diff --git a/docs/source/example_overview.ipynb b/docs/source/example_overview.ipynb index a94800e..7ca4962 100644 --- a/docs/source/example_overview.ipynb +++ b/docs/source/example_overview.ipynb @@ -6,15 +6,19 @@ "source": [ "# Overview plot [^download]\n", "\n", - "[^download]: This notebook can be downloaded as **{nb-download}\n", - "repr(example_overview.ipynb) **.\n", + "[^download]: This notebook can be downloaded as **{nb-download}`example_overview.ipynb`**.\n", "\n", - "This very simple example shows you how to make an overview plot provided a yaml configuration file and a result csv." + "This example shows how to make an overview plot provided a yaml configuration file and a result csv." ], "id": "d14fd8bc4568bc" }, { - "metadata": {}, + "metadata": { + "ExecuteTime": { + "end_time": "2025-10-08T08:56:02.361210Z", + "start_time": "2025-10-08T08:55:42.430461Z" + } + }, "cell_type": "code", "source": [ "from pathlib import Path\n", @@ -23,7 +27,7 @@ ], "id": "6a230b00c14cc64e", "outputs": [], - "execution_count": null + "execution_count": 1 }, { "metadata": {}, @@ -32,15 +36,20 @@ "id": "4b10aaa427d1da6e" }, { - "metadata": {}, + "metadata": { + "ExecuteTime": { + "end_time": "2025-10-08T08:57:47.421244Z", + "start_time": "2025-10-08T08:57:45.895076Z" + } + }, "cell_type": "code", "source": [ - "yaml_file = Path(r\"resource/APOCADO_yaml.yml\")\n", + "yaml_file = Path(r\"_static/APOCADO_yaml.yml\")\n", "data = DataAplose.from_yaml(file=yaml_file)" ], "id": "c19ddde8bf965ee8", "outputs": [], - "execution_count": null + "execution_count": 6 }, { "metadata": {}, @@ -49,16 +58,49 @@ "id": "e17cf669b1d31019" }, { - "metadata": {}, + "metadata": { + "ExecuteTime": { + "end_time": "2025-10-08T09:28:02.499627Z", + "start_time": "2025-10-08T09:28:02.207909Z" + } + }, "cell_type": "code", "source": [ "data.overview()\n", - "plt.tight_layout()\n", "plt.show()" ], "id": "cf59962e0e23eb96", - "outputs": [], - "execution_count": null + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\t2025-10-08 11:28:02,308\n", + "############### Overview ###############\n", + "\n", + " bcolon mdupon\n", + "annotation \n", + "Odontocete buzz 270 208\n", + "Odontocete click 458 280\n", + "Odontocete whistle 411 466\n", + "\n" + ] + }, + { + "data": { + "text/plain": [ + "
" + ], + "image/png": "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" + }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 10 } ], "metadata": { diff --git a/docs/source/example_single_barplot.ipynb b/docs/source/example_single_barplot.ipynb index f193e3c..987f760 100644 --- a/docs/source/example_single_barplot.ipynb +++ b/docs/source/example_single_barplot.ipynb @@ -4,25 +4,28 @@ "metadata": {}, "cell_type": "markdown", "source": [ - "# Overview plot [^download]\n", + "# Single barplot [^download]\n", "\n", - "[^download]: This notebook can be downloaded as **{nb-download}`example_overview.ipynb`**.\n", + "[^download]: This notebook can be downloaded as **{nb-download}`example_single_barplot.ipynb`**.\n", "\n", - "This very simple example shows you how to make an overview plot provided a yaml configuration file and a result csv." + "This example shows how to create a barplot provided a yaml configuration file and a result csv." ], "id": "d14fd8bc4568bc" }, { "metadata": { "ExecuteTime": { - "end_time": "2025-09-04T11:46:31.680063Z", - "start_time": "2025-09-04T11:46:27.119477Z" + "end_time": "2025-10-08T15:06:02.413143Z", + "start_time": "2025-10-08T15:05:55.679585Z" } }, "cell_type": "code", "source": [ - "from pathlib import Path\n", "import matplotlib.pyplot as plt\n", + "from pathlib import Path\n", + "from pandas import Timedelta\n", + "from pandas.tseries import frequencies\n", + "\n", "from post_processing.dataclass.data_aplose import DataAplose\n", "\n", "yaml_file = Path(r\"_static/APOCADO_yaml.yml\")\n", @@ -30,99 +33,231 @@ ], "id": "6a230b00c14cc64e", "outputs": [], - "execution_count": 1 + "execution_count": 2 }, { "metadata": {}, "cell_type": "markdown", - "source": "The `DataAplose` object has informations about the loaded result csv", + "source": "The `DataAplose` object has informations about the loaded result csv.", "id": "4b10aaa427d1da6e" }, + { + "metadata": {}, + "cell_type": "code", + "outputs": [], + "execution_count": null, + "source": [ + "print(f\"{' DataAplose object ':#^70}\")\n", + "print(f\"{'Begin:':<30}{str(data.begin):>40}\")\n", + "print(f\"{'End:':<30}{str(data.end):>40}\")\n", + "print(f\"{'Annotators:':<30}{str((', ').join(data.annotators)):>40}\")\n", + "print(f\"{'Labels:':<10}{str((', ').join(data.labels)):>60}\")\n", + "print(f\"{'Dataset:':<30}{str((', ').join(data.dataset)):>40}\")" + ], + "id": "cc173d208c71e4ca" + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": "## Basic usage", + "id": "399476b76309340e" + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": [ + "First, configure the figure to be plotted:\n", + "- Create a new Matplotlib figure and a single set of axes,\n", + "- Define `bin_size`, the duration of each bar of the plot (must be a `pandas.Timedelta` or a `BaseOffset`),\n", + "- Define `ticks`, the x-axis tick frequency (must be a `pandas.Timedelta` or a `BaseOffset`),\n", + "- Define `fmt`, the string representation of time on x-axis,\n", + "- Use `set_ax` method from `DataAplose` class to configure the figure and axes.\n", + "\n", + "Finally, use `plot` method from `DataAplose` class with `mode` argument set to `\"histogram\"` and select an appropriate `annotator` and `label`." + ], + "id": "e17cf669b1d31019" + }, { "metadata": { "ExecuteTime": { - "end_time": "2025-09-04T11:46:45.334744Z", - "start_time": "2025-09-04T11:46:45.327587Z" + "end_time": "2025-10-08T15:00:31.650377Z", + "start_time": "2025-10-08T15:00:31.404219Z" } }, "cell_type": "code", "source": [ - "print(f\"{' FILE ':#^60}\")\n", - "print(f\"{'Begin:':<30}{str(data.begin):>30}\")\n", - "print(f\"{'End:':<30}{str(data.end):>30}\")\n", - "print(f\"{'Annotators:':<30}{str((', ').join(data.annotators)):>30}\")\n", - "print(f\"{'Labels:':<30}{str((', ').join(data.labels)):>30}\")\n", - "print(f\"{'Dataset:':<30}{str((', ').join(data.dataset)):>30}\")" + "fig, ax = plt.subplots(1, 1)\n", + "bin_size = Timedelta(\"1h\")\n", + "ticks = Timedelta(\"1h\")\n", + "fmt = \"%H:%M\"\n", + "\n", + "ax = data.set_ax(ax=ax, x_ticks_res=ticks, date_format=fmt)\n", + "data.plot(\n", + " mode=\"histogram\",\n", + " annotator=data.annotators[0],\n", + " label=data.labels[0],\n", + " ax=ax,\n", + " bin_size=bin_size,\n", + ")\n", + "plt.show()" ], - "id": "c19ddde8bf965ee8", + "id": "90a8b5e0a4d7e39e", "outputs": [ { - "name": "stdout", - "output_type": "stream", - "text": [ - "########################### FILE ###########################\n", - "Begin: 2022-07-07 00:00:00+02:00\n", - "End: 2022-07-07 11:49:00+02:00\n", - "Annotators: annotator1, annotator2\n", - "Labels: buzz, click, whistle\n", - "Dataset: dataset1\n" - ] + "data": { + "text/plain": [ + "
" + ], + "image/png": "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" + }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } } ], - "execution_count": 2 + "execution_count": 14 }, { "metadata": {}, "cell_type": "markdown", + "source": "In this second example, `bin_size` and `ticks` are defined using `BaseOffset` objects.", + "id": "4b07d80aa89f2fb" + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2025-10-08T14:41:24.702425Z", + "start_time": "2025-10-08T14:41:11.701448Z" + } + }, + "cell_type": "code", "source": [ - "To create an overview plot of `data`, use the `post_processing.dataclass.data_aplose.DataAplose.overview` class method.\n", + "yaml_file = Path(r\"_static/OHASISBIO_yaml.yml\")\n", + "data = DataAplose.from_yaml(file=yaml_file, concat=True)\n", + "data.coordinates = (0,0)\n", "\n", - "The plot provides the number of annotation per label and per annotator." + "fig, ax = plt.subplots(1, 1)\n", + "bin_size = frequencies.to_offset(\"1W-MON\")\n", + "ticks = frequencies.to_offset(\"1MS\")\n", + "fmt = \"%b %y\"\n", + "ax = data.set_ax(ax=ax, x_ticks_res=ticks, date_format=fmt)\n", + "\n", + "data.plot(\n", + " mode=\"histogram\",\n", + " annotator=data.annotators[0],\n", + " label=data.labels[0],\n", + " ax=ax,\n", + " bin_size=bin_size,\n", + " season=True\n", + ")\n", + "plt.show()" ], - "id": "e17cf669b1d31019" + "id": "f4bc6936443f6e6a", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": "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" + }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 12 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2025-10-08T14:24:43.146322Z", + "start_time": "2025-10-08T14:24:43.138915Z" + } + }, + "cell_type": "markdown", + "source": [ + "```{note}\n", + "Season is displayed on the plot as `season` argument in `plot` method is passed as `True`.\\\n", + "For seasons to be displayed, the `DataAplose` object must have coordinates." + ], + "id": "a730250d0c8232a" }, { "metadata": { "ExecuteTime": { - "end_time": "2025-09-04T11:46:48.081204Z", - "start_time": "2025-09-04T11:46:47.677419Z" + "end_time": "2025-10-08T13:21:39.396315Z", + "start_time": "2025-10-08T13:21:39.389669Z" + } + }, + "cell_type": "markdown", + "source": "## Advanced usage", + "id": "b5fa3c6a87b29dcc" + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": "This example shows how several barplot can be manipulated and joined together in a single `matplotlib` figure.", + "id": "b8d0fd739737d11b" + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2025-10-08T14:26:53.554868Z", + "start_time": "2025-10-08T14:26:50.530205Z" } }, "cell_type": "code", "source": [ - "data.overview()\n", + "yaml_file = Path(r\"_static/APOCADO_yaml.yml\")\n", + "data = DataAplose.from_yaml(file=yaml_file)\n", + "\n", + "fig, axs = plt.subplots(3, 1, figsize=(10,8), sharey=True)\n", + "bin_size = Timedelta(\"1h\")\n", + "ticks = Timedelta(\"1h\")\n", + "fmt = \"%H:%M\"\n", + "colors = plt.rcParams[\"axes.prop_cycle\"].by_key()[\"color\"]\n", + "\n", + "y_max = 0\n", + "for i in range(len(data.labels)):\n", + " axs[i] = data.set_ax(ax=axs[i], x_ticks_res=ticks, date_format=fmt)\n", + " data.plot(\n", + " mode=\"histogram\",\n", + " annotator=data.annotators[1],\n", + " label=data.labels[i],\n", + " ax=axs[i],\n", + " bin_size=bin_size,\n", + " color=colors[i],\n", + " )\n", + " y_max = axs[i].get_ylim()[1] if axs[i].get_ylim()[1] > y_max else y_max\n", + "\n", + "for ax in axs:\n", + " ax.set_ylim(0, y_max)\n", + "\n", "plt.tight_layout()\n", "plt.show()" ], - "id": "cf59962e0e23eb96", + "id": "86e48750cd45a76", "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "[INFO] - 25/09/04 13:46:47\n", - "############### Overview ###############\n", - "\n", - " annotator1 annotator2\n", - "annotation \n", - "buzz 42.0 NaN\n", - "click 81.0 NaN\n", - "whistle 22.0 2.0\n", - "\n" - ] - }, { "data": { "text/plain": [ - "
" + "
" ], - "image/png": "iVBORw0KGgoAAAANSUhEUgAACCQAAAN5CAYAAADaO3hpAAAAOnRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjEwLjMsIGh0dHBzOi8vbWF0cGxvdGxpYi5vcmcvZiW1igAAAAlwSFlzAAAXEgAAFxIBZ5/SUgAA8wxJREFUeJzs3QeUldXZP+x76AqKYENUNIhGxEIUsXdF7Kig2LHGGOzGQhQ7asQWjS2JgmBDjKixayQWjNhIECsoImIHlKLU+dbe73/mm2EGRTjDwMx1rXXWOfO0vfcpejjP77l3UXFxcXEAAAAAAAAAABRQnUIeDAAAAAAAAAAgEUgAAAAAAAAAAApOIAEAAAAAAAAAKDiBBAAAAAAAAACg4AQSAAAAAAAAAICCE0gAAAAAAAAAAApOIAEAAAAAAAAAKDiBBAAAAAAAAACg4AQSAAAAAAAAAICCE0gAAAAAAAAAAApOIAEAAAAAAAAAKDiBBAAAAAAAAACg4AQSAAAAAAAAAICCE0gAAAAAAAAAAApOIAEAAACqWY8ePaKoqCjfAwAAANQU9aq7AwAAAEDhDRkyJEaMGBHt27ePLl26RE0wefLkuP766/Pj0047LVZYYYX5bvvmm2/Gq6++mu/feOONGDVqVMycOTPWWmutGDt27GLsNQAAANReAgkAAABQQwMJ/fv3j6OOOqpGBRIuvvji/DhVk/ipQMIBBxwQn3zyyWLsHQAAADAvgQQAAACgxmnQoEGuDrHpppvmW6qWMGDAgOruFgAAANQqAgkAAABAjfPuu+9G3bp1S//++uuvq7U/AAAAUBvVqe4OAAAAQG1w9913xzbbbBPLLbdcNG3aNLbYYou4/fbbo7i4eL77fPHFF3HjjTfGfvvtF23bts37LbPMMtGmTZs47rjjYtSoURX2GTp0aBQVFeXpGpJ0n/4ue0vbLEobZT311FN5eoQ11lgjVyVYfvnlo3Xr1tGpU6fo27dvTJw4sdL9pkyZEldeeWVstdVW0bx582jYsGGsueaa0b1793jllVcqbL/jjjvGr371q9K/0+OyY0rryyobRgAAAACqhwoJAAAAUIVS4ODYY4+NO++8M/+dTp6vsMIK8frrr8fw4cPj+eefzyfjK3PuueeWBgvq1auXT/ZPnz49xowZk28DBw7MQYcDDzywdJ8UClh11VXju+++ix9//DEaNWqUQwZlpW0WpY0Sl1xySVx44YWlfy+77LJ5vB9//HG+PfPMM9GhQ4cKYYERI0bEPvvsE+PHjy8ND6R909/3339/DBo0KC6//PI477zzSvdJoYWVVlopvvnmm/x3elw2dJDWAwAAAEsWFRIAAACgCqXqAyVhhJ49e8ZXX32Vqwak20UXXZRPwD/88MOV7puqFFx99dUxcuTI+OGHH+Lbb7+NGTNmxNtvvx2HHXZYfnzUUUfFhAkTSvfZeuutc9WDgw8+OP+d7tPfZW9pm0VpI/nkk0/i4osvzo/POOOM+Oyzz2LatGm58sHkyZPjxRdfjJNOOilXhCjr888/j9133z2HD1JlhRTMSO1+//338eWXX8YFF1yQgwa9evWKIUOGlO73j3/8I1577bXSv9PjsmNK6wEAAIAliwoJAAAAUEVShYKSk/ZHHHFEDieUSFULUnWBtE2auqAy559/foVlderUiXbt2uXKBenE/2OPPRZ33HFHpdsuiIVt49VXX425c+fGeuutF9dcc025/dPYtt1223yrrL0Uyjj00ENz5YWyVllllVx1oVmzZjnkkAIbXbp0WahxAQAAANVPhQQAAACoIk8//XSuhJD07t270m3SlAlpWoWFsddee+X7l156aRF6uXBtpGknklQRIVVGWBApfHHPPffkx+ecc858tzvyyCPz/X//+99cNQEAAABYOqmQAAAAAFUkTUeQrLnmmnlqhMqkagKbbbZZvPzyy5WuTyflb7vtthwIGDt2bEydOjWKi4vLbZOmP1gUC9NGx44dY6WVVspTMGyxxRZx4oknxq677hq//vWvo6ioqNJ23njjjRxKSDp16rRAfUtTQ6y66qoLPTYAAACg+ggkAAAAQBVJUxMkq6+++k9ut8Yaa1S6/KabbopTTz01T42QpBP9KcDQsGHD/PcPP/wQ33///QJXKChkG6lCwr333punXhg1alScfPLJeXnad/vtt4+DDjooDj744Khfv37pPhMmTCh9vKCVD6ZPn77QYwMAAACqlykbAAAAYAn07rvvxmmnnZaDAt26dYvhw4fn6gKTJk2KL774It+uvfbavO281QwWVxupIsLHH38cd911Vxx11FGx7rrrxnfffRePPvpoHHHEEfGb3/wmPvvss9Lt58yZU/o4BR3SMX/utuOOOy7U2AAAAIDqJ5AAAAAAVWSVVVbJ92VPylemsvWDBw/OJ/Dbtm0b9913X2y++ebRoEGDctukwMCiKEQbjRs3zuGDfv36xQcffJCndrjqqquiUaNG5SonJC1atCg3FQMAAABQswkkAAAAQBXp0KFDvv/0009jzJgxlW6TpkN44403KixP+ySbbLJJ1KlT+T/fn3322fm2XbLPT1VPWNQ2KpOmpzj77LPjzDPPzH8/88wzpevKBh5SFYVfqmwfF7YqBAAAALD4CCQAAABAFdltt92iWbNm+fGll15a6TZ/+tOf8vQF82ratGm+HzlyZKUn35944okYOnTofNtefvnl8/3kyZPnu82itDFjxoz4Kcsss0yFEEGqpnDooYfmx6mKwrhx437yGBMnTqx0TD83LgAAAGDJIJAAAAAAVSSdlL/gggvy4/79+8dpp50W3377bWllhBRS6NOnT6ywwgoV9u3cuXO+T9Me/P73vy89OT9t2rS47bbbomvXrrHiiivOt+0NN9ww37/44ovx3nvvVbrNorSRAgV77LFHDBgwIE/TUDaoMGjQoLj66qvz33vttVe5/dJ4W7ZsGd98801stdVWef8pU6aUrv/666/jwQcfjP333z8OOeSQcvum5ylVYEjuvPPOmD179nzHP3369NxGyS39ncydO7fc8nQDAAAAqkZRsRqHAAAAUGXSCfAePXrkE+8lFQNSZYIUSJgzZ0507949GjZsmAMLRx11VPTr169033RC/r777it3Qj6dvE/7bbbZZvm4J598cqy11loxduzYcu1OmjQpfv3rX+cT/MlKK62UKxQk6ZhbbrnlIrVx0UUXxcUXX1wufJFuqd2Snxratm0b//rXv6JFixbl+vbuu+9Gly5d4oMPPih9TlK7KcyQwhAldt1113JTPiSXXXZZacgjPW+rrLJK3j+Np+w45u3fT/HTCAAAAFQNFRIAAACgCqWT5XfddVe+pZPm6aR9urJ/0003jVtvvTXuueee+e579913x/XXXx8bb7xxPvmeQgIbbbRRXHHFFfHyyy9HkyZN5rtvmirihRdeyIGHVFXgu+++i08++STffvzxx0Vu44QTTojbb789BxpSNYZll102hyxSu9ttt10+5ptvvlkhjFASVPjf//6XqzB06tQphyXSvikY0KZNm+jWrVs+dqq0MK9evXrFDTfcEB06dIj69evn6gxpTF988cUCvBoAAADA4qRCAgAAAAAAAABQcCokAAAAAAAAAAAFJ5AAAAAAAAAAABScQAIAAAAAAAAAUHACCQAAAAAAAABAwQkkAAAAAAAAAAAFJ5AAAAAAAAAAABScQAIAAAAAAAAAUHACCQAAAAAAAABAwQkkAAAAAAAAAAAFJ5AAAAAAAAAAABScQAIAAAAAAAAAUHACCQAAAAAAAABAwQkkAAAAAAAAAAAFJ5AAAAAAAAAAABScQAIAAAAAAAAAUHACCQAAAAAAAABAwQkkAAAAAAAAAAAFJ5AAAAAAAAAAABScQAIAAAAAAAAAUHACCQAAAAAAAABAwQkkAAAAAAAAAAAFJ5AAAAAAAAAAABScQAIAAAAAAAAAUHACCQAAAAAAAABAwQkkAAAAAAAAAAAFJ5AAAAAAAAAAABScQAIAAAAAAAAAUHACCQAAAAAAAABAwQkkAAAAAAAAAAAFJ5AAAAAAAAAAABScQAIAAAAAAAAAUHACCQAAAEuIHXfcMYqKiqIm+fDDD2P//fePFi1a5LGtsMIK1d2lGmvttdfON5bcz+bieI1q4n9HAAAAWHrVq+4OAAAAFFLJibhWrVrF+++/H40aNaqwTToh+Mknn8SsWbOiXj3/LKoqc+bMiS5dusTo0aPjiCOOiDXWWKPS16Mmvxd32GGHGDp0aMFONP/73/+O4uLighwPAAAAoKr55Q0AAKiRxo0bF9dff32ce+651d2VWuvjjz+Od955J44//vi4/fbbq7s7Nd5zzz1X3V0AAAAAKMeUDQAAQI3TrFmzaN68eVx55ZXxzTffVHd3aq0JEybk+5YtW1Z3V2qFddZZJ98AAAAAlhQCCQAAQI2z7LLLxgUXXBDfffddXHzxxQu0Tyqrn0rsX3TRRQs893u/fv3yPun+mWeeie222y6aNGkSK6+8chx99NExefLkvN1bb70Ve++9dw5KpPX77rtvjB07dr59mTFjRpx//vnxq1/9Kho2bJhPMqdxzJw5s9Lt33vvvejRo0esueaa0aBBg1h11VXj0EMPzVNWzCttl/r80UcfxY033hgbb7xxLLPMMnk6gAXxxhtvxIEHHhirrLJK7ttaa60VJ510Unz++eeVTleQpL6nv3/q+S0rPZ+pjdatW+e+Lb/88rHNNtvEwIEDK90+9T0de/bs2dGnT59Yd911c9/S83HOOedU+ryl7dN+KbBywgknxGqrrZb3adeuXdx5552VtjN37ty49dZbY/PNN8+vY+PGjfPjW265Ja8r2/+SqUPSFAslY593/As6zvReSfumY5X0veRW9nWr7D1a8n5K4ZyNNtoofzZSO+m9OmjQoArblrSV3ifpcffu3WOllVbKU2106NAh/vnPf1bYJz2/f/7zn2PTTTfN7/HURurHfvvtF88++2wsiLLvy2uvvTbWX3/93Gaa5uP000+P77//vtL9xo8fHz179szPYXr9Vlxxxfz5eu211ypsm5771Eb6rN9zzz2xxRZb5NexsudsQaRx33TTTbHnnnvmz0FqPwWhdt1113jiiSd+ct/036bU79VXXz2Pc4MNNsjP4fym43j11Veja9eu0aJFi/wZT+/t3/72t6WhHwAAAFhSmbIBAACokX7/+9/nk4W33XZbnHLKKfkkdVV55JFH8onaFDo48cQTY9iwYflkczqhe8UVV8Quu+ySTwAfe+yxMXLkyHj00Ufzidf//e9/UadOxZz4QQcdlE+ophOQ9evXj4cffjifTH399ddzWyUnu5Mnn3wyDjjggJg1a1bss88+0aZNm3yS9h//+Ec89thj8fzzz+cTxfM69dRT48UXX4y99torn1CtW7fuz44zjTGdQE8nTVPf0knYFFBIJ+RTH1966aUcokguvPDCPP7+/fvnYELJifMFCT787ne/y8GA7bffPgcFvv3223j88cfjiCOOyCGLSy+9tNL9UggjjWmPPfbIJ93TPn/605/iq6++qjRkkAIjKQCQTvCm8aQT9w888EAcc8wx+XU56qijym2f2k8nstPJ4OOOOy6/Dg899FAOZKSx33333Xm79u3b5/GnIEZ6jtLJ9hJlx7+g41xhhRXy8dJ76pNPPsmPS/zcyfR00nz33XfPYYZ0kj99LqZPnx6DBw+Ogw8+OEaMGJFDHPNK7XTs2DGf6E/9mThxYtx///2lIYOddtqpdNs0vnvvvTc23HDDOPLII3O4Ip0oT89Jen+mE/QLKoUPXnjhhfwZSG099dRTeeqV9Lqm46WT9yXefPPN6NSpU+5bGmP6HKSAyZAhQ2LbbbfNr016b8/rmmuuyQGi9HlJ40jhgIWR2k2fo6233jp22223HERKwZz0+U7t/vWvf83vk8pek/ScpPdfCnykvx988MF8rPS6/+Uvfym3/R133JFDMynwkMIW6f334Ycfxt/+9rfc1n/+859o1arVQo0BAAAAqlwxAABADZL+mbP66qvnxw888ED+e//99y+3zVprrZWXz5o1q3TZ888/n5ddeOGFlR437ZNuZd155515n7p16xYPHTq0dPmcOXOKd91117yuWbNmxQMHDiy33zHHHJPXDRkypNzyHXbYIS9fd911iydOnFi6/Icffijecsst87q77rqrdHnaZoUVViheccUVi0eNGlXuWCNHjixu3Lhx8W9+85tyy4866qh8nJYtWxZ/9NFHxQtqypQpxc2bNy+uU6dO8QsvvFBu3ZVXXpmPudtuu5Vb/nPP6fyMHj26wrIZM2YU77zzzsX16tUrHj9+fKXP26abblr87bffli6fOnVq8TrrrJP7/Pnnn5fbJ22fbscee2zx7NmzS5en5zG9nm3bti23/T333JO3T89nei7KtrHZZpvldXfffXeFNlLfCj3O+ansPdqnT5+8zx577FHu/f7ll1+Wfg5efvnl0uUff/xx6XNz0UUXlTvWk08+WXqsEpMnTy4uKirKz0HZ57HEN998U7wgSt6X6b08duzYcp+lAw44IK+75JJLSpensaTXtmHDhuU+e8lnn32W398tWrQo/vHHH0uXp/dhOs6yyy5b/Oabbxb/EpU99+nYn376aYVt03PSrl27/NmfPn16uXUlz/k222xTrm/pfdu6deu87t///nfp8vfff7+4fv36eazzvh+effbZ/N7u0qXLz/YVAAAAqospGwAAgBorXfW+1VZb5Sul09XVVeWQQw4pnZ4gSVfXp6vKk3TV+GGHHVZu+3QVeZKuTq9Mmm4ilb4vka4KT5UWSq6WLnHXXXflq6zTlfip5HtZqd3jjz8+TxfxzjvvVGjj7LPPLq1msCBSBYR0RXi6qj5VeyjrzDPPzFfqp6vOx40bF4sqTVExr1TFIF3dn6ZleO655yrd76qrrsol80ukKRXSc5+mU0jVJeaVphZI0wOUrQ6RnsdUNeHdd9+NqVOnli4ved7T1AepzH/ZNlK7SbpifXGM85dI/U6VHNI469X7/4skpik30vtsfv1OlR3StCFlpSoE6Ur84cOHly5Lx07Zi3T1fmXVPtIUCr9EqhKQ2i6Rjnn11Vfn+7Lv/VT9Y8yYMXHyySeX++wlLVu2zO/vL774otLnMFUb+M1vfhOLKo05TSkxr6ZNm+YqG5MmTap06ogkfZ7T/iXS+7bk9ShbzSNVH0nVT2644YY8vUNZqfJKqpiQqiRMmTJlkccDAAAAVcGUDQAAQI2WyrOnkupnnXVWLm1eFTp06FBhWTopmmy22WYV1pWcWExTK1Rm3hOsSSpBn06cp4BBiVdeeSXf//e//81TOszrgw8+yPfp5Pq8gYVUjv+XSOXxk5133rnCunSiO007kKZoSP1b1PLxKdSQTvKnk8np8Q8//FBu/WeffbbAr0Mqb5+kk8PzStN4pKkdfmqfkvBBGn86KV7ZlBPp9Zr3tanKcS6odJJ69OjR+f2WpmuYV8lrWVm/07QTlU3jkZ6bkvddkp6/NPVBOime9klTeqTAyhZbbJEDH79UZe/9NG1Eaje9v1IAJ01hUdKHNLVEZe/9NKVByXt/3mkbful7/6eMGjUqBybSNBNpuoYff/zxZ1/D9HlJ/02aV8l7q7LPeJpyo7JwQ5qOZM6cOfmzXtl/awAAAKC6CSQAAAA1WqqQkColDB48OO6///58hX+hpSui51VyNfpPrUtXPldm1VVXrXSflVZaKZ+ALPHtt9/m+zRX/U8pe6V/iRYtWsQv8d133+X71VZbrdL1JcvTCeNF8dFHH+UTxikMkE5sd+rUKT+H6eR4OiHdv3//mDFjRqX7phPV83uu00nbBdl+fvuk8aer2FMFgwV5bapynIvjNfup5yZVnCgrfa5SsOKee+6JCy+8sLSqR/rc9e3bt9L38/zMb9v0fk3hgzSm1LeS9/4DDzxQ5e/9+UkBpxTqSNUsSqoVpIBGCq6k6iepqkhlr2F6r1QW9ijpV8nrlpSMM4Uefuk4AQAAYEkgkAAAANR4qTx6Ojl43nnnxf7771/pNiXl5tPJxcqUXJm9OHz55ZcVqgykfn3zzTflrugvCTukCgkbb7zxL2ojldr/JUraSmXwK5OuDi+73cJKUwukk7CpbH2PHj3Krbv33nvzifrqkMaVpqxIIZL69ev/7GuzJIxzcb1myyyzTK5SkG6ffvpprhbQr1+/GDhwYA5XvPjii7/ovf/rX/+6wvKSMZT0teQ+fa5TEKAq3/vzc9lll+WqFs8//3yFyhkl/82pTHqvpLDLvKGEecdY9nEKKfyS9xcAAAAsKSpO8AgAAFDDtGnTJk466aT4+OOP48Ybb6x0m2bNmuX7dEJ1XqnsfdmrlqtaKs8+r5deeimfxPzNb35TumzLLbfM97/khO/CKml36NChFdalE/Ilfdh0000XqZ30XCep9P+CPC+LSxp/qgyQTrbPKy1Lr828Y08hl8oqMyzsOEtOYM/vmPNabrnlYp111snTBpRMYVBWOpFeiNesrDS1wmGHHRZPPfVU/tyl923JVf4LorKxp2oS6XO59tprl4aCFud7f37Sa5iqZlQ2jcdPvVfT52XYsGEVlpd8tqrrMw4AAABVQSABAACoFXr37p1PZl5++eWVljdff/318xXI6armsqX30xXQp5xyymLt66WXXppL+ZdI89Kn6g7J0UcfXbo8PU5juvjii2P48OEVjpNOoFcWIFgYXbp0ySdf09X7qVR9Wddff30Oe+y6664VKjv8UumkczJvv9MJ7r/97W9RXY455ph8n16H6dOnly5Pj88999z8+Nhjjy23z4orrlhpwGVhx5mOl4wbN+4X9bu4uDj+8Ic/lAsypKv00/us7NgWxtdffx0jR46ssHzatGn5c5ameKhsmov5ueGGG/LUDGXfw6nv6b7se3+//fbLYYu//OUv8fjjj1d6rFdeeaXca1Vo6TVMVTP+97//lVv+97//Pb+OPyW9j8pO55COkyouJGXH2bNnz1yR4/TTT48PPvigwnFmzpwprAAAAMASzZQNAABArZBOpvfq1SvOPvvsStenk36nnnpqPkmbrlBOUzukK5mfeeaZaNmyZb4tLm3bto127dpF165dc79SSGLMmDGx1157xRFHHFHuBPXgwYNzX9OV1Gke+7RfKkmfToSnE7Lp6vQUaFhUTZo0iTvuuCO6desWO+ywQ75P4YM33ngjnn766WjRokXcdttti9xOqmSRpjFIx0/jT8/722+/HU8++WQcdNBBcf/990d1OPTQQ/PrMGjQoPwcp4BGep6HDBmSwxgHH3xwrgxQVno97rvvvthnn31yFYL0Wm6//fb5tjDjTMd74IEH4oADDog999wzT5Ww1lprlXtPzOuss86KJ554Ivd9k002yfulk/TpOCl4kz4P22677UI/L6n6Qvq8bLTRRnnakFQh4fvvv49//vOfeQqCFOZJlRoW1DbbbBPt27fPz2eariCd2E9Tkmy22WblPrvpufzHP/4Ru+++e/5cbL311nm/ZZddNr/3X3vttVxZIU1LkZZVhdNOOy33Lz1/6TVL/X399ddzVYj0mqbPZmVWW221HEbYcMMN83QTaRqQtG3qa3pfpPdH2aBU+tyl0Eh633Xu3DnWW2+9vE8KpqQwwsorrxzvvfdelYwRAAAAFpVAAgAAUGukk6M333xznte+MqnSQDp5+de//jVuv/32fJK9e/fucdFFF8UGG2yw2PqZTnqnYMTdd98dEyZMiNVXXz33IV2Jn06Cz3uSOl2h3bdv33xyNJ2gTFekpxPcO++8c6VTAiysdFX6yy+/HH369MltpWks0nN04oknxgUXXFCQ0EY6qZ2mEjj//PPjsccey6GQdCI9nXxO1SCqK5CQpOoQKYyRThCXhC9SeOTMM8+M3/3ud5Ve7Z9er+eeey5fxZ+u8r/wwgvzCeeFGedxxx2XqwekkMOf/vSnvE/qz08FEtJ7IYVqrr322rjnnnvylCWpakFqK1W2OOSQQxa5SkD63KRKD2k8qfJCCv/8+te/jiuvvDJ/fn6J6667Lh566KH8GUyf0xS6SUGhSy65JBo1alRu2/QcprBCGlsKQKSAR5omI53wTyGJ1K+VVlopqkoKBzz66KO5skF6vdKUGh07dszPQwpDzC+QkF6TZ599Ngek0muZnrPWrVvnz/fJJ59cYfvDDz88v17XXHNNPnYKADVu3Dh/3lLwIYU3AAAAYElVVJxqNwIAAABUkx49ekT//v1ztYmS6SwAAACApV+d6u4AAAAAAAAAAFDzCCQAAAAAAAAAAAUnkAAAAAAAAAAAFFxRcXFxceEPCwAAAAAAAADUZiokAAAAAAAAAAAFJ5AAAAAAAAAAABScQAIAAAAAAAAAUHACCQAAAAAAAABAwQkkAAAAAAAAAAAFJ5AAAAAAAAAAABRcvcIfsnZp0aJFTJs2LVq1alXdXQEAAAAAAACWIOPGjYvGjRvHF198Ud1dgWqhQsIiSmGEWbNmVXc3AAAAAAAAgCVMOo+YzidCbaVCwiIqqYwwatSo6u4KAAAAAAAAsARp165ddXcBqpUKCQAAAAAAAABAwQkkAAAAAAAAAAAFJ5AAAAAAAAAAABScQAIAAAAAAAAAUHACCQAAAAAAAABAwQkkAAAAAAAAAAAFJ5AAAAAAAAAAABScQAIAAAAAAAAAUHACCQAAAAAAAABAwQkkAAAAAAAAAAAFt9QFEj788MPo3r17rLHGGrHsssvG+uuvH5dccklMnz693HbDhg2LbbfdNm/TokWLOOWUU2Lq1KnV1m8AAAAAAAAAqE3qxVLk008/jY4dO0bTpk2jZ8+e0bx583jllVfiwgsvjDfeeCMefvjhvN2IESNil112ibZt28a1114b48ePj759++YwwxNPPFHdwwAAAJYQc+bMiblz51Z3N6hh6tSpE3Xr1q3ubgAAAABUu6UqkDBgwICYPHlyvPTSS9GuXbu87IQTTsg/IN51110xadKkaNasWfTq1SvfDx06NJZffvm83dprrx3HH398PP3009GpU6dqHgkAALAkhBFartEqvvpiQnV3hRpmlRYtY8L4cUIJAAAAQK23VAUSvv/++3y/6qqrllu+2mqr5StQGjRokLd55pln4vTTTy8NIyRHHnlkXjZo0CCBBAAAIAebUxhhzTMGR1GdpeqfRizBiufOjk+v7ZrfXwIJAAAAQG23VP3qtuOOO8ZVV10Vxx57bFx88cWx4oorxrBhw+KWW26JU045JRo3bhwvv/xyzJ49Ozp06FBu3xRWaN++fbz11lvV1n8AAGDJk8IIRXWXqn8aAQAAAMBSYan61a1z585x6aWXRp8+feKRRx4pXf7HP/4xLrvssvz4888/L62aMK+07MUXX1yotkumiJjXmDFj8vQQN998c4V13bt3j+bNm8fEiRPjvvvuq3T/k046Kd+PHj06Tycxr3TsQw45JD8ePnx4vP766xW2ad26dX5ukieffDI++uijCtukgEbHjh3z43vvvTdPbzGvVDmiTZs2+XFl4zEmYzImYzImYzImYzImY6pJY0pTNkBVufXWW+Owww6rNZ8nYzImYzImYzImYzImYzImYzImY6p8TOn3BxX0qM2WqkBCsvbaa8f2228fBx54YK6Q8Nhjj+WAQosWLaJnz57xww8/5O0aNmxYYd9GjRqVrgcAAAAAAAAAqk5RcXFxcSwlUiLqmGOOiQ8++CDWWGON0uVHH310DBo0KMaNGxfPP/98dOvWLV544YXYbrvtyu1/0EEH5QoJJVUUCqGkcsKoUaMKdkwAAKDqzZo1K0/t1uqsIaZsoGCK58yOcX27xMyZM6N+/frV3R0AAACqmXOJ1HZ1YimSSp785je/KRdGSPbdd9+YPn16vPXWW6VTNVQWOkjLWrZsudj6CwAAAAAAAAC11VIVSPjyyy8rnec1XdmUzJ49OzbccMOoV69ehXlh0tUpI0aMiPbt2y+2/gIAAAAAAABAbbVUBRLWW2+9XAUhTdlQ1r333ht16tSJjTfeOJo2bRq77rprDBw4MKZMmVK6zYABA2Lq1Kl5OgcAAAAAAAAAoGotVROl/uEPf4gnnngitttuu+jZs2esuOKK8c9//jMvO+6440qnY7j88stj6623jh122CFOOOGEGD9+fFxzzTXRqVOn6Ny5c3UPAwAAAAAAAABqvKWqQsL2228fw4YNi8022yxuvvnmOO2002LMmDE5gHDLLbeUbrfpppvGs88+G8sss0ycfvrpcfvtt8exxx4bgwcPrtb+AwAAAAAAAEBtsVRVSEg6duwYjz/++M9ut+2228bLL7+8WPoEAAAAAAAAACzFFRIAAAAAAAAAgKWDQAIAAAAAAAAAUHACCQAAAAAAAABAwQkkAAAAAAAAAAAFJ5AAAAAAAAAAACx9gYQXXnghHnrooZgyZUpVNwUAAAAAAAAA1LRAwhVXXBGdOnUqt+yAAw6InXbaKbp27RobbrhhTJgwoVDNAQAAAAAAAAC1IZDw4IMPxrrrrlv697PPPhtDhgyJQw89NK688sr49ttv4+qrry5UcwAAAAAAAADAEqxeoQ70ySefxFFHHVX6dwojtGjRIvr37x916tSJL774Iv75z3/GddddV6gmAQAAAAAAAICaXiFh6tSp0aRJk9K/X3rppdhll11yGCFp165dfPbZZ4VqDgAAAAAAAACoDYGE1VZbLd5///38+Msvv4yRI0fGdtttV7p+8uTJUb9+/UI1BwAAAAAAAADUhikbdt1117j55ptjxRVXjOeffz5XRthjjz1K16ewwhprrFGo5gAAAAAAAACA2hBIuPDCC+PFF1+Mc845J/990UUXxZprrpkfz549Ox566KHo1q1boZoDAAAAAAAAAGpDIGH11VePt99+O955551o2rRptGrVqnTd9OnT469//WtssskmhWoOAAAAAAAAAKgNgYSkbt26sdFGG1VYvvzyy8d+++1XyKYAAAAAAAAAgCVYneruAAAAAAAAAABQ8yx0hYQ6depEUVHRL9onbT979uyFbRIAAAAAAAAAqOmBhCOPPPIXBxIAAAAAAAAAgNphoQMJ/fr1K2xPAAAAAAAAAIAao051dwAAAAAAAAAAqHkEEgAAAAAAAACAJWfKhtatW//ifYqKimLMmDEL2yQAAAAAAAAAUNMDCa1atcoBg8WpR48e0b9///muHz9+fKy++ur58bBhw+Lss8+ON998M5Zffvk46KCDok+fPtGkSZPF2GMAAAAAAAAAqJ0WOpAwdOjQWNx++9vfxq677lpuWXFxcZx44omx9tprl4YRRowYEbvssku0bds2rr322hxU6Nu3b3z44YfxxBNPLPZ+AwAAAAAAAEBts9CBhOqw1VZb5VtZL730UkyfPj0OO+yw0mW9evWKZs2a5dBEqo6QpMDC8ccfH08//XR06tRpsfcdAAAAAAAAAGqTOrGUu+eee/LUEYceemj++/vvv49nnnkmDj/88NIwQnLkkUfm6RoGDRpUjb0FAAAAAAAAgNqhoBUSPv744zxFwquvvhoTJ06MuXPnllufggNjxowpWHuzZs3KAYOtt946V0BIRo4cGbNnz44OHTqU27ZBgwbRvn37eOuttxaqrXbt2lW6PI0nVWO4+eabK6zr3r17NG/ePD8X9913X6X7n3TSSfl+9OjRuXrDvNKxDznkkPx4+PDh8frrr1fYpnXr1tG5c+f8+Mknn4yPPvqowjbp+ejYsWN+fO+998akSZMqbJMqR7Rp0yY/rmw8xmRMxmRMxmRMxmRMxmRMNWlMc+bMqXR7KIRbb701V/KrLZ8nYzImYzImYzImYzImYzImYzImY6p8TOn3h7p161a6DdQGBauQMGrUqPjNb34Tt99+e/z444/5A7zsssvGDz/8EGPHjs0ftFatWkUhPfXUU/Htt9+Wm67h888/z/errbZahe3TsgkTJhS0DwAAAAAAAABARUXFxcXFUQBdu3aNoUOHxosvvhgrr7xyrLLKKvHss8/GzjvvnK8MueCCC/K69ddfPwolTdMwePDgHEJYccUV87IBAwbk6RlSlYaS9FKJtPyRRx6JyZMnF6wPJZUTUiADAABYeqSKa6mSWquzhkRR3YIWj6MWK54zO8b17RIzZ86M+vXrV3d3AAAAqGbOJVLbFaxCQgobHHfccdG2bds8NUNSknU48cQTc+mS8847r1DNxdSpU+Phhx+O3XffvTSMkCyzzDL5fsaMGRX2SZUbStYDAAAAAAAAAEtBICFVHVh33XXz43SVUTJ9+vTS9dtuu20OLRTKkCFD8vHLTtdQdqqGkqkbykrLWrZsWbA+AAAAAAAAAABVHEhIUzR88803+fFyyy2XKxF8/PHHpetTeKCyqgUL6+67744mTZrEvvvuW275hhtuGPXq1YvXX3+93PJULnPEiBHRvn37gvUBAAAAAAAAAKjiQEKa/+S///1v6d9bbbVV3HLLLfHJJ5/kYMLtt98eG2ywQUHa+vrrr+PZZ5+N/fffP5Zddtly65o2bRq77rprDBw4MKZMmVK6fMCAAXmah27duhWkDwAAAAAAAADA/NWLAtlvv/3i6quvjh9++CFXR+jdu3cOBrRu3TqvLyoqiocffrggbd1///0xe/bsCtM1lLj88stj6623jh122CFOOOGEGD9+fFxzzTXRqVOn6Ny5c0H6AAAAAAAAAADMX1FxcXFxVJE333wzT61Qt27dOOCAA2LLLbcsyHFT9YWPPvooJkyYkI9dmZdeeinOOeec3Ic0hcRBBx0UV1xxRX5cSKkyRDJq1KiCHhcAAKhas2bNigYNGkSrs4ZEUd2CZbWp5YrnzI5xfbvkaQPr169f3d0BAACgmjmXSG1Xpb+6bbrppvlWaK+88srPbrPtttvGyy+/XPC2AQAAAAAAAICfVycKJE2h8P333893fVqXtgEAAAAAAAAAar6CBRLOPPPM6NChw3zXp3XnnntuoZoDAAAAAAAAAGpDIOHpp5+OAw44YL7ru3btGk888UShmgMAAAAAAAAAakMgYdy4cbHOOuvMd33r1q3j008/LVRzAAAAAAAAAEBtCCTUq1cvvvrqq/muT+uKi4sL1RwAAAAAAAAAUBsCCRtttFE89NBDMXfu3Arr0rJ//OMf0a5du0I1BwAAAAAAAADUhkDCcccdF2+++WZ079693NQM6fEhhxwSb731Vt4GAAAAAAAAAKj56hXqQD169Ijnn38+BgwYEA8++GA0a9YsL580aVKequGwww4TSAAAAAAAAACAWqJggYSkf//+sc8++8TAgQPjww8/zMu22267OPzww+PAAw8sZFMAAAAAAAAAQG0JJCRdu3bNNwAAAAAAAACg9qpT3R0AAAAAAAAAAGoegQQAAAAAAAAAoOAEEgAAAAAAAACAghNIAAAAAAAAAAAKTiABAAAAAAAAACg4gQQAAAAAAAAAoOAEEgAAAAAAAACAgqu3sDsec8wxv3ifoqKi+Pvf/76wTQIAAAAAAAAANT2Q0K9fv0oDB0lxcXGF5WmZQAIAAAAAAAAA1A4LPWXD3Llzy92+/vrr2HTTTWOPPfaIl156KSZNmpRvL774YnTu3Dk6dOiQtwEAAAAAAAAAar6FDiTM65xzzonlllsuHn300dh6662jadOm+bbNNtvEP//5z2jcuHGcffbZhWoOAAAAAAAAAKgNgYRHHnkkDjjggNJpG8pKy9K6FFYAAAAAAAAAAGq+ggUSpk6dmqdomJ+0bsqUKQVp680334x99903mjdvHssuu2xsuOGG8ec//7ncNsOGDYttt902r2/RokWccsopuY8AAAAAAAAAwFIUSNh4443j1ltvjQkTJlRY99lnn+V1m2yyySK38/TTT8dWW20VX331VVxwwQVxww03xN577x3jx48v3WbEiBGxyy67xPTp0+Paa6+N4447Lm6//fbo1q3bIrcPAAAAAAAAAPy8elEgl156aey5557Rtm3bOOqoo/J98s4778Rdd92VwwH9+/dfpDa+//77OPLII2OvvfaKwYMHR506lecpevXqFc2aNYuhQ4fG8ssvn5etvfbacfzxx+dAQ6dOnRapHwAAAAAAAADAYgok7LbbbjFkyJDo2bNn3HTTTeXWrbXWWjFw4MC8zaK455574ssvv4zLL788hxGmTZsWyyyzTLlgQgotPPPMM3H66aeXhhGSFGRIywYNGiSQAAAAAAAAAABLSyAhSZULUpWEN954I8aMGZOXrbPOOrHpppvOt5rBL/Hss8/mkEGaAqJLly7xwQcfROPGjeOII46I6667Lho1ahQjR46M2bNnR4cOHcrt26BBg2jfvn289dZbC9V2u3btKl2expmqMdx8880V1nXv3j2aN28eEydOjPvuu6/S/U866aR8P3r06Fy9YV7p2Iccckh+PHz48Hj99dcrbNO6devo3Llzfvzkk0/GRx99VGGb9Hx07NgxP7733ntj0qRJFbZJQY02bdrkx5WNx5iMyZiMyZiMyZiMyZiMqSaNac6cOZVuD4WQpi087LDDas3nyZiMyZiMyZiMyZiMyZiMyZiMyZgqH1P6/aFu3bqVbgO1QUEDCUlRUVH+oM4bCCiEDz/8MIcN9ttvvzj22GPjiiuuyNMy3HjjjTF58uT8H4XPP/88b7vaaqtV2D8te/HFFwveLwAAAAAAAACgvKLi4uLiKKB0wv+pp57KUyuceeaZsf7668fUqVPjzTffjI033jhWWGGFhT52qraQkkonnnhi3HLLLaXL09+33XZbrpjwn//8J0/P8Oqrr5aml0qk5Y888kgOLxRKSeWEUaNGFeyYAABA1Zs1a1aupNbqrCFRVLfgWW1qqeI5s2Nc3y4xc+bMqF+/fnV3BwAAgGrmXCK13aLPo/D/zJ07Nw499NDYcccdo0+fPnHHHXfEhAkT8rp69erlqgZlQwQLY5lllsn3JeVWSqR2k1deeaV0mxkzZlTY/8cffyxdDwAAAAAAAAAsBYGEvn37xv3335/v33333ShbeKFRo0ax//77x2OPPbZIbbRs2TLfr7rqquWWr7LKKvk+zeFSMlVDydQNZaVlJccAAAAAAAAAAJaCQEK/fv3iiCOOiNNPPz1WWmmlCuvbtm2bp1tYFJtttlm+/+yzz8otL6nEsPLKK8eGG26YKzK8/vrr5bZJ5TJHjBgR7du3X6Q+AAAAAAAAAACLMZCQwgbbbLPNfNc3b948Jk6cuEhtHHTQQfn+73//e7nlf/vb33IIIU0X0bRp09h1111j4MCBMWXKlNJtBgwYEFOnTo1u3botUh8AAAAAAAAAgJ9XLwpk2WWXjcmTJ/9kYCGFEhbFb37zmzjmmGPijjvuiNmzZ8cOO+wQQ4cOjQceeCDOO++80ukYLr/88th6663z+hNOOCHGjx8f11xzTXTq1Ck6d+68SH0AAAAAAAAAABZjhYQtttgiBg0aVOm6adOmRf/+/WO77bZb5HZuvfXWuOiii+LVV1+N0047Ld5666247rrrok+fPqXbbLrppvHss8/GMsssk6eQuP322+PYY4+NwYMHL3L7AAAAAAAAAMBirJBw9tln56kSunbtmk/+J+PGjYshQ4bkAMFXX30VZ5111iK3U79+/bjwwgvz7adsu+228fLLLy9yewAAAAAAAABANQYSdtppp/jrX/8aPXv2jIceeigvKwkmNGzYMP7+97/H5ptvXqjmAAAAAAAAAIDaEEhIjjnmmNhrr73igQceiPfeey/mzp0b6623Xhx00EHRsmXLQjYFAAAAAAAAANSWQEKy6qqr5ioJAAAAAAAAAEDtVadQB2rdunU88sgj813/z3/+M28DAAAAAAAAANR8BQskjB07NqZOnTrf9dOmTYtPPvmkUM0BAAAAAAAAALUhkPBzvvzyy1h22WUXV3MAAAAAAAAAQDWqtyg7v/DCCzF06NDSv//xj3/E6NGjK2w3ceLEuO+++6J9+/aL0hwAAAAAAAAAUBsCCc8//3xcfPHF+XFRUVEOJKRbZdq0aRPXXXfdojQHAAAAAAAAANSGQMJpp50WPXr0iOLi4mjdunVcf/31sd9++5XbJgUVmjRpEs2bN1/UvgIAAAAAAAAAtSGQ0LRp03xL7rzzzthhhx1irbXWKlTfAAAAAAAAAIDaGEgo66ijjirUoQAAAAAAAACApVzBAgkl3njjjXj11Vdj4sSJMXfu3ArTN1xwwQWFbhIAAAAAAAAAqKmBhB9//DG6du0aTzzxRBQXF+fwQbpPSh4LJAAAAAAAAABA7VCnUAe67LLLchihV69e8fzzz+cAQv/+/eOxxx6LbbbZJjp27BjvvvtuoZoDAAAAAAAAAGpDIOGBBx6IAw44IC699NLYcMMN87LVV1899thjj3juuedi+vTpMWDAgEI1BwAAAAAAAADUhkDCJ598EjvuuOP/HbTO/x125syZ+b5+/fpx6KGHxj333FOo5gAAAAAAAACA2hBIaNy4cRQVFeXHyy23XA4lfPXVV6XrV1xxxZgwYUKhmgMAAAAAAAAAakMgYe21147Ro0fnx/Xq1Yv11lsvHn/88dL1Tz/9dKy22mqFag4AAAAAAAAAqA2BhJ122imGDBlS+vdRRx0VgwYNytM47LDDDvGPf/wjunfvXqjmAAAAAAAAAIAlWL1CHejMM8+M3XbbLWbMmBENGzaMP/zhD/HFF1/EXXfdFXXr1o0TTzwxevfuXajmAAAAAAAAAIDaEEhI0zGUnZKhTp06cd111+UbAAAAAAAAAFC7FGzKhlQJYezYsfNdn9albRbF0KFDo6ioqNLbf/7zn3LbDhs2LLbddttYdtllo0WLFnHKKafE1KlTF6l9AAAAAAAAAGAxV0g4+uijY8CAAbH22mtXuv7VV1/N2xx55JGL3FYKF2y++ebllrVp06b08YgRI2KXXXaJtm3bxrXXXhvjx4+Pvn37xocffhhPPPHEIrcPAAAAAAAAACymQEJxcfFPrp81a1aexqEQtttuu+jatet81/fq1SuaNWuWKyosv/zyeVkKShx//PHx9NNPR6dOnQrSDwAAAAAAAACgigMJSZo6oTKTJ0+Oxx57LFZbbbWCtTVlypRYZpllol698kP4/vvv45lnnonTTz+9NIyQpMoMadmgQYMEEgAAAAAAAIAaZ/bs2aaxp+CaNGlS4bz8YgkkXHzxxXHJJZeUhhEOP/zwfJufM888MwohTf2QPkh169bN1RKuvvrq6NChQ143cuTI/EEr+btEgwYNon379vHWW28VpA8AAAAAAAAAS4pU0T5dvL3CCisUrHI9zJ07NxcgSDMUzK9AQZUFEtIJ/lR5IL2577rrrhwOaN26dbltUqdSYmLLLbeMQw45ZFGay6GCAw88MPbcc89YaaWV4p133om+ffvmdocNGxa/+c1v4vPPP8/bVlaNIS178cUXF6rtdu3aVbp8zJgx+cm/+eabK6zr3r17NG/ePCZOnBj33XdfpfufdNJJ+X706NF5Ool5pWOXPG/Dhw+P119/vcI26Tnv3Llzfvzkk0/GRx99VGGbFNDo2LFjfnzvvffGpEmTKmyTKke0adMmP65sPMZkTMZkTMZkTMZkTMZkTDVpTHPmzKl0eyiEW2+9NQ477LBa83kyJmMyJmMyJmMyJmMyJmMyJmMypsrHlH5/SBdZLw7pgu7llltOGIGCSu+n9L4qeX8t1kDCfvvtl2/Jv//971wBYd99942qsvXWW+dbidRW165dY+ONN47zzjsv/4fjhx9+yOsaNmxYYf9GjRqVrgcAAAAAAACoKVL4oX79+tXdDWqg+vXrx7Rp0xZq36LiVN5gKZfSTv/4xz9i+vTp8dBDD0W3bt3ihRdeyJUTyjrooINyhYSSKgqFUFI5YdSoUQU7JgAAUPVmzZqVq7C1OmtIFNVdpKw2lCqeMzvG9e0SM2fO9CMQAAAAi/VcYiqrn6ZrgCXp/VXwX93GjRsXDz/8cJ7KIFlnnXVyFYVWrVpFVVlzzTXzjz0plVEyVUNloYO0rGXLllXWDwAAAAAAAACgCgIJV155ZfTu3TuXAylbeCFN5XDppZfGOeecE1Uhze+SpmNo0qRJbLjhhlGvXr08L0yqiFAiBRZGjBhRbhkAAAAAAAAAUDXqFOpA999/f/Tq1SvWX3/96NevX7z55pv51r9//7wsrRs0aNAitfH1119XWPbf//43HnnkkejUqVPUqVMnmjZtGrvuumsMHDgwpkyZUrrdgAEDYurUqXk6BwAAAAAAAACgahUVly1lsAi22mqrmD59evznP/+JZZZZpty6H374Ibbccsto3LhxDBs2bKHb2HnnnfOxt95661hllVXinXfeidtvvz3Py/nKK69E27Zt83YpCJG22WCDDeKEE06I8ePHxzXXXBPbb799PPXUU7G0zvsCAAAUzqxZs6JBgwbR6qwhUVS34LPZUUsVz5kd4/p2yVX60r9VAQAAqN0W57nEyZMnxworrFDpulThfu7cuVGd0sXldevWjZpowoQJ+bx1ly5don379gt1jMcffzyGDx8eF110UVSFVGDg0UcfjVdffTVGjx4dO+ywQwwdOrQg76/FUiFh5MiRcfjhh1cIIyRpWVr3v//9b5HaSC/gN998E9dee22cdNJJ+Uk74IAD8vQMJWGEZNNNN41nn302t3v66afnF//YY4+NwYMHL1L7AAAAAAAAAEuTFEZouUarfGFGdd5SH1Jfamog4eKLL44RI0Ys9DEef/zxfIyqcsstt8TDDz8ca665ZjRr1iwWl4JeBlRUVLRQ6xbUKaeckm8LYtttt42XX355kdsEAAAAAAAAWFqlyghffTEh1jxjcBTVqZ4qkcVzZ8en13bNfampVRKWRHPnzs1VHBs1ahQDBgyI1VdfPVeq2HDDDRdbHwpWISF1euDAgfHjjz9WWDdjxoy4++67Y6ONNipUcwAAAAAAAAAsoBRGSNNWVsttEYIQn3zySa6e/+tf/zpXyF9xxRWjW7duMXbs2HLb9evXL18kny5aP+OMM2LllVeOxo0bx/777x9ff/11uW3XXnvt2HvvveOll16Kjh075hP2rVu3jrvuuqtC+x999FFur3nz5rHsssvGlltuGY899ljp+jTtweabb54fH3300bkP6Zb6k7z44ot5/1atWkXDhg1zhYJU5f+HH36IEj169Ii//OUv+XHJ/mUv+J82bVqceeaZed90jPRc9O3bN4qLi0u3Kdm3Z8+e+dx8mi4kbfvkk0/mdWnfFEZY3AoWgTn55JPjiCOOiG222SbOOeec0lRFmg8lPRlpuoaUugAAAAAAAACABfHaa6/FsGHDonv37rHGGmvkIEKafmDHHXeMd955J4cE5j1vnaYkuPDCC/O2119/fT5Jf//995fbbvTo0dG1a9c49thj46ijjoo77rgjBwM222yzfDI/+fLLL2PrrbeO6dOn50r+KQzRv3//2HfffWPw4ME57NC2bdu45JJLonfv3nHCCSfEdtttl/dN+yUPPPBA3v93v/td3n/48OFx4403xvjx4/O65Le//W2e9uGZZ56pcE49hQ5Se88//3zua/v27eOpp56KP/zhD/HZZ5/FddddV277f/3rXzFo0KA85pVWWimHL6pTwQIJhx12WLz//vvRp0+fOOSQQyokMc4///w49NBDC9UcAAAAAAAAADXcXnvtlYMDZe2zzz6x1VZbxYMPPpgvmi8rnfR/+umnSysMpGkL/vznP8d3330XTZs2Ld0undt+4YUXSgMEBx10UK4icOedd+YL7pMrr7wyhxJSlYNtt902Lzv++ONj4403zlUY9ttvv1h11VVjjz32yIGE1KfDDz+8XH+uuuqqXNmhRAottGnTJnr16hXjxo3LlRPSfuutt14OJMy7/yOPPJJDBpdddln88Y9/zMt+//vf56oLN9xwQw4erLPOOuXGNXLkyNhggw1iSVDQmgwp+fHee+/lJzWlONLtT3/6Ux70xRdfXMimAAAAAAAAAKjhyp7MnzVrVnz77bf5hP4KK6wQb775ZoXt0wn/stMdpMDBnDlz8tQPZaUT9iVhhCRN8ZCmQkhTNJR4/PHH85QOJWGEpEmTJrmNVH0hVWj4Jf2fNm1afPPNN7l6Qqp88NZbb/3s/qkPdevWzRUaykpTOKRjPPHEE+WW77DDDktMGKGgFRJKpBf/rLPOKvRhAQAAAAAAAKhlfvjhh7jiiity5YI0RUE6CV8iVT2YV6o4UFaaviGZNGnST25Xsm3Z7VKIYYsttqiwXZqmoWT9hhtu+JP9HzduXK6ekCodzNuHyvo/r9RGy5YtY7nllptvH8r61a9+FUuSggcSAAAAAAAAAKAQTj755BxGOO200/LUBmnahVQBoXv37nk6hnmlagKVKRtk+CXbLYo5c+bEbrvtFhMnToxzzjkn1l9//WjcuHEOVvTo0aPS/i+qshUZalwgYfz48XHrrbfGBx98kEtlzPtipTfGc889V8gmAQAAAAAAAKihBg8eHEcddVRcc801pct+/PHHmDx5cpW3vdZaa8X7779fYfl7771Xuj4pO0VEWSNHjsznzvv37x9HHnlk6fJnnnmmwrbzO0Zq49lnn40pU6aUq5Iwbx+WVHUKdaCnn3461l133ejTp088+eSTeW6Njz/+uNyt7HwbAAAAAAAAAPBTUiWDeS+Ev/HGG3P1gaq25557xvDhw+OVV14pXTZt2rS4/fbbY+21144NNtggL0tVD5J5QxJ1/18VhrL9T49vuOGGCm3N7xipD2msN910U7nl1113XQ4x7LHHHrEkK1iFhPPOOy9WWGGFGDJkSKXzaAAAAAAAAADAL7H33nvHgAED8lQNKQCQwgGpYsCKK65Y5W2fe+65ce+99+aT/qeccko0b948VztIF+M/+OCDUafO/13/v8466+Rz5Wk2gVTFIIUL0jnz9ddfP68766yz8jQNyy+/fN5v0qRJFdrabLPN8n1qZ/fdd89hhjQtxT777BM77bRT/PGPf4yxY8fGJptskosFPPzww3kai3T8BfHCCy/kW/L111/nYMVll12W/95+++3zbYkOJIwaNSouueQSYQQAAAAAAACAJUzx3NlLZdupmkA6OX/33XfnqRq22WabHEhIJ+2r2qqrrhrDhg2Lc845J1dlSO1vvPHG8eijj8Zee+1Vul39+vVzUCFdxH/iiSfG7Nmz484774wePXrkbVPI4IorrohGjRrF/vvvHz179szBgrIOOOCAOPnkk+O+++6LgQMH5koKKZCQQg+PPPJI9O7dO+6///583FSd4eqrr44zzzxzgcfyr3/9Ky6++OJyyy644IJ8f+GFF1ZZIKGoeN76FgupZcuW0atXr/zk1Sbt2rUrDWQAAABLj1mzZkWDBg2i1VlDoqhuwbLa1HLFc2bHuL5dYubMmfnHCAAAAGq3xXkuMZX6T1fpzyuV+2+5Rqv46osJUZ1WadEyJowfVzqNAUuX+b2/fk7BfnU78MAD44knnqh1gQQAAAAAAACAJVUKAKQgwNy5c6u1H+lKf2GE2uf/JrUogD59+uS5Lk466aQYM2ZMLiEBAAAAAAAAQPVKQYBUya86b8IItVPBKiQ0bdo0ioqK4tVXX43bbrut0m3S+jRfBgAAAAAAAABQsxUskHDkkUfmwAEAAAAAAAAAQMECCf369SvUoQAAAAAAAACApVyd6u4AAAAAAAAAAFDzFKxCQlnTp0+Pb7/9NoqLiyusa9WqVVU0CQAAAAAAAADUxEBCCh9cffXV8ec//zk+//zz+W43Z86cQjUJAAAAAAAAANT0QML5558fV1xxRbRt2zYOOOCAWHHFFQt1aKi1UoBn7ty51d0NaqA6depE3bp1q7sbAAAAAAAA1GAFCyT0798/dtttt3jyySejqKioUIeFWh1GaLlGq/jqiwnV3RVqoFVatIwJ48cJJQAAAAAAALDkBxK+/fbbXBlBGAEKI1VGSGGENc8YHEV1CvZRhSieOzs+vbZrfo8JJAAAAAAAAFBVCnaWc7311ouvv/46FqfLL788TxXRrl27ePvtt8utGzZsWJx99tnx5ptvxvLLLx8HHXRQ9OnTJ5o0abJY+wiLKoURiuoKJAAAAAAAAABLlzqFOtBZZ50Vf/vb3+L777+PxWH8+PE5YNC4ceMK60aMGBG77LJLTJ8+Pa699to47rjj4vbbb49u3botlr4BAAAAAAAAQG1XsMuui4uLo2XLltG2bds49thj41e/+lWlpcCPPPLIggUgttxyy5gzZ05888035db16tUrmjVrFkOHDs3VEZK11147jj/++Hj66aejU6dOBekDAAAAAAAAwJIunVNNUzlXpzp16tTYqaQnTJiQL5Dv0qVLtG/ffqGO8fjjj8fw4cPjoosuKnj/vv3227jjjjvi0UcfjXfffTdmzZoV66+/fpx++ulx8MEHx1IRSOjRo0fp48suu6zSbYqKigoSSHjhhRdi8ODB8dZbb8XJJ59cbl2q0PDMM8/kJ68kjJCkdtOyQYMGCSQAAAAAAAAAtSaMsPaaq8X4z7+u1n6ssdrKMfbTz2tkKCEFEi6++OJ8kfyiBBL+8pe/VEkg4ZVXXok//vGPseeee8b5558f9erViwcffDC6d+8e77zzTu77Eh9IeP7552NxfWBSCCFNw7DRRhtVWD9y5MiYPXt2dOjQodzyBg0a5Bc/hRgWRrt27SpdPmbMmFyN4eabb66wLr2AzZs3j4kTJ8Z9991X6f4nnXRSvh89enSu3jCvdOxDDjkkP06JmNdff73CNq1bt47OnTvnx08++WR89NFHFbZJz0fHjh3z43vvvTcmTZpUYZsU1GjTpk1+XNl4jGnxjml+fYFCufXWW0v/p1/TP0/GZEzGZEzGZEyVjSn92wKq8rvWYYcdVms+T8ZkTMZkTMZkTMZkTMZkTMZkTMZU+ZjS7w/VfQI+VUZIYYRpvZaL+nWqpw+z5kY07vN17kt1Px+1ydy5c2PmzJn5XPeHH34Ya621VrnP1K677hpXXXVVnH322dG4ceMq6UPB3nI77LDDAt0K8aPOJ598Epdeemml6z///PN8v9pqq1VYl5aldAoAAAAAAABAbZLCCPXrFlXPbRHOSqdzw+nk+a9//etYZpllYsUVV4xu3brF2LFjy23Xr1+/XLH/5ZdfjjPOOCNWXnnlfJJ9//33j6+/Ll8dIlUy2HvvveOll17KAZRGjRrlwMpdd91Vof0UXEntpYDJsssuG1tuuWU89thjpeuHDh0am2++eX589NFH5z6kW+pP8uKLL+b9W7VqFQ0bNow111wzV/b/4YcfouxsBKk6QlKyf7qVmDZtWpx55pl533SM9Fz07ds3iouLS7cp2bdnz55x99135xBC2jaFb371q1+VCyOUbJummJgxY0al4ZxCKSqet5dLsDS3xXrrrRe9evXKT3iy4447xjfffBNvv/12/nvAgAF5eoZXX321NL1UIi1/5JFHYvLkyQXrU0nlhFGjRhXsmJCkuVtSZY9WZw2JoroFK2YCUTxndozr2yUn4urXr1/d3QGAauP7FlXBdy0AAACq61xiOge6wgorzPc3kJnnL5fDAdVh1pziaHDZlIX69/LgwYPjsssui/322y/WWGONHES45ZZbYvnll8/TDaSQQJICACkQ8Jvf/CZXzEhBhLTt9ddfHwceeGDcf//95QIJKYSQnrNjjz02WrZsGXfccUeutp8q8pe8bl9++WVssskmMX369DjllFNyGKJ///55m9Sv1Eba5vbbb4/evXvHCSecENttt13ed+utt84hh7Rfqrq/7bbb5v1TBY/U17TvAw88UDqlwoUXXhjPPPNMPt9d4vDDD8+hg1TJIM1YkPqaZgV46qmn4tFHH43TTjstrrvuunIhg7Zt2+bz5ymYsNJKK+V+zG8aiTSNQ58+ffJF/ZVd8L8g76+fU/Bf3d54440cBkglVVIJiLLSE3DBBRcs9LHTfBYpeZKmbJiflIpJUpJjXj/++GPpegAAAAAAAACWbHvttVd07dq13LJ99tknttpqq3jwwQfjiCOOKLcunfRP03qUVBhI56z//Oc/x3fffRdNmzYt3e7999+PF154oTRAcNBBB+UKBHfeeWeuPpBceeWVOXCQqhykQEFy/PHHx8Ybb5yrMKSQxKqrrhp77LFHDiSkPqUQQVlXXXVVuXPUKbSQpvxIF+GPGzcuV05I+6UL81MgYd790wX3//rXv3IoIwUIkt///ve56sINN9yQgwfrrLNOuXGlwMQGG2zwk89rOp//t7/9LY//58IIi6JggYR0sj+9EZ544omc0kgvcEnxhZLHixJISHNapGRJSrCUnXYhtZtSPSndklIwJU9WydQNZaVlKd0CAAAAAAAAwJKv7Mn8dF74+++/zyf009X6b775ZoVAQjrhX3a6g3TCPVURSFM/pCBBiXTCviSMkKQpHtJUCGWnL3j88cdzVf6SMELSpEmT3MZ5552XKzRsuOGGC9z/adOm5akaUtWCdP48VWRIgYSfkvpQt27dXGmhrDSjQKrSkM7Pp1BCiR122OFnwwgppHHYYYflqgc33nhjVKVFmK2jvJTISINNSY5ULiI9galcRZo/Y5tttskv1LvvvrvQx//ss8/yE5Oe6DTHRcktVWP44IMP8uNLLrkkv+D16tWL119/vdz+qfzHiBEj5luOAgAAAAAAAIAlSzqBn6oPpOoFDRs2zNMQpPBAOpmeqh7Ma94T/Gn6hmTSpEk/uV3JtmW3SyGGFFKYV5oWoWT9zxk3blz06NEjzwSQwgyp7yk0kFTW/3mlNtJF98stt9wC9SGdN/85aUaCJ598MldISFNSVKWCVUhI81sccMABcemll8a3336bl62++uqx88475zktNttsszzfRVq/MFLQ4KGHHqp0GocpU6bkchSpFEUqs5HaGzhwYK7GUPLCpLanTp2aS1cAAAAAAAAAsORLJ8/TNAqnnXZantognQ9OFRC6d++eL2ifV6omUJmS6v6/dLtFMWfOnNhtt93y9AjnnHNOrL/++tG4ceN8MX4KKVTW/0VVtiJDZS6++OK4+eab83QU81aXWKIDCSl5UVImok6dOqVVCZL69evHoYceGn/9618XOpCQki5dunSpsDxN4ZCUXXf55ZfnMhcpWZLKZYwfPz6uueaa6NSpU3Tu3Hmh2gcAAAAAAABg8UrTEhx11FH5fG+JH3/8MVdIqGprrbVWvP/++xWWv/fee6Xrk7JTRJQ1cuTIXO0/zSxw5JFHli5/5plnKmw7v2OkNp599tl8kX7ZKgnz9mFB/OUvf4mLLroohztSQGJxKNiUDSnJUfIkpScihRK++uqr0vUrrrhiTJgwIRaHTTfdNL8oKf1x+umnx+233x7HHntsfrMCAAAAAAAAsHRIlQzmrVpw44035uoDVW3PPfeM4cOHxyuvvFK6bNq0afn889prrx0bbLBB6bnyZN6QRN3/V4WhbP/T41T9f17zO0bqQxrrTTfdVG75ddddl8/P77HHHgs0lvvvvz8XGDjssMPi2muvjcWlYBUS0hM+evTo/ztovXqx3nrrxeOPP16a9Hj66adjtdVWi0IbOnRopcu33XbbePnllwveHgAAAAAAAMDSZlaeHaC4GtteOHvvvXcMGDAgT9WQAgApHJAuTk8XxFe1c889N+6999580j+dzG/evHmudvDxxx/Hgw8+WDpzwDrrrBMrrLBC3Hrrrfni/RQu2GKLLfIUDWndWWedladpWH755fN+kyZNqtDWZpttlu9TO7vvvnsOM6RpKfbZZ5/Yaaed4o9//GOMHTs2Ntlkk3zu/eGHH86VDtLxf04KVaTz9uk522WXXeLuu+8utz7NPtC6detYogMJ6Un4xz/+UZqmSGUzzjvvvPjiiy9yyuOll15abGUfAAAAAAAAAIh80nyN1VaOxn2+rtZ+pD6UnMD/JVI1gXRyPp1ET1M1bLPNNjmQkE7aV7VVV101hg0bls9zp6oMqf2NN944Hn300dhrr71Kt6tfv34OKqTz4yeeeGLMnj077rzzzujRo0feNoUMrrjiimjUqFHsv//+0bNnzxwsKOuAAw6Ik08+Oe67774YOHBgPseeAgnpOXvkkUeid+/eucpBOm4qFnD11VfHmWeeuUDjeOedd2LmzJnx9ddfxzHHHFNhfTpmVQUSiornrW+xkD7//PP43//+FzvuuGM0bNgw5s6dm5+Au+66K79BunXrlsMKaV1N0q5du3w/atSo6u4KNcysWbOiQYMG0eqsIVFUt2DZIYjiObNjXN8u+X886X+QAFBb+b5FVfBdCwAAgOo6l5hK/aer9CuTSv6n87fVKZ1YL5nCgKXPT72/fkrBfnVL0zGUnZIhvaHSvBXpBgAAAAAAAED1SEEAYQCqwy+viQEAAAAAAAAA8DMEEgAAAAAAAACAghNIAAAAAAAAAAAKTiABAAAAAAAAACg4gQQAAAAAAAAAYMkJJNx1110xduzYwvYGAAAAAAAAAKjdgYSjjz46hg0bVvp33bp145577ilUvwAAAAAAAAD4BYqLi6u7C9RAxYvwvlroQELjxo1j+vTpBekEAAAAAAAAAAuvSZMmMWnSJOdtKaj0fkrvq/T+Whj1Frbhdu3axY033hgrr7xyNGvWLC9777334oUXXvjJ/bbffvuFbRIAAAAAAACAStSrVy+WX375+O6776q7K9Qwyy+/fH5/LdZAQp8+feLAAw+MAw44oHTZ5Zdfnm/zS04UFRXFnDlzFrZJAAAAAAAAAOYjnTReYYUVqrsbsOiBhJ122ik++uijeO211+Lzzz+PHj16xAknnBBbbrnlwh4SAAAAAAAAAKjtgYQkpWt22223/DgFErbbbrs49NBDC9U3AAAAAAAAAKA2BhLKmjt3bqEOBQAAAAAAAAAs5QoWSCgxbty4ePjhh2PMmDH573XWWSf222+/aNWqVaGbAgAAAAAAAABqQyDhyiuvjN69e8ecOXOiuLi4dPmZZ54Zl156aZxzzjmFbA4AAAAAAAAAWELVKdSB7r///ujVq1esv/760a9fv3jzzTfzrX///nlZWjdo0KBCNQcAAAAAAAAA1IYKCddff31stNFG8Z///CeWWWaZ0uXt27ePrl27xpZbbpm3OeiggwrVJAAAAAAAAABQ0yskjBw5Mg4//PByYYQSaVla97///a9QzQEAAAAAAAAAtSGQkBQVFS3UugU1atSo6NatW7Ru3TqWXXbZWGmllWL77bePRx99tMK27777bnTu3DmaNGkSzZs3jyOOOCK+/vrrRe4DAAAAAAAAALAYAwkbbrhhDBw4MH788ccK62bMmBF33313ntJhUXzyyScxZcqUOOqoo+KGG26ICy64IC/fd9994/bbby/dbvz48TmoMHr06OjTp0+cddZZ8dhjj8Vuu+0WM2fOXKQ+AAAAAAAAAAA/r14UyMknn5yrEGyzzTZxzjnn5IBCSVWDvn375ukaBgwYsEht7LnnnvlWVs+ePWOzzTaLa6+9Nk444YS8LIUQpk2bFm+88Ua0atUqL+vYsWMOJPTr1690OwAAAAAAAABgCQ8kHHbYYfH+++/nMMAhhxxSYbqG888/Pw499NAotLp168aaa64Zr732WumyBx98MPbee+/SMEKy6667xnrrrReDBg0SSAAAAAAAAACApSWQkFxyySVx5JFHxpAhQ+Kjjz7Ky9ZZZ53o0qVLvi+UVP3ghx9+iO+++y4eeeSReOKJJ+Lggw/O6z777LP46quvokOHDhX2S1USHn/88YL1AwAAAAAAAABYDIGEpE2bNnHWWWdFVTrzzDPjtttuy4/r1KkTBxxwQNx00035788//zzfr7baahX2S8smTpwYM2bMiIYNG/6iNtu1a1fp8jFjxkSzZs3i5ptvrrCue/fu0bx589zmfffdV+n+J510Ur4fPXp0PP300xXWp2OXVJwYPnx4vP766xW2ad26dXTu3Dk/fvLJJ0vDIGWlgEYKZCT33ntvTJo0qcI2nTp1yq9fUtl4jGnxjml+fYFCufXWW3OVmdrweTImYzImYzImY6psTHPmzKl0eyjUd61USbC2fJ6MyZiMyZiMyZiMyZiMyZiMyZiMqfIxpd8fSn6Lh9qo4IGExeG0006Lrl27xoQJE/IUDOmDPHPmzLwuVU5IKgscNGrUqHSbXxpIAAAAAAAAAAAWXFFxcXFxLOVSCmny5Mnx6quvxhtvvBGbb7553HXXXXHEEUeU2+7ss8+Oq6++On788ceCBRJKKieMGjWqIMeDErNmzYoGDRpEq7OGRFHdpTI7xBKqeM7sGNe3Sw5y1a9fv7q7AwDVxvctqoLvWgAAAJTlXCK1XZ2oAVK1hNdeey0++OCD0qkaSqZuKCstS6VRVEcAAAAAAAAAgKpVIwIJJdM0fPfdd7H66qvHyiuvXOm8MGm+mPbt21dDDwEAAAAAAACgdlmqAglfffVVpWVW0/QMyyyzTGywwQZ52YEHHhj//Oc/49NPPy3d7rnnnssVFLp167ZY+wwAAAAAAAAAtVG9QlUoeOCBB+LXv/51bLHFFlFVfvvb38b3338f22+/fa6E8MUXX8Tdd98d7733XlxzzTXRpEmTvF2vXr1yf3baaac49dRTY+rUqXH11VfHRhttFEcffXSV9Q8AAAAAAAAAKGCFhIYNG8Zxxx0Xb731VlSlgw8+OOrUqRO33HJL/O53v4trr7021lhjjXj44YfjjDPOKN1uzTXXjH//+9+xzjrrxLnnnht/+tOfYs8994xnnnkm9xUAAAAAAAAAWAoqJKSQQMuWLXMlgqrUvXv3fFsQ7dq1i6eeeqpK+wMAAAAAAAAAVGGFhOSggw7K0yTMmTOnUIcEAAAAAAAAAGpzhYTk6KOPjmeffTZ22WWXOPPMM2PdddeNZZddtsJ2rVq1KlSTAAAAAAAAAEBNDySkKRKKioqiuLg4Xnzxxflup4ICAAAAAAAAANR8BQsk9O7dOwcSAAAAAAAAAAAKFki46KKLCnUoAAAAAAAAAGApV6e6OwAAAAAAAAAA1DwFDSRMmTIlLr300th2221j3XXXjVdeeSUv/+abb+KSSy6J9957r5DNAQAAAAAAAAA1fcqGb7/9NgcRRo8eHW3atImPPvoofvjhh7xupZVWin79+sV3330X11xzTaGaBAAAAAAAAABqeiChd+/e8dlnn+WqCGuvvXasssoq5dZ36dIlnnvuuUI1BwAAAAAAAADUhikbHnnkkTjppJOiQ4cOUVRUVGF9Cil8+umnhWoOAAAAAAAAAKgNgYSvvvoq1l133fmur1+/fkyfPr1QzQEAAAAAAAAAtSGQsNJKK8Unn3wy3/UjR46MNdZYo1DNAQAAAAAAAAC1IZCw2267xR133BHfffddhXXvvfde9OvXL/bYY49CNQcAAAAAAAAA1IZAQu/evWPatGnRoUOHuO6666KoqCgeeeSROO2002LzzTePJk2axLnnnluo5gAAAAAAAACA2hBIaN26dTz//PM5eNCnT58oLi6OP//5z/mW1j333HPRsmXLQjUHAAAAAAAAACzB6hXyYO3bt4+33norRo0aFe+++27MnTs31ltvvbwcAAAAAAAAAKg9ChpIKNGuXbt8AwAAAAAAAABqp4IHEj7++OMYMmRIjB49Ov/dpk2b2G+//fK0DQAAAAAAAABA7VDQQELv3r3jiiuuiDlz5pRbfvbZZ8c555wTl112WSGbAwAAAAAAAABqeiDhpptuyoGDjh07xplnnhkbbLBBXj5q1Ki45pprclChRYsW0bNnz0I1CQAAAADAEipduDZ37tzq7gY1UJ06daJu3brV3Q0AYHEHEjp06BAvvvhi1K9fv3R5u3btokuXLrH11lvnbQQSAAAAAABqfhih5Rqt4qsvJlR3V6iBVmnRMiaMHyeUAAC1KZAwduzYXAWhbBihRIMGDeLQQw+NXr16Fao5AAAAAACWUKkyQgojrHnG4CiqU9CZg6nliufOjk+v7ZrfYwIJALDkK9g3wZYtW8aMGTPmu37mzJmx+uqrL1Ibr732WvTv3z+ef/75HIBYccUVY8stt8xTRay33nrltn333Xfj9NNPj5deeikHIvbaa6+49tprY+WVV16kPgAAAAAAsGBSGKGorkACAEBtVadQBzrmmGPizjvvjClTplRY991338Udd9yRt1kUV111VTz44IOxyy67xA033BAnnHBCvPDCC7HpppvG22+/Xbrd+PHjY/vtt4/Ro0dHnz594qyzzorHHnssdttttxyMAAAAAAAAAACq1kJHU1MQoKytt946Hn744dhwww3j97//fbRt2zYvf+edd+Lmm2+OVVddNbbaaqtF6uwZZ5wR99xzT654UOLggw+OjTbaKK688soYOHBgXpZCCNOmTYs33ngjWrVqlZd17NgxBxL69euXgwwAAAAAAAAAwBIYSNhxxx2jqKio3LLi4uJ8f+6555auK1n26aef5kDAnDlzFrqzKfQwr3XXXTfatWuXp2gokaoo7L333qVhhGTXXXfN0zoMGjRIIAEAAAAAAAAAltRAQpqeYUmQAg9ffvllDiUkn332WXz11VfRoUOHCtumKgmPP/74QrVTcvx5jRkzJpo1a5arQMyre/fu0bx585g4cWLcd999le5/0kkn5fs0vcTTTz9dYX069iGHHJIfDx8+PF5//fUK27Ru3To6d+6cHz/55JPx0UcfVdgmPR9p/Mm9994bkyZNqrBNp06dok2bNvlxZeMxpsU7pvn1BQrl1ltvjbp169aKz5MxGZMxGZMxGVNlY1qUsDQsyHetww47rNZ8nozJmIzJmIzJmOZV9mIxqAqvvfZajBgxolZ8nozJmIxp6R5T+v2h5Ld4qI0WOpBw1FFHxZLg7rvvziGESy65JP/9+eef5/vVVlutwrZpWfoP2YwZM6Jhw4aLva8AAAAAAAAAUFsUFZfMqbAUeu+992KLLbbI1QtefPHFnC5K99tvv33cf//9cdBBB5Xbvnfv3nHppZfmJNMKK6xQkD6UVE4YNWpUQY4HJWbNmhUNGjSIVmcNiaK6C50dggqK58yOcX27xMyZM6N+/frV3R0AqDa+b1EVfNcCgP/juxZVxfctYGnjXCK1XcG/CaYyKR988EF8++23eTqFeR155JEFaeeLL76IvfbaK5o2bRqDBw8uLXWyzDLL5PtUBWFeP/74Y7ltAAAAAAAAAIAlPJDw5ZdfRo8ePUrnbKksjFBUVFSQQMJ3330Xe+yxR0yePDlXRGjZsmXpupKpGkqmbigrLUtztZiuAQAAAAAAAACWkkDCiSeeGM8++2yccsopscMOO0SzZs2iKqQqB/vss0+uwpDa22CDDcqtX3311WPllVeO119/vcK+w4cPj/bt21dJvwAAAAAAAACAKggkPPPMM9GzZ8+47rrroqrMmTMnDj744HjllVfi4Ycfjq222qrS7Q488MDo379/fPrpp7HmmmvmZc8991wOMZx++ulV1j8AAAAAAAAAoMCBhEaNGsX6668fVenMM8+MRx55JFdImDhxYgwcOLDc+sMPPzzf9+rVKx544IHYaaed4tRTT42pU6fG1VdfHRtttFEcffTRVdpHAAAAAAAAAKCAgYTddtsthg0bFr/97W+jqowYMSLfP/roo/k2r5JAQqqK8O9//zvOOOOMOPfcc6NBgwax1157xTXXXBMNGzassv4BAAAAAAAAAAUOJPTt2ze23XbbfNL/5JNPziGAQhs6dOgCb9uuXbt46qmnCt4HAAAAAAAAAGAxBhJWX331uOKKK+Kwww7LVQlatmwZdevWLbdNUVFRjBkzplBNAgAAAAAAAAA1PZAwYMCA6NGjR66M8Otf/zqaNWtWqEMDAAAAAAAAALU1kHDZZZfFRhttFE8//XSsssoqhTosAAAAAAAAALAUqlOoA40bNy6OP/54YQQAAAAAAAAAoHCBhNatW8f3339fqMMBAAAAAAAAAEuxggUSTj311Pjb3/4mlAAAAAAAAAAARL1CHahRo0ax0korRdu2bePYY4+NX/3qV1G3bt0K2x155JGFahIAAAAAAAAAqOmBhB49epQ+vuyyyyrdpqioSCABAAAAAAAAAGqBggUSnn/++UIdCgAAAAAAAABYyhUskLDDDjsU6lAAAAAAAAAAwFKuTnV3AAAAAAAAAACoeQpWIeGSSy752W2KioriggsuKFSTAAAAAAAAAEBNDyRcdNFFPxlEKC4uFkgAAAAAAAAAgFqiYIGEjz/+uMKy2bNnx5gxY+Kaa66JqVOnRr9+/QrVHAAAAAAAAABQGwIJa621VqXL11lnndhtt91i6623jrvuuisuvfTSQjUJAAAAAAAAACyh6iyORtJUDQcddFD0799/cTQHAAAAAAAAANSGQEJJKOGrr75aXM0BAAAAAAAAADU9kPD555/HrbfeGm3atFkczQEAAAAAAAAA1axeoQ608847V7p84sSJ8d5778XMmTPjnnvuKVRzAAAAAAAAAEBtCCR89NFHeVqGstLfzZs3jwMPPDBOOeWU2GKLLQrVHAAAAAAAAABQGwIJY8eOLdShAAAAAAAAAIClXJ1YikydOjUuvPDC6Ny5c668kCow9OvXr9Jt33333bxdkyZN8rZHHHFEfP3114u9zwAAAAAAAABQGxWsQsLi8M0338Qll1wSrVq1ik022SSGDh1a6Xbjx4+P7bffPpo2bRp9+vTJQYa+ffvGyJEjY/jw4dGgQYPF3ncAAAAAAAAAqE0WKZDQunXrX7R9qmgwZsyYhW5vtdVWi88//zxatGgRr7/+emy++eaVbpdCCNOmTYs33ngjhxeSjh07xm677ZYrKpxwwgkL3QcAAAAAAAAAoIqnbKhTp07UrVv3Z28zZ86MsWPH5tuiaNiwYQ4j/JwHH3ww9t5779IwQrLrrrvGeuutF4MGDVqkPgAAAAAAAAAAVVwhYfTo0T+5vri4OFck6N27d/47TbNQ1T777LP46quvokOHDhXWpSoJjz/+eJX3AQAAAAAAAABqu0UKJPyUp556Ks4+++x4++23Y/XVV8/BhCOOOCKqWprSoWR6h3mlZRMnTowZM2bkagu/RLt27SpdnqagaNasWdx8880V1nXv3j2aN2+e27zvvvsq3f+kk04qDXc8/fTTFdanYx9yyCH58fDhw/NUFZVNndG5c+f8+Mknn4yPPvqowjYpoJECGcm9994bkyZNqrBNp06dok2bNvlxZeMxpsU7pvn1BQrl1ltvzVVsasPnyZiMyZiMyZiMqbIxzZkzp9LtoVDftQ477LBa83kyJmMyJmMyJmOaV9nqtVAVXnvttRgxYkSt+DwZkzEZ09I9pvT7Q8lv8VAbLdKUDZVJXwDSh3DPPfeMTz75JPr06RMffvhhHHnkkVFUVBRV7Ycffsj3lQUOGjVqVG4bAAAAAAAAAKBqFBWneRUK4NNPP40//vGPcc899+SUz+9+97u44IILYsUVV4yqkFJNm2++edx5553Ro0ePCsvvuuuuChUZUsWGq6++On788cdfXCHh5yonjBo1qiDHgxKzZs2KBg0aRKuzhkRR3SorZkItVDxndozr2yVmzpwZ9evXr+7uAEC18X2LquC7FgD8H9+1qCq+bwFLG+cSqe0W+Zvg999/H5dffnnceOON+UR/t27d4oorrsglT6pDyVQNJVM3lJWWpdIohQojAAAAAAAAAABVEEi4/vrrcxghzeeyzTbbxDXXXJOrE1Sn1VdfPVZeeeVK54VJ88W0b9++WvoFAAAAAAAAALXJIgUSzjjjjCgqKsohhM6dO8czzzyTb/OTtj3vvPOiqh144IHRv3//PI3EmmuumZc999xz8cEHH8Tpp59e5e0DAAAAAAAAQG23yFM2FBcX58oD6fZzChFIuOmmm2Ly5MkxYcKE/Pejjz4a48ePz49PPvnkaNq0afTq1SseeOCB2GmnneLUU0+NqVOnxtVXXx0bbbRRHH300YvUPgAAAAAAAABQxYGE559/Pha3vn37xieffFL69z/+8Y98Sw4//PAcSEhVEf7973/nCg7nnntuNGjQIPbaa688pUTDhg0Xe58BAAAAAAAAoLZZpEDCDjvsEIvb2LFjF2i7du3axVNPPVXl/QEAAAAAAAAAKqpTyTIAAAAAAAAAgEUikAAAAAAAAAAAFJxAAgAAAAAAAABQcAIJAAAAAAAAAEDBCSQAAAAAAAAAAAUnkAAAAAAAAAAAFJxAAgAAAAAAAABQcAIJAAAAAAAAAEDBCSQAAAAAAAAAAAUnkAAAAAAAAAAAFJxAAgAAAAAAAABQcAIJAAAAAAAAAEDBCSQAAAAAAAAAAAUnkAAAAAAAAAAAFJxAAgAAAAAAAABQcAIJAAAAAAAAAEDBCSQAAAAAAAAAAAUnkAAAAAAAAAAAFJxAAgAAAAAAAABQcPUKf0gAAAAAAICqM2vWrOruAjVQnTp1om7dutXdDYAaRSABAAAAAABYKhTPnRMN60Y0bty4urtCDbTGaivH2E8/F0oAKCCBBAAAAAAAYOlQXBwz5kRM67Vc1DcpNQU0a25E4z5fx9y5cwUSAAqoxgYSZsyYEb17944BAwbEpEmTYuONN47LLrssdtttt+ruGgAAAAAAsAhSGKF+3aLq7gY1SnF1dwCgRqqx+cEePXrEtddeG4cddljccMMNOc225557xksvvVTdXQMAAAAAAACAGq9GVkgYPnx43HfffXH11VfHWWedlZcdeeSRseGGG8bZZ58dw4YNq+4uAgAAAAAAAECNViMrJAwePDhXRDjhhBNKlzVq1CiOPfbYeOWVV+LTTz+t1v4BAAAAAAAAQE1XIyskvPXWW7HeeuvF8ssvX255x44d8/2IESNizTXX/EXHbNeuXaXL33vvvahTp06sttpqFdY1bdo0ByPmzJkT3333XaX7N2/ePN/PnDkzpk6dWmF92j8dJ/nhhx/ybV4NGjSIJk2a5MfpGOlY81pmmWXyLUl9SX2aVzpGOlYyceLESvtrTIt3TMmEO3tGUZgLjcIp/n9zoaX/DhYVFZWGtkree99//32ln6fGjRuXfp4mTZpU6bHTf3dLPk/pOJVp1qxZvk+fgWnTplVYn/Yv+e93+iz9+OOPFbapX79+uc/TrFmzKmxjTNU/Jv8tNyZjMqalZUy+b1FV37XKvvd8jzCmQo3Jf8uNyZiMaWkZU/rvXuK7FoVWXPx/37c2ubXi/5OhEFq1alVhWW39b7kxFWZMo0ePLt0WaqOi4pL/e9cgaWqGVVddNZ577rlyy995550cLLj11lvjt7/9bUECCe+//37+j1Jl/4MCWBKNGTMm36+zzjrV3RUAgBrHdy0AgKrl+xawtBk3blwOS3/xxRfV3RWoFjWyQkJKPDVs2LDSKw1K1v9So0aNKkjfAKpbScDKf9cAAArPdy0AgKrl+xYALF3qRA2UKhbMmDGjwvKSkoklZVYAAAAAAAAAgKpRIwMJq622Wnz++ecVlpcsa9myZTX0CgAAAAAAAABqjxoZSGjfvn188MEH8f3335db/uqrr5auBwAAAAAAAACqTo0MJHTt2jXmzJkTt99+e+myNIXDnXfeGVtssUWsueaa1do/AAAAAAAAAKjp6kUNlEIH3bp1i/POOy+++uqraNOmTfTv3z/Gjh0bf//736u7ewAAAAAAAABQ4xUVFxcXRw30448/xgUXXBADBw6MSZMmxcYbbxyXXnpp7L777tXdNQAAAAAAAACo8WpsIAEAAAAAAAAAqD51qrFtAAAAAAAAAKCGEkgAAAAAAAAAAApOIAEAAAAAAAAAKDiBBAAAAAAAAACg4AQSAAAAAAAAAICCE0gAAAAAAAAAAApOIAEAAAAAAAAAKDiBBAAAAAAAAACg4AQSAAAAAAAAAICCE0gAAAAAAAAAAApOIAEAAAAAAAAAKDiBBIClyEUXXRRFRUXxzTffVHdXAABqraFDh+bvZOm+RI8ePWLttdf+xcdKx+nZs2eBewgAsORL35323nvvhfrutSj69euXjzd27NiCHA8A+GkCCQAAAAAAQI3Sp0+fGDJkSHV3AwBqvXrV3QEAAABY2v31r3+NuXPnVnc3AABqnO233z5++OGHaNCgwS8OJHTt2jW6dOlSZX0DAH6eQAIAAAAsovr161d3FwAAaqQ6depEo0aNqrsbAMBCMmUDwFLom2++iYMOOiiWX375WHHFFePUU0+NH3/8Ma9L89+lefDSfHjzSssvuuiictvN71Z2Tr3KbjvuuONiHjUAwOLz2WefxbHHHhstW7aMhg0bxq9+9av43e9+FzNnzqx0+x49euR5kMtKFRNuuOGG2GijjfKP6CuvvHJ07tw5Xn/99Z9s+7LLLss/vN94440FHRMAQFX43//+l38reuSRR0qXvfHGG3nZpptuWm7bPfbYI7bYYotyy1566aXo2LFj/r7UunXruOuuu8qtHzp0aD5Wui/x4YcfxoEHHhgtWrTI+62xxhrRvXv3+O677/L6tP20adOif//+pb9lpe9rP+WJJ56I7bbbLho3bhzLLbdc7LXXXjFq1KhFem4AABUSAJZKKYyQfvC+4oor4j//+U/8+c9/jkmTJlX4B9tPST+IDxgwoNyyWbNmxemnn15aAi+VxJt3m08++STOP//8WGWVVQo0GgCAJcuECRPyj+KTJ0+OE044IdZff/0cUBg8eHBMnz59gY+TAg0p4Jl+eD/uuONi9uzZ8eKLL+bvbx06dKh0n/Q9K5UXvu222+L4448v4KgAAKrGhhtuGCussEK88MILse++++Zl6TtPClj+97//je+//z5fVJPCmsOGDcvfr0qMHj06T6uQvjcdddRRcccdd+TgwGabbRbt2rWrtL0UEN19991jxowZcfLJJ+dQQvqu9s9//jN/f2vatGn+PSt9/0rf6UraW2eddeY7hrR9aj8d96qrrsrf+W655ZbYdttt46233qoQPAUAFpxAAsBSKF2h9/DDD+fHv//97/M/6m6++eY466yz8uMFkdLehx9+eLll6VhTp06NZ555Jv+dUunpViJVYUj/EEtXCqYQBABATXTeeefFF198Ea+++mq54MAll1wSxcXFC3SM559/PocRTjnllFwlocSZZ54532Ok73LXXXdd3HnnnfkHcQCApUEKHmyzzTY5hFAiPe7SpUv+/SqFEFKVqJJwQqpCUOL999/PQYaSZekinDXXXDN/H+rbt2+l7b3zzjvx8ccfxwMPPJDDDCV69+5d+jj95nXiiSfm37Xm/f1rXum3sPSdLQUYbr/99tLl6fvYr3/96xwWLbscAPhlTNkAsBRKwYGyUho8efzxxxf6mKm6Qgo1/OlPf4qddtqp0m1OOumkGDlyZDz44IM5fQ4AUNOkK/eGDBkS++yzT6VVDEqmtvo56ftS2vbCCy/82WOkgELPnj1zcGHgwIHCCADAUicFCt588808TULJNAx77rlntG/fvjSokO7T96B0sUuJDTbYoFxAIVX0TCGAjz76aL5tpQoIyVNPPfWLqlfNT7owJ1VWOOSQQ/I0qSW3unXr5uklUtAUAFh4KiQALIXWXXfdcn+nknMpjT527NiFOt6IESNyajz9w+uMM86odJtUNjil09P9lltuuVDtAAAs6b7++ut85V4qPbwoxowZk6tKNW/efIGCoenKvFQWOH0fAwBY2qRQQZqe6pVXXskVDr766qu8bNSoUeUCCSmAUPb7UatWrSocq1mzZnlq0p+qHJp+v7r22mvj7rvvzu2kqSJSJYSSsMIv8eGHH+b7nXfeudL1C1qNFAConEACQA1Q9iq7+V21N2fOnEqXp3/gHXjggbHeeuvF3/72t0q3GT58eJx66qm5dF3Zef4AAFh0qcRxCojedNNNuUzxgoQYAACWJKmyVKNGjfL0CylksMoqq+TfmlJYIFXknDFjRg4k7L///uX2S1UIKvNz02Rdc8010aNHjzwlxNNPP52nXLjiiiviP//5T6yxxhq/uEJWMmDAgEorgtar5zQKACwKUzYALIVKktslRo8enf/xtPbaa+cUeZJKzZX1ySefVDhO2uewww7L2z700EOx7LLLVnqVYJqPL5XY+8tf/lLwsQAALElSmeB0Fdzbb7+9SMdJFawmTJgQEydO/Nlt27Rpk39IT9un+ZWnTJmySG0DACxuDRo0iI4dO+bQQbqVTMOQ7lMYIVUy+PLLL2P77bcvWJsbbbRRnH/++TkEkdr87LPP4tZbb/3FU22l721JClHsuuuuFW477rhjwfoMALWRQALAUmjeYMCNN96Y7/fYY4/8A/pKK62U/zFWVkqjz+viiy/O8+3de++9udxdZVUVunfvHjNnzszzIKd/XAIA1GRpGqwuXbrEo48+Gq+//vovvlqvRKpAlbZN37cW5Bgbb7xxPP744/Huu+/GPvvsEz/88MNCjgAAoHqk8MGrr74azz//fGkgIf1G1bZt27jqqqtKt1lUaXqtND3EvOGE9D0uhR9KNG7cuMIFO5XZfffd8+9pffr0iVmzZlV6sQ4AsPDUGgJYCn388cd5brx0BV2am2/gwIFx6KGHxiabbJLXp6kVrrzyynyfSualcMIHH3xQ7hgjR46MSy+9NCfT07x+6RhlpXn3Uqr8X//6V5x44on5H5NlrbrqqrHbbrsthtECACxe6cfoVLFghx12yNNVpR/RP//883jggQfipZdeWqBj7LTTTnHEEUfEn//851zdKn1vS9Wp0tV7aV3Pnj0r7LPlllvmssN77rlnrlA1ZMiQqF+/fhWMEACg8FLY4PLLL49PP/20XPAg/fZ022235cqev3Q6hcqk36rSd6lu3brlaSFSOCFNt5Cmf0ih0BKbbbZZPPvss3HttddGy5Yt88U4W2yxRYXjpTDCLbfckr+7bbrppvninFQ1a9y4cfHYY4/l6bXS1FoAwMIRSABYCt1///3Ru3fvOPfcc/M8dukfYVdffXXp+rQupbcHDx4cgwYNypUTnnjiiVx6rsS3336br87797//nW/zSoGEkgR4CiaULXmXpB/oBRIAgJpo9dVXz1f3XXDBBbm8cLoKLy1L36kqm+Jqfu68885c+eDvf/97/OEPf4imTZvmsOjWW28933123nnn/P0t/ZiefhS/55578tV+AABLuvQdJ4UC0velkotmkhROSIGEQlRHSNKxU1WDVNEqTdNQ0l767SsFPEukIEIKl6ZpHVL1qaOOOqrSQEKSLvRJoYV0gU/6jS1VWkjf/1Kfjz766IL0GwBqq6LiBa03CQAAAAAAAACwgFxmAQAAAAAAAAAUnEACAAAAAAAAAFBwAgkAAAAAAAAAQMEJJAAAAAAAAAAABSeQAAAAAAAAAAAUnEACAAAAAAAAAFBwAgkAAAAAAAAAQMEJJAAAAAAAAAAABSeQAAAAAAAAAAAUnEACAAAAAAAAAFBwAgkAAAAAAAAAQMEJJAAAAMBSYscdd4y11167ursBAAAAsEAEEgAAAGARDR06NC666KKYPHnyIh8rHWfIkCEF6RcAAABAdRJIAAAAgAIEEi6++OKCBBLSceYXSHj66afj/fffX+Q2AAAAABaHeoulFQAAAGCRNWjQoLq7AAAAALDAVEgAAABgiTJlypS44IILYsstt4yVV145n4Rfe+21o2fPnjFx4sTS7caOHRtFRUV5ioMnnngib7/MMsvkfX7729/GtGnTyh03bZe2/+CDD6J3796x1lprRcOGDaNt27Zx9913V9qXJ598MnbaaadYfvnl87Hbt28ff/nLX6K4uLh0mx133DFXNUh+9atf5TZK+vVLxpOqLKT9kv79+5cep2RZSVtp33m9+uqrsffee0fz5s2jUaNGsf7668ell14aM2fOXOTnAAAAAGBhqZAAAADAEuWzzz6L22+/PQ444IA4+OCD8wn24cOHx2233RYvvfRSvPbaa1G/fv3S7VMY4aabbsohhB49esRzzz2X908n3m+99dYKxz/qqKPyulNOOSXq1KkTN998cxx++OGxzjrr5NBAib///e9x/PHHR6tWreIPf/hDNGnSJAYPHpyDBP/9739zG8kf//jHHAR46KGH4rrrrouVVlopL994441/0XhSKGDAgAFxxBFHxHbbbRcnnHDCAj1fKTSx77775tDESSedFC1atIjHH388Bw6GDRsWjz32WB7nwjwHAAAAAIuiqLjsZR0AAABQzdJV/elkednQQfK3v/0tBwQGDRoU3bp1yxUSUkWCVLng7bffjtatW5du27lz5/jXv/4VkyZNisaNG5dWB0iVDPbYY4/45z//WXqS/tNPP80n4rt27Rr33HNPXvbdd9/FGmusEcstt1z873//Kw0ZzJ49O/bcc8945pln4sUXX4xtt9223LE//vjjChUMFnQ8JdK2KTDQr1+/Cs9NqpCQxp1uyZw5c6JNmzbx5Zdf5n6mxyWOOeaYuPPOO3PIIYUNfulzAAAAALCoTNkAAADAEiVNaVBy8j4FACZPnhzffPNN/H/t3QeYVdXZP+xnaKIgVVRQEQErFqJYYgFRJNhRkWBDFCXGYCEaW+wFNdaosSdS7GLE3oOKFWtCUKOAggiKUhREqfNda7//mY9hBqXsYWDmvq/r5JzZe5+91jplIrN++1l77LFH8fIECzvooINKhBGSvfbaK+bOnZsFBBbVr1+/EhUDNthgg9h0002zZQyKPPfcczFz5sw46aSTisMISY0aNeLcc8/NHj/88MPlMp6l8d5772XhhFRVYeEwQlK0ZERZ/VyS1wAAAABgeQkkAAAAsNK544474le/+lVW/aBhw4bRpEmT7Ar+ZOrUqSWOXTSMkDRu3Di7nzJlSql9izt+4WPHjh2b3W+11Valji3aNmbMmHIZz9L4uX6mpSbSMg5l9XNJXgMAAACA5VVjuc8AAAAAOfrrX/8ap556anTq1CluvvnmaNasWay22mpZdYG01MCCBQtKHF+9evXFnqusVQoXd3x5rWi4tOPJU1r+oSwr+jUAAAAAqiaBBAAAAFYqAwcOjBYtWsSzzz5bYlmBjz76aIX1oah6wahRo2K//fYrse+///1viWN+buK/vMezcD8X9cUXX8R3331Xop8AAAAAK5IlGwAAAFipFF29v3DlgHTl/sUXX7zC+rDXXntF3bp146abbopp06YVb58/f35cdtll2eNDDjmkeHs6dnHLLyzteNK5lnQZh7QMRAo7DB48OMaNG1diX9H5F+4nAAAAwIqkQgIAAAArlUMPPTTOPPPM+M1vfhPdunWLWbNmxSOPPBJz5sxZYX2oX79+XH/99XH88cdHu3bt4thjj406derEkCFD4rXXXsu277rrrsXH77TTTtl96vcRRxwRtWvXji233DK7Le140rleeOGFuPLKK6N58+ZZ9YUePXqUeWwKO9xyyy1xwAEHxPbbbx8nnHBCrL322vH000/HU089lbV5+OGHl9OrBAAAAPDzBBIAAABYqZx++unZ/Z133hn9+vWLxo0bx4EHHphVJmjUqNEK60fv3r2jWbNmWTDgiiuuiLlz58amm24aN954Y/zhD38ocewuu+ySHXfrrbdmYYV58+bFBRdckAUSlnY8N998c3b+tH/GjBnZtsUFEpIuXbrEK6+8EpdccknWtxR4SFUTUoWEFIRYeJkIAAAAgBWpoDDViQQAAAAAAAAAyJHLJAAAAAAAAACA3AkkAAAAAAAAAAC5E0gAAAAAAAAAAHInkAAAAAAAAAAA5E4gAQAAAAAAAADInUACAAAAAAAAAJA7gQQAAAAAAAAAIHcCCQAAAAAAAABA7gQSAAAAAAAAAIDcCSQAAAAAAAAAALkTSAAAAAAAAAAAcieQAAAAAAAAAADkTiABAAAAAAAAAMidQAIAAAAAAAAAkDuBBAAAAAAAAAAgdwIJAAAAAAAAAEDuBBIAAAAAAAAAgNwJJAAAAAAAAAAAuRNIAAAAAAAAAAByJ5AAAAAAAAAAAOROIAEAAAAAAAAAyJ1AAgAAAAAAAACQO4EEAAAAAAAAACB3AgkAAAAAAAAAQO4EEgAAAAAAAACA3AkkAAAAAAAAAAC5E0gAAABYArvvvnsUFBREZfLpp5/GQQcdFOuuu242tgYNGlR0lyqtFi1aZDcAAACAqkQgAQAAWGHSpHe6bbjhhvHTTz+VeUyatE3HzJs3b4X3ryqZP39+dO3aNZ566qnYb7/94oILLoizzjorqor0GUshk7xUxsAKK1avXr2yz9Dnn3+ey/kGDBiQnS/dAwAAQEWpUWEtAwAAVdb48ePj+uuvr1IT4Cubzz77LD788MM4/vjj4/bbb6/o7lR6L774YkV3AQAAAGCFUyEBAABYoRo2bBiNGjWKK664Ir799tuK7k6VNXHixOy+WbNmFd2VKqFVq1bZDQAAAKAqEUgAAABWqDXWWCPOO++8+O677+Kiiy5aoue89NJLWenxCy+8cLHLPKTb4sqVP//887HbbrtF3bp1o0mTJnHMMcfE9OnTs+Pef//9bMmCFJRI+w844ICfLZk+e/bsOPfcc2OjjTaK1VZbLZtkTuOYM2dOmcd//PHHWSn2DTbYIGrVqhXrrLNOHH744fG///1vsSXbx44dGzfeeGNsvfXWsfrqqy/x0gLvvvtuHHLIIbH22mtnfUtLY5x44okxadKkEselNjp06JA9Tn0vWkpjca/vwtLrmdpo2bJl1rd69erFLrvsEnfffffPLmWQluDo379/bLzxxlnf0utx5plnlvm6FS2nkAIrffr0iaZNm2bPadOmTdx1111ltrNgwYK49dZbY/vtt8/exzp16mSPb7nllmzfwv0vWlrh5ZdfLh77ouNf0nGmz0p6bjpXUd+Lbgu/b2V9Ros+Tymcs9VWW2XfjdRO+qw++OCDpY4tait9TtLjHj16xFprrRW1a9eOdu3axRNPPFHqOen1veGGG2LbbbfNPuOpjdSPAw88MF544YVYEgt/Lq+99trYbLPNsjbXX3/96NevX3z//fdlPm/ChAnRt2/f7DVM71/jxo2z79fbb79d6tj02qc20nf93nvvjR133DF7H8t6zcr63J9yyimxzTbbZGGn1Lf0OTvttNNi2rRppY5f+HfDsGHDsvdpzTXXzF77fffdNz766KPFvgbpdb/tttuy9yu1k77P6TOafp8t73dy4MCB2eP0u6XoM7Tw+JdmnGlM6fdcku4X/lwu/Pst9fvss8+OTTfdNDtf+oz85je/KfOzsfDv4REjRmSvVepHnstMAAAAUPlYsgEAAFjh/vCHP8RNN92UTeydfPLJ2aRaeXnssceyidoUOjjhhBPi9ddfzyYi0wTa5ZdfHnvuuWc2Ady7d+8YOXJkPP7449nE63/+85+oVq10hrt79+7ZhGq3bt2iZs2a8eijj2YTdO+8807WVtFkd/LMM8/EwQcfHHPnzo39998/WrdunU3S/vOf/4wnn3wymwxNE8WLSpOOw4cPzyb89tlnn6hevfovjjONMU18FhYWZn1LE59pAjNNyKc+vvrqq9lEZ3LBBRdk408ToCmYUDRxviTBh9///vdZMKB9+/ZZUGDKlCnx1FNPxVFHHZWFLC655JIyn5dCGGlMe++9dzbxm57zl7/8JSZPnlxmyCAFRlIAIIU40njSxP1DDz0Uxx57bPa+HH300SWOT+2niewUdDjuuOOy9+GRRx7JJn/T2O+5557suLZt22bjT0GM9BqlieYiC49/ScfZoEGD7HzpMzVu3LjscZFfmkxPYYE0+ZvCDGmSP30vZs2aFUOGDInf/va38cEHH2QhjkWldnbYYYdsoj/1Z+rUqfHAAw8Uhww6duxYfGwa33333Rdbbrll9OzZMwtXpOoY6TVJn89OnTrFkkrhg1deeSX7DqS2nn322WzplfS+pvOlCe0i7733XnTu3DnrWxpj+h6kgMnQoUNj1113zd6b9Nle1DXXXJMFiNL3JY1jcRP9C7vjjjuy86XPchpPCqCkz34KTzz99NPx1ltvZYGDsr4z6buRPpPpd0NawiS9x+n7nR6nsMeizjjjjGzcqX9pfOk7nNofPXp0/Otf/1qu72R6bf79739n3//0uUqK7pd2nOl9T89N7aT3Kn3uixSds+g7lsaawjunnnpq9h6lMEwaW+rn7373u1KvwRtvvJH97kzvY/o+puek7ykAAACUqRAAAGAFSf8EWW+99bLHDz30UPbzQQcdVOKYDTfcMNs+d+7c4m3Dhg3Ltl1wwQVlnjc9J90Wdtddd2XPqV69euFLL71UvH3+/PmFnTp1yvY1bNiw8O677y7xvGOPPTbbN3To0BLbO3TokG3feOONC6dOnVq8/ccffyzcaaedsn2DBg0q3p6OadCgQWHjxo0LR40aVeJcI0eOLKxTp07hr371qxLbjz766Ow8zZo1Kxw7dmzhkpoxY0Zho0aNCqtVq1b4yiuvlNh3xRVXZOfca6+9Smz/pdd0cUaPHl1q2+zZswv32GOPwho1ahROmDChzNdt2223LZwyZUrx9pkzZxa2atUq6/OkSZNKPCcdn269e/cunDdvXvH29Dqm93PzzTcvcfy9996bHZ9ez/RaLNzGdtttl+275557SrWR+pb3OBenrM9o//79s+fsvffeJT7vX3/9dfH34LXXXive/tlnnxW/NhdeeGGJcz3zzDPF5yoyffr0woKCguw1WPh1LPLtt98WLomiz2X6LH/++eclvksHH3xwtu/iiy8u3p7Gkt7b1VZbrcR3L/nyyy+zz/e6665b+NNPPxVvT5/DdJ411lij8L333itcGqlPZY3vzjvvzM6ZvgOL+93wwgsvlNh31llnZfuuvPLKMl+DDTbYoHDcuHElxrrbbrtl+956663l+k4WtZHe5zzHme7L0qdPn2x/ul+wYEHx9k8++aSwXr16hbVq1SrRl6LfGel26623lnlOAAAAWJQlGwAAgAqRrhj+9a9/nV3xm64ULi+HHXZY8fIESbq6Pl1VnqSrxo844ogSx6eryJN0dXpZ0nITqax5kXRVeLpaOPnHP/5RvH3QoEHZFcjpSvwtttiixDlSu8cff3y2XES6Ormsq7CLrpxeEukq6HQlerqqPlV7WFgq556u1E9XnY8fPz6WV1qiYlHp6uh0dX9aluHFF18s83lXXnllVt69SFpSIb326SrvVF1iUWlpgXTl98LVIdLrmK7oTiX1Z86cWby96HVPSx+kMv8Lt5HaTe68884VMs6lkfqdKjmkcdao8f8XMEzl/dPnbHH9Tlfap2VDFpaqEDRv3jwrpV8knTtlL9JSAWVV+0hLKCyNdOV+artIOudVV12V3S/82U/VP8aMGRMnnXRSie9e0qxZs+zz/dVXX5X5GqblD371q18tVb9Sn8qqIpKu3k/VOFJFg7KkJS9ShZRF208Wfh0Xdv7552evc5H0vhUtjbDwc8rjO7ms41xcdY60/Ej6vqTfXwtXdkkVa1LlmnRM+j22qFRtoazKCQAAAFAWSzYAAAAVJpVn33nnneP000+PN998s1zaaNeuXaltaVI02W677UrtW2+99bL7tLRCWRadYE1S6fI0UZgCBguXNU9SCfa0pMOiPvnkk+w+Ta4vGlhI5fiXRiqPn+yxxx6l9qUJ07TsQFqiIfVv4cnUZZEmUNMkf5pMTo9//PHHEvu//PLLJX4f0vIKybRp00rtS5OiaZL1555TFD5I40+T4mUtOZHer0Xfm/Ic55KaMWNGVuY/fd7Scg2LKnovy+p3mhAua2I6vTZFn7skvX5paYG0DEl6Tlo+IE2O77jjjlngY2mV9dlPy0akdtPnKwVw0nIARX1IS0uU9dn/9NNPiz/7iy7bsLSf/SQtiZKWf7n//vuzgE9a5iEFXfL+TC7Nc8rjO7ms4yxLWnYkLQ+SAj4LB4WKpH5feumlZX7+luU9AgAAoOoSSAAAACpMqpCQKiUMGTIkHnjggexq4rzVr1+/1Laiq9F/bl+a/CvLOuusU+Zz0nrzkydPLt42ZcqU4nXff87CV/oXWXfddWNppInJpGnTpmXuL9qeJoyXx9ixY7PJyDTxmia20zrz6TVMk+NpcnXgwIExe/bsMp9btG59Wa/1/Pnzl+j4xT0njT9Nqpa1jn1Z7015jnNFvGc/99osPEGdpO9VClbce++9ccEFFxRX9Ujfu6uvvrrMz/PiLO7Y9HlN4YM0ptS3os/+Qw89VO6f/ST93kiVVlI44sADD8zOkapCJNdff31un8mleU55fCeXdZxlWZ7+Lct7BAAAQNUlkAAAAFSoVC48lTc/++yz46CDDirzmKJy86lUflmKrsxeEb7++utSVzSnfn377bclrugvCjukCglbb731UrWxcPn0JVHUViqDX5ZJkyaVOG5ZpaUF0mTzXXfdFb169Sqx77777ssm6itCGlcqj59CJDVr1vzF92ZlGOeKes9WX331rEpBun3xxRfxyiuvxIABA7Jy/SlcMXz48KX67G+66aaltheNoaivRffpe33AAQeU62c/LfeRJuk7deoUTz/9dImlL1I44y9/+UtUhLzf37zHuTz9W9r3CAAAgKqt9CKSAAAAK1Dr1q3jxBNPjM8++yxuvPHGMo9p2LBhdp8mVBeVyt4XXe27Irz88sultr366qvZ1dG/+tWvirfttNNO2f3STPguq6J2X3rppVL70oR8UR+23Xbb5WonvdZJKv2/JK/LipLGnyZl02T7otK29N4sOvYUclncVfDLMs6iJRQWd85FrbnmmtGqVauszH7REgYLGzZsWC7v2aJLCxxxxBHx7LPPZt+79LktqmawJMoae6omkb6XLVq0KA4FrcjPftF7lYIPC0/SJyNGjCi11MaKsizfyZ/7DC3LOH/ufClYkpbtSIGpsqoglMfnDwAAgKpJIAEAAKhw559/fjaZedlll5VZxn2zzTbLrnBPV1wvXHo/TcKdfPLJK7Svl1xySYm14n/66aesukNyzDHHFG9Pj9OYLrroomzCcFFpAr2sycpl0bVr12zJgnT1/ptvvlliXyrlnsIe6crqJV2rfnHSpHOyaL/TBPedd94ZFeXYY4/N7tP7MGvWrOLt6fFZZ52VPe7du3eJ5zRu3LjMgMuyjjOdLxk/fvxS9buwsDD+9Kc/lZg0ThUd0uds4bEti2+++SZGjhxZavsPP/yQfc/SxHZZy1wszl//+tdsaYaFP8Op7+l+4c9+Wk4ghS3+9re/xVNPPVXmud54440S79WyWtx7lX5P/OEPf4iKsizfyZ/7DC3LOH/ufOl9T+GUGTNmxHnnnVdi35gxY+KGG27Iqo0cddRRSzFqAAAAKM2SDQAAQIVLE3fnnHNOnHHGGWXuTxNjp5xySjZJm648Tks7pKuMn3/++WjWrFl2W1E233zzaNOmTXTr1i3rVwpJpAm8fffdt8TkXZoMHDJkSNbXdMX4nnvumT0vlTtPE+FpQjZdnZ4CDcurbt268Y9//CMOPfTQ6NChQ3afJjrffffdeO6557I132+77bblbidVskjLGKTzp/Gn1/2///1vPPPMM9G9e/d44IEHoiIcfvjh2fvw4IMPZq9xmgxOr/PQoUOzid/f/va32eTrwtL7cf/998f++++fXQWe3sv27dtnt2UZZzrfQw89FAcffHDss88+2VIJG2644c9O6J5++ulZ+f3U92222SZ7XpqkT+dJE83p+7Drrrsu8+uSqi+k78tWW22VLRuSKiR8//338cQTT2Sl+lOYJ1VqWFK77LJLtG3bNns9Uyn/FNBIV9hvt912Jb676bX85z//Gb/5zW+y78XOO++cPS9dkZ8++2+//XZWWSEtC5C2LY/tt98+61dqL7WTXq+0tER6XVMVgBX5u2F5v5PpM3TVVVfF8ccfn1XnSO9NCjX17dt3mcb561//Ont9UwAi/a5JbSYnnXRS9v5dccUVWaWGm266KXtPOnbsmIVh0vcoBRXS9o022miFvWYAAABUTgIJAADASiFNjt58883ZuvZlSZUG0uTaHXfcEbfffns2udajR4+48MILY4sttlhh/UyTdSkYcc8998TEiRNjvfXWy/qQrsRfdG31NMH4n//8J66++ups8jZN/qUrk9Pk4R577FHmkgDLKl2V/tprr0X//v2zttIyFuk1OuGEE7IroPOYmE2T2qmU+7nnnhtPPvlkFgpJE+lpkjRNnFZUICFJV6Knid80CVw00ZvCI6eddlr8/ve/L/Nq//R+vfjii9lV/Okq/wsuuCALJCzLOI877risekAKOfzlL3/JnpP683OBhPRZSKGaa6+9Nu69995syZJUtSC1lSaRDzvssOV6TdJV9el7k66qT+NJk80p/JMmsNNkdPr+LI3rrrsuHnnkkew7mL6nKXSTgkIXX3xx1K5du8Sx6TVMYYU0thSASAGPtExG06ZNs5BE6tdaa60VyystS/DYY49l71V6H9OV/ek7md6PtG1F/m5Y3u9kCnBcc8012eub3v85c+ZkoZYUSFiWcaalbh5++OHstR4wYEBWGSM58sgjs0BC+iykYNTll1+efbbTe5WCNDvssENW+aJz584r7LUCAACg8iooTPUhAQAAAMrQq1evGDhwYFZtomjpAAAAAIAlUW2JjgIAAAAAAAAAWAoCCQAAAAAAAABA7gQSAAAAAAAAAIDcFRQWFhbmf1oAAAAAAAAAoCpTIQEAAAAAAAAAyJ1AAgAAAAAAAACQO4EEAAAAAAAAACB3AgkAAAAAAAAAQO4EEgAAAAAAAACA3AkkAAAAAAAAAAC5q5H/KauWddddN3744Ydo3rx5RXcFAAAAAAAAWImMHz8+6tSpE1999VVFdwUqhAoJyymFEebOnVvR3QAAAAAAAABWMmkeMc0nQlWlQsJyKqqMMGrUqIruCgAAAAAAALASadOmTUV3ASqUCgkAAAAAAAAAQO4EEgAAAAAAAACA3AkkAAAAAAAAAAC5E0gAAAAAAAAAAHInkAAAAAAAAAAA5E4gAQAAAAAAAADInUACAAAAAAAAAJA7gQQAAAAAAAAAIHcCCQAAAAAAAABA7gQSAAAAAAAAAIDcrXKBhE8//TR69OgR66+/fqyxxhqx2WabxcUXXxyzZs0qcdzrr78eu+66a3bMuuuuGyeffHLMnDmzwvoNAAAAAAAAAFVJjViFfPHFF7HDDjtE/fr1o2/fvtGoUaN444034oILLoh33303Hn300ey4Dz74IPbcc8/YfPPN49prr40JEybE1VdfnYUZnn766YoeBlBO5s+fHwsWLKjoblAJVatWLapXr17R3QAAAAAAAFilrFKBhMGDB8f06dPj1VdfjTZt2mTb+vTpk01ADho0KKZNmxYNGzaMc845J7t/6aWXol69etlxLVq0iOOPPz6ee+656Ny5cwWPBCiPMEKz9ZvH5K8mVnRXqITWXrdZTJwwXigBAAAAAACgsgYSvv/+++x+nXXWKbG9adOm2dWrtWrVyo55/vnno1+/fsVhhKRnz57ZtgcffFAgASqhFExKYYQN/jgkCqqtUr/aWMkVLpgXX1zbLfuMCSQAAAAAAAAsuVVq1m733XePK6+8Mnr37h0XXXRRNG7cOF5//fW45ZZb4uSTT446derEa6+9FvPmzYt27dqVeG4KK7Rt2zbef//9ZWq7qCLDosaMGZNVY7j55ptL7evRo0e2rMTUqVPj/vvvL/P5J554YnY/evTorHrDotK5DzvssOzxiBEj4p133il1TMuWLaNLly7Z42eeeSbGjh1b6pj0eqTlLpL77rsvqyaxqBTUaN26dfa4rPEYkzGtzGNKFRKSFEYoqL5K/WpjFZE+ew8//HCV+D4ZkzEZkzEZkzEZkzEZkzEZkzEZkzEZkzEZkzEZkzEZUz5jSvMXLnajKqsWq5D0C+KSSy7JKiD86le/iubNm2df5pNOOimuu+667JhJkyYVV01YVNo2caJy7gAAAAAAAABQ3goKCwsLYxVy9913Z7dDDjkkq5Dw5JNPxl133RU33HBD9O3bNwYPHpwtz/DWW28Vp5eKpO2PPfZYTJ8+Pbf+FFVOGDVqVG7nBJbe3Llzs0oozU8fqkICuSqcPy/GX9015syZEzVr1qzo7gAAAAAAsAoxl0hVt0rN2qUSLX369IlPPvkk1l9//WzbwQcfnK3rfeaZZ2ZlWFZfffVs++zZs0s9/6effireDwAAAAAAAACUn1VqyYa0BktaqqEojFDkgAMOiFmzZsX7779fvFRD0dINC0vbmjVrtsL6CwAAAAAAAABV1SoVSPj6669j/vz5ZZZqT+bNmxdbbrll1KhRI955550Sx6RS2x988EG0bdt2hfUXAAAAAAAAAKqqVSqQsMkmm2RVENKSDQu77777olq1arH11ltH/fr1o1OnTnH33XfHjBkzio8ZPHhwzJw5Mw499NAK6DkAAAAAAAAAVC01YhXypz/9KZ5++unYbbfdom/fvtG4ceN44oknsm3HHXdc8XIMl112Wey8887RoUOH6NOnT0yYMCGuueaa6Ny5c3Tp0qWihwEAAAAAAAAAld4qVSGhffv28frrr8d2220XN998c5x66qkxZsyYLIBwyy23FB+37bbbxgsvvBCrr7569OvXL26//fbo3bt3DBkypEL7DwAAAAAAAABVxSpVISHZYYcd4qmnnvrF43bdddd47bXXVkifAAAAAAAAAIBVuEICAAAAAAAAALBqEEgAAAAAAAAAAHInkAAAAAAAAAAA5E4gAQAAAAAAAABY9QIJr7zySjzyyCMxY8aM8m4KAAAAAAAAAKhsgYTLL788OnfuXGLbwQcfHB07doxu3brFlltuGRMnTsyrOQAAAAAAAACgKgQSHn744dh4442Lf37hhRdi6NChcfjhh8cVV1wRU6ZMiauuuiqv5gAAAAAAAACAlViNvE40bty4OProo4t/TmGEddddNwYOHBjVqlWLr776Kp544om47rrr8moSAAAAAAAAAKjsFRJmzpwZdevWLf751VdfjT333DMLIyRt2rSJL7/8Mq/mAAAAAAAAAICqEEho2rRp/O9//8sef/311zFy5MjYbbfdivdPnz49atasmVdzAAAAAAAAAEBVWLKhU6dOcfPNN0fjxo1j2LBhWWWEvffeu3h/Ciusv/76eTUHAAAAAAAAAFSFQMIFF1wQw4cPjzPPPDP7+cILL4wNNtggezxv3rx45JFH4tBDD82rOQAAAAAAAACgKgQS1ltvvfjvf/8bH374YdSvXz+aN29evG/WrFlxxx13xDbbbJNXcwAAAAAAAABAVQgkJNWrV4+tttqq1PZ69erFgQcemGdTAAAAAAAAAMBKrFpFdwAAAAAAAAAAqHyWuUJCtWrVoqCgYKmek46fN2/esjYJAAAAAAAAAFT2QELPnj2XOpAAAAAAAAAAAFQNyxxIGDBgQL49AQAAAAAAAAAqjWoV3QEAAAAAAAAAoPIRSAAAAAAAAAAAVp4lG1q2bLnUzykoKIgxY8Ysa5MAAAAAAAAAQGUPJDRv3jwLGKxIvXr1ioEDBy52/4QJE2K99dbLHr/++utxxhlnxHvvvRf16tWL7t27R//+/aNu3borsMcAAAAAAAAAUDUtcyDhpZdeihXtd7/7XXTq1KnEtsLCwjjhhBOiRYsWxWGEDz74IPbcc8/YfPPN49prr82CCldffXV8+umn8fTTT6/wfgMAAAAAAABAVbPMgYSK8Otf/zq7LezVV1+NWbNmxRFHHFG87ZxzzomGDRtmoYlUHSFJgYXjjz8+nnvuuejcufMK7zsAAAAAAAAAVCXVYhV37733ZktHHH744dnP33//fTz//PNx5JFHFocRkp49e2bLNTz44IMV2FsAAAAAAAAAqBpyrZDw2WefZUskvPXWWzF16tRYsGBBif0pODBmzJjc2ps7d24WMNh5552zCgjJyJEjY968edGuXbsSx9aqVSvatm0b77//fm7tAwAAAAAAAADlHEgYNWpU7LLLLvHjjz/GpptuGmPHjo0tttgipkyZEl9//XW0atUq1l9//cjTs88+m51/4eUaJk2alN03bdq01PFp2/Dhw5eprTZt2pS5PQUs0vIQN998c6l9PXr0iEaNGmXhjPvvv7/M55944onZ/ejRo7PlJBaVzn3YYYdlj0eMGBHvvPNOqWNatmwZXbp0yR4/88wz2Wu/qBTQ2GGHHbLH9913X0ybNq3UMWkpi9atW2ePyxqPMRnTyjym+fPnl/k8yEv67D388MNV4vtkTMZkTMZkTMZkTMZkTMZkTMZkTMZkTMZkTMZkTMZkTPmMKc1fVK9evcxjoCrIbcmGCy64IGrUqBEffPBB/Otf/8q23XDDDVlAIH0Rp0+fHrfccktezRUv11CzZs3o3r178bYUiEhWW221UsfXrl27eD8AAAAAAAAAUH4KCgsLC/M40TrrrBPHHHNMXHHFFVnVgiZNmsTzzz8fe+65Z7Y/VTGYNWtWPPLII3k0FzNnzsza3GOPPeLxxx8v3j5kyJA49NBD45VXXonddtutxHNScCFVSCiqopCHosoJqUIEUHHSEi5paZbmpw+Nguq5rkZDFVc4f16Mv7przJkzJwvBAQAAAADAkjKXSFWXW4WEVAFh4403zh6nScEkBRCK7Lrrrsu8XEJZhg4dmp1/4eUaFl6qoazQQdrWrFmz3PoAAAAAAAAAAJRzIGHttdeOb7/9Nnu85pprxuqrrx6fffZZ8f4UHpg9e3ZezcU999wTdevWjQMOOKDE9i233DJbOmLRdWHSla1pOYm2bdvm1gcAAAAAAAAAoJwDCancyL///e/in3/961/HLbfcEuPGjcuCCbfffntsscUWubT1zTffxAsvvBAHHXRQrLHGGiX21a9fPzp16hR33313zJgxo3j74MGDs2Ue0nIOAAAAAAAAAED5ym2h9QMPPDCuuuqq+PHHH7PqCOeff34WDGjZsmW2v6CgIB599NFc2nrggQdi3rx5pZZrKHLZZZfFzjvvHB06dIg+ffrEhAkT4pprronOnTtHly5dcukDAAAAAAAAALB4BYWFhYVRTt57771saYXq1avHwQcfHDvttFMu503VF8aOHRsTJ07Mzl2WV199Nc4888ysD2kJie7du8fll1+ePc5TqgyRjBo1KtfzAktn7ty5UatWrWh++tAoqJ5b1gqicP68GH9112zpn5o1a1Z0dwAAAAAAWIWYS6SqK9dZu2233Ta75e2NN974xWN23XXXeO2113JvGwAAAAAAAAD4ZdUiJ2kJhe+//36x+9O+dAwAAAAAAAAAUPnlFkg47bTTol27dovdn/adddZZeTUHAAAAAAAAAFSFQMJzzz0XBx988GL3d+vWLZ5++um8mgMAAAAAAAAAqkIgYfz48dGqVavF7m/ZsmV88cUXeTUHAAAAAAAAAFSFQEKNGjVi8uTJi92f9hUWFubVHAAAAAAAAABQFQIJW221VTzyyCOxYMGCUvvStn/+85/Rpk2bvJoDAAAAAAAAAKpCIOG4446L9957L3r06FFiaYb0+LDDDov3338/OwYAAAAAAAAAqPxq5HWiXr16xbBhw2Lw4MHx8MMPR8OGDbPt06ZNy5ZqOOKIIwQSAAAAAAAAAKCKyC2QkAwcODD233//uPvuu+PTTz/Ntu22225x5JFHxiGHHJJnUwAAAAAAAABAVQkkJN26dctuAAAAAAAAAEDVVa2iOwAAAAAAAAAAVD4CCQAAAAAAAABA7gQSAAAAAAAAAIDcCSQAAAAAAAAAALkTSAAAAAAAAAAAcieQAAAAAAAAAADkTiABAAAAAAAAAMhdjWV94rHHHrvUzykoKIi///3vy9okAAAAAAAAAFDZAwkDBgwoM3CQFBYWltqetgkkAAAAAAAAAEDVsMxLNixYsKDE7Ztvvoltt9029t5773j11Vdj2rRp2W348OHRpUuXaNeuXXYMAAAAAAAAAFD5LXMgYVFnnnlmrLnmmvH444/HzjvvHPXr189uu+yySzzxxBNRp06dOOOMM/JqDgAAAAAAAACoCoGExx57LA4++ODiZRsWlralfSmsAAAAAAAAAABUfrkFEmbOnJkt0bA4ad+MGTNyaeu9996LAw44IBo1ahRrrLFGbLnllnHDDTeUOOb111+PXXfdNdu/7rrrxsknn5z1EQAAAAAAAABYhQIJW2+9ddx6660xceLEUvu+/PLLbN8222yz3O0899xz8etf/zomT54c5513Xvz1r3+N/fbbLyZMmFB8zAcffBB77rlnzJo1K6699to47rjj4vbbb49DDz10udsHAAAAAAAAAH5ZjcjJJZdcEvvss09svvnmcfTRR2f3yYcffhiDBg3KwgEDBw5crja+//776NmzZ+y7774xZMiQqFat7DzFOeecEw0bNoyXXnop6tWrl21r0aJFHH/88VmgoXPnzsvVDwAAAAAAAABgBQUS9tprrxg6dGj07ds3brrpphL7Ntxww7j77ruzY5bHvffeG19//XVcdtllWRjhhx9+iNVXX71EMCGFFp5//vno169fcRghSUGGtO3BBx8USAAAAAAAAACAVSWQkKTKBalKwrvvvhtjxozJtrVq1Sq23XbbxVYzWBovvPBCFjJIS0B07do1Pvnkk6hTp04cddRRcd1110Xt2rVj5MiRMW/evGjXrl2J59aqVSvatm0b77///nL3AwAAAAAAAABYgYGEpKCgIAsDLBoIyMOnn36ahQ0OPPDA6N27d1x++eXZsgw33nhjTJ8+Pe67776YNGlSdmzTpk1LPT9tGz58+DK13aZNmzK3p+BFWh7i5ptvLrWvR48e0ahRo5g6dWrcf//9ZT7/xBNPzO5Hjx6dLSexqHTuww47LHs8YsSIeOedd0od07Jly+jSpUv2+JlnnomxY8eWOia9HzvssEP2OL1O06ZNK3VMqhzRunXr7HFZ4zEmY1qZxzR//vwynwd5SZ+9hx9+uEp8n4zJmIzJmIzJmIzJmIzJmIzJmIzJmIzJmIzJmIzJmIwpnzGl+Yvq1auXeQxUBbkHEtKE/7PPPpstrXDaaafFZpttFjNnzoz33nsvtt5662jQoMEynzudZ9asWXHCCSfEDTfckG07+OCDY86cOXHbbbfFxRdfHD/++GO2fbXVViv1/FRBoWg/AAAAAAAAAFB+CgoLCwvzONGCBQviyCOPjAceeCDSKVOlhOeffz722GOP+Omnn7LqBGeccUacffbZy9zGlltuGaNGjYqXX3452rdvX7z9lVdeiQ4dOsTAgQNjjTXWiEMPPTTbtttuu5V4fvfu3bPARFEVhTwUVU5I/QIqzty5c7OlWZqfPjQKqueetaIKK5w/L8Zf3TULv9WsWbOiuwMAAAAAwCrEXCJVXbW8TnT11VdnYYR0/9FHH2WhhIUrExx00EHx5JNPLlcbzZo1y+7XWWedEtvXXnvt7D6VTClaqqGs0EHaVnQOAAAAAAAAAGAVCCQMGDAgjjrqqOjXr1+stdZapfZvvvnmZa7DsjS222677P7LL78ssX3ixInZfZMmTbIqCjVq1Ci1Lky6svWDDz6Itm3bLlcfAAAAAAAAAIAVGEhIYYNddtllsfsbNWoUU6dOXa420pILyd///vcS2++8884shLD77rtH/fr1o1OnTnH33XfHjBkzio8ZPHhwzJw5M1vOAQAAAAAAAAAoX7kttL7GGmvE9OnTfzawkEIJy+NXv/pVHHvssfGPf/wj5s2bFx06dIiXXnopHnrooTj77LOLl2O47LLLYuedd8729+nTJyZMmBDXXHNNdO7cObp06bJcfQAAAAAAAAAAVmCFhB133DEefPDBMvf98MMPMXDgwNhtt92Wu51bb701Lrzwwnjrrbfi1FNPjffffz+uu+666N+/f/Ex2267bbzwwgux+uqrZ0tI3H777dG7d+8YMmTIcrcPAAAAAAAAAKzACglnnHFGtlRCt27dssn/ZPz48TF06NAsQDB58uQ4/fTTl7udmjVrxgUXXJDdfs6uu+4ar7322nK3BwAAAAAAAABUYCChY8eOcccdd0Tfvn3jkUceybYVBRNWW221+Pvf/x7bb799Xs0BAAAAAAAAAFUhkJAce+yxse+++8ZDDz0UH3/8cSxYsCA22WST6N69ezRr1izPpgAAAAAAAACAqhJISNZZZ52sSgIAAAAAAAAAUHVVy+tELVu2jMcee2yx+5944onsGAAAAAAAAACg8sstkPD555/HzJkzF7v/hx9+iHHjxuXVHAAAAAAAAABQFQIJv+Trr7+ONdZYY0U1BwAAAAAAAABUoBrL8+RXXnklXnrppeKf//nPf8bo0aNLHTd16tS4//77o23btsvTHAAAAAAAAABQFQIJw4YNi4suuih7XFBQkAUS0q0srVu3juuuu255mgMAAAAAAAAAqkIg4dRTT41evXpFYWFhtGzZMq6//vo48MADSxyTggp169aNRo0aLW9fAQAAAAAAAICqEEioX79+dkvuuuuu6NChQ2y44YZ59Q0AAAAAAAAAqIqBhIUdffTReZ0KAAAAAAAAAFjF5RZIKPLuu+/GW2+9FVOnTo0FCxaUWr7hvPPOy7tJAAAAAAAAAKCyBhJ++umn6NatWzz99NNRWFiYhQ/SfVL0WCABAAAAAAAAoHzMmzcvZs6cWdHdIEd169aNGjVyrzOwwuTW80svvTQLI5xzzjnRqVOn6NixYwwcODDWWmutuPzyy2POnDkxaNCgvJoDAAAAAAAAYKEwwvfffx8NGzbMLhRn1VdYWBjTpk2LevXqrbKhhGp5neihhx6Kgw8+OC655JLYcssts23rrbde7L333vHiiy/GrFmzYvDgwXk1BwAAAAAAAMD/kyojCCNULgUFBdl7uipXvcgtkDBu3LjYfffd/++k1f7vtKkqQlKzZs04/PDD4957782rOQAAAAAAAAAWIoxQ+RSs4u9pboGEOnXqFL8Ya665ZhZKmDx5cvH+xo0bx8SJE/NqDgAAAAAAAACoCoGEFi1axOjRo7PHaf2KTTbZJJ566qni/c8991w0bdo0r+YAAAAAAAAAgKoQSOjYsWMMHTq0+Oejjz46HnzwwWwZhw4dOsQ///nP6NGjR17NAQAAAAAAAABVIZBw2mmnxS233BKzZ8/Ofv7Tn/4Up5xySowcOTI++uijOOGEE+L888/PqzkAAAAAAAAAiJdeeikKCgqy+yK9evXKqvwvrXSevn375tzDqqtGXidKyzEsvCRDtWrV4rrrrstuAAAAAAAAAFSM+fPnx4IFCyq0D2n+uHr16hXaB1bhQMKgQYOiffv2i02ZfP755/HKK69Ez54982oSAAAAAAAAgF8IIzRbv3lM/mpihfZj7XWbxcQJ41dYKOGOO+6o8BAGOQYSjjnmmBg8ePBiAwlvvfVWdszyBBJSiY2OHTuWue+NN96InXbaqfjn119/Pc4444x47733ol69etG9e/fo379/1K1bd5nbBwAAAAAAAFiVpEn5FEbY4I9DoqBabtPDS6Vwwbz44tpuWV9WVCChZs2aK6Qdfl61yElhYeHP7p87d25WhiMPJ598chZ+WPjWunXr4v0ffPBB7LnnnjFr1qy49tpr47jjjovbb789Dj300FzaBwAAAAAAAFiVpDBCQfUKuuUQhPjyyy+jd+/e0axZs1httdVio402it///vcxZ86cMo/v1atXqYvpUyDir3/9a2y11VZRu3btaNKkSXTp0iXeeeedn2370ksvzea6b7zxxuUeR1WTawSmoKCgzO3Tp0+PJ598Mpo2bZpLO7vttlt069ZtsfvPOeecaNiwYVZRIVVHSNKH7fjjj4/nnnsuOnfunEs/AAAAAAAAAChfEydOjB122CGbd+7Tp09sttlmWUBhyJAh2UXqSyoFGgYMGBB77713dlH7vHnzYvjw4fHmm29Gu3btynzOueeem1Xiv+2227L5ZlZgIOGiiy6Kiy++uDiMcOSRR2a3xTnttNMiLzNmzIjVV189atQoOYTvv/8+nn/++ejXr19xGCFJS0WkbQ8++KBAAgAAAAAAAMAq4uyzz46vvvoq3nrrrRLBgTRX/UuV/IsMGzYsCyOkavypSsLCc9iLO8fpp58e1113Xdx1111x9NFH5zCSqme5Aglt27bNJvrTGzRo0KCsckHLli1LHJOCCnXr1o2ddtopDjvssMjDMcccEzNnzszWF0ltXnXVVcUfvJEjR2ZJlkUTLLVq1cr6+/777y9Tm23atClz+5gxY7JqDDfffHOpfT169IhGjRrF1KlT4/777y/z+SeeeGJ2P3r06Kx6w6LSuYtetxEjRpRZLiS95qmUSPLMM8/E2LFjSx2TXo+UGkruu+++mDZtWqljUlCjaOmLssZjTMa0Mo9p/vz5ZT4P8pI+ew8//HCV+D4ZkzEZkzEZkzEZkzEZkzEZkzEZkzEZkzEZkzEZkzEZUz5jSvMXaU6TZZeWWRg6dGjsv//+ZVYxWFwV/0Wlv/GnYy+44IJfPEea/+7bt29WFeHuu+/ObZ67KlquQMKBBx6Y3ZKXX345S48ccMABUV5SqOCQQw6JffbZJ9Zaa6348MMP4+qrr85CCa+//nr86le/ikmTJmXHlrU8RNqWSm4AAAAAAAAAsPL75ptvsir5W2655XKdJ11o3qxZsywo8kvSxfjpAvlbbrlFGGE5FRQuaQ2LlVRKQW299dbRvn37LMk0ePDgrGpDKtdRlF4qkrY/9thj2doieSmqnDBq1Kjczgksvblz52ahpeanD42C6suVtYISCufPi/FXd405c+ZEzZo1K7o7AAAAAACsQlbkXGKaA23QoMFKOYeyPH9r//rrr2PdddeNP//5z3HppZeWecxLL70UHTt2zJZl2H333bNtvXr1yrZ//vnn2c977713Vm1/woQJP9teqpbwm9/8Jj744IPsIvlXXnlliUIMFfHergqq5X3C8ePHx4033hinnnpqdkuP07byksqhpCoN6cOVSp6svvrq2fbZs2eXOvann34q3g8AAAAAAADAyq1JkyZRr169+O9//7tc52nVqlVMnDgxWxpkSeag09Ig6fi0zMeMGTOWq+2qLNdAwhVXXJG9OSmIcMMNN2S3U045Jdt25ZVXRnnZYIMNsjTNDz/8ULxUQ9HSDQtL21IZDgAAAAAAAABWftWqVYuuXbvG448/Hu+8806p/Uu6IMAhhxySHXvRRRct0TlSlf6nnnoqPvroo9h///3jxx9/XMYRVG251eR44IEH4pxzzsnW7vjTn/4UW221VbY9lb246qqrsn0bbbRRdO/ePfI2duzYqF27dtStWzdrv0aNGtmHceG2UmAhldUoj/YBAAAAAAAAVmaFC+atsm33798/q1jQoUOH6NOnT2y++ebZxegPPfRQvPrqq0t0jrSkw1FHHZVdVP/pp59mlQ8WLFgQw4cPz/b17du31HN22mmnePTRR2OfffaJbt26xdChQy3vXFGBhOuvvz4LIbz55psllkVo27Zt9uakNysdszyBgG+++SYrybGwf//73/HYY49la36kdEz9+vWjU6dOcffdd8d5550Xa665Znbc4MGDY+bMmXHooYcuxygBAAAAAAAAVh1pDnXtdZvFF9d2q9B+pD6kviyL9dZbL956661s/veee+6J77//PtuW5ojXWGONJT7PXXfdlVU++Pvf/55dZJ/mltu1axc777zzYp+zxx57xIMPPphVWEiBhnvvvXeZx1EVFRQuaQ2LX5CqE1xwwQXZG1eWVCUhlb9IoYBlld7sFHZIH4i11147Pvzww7j99tuzFMobb7yRJWGS9957Lztmiy22yBIyEyZMiGuuuSbat28fzz77bOSpTZs22f2oUaNyPS+wdObOnRu1atWK5qcPjYLquWWtIArnz4vxV3fNKu1IPQIAAAAAsLLOJU6fPj0aNGhQ5r758+dn1QAqUprEr169eoX2YVU1/Wfe25VdrrN2BQUFy7RvSaW1QVLi5dprr81SL6lawsEHH5wFIVq3bl183LbbbhsvvPBCnHnmmdGvX7+sSkLv3r3j8ssvX+4+AAAAAAAAAKxKUhBAGIBVukJCWpLhp59+ypZsqF27dol9s2fPzvan7amSQWWiQgKsHFRIoLyokAAAAAAAwKpeIYFV2/RV+L3NbXGLk046Kf7zn//ELrvskq2hkZZTSLeHHnooWyoh7UvHAAAAAAAAAACVX26XER9xxBHxv//9L/r37x+HHXZYqeUazj333Dj88MPzag4AAAAAAAAAWInlWtf84osvjp49e8bQoUNj7Nix2bZWrVpF165ds3sAAAAAAAAAoGrIfaH11q1bx+mnn573aQEAAAAAAACAVUi1iu4AAAAAAAAAAFD55FohYcKECXHrrbfGJ598ElOmTInCwsIS+wsKCuLFF1/Ms0kAAAAAAAAAoDIHEp577rk48MADY/bs2VG3bt1o3LhxXqcGAAAAAAAAAKpqIOHss8+OBg0axNChQ2PHHXfM67QAAAAAAAAAwCqoWl4nGjVqVPTr108YAQAAAAAAAADIL5DQqFGjWGONNfI6HQAAAAAAAAAskxYtWsR+++33i8e99NJLUVBQkN3nYcCAAdn5Pv/881zOt6rLbcmGQw45JJ5++uno27dvXqcEAAAAAAAAYDnNnz8/FixYUKF9qFatWlSvXj0qi/79+8cWW2wRXbt2reiuVI0KCekFnzZtWpx44okxZsyYKCwszOvUAAAAAAAAACxjGKHFBk2jVq1aFXpLfUh9Wdm0b98+fvzxx+x+aefHhw4dWm79qixyq5BQv379rPTEW2+9FbfddluZx6T98+bNy6tJAAAAAAAAAH5GqowwYdI38cM5a0bN3C5XXzpzF0TU6f9N1peVrUpCqtxQu3btiu5GpZXbR65nz56/eDvqqKPyag4AAAAAAACAJZTCCDWrF1TMbTlmpf/zn/9kF74/9thjxdvefffdbNu2225b4ti99947dtxxxxLbXn311dhhhx2y0EHLli1j0KBBJfa/9NJL2bnSfZFPP/00DjnkkFh33XWz562//vrRo0eP+O6777L96fgffvghBg4cmD1Ot169ev3sOJ5++unYbbfdok6dOrHmmmvGvvvuG6NGjYrKLrcKCQMGDMjrVAAAAAAAAAAQW265ZTRo0CBeeeWVOOCAA7Jtw4cPzyob/Pvf/47vv/8+6tWrl1VfeP3116NPnz7Fzx09enR069YtevfuHUcffXT84x//yIID2223XbRp06bM9ubMmRO/+c1vYvbs2XHSSSdloYQvv/wynnjiiZg+fXq2csDgwYPjuOOOy4IORe21atVqsWMYPHhw1n4675VXXhmzZs2KW265JXbdddd4//33o0WLFlFZ5RZIAAAAAAAAAIA8peDBLrvskoUQiqTHXbt2jUcffTQLIXTp0qU4nJCqEBT53//+lwUZirZ17949Nthgg7jrrrvi6quvLrO9Dz/8MD777LN46KGHsjBDkfPPP7/48ZFHHhknnHBCVnEhPf45M2fOjJNPPjkLMNx+++3F21NAYdNNN43+/fuX2F7ZlMsqISnR8cUXX8T48eNL3QAAAAAAAABgSaVAwXvvvZctk1C0DMM+++wTbdu2LQ4qpPu0dEKqOlBkiy22KBFQaNKkSRYCGDt27GLbShUQkmeffTab915ezz//fFZZ4bDDDotvv/22+Fa9evVseYlhw4ZFZZZbhYTCwsK46qqr4oYbbohJkyYt9rj58+fn1SQAAAAAAAAAlVwKFcybNy/eeOONrMLB5MmTs22jRo0qEUhIAYRGjRoVP6958+alztWwYcOYNm3aYtvaaKON4o9//GNce+21cc8992TtpKUiUiWEorDC0vj000+z+z322KPM/Wm5icost0DCueeeG5dffnlsvvnmcfDBB0fjxo3zOjUAQKWTQpppTTMojxJ2KV0NAAAAAJVFu3btonbt2tnyCylksPbaa8cmm2yShQVuvvnmmD17dhZIOOigg0o8b3F/J0sX2/+ca665Jnr16pUtCfHcc89lSy6kufA333wz1l9//aXq+4L/93fgwYMHx7rrrltqf40auU3Zr5RyG93AgQNjr732imeeeSYrhQEAwOLDCM2aN4vJEydXdFeohNZutnZMHD9RKAEAAACASqNWrVqxww47ZKGDFEgoWoYh3acwQqpk8PXXX0f79u1za3OrrbbKbunC/Ndffz122WWXuPXWW+PSSy/N9i/pnHirVq2y+xSi6NSpU1Q1uQUSpkyZklVGEEYAAPjlRGwKI2xx2xZRUN1/O5GfwvmF8eHvPsw+YwIJAAAAAFQmKXyQllEYM2ZMnHbaadm2tdZaK6vgf+WVVxYfs7y+//77WGONNUpULkjBhFSZNIUfitSpUyemT5/+i+f7zW9+ky3L0L9//+jYsWPUrFmzxP5vvvkmmjRpEpVVboGEVBIjvVgr0mWXXZYlUtq0aRP//e9/S+xLKZUzzjgj3nvvvewN7t69e/Ym161bd4X2EQBgcVIYoaCGQAIAAAAAwC9JYYM0P/zFF1+UCB6kqgi33XZbtGjRYqmXUyjLv/71r+jbt28ceuih2Rz4vHnzsuUW0gVAhxxySPFx2223XbzwwgtZSKJZs2ax0UYbxY477ljqfPXq1YtbbrkljjrqqNh2222jR48eWQBh/Pjx8eSTT2aVF2666aaorHILJJx++ulx3nnnZetnpBe1vE2YMCELGKTkyaI++OCD2HPPPbM0TPoApGOvvvrq+PTTT+Ppp58u974BAAAAAAAArEzmLkj/W1iBbS+fnXfeOQsFpOoF22yzTfH2FE5IgYQ8qiMk6dypqsHjjz8eX375ZXF7aZ55p512Kj4uzUP36dMnu4D+xx9/jKOPPrrMQEJy+OGHZ6GFK664Iq666qqs0sJ6662X9fmYY46JyqygsLAwl0/doEGDsjUzxo0bF717984SIGWVie3Zs2cezWXJkVSRIa3B/O2335aokLDPPvtkoYSPP/64OBxx5513xvHHHx/PPvtsdO7cOfKSqjMko0aNyu2cwNKbO3dutn5Q89OHRkH13LJWEIXz58X4q7vGnDlzSpVRguX9ndXmzjYqJJCrwnmFMeq4UX5nAQAAAKwkVuRcYlo+oEGDBqW2p/nUFhs0jQmTVmy1+0Wt37RJfP7FJEuN5vjergpym7Xr1atX8eNLL720zGMKCgpyCSS88sorMWTIkHj//ffjpJNOKrWmx/PPPx/9+vUrUakhtZu2Pfjgg7kGEgAAAAAAAABWVikAkIIACxbkUKZgOVSrVk0YoQrKLZAwbNiwWBFSgieFEI477rjYaqutSu0fOXJkto5Hu3btSmxPVyG2bds2CzEAAAAAAAAAVBUpCCAMwCodSOjQoUOsCEXLQrzwwgtl7p80aVJ237Rp01L70rbhw4cvVzmVRY0ZMyYaNmwYN998c5nLSjRq1CimTp0a999/f5nPP/HEE7P70aNHx3PPPVdqfzr3YYcdlj0eMWJEvPPOO6WOadmyZXTp0iV7/Mwzz8TYsWNLHZMCGjvssEP2+L777otp06aVOiZVjmjdunX2uKzxGJMxrcxjSmElKE/ps/fwww9Xie+TMZX/mDp27FhmHyEv6XswY8aMKvF9MiZjMiZjMiZjMiZjMiZjMiZjMiZjMiZjWpnHlOYvBAGoyqrFKmTKlClx/vnnx3nnnRdNmjQp85gff/wxu19ttdVK7atdu3bxfgAAAAAAAACg/BQUFhYW5nnCd999N956660swbToOiQFBQVZmGBZ/f73v88qI4waNSpbgiHZfffd49tvv43//ve/2c9DhgyJQw89NF555ZXYbbfdSjy/e/fuWYWEoioKeSiqnJD6BFScuXPnZr8Xmp8+NAqq51b8BaJw/rwYf3XXmDNnTtSsWbOiu0Ml+53V5s42UVCjoKK7QyVSOK8wRh03yu8sAAAAgJXEipxLnD59ejRo0KDc22HFm74Kv7e5zdr99NNP0a1bt3j66acjZRxS+KAo61D0eHkCCZ9++mncfvvtcf3118fEiRNLtJv+qP/5559HvXr1ipdqKCt0kLY1a9ZsmccIAAAAAAAAAKzgJRsuvfTSLIxwzjnnxLBhw7IAwsCBA+PJJ5+MXXbZJVtr5aOPPlrm83/55ZdZxYWTTz45Ntpoo+JbqsbwySefZI8vvvji2HLLLaNGjRql1oVJV4l98MEH0bZt2xxGCwAAAAAAAACskAoJDz30UBx88MFxySWXxJQpU7Jt6623Xuyxxx7RqVOn2G677WLw4MHZ/mWRggaPPPJIqe3nnntuzJgxI/76179Gq1aton79+ll7d999d1aNYc0118yOS23PnDkzW84BAAAAAAAAAFhFAgnjxo3Lqhck1apVK65KkKT1aw8//PC44447ljmQsNZaa0XXrl1LbU9LOCQL77vsssti5513jg4dOkSfPn1iwoQJcc0110Tnzp2jS5cuy9Q+AAAAAAAAAFABSzbUqVMnCgoKssepKkEKJUyePLl4f+PGjWPixImxImy77bbxwgsvxOqrrx79+vWL22+/PXr37h1DhgxZIe0DAAAAAAAAQFWXW4WEFi1axOjRo//vpDVqxCabbBJPPfVU9OzZM9v23HPPRdOmTSNvL730Upnbd91113jttddybw8AAAAAAAAAWIEVEjp27BhDhw4t/vnoo4+OBx98MHbfffds6YR//vOf0aNHj7yaAwAAAAAAAKAKuPDCC7Nq/d9++21Fd4WKqpBw2mmnxV577RWzZ8+O1VZbLf70pz/FV199FYMGDYrq1avHCSecEBdccEFezQEAAAAAAACwBObPnx8LFiyo0D5Uq1YtmzemasktkJCWY1h4SYb0gbruuuuyGwAAAAAAAAAVE0Zo1rxZTJ44uUL7sXaztWPi+IlCCVVMboEEAAAAAAAAAFYuqTJCCiNscdsWUVC9oEL6UDi/MD783YdZXwQSqpZqFd0BAAAAAAAAAMpXCiMU1KigW05BiG+//Ta6d+8e9erVi8aNG8cpp5wSP/30U7bv888/j4KCghgwYEDpsRcUxIUXXljiuMXdknSOxe3ffffdcxlLVaFCAgAAAAAAAAArvRRGaNGiRVx++eXx5ptvxg033BDTpk2LQYMGLfE5mjRpEoMHDy6xbe7cudGvX7+oVatW9nP79u1LHTNu3Lg499xzY+21185pNFWDQAIAAAAAAAAAK72NNtooHn300ezxH/7wh6xSws033xynn3569nhJ1KlTJ4488sgS29K5Zs6cGc8//3z2c8uWLbNbkVSFYdddd41mzZplIQiWnCUbAAAAAAAAAFjppeDAwk466aTs/qmnnlrmc6bqCinU8Je//CU6duxY5jEnnnhijBw5Mh5++OFYd911l7mtqqja8rwxaX0NAAAAAAAAAChvG2+8cYmfW7VqFdWqVVvmeesPPvggTjjhhDjssMPij3/8Y5nH3HbbbXHXXXfFjTfeGDvttNMytVOVLXMg4ZhjjonXX3+9+Ofq1avHvffem1e/AAAAAAAAAGCxCgoKyny8sPnz55e5fdq0aXHIIYfEJptsEnfeeWeZx4wYMSJOOeWUOO6446JPnz459bpqWeZAQlpbY9asWcU/FxYW5tUnAAAAAAAAACjh008/LfHz6NGjY8GCBdGiRYto2LBhtm369Okljhk3blyp86TnHHHEEdmxjzzySKyxxhqljvnmm2+iW7du0bZt2/jb3/6W+1iqihrL+sQ2bdpkZSmaNGlS/OZ+/PHH8corr/zs89q3b7+sTQIAAAAAAABQRaVgQOfOnYt/TvPVyd577x316tWLtdZaK5uvPvXUU4uPufnmm0ud56KLLopnn302nn766dhoo43KrKrQo0ePmDNnTjz88MNRq1atchtTZbfMgYT+/ftnJSwOPvjg4m2XXXZZditLqqCQymQsriQGAAAAAAAAACzOZ599FgcccEB06dIl3njjjbj77rvj8MMPj2222Sbbn5ZWuOKKK7L7du3aZeGETz75pMQ5Ro4cGZdcckl2If3kyZOzcyzsyCOPjFtvvTX+9a9/xQknnBDDhg0rsX+dddaJvfbaawWMtooHEjp27Bhjx46Nt99+OyZNmhS9evXK1s3Yaaed8u0hAAAAAAAAAMulcH7hKt/2Aw88EOeff36cddZZUaNGjejbt29cddVVxfvTvrTUwpAhQ+LBBx/MKiekKghrr7128TFTpkzJLqZ/+eWXs9uiUiAhnSNJwYR0W1iHDh0EEpZCQWF6tXNQrVq14gRKVZKWrkhGjRpV0V2BKm3u3LlZuZzmpw+NgurLnLWCUgrnz4vxV3fNyjLVrFmzortDJfud1ebONlFQo6Ciu0MlUjivMEYdN8rvLAAAAIAqOJc4ffr0aNCgQantqYJ9s+bNYvLEyVGR1m62dkwcPzGqV69eof1YFU1fzHu7Ksht1m7BggV5nQoAAAAAAACAHKQAQAoCVPR8brrAXRih6sn9MuLx48fHo48+GmPGjMl+btWqVRx44IHRvHnzvJsCAAAAAAAA4BekIIAwAKt8IOGKK67I1uVIZT8WXgnitNNOi0suuSTOPPPMPJsDAAAAAAAAAFZS1fI60QMPPBDnnHNObLbZZjFgwIB47733stvAgQOzbWnfgw8+mFdzAAAAAAAAAEBVqJBw/fXXx1ZbbRVvvvlmrL766sXb27ZtG926dYuddtopO6Z79+55NQkAAAAAAAAAVPYKCSNHjowjjzyyRBihSNqW9v3nP//JqzkAAAAAAAAAoCoEEpKCgoJl2gcAAAAAAAAAVC65BRK23HLLuPvuu+Onn34qtW/27Nlxzz33ZEs6LI9Ro0bFoYceGi1btow11lgj1lprrWjfvn08/vjjpY796KOPokuXLlG3bt1o1KhRHHXUUfHNN98sV/sAAAAAAAAAwJKpETk56aSTskn/XXbZJc4888wsoFAUIrj66quz5RoGDx68XG2MGzcuZsyYEUcffXQ0a9YsZs2aFQ8//HAccMABcdttt0WfPn2y4yZMmJAFFerXrx/9+/ePmTNnZn1Iy0qMGDEiatWqlcuYAQAAAAAAAFYG1atXj7lz50bNmjUruivkaO7cudl7G1U9kHDEEUfE//73vywAcNhhh5VaruHcc8+Nww8/fLna2GeffbLbwvr27RvbbbddXHvttcWBhNSHH374Id59991o3rx5tm2HHXaIvfbaKwYMGFB8HAAAAAAAAEBlkCrHT5s2LRo0aBDVquVWKJ8KtGDBguyC/YYNG0ZU9UBCcvHFF0fPnj1j6NChMXbs2Gxbq1atomvXrtl9eUhpkA022CDefvvt4m2pasJ+++1XHEZIOnXqFJtsskk8+OCDAgkAAAAAAABApZIuEq9Xr158//33Fd0VclSvXr3svV1V5RpISFq3bh2nn356lKdU/eDHH3+M7777Lh577LF4+umn47e//W2278svv4zJkydHu3btSj0vVUl46qmnlqnNNm3alLl9zJgxWSLl5ptvLrWvR48e0ahRo5g6dWrcf//9ZT7/xBNPzO5Hjx4dzz33XKn96dxFFSfSchPvvPNOqWNatmwZXbp0yR4/88wzxWGQhaXXI40/ue+++7J01KI6d+6cvX9JWeMxJmNamcc0f/78Mp8HeUmfvRR4qwrfJ2Mq/zF17NixzD5CXtL3ICWnq8L3yZiMyZiMyZiMyZiMyZiMyZiMyZiMyZiMaWUeU5q/WJHl9mvUqJFVSIBKG0hYEU477bS47bbbssep3MjBBx8cN910U/bzpEmTsvumTZuWel7aln6RzZ49O1ZbbbUV3GsAAAAAAAAAqDoKCgsLC2MV8/HHH8eECRNi4sSJ2RIMtWrViltuuSXWWWedGD58eLRv3z4eeOCB6N69e4nnnX/++XHJJZcUr52Sh6LKCaNGjcrlfMCymTt3bva7oPnpQ6Og+iqZtWIlVTh/Xoy/umvMmTMnatasWdHdoZL9zmpzZ5soqLHqltpi5VM4rzBGHTfK7ywAAACAlYS5RKq6arEK2myzzaJTp07Rs2fPeOKJJ2LmzJmx//77R8pWrL766tkxqQrCon766afsvugYAAAAAAAAAKB8rJKBhEV169Yt3n777fjkk0+Kl2ooWrphYWlbWqvFcg0AAAAAAAAAUL4qRSDhxx9/zO6/++67WG+99aJJkybxzjvvlDpuxIgR0bZt2wroIQAAAAAAAABULdXyCgQMGjQo3nrrrShPkydPLnMN5tR2WoZhiy22yLYdcsgh2VIOX3zxRfFxL774YlZB4dBDDy3XPgIAAAAAAAAAETXyOElaAuG4446LG264IXbccccoL7/73e/i+++/j/bt22eVEL766qu455574uOPP45rrrkm6tatmx13zjnnxEMPPRQdO3aMU045JWbOnBlXXXVVbLXVVnHMMceUW/8AAAAAAAAAgBwDCdWqVYtmzZplE//l6be//W38/e9/j1tuuSWmTJkSa665Zmy33XZx5ZVXxgEHHFB83AYbbBAvv/xy/PGPf4yzzjoratWqFfvuu28WWkjhCQAAAAAAAABgFQgkJN27d8+qEvTr1y+qV68e5aFHjx7ZbUm0adMmnn322XLpBwAAAAAAAACwggIJaSmEF154Ifbcc8847bTTYuONN4411lij1HHNmzfPq0kAAAAAAAAAoLIHElJFgoKCgigsLIzhw4cv9rj58+fn1SQAAAAAAAAAUNkDCeeff34WSAAAAAAAAAAAyC2QcOGFF+Z1KgAAAAAAAABgFVetojsAAAAAAAAAAFQ+uQYSZsyYEZdccknsuuuusfHGG8cbb7yRbf/222/j4osvjo8//jjP5gAAAAAAAACAyr5kw5QpU7IgwujRo6N169YxduzY+PHHH7N9a621VgwYMCC+++67uOaaa/JqEgAAAAAAAACo7IGE888/P7788susKkKLFi1i7bXXLrG/a9eu8eKLL+bVHAAAAAAAAABQFZZseOyxx+LEE0+Mdu3aRUFBQan9KaTwxRdf5NUcAAAAAAAAAFAVAgmTJ0+OjTfeeLH7a9asGbNmzcqrOQAAAAAAAACgKgQS1lprrRg3btxi948cOTLWX3/9vJoDAAAAAAAAAKpCIGGvvfaKf/zjH/Hdd9+V2vfxxx/HgAEDYu+9986rOQAAAAAAAACgKgQSzj///Pjhhx+iXbt2cd1110VBQUE89thjceqpp8b2228fdevWjbPOOiuv5gAAAAAAAACAqhBIaNmyZQwbNiwLHvTv3z8KCwvjhhtuyG5p34svvhjNmjXLqzkAAAAAAAAAYCVWI8+TtW3bNt5///0YNWpUfPTRR7FgwYLYZJNNsu0AAAAAAAAAQNWRayChSJs2bbIbAAAAAAAAAFA15R5I+Oyzz2Lo0KExevTo7OfWrVvHgQcemC3bAAAAAAAAAABUDbkGEs4///y4/PLLY/78+SW2n3HGGXHmmWfGpZdemmdzAAAAAAAAAMBKqlpeJ7rpppuywMF2220XDzzwQIwcOTK73X///bHttttmQYV0DAAAAAAAAABQ+eVWISGFDdq1axfDhw+PmjVrFm9v06ZNdO3aNXbeeefsmL59++bVJACsMHPnzq3oLlCJ+DwBAAAAAFAV5BZI+Pzzz7MqCAuHEYrUqlUrDj/88DjnnHPyag4AVojCBfNjteoRderUqeiuAAAAAAAAVM1AQrNmzWL27NmL3T9nzpxYb731lquNt99+OwYOHBjDhg3LAhCNGzeOnXbaKVsqYpNNNilx7EcffRT9+vWLV199NQtE7LvvvnHttddGkyZNlqsPAFQxhYUxe37ED+esGTVzW+iIqm7W3MJocOXMiu4GAAAAAACsGoGEY489Nu666674wx/+EGuuuWaJfd9991384x//yI5ZHldeeWW89tprceihh8bWW28dX331VbYMxLbbbhtvvvlmbLnlltlxEyZMiPbt20f9+vWjf//+MXPmzLj66qtj5MiRMWLEiCygAABLI4URalYvqOhuUEnUnF9Y0V0AAAAAAICVN5DwyiuvlPh55513jkcffTQLBaRQwuabb55t//DDD+Pmm2+OddZZJ379618vV2f/+Mc/xr333lsiUPDb3/42ttpqq7jiiivi7rvvzralEMIPP/wQ7777bjRv3jzbtsMOO8Ree+0VAwYMiD59+ixXPwAAAAAAAACAcgok7L777lFQUPJK0cLC/7va76yzzireV7Ttiy++yAIB8+fPX9Yms9DDojbeeONo06ZNtkRDkYcffjj222+/4jBC0qlTp2xZhwcffFAgAQAAAAAAAABW1kBCWp5hZZACD19//XUWSki+/PLLmDx5crRr167UsalKwlNPPVUBvQQAAAAAAACAqmWZAwlHH310rAzuueeeLIRw8cUXZz9PmjQpu2/atGmpY9O2qVOnxuzZs2O11VZbqnaKAg+LGjNmTDRs2DBblmJRPXr0iEaNGmVt3n///WU+/8QTT8zuR48eHc8991yp/enchx12WPZ4xIgR8c4775Q6pmXLltGlS5fs8TPPPBNjx44tdUwKaKRARnLffffFtGnTSh3TuXPnaN26dfa4rPEYkzGtzGNanuorAFDZpP+vnDFjRqnt/jvCmIzJmIzJmIzJmIzJmIzJmIzJmIzJmIxpxY4pzV9Ur169zGOgKqgWq7CPP/44/vCHP8Svf/3r4oDEjz/+mN2XFTioXbt2iWMAAAAAAAAAgPJRUJjWPMhRSiV98sknMWXKlGw5hUX17Nkzl3a++uqr2GWXXWLu3Lnx5ptvRrNmzbLtKe20/fbbx6BBg+Koo44q8Zwzzjgjrrrqqvjpp5+WukLCL1VOGDVqVC7nA5ZN+l1Qq1ataH760CiovszFX6CUBXN+ii+u6xZzzl0zalYvqOjuUEnMmrMg6lw+M9rc2SYKavhckZ/CeYUx6rhRMWfOnKhZs2ZFdwcAAACgyjOXSFWX26zd119/Hb169SoukVJWGKGgoCCXQMJ3330Xe++9d0yfPj2GDx9eHEZYeKmGoqUbFpa2pdIoeYURAAAAAAAAAIByDiSccMIJ8cILL8TJJ58cHTp0yNZpKQ+pusH++++fVWFI7W2xxRYl9q+33nrRpEmTMteFSevFtG3btlz6BQAAAAAAAACUQyDh+eefj759+8Z1110X5WX+/Pnx29/+Nt5444149NFH49e//nWZxx1yyCExcODA+OKLL2KDDTbItr344otZiKFfv37l1j8AAAAAAAAAIOdAQu3atWOzzTaL8nTaaafFY489llVImDp1atx9990l9h955JHZ/TnnnBMPPfRQdOzYMU455ZSYOXNmXHXVVbHVVlvFMcccU659BAAAAAAAAAByDCTstdde8frrr8fvfve7KC8ffPBBdv/4449nt0UVBRJSVYSXX345/vjHP8ZZZ50VtWrVin333TeuueaaWG211cqtfwAAAAAAAABAzoGEq6++Onbdddds0v+kk07KQgB5e+mll5b42DZt2sSzzz6bex8AAAAAAAAAgBUYSFhvvfXi8ssvjyOOOCKrStCsWbOoXr16iWMKCgpizJgxeTUJAAAAAAAAAFT2QMLgwYOjV69eWWWETTfdNBo2bJjXqQEAAAAAAACAqhpIuPTSS2OrrbaK5557LtZee+28TgsAAAAAAAAArIKq5XWi8ePHx/HHHy+MAAAAAAAAAADkF0ho2bJlfP/993mdDgAAAAAAAABYheUWSDjllFPizjvvFEoAAAAAAAAAAKJGXieqXbt2rLXWWrH55ptH7969Y6ONNorq1auXOq5nz555NQkAAAAAAAAAVPZAQq9evYofX3rppWUeU1BQIJAAAAAAAAAAAFVAboGEYcOG5XUqAAAAAAAAAGAVl1sgoUOHDnmdCgAAAAAAAABYxVWr6A4AAAAAAAAAAJVPbhUSLr744l88pqCgIM4777y8mgQAAAAAAAAAKnsg4cILL/zZIEJhYaFAAgAAAAAAAABUEbkFEj777LNS2+bNmxdjxoyJa665JmbOnBkDBgzIqzkAAAAAAAAAoCoEEjbccMMyt7dq1Sr22muv2HnnnWPQoEFxySWX5NUkAAAAAAAAALCSqrYiGklLNXTv3j0GDhy4IpoDAAAAAAAAAKpCIKEolDB58uQV1RwAAAAAAAAAUNkDCZMmTYpbb701WrduvSKaAwAAAAAAAAAqWI28TrTHHnuUuX3q1Knx8ccfx5w5c+Lee+/NqzkAAAAAAAAAoCoEEsaOHZsty7Cw9HOjRo3ikEMOiZNPPjl23HHHvJoDAAAAAAAAAKpCIOHzzz/P61QAAAAAAAAAwCquWkV3AAAAAAAAAACofFapQMLMmTPjggsuiC5dumRLQaQlIQYMGFDmsR999FF2XN26dbNjjzrqqPjmm29WeJ8BAAAAAAAAoCpariUbWrZsuVTHpwDBmDFjlrm9b7/9Ni6++OJo3rx5bLPNNvHSSy+VedyECROiffv2Ub9+/ejfv38WZLj66qtj5MiRMWLEiKhVq9Yy9wEAAAAAAAAAKOdAQrVq1bKQwS/58ccfY+LEiUt07M9p2rRpTJo0KdZdd9145513Yvvtty/zuBRC+OGHH+Ldd9/NwgvJDjvsEHvttVdWUaFPnz7L1Q8AAAAAAAAAoBwDCaNHj/7Z/YWFhVkA4Pzzz89+TlUNlsdqq62WhRF+ycMPPxz77bdfcRgh6dSpU2yyySbx4IMPCiQAAAAAAAAAwMocSPg5zz77bJxxxhnx3//+N9Zbb70smHDUUUdFefvyyy9j8uTJ0a5du1L7UpWEp556apnO26ZNmzK3pyUoGjZsGDfffHOpfT169IhGjRrF1KlT4/777y/z+SeeeGJxuOO5554rtT+d+7DDDssep+UmUmWIspbO6NKlS/b4mWeeibFjx5Y6Jr0eafzJfffdF9OmTSt1TOfOnaN169bZ47LGY0zGtDKPaf78+WU+DwCqovT/lTNmzCi13X9HGJMxGZMxGZMxGZMxGZMxGZMxGZMxGZMxrdgxpfmL6tWrl3kMVAXV8j7hBx98kH0J99lnnxg3bly2fMKnn34aPXv2XO4lG5ZEWtKhaHmHRaVt6RfZ7Nmzy70fAAAAAAAAAFCVFRSmdRVy8MUXX8Sf//znuPfee7OUz+9///s477zzonHjxlEeUqpp++23j7vuuit69epVvH348OHRvn37eOCBB6J79+4lnpOWjrjkkkuyJFODBg1y6UdR5YRRo0blcj5g2cydOzdq1aoVzU8fGgXVy634C1XQgjk/xRfXdYs5564ZNauXf7COqmHWnAVR5/KZ0ebONlFQw+eK/BTOK4xRx42KOXPmRM2aNSu6OwAAAABVnrlEqrrlnrX7/vvv47LLLosbb7wxfvrppzj00EPj8ssvz0qeVITVV189uy+rCkLq38LHAAAAAAAAAAArYSDh+uuvz8IIaRmEXXbZJa655pqsakFFKlqqoWjphoWlbWmtltVWW60CegYAAAAAAAAAVcdyBRL++Mc/RkFBQRZC6NKlSzz//PPZbXHSsWeffXaUp/XWWy+aNGmSLemwqBEjRkTbtm3LtX0AAAAAAAAAIIclGwoLC7OJ/nT7JSsikJAccsghMXDgwPjiiy9igw02yLa9+OKL8cknn0S/fv3KvX0AAAAAAAAAqOqWK5AwbNiwWNFuuummmD59ekycODH7+fHHH48JEyZkj0866aSoX79+nHPOOfHQQw9Fx44d45RTTomZM2fGVVddFVtttVUcc8wxK7zPAAAAAAAAAFDVLFcgoUOHDrGiXX311TFu3Ljin//5z39mt+TII4/MAgmpKsLLL7+cLSlx1llnRa1atWLfffeNa665JlZbbbUV3mcAAAAAAAAAqGqWe8mGFe3zzz9fouPatGkTzz77bLn3BwAAAAAAAAAorVoZ2wAAAAAAAAAAlotAAgAAAAAAAACQO4EEAAAAAAAAACB3AgkAAAAAAAAAQO4EEgAAAAAAAACA3AkkAAAAAAAAAAC5E0gAAAAAAAAAAHInkAAAAAAAAAAA5E4gAQAAAAAAAADInUACAAAAAAAAAJA7gQQAAAAAAAAAIHcCCQAAAAAAAABA7gQSAAAAAAAAAIDcCSQAAAAAAAAAALkTSAAAAAAAAAAAcieQAAAAAAAAAADkTiABAAAAAAAAAMidQAIAAAAAAAAAkDuBBAAAAAAAAAAgdzXyPyUAAAAAQOU0f/78WLBgQUV3g0qmWrVqUb169YruBgBA7gQSAAAAAACWMIzQYoOmMWHSNxXdFSqZ9Zs2ic+/mCSUAABUOpU2kDB79uw4//zzY/DgwTFt2rTYeuut49JLL4299tqrorsGAAAAAKyCUmWEFEb44Zw1o6bFcMnJ3AURdfp/k32+BBIAgMqm0gYSevXqFUOGDIlTTz01Nt544xgwYEDss88+MWzYsNh1110runsAAAAAwCoqhRFqVi+o6G5QaRRWdAcAAMpNpQwkjBgxIu6///646qqr4vTTT8+29ezZM7bccss444wz4vXXX6/oLgIAAAAAAABApVYpC4ulygiptFWfPn2Kt9WuXTt69+4db7zxRnzxxRcV2j8AAAAAAAAAqOwqZSDh/fffj0022STq1atXYvsOO+yQ3X/wwQcV1DMAAAAAAAAAqBoq5ZINkyZNiqZNm5baXrRt4sSJS33ONm3alLn9448/jmrVqpXZXv369bNKDfPnz4/vvvuuzOc3atQou58zZ07MnDmz1P70/HSe5Mcff8xui6pVq1bUrVs3e5zOkc61qNVXXz27JakvqU+LSudI50qmTp1aZn+NyZhW5jElE+/qGwVhDUfyU1j4f+s4bnPrDxXdFSqR//exitHnjQ6/ssjV//tsbbTRRv47wpiMyZiMyZiMqYwxFV28ksbz008/lTqmZs2aJcY0d+7cUsekKpxFY/r+++/LHFOdOnWKxzRt2rQy+5v6UjSmdJ6yNGzYsHhMP/xQ+t8kxrTix+TfiJSnDTbYIAoKCqrM98mYVvyY/HeEMRlTxYxp9OjRxcdCVVRQWPRf0ZVIq1atYtNNN42nnnqqxPaxY8dm+6677ro49dRTcwkk/O9//8t+KTVv3ny5+gwAq7oxY8Zk9+n/awEAAKja/BsRAP7P+PHjs5DTV199VdFdgQpRKSskpIDA7NmzS20vShYWpZqWxqhRo3LpGwBUVkXhPf+fCQAAgH8jAgCQVKuML0NaPiEt27Coom3NmjWrgF4BAAAAAAAAQNVRKQMJbdu2jU8++aTUmk1vvfVW8X4AAAAAAAAAoPxUykBCt27dYv78+XH77bcXb0tLONx1112x4447xgYbbFCh/QMAAAAAAACAyq5GVEIpdHDooYfG2WefHZMnT47WrVvHwIED4/PPP4+///3vFd09AAAAAAAAAKj0KmUgIRk0aFCcd955MXjw4Jg2bVpsvfXW8cQTT0T79u0rumsAAAAAAAAAUOkVFBYWFlZ0JwAAAAAAAACAyqVaRXcAAAAAAAAAAKh8BBIAAAAAAAAAgNwJJAAAAAAAAAAAuRNIAAAAAAAAAAByJ5AAAAAAAAAAAOROIAEAAAAAAAAAyJ1AAgAAAAAAAACQO4EEAAAAAAAAACB3AgkAAAAAAAAAQO4EEgAAAAAAAACA3AkkAAAAAAAAAAC5E0gAAAAAAAAAAHInkAAALLOJEyfGhRdeGB988MEyn+Opp57KzlFeHnjggTjyyCNj4403joKCgth9993LrS0AAICqbGX/N+KUKVPiqquuivbt20eTJk2iQYMGsdNOO2X/bgQAoHwIJAAAy/XHposuumi5/9iUzlFebrnllnj00Udjgw02iIYNG5ZbOwAAAFXdyv5vxDfeeCP+/Oc/R6NGjeLcc8+Nyy67LNZYY43o0aNHXHDBBeXSJgBAVVejojsAAJC3BQsWxJw5c6J27doxePDgWG+99aJatWqx5ZZbVnTXAAAAqKB/I7Zp0yY+/fTT2HDDDYv3nXjiidGpU6e48sor44wzzog6depUaF8BACobFRIAYCU1bty47A8jm266aay++urRuHHjOPTQQ+Pzzz8vcdyAAQOypQhee+21+OMf/5iVnUx/QDnooIPim2++KXFsixYtYr/99otXX301dthhh2zCvmXLljFo0KBS7Y8dOzZrL105kq4YSWUsn3zyyeL9L730Umy//fbZ42OOOSbrQ7ql/iTDhw/Pnt+8efNYbbXVsgoF/fr1ix9//LH4HL169Yq//e1v2eOi56dbkR9++CFOO+207LnpHOm1uPrqq6OwsLBEX9Nz+vbtG/fcc0/2B6Z07DPPPJPtS89NYQQAAIBVmX8jLv+/ETfaaKMSYYSiY7t27RqzZ8/OxggAQL5USACAldTbb78dr7/+elY6cv3118/+yJSWH9h9993jww8/zP4AtLCTTjopW5IglZlMx15//fXZH2AWXQtz9OjR0a1bt+jdu3ccffTR8Y9//CP7o892222X/aEm+frrr2PnnXeOWbNmxcknn5z9oWvgwIFxwAEHxJAhQ7I/ZG2++eZx8cUXx/nnnx99+vSJ3XbbLXtuel7y0EMPZc///e9/nz1/xIgRceONN8aECROyfcnvfve7rKTn888/n1UyWFj6g1Jqb9iwYVlf27ZtG88++2z86U9/ii+//DKuu+66Esf/61//igcffDAb81prrZX9YQ0AAKCy8G/E8vs34ldffZXdp+MAAMhZIQCwUpo1a1apbW+88Ua67KNw0KBBxdvuuuuubFunTp0KFyxYULy9X79+hdWrVy+cPn168bYNN9wwO/aVV14p3jZ58uTC1VZbrfC0004r3nbqqadmxw0fPrx424wZMwo32mijwhYtWhTOnz8/2/b2229nx6U+LEn/L7/88sKCgoLCcePGFW/7wx/+kJ1jUUOHDs22X3rppSW2d+vWLTvH6NGji7el46pVq1Y4atSowp/Tpk2bwg4dOvzsMQAAACsj/0bM/9+IyZQpUwrXXnvtwt122+0XjwUAYOmpXwwAK6lUgrPI3LlzY8qUKdG6deto0KBBvPfee6WOT1egLFzKMl2NMn/+/Kys58K22GKL4itVklS+M5W5XLg05VNPPZWV69x1112Lt9WtWzdrI11Zk66+WZr+p7Ka3377bXZlTPrb0Pvvv/+Lz099qF69enb1zcJSec50jqeffrrE9g4dOmRjAwAAqIz8GzH/fyMuWLAgjjjiiJg+fXpWrQEAgPwJJADASiqto5lKXRatjZlKR6Y/DKU/lHz33Xeljk/rcC4sleZMpk2b9rPHFR278HHpD1TpD1CLSiU4i/b/kvHjx2dlPtP6oukPVanv6Q9CSVn9X1Rqo1mzZrHmmmsuUR/SWqAAAACVlX8j5v9vxLSsxTPPPBN33nlnbLPNNr94PAAAS6/GMjwHAFgB0h9G7rrrrjj11FPj17/+ddSvXz+7uiWtF5qu4lhUulKkLP9XrXLpj1se6aqbvfbaK6ZOnRpnnnlmbLbZZlGnTp1sXc/0B6iy+r+8Fr7aBgAAoLLxb8R8/4140UUXxc033xxXXHFFHHXUUbm3DwDA/xFIAICV1JAhQ+Loo4+Oa665pnjbTz/9lF39Ut423HDD+N///ldq+8cff1y8P1m4/OfCRo4cGZ988kkMHDgwevbsWbz9+eefL3Xs4s6R2njhhRdixowZJa6AWbQPAAAAVYF/I+b3b8S//e1vceGFF2bhjhSQAACg/FiyAQBWUukqlUWvSElrWqYrS8rbPvvsEyNGjIg33nijxBqft99+e7Ro0aJ4Hc50RUuy6B/Aiq6wWbj/6fFf//rXUm0t7hypD2msN910U4nt1113XfYHqr333juHkQIAAKwa/Bsxn38jPvDAA3HyySfHEUccEddee+0SPQcAgGWnQgIArKT222+/GDx4cFaGM/1xJ/3hJ10N0rhx43Jv+6yzzor77rsv+4NO+kNNWuMzXcny2WefxcMPPxzVqv1fprFVq1bRoEGDuPXWW7MrVNIfjnbccces/Gbad/rpp2clOOvVq5c9b9G1SpPtttsuu0/t/OY3v8n+UJVKju6///7RsWPH+POf/xyff/55tp7nc889F48++mh2FUs6/5J45ZVXslvyzTffZH80u/TSS7Of27dvn90AAABWdv6NuPz/RkyhilShIb1me+65Z9xzzz0l9u+8887RsmXL3F43AAAEEgBgpZWuFEl/eEl/IEllOHfZZZfsj03pDzLlbZ111onXX389K12ZrrhJ7W+99dbx+OOPx7777lt8XM2aNbM/Qp199tlxwgknxLx587I1TdMaoOnY9Aekyy+/PGrXrh0HHXRQ9O3bN/uj0cIOPvjgbC3U+++/P+6+++7sKpn0x6b0B63HHnsszj///OwKlnTedOXNVVddFaeddtoSj+Vf//pXtjbows4777zs/oILLhBIAAAAVgn+jbj8/0b88MMPY86cOVlY/dhjjy21P51TIAEAIF8FhYvW+QIAAAAAAAAAWE7/V0sLAAAAAAAAACBHAgkAAAAAAAAAQO4EEgAAAAAAAACA3AkkAAAAAAAAAAC5E0gAAAAAAAAAAHInkAAAAAAAAAAA5E4gAQAAAAAAAADInUACAAAAAAAAAJA7gQQAAAAAAAAAIHcCCQAAAAAAAABA7gQSAAAAAAAAAIDcCSQAAAAAAAAAALkTSAAAAAAAAAAAcieQAAAAwCpj7ty5sc4660RBQUGcf/75sTKbPn16XHjhhfHSSy8t97mGDh2anQsAAABgVSKQAAAAwCrjsccei8mTJ0fr1q3jrrvuivnz58fKHEi46KKLcgskpHMBAAAArEoEEgAAAFhl3HHHHbHxxhvHddddFxMmTIhnnnmmortUKcyYMaOiuwAAAABUQgIJAAAArBLGjRsXzz//fPTq1Sv23nvvaNq0adx5552ljtt9992jRYsW8dVXX8VRRx0VjRs3jtVXXz3at28f77zzToljP//882z5h7QcwtNPPx077bRTdmyTJk3id7/7Xfzwww+lzv/ll1/GcccdF+utt17UqlUr1l9//ejTp09MmjSp+JgBAwbERhttlD1OlQ1SG+mW+lXkgQceiK5du8aGG24YtWvXjkaNGkWXLl3i1VdfLdFees7AgQOzx0XnSbfUxtL0KUnVGoqee9ttt8XWW2+dtX3SSSctwzsCAAAA8PNq/MJ+AAAAWCn8/e9/z+579uwZ1atXz8IG1157bRY8WHfddUscm4IEu+22W2y33XZxySWXxNdff51VVUhBhrFjx8aaa65Z4vgURrjpppuyEEIKPLz44otx++23Z5P3t956a4mJ/+233z5bNiIFALbZZpv497//nVVuSNUa3n777VhnnXWy8ENqr1+/fnHQQQfFwQcfnD2/bt26xedK7TVs2DA7TwpXfPHFF9kYO3bsGC+//HLsvPPO2XHXX399Ns7hw4fH4MGDi59ftH9J+7Swv/71r9lrcvzxx2fhhUVfDwAAAIA8FBQWFhbmciYAAAAoJ/Pnz88qCWy55ZbFyzT873//i8022yz69+8fZ599dokKCWlCf9Ht999/fxx22GFZZYBUPaCoQkKqZJCqIvz3v/+Nli1bFh+fqhX861//imnTpkWdOnWKwxApFHDPPffE4YcfXnzsoEGD4uijj47evXsXV20oOvcFF1yQVWBYVApNFJ23SApXpDHuuOOO8eSTTxZvTyGJVCWhrH/CL02fUoWEFHho0KBBfPTRR6WCHAAAAAB5smQDAAAAK71UwSBVAjjmmGOKt2266aZZlYBUVWDRifpq1apl1QkWttdee2X3n3zySanzpyoGC4cRio6fO3dufPbZZ9nPCxYsiKFDh2btLjzxn6RqDa1atYp//vOfZYYGyrJwGGHGjBkxZcqUqFGjRhZGeOutt5boHMvapxRUEEYAAAAAyptAAgAAACu9tPxAqmKQqgeMHj26+Na5c+cYM2ZMDBs2rMTxzZo1i9q1a5fY1rhx4+w+TfwvatEwQlnHf/PNN1lwIPVhUWlphzZt2mTVFNJtSfznP/+Jrl27Rr169bLbWmutFU2aNImnnnoqpk6dukTnWNY+bbLJJkt0fgAAAIDlUWO5ng0AAADlbOLEidnyBWnZhrIm3pO0JMEee+xR/HP16tUXe76yKhgs7fHLa8KECbHrrrtG3bp1s2Ul0tITqWJCquxw+eWXZ0tFlKc11lijXM8PAAAAkAgkAAAAsFK76667sjDCddddF+uvv36p/WnJhrQsQapkUFTVoDyk6gVrrrlmjBo1qszQQtresGHD7FZUoWBxUn9TZYO03MLCQYrkz3/+c6njF3eupe0TAAAAwIokkAAAAMBKK02qp8DBBhtsEKecckqZE/NpaYZnnnkmBg8eHKeeemq59SVVL0hLLKR2hgwZEt26dSved88992RLR/Tu3bu4j6n6QVLW8gtFFRkWrb7w9NNPx4gRI0odv/C5GjVqtMx9AgAAAFiRBBIAAABYab3wwgvx2WefRb9+/RY7qd65c+eoX79+tmxDeQYSkv79+2d9Ouyww2LYsGGx1VZbxb///e+44447stDEZZddVnxsqtbQunXruP/++6NVq1axzjrrZMsy7L///rH33ntnj4866qj4wx/+EGuttVa89957WYggnXPkyJEl2t1pp53ipptuihNPPDH23XffqFmzZuy4446x0UYbLVWfAAAAAFakaiu0NQAAAFgKaVI9WfjK/0XVqlUrDjjggGx5gjfeeKNc+5OWjEgVDI4++uh45JFH4qSTTorHHnssjj322Hjrrbey0MHCUsBg4403jnPOOScLDKTjk5YtW8azzz6b7fvLX/4Sf/rTn2L06NHZtm233bZUu+m5p512Wrz66qvRq1ev7OeXX355mfoEAAAAsKIUFC5aHxIAAAAAAAAAYDmpkAAAAAAAAAAA5E4gAQAAAAAAAADInUACAAAAAAAAAJA7gQQAAAAAAAAAIHcCCQAAAAAAAABA7gQSAAAAAAAAAIDcCSQAAAAAAAAAALkTSAAAAAAAAAAAcieQAAAAAAAAAADkTiABAAAAAAAAAMidQAIAAAAAAAAAkDuBBAAAAAAAAAAgdwIJAAAAAAAAAEDuBBIAAAAAAAAAgNwJJAAAAAAAAAAAuRNIAAAAAAAAAAByJ5AAAAAAAAAAAETe/j8knVFJ+nu01AAAAABJRU5ErkJggg==" + "image/png": "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" }, "metadata": {}, - "output_type": "display_data" + "output_type": "display_data", + "jetTransient": { + "display_id": null + } } ], - "execution_count": 3 + "execution_count": 53 } ], "metadata": { diff --git a/docs/source/index.rst b/docs/source/index.rst index 1efd36c..e8ea7bf 100644 --- a/docs/source/index.rst +++ b/docs/source/index.rst @@ -6,7 +6,7 @@ OSmOSE_post_processing documentation ==================================== -OSmOSE_post_processing is an open-source python repository to process passive acoustic data particularly marine mammals automatic detections and manual annotations. +**OSmOSE_post_processing** is an open-source python repository to process passive acoustic data particularly marine mammals automatic detections and manual annotations. All results are formatted to suit `OSmOSE `_ convention. ==================== @@ -14,20 +14,27 @@ All results are formatted to suit `OSmOSE `_ :ref:`Installation ` ---------------------------------- -Instructions on how to install OSmOSE_post_processing. +Instructions on how to install **OSmOSE_post_processing** package. ==================== :ref:`Usage ` ---------------------------------- -Instructions on how to use **OSmOSE_post_processing**. +Instructions on how to use **OSmOSE_post_processing** package. + +==================== + +:ref:`Examples ` +---------------------------------- + +A set of jupyter notebooks that complete typical tasks. ==================== .. toctree:: - :maxdepth: 2 + :maxdepth: 1 :includehidden: installation diff --git a/docs/source/installation.rst b/docs/source/installation.rst index 59a9b41..974e323 100644 --- a/docs/source/installation.rst +++ b/docs/source/installation.rst @@ -3,18 +3,18 @@ .. _installation: -To use **OSmOSE_post_processing**, you first need to install it using the following procedure: +To use **OSmOSE_post_processing**, you first need to install it using one of the following: From Git -------- -You can install **OSmOSE_post_processing** from `git `_ if you want to have an editable version of it. This can be usefull for contributing to **OSEkit**, or to be able to easily update to the latest version. +You can install **OSmOSE_post_processing** from `git `_ if you want to have an editable version of it. This can be usefull for contributing to **OSmOSE_post_processing**, or to be able to easily update to the latest version. -The package will be installed with `uv `_, which is a Python package and project manager. Please refer to the `uv documentation `_ for installing uv. +The package will be installed with `uv `_, which is a Python package and project manager. Please refer to the `documentation `_ for installation. To download the repository, simply clone it from git: :: - git clone https://github.com/mathieudpnt/OSmOSE_post_processing.git + git clone https://github.com/Project-OSmOSE/OSmOSE_post_processing.git Then, you can pull the latest update: :: @@ -25,3 +25,14 @@ You can now install the package using uv from the cloned repository: :: uv sync This will create a virtual environment within your cloned repository and install all required dependencies for using and contributing to **OSmOSE_post_processing**. + + +With pip +-------- + +Alternatively, you can install it with a wheel file for any of our releases: + +* Get the ``.whl`` wheel file from `the github repository `_. +* Install it in a virtual environment using pip: :: + + pip install post_processing-x.x.x.-py3-none-any.whl \ No newline at end of file diff --git a/docs/source/usage.rst b/docs/source/usage.rst index c4bdc06..d719b88 100644 --- a/docs/source/usage.rst +++ b/docs/source/usage.rst @@ -3,5 +3,22 @@ .. _usage: -In **OSmOSE_post_processing**, ... +In **OSmOSE_post_processing**, data is manipulated through `DataAplose` objects. +==================== + +.. topic:: :ref:`Overview ` + sentence + +.. topic:: :ref:`Single barplot ` + sentence + +.. topic:: :ref:`Multi barplot ` + sentence + +.. toctree :: + :hidden: + + publicapi_usage + coreapi_home + multiprocessing