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{ | |
"cells": [ | |
{ | |
"cell_type": "code", | |
"execution_count": 1, | |
"id": "514e3140-c46d-465f-b95a-fa663beb9eaa", | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"%matplotlib ipympl" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 2, | |
"id": "9d03537f-9349-45d8-9c95-84e2d28a05fc", | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"from pathlib import Path\n", | |
"import dkist\n", | |
"import matplotlib.pyplot as plt\n", | |
"import matplotlib.colors as colors\n", | |
"import astropy.units as u\n", | |
"from astropy.table import Table\n", | |
"from dkist.data.sample import VISP_BKPLX\n", | |
"import numpy as np\n", | |
"from astropy.wcs import WCS\n", | |
"import warnings\n", | |
"from sunpy.net import Fido, attrs as a\n", | |
"import dkist.net" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 3, | |
"id": "ffb2a0f9-e5ae-4f7f-bb13-dacdde4cdbf8", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"application/vnd.jupyter.widget-view+json": { | |
"model_id": "5454f49c204c4dd283b9806fb21f6b68", | |
"version_major": 2, | |
"version_minor": 0 | |
}, | |
"text/plain": [ | |
"Files Downloaded: 0%| | 0/1 [00:00<?, ?file/s]" | |
] | |
}, | |
"metadata": {}, | |
"output_type": "display_data" | |
}, | |
{ | |
"name": "stderr", | |
"output_type": "stream", | |
"text": [ | |
"/home/stuart/.virtualenvs/dkist-release/lib/python3.13/site-packages/asdf/_asdf.py:310: AsdfPackageVersionWarning: File 'file:///home/stuart/sunpy_data/data/CRYO-NIRSP_L1_20250323T233600_CSZSML_metadata.asdf' was created with extension URI 'asdf://dkist.nso.edu/dkist/extensions/dkist-1.4.0' (from package dkist==1.11.0), but older package (dkist==0.1.dev876+g350d485) is installed.\n", | |
" warnings.warn(msg, AsdfPackageVersionWarning)\n", | |
"/home/stuart/.virtualenvs/dkist-release/lib/python3.13/site-packages/asdf/_asdf.py:310: AsdfPackageVersionWarning: File 'file:///home/stuart/sunpy_data/data/CRYO-NIRSP_L1_20250323T233600_CSZSML_metadata.asdf' was created with extension URI 'asdf://dkist.nso.edu/dkist/extensions/dkist-wcs-1.2.0' (from package dkist==1.11.0), but older package (dkist==0.1.dev876+g350d485) is installed.\n", | |
" warnings.warn(msg, AsdfPackageVersionWarning)\n" | |
] | |
}, | |
{ | |
"data": { | |
"application/vnd.jupyter.widget-view+json": { | |
"model_id": "773f6e4286134764a02a1271fdbbe1df", | |
"version_major": 2, | |
"version_minor": 0 | |
}, | |
"text/plain": [ | |
"Files Downloaded: 0%| | 0/1 [00:00<?, ?file/s]" | |
] | |
}, | |
"metadata": {}, | |
"output_type": "display_data" | |
}, | |
{ | |
"name": "stderr", | |
"output_type": "stream", | |
"text": [ | |
"/home/stuart/.virtualenvs/dkist-release/lib/python3.13/site-packages/asdf/_asdf.py:310: AsdfPackageVersionWarning: File 'file:///home/stuart/sunpy_data/data/CRYO-NIRSP_L1_20250323T233040_KJBQTD_metadata.asdf' was created with extension URI 'asdf://dkist.nso.edu/dkist/extensions/dkist-1.4.0' (from package dkist==1.11.0), but older package (dkist==0.1.dev876+g350d485) is installed.\n", | |
" warnings.warn(msg, AsdfPackageVersionWarning)\n", | |
"/home/stuart/.virtualenvs/dkist-release/lib/python3.13/site-packages/asdf/_asdf.py:310: AsdfPackageVersionWarning: File 'file:///home/stuart/sunpy_data/data/CRYO-NIRSP_L1_20250323T233040_KJBQTD_metadata.asdf' was created with extension URI 'asdf://dkist.nso.edu/dkist/extensions/dkist-wcs-1.2.0' (from package dkist==1.11.0), but older package (dkist==0.1.dev876+g350d485) is installed.\n", | |
" warnings.warn(msg, AsdfPackageVersionWarning)\n" | |
] | |
} | |
], | |
"source": [ | |
"CSZSML = dkist.load_dataset(Fido.fetch(Fido.search(a.dkist.Dataset(\"CSZSML\"))))\n", | |
"KJBQTD = dkist.load_dataset(Fido.fetch(Fido.search(a.dkist.Dataset(\"KJBQTD\"))))" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 4, | |
"id": "138ffdb3-23e7-4093-aed7-1357834a7074", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/plain": [ | |
"<dkist.dataset.dataset.Dataset object at 0x7f02d4a11810>\n", | |
"This CRYO-NIRSP Dataset KJBQTD consists of 321 frames.\n", | |
"Files are stored in /home/stuart/sunpy_data/data\n", | |
"\n", | |
"This Dataset has 3 pixel and 4 world dimensions.\n", | |
"\n", | |
"The data are represented by a <class 'dask.array.core.Array'> object:\n", | |
"dask.array<reshape, shape=(321, 1918, 915), dtype=float32, chunksize=(1, 1918, 915), chunktype=numpy.ndarray>\n", | |
"\n", | |
"Array Dim Axis Name Data size Bounds\n", | |
" 0 scan step number 321 None\n", | |
" 1 spatial along slit 1918 None\n", | |
" 2 dispersion axis 915 None\n", | |
"\n", | |
"World Dim Axis Name Physical Type Units\n", | |
" 3 time time s\n", | |
" 2 helioprojective latitude custom:pos.helioprojective.lat arcsec\n", | |
" 1 helioprojective longitude custom:pos.helioprojective.lon arcsec\n", | |
" 0 wavelength em.wl nm\n", | |
"\n", | |
"Correlation between pixel and world axes:\n", | |
"\n", | |
" | PIXEL DIMENSIONS\n", | |
" | dispersion | spatial | scan step\n", | |
" WORLD DIMENSIONS | axis | along slit | number\n", | |
"------------------------- | ---------- | ---------- | ----------\n", | |
" wavelength | x | |\n", | |
"helioprojective longitude | | x | x\n", | |
" helioprojective latitude | | x | x\n", | |
" time | | | x" | |
] | |
}, | |
"execution_count": 4, | |
"metadata": {}, | |
"output_type": "execute_result" | |
} | |
], | |
"source": [ | |
"KJBQTD" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 5, | |
"id": "29960fd1-57a9-4e02-8337-a923ac390755", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/plain": [ | |
"<dkist.dataset.dataset.Dataset object at 0x7f02d52630e0>\n", | |
"This CRYO-NIRSP Dataset CSZSML consists of 321 frames.\n", | |
"Files are stored in /home/stuart/sunpy_data/data\n", | |
"\n", | |
"This Dataset has 3 pixel and 3 world dimensions.\n", | |
"\n", | |
"The data are represented by a <class 'dask.array.core.Array'> object:\n", | |
"dask.array<reshape, shape=(321, 1894, 1756), dtype=float32, chunksize=(1, 1894, 1756), chunktype=numpy.ndarray>\n", | |
"\n", | |
"Array Dim Axis Name Data size Bounds\n", | |
" 0 scan step number 321 None\n", | |
" 1 detector x axis 1894 None\n", | |
" 2 detector y axis 1756 None\n", | |
"\n", | |
"World Dim Axis Name Physical Type Units\n", | |
" 2 time time s\n", | |
" 1 helioprojective latitude custom:pos.helioprojective.lat arcsec\n", | |
" 0 helioprojective longitude custom:pos.helioprojective.lon arcsec\n", | |
"\n", | |
"Correlation between pixel and world axes:\n", | |
"\n", | |
" | PIXEL DIMENSIONS\n", | |
" | detector | detector | scan\n", | |
" | y axis | x axis | step\n", | |
" WORLD DIMENSIONS | | | number\n", | |
"------------------------- | -------- | -------- | --------\n", | |
"helioprojective longitude | x | x | x\n", | |
" helioprojective latitude | x | x | x\n", | |
" time | | | x" | |
] | |
}, | |
"execution_count": 5, | |
"metadata": {}, | |
"output_type": "execute_result" | |
} | |
], | |
"source": [ | |
"CSZSML" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 6, | |
"id": "b8e01fe2-3d63-41ba-bcaf-34c8e59b3ace", | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"def compare_plot(dataset, downsample=20, step_inds=None): \n", | |
" n_steps = dataset.data.shape[0]\n", | |
" n_slit = dataset.data.shape[1]\n", | |
" zz = np.zeros(n_slit)\n", | |
" yy = np.arange(n_slit).astype(int)\n", | |
" fig,ax = plt.subplots(1, 2, figsize=(10,4), sharex=True, sharey=True)\n", | |
" ax = ax.flatten()\n", | |
"\n", | |
" step_inds = range(0, n_steps-1, downsample) if step_inds is None else list(step_inds)\n", | |
" \n", | |
" for step in step_inds:\n", | |
" coords = dataset.wcs.array_index_to_world(step, yy, 0)[1]\n", | |
" ax[0].plot(coords.Tx, coords.Ty, 'k')\n", | |
" ax[0].set_aspect(1)\n", | |
" ax[0].set_xlabel('Tx')\n", | |
" ax[0].set_ylabel('Ty')\n", | |
" \n", | |
" for step in step_inds: \n", | |
" with warnings.catch_warnings():\n", | |
" warnings.simplefilter(\"ignore\")\n", | |
" wcs = WCS(dict(dataset.headers[step]))\n", | |
" coords = wcs.array_index_to_world(0, yy, 0)[1]\n", | |
" ax[1].plot(coords.Tx, coords.Ty, 'b')\n", | |
" \n", | |
" ax[1].set_aspect(1)\n", | |
" ax[1].set_xlabel('Tx')\n", | |
" ax[0].set_title(f\"ASDF GWCS Coordinate for {(n_steps//downsample)+1} of {n_steps} slit positions\")\n", | |
" ax[1].set_title(\"L1 FITS WCS Coordinates\")\n", | |
" ax[0].axis(ax[1].axis())\n", | |
" fig.tight_layout()" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 7, | |
"id": "2760dd03-daef-4313-a265-375bdba98520", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"application/vnd.jupyter.widget-view+json": { | |
"model_id": "c4d5ea53a1f94b919ce92a48f7211ca7", | |
"version_major": 2, | |
"version_minor": 0 | |
}, | |
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", 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"\n", | |
" <div style=\"display: inline-block;\">\n", | |
" <div class=\"jupyter-widgets widget-label\" style=\"text-align: center;\">\n", | |
" Figure\n", | |
" </div>\n", | |
" <img 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+vc8ufPj7FjxwIAOnfujIULF2LhwoUoV64cAHHRL1euHJ4/f45Ro0Zh4sSJePr0KSpVqoS//vor1f0rV64cFi5cCACoUqWK3C4gPAHCwsKwZcsWdOvWDRMmTMCbN29Qt25drFmzJtm2xo0bh40bN2LAgAGYOHHie5laFxsbi+XLlyMsLMyoKdjGnAPDhg2T09LHjh2LhQsXokuXLprbfvXqFR4+fIjLly9j2rRp2Lx5MypXrqz5c3fv3gUAeHp6amqNZfTo0RgzZgwqVqyI6dOnY9iwYciRIweOHTtm9DbKlSuHXr16AQCGDh0qz4X8+fOr/lx8fDyqV68Ob29vTJ48GcHBwRg1ahRGjRolNUSEunXrYtq0aahevTq++eYbBAYGYuDAgejXr5/UnT59GrVr10Z0dDTGjh2LqVOnom7duqo3mrp06YIqVaoAgNxn5RxOidOnT6Ns2bI4efIkvvjiC4wYMQJXr15FhQoVcOjQoWT6nj174uTJkxg1ahQ+//xzrF+/Hj169JDfv3//PqpWrYpr165h8ODB+OGHH9CyZctkBT/DvG9evHiR7DNGQkLCO283c+bMsLe3x/r16/H48WOTf97f3x8+Pj4Gn0kOHz6MmJgYhIWFISwszOBvXFmip18cr1+/Hv7+/ine9EyK8plk0aJFiIuLM3l/lSJS+SynhbGfNbZv345q1arh/v37GD16NPr164f9+/ejTJkyKfp+NG7cGK9fv8bEiRPx2WefARB+QSNGjECRIkUwZcoU+Pv7o2rVqnj16pVR+/rkyRNUr14dRYoUwdSpU5EvXz4MGjQImzdvlprnz5/jl19+QYUKFfDVV19h9OjRePDgAapVqyY9cLy8vPDjjz8CEDedlXFXWR5x+vRphIaG4uzZsxg8eDCmTp0KR0dHREZGGnx+SItrF8N8MMzYvc9wHDlyxGA6aUJCAmXPnp169+5toHv9+jUFBgYSAMqZMye1a9eOZs+eneLULbUp7kRiyjYAgynjbdu2JQDJHlpTe/v27UsA6MSJEwbPR0dH04MHD+Qj6ZStkiVLUkBAgPx/ly5dqGLFikRE9MUXX1DJkiXl9xo1akQODg4UGxtLREQnT54kAMneo9Qw5b1LCXd3dypSpIhR2vv375ONjQ1VrVrVYAr19OnTCQDNmTOHiIhiYmIoc+bMVLBgQYqKipK6DRs2EAAaOXKkfE45NoMHDzZ4rRMnThAA6tatm8HzypQ8/WldyjTGq1evyudy5sxJAGj37t0G+29ra0v9+/eXz7158ybZdPCrV6+Sra0tjR07Vj6X2hT3hIQEypMnD1WrVk1OkSQSxyVXrlypTkvUB0CyKe59+vQhAAZT/F68eEG5cuUiPz8/uc/K9Ep/f396/fq15mslxZQp7uvXrycANHPmTE2tKeeAsdNQ9VGWngAgCwsLatSoET1+/Fjz5yIiIsjFxYWePHmSqsbUKa5FihShWrVqqWpSmuKedFqkqVPclb+dnj17yucSEhKoVq1aZGNjI8fItWvXEgAaP368wc83atSIdDodXbp0iYiIpk2bpjq2Eom/jaR/B2pT3JP+rUZGRpKNjQ1dvnxZPnf79m1ydnamcuXKyeeUcyIiIsLg76pv375kaWlJT58+JSKiNWvWvNPyCCZj8zZjy9tOcU/poX9Netsp7kREI0eOJADk6OhINWrUoAkTJtDRo0eN3sfGjRuTvb09xcTEEBHRpEmTKFeuXERENHPmTMqcObPUDhgwgADQrVu3iEhMKQdA9erVM+q1EhISqHz58gSAvL29qXnz5jRjxgy6fv26UT9frFgxcnV1NUprynWmaNGilDlzZnr06JF87uTJk2RhYUFt2rSRzyljdfPmzQ1eS/n8U6tWLYMxaejQoQTA4JxRzgn9sVx5TxYsWCCfi46OpixZslDDhg3lc3FxcRQdHW3w2k+ePCFvb2/q0KGDfE7tnKlcuTIVKlSI3rx5I59LSEigsLAwypMnj3zOmGsXw6QXuIOehixatAje3t6oWLEiADHdsWnTpli6dKmBC7m9vT0OHTqEgQMHAhB3RDt27IisWbOiZ8+eKTqzp4aTkxMAcTdbHzs7O2zbts3gMXXqVNVtKdOElW0qbNq0CV5eXvKh3DFWCA8Px+XLl2W3bt++ffLOc5kyZXD8+HG8fv1afi8kJEQaKSmvmdLU9pR41/fu+fPnRr/W9u3bERMTgz59+hhMkf7ss8/g4uIip18fOXIE9+/fR7du3WBnZyd1tWrVQr58+ZJN0waAzz//3OD/mzZtAgDZVVTo06ePUfsKCPfasmXLyv97eXkhMDAQV65ckc/Z2trK3yU+Ph6PHj2SU3uNuYt84sQJXLx4ES1atMCjR49k5+TVq1eoXLkydu/e/VZdlE2bNqFUqVIGXQwnJyd07twZ165dw5kzZwz0bdu2hb29vcmvYwqLFy+GtbU1mjRpoql9m3PAFPr06YNt27Zh/vz5qFGjBuLj4xETE6P6MxMnTsT27dvx5Zdfws3N7Z1eXx83NzecPn0aFy9eTLNtmoJ+R1mn06FHjx6IiYnB9u3bAYhzydLSMtnfUv/+/UFEsnujvCfr1q1Lk85fUuLj47F161ZERkbC399fPp81a1a0aNECe/fuTbY0o3PnzgZTj8uWLYv4+Hhcv37dYJ83bNhgMIOHYT40I0eOTPYZI0uWLGmy7TFjxmDx4sUoVqwYtmzZgmHDhiE4OBjFixdPNkU7JcLDwxEVFYWjR48CSP6Z5P79+3L82rdvH3LlyiXNZU39TKLT6bBlyxaMHz8e7u7uWLJkCbp3746cOXOiadOmmqkwpnwmMfY6c+fOHZw4cQLt2rWDh4eH1BUuXBhVqlSRnzf06dq1q8H/lc8/PXv2NBiTTPlM4uTkZDAj08bGBqVKlTL4TGJpaSlnwCUkJODx48eIi4tDiRIljPpM8vjxY+zcuRNNmjQxmNXx6NEjVKtWDRcvXpTT/8197WIYU+ACPY2Ij4/H0qVLUbFiRVy9ehWXLl3CpUuXEBISgnv37mHHjh0GeldXV0yePBnXrl3DtWvXMHv2bAQGBmL69OkYN26c0a/78uVLAMkvJpaWloiIiDB4KG7lqaFsQ9mmQpkyZeQFuGrVqsl+Tn/N19OnT3H69Gm5HissLAxxcXH466+/cPXqVdy5c8egCFPWjCe9waDGu7x3Li4uRr+W8qE4MDDQ4HkbGxv4+/vL76emA4B8+fLJ7ytYWVkhe/bsyV7LwsICAQEBBs+ntM3USGmJgLu7O548eSL/n5CQgGnTpiFPnjywtbWFp6cnvLy88Pfff2sugQAgL2xt27Y1uGnj5eWFX375BdHR0UZtJynXr19P8XdVpjwnfQ9z5cpl8muYwsuXL7Fu3TpUq1ZNcw0hYPo5YCr58uVDREQE2rRpgw0bNuDly5eoU6dOqss8li1bhuHDh6Njx47Jbga9K2PHjsXTp0+RN29eFCpUCAMHDsTff/+dpq+RGhYWFgbFLgCZBqFM27x+/Tp8fHySjYlJz6WmTZuiTJky6NSpE7y9vdGsWTMsX748zYr1Bw8e4PXr16me1wkJCbh586bB80n/ht3d3QFA/g2XL18eDRs2xJgxY+Dp6Yl69eqlGrfJMO+TQoUKJfuMoV80vivNmzfHnj178OTJE2zduhUtWrTA8ePHUadOnRSjI/XR/0xCRHJqNwAULFgQLi4u2LdvH968eYOjR4++82cSW1tbDBs2DGfPnsXt27exZMkShIaGYvny5QY3FFMiLT6TAIbXGTVd/vz55U11fZJeU5Vt5MmTx+B5Ly8vOS5pkT179mReB0k/kwDA/PnzUbhwYbku3MvLCxs3bjTqs8SlS5dARBgxYkSyzyTK0qf79+8DMO+1i2FMhQv0NGLnzp24c+cOli5dijx58siH0n1LySxOIWfOnOjQoQP27dsHNzc3VW1STp06BQDJotzeBsU0TdmmgpeXl7wAp2SYolzc9u7diwMHDgCAjCvx9PREnjx5sHfvXrkmTP9imDt3blhZWeGff/55q3029b3Lly8fLly4oNl9fJ/od7HTEktLyxSf1y/iJk6ciH79+qFcuXL49ddfsWXLFmzbtg0FChQwqjBRNFOmTEnWPVEeSWdgvA/ed/d87dq1eP36tTTwS280atQIhw8fTjF6Z9u2bWjTpg1q1aqF//3vf2n+2uXKlcPly5cxZ84cFCxYEL/88guKFy+eYqxjesbe3h67d+/G9u3b0bp1a/z9999o2rQpqlSpYjDj6UOi9Tes0+mwcuVKHDhwAD169MCtW7fQoUMHBAcHJ7uxyjAZARcXF1SpUgWLFi1C27Ztcfny5RT9G/QpUqQInJ2dsXfvXpw7dw6PHz+WHXQLCwuEhIRg7969cm160gLdx8cn2ecgY8maNSuaNWuG3bt3I0+ePFi+fLnq2vR8+fLh2bNnyW7WfWjexzXVmM8kv/76K9q1a4eAgADMnj0bv//+O7Zt24ZKlSqZ9JlkwIABqX4mUT4fZ5RrF/NpwAV6GrFo0SJkzpwZK1asSPZo3rw51qxZg6ioKNVtuLu7IyAgwKRcUsWgqFq1au+0/wBQo0YNWFpamnSDABCmLkoRvm/fPgQFBRlMqVVMWVLKGnVwcEClSpWwe/fud7pAGfve1alTB1FRUVi1apXmNpWp/OfPnzd4PiYmBlevXpXfT02nPJd0SUBqr5WQkCAdYfV/Pi1ZuXIlKlasiNmzZ6NZs2aoWrUqIiIikk3DS83hV+nwu7i4JOueKA/9fFljyZkzZ4q/67lz5+T3PySLFi2Ck5MT6tata5Q+Lc4BU1DGkqQdhkOHDqF+/fooUaIEli9f/t4yuT08PNC+fXssWbIEN2/eROHChVPMBVfjbVykExISDKZHApA3KRQjv5w5c+L27dvJulIpnUsWFhaoXLkyvvnmG5w5cwYTJkzAzp07DRyE33a/vby84ODgkOp5bWFhAV9fX6O2lZTQ0FBMmDABR44cwaJFi3D69GksXbr0rbbFMB8LJUqUAADN67ylpSVCQ0Oxb98+7N27Fy4uLihUqJD8vv5nEgDJ3NNr166Ny5cvy4bD22BtbY3ChQsjNjYWDx8+TFVXp04dAKJQ1cLY64ya7ty5c/D09ISjo6NRr5V0OviDBw+SdcDfhZUrV8Lf3x+rV69G69atUa1aNURERCSbJZHauKvMqLK2tk71M4n+bKq0uHYxzIeAC/Q0ICoqCqtXr0bt2rXRqFGjZI8ePXrgxYsX0q3z5MmTKQ7Y169fx5kzZ4ye1rx48WL88ssvKF26tFGOzlrkyJEDHTp0wObNmzF9+vQUNalNqQ0PD8eJEyewdevWZM6nYWFhOHDgAPbs2YPChQsnm3o6atQoEBFat26dYhfo6NGjmD9/PoB3f++6du2KrFmzon///il2H+/fv4/x48cDACIiImBjY4Pvv//e4PeePXs2nj17Jh3WS5QogcyZM+N///ufwVTTzZs34+zZs0Y5sdeoUQMA8P333xs8/+2332r+rClYWlomO4YrVqxIFtGiXLyTFu7BwcEICAjA119/neKxShoJZSw1a9bEX3/9ZfCB6NWrV5g1axb8/PwQFBT0Vtt9Gx48eIDt27ejfv36cHBwMOpn0uIcSAllap4+sbGxWLBgAezt7Q3eF+V1/Pz8sGHDhvc2y+DRo0cG/3dyckLu3LlNnmad2jmmhf7YRESYPn06rK2t5RhYs2ZNxMfHJxvDpk2bBp1OJ//WUnKILlq0KACo/i7G7relpSWqVq2KdevWGbgm37t3D4sXL0Z4eLjRkZoKT548Sfb3a8w+M8zHwuvXr1MtjBX/CGM+I4WHh+PBgweYO3cuQkJCDGathYWF4fz581i3bh0yZcqULD3iiy++gKOjIzp16oR79+4l2/bly5fx3XffARAF7I0bN5Jpnj59igMHDsDd3V1GhKVEo0aNUKhQIUyYMCHF3/vFixcYNmwYAOOvM1mzZkXRokUxf/58g3Hq1KlT2Lp1K2rWrJnq/igoN9t/+OEHgzHnfXwmAQw/Wx46dCjZe6Fci5OOu5kzZ0aFChXw008/pXjjRv8zSVpduxjmQ/B+2iufGL/99htevHiRarctNDQUXl5eWLRoEZo2bYpt27Zh1KhRqFu3LkJDQ2W275w5cxAdHZ3i3byVK1fCyckJMTExuHXrFrZs2YJ9+/ahSJEiWLFiRZr9Lt9++y2uXr2Knj17YunSpahTpw4yZ86Mhw8fYt++fVi/fn2KF8fw8HDMnTsXhw8fRvfu3Q2+FxYWhmfPnuHZs2fo2bNnsp8NCwvDjBkz0K1bN+TLlw+tW7dGnjx58OLFC/zxxx/47bffZNH8Nu+dPu7u7lizZg1q1qyJokWLolWrVnJt/rFjx7BkyRLZ4ffy8sKQIUMwZswYVK9eHXXr1sX58+cxc+ZMlCxZUpqfWFtb46uvvkL79u1Rvnx5NG/eHPfu3cN3330HPz8/9O3bV/N9L1q0KJo3b46ZM2fi2bNnCAsLw44dO3Dp0iXNnzWF2rVrY+zYsWjfvj3CwsLwzz//YNGiRcnW9QYEBMDNzQ3/+9//4OzsDEdHR4SEhCBXrlz45ZdfUKNGDRQoUADt27dHtmzZcOvWLezatQsuLi5Yv369yfs1ePBgLFmyBDVq1ECvXr3g4eGB+fPn4+rVq1i1atU7LQnYvXs3du/eDUBcrF+9eiXPp3Llysn4OIVly5YhLi7OpOntaXEOpESXLl3w/PlzlCtXDtmyZcPdu3exaNEinDt3DlOnTjUwiaxWrRqePHmCgQMHJjOlCwgIMJi5sn79epw8eRKAKPj//vtv+Z7UrVsXhQsXTnWfgoKCUKFCBQQHB8PDwwNHjhzBypUrNddaJqVo0aKwtLTEV199hWfPnsHW1haVKlVSzTm2s7PD77//jrZt2yIkJASbN2/Gxo0bMXToUPkhuE6dOqhYsSKGDRuGa9euoUiRIti6dSvWrVuHPn36yFkgY8eOxe7du1GrVi3kzJkT9+/fx8yZM5E9e/YU84gVlPGiV69eqFatGiwtLdGsWbMUtePHj5dZ6926dYOVlRV++uknREdHJ8sDNob58+dj5syZqF+/PgICAvDixQv8/PPPcHFxMepDN/NpMGfOHPz+++/Jnu/duzecnZ3f6e//ffP69WuEhYUhNDQU1atXh6+vL54+fYq1a9diz549iIyMRLFixTS3o/wNHzhwINnngtDQUOh0Ohw8eBB16tRJ1p0NCAjA4sWL0bRpU+TPnx9t2rRBwYIFERMTg/3792PFihVo164dANE0aNGiBWrUqIGyZcvCw8MDt27dwvz583H79m18++23qU71BsS1Y/Xq1YiIiEC5cuXQpEkTlClTBtbW1jh9+jQWL14Md3d3TJgwwaTrzJQpU1CjRg2ULl0aHTt2RFRUFH744Qe4uroa1TH28vLCgAEDMGnSJNSuXRs1a9bE8ePHsXnz5jSN7axduzZWr16N+vXro1atWrh69Sr+97//ISgoyKAJoNyQXrZsGfLmzQsPDw8ULFgQBQsWxIwZMxAeHo5ChQrhs88+g7+/P+7du4cDBw7g33//led6Wl27GOaDYAbn+AxHnTp1yM7Ojl69epWqpl27dmRtbU0PHz6kK1eu0MiRIyk0NJQyZ85MVlZW5OXlRbVq1aKdO3ca/JwSgaE87OzsKHv27FS7dm2aM2eOQayEQtu2bcnR0fGtf5+4uDiaO3cuVapUiTw8PMjKyoo8PT2pcuXK9L///c8g3kPh/Pnzch8vXLhg8L2EhARyc3MjALRs2bJUX/fo0aPUokUL8vHxIWtra3J3d6fKlSvT/PnzZcyWKe+dGrdv36a+fftS3rx5yc7OjhwcHCg4OJgmTJhAz549M9BOnz6d8uXLR9bW1uTt7U2ff/55irFVy5Yto2LFipGtrS15eHhQy5Yt6d9//zXQqB2bqKgo6tWrF2XKlIkcHR2pTp06dPPmTaNj1lKKDylfvrxBrNibN2+of//+lDVrVrK3t6cyZcrQgQMHkumIiNatW0dBQUFkZWWVLGrq+PHj1KBBA8qUKRPZ2tpSzpw5qUmTJrRjx44Ufzd9kELMGhHR5cuXqVGjRuTm5kZ2dnZUqlQp2rBhg4FGiXNZsWKF5usoJP0b0n+kFNminFtxcXFGv4aCMeeAKVFIS5YsoYiICPL29iYrKytyd3eniIgIWrdunYFOiQNL7ZE0Rim1KMakxzklxo8fT6VKlSI3Nzeyt7enfPny0YQJE2SkEZFxMWtERD///DP5+/uTpaWlZuSa8rdz+fJlqlq1Kjk4OJC3tzeNGjUqWXTgixcvqG/fvnIsyZMnD02ZMsUgLmjHjh1Ur1498vHxIRsbG/Lx8aHmzZsbjF8pxazFxcVRz549ycvLi3Q6ncHvmdI5dezYMapWrRo5OTmRg4MDVaxYkfbv32+gSe2cSBpfdOzYMWrevDnlyJGDbG1tKXPmzFS7dm06cuRIqu8b8+mgnEepPW7evElE7/b3b+wY/LYxa7GxsfTzzz9TZGQk5cyZk2xtbcnBwYGKFStGU6ZMSRbJlRqvXr2S166tW7cm+37hwoUJAH311VepbuPChQv02WefkZ+fH9nY2JCzszOVKVOGfvjhB/nZ6969e/Tll19S+fLlKWvWrHKcrlSpEq1cudKofSUS0WIjR46kQoUKkYODA9nZ2VHBggVpyJAhdOfOHQOtMdcZIqLt27dTmTJlyN7enlxcXKhOnTp05swZA41alG98fDyNGTNGfl6oUKECnTp1KtlYnlrMWkrHv23btpQzZ075/4SEBJo4caI81sWKFaMNGzYk0xER7d+/n4KDg8nGxibZ+XP58mVq06YNZcmShaytrSlbtmxUu3Ztg2NgzLWLYdILOqJU5iwzDMMwTDqhXbt2WLlyJZuhMQzDMAyToeE16AzDMAzDMAzDMAyTDuACnWEYhmEYhmEYhmHSAVygMwzDMAzDMAzDMEw6gNegMwzDMAzDMAzDMEw6gDvoDMMwDMMwDMMwDJMO4AKdYRiGYRiGYRiGYdIBVubeAebTJiEhAbdv34azszN0Op25d4dhGDNCRHjx4gV8fHxgYcH3j5mPH77GMQwD8PWNMQ0u0Bmzcvv2bfj6+pp7NxiGSUfcvHkT2bNnN/duMMw7w9c4hmH04esbYwxcoDNmxdnZGYAYsFxcXMy8NwzDmJPnz5/D19dXjgsM87HD1ziGYQC+vjGmwQU6Y1aUKX8uLi784YVhGADgqcBMhoGvcQzD6MPXN8YYeBEEwzAMwzAMwzAMw6QDuED/RKlbty5y5MgBOzs7ZM2aFa1bt8bt27fl969duwadTpfscfDgQYPtrFixAvny5YOdnR0KFSqETZs2fehfhWEYhmEYhmEYJkPABfonSsWKFbF8+XKcP38eq1atwuXLl9GoUaNkuu3bt+POnTvyERwcLL+3f/9+NG/eHB07dsTx48cRGRmJyMhInDp16kP+KgzDMAzDMAzDMBkCHRGRuXeCMT+//fYbIiMjER0dDWtra1y7dg25cuXC8ePHUbRo0RR/pmnTpnj16hU2bNggnwsNDUXRokXxv//9z6jXff78OVxdXfHs2TNen8cwnzg8HjAZDT6nGYYBeCxgTIM76AweP36MRYsWISwsDNbW1gbfq1u3LjJnzozw8HD89ttvBt87cOAAIiIiDJ6rVq0aDhw48N73mWEYhmEYhmEYJqPBBfonzKBBg+Do6IhMmTLhxo0bWLdunfyek5MTpk6dihUrVmDjxo0IDw9HZGSkQZF+9+5deHt7G2zT29sbd+/eTfU1o6Oj8fz5c4MHwzAMw2QE+BrHMAzDvCtcoGcgBg8enKKxm/7j3LlzUj9w4EAcP34cW7duhaWlJdq0aQNlxYOnpyf69euHkJAQlCxZEl9++SVatWqFKVOmvNM+Tpo0Ca6urvLh6+v7TttjGIZhmPQCX+MYhmGYd4Vz0DMQ/fv3R7t27VQ1/v7+8mtPT094enoib968yJ8/P3x9fXHw4EGULl06xZ8NCQnBtm3b5P+zZMmCe/fuGWju3buHLFmypPr6Q4YMQb9+/eT/nz9/zh9gGIZhmAwBX+MYhmGYd4UL9AyEl5cXvLy83upnExISAIjpealx4sQJZM2aVf6/dOnS2LFjB/r06SOf27ZtW6oFPgDY2trC1tb2rfaRYRiGYdIzfI1jGIZh3hUu0D9BDh06hMOHDyM8PBzu7u64fPkyRowYgYCAAFlcz58/HzY2NihWrBgAYPXq1ZgzZw5++eUXuZ3evXujfPnymDp1KmrVqoWlS5fiyJEjmDVrlll+L+bT4MmTJ3B3dzf3bjAMwzBMmpKQADx/Dri5mXtPGIYxJ7wG/RPEwcEBq1evRuXKlREYGIiOHTuicOHC+PPPPw3u/I8bNw7BwcEICQnBunXrsGzZMrRv315+PywsDIsXL8asWbNQpEgRrFy5EmvXrkXBggXN8WsxGZzY2FgMHjwY2bJlw8GDB829OwzDMAyTZhw+DAQHA61bm3tPGIYxN5yDzpgVzoVktHj16hXGjx+PZcuWITw8HAsXLkTVqlWxZcsWc+8ak8bweMBkNPicZozlwgUgf37RRT90CChVytx7xKQlPBYwpsAddIZh0iXPnj3D6NGj0aFDB6xYsQJXr16Fj48PrKyssHXrVuzdu9fcu8gwDMMwaULevInd85EjzbsvDMOYFy7QGYZJV7x8+RJffvklvvnmG4wfPx7Lly9HixYtAAC//PILWrVqBQAYyZ9gGIZhmAzEiBGApSWwZQuwb5+594ZhGHPBBTrDMOmCN2/e4Pvvv8fkyZMxZMgQ/PDDD2jevDkA4MCBAwgMDMSjR4/g6ekJGxsb7Nq1C7t27TLzXjMMwzCMNnv2AA0bAq9epa4JCAAUq59Roz7MfjEMk/7gAp1hGLMSFxeHefPmYcCAAejduzd27dqFvHnz4smTJ/Dy8oKVlRW2b9+Opk2bAhBd9DZt2gAQXXS20WAYhmHSM3FxQLt2wOrVwMyZ6tphwwBra2DHDuDPPz/I7jEMk87gAp1hGLNARPj999/RvHlztG/fHtHR0bC1tcXevXvRqFEjAMCcOXPklPY///wTQUFBePr0KZydnaV2+/bt5vw1GIZhGEYVK6vEdeVffQW8eJG61s8P6NhRfD1yJMD3oBnm04MLdIZhPjh37txBvXr1UKNGDXh5eQEAFi5cKIvxnTt3IigoCM+ePYOrqytsbGzw559/onHjxgCA2bNny8g/7qIzDMMw6Z2WLYE8eYBHj4AfflDXDhsG2NgAu3cDO3d+mP1jGCb9wAU6wzAflFmzZsHf3x/Pnz8HAKxevRqlS5dGdHQ0iAj29vY4ePAgIiMjAYgueuv/rG137NiBQoUK4fnz57CxsZHazZs3m+vXYRiGYRicOgWcOZP6962sEteVf/018OxZ6trs2YEuXcTXI0ZwF51hPjW4QGeYD0BCQgKWLVuGyZMnm3tXPigJCQmIi4szeC4wMBBv3rzB/v37kT17dty7dw+FCxcGAPz666+yGN+6dSsKFy6MFy9ewN7eXk5pb9CgAQDuojMMwzDpg59+AgoXBvr3V9c1ayayzp88Ab77Tl07ZAhgZwccOCBc3RmG+XTgAp1hPgAHDx5Es2bNMGLECNy4ccPcu/NB2LRpE4oUKYJZs2YZPF++fHlUrlwZsbGx8Pf3BwCsWrUKZcuWRUxMDN68eQNHR0ccOXIEtWvXBgDMnTsXbdu2BQD8/vvvKFasGF69egULCws4Ojri6NGjWL9+/Yf9BRmGYRgGQJUqgIUF8PvvwP79qessLYHRo8XX33wjCvXUyJoV6NZNfM1r0Rnm04ILdIb5AISFhaFixYqIiYnBxIkTzb0775UbN26gU6dOmDZtGk6dOoUJEybgzZs3BpqxY8cCAPbv348cOXLg4cOHyJ8/PwBg8eLF0qV948aNKF68OF69egVLS0vY29vj0KFDqFu3LgAx/b3jf246I0eOREJCwof6NRmGYRgGAODvnxiPppjBpUajRkChQmKK+zffqGu/+AJwcAAOHwY2bEibfWUYJv3DBTrDfCDGjBkDQEzNvnbtmnl35j3w6NEjDBkyBN9++y1mz56NvXv3ImvWrLh9+3ayLnpYWBiqV6+OuLg45MyZEwCwcuVKVKxYEXFxcXj+/DmcnZ1x8uRJVK9eHQAwb948tGvXDgCwYcMGlCpVCq9fv0ZMTIzUrlmz5oP+zgzDMMynQVSU+veHDzcuHs3CAvjv4wC+/VaYxqWGtzfQo4f4mrvoDPPpwAU6w3wgypYtiypVqiAuLg7jxo0z9+6kGS9fvsSkSZMwefJkfPnll1i+fDlCQkLw5s0b5MuXDwAwceJEvH792uDnlBsW+/btQ65cufD48WPkzp0bALB06VLZRV+3bh1KlSqFqKgoxMfHw8nJCUePHkWNGjUAiMK9U6dOAIBRo0ZxF51hGIZJM16+BLp3BwICgP+8TVMkZ07gv0uRZjEdGQkUKya2PWWK+usPHAg4OQEnTgBr15q48wzDfJRwgc4wHxBlavf8+fNx6dIlM+/Nu/HmzRv88MMP6NOnD4YOHYpjx47B19cXt27dQnBwMAAYGMH9+OOPBj9fqlQp1K5dGwkJCfDx8QEALF++HFWqVEF8fDwePnwIV1dXnD59GhEREQDE+6YYw61duxZhYWF48+YNXr58KbXLly//gO8CwzAMk5Gxtxdd8Tt3gO+/V9cOHQrY2mrHo+l0iV30H34A7t9PXevpCfTuLb4eORLge9AMk/HhAp1hPiChoaGoWbMm4uPjP9ouekxMDNasWYN69eqhV69ecHBwgJWVFbZv345mzZoBENFpZcqUQXR0NPLkyQMA+Oqrr/Dy5UuDbSld9P379yN37tx49uwZcuTIAQBYsWKF7KLrb+/Vq1dwcXHByZMnDQp3pYs+evRoxMfHv/83gmEYhsnw6Bu7TZ0KPH2aulY/Hk2ri167NlCyJPD6NaAV8NKvH+DiIqLcVq40Ze8ZhvkY4QKdYT4wSlH666+/4ty5c2beG+OJi4vDkSNHULhwYTRo0AClS5cGIKaYt2jRAgBw+PBh+Pn54e7duyhSpAgAYO/evciRIwcePHiA6dOnG2yzePHiqF+/PogImTNnBiC66DVq1EBCQgLu3LkDDw8PnDt3DuXKlQMALFy4EB06dAAg1q2XL18eMTExePLkCTw8PHD+/HksWbLkg7wnDMMwTManSROgQAFRnE+bpq4dPFjEo+3fD2zdmrpOpwP+m1SHGTNEhz41PDxEkQ6ImwV8D5phMjZcoDPMB6ZEiRKoV68eEhIS5JT39M6///6LoKAgVK5cGWXLlgUAbN++XeaUOzk5wdraGn/88QcaN24MQHTAy5Urh9jYWOTKlQsAMGXKFDxPsohv9H+tif379yNv3rx48eIFsmbNCkDErym56CtWrED58uURGxuLJ0+ewM3NDWfOnEH58uUBiMJd6aKPGTMmWf46wzAMwyTl6VNg1Chg377UNfrGbtOmAY8fp67Vj0cbMUK9i16tGlC6NPDmDfDll+r72acP4OYGnD0LLF2qrmUY5uOGC3SGMQNKUbp06VKcPn3avDtjBD4+PnBwcMDz589hb28POzs77Nu3D/Xr1wcgppi3bNkSAHDgwAH4+/vjwYMHCAoKAmBoBPd9kkV8hQsXlkW9h4cHAGDZsmWoXbs2iAjXr1+Hp6cnLl26JLv2ixYtkmvRly1bhkqVKiE2NhZ3796Fl5cXLl26hIULF77/N4ZhGIb5qBk1SnSyhw9X19WvDxQpArx4Iaa6qzFoUGI82saNqet0OkBZ7fbTT8C//6audXUFBgwQX48ZA/A9aIbJuHCBzjBmoGjRomjYsCGISBbr6RkLCws5NX/OnDky7mzz5s0yp9zW1ha2trbYu3cvGjVqBEBMV69cuTLi4uLg6+sLAJg6dSqeJlnEN3r0aOh0Ohw8eBD58+fHq1ev4OnpCZ1Oh7Vr18ou+tKlS+X2Hjx4IKe0lylTBoAo3JVc9LFjxyI2NvZ9vzUMwzDMR8yAAYCNDfDHH+rGbvpd9O++Ax48SF2bOTPQs6f4WmsteqVKQLlyQHQ0MHGi+r726gVkygRcvAgsWqSuZRjm44ULdIYxE0pRunLlSpw8edLcu6NJ3bp1ERwcjFevXsHCwgIODg7466+/UKdOHQDAggULZCH9559/Im/evAbRaXv37kVAQACePn2KaUkW8QUFBaF58+YAAGdnZwCiM163bl0AwMWLF+Ht7Y1r166hZMmSAIAlS5bIteiLFy9GtWrVEB8fjxs3bkjt3Llz3/O7wjAMw3zM+PoCnTuLr7WK6bp1geBg4NUr7Xi0AQNEPNrx4+rxaPpr0X/5Bbh+PXWtszPwxRfi67FjAb4HzTAZEy7QGcZMFCxYEE2bNgUg8rvTOzqdTq6Znzt3rpxivn79eplTDgD29vY4dOiQnP6+bNkyVKtWzSBObdq0aXicZBHfyJEjYWFhgb/++gsFChRAVFQUXFxcYGFhgQ0bNqBVq1YARJdcKcb//fdfeHl54fLly7JwX7p0qSzcx48fj+jo6Pf8zjAMwzDplTdvgIMH1TVDhghjt337gG3bUtfpF9PTpwP37qWu9fQU68YBMY1eLR6tfHmgcmVRcE+YoL6v3buLDv2VK8D8+epahmE+TrhAZxgzMmrUKFhYWGDdunU4evSouXdHkxo1aiAkJARRUVGIi4uDk5MTjh07hho1agAQRm1KNNqOHTsQFBSEp0+fyui0vXv3SiO4r7/+2mDbgYGBsgPv4OAAQEyRVwr9M2fOwMfHBzdv3pQO8cuXL5c3Cn799VeZq37lyhWpnT179nt+VxiGYZj0yNWrQECAMGNTM3bz8QE+/1x8rWXsVqMGEBICREVpG7sp8Wj//AOsWqWuVQr/uXNF8Z0ajo7CKR4Q69djYtS3yzDMxwcX6AxjRvLlyyfN1T62Lvq8efNkcbxmzRqZUx4TEwNHR0ccOXIEtWvXBiC62jVr1jSIU/v+++/xIMkivhEjRsDS0hKHDx9G4cKFER0dDTs7O1haWmLz5s0yzi1pMZ4lSxZcu3YtxcJ9woQJsrvPMAzDfDrkzCk62c+fA998o65VjN3++gvYtCl1nb6x248/Ardvp651d0+MRxs1Sj0eLSwMqF5dmL8p20+Nrl2BLFmAGzcAvgfNMBkPLtAZxswoRenGjRtxUGseXjqgSpUqCA8PR3R0tJyG/vfffyMiIgKAKJ6VLvqWLVtkFJsyvX3fvn3SCG5KkkV8AQEB0oDO2toagIhXa9CgAQDgxIkT8PX1xe3bt5E/f34AIoqtbdu2AMQ6+Hr16oGIcO7cOamdNWvW+31TGIZhmHRHUmO3hw9T13p7Az16iK+11qJHRADh4cLYbdIk9X3o00cU6mfPAsuWqWuVfV2wQBjBpYa9PTB0qPh6wgQxjZ9hmIwDF+gMY2by5MkjC9qPrYu+YMECud57xYoVqFChAmJjY/Hq1Ss4Ozvj5MmTcvr7kiVLULduXRAR3N3dAQDTp0/H3bt3DbY/fPhwWFtb4+jRoyhWrBhiYmJgZWUFKysrbN++Hc2aNZOvrRTj58+fR7Zs2XDz5k0UKFAAOp0Oq1atkl30SZMm4fXr1x/k/WEYhmE+HPHx6sV0vXpA8eLAy5faxm4DBwpjt2PHgHXrUtfpr0WfNUt0slPDlHi0UqWA2rXFenWlWE+Nzz4DsmcHbt0Cfv5ZXcswzMcFF+gMkw4YMWIErKyssHXrVuzdu9fcu6NJxYoVUaFCBcTExODZs2dwc3PDmTNnUK5cOQDCVV3pam/cuFFGsWXKlAk6nQ779+9HwYIFERUVha+++spg235+fjIqjf771LVixQoZ3Xb48GHkypUL9+7dQ548eWQUm3KTY968eQYdd0U7c+bM9//GMAzDMB+MVauAggWBHTtS15hq7Narl/hay9itYkXxiInRjkfr2VPEo124oB2Ppuzr4sWi654adnbAsGHi64kTAb4HzTAZBy7QGSYdkCtXLtmJHjlypJn3xjiULvrChQtlQa2fU/7kyRO4urri1KlTqFKlivx+ZGQkAMDJyQkA8OOPP+J2kkV8Q4cOhY2NDU6cOIHg4GDExcUhPj4eNjY2+OOPP2Sxrl+M//PPP8iRIwdu376NPHnywMLCAr/99ps0nvvqq6/w8uXL9/umMAzDMB+MPXuAc+e0p6TXrCm6069fA0nuCSejf39h7Pb338Dq1epapcs9ezZw7VrqOmdnscYd0I5HK1YMqF9f/D5aXfQOHcQ6+7t3gf/9T13LMMzHAxfoDJNOGDZsGGxsbLBr1y7s2rXL3LujSdmyZVGlShXExcXh/v37yJQpEy5cuICwsDAAohhX1pOvW7dORrEp0WkHDx6URnATk7QffH190aVLFwBA7H+fZFavXo3GjRsDAA4cOICAgAA8fPgQOXPmlFFsSjE+Z84cNGnSBABw9OhR5M6dGw8fPsT06dPf+/vCMAzDfBgGDxbrsQ8cAH7/PXWdfhddy9jNwwPo21d8rWXsVrYsUKWKccZu3boZH482erT4d9ky4QCfGjY2wnUeEI7yr16pb5dhmI8DLtAZJp2QI0cOfPbZZwDEWnRSawekE5Qu+uLFi+UMgMWLF6N69eqIj4/H3bt34eHhgXPnzqFChQoAROGudL3t7OwAAD///DNuJFnEN3jwYNjZ2eHvv/9GyZIlER8fjzdv3sDW1hZ79+5Fw4YNAYguulK4Hzt2DLly5cL9+/eRI0cOab6nOOVPmTIFz58/f79vCsMwDPNByJJF5IID2l30qlWBMmWEoZpWPFqfPoCbG3DmDLB8ubpWKfznzwcuXUpdZ0o8WuHCwH/3mGWxnhpt2gD+/sCDB2IKP8MwHz9coDNMOmLIkCGwtbXFnj17sH37dnPvjiahoaGoWbMm4uPjcevWLXh5eeHy5csoUaIEALF2XFmLvnr1ahnFZm9vD0tLS/z111/SCC5pF93Hxwef/xdMqxi8rVmzBk2bNgUA/PnnnwgMDMTjx4+RJUuWZFFss2fPRvPmzQGIjnu+fPnw+PFjfPfdd+//jWEYhmHeCSJg2zZtA7QvvhDF75EjwIYNqev0u+g//QTcvJm61s0t0dht9Gh1Y7fQUDGFPj7euHi0rFmFqdycOeraUaPEPq9eDRw/nrrO2lrcnACAyZNFpBzDMB83XKAzTDoiW7Zs6Nq1KwCxFv1j6KKP+W+R3NKlS6Vr+sKFC1GnTh0kJCTg5s2b8PT0xKVLl1CmTBkAwLJly+Q6cktLSwCioL569arBtgcNGgQHBwecPn0aISEhSEhIwPPnz2Fvb49Dhw7J9ezz5s2ThfuhQ4eQJ08ePHr0CFmyZJHme0qxPnXqVDx9+vS9vicMwzDMu/Hnn6Lr3bcvcP9+6jovL2HCBohCVcvYrXx544zdevVKNHZbvFhdq6wV//VXsSY+NfTj0caPV49HCwoC/rtsQSvgpWVLIG9e4PFj4Icf1LUMw6R/uEBnmHTG4MGDYW9vj4MHD+J3tUV16YQSJUqgbt26SEhIwLVr15AlSxZcv34dhQsXBmCYU75ixQqUK1cOMTExsLS0hLW1NY4cOYISJUogLi4O48ePN9i2t7c3evwXTKtMTV+3bp1cX75jxw4EBQXh2bNnyJQpk4xiU4r12bNny+ntf/75JwoUKIBnz57hm2++ef9vDMMwDPPWlC8PBAeLddVa8WgDBggjthMngLVrU9fpd9GNMXb74gvxtZaxW4kSIs4tISFx+6nRqZPx8WijRoks9/XrgcOHU9dZWSUW8V9/DfA9aIb5uOECnWHSGVmyZEH3/xbVfWxd9BUrVsgu+vz58xEZGQkiwuXLl+Ht7Y2rV68iJCQEALB8+XK5djzhv5bH/PnzcSnJIr6BAwfCyckJZ8+eRWhoKIgIjx49gqOjI44cOYI6deoAEF10ZXr7nj17kD9/fjx58gSZMmWCtbU1du7cKV/v22+/xaNHj97zu8IwDMO8LfrF9IwZwqk8NTJlEuvGAe14tHLlgIgIUXAnuSecjO7dRYf+8mVgwQJ1rbJWfOlS4PTp1HV2dsDw4eLriROBqKjUtXnzAv95n0Ir4KVpU9F1f/oU+PZbdS3DMOkbLtAZJh3yxRdfyAJ0/fr15t4dTYoWLYqGDRuCiHDu3Dlkz54d//77L/Lnzy9zyhWH9WXLlskoNiU67dixYyhVqhTi4+Ol8ZyCp6cnevfuDQB4/PgxAGDDhg2yS/7777+jSJEiePHiBZydnWFjY4M///xTTqGfPXu2fO2dO3dK7dSpUz/Ie8MwDMOkzKlT6sZuNWoAISGiiNUyduvbF3B1FdtcsUJdq1xm5s0TxXdqmGLsVrQo0LCh+H20jN3at0+MR/vxR3XtiBGApaVwqd+/P3WdpWXi606bJqa7MwzzccIFOsOkQ7y8vNCrVy8AooueoNYOSCeMHj0aOp0Oa9askVPa582bJ93Wz507Bx8fH9y4cQPFihUDAKxcuVJOV4+OjgYALFq0COeSLOLr168fXFxcDGLc7ty5A2dnZ5w8eRLVq1eXr9eqVSsAwK5du+SUdmdnZ9ja2mL37t3SQf7777/HgwcP3udbwjAMw6RC69ZAoULAxo2pa3S6ROO1//1PTAtPDXd3kWEOiEJVLR6tdGlR/Btj7Pb558It/vp1YO5cde3o0WKfV64ETp5MXWdKPFpAgCjoAe216A0bivf0+XOA70EzzMcLF+gMk07p37+/LEDXrFlj7t3RpGDBgrKr/c8//yBHjhy4c+cOAgICZE65UjwvXrwY1apVk9FpdnZ2OHnyJEJDQ5GQkJCsi+7h4YG+/wXT3rt3DzqdDps3b5avt2HDBgQHB+PVq1ewtraWUWxKMT579mx50+D3339H8eLF8erVK0yePPmDvDcMwzCMIdmyiX+14tEiIoDwcCA6WtvYrXdvUaifOyemmquhGLstXAicP5+6zhRjt4IFxVRzwLh4tIAAEY82Y4a6dtgw4da+fTuwe3fqOguLxN/ru++Ahw/Vt8swTPqEC3SGSadkypQJff5bVDdq1KiPoos+atQoWFhY4LfffkObNm0AAHPnzpVd8r///hu+vr64ffs2ChYsCEDErymF9suXLwEIR/hTp04ZbLtv375wc3PD5cuXpRv89evX4erqitOnTyMiIgIAsGDBAjmlfevWrShatChevnwJGxsb2Nvb48CBA6hXrx4AYMaMGbirtrCRYRiGeS8MGAA4OYkIMWON3X7+WUSUpYaLCzBwoPh6zBj1eLSSJYG6dY0zdvvsM2Hs9u+/wC+/qGsVY7e1a4GjR1PXJY1He/Eida2fH9Cxo/h6xAj1GxqRkUCxYsaZ6zEMkz7hAp1h0jH9+vWTBegKrUV16YB8+fJJo7Zjx47B398f9+/fR44cOWBpaYnff/9dxp39+uuvqFmzpoxOc3BwwKlTpxAWFgYiksZzCq6urhjwXzDtrVu3YGFhgW3btsnif926dQgJCUFUVBR0Op2MYqtbty4AYM6cOWjXrh0AYP369VL7pdbCRoZhGOatUCskPT2NN3arWFE8YmOBCRPUX7NnT7HtixdF7JkaSpd7yRLgzJnUdXZ2oosNaBu75csnYs8A7SnpLVoII7hHj4Dvv1fXDhsmpsbv3g3s2pW6Tv+GxvTpwL176ttlGCb9wQU6w6Rj3Nzc0P+/RXWjR49GvNqiunTCyJEjYWlpiU2bNsmIs9mzZ8vC/NixY8iVKxfu3buHwMBAAMDatWvRrFkzAMCTJ08AiPXpJ5Ms4uvVqxcyZcqEq1evyi76pUuX4OHhgXPnzqF8+fIARBdd6eBv3LgRJUqUwOvXrwFAmu/VrFkTAPC///0Pt9QWNjIMwzAmcf266PgqMWWp0a+f6Hr/849Yt62Gcs92zhzgypXUdU5OwKBB4muteLRixYAGDYwzduvQAciRA7hzR6yHV0Mxdtu4ETh4MHWdlVXi6379NfDsWera7NmBLl0St69286NWLaBUKeD1a+Crr9T3lWGY9AcX6AyTzundu7csQJcsWWLu3dEkT548sjg+ePAg8ubNi0ePHsHb2ztZTvmvv/6KevXqgYjw4MEDGaemFN+jkrQfnJ2d8cV/n/hu3LgBS0tL7Nq1Szq2r169GuHh4YiOjkZsbCwcHR1x9OhRWYzPnTtXxsCtWbMGZcqUQXR0NCZNmvT+3xiGYZhPhAsXRCH9ww/A7dup69zdRZEOaBu7lS0LVKkipq1rxaN16wZ4ewNXrwqndjXGjBFd5xUrgL//Tl1nirFbnjxijTmg3UVv0iQxHm3aNHXtkCGim79/P7B1a+o6/S76jz+qHwOGYdIfXKAzTDrHxcUFA/9bVDdmzBjEqS2qSyeMGDECVlZW2LZtm+yMz5kzR5rEHThwALlz58aDBw/g5+cHnU6H9evXy8L94cOH0Ol0WLduHY4mWcTXvXt3eHl54fr167KQP3fuHLy8vHDp0iXp8v7rr79KY7h169YhNDQUb968QUxMDJydnXHixAlUrVoVAPDzzz/jhtrCRoZhGMZoTDF269NHFOpnzwLLlqlrlaJzwQIxhT01HBxEMQuIYv6/kJAUKVhQFMmAdhe9bVvA3x+4fx+YOVNdO2KE6JBv3Qrs3Zu6zpR4tKxZxc0HQNtcr2pVICxMmNrxPWiG+bjgAp1hPgJ69OgBT09PXLp0CQsXLjT37miSK1cudOjQAQCwZ88eBAUF4cmTJ3B3d5c55Y0bNwYALFy4ULqt37lzBy4uLjh//jzCw8MBJO+iOzo6YvB/wbRXrlyBtbU1du/eLePcli9fjvLlyyMmJgYvX76UTvhVqlQBAMyfP1/u24oVK1ChQgXExMRggtbCRoZhGMYoTDF2c3UVhnGAKFTV7kGHhgI1a4pOu5axW+fOgI+PeO05c9S1irHbmjXAsWOp6/SN3b76St3YLVcuMS0eSPyZ1GjYEChcWMSjffONuvaLL8QNiL/+0o6oU96jWbOAmzfVt8swTPqBC/RPnOjoaBQtWhQ6nQ4nTpww+N7ff/+NsmXLws7ODr6+vilGUq1YsQL58uWDnZ0dChUqhE2bNn2gPf+0cHJywqD/FtWNHTsWsWqL6tIJw4YNg7W1NXbt2iWL8dmzZ0uH9d27dyNv3rx4/PgxfHx8YGFhgU2bNsku+p07d2BhYYGNGzfiYJJFfJ9//jmyZMmCf//9V3bM//77b2TOnBnXrl1DqVKlAIg4N8UYbtWqVShbtiyio6Px8uVLuLq64tSpU6hQoQIA0eG/evXq+35bGIZhPnoePBAO4cYYu8XEaHfRe/YEMmUSXfFFi9S1ylr0xYtF1z019OPRJkxQj0fLn18YtgHaU9Jbtkw0dvvhB3WtYuy2a5e6sZsp8Wje3kCPHuJrrS56pUpA+fLGHQOGYdIRxHzS9OrVi2rUqEEA6Pjx4/L5Z8+ekbe3N7Vs2ZJOnTpFS5YsIXt7e/rpp5+kZt++fWRpaUmTJ0+mM2fO0PDhw8na2pr++ecfo1//2bNnBICePXuWlr9WhuTVq1fk7e1NAGjWrFnm3h2j6NatGwGgsmXLUsGCBQkA9e7dm2xtbQkADRkyhACQq6srNW3alABQ1apVyc3NjQBQ+fLl5XNJ+f777wkAZc2alWxsbAgAff755wSAfH19KSIiggBQy5YtydXVlQDQiBEjCABZW1tT3759CQDly5ePqlSpQgCoffv2ZniXGAUeD5iMRkY8p2NiiHx8iACiFSvUtbt3C52VFdGVK+rayZOF1t9fvIYa9eoJbbNm6ro3b4h8fYX2u+/UtRcuEFlaCu2hQ+raRYuEzt2d6OlTdW337kJbtixRQkLquoQEouLFhfaLL9S3+eABkZOT0K5Zo6794w+hs7YmunpVXcu8PzLiWMC8P7hA/4TZtGkT5cuXj06fPp2sQJ85cya5u7tTdHS0fG7QoEEUGBgo/9+kSROqVauWwTZDQkKoS5cuRu8DD1im8e2338oC9M2bN+beHU3+/fdfWYyPGjWKAJCTkxN17tyZAFBISAgFBQURAOrevTtZWloSAOrSpQsBoFy5csnn9uzZY7DtqKgoyp49OwGgChUqEAAqWbIkZc2alQDQgAEDCABZWlpS7969CQAFBgZKbdu2bcnd3Z0A0OjRo6X2woULZnq3GB4PmIxGRj2nR40SRV9QEFFcnLq2ShWh7dBBXffyJVHmzEL788/q2uPHhU6nI9LqCfz0k9B6exO9eqWubddOaKtVU9fFxRHlzy+0o0era//9l8jWVmi3blXXbtggdA4ORHfvqmuHDRPaQoWI4uPVtZUrC23Hjuo65v2RUccC5v3AU9w/Ue7du4fPPvsMCxcuhIODQ7LvHzhwAOXKlYONjY18rlq1ajh//ryMwTpw4AAiIiIMfq5atWo4cOBAqq8bHR2N58+fGzwY4+nSpQt8fHxw8+ZNzJ4929y7o0m2bNnQtWtXAMCWLVtQtGhRvHz5EjY2NjKnPDIyEoCIRlMyzS9evAgPDw9cvXpVrkUfmWQRn52dHYb9F0x79uxZ2NnZ4fDhw3J7ixcvRvXq1REfH4979+7Bw8PDYG37okWL0LFjR/m1oh03btx7fU8Yhsm4fCrXuD59ADc3kR2+fLm6VlkHPX8+cOlS6jpHR+A/exGMGyemZadG0aJi3bYx8Wjt2gF+fiIP/Mcf1bWKsduWLcC+fanr9I3dvvkG+O9jUYpkywb8dxnUnJJes6bx8Wj6EXWrVqlrlWMwbx5w+bK6lmEY88MF+icIEaFdu3bo2rUrSpQokaLm7t278Pb2NnhO+f/du3dVNcr3U2LSpElwdXWVD19f33f5VT459IvSCRMmICoqysx7pM3gwYNhb2+PgwcPol69egDEem9lbfiWLVtQuHBhvHjxAm5ubrCyssLOnTtlsX7t2jVYWVlh165d2JVkEV+HDh2QI0cO3Lt3D6GhoQCAQ4cOIXv27Lh9+zYKFCgAQBjHKY7uS5YsQZUqVRAXF4c7d+7A09MTFy9eREhICABRrJ87d+69vy8Mw2Q8Mso17uVL9aLTzQ3o3198nZbGbl27CqdyY4zdRo8WRmirVgFJLHQMsLExNHZ7+TJ1rb8/8F8Sp6axW6NGQKFCxhm7DR4s1sQfPAj8/nvqOlPi0Tw8jI+oCwsDqlc37hgwDGN+uEDPQAwePBg6nU71ce7cOfzwww948eIFhigZJB+QIUOG4NmzZ/Jxk21FTaZjx47w9fXF7du3MWvWLHPvjiZZsmRB9+7dAQAbN25EyZIl8fr1axCRzCmvXbs2ANFFb968OQDgzJkzMk6tbNmyAISjO+m1H2xsbDDiv2DaU6dOwcHBAceOHUPdunUBiKi1WrVqISEhATdv3oSXlxcuX74sTeSWLFkiHd0XLFiAOnXqICEhAWMUtx6GYRgTyAjXuBUrRKGqZH6nRu/eoki8cAFYskRdqwypixYBavc/9Y3dxo9XN3YrWBD4z1NU09itdWsgIECY202frq4dNky4te/cCfzxR+o6fWO3b79VN3bLkgX47zJoVDxamTLid//yS/V9VSLqzpzRjqhT9vXXX4Hz59W1DMOYGTNPsWfSkPv379PZs2dVH9HR0VSvXj2ysLAgS0tL+cB/62/btGlDREStW7emevXqGWx/586dBIAeP35MRES+vr40bdo0A83IkSOpcOHCRu8zr8l5O3766ScCQN7e3vRKa1FdOuD+/fvk6OhosBbdzs6OevbsSQCoSJEiVLx4cQJAnTt3Tmb6lj17dvnc1iSL+GJiYsjf358AUMWKFQkAFS5cmPz8/AiANIPT6XTUv39/AkB+fn5Us2ZNAkDNmjWT5nuKiZxOpzPJ7JBJG3g8YDIaH+M5vXOnWK9sY0N0/bq69ssvhTYgwHhjt+bN1XVRUUTZswvt99+ra8+eJbKwENrDh9W1CxYInYcHkdbh6NZNaMuV0zZ2K1ZMaAcNUt/m/ftEjo5Cu26dunbHjsRjcOOGunbCBKHNm5coNlZdW6eO0LZooa5j0p6PcSxgzAcX6J8g169fp3/++Uc+tmzZQgBo5cqVdPPmTSJKNImL0bviDhkyJJlJXO3atQ22Xbp0aTaJ+wDExMRQrly5CABNmTLF3LtjFIMHD5bFeOnSpQkAffbZZ+Ts7Gzg6G5vb0/t2rUjAFSmTBlZPFeqVIkAUGhoKCUk+cQ0b948AkAeHh7k5OREAKSDvKenJ0VGRhIAioyMlNsbNmyYLMaVfcuRIwfVr1+fAFDDhg3N9E59uvB4wGQ0PtZzumJFUchpXc5fvCDy8hLa2bPVtaYYu/3vf0KbJQvR69fq2tathbZmTXVdXBxRYKDQjhunrr15M9HYbds2de369cYbuw0ZIrRFiqgbuyUkEJUvL7Rdu6pv8/lzokyZhHb+fHXtsWOJx+DUKXUtk7Z8rGMBYx64QGfo6tWryVzcnz59St7e3tS6dWs6deoULV26lBwcHJLFrFlZWdHXX39NZ8+epVGjRnHM2gdkzpw5sgB98eKFuXdHk4cPH8pifOTIkQSAbGxspMN6UFAQhYSEEADq1KmTdH9XCm0fHx+ys7MjALRp0yaDbcfGxlLevHkNuugFChSggIAAAkB9+vQhnU5n4O7u6+tLderUIQDUqFEj8vHxIQA0fPhwqdX/m2DePzweMBmNj/WcNiUebepUofXzI9ILfkmRhg2FtlEjdV10NFHOnEI7daq6Vj8ebf9+de2SJULn5kb05Im6tlcvoS1dWruLXrKk0Pbrp77Nhw+JnJ2FduVKde2ffxofj/bVV8ZH1NWvL7SNG6vrmLTlYx0LGPPABTqTYoFORHTy5EkKDw8nW1tbypYtG3355ZfJfnb58uWUN29esrGxoQIFCtDGjRtNem0esN6e2NhYyp07NwGgSZMmmXt3jEKZQl6gQAEqV64cAaAOHTrInHKli25ra0sdO3YkAFSqVClZPCtd9BIlSiTroi9atIgAkJubG7m4uBgU9x4eHtSoUSMCQLVr15bbU15Pp9PJr7Nly0aNGzcmAMmWeTDvFx4PmIxGejunY2OJ5swhqlUr7eLRXr0SnW5ARJqp8c8/onsLEJ04oa795Reh8/ISEWxqtG8vtFWqqOvi44kKFBDakSPVtXfuENnbC+3mzerazZuFzs6O6PZtde2IEUJboIB2PFpEhHHxaPoRdb/8oq79+2+hA4hOnlTXMmlHehsLmPQNF+iMWeEB691YuHChLEA/hvfw8ePHshhXuujW1tbUr18/AkROeZkyZQgAtW/fnuzt7QkQGenKmnsHBwcCQOuSLOKLi4uj/PnzG3TRAwMDKTAwkABQz549ycLCggDQF198IbvyDRo0kNPffX19CQANHTpUag9rLWxk0gweD5iMRno7p588Ed1jgGjxYnXtgQNCZ2lJdPGiuva774TW15fozRt1bbNmQqt1/zMmRqxtB0SHWI0rV0S3HxDdfzVWrhQ6Z2eiR4/Utf37C22JEtpd9LAwoe3ZU32bT54QuboK7dKl6tr9+xOPwaVL6tpvvhHanDm1ZzI0aSK0kZHqOibtSG9jAZO+4QKdMSs8YL0bcXFxsgAdO3asuXfHKMaOHUsAKF++fLIj3qZNG/Lw8DDoatvY2FDnzp0JAAUHB8viuXLlyqSsZY9P0n5YtmwZASAXFxdyc3Mz6KK7urpS06ZNCQBVr15dbm/QoEFySruyLj1LlizUvHlzAkA1tRY2MmkGjwdMRiM9ntPjxhlvKlazptC2bq2ui4oiypZNaKdPV9fqG7sdOaKunT9f6DJlEmut1ejcWWgrVFDXxceLNeCAWBOuxr17icZuv/2mrt2+PdHY7T87n1QZO1Zo8+XTnslQo4bQtm2rrnv9mihrVqH98Ud17enTiTMZtI4Bkzakx7GASb9wgc6YFR6w3p0lS5bIAvSJ1qK6dMCzZ8/I3d3doItuaWkp14YHBARQ+fLlCQC1bt1aur8rXXQvLy9pBLcyySK++Ph4KlSokEEXPSAggIKCguQ2lNQCxRguc+bM1KRJEzn9XXF/Hzx4sNQeOHDATO/WpwWPB0xGIz2e08+fCydzQDibq3H4sNBZWIjCWo2ZM4XWx8d4Y7datdR1sbHiRgJANH68uvb6dVEcA8KJXo21a4XO0VG4q6sxeLDQFi2q3UVXjN0+/1x9m8+eJR6DhQvVtX/9lXgMzp1T1/7wg9Bmzy5umqjRsqXQJvH6Zd4T6XEsYNIvXKAzZoUHrHcnPj6eChQoQICICfsYmDhxIgGg3LlzU9WqVQkAtWjRgjw9PQ2KZysrKxm1VrhwYelcr3TRCxQokKyLvnr1agJATk5OsiuvdNGdnZ2pRYsWBIAiIiLk9gYOHCintCvr5L28vKh169YEgKpoLWxk0gQeD5iMxoc+pxMSRKdXy1TsfcSjvXlDlCOH0CZJYE2GvrGb1v3PxYsTjd2ePlXXdu8utOHh2sV0cLDQDhyovs2HD4mcnIR21Sp17R9/JBq7Xbumrp00SWhz5067eDT9iLofflDXnj+fOJPh4EF1LfPu8PWNMQUu0BmzwgNW2rBy5UpZgD58+NDcu6PJixcvZDE+fPhwAkAWFhZybbifnx9FREQQAGrZsqV0f1e66B4eHtIIbmmSRXwJCQlUrFgxgy66n58fFS5cmACRrW5lZWVwI8DT01NOaa9evbp0f//iiy+kdrfWwkbmneHxgMlofOhzWnEe1zJ2e1/xaD//LLSZMxtv7Fa1qrouLo4oKEhoR41S1/77b2I82pYt6tqNG4XO3l4YwqkxfLjQFiyobexWubLQduqkrnvxgsjTU2jnzFHX6sejnT6trv3xR6HNmlV7JkPbtkJbrZq6jnl3+PrGmAIX6IxZ4QErbYiPj6eiRYuSsob7Y2DKlCmyeK5VqxYBoKZNm8qc8kGDBsnp70phXqBAAelcr3TR8+XLR3FJFvGtX7+eAJCDgwN5eXkZdNEdHR2pTZs2BIAqVKggt9e/f385pV3pont4eMhM9ooVK5rpnfp04PGAyWh86HPaFGO39xGPFhNDlCuX0E6Zoq7VN3bbs0ddu3y50Lm4aBu79e4ttCEh2l30kBCh7dNHfZuPHycauy1bpq7dt894Y7cpUxKPgdZMhgYNjItH04+o++Ybde3ly4kzGfbuVdcy7wZf3xhT4AKdMSs8YKUd69atkwXofa1FdemAV69eyWJc6aLrdDrZ1fb19aVq1arJwl1xf+/RowcBIk5NMYJbmGQRX0JCApUsWVIW4cr2ihcvTgCoS5cuZGNjI29oACB3d3c5pb1y5crSfK9///5Su1NrYSPzTvB4wGQ0zHFOG2vsph+P9r//qWtNiUebO1foPD2NN3bTuv8ZH09UuLDQDhumrtWPR9NKft26VehsbYlu3VLXjhkjtPnzaxu7Va9unLHbq1dE3t5CO2uWulb/GGjFoykRdcbMZOjUSWgrVVLXMe8GX98YU+ACnTErPGClHQkJCVSiRAkCQAMGDDD37hjFt99+K4vnunXrEgBq2LChzClXprxbWFhQz549Zcc8X758Bl303LlzU2ySRXybN28mAGRnZydvBCjr2e3t7al9+/YEgMqUKSOL8b59+5K1tTXpG9i5ublRp06dCACFh4cny19n0g4eD5iMxvs4px8/Vv/+kSPGG7sp8WjZs6ddPFpsLFGePEI7caK61hRjtzVrhM7JiejBA3XtgAFCGxys3UUPDxfa7t3Vt/n0KZG7u9D++qu69tChxGNw/ry69ttvjY+oa9pUaOvXV9fFxBD5+xsXUXftmlgzDxDt2qWuZd4evr4xpsAFOmNWeMBKWzZt2iQL0Dtai+rSAVFRUbIYHzp0KAEw+NrHx4dq164tC3fF9E3poru6usrn5iRZxJeQkEBhYWEGXXQfHx8qVaoUAaCOHTuSra2tweu5urrKwr1ChQrSfK9Pnz5Su3XrVjO9WxkfHg+YjEZantM3boi1wsaYiinGbs2aqeveVzzar78Knbu7cCxXQzF2K1tWu5guXlxov/hCfZv37yfGo61dq67duTMxHu36dXXtxIlCmyeP8cZuLVuq66KihPM9QDRjhrr2zJnEY3D0qLrWlIi6zz8X2nLl1I8B8/bw9Y0xBS7QGbPCA1bakpCQQKGhoQSAevfube7dMYoZM2bI4rlhw4YEgOrVqydzypX4NZ1OR71795Yd84IFCxp00f38/CgmySK+7du3EyAy1bNmzWrQRbe1tZWd8ZCQEBnF1rt3bzmlfdSoUaSY73Xt2lVquYv+fuDxgMlopOU5rW/spmUqduKE8cZuSjyaMaZixsajxcWJqeCAmBquhr6xm9b9zw0bhM7BgejuXXXtkCFCW6SItrFbxYpC26WLuu7580Rjt7lz1bWmGLvNmJEYUacVj9aqlXHxaKZE1N28mTiTYds2dS3zdvD1jTEFLtAZs8IDVtqzdetWWYD++++/5t4dTd68eSOL8SFDhpBOpyMANGzYMAJETnlkZCQBoMjISOn+rhjHOTk5SSO4WUkW8SUkJFC5cuUIgMxW9/b2lp319u3bk729vUEX3dnZWRbuZcqUke7vvXr1ktqNWgsbmbeCxwMmo5HW5/TXXxtvKtaokXHGbqbEo128aHw82rJlQufqqj0tXzF2Cw013titb1/1bT58SOTsLLQrVqhrd+8WOisrYV6nxuTJQpsrl/YxqF9faJs0Ude9eSOmuANiyrsa+hF1hw6paxctMj6irmdPoS1dmrvo7wO+vjGmwAU6Y1Z4wEp7EhISqGzZsrKI/Rj46aefZPHctGlTAkC1atWSOeX9+/eXhXufPn1kx1xxrq9UqRIpa9nfJFnE98cffxAAsra2puzZsxMA2Q23sbGhLl26EAAKDg6mIkWKyCn0dnZ2Bl10R0dH6QQfHBzMXfT3AI8HTEYjrc/ptzUVO35cXWtKPFqHDsbFo8XHi1gygGjECHWtvrHbpk3q2i1bhM7OTtvYbcQIoQ0K0jZ2q1LFuIg6/WPw88/q2r//FjpAfK3GTz8Jnbe3eA012rUzLh5NP6Ju9Gh17e3b4j0FiDZvVtcypsPXN8YUuEBnzAoPWO+HXbt2yQL0utaiunRATEyMLMYHDRpEFhYWpO/u7unpKae/165dW5q+KV10BwcH+dyMFBbxKdPglW66p6en/Lp169bk6Oho0EV3dHSUhXupUqWk+3v37t2ldq3WwkbGZHg8YDIappzTZ88StWiRtqZixhq76cejTZ6srjUlHm3VKqFzdhYdbTUUY7cSJbS76GXKCG3PnurbfPIkMR5tyRJ1rSkRddOmCW2OHNrHoEkT443dlGPw9dfq2suXE4+BVjyaKRF1/foZdwwY0+HrG2MKXKAzZoUHrPdHxYoVCQB17tzZ3LtiFHPmzJHFc8uWLQkAVatWTeaU9+3bVxbu/fv3lx3z4OBggy66j48PRSVZxLdv3z4CRKZ6zpw55fsCgKysrOS69CJFisjtde3alRwcHAy66Pb29tJNvkiRIhSvtbCRMQkeD5iMhinndO3aojhq1UpdZ4qpmCnGbko8mjGmYsbGoyUkEBUrJrSDB6tr9Y3d1q1T1+7YkWjsduOGunbsWKENDNQ2djM2ou7168RjMHOmuvb06cSZDFrGbnPmJEbUvXihrv3sM6GtXFldZ0pE3b17Yn0/QPTbb+paxjT4+saYAhfojFnhAev9sWfPHlmAXtFaVJcOiI2NlcX4wIEDydLSkgDQiBEjCBA55cr09+rVq0v3d6WLbmdnJ5/7NoVFfNWrVycAcvq/u7u7LOpbtGhBzs7OBl10Ozs7OaW9ePHi0v29S5cuUrty5UozvFMZFx4PmIyGKee0Eo+m0wm3bjVMMRVTjN1q1lTXva94tN9+EzpHR1EAqmGKsVuFCkLbtau67tkzIg8PoV2wQF17+HBiPJpWRN306UKbLZv2MWjZUmjr1FHXxcYKl36AaNIkda1+PNoff6hrTYmoGzRIaIsW5S56WsLXN8YUuEBnzAoPWO+XqlWrkmKG9jGwcOFCAkAeHh7Upk0b2RlXcsp79eolC3fF3d3Hx4dCQkIMuuje3t70KskivkOHDhEgMtX9/f0NuuiWlpay0C9QoIDcXufOncnJycmgi25ra0t9+/aV2jithY2M0fB4wGQ0TD2nIyNFcdS0qbrOFFMxU4zd9OPRtEzFTIlHK1lSaPv3V9+mvrGb1v3PP/8UOmtroqtX1bWTJgltQIDxEXXNm6vr9I/Bd9+pa8+fT5zJoGXstnCh0Hl4aEfUdetmXDya/kwGrYi6Bw9EIQ+IJQpM2sDXN8YUuEBnzAoPWO+XgwcPygL0woUL5t4dTeLi4mQx3q9fP7K2tjbooru6usrp7xEREdL9Xel029raSiO4r1NYxKdkqoeHh8vtKTcxmjRpQm5ubgQIN3lle8qU9sKFC1OZMmUIAHXq1IlcXV0JAC3RWtjIGA2PB0xGw9RzWj8eTctUbNYs403FjDV2e1/xaJs3Jxq73b6trlWM3QoU0O6iR0QIbceO6roXLxLj0WbPVtceP554DLQi6hRjtyxZtI9B27ZCW726ui4uTkzHB8T0fDVu3kw8Btu3q2vXrxc6YyLqhg0T2oIFtY8BYxx8fWNMgQt0xqzwgPX+qVWrFilmaB8DS5YskcVzhw4dSDF3U3LKe/bsSVZWVnIqvNIxV4rnChUqkLKW/UWSRXzHjh0jQGSqK9PplUg1CwsLWYwHBgbKIr5Dhw7k4uJi0EW3sbGhfv36SS130dMGHg+YjMbbnNNKPFqDBuo6U0zFTDF2MyUerU8f4+PRSpcW2t691bepb+y2dKm6dv/+RGO3S5fUtVOmCK2fH1F0tLq2YUOh1Yqoi44W2wOIpk5V116+nDiTYd8+de2SJYnH4MkTdW2vXsbFoyUkEJUqJbT9+qlv8/FjYSoHiPOBeXf4+saYAhfojFnhAev9c+TIEVmAntVaVJcOiI+PpwIFChAgItVsbW0JAI0cOZIAkVOuTH+vUKGCdH9XjN6sra0pR44cBIAmpbCIr379+gRAZqE7OztTzZo1CQA1bNiQPDw8DLro1tbWMtotKChI3gBo37691C7QWtjIGAWPB0xG423O6VOnEk3Fjh1T15piKmassZt+PNrw4epa/Xi0jRvVtdu2CZ2trej8qqEYu+XLpx2PVqOG0LZtq67Tj0f76Sd1rX5E3YkT6trZs4XOy0v7GHTqZLyxW4ECQjtypLpW/xhoxaP9/nviTAatiLrRo4U2f37tY8Bow9c3xhS4QGfMCg9YH4Z69eoRAGrWrJm5d8UoVq5cKYvnzz77TBbUhQsXllPabWxsDLronp6eVL58eYMuuoeHR7Jz6+TJkwRAdr+VLrnSWVeK8YCAALm9tm3byunvyo0CKysr+doBAQEUq7WwkdGExwMmo/G253Tz5qI4qltXXWeKqZgpxm5KPJqTk/HxaMHB2h3ccuWEtls39W3qG7stXKiu/euvRGO3c+fUte8joi42VqxtB4i+/FJda4qx28qVQmdMRF3//kJbsqT2MQgLE1qtiLqnT4UXASC8CZh3g69vjClwgc6YFR6wPgwnTpyQBeg/Wovq0gHx8fFUpEgROaXdzs7OYIq5o6MjtW/fngBQmTJlKCAggBSHdaV4VjrrY1NYxNekSRMCQKVLl5bbU9an16tXj7y8vAgADR48WG5PmdKeN29emaveunVrqZ0zZ44Z3qmMBY8HTEbjbc/pc+cSTcX++ktda4qpmGLsFh5uvKlYWsaj/fFHorHb9evqWsXYLXdubWO3unWFtkULdZ1+RN306epaUyLqFiww/hh8/rlxxm7x8cLNHhDu9mrcu5d4DLTi0fQj6rRmMkyYILR58mgfA0Ydvr4xpsAFOmNWeMD6cDRq1EhO4/4YWLdunSyeu3btSgCoZMmSVLx4cVmMK9Pfv/jiC9kxV4pnpfvt6upKT5Is4jt9+jTpdDo5bR0AtWvXTj6nuLT7+flRREQEAaBWrVpRpkyZSN+0ztLSUhbxfn5+FK21sJFRhccDJqPxLud0mzaiOKpRQ10XFyemgsMIUzFTjN2UeDQHh7SNR6tUSWg/+0xdp2/spnX/89ixRGO306fVtfoRda9fq2uViLpatdR1+sZu48apa2/eTJzJoGXstm6d0Dk6ihshagwebFw8WkICUfnyQqsVUff8OVGmTEI7d666llGHr2+MKXCBzpgVHrA+HKdOnZIF6PHjx829O5okJCRQcHCwnNLu4OBg0EW3s7OT099DQkLkdHUlOs3CwkIawY1MYRFfixYt5M8CIHt7e4qMjCQAVKtWLcqSJYtBF93S0tJgSruSq968eXPy9vYmAPST1sJGRhUeD5iMxruc0/rxaPv3q2uXLjXeVMwUY7f3EY+2d6/QWVkJ4zQ19I3dYmLUtQ0aCG3jxuq69xVRpxi7ublpH4OePYU2LEz7GAQHC+2AAerbfPjQ+Hg0UyLqvvpKaHPl0j4GTOrw9Y0xBS7QGbPCA9aHpXnz5gSA6motbEwnbNy4URbPSk55sWLFZFHdqVMnsre3JwA0aNAg2TGvVq0aAaCyZcuSspb9YZJFfOfPnycLCwsCQAULFiQA1KZNG/lc//79CQD5+vrKYrxZs2ZySvvw4cPljQDFUM7X15feaC1sZFKFxwMmo/Gu57QSjxYRoa7TNxUbMUJda4qxmynxaCNHGh+PVq2a0LZvr67TN3abNUtdq2/sdvKkulaJR0vriDpjjd1u3xbvKYwwdtu4Uejs7cWxU2P4cOPj0ZSIuk6d1HUvXxJlziy0P/+srmVSh69vjClwgc6YFR6wPixnz56VBejhw4fNvTuaJCQkUGhoqJzS7uTkJDvigMgpV6a/BwcHy+nqSnSaTqeTnfUhKSzia9u2LQGgEiVKyO01bNiQAFD16tUpW7ZsBlPoLSws5Nc5c+akOnXqECAy1H18fAgATdda2MikCo8HTEbjXc/pq1cT49H+/FNda4qpmCnGbko8Wq9e6tvUj0dbskRde+hQYjzahQvqWlOM3Zo2FdrISHWdfkTdlCnqWlMi6lasSDwGjx6pa/v1M97YLTRUaPv0Ud/m48eJx0ArHs2UiLpvvhHaHDm0jwGTMnx9Y0yBC3TGrPCA9eFp3bo1AaCaNWuae1eMYuvWrbJ47tWrFwGgQoUKydzz9u3bk6Ojo0EXXT86Tckzd3R0pPtJFvFdunSJLC0tCYA0pWvZsqV8bsCAAQSAfHx8pIlco0aN5PT3YcOGyRsBytc+Pj70WmthI5MiPB4wGY20OKe7dBHFUYUK6rr4eLH+GEaYipli7LZ9u+nxaIGB2tFctWsLbatW6jp9Y7cZM9S1Z84Yb+z2viLqFGO3oUPVtffuifX9ANH69erarVsTj8G//6prx4wxPh7N2Ii616+JsmYV2pkz1bVMyvD1jTEFLtAZs8ID1ofn4sWLsgDdr7WwMR2QkJAgi+xOnTqRq6urQRfd2tqaunXrJotspdDu2LEjASJOTemsD0hhEZ/SbVfWu1tbW0uX98qVK8tMdaVY1+l0cl169uzZ5br1Bg0akK+vLwGgb7UWNjIpwuMBk9FIi3P6xo1EU7EdO9S1ppiKGWvs9r7i0Y4eTYxHO3NGXatv7BYVpa5t1Upoa9dW1+lH1E2cqK41JaJu7Vrjj8GgQUJbrJh2Fz08XGi7d1ffpinxaPoRdefPq2t/+EFos2XTPgZMcvj6xpgCF+iMWeEByzwoud9VqlQx964Yxa5duwgA2djYSIf1/Pnzy7zzNm3akLOzs0EX3dHRkerWrUuAyFBX1rLfSbKI7+rVq2RtbU3K+nZlrbmVlRUBiTnrmTNnlsV4ZGQkZc+eXU6dV8z3FHd3b29veqW1sJFJBo8HTEYjrc7pHj1EcVSmjHYhV6KE8aZixhq76cejXbumrjUlHi0yUmibNlXXmWLsduFCorHbwYPqWiWizt3d+Ii6smWNN3YbOFB9mw8eJBq7rV6trt21KzEeTSuibuJE4+PR6tQRWmMi6rJnF9rvvlPXMsnh6xtjClygM2aFByzzcOXKFVmA7t6929y7YxQVK1YkQMShubu7G3TRraysqGfPngSAChQoILvh7du3l8WzYgTXJ4VFfMo6dqX7bmVlJQ31ypcvLzPV+/fvL7c3dOhQAkBZs2aVEXZ16tSR2ilaCxuZZPB4wGQ00uqcvnUrMR5tyxZ17aZNxpuKmWLsVrmy8fFoXl7GxaOdPJkYj/b33+paU4zd2rUT2mrV1HX68WhpGVGnb+x29666VjF2K1RI+xhUrCi0nTur654/T4yo04pHMyWi7scfhTZLFu1jwBjC1zfGFLhAZ8wKD1jmo0uXLgSAKmgtbEwn7NmzRxbPisN6njx5ZE55y5Ytyc3NzaCLbm9vT/Xr1ycA0mzO1taW/k2yiO/mzZtkY2NjMNW9SZMm8jnFGM7T01MW47Vr15bT3wcNGiTN95SbBp6envRCa2EjYwCPB0xGIy3PaSUerVQp403FevdW36Ypxm6mxKN9/bXx8WiNGwttw4bqOn1jt6+/Vtdevpxo7LZ3r7pWiUdzdRUma2qYElEXEmK8sZuLi3HGbnv2JB6DK1fUtZMnGx+PpkTUNWmirouOJsqZU2inTlXXMobw9Y0xBS7QGbPCA5b5uH79uixAd2otqksnVK1alQBQq1atyNPTk4DEuDNLS0vq06cPAaDAwEAZxaYfnaZ0yLunsIhP6cAXKlRIbq9Vq1YEgMqUKSMz1fv27Su3pxjDZc6cmZo1a0aK+Z6inai1sJExgMcDJqORluf03buJ8WgbNqhrTTEVM8XYTYlHa9dOXacfj/bTT+raU6cS49GOH1fXmmLs9tlnQlupkrrubSPqNm1S127ZkngMbt1S144ebbyxW9WqQtuhg7pO/xhoxaP9/bfxEXW//CJ0Xl7ax4BJhK9vjClwgc6YFR6wzIuSLR4eHk4Jau2AdMKBAwdk8aysDff395c55U2bNiUPDw+Drretra3sepcqVYqUtezXkyziu3XrFtnZ2RnoGjRoIJ9TuvLu7u7UtGlTAkQUm7+/v3w9xXxv1KhRUsvntvHweMBkNNL6nB44UBRHxYtrd3DLljXOVMwUYzclHs3CIm3j0Zo3F9q6ddV1+sZukyapa69dE2vmAbF+W423iagrUcJ4Y7cePdS3qW/stmiRuvbAgcR4tIsX1bXTphkfj6ZE1NWvr66LiSHy9xfaL79U1zKJ8PWNMQUu0BmzwgOWebl16xbZ2toSANqitbAxnaDEpzVv3pwyZ85s0EW3sLCQJnK5c+eW7u+tWrWSxbNiBNc5hUV8ys8WKFBAbq9NmzayaFcy1Xv16iW3p7x2pkyZZIRdlSpVKF++fASAxmotbGQkPB4wGY20Pqf149HWrFHXmmIqZoqx2/uIRzt3LjEe7fBhda1i7ObhoW3s1q2b0JYrp15M68ejDR6svk1TIup27jT+GEyYYLyxW82aQtu6tbru9evEY6AVj3bmTGIX/ehRde38+cYfA0bA1zfGFLhAZ8wKD1jmR5kWHhIS8lF00Y8cOSKLZyXuLEeOHFSnTh0CQA0bNiQvLy+DLrqNjY3sepcoUYKUtexXkiziu3v3Ljk4OMj3AwDVq1eP7O3tDbrorq6u1LJlSwJAERERlDdvXlJM5BTzvdGjR0vtY62FjQwR8XjAZDzexzk9dKgojgoXTjtTMVOM3ZR4NJ3OtHi016/VtW3aCG2NGuo6U4zdbt5MNHbbtk1dqx9Rd++eutbYiDoikV8PiDx7NZ4/J8qUSWjnzVPXHjmSOJPh7Fl17fTpxsejtWwptMZE1OXNK7TjxqlrGQFf3xhT4AKdMSs8YJmfO3fuyAJ048aN5t4do6hXrx4BoMaNG1PWrFlJ31Vdp9NJEzk/Pz8qX7687LgrcWpKkd4hhUV8SlGvdMB1Oh21a9eOFAM5pbves2dPWYwr8Wru7u5SW7FiRakdobWwkSEiHg+YjMf7OKcfPUqMR1uxQl1riqmYKcZu9esbH4+WI4dx8WgXLybGo+3fr67VN3Z78kRd26uX0JYubXw8WlpG1O3enXgMrl5V1yrGbv7+2segXj2hbdZMXffmjfHxaPoRdYcOqWsXLRI6NzftY8Dw9Y0xDS7QGbPCA1b6QFnPHRwc/FF00U+cOCGL5yFDhhAAypYtm3Rsj4yMpCxZshCQmGNuZWVFLVq0MJjmbmlpSReTLOJ78OABOTk5EQAqXbo0KY7tynNKF93Z2Znatm1LgIhiy58/Pykmcor5ntJFd3Z2podaCxsZHg+YDMf7OqeVeLSgIONNxdq3V9eZYuxmSjzarFnGx6N17Ci0Vaqo6/SN3UaOVNfqG7tt3qyu1Y9HS8uIuipVjDN2e/mSKHNm44zdTpxIPAb//KOu/d//jI9HMyWiLihIaEeNUtcyfH1jTIMLdMas8ICVPrh//z45OjoSAFq7dq25d8coFOO3+vXrU/bs2QkADR48WOaUK4W5r6+vjGLTj05TjOBap7CIT3Fnz5MnDwEgANSxY0dSnOCLFi1KAKhbt25ye0oX3cXFRWrLli0rneMHay1sZHg8YDIc7+ucfvJEdC4BosWL1bUHDyaaiqWlsZsSj9aggbpOPx5tyhR17dWrifFou3era00xduvf33hjt7eJqFu6VF1rirHbN98kGrtFR6trGzUS2kaN1HXR0WJmBKAdj2ZKRN3y5ULn4iJmdjCpw9c3xhS4QGfMCg9Y6QelE12kSBGK12oHpAP++ecfWYwrBXWWLFkMcsp9fHwIAA0YMEB2zBUjN6VwtrCwoLNJFvE9evSIXFxcCBARa4pju/Kc0kV3dHSk9u3bS13BggUJAPXu3Vua740ZM0Zq72ktbPzE4fGAyWi8z3N63DhRHOXNq20qVquWcaZiphi7nT6daCp27Ji6du5c4+PRunQR2goV1HX6xm5Dhqhr791LNHb77Td17dtE1OXLpz2TQTF2a9NGXff6NVHWrMYZu/3zj/ERdbNnGx+PpkTUVa6srouPF14IgPBGYFKHr2+MKXCBzpgVHrDSD48ePSJnZ2cCQCu0FjamE5Ts8Tp16pCfn58snpWccmU9uY+Pj4xia9iwoYxOCw0NJQDULIVFfEpUWkBAgLwR8NlnnxEACgoKkuvYu3TpIovxkSNHEgBycnKiLl26yNcIDg6WNwqY1OHxgMlovM9zWj8ebf58da0ppmKmGLu1aJH28Wg3bgjXc0C4oKuhb+x2/766dvBgoS1a1Ph4tG7d1LdpSkTd4cPGH4MffjDe2K1ZM6GtV09dFxNDFBBgXDyafkTdH3+oa9esSTwGDx6oaz9l+PrGmAIX6IxZ4QErfaEUmEFBQRSn1Q5IB5w9e1YW48oUcy8vL1m4V6tWjXLkyEGKw7rSMVfWjisdb51OR/8kWcT39OlTcnNzIwAyri0iIkI+p3TR7ezsZOEeEhIip7/36NFDmu8pXXR7e3u6o7Ww8ROGxwMmo/G+z+kvvxTFUUCAtqlYZKTxpmK+vsYZu+nHo/31l7rWlHi0Hj2EtkyZtDV2c3IS2lWr1LVKRJ21ddpG1NWtK7TNm6vroqISjd2+/15de/Zs4jE4ckRdu2CB8cfg88+FViuiLiGBqFgxoR04UH2bnzJ8fWNMgQt0xqzwgJW+ePLkiSxAlyxZYu7dMQplynqNGjUoICBAdqqVnHKlkPb29qZatWqRYiKnxKmFhYURAGqUwiK+8ePHEwDKlSuXvBGgFOOBgYGyA9+pUydZjCs3ORwcHOjzzz8nxXxPiW3rrbWw8ROGxwMmo/G+z2n9eLRfflHXmmIqZoqxW9u2xsej5ctnXDzarVtEdnZCu2WLutYUY7fhw4W2YEHzRNQdP554DE6dUteaYuzWurXQ1qyprouNTYyo04pH04+o275dXbt+feIxuHtXXfupwtc3xhS4QP/EefPmjVyLe1xvAdPVq1dJMcfSfxw4cMDg55cvX06BgYFka2tLBQsWNDmmiwes9Me4ceNkARqr1Q5IB1y8eFEW40oX3cPDg1q1aiW73rly5SLFYV3pmCtrxxX39aR/A0REz58/p0yZMpFi+AaI+DQPDw+DKfS2trbUtWtXAkDFixeX09+7du0qzfeULrqtrS39q7Ww8ROFxwMmo/EhzmklHi1nTuNNxRo2VNeZYux26ZLx8WhLlybGoz1+rK7t21doQ0KMN3br00d9m48fJxq7LVumrtWPqLt8WV1rSkRdw4bGG7vlzGmcsZt+RF2Sj2nJWLzY+Hg0UyLqSpUS2r591bf5qcLXN8YUuED/xOnVqxfVqFEj1QJ9+/btdOfOHfmI0bvy7Nu3jywtLWny5Ml05swZGj58OFlbWyebKqwGD1jpj2fPnskCdMGCBebeHaPo0KGDLMYDAwPllHYlp1wxwPP09KTIyEhSTOSU6DRlCnu9FBbxffXVVwSAcuTIIW8EKOvLAwIC5M+2b99eFuNKF93Ozo569uxJiimdou2mtbDxE4XHAyaj8SHO6VevRJcVEF1XNU6dMt5UbM4c443dlHi0iAh1XXy86F4DRCNGqGvv3k2MR9uwQV1rirHbmDFCmz+/eSLq9I3dTpxQ1/7yS6Kx28uX6toOHYS2alV1XVxcYkSdVjza7duJMxm0Iup+/13o7OzEDAjGEL6+MabABfonzKZNmyhfvnx0+vTpVAv0pB1FfZo0aUK1atUyeC4kJIS6dOli9D7wgJU+mTRpkixAP4Yu+pUrV2QxrhTHbm5uBjnluXPnllPMFdM3JQ4tMDBQPnckySK+ly9fkpeXl9yO0k1XnlO66NbW1tStWzcCQIULF5YZ6p07d5bme0ouurW1NV3XWtj4CcLjAZPR+FDn9HffieIoe3ZtU7HmzY0zFTPF2O3q1URTsT//VNeuWmV8PNrAgUJbvLjxxm7du6tv8+lTInd3of31V3WtfjxaWkbUKcZukZHqOlOM3a5cSYxH27NHXbtihfHxaEpEXcmS2scgLExoe/RQ3+anCF/fGFPgAv0T5e7du5QtWzY6fPhwisW48pyvry95eXlRmTJlaN26dQbb8PX1pWnTphk8N3LkSCpcuLDR+8EDVvrkxYsXsgCdPXu2uXfHKDp37kwAqEKFClSgQAECQH369JE55UoX3d3dXUax1ahRQ0anKVPYa6awiG/q1KkEgLJnz07W1tYEQK4v9/PzowoVKhAAatOmjSzGlRsFNjY21KdPHwJABQoUkNrOWgsbP0F4PGAyGh/qnI6KEo7fgHAAV0Pf2O3wYXWtKcZuXbsKbfny6oVcfLxwUgeEs7oaDx4kGrutXauuVYzdbGy0jd0mThTaPHm0jd2UeLRWrdR1pkTUmWLsNn++8cegc2ehrVhRXWdKPNq9e0QODkKrFVG3Y0fiMbhxQ137qcHXN8YUuED/BElISKDq1avTuP8cQlIq0B88eEBTp06lgwcP0l9//UWDBg0inU5nUKRbW1vT4sWLDbY9Y8YMypw5c6qv/ebNG3r27Jl83Lx5kwesdMrXX38tC9BorYWN6YDr16/LYlyJSHNxcZFd8rCwMDn9vVevXslM33Lnzi2fS+q18Pr1a8qSJYtBF7106dLk7e1NiikdALKyspJT2oOCgmTR36FDB3J1dTXYNysrK7qstbDxE4M/wDAfO+a8xs2cKYqjrFm149HatDHOVMwUYzf9eLQdO9S1+vFo9+6pa4cOFdrChdPO2O35czF1HxAZ7WroR9SdOaOuNSWiTjF2SzIRMRmxsSLrHiAaP15de/268RF1a9cmHgOteLRBg4TWmIi68uWF1oTJlJ8EfH1jTIEL9AyE4lat9jh79ix99913VKZMGRmjZcx0diLhlh0eHi7//zYFulKcJH3wgJX+ePXqlSxKf9JaVJdO6N69OylrygsVKkQAqGfPnjKnXOmiu7q6UtOmTQkAVa1aVTrXK8V31RQW8X3//fcEgLJmzSpvBChd9OzZs1OVKlUIALVo0UJuTzGts7a2pn79+pEynV7Rttda2PiJwR9gmI8dc17j3rwhypFDFEfffKOuNcVUTN/YTctUrGdPoTUmHq1ECaHVikd79EhMxQbE1Gw19I3drlxR106eLLS5cmkbu9WrJ7RpGVF34ULiMTh4UF1rirFb9+5CGx6ufQyKFxdarXg0/Yi61avVtX/+mXgMrl5V135K8PWNMQUu0DMQ9+/fp7Nnz6o+oqOjqV69emRhYUGWlpbyAYAsLS2pTZs2qW5/+vTplCVLFvn/t5nizh30j4vvvvuOlKUOb7QW1aUD/v33X1mMK+u9HR0dpalbSEiInP7evXv3ZKZvuXLlks/tSbKILyoqirJnz07KNHoAVLJkSfLx8THooltYWMgp7Xnz5qWKFSuSMv1dMd9TPsRbWlrSBa2FjZ8Q/AGG+dgx9zVOiUfLnNl4U7EqVdR18fGJpmJaxm768Wi//66u3bQpMZpLKx5t1CihDQoy3titQwd1nb6x288/q2vfV0Rd+/bGG7sFBRln7Pbvv4nxaFu3qms3bEg8BlrxaKZE1EVECG3Hjuq6Twm+vjGmwAX6J8j169fpn3/+kY8tW7YQAFq5ciXdvHkz1Z/r1KkTFStWTP6/SZMmVLt2bQNN6dKl2SQuAxEVFSUL0OnTp5t7d4xCKY5DQkKoWLFiBAjXdCWnfOjQoQSAnJ2dqUWLFgSI6DQlTk0pviumsIjvxx9/JEBkqtvZ2Rl00bNmzSoTEZo2bSqLcaWLbmlpKYv43LlzS20rrYWNnxA8HjAZjQ99TuvHo02erK69ejXRVGz3bnXtypXGG7sp8WilShkfj9a7t/o2nzwR3WNAdJPV0Dd2u3hRXTttmtDmyKFt7PY+Iurel7Fbnz5CGxqqfQxCQoRWKx7NlIi6ffuMPwafCnx9Y0yBC3QmxSnu8+bNo8WLF8vO+4QJE8jCwoLmzJkjNfv27SMrKyv6+uuv6ezZszRq1CiOWcuAzJgxgwCQj48PvdZaVJcOuHPnjizGlU61vb29LKSLFy9ORYoUkcW14v6u5JjnzJlTGsHtTLKILzo6mnLkyCELeABUrFgx8vX1JUBEuwEiZ13JXA8ICKCqVasSAGrZsqU031NM5CwsLOiM1sLGTwQeD5iMhjnO6blzRXGUKZNYa61Gly5CW6GCuk7f2G3IEHXt3buJpmJa8WjbtgmdMfFo48YJbd68xhu7tW6trnv9OtHYbeZMda1+PFpaRtQpxm6VKqnrTDF2u3MnMaJu40Z17ZYtQmdMPJopEXXVqwutysTMTwq+vjGmwAU6k2qBnj9/fnJwcCAXFxcqVaoUrUhh8dfy5cspb968ZGNjQwUKFKCNWleCJPCAlf558+aNLEqTLmlIryid6uDgYCpVqpScxq7klCtddEdHR2rTpg0BoHLlysniWSm+w8PDKSFJ++Hnn38mQGSqOzg4yOnyAChz5sxUu3ZtAkANGzaU2xs2bJgsxhWvCD8/P6pTpw4BoGZaCxs/EXg8YDIa5jinY2OFOzlANGGCulbf2E3LVEzf2O3+fXXtF18IrTHxaGXLCm23burbfP5cOJkDRAsWqGv1jd3OnlXXTp8utNmyaUfUKfFodeuq60yJqNM3dtu1S127Zo3xxm4DBghtcLD2MShTRmi14tFMiaj766/EY3DunLr2U4Cvb4wpcIHOmBUesD4OZs2aJQvQl1oLG9MB9+/fl8W40kW3s7OjHj16ECByyoODg2XhnpLpm/Lc1iSL+GJiYsjf39+gkC9UqBD5+fkRANk51+l0sqPu5+dHNWvWlNPfFff34cOHS60pM08yKjweMBkNc53Tv/4qiiN3d1FUqdGjh/GmYsYau+nHo61Zo65V4tGsrbXj0b78UmgDAtLW2C17dqH97jt1rX48WlpG1CnGbmXLpp2x2/37opAHxM0VNXbuFDpj4tEmTBBaYyLq6tQR2ubN1XWfAnx9Y0yBC3TGrPCA9XEQExNDuXLlIgA0WWthYzpBcWwvUqQIhYWFEQDq1KmTzClXuuj29vbUvn17AkQUm1I8V6pUiQBQaGhosi76vHnzCAB5eHiQk5MTKevcAVCmTJkoMjKSAFC9evWkE77yejqdjgYPHkyK+V79+vVlx/1Th8cDJqNhrnM6Lk5MQwaIRo9W1966lWgqtmWLutYUY7dhw4yPR6tUybh4tBcviLy8hHb2bHWtKcZu//uf0GbJom3spsSjpWVE3fsydhsyRGiLFNE+BhUqGBePph9RN2+euvbYscRjcOqUujajw9c3xhS4QGfMCg9YHw9z586VBehzrYWN6YBHjx7JYlxxdLexsaHevXsTIHLKQ0JCCAB17NhRur8rXXQfHx9pBJd06UZsbCzlzZvXoIseFBREuXPnJgDUu3dv0ul0BIAGDhwou/J169aVxbhivjds2DCp1Yo6zOjweMBkNMx5Ti9blmgq9vixulYxFQsJSTtjN/14tOXL1bX68WiXL6trp04VWj8/ouhoda1i7NaokbouOlpsDxDbV0M/om7/fnWtKRF1vXunvbHbw4fC2A8QRn9q7N5tfDyaElHn7689k6FBA6Ft3Fhdl9Hh6xtjClygM2aFB6yPh9jYWMqTJw8BoIkTJ5p7d4xCMWIrUKCAzDhv164dubq6EpCYi25ra0udOnUiQESnZcuWzaCLHhwcnKyLvmjRIgJAbm5ucntKF93d3Z0aNWpEAKh27dqyGFe66Ppf+/j4SG1drYWNGRweD5iMhjnP6fh4EYkFiIgsNe7eNd5UbOtW443d3iYerX17dd2rV6LTDYjOtxqmGLvNni10Xl7axm7vI6JO39ht0yZ1rSnGbiNHCm2BAtpd9CpVjItHMyWi7u+/hQ4Qsxo+Vfj6xpgCF+iMWeEB6+Pi119/lQXoU62FjemAJ0+ekJubG+mvRbeyspLrxPPmzUvh4eGycFfc3xXTN29vb2kEty7JIr64uDjKnz+/QRc9b968lC9fPgJAPXv2JAsLCwJAX3zxBQEiiq1BgwYEgCIjI6X7+5AhQ6T2sNbCxgwMjwdMRsPc5/SqVaIwcnLSNhUbONB4UzHF2K17d/VtPn1qfDzawYOJ0VwXLqhrv/tOaLNn145HU4zd6tVT18XGirXtgFjrroZ+PFpaRtQpxm4lSqSdsduTJ4nxaEuWqGvfNqJOayZDkyZCGxmprsvImHssYD4uuEBnzAoPWB8XcXFxsgAdM2aMuXfHKMaNG0cAKDAwkCpXrkwAqHXr1jKnXOmiW1tbU5cuXQgQUWxK8az8TJEiRSg+Sfth2bJlBIBcXFzkjQCluHd1daWmTZsSAKpWrZp0wh80aJCc0q6YxHl7e1Pz5s0JANXUWtiYgeHxgMlomPucTkggKlZMFEeDBqlr9U3F1q5V1yrGbjY22sZu48cbH49Wq5bQtmqlrouKEq7rgHBhV0Pf2O3IEXXtggXGG7sp8WhpGVFnirHbjh3GG7uNHSu0gYHaMxmUiDqteDRTIurOnEmcyaB1DDIq5h4LmI8LLtAZs8ID1sfH0qVLZQH6WGthYzrg2bNnshgfMWIEASBLS0vpsB4QEEAVKlSQhbvi/q4U2l5eXtIIbmWSRXzx8fFUqFAhgy56QEAAFShQQG7D0tJSFuaAcMJXCvdatWpJ871BgwZJ7X6thY0ZFB4PmIxGejinf/tNFEYODkT37qlrhw413lSsYkXjjN2ePxeZ7ADR/Pnq2qNHE6O5zpxR186cKbRZs4piUQ1TjN0CA4V23Dh1rX48WlpG1L0PY7dnz4yPqDt82Ph4NFMi6lq2FNpatdR1GZX0MBYwHw9coDNmhQesj4/4+HgqWLCg7AB/DEyaNEkWz9WqVSMA1Lx5c5lTrriqW1lZSZO4woULy+JZ6aIXKFAgWRd99erVBICcnJwoU6ZMpL8W3cnJiVq2bCm3oWxv4MCBckq7ctPA09OTWrduTQCoitbCxgwKjwdMRiM9nNMJCUQlS4riqF8/de2jR4mmYitWqGv1jd2uXFHXfvWV8fFokZHGx6PlyCG006apa/WN3Q4cUNcuWSJ0bm7axm5KPFpaRtSZYuz255/GG7tNmpR4DLRmMtSta1w8mn5E3fffq2vPn0+cyXDwoLo2I5IexgLm44ELdMas8ID1cbJq1SpZgD7UWlSXDnjx4oUsxpWC2MLCQq4N9/Pzo4iICAJALVq0kO7vShfdw8ODXFxcCAAtSbKILyEhgYoVK2bQRffz86MiRYqQ4gpvbW1tcCMgU6ZM1KJFCzn9XXF/HzhwIFlZWREA2q21sDEDwuMBk9FIL+f05s2JpmK3b6trFVOxtDR2e/kyMR7tl1/UtSdPGh+P9vPPQps5s3gNNRRjt6pV1XVxcYnGbqNGqWv149HSMqJuxAjjjd0iIowzdtOPqJszR117/Ljx8WimRNS1aye01aqp6zIi6WUsYD4OuEBnzAoPWB8n8fHxVLRoUVl0fgx8/fXXsniuXbs2AaDGjRvL3HNlCrqlpaUszIOCgqRzvdJFDwwMpLgkn1rXr19PAMjBwUHeCFC66A4ODtS2bVsCQOXLl5fF+IABA+SUduWmgYeHB7Vr144AUAWthY0ZEB4PmIxGejmnExKISpcWxVGvXuraJ08Sjd20TMVMMXZT4tFy5tQ2FWvcWGgbNlTXxcQQ5coltJMnq2v1jd327FHXrlghdC4uYlaBGu8jok7f2G3pUnXt/v3GG7t9/bXQGhNR17ChcfFopkTUXb6cOJNh7151bUYjvYwFzMcBF+iMWeEB6+Plt99+kwXoPa2FjemAV69eUZYsWeTUfACk0+lkYZ49e3aqXr06AaAmTZpI07cePXoQIOLUlOcWLlxosO2EhAQqWbKkLKyV7QUHBxMA6ty5M9nY2Bh00d3d3alNmzay+FfM9/r16ye1O7UWNmYweDxgMhrp6Zzeti3RVOzmTXXtuHGJpmLGGru1bq2ue/3a+Hi0U6eMj0ebO1foMmUS693VUIzdKlZU18XHizXggFiXr4Z+PFpaRtQpxm758mnPZKhRwzhjN/14tJ9+UtfqR9RpxaOZElHXqZPQVqqkrstopKexgEn/cIHOmBUesD5eEhISqESJEgSA+vfvb+7dMYrvvvuOAJCvry9FRkYSAGrQoIHMKVemvFtYWFDPnj1lx1wpnpUueu7cuSk2yafWzZs3EwCys7OTNwKULrqdnR21b9+eAFBYWBgFBgYSAOrbt6+c/q7EwLm6uspM9vDw8GT56xkZHg+YjEZ6OqcTEojKlRPF0eefq2tNMRU7ciTRVOzsWXXt998nxqNpmYo1by60deuq62JjifLkEdqJE9W1phi7rV2baOymFVGnxKOlZUSd/jFIck84GX/9Zbyx27ffCq2vr/ERdVrxaDExxkfUXbtGZG0ttLt2qWszEulpLGDSP1ygM2aFB6yPm02bNskC9LbWwsZ0QFRUlCzGhw4dKuPOlKi1rFmzUp06dQgANWzYULq/K1PeXVxc5HNzkiziS0hIoLCwMIMuetasWalUqVIEgDp27Eh2dnYGr+fq6kodOnQgAFSuXDnp/t67d2+ytbUlALRFa2FjBoLHAyajkd7O6T/+EIWRtbUolNT48kvjTcXq1TPO2C0qKtFU7Icf1LXnziWaih0+rK799Vehc3cX2etqmGLsFhwstAMHqm/zfUXUKcZuuXOnnbFbVFRiPJq5Iuo+/1xoy5ZVPwYZifQ2FjDpGy7QGbPCA9bHTUJCApUuXZoAUC+thY3phBkzZhAA8vHxoUaNGhEAqlu3rsw9HzBggJz+3qdPH1Lc3xXneqWL7ufnRzFJ7Ii3b99OAMjGxkbeCFBc4W1tbWVnvFSpUrIY79Wrl5zSPnr0aAJAzs7OMpM9JCTkk+mi83jAZDTS4zldqZIojjp1Utfpm4rNnq2uPXHCeGO3H380Ph6tTRuhrVFDXRcXR5Q/v9COGaOu1Td227pVXbtxY6Kx29276lpT4tGMjah78YLI09M4Y7djx4w3dpsxQ2h9fLSPQatWxsWjxcYaH1F382biMdi2TV2bUUiPYwGTfuECnTErPGB9/Gzbtk0WoDe1FjamA968eUM5cuQgZT24Enc2bNgwAkROuTL9vV69etL0TemiOzk5yed+SrKILyEhgcqVK0eKIZyyvTJlyhAAateuHTk4OMgOvrI9pXAPCwuT7u89e/Yke3t7AkAbtRY2ZhB4PGAyGunxnN67N9FU7NIlda0ppmKNGhln7BYdnRiP9s036lr9eLT9+9W1y5YJnasr0ePH6lrF2C00VLuLHhIitH37qm9TPx4tLSPqpkxJPAZaEXUNGhhn7PbmjZjiDogp72pcuJB4DLTi0RYvFjpjIup69RLa0qU/jS56ehwLmPQLF+iMWeEB6+MnISGBypYtS8qa64+BWbNmyeK5WbNmBIBq1qwpc8r79esnp7/37dtXdsyV4lnpovv6+tKbJIv4/vjjDwJA1tbWlD17dgJAXbt2lc8pnfHixYvL7fXo0UNOf1fWojs6Oso17MHBwZ9EF53HAyajkV7P6WrVRHHUrp267tWrRGM3LVMxU4zdTIlH69hRaKtUUdfFxxMVLCi0w4era00xdtuyRejs7Ihu3VLXvo+IOn1jt1mz1LWmGLvNmiV03t7a8Wjt2xsXj2ZKRN3t2+I9BUQEXUYnvY4FTPqEC3TGrPCAlTHQL0qvaS1sTAfExMTIYnzQoEEy7kzpomfKlElOf69Vq5Y0fVO66A4ODjKebcaMGcm2rxTwSjc9U6ZMsqPeunVrcnJyMuiiOzg4yCK+VKlS0v29W7du5OjoSABordbCxgwAjwdMRiO9ntOHDiWaip0/r6797jvjTcUUY7d69dR1MTFE/v7GxaNdvZoYj7Z7t7p21Sqhc3ISHW01TDF2Cw8X2h491LepH4+WlhF1phi7NW1qvLGbElE3ZYq6Vj+iTisezZSIun79hLZEiYzfRU+vYwGTPuECnTErPGBlHCpVqkQA6LPPPjP3rhjF3LlzCQB5enpSq1atCABVqVJF5pT37dtXTn/v37+/7JgrxbPy+/r4+NDrJIv49u3bR4DIVM+ZMycBkJ1zKysr2RkvXLiw3N7nn38up78rXXR7e3vpJl+kSBGK11rY+JHD4wGT0UjP53Tt2qI4atlSXRcVRZQtm+mmYlrGbvPmGR+P1qWL0FaooK5LSCAqVkxoBw9W1+obu61bp67duTPR2O3GDXWtEo+WlhF1+sZuKdwTNuDMGeON3ebMETpPT+14NCWiTiseLT6eqHBhodWKqLt3j8jBQWh/+01d+7GTnscCJv3BBTpjVnjAyjjs3btXFqCXL1829+5oEhsbK4vxAQMGkJWVFQGJGenu7u5y+nv16tUpW7ZssqutONcrRnDfprCIT8lUV6b/u7u7y6K+efPm5OLiYtBFt7Ozkx36YsWKUUhIiCzsnZ2dCQCt0FrY+JHD4wGT0UjP5/TRo4mmYmfOqGtnzjTeVKx1a6GtWVNdFxtLlDev0E6YoK69ccP4eLTffkuMR7t3T11rirFbhQpC26WLuu59RdTpG7tpRdSZYuyWO7fQGhNRZ2w8mikRdYMGCW3RotrH4GMmPY8FTPqDC3TGrPCAlbGoVq0aKWZoHwMLFy6UxXO7du0IAFWsWFHmnvfq1UtOf1fc3X18fGTxrBTc3t7e9CrJIr5Dhw4RIDLV/f395ewC5bkePXoQAAoKCqLQ0FD5fWX6u9JFt7W1lW7yQUFBFKe1sPEjhscDJqOR3s/pyEhRHDVpoq578ybR2G3aNHWtvrHbgQPq2kWLjI9H69FDaMuU0Z6SXrKk0Pbvr75NfWO3lSvVtbt3Jxq7Xb2qrlXi0YyJqFOOgVZE3fsydlu4MPEYaJ2m3boZF4+WkEBUvLjQakXUPXggliQAYolCRiW9jwVM+oILdMas8ICVsTh48KAsQC9oLapLB8TFxclivF+/fmRtbU0AaMSIEQSInHJl+nvlypWl+7sSnWZjYyPj2aaksIivdu3aBIDCw8Pl9qpWrUoAqEmTJuTm5kZAYi66ra2tnNJeqFAh+XMdO3YkV1dXAkBLtBY2fsTweMBkNNL7OX3ypCiMAKK//1bXmmLs1qGDccZucXHCUA0gGj1aXXvrVqKp2JYt6trNmxON3W7fVtcqxm4FCmh3cKtUEdoOHdR17yuizhRjt3bthLZqVXVdXBxRvnxCO3asulY/ok4rHm3DBqEzJqJu+HChLVgw43bR0/tYwKQvuEBnzAoPWBmPWrVqEQBq1aqVuXfFKJYuXSqL5w4dOshp6UFBQaQ4rCvT3wcOHEiK+7sSnVaxYkVS1rK/SLKI79ixYwSITHVlOn3Hjh3lc7169SIAlDdvXoNiXJn+rnTRra2tqV+/fgSAAgMDKVarJfORwuMBk9H4GM7pxo1FcdSggbrubU3FtIzdli9PNBXTikfr21doQ0K0O7ilSwtt797q2zTF2O3AgURjt4sX1bXvI6JO/xh8/bW69vLlxGOwZ4+6dulSoTMmoq53b6FNy4i6x4/F8QfEvmREPoaxgEk/cIHOmBUesDIeR48elQXoGa2FjemA+Ph4KliwIAGg3r17k62tLQGgkSNHEiByytu2bUuAyDZX3N/1o9MUI7hJkyYl2379+vUJEBnnyvZq1qxJAKhBgwaUKVMmgy66tbW1nNKeP39+eQOgXbt25OHhQQBogdbCxo8UHg+YjMbHcE7rx6MdO6aunTs30VTMWGO3ihXVdfHxRIUKGRePdvduYjzahg3q2m3bhM7Wlv7f3nlHR1W1XXynhxASQkgIEAiEJr2DVAFBepHee5VepHdFBQVsCL42VGxYX0XRFwsW7CgoCthQEEURxYAgLc/3x/nOnUlgzr0XEmYy2b+1slYcNif35lzP8Mw5z95y4IBZ623sZtdF1KGD0g4ebNZ5x6PlZESdG2O3UaOcG7vpeLQFC8xa74g6u3g0NxF1ixcr7RVX2M9BXiQvrAUkcGCBTvwKF6zgpFu3bgJA+vTp4+9LccSzzz4rAKRQoUIyevRoASBXXnmllVN+3XXXSWRkpACQmTNnWjvmOjqtRYsWAkCKFCly3rO8c+dOAWDtfgOwduoBWMV4uXLlrHGGDBkiCQkJWT4oCA8Pt3bwy5UrF5S76FwPSLCRV57p/v1VcdS5s1l35oxIhQrOTcWcGrs995wnHs3OVOz665W2Th37HdzmzZX2uuvMY3obuz36qFn7ySfOjd3cxKM5jajzNna7wGfCWXBj7PbMM0pXqJDziDq7eLTMTOUZANhH1B09qvrgAZENG8zavEheWQtIYMACnfgVLljBiS5KQ0JC5Au7xsYA4Ny5c1KrVi3rSHuBAgWyFMcxMTFWUd2kSRPruLqOTgsLC7N21pdeoImvd+/eVtGvx+vcubMAkC5dukhSUpIAkNmzZ1vFuI52q1ixorRu3dpqG9DaB+waG/MgXA9IsJFXnuk9ezzRXB9/bNZu2ODcVGz8eKVt2tS+kNPxaLNmmcf0NhV74QWzdutWpYuIUMWqCW3sVr68vbFbly5K26+fWecdj2YXUec9B3YRddrYrUiRnDN2O3dOOakD/ouoW7ZMaStUsJ+DvEZeWQtIYMACnfgVLljBS69evaxj3HmB//73vwJAChYsaJnA1atXz8opHzNmjERHRwsAmTVrlmj3d1086930+Ph4+euvv7KM/dVXX0lISIh1bF0fWdevTZ06VQBIWlqatGnTRgDIgAEDrOPv2rQuLCzM+tllypSRU3aNjXkMrgck2MhLz/Tgwao4atfOrDt7VqRyZaVdssSsPXjQYyr2v/+ZtS+9pHQxMfbxaHPnKm2NGvamYq1aKe2oUWadt7Hbgw+atZ9/7jF227XLrPWOR7OLqNNzYBdRl1vGbv/9rycezW4OZs9W2pyMqMvIEElMVNqHHjJr8xp5aS0g/ocFOvErXLCCl127dlkF6Gd2jY0BQGZmptSrV0+0S3vBggWz7KJHR0dbMWkNGjSw3N+9o9P0zvqCCzTx9e/fXwBYEW3R0dFWf3qHDh0kJSUlS/EfGhpqHWlPT0+X9u3bCwDp27evFCtWTADIvXaNjXkMrgck2MhLz/R333miubZtM2ufesq5qdiUKc6N3Ro0UNpp08xjHjniMRV7+mmz9r33PPFo339v1nobu50+bdb26KG0PXuadd7xaDkZUedt7JbtM+HzcGPsVq+e0s6YYR7TO6LOLh7NTUTdihVKW7as/RzkJfLSWkD8Dwt04le4YAU3/fr1s45x5wVeeeUVq3jWOeU1a9a0iuqRI0dax9/1cXTv6LRmzZqJ7mX/I1sT3969eyU0NFQAWKZ0gwYNsl7TR9pTU1OlXbt2VjGenJwsAGT+/PlW4a5/dqlSpeRfu8bGPATXAxJs5LVnesQIVRy1bm3WnTunIrHgwNjN21Ts5ZfN2ldfdR6PtmiR0lapYm8q1rat0g4bZta5MXb78kuPsduOHWatjkfLyYi63DJ2e+UVTzzar7+atQsWOI9H0xF1I0aYdcePq98ToH5vwUJeWwuIf2GBTvwKF6zgZs+ePVYB+rFdY2MAkJmZafWJjxkzRgoVKpRlFz0qKspyb69bt65UrVo1yy56SEiIZQQ3Z86c88bXbvD169e3xuvZs6cAkLZt20pqaqp4G9GFhIRYO+ppaWnSpUsXASC9evWSEiVKCAC5266xMQ/B9YAEG3ntmd63z2Mq9vbbZu2zz3qM3exMxbSxW9269ju4jRsr7aRJ5jH/+kukcGGlffxxs/ajjzzxaN98Y9a6MXbr21dpu3Uz69xE1O3b5zyizo2x2/Tpzo3drrxSae0i6v780xNRZxeP5iaibtUqpS1d2n4O8gp5bS0g/oUFup85bvdRapDDBSv4GTx4sACQ9u3b+/tSHLFlyxareJ48ebK1461zyocNGyaxsbFZjqMXKlTIik7T+egFCxaU33//PcvY3333nYSFhVk787rXXL+mj7QXL17cMpHr2bOnFC9eXADIvHnzrMJdf1+iRAk5YdfYmEfgekCCjbz4TI8dq4qj5s2dG7u5MRWzM3Z7/XWPqZhdPNqNNyptxYr2pmKdOintwIFmnbex25o1Zu3u3R5jt08/NWu949FyMqJOG7td4DPhLLgxdvvf/5QuKkr1sJvQEXVO4tGcRtSdOCFSvLjS3nOPWZtXyItrAfEfLND9TMGCBWXYsGHy7rvv+vtS/AIXrODn22+/tQrQ999/39+XY0tmZqZ1VH3EiBESHx8v3kZtERERMn78eKvI1u7v3tFpVapUEQAy4wJNfCNHjhQAUqdOHWs87fLeqlUrKV26tPV3dTGuM9JTU1OtvvVrr71WSpUqJQBktV1jYx6B6wEJNvLiM71/vyce7Y03zNoXX3Ru7DZnjjNTscxMkauuUtpx48xjZmR44tEeecSs3b7dE4/29ddmrRtjt4EDlbZjR7POOx7NLqLOew7sIuq8jd2yfSZ8Hk6N3TIzles74CyiTsejuYmo27PHrL3rLqUtWVJ9aJLXyYtrAfEfLND9zPPPPy9du3aViIgIqVChgtx8881y8OBBf1/WZYMLVv5gxIgRAkBa2zU2BghvvfWWVTxPmzZNAMgVV1xh5ZQPHjxY4uLisuyix8TEWEfQGzduLACkQIEC8mu2Jr59+/ZJRESEAJDatWuL7jXXr+ld9OTkZKsY79q1q3X8fc6cOZb5nv7QIDk5OShO43A9IMFGXn2mJ0xQxVHjxva76PXrK+306eYxjxzxmIo984xZ6x2P9uOPZu0ttyhtuXL2pmLduiltnz5mnbex2+23m7XffOMxdvvwQ7NWx6M5iajTc+Akoi43jN3eesszB3YRdTfdpLQ5HVGXmqq0d9xh1uYF8upaQPwDC/QA4ffff5eVK1dK9erVJTw8XDp27CjPPvusnAm2IMhscMHKH+zbt0/Cw8MFgLxt19gYILRq1UoAyJAhQ6RIkSLibdQWHh4ukyZNsnbLtfu7d3Ra9erVBYBMvkATn+5j17vv4eHhlst78+bNrUz1adOmWePNnTtXAEhKSooVYdepUydLe6tdY2MegOsBCTby6jN98KAyagOUcZuJzZudG7stXKi0VavaH4e++mqlHTnSrDt+3BOP9sADZu3OnZ54tC++MGu1sVuxYso8zsSwYUp7zTVmnXc8Wk5G1OWWsVvLlko7erRZd+yYOroP2MejuYmoW7dOaVNS7Ocg0MmrawHxDyzQA5A777xToqKiJCQkRJKSkmTBggXyT15fmXzABSv/MGbMGAFUXnimaTsgQHj33Xet4lnvapcvX97KPe/fv78ULlw4yy66d3SaNpuLioqSn7M18R04cEAiIyMFgFXc9+rVy3pNm8QlJiZaJnKdOnWStLQ0AZSDvDbf07voRYsWlQy7xsYAh+sBCTby8jM9daoqjho0sN/BbdTIvbHbE0+Ytdu2eUzFvvvOrF250hOPduqUWdurl9L26GHWuTF2++EHj7GbXceidzxaTkbU5Yax27vveuLR7CLqbr3VeTyajqjr1cusO3VKJC1NaW+7zawNdPLyWkAuPyzQA4RDhw7J8uXLpXLlyhITEyMDBgyQN998Ux555BGpWrWqtLHL28ijcMHKP+zfv98qQN+wa2wMEHR82oABA6Ro0aJZdtFDQ0NlypQpAkAqVqxoFeTe0WnaCG78+PHnjT1x4sQsO+2hoaEyaNAg64h8hQoVBIBMmTLFGk8bwyUnJ1sRdu3bt7fy12+ya2wMcLgekGAjLz/Thw6p3nJA5KWXzNotWzymYnbGbjfcoLSVKtnvordrp7RDh5p1//yjdlkBtetqYtcuTzza55+btd7GbseOmbWjRyttq1ZmnZt4tEOHnEfUuTF2W7LEubHbNdcorZuIOrt4NDcRdfffr3RJSfZzEMjk5bWAXH5YoPuJJUuWyD///CPPPvusdOrUSSIiIqRmzZpy1113yV9//ZVF+91330lERIR/LjSX4YKVv9DZ4k2aNMkTu+gffvihVTzrXe0yZcpI+/btBYD06dPHOv6u/9w7Oq1BgwYCQCIjI+WnbE18v/zyi0RHR2fRde/e3XpN78onJCRI3759BYC0a9dO0tPTRfeqa/M9HQOXkJCQp/9f4npAgo28/kzPnKmKo9q17Xdwmzd3birm1NhNx6OFhors3WvW3nmn0qam2kdz9e+vtF26mHXexm4332zW/vSTJ6LurbfMWjfxaG4i6rSx2wU+E86CG2O3Dz/0nGRwGlHnJB7NTURduXJKe8stZm0gk9fXAnJ5YYHuJ0JDQ+W3336TuLg4GT16tDEj+sSJE7J48eLLeHWXDy5Y+YuDBw9aBeirdo2NAULHjh1FG7kVK1Ysy052SEiIZSJXrlw5K4rNOzpNu7WPvkATn/67Ok89JCTEiqWrX7++XHHFFQJAJk2aZI2nj7QnJiZaO+6tW7e2tEvsGhsDGK4HJNjI68/04cMq5xwQef55s9aNsdvNN3uM3eysdjp3VtoBA8y6kyeV4zegHMBN7NnjiUf75BOzVhu7FSlib+x23XVK26yZuZj2jkfLyYg6bewWGZmzxm4dOyqtXUTdiRO5E1H38MPO5yBQyetrAbm8sED3EyEhIfLbb78FbW+5U7hg5T+mTp1q7RrnhV30Tz/91CqeZ8+eLQCkVKlS0qlTJwEgPXr0kKSkpCy76BEREdKnTx/x7jEPDw+XH374IcvYhw4dkpiYGPHuWe/atav1mt5Fj4uLk4EDBwoAufrqq6VixYoCQKZPn26Z7y1atEgASHx8vPxp19gYoHA9IMFGMDzT8+ap4qh6dXtTsVatlHbUKLPu2DGPsduDD5q1n33mMRWzi0e75x6lLV7cPh5t8GClbd/erPM2dlu61Kz9+WePsduWLWatdzyaXUTd3LnO4tFELs7YzW4OPv3Uc5LBbg7uvltpS5Swj0dzE1FXsaLS3nCDWRuoBMNaQC4fLND9REhIiPxuF1iZD+CClf84dOiQFChQQADIpk2b/H05jujWrZsAkJ49e0qJEiUEgJVNHhISYmWWlylTxopi845O00X6sAs08emiXu+Ah4SEyLBhw6zd92rVqgkAmTBhglWM6z74woULy9ChQwWAtGjRwtqJX2DX2BigcD0gwUYwPNNHjojExaniaONGs/a995ybit12m3Njt2uvVdrevc26U6fU8WpAZPVqs/a77zzxaO+/b9Z6G7tl60I8j8mTlfbKK53Ho7mJqHv6abPW29gt22fC56GN3cqUsTd269pVafv2Neu8I+rs4tHcRNQ9/rjSFS5sPweBSDCsBeTywQLdT4SEhEjhwoUlISHB+BXscMHKn2hX9Dp16uSJXfQdO3ZYxbOOOytRokSWnPKUlBQBYBXr3tFpOk4tLCxMvsnWxHf48GGJjY0VbQ4HQDp27Gi9pnfRY2NjrePvV111lVSpUkUAyNSpUy3zvcWLFwsAKVSokPxh19gYgHA9IMFGsDzTixap4qhKFXtTsbZt3Ru73XuvWfvFF0oH2Mej3Xef0iUnqwg2EyNGKK2dD68bY7dff/UYu73yilmr49HcRNQ5mYPcMHbbscNzkuHLL83ae+9V2pyOqKtSRWkXLjRrA5FgWQvI5YEFup8ICQmRO+64Q9avX2/8Cna4YOVPvIvS5+0aGwMEbfzWrVs3KVWqlFU865xy/aFDamqqtGnTRoCs0WnaCG7QoEHnja172rVzOwAZMWKEAJAaNWpYBf64ceOs8bQxXFxcnIwcOVIASNOmTS3n+Nl2jY0BCNcDEmwEyzN99KgnHu2xx8xab2M3O1OxO+5Q2lKl7E3FevdW2muvNetOnxZJT1faFSvM2n37PMZu77xj1roxdpsxQ2nr1cu5eDQ3EXVujN1Wr3Y+Bz17Kq1dRN2pU2pXHrCPR3MTUbdxo2cOjhwxawONYFkLyOWBBbqf0D3o+R0uWPkXvRNdo0YNOWfXVBcA7Nq1yyrGdUFdrFgx6dWrlwAqp7xkyZJZdtG9o9Nq1KhhvbZ79+4sYx85ckTi4uIEUA732rFdv6Z30WNiYmT48OGWTke0TZo0yTLf07voBQsWzHNrDNcDEmwE0zN9442qOKpY0d5UrFMnZ6ZiJ096TMXuvtus/eorTzTX9u1m7fr1SpeYKJKRYdaOHau0LVqYdd7GbnPmmLXexm7//a9Z6yYezTuizqmx2wU+E86CG2O3i4mocxKP5iairkYNpZ0716wNNIJpLSC5Dwt0P6Fd3P1FWlqatVOnv27OliGyc+dOadq0qURFRUlqaqosX778vHE2btwolSpVkqioKKlWrZq8bBfUmQ0uWPkX76J0o11jY4Cgs8c7deokZcuWFW0Mp3PKdT958eLFrSi2Hj16WMVzo0aNRPenZ0cX1uXKlbM+CBg1apQAkCpVqkj9+vUFUG7wejxtDBcbGytjx44VANKwYUOpW7euaBO5vATXAxJsBNMznZGhCl5AuWqb2L7dubHbmjUeUzE7Y7cBA5S2c2ez7swZkQoVlHbZMrN2/37leg6IvPmmWett7GZnIzR7tjNjN+94tJyMqPM2dsv2mfB5uDF269dPaZ1E1Ol4tJyMqHv+eedzEEgE01pAch8W6H7C3zvoaWlpsnTpUvn111+tr+NezVp///23FCtWTAYMGCC7du2SJ554QgoUKCD3ejWKbdu2TcLCwmTFihXy9ddfy/z58yUiIkK+tGtO8oILVv5GF5hVqlSRs3ZNdQHAnj17rGJcx50VLVrUyilv27atlC5d2iqOdd/6kCFDBIBl+BYSEnLe/ydHjx6VwoULW0fVAUibNm2s1/QuenR0tFW4N2jQwDr+Pn78eMt8b8mSJZb2F7vGxgCC6wEJNoLtmV6+XBVH6en2pmLduiltnz5m3b//eozdbr/drN271xPN9dFHZu2GDUqXkKCO6JuYMEFpmzRxbuw2Y4Z5zD/+8Bi7PfusWavj0SIi7OPRbrlFaZ1E1F2MsZvdHHjHo9lF1D3yiPN4NKcRdZmZInXqKO3115vHDCSCbS0guQsL9HxKWlqarDZYnN5zzz2SkJAgp7ysVWfNmiWVKlWy/rt3797SMVs2RsOGDWXMmDGOr4MLVv7mr7/+sgrQxx9/3N+X4wht1NauXTspX768daRd55TrKLbk5GQris07Ok0bwfW4QBPfjTfeKACkbNmy1gcBo0ePFgBSsWJFawd+5MiRVjGue9FjYmLkuuuuEwBSt25dadiwoQCQyXaNjQEE1wMSbATbM338uCce7f77zdqdOz276HbGbv/5j3NTsSFDlLZdO7Pu7FmRypWVdskSs/bgQWXUBoi89ppZq43dChRQhnAmFixQ2mrVcjYeTc/BAw+Ytbll7DZokNJ26GDWnT2rjuMD9vFobiLqNm3yzMGhQ2ZtoBBsawHJXVig51PS0tKkWLFiUqRIEalVq5asWLFCznh9FDto0CDp2rVrlr/z5ptvCgArY7lUqVLnFfkLFy6UGjVq+Py5//77r/z999/W14EDB7hg5XNuuOEGqwA9Y7cdEAB8++23VjGui+MiRYpkySnXx9915rt3dFrlypWttpLPszXxZWRkSGJiogCQ5s2bCwBp2bKl9Zo+Qh8ZGWkdaa9Tp451/H3cuHGW+Z4+Mh8VFSUHDhzwzy/LJfwHDMnr5If3uJUrVXGUlmYfj9arl9J2727WnT4tUras0t56q1n7/feeaK5t28zap57yxKP9/z9dfDJ1qtI2bJhzxm5//ql+NqCi2kx4x6PlZERdbhi7ffut84i6J55wHo/mJqKuQQOlnTLFPGagwPc34gYW6PmUlStXyltvvSU7d+6UtWvXSuHChWXq1KnWn7dp00ZGZ/sY96uvvhIA8vX/N5RFRESct+u5Zs0aSU5O9vlz9ZHm7F9csPIvGRkZUqRIEQEgD9s1NgYI2qjt6quvtvLLp06dauWU6130xMREK0PdOzpNH2HP/iGYiMjy5csFgJQuXdr6IGDMmDGi+9ObNWsmgMpU1+PpDwqio6Nl4sSJok3p9M+5zq6xMUDgP2BIXic/vMedOOGJR1u71qz1Nnb77DOz9qGHlK5oUXtTsZEjlfbqq826c+dEqldX2vnzzdpDh0RiYpR20yaz1o2x29KlSnvFFTkbj+Y0ou5ijN2czMHw4UrrJqLOLh7NTUTdq6965uDgQbM2EOD7G3EDC/QgQveomr6yu0drHnjgAQkPD5d//z9jI7cK9Pywu0Dcc8stt1gF6Gm7xsYAYN++fVYxrv9BHh8fL0OHDhVA5ZTryLTJkydbpm86Oq1ixYrWa59ka+I7fvy4JCcnW+MAkGbNmlmv6Ti3iIgIGT9+vFWM6+Pvo0aNssz39C56RESE/GTX2BgA8B8wJK+TX97j7rxTFUepqfamYv37OzcVK19eaW+6yaz98UePqdjWrWbtc88pXWysfTzazJlKW6eO/Q6uNnYbP9485t9/qz54QOTRR81aN/FobiLqtLHbBT4TzoIbYzfveDQ3EXV28WhuIuqaNFHaCRPMYwYCfH8jbmCBHkT8/vvvsnv3buPXKR9noXbt2iUAZM+ePSKSe0fcs8MFi4ioojQpKUkAyP12jY0Bgt7VbtGihVStWtUqxnVO+Zw5cwSAJCQkWBnq3tFp+gh7hws08a1atUoAlakeERFhHV8HIGlpadKyZUsBVKa6Hk/vokdGRlpH66tUqSItWrSwCvdAh+sBCTaC9Zk+eVIV54DIXXeZtXv2eEzFPv7YrH30UY+xm92vbNw4pW3e3L6Qq11baWfNMo95+LAq5AGRF14wa7WxW2SkvbHbTTcpbfnyzuPRnETUlSyptHYRdd5zkJPGbmPGKK2TiLqaNZU2JyPq3njD+Rz4m2BdC0juwAKdiIjIhg0bJDQ01Cq+tUmc927mnDlzzjOJ69SpU5ZxGjVqRJM4clGsXLnSKkB9fZAUSOzfv98qxvUueqFChaxd8saNG1vH3ydOnGiZvmkH9vLly1uvffDBB1nGPnHihKSkpFgfAAAqoq1YsWICeHLWw8LCrCPtVapUsYr+YcOGWeZ7+trCw8Ple7vGRj/D9YAEG8H8TK9dq4qj4sXt49G0sVv79mbd2bPqKDigjoabOHDAE4/2+utm7YsvKl1MjIhdgM7cuUpbo0bOGrsVLaq0Dz1k1nrHo9lF1N1zjycezW4OBg92b+xmNwc//eT/iLqrrlJaF//09AvBvBaQnIcFej7k/fffl9WrV8uOHTvk+++/lw0bNkhSUpIMHjzY0hw9elSKFSsmgwYNkl27dsmTTz4pMTEx58WshYeHy2233Sa7d++WRYsWMWaNXDT//POPVZSuW7fO35fjiAkTJggAadKkidSsWVMAyIQJEyQqKkoAyNy5c63j7zqKzTs6TR9hb3OBJr4777xTAJWprsfTu+ipqanSpk0bASD9+vWzxtPRbxERETJt2jTrOH3r1q2twj2Q4XpAgo1gfqZPnfLEo61aZdZ+951zU7Enn3Ru7DZxotI2bmy/i16/vtJOn24e88gRkbg4pX36abPW29jthx/M2ltvVdqyZe0j6tzEo+k5MATziEhWY7dsnwmfhzZ2i4+3N3YbP15pmza1n4O6dZ3Fo7mJqHv7bc8c7Ntn1vqTYF4LSM7DAj0fsn37dmnYsKHEx8dLdHS0VK5cWW666Sar/1yzc+dOadq0qURFRUnJkiXllltuOW+sjRs3SsWKFSUyMlKqVq0qL7/8sqtr4YJFvNFFaWpqqpy0a2wMAA4ePCjR0dHi3e9dsGBBKxqtQYMG1vH38ePHW6Zv+s/Lli1rvfZOtia+kydPSmpqapZd9Hr16knJkiWz7KKHhobK5MmTrWK8VatWAkCGDBlime/pXfSwsDD5xq6x0Y9wPSDBRrA/0/fdp4qj5GQVwWZixAilbd3arDt3TsWSASqmzMQvv3ji0V591azdvFnpoqPV3zOxaJHSVqmSs8ZuxYop7X/+Y9a6iUfTEXVO5iA3jN0OHvTEo9lF1L38siceLScj6lq3Vtrhw806fxLsawHJWVigE7/CBYt4c/LkSasAvcuusTFA0P3eDRo0kLp161o73TqnXO+ix8bGyoABAwTIGp2mi++WLVueN/batWsFUJnqejyddV68eHHp0KGDAJDevXtbxbjeRQ8LC7MM5cqVKyft27cXADLQrrHRj3A9IMFGsD/Tp0+LpKer4mj5crN23z6Psdvbb5u1zz7rMRWzM3abNk1p69e338Ft3FhpJ00yj/nXXyoWDBDJ5oV7Hm6M3W6/XWlLl7Y3dnMaj+Ymom7fvoszdrObgylTlNZNRJ1dPJqbiLr33/fMwbffmrX+ItjXApKzsEAnfoULFsnOPffcYxWgJ+ya6gKAQ4cOWcWz3kUvUKCAdRy9Tp06UqtWLatw16Zv2mSudOnS1mtvZmviO3XqlJQuXdoq4AFI7dq1rdf0MfaQkBDrg4Jy5cpJ27ZtBYD079/fMt/ThXtoaKiVxBBocD0gwUZ+eKbXr1fFUWKiSEaGWTt2rNJedZW5kDt3TqRWLaWdPds85m+/eeLRXnrJrH39dU8014EDZu0NNyhtxYrOjd0GDTLrTp5U/eKAyJo1Zq2beDTviDq7OdDGbhf4TDgLbozdvOPR7A5SekfU2cWjuYmoa99eab26NQOK/LAWkJyDBTrxK1ywSHa8i9JVdo2NAYLeqa5Tp440bNjQOsZesGDBLLvoMTExMmTIEAGyRqfp4rtp06aSme1frffdd58AkKSkJGs8Ha+WnJwsnTt3FgDSvXt3qxifP3++VYzrTPYyZcpY2j59+vjpN2WG6wEJNvLDM33mjCpiAZFly8za/fs9pmJvvGHWepuK2Rm7zZqltLVr2+/gNm+utOPGmcfMyFBO5oByNjfhbezmI83WYs0aj7GbXSeXjkdzElFXoYLS2kXUec+BnbHbCy84N3a7/nqlrVvXfg6aNlXanIyo+/hj53PgD/LDWkByDhboxK9wwSIXQhelycnJctyuqS4AOHz4sMTGxop3v3dUVJRlIlejRg2pV6+eVbhr93dv0zf92v/+978sY58+fVrS09OzFPLVq1eXsmXLCgCZMmWKABDvvvS0tDTp2LGjdfxdm+/pwj0kJES++OILP/22fMP1gAQb+eWZfuwxTzza0aNmrTZ2a9LEvpCrV09pZ8wwj+kdj/bcc2bt1q1KFxGh8tRN3HKL0pYrl7PGbqVKKe0dd5i1u3c7j0fbsMEzB3aP24QJ7o3d7ObAOx7NXxF1nTsrbb9+Zp0/yC9rAckZWKATv8IFi1wI76J0xYoV/r4cR+hd8ho1akjTpk0FgIwYMUIKFSqUZRc9Ojpahg8fLkDW6DRt7tawYcPzdtHXr18vAKRIkSLWeHoXPTExUa699loBIF26dLGKcf3zQkJCrEz21NRUS9vDrrHRD3A9IMFGfnmmz54VqVxZFUeLF5u1Bw86N3Z75RXnpmLz5ilt9er2pmJXX620o0aZdceOiSQlKe0DD5i1bozd7r1XaYsVU+ZxJgYNch6PpiPqliwxa3PL2G3OHGfxaCKeiDq7eDQ3EXWffeaZg127zNrLTX5ZC0jOwAKd+BUuWMQXuihNTEyUDLumugDgyJEjEhcXJ9696JGRkZbDepUqVeTKK6+0Cnft/q530UuUKGG9lj0N4cyZM1KxYsUsu+hVqlSRChUqCACZPHmyhISEZNlFT01Nla5du1rFuDbfmzdvnqX93K6x8TLD9YAEG/npmX7qKVUcxcXZx6NNnaq0DRo4NxWbPNk85p9/euLRNm40a7dt80Rzff+9WbtypdKWKaOi5UxcjLHbbbeZtd7xaDkZUefG2K1hQ2dzcOSIJx7NXxF13bsrbc+eZt3lJj+tBeTSYYFO/AoXLOKLM2fOWAXoMrvGxgBBH2+vUqWK5c4+ZMgQK6dc72RHRUXJyJEjBcganaZ30evWrXveLvpjjz0mgMpUj4+Pz7KLnpCQIL169RIA0rFjR2u8OXPmWMW43lEvXry4pe1i19h4meF6QIKN/PRMnzundq8BtZtt4tAhj7Hbpk1m7ZYtHlOxn382axcvVtrKle1Nxdq1U9qhQ826f/4RSUlR2nXrzFo3xm4PPqh0SUlql9iEm3g0pxF1hw5dnLGb3RwsXKi0biLq7OLR3ETUffGFZw527DBrLyf5aS0glw4LdOJXuGARExs2bLAK0KN2jY0BwF9//WUV47pYDw8Pt9zWK1asKM2aNRMAMnToUImJiRHAE51WrFgx67UXsjXxnT17VipXrpylkK9YsaL12sSJEyU0NFQAyMyZM61ivEePHgJAunbtapnvzZ4929J+YtfYeBnhekCCjfz2TD/3nCqMYmNVX7iJmTOVtk4d+x3cZs2U9rrrzGMePeoxFXvsMbP2o488pmJ795q1d9yhtKmp9vFo2tita1ez7swZ1VcNiNx8s1n7ww/O49HcRNTlhrGbd0TdE0+YtR984DwezU1EXZ8+Stutm1l3OclvawG5NFigE7/CBYuY8C5KF9s1NgYIN9xwg1U8t27dWgCVPa5zyvUuekREhBW15h2ddvXVVwsAqVmzppzL1sT31FNPCQCJi4uzPgjQu+hxcXHSt29fASDXXHNNlmJc76Jrk7jk5GRL2759ez/9ps6H6wEJNvLbM52ZqZzUAVWAm/A2dnv+ebNWm4pFRNibii1b5jwerVMnpR0wwKw7eVKkZEmlvftus9aNsdujjypdkSL2xm46Hq1FC7POTUSdG2O3N990buymI+oqVbKfgw4dlDYnI+q+/tqzi/7pp2bt5SK/rQXk0mCBTvwKFyxih3dR+qddU10AkJGRYRXjCxcuFAASFhYm06dPF0DllOvj74MGDbLc33WhnZSUZL32zDPPZBn73LlzUr16dfHuRS9XrpxUq1bN2okPCwsTADJr1iyrGO/Tp48AkA4dOlju7zNnzrS079s1Nl4muB6QYCM/PtMvvaQKo5gYdYzahDZ2q1HD3lSsVSulHT3arMvIUJnsgMpoN+FtKvb112btPfcobfHiIidOmLVujN0qVVLaG24wa3/6yXk82osveuLR7CLq5s51b+xmNwd//+3/iLoBA5S2Y0ez7nKRH9cCcvGwQCd+hQsWscO7KJ1n19gYINxyyy1W8dy+fXsBIP369bNyynU2eXh4uHW83Ts6Te+iV61aVc5ma+J77rnnBIDExsZKYmJiluI+NjZWBg4caB2Dv1AxvmDBAtHme4MGDRIA0sausfEywfWABBv58ZnOzBSpX18VR9OmmbVHjjg3dvM2FbMzdlu+XGnT0+1Nxa69Vml79zbr/v1XHa8GRFavNmu9jd0++MCsfeIJpStcWB0PNzF+vPN4NB1RN326eUw3xm7vvOPc2O3mm5W2XDn7XXQdUWcXj+Ymou6bbzxz8OGHZu3lID+uBeTiYYFO/AoXLOIE76L0sF1jYwBw7NgxqxjXx8pDQ0Ot3vC0tDRp06aNVbhr93ddrBcpUsR67YlsTXyZmZlSu3btLLvoaWlpUrNmTQEgY8eOlYiIiCy76ImJiTJgwAABIG3btrXM92bMmCHh4eECQN6xa2y8DHA9IMFGfn2mN29WhVF0tIr0MrFokXtTsWHDzLrjx0WSk5X2/vvN2p07lQ5QBmMm7rtP6ZKT1c8w4cbYrWpVpV240Kx1E4+mI+qio0V++cWsdWPs1qaNszkIhIi6oUOV9pprzLrLQX5dC8jFwQKd+BUuWMQJ3kXprFmz/H05jli5cqVVPHfp0kUASM+ePa2ccl08h4aGyoQJE0S7v+viWe+iV6pU6bxd9JdeekkASExMjPVBgC7uY2JiZMiQIQJAmjVrJuXLlxcAMn36dKsY10fvExISZOjQoQJAWtg1Nl4GuB6QYCO/PtOZmSKNG6viaOJEs/boUY+p2OOPm7UffugxFfvmG7N21SqlTUuzj0fr3Vtpu3c367zj0VasMGvdGLs984zH2O3IEbPWTTxao0bO4tEu1tjNbg5uu01p3UTU2cWjuYmo+/57zxy8+65Zm9vk17WAXBws0Ilf4YJFnPLiiy9aBeghu8bGAOCff/6xinG9ix4SEmIV5qmpqdbx9969e59n+la4cGHrtUeyNfFlZmZK/fr1s+yip6amSr169QSAjBo1SiIjI7Mcp09ISLAK91atWlnme9OmTbO0b9o1NuYyXA9IsJGfn+nXX/eYih04YNbeeKNzY7eOHZV24ECz7sQJ1S8OiKxda9Z+9ZXHVOyzz8zahx5SusRE1e9uQhu7tWxp1p07p3rAAZE5c8zaX391Ho/mHVFnNwe5YezmHVF3771m7Zdf5k5E3ahRStuqlVmX2+TntYC4hwU68StcsIhTvIvSaXaNjQHCHXfcYRXP1157rQCQbt26SYkSJUT3huvCfdKkSaLd33XxrHfRy5UrJ2ey/Ytp8+bNAkCio6OtDwL0Lnp0dLQMHz5cAEijRo3kiiuuEAAydepU6/i7joGLj4+XESNGCABp0qTJefnrlxOuByTYyM/PdGamSPPmqjgaO9as9TZ2e/hhs9bbVMzO2O2uuzzxaHamYv37K23nzmbdmTMiFSoo7U03mbVujN3++1+Psdvvv5u1buLR9BzYRdS5MXb75BPnxm46oq5UKft4tL59lTYnI+p+/FG5/wMqDcBf5Oe1gLiHBTrxK1ywiBu8i9Jf7JrqAoCTJ09KyZIlBYDMnTvXijvTu9rFixe3jr937979PNO3uLg467UHH3wwy9iZmZnSuHFj63i6Hq9hw4YCQIYPHy7R0dECeKLd4uPjrcK9efPmlvv75MmTJSoqSgDIa3aNjbkI1wMSbOT3Z3rrVk882r59Zq02ditXzt7YrVs3pe3b16w7eVIV54DInXeatXv3euLRPv7YrN2wQekSEtQRfRNujN3q1lXaGTPMY7qJR/OeA7t4tFtucW/s5mQOdDyam4g6u3g0NxF148YpbbNm5jnITfL7WkDcwQKd+BUuWMQNmZmZ0qhRIwEgE+0aGwOEe+65xyqee/XqJQCkU6dOVk759ddfb+2iT5kyxdox18Wz3kUvU6aMnMrWxPf6668LAImMjLR25fUuemRkpIwaNUoASP369aVq1aoCQCZNmmQV44sXLxZtvqcz2Rs2bOi3XXSuByTY4DMtcvXVqjgaOdKsO37cYypmZ+zmxlRs7VqlTUmxj0cbMkRp27Uz686eFalcWWmXLDFrvY3d/vc/s/bll5WuQAF1lN3EnDnO49F0RN2oUWZdbhm7ecej5UZE3dKlZu2BA5452LLFrM0tuBYQN7BAJ36FCxZxi3dResCuqS4A+Pfff61ifPbs2RIaGmrtqAMqp1wff+/Spct5pm+xsbGSnJwsAOTebE18mZmZ0rx5cwEgV111lTVe06ZNBYAMHTpUYmJisuyix8bGWoV7o0aNpFatWgJAJkyYIAUKFBAAsmnTJr/8rrgekGCDz7TItm0eU7HvvjNrV650buymTcV69DDrTp1S4wHKOM7Ed995orm2bTNrn3pK6eLjRf7806x1Y+x25ZVKO2WKeUw38WjvveeJR7OLqLsYYze7OcjtiLr4ePuIukmTlPbKK/2zi861gLiBBTrxK1ywiFu8i9Jx48b5+3Iccd9991nFc79+/QSAtG/f3sopnz59unX8ferUqaLd33V0mt5FL1WqlPybrYlv69atAkAiIiKkVKlSAqioNf2a/r527dpWMT5+/Hjr+LvuRY+JibE+FKhTp45fdtG5HpBgg8+0ol07VRwNGWLWnTjhMRVbt86s3bXLuanY/fc7j0cbOVJpW7c2686dE6lWTWnnzzdr3Ri7/e9/HmO3n382a93Eo7Vt6yweLbeM3f7zH+dzoCPq7OLR3ETU/fKLipwDVATd5YZrAXEDC3TiV7hgkYvBuyj98ccf/X05tpw+fdoqxmfOnClhYWECQObNmyeAyinXx987dux4nulbTEyMFCtWTADI3Rdo4tMFvP7gIjEx0epLHzhwoMTGxmbZRY+JiZFx48ZZx9+1+/u4ceOkYMGCAkBesGtszAW4HpBgg8+04qOPPKZie/eatXfe6dzYrV8/pe3Sxaw7fVr1VQOq193Evn0eU7G33zZrn31W6WJjRf74w6x1Y+zWtKnSjh9vHtNNPJqeAyfxaBdj7OZkDnQ82q23mrXeEXV28WjeEXV2czB9utLWq3f5d9G5FhA3sEAnfoULFrlYdFE60q6xMUB46KGHrOJ50KBBAkBat25t5ZRPmTLFOv4+ffp00e7vunhu1aqVAJASJUrIiWxNfNu2bRMAEhYWJmlpaQJARo8ebb2mC/3q1atnKcb18Xe9ix4dHS0TJ04UAFKjRg05Z9fYmMNwPSDBBp9pD507q+Kof3+zztvY7a67zNo9ezymYp98YtY+/LDzeLSxY5W2eXP7Yrp2baWdPds8phtjt7feUrrISHtjNzfxaJ06Ka1dRN3JkyIlS7o3drObAx1RV7So/RyMHq20ORlR99tvIjExSvvf/5q1OQ3XAuIGFujEr3DBIhfLe++9ZxWg39k1NgYAZ86ckQoVKggAmTFjhoSHhwvgyUhPSEiwjr+3bdtWUlNTs+yiR0dHW47wt99++3njt2vXTgBIs2bNrPH0hxj9+vWTuLg48e59j46Ottzia9WqJVdeeaVV2BcqVEgAyNN2jY05DNcDEmzwmfbw2WceU7GvvjJrtbFb8eL2pmKDBzszFTtzRuWsAyp33cSBA554tDfeMGtffFHpYmJUAWjCjbFby5ZKO3q0WecmHm37ds9JBruIunvuyXljN+94NH9F1M2a5XwOchKuBcQNLNCJX+GCRS6Ftm3bCgAZYtfYGCBs2LDBKp6HDh0q2txN55RPnjzZOv6u3d29o9P0LnqxYsXkn3/+yTL2Rx99JAAkNDRU0tPTs+yih4aGyoQJEwSAVK5cOUsxro+/a0f3qKgoy02+SpUqctausTEH4XpAgg0+01m59lpVHPXubda5MXbzNhV7/32z9vHHla5wYft4tIkTlbZxY/td9Pr1lXb6dPOY3sZuzzxj1r77rsfY7YcfzNqbb3Yej6Yj6vr0Mesu1tjNbg50PFpCgn08Wm5E1P3xh2pJAFSLwuWCawFxAwt04le4YJFLwbso3WvX2BgAnD17VipXrizaDC4yMlIAyIIFCwRQOeUDBw60inHt/q6N3iIjIy0juFsv0MTXqVMnASBNmjSxxtMfYvTq1UsSEhLEuxc9KipKJk2aJACkWrVq1u778OHDJT4+XgDI448/ftl+P1wPSLDBZzorX3yhCiNAZOdOs9aNsZs2FWvTxqw7e1YZqgEiixebtd6mYq++atZu3qx00dHq75nQxm5Vq9obu11zjdIOH27WuYlH27nTc5Lhiy/M2vvuy505uOIKpbWLqPv559yJqJs/X2mrVbt8u+hcC4gbWKATv8IFi1wquigdMGCAvy/FEU899ZQAkLi4OBk5cqQAkKZNm1o55RMmTJCIiIgsu+je0WktW7YUAFK0aFE5duxYlrE/++wzAVSmuj5Or39GSEiITJ48WQBIxYoVL1iM6170iIgImTZtmqU9Y7clk0NwPSDBBp/p8+ndWxVH115r1p0+LZKerrQrVpi1+/Z5TMXeeces3bhR6eLi1I62iWnTlLZBA/sd3EaNlHbSJPOYbozdPvjAY+z27bdmrZt4tF69nMWjXayxm90cPPmkJx7NaUSdXTyam4i6P/9UPxtQ13I54FpA3MACnfgVLljkUtm+fbtVgH5l19gYAJw7d06qVatmHWmPiorKsoseGxub5fi7Pq7uHZ2mjeBuukATn85Ub9y4sTVex44dBYB0795dEhMTBVCZ7Ho8He1WuXJl6xj9kCFDpEiRIgJAHrFrbMwhuB6QYIPP9Pl89ZUnmmv7drN2/Xrnxm5jxihtixZm3blzIjVqKO28eWatt6nYSy+ZtVu2eOLRDhwwa72N3ex20Tt0UNpBg8w6N/FobiLqLsbYzckc6Ii6BQvM2tyKqFuyRGmvuMJ+DnICrgXEDSzQiV/hgkVyAl2U9rZrbAwQnn32Wat4HjNmjACQhg0bWrnn48aNs46/z5w5U7T7+1VXXSUArAi1hISE8/7f2blzpwAQAFZv+/Dhw63XdDGenp5ujTNkyBDr+PvChQsFgISHh1s7+OXKlZPTp0/n+u+F6wEJNvhMX5gBA1Rx1KmTWedt7LZsmVm7f79zU7Hnn/fEox0+bNZqU7Hate13cJs3V9rrrjOP6cbY7dNPPcZuu3ebtW7i0fr3dxaPduaMSIUKOW/spiPqnMSjzZihtDkZUXf0qOqDB1RffG7DtYC4gQU68StcsEhO4F2UfmHXVBcAZGZmSu3ata0j7QUKFMiyix4TEyMjRoywdsL1cXXv6DS9s7506dLzxu/du7cAsMzgYmJipEuXLgJAOnfuLMnJyQJAZs2aZRXjOtqtQoUK0qZNG6ttICkpSQDIA3aNjTkA1wMSbPCZvjB793qiuT76yKx97DGPqZidsduECc5NxerUUdqZM81jHj7sMRV7/nmzdutWpYuIEPnxR7PWjbFb165K27evWXfypHJdB+zj0dxE1G3YkPPGbufOidSqpbRuIurs4tHcRNQtW6a05cvbz8GlwrWAuIEFOvErXLBITtGrVy8BINfaNTYGCC+++KJVPOsotbp160rdunUFgIwZM0aio6OzFNLe0WnNmzcXbQT3Z7Ymvq+++kpCQkJEO7EDkKFDh1qv6f7y0qVLZynGixYtmmUXPTQ01PrZZcqUkVN2jY2XCNcDEmzwmfbNkCGqOGrXzqxzY+x28KDHVOy118zaTZs88WiHDpm18+YpbfXq9qZirVop7ahRZp23sduDD5q1O3Z4jN2+/NKsXbPGeTyajqhr396sO3tWpHJl98ZudnOg49H8FVGXkaGO7gPqKH9uwrWAuIEFOvErXLBITuFdlG63a2wMADIzM6V+/frWkXYdd6Z30aOjo2XUqFECQOrXr2+5v+vXQkNDrZ31BRdo4uvfv78AkAYNGljjde/eXQBI+/btpXjx4lmK/9DQUOtIe3p6unTo0EEASJ8+faRYsWICQNatW5ervxOuByTY4DPtm++/90Rzbdtm1nobuzk1FWvY0H4XvUEDpZ02zTzmn3+qnw2oazHx3nueeLTvvzdr3Ri79eyptD17mnVu4tG++855PNpTT7k3dnMyB/XqKa1dRN0ff+RORN2KFUpbtqwyxcstuBYQN7BAJ36FCxbJSXRR2rlzZ39fiiM2b95sFc867qxmzZpW7vnIkSMlJiZGvE3d4uLirOg0vYteqFAh+SNbE9/evXslNDRUAFimdIMGDbJe00faS5YsKe3bt7eKcX38ff78+aLN9/TPTk1NlX/tGhsvAa4HJNjgM21m5EhVHF19tVl37pzavYYDY7dDh5ybir36qice7eBBs3bxYqWtUsXeVKxtW6UdOtSsc2Ps9uWXzo3d/vMf5/FoI0YobevWZl1uGbu98opnDtxE1NntojuNqDt+XP2eAPV7yy24FhA3sEAnfoULFslJ9uzZYxWgH9k1NgYAmZmZ0qhRI9H95XFxcVl20aOiomTcuHECQOrUqWMV2t7RadoIbvYFmviGDBli7cDr8XQrwDXXXCOpqakCeOLcvIvx0qVLS9euXQWA9OzZU0qUKCEA5G67xsZLgOsBCTb4TJv58UfVrw2o/m0Tzz3n3Njt+uudm4o1aaK0Eyeax/Q2FXvsMbP2o488xm7ffGPWujF269tXabt2NevcxKPt2+eZg7ffNmtzy9hNx6M5iajT8Wg5GVG3erXSli5tPwcXC9cC4gYW6MSvcMEiOY0uStvZNTYGCFu2bBEAEhkZaTmsV6lSxco9HzZsmHX8XR9Hj42NtY6gN2nSRABIwYIF5bdsTXzfffedhIWFWTvzutdcv6YL85SUFMtErmfPntbx93nz5ok235s7d64AkOLFi8sJu8bGi4TrAQk2+EzbM26cKo6aN7cv5GrXVtpZs8xjepuKvfCCWfvGGx5TMbt4NG0qVrGivalYp05KO3CgWefG2G33bo+x26efmrVu4tHGjnUWj+Y9B26M3ezmwE1E3dKlSpuTEXUnTogUL660a9aYtRcL1wLiBhboxK9wwSI5jXdRus2usTEAyMzMtI6qDx8+XAoXLpzliHlERIRMmDBBAEiNGjWkVq1allYXz9oIbsaMGeeNr3fb69SpY43Xp08fASAtW7a0MtX1kXcAMmfOHOv4u+5b79atm5QqVUoAyGq7xsaLhOsBCTb4TNtz4IAnmuv1183al15ybuw2d64zU7HMTJGrrlLasWPNY2ZkqEx2QGW0m9i+3WPs9vXXZq0bY7dBg5S2Qwez7swZ5U4O2MejeUfUvfGGWfviizlv7JaZKdKsmdK6iaizi0dzE1F3112eOTh50qy9GLgWEDewQCd+hQsWyQ10RNnVdo2NAcLWrVut4lkXyhUrVrRyygcPHmwdf9e76N7RaY0bNxYAUqBAAfn111+zjL1v3z6JiIjIUqT369fPek3voiclJVl58t26dbOOv8+dO9cy39MfGiQnJ8txu8bGi4DrAQk2+Ew7Y+JEVRw1bpxzxm5HjnhMxZ5+2qx9+21PPNq+fWbt8uVKm55ubyrWrZvS9ulj1nkbu91+u1n77bceY7cPPjBrH33UeTyajqhr0sR+DurXd2/sZjcHOh7NTUSdk3g0pxF1//4rkpqqtHfcYdZeDFwLiBtYoBO/wgWL5AbeRelWu8bGAKFVq1YCQIYMGSJFihTJcsQ8PDzcMpGrUqWK1VM+ZMgQq3iuXr26AJDJkyefN/bYsWMFgLX7Hh4eLgMGDBAA0qxZMytTfdq0adZ4+kh7SkqKlavesWNHKVu2rACQFStW5PjvgOsBCTb4TDvjl1+USRggsnmzWett7ObUVMyJsVvr1ko7YoRZ520qdv/9Zu3OnZ5d9C++MGu1sVuxYso8zsTw4Up7zTVm3dmzIldc4Swe7eBBzxzYxaNt3pw7c+DviLp165zPgVu4FhA3sEAnfoULFsktdFHavHlzyTRtBwQI7733ngCQsLAwa1e7XLly0rp1awEg/fv3t46/61107+i0K6+8UrQR3M8//5xl7AMHDkhkZKQAkHr16gkA6dWrl0RFRQkAmTlzpgCQxMREy0SuY8eOUqZMGevnafM9bWCXmJgoGXaNjS7hekCCDT7Tzpk2TRVH9evb7+A2buzM2O2vv0QKF3ZmKvb++x5Tse++M2tXrVLatDT7eLRevZS2e3ezzo2x2w8/qAgxQEWKmXjySefxaFOnKm2DBvZz0KiRe2O3xx83a73j0dxE1NmdZHAaUXfqlBoPUOPnJFwLiBtYoBO/wgWL5Bb79++3itLX7RobAwQdn9a/f39JSkrKsoseGhoqU6ZMsY6/a/d37+g0vUN+3QWa+CZOnCi6j12PN3jwYAEgjRo1sjLVp0yZYo2nj7QnJSVZEXbt2rWT8uXLCwC5ya6x0SVcD0iwwWfaOb/9pvqaAdVrbuL1150bu91wg8dUzO44dPv2SjtkiFnnbSq2dq1Zu2uXJx7ts8/MWm9jt2PHzNrRo5W2ZUuzzk082qFDnjnYtMmsvRhjNyfmejoezUlEXbFiSmsXUec9B3YRdQ88oHRJSfZz4AauBcQNLNCJX+GCRXITXZQ2btw4T+yif/TRR1bxrOPOypQpY+WU9+7dWxITE7PsekdGRkrPnj0FgDRo0EB0L/tPP/2UZexffvlFoqOjs+i6d+9uvaZ35QsXLiz9+vWzivFy5cqJ7lXX5nsLFy4UAJKQkCBHjx7NsfvnekCCDT7T7pg1SxVHtWvb7+BqY7dx48xjepuKPfKIWfvxxx5TsT17zFptKpaaam8q1r+/0nbpYta5MXb76SePsdubb5q1buLRZs5U2jp17OegeXP3xm52c/Dhh545sIuou/12pXUSUdevn9I6iagrV05pb77ZrHUD1wLiBhboxK9wwSK5ycGDB60CdLNdY2OA0KlTJwEgffr0kZSUFPF2VQ8JCZFp06ZZx9+bNWsmQNbotLp16wqgctWzo/9u1apVrfF0LF29evWkcuXKAkAmTpxojaePtBcpUkQGDRok2nxP568vsWtsdAHXAxJs8Jl2x+HDKuccULnnJrZudW4qdsstSluunP0ObufOStu/v1l38qTHVOzOO83aPXs88WiffGLWujF2Gz9eaZs2NRfT586J1KrlLB7New6ef96sdTMH2titXDn7I+kdO7qPqLOLR3MTUffww0pXpIj9HDiFawFxAwt04le4YJHcRmeL169fP0/som/fvt0qnnVhnpqaKp07dxYA0qNHD+v4u+5V945O0wV6eHi4fJ+tie/QoUMSExMj3j3rXbt2tV7Tu+hxcXEycOBAqxivVKmSACqKTZvvLVq0SABIfHy8/GnX2OgQrgck2OAz7Z5581RxVL26OZpLROTqq5V25EizzttU7IEHzNrPPvOYin31lVm7dq3SpqTYx6MNHqy07dubdd7GbkuXmrU//6yOmAMi//ufWfvf/ypdwYL28Wg6oq5GDfs5uBhjN7s50PFo/oyoq1RJaW+4wax1CtcC4gYW6PkUnX3s/XWz11meffv2nffnAOSDbJkeGzdulEqVKklUVJRUq1ZNXn75ZVfXwQWL5DbeRelLdo2NAUK3bt2sYrxkyZICwDryDqi8cwCSlpYmLVu2FADSt29fq3jWRnDDhg07b2x9NF7vgAOeTPXatWtbbvDjx4+3xtO76IULF5Zhw4YJALnqqqus/PX58+fnyH1zPSDBBp9p9/z5p0hcnCqOnnrKrN22zbmxm7epmJ2xW/fuSturl1l36pQyigOUcZyJ777zxKO9/75Z68bYbcoUpb3ySvsj6fXqOYtHO3LEMwd28WjvvXdxxm52c+Amoq5UKaXNyYi6xx9XusKFldHdpcK1gLiBBXo+JS0tTZYuXSq//vqr9eWda6wL9Ndffz2L5rTXuaRt27ZJWFiYrFixQr7++muZP3++REREyJd2ORZecMEilwNdlNauXTtP7KLv3LnTKp61SVzx4sWtnPKuXbtax9/1LnpYWJhl5Fa7dm3rtW+yNfEdPnxYYmNjRffmA8qxXb+md9FjY2Ot4+/Nmze3jr9PnTrVMt/Tu+ixsbHyh11jowO4HpBgg8/0xbF4sSqOKle2j+Zq186Zsds//6idbjgwFfviC4+p2M6dZu399ytdcrKKYDMxYoTStmlj1rkxdvv1V5ECBZTWbo/klVecx6MtWuQ8Hq1tW+fGbnoO1q0za73j0XIjos5uDs6eVfcOqKi4S4VrAXEDC/R8Slpamqxevdrnn+sC/XOD3WXv3r2lY8eOWV5r2LChjBkzxvF1cMEilwPvovQ5u8bGAEHHnXXt2lVKly5tFc86p1wX5qmpqdKmTRsBID179rSK54YNGwoAGXiBJj5d9FesWNH6IGDkyJECqDx1XeCPHTvWGk8bw8XFxcmoUaMEgDRp0kRq1qxp7fBfKlwPSLDBZ/riOHpU9WADIo89ZtZ+9JHHVGzvXrP2jjucm4r16aO0115r1p0+LZKerrTLl5u1+/apfm1A5J13zFo3xm4zZiht3br2u+hXXqm0kyebx/SOqLOLR/OeAztjNz0Hqan2c6Dj0XIros5uDp5+2jMHR46YtXZwLSBuYIGeT0lLS5NixYpJkSJFpFatWrJixQo54+Wcogv0UqVKSVJSkjRp0kT++9//ZhmjVKlS5xX5CxculBo1aji+Di5Y5HKhi9Lq1avLObumugDgq6++sopxHXeWnJycJac8NTU1y5H30NBQq3fcO07t62xNfEeOHJG4uDiryAaUY3t8fHyWXfSYmBgZMWKEpdPH3ydNmmSZ7+ld9JiYGPnNrrHRBq4HJNjgM33xLFumiqMKFZwbuw0YYNadPClSsqTS3n23Wfv1155d9O3bzVptKpaYKJKRYdaOHau0LVqYdW6M3X7/XfWWA6rX3ISbeLQbb1RaJ/FonTq5N3azm4PciqgbM0ZpnUTU1aihtHPmmLV2cC0gbmCBnk9ZuXKlvPXWW7Jz505Zu3atFC5cWKZOnWr9+eHDh2XlypXy4Ycfyscff2zt3HkX6REREfJ4to9V16xZI8nJyT5/7r///it///239XXgwAEuWOSy4F2UPmXX2Bgg6CPrHTt2lPT0dGvnXOeU60K6ePHi0qFDBwGyRqfprPS+ffueN/bixYsFUG7w+oOA0aNHCwCpXLmyFcU2atSo84rxggULyrhx4wRQkW3amG66XWOjDfwHDMnr8D0u58jIUAUvILJ+vVnrxtjtnnucm4oNGKC0nTqZdWfOqCIWUEWtif37ncejuTF2mzNHaWvWNBu7ZWaKNGumtHbxaBkZnni0hx82a7dvd2/sVry4/RzoeDQ3EXV28WhuIuqef94zB7//btaa4PsbcQML9CBC/2Pd9LV79+4L/t0HHnhAwsPD5V/DeaNBgwZJ06ZNrf++mAJd/wM/+xcXLHI50EVp5cqV5axdU10AsGfPHqsY10fMExMTrZzytm3bWsffdYSad3Sad5xadm+Io0ePSuHChQWAFdfWpk0bSUhIyFL8R0dHW0faGzRoYB1/Hz9+vGW+p3+v0dHR8otdY6MB/gOG5HX4HpezLF+uiqP0dPtormuvVdrevc26f/8VKV1aaQ2dfiKijmtrU7GPPjJrH3vMYyp29KhZO2GC0jZp4tzYbcYM85hHjqij2IDIM8+YtW+9pXQREapYNeEdUWc3B26M3ZzOgXdE3ccfm7U6os5JPJrTiLrMTJUJD4hcf715TBN8fyNuYIEeRPz++++ye/du49cpH7aZu3btEgCyZ88en+PffffdkpKSYv33xRxx5+4C8SfeReljdo2NAYIuttu2bSsVKlSwdqp1Trl2d09OTrai2Lp06WIVz9oIrkePHueNfeONNwoAKVOmjPVBwJgxYwSAVKhQwfq7I0aMsMbzPtI+fvx4ASB16tSxet4nTZp00ffKf8CQvA7f43KW48eV+Rogct99Zu0XXygd4NxUzImx29ChStu2rVnnbSq2eLFZe/CgMmoDRF57zazVxm4FCihDOBMLFypt1ao5F492/LjzeLSdO90buzmZg9yIqDt40HlE3aZNzufAF3x/I25ggU5ERGTDhg0SGhpqzDMeOXKk1K5d2/rv3r17S6ds574aNWpEkzgS0OiitEKFCll8FwKV7777zirG9S56QkJClpxyffxdZ74Dnug07b4OnG/6mJGRIYmJiQIop3YA0rJlSylatKgAsNzvIyMjZezYsVYxro+/jx071jLf04V7VFSUHLBrbPQB1wMSbPCZvnRWrVLFUenS9tFcvXs7N3Zzair2/fceU7H33jNrN25Uurg4e1OxqVOVtmHD3DF2e+IJs/bdd5XOSTzaypVKm5ZmPwe9erk3dluxwqz1jkdzE1FnF4+mI+qczEHDhko7ZYp5TF9wLSBuYIGeD3n//fdl9erVsmPHDvn+++9lw4YNkpSUJIMHD7Y069evl8cff9zaeV+2bJmEhobKgw8+aGm2bdsm4eHhctttt8nu3btl0aJFjFkjAY93UbrerrExQNBGba1atcoSdxYeHi4AZM6cOdbxdx3F5h2d1rRpU2tnPTvLly8XAFK6dGlrPF2Mp6enW4X70KFDzyvGo6OjZdKkSQIo8z39c66za2z0AdcDEmzwmb50TpxQvcqAyNq1Zq0bYzdvUzE7Y7dRo5T26qvNOm9TsXnzzNpDh0RiYpR20yaz1tvY7eefzdobblDaSpXs49GuuUZphw0z69zEo12MsZsTcz0dj9a6tVmXWxF1r73mmYODB83aC8G1gLiBBXo+ZPv27dKwYUOJj4+X6OhoqVy5stx0001Z+s/Xr18vlStXlpiYGImLi5MGDRrI008/fd5YGzdulIoVK0pkZKRUrVpVXrZb4bLBBYv4A12Upqeny2m7proAYN++fRIREZGlOI6Pj5ehQ4dau9/6+PvkyZMt0ze9i16xYkXrtU8++STL2MePH5fk5GQBIFdddZVV0CclJYk2pQMgERER1pH2GjVqWMffR44caZnv6WuLiIiQH3/80fV9cj0gwQaf6ZzhrrtUcVSypHIBN6GN3Tp3NuvOnFEO8YDITTeZtT/+6IlH27rVrNWmYrGxIocPm7UzZyptnTr2O7hOjd3+/ttj7Pboo2bthx8qXViYfTzanXcqrZN4tP793Ru72c3Bvn2ekwxvv23Wuomou/56pXUSUdekidKOH28e80JwLSBuYIFO/AoXLOIPvIvS++waGwMEvavdvHlzqVatmuh+b51TPnfuXOv4u45ia9eunVU8653wDh06nDf2qlWrBICULFnS+iDguuuus3bWW7VqJYDKVNfj6eP2kZGR1tH6KlWqSIsWLQRQ7u9u4XpAgg0+0znDyZOqMARUoWhi716PqZidsduGDUqXkGBvKjZunNI2b+7cVGzmTPOYhw+rQh4QeeEFs9aNsdvNNytt+fL28WgdOyqtk3g0HVF3111m7cUYuyUk2Jvr6Xg0NxF1dvFo3hF1dnPwxhtKFxlpPwfZ4VpA3MACnfgVLljEX+iitHTp0j7NEwOJ/fv3W8W4dk2PjY21jr83btxYrrjiCgEgEydOtEzfRo4cKYCKU9OvvZ+tie/EiROSkpIiAKwCu1GjRtZrOmc9LCxMJk6caBXjesd9+PDhlvmeLtzDw8Ple7vGxmxwPSDBBp/pnGPtWlUcpaTYR3NpY7d27cw6b1OxJUvM2gMHPKZir79u1mpTsZgYdZTdxNy5SlujhnNjt9GjzbpjxzzGbl6diRfk00+VLjTUPh5NR9Q5iUcbMsS9sZvdHHhH1L3xhlnrHVFnF4/mNKJORH04AKgPC9zAtYC4gQU68StcsIi/8C5K19o1NgYIujhu3Lix1KpVSwAVdxYVFSXevehxcXFWFFvr1q2t6DRdULdp0+a8se+8804BVKa6Hk/vopcsWVKuueYaASD9+vU7rxiPiIiQ6dOnW8fpW7duLbpv3Q1cD0iwwWc65zh1SpmUAcq0zMT333tMxbZtM2u9TcUMPrkiIjJpktI2amS/i96ggdJOm2Ye88gRZSoHiFygkzALbozdbrtNacuUybl4tFOnnMejfffdxRm72c2BvyPq3n7bMwc//GDWesO1gLiBBTrxK1ywiD/RRWnJkiXlpF1jYwBw8OBBiY6OzrKLHhMTI6NHjxZA5ZTr4+/jx4+33N/1n5ctW9Z67Z133sky9smTJyU1NVW0kzsAqV+/vpQsWVIAWAV4aGioTJ482SrGr776agEggwcPtsz3dOEeGhoq39g1NnrB9YAEG3ymc5b771fFUVKSfTTXyJHOjd2cmor98osnHm3zZrP21VeVLjra3lRs0SKlrVIld4zd7r3XrN2xw3k82n33OY9HGzHCvbHb/PlmrXc8Wm5F1NnNQevWSjt8uFnnDdcC4gYW6MSvcMEi/sS7KL3TrrExQND93vXr15d69eqJdl0vUKCAePeix8bGWlFsLVq0sIpnfYS9xQWa+NauXSuAylTX42ljuJSUFOnQoYMAkF69elnjLViwwDr+rmPZ0tPTpX379qL71p3C9YAEG3ymc5bTp0XKlVPF0fLlZq0bYzc3pmLTpytt/frOTcUmTjSP6R2P9vjjZq0bY7c77lDaUqXsjd169lTaHj3MutOnRdLTncWj7dvnmQOnxm6xsfZzoOPRGjTwT0Td++975uDbb81aDdcC4gYW6MSvcMEi/kYXpSkpKXLCrqkuADh06JDExMRk2UWPjo6WcePGCaByyvXx97Fjx1qmb2PGjBHdc69fe/PNN7OMferUKUlLS8uyi167dm3rtWnTpgkACQkJsT4oKFeunLRt21YASP/+/S3zvfnz51var+0aG/8frgck2OAznfM8/LDzaC6nxm7epmKzZ5vH/O03Tzzaiy+atd6mYvv3m7U33qi0FSvmrLFbiRJKu2aNWesdj/b552bt+vXO52DsWPfGbrNmmbWHDnni0fwVUde+vdIOGmTWabgWEDewQCd+hQsW8TfeRelKu8bGAEHvVNeuXVuuvPJK0a7pBQsWzLKLHhMTI0OGDBEA0qRJEys6TbuyN23aVDKz/av1/vvvFwBStGhRazy9i56UlCRdunQRAHLttdda4+liPDQ0VGbPni0AJC0tTYYPHy6rV692/MEH1wMSbPCZznnOnFFFLKCKWhNujN1efNFjKvbbb2btrFlKW6uW/Q7uVVcp7dix5jEzMjzxaI88Yta6MXZbs0ZpS5SwN3br1895PJqOqFu2zKy9GGO3mBj7OdDxaG4i6uzi0bwj6uzm4OOPRbp2Ve0BTuBaQNzAAp34FS5YJBDQRWlSUpIct2uqCwAOHz4ssbGxWXbRo6KiZMKECQKonPL69etbhbs2fdNRbampqZYj/GvZmvhOnz4t6enpWQr56tWrW69NmTLFylTXfelpaWnSqVMnASB9+vSR6tWry4oVK1z39XM9IMEGn+nc4fHHVRFVuLB9NJc2dmvc2Lmp2PTp5jH/+MMTj/bcc2atNhWLiFBHvk3ccovSlivn3Nitb1+z7t9/PcZut99u1nrHo33yiVnrHVFnNwcTJ7o3drObA+94tOefN2t1RJ2TeDQdUVeunP1JBjdwLSBuYIFO/AoXLBIIeBely+0aGwOEefPmWcVzs2bNBIAMGzZMChUqlGUXPTo62opiu/LKKy3nel18N2zY8Lxd9PXr1wsAKVKkiDWe3kUvUqSIdO/eXQBI586drfHmzZsnCQkJsmzZMjlnl1PjA64HJNjgM507nD2rDNUAZbBmwo2xmzYVi45Wf8/E/PlKW62afTSXNhUbMcKsO37cE4/2wANmrbex25dfmrX/+Y/SFiumzONMDB6stB06mHVnz4pUruwsHu3gQc8cODV2czIH/o6ocwPXAuIGFujEr3DBIoGCLkoTExMlw66pLgA4cuSIxMXFZdlFj4iIkEmTJgmgcsobNWokAGTEiBGW+7uOTitRooT12ssvv5xl7DNnzkjFihWzFPJVqlSxXps0aZKVqT5jxgyJjY11dZTdF1wPSLDBZzr32LhRFVFxcSomy8S0ac6N3Ro1cmYq9uefKhYMEHnqKbPW21Tsu+/M2pUrPfFop06ZtW6M3cqWVdpbbzVrv/3WeTzaU085j0ebOtW9sdukSeYxvePRciuizm4OnMK1gLiBBTrxK1ywSKDgXZTeaNfYGCAsWrRIAEjlypWtQnrIkCFWTrneRY+MjJRRo0YJAKlbt64VnaYj0urWrXveLvpjjz0mACQ+Pl7i4+Oz7KIXLlxYevfuLVFRUbJu3To5fPhwjtwP1wMSbPCZzj3OnVM7p4DIvHlmrbex20svmbXepmIHDpi1S5YobeXKzk3Fhgwx67zj0datM2vdGLs99JDSFS2qdolNDB+utG3amHXnzolUr+4sHu3QIc8cuDF2s5sDHY+WGxF1zZvbG8s5hWsBcQMLdOJXuGCRQEIXpYULF5a//vrL35djy9GjR61iXGePh4eHWw7rFStWlObNmwsAGTp0qOX+rnfRk5OTrddeeOGFLGOfPXtWqlSpIt6O7hUrVpTKlStLWFiY3HfffXLQLtzXJVwPSLDBZzp3ef55TzSX3eeE2titdm3npmLXXWce8+hR1YMNqJ5sEx9/7DF227PHrL3zTqVNTbWPR3Nj7Fa+vNLedJNZu2+f2mkGRN55x6x97jnn8WgzZ7o3dhs3zjxmbkXU/fKL+RrdwrWAuIEFOvErXLBIIOFdlC6ya2wMEG688UareG7Tpo0AkAEDBkiRIkUEgMyZM8c6/q5N4mrVqiWlS5cWANK6dWsBIDVr1jyvd3zjxo0CQOLi4iQhIUEAyB133CHfOg1+dQnXAxJs8JnOXTIzVbEHqOLPxOHDzo3dtm71GLvZmYotW6a0FSrYm4p17qy0/fubdSdPipQsqbR3323WujF2e/RRj7Gb3SM5ZoyzeLTMTPWhBxzEo3nPgZ2xm/cc/PijWavj0XIyoi6n4VpA3MACnfgVLlgk0PAuSo/YNTYGABkZGZKYmJhlFz00NFRmzJghOqdc74APHDjQcn/Xu+hJSUnWa09na+I7d+6cVK9eXQBI37595aOPPsrVe+F6QIINPtO5z6ZNnmiuQ4fMWm3sVr26c1OxUaPMuowMdWwcUPngJj77zGPs9tVXZu099yht8eL28WhujN2uuEJply41a73j0d5806x96SXn8Wjz5rk3drObA+94tIcfNmvdRNTlJFwLiBtYoBO/wgWLBBreRencuXP9fTmOWL58uQCQ9PR06dChg+i4M51TrrPJw8LCrMK8WrVqUrZs2Sy96FWqVJGz2Zr4Nm/eLLfffvslG8A5gesBCTb4TOc+mZnKeAxQRmQm/vxTmcrBgbHbe+85NxVbsUJp09Pt49G6d1faXr3MulOnPPFoq1ebtW6M3Z580rmx24QJStu0qf2R9Pr1ncWjHTnimYONG81aN3NwMRF1119v1uUkXAuIG1igE7/CBYsEIs8995yEhITIKLuP7QOE48ePW8X4ggULBICEhITI9ddfLzqn/JprrhEA0q9fP8v9XRfrRYoUsYzgnnjiCb/dB9cDEmzwmb48vPqqJ5rLzhpj8WLnxm5t2zo3FStWTGnvu8+s/eILj7Hbzp1m7X33KV1ysopgM+HG2K1aNaVdsMCsPXhQGbXBQTza5s3O49EWLXJu7KbnYOhQs847Hs0uom7XLvXhwEUmgl4UXAuIG1igE7/CBYsEIpmZmbLHzsUnwFi5cqUAkNKlS0vXrl0FgPTs2dPKKZ81a5Z1/H3ChAmi3d8rVKhg9aL37NlTvr6cZ/6ywfWABBt8pi8PmZkiTZqo4mziRLPW29jtscfMWjemYqtXK23p0vbRXH36KO2115p13vFoK1aYtW6M3Z59VukKFbI3dpsyRWkbNrTfRW/c2Fk82tGj7o3dQkPt50DHo6Wl5Vw8Wk7BtYC4IRSEEEKyEBISgkqVKvn7Mlwxbtw4pKSkYP/+/ahWrRoA4JlnnsGQIUMAAI899hg6dOiAzMxM/P7770hISMDu3bvRpk0blClTBsOHD8fTTz+NypUr+/M2CCHENSEhwNKl6vt77wUOHPCtjY8HZsxQ3y9eDJw961vbsCHQsSNw7pxnfF+MGQOUKAHs3w888IBZu2iRuubnnwc++8y3LiICWLhQfb98OXDsmG9tmTLAiBHqe/13fNGtG1CrlhrvttvM2tmzgQIFgI8+AjZv9q3LPgc//+xbezFzkJkJLFlivtZx44CUFOCnn4CHHjJrCQlkWKATQkgQUKBAAcydOxcAsH79evTo0QMAsGfPHpQsWRI///yzVbg//fTTGDx4MBITE1G3bl3s3bsX/fr189u1E0LIpdKyJXDVVcDp08BNN5m1EycCiYnAt98Cjz1m1uqi8/HHgd27fesKFAD+fwnGsmXAv//61lauDPTvr75ftMj88wcOBCpUAI4cAe6+26ydNw+IjAS2bgXeesu3LjTUU+zedRfw++++tcWKARMmqO8XLgREfGtbtQKaNwdOnbKfg0mT1Bx884363ZpwOgcxMcCcOer7G29U10FIXoQFOiGEBAmjRo1CamoqDh48iEqVKiEkJAT//e9/MXjwYADAo48+ii5duqBgwYKoW7cu9u3bh+HDhyMyMtLPV04IIZeG9w7uAw8AP/7oW1uoEDBrlvp+6VLgzBnf2jp11I6zkx3ckSOB1FTg4EHgvvvM2kWLgLAwYNMm4OOPfevCwz1F/K23An//7VtbqhQwerT63q6Y7twZqFcP+OcfNa6J668HChYEtm8HXnzRt857Du6/X+1k+6JQIWDmTPW90zkQsZ+D0aOBK69UH1aEssoheRQ+uoQQEiRER0dj3rx5AIAHH3wQvXr1AgB88cUXKF26NP766y8MHDgQ+/btw6BBg1CoUCF/Xi4hhOQozZsDrVurYu/GG83a664DkpOBH34AHn7YrNVF4caNwJdf+tZFRQHz56vvb7oJOHHCt7ZCBWDQIPW93ZH0vn3VrvtffwF33GHWzpmjruO994AtW3zrvIvpNWuAQ4d8a5OSgMmT1feLFqkPK3xx1VXA1VerOVi2zHyt48ersb//HnjkEbNWz8FTT5nnIDoa+OADYOxY1SJASF6EBTohhAQRw4cPR+nSpXHo0CGkp6cjNDQUW7ZswerVq/H999+jV69eKFq0qL8vkxBCcgVddK5frwo/XxQsqPqrAeCGG9TReF/UqAH06uVsB3fYMNUPfugQsG6dWbtggdohf+01YNs237qwMNWrDQCrVqlC3RclSqhebMB+F71dO7XbfPIkcMst5mudPl3teu/cCTz3nFmr5+Chh9QHIL64mDkAPL8LQoIVFuiEEBJEREZGYsGCBQCARx55BPfeey+++eYbdO/eHSVKlPDz1RFCSO7SqBHQvr0ydrvhBrN27FigeHFl7Pbgg2atNnZ79llgxw7fushIVXgDquj95x/f2vR0VdDr8U307AlUq6aOuK9aZda6MXbTv6N169TRfF8UKQJMneq51nPnfGsbN1bF/9mz9nPgxthNz8FzzwGff27WEpKXYYFOCCFBxpAhQzB16lS8/fbbGDlyJNLS0vx9SYQQctnQu9yPPgrs3etb523sduONZmO3qlXVUXPAvpgeNAgoVw44fNiZsVtEBPDGG8Dbb/vWeRu73X67Mo3zhRtjt6uvBpo1c2bsNnUqULgw8PXXwNNPm7X6Wh95RJnx+eJi5qBwYfPpCELyOizQCSEkyIiIiMCqVatQvnx5f18KIYRcdurXVyZomZn28Whujd1CQ5VR2qef+tZFRHiK+BUrgIwM39q0NGDUKPW9XTF97bVA7drA8eP28WgXY+x2333qNIEvChdWR90B+3i0Bg2ATp2cmeuNGqXm4OeflbmciZUrlQFgz55mHSF5GRbohBBCCCEkqNBF4RNPqB1fX0RHZzV2O3nSt7ZSJRV7Btgbu/Xrp/R//qmizExoY7d33gHefNO3LiTEc1933mmOR3Nj7NaihYpIc2LsNmmSOu6+d6/63ZpwGo8WHa1OEgD2c1C8uMpRJySYYYFOCCGEEEKCitq1ge7d1Y60namYt7Hb2rVm7YIFyrRt82blFu4L73i0224Djh71rU1NBcaM8Yxv2kXv1EmdEDhxQu3Om3Bj7KYL/wcfNBu7xcV54tGWLDHvoteurXb9nczB8OFA6dLAr7/am+sREuywQCeEEEIIIUHH4sVq1/npp4EvvvCtc2PsVr48MHSo+t6uF713b9U3ffSo6hs3MWeO6sf+4APl6u6L7PFov/7qW+vG2K1pU+Caa1TBbRdR5yYeTRfmdhF13nNwxx3mayUk2GGBTgghhBBCgo7q1VWRDNjv4Hobu61ZY9bOn692yLdsAd5917fOOx5t9Wp13N0XKSkqmx2w30Vv21a51f/7r308mhtjN1342xm7xcYCs2ap753EozmdgyFD1L2//7763RGSX2GBTgghhBBCghIdzfX888Bnn/nWRUR4+spXrACOHfOtLVMGGDFCfW/Xi969uypSMzKUwZmJmTOVsdunnwKbNvnWee+i33uvMlfzhRtjt4YNgY4d1e61nbmejkf78UeVOW/CaTxaRC6vfYkAABvsSURBVIT6uUwEJfkdFuiEEEIIISQoqVwZ6N9ffW93JL1/f2XsduSIMmEzMW+eOpa9dSvw1lu+daGhnmL3jjuAP/7wrU1OBiZOVN87iUdr3lzFo918s/la3Ri76V50O2O3mBh1LB9QR+JPnfKtrVJFmeYB9nNACGGBTgghhBBCgphFi9SR6U2bgI8+8q3Lbuz299++taVKAaNHq+/tjqR36QLUqaN62+2M3WbMUEfId+xQu/6+yB6P9tNPvrVujN3q1gW6dXMWUTd6NFCyJHDggH08mo6oe+kl4JNPzFpC8jss0AkhhBBCSNBSoYLqMQecGbtVqaKM3VavNmvnzFERYdu2qX50X3gX03ffDfz2m29tYiIwZYrnWk3xaFdd5Twe7WKM3Z56Cti1y7fOTTxaxYqqx7x/f3WPhBDfsEAnhBBCCCFBzYIFaof8tddUQe2LsDDPMW87Y7cSJVQvNmB/JL1DB9XjffIksHy5+VqnTVNZ37t2Ac88Y9bqwv+hh8zxaG6M3WrWBHr2dBeP9ssvqh/exP33A489BqSnm3WE5HdYoBNCCCGEkKAmPV3lnQPujN1WrTJrZ81S8WgffQS88opvnfcu+tq1qqD1RUKCKtIBVSCbIseaNFGu7mfPqsLbhBtjNx1R9+yz6ri9L6KilKs9oHrhTRF1oaw6CHEE/1chhBBCCCFBz7x5yin8zTeVuZsvQkM9u+h2xm7FigETJqjv7XbR27RRBfW//9obu02erAr13buBJ580a53Go7kxdqtaFejbV31v1xYwdChQtizw++/qwwdCyKXBAp0QQgghhAQ9aWnAyJHq+0WLzMV0167K2O34ceDWW83jzpypjpB/9hnw4ou+dSEhnl3u//xHmav5Ij4euP569b2dsVuDBkCnTrln7Pbiiyr6zRfeEXU7d5rHJITYwwKdEEIIIYTkC+bOVcey33kHeOMN3zo3xm5Fi6ooM0AVqiZjt5YtgRYtVA+4nbHbhAlq7G+/BTZsMGv1jv9jj5nj0dwYu1WqBAwcqL6320UfOBD48EPg0UfNOkKIPSzQCSGEEEJIviA1FRgzRn3v1NjtxAl7Y7fp01Wc2RdfAM89Z9bqwv+BB1Q/uC8KFfLEoy1dqtzafVGnjopHE/EU675wY+y2YIEyznvlFeCDD3zrwsPV74oQcumwQCeEEEIIIfmGOXOUsdsHHyhXd1+4MXYrUgSYOlV9v2iR2ditWTPVj372rOoFNzF+vOpz37cPePhhs1YX5hs3Al9+6VvnxtitfHkVjwbY76ITQnIGFuiEEEIIISTfkJICXHed+n7BgpwzdpsyBShcGPj6a1Ukm9DF9Pr1wHff+dbFxACzZ6vvb7jBbOxWowbQq5ezeDQ3xm46om7LFuCTT8xaQsilwwKdEEIIIYTkK2bOBAoWVOZnmzb51nnvotsZuxUurI66A6pANhm7NWoEtG+vdtrt4tHGjFGZ6/v3Aw8+aNYuWqSu+bnngM8/963zNnZbvhw4dsy3tkwZ1a/+4otAvXrmn08IuXRYoOdjXn75ZTRs2BAFChRAQkICunXrluXP9+/fj44dOyImJgbJycm4/vrrcTbbu83WrVtRp04dREVFoXz58lhvF6xJCCGEEOJnkpOBiRPV93a96K1aeYzdbrrJPO7kyeq4+zffAE88Ydbqwn/DBmDvXt+6AgWUuR2gjOX+/de3tmpVoF8/9b3dLvrAgUCFCipG7u67zdrrrwc6d1bFPyEkd2GBnk959tlnMWjQIAwbNgw7d+7Etm3b0L9/f+vPz507h44dO+L06dN4//338fDDD2P9+vVYqD9uBbBv3z507NgRLVu2xI4dOzBlyhSMHDkSr5kaugghhBBCAoAZM1Q82o4dwPPPm7X6SLobY7clS8zGbvXqAV26KNd3O2O3kSOBUqWAgwfVTr6JhQs98WimI+nh4Z6+8ltvBTIyzOMSQi4PISKmzwxJMHL27FmUKVMGS5YswYgRIy6o2bx5Mzp16oRffvkFxYoVAwCsW7cOs2bNwuHDhxEZGYlZs2bh5Zdfxq5du6y/17dvXxw9ehSvvvqqo2vJyMhAfHw8/v77b8TFxV36zRFC8ixcD0iwwWc68FmwQBm1VaumMrxDDVtXbdoAr78OjBhhzhA/fhxITwcOH1YF/fDhvrU7dgC1a6ud6S+/VDvgvvjPf9Rx95QU4PvvVX+6L4YMAR55RB2jf+UV37pz59S979mjPiTw2ochOQjXAuIG7qDnQz777DMcPHgQoaGhqF27NooXL4727dtnKbQ/+OADVK9e3SrOAaBt27bIyMjAV199ZWlat26dZey2bdviA0MOx6lTp5CRkZHlixBCCAkG+B6X95g2DYiPB3btAp55xqzVR9LXr1cFsi9iY7Mau50+7VtbqxbQo4ezeLShQ1U/+KFDwLp1Zu3ChSoebfNmczxaWJg6Cl+2LFCxonlMQsjlgQV6PuSHH34AACxevBjz58/Hpk2bkJCQgBYtWuDPP/8EABw6dChLcQ7A+u9Dhw4ZNRkZGTh58uQFf/bNN9+M+Ph466tUqVI5em+EEEKIv+B7XN4jIUEV6YAqVE3xaN7GbrpY98XYsWqn+8cfgYceMmsXL1Y76E8/rXbxfREZqXb8AeCWW9ROvS/KlVMFPWC/K96rl+qB79vXrCOEXB5YoAcRs2fPRkhIiPFrz549yMzMBADMmzcPPXr0QN26dfHQQw8hJCQETz/9dK5e45w5c/D3339bXwdMdqiEEEJIHoLvcXmTyZNVob57N/Dkk2at3uW2M3aLiVF564A6Qm+KR6tWDejdW31vZ+w2eLAqvg8fBtasMWvnz1du7a+/Drzzjm9daKjSEUICAxboQcT06dOxe/du41d6ejqKFy8OAKhSpYr1d6OiopCeno79+/cDAFJSUvDbb79lGV//d0pKilETFxeHAgUKXPAao6KiEBcXl+WLEEIICQb4Hpc3iY9XLuWAKsBN8Wj163uM3ex20UePBkqWBH7+2dyzDqjCPDQUeOEFYPt23zpvY7cVK8zGbmXKqH55wPN3CCGBDwv0ICIpKQlXXHGF8SsyMhJ169ZFVFQU9np99HvmzBn8+OOPSEtLAwA0atQIX375JX7//XdLs2XLFsTFxVmFfaNGjfDGG29kuYYtW7agUaNGl+FuCSGEEEJyhgkTgKJFgW+/VbvjJvQu9xNPAP9vy3NBoqOBefPU98uWAT66/wAAV1wB6DAdu2K6f3+gUiXgzz+BO+80a+fOVUfjv/oK+OUXs5YQEhiwQM+HxMXFYezYsVi0aBH+97//Ye/evRg3bhwAoFevXgCAa665BlWqVMGgQYOwc+dOvPbaa5g/fz7Gjx+PqKgoAMDYsWPxww8/YObMmdizZw/uuecebNy4EVOnTvXbvRFCCCGEuMU7Hm3pUnM8Wu3aQPfuzozdhg8HSpcGfv0VuPdes1Ybu738MvDRR7512tgNAFauBI4e9a0tVQrYtAnYtw8oUcL88wkhgQEL9HzKrbfeir59+2LQoEGoX78+fvrpJ7z55ptISEgAAISFhWHTpk0ICwtDo0aNMHDgQAwePBhLvc5zlS1bFi+//DK2bNmCmjVrYuXKlbj//vvRtm1bf90WIYQQQshFMX48UKyYKmYfftisXbLEY+z2xRe+dVFRHmO3m28G/vnHt7ZCBdVjDtjvovfqpSLZjh4FVq82a9u0AQoWNGsIIYEDc9CJX2EuJCFEw/WABBt8pvMet98OTJ2qdr2/+UYV2L7o2xd46imgWzfg+ed9686cUUfS9+1TfeO63/1C/PCD0p49C7z3HtCkiW/tM8+oQr1QIeUWX6SIzc0Rv8G1gLiBO+iEEEIIIYQAGDNGHQXfvx948EGzdtEiZ8ZuERGeqLPly4Fjx3xr09OBYcPU93bxaN27AzVrqvHsdtEJIXkHFuiEEEIIIYQAKFBAGasBytjt3399aytX9hi72cWjDRyojrAfOQLcfbdZq+PR3nwT2LrVty40VF3jzJkqKo4QEhywQCeEEEIIIeT/GTkSSE0FDh4E/vMfs1Ybu23aZDZ2845Hu/VW4O+/fWtLlwZGjfKMb2pG7dhR7coXLWq+TkJI3oEFOiGEEEIIIf9PVJTaxQaUsduJE761bozd+vZVu+5//QXccYdZO3euuo533wWyJdoSQoIcFuiEEEIIIYR4MWwYUKYMcOgQsG6dWTt/vtohf+01YNs23zrveLRVq1Sh7ouSJYGxY9X3drvohJDgggU6IYQQQgghXkRGeuLRbrkFOH7ct9aNsVvPnkC1auqI+6pVZu3s2cqhvWpVcy88ISS4YIFOCCGEEEJINgYNAsqVAw4fBtasMWvdGLstWaK+v/12ZRrni5QU4MAB4L77lHkdISR/wAKdEEIIIYSQbEREePrKV6wAMjJ8a72N3RYtMh9Jv/ZaoHZttSt/223ma4iPd3fNhJC8Dwt0QgghhBBCLkC/fkClSsCffwJ33mnWamO3d94xG7uFhHh20e+8E/j995y7XkJI3ocFOiGEEEIIIRfAOx5t5Urg6FHfWjfGbp06AfXrK4f4TZty7HIJIUEAC3RCCCGEEEJ80Lu3Mmo7elT1jZuYPVv1i3/wAfDqq751ISHA3XcDn34KDB+ek1dLCMnrsEAnhBBCCCHEB97xaKtXq+PuvkhJAa67Tn1vt4veoAFQt26OXSYhJEhggU4IIYQQQoiB7t2BGjWUUdzKlWbtrFlAwYJqd5zH1wkhbmGBTgghhBBCiIHQUGDpUvX9HXcAf/zhW5uUBEycqL5fuBDIzMz96yOEBA8s0AkhhBBCCLGhSxegTh3gn39U7JqJGTOA1q2VLiTk8lwfISQ4YIFOCCGEEEKIDSEhnl30u+8GfvvNtzYxEdiyBWjThgU6IcQdLNAJIYQQQghxQIcOQMOGwMmTwPLl/r4aQkgwwgKdEEIIIYQQB3jvoq9dC/zyi3+vhxASfLBAJ4QQQgghxCFt2gBNmgBlyrBAJ4TkPOH+vgBCCCGEEELyCiEhwDPPKLf2sDB/Xw0hJNhggU4IIYQQQogLUlL8fQWEkGCFR9wJIYQQQgghhJAAgAU6IYQQQgghhBASALBAJ4QQQgghhBBCAgAW6IQQQgghhBBCSADAAp0QQgghhBBCCAkAWKATQgghhBBCCCEBAAt0QgghhBBCCCEkAGCBTgghhBBCCCGEBAAs0AkhhBBCCCGEkACABTohhBBCCCGEEBIAhPv7Akj+RkQAABkZGX6+EkKIv9HrgF4XCMnr8D2OEALw/Y24gwU68SvHjh0DAJQqVcrPV0IICRSOHTuG+Ph4f18GIZcM3+MIId7w/Y04IUT4UQ7xI5mZmfjll19QqFAhhISE+PtyLDIyMlCqVCkcOHAAcXFx/r6cSyaY7ieY7gUIrvu51HsRERw7dgwlSpRAaCg7sEjeh+9xuU8w3QsQXPcTTPcCXNr98P2NuIE76MSvhIaGIjU11d+X4ZO4uLigeFPRBNP9BNO9AMF1P5dyL9xZIMEE3+MuH8F0L0Bw3U8w3Qtw8ffD9zfiFH6EQwghhBBCCCGEBAAs0AkhhBBCCCGEkACABTohFyAqKgqLFi1CVFSUvy8lRwim+wmmewGC636C6V4ICWaC6f/VYLoXILjuJ5juBQi++yGBC03iCCGEEEIIIYSQAIA76IQQQgghhBBCSADAAp0QQgghhBBCCAkAWKATQgghhBBCCCEBAAt0kq9YtmwZGjdujJiYGBQuXPiCmv3796Njx46IiYlBcnIyrr/+epw9e9b6861btyIkJOS8r0OHDmUZZ82aNShTpgyio6PRsGFDfPzxxwF5P/qe6tSpg6ioKJQvXx7r168/b5zLcT/Z+eyzz9CmTRsULlwYiYmJGD16NI4fP55Fc6G5ePLJJ7NonNxfbuPkXnJqri4H33zzDbp27YqiRYsiLi4OTZs2xVtvvZVFk1fmhpBgIZje4/j+lrfW0GB6j+P7G/E7Qkg+YuHChbJq1SqZNm2axMfHn/fnZ8+elWrVqknr1q3l888/l1deeUWKFi0qc+bMsTRvvfWWAJC9e/fKr7/+an2dO3fO0jz55JMSGRkpDz74oHz11VcyatQoKVy4sPz2228Bdz8//PCDxMTEyLRp0+Trr7+Wu+66S8LCwuTVV1+97PfjzcGDByUhIUHGjh0re/bskY8//lgaN24sPXr0yKIDIA899FCWuTh58qSr+8ttnNxLTs3V5aJChQrSoUMH2blzp3zzzTdy3XXXSUxMjPz666+WJi/MDSHBRDC9x/H9Le+socH2Hsf3N+JvWKCTfMlDDz10wTf8V155RUJDQ+XQoUPWa2vXrpW4uDg5deqUiHj+8fLXX3/5HL9BgwYyfvx467/PnTsnJUqUkJtvvjnH7sGbS7mfmTNnStWqVbP8vT59+kjbtm2t/77c9yMicu+990pycnKWfxR+8cUXAkC+/fZb6zUA8vzzz/scx8n95TZO7iWn5upycPjwYQEg77zzjvVaRkaGAJAtW7ZYr+WFuSEkGAmm9zi+vz3vc5xAWUOD6T2O728kEOARd0K8+OCDD1C9enUUK1bMeq1t27bIyMjAV199lUVbq1YtFC9eHG3atMG2bdus10+fPo3t27ejdevW1muhoaFo3bo1Pvjgg9y/CS+c3M8HH3yQ5Vq1Rl+rv+7n1KlTiIyMRGioZ5kqUKAAAOC9997Loh0/fjyKFi2KBg0a4MEHH4R4pUfa3d/lwMm95MRcXS4SExNRqVIlPPLII/jnn39w9uxZ3HvvvUhOTkbdunWzaAN9bgjJTwTTexzf3wJnDQ2m9zi+v5FAgAU6IV4cOnQoy5sHAOu/df9d8eLFsW7dOjz77LN49tlnUapUKbRo0QKfffYZAOCPP/7AuXPnLjhO9h6+3MbJ/fjSZGRk4OTJk367n1atWuHQoUO49dZbcfr0afz111+YPXs2AODXX3+1dEuXLsXGjRuxZcsW9OjRA9dddx3uuusu68/t7u9y4ORecmKuLhchISF4/fXX8fnnn6NQoUKIjo7GqlWr8OqrryIhIcHS5YW5ISQ/EUzvcXx/C5w1NJje4/j+RgIBFugkzzN79uwLmnV4f+3ZsyfHfl6lSpUwZswY1K1bF40bN8aDDz6Ixo0bY/Xq1Tky/uW+n8uN0/urWrUqHn74YaxcuRIxMTFISUlB2bJlUaxYsSyf0i9YsABNmjRB7dq1MWvWLMycORO33nprnrwXf+P0fkQE48ePR3JyMt599118/PHH6NatGzp37pzlH5f+nBtCgoVgeo/j+1veeX/LjfvxJ3x/I3mJcH9fACGXyvTp0zF06FCjJj093dFYKSkp57m3/vbbb9af+aJBgwbWMa6iRYsiLCzM+nve45jG0Fzu+0lJSbngtcbFxaFAgQIICwu7pPvJjpv769+/P/r374/ffvsNBQsWREhICFatWmW8/4YNG+KGG27AqVOnEBUVZXt/l0JO3ktOzNWl4vR+3nzzTWzatAl//fUX4uLiAAD33HMPtmzZgocfftjaOcnO5ZwbQoKFYHqP4/tb3nl/y+n78fd7HN/fSF6CBTrJ8yQlJSEpKSlHxmrUqBGWLVuG33//HcnJyQCALVu2IC4uDlWqVPH593bs2IHixYsDACIjI1G3bl288cYb6NatGwAgMzMTb7zxBiZMmGB7DZf7fho1aoRXXnkly9/bsmULGjVqlCP3k52LuT99TOzBBx9EdHQ02rRp41O7Y8cOJCQkICoqCoD9/V0KOXkvOTFXl4rT+zlx4gQAnLczEhoaiszMTJ9/73LODSHBQjC9x/H97XwC9f0NCK73OL6/kTyFPx3qCLnc/PTTT/L555/LkiVLJDY2Vj7//HP5/PPP5dixYyLiiQG55pprZMeOHfLqq69KUlJSlhiQ1atXywsvvCDffvutfPnllzJ58mQJDQ2V119/3dI8+eSTEhUVJevXr5evv/5aRo8eLYULF87iXhoo96OjQK6//nrZvXu3rFmz5oIxNJfjfrJz1113yfbt22Xv3r1y9913S4ECBeSOO+6w/vzFF1+U++67T7788kv59ttv5Z577pGYmBhZuHChq/u7HNjdS07N1eXg8OHDkpiYKN27d5cdO3bI3r17ZcaMGRIRESE7duwQkbw1N4QEC8H0Hsf3t7y1hgbLexzf30ggwAKd5CuGDBkiAM77euuttyzNjz/+KO3bt5cCBQpI0aJFZfr06XLmzBnrz5cvXy7lypWT6OhoKVKkiLRo0ULefPPN837WXXfdJaVLl5bIyEhp0KCBfPjhhwF5PyIqVqdWrVoSGRkp6enp8tBDD/nlfrIzaNAgKVKkiERGRkqNGjXkkUceyfLnmzdvllq1aklsbKwULFhQatasKevWrcsS9SLi7P5yG7t7Ecm5ubocfPLJJ3LNNddIkSJFpFChQnLllVfKK6+8Yv15XpobQoKFYHqP4/tb3lpDg+k9ju9vxN+EiHhlAhBCCCGEEEIIIcQvBIa1IiGEEEIIIYQQks9hgU4IIYQQQgghhAQALNAJIYQQQgghhJAAgAU6IYQQQgghhBASALBAJ4QQQgghhBBCAgAW6IQQQgghhBBCSADAAp0QQgghhBBCCAkAWKATQgghhBBCCCEBAAt0QgghhBBCCCEkAGCBTgi5LISEhBi/Fi9e7O9LJIQQQlzD9zdCSE4S7u8LIITkD3799Vfr+6eeegoLFy7E3r17rddiY2P9cVmEEELIJcH3N0JITsIddELIZSElJcX6io+PR0hISJbXYmNjsXTpUpQoUQJHjhyx/l7Hjh3RsmVLZGZm+vHqCSGEkAvD9zdCSE7CAp0QEjDMmzcPZcqUwciRIwEAa9aswfvvv4+HH34YoaFcrgghhORN+P5GCHEKj7gTQgKGsLAwbNiwAbVq1cLs2bNx55134v7770fp0qX9fWmEEELIRcP3N0KIU1igE0ICivT0dNx2220YM2YM+vTpg/79+/v7kgghhJBLhu9vhBAn8EwNISTgeOeddxAWFoYff/wRZ8+e9fflEEIIITkC398IIXawQCeEBBRPPfUUnnvuOWzduhX79+/HDTfc4O9LIoQQQi4Zvr8RQpzAAp0QEjD8/PPPGDduHJYvX46mTZvioYcewk033YQPP/zQ35dGCCGEXDR8fyOEOIUFOiEkIBARDB06FA0aNMCECRMAAG3btsW4ceMwcOBAHD9+3M9XSAghhLiH72+EEDeEiIj4+yIIIYQQQgghhJD8DnfQCSGEEEIIIYSQAIAFOiGEEEIIIYQQEgCwQCeEEEIIIYQQQgIAFuiEEEIIIYQQQkgAwAKdEEIIIYQQQggJAFigE0IIIYQQQgghAQALdEIIIYQQQgghJABggU4IIYQQQgghhAQALNAJIYQQQgghhJAAgAU6IYQQQgghhBASALBAJ4QQQgghhBBCAgAW6IQQQgghhBBCSADAAp0QQgghhBBCCAkAWKATQgghhBBCCCEBAAt0QgghhBBCCCEkAGCBTgghhBBCCCGEBAAs0AkhhBBCCCGEkADg/wDbD7KdJVD3iwAAAABJRU5ErkJggg==' width=1000.0/>\n", | |
" </div>\n", | |
" " | |
], | |
"text/plain": [ | |
"Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" | |
] | |
}, | |
"metadata": {}, | |
"output_type": "display_data" | |
} | |
], | |
"source": [ | |
"compare_plot(KJBQTD)" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 8, | |
"id": "2eac0c7e-3317-4962-bece-7074adde2fa3", | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"from dkist_inventory.asdf_generator import asdf_tree_from_filenames" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 9, | |
"id": "e803e462-2146-493b-9317-789331fded42", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"name": "stdout", | |
"output_type": "stream", | |
"text": [ | |
"SOLARRAD is not in the 122 schema for telescope, although the 214 section references it.\n" | |
] | |
}, | |
{ | |
"name": "stderr", | |
"output_type": "stream", | |
"text": [ | |
"2025-04-03 16:19:11 - root - INFO: Creating tabular temporal axis. ddeltas: [0.915214 0.915713 0.915214 0.915713 0.915214 0.915713 0.915214 0.915213\n", | |
" 0.915714 0.915213 0.915714 0.915213 0.915714 0.915213 0.915213 0.915714\n", | |
" 0.915214 0.915714 0.915213 0.915714 0.915213 0.915214 0.915713 0.915214\n", | |
" 0.915713 0.915214 0.915713 0.915214 0.915213 0.915714 0.915213 0.915713\n", | |
" 0.915215 0.915713 0.915214 0.915213 0.915714 0.915213 0.915714 0.915213\n", | |
" 0.915714 0.915213 0.915214 0.915713 0.915213 0.915714 0.915214 0.915213\n", | |
" 0.915714 0.915213 0.915714 0.915214 0.915713 0.915214 0.915213 0.915714\n", | |
" 0.915213 0.915714 0.915213 0.915714 0.915213 0.915214 0.915713 0.915214\n", | |
" 0.915713 0.915214 0.915714 0.915213 0.915214 0.915713 0.915214 0.915713\n", | |
" 0.915214 0.915713 0.915214 0.915213 0.915713 0.915214 0.915714 0.915213\n", | |
" 0.915714 0.915213 0.915214 0.915714 0.915213 0.915713 0.915214 0.915714\n", | |
" 0.915213 0.915214 0.915713 0.915214 0.915713 0.915214 0.915713 0.915214\n", | |
" 0.915213 0.915713 0.915214 0.915714 0.915214 0.915713 0.915213 0.915214\n", | |
" 0.915714 0.915213 0.915714 0.915213 0.915714 0.915213 0.915214 0.915713\n", | |
" 0.915214 0.915713 0.915214 0.915713 0.915214 0.915214 0.915713 0.915214\n", | |
" 0.915713 0.915214 0.915713 0.915214 0.915213 0.915714 0.915213 0.915714\n", | |
" 0.915213 0.915714 0.915213 0.915214 0.915713 0.915214 0.915714 0.915213\n", | |
" 0.915714 0.915213 0.915214 0.915713 0.915214 0.915713 0.915214 0.915213\n", | |
" 0.915714 0.915213 0.915714 0.915213 0.915714 0.915214 0.915213 0.915714\n", | |
" 0.915213 0.915713 0.915214 0.915714 0.915213 0.915214 0.915713 0.915214\n", | |
" 0.915713 0.915213 0.915714 0.915214 0.915213 0.915714 0.915214 0.915713\n", | |
" 0.915214 0.915713 0.915214 0.915213 0.915714 0.915213 0.915714 0.915213\n", | |
" 0.915714 0.915213 0.915214 0.915713 0.915214 0.915713 0.915214 0.915714\n", | |
" 0.915213 0.915214 0.915713 0.915214 0.915713 0.915214 0.915713 0.915213\n", | |
" 0.915214 0.915714 0.915213 0.915714 0.915213 0.915714 0.915213 0.915214\n", | |
" 0.915714 0.915213 0.915714 0.915213 0.915714 0.915213 0.915214 0.915713\n", | |
" 0.915214 0.915713 0.915214 0.915713 0.915214 0.915213 0.915714 0.915213\n", | |
" 0.915714 0.915214 0.915713 0.915214 0.915213 0.915713 0.915214 0.915714\n", | |
" 0.915213 0.915714 0.915213 0.915213 0.915714 0.915214 0.915713 0.915214\n", | |
" 0.915714 0.915213 0.915213 0.915714 0.915214 0.915713 0.915214 0.915213\n", | |
" 0.915714 0.915213 0.915714 0.915213 0.915713 0.915214 0.915214 0.915713\n", | |
" 0.915214 0.915713 0.915214 0.915714 0.915213 0.915214 0.915713 0.915214\n", | |
" 0.915713 0.915214 0.915713 0.915214 0.915213 0.915714 0.915213 0.915714\n", | |
" 0.915213 0.915714 0.915214 0.915213 0.915714 0.915213 0.915714 0.915213\n", | |
" 0.915714 0.915213 0.915214 0.915713 0.915214 0.915713 0.915214 0.915713\n", | |
" 0.915214 0.915213 0.915714 0.915214 0.915713 0.915214 0.915713 0.915214\n", | |
" 0.915213 0.915714 0.915213 0.915714 0.915213 0.915714 0.915213 0.915214\n", | |
" 0.915713 0.915214 0.915713 0.915214 0.915714 0.915213 0.915214 0.915713\n", | |
" 0.915214 0.915713 0.915214 0.915713 0.915213 0.915214 0.915714 0.915213\n", | |
" 0.915714 0.915213 0.915714 0.915213 0.915214 0.915713 0.915214 0.915714] s\n" | |
] | |
} | |
], | |
"source": [ | |
"new_dataset = asdf_tree_from_filenames(\n", | |
" KJBQTD.files.filenames,\n", | |
" KJBQTD.headers,\n", | |
" KJBQTD.inventory,\n", | |
" hdu=1,\n", | |
")[\"dataset\"]" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 10, | |
"id": "4ad3f7c6-30c8-4bcb-b6f9-53d447048cf9", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/plain": [ | |
"<dkist.dataset.dataset.Dataset object at 0x7f02d0cf7250>\n", | |
"This CRYO-NIRSP Dataset KJBQTD consists of 321 frames.\n", | |
"Files are stored in None\n", | |
"\n", | |
"This Dataset has 3 pixel and 4 world dimensions.\n", | |
"\n", | |
"The data are represented by a <class 'dask.array.core.Array'> object:\n", | |
"dask.array<reshape, shape=(321, 1918, 915), dtype=float32, chunksize=(1, 1918, 915), chunktype=numpy.ndarray>\n", | |
"\n", | |
"Array Dim Axis Name Data size Bounds\n", | |
" 0 scan step number 321 None\n", | |
" 1 spatial along slit 1918 None\n", | |
" 2 dispersion axis 915 None\n", | |
"\n", | |
"World Dim Axis Name Physical Type Units\n", | |
" 3 time time s\n", | |
" 2 helioprojective latitude custom:pos.helioprojective.lat arcsec\n", | |
" 1 helioprojective longitude custom:pos.helioprojective.lon arcsec\n", | |
" 0 wavelength em.wl nm\n", | |
"\n", | |
"Correlation between pixel and world axes:\n", | |
"\n", | |
" | PIXEL DIMENSIONS\n", | |
" | dispersion | spatial | scan step\n", | |
" WORLD DIMENSIONS | axis | along slit | number\n", | |
"------------------------- | ---------- | ---------- | ----------\n", | |
" wavelength | x | |\n", | |
"helioprojective longitude | | x | x\n", | |
" helioprojective latitude | | x | x\n", | |
" time | | | x" | |
] | |
}, | |
"execution_count": 10, | |
"metadata": {}, | |
"output_type": "execute_result" | |
} | |
], | |
"source": [ | |
"new_dataset" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 11, | |
"id": "4743a898-e273-4b9c-9cfb-96105305d6c9", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"application/vnd.jupyter.widget-view+json": { | |
"model_id": "07590b55c2f64293bff0867cdc2ce338", | |
"version_major": 2, | |
"version_minor": 0 | |
}, | |
"image/png": 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", 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"\n", | |
" <div style=\"display: inline-block;\">\n", | |
" <div class=\"jupyter-widgets widget-label\" style=\"text-align: center;\">\n", | |
" Figure\n", | |
" </div>\n", | |
" <img 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' width=1000.0/>\n", | |
" </div>\n", | |
" " | |
], | |
"text/plain": [ | |
"Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" | |
] | |
}, | |
"metadata": {}, | |
"output_type": "display_data" | |
} | |
], | |
"source": [ | |
"compare_plot(new_dataset, downsample=10)" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"id": "4f3779c1-3f35-467c-a0d6-700bfc35b6d8", | |
"metadata": {}, | |
"source": [ | |
"## CI" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 12, | |
"id": "b006c806-ed10-48ef-996b-78c97614ec0e", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/plain": [ | |
"<dkist.dataset.dataset.Dataset object at 0x7f02d52630e0>\n", | |
"This CRYO-NIRSP Dataset CSZSML consists of 321 frames.\n", | |
"Files are stored in /home/stuart/sunpy_data/data\n", | |
"\n", | |
"This Dataset has 3 pixel and 3 world dimensions.\n", | |
"\n", | |
"The data are represented by a <class 'dask.array.core.Array'> object:\n", | |
"dask.array<reshape, shape=(321, 1894, 1756), dtype=float32, chunksize=(1, 1894, 1756), chunktype=numpy.ndarray>\n", | |
"\n", | |
"Array Dim Axis Name Data size Bounds\n", | |
" 0 scan step number 321 None\n", | |
" 1 detector x axis 1894 None\n", | |
" 2 detector y axis 1756 None\n", | |
"\n", | |
"World Dim Axis Name Physical Type Units\n", | |
" 2 time time s\n", | |
" 1 helioprojective latitude custom:pos.helioprojective.lat arcsec\n", | |
" 0 helioprojective longitude custom:pos.helioprojective.lon arcsec\n", | |
"\n", | |
"Correlation between pixel and world axes:\n", | |
"\n", | |
" | PIXEL DIMENSIONS\n", | |
" | detector | detector | scan\n", | |
" | y axis | x axis | step\n", | |
" WORLD DIMENSIONS | | | number\n", | |
"------------------------- | -------- | -------- | --------\n", | |
"helioprojective longitude | x | x | x\n", | |
" helioprojective latitude | x | x | x\n", | |
" time | | | x" | |
] | |
}, | |
"execution_count": 12, | |
"metadata": {}, | |
"output_type": "execute_result" | |
} | |
], | |
"source": [ | |
"CSZSML" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 13, | |
"id": "975ae2da-54a9-4cf1-bf8f-ffcfcda3647c", | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"cel_coords = np.mgrid[0:1894:10, 0: 1756:10]" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 14, | |
"id": "19031558-9ca8-4820-b3e2-e56afead6e17", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/plain": [ | |
"<SkyCoord (Helioprojective: obstime=2025-03-23T23:38:27.217, rsun=695700.0 km, observer=<HeliographicStonyhurst Coordinate (obstime=2025-03-23T23:38:27.217, rsun=695700.0 km): (lon, lat, radius) in (deg, deg, m)\n", | |
" (-0.00095257, -6.91445601, 1.4913219e+11)>): (Tx, Ty) in arcsec\n", | |
" [[(-926.56491906, -532.21951279), (-926.09189426, -531.97868578),\n", | |
" (-925.61886946, -531.73785878), ..., (-844.73167833, -490.55640455),\n", | |
" (-844.25865413, -490.31557714), (-843.78562994, -490.07474973)],\n", | |
" [(-926.80574684, -531.74648957), (-926.33272205, -531.50566257),\n", | |
" (-925.85969725, -531.26483556), ..., (-844.97250638, -490.0833816 ),\n", | |
" (-844.49948218, -489.8425542 ), (-844.02645799, -489.60172679)],\n", | |
" [(-927.04657463, -531.27346635), (-926.57354983, -531.03263935),\n", | |
" (-926.10052504, -530.79181235), ..., (-845.21333442, -489.61035866),\n", | |
" (-844.74031022, -489.36953125), (-844.26728603, -489.12870385)],\n", | |
" ...,\n", | |
" [(-971.59967058, -443.76415521), (-971.12664612, -443.52332846),\n", | |
" (-970.65362167, -443.28250171), ..., (-889.76648199, -402.10109883),\n", | |
" (-889.29345805, -401.86027176), (-888.82043411, -401.6194447 )],\n", | |
" [(-971.84049788, -443.29113186), (-971.36747343, -443.05030511),\n", | |
" (-970.89444898, -442.80947837), ..., (-890.00730959, -401.62807576),\n", | |
" (-889.53428565, -401.3872487 ), (-889.06126172, -401.14642163)],\n", | |
" [(-972.08132518, -442.81810851), (-971.60830073, -442.57728177),\n", | |
" (-971.13527628, -442.33645502), ..., (-890.24813719, -401.1550527 ),\n", | |
" (-889.77511326, -400.91422564), (-889.30208932, -400.67339857)]]>" | |
] | |
}, | |
"execution_count": 14, | |
"metadata": {}, | |
"output_type": "execute_result" | |
} | |
], | |
"source": [ | |
"gwcs_coords = CSZSML.wcs.array_index_to_world(0, *cel_coords)[0]\n", | |
"gwcs_coords" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 15, | |
"id": "a493db2a-7052-4dd7-b166-261d99b18363", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"name": "stderr", | |
"output_type": "stream", | |
"text": [ | |
"WARNING: FITSFixedWarning: 'datfix' made the change 'Set MJDREF to 60757.983338 from DATEREF.\n", | |
"Set MJD-BEG to 60757.983338 from DATE-BEG.\n", | |
"Set MJD-AVG to 60757.983342 from DATE-AVG.\n", | |
"Set MJD-END to 60757.983346 from DATE-END'. [astropy.wcs.wcs]\n", | |
"2025-04-03 16:19:18 - astropy - WARNING: FITSFixedWarning: 'datfix' made the change 'Set MJDREF to 60757.983338 from DATEREF.\n", | |
"Set MJD-BEG to 60757.983338 from DATE-BEG.\n", | |
"Set MJD-AVG to 60757.983342 from DATE-AVG.\n", | |
"Set MJD-END to 60757.983346 from DATE-END'.\n", | |
"WARNING: FITSFixedWarning: 'obsfix' made the change 'Set OBSGEO-L to -156.256400 from OBSGEO-[XYZ].\n", | |
"Set OBSGEO-B to 20.706700 from OBSGEO-[XYZ].\n", | |
"Set OBSGEO-H to 3063.997 from OBSGEO-[XYZ]'. [astropy.wcs.wcs]\n", | |
"2025-04-03 16:19:18 - astropy - WARNING: FITSFixedWarning: 'obsfix' made the change 'Set OBSGEO-L to -156.256400 from OBSGEO-[XYZ].\n", | |
"Set OBSGEO-B to 20.706700 from OBSGEO-[XYZ].\n", | |
"Set OBSGEO-H to 3063.997 from OBSGEO-[XYZ]'.\n" | |
] | |
}, | |
{ | |
"data": { | |
"text/plain": [ | |
"WCS Keywords\n", | |
"\n", | |
"Number of WCS axes: 3\n", | |
"CTYPE : 'HPLN-TAN' 'HPLT-TAN' 'AWAV' \n", | |
"CRVAL : -0.2680402941031709 -0.13657228043607697 1.083e-06 \n", | |
"CRPIX : -296.67219291635274 1010.0 1.0 \n", | |
"PC1_1 PC1_2 PC1_3 : 0.8911517671720335 -0.45370533153817 0.0 \n", | |
"PC2_1 PC2_2 PC2_3 : 0.45370533153817 0.8911517671720341 0.0 \n", | |
"PC3_1 PC3_2 PC3_3 : 0.0 0.0 1.0 \n", | |
"CDELT : 1.4744444444444445e-05 1.4744444444444445e-05 1e-09 \n", | |
"NAXIS : 1756 1894 1" | |
] | |
}, | |
"execution_count": 15, | |
"metadata": {}, | |
"output_type": "execute_result" | |
} | |
], | |
"source": [ | |
"ci_fwcs = WCS(dict(CSZSML.headers[0]))\n", | |
"ci_fwcs" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 16, | |
"id": "df3942ab-895e-40e7-8370-725150bcbb91", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/plain": [ | |
"<SkyCoord (Helioprojective: obstime=2025-03-23T23:36:00.749, rsun=695700.0 km, observer=<HeliographicStonyhurst Coordinate (obstime=2025-03-23T23:36:00.749, rsun=695700.0 km): (lon, lat, radius) in (deg, deg, m)\n", | |
" (-0.00093121, -6.91451026, 1.49132099e+11)>): (Tx, Ty) in arcsec\n", | |
" [[(-926.56491906, -532.21951279), (-926.09189426, -531.97868578),\n", | |
" (-925.61886946, -531.73785878), ..., (-844.73167833, -490.55640455),\n", | |
" (-844.25865413, -490.31557714), (-843.78562994, -490.07474973)],\n", | |
" [(-926.80574684, -531.74648957), (-926.33272205, -531.50566257),\n", | |
" (-925.85969725, -531.26483556), ..., (-844.97250638, -490.0833816 ),\n", | |
" (-844.49948218, -489.8425542 ), (-844.02645799, -489.60172679)],\n", | |
" [(-927.04657463, -531.27346635), (-926.57354983, -531.03263935),\n", | |
" (-926.10052504, -530.79181235), ..., (-845.21333442, -489.61035865),\n", | |
" (-844.74031022, -489.36953125), (-844.26728603, -489.12870385)],\n", | |
" ...,\n", | |
" [(-971.59967058, -443.76415521), (-971.12664612, -443.52332846),\n", | |
" (-970.65362167, -443.28250171), ..., (-889.76648199, -402.10109883),\n", | |
" (-889.29345805, -401.86027176), (-888.82043411, -401.6194447 )],\n", | |
" [(-971.84049788, -443.29113186), (-971.36747343, -443.05030511),\n", | |
" (-970.89444898, -442.80947837), ..., (-890.00730959, -401.62807576),\n", | |
" (-889.53428565, -401.3872487 ), (-889.06126172, -401.14642163)],\n", | |
" [(-972.08132518, -442.81810851), (-971.60830073, -442.57728177),\n", | |
" (-971.13527628, -442.33645502), ..., (-890.24813719, -401.1550527 ),\n", | |
" (-889.77511326, -400.91422564), (-889.30208932, -400.67339857)]]>" | |
] | |
}, | |
"execution_count": 16, | |
"metadata": {}, | |
"output_type": "execute_result" | |
} | |
], | |
"source": [ | |
"fwcs_coords = ci_fwcs.array_index_to_world(0, *cel_coords)[0]\n", | |
"fwcs_coords" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 17, | |
"id": "b5477cf5-69ec-4481-b5ad-210d335e3be3", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/plain": [ | |
"True" | |
] | |
}, | |
"execution_count": 17, | |
"metadata": {}, | |
"output_type": "execute_result" | |
} | |
], | |
"source": [ | |
"u.allclose(gwcs_coords.Tx, fwcs_coords.Tx)" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 18, | |
"id": "f919da6d-ab60-4386-89a9-d85af1c0b8a2", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/plain": [ | |
"True" | |
] | |
}, | |
"execution_count": 18, | |
"metadata": {}, | |
"output_type": "execute_result" | |
} | |
], | |
"source": [ | |
"u.allclose(gwcs_coords.Ty, fwcs_coords.Ty)" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 19, | |
"id": "79efa8ae-0bed-4abb-aad1-52108e5dfc87", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"application/vnd.jupyter.widget-view+json": { | |
"model_id": "17bc2f67581e45ca91a6b08bdca85eb0", | |
"version_major": 2, | |
"version_minor": 0 | |
}, | |
"image/png": 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", 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"\n", | |
" <div style=\"display: inline-block;\">\n", | |
" <div class=\"jupyter-widgets widget-label\" style=\"text-align: center;\">\n", | |
" Figure\n", | |
" </div>\n", | |
" <img 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' width=640.0/>\n", | |
" </div>\n", | |
" " | |
], | |
"text/plain": [ | |
"Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" | |
] | |
}, | |
"metadata": {}, | |
"output_type": "display_data" | |
} | |
], | |
"source": [ | |
"fig, ax = plt.subplots(ncols=2)\n", | |
"_ = ax[0].scatter(gwcs_coords.Tx, gwcs_coords.Ty)\n", | |
"_ = ax[1].scatter(fwcs_coords.Tx, fwcs_coords.Ty)" | |
] | |
} | |
], | |
"metadata": { | |
"kernelspec": { | |
"display_name": "Python 3 (ipykernel)", | |
"language": "python", | |
"name": "python3" | |
}, | |
"language_info": { | |
"codemirror_mode": { | |
"name": "ipython", | |
"version": 3 | |
}, | |
"file_extension": ".py", | |
"mimetype": "text/x-python", | |
"name": "python", | |
"nbconvert_exporter": "python", | |
"pygments_lexer": "ipython3", | |
"version": "3.13.1" | |
} | |
}, | |
"nbformat": 4, | |
"nbformat_minor": 5 | |
} |
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