --git a/dist/assets/img/play.png b/dist/assets/img/play.png new file mode 100644 index 0000000..693dd51 Binary files /dev/null and b/dist/assets/img/play.png differ diff --git a/dist/assets/img/question.png b/dist/assets/img/question.png new file mode 100644 index 0000000..a5a1235 Binary files /dev/null and b/dist/assets/img/question.png differ diff --git a/dist/assets/img/restart.png b/dist/assets/img/restart.png new file mode 100644 index 0000000..7327ccc Binary files /dev/null and b/dist/assets/img/restart.png differ diff --git a/dist/assets/img/stage.png b/dist/assets/img/stage.png new file mode 100644 index 0000000..adce043 Binary files /dev/null and b/dist/assets/img/stage.png differ diff --git a/dist/cards.html b/dist/cards.html index 0f6500e..c84d343 100644 --- a/dist/cards.html +++ b/dist/cards.html @@ -44,9 +44,16 @@ +
+
+ Display_Q/A + +
+
+
Current playlist:
@@ -86,9 +93,17 @@
+
+
+
+
+
+
55
+
+
diff --git a/dist/cards.js b/dist/cards.js index e25d805..80b09dd 100644 --- a/dist/cards.js +++ b/dist/cards.js @@ -31,6 +31,7 @@ $(document).ready(async function () { closeButton.classList.add('hidden'); // Overlay Variables overlay_playlist_title = document.getElementById('loading_playlist_title_variable'); + // Song_player object // Empty song file instead of null let song_player = new Audio("https://bigsoundbank.com/UPLOAD/mp3/0917.mp3"); @@ -192,7 +193,7 @@ $(document).ready(async function () { } // Refactor to play songs - function playSong() { + window.playSong = function() { song_player.play() .then(() => { $(".song_button").addClass('playing'); @@ -289,19 +290,31 @@ $(document).ready(async function () { // Toggle play state if (isPlaying) { // Currently playing, so pause - song_player.pause(); - notPlaying(); + pauseSong(); } else { // Currently paused, so play playSong(); } }); + window.pauseSong = function() { + // Currently playing, so pause + song_player.pause(); + notPlaying(); + } + $(".back_button").click(function () { save(playlist_id, save_state, user_id); window.location.href = "playlists.html"; }); + $(".stage_area").click(function () { + let params = new URLSearchParams(); + params.set('user_id', user_id); + params.set('playlist_id', playlist_id); + window.location.href = window.location.pathname.replace('cards', 'stagingarea') + `?${params.toString()}`; + }); + // Restart Song Button aka start from 0 $(".song_restart").click(function () { // Make sure we have a song player @@ -410,7 +423,62 @@ $(document).ready(async function () { // location.reload(); // }); + // Volume Button functionality + const track = document.querySelector('.slider-track'); + const progress = document.getElementById('progress'); + const handle = document.getElementById('handle'); + const valueDisplay = document.getElementById('value'); + let isDragging = false; + + // Initialize with 55 + updateSlider(55); + // Handle mouse/touch events + handle.addEventListener('mousedown', startDrag); + handle.addEventListener('touchstart', startDrag, { passive: true }); + + document.addEventListener('mousemove', drag); + document.addEventListener('touchmove', drag, { passive: false }); + + document.addEventListener('mouseup', endDrag); + document.addEventListener('touchend', endDrag); + + // Allow clicking on track to set value + track.addEventListener('click', function(e) { + const rect = track.getBoundingClientRect(); + const percent = Math.min(Math.max(0, ((e.clientX - rect.left) / rect.width) * 100), 100); + updateSlider(Math.round(percent)); + }); + + function startDrag(e) { + isDragging = true; + handle.style.transition = 'none'; + progress.style.transition = 'none'; + } + + function drag(e) { + if (!isDragging) return; + e.preventDefault(); + const rect = track.getBoundingClientRect(); + const clientX = e.clientX || (e.touches && e.touches[0].clientX) || 0; + const percent = Math.min(Math.max(0, ((clientX - rect.left) / rect.width) * 100), 100); + updateSlider(Math.round(percent)); + } + + function endDrag() { + if (!isDragging) return; + isDragging = false; + handle.style.transition = 'left 0.1s ease'; + progress.style.transition = 'width 0.1s ease'; + } + + function updateSlider(value) { + handle.style.left = value + '%'; + progress.style.width = value + '%'; + valueDisplay.textContent = value; + // Adjust volume + song_player.volume = value / 100; + } //! Swiping action listener and logic const SWIPE_SENSITIVITY = window.innerWidth / 1; // Animation sensitivity const wrapper = document.querySelector('.mobile-wrapper'); @@ -713,15 +781,21 @@ function simulateSwipe(direction) { // Process the swipe action (save track etc.) let track_id = songs[track_index].track_id; + let swipe_time = getSecondsSinceEpoch() - song_time; if (direction === -1) { console.log(songs[track_index]); save_state = saveTrack(save_state, 'left', track_id, track_index, songs); save(playlist_id, save_state, user_id); + if (metrics_enabled) sendTrackTime(playlist_id, user_id, track_id, songs[track_index].name, songs[track_index].artists[0], + songs[track_index].album_name, swipe_time, 'left'); } else if (direction === 1) { console.log(songs[track_index]); save_state = saveTrack(save_state, 'right', track_id, track_index, songs); save(playlist_id, save_state, user_id); + if (metrics_enabled) sendTrackTime(playlist_id, user_id, track_id, songs[track_index].name, songs[track_index].artists[0], + songs[track_index].album_name, swipe_time, 'right'); } + song_time = getSecondsSinceEpoch(); // Play next song track_index += 1; diff --git a/dist/playlists.html b/dist/playlists.html index be102f2..07f98ae 100644 --- a/dist/playlists.html +++ b/dist/playlists.html @@ -21,6 +21,7 @@ content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=0"/> +
diff --git a/dist/stagingarea.html b/dist/stagingarea.html index 734d0f2..093396d 100644 --- a/dist/stagingarea.html +++ b/dist/stagingarea.html @@ -25,14 +25,18 @@
-
+
Staging Area
+
+
Remove Songs
+
Create New Playlist
+
Songs to Be Removed
Songs to Keep
-
+
diff --git a/dist/stagingarea.js b/dist/stagingarea.js index 3a37945..d227d12 100644 --- a/dist/stagingarea.js +++ b/dist/stagingarea.js @@ -19,6 +19,106 @@ $(document).ready(async function () { Create a staging card for a song Params - name {string}, artists {string}, imgUrl {string} */ + + // Remove songs from a playlist + let removeAction = document.getElementById('removeAction'); + removeAction.addEventListener('click', async function() { + let data = JSON.parse(localStorage.getItem(user_id)); + let songs = Object.keys(data[playlist_id]['left_tracks']); + + let removeSongs = confirm(`Are you sure you want to remove ${songs.length} songs?`); + if (removeSongs) { + let access_token = localStorage.getItem('access_token'); + if (checkAccessTokenExpiration()) access_token = refreshAccessToken(); + if (access_token == null) renderError('Error refreshing access token.'); + + let params = new URLSearchParams(); + params.set('playlist_id', playlist_id); + + let data = { to_remove: songs }; + let res = await fetch(`${API_URI}/playlist/remove?${params.toString()}`, { + method: 'DELETE', + headers: { + 'Authorization': access_token, + 'Access-Control-Allow-Origin': '*', + 'Content-Type': 'application/json', + }, + body: JSON.stringify(data) + }); + + if (res.status != 200) { + alert('Error removing songs'); + } else { + alert('Songs successfully removed!'); + } + + } + + data[playlist_id]['left_tracks'] = {}; + save_state = data[playlist_id]; + localStorage.setItem(user_id, JSON.stringify(data)); + while (container.firstChild) { + container.removeChild(container.firstChild); + } + generateCard('left_tracks'); + }); + + + let createAction = document.getElementById('createAction'); + createAction.addEventListener('click', async function() { + let data = JSON.parse(localStorage.getItem(user_id)); + let songs = Object.keys(data[playlist_id]['right_tracks']); + + let playlistName = prompt(`Enter a name for a new playlist with ${songs.length} songs:`); + if (playlistName != "" && playlistName != null) { + let access_token = localStorage.getItem('access_token'); + if (checkAccessTokenExpiration()) access_token = refreshAccessToken(); + if (access_token == null) renderError('Error refreshing access token.'); + + let data = { + name: playlistName, + description: 'Created with filtered songs from SongSwipe! https://github.com/ListenToAJ/SongSwipe', + is_public: true, + }; + + let createRes = await fetch(`${API_URI}/playlist/create`, { + method: 'POST', + headers: { + 'Authorization': access_token, + 'Access-Control-Allow-Origin': '*', + 'Content-Type': 'application/json', + }, + body: JSON.stringify(data) + }); + + if (createRes.status != 201) { + alert('Error creating playlist!'); + } + + let newPlaylist = await createRes.json(); + + let params = new URLSearchParams(); + params.set('playlist_id', newPlaylist.id); + + data = { to_add: songs }; + let addRes = await fetch(`${API_URI}/playlist/add?${params.toString()}`, { + method: 'POST', + headers: { + 'Authorization': access_token, + 'Access-Control-Allow-Origin': '*', + 'Content-Type': 'application/json', + }, + body: JSON.stringify(data) + }); + + if (addRes.status != 201) { + alert('Error adding songs to new playlist!'); + } else { + alert('Created new playlist with songs.'); + } + } + }) + let container = document.getElementById('stageContainer'); function createStagingCard(track, trackId) { let card = document.createElement('div'); diff --git a/dist/style.css b/dist/style.css index 334cc28..36bf281 100644 --- a/dist/style.css +++ b/dist/style.css @@ -114,6 +114,12 @@ body{ position: relative; } +#header_container_staging{ + width: 100%; + height: 600px; + position: relative; +} + #playlist_title{ color: white; font-size: 3vh; @@ -359,28 +365,84 @@ transform: translateX(200px) rotate(20deg); box-shadow: 0 4px 8px rgba(0, 0, 0, 0.3); } -.button_container button:hover { - transform: scale(1.1); - background-color: rgba(20, 25, 29, 1); +/* Remove the content:url approach entirely */ +.song_button { + position: relative; +} + +.song_button::before, +.song_button::after { + content: ""; + position: absolute; + top: 50%; + left: 50%; + transform: translate(-50%, -50%); + width: 40%; /* Adjust as needed */ + height: 40%; /* Adjust as needed */ + background-size: contain; + background-position: center; + background-repeat: no-repeat; } -/* Individual Button Icons */ .song_button::before { - content: "▶"; - font-size: 26px; + background-image: url(./assets/img/play.png); + opacity: 1; +} + +.song_button::after { + background-image: url(./assets/img/pause.png); + opacity: 0; } .song_button.playing::before { - content: "⏸"; - font-size: 40px; - padding-top: 5px; + opacity: 0; +} + +.song_button.playing::after { + opacity: 1; +} + +.button_container button:hover { + transform: scale(1.1); + background-color: rgba(20, 25, 29, 1); +} + +/* Song restart button */ +.song_restart { + position: relative; } .song_restart::before { - content: "⟳"; - font-size: 60px; - padding-bottom: 7px; - padding-left: 6px; + content: ""; + position: absolute; + top: 50%; + left: 50%; + transform: translate(-50%, -50%); + width: 40%; /* Adjust as needed */ + height: 40%; /* Adjust as needed */ + background-image: url(./assets/img/restart.png); + background-size: contain; + background-position: center; + background-repeat: no-repeat; +} + +/* Song restart button */ +.stage_area { + position: relative; +} + +.stage_area::before { + content: ""; + position: absolute; + top: 50%; + left: 50%; + transform: translate(-50%, -50%); + width: 40%; /* Adjust as needed */ + height: 40%; /* Adjust as needed */ + background-image: url(./assets/img/stage.png); + background-size: contain; + background-position: center; + background-repeat: no-repeat; } /* Go Back Button Styling */ @@ -401,7 +463,7 @@ transform: translateX(200px) rotate(20deg); transition: all 0.2s ease; box-shadow: 0 4px 8px rgba(0, 0, 0, 0.3); z-index: 300; /* Ensure it's above other elements */ - font-size: 26px; + /* position: relative; Add this for proper positioning of the ::before element */ } .back_button:hover { @@ -413,13 +475,23 @@ transform: translateX(200px) rotate(20deg); transform: scale(0.95); } -/* Back arrow icon */ +/* Back arrow icon - modified to use the image */ .back_button::before { - content: "←"; - font-size: 26px; - font-weight: bold; + content: ""; + position: absolute; + top: 50%; + left: 50%; + transform: translate(-50%, -50%); + width: 40%; /* Adjust as needed */ + height: 40%; /* Adjust as needed */ + background-image: url(./assets/img/back.png); + background-size: contain; + background-position: center; + background-repeat: no-repeat; } + + /* LANDING PAGEEE */ #landing_header{ @@ -560,7 +632,7 @@ transform: translateX(200px) rotate(20deg); height: auto; width: 100%; position: absolute; - top: calc(180px - 5%); + top: calc(260px - 5%); text-align: center; } @@ -688,6 +760,17 @@ transform: translateX(200px) rotate(20deg); padding-right: 2px; } +.action { + color: rgba(255, 255, 255, 0.7); + background: rgba(255, 255, 255, 0.1); + backdrop-filter: blur(1px); +} + +.action:hover { + color: rgba(0, 0, 0, 1); + background: rgba(255, 255, 255, 0.5); + backdrop-filter: blur(1px); +} .selected { color: rgba(0, 0, 0, 1); @@ -704,4 +787,187 @@ transform: translateX(200px) rotate(20deg); .status-text { margin-top: 20px; font-size: 16px; +} + +.slider-container { + border: 2px solid #FAF9F6; + display: flex; + /* Fixed positioning relative to viewport height */ + position: absolute; + left: 50%; + top: 72.5vh; /* Center vertically at 50% of viewport height */ + transform: translate(-50%, -50%); /* Center both horizontally and vertically */ + align-items: center; + background-color: rgba(20, 25, 29, 0.8); + border-radius: 50px; + padding: 20px 30px; + box-shadow: 0 4px 15px rgba(0, 0, 0, 0.08); + width: 80%; + height: 2%; + margin: 50px auto; + gap: 20px; + z-index: 500; +} + +.slider-track { + position: relative; + height: 8px; + background-color: #EEEEEE; + border-radius: 3px; + flex-grow: 1; + z-index: 200; +} + +.slider-progress { + position: absolute; + height: 100%; + background-color: #00C8E6; + border-radius: 3px; + width: 70%; +} + +.slider-handle { + position: absolute; + width: 2vh; + height: 2vh; + background-color: white; + border-radius: 50%; + top: 50%; + transform: translate(-50%, -50%); + left: 70%; + cursor: pointer; + box-shadow: 0 2px 6px rgba(0, 0, 0, 0.15); + border: 2px solid #00C8E6; +} + +.slider-value { + font-family: Arial, sans-serif; + font-size: 18px; + font-weight: bold; + color: #ffffff; + min-width: 30px; + text-align: right; +} + +/* Go Back Button Styling */ +.question_button { + position: fixed; + top: 20px; + right: 20px; + width: 8vh; + height: 8vh; + border-radius: 50%; + border: 2px solid #FAF9F6; + background-color: rgba(20, 25, 29, 0.8); + color: #FAF9F6; + cursor: pointer; + display: flex; + justify-content: center; + align-items: center; + transition: all 0.2s ease; + box-shadow: 0 4px 8px rgba(0, 0, 0, 0.3); + z-index: 300; /* Ensure it's above other elements */ + /* position: relative; Add this for proper positioning of the ::before element */ +} + +.question_button:hover { + transform: scale(1.1); + background-color: rgba(20, 25, 29, 1); +} + +.question_button:active { + transform: scale(0.95); +} + +.question_button::before { + content: ""; + position: absolute; + top: 50%; + left: 50%; + transform: translate(-50%, -50%); + width: 40%; /* Adjust as needed */ + height: 40%; /* Adjust as needed */ + background-image: url(./assets/img/question.png); + background-size: contain; + background-position: center; + background-repeat: no-repeat; +} + +/* When User is confused */ +#question { + position: fixed; + top: 0; + left: 0; + width: 100%; + height: 100%; + background: rgb(32,32,32); + /* padding-top: env(safe-area-inset-top); */ + background-image: url('assets/img/background.jpg'); + background-size: cover; /* Ensures the image covers the whole screen */ + background-position: center; /* Centers the image */ + background-repeat: no-repeat; /* Prevents tiling */ + overscroll-behavior-x: none; + display: flex; + justify-content: center; + align-items: center; + z-index: 1000; +} + +.question-content { + /* background-color: white; */ + /* padding: 20px; */ + border-radius: 5px; + max-width: 500px; + text-align: center; + position: absolute; + height: 100%; + width: 100%; + z-index: 1000; +} + +#question.hidden { + display: none; +} + +#close-question { + position: absolute; + z-index: 1001; + margin-top: 15px; + bottom: 5vh; + padding: 28px 46px; + background-color: #14191d; + color: white; + border: none; + border-radius: 4px; + cursor: pointer; + margin: auto; + left: 0px; + right: 0px; + width: 50%; + font-size: 2.7vh; + letter-spacing: -0.01em; + font-family: 'Gotham' !important; + border: 2px solid; +} + +#close-question.hidden { + display: none; +} + +#question_text { + color: white; + font-size: 2.8vh; + top: 400px; + transform: translate(-50%, -50%); /* Center both horizontally and vertically */ + margin: auto; + display: flex; + position: absolute; + width: 90%; + max-width: 600px; + z-index: 1000; + font-family: 'DM Serif Display'; + text-align: left; + padding: 15px; + line-height: 2.2; /* Increased line height for spacing */ + white-space: pre-line; /* Preserves new lines from the text */ } \ No newline at end of file diff --git a/dist/util.js b/dist/util.js index 77b9b76..dadbc45 100644 --- a/dist/util.js +++ b/dist/util.js @@ -169,4 +169,62 @@ async function sendElapsedTime(playlist_id, user_id, total_time) { const response = await fetch(request); response.status; -} \ No newline at end of file +} + +$(document).ready(async function () { + // Get the current URL + const currentURL = window.location.href; + // Get just the pathname (everything after the domain) + const pathname = window.location.pathname; + // Get just the filename + const filename = pathname.split('/').pop(); + // Question Mark Message + let question_message = "YAP"; + let page_status = null; + if (pathname.includes('index.html')) { + question_message = "YIPEE"; + page_status = 1; + } else if (pathname.includes('cards.html')) { + question_message = ` + PLAYLIST CONTROLS + ---------------- + - Swipe Left - REMOVE song from playlist + - Swipe Right - KEEP song in playlist + - Play Button - Play the song + - Pause Button - Pause the song + - Restart Button - Restart the preview + - Back Arrow - Return to playlist library + - Menu (3 lines) - Go to staging area + `; + page_status = 2; + } else if (pathname.includes('playlists.html')) { + question_message = "rah"; + page_status = 3; + } else if (pathname.includes('stagingarea.html')) { + question_message = "ney"; + page_status = 4; + return; // THIS WILL PROBABLY BE REMOVED! + } +// Question mark handling + // Hide Question UI Stuff Until user pressed button + const Question = document.getElementById('question'); + const closeButton = document.getElementById('close-question'); + questionText = document.getElementById('question_text'); + questionText.innerHTML = question_message; + Question.classList.add('hidden'); + + $(".question_button").click(function () { + Question.classList.remove('hidden'); + if (page_status == 2) { + pauseSong(); + } + }); + + // Close overlay when button is clicked + closeButton.addEventListener('click', async function () { + Question.classList.add('hidden'); + if (page_status == 2) { + playSong(); + } + }); +}); \ No newline at end of file diff --git a/package.json b/package.json index 880095f..08e8b5b 100644 --- a/package.json +++ b/package.json @@ -6,6 +6,7 @@ "start": "npx tsc && ./node_modules/.bin/netlify-lambda serve build", "dev": "npx tsc && concurrently \"http-server ./dist/\" \"./node_modules/.bin/netlify-lambda serve build\"", "build": "npx tsc && ./node_modules/.bin/netlify-lambda build build", + "windows": "npx tsc && concurrently \"http-server ./dist/\" \".\\node_modules\\.bin\\netlify-lambda.cmd serve build\"", "test": "jest" }, "dependencies": { diff --git a/requirements.txt b/requirements.txt new file mode 100644 index 0000000..7e4225d --- /dev/null +++ b/requirements.txt @@ -0,0 +1,3 @@ +matplotlib +pandas +numpy \ No newline at end of file diff --git a/spotify_data_collection.py b/spotify_data_collection.py new file mode 100644 index 0000000..0642828 --- /dev/null +++ b/spotify_data_collection.py @@ -0,0 +1,37 @@ +""" +Python script to help with Spotify data collection. +Will have a prompt that lets you select left or right for each song and will keep track of the time +Writes to a csv in the data folder with the name 'data/{name}_{playlist}_spotify.csv' +It is recomended that you rename the auto generated files from the app to the same scheme so its not just random strings. +""" +import time +import csv + +name = input('Enter a name: ') +playlist = input('Enter a playlist name: ') + +with open(f'data/{name}_{playlist}_spotify.csv', 'w', newline='') as f: + song_num = 1 + writer = csv.writer(f) + writer.writerow(['song_num', 'time(Sec)', 'decision']) + + while True: + # Data collecting + start_time = time.time() + decision = input('Enter one of the following characters: l (left), r (right), d (done): ') + while decision not in ['l', 'r', 'd']: + decision = input('Enter one of the following characters: l (left), r (right), d (done): ') + + # change decision variable to be full word, here so you dont have to type the whole word out + if decision == 'd': break + elif decision == 'l': decision = 'left' + elif decision == 'r': decision = 'right' + + decision_time = round(time.time() - start_time) + + print(f'Song {song_num}, Decision {decision}, Time {decision_time}') + + writer.writerow([song_num, decision_time, decision]) + song_num += 1 + + print(f'Testing completed, {song_num} songs made decisions on.')