From 6f54ca8395edf7c12c5d98088dfc84799086dffe Mon Sep 17 00:00:00 2001 From: Ryan Brost Date: Fri, 7 Jun 2024 14:00:51 -0600 Subject: [PATCH 1/2] docs: Validated that demo notebook 01 is working with python 3.12.4, ensured that fresh pyscan install with ipykernel succeeded, and cleaned up note + updated authorship in setup.py. --- demo_notebooks/01-example_property_scans.ipynb | 8 ++++---- setup.py | 3 +-- 2 files changed, 5 insertions(+), 6 deletions(-) diff --git a/demo_notebooks/01-example_property_scans.ipynb b/demo_notebooks/01-example_property_scans.ipynb index a9680afb..19e01f0b 100644 --- a/demo_notebooks/01-example_property_scans.ipynb +++ b/demo_notebooks/01-example_property_scans.ipynb @@ -161,7 +161,7 @@ "outputs": [ { "data": { - "image/png": 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", + "image/png": 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", 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" ] @@ -221,7 +221,7 @@ "outputs": [ { "data": { - "image/png": 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FhYWFRZ578skn1b17d91www26++67dejQIY0bN07NmzfXrbfe6uv31ltv6fbbb9dll12m4cOH67PPPvMb5/LLL/cFs+uvv14ffPCBJkyYoGrVqvmtf0xMjJo2bep7PGHCBF166aWqWbOm0tLStGDBAn366ad6//33y3SOzR9t3bpV+/fvl3TicJQxxncF5jZt2vhCzKhRo5ScnKw+ffpo+PDhqlSpktasWaPp06erW7duatmypSTp0KFD6tKli9LT0zV//nwdOnTI78rbderU8YWm4l77k1e87tixo+Li4nztpX2dLrvsshLXtVmzZqe8cjYQUuW9Swo416xevdq3a3/37t1+z/3yyy9m6NChpnHjxqZy5comOjratGjRwjzzzDOmsLDQ1y8vL888+OCDpm7duiYqKsp07tzZ7Nixo8RvjZ3JobH+/fubqKio0x6GON2hjD/bunWrueqqq0ylSpVMTEyM6du3r/n++++LrbOkn3Xr1p22puIuqGjMie1wxRVXmMjISFO1alUzePDgIhf7O3kV65J+9u3b5+t7qn5/Pkx11113mQsvvNC4XC4TFxdn+vfvb7788stTrsvpDo2dqtaFCxf69V26dKn5y1/+YuLi4kzlypVNs2bNzGOPPeZ3AcXTHW4s7luLf1TSe6wsr9Of8a0xnI0cxnC2GlCR1ahRQ7fccsspTxAGALsiCAEV2DfffKP27dtr7969foc3AAAnEIQAAIBtcR0hAABgW+UahD7++GP16dNHtWrVksPh0PLly0+7zIYNG5SYmKjIyEg1aNBAL774ovWFAgCACqlcg9Dvv/+uli1b6vnnny9V/3379qlXr17q1KmTUlNT9dBDDyk5OVlLly61uFIAAFARnTXnCDkcDi1btkx9+/Ytsc/f//53rVixQrt27fK1jRgxQl988YXvYmIAAACldU5dUPGTTz4pchXfHj16aP78+SooKJDT6Sx2uby8POXl5fkee71eHTlyRNWqVTvlDRoBAMDZwxijnJwc1apVK2g3OD6ngtDBgwcVHx/v1xYfH6/CwkJlZGSoZs2axS43bdo0TZkyJRQlAgAAi/3www9+t5M5E+dUEJJUZA/OySN7p9qzM378eI0ePdr3OCsrSxdeeKHqTpmosMjIUs3rjbD+CKJxeS2fw2HxHOFOj6XjS5LTVWj5HG6X9esRGVFg+RzRrrzTdzoDlZ3Wr8N5EcctnyMmwtrXSZLOizhm+RxVnEctHT823NrxJen8sN8tnyMU6xEbZv379vwwa3//YsOsjwgxYaX7DD4pO9erhFb7ffc4DIZzKgjVqFFDBw8e9Gs7dOiQIiIiVK1atRKXc7vdxd7oMSwystRBSE6CUGmEhSBAhIcgCIVijgin9d9ViHBZO77Taf2hZZfT+t8LV4T1c7gjrH9PRTqt/ZMeFW79R0alP9xI1iqVQzBHdJAO25zKeRbPEROCdYgJC2xbBPO0lnPqOkLt27dXSkqKX9vq1avVunXrEs8PAgAAKEm5BqHc3Fzt2LHDd0fqffv2aceOHUpLS5N04pDW4MGDff1HjBihAwcOaPTo0dq1a5cWLFig+fPna+zYseVRPgAAOMeV66GxrVu3qkuXLr7HJ8/jGTJkiBYtWqT09HRfKJKk+vXra+XKlRo1apReeOEF1apVS7NmzVL//v1DXjsAADj3lWsQuvLKK3WqyxgtWrSoSFvnzp21fft2C6sCAAB2cU6dIwQAABBMBCEAAGBbBCEAAGBbBCEAAGBbBCEAAGBbBCEAAGBbBCEAAGBbBCEAAGBbBCEAAGBbBCEAAGBbBCEAAGBb5XqvsfIWnhOm8ILSZUGvq+R7ogWL1+2wfo58a7Nvocv6bO1xhVs+R77L+l+NvBDMcazAaen4uc4CS8eXpFyXy/I5sp2Rls8RE4I5sgujLB3/t4hjlo4vSZnOSpbPUSX8qOVzVA3PtXyOTIvXo0qY9du7alhOmfrnFHqDXgN7hAAAgG0RhAAAgG0RhAAAgG0RhAAAgG0RhAAAgG0RhAAAgG0RhAAAgG0RhAAAgG0RhAAAgG0RhAAAgG0RhAAAgG0RhAAAgG0RhAAAgG0RhAAAgG0RhAAAgG0RhAAAgG0RhAAAgG0RhAAAgG0RhAAAgG0RhAAAgG0RhAAAgG0RhAAAgG0RhAAAgG0RhAAAgG0RhAAAgG0RhAAAgG0RhAAAgG0RhAAAgG0RhAAAgG0RhAAAgG0RhAAAgG0RhAAAgG0RhAAAgG0RhAAAgG0RhAAAgG0RhAAAgG1FlHcB5cn5uxReWLq+HpfD2mIkefNDMIfLWDu+OxSvk/X5vdBl/RweV7jlc+S7rP0Vz7N4fEk6VuC0fI5cZ4H1c7hcls+R7Yy0dPwYi8eXpOzCKMvn+C3imOVzZDorWT5HlfCjlo5fNTzX0vElKbOM6/B7oUfSoaDWwB4hAABgWwQhAABgWwQhAABgWwQhAABgWwQhAABgWwQhAABgWwQhAABgWwQhAABgWwQhAABgWwQhAABgWwQhAABgWwQhAABgWwQhAABgWwQhAABgW2dFEJo9e7bq16+vyMhIJSYmauPGjafsv3jxYrVs2VKVKlVSzZo1deutt+rw4cMhqhYAAFQU5R6ElixZopEjR2rChAlKTU1Vp06d1LNnT6WlpRXbf9OmTRo8eLBuv/12ffPNN3rrrbf0+eef64477ghx5QAA4FxX7kFoxowZuv3223XHHXeoSZMmmjlzpurWras5c+YU2/+///2v6tWrp+TkZNWvX19/+ctfNHz4cG3dujXElQMAgHNduQah/Px8bdu2TUlJSX7tSUlJ2rJlS7HLdOjQQT/++KNWrlwpY4x++eUXvf322+rdu3eJ8+Tl5Sk7O9vvBwAAoFyDUEZGhjwej+Lj4/3a4+PjdfDgwWKX6dChgxYvXqwBAwbI5XKpRo0aqlKlip577rkS55k2bZpiY2N9P3Xr1g3qegAAgHNTuR8akySHw+H32BhTpO2knTt3Kjk5WY888oi2bdumDz/8UPv27dOIESNKHH/8+PHKysry/fzwww9BrR8AAJybIspz8ri4OIWHhxfZ+3Po0KEie4lOmjZtmjp27KgHHnhAktSiRQtVrlxZnTp10uOPP66aNWsWWcbtdsvtdgd/BQAAwDmtXPcIuVwuJSYmKiUlxa89JSVFHTp0KHaZo0ePKizMv+zw8HBJJ/YkAQAAlFa5HxobPXq05s2bpwULFmjXrl0aNWqU0tLSfIe6xo8fr8GDB/v69+nTR++8847mzJmjvXv3avPmzUpOTlbbtm1Vq1at8loNAABwDirXQ2OSNGDAAB0+fFiPPvqo0tPT1bx5c61cuVIJCQmSpPT0dL9rCg0dOlQ5OTl6/vnnNWbMGFWpUkVdu3bVk08+WV6rAAAAzlEOY8PjSdnZ2YqNjdUlo55QuDuyVMt4XBYXJckbkjms3dxet/VvJ6/T+jmMy2v5HI4QzBHu8lg6vstVaOn4kuQOwRxRzgLL54h25Vk/hzPf0vFjnMctHV+SYiJCMccxy+c43/m75XNUCT9q6fhVw3MtHV8q+zr8nuPRNS32KCsrSzExMUGpodwPjQEAAJQXghAAALAtghAAALAtghAAALAtghAAALAtghAAALAtghAAALAtghAAALAtghAAALAtghAAALAtghAAALCtcr/panly/i6Fl/IWQ2EV5F5jHpfD0vG9+daOL1l/vzRJ8rpDsB751v8/pNBl7RweV7il40tSvsv6P1N5IZjjWIHT8jlyLb5nWq7L+j9S2c7S3f/xTMSEYI7swijL5/jN4numZTorWTq+VPZ7jR0rKJS0J6g1sEcIAADYFkEIAADYFkEIAADYFkEIAADYFkEIAADYFkEIAADYFkEIAADYFkEIAADYFkEIAADYFkEIAADYFkEIAADYFkEIAADYFkEIAADYFkEIAADYFkEIAADYFkEIAADYFkEIAADYFkEIAADYFkEIAADYFkEIAADYFkEIAADYFkEIAADYFkEIAADYFkEIAADYFkEIAADYFkEIAADYFkEIAADYFkEIAADYFkEIAADYFkEIAADYFkEIAADYFkEIAADYFkEIAADYFkEIAADYFkEIAADYFkEIAADYVkR5F1CeXDlG4S5Tqr6FbofF1Uhel+VTKMziOUKxDh5XCLZFfii2d+nee2c0h8XvW2++9f+XKnRZP4fHFW75HPku6//c5lk8x7ECp6XjS1Kus8D6OVzW/6HKdkZaPkeMxXNkF0ZZOr4k/RZxrEz9844H//3BHiEAAGBbBCEAAGBbBCEAAGBbBCEAAGBbBCEAAGBbBCEAAGBbBCEAAGBbBCEAAGBbBCEAAGBbBCEAAGBbBCEAAGBbBCEAAGBbBCEAAGBbBCEAAGBbZ0UQmj17turXr6/IyEglJiZq48aNp+yfl5enCRMmKCEhQW63WxdddJEWLFgQomoBAEBFEVHeBSxZskQjR47U7Nmz1bFjR82dO1c9e/bUzp07deGFFxa7zI033qhffvlF8+fPV8OGDXXo0CEVFhaGuHIAAHCuK/cgNGPGDN1+++264447JEkzZ87UqlWrNGfOHE2bNq1I/w8//FAbNmzQ3r17VbVqVUlSvXr1QlkyAACoIMr10Fh+fr62bdumpKQkv/akpCRt2bKl2GVWrFih1q1b66mnnlLt2rXVqFEjjR07VseOHStxnry8PGVnZ/v9AAAAlOseoYyMDHk8HsXHx/u1x8fH6+DBg8Uus3fvXm3atEmRkZFatmyZMjIydPfdd+vIkSMlnic0bdo0TZkyJej1AwCAc1vAe4QyMzM1b948jR8/XkeOHJEkbd++XT/99FOZx3I4HH6PjTFF2k7yer1yOBxavHix2rZtq169emnGjBlatGhRiXuFxo8fr6ysLN/PDz/8UOYaAQBAxRPQHqEvv/xS3bp1U2xsrPbv368777xTVatW1bJly3TgwAG98sorpRonLi5O4eHhRfb+HDp0qMheopNq1qyp2rVrKzY21tfWpEkTGWP0448/6uKLLy6yjNvtltvtLsMaAgAAOwhoj9Do0aM1dOhQfffdd4qMjPS19+zZUx9//HGpx3G5XEpMTFRKSopfe0pKijp06FDsMh07dtTPP/+s3NxcX9vu3bsVFhamOnXqlHFNAACAnQUUhD7//HMNHz68SHvt2rVLPLenJKNHj9a8efO0YMEC7dq1S6NGjVJaWppGjBgh6cRhrcGDB/v6Dxw4UNWqVdOtt96qnTt36uOPP9YDDzyg2267TVFRUYGsDgAAsKmADo1FRkYW+82rb7/9VhdccEGZxhowYIAOHz6sRx99VOnp6WrevLlWrlyphIQESVJ6errS0tJ8/aOjo5WSkqL77rtPrVu3VrVq1XTjjTfq8ccfD2RVAACAjTmMMaasCw0bNky//vqr/v3vf6tq1ar68ssvFR4err59++r//u//NHPmTAtKDZ7s7GzFxsaq1c1TFe6KPP0CkgrdxZ+8HUxel+VTyGPxHBVhHaTQrIfXVeZfvbLP4bZ2Dq/T+nUwLq/lczhCMEe4y2P5HC6XtReWdVs8viRFOQssnyPalWf9HM58y+eIcR63dvwIa8c/MUfJl74pTl5ugaZ3fE9ZWVmKiYkJSg0BHRr75z//qV9//VXVq1fXsWPH1LlzZzVs2FDnnXeepk6dGpTCAAAArBbQobGYmBht2rRJa9eu1fbt2+X1etWqVSt169Yt2PUBAABY5owuqNi1a1d17do1WLUAAACEVEBBaNasWcW2OxwORUZGqmHDhvq///s/hYeHn1FxAAAAVgooCD3zzDP69ddfdfToUZ1//vkyxigzM1OVKlVSdHS0Dh06pAYNGmjdunWqW7dusGsGAAAIioBOln7iiSfUpk0bfffddzp8+LCOHDmi3bt3q127dnr22WeVlpamGjVqaNSoUcGuFwAAIGgC2iM0ceJELV26VBdddJGvrWHDhvrnP/+p/v37a+/evXrqqafUv3//oBUKAAAQbAHtEUpPT1dhYdHrSRQWFvquLF2rVi3l5OScWXUAAAAWCigIdenSRcOHD1dqaqqvLTU1VXfddZfvW2RfffWV6tevH5wqAQAALBBQEJo/f76qVq2qxMRE353dW7durapVq2r+/PmSTtwKY/r06UEtFgAAIJgCOkeoRo0aSklJ0f/+9z/t3r1bxhg1btxYl1xyia9Ply5dglYkAACAFc7ogoqNGzdW48aNg1VLyDlzvYpwlu4eQ+H51t9rzOOyfg6r75kWint0hVWQe42FYnt7LX7fhuZ+aaF4nQLaOV4mhS7r5/C4rL12W77rjD4ySiUvBHMcK3BaPkduCO6Zluuy9g9VtrN09+I8EzFlnCP/ePDv4RbwO+7HH3/UihUrlJaWpvx8/8JmzJhxxoUBAABYLaAgtGbNGl1zzTWqX7++vv32WzVv3lz79++XMUatWrUKdo0AAACWCGhf7fjx4zVmzBh9/fXXioyM1NKlS/XDDz+oc+fOuuGGG4JdIwAAgCUCCkK7du3SkCFDJEkRERE6duyYoqOj9eijj+rJJ58MaoEAAABWCSgIVa5cWXl5eZJOXDhxz549vucyMjKCUxkAAIDFAjpH6IorrtDmzZvVtGlT9e7dW2PGjNFXX32ld955R1dccUWwawQAALBEQEFoxowZys3NlSRNnjxZubm5WrJkiRo2bKhnnnkmqAUCAABYJaAg1KBBA9+/K1WqpNmzZwetIAAAgFAJ6ByhBg0a6PDhw0XaMzMz/UISAADA2SygILR//355PJ4i7Xl5efrpp5/OuCgAAIBQKNOhsRUrVvj+vWrVKsXGxvoeezwerVmzRvXq1QtacQAAAFYqUxDq27evJMnhcPiuI3SS0+lUvXr1uOM8AAA4Z5QpCHm9J25QWr9+fX3++eeKi4uzpCgAAIBQCOhbY/v27Qt2HQAAACFX6iA0a9asUg+anJwcUDEAAAChVOogVNoLJTocDoIQAAA4J5Q6CHE4DAAAVDQBXUfoj4wxMsYEoxYAAICQCjgIvfLKK7r00ksVFRWlqKgotWjRQq+++mowawMAALBUwDddffjhh3XvvfeqY8eOMsZo8+bNGjFihDIyMjRq1Khg1wkAABB0AQWh5557TnPmzNHgwYN9bddee62aNWumyZMnE4QAAMA5IaBDY+np6erQoUOR9g4dOig9Pf2MiwIAAAiFgIJQw4YN9e9//7tI+5IlS3TxxRefcVEAAAChENChsSlTpmjAgAH6+OOP1bFjRzkcDm3atElr1qwpNiABAACcjQLaI9S/f399+umniouL0/Lly/XOO+8oLi5On332mfr16xfsGgEAACwR0B4hSUpMTNRrr70WzFoAAABCKqA9Ql26dNH8+fOVlZUV7HoAAABCJqAgdOmll2rixImqUaOG+vfvr+XLlys/Pz/YtQEAAFgqoCA0a9Ys/fTTT/rPf/6j8847T0OGDFGNGjU0bNgwbdiwIdg1AgAAWCLgW2yEhYUpKSlJixYt0i+//KK5c+fqs88+U9euXYNZHwAAgGUCPln6pIMHD+rNN9/Ua6+9pi+//FJt2rQJRl0AAACWC2iPUHZ2thYuXKju3burbt26mjNnjvr06aPdu3fr008/DXaNAAAAlghoj1B8fLzOP/983XjjjXriiSfYCwQAAM5JAQWh//znP+rWrZvCwk69Q2nz5s1q3bq13G53QMUBAABYKaBDY0lJSacNQZLUs2dP/fTTT4FMAQAAYLmAvzVWGsYYK4cHAAA4I2f8rbFzmSunUBERhaXq63FZmhlPzBFp/Rzh+Q5Lx/e4rB1fkgrd1s/hdVk+hcJCMIfV6xGK7e21+D0rSV6X9f9p84bifZtv7d+QwlD8HXSFWz5Hvsv6j768EMxxrMBp6fi5zgJLx5ekXFfZ/kgVHssLeg3Wv6sBAADOUgQhAABgW5YGIYfD+l3BAAAAgeJkaQAAYFuWns2Vk5Nj5fAAAABnpMx7hL744gs9/vjjmj17tjIyMvyey87O1m233Ra04gAAAKxUpiC0evVqtW3bVm+++aaefPJJNWnSROvWrfM9f+zYMb388stBLxIAAMAKZQpCkydP1tixY/X1119r//79evDBB3XNNdfoww8/tKo+AAAAy5TpHKFvvvlGr776qqQT3wh74IEHVKdOHV1//fV644031LZtW0uKBAAAsEKZgpDb7VZmZqZf280336ywsDDddNNNmj59ejBrAwAAsFSZgtBll12mdevWKTEx0a99wIAB8nq9GjJkSFCLAwAAsFKZgtBdd92ljz/+uNjnbr75ZknSSy+9dOZVAQAAhECZTpbu16+fnnnmGd16661as2ZNkQsm3nzzzX7fIgMAADibBXRl6cOHD6t3796qU6eOxowZox07dgS5LAAAAOsFFIRWrFihgwcPatKkSdq2bZsSExPVtGlTPfHEE9q/f3+Zx5s9e7bq16+vyMhIJSYmauPGjaVabvPmzYqIiNBll11W5jkBAAACvtdYlSpVNGzYMK1fv14HDhzQrbfeqldffVUNGzYs0zhLlizRyJEjNWHCBKWmpqpTp07q2bOn0tLSTrlcVlaWBg8erKuuuirQVQAAADZ3xjddLSgo0NatW/Xpp59q//79io+PL9PyM2bM0O2336477rhDTZo00cyZM1W3bl3NmTPnlMsNHz5cAwcOVPv27c+kfAAAYGMBB6F169bpzjvvVHx8vIYMGaLzzjtP7777rn744YdSj5Gfn69t27YpKSnJrz0pKUlbtmwpcbmFCxdqz549mjRpUqnmycvLU3Z2tt8PAABAQHefr1Onjg4fPqwePXpo7ty56tOnjyIjI8s8TkZGhjweT5G9SPHx8Tp48GCxy3z33XcaN26cNm7cqIiI0pU/bdo0TZkypcz1AQCAii2gIPTII4/ohhtu0Pnnnx+UIhwOh99jY0yRNknyeDwaOHCgpkyZokaNGpV6/PHjx2v06NG+x9nZ2apbt27gBQMAgAohoCA0bNiwoEweFxen8PDwInt/Dh06VOy5Rjk5Odq6datSU1N17733SpK8Xq+MMYqIiNDq1avVtWvXIsu53W653e6g1AwAACqOMz5Z+ky4XC4lJiYqJSXFrz0lJUUdOnQo0j8mJkZfffWVduzY4fsZMWKELrnkEu3YsUPt2rULVekAAKACCGiPUDCNHj1at9xyi1q3bq327dvrpZdeUlpamkaMGCHpxGGtn376Sa+88orCwsLUvHlzv+WrV6+uyMjIIu0AAACnU+5BaMCAATp8+LAeffRRpaenq3nz5lq5cqUSEhIkSenp6ae9phAAAEAgHObPNwyzgezsbMXGxqrTlZMUEVG6b7t5XNYfRfREhmAOd9GT0IM6vsva8SWp0OJ1kCSvy/Ip5AnBHFavR0VYhxNzWP9n0OsOwRxOa+cwLq+l40uSIwRzhLs8ls/hchVaPofb4jminAWWji9J0a68MvUv/D1P66+eo6ysLMXExASlhnI9RwgAAKA8EYQAAIBtEYQAAIBtEYQAAIBtEYQAAIBtEYQAAIBtEYQAAIBtEYQAAIBtEYQAAIBtEYQAAIBtEYQAAIBtlftNV8uTMytPEeGlu29VuNv6l8qTH279HBbfMy0U90sLz7f+XmPcM610wirIvcZCsb29IXjfWn3PNG8o3rP51v8NKQzFvSNd1v89z3dZ+7mUZ/H4knSswFmm/p6jZetfGuwRAgAAtkUQAgAAtkUQAgAAtkUQAgAAtkUQAgAAtkUQAgAAtkUQAgAAtkUQAgAAtkUQAgAAtkUQAgAAtkUQAgAAtkUQAgAAtkUQAgAAtkUQAgAAtkUQAgAAtkUQAgAAtkUQAgAAtkUQAgAAtkUQAgAAtkUQAgAAtkUQAgAAtkUQAgAAtkUQAgAAtkUQAgAAtkUQAgAAtkUQAgAAtkUQAgAAtkUQAgAAtkUQAgAAtkUQAgAAtkUQAgAAtkUQAgAAtkUQAgAAtkUQAgAAtkUQAgAAtkUQAgAAthVR3gWUp7CsowoL85SqryPKZXE1Ulie0/I5wt3WbnJPfril40uSx2V9fvdEWj9HeL7D8jk8LmvnKHRbvw5e63/1FBaCOUKxHlZvb28I3rNel7F+jlC8b/Ot/xtSaPHfQo/L+r/n+a6yfSZ5jwa/BvYIAQAA2yIIAQAA2yIIAQAA2yIIAQAA2yIIAQAA2yIIAQAA2yIIAQAA2yIIAQAA2yIIAQAA2yIIAQAA2yIIAQAA2yIIAQAA2yIIAQAA2yIIAQAA2zorgtDs2bNVv359RUZGKjExURs3biyx7zvvvKPu3bvrggsuUExMjNq3b69Vq1aFsFoAAFBRlHsQWrJkiUaOHKkJEyYoNTVVnTp1Us+ePZWWllZs/48//ljdu3fXypUrtW3bNnXp0kV9+vRRampqiCsHAADnOocxxpRnAe3atVOrVq00Z84cX1uTJk3Ut29fTZs2rVRjNGvWTAMGDNAjjzxSqv7Z2dmKjY1VtwbJighzl2oZE+UqVb8zYdxOy+fwuiMsHd8TFW7p+JLkcVmf3z2RIZjD7bB+Dpe1cxSGYB281v/qyROCOSrCeoRiHbwu6z+SvO4QzOG0fg7j8lo6vsPi8SUp3OUpU3/v0ePaf9vjysrKUkxMTFBqKNc9Qvn5+dq2bZuSkpL82pOSkrRly5ZSjeH1epWTk6OqVauW2CcvL0/Z2dl+PwAAAOUahDIyMuTxeBQfH+/XHh8fr4MHD5ZqjOnTp+v333/XjTfeWGKfadOmKTY21vdTt27dM6obAABUDOV+jpAkORz+u9eNMUXaivPGG29o8uTJWrJkiapXr15iv/HjxysrK8v388MPP5xxzQAA4Nxn7QkjpxEXF6fw8PAie38OHTpUZC/Rny1ZskS333673nrrLXXr1u2Ufd1ut9zu0p0LBAAA7KNc9wi5XC4lJiYqJSXFrz0lJUUdOnQocbk33nhDQ4cO1euvv67evXtbXSYAAKigynWPkCSNHj1at9xyi1q3bq327dvrpZdeUlpamkaMGCHpxGGtn376Sa+88oqkEyFo8ODBevbZZ3XFFVf49iZFRUUpNja23NYDAACce8o9CA0YMECHDx/Wo48+qvT0dDVv3lwrV65UQkKCJCk9Pd3vmkJz585VYWGh7rnnHt1zzz2+9iFDhmjRokWhLh8AAJzDyv06QuWB6whZh+sIlWEOriNUKhXh+jtSxVgPriNUhjm4jlCp2P46QgAAAOWJIAQAAGyLIAQAAGyLIAQAAGyLIAQAAGyLIAQAAGyLIAQAAGyLIAQAAGyLIAQAAGyLIAQAAGyLIAQAAGyr3G+6Wp7Mb1kyYaW7eY7jeJTF1UiOyNLd9+yM5rD4nmlhedbfLy3c4vulSZInn3umlUZ4/rl/vzSp4twzrZR/zgIWmvulhWBbhOB9G5p7plm7Ht586/9GFZbx76D3WNnuTVYa7BECAAC2RRACAAC2RRACAAC2RRACAAC2RRACAAC2RRACAAC2RRACAAC2RRACAAC2RRACAAC2RRACAAC2RRACAAC2RRACAAC2RRACAAC2RRACAAC2RRACAAC2RRACAAC2RRACAAC2RRACAAC2RRACAAC2RRACAAC2RRACAAC2RRACAAC2RRACAAC2RRACAAC2RRACAAC2RRACAAC2RRACAAC2RRACAAC2RRACAAC2RRACAAC2RRACAAC2RRACAAC2RRACAAC2RRACAAC2RRACAAC2RRACAAC2FVHeBZQnz2+ZcjicpeobFnXc4mokR1Sk9XMcj7J2/Ei3peNLkiPKZfkcYXmle1+ciXC39b9+nvxwa8d3Wf9/KU+k9XOE5zssn8Pjsn6OQre1c3it/9VTWAjmCMV6hGJ7ey1+33pdxtLxJclbxves43jw/6axRwgAANgWQQgAANgWQQgAANgWQQgAANgWQQgAANgWQQgAANgWQQgAANgWQQgAANgWQQgAANgWQQgAANgWQQgAANgWQQgAANgWQQgAANjWWRGEZs+erfr16ysyMlKJiYnauHHjKftv2LBBiYmJioyMVIMGDfTiiy+GqFIAAFCRlHsQWrJkiUaOHKkJEyYoNTVVnTp1Us+ePZWWllZs/3379qlXr17q1KmTUlNT9dBDDyk5OVlLly4NceUAAOBc5zDGmPIsoF27dmrVqpXmzJnja2vSpIn69u2radOmFen/97//XStWrNCuXbt8bSNGjNAXX3yhTz75pFRzZmdnKzY2VlfqWkU4nKVaJiwqqlT9zoQjKjIEc1i8HpFua8eXZKJc1s/hLt374kx43RGWz+GJCrd2fJf1/5fyRIZgDrfD+jlc1s9RaPF6eK3/1ZMnBHOwHqUd3/p44HWXbQ7v8eM68PeJysrKUkxMTFBqKNc9Qvn5+dq2bZuSkpL82pOSkrRly5Zil/nkk0+K9O/Ro4e2bt2qgoICy2oFAAAVj/X/JT2FjIwMeTwexcfH+7XHx8fr4MGDxS5z8ODBYvsXFhYqIyNDNWvWLLJMXl6e8vLyfI+zsrIkSYUqkEoZRsOMtf+zliSH1/pcavkcXmuHlyTjsf5/KcbjsXwOb2EI9ggVWrxHyBGCvTXhIZgjzPq9NV6FYK+Tw+I9QpaOfkIIfr3lDcEcIVkPizeICcEL5S3jQSnv8eOSpGAezCrXIHSS40+/vMaYIm2n619c+0nTpk3TlClTirRv0srSF3ms9F0DFoo5fgvBHAAAWOjw4cOKjY0NyljlGoTi4uIUHh5eZO/PoUOHiuz1OalGjRrF9o+IiFC1atWKXWb8+PEaPXq073FmZqYSEhKUlpYWtBcSgcnOzlbdunX1ww8/BO14LwLDtjh7sC3OHmyLs0tWVpYuvPBCVa1aNWhjlmsQcrlcSkxMVEpKivr16+drT0lJ0bXXXlvsMu3bt9e7777r17Z69Wq1bt1aTmfxJ7i63W653UVP4o2NjeWNfZaIiYlhW5wl2BZnD7bF2YNtcXYJCwveIfNy//r86NGjNW/ePC1YsEC7du3SqFGjlJaWphEjRkg6sTdn8ODBvv4jRozQgQMHNHr0aO3atUsLFizQ/PnzNXbs2PJaBQAAcI4q93OEBgwYoMOHD+vRRx9Venq6mjdvrpUrVyohIUGSlJ6e7ndNofr162vlypUaNWqUXnjhBdWqVUuzZs1S//79y2sVAADAOarcg5Ak3X333br77ruLfW7RokVF2jp37qzt27cHPJ/b7dakSZOKPVyG0GJbnD3YFmcPtsXZg21xdrFie5T7BRUBAADKS7mfIwQAAFBeCEIAAMC2CEIAAMC2CEIAAMC2KmQQmj17turXr6/IyEglJiZq48aNp+y/YcMGJSYmKjIyUg0aNNCLL74YokrtoSzb45133lH37t11wQUXKCYmRu3bt9eqVatCWG3FVtbfjZM2b96siIgIXXbZZdYWaCNl3RZ5eXmaMGGCEhIS5Ha7ddFFF2nBggUhqrZiK+u2WLx4sVq2bKlKlSqpZs2auvXWW3X48OEQVVtxffzxx+rTp49q1aolh8Oh5cuXn3aZoHx+mwrmzTffNE6n0/zrX/8yO3fuNPfff7+pXLmyOXDgQLH99+7daypVqmTuv/9+s3PnTvOvf/3LOJ1O8/bbb4e48oqprNvj/vvvN08++aT57LPPzO7du8348eON0+k027dvD3HlFU9Zt8VJmZmZpkGDBiYpKcm0bNkyNMVWcIFsi2uuuca0a9fOpKSkmH379plPP/3UbN68OYRVV0xl3RYbN240YWFh5tlnnzV79+41GzduNM2aNTN9+/YNceUVz8qVK82ECRPM0qVLjSSzbNmyU/YP1ud3hQtCbdu2NSNGjPBra9y4sRk3blyx/R988EHTuHFjv7bhw4ebK664wrIa7aSs26M4TZs2NVOmTAl2abYT6LYYMGCAmThxopk0aRJBKEjKui0++OADExsbaw4fPhyK8mylrNvi6aefNg0aNPBrmzVrlqlTp45lNdpRaYJQsD6/K9Shsfz8fG3btk1JSUl+7UlJSdqyZUuxy3zyySdF+vfo0UNbt25VQUGBZbXaQSDb48+8Xq9ycnKCeoM9Owp0WyxcuFB79uzRpEmTrC7RNgLZFitWrFDr1q311FNPqXbt2mrUqJHGjh2rY8eOhaLkCiuQbdGhQwf9+OOPWrlypYwx+uWXX/T222+rd+/eoSgZfxCsz++z4srSwZKRkSGPx1PkzvXx8fFF7lh/0sGDB4vtX1hYqIyMDNWsWdOyeiu6QLbHn02fPl2///67brzxRitKtI1AtsV3332ncePGaePGjYqIqFB/KspVINti79692rRpkyIjI7Vs2TJlZGTo7rvv1pEjRzhP6AwEsi06dOigxYsXa8CAATp+/LgKCwt1zTXX6LnnngtFyfiDYH1+V6g9Qic5HA6/x8aYIm2n619cOwJT1u1x0htvvKHJkydryZIlql69ulXl2Uppt4XH49HAgQM1ZcoUNWrUKFTl2UpZfi+8Xq8cDocWL16stm3bqlevXpoxY4YWLVrEXqEgKMu22Llzp5KTk/XII49o27Zt+vDDD7Vv3z7fjcIRWsH4/K5Q/82Li4tTeHh4kSR/6NChIqnxpBo1ahTbPyIiQtWqVbOsVjsIZHuctGTJEt1+++1666231K1bNyvLtIWyboucnBxt3bpVqampuvfeeyWd+DA2xigiIkKrV69W165dQ1J7RRPI70XNmjVVu3ZtxcbG+tqaNGkiY4x+/PFHXXzxxZbWXFEFsi2mTZumjh076oEHHpAktWjRQpUrV1anTp30+OOPcxQhhIL1+V2h9gi5XC4lJiYqJSXFrz0lJUUdOnQodpn27dsX6b969Wq1bt1aTqfTslrtIJDtIZ3YEzR06FC9/vrrHHcPkrJui5iYGH311VfasWOH72fEiBG65JJLtGPHDrVr1y5UpVc4gfxedOzYUT///LNyc3N9bbt371ZYWJjq1Kljab0VWSDb4ujRowoL8//oDA8Pl/T/90YgNIL2+V2mU6vPASe/Cjl//nyzc+dOM3LkSFO5cmWzf/9+Y4wx48aNM7fccouv/8mv340aNcrs3LnTzJ8/n6/PB1FZt8frr79uIiIizAsvvGDS09N9P5mZmeW1ChVGWbfFn/GtseAp67bIyckxderUMddff7355ptvzIYNG8zFF19s7rjjjvJahQqjrNti4cKFJiIiwsyePdvs2bPHbNq0ybRu3dq0bdu2vFahwsjJyTGpqakmNTXVSDIzZswwqampvksZWPX5XeGCkDHGvPDCCyYhIcG4XC7TqlUrs2HDBt9zQ4YMMZ07d/brv379enP55Zcbl8tl6tWrZ+bMmRPiiiu2smyPzp07G0lFfoYMGRL6wiugsv5u/BFBKLjKui127dplunXrZqKiokydOnXM6NGjzdGjR0NcdcVU1m0xa9Ys07RpUxMVFWVq1qxpBg0aZH788ccQV13xrFu37pR//636/HYYw748AABgTxXqHCEAAICyIAgBAADbIggBAADbIggBAADbIggBAADbIggBAADbIggBAADbIggBqNDq1aunmTNnlncZAM5SBCEAlklPT9fAgQN1ySWXKCwsTCNHjizvkuRwOLR8+fLyLgPAWYIgBMAyeXl5uuCCCzRhwgS1bNmyvMsBgCIIQgACNnfuXNWuXVter9ev/ZprrtGQIUNUr149Pfvssxo8eLBiY2PLNPaqVasUGRmpzMxMv/bk5GR17tzZ93jp0qVq1qyZ3G636tWrp+nTp5c4Zr169SRJ/fr1k8Ph8D3es2ePrr32WsXHxys6Olpt2rTRRx995Ldsenq6evfuraioKNWvX1+vv/56kcNuWVlZGjZsmKpXr66YmBh17dpVX3zxRZnWG0BoEYQABOyGG25QRkaG1q1b52v77bfftGrVKg0aNOiMxu7WrZuqVKmipUuX+to8Ho/+/e9/+8betm2bbrzxRt1000366quvNHnyZD388MNatGhRsWN+/vnnkqSFCxcqPT3d9zg3N1e9evXSRx99pNTUVPXo0UN9+vRRWlqab9nBgwfr559/1vr167V06VK99NJLOnTokO95Y4x69+6tgwcPauXKldq2bZtatWqlq666SkeOHDmj1wKAhc70brEA7O2aa64xt912m+/x3LlzTY0aNUxhYaFfv86dO5v777+/TGMnJyebrl27+h6vWrXKuFwuc+TIEWOMMQMHDjTdu3f3W+aBBx4wTZs29T1OSEgwzzzzjO+xJLNs2bLTzt20aVPz3HPPGWNO3Pldkvn88899z3/33XdGkm/sNWvWmJiYGHP8+HG/cS666CIzd+7cUq0vgNBjjxCAMzJo0CAtXbpUeXl5kqTFixfrpptuUnh4eFDGXr9+vX7++Wff2L169dL5558vSdq1a5c6duzot0zHjh313XffyePxlHqe33//XQ8++KCaNm2qKlWqKDo6Wv/73/98e4S+/fZbRUREqFWrVr5lGjZs6KtDOrF3Kjc3V9WqVVN0dLTvZ9++fdqzZ0/ArwEAa0WUdwEAzm19+vSR1+vV+++/rzZt2mjjxo2aMWNGUMZu27atLrroIr355pu66667tGzZMi1cuND3vDFGDofDbxljTJnneeCBB7Rq1Sr985//VMOGDRUVFaXrr79e+fn5pxzzj+1er1c1a9bU+vXri/SrUqVKmWsCEBoEIQBnJCoqStddd50WL16s77//Xo0aNVJiYmLQxh84cKAWL16sOnXqKCwsTL179/Y917RpU23atMmv/5YtW9SoUaMS90g5nc4ie4s2btyooUOHql+/fpJOnDO0f/9+3/ONGzdWYWGhUlNTfev2/fff+53I3apVKx08eFARERG+k7ABnP04NAbgjA0aNEjvv/++FixYoL/97W9+z+3YsUM7duxQbm6ufv31V+3YsUM7d+4s09jbt2/X1KlTdf311ysyMtL33JgxY7RmzRo99thj2r17t15++WU9//zzGjt2bInj1atXT2vWrNHBgwf122+/STpxmOudd97Rjh079MUXX2jgwIF+34Rr3LixunXrpmHDhumzzz5Tamqqhg0bpqioKN8eqW7duql9+/bq27evVq1apf3792vLli2aOHGitm7dWur1BRBi5XuKEoCKoLCw0NSsWdNIMnv27PF7TlKRn4SEhDKN36ZNGyPJrF27tshzb7/9tmnatKlxOp3mwgsvNE8//bTf838+WXrFihWmYcOGJiIiwlfHvn37TJcuXUxUVJSpW7euef7554uc3P3zzz+bnj17GrfbbRISEszrr79uqlevbl588UVfn+zsbHPfffeZWrVqGafTaerWrWsGDRpk0tLSyrS+AELHYUwAB9QBwOZ+/PFH1a1bVx999JGuuuqq8i4HQIAIQgBQCmvXrlVubq4uvfRSpaen68EHH9RPP/2k3bt3y+l0lnd5AALEydIAyk10dHSJz33wwQfq1KlTCKs5tYKCAj300EPau3evzjvvPHXo0EGLFy8mBAHnOPYIASg333//fYnP1a5dW1FRUSGsBoAdEYQAAIBt8fV5AABgWwQhAABgWwQhAABgWwQhAABgWwQhAABgWwQhAABgWwQhAABgWwQhAABgW/8Py0xzcfPSaQkAAAAASUVORK5CYII=", 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aMjMzTbly5UyrVq0uug4X/Nl1hDZv3mw+/PBD8+GHH5qaNWuaRo0aeX7+/TV7unfvbp5++mmzaNEis3r1arNgwQITGxtrJJk33njD02/t2rWmc+fOZtasWWbFihVm6dKl5qGHHjLBwcGmffv2+V7v6MsvvzSS8ryvf6+wr9Pp06dNdHS0KVeunHn55ZfNqlWrTHx8vLnxxhtNcHCwSUxMLNTrBliNIAQU0YoVK4wkI8ns3r3b67lff/3VDBw40DRo0MCULl3alClTxlx//fVm6tSpJicnx9MvKyvLPPHEE6ZmzZomPDzctG3b1mzfvt1ER0f7PQj17t3bhIeHm5MnT150vdq2betZr/wef7RlyxbToUMHU6pUKRMREWF69Ohhfvrpp3zrLOjxZx+GF7sg4IoVK8zNN99swsLCTPny5U3//v3zvShkTk6O+fe//23q1atnQkNDTdWqVc1DDz2U7+vx008/mR49epiIiAhTqlQp06FDB7N169Z854+PjzeSzNy5cy+6Dhf8WRC6EFjze8ybN8/T74UXXjDNmzc35cqVM8HBwaZChQqmc+fO5r///a/XeHv27DFdu3Y11atXNy6Xy4SFhZnrrrvOPP/88/leyNIYYx544AHjcDjM3r17L7ouhX2dUlJSzKOPPmrq1atnwsLCTLVq1UxcXFyeYA0UJ4cxxgRgxxOAYlKlShXde++9eumll4q7FAC47BCEgBLs+++/V8uWLbVv3z5VrFixuMsBgMsOQQgAANgW3xoDAAC2VaxBaO3aterWrZuqVasmh8Ohjz/++E+XWbNmjWJiYhQWFqY6depo1qxZ1hcKAABKpGINQmfOnNENN9yg119/vVD99+/fr65du6pNmzZKSkrSU089pWHDhmnRokUWVwoAAEqiy+YcIYfDoSVLlqhHjx4F9vnnP/+ppUuXateuXZ62oUOH6ptvvtGmTZsCUCUAAChJrqi7z2/atCnPVXw7d+6sOXPm6Ny5cwVe4j4rK8vrdgZut1snTpxQhQoVLnrzQAAAcPkwxuj06dOqVq1agbeJKaorKggdOXJEUVFRXm1RUVHKycnR8ePHVbVq1XyXmzx5siZOnBiIEgEAgMUOHjzot9u0XFFBSFKePTgXjuxdbM/OmDFjNHLkSM/PaWlpuvrqq1Vz4jgF/eHmkAVxh1h/BNE4L37XaH9wWDxHcGjun3e6RKHOHMvncDmtX4+wkHOWz1HGmffGrv5UOtT6dbgq5Kzlc0SEWPs6SdJVIZmWz1E29DdLx48MtnZ8SSoXdMbyOQKxHpFB1r9vywVZ+/sXGWR9RIgIKtxn8AXpGW5FNz2gq666ym81XFFBqEqVKjpy5IhX29GjRxUSEnLRGw26XK58b/QYFBZW6CCkUIJQYQQFIEAEByAIBWKOkFDrv6sQ4vzzPpciNNT6Q8vOUOt/L5wh1s/hCrH+PRUWau2f9PBg6z8ySgUHWz5H6QDMUcZPh20u5iqL54gIwDpEBPm2Lfx5WssVdR2hli1bKiEhwattxYoVatasWYHnBwEAABSkWINQRkaGtm/fru3bt0s6//X47du3Kzk5WdL5Q1r9+/f39B86dKh+/vlnjRw5Urt27dLcuXM1Z84cjRo1qjjKBwAAV7hiPTS2ZcsWtWvXzvPzhfN4BgwYoPnz5yslJcUTiiSpdu3aWrZsmUaMGKE33nhD1apV0/Tp09W7d++A1w4AAK58xRqEbr31Vl3sMkbz58/P09a2bVtt27bNwqoAAIBdXFHnCAEAAPgTQQgAANgWQQgAANgWQQgAANgWQQgAANgWQQgAANgWQQgAANgWQQgAANgWQQgAANgWQQgAANgWQQgAANhWsd5rrLgFnw5S8LnCZUG3s+B7ovmL2+Wwfo5sa7NvjtP6bJ3rDLZ8jmyn9b8aWQGYI/NcqKXjZ4Ses3R8ScpwOi2fIz00zPI5IgIwR3pOuKXjnwzJtHR8SToVWsryOcoG/2b5HOWDMyyf45TF61E2yPrtXT7odJH6n85x+70G9ggBAADbIggBAADbIggBAADbIggBAADbIggBAADbIggBAADbIggBAADbIggBAADbIggBAADbIggBAADbIggBAADbIggBAADbIggBAADbIggBAADbIggBAADbIggBAADbIggBAADbIggBAADbIggBAADbIggBAADbIggBAADbIggBAADbIggBAADbIggBAADbIggBAADbIggBAADbIggBAADbIggBAADbIggBAADbIggBAADbIggBAADbIggBAADbIggBAADbIggBAADbIggBAADbIggBAADbCinuAopT6BkpOKdwfXOdDmuLkeTODsAcTmPt+K5AvE7W5/ccp/Vz5DqDLZ8j22ntr3iWxeNLUua5UMvnyAg9Z/0cTqflc6SHhlk6foTF40tSek645XOcDMm0fI5ToaUsn6Ns8G+Wjl8+OMPS8SXpVBHX4UxOrqSjfq2BPUIAAMC2CEIAAMC2CEIAAMC2CEIAAMC2CEIAAMC2CEIAAMC2CEIAAMC2CEIAAMC2CEIAAMC2CEIAAMC2CEIAAMC2CEIAAMC2CEIAAMC2CEIAAMC2LosgNGPGDNWuXVthYWGKiYnRunXrLto/Pj5eN9xwg0qVKqWqVatq0KBBSk1NDVC1AACgpCj2ILRw4UINHz5cY8eOVVJSktq0aaMuXbooOTk53/7r169X//79df/99+v777/Xhx9+qM2bN2vw4MEBrhwAAFzpij0ITZkyRffff78GDx6shg0batq0aapZs6ZmzpyZb/8vv/xStWrV0rBhw1S7dm399a9/1YMPPqgtW7YEuHIAAHClK9YglJ2dra1btyo2NtarPTY2Vhs3bsx3mVatWunQoUNatmyZjDH69ddf9dFHHykuLq7AebKyspSenu71AAAAKNYgdPz4ceXm5ioqKsqrPSoqSkeOHMl3mVatWik+Pl59+/aV0+lUlSpVVLZsWb322msFzjN58mRFRkZ6HjVr1vTregAAgCtTsR8akySHw+H1szEmT9sFO3fu1LBhw/TMM89o69at+vzzz7V//34NHTq0wPHHjBmjtLQ0z+PgwYN+rR8AAFyZQopz8ooVKyo4ODjP3p+jR4/m2Ut0weTJk9W6dWuNHj1aknT99derdOnSatOmjSZNmqSqVavmWcblcsnlcvl/BQAAwBWtWPcIOZ1OxcTEKCEhwas9ISFBrVq1yneZ3377TUFB3mUHBwdLOr8nCQAAoLCK/dDYyJEj9dZbb2nu3LnatWuXRowYoeTkZM+hrjFjxqh///6e/t26ddPixYs1c+ZM7du3Txs2bNCwYcPUokULVatWrbhWAwAAXIGK9dCYJPXt21epqal69tlnlZKSoiZNmmjZsmWKjo6WJKWkpHhdU2jgwIE6ffq0Xn/9dT3++OMqW7as2rdvrxdeeKG4VgEAAFyhHMaGx5PS09MVGRmpa0f8S8GusEItk+u0uChJ7oDMYe3mdrusfzu5Q62fwzjdls/hCMAcwc5cS8d3OnMsHV+SXAGYIzz0nOVzlHFmWT9HaLal40eEnrV0fEmKCAnEHJmWz1Eu9Izlc5QN/s3S8csHZ1g6vlT0dThzOlfdr9+rtLQ0RURE+KWGYj80BgAAUFwIQgAAwLYIQgAAwLYIQgAAwLYIQgAAwLYIQgAAwLYIQgAAwLYIQgAAwLYIQgAAwLYIQgAAwLYIQgAAwLaK/aarxSn0jBRcyFsMBZWQe43lOh2Wju/OtnZ8yfr7pUmS2xWA9ci2/v8hOU5r58h1Bls6viRlO63/M5UVgDkyz4VaPkeGxfdMy3Ba/0cqPbRw93+8FBEBmCM9J9zyOU5afM+0U6GlLB1fKvq9xjLP5Uja69ca2CMEAABsiyAEAABsiyAEAABsiyAEAABsiyAEAABsiyAEAABsiyAEAABsiyAEAABsiyAEAABsiyAEAABsiyAEAABsiyAEAABsiyAEAABsiyAEAABsiyAEAABsiyAEAABsiyAEAABsiyAEAABsiyAEAABsiyAEAABsiyAEAABsiyAEAABsiyAEAABsiyAEAABsiyAEAABsiyAEAABsiyAEAABsiyAEAABsiyAEAABsiyAEAABsiyAEAABsiyAEAABsiyAEAABsiyAEAABsiyAEAABsiyAEAABsK6S4CyhOztNGwU5TqL45LofF1Uhup+VTKMjiOQKxDrnOAGyL7EBs78K99y5pDovft+5s6/8vleO0fo5cZ7Dlc2Q7rf9zm2XxHJnnQi0dX5IyQs9ZP4fT+j9U6aFhls8RYfEc6Tnhlo4vSSdDMovUP+us/98f7BECAAC2RRACAAC2RRACAAC2RRACAAC2RRACAAC2RRACAAC2RRACAAC2RRACAAC2RRACAAC2RRACAAC2RRACAAC2RRACAAC2RRACAAC2RRACAAC2dVkEoRkzZqh27doKCwtTTEyM1q1bd9H+WVlZGjt2rKKjo+VyuVS3bl3NnTs3QNUCAICSIqS4C1i4cKGGDx+uGTNmqHXr1po9e7a6dOminTt36uqrr853mT59+ujXX3/VnDlzVK9ePR09elQ5OTkBrhwAAFzpij0ITZkyRffff78GDx4sSZo2bZqWL1+umTNnavLkyXn6f/7551qzZo327dun8uXLS5Jq1aoVyJIBAEAJUayHxrKzs7V161bFxsZ6tcfGxmrjxo35LrN06VI1a9ZML774oqpXr6769etr1KhRyszMLHCerKwspaenez0AAACKdY/Q8ePHlZubq6ioKK/2qKgoHTlyJN9l9u3bp/Xr1yssLExLlizR8ePH9fDDD+vEiRMFnic0efJkTZw40e/1AwCAK5vPe4ROnTqlt956S2PGjNGJEyckSdu2bdPhw4eLPJbD4fD62RiTp+0Ct9sth8Oh+Ph4tWjRQl27dtWUKVM0f/78AvcKjRkzRmlpaZ7HwYMHi1wjAAAoeXzaI/Ttt9+qY8eOioyM1IEDB/TAAw+ofPnyWrJkiX7++We9/fbbhRqnYsWKCg4OzrP35+jRo3n2El1QtWpVVa9eXZGRkZ62hg0byhijQ4cO6ZprrsmzjMvlksvlKsIaAgAAO/Bpj9DIkSM1cOBA7dmzR2FhYZ72Ll26aO3atYUex+l0KiYmRgkJCV7tCQkJatWqVb7LtG7dWr/88osyMjI8bbt371ZQUJBq1KhRxDUBAAB25lMQ2rx5sx588ME87dWrVy/w3J6CjBw5Um+99Zbmzp2rXbt2acSIEUpOTtbQoUMlnT+s1b9/f0//fv36qUKFCho0aJB27typtWvXavTo0brvvvsUHh7uy+oAAACb8unQWFhYWL7fvPrxxx9VqVKlIo3Vt29fpaam6tlnn1VKSoqaNGmiZcuWKTo6WpKUkpKi5ORkT/8yZcooISFB//jHP9SsWTNVqFBBffr00aRJk3xZFQAAYGMOY4wp6kJDhgzRsWPH9MEHH6h8+fL69ttvFRwcrB49euiWW27RtGnTLCjVf9LT0xUZGammdz2vYGfYny8gKceV/8nb/uR2Wj6Fci2eoySsgxSY9XA7i/yrV/Q5XNbO4Q61fh2M0235HI4AzBHszLV8DqfT2gvLuiweX5LCQ89ZPkcZZ5b1c4RmWz5HROhZa8cPsXb883MUfOmb/GRlnNMrrf+rtLQ0RURE+KUGnw6Nvfzyyzp27JgqV66szMxMtW3bVvXq1dNVV12l559/3i+FAQAAWM2nQ2MRERFav369Vq1apW3btsntdqtp06bq2LGjv+sDAACwzCVdULF9+/Zq3769v2oBAAAIKJ+C0PTp0/NtdzgcCgsLU7169XTLLbcoODj4kooDAACwkk9BaOrUqTp27Jh+++03lStXTsYYnTp1SqVKlVKZMmV09OhR1alTR4mJiapZs6a/awYAAPALn06W/te//qXmzZtrz549Sk1N1YkTJ7R7927ddNNNevXVV5WcnKwqVapoxIgR/q4XAADAb3zaIzRu3DgtWrRIdevW9bTVq1dPL7/8snr37q19+/bpxRdfVO/evf1WKAAAgL/5tEcoJSVFOTl5ryeRk5PjubJ0tWrVdPr06UurDgAAwEI+BaF27drpwQcfVFJSkqctKSlJDz30kOdbZDt27FDt2rX9UyUAAIAFfApCc+bMUfny5RUTE+O5s3uzZs1Uvnx5zZkzR9L5W2G88sorfi0WAADAn3w6R6hKlSpKSEjQDz/8oN27d8sYowYNGujaa6/19GnXrp3figQAALDCJV1QsUGDBmrQoIG/agm40Ay3QkILd4+h4Gzr7zWW67R+DqvvmRaIe3QFlZB7jQVie7stft8G5n5pgXidfNo5XiQ5TuvnyHVae+22bOclfWQUSlYA5sg8F2r5HBkBuGdahtPaP1TpoYW7F+eliCjiHNln/X8PN5/fcYcOHdLSpUuVnJys7GzvwqZMmXLJhQEAAFjNpyC0cuVKde/eXbVr19aPP/6oJk2a6MCBAzLGqGnTpv6uEQAAwBI+7asdM2aMHn/8cX333XcKCwvTokWLdPDgQbVt21Z33HGHv2sEAACwhE9BaNeuXRowYIAkKSQkRJmZmSpTpoyeffZZvfDCC34tEAAAwCo+BaHSpUsrKytL0vkLJ+7du9fz3PHjx/1TGQAAgMV8Okfo5ptv1oYNG9SoUSPFxcXp8ccf144dO7R48WLdfPPN/q4RAADAEj4FoSlTpigjI0OSNGHCBGVkZGjhwoWqV6+epk6d6tcCAQAArOJTEKpTp47n36VKldKMGTP8VhAAAECg+HSOUJ06dZSampqn/dSpU14hCQAA4HLmUxA6cOCAcnNz87RnZWXp8OHDl1wUAABAIBTp0NjSpUs9/16+fLkiIyM9P+fm5mrlypWqVauW34oDAACwUpGCUI8ePSRJDofDcx2hC0JDQ1WrVi3uOA8AAK4YRQpCbvf5G5TWrl1bmzdvVsWKFS0pCgAAIBB8+tbY/v37/V0HAABAwBU6CE2fPr3Qgw4bNsynYgAAAAKp0EGosBdKdDgcBCEAAHBFKHQQ4nAYAAAoaXy6jtDvGWNkjPFHLQAAAAHlcxB6++23dd111yk8PFzh4eG6/vrr9c477/izNgAAAEv5fNPVp59+Wo8++qhat24tY4w2bNigoUOH6vjx4xoxYoS/6wQAAPA7n4LQa6+9ppkzZ6p///6etttuu02NGzfWhAkTCEIAAOCK4NOhsZSUFLVq1SpPe6tWrZSSknLJRQEAAASCT0GoXr16+uCDD/K0L1y4UNdcc80lFwUAABAIPh0amzhxovr27au1a9eqdevWcjgcWr9+vVauXJlvQAIAALgc+bRHqHfv3vrqq69UsWJFffzxx1q8eLEqVqyor7/+Wj179vR3jQAAAJbwaY+QJMXExOjdd9/1Zy0AAAAB5dMeoXbt2mnOnDlKS0vzdz0AAAAB41MQuu666zRu3DhVqVJFvXv31scff6zs7Gx/1wYAAGApn4LQ9OnTdfjwYX3yySe66qqrNGDAAFWpUkVDhgzRmjVr/F0jAACAJXy+xUZQUJBiY2M1f/58/frrr5o9e7a+/vprtW/f3p/1AQAAWMbnk6UvOHLkiN5//329++67+vbbb9W8eXN/1AUAAGA5n/YIpaena968eerUqZNq1qypmTNnqlu3btq9e7e++uorf9cIAABgCZ/2CEVFRalcuXLq06eP/vWvf7EXCAAAXJF8CkKffPKJOnbsqKCgi+9Q2rBhg5o1ayaXy+VTcQAAAFby6dBYbGzsn4YgSerSpYsOHz7syxQAAACW8/lbY4VhjLFyeAAAgEtyyd8au5I5T+coJCSnUH1znZZmxvNzhFk/R3C2w9Lxc53Wji9JOS7r53A7LZ9CQQGYw+r1CMT2dlv8npUkt9P6/7S5A/G+zbb2b0hOIP4OOoMtnyPbaf1HX1YA5sg8F2rp+Bmh5ywdX5IynEX7I5WTmeX3Gqx/VwMAAFymCEIAAMC2LA1CDof1u4IBAAB8xcnSAADAtiw9m+v06dNWDg8AAHBJirxH6JtvvtGkSZM0Y8YMHT9+3Ou59PR03XfffX4rDgAAwEpFCkIrVqxQixYt9P777+uFF15Qw4YNlZiY6Hk+MzNT//nPf/xeJAAAgBWKFIQmTJigUaNG6bvvvtOBAwf0xBNPqHv37vr888+tqg8AAMAyRTpH6Pvvv9c777wj6fw3wkaPHq0aNWro9ttv13vvvacWLVpYUiQAAIAVihSEXC6XTp065dV21113KSgoSHfeeadeeeUVf9YGAABgqSIFoRtvvFGJiYmKiYnxau/bt6/cbrcGDBjg1+IAAACsVKQg9NBDD2nt2rX5PnfXXXdJkt58881LrwoAACAAinSydM+ePTV16lQNGjRIK1euzHPBxLvuusvrW2QAAACXM5+uLJ2amqq4uDjVqFFDjz/+uLZv3+7nsgAAAKznUxBaunSpjhw5ovHjx2vr1q2KiYlRo0aN9K9//UsHDhwo8ngzZsxQ7dq1FRYWppiYGK1bt65Qy23YsEEhISG68cYbizwnAACAz/caK1u2rIYMGaLVq1fr559/1qBBg/TOO++oXr16RRpn4cKFGj58uMaOHaukpCS1adNGXbp0UXJy8kWXS0tLU//+/dWhQwdfVwEAANjcJd909dy5c9qyZYu++uorHThwQFFRUUVafsqUKbr//vs1ePBgNWzYUNOmTVPNmjU1c+bMiy734IMPql+/fmrZsuWllA8AAGzM5yCUmJioBx54QFFRURowYICuuuoqffrppzp48GChx8jOztbWrVsVGxvr1R4bG6uNGzcWuNy8efO0d+9ejR8/vlDzZGVlKT093esBAADg093na9SoodTUVHXu3FmzZ89Wt27dFBYWVuRxjh8/rtzc3Dx7kaKionTkyJF8l9mzZ4+efPJJrVu3TiEhhSt/8uTJmjhxYpHrAwAAJZtPQeiZZ57RHXfcoXLlyvmlCIfD4fWzMSZPmyTl5uaqX79+mjhxourXr1/o8ceMGaORI0d6fk5PT1fNmjV9LxgAAJQIPgWhIUOG+GXyihUrKjg4OM/en6NHj+Z7rtHp06e1ZcsWJSUl6dFHH5Ukud1uGWMUEhKiFStWqH379nmWc7lccrlcfqkZAACUHJd8svSlcDqdiomJUUJCgld7QkKCWrVqlad/RESEduzYoe3bt3seQ4cO1bXXXqvt27frpptuClTpAACgBPBpj5A/jRw5Uvfee6+aNWumli1b6s0331RycrKGDh0q6fxhrcOHD+vtt99WUFCQmjRp4rV85cqVFRYWlqcdAADgzxR7EOrbt69SU1P17LPPKiUlRU2aNNGyZcsUHR0tSUpJSfnTawoBAAD4wmH+eMMwG0hPT1dkZKTa3DpeISGF+7ZbrtP6o4i5YQGYw5X3JHS/ju+0dnxJyrF4HSTJ7bR8CuUGYA6r16MkrMP5Oaz/M+h2BWCOUGvnME63peNLkiMAcwQ7cy2fw+nMsXwOl8VzhIees3R8SSrjzCpS/5wzWVr995lKS0tTRESEX2oo1nOEAAAAihNBCAAA2BZBCAAA2BZBCAAA2BZBCAAA2BZBCAAA2BZBCAAA2BZBCAAA2BZBCAAA2BZBCAAA2BZBCAAA2Fax33S1OIWmZSkkuHD3rQp2Wf9S5WYHWz+HxfdMC8T90oKzrb/XGPdMK5ygEnKvsUBsb3cA3rdW3zPNHYj3bLb1f0NyAnHvSKf1f8+zndZ+LmVZPL4kZZ4LLVL/3N+K1r8w2CMEAABsiyAEAABsiyAEAABsiyAEAABsiyAEAABsiyAEAABsiyAEAABsiyAEAABsiyAEAABsiyAEAABsiyAEAABsiyAEAABsiyAEAABsiyAEAABsiyAEAABsiyAEAABsiyAEAABsiyAEAABsiyAEAABsiyAEAABsiyAEAABsiyAEAABsiyAEAABsiyAEAABsiyAEAABsiyAEAABsiyAEAABsiyAEAABsiyAEAABsiyAEAABsiyAEAABsiyAEAABsiyAEAABsiyAEAABsiyAEAABsiyAEAABsK6S4CyhOQWm/KSgot1B9HeFOi6uRgrJCLZ8j2GXtJs/NDrZ0fEnKdVqf33PDrJ8jONth+Ry5TmvnyHFZvw5u63/1FBSAOQKxHlZvb3cA3rNup7F+jkC8b7Ot/xuSY/Hfwlyn9X/Ps51F+0xy/+b/GtgjBAAAbIsgBAAAbIsgBAAAbIsgBAAAbIsgBAAAbIsgBAAAbIsgBAAAbIsgBAAAbIsgBAAAbIsgBAAAbIsgBAAAbIsgBAAAbIsgBAAAbIsgBAAAbOuyCEIzZsxQ7dq1FRYWppiYGK1bt67AvosXL1anTp1UqVIlRUREqGXLllq+fHkAqwUAACVFsQehhQsXavjw4Ro7dqySkpLUpk0bdenSRcnJyfn2X7t2rTp16qRly5Zp69atateunbp166akpKQAVw4AAK50DmOMKc4CbrrpJjVt2lQzZ870tDVs2FA9evTQ5MmTCzVG48aN1bdvXz3zzDOF6p+enq7IyEh1rDNMIUGuQi1jwp2F6ncpjCvU8jncrhBLx88ND7Z0fEnKdVqf33PDAjCHy2H9HE5r58gJwDq4rf/VU24A5igJ6xGIdXA7rf9IcrsCMEeo9XMYp9vS8R0Wjy9Jwc7cIvV3/3ZWB+6bpLS0NEVERPilhmLdI5Sdna2tW7cqNjbWqz02NlYbN24s1Bhut1unT59W+fLlC+yTlZWl9PR0rwcAAECxBqHjx48rNzdXUVFRXu1RUVE6cuRIocZ45ZVXdObMGfXp06fAPpMnT1ZkZKTnUbNmzUuqGwAAlAzFfo6QJDkc3rvXjTF52vLz3nvvacKECVq4cKEqV65cYL8xY8YoLS3N8zh48OAl1wwAAK581p4w8icqVqyo4ODgPHt/jh49mmcv0R8tXLhQ999/vz788EN17Njxon1dLpdcrsKdCwQAAOyjWPcIOZ1OxcTEKCEhwas9ISFBrVq1KnC59957TwMHDtSCBQsUFxdndZkAAKCEKtY9QpI0cuRI3XvvvWrWrJlatmypN998U8nJyRo6dKik84e1Dh8+rLffflvS+RDUv39/vfrqq7r55ps9e5PCw8MVGRlZbOsBAACuPMUehPr27avU1FQ9++yzSklJUZMmTbRs2TJFR0dLklJSUryuKTR79mzl5OTokUce0SOPPOJpHzBggObPnx/o8gEAwBWs2K8jVBy4jpB1uI5QEebgOkKFUhKuvyOVjPXgOkJFmIPrCBWK7a8jBAAAUJwIQgAAwLYIQgAAwLYIQgAAwLYIQgAAwLYIQgAAwLYIQgAAwLYIQgAAwLYIQgAAwLYIQgAAwLYIQgAAwLaK/aarxcmcTJMJKtzNcxxnwy2uRnKEFe6+Z5c0h8X3TAvKsv5+acEW3y9NknKzuWdaYQRnX/n3S5NKzj3TCvnnzGeBuV9aALZFAN63gblnmrXr4c62/m9UThH/Drozi3ZvssJgjxAAALAtghAAALAtghAAALAtghAAALAtghAAALAtghAAALAtghAAALAtghAAALAtghAAALAtghAAALAtghAAALAtghAAALAtghAAALAtghAAALAtghAAALAtghAAALAtghAAALAtghAAALAtghAAALAtghAAALAtghAAALAtghAAALAtghAAALAtghAAALAtghAAALAtghAAALAtghAAALAtghAAALAtghAAALAtghAAALAtghAAALAtghAAALAtghAAALAtghAAALAtghAAALAtghAAALCtkOIuoDjlnjwlhyO0UH2Dws9aXI3kCA+zfo6z4daOH+aydHxJcoQ7LZ8jKKtw74tLEeyy/tcvNzvY2vGd1v9fKjfM+jmCsx2Wz5HrtH6OHJe1c7it/9VTUADmCMR6BGJ7uy1+37qdxtLxJcldxPes46z//6axRwgAANgWQQgAANgWQQgAANgWQQgAANgWQQgAANgWQQgAANgWQQgAANgWQQgAANgWQQgAANgWQQgAANgWQQgAANgWQQgAANgWQQgAANjWZRGEZsyYodq1ayssLEwxMTFat27dRfuvWbNGMTExCgsLU506dTRr1qwAVQoAAEqSYg9CCxcu1PDhwzV27FglJSWpTZs26tKli5KTk/Ptv3//fnXt2lVt2rRRUlKSnnrqKQ0bNkyLFi0KcOUAAOBK5zDGmOIs4KabblLTpk01c+ZMT1vDhg3Vo0cPTZ48OU//f/7zn1q6dKl27drlaRs6dKi++eYbbdq0qVBzpqenKzIyUrfqNoU4Qgu1TFB4eKH6XQpHeFgA5rB4PcJc1o4vyYQ7rZ/DVbj3xaVwu0IsnyM3PNja8Z3W/18qNywAc7gc1s/htH6OHIvXw239r55yAzAH61HY8a2PB25X0eZwnz2rn/85TmlpaYqIiPBLDcW6Ryg7O1tbt25VbGysV3tsbKw2btyY7zKbNm3K079z587asmWLzp07Z1mtAACg5LH+v6QXcfz4ceXm5ioqKsqrPSoqSkeOHMl3mSNHjuTbPycnR8ePH1fVqlXzLJOVlaWsrCzPz2lpaZKkHJ2TChlGg4y1/7OWJIfb+lxq+Rxua4eXJJNr/f9STG6u5XO4cwKwRyjH4j1CjgDsrQkOwBxB1u+tcSsAe50cFu8RsnT08wLw6y13AOYIyHpYvEFMAF4odxEPSrnPnpUk+fNgVrEGoQscf/jlNcbkafuz/vm1XzB58mRNnDgxT/t6LSt8kZmF7+qzQMxxMgBzAABgodTUVEVGRvplrGINQhUrVlRwcHCevT9Hjx7Ns9fngipVquTbPyQkRBUqVMh3mTFjxmjkyJGen0+dOqXo6GglJyf77YWEb9LT01WzZk0dPHjQb8d74Ru2xeWDbXH5YFtcXtLS0nT11VerfPnyfhuzWIOQ0+lUTEyMEhIS1LNnT097QkKCbrvttnyXadmypT799FOvthUrVqhZs2YKDc3/BFeXyyWXK+9JvJGRkbyxLxMRERFsi8sE2+Lywba4fLAtLi9BQf47ZF7sX58fOXKk3nrrLc2dO1e7du3SiBEjlJycrKFDh0o6vzenf//+nv5Dhw7Vzz//rJEjR2rXrl2aO3eu5syZo1GjRhXXKgAAgCtUsZ8j1LdvX6WmpurZZ59VSkqKmjRpomXLlik6OlqSlJKS4nVNodq1a2vZsmUaMWKE3njjDVWrVk3Tp09X7969i2sVAADAFarYg5AkPfzww3r44YfzfW7+/Pl52tq2batt27b5PJ/L5dL48ePzPVyGwGJbXD7YFpcPtsXlg21xebFiexT7BRUBAACKS7GfIwQAAFBcCEIAAMC2CEIAAMC2CEIAAMC2SmQQmjFjhmrXrq2wsDDFxMRo3bp1F+2/Zs0axcTEKCwsTHXq1NGsWbMCVKk9FGV7LF68WJ06dVKlSpUUERGhli1bavny5QGstmQr6u/GBRs2bFBISIhuvPFGawu0kaJui6ysLI0dO1bR0dFyuVyqW7eu5s6dG6BqS7aibov4+HjdcMMNKlWqlKpWrapBgwYpNTU1QNWWXGvXrlW3bt1UrVo1ORwOffzxx3+6jF8+v00J8/7775vQ0FDzf//3f2bnzp3mscceM6VLlzY///xzvv337dtnSpUqZR577DGzc+dO83//938mNDTUfPTRRwGuvGQq6vZ47LHHzAsvvGC+/vprs3v3bjNmzBgTGhpqtm3bFuDKS56ibosLTp06ZerUqWNiY2PNDTfcEJhiSzhftkX37t3NTTfdZBISEsz+/fvNV199ZTZs2BDAqkumom6LdevWmaCgIPPqq6+affv2mXXr1pnGjRubHj16BLjykmfZsmVm7NixZtGiRUaSWbJkyUX7++vzu8QFoRYtWpihQ4d6tTVo0MA8+eST+fZ/4oknTIMGDbzaHnzwQXPzzTdbVqOdFHV75KdRo0Zm4sSJ/i7NdnzdFn379jXjxo0z48ePJwj5SVG3xWeffWYiIyNNampqIMqzlaJui5deesnUqVPHq2369OmmRo0altVoR4UJQv76/C5Rh8ays7O1detWxcbGerXHxsZq48aN+S6zadOmPP07d+6sLVu26Ny5c5bVage+bI8/crvdOn36tF9vsGdHvm6LefPmae/evRo/frzVJdqGL9ti6dKlatasmV588UVVr15d9evX16hRo5SZmRmIkkssX7ZFq1atdOjQIS1btkzGGP3666/66KOPFBcXF4iS8Tv++vy+LK4s7S/Hjx9Xbm5unjvXR0VF5blj/QVHjhzJt39OTo6OHz+uqlWrWlZvSefL9vijV155RWfOnFGfPn2sKNE2fNkWe/bs0ZNPPql169YpJKRE/akoVr5si3379mn9+vUKCwvTkiVLdPz4cT388MM6ceIE5wldAl+2RatWrRQfH6++ffvq7NmzysnJUffu3fXaa68FomT8jr8+v0vUHqELHA6H18/GmDxtf9Y/v3b4pqjb44L33ntPEyZM0MKFC1W5cmWryrOVwm6L3Nxc9evXTxMnTlT9+vUDVZ6tFOX3wu12y+FwKD4+Xi1atFDXrl01ZcoUzZ8/n71CflCUbbFz504NGzZMzzzzjLZu3arPP/9c+/fv99woHIHlj8/vEvXfvIoVKyo4ODhPkj969Gie1HhBlSpV8u0fEhKiChUqWFarHfiyPS5YuHCh7r//fn344Yfq2LGjlWXaQlG3xenTp7VlyxYlJSXp0UcflXT+w9gYo5CQEK1YsULt27cPSO0ljS+/F1WrVlX16tUVGRnpaWvYsKGMMTp06JCuueYaS2suqXzZFpMnT1br1q01evRoSdL111+v0qVLq02bNpo0aRJHEQLIX5/fJWqPkNPpVExMjBISErzaExIS1KpVq3yXadmyZZ7+K1asULNmzRQaGmpZrXbgy/aQzu8JGjhwoBYsWMBxdz8p6raIiIjQjh07tH37ds9j6NChuvbaa7V9+3bddNNNgSq9xPHl96J169b65ZdflJGR4WnbvXu3goKCVKNGDUvrLcl82Ra//fabgoK8PzqDg4Ml/f+9EQgMv31+F+nU6ivAha9Czpkzx+zcudMMHz7clC5d2hw4cMAYY8yTTz5p7r33Xk//C1+/GzFihNm5c6eZM2cOX5/3o6JujwULFpiQkBDzxhtvmJSUFM/j1KlTxbUKJUZRt8Uf8a0x/ynqtjh9+rSpUaOGuf322833339v1qxZY6655hozePDg4lqFEqOo22LevHkmJCTEzJgxw+zdu9esX7/eNGvWzLRo0aK4VqHEOH36tElKSjJJSUlGkpkyZYpJSkryXMrAqs/vEheEjDHmjTfeMNHR0cbpdJqmTZuaNWvWeJ4bMGCAadu2rVf/1atXm7/85S/G6XSaWrVqmZkzZwa44pKtKNujbdu2RlKex4ABAwJfeAlU1N+N3yMI+VdRt8WuXbtMx44dTXh4uKlRo4YZOXKk+e233wJcdclU1G0xffp006hRIxMeHm6qVq1q7r77bnPo0KEAV13yJCYmXvTvv1Wf3w5j2JcHAADsqUSdIwQAAFAUBCEAAGBbBCEAAGBbBCEAAGBbBCEAAGBbBCEAAGBbBCEAAGBbBCEAJVqtWrU0bdq04i4DwGWKIATAMikpKerXr5+uvfZaBQUFafjw4cVdkhwOhz7++OPiLgPAZYIgBMAyWVlZqlSpksaOHasbbrihuMsBgDwIQgB8Nnv2bFWvXl1ut9urvXv37howYIBq1aqlV199Vf3791dkZGSRxl6+fLnCwsJ06tQpr/Zhw4apbdu2np8XLVqkxo0by+VyqVatWnrllVcKHLNWrVqSpJ49e8rhcHh+3rt3r2677TZFRUWpTJkyat68ub744guvZVNSUhQXF6fw8HDVrl1bCxYsyHPYLS0tTUOGDFHlypUVERGh9u3b65tvvinSegMILIIQAJ/dcccdOn78uBITEz1tJ0+e1PLly3X33Xdf0tgdO3ZU2bJltWjRIk9bbm6uPvjgA8/YW7duVZ8+fXTnnXdqx44dmjBhgp5++mnNnz8/3zE3b94sSZo3b55SUlI8P2dkZKhr16764osvlJSUpM6dO6tbt25KTk72LNu/f3/98ssvWr16tRYtWqQ333xTR48e9TxvjFFcXJyOHDmiZcuWaevWrWratKk6dOigEydOXNJrAcBCl3q3WAD21r17d3Pfffd5fp49e7apUqWKycnJ8erXtm1b89hjjxVp7GHDhpn27dt7fl6+fLlxOp3mxIkTxhhj+vXrZzp16uS1zOjRo02jRo08P0dHR5upU6d6fpZklixZ8qdzN2rUyLz22mvGmPN3fpdkNm/e7Hl+z549RpJn7JUrV5qIiAhz9uxZr3Hq1q1rZs+eXaj1BRB47BECcEnuvvtuLVq0SFlZWZKk+Ph43XnnnQoODvbL2KtXr9Yvv/ziGbtr164qV66cJGnXrl1q3bq11zKtW7fWnj17lJubW+h5zpw5oyeeeEKNGjVS2bJlVaZMGf3www+ePUI//vijQkJC1LRpU88y9erV89Qhnd87lZGRoQoVKqhMmTKex/79+7V3716fXwMA1gop7gIAXNm6desmt9ut//3vf2revLnWrVunKVOm+GXsFi1aqG7dunr//ff10EMPacmSJZo3b57neWOMHA6H1zLGmCLPM3r0aC1fvlwvv/yy6tWrp/DwcN1+++3Kzs6+6Ji/b3e73apatapWr16dp1/ZsmWLXBOAwCAIAbgk4eHh6tWrl+Lj4/XTTz+pfv36iomJ8dv4/fr1U3x8vGrUqKGgoCDFxcV5nmvUqJHWr1/v1X/jxo2qX79+gXukQkND8+wtWrdunQYOHKiePXtKOn/O0IEDBzzPN2jQQDk5OUpKSvKs208//eR1InfTpk115MgRhYSEeE7CBnD549AYgEt2991363//+5/mzp2re+65x+u57du3a/v27crIyNCxY8e0fft27dy5s0hjb9u2Tc8//7xuv/12hYWFeZ57/PHHtXLlSj333HPavXu3/vOf/+j111/XqFGjChyvVq1aWrlypY4cOaKTJ09KOn+Ya/Hixdq+fbu++eYb9evXz+ubcA0aNFDHjh01ZMgQff3110pKStKQIUMUHh7u2SPVsWNHtWzZUj169NDy5ct14MABbdy4UePGjdOWLVsKvb4AAqx4T1ECUBLk5OSYqlWrGklm7969Xs9JyvOIjo4u0vjNmzc3ksyqVavyPPfRRx+ZRo0amdDQUHP11Vebl156yev5P54svXTpUlOvXj0TEhLiqWP//v2mXbt2Jjw83NSsWdO8/vrreU7u/uWXX0yXLl2My+Uy0dHRZsGCBaZy5cpm1qxZnj7p6enmH//4h6lWrZoJDQ01NWvWNHfffbdJTk4u0voCCByHMT4cUAcAmzt06JBq1qypL774Qh06dCjucgD4iCAEAIWwatUqZWRk6LrrrlNKSoqeeOIJHT58WLt371ZoaGhxlwfAR5wsDaDYlClTpsDnPvvsM7Vp0yaA1VzcuXPn9NRTT2nfvn266qqr1KpVK8XHxxOCgCsce4QAFJuffvqpwOeqV6+u8PDwAFYDwI4IQgAAwLb4+jwAALAtghAAALAtghAAALAtghAAALAtghAAALAtghAAALAtghAAALAtghAAALCt/wcjlbNCjeB4aQAAAABJRU5ErkJggg==", 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" ] @@ -285,7 +285,7 @@ "outputs": [ { "data": { - "image/png": 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", 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", 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" ] @@ -315,7 +315,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.11.4" + "version": "3.11.9" } }, "nbformat": 4, diff --git a/setup.py b/setup.py index 789985fb..66d52cda 100644 --- a/setup.py +++ b/setup.py @@ -21,7 +21,7 @@ def read(fname): setup( name="pyscan", version=get_version(), - author="Andrew M. Mounce, Michael P. Lilly, Jasmine J. Mah", + author="Andrew M. Mounce, Michael P. Lilly, Jasmine J. Mah, Ryan S. Brost", author_email="amounce@sandia.gov", description=( """ @@ -48,7 +48,6 @@ def read(fname): 'ipywidgets', 'h5py', 'matplotlib', - # if ipykernel fails, force specific python version that will work rather than omitting ipykernel requirement. 'ipykernel', 'pytest', ], From 5311b9a1a90cae08cd5dcae4c71375be8f64d8e0 Mon Sep 17 00:00:00 2001 From: Ryan Brost Date: Fri, 7 Jun 2024 14:14:43 -0600 Subject: [PATCH 2/2] docs(driver): Updated stanford830 documentation regarding snap_xy() method, and fixed flake8 errors with the driver. Note: How did flake8 errors make their way onto main? We may want to check where this came from so we can prevent such issues from making their way onto main in the future. --- pyscan/drivers/stanford830.py | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/pyscan/drivers/stanford830.py b/pyscan/drivers/stanford830.py index 1ea5a081..d30775d9 100644 --- a/pyscan/drivers/stanford830.py +++ b/pyscan/drivers/stanford830.py @@ -70,9 +70,8 @@ class Stanford830(InstrumentDriver): Methods ------- - snap_xy() - + Returns array of current read x and read y values. ''' def __init__(self, instrument): @@ -981,12 +980,13 @@ def snap_xy(self): Shortcut to just snap the x and y data Returns + ------- [float, float] array of two values that are the currently read x and y values ''' - + return self.snap('x', 'y') - + # Get noise is depreciated, nees to be reworekd # def get_x_values(self, N=128, sample_rate=None):