diff --git a/.github/workflows/build-wheel-release-upload.yml b/.github/workflows/build-wheel-release-upload.yml index a290ab1..7a69e2f 100644 --- a/.github/workflows/build-wheel-release-upload.yml +++ b/.github/workflows/build-wheel-release-upload.yml @@ -3,6 +3,8 @@ name: Release (GitHub/PyPI) and Deploy Docs on: workflow_dispatch: push: + branches: + - "**" tags: - "*" # Trigger on all tags initially, but tag and release privilege are verified in _build-wheel-release-upload.yml diff --git a/.github/workflows/tests-on-pr.yml b/.github/workflows/tests-on-pr.yml index 6293743..a17b8d0 100644 --- a/.github/workflows/tests-on-pr.yml +++ b/.github/workflows/tests-on-pr.yml @@ -2,6 +2,8 @@ name: Tests on PR on: pull_request: + branches: + - "**" workflow_dispatch: jobs: diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml index 0e4a84d..11c689b 100644 --- a/.pre-commit-config.yaml +++ b/.pre-commit-config.yaml @@ -33,10 +33,11 @@ repos: hooks: - id: isort args: ["--profile", "black"] - - repo: https://github.com/kynan/nbstripout - rev: 0.7.1 - hooks: - - id: nbstripout + # disable nbstripout to preserve examples ipynb outputs + # - repo: https://github.com/kynan/nbstripout + # rev: 0.7.1 + # hooks: + # - id: nbstripout - repo: https://github.com/pre-commit/pre-commit-hooks rev: v4.4.0 hooks: @@ -48,8 +49,32 @@ repos: rev: v2.3.0 hooks: - id: codespell + exclude: '.*\.ipynb$' additional_dependencies: - tomli + # nbQA for ipynb dedicated codespell + - repo: https://github.com/nbQA-dev/nbQA + rev: 1.9.1 + hooks: + - id: nbqa + entry: nbqa codespell + name: nbqa-codespell-code + alias: nbqa-codespell-code + types: [jupyter] + additional_dependencies: + - codespell==2.3.0 + args: + - "--nbqa-shell" + - id: nbqa + entry: nbqa codespell + name: nbqa-codespell-md + alias: nbqa-codespell-md + types: [jupyter] + additional_dependencies: + - codespell==2.3.0 + args: + - "--nbqa-shell" + - "--nbqa-md" # prettier - multi formatter for .json, .yml, and .md files - repo: https://github.com/pre-commit/mirrors-prettier rev: f12edd9c7be1c20cfa42420fd0e6df71e42b51ea # frozen: v4.0.0-alpha.8 diff --git a/README.rst b/README.rst index 82b2d82..2a0f80f 100644 --- a/README.rst +++ b/README.rst @@ -153,4 +153,13 @@ For more information on pyobjcryst please visit the project `web-page `_. + + Source: https://www.iucr.org/__data/iucr/powder/QARR/col/cpd-1a.prn + + Round Robin on Quantitative Phase Analysis: Madsen, I. (1997) ‘Round Robin on Quantitative Phase Analysis’, Powder Diffraction, 12(1), pp. 1–2. Available at: https://doi.org/10.1017/S0885715600020212. + + ``pyobjcryst`` is built and maintained with `scikit-package `_. diff --git a/examples/QPA-Quantitative phase analysis.ipynb b/examples/QPA-Quantitative phase analysis.ipynb index 40eeff8..594b2c6 100644 --- a/examples/QPA-Quantitative phase analysis.ipynb +++ b/examples/QPA-Quantitative phase analysis.ipynb @@ -16,7 +16,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 1, "id": "1", "metadata": {}, "outputs": [], @@ -49,16 +49,20 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 2, "id": "3", "metadata": {}, "outputs": [], "source": [ - "# Data from QPA round-robin\n", - "# https://www.iucr.org/__data/iucr/powder/QARR/samples.htm\n", - "# & Crystal structures from the Crystallography Open Database\n", + "# Data from QPA round-robin (cpd-1a.prn):\n", + "# https://www.iucr.org/__data/iucr/powder/QARR/col/cpd-1a.prn\n", "# Try samples 1a to 1h\n", - "data_file = \"cpd-1a.prn\"\n", + "\n", + "data_file = \"data/cpd-1a.prn\"\n", + "\n", + "# Data from Crystal structures from the Crystallography Open Database:\n", + "# https://www.crystallography.net/cod/\n", + "\n", "cod_phases = [1000032, 9008877, 5000222] # Al2O3, ZnO, CaF2 - needs checking\n" ] }, @@ -72,16 +76,48 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 3, "id": "5", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "1.5418366591135662\n", + "Imported powder pattern: 7251 points, 2theta= 5.000 -> 150.000, step= 0.020\n" + ] + }, + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "e982d5d79ef84be0a9192ebafce0ea53", + "version_major": 2, + "version_minor": 0 + }, + "image/png": 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IAQAAgDMQGRkpSaqsrAzwTEKLr16++iEwuDE9AAAAcAbCw8OVlJSkoqIiSVJcXJx5P1u0ZBiGKisrVVRUpKSkJIWHhwd6SrZGIAQAAADOkMvlkiQzFOL0kpKSzLohcAiEAAAAwBlyOBzq0qWL0tPTVVtbG+jpBL3IyEg6g0GCQAgAAAD4SXh4OEEHIYVFZQAAAADApgiEAAAAAGBTBEIAAAAAsCkCIQAAAADYFIEQAAAAAGyKQAgAAAAANkUgBAAAAACbIhACAAAAgE0RCAEAAADApgiEAAAAAGBTBEIAAAAAsCkCIQAAAADYFIEQAAAAAGyKQAgAAAAANkUgBAAAAACbIhA2U1dXpwcffFBZWVmKjY1Vr1699Mgjj6ihocEcYxiGZs6cKbfbrdjYWI0ePVrbtm1r8jxer1dTp05VWlqa4uPjNWnSJB04cKDJmOLiYuXk5MjpdMrpdConJ0clJSUdcZgAAAAAQCBs7rHHHtNzzz2nefPmafv27Xr88cf1xBNP6NlnnzXHPP7445o7d67mzZunjRs3yuVyaezYsSorKzPH5ObmasmSJVq8eLFWr16t8vJyTZw4UfX19eaYyZMna/PmzVq6dKmWLl2qzZs3Kycnp0OPFwAAAIB9OQzDMAI9iWAyceJEZWRk6MUXXzS3XXnllYqLi9Orr74qwzDkdruVm5ure++9V9LxbmBGRoYee+wx3XTTTfJ4POrcubNeffVVXX311ZKkgwcPKjMzU++9957Gjx+v7du3a8CAAVq3bp2GDRsmSVq3bp2GDx+uHTt2qG/fvq2ab2lpqZxOpzwejxITE/1cDYQih8Mh6XgnG21HHQEACBxe43YcOoTNjBw5UitWrNCuXbskSZ9//rlWr16tSy+9VJKUn5+vwsJCjRs3zvya6OhojRo1SmvWrJEk5eXlqba2tskYt9ut7Oxsc8zatWvldDrNMChJ559/vpxOpzkGAAAAANpTRKAnEGzuvfdeeTwe9evXT+Hh4aqvr9esWbP0y1/+UpJUWFgoScrIyGjydRkZGdq3b585JioqSsnJyS3G+L6+sLBQ6enpLfafnp5ujjkRr9crr9drfl5aWtqGowQAAAAAOoQtvP7661q4cKEWLVqkTZs26ZVXXtGf//xnvfLKK03G+U4n8zEMo8W25pqPOdH40z3PnDlzzEVonE6nMjMzW3NYAAAAANACgbCZe+65R/fdd5+uueYaDRo0SDk5Obrzzjs1Z84cSZLL5ZKkFl28oqIis2vocrlUU1Oj4uLiU445fPhwi/0fOXKkRfexsfvvv18ej8f8KCgoaPvBAgAAALA1AmEzlZWVCgtrWpbw8HDzthNZWVlyuVxavny5+XhNTY1WrlypESNGSJKGDBmiyMjIJmMOHTqkrVu3mmOGDx8uj8ejDRs2mGPWr18vj8djjjmR6OhoJSYmNvkAAAAAgLbgGsJmLr/8cs2aNUvdu3fXwIED9dlnn2nu3Ln67W9/K+n4aZ65ubmaPXu2+vTpoz59+mj27NmKi4vT5MmTJUlOp1M33HCDpk+frtTUVKWkpOjuu+/WoEGDdPHFF0uS+vfvrwkTJmjKlCl6/vnnJUk33nijJk6c2OoVRgEAAADgTBAIm3n22Wf10EMP6dZbb1VRUZHcbrduuukm/eEPfzDHzJgxQ1VVVbr11ltVXFysYcOGadmyZUpISDDHPPXUU4qIiNBVV12lqqoqjRkzRi+//LLCw8PNMa+99pqmTZtmrkY6adIkzZs3r+MOFgAAAICtcR/CEMc9WtAc98/zD+oIAEDg8Bq343ANIQAAAADYFIEQAAAAAGyKQAgAAAAANkUgBAAAAACbIhACAAAAgE0RCAEAAADApgiEAAAAAGBTBEIAAAAAsCkCIQAAAADYFIEQAAAAAGyKQAgAAAAANkUgBAAAAACbIhACAAAAgE0RCAEAAADApgiEAAAAAGBTBEIAAAAAsCkCIQAAAADYFIEQAAAAAGyKQAgAAAAANkUgBAAAAACbIhACAAAAgE0RCAEAAADApgiEAAAAAGBTBEIAAAAAsCkCIWBRhmEEegoAAAAIcgRCwKIIhAAAADgdAiFgUQRCAAAAnA6BEAAAAABsikAIWBQdQgAAAJwOgRCwKAIhAAAATodACAAAAAA2RSAELIoOIQAAAE6HQAhYFIEQAAAAp0MgBCyKQAgAAIDTIRACAAAAgE0RCAGLokMIAACA0yEQAhZFIGw7agcAAOyCQAgAAAAANkUgBCyKLlfbUTsAAGAXBELAogg1AAAAOB0CIQA0Q5gGAAB2QSAELIpQAwAAgNMhEAIWRSBsO2oHAADsgkAIWBShBgAAAKdDIDyBb775Rr/61a+UmpqquLg4nXPOOcrLyzMfNwxDM2fOlNvtVmxsrEaPHq1t27Y1eQ6v16upU6cqLS1N8fHxmjRpkg4cONBkTHFxsXJycuR0OuV0OpWTk6OSkpKOOEQAp0CYBgAAdkEgbKa4uFgXXHCBIiMj9f777+vLL7/Uk08+qaSkJHPM448/rrlz52revHnauHGjXC6Xxo4dq7KyMnNMbm6ulixZosWLF2v16tUqLy/XxIkTVV9fb46ZPHmyNm/erKVLl2rp0qXavHmzcnJyOvJwYWGEGgAAAJyOw+BVYxP33XefPv30U33yyScnfNwwDLndbuXm5uree++VdLwbmJGRoccee0w33XSTPB6POnfurFdffVVXX321JOngwYPKzMzUe++9p/Hjx2v79u0aMGCA1q1bp2HDhkmS1q1bp+HDh2vHjh3q27dvq+ZbWloqp9Mpj8ejxMREP1QAoc7hcEiSjh07puTk5ADPJjTV1NQoOjpaEsEaAIBA4DVux6FD2Mxbb72loUOH6he/+IXS09M1ePBgLViwwHw8Pz9fhYWFGjdunLktOjpao0aN0po1ayRJeXl5qq2tbTLG7XYrOzvbHLN27Vo5nU4zDErS+eefL6fTaY45Ea/Xq9LS0iYfAAAAANAWBMJmvv76a82fP199+vTRBx98oJtvvlnTpk3T3/72N0lSYWGhJCkjI6PJ12VkZJiPFRYWKioqqkV3pvmY9PT0FvtPT083x5zInDlzzGsOnU6nMjMz236wsDQ6W21H7QAAgF0QCJtpaGjQueeeq9mzZ2vw4MG66aabNGXKFM2fP7/JON9peT6GYbTY1lzzMScaf7rnuf/+++XxeMyPgoKC1hwWbIhQAwAAgNMhEDbTpUsXDRgwoMm2/v37a//+/ZIkl8slSS26eEVFRWbX0OVyqaamRsXFxaccc/jw4Rb7P3LkSIvuY2PR0dFKTExs8gGcCIEQAAAAp0MgbOaCCy7Qzp07m2zbtWuXevToIUnKysqSy+XS8uXLzcdramq0cuVKjRgxQpI0ZMgQRUZGNhlz6NAhbd261RwzfPhweTwebdiwwRyzfv16eTwecwyAwCBMAwAAu4gI9ASCzZ133qkRI0Zo9uzZuuqqq7Rhwwa98MILeuGFFyQdP80zNzdXs2fPVp8+fdSnTx/Nnj1bcXFxmjx5siTJ6XTqhhtu0PTp05WamqqUlBTdfffdGjRokC6++GJJx7uOEyZM0JQpU/T8889Lkm688UZNnDix1SuMAqdCqAEAAMDpEAibOe+887RkyRLdf//9euSRR5SVlaWnn35a1157rTlmxowZqqqq0q233qri4mINGzZMy5YtU0JCgjnmqaeeUkREhK666ipVVVVpzJgxevnllxUeHm6Oee211zRt2jRzNdJJkyZp3rx5HXewsDQCYdtROwAAYBfchzDEcY8WNOdblOjw4cMnXMkWp1dVVaW4uDhJhEMAAAKB17gdh2sIAYsiyLQdtQMAAHZBIAQsilDjHw0NDYGeAgAAQLshEAJAM43DNMEaAABYGYEQsCiCjH/QIQQAAFZGIAQsikDYdo1rRyAEAABWRiAELIpA6B8EQgAAYGUEQgBohg4hAACwCwIhYFF0CP2DQAgAAKyMQAhYFIGw7egQAgAAuyAQAsApEAgBAICVEQgBi6JD2HZ0CAEAgF0QCAGLIhD6B4EQAABYGYEQsCgCYdvRIQQAAHZBIASAUyAQAgAAKyMQAhZFh9A/CIQAAMDKCISARREI245TRgEAgF0QCAHgFAiEAADAygiEgEXRIWw7OoQAAMAuCISAhTQOMgRC/yAQAgAAKyMQAkAzdAgBAIBdEAgBC6FD6H8EQgAAYGUEQsCiCIRtR4cQAADYBYEQsBA6hP5HHQEAgJURCAGgGTqEAADALgiEgIXQIfS/+vr6QE8BAACg3RAIAQshEPoHdQQAAHZBIASAUyAQAgAAKyMQAhZCZ8s/qCMAALALAiFgUQQZ/6COAADAygiEgIXQ2fIP6ggAAOyCQAgAzRAIAQCAXRAIAQshyPgfdQQAAFZGIAQshEDoH9QRAADYBYEQAJppHAIbGhoCOBMAAID2RSAELITOln9QRwAAYBcEQsBCCDL+Rx0BAICVEQgBCyG8+AfBGgAA2AWBELAogkzbEQgBAIBdEAgBCyHI+B91BAAAVkYgBCyEQOgf1BEAANgFgRCwEMKLf3DbCQAAYBcEQsBC6Gz5B3UEAAB2QSAELIQg43/UEQAAWBmB8DTmzJkjh8Oh3Nxcc5thGJo5c6bcbrdiY2M1evRobdu2rcnXeb1eTZ06VWlpaYqPj9ekSZN04MCBJmOKi4uVk5Mjp9Mpp9OpnJwclZSUdMBRATgVgjUAALALAuEpbNy4US+88IJ++MMfNtn++OOPa+7cuZo3b542btwol8ulsWPHqqyszByTm5urJUuWaPHixVq9erXKy8s1ceJE1dfXm2MmT56szZs3a+nSpVq6dKk2b96snJycDjs+WA9Bxj+oIwAAsAsC4UmUl5fr2muv1YIFC5ScnGxuNwxDTz/9tB544AH9/Oc/V3Z2tl555RVVVlZq0aJFkiSPx6MXX3xRTz75pC6++GINHjxYCxcu1JYtW/Thhx9KkrZv366lS5fq//7f/6vhw4dr+PDhWrBggd555x3t3LkzIMeM0EeQ8T/qCAAArIxAeBK33XabLrvsMl188cVNtufn56uwsFDjxo0zt0VHR2vUqFFas2aNJCkvL0+1tbVNxrjdbmVnZ5tj1q5dK6fTqWHDhpljzj//fDmdTnMM8H0RCP2DOgIAALuICPQEgtHixYu1adMmbdy4scVjhYWFkqSMjIwm2zMyMrRv3z5zTFRUVJPOom+M7+sLCwuVnp7e4vnT09PNMSfi9Xrl9XrNz0tLS1t5VLADwot/EAgBAIBd0CFspqCgQHfccYcWLlyomJiYk45zOBxNPjcMo8W25pqPOdH40z3PnDlzzEVonE6nMjMzT7lP2BdBpu24DyEAALALAmEzeXl5Kioq0pAhQxQREaGIiAitXLlSzzzzjCIiIszOYPMuXlFRkfmYy+VSTU2NiouLTznm8OHDLfZ/5MiRFt3Hxu6//355PB7zo6Cg4IyOF9ZCZ8v/qCMAALAyAmEzY8aM0ZYtW7R582bzY+jQobr22mu1efNm9erVSy6XS8uXLze/pqamRitXrtSIESMkSUOGDFFkZGSTMYcOHdLWrVvNMcOHD5fH49GGDRvMMevXr5fH4zHHnEh0dLQSExObfAA+hBf/IFgDAAC74BrCZhISEpSdnd1kW3x8vFJTU83tubm5mj17tvr06aM+ffpo9uzZiouL0+TJkyVJTqdTN9xwg6ZPn67U1FSlpKTo7rvv1qBBg8xFavr3768JEyZoypQpev755yVJN954oyZOnKi+fft24BHDSggy/kEdAQCAXRAI22DGjBmqqqrSrbfequLiYg0bNkzLli1TQkKCOeapp55SRESErrrqKlVVVWnMmDF6+eWXFR4ebo557bXXNG3aNHM10kmTJmnevHkdfjywDoKM/1FHAABgZQ6DVzshrbS0VE6nUx6Ph9NHoYMHD6pr166SpE8++UQjR44M8IxC0/bt2zVgwABJ0ptvvqmf/vSnAZ4RAAD2wmvcjsM1hIBF8V5P29FpBQAAdkEgBCyEIOMf3HYCAADYBYEQsBACof9RRwAAYGUEQsBCCC/+QbAGAAB2QSAELIQg4x/UEQAA2AWBELAQgoz/UUcAAGBlBEIAaIZgDQAA7IJACFgIQcY/qCMAALALAiFgIQQZ/6COAADALgiEgIUQZPyP+xACAAArIxACFkII9A+CNQAAsAsCIWAhBBn/oI4AAMAuCISARRFk/IM6AgAAKyMQAhZCePEPOoQAAMAuCISAhRBk/IM6AgAAuyAQAhZCkPEP6ggAAOyCQAhYCEHG/7jtBAAAsDICIWAhhED/IFgDAAC7IBACFkWQaTsCIQAAsAsCIWAhBBn/C7Y6VlVVqaioKNDTAAAAFkEgBCwk2MJLqArmYH355ZcrIyMj0NMAAAAWQSAELCSYg0woCeY6rlixItBTAAAAFkIgBCwkmINMKKGOAADALgiEAHAKBEIAAGBlBELAQuhs+Ufj2gXbfQgdDkegpwAAACyEQAhYCIHQP4K5jmFh/NoGAAD+wysLwEKCOciEKuoIAACsjEAIWAjhxT8I1gAAwC4IhICFEGT8I5jryDWEAADAnwiEgEUFW5AJJcEcCAEAAPyJQAhYCOHF/4K1psE6LwAAEFoIhICF0Nnyj1CoY7DdDgMAAIQmAiFgIaEQZEJBMN+H0Ke+vj7QUwAAABZAIAQshEDof8Fax2ANqgAAILQQCAELCdbwEmqCOVj7VhklEAIAAH8gEAIWFWxBJpQEcyD0IRACAAB/IBACFhIKQSYUhEIduYYQAAD4A4EQsJBgDS+hLFhrSocQAAD4A4EQsJBQ6GyFglCoI4EQAAD4A4EQsJBQCDKhIJhvO8GiMgAAwJ8IhICFEAL9L1hrSiAEAAD+QCAELCpYg0woCIVOK4vKAAAAfyAQAhYSCkEmFIRCHekQAgAAfyAQAhYSCkEmFPhq53A4graOBEIAAOAPBMJm5syZo/POO08JCQlKT0/XFVdcoZ07dzYZYxiGZs6cKbfbrdjYWI0ePVrbtm1rMsbr9Wrq1KlKS0tTfHy8Jk2apAMHDjQZU1xcrJycHDmdTjmdTuXk5KikpKS9DxEWFqzhJVQFYyBkURkAAOBPBMJmVq5cqdtuu03r1q3T8uXLVVdXp3HjxqmiosIc8/jjj2vu3LmaN2+eNm7cKJfLpbFjx6qsrMwck5ubqyVLlmjx4sVavXq1ysvLNXHixCbX/UyePFmbN2/W0qVLtXTpUm3evFk5OTkderywFjqE/uGrXVhYWNDVkUAIAAD8KSLQEwg2S5cubfL5Sy+9pPT0dOXl5enCCy+UYRh6+umn9cADD+jnP/+5JOmVV15RRkaGFi1apJtuukkej0cvvviiXn31VV188cWSpIULFyozM1Mffvihxo8fr+3bt2vp0qVat26dhg0bJklasGCBhg8frp07d6pv374de+CwBAKhf4RCIGRRGQAA4A90CE/D4/FIklJSUiRJ+fn5Kiws1Lhx48wx0dHRGjVqlNasWSNJysvLU21tbZMxbrdb2dnZ5pi1a9fK6XSaYVCSzj//fDmdTnPMiXi9XpWWljb5ANA+HA5H0HbignVeAAAgtBAIT8EwDN11110aOXKksrOzJUmFhYWSpIyMjCZjMzIyzMcKCwsVFRWl5OTkU45JT09vsc/09HRzzInMmTPHvObQ6XQqMzOz7QcIy6FD6B/B3CH0IRACAAB/IBCewu23364vvvhCf//731s85jtty8cwjBbbmms+5kTjT/c8999/vzwej/lRUFBwusOAjRAI/SOYAyHXEAIAAH8iEJ7E1KlT9dZbb+njjz9Wt27dzO0ul0uSWnTxioqKzK6hy+VSTU2NiouLTznm8OHDLfZ75MiRFt3HxqKjo5WYmNjkA/AhEPqHr3bh4eFBV0cCIQAA8CcCYTOGYej222/XG2+8oY8++khZWVlNHs/KypLL5dLy5cvNbTU1NVq5cqVGjBghSRoyZIgiIyObjDl06JC2bt1qjhk+fLg8Ho82bNhgjlm/fr08Ho85Bvi+gi28hLpgvu0Ei8oAAAB/YJXRZm677TYtWrRI//rXv5SQkGB2Ap1Op2JjY+VwOJSbm6vZs2erT58+6tOnj2bPnq24uDhNnjzZHHvDDTdo+vTpSk1NVUpKiu6++24NGjTIXHW0f//+mjBhgqZMmaLnn39eknTjjTdq4sSJrDAKvwi2IBNKgvmUUR86hAAAwB8IhM3Mnz9fkjR69Ogm21966SX9+te/liTNmDFDVVVVuvXWW1VcXKxhw4Zp2bJlSkhIMMc/9dRTioiI0FVXXaWqqiqNGTNGL7/8ssLDw80xr732mqZNm2auRjpp0iTNmzevfQ8QlsYpo/4RzIGQU0YBAIA/EQibac2LP4fDoZkzZ2rmzJknHRMTE6Nnn31Wzz777EnHpKSkaOHChW2ZJnBCwRZeQh23nQAAAFbHNYSAhdAh9A86hAAAwC4IhICFEAj9IxQCIYvKAAAAfyAQAhYSbOElVAXzbSd86BACAAB/IBACFhWsQSaUBPNtJwiEAADAHwiEgIVwyqh/BPMpoz4EQgAA4A8EQsBCCIT+EcyB0Nch3L59e4BngmBXVFQU6CkAAEIAgRCwkGALL6EuGE8Z9bntttsCPQUEsXfffVcZGRnaunVroKcCAAhyBELAQhqfRhisQSYUNO4QBtupmb4OIXAqmzdvliTl5+cHdiIAgKBHIAQspPGtCAiEbRfMp4wCAAD4E4EQsBDuTecfwXzbidra2kBPASHA10kOtu9fAEDwIRACFsIpo/4VjNcQVlVVBXoKCAEEQgBAaxEIAQvhlFH/COZTRnv27ClJuvzyywM7EQAAYAkEQsBCfIEwGDtbocRXu2CsY1jY8V/bbrc7wDNBMKNDCABoLQIhYCG+U0bDw8MDPJPQ5qtjRERE0L2g9s2nrq4uwDNBMCMQAgBai0AIWIivQxiMi6GEEl8dgzEQ+sIqi8ugNYLt+xcAEHwIhICF+MJCMF77FkoaB8Jguw+hHTqEK1assPTxdQTuVwkAaC0CIWAh9fX1CgsL48XgGQqFDqFVA9POnTt18cUX68knnwz0VEKa73cAt6IBAJwOgRCwkPr6evP6wWALMqGkcbAOtjpavUNYXl4uSSooKAjwTKyBU4sBAKdDIAQspKGhQeHh4UEZZEKJL1gHYx2tfg2hbxXVYDtVN9T4OoRWfeMAAOA/BELAQjhl1D9CIRBa9YU+gdC/rPrGAQDAfyICPQEA/sMpo/4RzIHQ6qeM+t7MIBCeGat3kgEA/kOHELAQ3ymjEoHwTARzILT6C33f8REIz4zvDQOrfp8AAPyHQAhYSDAvhhJKfIEwLCws6IKJ7//VqqtH+oJMoOpuGIYlfnYIhACA1iIQAhbSeFEZtF0odAitespooAPhT37yEyUkJARk3/7kq2NNTU2AZwIACHZcQwhYiK9DKHHK6JkI5tVarX4NYaAD4cqVKwOyX3+jQwgAaC06hICFBHNnK5QE86m3dAjRGnQIAQCtRSAELIRTRv0jmIO1LyhZ9RpCX0eLQHhm6BACAFqLQAhYCKeM+kcwB0JOGUVr+Or42GOPacWKFQGeDQAgmBEIAQsJ5iATSmpraxUZGRmUdWxoaJDD4SAQ4pQaf3/84x//COBMAADBjkAIWEgwL4YSSqqrqxUTE6OwsLCgq6NhGIqMjLTsKaMEQv9ofKqo1+sN4EyAk5s7d65cLlegpwHYHquMAhbSeDEUtJ3X61VMTIwcDkfQBZP6+npFRUXRIcQpNQ6ELCyDYDV9+vRATwGA6BACluLrEErBcQ3hokWLtGrVqkBP43vzdQiDsdNaW1ur2NhYAiFOqXEg7MhafvXVV3riiSc6bH9W9uqrr6q4uDjQ02hXvjcv6WIDgUUgBCyktrZWERERQRNkrr32Wo0aNSrQ0/jegjUQGoahuro6AmEHCPT+z1SgAuHkyZM1Y8YMy35/dhSPx6PrrrtON9xwQ6Cn0q58i6CVlJQEdiKAzREIAQtpHGTQdr46hoeHB9W1er4X2bGxsUE1L3/yHePbb7+to0ePBmweod6xCFQg9L2BcuzYsQ7bpxX56ldYWBjgmbQv3xktBEIgsAiEgIX4gowUHKeMhipfHWNjY1VdXR3o6Zh814LZoUMoSR9//HHA5lFWVhawfftD4+sGOzIQ+n7/BDLMW0F5ebkk695eprlQ/3kDQh2BELAQr9er6OjooDvVMdT4AmFcXJwqKioCPR2Tr2sVHx9v2ReKjY8rMjIyYPPo379/wPbtD4HqEPoCoRU6hEePHtW3334bkH37fu80/n+0It/fqWD6PQvYEauMAhbCKaP+0TgQVlZWBno6Jl8gjIuLs0Ug7OgXw41Pww31QNO4dlVVVR22X981Yb4OVyhLS0tTQkKCSktLO3zfdgmEvjcrrPD9AoQyOoSAhfg6hAkJCW2+JsNf3YRQ7lAGeyCMj4+3/DWEUscGmUDsrz3V1NRo2LBhcjqdHdp98b0ZZZWOT6BOZbRjILT6sQLBjEAIWEhFRYXi4+OVlpbWpuXKlyxZovj4eL+8Ix5M1959X75gHcyB0KodwkB1tgKxv/ZUWVmpIUOG6Je//GVAwtnOnTst+6ZFR/D9n1n151w6/qah743DlStXKioqSv/4xz8CPCvAngiEgIWUlpYqISFBiYmJbQp1ixcvVnV1tfbt23fGc2n84jrUboxdXl6uuLg4xcfHB1Wno3EgNAzDki+4q6qqFB8fb/67o/dtFZWVlQH5HvYF+t///veaNWtWh+23PQWic+X7P/N4PIqPj1d+fn6Hz6G9NX6z7YsvvpAkvfDCC4GaDmBrBELAQsrKypSYmCin0ymPx/O9vz4qKkpS65c6f+GFF7R69eoTPtb4xXUgrsFpq/r6ehUWFsrtdishIUHl5eVBE7x8gTApKUmSgqp76S9VVVVyuVxKSUkJeCAM5dOeAxUIG39Prl+/vsP262+NO3OHDx/u8P37/s+OHj2qyspKjRkzpsPn0N4an8XiOzU3IyMjUNNp4ciRIxozZowKCgoCPRWg3REIAQspKytTQkKCUlNTdeTIke/99b5A2NoXQDfddJN+/OMfn/Cxxi8M2xJOA+XQoUOqr69XZmamUlNTZRiGPv/880BPS9L/1rFr166Sjv9/b9iwQd98800gp+VXviATGxvb4YHQ9z171113Nfk8FFVUVAQkEDbeV1xcXIft198a/87KzMzUxo0bO3T/za9dHDduXIfuvyMcOHDA/PeePXskBdd9F9euXauPPvpIjz32WKCnArQ7AiHazDCMkF+Jz0oMwzBPGe3SpYsOHTr0vZ/Dd91fa/4on657EqodQt+LlG7duik1NVWSNGTIkKDoEhYVFUmSevfuLen4i8Zhw4apZ8+eHbL/VatW6ZZbbmnXfQRDIExPT5cUuvdGa2hokMfjkdPpDGggjI2N7bD9+lvzRbl+9KMfdej+m9/H0Yr3ddy/f7+k47X1/ezt3r07kFNqwnfLESu94QacDIEQbfbwww8rNTVVDodDDodDKSkp+t3vfqc777yzzStcou327Nmj2tpa9erVS263W0eOHDFPMWwtX8BvTSA83TLhjV8YhlKH8F//+pek4104p9Npbn///fcDNSWT7xS8Ll26SPrfwNJRC0/87Gc/03PPPef3a0Lz8/PlcDj04YcfyuPxKCEhISCB8ODBg5Kks846S1LoBsLS0lI1NDQoJSVF8fHxqq2t7bDr4Br/3IfSG0HNNf8b9tOf/rRD93/06FF16tTJ/Nwf13UHm4KCAnXq1ElZWVlNtgXLgmQffvihJGnLli0yDEO33HKL1q1bF+BZAe2DQBgE/vrXvyorK0sxMTEaMmSIPvnkk0BPqVX69evX5PPi4mK9+OKLevrpp5WcnGwGRd/HjTfeqJdeeknz5s3TX/7yFy1atEj79+9XYWFhSF+rEyx+//vfS5KGDx+uPn36yDAM8zSc1vJd09GaQNj4lNQTdc8an3YaSp3kRx99VJKUmpqqc845x9x++eWXB2hG/+uZZ56RJCUmJkpqeo2W79329hQdHS1J+vjjj/36vO+9954k6ZZbbtG3336rtLQ0JSYmat68ed/7TY0zceDAAcXFxal79+6STh0IDcMI2sWSfF2Wrl27aufOnZKkvLy8dt9vfX29PB6P+XPTEd+T7aV5IOzo++QtXLhQgwcPNj+3YiBcvHixIiMjNXDgQElSQkKCDMPQu+++G+CZHef7mfnqq69011136bnnntPw4cMDPCugfRAIA+z1119Xbm6uHnjgAX322Wf68Y9/rEsuuSQk/pBOnjxZBw4c0G9/+9tWjV+wYIF++9vfaurUqbr99tt17bXXqkePHurSpYvCwsJaBMgTfaSnp+uuu+7SggULtHDhQu3atUv//Oc/VVhYqDvvvFNvv/22li1bpt27d+vIkSMqLy8P+bBZW1t72k5JYWGh/vnPf0o6vuBI//79JUlTp079Xp0BX4ekcSDctWvXCQOf7/RF6fi7useOHWtymmpBQYEiIyMVGRlpPm9H2rlzp/bu3duqseXl5dq1a5fOPvtsSdLPf/5z835qvu+fsLCwgH4vNX7X3PeO+r///W9z2xtvvCHpeKhv3JlpaGjw27x9NZkwYYJfns/HF6z27Nmjf//738rMzNSnn34qSRo1apRf93UqW7dulcvlMgP3qU7TmzlzpqKjo4PyzQ7f6Y3Z2dn69a9/LUlavnz5CcdWVVX5LeDv2LFDVVVVmjt3rmbNmqWvv/5ahmFo586dWrJkiV/20VE2bdpkvgEi+f9NkFPx1a1r165atWqVHnnkERUVFZ30jTqPxyOHw6Hbb79dtbW1euSRR/Rf//VfHTbftvjmm2/0n//8R8XFxXrwwQf1wQcfmIu3PP/88wGe3fEQuGvXLvP0/Kefftp8zNc5PJXRo0fL4XCouLhYDQ0NQbVaNXAiDiPUXy2HuGHDhuncc8/V/PnzzW39+/fXFVdcoTlz5pz260tLS80VJX0vYgKtoaFB+/btk9PpVH5+viZPnqyhQ4dq0aJFgZ5aUOnVq5e+/vprxcbGKiEhoUnA6tKliwYPHqxPPvnE7FKkpqae9jqSp59+WnfccYckyeVytVgc5vrrr9eWLVvk9Xp10UUX6V//+peOHTt2wne/Bw4cqG3btpmfJycnq7i4WD/5yU+UlZWl//7v/zYf69Onj9mVGDlypLnyaGZmpvlHPj09Xd27d5fb7VZDQ4Peeecd3Xfffbrgggv0zjvvqHPnzurSpYu2bdumn/70p9q1a5f279+v0tJSRUVFqba2VhdeeKEKCgr06aef6q233tL06dPVqVMn/fGPfzTnkZCQoL59++rvf/+7pOPX/w0dOlR///vfW30KW0lJSZPTRefNm6epU6c2GRMVFaWamhpFR0ebXayoqCglJyerV69e+tGPfqS6ujp1795dvXv31o4dOxQREaHCwkJ169ZN06dPlyRddNFFamho0FlnnaWNGzfqs88+kyQNHjzY/Hdj//M//6Nf/OIXOv/8880OYVhYmHmDZ5/x48crPj7eDIpXXnmlhg0bpjFjxqi6ulr19fVKSkpSQkKCvv32W8XExKiyslKLFi3S9u3b9eCDDyoqKkrx8fGqrq7Whx9+qPvvv998/iVLlqhHjx7q27ev9u3bpx/84AcyDEP79+9XWVmZPB6PunbtquTkZFVUVGjbtm2aOHGipOOLEfXp00eHDx/WRRddpEsuuaTJ3NevX689e/bo2muvlXT8es65c+eat9rIzs5WfHy8ysrKVFtbq4qKCg0cOFCbNm2S2+3W3r17NWvWLKWnp+vOO+9Uv379VFhYqD179igtLU2HDh3Spk2bVFhYqJEjR+pPf/pTkwUuamtrFRkZKanlz0F+fr42bdqkK6+80ty2Zs0a5efn69JLL1VpaakKCwvlcrnMn5mYmBgVFRWpuLjYfDE5YcIEhYWFyev16ssvv1RERITGjh0rj8ej5ORkGYYhr9er2NhYRUZGqrS0VK+//rr69u2rgoICuVwuVVRU6NFHH9XQoUMVExOjv/3tb03qaBiGGhoaFB4e3mT7n//8Z1VWViopKUnTpk0zt19zzTUaNWqUevXqpd69e+uTTz5R586dlZSUpE2bNqlz586KiopSaWmpXnrpJTkcDkVFRWnQoEFauHCh+fumtLRUq1atMv+/G7vooov03HPPadWqVRowYIDq6+uVmJiosLAw9ezZUwcOHFBycrK2bt0qh8OhMWPGaNasWQoLC9Oll14q6fhiNS6XS1VVVSouLpZhGCopKdGOHTs0dOhQ7dmzR127dlVpaan5/de5c2f169dPPXr00MCBAzV+/HjFxcVpypQpkiS326358+dry5YtevDBByUd/x29detWvf766/rNb34jSZo/f75cLpeeeeYZXXHFFRo6dKh27dqliy66SF9//bX+8Y9/aNSoUerXr5927dqlXr16qby8XNu3b9eqVau0aNEiderUSSNGjNDYsWOVnJysvXv3asuWLebp6j5fffWVevXqpd27d5unMV955ZWKiIhQ165dVVZWptdff/20v9euvvpq/fSnP9X555+vtWvXKiUlRQkJCebvrvj4eO3YsUORkZHKyMjQ1q1bdeGFF6q0tFSbNm1SeHi4unbtqrVr12r27NmSjq8GWlNToylTpqiqqkrXXHONPv/8c0VFRamoqEgul0vl5eX66KOPlJGRoW7duumRRx5p8Qblww8/rJkzZ5qf+9508omMjNSFF16o7OxsHTx4UOecc452796tgoICrV+/Xn/5y19UWFioSy+9VKtXrzYXBHvyySd19dVXq7i4WEeOHFFVVZWSk5M1YMAAJSQkqKysTF6vV//zP/+jgoICs5Pe3JIlS/Szn/1Mklpcj5uUlKSSkhL97Gc/U8+ePfXVV19pw4YNOuuss7Rq1aoTPt8FF1ygH/7wh/r222914YUXat++fYqPj1dSUpLy8vI0YcIElZeX69ChQ/ryyy8VHR2tvXv3avXq1Ro5cqTuuOMOHT58WJs2bVLPnj116NAhlZWVqXfv3urVq5feeOMNXXfddTp27Jg+//xznXPOOerUqZO6dOmitWvXauDAgUpPT9ctt9yiiy66SNnZ2fr8888VExOjXbt2afTo0aqurtbu3bvldDr13nvvafbs2QE7QyYYX+NaFYEwgGpqahQXF6d//OMf5i8cSbrjjju0efNmrVy5ssXXeL3eJqdQlZaWKjMzMzA/LK+/Lr32Wpu/vK6uThEREcf/XV8vT0mJSsvKFBEerpqaGtXX16u8vFyVlZUqLS1VXX294uLiVF9f36GnkYWK9M6ddf7555uf1zc0tOnUm+zsbG3durXV431/XE+kX79+2rFjx/eeQyBNmDBBUd+FAZ+Ghga9EwSnMfX+wQ80YMAAScd/F3ywbJliY2LUxe3W119/3SFzOPvss9tt1dXeP/iBKisrNXToUEnSseLik97WpL2ce+656ta1qz5ZvbrJsvihxCFp7Lhxivmuw3XgwAFtOsGbC+0hPi5OY8aMUW1dnZa+/75C+QVG7969NaB/fxmGobffeadD952QkKCfjB5tfv7ee++pLggWtvKnrJ49NWjQoCbb9u7dqy+2bAnQjJrKHjhQvXr1Ul19vY4dParUtDR9tmmTDrZhwbZQ1iDpx99+ay6y1pEIhB2HQBhABw8eVNeuXfXpp59qxIgR5vbZs2frlVdeOeE7VjNnzjS7IY2FYiAMJoZhqLKyUhGRkcfDgMOhutpaOcLCFB4Wpvr6elVWVSkuNlZh4eEyGhokh0M1Xq9q6+pUV1uryKgoHTt2TCnJyaqqqlJcXJyqvV6VlZaqvKJCCZ06KSEhQQ2GobraWkVERKiyqkrJSUn66quvlJGRocOHD6uuvl49uneX1+uVw+FQUlKSYmJitHfvXjUYhlJTUlRTU6OIiAjFd+qkqKgoRTTrADRW/90pg4Xf/RErLi5WfUODarxelZeXq7yiQrGxserWtav69OmjiIgIlZaVafeuXerSpYtSUlJ06NAhHT58WJWVlTqrb19VV1Wpa9euiomJkWEY2r17t+I7dVJycrI8JSWSw6HY2FglJyUdX/GwtFRHjx7V3vx8GTp+mtqIESPM7/FO8fHat3+/Mrt1kyMsTOXl5QoLC9OxY8fU0NAgZ2Ki6hsaFBkRIUMyH8vq2VPVXq+cTqdiY2JUXFys2ro6lZeX66yzzlKn+Pjjcy8qUnJysiLCwxUVFaUePXuqqrJS0dHRioiMlOOk1WtZy+rqakVFRSnM4VBJSYlq6+pUXFys3bt3KysrS/Hx8cdXpzMMRUZF6UBBgRKdTkWEhysiMlJGQ4NiY2PldDqVnpGhj1asUHhEhBoaGtRQXy93167yer1KcjqVmJio8IgIderUSZ3i41u8e97YwYMHVeLxqEf37goLC9N/8vJUU1Oj7OxsOZ1O/fvjj1VTW6vu3bur8NAh1dXXq6GhQXFxceYKf76uZ1JSkmq+e9Ol8rvTlWOio3X2OecoIz1du/fs0f59+1RRWalOnTopJjpamZmZqqqu1o4dO1p0s6MiI9XQ0KABAwcqyenU9h07dPTbb9VgGOrqdsvpdKpnz57mG0SNNTQ0aNuXX+rbI0dUVl6uyMhIJSUlKSUlRcXHjikyMlIlJSWKiIxU1Xfz8dbUqKKiQllZWTIaGrR//37zZ+fod6d4+t7ISE5KUmlZmfr17asePXo0mYOv69QzK0tpqanav3+/qqqqVHTkiFwZGerXv78OFBTos82bJUk9e/TQ3n37lJyUpPr6enXu3FlFR47IW12tmu86Iw4d764cO3ZMNbW1io6Kkve7U2ZTU1PNn4WY6GhVf/d/4Ha7JcMwX4h2795d+/fvV1JSkpKTk1VfX6/0zp1lGIZSU1MVExPT8nu3vl4VFRUqLStTfV3d8b8ZTqeKi4s1oH9/1dXXa9++fSopLlZVdbXZCfHNLzwsTBkZGYqKjlaS06nCw4cVFxuraq9Xx44elbtrV/Xp3bvJaZaSVFxSosqKCnXt2lXFxcXauXOnkpKTVVRUpJKSEsXExCgiIkLl5eWKj4s7/j0VH6/y7/Y/+JxzVFFZqYqKCh07elSGpPCwMNV8t1BObGysYmNi5PV6VVFZqS4ulw41OrXSlZEhQ1JERIRSUlJUUVGh4uJiFRcXKyoqSj867zxVVlYqNi5Oe/bsUX19vdxutxITE5WSnNzk+/Do0aPavWeP6urqVFJSYv7OdrvdciYm6lBhoXntYUREhOrq6pSamqramhpVVlWpT+/e6ty5s3bv2aPOaWnyeDyqqqpSZVWVMjMzZRiGkpxOpaSknPBnob6+XqWlpWYHPjIyUnHx8YqOjlZaWprq6+sVHh6u8LAwVVRWqrq6WlVVVfr222+1f/9+9T3rLB08dEhpqakqLCyU1+tVVlaWDhcVqaK8XKlpaUro1EmFhw+rqqpKsbGxiouNVWVVlXnZQnJysgYPHqyvv/5aXd1ufbFliyorKtS9Rw/V1NSorq5ONTU1Ki4uVlpamiIjIlRTW6uEhATFx8crJjpaqWlp5u/BE6mrrz/+N7eyUvv27lVcfLy81dU6/F3nMTo6WkWHD+vosWMKCwtTV7dbcfHxKvV4VOLxKDoqSknJyebnLpdL1VVVCv/uzeaY2Fh5q6tlGMbxBfFSU9WjR4/jp4AfParO6ekKDzv5FVVer1elZWVy6PjlFWXl5erSpYtKv1s8LTU1VW63Ww6HQ9XV1TIkxcbEqLCwUF988YUcYWGKi41VTGysjhQVqaa2VrExMaqqrlZWVpY8JSWK+u509E6dOikyIkJd3G59c+CA+vTpo2PfvVEVER6uggMHlNCpk2q/e01hSEro1En7CwrM/7NeWVmKi4uTp7RU4WFhxzv5DodcLpdiY2JU4vEc/5v73eKA5eXlqquvlysj4/jv0d69lbhixUnr0Z4IhB2HQBhAvkC4Zs2aJhcqz5o1S6+++uoJOytB1SEEAAAA2gGBsOO0fAsKHSYtLU3h4eEtLhQvKipSRkbGCb8mOjq6xTuwAAAAANAWrDIaQFFRURoyZEiL1d+WL1/e5BRSAAAAAGgPdAgD7K677lJOTo6GDh2q4cOH64UXXtD+/ft18803B3pqAAAAACyOQBhgV199tY4ePapHHnlEhw4dUnZ2tt577z316NEj0FMDAAAAYHEsKhPiuOAWAAAAVsNr3I7DNYQAAAAAYFMEQgAAAACwKQIhAAAAANgUgRAAAAAAbIpACAAAAAA2RSAEAAAAAJviPoQhznfXkNLS0gDPBAAAAPAP32tb7pDX/giEIa6srEySlJmZGeCZAAAAAP5VVlYmp9MZ6GlYGjemD3ENDQ06ePCgEhIS5HA4TjimtLRUmZmZKigo4Mae7YD6th9q276ob/uhtu2L+rYfatu+qG/rGYahsrIyud1uhYVxlVt7okMY4sLCwtStW7dWjU1MTOSXTzuivu2H2rYv6tt+qG37or7th9q2L+rbOnQGOwZxGwAAAABsikAIAAAAADZFILSB6OhoPfzww4qOjg70VCyJ+rYfatu+qG/7obbti/q2H2rbvqgvghGLygAAAACATdEhBAAAAACbIhACAAAAgE0RCAEAAADApgiEAAAAAGBTBEIb+Otf/6qsrCzFxMRoyJAh+uSTTwI9pZAzZ84cnXfeeUpISFB6erquuOIK7dy5s8kYwzA0c+ZMud1uxcbGavTo0dq2bVuAZhy65syZI4fDodzcXHMbtT0z33zzjX71q18pNTVVcXFxOuecc5SXl2c+Tn3bpq6uTg8++KCysrIUGxurXr166ZFHHlFDQ4M5htq23qpVq3T55ZfL7XbL4XDozTffbPJ4a2rp9Xo1depUpaWlKT4+XpMmTdKBAwc68CiC06lqW1tbq3vvvVeDBg1SfHy83G63rrvuOh08eLDJc1Dbkzvd925jN910kxwOh55++ukm26kvAolAaHGvv/66cnNz9cADD+izzz7Tj3/8Y11yySXav39/oKcWUlauXKnbbrtN69at0/Lly1VXV6dx48apoqLCHPP4449r7ty5mjdvnjZu3CiXy6WxY8eqrKwsgDMPLRs3btQLL7ygH/7wh022U9u2Ky4u1gUXXKDIyEi9//77+vLLL/Xkk08qKSnJHEN92+axxx7Tc889p3nz5mn79u16/PHH9cQTT+jZZ581x1Db1quoqNDZZ5+tefPmnfDx1tQyNzdXS5Ys0eLFi7V69WqVl5dr4sSJqq+v76jDCEqnqm1lZaU2bdqkhx56SJs2bdIbb7yhXbt2adKkSU3GUduTO933rs+bb76p9evXy+12t3iM+iKgDFjaj370I+Pmm29usq1fv37GfffdF6AZWUNRUZEhyVi5cqVhGIbR0NBguFwu49FHHzXHVFdXG06n03juuecCNc2QUlZWZvTp08dYvny5MWrUKOOOO+4wDIPanql7773XGDly5Ekfp75td9lllxm//e1vm2z7+c9/bvzqV78yDIPanglJxpIlS8zPW1PLkpISIzIy0li8eLE55ptvvjHCwsKMpUuXdtjcg13z2p7Ihg0bDEnGvn37DMOgtt/Hyep74MABo2vXrsbWrVuNHj16GE899ZT5GPVFoNEhtLCamhrl5eVp3LhxTbaPGzdOa9asCdCsrMHj8UiSUlJSJEn5+fkqLCxsUuvo6GiNGjWKWrfSbbfdpssuu0wXX3xxk+3U9sy89dZbGjp0qH7xi18oPT1dgwcP1oIFC8zHqW/bjRw5UitWrNCuXbskSZ9//rlWr16tSy+9VBK19afW1DIvL0+1tbVNxrjdbmVnZ1Pv78nj8cjhcJhnElDbM9PQ0KCcnBzdc889GjhwYIvHqS8CLSLQE0D7+fbbb1VfX6+MjIwm2zMyMlRYWBigWYU+wzB01113aeTIkcrOzpYks54nqvW+ffs6fI6hZvHixdq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+ "text/html": [ + "\n", + "
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\n", + " " + ], + "text/plain": [ + "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "p = PowderPattern()\n", - "if not os.path.exists(data_file):\n", - " os.system(\"curl -O https://www.iucr.org/__data/iucr/powder/QARR/col/%s\" % data_file)\n", "\n", - "p.ImportPowderPattern2ThetaObs(data_file)\n", + "p.ImportPowderPattern2ThetaObs(data_file, 4) # skip first 4 lines header\n", "# Copper K-alpha1+alpha2. Use \"Cua1\" for Cu-alpha1 only\n", "p.SetWavelength(\"Cu\")\n", "print(p.GetWavelength())\n", @@ -102,10 +138,74 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 4, "id": "7", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "UnitCell : Aluminium oxide - $-alpha(R -3 c:H)\n", + " Cell dimensions : 4.76050 4.76050 12.99560 90.00000 90.00000 120.00000\n", + "List of scattering components (atoms): 2\n", + "Al1 at : 0.0000 0.0000 0.3522, Occup=1.0000 * 0.3333, ScattPow:Al1 , Biso= 0.0000\n", + "O1 at : 0.3067 0.0000 0.2500, Occup=1.0000 * 0.5000, ScattPow:O1 , Biso= 0.0000\n", + "\n", + "Occupancy = occ * dyn, where:\n", + " - occ is the 'real' occupancy\n", + " - dyn is the dynamical occupancy correction, indicating either\n", + " an atom on a special position, or several identical atoms \n", + " overlapping (dyn=0.5 -> atom on a symetry plane / 2fold axis..\n", + " -> OR 2 atoms strictly overlapping)\n", + "\n", + " Total number of components (atoms) in one unit cell : 30\n", + " Chemical formula: Al3+0.33 O2-0.5\n", + " Weight: 16.9935 g/mol \n", + "\n", + "UnitCell : Zincite(P 63 m c)\n", + " Cell dimensions : 3.24950 3.24950 5.20690 90.00000 90.00000 120.00000\n", + "List of scattering components (atoms): 2\n", + "Zn at : 0.3333 0.6667 0.0000, Occup=1.0000 * 0.1667, ScattPow:Zn , Biso= 0.0000\n", + "O at : 0.3333 0.6667 0.3450, Occup=1.0000 * 0.1667, ScattPow:O , Biso= 0.0000\n", + "\n", + "Occupancy = occ * dyn, where:\n", + " - occ is the 'real' occupancy\n", + " - dyn is the dynamical occupancy correction, indicating either\n", + " an atom on a special position, or several identical atoms \n", + " overlapping (dyn=0.5 -> atom on a symetry plane / 2fold axis..\n", + " -> OR 2 atoms strictly overlapping)\n", + "\n", + " Total number of components (atoms) in one unit cell : 4\n", + " Chemical formula: O0.17 Zn0.17\n", + " Weight: 13.5652 g/mol \n", + "\n", + "UnitCell : Calcium fluoride(F m -3 m)\n", + " Cell dimensions : 5.46250 5.46250 5.46250 90.00000 90.00000 90.00000\n", + "List of scattering components (atoms): 2\n", + "Ca1 at : 0.0000 0.0000 0.0000, Occup=1.0000 * 0.0208, ScattPow:Ca1 , Biso= 0.0000\n", + "F1 at : 0.2500 0.2500 0.2500, Occup=1.0000 * 0.0417, ScattPow:F1 , Biso= 0.0000\n", + "\n", + "Occupancy = occ * dyn, where:\n", + " - occ is the 'real' occupancy\n", + " - dyn is the dynamical occupancy correction, indicating either\n", + " an atom on a special position, or several identical atoms \n", + " overlapping (dyn=0.5 -> atom on a symetry plane / 2fold axis..\n", + " -> OR 2 atoms strictly overlapping)\n", + "\n", + " Total number of components (atoms) in one unit cell : 12\n", + " Chemical formula: Ca2+0.021 F1-0.042\n", + " Weight: 1.62654 g/mol \n", + "\n", + "========================== WARNING =========================\n", + " In ScatteringPowerAtom::GetTemperatureFactor():\n", + " Anisotropic Displacement Parameters are not currently properly handled\n", + " for Debye-Waller calculations (no symmetry handling for ADPs).\n", + " =>The Debye-Waller calculations will instead use only isotropic DPs\n", + "\n" + ] + } + ], "source": [ "for cod_id in cod_phases:\n", " c = CreateCrystalFromCIF(\"http://crystallography.net/cod/%d.cif\" % cod_id)\n", @@ -128,10 +228,18 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 5, "id": "9", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "No background, adding one automatically\n" + ] + } + ], "source": [ "# Add background if necessary\n", "need_background = True\n", @@ -165,7 +273,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 6, "id": "11", "metadata": {}, "outputs": [], @@ -194,7 +302,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 7, "id": "12", "metadata": {}, "outputs": [], @@ -219,7 +327,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 8, "id": "14", "metadata": {}, "outputs": [], @@ -255,7 +363,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 9, "id": "16", "metadata": {}, "outputs": [], @@ -300,10 +408,21 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 10, "id": "18", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Weight percentages:\n", + "Aluminium oxide - $-alpha: 2.42%\n", + " Zincite: 4.18%\n", + " Calcium fluoride: 93.40%\n" + ] + } + ], "source": [ "# TODO: check if the method is correctly applied, notably\n", "# is there a shortcut in ObjCryst++ so that the calculated\n", @@ -312,14 +431,6 @@ "\n", "w = p.qpa(verbose=True)\n" ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "19", - "metadata": {}, - "outputs": [], - "source": [] } ], "metadata": { diff --git a/examples/crystal_3d_widget.ipynb b/examples/crystal_3d_widget.ipynb index e8bd416..31f6524 100644 --- a/examples/crystal_3d_widget.ipynb +++ b/examples/crystal_3d_widget.ipynb @@ -15,7 +15,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 1, "id": "1", "metadata": { "tags": [] @@ -25,7 +25,7 @@ "from pyobjcryst.crystal import *\n", "from pyobjcryst.atom import Atom\n", "from pyobjcryst.scatteringpower import ScatteringPowerAtom\n", - "from math import pi" + "from math import pi\n" ] }, { @@ -38,18 +38,107 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 2, "id": "3", "metadata": { "tags": [] }, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "C15 Cl H14 N O S\n" + ] + }, + { + "data": { + "application/3dmoljs_load.v0": "
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3Dmol.js failed to load for some reason. Please check your browser console for error messages.

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\n", + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "806ba06d0e2e444abfeef12e32bc4b87", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "Box(children=(VBox(children=(HBox(children=(VBox(children=(FloatRangeSlider(value=(0.0, 1.0), description='Xra…" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "c = Crystal(5, 5, 5, pi/2, pi/2, pi/2, \"P1\")\n", "cu = ScatteringPowerAtom(\"Cu\", \"Cu\")\n", "c.AddScatteringPower(cu)\n", "c.AddScatterer(Atom(0,0,0, \"Cu\", cu))\n", - "c.widget_3d(extra_opacity=0.1, extra_dist=2)" + "c.widget_3d(extra_opacity=0.1, extra_dist=2)\n" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 5, "id": "8", "metadata": {}, "outputs": [], "source": [ "# Change the spacegroup and update the display\n", "c.ChangeSpaceGroup(\"Fm-3m\")\n", - "c.UpdateDisplay()" + "c.UpdateDisplay()\n" ] } ], "metadata": { "kernelspec": { - "display_name": "Python 3 (ipykernel)", + "display_name": "objcryst", "language": "python", "name": "python3" }, @@ -125,7 +385,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.12.3" + "version": "3.13.5" } }, "nbformat": 4, diff --git a/examples/data/cime.dat b/examples/data/cime.dat new file mode 100644 index 0000000..d786ff0 --- /dev/null +++ b/examples/data/cime.dat @@ -0,0 +1,771 @@ + 8.01 0.01 84.99 + 2707 2648 2666 2639 2620 2726 2619 2691 2631 2685 + 2670 2720 2672 2599 2645 2663 2640 2630 2624 2628 + 2648 2595 2635 2639 2547 2577 2603 2645 2588 2588 + 2699 2596 2615 2599 2645 2627 2535 2643 2487 2577 + 2663 2558 2599 2536 2606 2530 2484 2474 2577 2506 + 2469 2477 2548 2538 2591 2518 2453 2523 2455 2507 + 2490 2411 2521 2455 2533 2397 2504 2459 2398 2452 + 2486 2491 2378 2463 2518 2434 2498 2371 2432 2527 + 2438 2414 2341 2478 2371 2395 2375 2385 2371 2363 + 2357 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108.723 12 360.0 +C 15 1.344 14 107.593 13 359.1 +C 16 1.515 15 127.952 14 179.1 diff --git a/examples/data/cpd-1a.prn b/examples/data/cpd-1a.prn new file mode 100644 index 0000000..9127758 --- /dev/null +++ b/examples/data/cpd-1a.prn @@ -0,0 +1,7255 @@ +#------------------------------------------------------------------------------ +# cpd-1a.prn — powder diffraction data from the IUCr QPA Round Robin +# Source: https://www.iucr.org/__data/iucr/powder/QARR/col/cpd-1a.prn +#------------------------------------------------------------------------------ + 5.000 153 + 5.020 161 + 5.040 141 + 5.060 141 + 5.080 148 + 5.100 163 + 5.120 139 + 5.140 139 + 5.160 129 + 5.180 132 + 5.200 129 + 5.220 129 + 5.240 151 + 5.260 121 + 5.280 129 + 5.300 127 + 5.320 127 + 5.340 151 + 5.360 139 + 5.380 146 + 5.400 129 + 5.420 134 + 5.440 125 + 5.460 114 + 5.480 129 + 5.500 127 + 5.520 125 + 5.540 129 + 5.560 121 + 5.580 121 + 5.600 123 + 5.620 141 + 5.640 136 + 5.660 114 + 5.680 125 + 5.700 136 + 5.720 123 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257 279 262 269 291 258 269 295 293 + 268 264 272 272 288 270 267 277 310 292 + 276 290 319 322 316 343 345 379 383 389 + 437 371 405 427 442 424 438 396 384 381 + 329 322 319 274 318 304 316 324 275 319 + 259 272 262 270 263 266 242 265 251 276 + 277 260 256 240 278 252 286 295 268 301 + 296 268 299 298 305 293 327 343 362 367 + 358 324 322 330 356 353 351 324 359 339 + 289 330 295 293 293 300 296 319 302 276 + 293 271 283 256 258 269 272 213 257 274 + 242 245 252 212 261 281 259 253 280 255 + 229 241 242 248 259 257 256 253 281 292 + 254 273 278 277 264 219 271 279 246 268 + 282 272 270 221 262 286 267 254 267 259 + 267 276 269 251 256 228 248 243 254 254 + 245 242 250 264 274 255 281 229 263 250 + 241 259 268 285 241 255 268 257 263 266 + 298 281 271 261 280 296 283 341 280 304 + 282 258 262 279 285 319 293 322 316 348 + 341 339 321 373 376 366 402 391 405 407 + 422 395 434 419 426 385 390 375 357 343 + 359 344 285 324 317 345 303 315 288 301 + 281 327 316 260 299 302 249 293 271 296 + 258 283 268 271 305 268 234 286 278 274 + 274 253 238 291 274 300 282 303 285 323 + 340 283 355 288 335 350 313 303 338 326 + 359 372 325 325 352 345 348 330 336 310 + 343 321 329 325 329 330 311 316 327 320 + 306 348 345 330 325 371 381 421 388 403 + 413 417 391 385 376 382 420 374 352 328 + 368 diff --git a/examples/single-crystal-data.ipynb b/examples/single-crystal-data.ipynb index 7158139..80aad8e 100644 --- a/examples/single-crystal-data.ipynb +++ b/examples/single-crystal-data.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": null, + "execution_count": 1, "id": "0", "metadata": {}, "outputs": [], @@ -14,15 +14,38 @@ "\n", "# Example structure and data from http://crystallography.net/cod/1550649.html\n", "c = create_crystal_from_cif(\"http://crystallography.net/cod/2016712.cif\")\n", - "d = create_singlecrystaldata_from_cif(\"http://crystallography.net/cod/2016712.hkl\", c)" + "d = create_singlecrystaldata_from_cif(\"http://crystallography.net/cod/2016712.hkl\", c)\n" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 2, "id": "1", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "========================== WARNING =========================\n", + " In ScatteringPowerAtom::GetTemperatureFactor():\n", + " Anisotropic Displacement Parameters are not currently properly handled\n", + " for Debye-Waller calculations (no symmetry handling for ADPs).\n", + " =>The Debye-Waller calculations will instead use only isotropic DPs\n", + "\n" + ] + }, + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "s = d.GetSinThetaOverLambda()\n", "obs = d.GetIobs()\n", @@ -33,21 +56,13 @@ "plt.plot(s, calc, 'r', label='Icalc')\n", "plt.plot(s, calc - obs - 0.05 * obs.max(), 'g', label='diff')\n", "plt.legend()\n", - "plt.tight_layout()" + "plt.tight_layout()\n" ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "2", - "metadata": {}, - "outputs": [], - "source": [] } ], "metadata": { "kernelspec": { - "display_name": "Python 3 (ipykernel)", + "display_name": "objcryst", "language": "python", "name": "python3" }, @@ -61,7 +76,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.12.3" + "version": "3.13.5" } }, "nbformat": 4, diff --git a/examples/structure-solution-multiprocessing.ipynb b/examples/structure-solution-multiprocessing.ipynb index 3eef09d..b146df0 100644 --- a/examples/structure-solution-multiprocessing.ipynb +++ b/examples/structure-solution-multiprocessing.ipynb @@ -20,11 +20,19 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 1, "metadata": { "tags": [] }, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Number of processors or cores available: 8\n" + ] + } + ], "source": [ "%matplotlib widget\n", "\n", @@ -81,16 +89,64 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 2, "metadata": { "tags": [] }, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imported powder pattern: 7699 points, 2theta= 8.010 -> 84.990, step= 0.010\n", + "Indexed unit cell:\n", + "( 6.83 18.82 10.39 90.0 106.4 90.0 V=1281 MONOCLINIC P, 130.0296630859375)\n", + "No background, adding one automatically\n", + "Selected PowderPatternDiffraction: with Crystal: \n", + "Profile fitting finished.\n", + "Remember to use SetExtractionMode(False) on the PowderPatternDiffraction object\n", + "to disable profile fitting and optimise the structure.\n", + "Fit result: Rw= 5.51% Chi2= 34095.69 GoF= 4.43 LLK= 6397.991\n" + ] + }, + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "1d7965398b684d6bb25b76bf2c94a90c", + "version_major": 2, + "version_minor": 0 + }, + "image/png": 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", + "text/html": [ + "\n", + "
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"execution_count": null, + "execution_count": 3, "metadata": { "tags": [] }, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Beginning spacegroup exploration... 37 to go...\n", + "P 1 21/c 1 nGoF= 1.4866 GoF= 13.575 Rw= 6.50 [ 92 reflections, extinct446= 17]\n", + "P 1 21 1 nGoF= 1.6488 GoF= 14.108 Rw= 6.61 [101 reflections, extinct446= 2]\n", + "P 1 21/m 1 nGoF= 1.6488 GoF= 14.108 Rw= 6.61 [101 reflections, extinct446= 2]\n", + "P 1 c 1 nGoF= 1.6649 GoF= 13.922 Rw= 6.58 [ 96 reflections, extinct446= 15]\n", + "P 1 2/c 1 nGoF= 1.6649 GoF= 13.922 Rw= 6.58 [ 96 reflections, extinct446= 15]\n", + "P 1 m 1 nGoF= 1.8392 GoF= 14.458 Rw= 6.69 [105 reflections, extinct446= 0]\n", + "P 1 2/m 1 nGoF= 1.8392 GoF= 14.458 Rw= 6.69 [105 reflections, extinct446= 0]\n", + "P 1 2 1 nGoF= 1.8392 GoF= 14.458 Rw= 6.69 [105 reflections, extinct446= 0]\n", + "P 1 nGoF= 3.2428 GoF= 14.982 Rw= 6.80 [186 reflections, extinct446= 0]\n", + "P -1 nGoF= 3.2428 GoF= 14.982 Rw= 6.80 [186 reflections, extinct446= 0]\n", + "P 1 21/n 1 nGoF= 5.4155 GoF= 26.697 Rw= 9.11 [ 92 reflections, extinct446= 19]\n", + "P 1 n 1 nGoF= 5.7672 GoF= 27.063 Rw= 9.17 [ 96 reflections, extinct446= 17]\n", + "P 1 2/n 1 nGoF= 5.7672 GoF= 27.063 Rw= 9.17 [ 96 reflections, extinct446= 17]\n", + "Chosen spacegroup (smallest nGoF): P 1 21/c 1\n", + " (# 1) P 1 : Rwp= 6.80% GoF= 14.98 nGoF= 3.24 (186 reflections, 0 extinct)\n", + " (# 2) P -1 : Rwp= 6.80% GoF= 14.98 nGoF= 3.24 (186 reflections, 0 extinct) [same extinctions as:P 1]\n", + " (# 3) P 1 2 1 : Rwp= 6.69% GoF= 14.46 nGoF= 1.84 (105 reflections, 0 extinct)\n", + " (# 4) P 1 21 1 : Rwp= 6.61% GoF= 14.11 nGoF= 1.65 (101 reflections, 2 extinct)\n", + " (# 5) C 1 2 1 : Rwp= 62.70% GoF= 1246.13 nGoF= 311.68 ( 52 reflections, 84 extinct)\n", + " (# 5) A 1 2 1 : Rwp= 62.83% GoF= 1253.74 nGoF= 313.87 ( 53 reflections, 85 extinct)\n", + " (# 5) I 1 2 1 : Rwp= 60.91% GoF= 1196.43 nGoF= 246.94 ( 52 reflections, 87 extinct)\n", + " (# 6) P 1 m 1 : Rwp= 6.69% GoF= 14.46 nGoF= 1.84 (105 reflections, 0 extinct) [same extinctions as:P 1 2 1]\n", + " (# 7) P 1 c 1 : Rwp= 6.58% GoF= 13.92 nGoF= 1.66 ( 96 reflections, 15 extinct)\n", + " (# 7) P 1 n 1 : Rwp= 9.17% GoF= 27.06 nGoF= 5.77 ( 96 reflections, 17 extinct)\n", + " (# 7) P 1 a 1 : Rwp= 9.26% GoF= 27.58 nGoF= 5.97 ( 97 reflections, 14 extinct)\n", + " (# 8) C 1 m 1 : Rwp= 62.70% GoF= 1246.13 nGoF= 311.68 ( 52 reflections, 84 extinct) [same extinctions as:C 1 2 1]\n", + " (# 8) A 1 m 1 : Rwp= 62.83% GoF= 1253.74 nGoF= 313.87 ( 53 reflections, 85 extinct) [same extinctions as:A 1 2 1]\n", + " (# 8) I 1 m 1 : Rwp= 60.91% GoF= 1196.43 nGoF= 246.94 ( 52 reflections, 87 extinct) [same extinctions as:I 1 2 1]\n", + " (# 9) C 1 c 1 : Rwp= 62.51% GoF= 1236.15 nGoF= 280.76 ( 47 reflections, 93 extinct)\n", + " (# 9) A 1 n 1 : Rwp= 62.99% GoF= 1258.62 nGoF= 291.60 ( 49 reflections, 93 extinct)\n", + " (# 9) I 1 a 1 : Rwp= 59.00% GoF= 1120.91 nGoF= 221.05 ( 48 reflections, 93 extinct)\n", + " (# 9) A 1 a 1 : Rwp= 62.99% GoF= 1258.62 nGoF= 291.60 ( 49 reflections, 93 extinct) [same extinctions as:A 1 n 1]\n", + " (# 9) C 1 n 1 : Rwp= 62.51% GoF= 1236.15 nGoF= 280.76 ( 47 reflections, 93 extinct) [same extinctions as:C 1 c 1]\n", + " (# 9) I 1 c 1 : Rwp= 59.00% GoF= 1120.91 nGoF= 221.05 ( 48 reflections, 93 extinct) [same extinctions as:I 1 a 1]\n", + " (# 10) P 1 2/m 1 : Rwp= 6.69% GoF= 14.46 nGoF= 1.84 (105 reflections, 0 extinct) [same extinctions as:P 1 2 1]\n", + " (# 11) P 1 21/m 1 : Rwp= 6.61% GoF= 14.11 nGoF= 1.65 (101 reflections, 2 extinct) [same extinctions as:P 1 21 1]\n", + " (# 12) C 1 2/m 1 : Rwp= 62.70% GoF= 1246.13 nGoF= 311.68 ( 52 reflections, 84 extinct) [same extinctions as:C 1 2 1]\n", + " (# 12) A 1 2/m 1 : Rwp= 62.83% GoF= 1253.74 nGoF= 313.87 ( 53 reflections, 85 extinct) [same extinctions as:A 1 2 1]\n", + " (# 12) I 1 2/m 1 : Rwp= 60.91% GoF= 1196.43 nGoF= 246.94 ( 52 reflections, 87 extinct) [same extinctions as:I 1 2 1]\n", + " (# 13) P 1 2/c 1 : Rwp= 6.58% GoF= 13.92 nGoF= 1.66 ( 96 reflections, 15 extinct) [same extinctions as:P 1 c 1]\n", + " (# 13) P 1 2/n 1 : Rwp= 9.17% GoF= 27.06 nGoF= 5.77 ( 96 reflections, 17 extinct) [same extinctions as:P 1 n 1]\n", + " (# 13) P 1 2/a 1 : Rwp= 9.26% GoF= 27.58 nGoF= 5.97 ( 97 reflections, 14 extinct) [same extinctions as:P 1 a 1]\n", + " (# 14) P 1 21/c 1 : Rwp= 6.50% GoF= 13.58 nGoF= 1.49 ( 92 reflections, 17 extinct)\n", + " (# 14) P 1 21/n 1 : Rwp= 9.11% GoF= 26.70 nGoF= 5.42 ( 92 reflections, 19 extinct)\n", + " (# 14) P 1 21/a 1 : Rwp= 9.20% GoF= 27.22 nGoF= 5.61 ( 93 reflections, 16 extinct)\n", + " (# 15) C 1 2/c 1 : Rwp= 62.51% GoF= 1236.15 nGoF= 280.76 ( 47 reflections, 93 extinct) [same extinctions as:C 1 c 1]\n", + " (# 15) A 1 2/n 1 : Rwp= 62.99% GoF= 1258.62 nGoF= 291.60 ( 49 reflections, 93 extinct) [same extinctions as:A 1 n 1]\n", + " (# 15) I 1 2/a 1 : Rwp= 59.00% GoF= 1120.91 nGoF= 221.05 ( 48 reflections, 93 extinct) [same extinctions as:I 1 a 1]\n", + " (# 15) A 1 2/a 1 : Rwp= 62.99% GoF= 1258.62 nGoF= 291.60 ( 49 reflections, 93 extinct) [same extinctions as:A 1 n 1]\n", + " (# 15) C 1 2/n 1 : Rwp= 62.51% GoF= 1236.15 nGoF= 280.76 ( 47 reflections, 93 extinct) [same extinctions as:C 1 c 1]\n", + " (# 15) I 1 2/c 1 : Rwp= 59.00% GoF= 1120.91 nGoF= 221.05 ( 48 reflections, 93 extinct) [same extinctions as:I 1 a 1]\n", + "Restoring best spacegroup: P 1 21/c 1\n" + ] + } + ], "source": [ "p.SetMaxSinThetaOvLambda(0.2) # Important for stability of profile fit. And faster !\n", "spgex = SpaceGroupExplorer(pdiff)\n", @@ -178,9 +294,13 @@ }, "outputs": [], "source": [ + "import os\n", + "\n", "# Get the cimetidine z-matrix\n", - "if not os.path.exists(\"cime.fhz\"):\n", - " os.system(\"curl -O https://raw.githubusercontent.com/vincefn/objcryst/master/Fox/example/tutorial-cimetidine/cime.fhz\")\n", + "fhz_path = os.path.join(data_dir, \"cime.fhz\")\n", + "if not os.path.exists(fhz_path):\n", + " os.makedirs(data_dir, exist_ok=True)\n", + " os.system(\"curl -o {} https://raw.githubusercontent.com/vincefn/objcryst/master/Fox/example/tutorial-cimetidine/cime.fhz\".format(fhz_path))\n", "\n", "# Disable dynamical occupancy correction (no special position expected, usual in organic structures)\n", "c.GetOption(1).SetChoice(0)\n", @@ -212,7 +332,7 @@ " # Add 4/mult independent cimetidine molecules\n", " nb_mol = 4//mult\n", " for i in range(nb_mol):\n", - " m = ImportFenskeHallZMatrix(c,\"cime.fhz\")\n", + " m = ImportFenskeHallZMatrix(c, fhz_path)\n", " \n", " # Disable all display update if not in the Main process-or strange things happen !\n", " if current_process().name != 'MainProcess':\n", @@ -251,11 +371,59 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 5, "metadata": { "tags": [] }, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Solving structures in // - this will take a little while, be patient !\n", + "Spacegroup: P 1 21/c 1 LLK: 18495.13 dt= 30s\n", + "Spacegroup: P 1 21/c 1 LLK: 18497.70 dt= 30s\n", + "Spacegroup: P 1 21/m 1 LLK: 256613.45 dt= 31s\n", + "Spacegroup: P 1 21/m 1 LLK: 297780.55 dt= 31s\n", + "Spacegroup: P 1 2/c 1 LLK: 335891.83 dt= 30s\n", + "Spacegroup: P 1 2/c 1 LLK: 288920.12 dt= 30s\n", + "Spacegroup: P 1 c 1 LLK: 91573.42 dt= 79s\n", + "Spacegroup: P 1 c 1 LLK: 72883.09 dt= 81s\n", + "Spacegroup: P 1 2 1 LLK: 236363.10 dt= 89s\n", + "Spacegroup: P 1 21/c 1 LLK: 18498.68 dt= 30s\n", + "Spacegroup: P 1 2 1 LLK: 180490.60 dt= 92s\n", + "Spacegroup: P -1 LLK: 142046.67 dt= 67s\n", + "Spacegroup: P -1 LLK: 137882.23 dt= 68s\n", + "Spacegroup: P 1 2/c 1 LLK: 268907.40 dt= 30s\n", + "Spacegroup: P 1 21/m 1 LLK: 254364.25 dt= 31s\n", + "Spacegroup: P 1 c 1 LLK: 130411.66 dt= 80s\n", + "Spacegroup: P 1 21/c 1 LLK: 18495.45 dt= 30s\n", + "Spacegroup: P 1 21 1 LLK: 95965.21 dt= 78s\n", + "Spacegroup: P 1 21 1 LLK: 104310.84 dt= 79s\n", + "Spacegroup: P 1 m 1 LLK: 313023.54 dt= 87s\n", + "Spacegroup: P 1 m 1 LLK: 291594.11 dt= 87s\n", + "Spacegroup: P 1 2/c 1 LLK: 318014.98 dt= 30s\n", + "Spacegroup: P 1 2 1 LLK: 255142.75 dt= 86s\n", + "Spacegroup: P -1 LLK: 111644.89 dt= 67s\n", + "Spacegroup: P 1 21/m 1 LLK: 273165.66 dt= 31s\n", + "Spacegroup: P 1 21/c 1 LLK: 18494.21 dt= 29s\n", + "Spacegroup: P 1 21 1 LLK: 93373.67 dt= 84s\n", + "Spacegroup: P 1 2/c 1 LLK: 338329.99 dt= 30s\n", + "Spacegroup: P 1 c 1 LLK: 93566.20 dt= 82s\n", + "Spacegroup: P 1 2 1 LLK: 203632.21 dt= 87s\n", + "Spacegroup: P 1 21/m 1 LLK: 262459.32 dt= 30s\n", + "Spacegroup: P 1 c 1 LLK: 100817.93 dt= 78s\n", + "Spacegroup: P 1 m 1 LLK: 345530.12 dt= 85s\n", + "Spacegroup: P -1 LLK: 121915.00 dt= 66s\n", + "Spacegroup: P 1 2 1 LLK: 224594.45 dt= 83s\n", + "Spacegroup: P 1 21 1 LLK: 77726.30 dt= 67s\n", + "Spacegroup: P -1 LLK: 126293.48 dt= 57s\n", + "Spacegroup: P 1 m 1 LLK: 210979.84 dt= 72s\n", + "Spacegroup: P 1 21 1 LLK: 95344.71 dt= 67s\n", + "Spacegroup: P 1 m 1 LLK: 243392.35 dt= 63s\n" + ] + } + ], "source": [ "# List of spacegroups to test (this can be larger than the number \n", "# of available processor cores, process will loop over possible spacegroups)\n", @@ -283,11 +451,142 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 6, "metadata": { "tags": [] }, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "XML: Loading Crystal:\n", + "XML: Loading Crystal:(spg:P 1 21/c 1)\n", + "Input ScatteringPowerAtom:C(C)\n", + "Input ScatteringPowerAtom:N(N)\n", + "Input ScatteringPowerAtom:S(S)\n" + ] + }, + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "a82f1aa443024717b8571727b6f34587", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "interactive(children=(Dropdown(description='solution', options=('# 0 P 1 21/c 1 : 1 mol LLK= 18494.21', …" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "application/3dmoljs_load.v0": "
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", + "text/html": [ + "\n", + "
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\n", + " Figure\n", + "
\n", + " \n", + "
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"kernelspec": { - "display_name": "Python 3 (ipykernel)", + "display_name": "objcryst", "language": "python", "name": "python3" }, @@ -388,7 +699,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.12.3" + "version": "3.13.5" } }, "nbformat": 4, diff --git a/examples/structure-solution-powder-cimetidine.ipynb b/examples/structure-solution-powder-cimetidine.ipynb index c6d83aa..295283c 100644 --- a/examples/structure-solution-powder-cimetidine.ipynb +++ b/examples/structure-solution-powder-cimetidine.ipynb @@ -28,7 +28,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 1, "metadata": {}, "outputs": [], "source": [ @@ -57,14 +57,52 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 2, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imported powder pattern: 7699 points, 2theta= 8.010 -> 84.990, step= 0.010\n" + ] + }, + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "3f34531dc9e64573a36bff683962b002", + "version_major": 2, + "version_minor": 0 + }, + "image/png": 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", + "text/html": [ + "\n", + "
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"execution_count": 3, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Peak dobs=0.10632+/-0.00011 iobs=2.146855e+04 (? ? ?))\n", + "Peak dobs=0.11354+/-0.00011 iobs=4.111350e+03 (? ? ?))\n", + "Peak dobs=0.14620+/-0.00011 iobs=9.429778e+04 (? ? ?))\n", + "Peak dobs=0.15277+/-0.00011 iobs=1.388049e+03 (? ? ?))\n", + "Peak dobs=0.16177+/-0.00011 iobs=1.420839e+03 (? ? ?))\n", + "Peak dobs=0.16602+/-0.00014 iobs=1.141690e+05 (? ? ?))\n", + "Peak dobs=0.18616+/-0.00011 iobs=1.609675e+05 (? ? ?))\n", + "Peak dobs=0.18839+/-0.00011 iobs=4.474511e+04 (? ? ?))\n", + "Peak dobs=0.18984+/-0.00011 iobs=1.839251e+05 (? ? ?))\n", + "Peak dobs=0.20064+/-0.00011 iobs=1.290410e+05 (? ? ?))\n", + "Peak dobs=0.20760+/-0.00011 iobs=1.182234e+05 (? ? ?))\n", + "Peak dobs=0.21186+/-0.00006 iobs=2.198665e+03 (? ? ?))\n", + "Peak dobs=0.21262+/-0.00011 iobs=8.717511e+03 (? ? ?))\n", + "Peak dobs=0.21507+/-0.00011 iobs=1.818877e+04 (? ? ?))\n", + "Peak dobs=0.22072+/-0.00008 iobs=2.098754e+04 (? ? ?))\n", + "Peak dobs=0.22153+/-0.00011 iobs=6.288388e+04 (? ? ?))\n", + "Peak dobs=0.22394+/-0.00011 iobs=1.562582e+05 (? ? ?))\n", + "Peak dobs=0.22705+/-0.00014 iobs=3.681909e+03 (? ? ?))\n", + "Peak dobs=0.23104+/-0.00011 iobs=2.493547e+04 (? ? ?))\n", + "Peak dobs=0.23505+/-0.00011 iobs=1.279133e+03 (? ? ?))\n", + "Predicting volumes from 20 peaks between d=94.058 and d= 4.254\n", + "\n", + "Starting indexing using 20 peaks\n", + " CUBIC P : V= 4699 -> 52534 A^3, max length=112.36A\n", + " -> 0 sols in 0.00s, best score= 0.0\n", + "\n", + " TETRAGONAL P : V= 1744 -> 12585 A^3, max length= 69.78A\n", + " -> 0 sols in 0.02s, best score= 0.0\n", + "\n", + "RHOMBOEDRAL P : V= 1932 -> 13204 A^3, max length= 70.91A\n", + " -> 0 sols in 0.00s, best score= 0.0\n", + "\n", + " HEXAGONAL P : V= 2382 -> 17415 A^3, max length= 77.76A\n", + " -> 0 sols in 0.03s, best score= 0.0\n", + "\n", + "ORTHOROMBIC P : V= 1014 -> 6526 A^3, max length= 56.06A\n", + " -> 1 sols in 0.06s, best score= 7.3\n", + "\n", + " MONOCLINIC P : V= 756 -> 4210 A^3, max length= 48.44A\n", + " -> 1 sols in 0.03s, best score= 130.0\n", + "\n", + "Solutions:\n", + "( 6.83 18.82 10.39 90.0 106.4 90.0 V=1281 MONOCLINIC P, 130.0296630859375)\n" + ] + } + ], "source": [ "# Index\n", "pl = p.FindPeaks(1.5, -1, 1000)\n", @@ -111,9 +199,35 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 4, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "d3fb55d9bf9f4acdb2041e265ce1fca8", + "version_major": 2, + "version_minor": 0 + }, + "image/png": 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KZcf+/v713BMiIiIiqilmGSWiCtnZ2Um2b9++DaCkHAURERERNWwcISSiCmVlZeHChQuIjo5GdHQ03n33XQBAt27d6rlnRERERFRTDAiJqEKBgYHIyspS2u/p6VkPvSEiIiIideKUUSKq0Lhx4yTbaWlpAIDevXvXR3eIiIiISI04QkhEVfLbb78B+De5DBERETVNAQEBsLGxqe9uUA0xICSiKtHU5H82iIiIiBoLfrIjoipxdnau7y4QERERkZowICSiKlEUpiciIqKGr7i4GN988w06deoEPT09vPzyy/j6668BAAsWLMDrr78OAwMDvPLKK1i0aBEKCwsrvN7//vc/dOvWDXp6ejA3N8fs2bPr4jGoBphUhoiIiIioiVq4cCG2bNmC1atXY8CAAXj48CESExMBAIaGhti+fTssLCwQHx8PT09PGBoaws/PT+W1Nm3aBB8fHyxbtgwjR45ERkYGzp8/X5ePQ9XAgJCIiIiIqAnKysrC2rVrsX79ekyZMgUA8Oqrr2LAgAEAAH9/f7Fthw4d4Ovriz179pQbEP73v/+Fr68vPvnkE3Gfra1tLT4BqUOjmjJ69uxZjB49GhYWFtDQ0MAvv/wiOe7h4QENDQ3JV9++fSVt8vPzMWfOHJiYmKB58+YYM2YM7t27J2mTlpYGd3d3yGQyyGQyuLu7Iz09XdImOTkZo0ePRvPmzWFiYgJvb28UFBRI2sTHx8PBwQH6+vp46aWXsHjxYmZupAaDv6tERETP8ewZEBtb91/PnlWqe9evX0d+fj6GDBmi8vi+ffswYMAAmJmZoUWLFli0aBGSk5NVtn38+DEePHhQ7rXoxdWoRghzcnLQo0cPTJ06Fe+++67KNiNGjMC2bdvEbV1dXcnxuXPn4vDhwwgJCUHr1q3h6+sLZ2dnXL58GVpaWgAAV1dX3Lt3D6GhoQCAjz76CO7u7jh8+DAAQC6XY9SoUWjTpg3OnTuHp0+fYsqUKRAEAevWrQMAZGZmYtiwYXB0dERMTAxu3rwJDw8PNG/eHL6+vmp/N0RERERUxxITgV696v6+ly8Db7753Gb6+vrlHouKisLEiRPx1VdfYfjw4ZDJZAgJCcHKlSurfC16sTWqgHDkyJEYOXJkhW309PRgZmam8lhGRga2bt2KoKAgDB06FACwa9cutG/fHidOnMDw4cNx/fp1hIaGIioqCn369AEAbNmyBf369cONGzfQuXNnhIWF4dq1a7h79y4sLCwAACtXroSHhwe+/vprGBkZITg4GHl5edi+fTv09PRgbW2NmzdvYtWqVfDx8WHiDiIiIqKGrkuXkuCsPu5bCa+99hr09fVx8uRJfPjhh5Jj58+fh6WlJT7//HNx3507d8q9lqGhITp06ICTJ0/C0dGxev2metGoAsLKOHPmDExNTdGyZUs4ODjg66+/hqmpKQDg8uXLKCwshJOTk9jewsIC1tbWuHDhAoYPH47IyEjIZDIxGASAvn37QiaT4cKFC+jcuTMiIyNhbW0tBoMAMHz4cOTn5+Py5ctwdHREZGQkHBwcoKenJ2mzcOFC3L59Gx07dlTZ//z8fOTn54vbmZmZans3RERERKRGBgaVGqmrL82aNcOCBQvg5+cHXV1d9O/fH0+ePMHVq1fRqVMnJCcnIyQkBLa2tjh69CgOHDhQ4fUCAgLw8ccfw9TUFCNHjkRWVhbOnz+POXPm1NETUXU0qjWEzzNy5EgEBwfj1KlTWLlyJWJiYjB48GAxwEpJSYGuri6MjY0l57Vt2xYpKSliG0UAWZqpqamkTdu2bSXHjY2NoaurW2EbxbaijSpLly4V1y7KZDK0b9++Kq+AiIiIiEi0aNEi+Pr64osvvoCVlRUmTJiAx48fY+zYsfjPf/6D2bNnw8bGBhcuXMCiRYsqvNaUKVOwZs0abNy4Ed26dYOzszOSkpLq6EmouprUCOGECRPE762trdG7d29YWlri6NGjGD9+fLnnCYIgmcKpajqnOtooknRUNF104cKF8PHxEbczMzMZFBIRERFRtWhqauLzzz+XTA1V+Pbbb/Htt99K9s2dO1f8PiAgAAEBAZLjM2bMwIwZM2qjq1RLmtQIYVnm5uawtLQU/3JhZmaGgoICpKWlSdo9fvxYHL0zMzPDo0ePlK715MkTSZuyo3xpaWkoLCyssM3jx48BQGnksDQ9PT0YGRlJvoiIiIiIiKqjSQeET58+xd27d2Fubg4A6NWrF3R0dBAeHi62efjwIRISEmBvbw8A6NevHzIyMhAdHS22uXjxIjIyMiRtEhIS8PDhQ7FNWFgY9PT00Ov/Z5rq168fzp49KylFERYWBgsLC3To0KHWnpmIiIiIiEihUQWE2dnZuHLlCq5cuQIAuHXrFq5cuYLk5GRkZ2dj3rx5iIyMxO3bt3HmzBmMHj0aJiYmGDduHABAJpNh+vTp8PX1xcmTJxEXFwc3Nzd0795dzDpqZWWFESNGwNPTE1FRUYiKioKnpyecnZ3RuXNnAICTkxO6du0Kd3d3xMXF4eTJk5g3bx48PT3FET1XV1fo6enBw8MDCQkJOHDgAAIDA5lhlF54/P0kIiIiajwa1RrCS5cuSdLcKtbaTZkyBZs2bUJ8fDx27tyJ9PR0mJubw9HREXv27IGhoaF4zurVq6GtrQ0XFxfk5uZiyJAh2L59u1iDEACCg4Ph7e0tZiMdM2YM1q9fLx7X0tLC0aNH4eXlhf79+0NfXx+urq5YsWKF2EYmkyE8PByzZs1C7969YWxsDB8fH8n6QCIiIiIiotqkISgymVCDlJmZCZlMhoyMDK4npDoxa9YsbNy4EbGxsejZs2d9d4eIiKje5eXl4datW+jYsSOaNWtW391pMCp6b/yMW3ca1ZRRIqo7/FsSERGRFP+/sWr4vl4MDAiJiIiIiGpAR0cHAPDs2bN67knDonhfivdH9aNRrSEkIiIiIqprWlpaaNmypVhCzMDAgEnYKiAIAp49e4bHjx+jZcuWklwdVPcYEBJRlfD/4IiIiJSZmZkB+LeuND1fy5YtxfdG9YcBIRERERFRDWloaMDc3BympqYoLCys7+688HR0dDgy+IJgQEhEREREpCZaWloMdKhBYVIZIqoWZgYjIiIiavgYEBIRERERETVRDAiJiIiIiIiaKAaERERERERETRQDQiIiIiIioiaKASEREREREVETxYCQiKqEhemJiIiIGg8GhERERERERE0UA0IiIiIiIqImigEhEVULC9MTERERNXwMCImIiIiIiJooBoRERERERERNFANCIqoSZhklIiIiajwYEBIRERERETVRDAiJiIiIiIiaKAaERERERERETRQDQiIiIiIioiaKASERVQvrEBIRERE1fAwIiYiIiIiImigGhERERERERE0UA0IiIiIiIqImigEhERERERFRE8WAkIiIiIiIqIliQEhEVaKhoVHfXSAiIiIiNWlUAeHZs2cxevRoWFhYQENDA7/88ot4rLCwEAsWLED37t3RvHlzWFhYYPLkyXjw4IHkGoMGDYKGhobka+LEiZI2aWlpcHd3h0wmg0wmg7u7O9LT0yVtkpOTMXr0aDRv3hwmJibw9vZGQUGBpE18fDwcHBygr6+Pl156CYsXL2Yqf2ow+LtKRERE1PA1qoAwJycHPXr0wPr165WOPXv2DLGxsVi0aBFiY2Oxf/9+3Lx5E2PGjFFq6+npiYcPH4pfmzdvlhx3dXXFlStXEBoaitDQUFy5cgXu7u7icblcjlGjRiEnJwfnzp1DSEgIfv75Z/j6+optMjMzMWzYMFhYWCAmJgbr1q3DihUrsGrVKjW+ESIiIiIiovJp13cH1GnkyJEYOXKkymMymQzh4eGSfevWrYOdnR2Sk5Px8ssvi/sNDAxgZmam8jrXr19HaGgooqKi0KdPHwDAli1b0K9fP9y4cQOdO3dGWFgYrl27hrt378LCwgIAsHLlSnh4eODrr7+GkZERgoODkZeXh+3bt0NPTw/W1ta4efMmVq1aBR8fH07LoxceRwiJiIiIGr5GNUJYVRkZGdDQ0EDLli0l+4ODg2FiYoJu3bph3rx5yMrKEo9FRkZCJpOJwSAA9O3bFzKZDBcuXBDbWFtbi8EgAAwfPhz5+fm4fPmy2MbBwQF6enqSNg8ePMDt27dr4WmJiIiIiIikGtUIYVXk5eXh008/haurK4yMjMT9kyZNQseOHWFmZoaEhAQsXLgQv//+uzi6mJKSAlNTU6XrmZqaIiUlRWzTtm1byXFjY2Po6upK2nTo0EHSRnFOSkoKOnbsqLLf+fn5yM/PF7czMzOr+ORE6sERQiIiIqKGr0kGhIWFhZg4cSKKi4uxceNGyTFPT0/xe2tra7z22mvo3bs3YmNj8eabbwJQnWVREATJ/uq0UXzArmi66NKlS/HVV19V9HhEtYrTmYmIiIgajyY3ZbSwsBAuLi64desWwsPDJaODqrz55pvQ0dFBUlISAMDMzAyPHj1SavfkyRNxhM/MzEwcCVRIS0tDYWFhhW0eP34MAEqji6UtXLgQGRkZ4tfdu3ef88RE6qX4wwVHCImIiIgaviYVECqCwaSkJJw4cQKtW7d+7jlXr15FYWEhzM3NAQD9+vVDRkYGoqOjxTYXL15ERkYG7O3txTYJCQl4+PCh2CYsLAx6enro1auX2Obs2bOSUhRhYWGwsLBQmkpamp6eHoyMjCRfRERERERE1dGoAsLs7GxcuXIFV65cAQDcunULV65cQXJyMoqKivDee+/h0qVLCA4OhlwuR0pKClJSUsSg7K+//sLixYtx6dIl3L59G8eOHcP777+Pnj17on///gAAKysrjBgxAp6enoiKikJUVBQ8PT3h7OyMzp07AwCcnJzQtWtXuLu7Iy4uDidPnsS8efPg6ekpBnCurq7Q09ODh4cHEhIScODAAQQGBjLDKL3wFL+fHCEkIiIiavgaVUB46dIl9OzZEz179gQA+Pj4oGfPnvjiiy9w7949HDp0CPfu3YONjQ3Mzc3FL0V2UF1dXZw8eRLDhw9H586d4e3tDScnJ5w4cQJaWlrifYKDg9G9e3c4OTnByckJb7zxBoKCgsTjWlpaOHr0KJo1a4b+/fvDxcUF77zzDlasWCG2UZTBuHfvHnr37g0vLy/4+PjAx8enjt4WERERERE1dRoC/8zfoGVmZkImkyEjI4PTR6lOzJ07F2vXrsW5c+fEkXMiIiIideJn3LrTqEYIiYiIiIiIqPIYEBJRtXByAREREVHDx4CQiIiIiIioiWJASERVwiyjRERERI0HA0IiIiIiIqImigEhERERERFRE8WAkIiqhVNGiYiIiBo+BoRERERERERNFANCIqoWjhASERERNXwMCImIiIiIiJooBoREVC0cISQiIiJq+BgQEhERERERNVEMCImoWjhCSERERNTwMSAkIiIiIiJqohgQElGVaGhoAOAIIREREVFjwICQiIiIiIioiWJASETVwhFCIiIiooaPASEREREREVETxYCQiKqFI4REREREDR8DQiIiIiIioiaKASERVYkiyygRERERNXwMCImoWjhllIiIiKjhY0BIRERERETURDEgJKJq4QghERERUcPHgJCIiIiIiKiJYkBIRNXCEUIiIiKiho8BIRERERERURPFgJCIqoUjhEREREQNHwNCIiIiIiKiJooBIRFViaIwPUcIiYiIiBo+BoRERERERERNVKMKCM+ePYvRo0fDwsICGhoa+OWXXyTHBUFAQEAALCwsoK+vj0GDBuHq1auSNvn5+ZgzZw5MTEzQvHlzjBkzBvfu3ZO0SUtLg7u7O2QyGWQyGdzd3ZGeni5pk5ycjNGjR6N58+YwMTGBt7c3CgoKJG3i4+Ph4OAAfX19vPTSS1i8eDFHXajB4O8qERERUcPXqALCnJwc9OjRA+vXr1d5/Ntvv8WqVauwfv16xMTEwMzMDMOGDUNWVpbYZu7cuThw4ABCQkJw7tw5ZGdnw9nZGXK5XGzj6uqKK1euIDQ0FKGhobhy5Qrc3d3F43K5HKNGjUJOTg7OnTuHkJAQ/Pzzz/D19RXbZGZmYtiwYbCwsEBMTAzWrVuHFStWYNWqVbXwZoiIiIiIiFQQGikAwoEDB8Tt4uJiwczMTFi2bJm4Ly8vT5DJZML3338vCIIgpKenCzo6OkJISIjY5v79+4KmpqYQGhoqCIIgXLt2TQAgREVFiW0iIyMFAEJiYqIgCIJw7NgxQVNTU7h//77Y5scffxT09PSEjIwMQRAEYePGjYJMJhPy8vLENkuXLhUsLCyE4uLiSj9nRkaGAEC8LlFt8/X1FQAIR44cqe+uEBERUSPFz7h1p1GNEFbk1q1bSElJgZOTk7hPT08PDg4OuHDhAgDg8uXLKCwslLSxsLCAtbW12CYyMhIymQx9+vQR2/Tt2xcymUzSxtraGhYWFmKb4cOHIz8/H5cvXxbbODg4QE9PT9LmwYMHuH37tvpfABERERERURlNJiBMSUkBALRt21ayv23btuKxlJQU6OrqwtjYuMI2pqamStc3NTWVtCl7H2NjY+jq6lbYRrGtaKNKfn4+MjMzJV9EdYlZRomIiIgajyYTECooPswqCIKgtK+ssm1UtVdHG8UH7Ir6s3TpUjGZjUwmQ/v27SvsOxERERERUXmaTEBoZmYGQHn07fHjx+LInJmZGQoKCpCWllZhm0ePHild/8mTJ5I2Ze+TlpaGwsLCCts8fvwYgPIoZmkLFy5ERkaG+HX37t2KH5yIiIiIiKgcTSYg7NixI8zMzBAeHi7uKygoQEREBOzt7QEAvXr1go6OjqTNw4cPkZCQILbp168fMjIyEB0dLba5ePEiMjIyJG0SEhLw8OFDsU1YWBj09PTQq1cvsc3Zs2clpSjCwsJgYWGBDh06lPscenp6MDIyknwR1QdOGSUiIiJq+BpVQJidnY0rV67gypUrAEoSyVy5cgXJycnQ0NDA3LlzERgYiAMHDiAhIQEeHh4wMDCAq6srAEAmk2H69Onw9fXFyZMnERcXBzc3N3Tv3h1Dhw4FAFhZWWHEiBHw9PREVFQUoqKi4OnpCWdnZ3Tu3BkA4OTkhK5du8Ld3R1xcXE4efIk5s2bB09PTzGAc3V1hZ6eHjw8PJCQkIADBw4gMDAQPj4+z53CSkREREREpA7a9d0Bdbp06RIcHR3FbR8fHwDAlClTsH37dvj5+SE3NxdeXl5IS0tDnz59EBYWBkNDQ/Gc1atXQ1tbGy4uLsjNzcWQIUOwfft2aGlpiW2Cg4Ph7e0tZiMdM2aMpPahlpYWjh49Ci8vL/Tv3x/6+vpwdXXFihUrxDYymQzh4eGYNWsWevfuDWNjY/j4+Ih9JnrRcYSQiIiIqOHTEPiprkHLzMyETCZDRkYGp49SnZg/fz5WrFiBgwcPYsyYMfXdHSIiImqE+Bm37jSqKaNEVHf4tyQiIiKiho8BIRERERERURPFgJCIqoUjhEREREQNHwNCIiIiIiKiJooBIRFViaIsCkcIiYiIiBo+BoRERERERERNFANCIqoWjhASERERNXwMCIlq0aRJk+q7C0RERERE5dKu7w4QNQZ+fn5K+wRBwIULF+qhN3WDI4REREREDR8DQiI1CA4Oxu7du5X2nz59uh56Q0RERERUOQwIidRg2rRpsLKygqmpqWT/5MmT66lHtYdZRomIiIgaDwaERGqwZMkSlfu9vb3ruCe1j4EgERERUePBpDJERERERERNFANCIqoSThklIiIiajwYEBIRERERETVRDAiJ1CA8PBx9+vSBvb09QkJCxP2jRo2qx17VLo4QEhERETV8DAiJ1ODLL7/E8ePHceLECURHR2POnDkoLi7Gs2fP6rtrRERERETlYkBIpAZaWlpo2bIlDAwMsGrVKvTq1Qtjx45FdnZ2fXet1nCEkIiIiKjhY0BIpAY2Nja4ffu2uO3h4QEfHx9kZWXVX6eIiIiIiJ6DdQiJ1GDdunWS7fT0dDg6OiIxMbGeelR7mGWUiIiIqPHgCCFRLRg/fnx9d4GIiIiI6LkYEBLVgqYwetYUnpGIiIiosWNASFQL9u/fX2f3mjRpUp3di4iIiIgaF64hJCrHpEmTEBwcXK1zjY2N1dwbwM/PT2mfIAi4cOGC2u9VGRwhJCIiImr4GBBSk/eiBVrlCQ4Oxu7du5X2nz59uh56Q0RERESNAQNCavJqM9BKSUmBmZlZja8DANOmTYOVlRVMTU0l+ydPnqyW61cVRwiJiIiIGj4GhNTk1WagNXnyZISFhdX4OgCwZMkSlfu9vb3Vcn0iIiIianoYEFKTp45Ay87OTmmfIAhISkqqdr+IiIiIiGobA0IiNcjKykJ8fDy0taX/pIYNG1ZPPap9nDJKRERE1PCx7ASRGgQGBiIrK0tpv7+/fz305sUWFxcHZ2dnjBs3TpK4Z/r06fXYKyIiIqKmiQEhkRqMGzdOUmoiMTERAODg4KC2e/z000/o2bMn3NzcsGPHDnTu3Bm2trY4dOiQ2u5RGRoaGgCqP0Lo7e2NNWvWYPXq1Vi9ejVWrVoFAPj777/V1kciIiIiqpwmFxB26NABGhoaSl+zZs0CAHh4eCgd69u3r+Qa+fn5mDNnDkxMTNC8eXOMGTMG9+7dk7RJS0uDu7s7ZDIZZDIZ3N3dkZ6eLmmTnJyM0aNHo3nz5jAxMYG3tzcKCgpq9fmp8pycnKp9rpeXlxp7UmLlypU4f/48Vq5ciU8//RTR0dE4d+4cli9frvZ71SYNDQ106tQJHTp0wN69e5GZmQlPT08UFRXVd9eIiIiImpwmt4YwJiYGcrlc3E5ISMCwYcPw/vvvi/tGjBiBbdu2idu6urqSa8ydOxeHDx9GSEgIWrduDV9fXzg7O+Py5cvQ0tICALi6uuLevXsIDQ0FAHz00Udwd3fH4cOHAQByuRyjRo1CmzZtcO7cOTx9+hRTpkyBIAhYt25drT0/KXNxcVHaJwgC4uPjq31NHR2dmnRJJX19fRgYGMDAwABDhgyBTCYDAKV1i3WluiOEpqamuH37Njp06AAACAgIwK5duxAUFKTG3hERERFRZTS5gLBNmzaS7WXLluHVV1+VTO3T09Mrt3ZcRkYGtm7diqCgIAwdOhQAsGvXLrRv3x4nTpzA8OHDcf36dYSGhiIqKgp9+vQBAGzZsgX9+vXDjRs30LlzZ4SFheHatWu4e/cuLCwsAJSMAHl4eODrr7+GkZFRbTw+qRATE4NTp05BU/PfAXNBEODu7l7tax4/flwdXZOwsbGBXC6HlpYWdu3aBQAoKChA69at1X6v2rRv3z6lfW5ubnBzc6uH3hARERE1bU1uymhpBQUF2LVrF6ZNmyauiwKAM2fOwNTUFK+//jo8PT3x+PFj8djly5dRWFgomU5oYWEBa2trMUFGZGQkZDKZGAwCQN++fSGTySRtrK2txWAQAIYPH478/Hxcvny51p6ZlM2fPx+GhoawtLQUvzp06IDZs2fXd9ck1qxZI45AK+jq6qoMsOoCs4wSERERNXxNboSwtF9++QXp6enw8PAQ940cORLvv/8+LC0tcevWLSxatAiDBw/G5cuXoaenh5SUFOjq6koSiABA27ZtkZKSAgBISUlRKnIOlEyVK92mbdu2kuPGxsbQ1dUV26iSn5+P/Px8cTszM7PKz01SZdf7paeno2XLlpgwYUI99YiIiIiIqG406RHCrVu3YuTIkZJRugkTJmDUqFGwtrbG6NGj8euvv+LmzZs4evRohdcSBEEyylj6+5q0KWvp0qViohqZTIb27dtX2C+quvHjx1f5nKaUEKWmWUZViYuLq9G5LGNBREREVD1NdoTwzp07OHHiBPbv319hO3Nzc1haWiIpKQkAYGZmhoKCAqSlpUlGCR8/fgx7e3uxzaNHj5Su9eTJE3FU0MzMDBcvXpQcT0tLQ2FhodLIYWkLFy6Ej4+PuJ2ZmcmgUM0qG+jEx8djwYIFSE9Ph7a2NgoLC2FiYoLAwEB07969lnv5r5SUlHLXvL6INm7cKNkWBAGbNm2Cl5dXtbKzent7Y9u2bdDW1sb8+fMRFRUFHx8flrEgIiIiqoQmO0K4bds2mJqaYtSoURW2e/r0Ke7evQtzc3MAQK9evaCjo4Pw8HCxzcOHD5GQkCAGhP369UNGRgaio6PFNhcvXkRGRoakTUJCAh4+fCi2CQsLg56eHnr16lVuf/T09GBkZCT5IvV63h8JFLy8vLB582ZcuHABZ8+eRWRkJDZs2FArJScqMnny5Dq9n0J1Rwg3bNiAI0eOwMDAAM2bN0eLFi2gqamJFi1aVOt6LGNBREREVH1NcoSwuLgY27Ztw5QpUyQp+7OzsxEQEIB3330X5ubmuH37Nj777DOYmJhg3LhxAACZTIbp06fD19cXrVu3RqtWrTBv3jx0795dzDpqZWWFESNGwNPTE5s3bwZQUnbC2dkZnTt3BlBS465r165wd3fH8uXLkZqainnz5sHT05NBXj0ruz60PHK5XCz9oGBkZCQpa6JOdnZ2SvsEQRBHrxuKhIQE/Pjjj9i7dy9cXFwwYcIE7Nmzp9qBLctYEBEREVVfkwwIT5w4geTkZEybNk2yX0tLC/Hx8di5cyfS09Nhbm4OR0dH7NmzB4aGhmK71atXQ1tbGy4uLsjNzcWQIUOwfft2SQbI4OBgeHt7i9lIx4wZg/Xr10vudfToUXh5eaF///7Q19eHq6srVqxYUctPT+qybNkyODs7Q1dXF0ZGRsjIyEBRURG++eabWrlfVlYW4uPjleoODhs2rFbu9zzVHSHU0NCAq6srJk6ciODgYIwZMwb//PNPtfvBMhZERERE1achMHd8g5aZmQmZTIaMjAyOLKpZZdfm5ebmIj09HcbGxmjWrFmt9efAgQMYNGiQ0ghmRESEpI5mbfvss8+wdOlSbN26VemPKtVRXFyMlJQUSXInIiIiatr4GbfuNNk1hETPU9kpjPr6+jA3N69yMFjV7Jjjxo2TBIOJiYkAUKfBYGnq+luSpqYmg0EiIiKietIkp4wSlVZfa/Nqmh3Ty8sLp06dqtU+NgQRERFYsmQJ3njjDYwYMQILFiyATCbD0qVL0a9fv/ruHhEREdELjQEhNXn1tTZPkR0TAPbu3YuAgIAqZcfU0dGpze7Vqvz8fFy9ehWpqalo1aoVrK2toaurW61rLViwAHv37kV6ejqcnJwQExMDAwMDdOrUCampqWruOREREVHjwimj1OQFBgYiKytLab+/v3+F54WHh6NPnz6wt7dHSEiIuP95pUwUFNkxFQICAuDg4ICYmJhKnX/8+PFKtVO3mhamDwoKgqOjI3bs2IGIiAhs27YNjo6O2LVrV7Wu9/fff8PX1xdLliyBXC6Hj48PZsyYgZycnGpdj4iIiKgp4QghNXmKkiIKiYmJ6NKly3PX5n355Zc4fvw4dHV14e/vj/Pnz2Pt2rV49uyZ2GbSpEkIDg5WeX5DzY5Z07WDmzdvxrlz56Cp+e/fo4qKijBo0KBqPXtOTg4CAwMlI6aFhYWSWqFEREREpBpHCInKqGxheS0tLbRs2RIGBgbQ1tbGX3/9hddeew3Xr1+Hn58f5s+fL0kWU11VTT5TV6obGOrr6yMiIkJynYiIiGpnaF2+fDlatmwJS0tL8atTp07YuHFjta5HRERE1JRwhJCojMquzbOxsRELogcHB2P37t2Ii4vDqlWrxGmjp0+frnF/app85kUTFBSEZcuWwd/fH3K5HDo6Oujdu3e1p4yWF8C7urrWpJtERERETQIDQqIyKrs2b926deL306ZNg5WVFRwcHDB37lxxf2VLV1Skpsln1E0xMljdEUIzMzOsWbNGjT0iIiIiourilFEiNViyZAlMTU2V9nt7e1f5Wk5OTpLtmiafUYeioiJx6urPP/8sOVbfU1eJiIiIqPoYEBLVExcXF6Wv999/H/Hx8ZJ2+/btQ4cOHST73NzckJeXB6AkcU1tiI+Px9tvvw17e3sMHjwYDg4OePbsGWxsbABATNpS31NXy8v2Onz48HrsFREREVHDwCmjRGqWkpICMzOz57aLiYnBqVOnJNk2BUGAu7u7yvZ+fn5K+wRBUEviGlW8vLywe/dutG/fHgAwcOBAbN++Hf379wcA5Obm1uvUVQUvLy/o6OhAV1cX69evF7O9RkdH12u/iIiIiBoCBoREajZ58mSEhYU9t938+fNhaGgIExMTyf7Zs2erbK9IXFOWOhLXqCKXyyGTycRtU1NTpKeno7i4GADg7OyMFi1aICgoqFbuX1mPHj3C06dPoaOjg++++w47d+6Es7Mz5HJ5vfaLiIiIqCFgQEhUTXZ2duL3GRkZuH//PgCIARNQUqT+6NGjKs8vLzvmhAkTVO5XJK4pu1ZRHYlrVFm2bBmcnZ2hq6sLIyMjZGRkYM6cOXBwcMCPP/4IoHp1E+Pi4rBo0SLo6Ohg/vz5sLe3B1CyFnHr1q1V7mfz5s1x//59dOjQAd7e3rCyssK8efOQn59f5WsRERERNTVcQ0iNWm2trwOArKwsXLhwAdHR0WjdujXu3buHx48fo02bNpgzZw6ePn0qKVJfU2UT1yiSz1QncU1lDBw4EGfPnsXhw4exYcMGHD16FBEREeIU0upmGfX29saaNWuwevVqrF69GqtWrQJQ/bWIc+bMkWzb2tpi9+7dcHR0rNb1iIiIiJoSjhBSo1DX6+sAIDAwEFlZWTA2NhaL1APAzp07cevWLZiYmMDc3LzG93FxcVHaJwiCUvKZ2qKvrw99fX21XU/dZTQ+++wzyfaIESMQFRWF0NDQGveViIiIqLFjQEiNQl2vrwOAcePGid+XLlLv4OAABwcHTJ06FampqRVeIz8/H1evXkVqaipatWoFa2tr6OrqStpUNflMbatpHUJFGQ1F5tSAgADs2rVLbWsRb9y4oZbrEBERETUFDAipUajr9XVllS5SD/wbLHXr1q3cc4KCgrBp0ybY2trCyMgI6enpiI2NxcyZMyXr8qqafKa2/PTTT/jiiy/EwPSrr77Ctm3bsGjRIowZM6bS19m3b5/SvuqsRSxPz5491XIdIiIioqZAQ6jun/nphZCZmQmZTIaMjAwYGRnVd3fo/ysuLoaWlhZ69uyJ2NhYlW0GDBiAs2fPSkb+ioqKMGjQIJw7d06p/U8//YSlS5eiW7duGDZsGAIDA2FkZFTlgKyyNm7cKNn+9ttvYWBgABMTE/z2229Yvnw55syZg6FDh+K3335T+/2ro6ioCNra/DsXERFRQ8fPuHWHn5yIakFl/s6ir6+PiIgIMfmJIAiIiIhAs2bNVLZfuXIlzp8/j6ysLNjY2CAxMRHNmjXD0KFDayUg3LBhAywtLeHi4gINDQ00a9YM2traaNGihdh/PT29eg/A4uPjsWDBAqSnp0NbWxuFhYUwMTFBYGAgunfvXq99IyIiInrRMSAkUoOyI1OKgLCgoKDcc4KCgrBs2TL4+/tDLpdDR0cHvXv3xq5du1S219fXh4GBAQwMDDBkyBCxRmBtBWQJCQn48ccfsXfvXri4uGD48OG4efMmunXrhl9//RVAyfO1bt26xveKi4ur9lRPLy8vbNu2DZmZmeJaTCMjI0ydOvWFGbkkIiIielExICQqx6RJkxAcHFzu8YpGpqysrAAAd+7cKfd8MzMzrFmzptL9sbGxgVwuh5aWFnbt2oWUlBS0atVKLQGZKhoaGnB1dcXEiRMRHByMv/76C0+fPhWPC4IAXV1dlWsCK1J2KqogCNi0aRO8vLzKrc1YkZSUFEyaNAl9+/YV12JGR0c/N6EPERERETEgpEYiPDwc/v7+0NLSgre3NyZOnAig4sLwCtUtWeHl5YXdu3ejffv2YpH6u3fvwt7eHl26dAEAtdYhLBs8fvDBBzh9+nSVA7Kq0tTUhLu7OyZNmoSUlBSxbmB1lZ2KqriHYipqVenr60NXVxdXr16FkZERMjIyoKenp9ZSGURERESNFQNCahS+/PJLHD9+HLq6uvD398f58+exdu3aSgVk1S1ZIZfLxWmbWVlZiI+PR3Z2Nt5++22cOXMGenp6MDAwqN4DlaIINksTBAFxcXE1vnZVaGpqwsLCQtKH6ig7FXXChAnYs2dPtTPCtm3bFp999hn69u2L9PR0tGzZEhcuXMDSpUurdT0iIiKipoQBITUKpQvDr1q1Ctu3b8fYsWORnZ393HOrW7Ji2bJlcHZ2hq6uLmQyGQYPHgwNDQ188803YrDUpk2b6j1QKYpgs+xawVatWtX42tVRNhBMSUmBmZlZpc8vOxV1zJgx+Oeff6rdHz8/P0ybNg2ZmZkwMzNDq1at0Lt3b7W8eyIiIqLGjgEhNQqlC8MDgIeHBywtLTFz5sznnrtkyRKV+729vSs8b+DAgTh79ixyc3ORnp4OY2NjMUPo77//DgBqGSEMDAxEVlYWjI2NJft37txZ42tXR05ODoB/A8PJkycjLCysytdRTEUdNWoU8vLyqt2fxYsXIzw8HNra2pg/fz769esHHx8fMXsrEREREZWPdQgbONZoeTENGjQIERER6Nq1K65evarWaycmJoprFOuSYurq77//joKCArz88sswNTVFUlIS0tPTq33dwYMH49SpU9U+XxGYA8CDBw/w2WefIS8vD/fv32eWUSIiogaKn3HrjubzmxBRZV29ehWJiYni9M6K/t4SFxcHZ2dnjBs3TpLAZvr06RXeo3Qmzr///htyubyGvVbNzs5O8hUfH4/i4mLxuI+PD2JiYmBra1uj+9T0b1J//fUXbt++jR9++AGurq6wsLBAYmIioqKianRdIiIioqaAU0aJ1Mja2hoAkJ2djRYtWohZNFXx9vbGtm3bxKmOUVFR8PHxwd9//13hPXR0dACUTN189dVX8Z///KfGmT9VKbt28cCBAxg0aBBsbGyQnJwstvP396/Rffbv369yf0REBJYsWYI33ngDI0aMwIIFCyCTybB06VL069dPbGdlZYUOHTrgxx9/xKlTp6CpqYnAwEC89dZbNeoXERERUVPAEUJqNPLz8xEbG4sTJ04gNja2wqLwleHk5FTh8fDwcPTp0wf29vYICQmRHKvMqJeGhgY6deqEDh06YO/evcjMzISnpyeKiooqPO/48eMAIK67CwoKeu69qkOxdlFh3LhxMDY2FkcEU1JSAAAODg41uk/ZtZEKCxYswLZt2zB16lRMmTIFhw8fxv79+7Fw4ULJ6GqLFi1w5MgR2NrawsnJCVlZWTh79iwMDQ1r1C8iIiKipoAjhNQoBAUFYdOmTbC1tRWLk8fGxmLmzJlwc3Or8FwXFxelfYIgID4+vsLzVJW6KH0+gApHCE1NTSWJcAICArBr165yAzw7OzsIgiBeUxE41mT9XkXGjRuncn+7du0AAPv27VNbaYcff/wR2traeP/998V9zZo1Q/v27dG+fXtYWVmJ91XUmlSMrvr6+uKHH35Abm4uLly4ACcnJ/Tv3x/bt29XS9+IiIiIGjMGhNQobN68GefOnYOm5r+D3kVFRRg0aNBzA8KYmBhxqqGCIAhwd3ev8DxVpS5Kn19aXFwcFi1aBB0dHcyfPx/29vbYt28fpk+fjq1bt4rt3NzclPobHx+PBQsWICEhAb169UJRURFMTEzg5+eHgQMHirUQ64ri2bS0tKp9jfz8fFy9ehWpqalo1aoVXF1dJdcGADMzM8jlcmhpaYlJZ4qKilBcXCyOrgLAzz//jICAANy/fx95eXlMJENERERUBU1qymhAQAA0NDQkX6XrpwmCgICAAFhYWEBfXx+DBg1SyhCZn5+POXPmwMTEBM2bN8eYMWNw7949SZu0tDS4u7tDJpNBJpPB3d1daRQnOTkZo0ePRvPmzWFiYgJvb+8aT3FsyvT19RERESFuC4KAiIgIsQxERebPnw9DQ0NYWlqKXx06dMDs2bMrPE9R6kLBw8Oj3Lbe3t5Ys2YNVq9ejdWrV4tr/p63XhAoSSKzefNmBAcH49ChQ4iMjMSGDRvg5+cHAGJgVNdmzJhRrfOCgoLg6OiIHTt2ICIiAtu2bVPZLiQkRCno1NbWRnh4uDi6qhAQEAAHBwfExMSI+5435ZeIiIiImuAIYbdu3XDixAlxu/QHzm+//VYc6Xn99dfx3//+F8OGDcONGzfE9Uhz587F4cOHERISgtatW8PX1xfOzs64fPmyeC1XV1fcu3cPoaGhAICPPvoI7u7uOHz4MABALpdj1KhRaNOmDc6dO4enT59iypQpEAQB69atq6tX0agEBQVh2bJl8Pf3h1wuh46ODnr37o1du3Y999zSWTtLmzBhQoXnlf1ZlQ76y44Qlh7R2rt3LwICAiq1XhAo+X2RyWSSKZxGRkbIzs4GALRu3fq511AnxbNVNzuoqtHc9evXV/p8bW1t7Nu3T9wuPeV3zJgxcHFxqdSUXyIiIiJqggGhtra2ZFRQQRAErFmzBp9//jnGjx8PANixYwfatm2L3bt3Y8aMGcjIyMDWrVsRFBSEoUOHAgB27dqF9u3b48SJExg+fDiuX7+O0NBQREVFoU+fPgCALVu2oF+/frhx4wY6d+6MsLAwXLt2DXfv3oWFhQUAYOXKlfDw8MDXX3/NWivVYGZmhjVr1tRrHxS/N4BysFTV9YKlLVu2DM7OztDV1YWRkREyMjJQVFQkCajqUk3LRChGcxWF42t6vZiYGPz666/466+/kJ6ejpYtW+K11157bvkOIiIiImpiU0YBICkpCRYWFujYsSMmTpwoTtm7desWUlJSJNPM9PT04ODgINaIu3z5MgoLCyVtLCwsYG1tLbaJjIyETCYTg0EA6Nu3L2QymaSNtbW1GAwCwPDhw5Gfn4/Lly9X2P/8/HxkZmZKvujFUDqwKZtUZt++fWIwqODm5iZmCi2t7FRHQ0NDGBkZwcDAAB4eHjh69CgiIiLw5MkTpfvWlsqMZFZWUFAQDh48iP79+6Nv374YOHBgja43cOBAuLu7IywsDImJiQgNDcXUqVPRo0cPNfWYiIiIqPFqUiOEffr0wc6dO/H666/j0aNH+O9//wt7e3tcvXpVTKHftm1byTlt27bFnTt3AJSk2dfV1VVKk9+2bVvx/JSUFJiamird29TUVNKm7H2MjY2hq6srtinP0qVL8dVXX1Xhqam6UlJSVI4ml2f//v1o1aoVgMoFaZXNblq2XuGff/4JHx8fvPLKK3j48GGl+1dVimQ26enp0NbWRmFhIUxMTNCiRQuxr9WhajS3omysCkVFRdDW1oaTkxPCwsIAAKmpqbh69SpCQ0NhYmICoGTqbosWLTBo0KBq9Y+IiIioKWlSAeHIkSPF77t3745+/frh1VdfxY4dO9C3b18Ayh9MS6f5L0/ZNqraV6eNKgsXLoSPj4+4nZmZifbt21d4DlXP5MmTxcCjMkr/oaAywVJls5vWZP1hTXh5eWH37t2S36/k5GTx30ptc3FxQUZGBv744w8UFhZCQ0MDxcXFyMnJwZYtW7B9+3aYmJjg1q1bePXVV9GiRQt4e3vjv//9L1555RXo6urWST+JiIiIGrImFRCW1bx5c3Tv3h1JSUl45513AJSMCpmbm4ttHj9+LI7mmZmZoaCgAGlpaZIP/48fP4a9vb3Y5tGjR0r3evLkieQ6Fy9elBxPS0tDYWGh0shhWXp6etDT06v6w1K57OzslPYJgoCkpKRqX7O8gDA1NVUstaDIbqoY2VIom920JusPa0KRzEYhLi4On376KVJTUwH8+4xlS2fUREREBJYsWYI33ngDZ8+eRWZmJjp37oxFixahV69eEAQB77//Pnx9fXH//n0YGhqiV69esLGxQUxMDBYuXIgWLVrA3t4ev//+u1r6RERERNSYNbk1hKXl5+fj+vXrMDc3R8eOHWFmZobw8HDxeEFBASIiIsRgr1evXtDR0ZG0efjwIRISEsQ2/fr1Q0ZGBqKjo8U2Fy9eREZGhqRNQkKCZLpfWFgY9PT00KtXr1p9ZlKWlZWFCxcuIDo6WvyKiYmBra1tta9ZNiA8efIk+vfvj6lTp+Krr77ClClTsHv3bknQoshSWja7qYuLC8aNGwc3Nzfs2LEDnTt3xtq1a/HDDz9Uu3+VoUhmM3ToUIwfPx6Ojo5IS0sT1/wpynxUpnRGZS1YsADbtm3D1KlTkZubi9dffx0HDhzAd999J5YDmTlzJgCIaygNDQ2xdetWHDhwAEZGRrhz5w42bdoEfX19tfWLiIiIqNESmhBfX1/hzJkzwt9//y1ERUUJzs7OgqGhoXD79m1BEARh2bJlgkwmE/bv3y/Ex8cLH3zwgWBubi5kZmaK1/j444+Fdu3aCSdOnBBiY2OFwYMHCz169BCKiorENiNGjBDeeOMNITIyUoiMjBS6d+8uODs7i8eLiooEa2trYciQIUJsbKxw4sQJoV27dsLs2bOr/EwZGRkCACEjI6MGb6bxcnV1fW6b/fv3C6mpqUr7z5w5U+X7ARAACI8ePRIACNbW1oIgCIK9vb3k90gQSn529vb24rajo6PKa9rZ2Qk5OTlCSkqKYGZmJqSnpwt5eXmCnZ2dAEAYOXJklftZFc+ePRMePHgg9O/fXxAEQZg5c6YAQBg6dKjw4YcfCgMGDKjxPRTvzcHBQdzn6OgoRERECG+99ZZgbGwsODs7C4MHDxYGDhwo7Ny5U3jnnXeEvn37Cq1atRL69OkjjBs3Trh27ZogCIJQWFgoDBo0qMb9IiIiovrBz7h1p0lNGb137x4++OAD/PPPP2jTpg369u2LqKgoWFpaAgD8/PyQm5sLLy8vpKWloU+fPggLCxNrEALA6tWroa2tDRcXF+Tm5mLIkCHYvn27pJ5hcHAwvL29xWyRY8aMkdRZ09LSwtGjR+Hl5YX+/ftDX18frq6uWLFiRR29icZHUaS9NEEQxMyuFSld3w8AEhMT0aVLFzg4OFR4nmKq6d27d5WOBQQESLY1NTXx5MkTye/SkydPlNYPqqKvrw8DAwMYGBhgyJAh4jRObe26+eerr68PfX19mJmZ4fbt22I/nZycYG5uXumpq3FxcVi0aBF0dHQwf/58ccS8dHkIMzMzyOVyaGlp4dSpUwCAU6dOYfDgwUhNTcXJkyfRrFkzAFBaa1maooA9EREREVVMQyjvUyg1CJmZmZDJZMjIyGjS9Qtfeukl7N69W2m/r68vLl26VKVrDR48WAxGKmJlZYX4+HhYWlqK91Zktvz555/x7rvvwtraGvHx8bh+/To+++wzpKSkiMmDzM3N8fXXX8PKygoAlNamKsydOxcrV66U/NGhoKAA48aNw7FjxzBy5EgcO3asSs9YEzNnzsT333+Pb775RmUgXp633npLki21X79+8PHxgaOjI86cOQOg/KA4Ly8PI0eOxOnTpyt9v6ysLEkATkRERA0HP+PWnSY1QkiN17Rp02BlZaVU8mPy5MlVvpaOjk6l2gUGBiIrK0vlvfv16wfg32yyVlZWOHDgQIXXUxUMAlAq0aAovp6dnV2pfqpTXFxctctNVDVbatmyF7m5uRg9ejQCAwPRvXt3sd3OnTuxfPly6OjowMXFBZ9++ikAYOzYsZUK7ImIiIiaMgaE1CgsWbJE5X5vb+8qX2vTpk0YMmQIjh07VmFGV8VU0/LurS5l6xWeOXMGDg4OSExMBFB7hek3btwo2RYEARs2bEDr1q2rdd+qZktVVfbizp07cHNzw2+//Sbu27RpE2JjY6Gjo4Nvv/0W7733Hnbu3InMzEw4OzurnKKqrqyoRERERA0dA0KiMlauXIlTp07h2rVr6NmzZ7Wu8bxgSbGONSQkBK+99ppYisLa2lqpfl7ZeoUTJ07E8uXL4eLigsePH1erf5WxYcMGWFpawsXFBRoaGrh8+TKuX7+ON954o1rX27dvn9I+Nzc3uLm5qay/KZfLsXPnTnz++ef4448/MGPGDMjlcly7dg0LFy7EkSNHoKOjg/v372PAgAHQ0tJCRkYG1qxZg5EjRyIuLg43btwQp6hGRUXBx8dHrVlRiYiIiBq6Jl12gkgVdYy4qbpGfn4+YmNjceLECZw8eRJAyQjmjh07EBERgW3btsHR0RG7du2SnKeoV2hpaQlLS0scO3YMHTp0wJQpU2rcz4okJCTAzc0NBw8ehK6uLm7dugWgZJQOAFasWAFbW1scOnSoVu6/bNkyLF++HHZ2dujVqxeys7Ohp6eH3bt3Y/369YiNjUVsbCwKCgpgaGiIQ4cOITMzE4cOHcKSJUugqamJTp06oUOHDti7dy8yMzMrnKJKRERE1BRxhJCoHKpGrSqrbEAYFBSETZs2wdbWFkZGRvjzzz8BAF26dMHatWvFdkVFRRg0aBDc3NzEfV5eXir75ezsrFTEXp00NDTg6uqKiRMnIjg4WMzaaWJigoyMDMyaNQsLFy7E0KFDMWbMGLXcs/T02Dt37iAnJwcpKSkoLi7GgAED8McffyAzMxMaGhriWk9ra2ssWLAA7777Llq2bAkLCws4ODhAV1e3SlNUiYiIiJoijhBSoxAeHo4+ffrA3t4eISEh4v5Ro0ZV+5qVHSn86aef0LNnT0kQp7ivInjbvHkzzp07h7Vr12LJkiVYuHAhgJLEKaXvFxERIZZVKM/48eMBAMXFxZJ71BZNTU24u7ujTZs2kvvp6elBT09PreUvYmJi8M0332D58uUoLi7G2LFj0adPH5iYmCAwMBARERFYv349XnrpJdy+fRsAYGNjg9deew0bN27ESy+9JAaucrlcDAYV3NzckJeXp7b+EhERETV0DAipUfjyyy9x/PhxnDhxAtHR0ZgzZw6Ki4vx7NmzWr/3ypUrcf78eaxcuVLcV3a9nL6+PiIiIsRtRbBZUFCA/v37o2/fvhg4cCCOHDmiNGW0LMW5ivWDqgLXSZMmVe9hKpCRkQGgJNBSKCgoEJPMVJeiXicgnR7bsmVLzJo1C3v37sV3332Hli1b4ujRo2jRogWuX78uBnvr1q1DXl4eunXrhtDQUHHksKb9IiIiImoKOGWUGgUtLS20bNkSALBq1Sps374dY8eOrVFphsqOvJUuHK9QNjFMUFAQli1bBn9/f8jlchQUFAAoKY0QHBwstisuLpYUq1dl//79AEpqLALAjRs3JPUABUHAhQsXKtX3qmjdujWysrJQWFgIAHj27Bl0dXVVJotRpWy2VKCkr6VHSRXTYxXlLaZNmwYDAwPo6OhgzZo1iI+PF6fblubl5SWWmDh+/Hitj5oSERERNRYMCKlRsLGxkawX8/DwgKWlJWbOnFnla1U1qYyNjQ3kcrmkcHx+fr6kjZmZmaSe4B9//IEePXpIgsisrCwYGRkhKChIMv3Uzs5OZR9v3LgBAGjTpo3S1NiqFHCvrIkTJ2LZsmXi+9m9e3eVSm6UzZYKlDyHu7s7UlJSJG2HDx+OFStWYNasWTA0NISFhQVMTEyQl5eHq1ev4saNG1iyZAneeOMNjBgxApcuXcKgQYOwdOlSsQZkbZXjICIiImpMGBBSo7Bu3TrJdnp6OhwdHcVafdVR2VGmsoXjgX+L2z/vGqWPK6Zk7tixAyEhIWL9vKysLMTHx2PGjBmS+nn9+/fHhQsX0Lx5czg4OEiuO3ny5Er1vSqOHj0K4N9Aq6oBl2I6qImJibjPz88PxsbGku2UlBQ8ffoU//nPf/DKK6/g999/R0BAAH788Uf07NkTX3zxBeRyOfbu3Yv09HQ4OTkhLi4OycnJ+Pjjj7Ft2zYAQF5eHnr27Ilu3bph2LBhCAwMhJGRERYtWqS2JDhEREREDR0DQqpVRUVFak06Ulnjx48XpxDWh+oETYr3FBcXh6ioKLF+Xt++fZGVlaVUP++DDz7AhQsXoKenp3Qtb2/vave99PRTBUEQcPfuXfF7AHB1da3SdctmS01PT0dwcDB2796Nw4cPAyhJxjNnzhy0aNEC7dq1Q5s2bbBq1SoEBARgz549+OOPP2BnZwcdHR20b98e7du3h7GxMfr27QtXV1dkZmaKAWFOTg7Onz+PrKws2NjYIDExEc2aNVNrVlQiIiKiho5JZUjt4uPj8fbbb8Pe3h6DBw9Gv379MHr0aMlasdpW39MFq3N/xZRTQRAk9fMsLS3h5+enVD/vxx9/rPB6cXFxcHZ2xrhx4yRrCqdPn17hecHBwRg1apTky9nZWZzeqkgqo6+vX+VnLG38+PGYNm0arKysxH0ODg5o2bIllixZgpCQENy4cQOrV6+Gqakp7t+/D0tLS7z++ut49OgR5s2bBz8/P2RmZqJ58+ZYuXIlOnToII4WFxcXw8DAAG3btsWQIUMgk8nUnhWViIiIqKHjJyNSOy8vL+zevRvt27cX9yUnJ2PSpEn47bff6qQPisQr1VGdYC4/Px9Xr14VtxVJY6qjbP28Y8eO4enTp7h165a4nrD0GsLyeHt7Y9u2beJIY1RUFHx8fJRGGstSBGmmpqaS/T169MCDBw+Qnp4u9qEmBEFQWoPo5+eHR48e4erVq7h79y60tbVx69Yt7Nq1Cx9++CFycnIwefJkjBo1SswieurUKWRlZUFbWxvh4eFivzQ0NMS1nYrMrerIikpERETUmDAgJLWTy+WQyWSSfUZGRpJyBbWt9Lq02la66LyCIilMVbJdKgIZGxsbSf28rKws3LhxQ2lky97eHpGRkeVeT0NDA506dQIA7N27FwEBAfD09FQaaSxLEaSVTWbz4MEDABCzjCqkpKTAzMyswmuqoipoV4xIKiiS4wwdOhR5eXlYtGgRrKys4ObmhrCwMADAkSNHMHHiRPTv3x9yuVxcvymTySSJftLT09GyZctKZ0UlIiIiagoYEJLaLVu2DM7OztDV1YWRkREyMjJQVFSEb775pr67VilVHflSFJ3X1NTEd999BwDYtWsXunbtqpb7BgYGIisrSynI/eijjxAZGYnIyEjY29vD29sbEydOBFASWJmamkpGGgMCArBr1y4EBQVVqj+KZDaKQHTJkiX44osvoK2tjcLCQrG/kydPFoOzqlAVtJdNjvPkyRPY2dnhxo0b6Ny5MwAgNDQUSUlJYhszMzOcOXNGcp6GhoZSMF7f60qJiIiIXkQMCEntBg4ciLNnzyI3Nxfp6ekwNjZGs2bNav2+immbqampaNWqFaytrZXqAdYGRdF5R0dHcV90dHSVr1NeIppx48ZJthMTE9GlSxf07t0bANCrVy8cPnwY/v7+OH/+PNauXYtnz56JWUFLc3Nzk5S0qEjZQHTz5s0AStbmKbYPHTokCc5qys7ODs+ePUNhYSHu37+PZ8+eQUtLCxoaGoiOjsaoUaMQEhKC8ePHl3uN8gLr+l5XSkRERPQiYlIZqjX6+vowNzevk2AwKCgIjo6O2LFjByIiIrBt2zY4OjqKa8cqUnYKpWJkqbLTPYOCgnDw4EH0799f3Pe8OoCqgpOy+1JTU/Hnn38iNTVVsl+RrVPRXkdHBwYGBli1ahV69eqFsWPHIjs7u1J9r8i4ceMko3iK2oqKfR999BFiYmIkU2WrauPGjVi2bJm4nZycDEEQUFhYiBUrVuCll15CVlYWioqKUFxcjGfPnmHs2LEYNmwY+vTpA3t7e4SEhIjnjxo1SgxYy77PmqwrJSIiImqsOEJIjULpaZsKRUVFGDRokMoRsfj4eCxYsADp6eniFEgTExMEBgZWeSSpdNF5RRD56aefYseOHVWqQ6i479OnT9G/f3+YmJjAyMgI6enpSEtLw1dffYUhQ4aIa+QU7XNzc8VreHh4wNLSEjNnzqzSM5T2008/YenSpUr1+6ysrFQmBfL396/2vTZs2IBHjx6J2y4uLti7dy+Ki4vx7bffws/PD5qamvDz84ORkZG4JvDSpUvo3LkzkpOTcezYMcnIaHk/v7pcV0pERETUUDAgpEah7LRNQRAQERFR7uikIhPqp59+iuDgYAD/ZkKt6to/VapTh1AxsvXnn38iOTkZhoaG4rHMzEyMHDkSQ4YMwfHjxyXXLl3+IT09HY6OjkhMTBT3TZo0SXzGyli5cqXK+n2KNXyK+z5+/BiA8rq/8pRNUqPoe1ZWlrj99ttvY8OGDdDR0YGmpiZycnJgbm4OAwMD5OTkIDc3F5qamtDU1ISZmRlSUlJw69YtZGZmiiOj5Y0QxsXFwdvbG0lJSejcuTOWLl0Ke3t7sQzH1q1bK/2OiIiIiBoLBoSkduHh4fD394eWlpZSohNV69rUISgoCMuWLYO/v7+YabJ3797ilNGyxdb//vtvLF++XFKfT5EJtTrBXFmlSx+oomp/6fs9efJEEhA+efJEMvqZlJSkNJXUz88PISEh4vu+ffs2fvvtN6SlpWH06NGV/jno6+vDwMAABgYGYv0+AOL9Ff08evQo1q9fX+51yiqbpEZBJpOJZTreeecdWFtbY9asWZg7dy4WL16M7OxszJgxA506dcKzZ8/QsmVLtG/fHkVFRcjNzUVRURFatWoFHx8fzJw5s9yfn7e3N/Ly8rBx40b83//9H2bOnIkpU6Y8twwHERERUWPGgJDU7ssvv8Tx48ehq6urlOiktpSetqlKcHAwdu/eLW63a9cOW7duxdOnTzF+/HhJJlRFFk51BIRVOa7Y17VrV/j6+iIlJQWCIEBDQwPm5ub44YcfxLavv/660vnBwcEwNTUVyzbMmjULW7ZswRdffIHo6OhK/xxsbGxU1u9TjEQq+lm6pENllJcttWPHjvj9998BAIaGhnj55Zdx4sQJ6OrqIiMjA506dYJcLkdOTg7u3r2L1q1bQ0tLC9nZ2eJoYXZ2tjgyqphCW/Yda2hoQF9fH99//z3CwsLErKsPHjzAa6+9VqVnISIiImosGBCS2mlpaaFly5YAgFWrVmH79u0VJjqp6pTGyvroo49gZWWF//znP0rF1h0cHODt7Y0VK1Zg0qRJkkyodREQVnROixYtcODAAQBVezfTpk2Du7u7GCwaGxvD2dkZf//9N7y9vZ/7c1AoG1gr6ve5urrC399f7Gdls5UqlM2WqtClSxcxIHzttdewfv16FBUV4dixY7C1tcWqVaswePBg/Pbbb/jqq69w5coVbNiwQfyZnT59WrJmUtG/nJwcyTTVP//8UzICHBAQgE6dOmHq1KlIT0+v0rMQERERNRYMCEntbGxsJPXvFIlO3n33XaWpm4IgSKZtqtOWLVsAAP/5z3/EYutlzZs3r9zza3PKaNlr+/n5ISMjAwBw48YN+Pn5qXw3RUVFiI+PV3mtBw8eSEYOFT8Hb29vANVPOFO2fl/pKZnfffcdHB0d0b179ypds7SQkBDs2bMHAKCnpwdLS0sAJeU0vLy88MUXX6Bv375o164dtmzZgiFDhsDc3Fw8v+yaydJrCC9cuKA0RXXYsGHi91Upw0FERETUGDEgJLVbt26d0j5HR0fo6+uL0xlLe16JhrpW1TWEZYNcoCQxS2XuoRAcHIyVK1fihx9+gImJifieTp8+rZQR9cqVK5Jz79y5AwBKa+HK/hxUJZypjIrewyeffCImfFEHRWmI9PR0mJub47333sP333+Ps2fPAoBYfqI8KSkpMDAwAFASXKalpaFNmzaSNjXJikpERETU2LAOIdUZxbRNBwcHydfkyZPru2sqVRR4lBYcHIxRo0ZJgt233nqrwnPKBlnTpk3DK6+8AgBo1aqV5N14eXlh8+bN2L9/P86ePQsbGxvJuUVFRfD09JTUU0xJSVG6Z0XF3IGSLJzOzs4YN26cZGTypZdeUtl3VWUvKmPSpEnlHlOsLxw/fjxCQkKgpaUlqR+ora2N8PDwcoPUyZMnIyEhAUDJusd3330X/fr1w+jRo8WR1cpmRSUiIiJqCjhCSHWmvGmbiimNdSE1NRWpqalo1aoVWrVqpXTcyclJnLJY2RHCsusTgZLpjhVRBJuKKaVLlizBn3/+qdTO29sbISEhkMlkeO+99xAWFia5DwC8+uqrcHBwENc+AiWBUVhYGOLi4tCzZ89KPY+3tze2bdsGbW1tzJ8/H1FRUfDx8cH9+/cl7cpep7zrqho5fd4U4T///BOtWrWSXNPY2BgrV66Er68vTp06hc8//xzx8fEQBAEvv/wyHjx4gE6dOkFTUxNJSUnw9fUFUJItVTGyqCgpUraOoiJpDxEREVFTxYCQakV+fj6uXr0qBl/W1tbQ1dWtt/6cPHkSX3zxhVjs/eTJkygoKEC3bt3Qtm1bACXBQXx8fJUDQlWBblXXEJbed/HiRUkylKysLLz00kvIzc0VM6KWFhUVhbS0NJiZmaFDhw4QBAGPHz/Ghg0bsGnTJnh5ecHLy0sy0qaKhoYGOnXqBADYu3cvAgICJCOPVQ2cymZ2VSg7RfjkyZPi91999RXS09ORkZGBkydPYsiQIQBKSlxcvHgR+/fvh76+PnJzc/H666/jyZMnMDAwgEwmw6lTpzBs2DCl9wOUlBR5+vQpXn75ZbRr1w5jx47FL7/8AgC4du0aDh48iEGDBlXp+YiIiIgaAwaEpHZBQUHYtGkTbG1tYWRkhPT0dMTGxmLmzJn1lsDjiy++QGhoqFjbr2PHjggNDcXUqVOxc+dOACUBmbu7u3hOfZWdKCoqUpkMZfDgwWJ2zdLF6O3s7BAeHo5u3brB0tISLi4uWL58OVq0aAFNTU20aNECAJTKPZRlamoqSQakKMugGHlUFJAvr/B7WapGTgEoTRH+4osvxO8V9zIyMsI777wDKysrACVBW0FBAeRyOeLi4nDy5En8/fff2LJlCzp27Cj2xd/fHxkZGRg7dqwkgC4qKoKmpiY6dOiA0NBQdO3aFQMGDMDOnTvx1ltv4fPPP8f58+crfB4iIiKixogBIand5s2bce7cOUkh9aKiIgwaNKjeAkJNTU1Jsff58+cjPz8fBgYG4oggAMyePRvh4eEAKr+GsCLlBU0VBYSdOnVSWa/vyy+/lGTXVJDL5QCAhIQE/Pjjj9i7dy/effdduLu7Y8+ePZVeo7lv3z6lfaWzcCqOV/a9VGaKsJ2dHa5fvy7ZFgQB2dnZsLe3x7lz5wAAU6dOFUc4PT09cfr0aWRlZeHs2bNIT08XRzEdHBzw5MkTAICurq6kPMVbb72F/Px83L59GxYWFhg6dCjGjh2LgoICseQIERERUVPDgJDUTl9fHxEREXB0dARQEuhERESU+6HbyckJYWFhtdqnH374QanY+4kTJ8Ri74paexMmTBADwtocIVQVVCn2mZqaisGgk5MTvvvuO3Tp0qXcZCg6OjoASqZ0urq6YuLEiQgODsaYMWPwzz//KLVPSUmBmZlZuX0rPV219PPcu3dP0s+avB+FrKwsXLhwAW+88QaAksA9ISEBGhoaiI+Ph5GREXJzcyEIAoqLi6Gjo4MLFy4gPj4e7du3R2RkJK5evYqBAweK1yz9bksH0DY2NkhJScHy5cvRpUsXjB07FpaWlpgxYwYsLCxq/CxEREREDREDQlK7oKAgLFu2DP7+/pDL5dDR0UHv3r1hYGAAFxcXSVvFur3aZmVlJRZ7V6VsrT2g8gHPTz/9hKVLl6Jbt27iPsXU08quIXRxcUFmZiYA4I8//oCLi4v4bry8vCR9UwSsZa81atQoHD16FJqamnB3d8eoUaOQl5endG9FwpnyZGVlIT4+XmnKaqdOnfDXX3+pZeRUITAwEO3atRO3CwoKYGBggIMHD+LDDz/E06dPcfbsWVhYWGDSpEnYtWsX3n//fXh5eUFHRwcbN25Et27d0Lt3b/Ea5f3cVJVD6dmzJ27evKm25yEiIiJqaJpU2YmlS5fC1tYWhoaGMDU1xTvvvIMbN25I2nh4eEBDQ0Py1bdvX0mb/Px8zJkzByYmJmjevDnGjBkjjp4opKWlwd3dHTKZDDKZDO7u7khPT5e0SU5OxujRo9G8eXOYmJjA29sbBQUFtfLsdcnMzAxr1qzB+fPnERUVhd9++w2rV69GfHw8vvnmGyxfvlzypUhkUp8qmsL5PCtXrsT58+cltQe3bNlSpfvFxMTgP//5D4CSwKv0u3n69Cl69uwJNzc37NixA2PGjJGcm5iYiOLiYjx79kyyv0OHDnjnnXdgZ2cnftna2iI6OrrCvgUGBorrBUtTjPhWd4RQVftx48ZJpsbGxsZi9OjRWLt2LT755BMAENdGfv311+jQoQNmzpwJuVwOQRDg5eUFADh+/Lh4jar073mlOIiIiIgauyYVEEZERGDWrFmIiopCeHg4ioqK4OTkpFRUe8SIEXj48KH4dezYMcnxuXPn4sCBAwgJCcG5c+eQnZ0NZ2dncS0XALi6uuLKlSsIDQ1FaGgorly5IklYIpfLMWrUKOTk5ODcuXMICQnBzz//LKbMb4zmz58PQ0NDWFpail8dOnTA7Nmz67trkgycVS1Mr6+vDwMDAzFbKfDvNM7ylL32/PnzxYLq+vr6knfTrFkzMeD89NNPxTISCkZGRhg7diyys7Ml++VyOS5cuIDo6GjxKyYmBra2tir79NNPP6Fnz574+eefcejQIXTu3Bm2trY4dOgQAIh1Eis7QqgIkP/44w/069cP9vb26NWrF86cOVPheVu3bsWcOXNw4MABmJiYYPDgwRg6dCjWrl2LIUOGYMeOHfjmm2+wf/9+lX2JiIgAUDLaGBISIu4vXSdSQR3TXomIiIgaNKEJe/z4sQBAiIiIEPdNmTJFGDt2bLnnpKenCzo6OkJISIi47/79+4KmpqYQGhoqCIIgXLt2TQAgREVFiW0iIyMFAEJiYqIgCIJw7NgxQVNTU7h//77Y5scffxT09PSEjIyMSj9DRkaGAKBK5zQVAITn/Yo/fPhQad+0adMEAMLp06crdZ9PPvlEKCoqktzzt99+EwAIb775pspzIiIiBADCxx9/LO77448/BADC4MGDJW0dHBzE7ydNmiTMnj1bvA8AYdiwYcKpU6eEzp07S87buXOnkJqaqnTvM2fOqOyTnZ2dkJOTI6SkpAhmZmZCenq6kJeXJwwYMEAQBEEIDAyU3HfhwoUVvmNHR0dBEATByclJSExMFGJjY4WhQ4cKrVq1Es6fPy+2U7zvstc5c+aMMHz4cMHR0VF49uyZ8ODBAyE3N1fSZtiwYUr37dWrlwBA0NHREf7zn/8Is2fPFuRyuTBo0CCltqmpqUJmZqbK/hMREVH94WfcutOkRgjLUtQrK1ug/MyZMzA1NcXrr78OT09PPH78WDx2+fJlFBYWwsnJSdxnYWEBa2trseB2ZGQkZDIZ+vTpI7bp27cvZDKZpI21tbUkmcXw4cORn5+Py5cvl9vn/Px8ZGZmSr6o+irKwClUcvRozZo10NLSkuwru/6uMtcu7342Njbi6POuXbuU1sIJggBHR0ckJiZK9ru7u0umYyqOl5ecpvRI55AhQyCTyaCnpyc+S1XrEObk5ODatWvIyspC586d4e3tjU2bNuGVV17B6tWrsWrVKgDA33//LZ4TERGBoUOHwsPDAz4+Pnj06BGuXLmCXr16YezYsRg4cOBzp7+Wzm67atUq8dzbt2+je/fuePPNN7Fs2TIAJaU4xo4dW6XnIiIiImpMmmxSGUEQ4OPjgwEDBsDa2lrcP3LkSLz//vuwtLTErVu3sGjRIgwePBiXL1+Gnp4eUlJSoKurq1QSoG3btkhJSQFQksWxbO01oCR7ZOk2pacYAiUfTnV1dcU2qixduhRfffVVtZ+7qSovc2ZSUpJkX+l3X9mAUBXFuc9LKlP6HuVNxVyzZk21+1Fa2eQ0ZSkCTy0tLezatQtAybTL1q1bq2z/vPfTtWtXMaNnWloaNDQ00LZtW1hYWEgK31+6dEk8Z9SoUXj11VcRGRmJ3NxcJCUlITk5GSNHjsTZs2dhY2MDXV1dsf2wYcOQlZUllhMBShIIxcTEiP3z8PCApaUl3n77bWRmZkJHRwffffcd3nvvPezcuZPTRomIiKhJa7IB4ezZs/HHH3+Idc4UJkyYIH5vbW2N3r17w9LSEkePHq0wAYXw/0sZKKgKBKrTpqyFCxfCx8dH3M7MzET79u3Lbf+iyc/Px9WrV5GamopWrVrB2tpa8gG/tpSXOXPYsGGS7cmTJ4tZL9UREFbluKp9zysRUVZF7/d56xpVBZ66uroq6xOW19/Stm3bJtk2NTXF06dPcfDgQQD/Fr7funWr2KZ37944c+YMhg8fjnPnzsHd3R22trYwMjKCn58foqOjYWpqio8//hiffvop/P39MXbsWEmgGxAQIAZ6zs7O0NHRwfz58/Hmm29CR0cHHh4e8Pb2Rm5uLgYMGID8/PwKn4OIiIioMWuSAeGcOXNw6NAhnD17VpLyXhVzc3NYWlqKI0lmZmYoKChAWlqaZJTw8ePHsLe3F9s8evRI6VpPnjwRRwXNzMxw8eJFyfG0tDQUFhYqjRyWpqenBz09vco96AsmKCgImzZtEj/gp6enIzY2FjNnzqz1gvWKzJmKn5lixDArK0v8XjFiqPidqEl5hecFS4prlw7+VZ3zvBIRQMkfBQoKCrBnz54K32/pTJzqUNX3U17h++bNm4t/bDEzM4NcLsfx48fRvXt3jB8/HnPnzsWFCxdw+fJlWFtb49q1azh58iRWrVqFCRMmiFlYZTIZli5dKo7Oy+VyrFmzBtra2pg/fz5kMhlWrVqFAwcOQCaTwcjICFZWVjh27Bh27dpV67+DRERERC+kOlut+AIoLi4WZs2aJVhYWAg3b96s1Dn//POPoKenJ+zYsUMQhH+TyuzZs0ds8+DBA5VJZS5evCi2iYqKUplU5sGDB2KbkJCQRp1Upn///oJcLpfsKywsFPr3718r90MFCU9eeeUVobCwUGn/0KFDhalTpwoAhOPHj1f7noqkMr169VLZLjw8XJJUxtbWVujatasAQDA0NBRsbW2F3r17CzKZTOnc7777TpLcpV27doK9vb3w+uuv1+r7Xbp0qeS+vr6+lUrcUxmlr3P9+nVBEEp+FjY2NoIglCSP6dmzp3DixAnhrbfeErS0tITg4GChV69egra2tnD37l3h6dOngoODg5CUlKSyX19++aXQtm1b8X0o7lObv4NERERUPQ3pM25D16SSysyaNQu7du3C7t27YWhoiJSUFKSkpCA3NxcAkJ2djXnz5iEyMhK3b9/GmTNnMHr0aJiYmGDcuHEAAJlMhunTp8PX1xcnT55EXFwc3Nzc0L17dwwdOhRAyRqmESNGwNPTE1FRUYiKioKnpyecnZ3RuXNnAICTkxO6du0Kd3d3xMXF4eTJk5g3bx48PT1hZGRUPy+olunr64slAYCSEbGIiAg0a9aszvtiYGCgstaev7+/+L1Qh2sIs7KyxKmTvXv3rrBERNk1pJ07d0ZERAQePXpU4/ebn5+P2NhYnDhxArGxsRXWxazMCGFVrqegqC0YFBSEhw8fomfPnoiMjERqaiqCg4Px008/ASgp7bJjxw4YGRlh3rx52LZtG7S0tCT9un37tvi9r68vTExMxEQ0Xl5e9fo7SERERPQiaFJTRjdt2gQAGDRokGT/tm3b4OHhAS0tLcTHx2Pnzp1IT0+Hubk5HB0dsWfPHknSitWrV0NbWxsuLi7Izc3FkCFDsH37dkmmyeDgYHh7e4vZSMeMGYP169eLx7W0tHD06FF4eXmhf//+0NfXh6urK1asWFGLb6B+BQUFYdmyZfD394dcLoeOjg569+4tJjCpSxYWFkqJgYCSDJw7duwAULWAULF2T+F5gU/ZgDEwMFCpHiZQEqCWTYijyI5b+loRERHo3r07Dh48WO33W9Upvc8LCKs7RVix1tHMzAwjR44EAPTs2RMrV67EJ598gs8//xz6+vqYN28eNDU1MW3aNPzvf//Dnj170L17dxw4cEC8VkhICD799FMAwNixY3HixAksW7YM/fv3x9WrVzFw4MB6+x0kIiIieiHU19AkqQeH08uHak5n9PDwEAAIR48erVT7nTt3Cv369RO8vb3Fe1pbWwsAhN69e6s859dff1WqQ6iYVqyo36fQpUsXyfTWd955RzJ1UyaTCXPnzpXUVHR1da3KIwuC8PwpvWWnjM6ZM6fCd1zZKcLDhg2r9M8K/7++4JkzZyRfL730kgBA+Pnnn4UePXoIAAQNDQ1h7dq1wrvvvivk5OSorENIRERELyZ+xq07TWqEkKgqhEqOEG7evBnnzp2DpqYmvvvuOwAlGTsVU4grunbpe6jaBygnxGnRooXkuEwmg46OjljXTxAEsd5lVSim9Do6OorXqWg65fNGCMtez8XFBY8ePUJSUhJcXFzEe8THxyudGxcXh0WLFokZQgMCAsTkOoWFhUq1FHv27In79+9DS0tLHHUVBAHe3t7o2rUrRo4cidTU1Cq8DSIiIqKmgQEhUTkqGxCWDXwA4MqVKwCev4awMvdTrF8tr52JiQlGjRol2Xf69Onn9rus503pLXvfykwZLX29K1euiNOiFZlABUGAu7u7WP9RESgeOnQIgwcPRkFBAVxcXJCZmVnhvfr3748jR44AAAYOHCi+fwAYOnQozM3N4evrW/mXQURERNREMCAkKkdlA8LSgY9CZGRkhedUVHbiefcte9zAwEBpxGzy5MnP73gZZmZmKmsRKuzZs0ey/byAsOz1Nm7cCBcXF5iYmIj7/Pz8JGs5jx8/DhcXFwiCIK75FQQBAwcOhKenp9iuovqMH374oThS27NnT3Tr1g3Dhg3DrVu3YGtri0WLFmHMmDEV9p2IiIioqWBASFRGZQMzhdKBjyLAmzlzJn7++ecq3aN0kFhUVARtbdX/PMv2S1F4vjRvb+9K9V0VPz8/lfe8c+eOZF9V6xAqsoeWFhwcjN27d+Pw4cMAAA8PDwwePBj79u2DIAjo0KEDAGD58uUoLCzE//3f/wEARo0aBW1tbWhpaUmedcmSJZJC9+fPn0dWVhZsbGyQmJiIZs2aYejQoQwIiYiIiP4/BoRU7yZNmoTg4OD67oaSmhSmr2j9IKA62ExKSgIAxMbGYvDgwSgsLERycjJCQ0PRvXv3Cs9VJ0WQVtbu3buRnp4ubsvl8hrfa9q0abCyshK3R48ejWXLlsHGxgY3b95Et27doKWlhXbt2knWTv7+++/4559/MGPGDERHRyMqKgpASbbX0u/HwMAABgYGGDJkCGQyGQCUG2gTERERNUX8ZER1pryRp+okQKkL6gi8KruG0M/PD9u2bQNQkiSmb9++EAQBISEh8PLywm+//Sa2LS85yvTp0yWjY9WlCNIU6/wU3njjDTx48EDcrknArLBkyRLJ9ueff46AgAAsW7YMY8aMgYmJCWJjY9GrVy9JIFdcXAx3d3ckJCTg1q1bMDc3BwDk5eVJ+iWXy6GlpYVdu3YhLi4On3/+OW7evIkLFy7A3t4egPreGxEREVFDxICQ6kx5I0/VSYBSF9QREJZ3jbLBVHBwMFq0aIF//vkHrVu3FpPEhIeHK43ExcbGSraTk5MBAH///XeN+wsoB2kKffr0QWhoqLitjoAQgJhQBgD09PQQGBiIbdu2wd3dHRoaGvjhhx/w+PFjydrDfv36obi4GDk5OSguLoaBgQEAIDc3V/LOS9cG9fb2xrZt26CtrY358+cjKioKPj4+antvRERERA2RZn13gJoOxciTg4OD5Ks6CVDqQm1OzSx77WnTpmHq1KkAgDt37mDt2rVYvHgxsrOz8c0331R4reTkZLRt2xYPHz4U940aNQpxcXFwdnbGuHHjJKOw06dPV3md57UvGwBWNyCcNGmSZLv0z//27dsAgE6dOiEyMhIdO3ZEQUEBtLW1JWslz58/j6NHj2LYsGEYO3YscnNzAQAbNmyQ9KuoqEj8XkNDA506dUKHDh2wd+9eZGZmwtPTU9Kmvjx69Egsq0FERERUlzhCSHWmvJGnmiRAqQ2KYE1dI2AV3UPxv0uWLEF4eDgAoHv37tiwYQOMjY1V1gDU09OTbNvZ2cHDwwMzZszAnDlzsHbtWjx79qzKI2IVtY+Pj1ca3T116lSFz+jn54dHjx6JNRpTU1Ohq6uL1NRUHDhwADKZDIIgIC0tTTwnIyMDycnJGDVqFGJjY5GWlobt27ejY8eO+P3338V2586dw4ABAxAcHIzTp09j+PDhAEqCPsVaTADiWkwTExPo6enh9u3bYqKagIAA7Nq1C0FBQRU+R11wdnbGpUuXan19KBEREVFZHCGkWlN2JKg+VTQKVN6xuhwhLL1PW1sb5ubm5RaE79u3r2RbV1cX06dPR1FREXr16oWxY8ciOzu7yiNiFbX38vLCyJEjJe3ffPPNCp8xODgYcXFxWLx4MZYsWYK8vDy888476N69O+RyOUJCQtC5c2e0bNlSPOfZs2dISUlBeHg4DA0Noampiblz5yIpKQnPnj0T2ylGMNPT0+Ho6Ih27dqJx7799lvx+7NnzyIyMhIbNmxAXl4eOnToIJmi6ubmhry8vAqfo7ZdvXoVly5dAlD7CYOIiIiIyuIIIdXYi54sxt7eHtra2uJIUWBgIICSfmdkZCgdq2rZiYqUl1RG1ejj0qVLK3XNsv1STJcESso2WFpaYubMmbC0tKzSiJipqSlu376N6OhoLF26FN26dUPz5s1x/vx5GBgYoHXr1pL2mpoV/z1p2rRpOHHihPiHAT09PURFRUFXVxdt27aFlZUVzp49KzlHX18flpaWKCgowI0bN/Ddd9/B29sb3bp1g6Ojo9ju+++/x4EDB5CUlITTp0/Dzc1NHIFWlf3UyMhI3D958uQXanqmtbW1+H1RURF0dHTqsTdERETU1DAgpBp70ZPFlA5Mw8LC4ODggKKiIlhZWUFTUxMymQyBgYGQyWSYNGkSOnbsCKD2Rmv8/Pxw/fp1AMDFixfh5+cHQRDEfaWDyLi4OPTs2VNyftlgsuxIoqOjIxITE8Xt0mU93Nzc4ObmprJf+/btAwBMmDBBUr8vLS0NMTExYqIbhecF/EuWLMH169fFoHTcuHEYN24cdu3ahQ8//FApiykArF+/HkFBQejQoQPOnDkj9nXjxo2YM2eO2M7Lywvz5s1Dv3794OXlhbfffls89vHHH2P27NkAgFatWokjoi+99BK6deuGmzdvYty4cZg/f/4Ll2mUASERERHVNQaEVGPllSmobLIYJyenOhux+fLLL9GxY0fo6ekhNDQURkZGSE5OxqRJk3D48GHJ6FJtBYTBwcGYNm0ajhw5AktLSzHQ2rFjBwDg3r172LhxIwRBwIIFC/Dtt99KirqXN+qorpFafX19pfp9Q4cORdu2bXH37l2xXf/+/XHw4MEKr6UIMkurKCj97rvvcOPGDRgYGGDr1q24d+8eCgsLYWZmJqlDuH79evz444+YP38+vvvuO8nz9ujRQ9z+/fff0aZNGzFofuutt2BnZ4fVq1e/kJlGX4QEN0RERNS0MCCkGqtsshgXFxelNoIgID4+Xu19Kh3MDR06FEZGRsjIyMC1a9ewZ88eGBgYwNnZGbq6utDX18cff/yBsWPH4ptvvsGWLVsA1F5SmWnTpsHMzAxAyaiVg4MDXFxcxKLvDx48wPbt2yEIAvLz8yWBEACxxEJZ3333HY4fP660v6ojtTY2NpL6fQBQUFCgNBJZG+9HU1MTPj4+aNu2LQBg7dq1+Oijj+Dn5wdvb29ERkYCAAwNDWFgYIAZM2bgyJEjYp3Gp0+fwtjYWLxeixYtxH5v374dly9fxiuvvIKoqCjs3bsXAQEBePnll2Fpaan2Z6mOwsLC+u4CERERNTEMCKnOxMTE4NSpU5K1Z4IgwN3dXe33Kh2sHD58GOnp6TA2NkZ0dDT8/f2hq6sLExMTpKam4smTJ/j5558xdOhQAMAPP/wg9q0qVLVXNZq3ZMkScTRQcTwmJgbr1q3Dxx9/DB0dHbi5ucHZ2Rm9e/dWGmmNiIiQbN+8eRPFxcUwMzMTR2pTUlLEoLOqZT3WrFmjtE9XVxejR4/GqlWrxH2q1upVRBCEckc3FTQ1NfHjjz+iU6dOcHFxgY6OjvizLF2HcPz48Vi4cCGGDRuGt956C+fOnQNQEkCWHjEsHRwqynrs3bsXW7Zswfnz57F27Vrs2bMHMTExVXqW2sIRQiIiIqprDAipzsyfPx+GhoaSD/YAxPVe6lQ6INTX14e+vj4AYODAgTh79ixyc3PFILG8bJ7qCAif1z9FgDR//nyxHz179oSxsTG8vb3RqlWr517L0NAQY8eORZs2bcRpu5MnT8b8+fPh7+8PLS0tmJqaYuLEiQBKahQePXpU6To//fSTmExm2LBhCAwMhJGRERYtWoQxY8YoPd/zAsKVK1fC19cXf/zxh5gFtbi4GGvXroVcLscXX3yhdM7EiRNx5swZXL16FT4+PsjLy0NgYCBatWqFmzdviu22bduGI0eO4O+//4adnR3u378PAPjzzz+fO3JpZWWFVatWYfv27Rg7dixatGhRa5lGN2/ejJycHPj4+FSqPQNCIiIiqmsMCEltUlNTkZqailatWqkMZEqvgwNKSga0bNkSEyZMUHtfnhcUlA4Sy1IEaXUZEHp5eeHnn38W940ePRqTJk2SlEhQMDU1xb1798Tt+/fvQxAE3LlzB3Z2dhAEAUlJSfjyyy9x/Phx6Orqwt/fXxwRK12+obSVK1dKkskkJiaiWbNmGDp0KJKSkpTe6fPWJh49ehQ2NjZ477338Oabb8LCwgKPHj3CmDFj8PLLLyMyMhJGRkaScxYvXoyhQ4fCysoKurq6OH78ONLT09G2bVt8//332LlzJ4CSabUzZszA559/DgB49dVXAQAdO3aUjPaFhISIgXBZpTOylpWTkwNtbW2lmo+VFRsbi6SkJHz88ccAUOmA8Pr167CwsKjWPRurP/74AzKZ7IWZ1ktERNTYsA4h1djJkyfRv39/TJ06FV999RWmTJmCAQMG4OTJkxWeN378+FrrU+ngJTU1FX/++SdSU1MrdW51C9NXJSBUjK6lpaWJ/Sp9v/Hjx0NTU1NlcFC6/AJQUsg+MTERubm5iI6ORkxMDGxtbaGlpYWWLVvCwMAAq1atktQoVEWRTKZt27ZiMhk9PT1oa2vj6NGjSueVTt6iSk5ODubNm4fXX38dJ0+eRFBQEMLCwtCtWzckJyfjyZMnSue8/PLLWL58OU6fPo2kpCTxPRUXF2PAgAFiOxMTE2hpaeG9996TBLjOzs7idFwAiI6Oxpw5c1T+LBU1DEtnZFVo0aIF+vXrV+HzVWTAgAHlBqIVUUxbpn/16NFDLJ1CRERE6seAkGrsiy++QGhoKA4ePIigoCAcPnwYx44dk0wJ/O2338R1Xgq1WYS79HTGqgSqTk5O1a5DWNk1hCdPnsQ333wDoGTtoKJff/zxR4XXUig7VTMhIUGy/eGHH6JPnz6wsbGRTA318PCAj48PsrKyVF5XkUwGgCSZTOvWrZGTk6M0zVRbu+IJBl27dsWDBw/w8ssvIy0tDQCQlZWF5s2b47XXXoOvr6/SOfn5+WKQd/nyZXz22WcAAFdXV5w6dUps16JFC3z66aeYMWMGXnrpJWRmZgIAOnXqJHnnpQPhssaPH1/he46Li6vw+SpSujYkERER0YuMU0apxjQ1NfHkyRMYGhqK+548eSJJHjNw4EAA0kBn//79tdan0iNCpUsjKNaNtW7dGm3btsX169eho6ODrl27wtzcHPHx8Rg0aJBSX6t6z4p88cUXYh29wYMHY9OmTcjMzIStrS0AIDMzE59++iliY2NhbW0NXV1dyfllA0LFe964cSMAiPX01q9fjwULFuDOnTvidN3yRsSAf5PJ2NnZiffR0tICAPz9999iUKeQn59f4XNu27YN169fx2effYa3334bRUVF0NbWhrm5OdatWwcrKyulgDk8PBxt2rSBtbU1Dh8+jJdffhlAybudMmWK2K5Zs2ZwcXGBIAjQ0tJCTk6O2OeOHTvi6tWrYlvF1NAjR46I+/744w9cvnwZ9vb2KCgowMqVK8WfOxEREVFTwoCQauyHH36Ar68vUlJSxEyS5ubmYrbO8pTOAKlu5QVna9aswRtvvIF79+7h1q1buHDhAvT09DBp0iQsX74c7u7u4rnqGCFUtU9TU1Mc0VIcf/Lkibjv4cOHiI2NxalTpxAbG4uZM2dK6vaVDQi7desGANiwYYNknVWLFi2gqampVLbiebKyshAfHw8nJyfJqFz79u0laxdLB/zlsbKywoEDBwAAgwcPllxP1c9o3759+Omnn9CjRw/ExsaKwWtiYiKuXbsmths7diw++ugj/Pnnn0hJSUFKSgr+/PNPFBUVwdPTUxL8KaaGljZ//nyEh4fDzs4Ojx8/xrhx43D+/Hml/sTHx6N79+7PfU51Uvwbun37Ntzc3LB//36lGp9ERERE6sKAkGqs9If+F0XpYKNfv37ih+z79+/j7NmzOH36NE6dOiV+2G/RogU6dOiA2bNnY+/evUrXqIzygr+yfvjhBzGRzoEDB/D777/D3NxcTGBiZWUl1nYsKirCoEGDKgwIFVM3ExIS8OOPP+LXX38FALi7u2PPnj1VLjsRGBiIrKwsped58803JQFhdcpOlKYqo2ZwcDAuXrwovrczZ85g3759iI+PlyR4MTY2hqWlJaZOnYrZs2fjxo0b+PLLL1FUVKR03fHjx0sC0atXryIrK0scCTU1NS03uO3du/dzR0LVraCgAHp6evjll19w/vx5nD9/HuPGjavTPjRGBQUFKCgoqPIfSIiIiBo7riGkOpWfn4/Y2FicOHECsbGxKCgoqJX7lA5WIiMjERUVhcjISEyaNAmvv/46vLy8sG/fPgD/rpMDgAkTJojnqmOEUDHlsjQrKyt4eHgAAMaMGYPIyEjs379f6YOqIAg4cOAAHj9+LBnhKhvwKIIZDQ0NuLq6ivvHjBmDf/75R+n+qjKXljZu3DgYGxsrTelV1DVUqGrAXPZ6qgLCR48eQUtLC3Z2drCzs4Onp6fY5zt37iidW1RUhIkTJ4pBvKqAsOzP5ZtvvkGXLl0k6xrLK+9RW7+fFVEEoPVx78Zs2LBhkmntREREVIIjhFSnHB0dYWtrCyMjI6Snp6ucEqkOFU0ZLUtXV1cMDoF/g42qBoSqRsxUBYSl+1f6Hp6enpg7dy6io6PRt29f6OjoIDk5GcnJyUhKSir3PtnZ2SgoKFBaa3jo0CGVwd/kyZMRFhb23OcpPaV38+bNCAkJkRwvLCx87jXKu953332HzZs3K7W5e/cugH+D3AcPHqi8luLeinaKxDqqAsKygej69euVyl3s3r0bycnJ4prF+lR2RLI2ky9VRnJyMuLj4zFq1Kh67UdNnT17tr67UGeePHkCOzs7nDhxQizJQkREVB4GhKQW+fn5uHr1qliHUFUyFAA4d+6cZHqeqimR6lDV0avSqhsQqhrxKm8qoqJ/iv+1s7MTR/OKi4tRXFyMvLw8ZGRkKJ1bOjgEStYcOjo6YubMmZg0aZK4v2/fvkrnKmoUVpWinl5ppQvFV9UXX3yBmzdvom3btpL92traKCoqgkwmw4EDB2BnZydJEKPw/fff49ChQ7hx44Zkv1wuF38OioQ1ZdeqDhgwAK6urvj0008BlKxHlMlk+OWXX+o9+AL+DQgXLFgAoGa/y+rw1ltvITk5+YV4N9V1+fLl+u5CnTp37hxu376Nn376CQsXLqzv7hAR0QuOU0apxoKCguDo6IgdO3YgIiIC27Ztg6Ojo1i6oLSIiAjxe0EQEBERgWbNmqm9TxWtb6toymRKSkq1A0JVI2bl9aPstNSsrCyxQHq/fv3E+nmqAsKygdhrr72GiIgIfP/995KgNCsrCxcuXEB0dLT4pahRWJ6qTOnt2LFjuccUbG1tYW1tjS5dusDa2hq2trawtbVFdna2ypIcivfh5uaGkSNHiol2yvLw8EBMTAysra0l+0uPEJYXjP/6668wMDAQy1sIgoAzZ86I96/vAKzsCGFFJSw2bdqkctRbne7fv1+r1y/Ps2fP0Lt3b7Vcy8/PTy3XaSgUMxMachBPRER1hyOEVGObN2+u9MjfwYMH4e/vD7lcDh0dHfTu3Vtl4FhTFX2od3Nzw7fffqtyNHPy5MliQFHVwEDVCGF5AVXZKaOBgYHiiJViX9kpmgplA53i4mIxsC4dQE2fPh1Pnz5VGoXz9/dXed2goCBs2rRJ5ZReVR4/fqxyf+nrXb16FdOnT0fLli0l1wsICMDff/+t8tnkcjlsbGywceNGfPDBB+I00tIUNS09PDwQGRkp7lc1ZbSszMxMDBgwALm5uRgwYADy8/PF4DQ3N7dS2VNrU3kB4a1bt+Dn54ddu3aJCXYU5UTmzp1ba/3R0dGBXC5XOS25InK5HHK5vErnlPbgwQPJyF5xcbHkZ6OhoYE1a9bgk08+ee61StfMVCSYKuvSpUuwsLCAhYVFtfpbXz7++GPk5+dj27Zt4j7Ff0Pq448bFy9eROvWrdGpU6c6vzcREVUPA0KqMX19fURERIiJTyoa+Vu1alWdfODOy8sTv1dkkwSAf/75B8nJyXj77behpaWFoqIiPHv2DKampmjVqhWSkpLEzKPqGCFUlaHSzs5OXBt35MgR2NnZQRAEJCcnV3hfxQdiW1tbSVmFuLg4HDlyBGPHjsXIkSPF/Xfu3MH48ePFNZqJiYno0qULHBwcVF6/osC+rJYtW+Lp06cqr1P6ekFBQRg8eLA4bVNxva1bt6ospWBsbIzHjx8jISEBH3zwAWbPno0ZM2YotcvLy8N7772Hjz76SLK/qKhILB8hl8uxbNkyMdBWcHV1xcCBA2FkZAQrKyscPXoUz549AwDk5ORAR0enwueqbeUFhCtWrMC+ffuwYMECtY2cVYauri7y8vKQnp6u9DNTBBylf2fOnTuHhIQEHDlyBEePHsX27dvh5OQEc3NzybkxMTHo1KlTueVnsrKyJNsBAQFYvHgxAOkfUlQFhIIgICAgANOnT8fLL78sWcubl5cHfX19pXNsbW1hYGAg1rQESpIcFRQUoH379pK2YWFh6Ny5s6TMS23auHEj7OzsxJ+74g8fzZo1E9filg4IFb8z9REQKqaqc3SSiKjh4JRRqrGgoCAcPHgQ/fv3R9++fTFw4EAcOXJEHPkr/cGg9Ifd27dvP7dWYXUpPuADkEyZtLCwwKBBg2BsbIw7d+7g0aNHSEtLg7m5uTidsrpTRkvfU0FVQJiVlSVmGXVwcBCncrZr1w7Avx/iFOUjFBQfVMt+yOvRowdWr16NPXv2SMp/rFu3TpxKCvw7mlQeRWCvoCqwNzAwwPbt2zF27Fhx2mt5AZS+vj5atWolfuAvfT0HBweVUyEVgcU333wDQPV0SUX5kI8//hi+vr6SY0VFRZLkIfr6+uLUUIX//e9/WLt2LSZNmoTg4GBkZGSIwXxOTo7kjwnlOX78OP73v//BxcUFt27dem778qj6wF5eQKgY1Spv1DkpKQkaGhpi7UZ1Ufx809PTAZQE2kuXLkVOTg5atWqF9957T9L+rbfewsyZM3H06FEAJaO4qkqf2NnZSf6AUVbZgHDv3r344YcfcO7cOWRnZwMo/99oeno6Fi9ejA8//BCAdISwoim4Zf8Nm5ubq0w0NHz48DpN1jJr1izJVO958+ZVOAJX3n8riIiIVGFASNV27949rF27FtnZ2fj444/x888/IzIyEr/99htWr14tliko/Rf30h+2XV1dMWPGDMlxdSl9zdIfGvX19eHs7CyptVc66PH39xf7WNV+KT6klqYqIAwMDBQ/XJe+h729vVJ/S1N8QC67rk4QBNy8eRNaWlqSYKjssz1v5Ot5gf3/a+++o6Mo1z+Af3dTNr0RkhB6UZAOokBARRExF0TFiwGlKHoEKYLxSjMKlwuCeKnihYsKVw0IKkgzCEGQEqRKDAICSkkIKZRka3Y3u/P9/RF2flmSQCKRgHk+57znZOednXnnmZJ5ZmbfAYrebThkyBDUrFlTHVbWI4GlTW/p0qXqHYTSEq9rH+UrbRwfHx9oNBo8+uijePHFF93qHA6H20nw6NGjMXz4cLfEw/WI6YgRI0rE2mKxlCshfPzxx/HSSy/hq6++QteuXct8vNel+G9JSeK9997D5cuXS3281bXN+Pv7A/j/BMbV1tJ+VwoA27dvB1D5vWm6Hk913RHetWsXJk2ahLlz50Kv1+Obb76B1Wp1u5hwrTNnzsBut6u/R3Qt4759+8r8zrXbuU6nw7Bhw9CzZ88bdozkaqsrdsXvEF4vIXRRFAUffPBBie3j4sWLGDlyJICideq6G/1HkMTmzZtvmLSVVj9//vwyf9u5YMECNRG+3jHM9ejsggULrjv/Y8eOwc/PDzk5OdcdzzXN4mbNmlXuDn2MRuN1nzp49dVXy3x8XQghxE2iuKPp9XoCoF6vv+XzHjduHAFUuHTq1Imvv/66+nnKlCnMzs7m+fPnmZmZSZvNdtNtW7p0qTp9k8mkDs/KyuKYMWMYExPDjh07smvXrhw7diyzsrKoKAoVRaGHhwcBcOzYsRWa5/Dhw92W8/HHH2dUVFSp48bFxREAu3Tpog4bO3YsAfC+++5jYWFhibj9+uuvJMnmzZuzVatW6vA2bdpQo9EwMjKSgwcPVocXX7abYbPZ1Gn+5z//IUlu2rRJHebn50dFUco1reDgYAKgoihMSUkpsYw1a9YkAH766ackySlTppQYp169enzppZdIuq9nABwxYgQbNmyofrbb7STJX375RR3297//nTExMQwODmbXrl3dvr9//34eP37cbVhpStuur1dvtVrVut9++40AOHToUObk5LgtFwBu3ryZiqJQo9Godf/617/Uv7/44osS81EUhcuWLSMAzpkzR63/4osvGBcXV651Q5JOp5NDhw5lWloa9Xo9Fy1axLZt27qtE9e6T0hIUOfv2p8vX75camzq16/P6dOnEwB/++03ZmRkqHWFhYWltmX58uVu03C1o3gJDw9Xx589ezZ///13kuSPP/6o7gMk+eSTT6rf2bVrF2fNmuW2zVqtVrdY7ty5s9R1O2HCBLfhixcvJkkqikKj0eg2zVmzZvHbb78tsVyKovDo0aPcvXu3ut6vJz09vUQ7XJ8feOAB9W+n0+lWB4DDhw8nSSYlJXHGjBnq9y9fvqxOt0GDBted/zvvvEMAXLdu3XXHI0mDweC2XgFQo9Go9fPmzWNKSgp/+uknt3hs3LiRtWvXLnN/K75cFaEoihqXP9OFCxfUY01l27ZtGy9duqR+NplMfP/9992OKUL8VVXlOW51IwnhbeDDDz9kgwYNqNPp2L59e+7cubPc363KncVms/Gtt97i8uXL2a9fvwonhhUtrVq1olarJQBGR0ezdevWDAgIYJcuXfjxxx+zZcuWfOihh/jyyy+7fa9Ro0bcsWMH9+3bx/DwcE6YMIE//vgjd+/ezb1793LDhg3qSc/dd9+tfq9GjRo8ceLEdZMdp9PJrKwsent7EwB79OjBWbNmcc2aNeoJ7dq1a+lwOEgWnaAsWrTIrX2//PILFy9e7Dbfs2fPllj+ffv2qSfhS5cu5SuvvML27du7jfPTTz+5nTgZDAb1hOj06dMcNWpUmSfg1zp16hQHDBjA1atXEwCfffZZGo1Gtb53797s1KkTAagn4jfialtubi43btyofr7rrrvclmPYsGF84oknOGLEiBJx6NixI1u2bMn4+Hg2a9as1G2lT58+BMCLFy/SZrPx9OnTat3WrVvV9tjtdrfvbd++3S2GZZ2AljbP4iee19bl5eWpda5k44knnuCxY8cIgO+++y6zs7MJgOvXr2deXl6Z+0HxJKT4Ms2bN48AOGnSJDqdTvXYAOC6J4/FTzbPnz9PAGzfvj3ffvtt9YTe1UayZKIGgL179yYAJicnl9rm6OhoNm/eXP186NAh9e+0tLRS23XtflLauo6IiODBgwf5ww8/EABbt25Nkly/fj2BooSJpNq+4vt4ZmamOq+srCy1vnjy7Sp79uzhvHnzOHHiRLfho0ePJklGRkYSABctWlRi3Vxr27ZtBMAXX3xRHaesY4zT6SyxLTocjlJjfOXKFb7yyituwwYOHOi2PSqKoiairnK9hPDYsWN84403CIBLliwhWZQ8Hz9+nGazmRcuXHAbv/h+dvjwYfXv/fv302w2u803LS2NBQUF3Ldv33X3N9cxx1Xv7+/P2bNnlxgvNTVVjeOBAwc4d+5choaG8uGHHy5z+YofH0kyLS2t1ATy2vWzf/9+NmjQgPHx8czPzycAjhs3jmazudR1abfby1zHu3btosFgcBt2+PBhmkwmWiwWdbnPnTtHkvz8888JgImJiSXmYbFYylxWl3379qnTqqiUlBQePXqU3333HQG4HTtcFEXh1q1bb5iwGgyGcl9IrEoOh4NJSUlUFIWFhYUsKCjguHHjmJubW2Jci8XidqwnS247VamgoMCtPaWtg9OnTzMpKelWN61MkhDeOpIQVrGVK1fSy8uLH330EY8dO8YxY8bQ39+/3AfsO2lncTgctFqtPHfuHI8dO8bTp08zLS2NiYmJXLlyJZ9//nn27NmzzBPhsLCwMuuKl/r167Nz587cvn27mkCWt4SFhfHf//63+k/XdQLiOuG7USn+T/DKlSul3tVwla+++qrEsP/97383nMcLL7ygnrRcm7y0bNlS/dt1F7JDhw6cPHmyOrxbt24cMWIE33vvPc6cOZNarZatWrViQkICExIS+PTTTzM2Npaenp7qd9q1a+d2p9XFlUAAYGxsrDrugAEDCICNGzfma6+9xoULF7J79+7quF26dKGvry9DQkI4d+5cZmZmqsnl9cq7777LZ599ttS6e+65h0DRHZdTp07Rw8ODDzzwABs3buw2Xu/evblp0ya3dewqPXr0KDH9gwcPMiMjg1lZWczIyFBP6K8tKSkp3LFjBxcsWEAADAwMVOsWL17MpUuXcvXq1Zw2bRqBosSkUaNGBMCcnBz17krPnj3dYn9tefXVV3nu3Dlu2LDBbfgzzzyjLkPxO8hA0UWHixcv0m63c+PGjdy0aRMVReGJEycIgB9//DGTkpL47bffXjf+w4YN48MPP1xiuJ+fX4X2s+JPCEycOJHdu3dn7969abFYePLkSX722Wdqvbe3N4cNG1buaa9cuZL333+/ug4efPBBAmDdunXdxnv//fdpNpuZkpLC8ePHV6j9QFHyCbjvxy1atGB8fLzbeEuXLqXVamVycjKfeuqpUpele/fujIqKYmpqKh944IEy94Xvv/++1O0WgNs+XrwUH3/OnDkl6iMjI6nX65mdnc34+HjOnj2bly5dcrsD7CorVqxQ93PXnfjRo0dz/Pjx7N69e5kXaEorTz31FD09PdmuXTu34T///DP379/PGTNmqMeMpk2blvj+O++8Q6fTSZPJxMTERLc2XjtuUlISX3/9dT733HPs378/J0yYoF7oAlDijnDz5s2ZkpLCvn37qsOef/55xsbGlrgg8o9//KPE/H7//XeaTCYuWbKEgwYNYkhICBs0aMD09HR269aN06ZNo8lk4ty5c9Xv3Hfffdy0aRNXrVpFoOhCZlBQkFrfoUMH7tmzh48//jgBsH///rx48aL6dE3jxo3ZokUL7t+/n+Hh4XzmmWf45Zdf8tSpUxw5cqTbXfKgoCCmp6er+1lSUhIdDgfPnj3LDRs2cO/evTxx4gS7devGmJgYnjx5krt27VK/77qoMmnSJD755JNct24dt27dyri4OHU/a968OWNiYpiQkMD169dz/vz5XL16Ne+5554SFy7efvttLlu2jMuWLePUqVOZkJDAbt26ce/evUxJSeHZs2d58uRJLly4kPPmzWNcXBwtFot6UaVXr15cvHgxf/vtNy5dupTDhg1jv379+Pnnn3Pnzp2cM2cOhwwZwvXr1/Oll17i008/zZCQECYkJPDixYtcuHAhO3bsyIkTJzI1NZVbtmzhc889x/vvv7/EBebipU+fPhw4cCBXrVrF0aNHEyg6X5g/fz4/+eQTbt68mcHBwZw8eTIzMjL4888/8+uvv2b//v05YsQIJiYmcurUqZw4cSKnT5/OmTNnslOnTmzatCk3b97M2NhYDhs2jCtWrGBKSgovXbrEffv2cfDgwZw9ezZzcnK4b98+jhs3jh9++CHXrVvH7777jo888oi6jaSlpXHdunVcs2aN2u61a9fyueeeI1D0/yQpKYk//vgj33rrLXWcgQMHcs6cOWzTpg23bNlyS+60l+ZOOse900lCWMXuv/9+9bEel2bNmnHChAnl+n513VkURaHD4aDT6aTdbqfZbKbdblfvxBVnNBp5/Phx7tq1iydPnuTq1avZt29fNm/enP3792f79u2ZkJDA3Nxct4Tu7NmzXLlyJWfPns1p06axZ8+e6slLnz59OGjQIAJFd1N2795d6pVAq9XKN998k3379mX//v3VO26udiYnJ9PT05PLly9Xryxu27aNAwYMYGJiIr/44gvOmDGD//3vfzlixAjOnDmzxHw2btzI8ePHMzY2lgMHDuS8efPYq1cv6nQ6AqBWq6WXl5fbyYWrFE88IiIiWKNGDfVzt27d2LdvXy5fvvy6V3sPHTrEgQMHskePHup3XY/duoorMQ8NDWXbtm3Ztm1bDh06lOnp6ep08vLy+MYbb/CVV15xS+KOHj3KvLw8FhQUkCy6+t+sWTM2bNiQjz76KHfu3EmbzUa73c6vv/5a3RdWrVrFJk2aqNMJDAxUT+KvLdcmNH379uWePXuue0Lr5eVVZl2TJk144cIF5ufnuz3CWto0vvzySzUGQ4YMUetiY2PV5LK09XUri+tR3z9SyrooExMT43YBo7SSkpJCm83GdevW3fQy7Nmzx217KG87Syt9+vRhbm7uTbepXbt25Zpvly5d3D7Xr1/f7a5n8XL33XdzxYoVHDVqVJnTu/aCwY2Kr69vhcZ3PTERExNT4lH6mylxcXHlfholLCyMPj4+lTbvqiotW7Zkx44dq7wdxcu1x3cpf71y7UXwa+9i3yrV9Ry3KmhI6Ru6qtjtdvj5+eGrr77C008/rQ4fM2YMUlNTS+2kwWazuXVUYjAYULduXej1egQFBd2SdqtWrQKWL7+18xR/CgIo+Wa2m5wmCbg6ibn6d2XPo6JIwmgyQXE6odVq4R8QAK1WCw2KYuB0OuGh1aqd2xgMBlhtNlitVrXteoMB9erWRVBQEJyKAtvVepvNBpDw8fVFaEiIOk+Hw4ECqxUajQbnz59HREQEgoOCYLXZ4KPTuXV4wqvje3p6qvMjiYKrr0pwOBw4n5EBf39/eHl5ISAwEIWFhdDn50NRFNSMiIBBr4fm6jK4eiQ1m83QeXtDIeF0OqEoStGyFRTAx9cX58+fx11NmsDX1xfBISHw9vJCZmYmomrVQqHdjqCgIJjNZiiKAo1GAz9/f3h6eECr1UKv18PpdMLHx0ftgIYkCh0O+Pr4gACMBgNsNhtCw8JwITMTTkVB/Xr1YLXZkJ2djbCwMOTk5IBX2xVesybq1KkD7zI6QnJc7aRHg6KOh2x2OwIDAkAAJqMR9sJChIeH4/KlS/Dz90dAQAA0AJyKgtzcXNSoUQP6/HyYLRY4Cguh0WiKXi2h0aDQboe3TqduFxqNBja7HU6nEzarFSEhIWpvuIqi4PLly9D5+MDHxweXLl2Ch1YLP39/+Pv5IS8/HyaTCU6nEyajEZFRUfDy9ISPry8KLBaEhIbCbDbDUVgIDw8PmC0WBAUGIvfiRbV3UyoKvLy8cPnyZeTr9QgKDERoaKjacyoB2KxWWAoK4OfnB59i6yAnJwdeXl4IDQ2FzW6Hw+GAv58ftFot8vLzERgQgLz8fOjz8+Hl5QVvb++iTmw0GgQEBMD76jso/f39UWC14vjx4wgLDUV4zZrw9PCAoijQ6/Xw8fUt6uwJRR34FO9oigCcDgf0ej2Cg4Nhs9uh8/ZGgdUKby8vWAoKijpQIlFYWAijyQStRoOcnBw0aNAAPj4+sFgs8PP3h9fVZXY4ncjNzYXdZkOB1QoqCho3aQKj0Vi0/2q1CAkOBlDUwZDeYECNsDAQRT0Z5+TkIO/KFTRp0gQmsxk2mw01w8OL3rmpKAAJs8WCkOBg+Pj4IF+vh4eHBwx6PUwmE6Jr14a/v3/RcUGjgY9OB41GA6fTCavVijNnzsDX17coLjodvLy8UFhYiMzMTNSuUwcFFgtOnTqFqFq10KxpU2i1Wly+cgUFFgvOpaejWdOmIImAwED46HRQFAWZFy7Ay9MTBVYroqKikJGRgV9//RV333UX8vLy0Oyee+Dh4QGT0QithweCgoJw7uxZmEwm2O12dOrcGfr8fGi1WlhtNihOJzRaLfz9/HD27FnYbDaE1agBrUaDK3l5qBkejoCAAGivTtNgMKivWfHw8ICnlxfy8vKg8/bGpcuXi/b5wkJERkYiMDAQ2dnZCLx6fPL08IBOp4PVZgNJ2KxWhIaGQlEU6Hx8cCEzE0FBQbBfPZZptFrUDA/HpUuX4FQUUFFQUFCARo0bF70ayNNTXT++vr6wWCzIzsmB/9XXxkRERsJRWAizxQKdtzc8vbyg0WhgLShAWFgY/Pz8QADp6emwFhSgRng4NFf/P9nsdmg1GvgHBKCwsBCBgYEArp6vXX1dDa/u+06HAzabDWazGb5X9z2zxaLuswUFBQgODkZWVhaAog7YfH191eOj0WhE7dq1i/ZlEmazGZkXLiAsNBQajQaRkZEwmc3IzMyExWxGREQEfP38EBgYiPy8PBQUFEAhUWi3o3bt2tAbDPD19YWfnx+8vbxQYLXCbDKh0OFAUFAQ/P38YLPZcCUvD4EBAQgKCoLNZoPJZEJhYSFIIioqChqNBiRhMpng5+8Pi9WKwK1bS/+n+iczGAwIDg6umnPcakYSwip04cIF1K5dGykpKWoPk0BRL5SffvopTpw4UeI7U6ZMwT//+c8SwyUhFEIIIYQQlUqrBdaurZJZS0J468iL6W8D13a1z6vdgZdm4sSJiI+PVz+77hBWibi4oiKEEEIIIYS4I0lCWIXCw8Ph4eGB7Oxst+G5ubmIjIws9Ts6nU59LEsIIYQQQgghboa8mL4KeXt7495770VycrLb8OTkZLdHSIUQQgghhBDizyB3CKtYfHw8Bg0ahA4dOqBz585YsmQJ0tPTMXz48KpumhBCCCGEEOIvThLCKhYXF4fLly9j6tSpyMrKQsuWLZGUlKT25iWEEEIIIYQQfxbpZfQOJz0wCSGEEEKIvxo5x7115DeEQgghhBBCCFFNSUIohBBCCCGEENWUJIRCCCGEEEIIUU1JQiiEEEIIIYQQ1ZQkhEIIIYQQQghRTUlCKIQQQgghhBDVlLyH8A7nemuIwWCo4pYIIYQQQghROVzntvKGvD+fJIR3OKPRCACoW7duFbdECCGEEEKIymU0GhEcHFzVzfhLkxfT3+EURcGFCxcQGBgIjUZT1c2pMIPBgLp16yIjI0NeOnoTJI6VQ+JYeSSWlUPiWDkkjpVHYlk5JI43RhJGoxHR0dHQauVXbn8muUN4h9NqtahTp05VN+OmBQUFyQGxEkgcK4fEsfJILCuHxLFySBwrj8Syckgcr0/uDN4akm4LIYQQQgghRDUlCaEQQgghhBBCVFOSEIoqpdPpMHnyZOh0uqpuyh1N4lg5JI6VR2JZOSSOlUPiWHkklpVD4ihuJ9KpjBBCCCGEEEJUU3KHUAghhBBCCCGqKUkIhRBCCCGEEKKakoRQCCGEEEIIIaopSQiFEEIIIYQQopqShFD86Xbu3IknnngC0dHR0Gg0WLt2rVs9SUyZMgXR0dHw9fVFt27dcPTo0app7G1sxowZuO+++xAYGIiIiAg89dRTOHHihNs4EsvyWbRoEVq3bq2+ELhz587YtGmTWi9x/GNmzJgBjUaDsWPHqsMkljc2ZcoUaDQatxIVFaXWSwwrJjMzEwMHDkSNGjXg5+eHtm3b4tChQ2q9xPPGGjRoUGKb1Gg0GDlyJACJYXk5HA4kJCSgYcOG8PX1RaNGjTB16lQoiqKOI7EUtwNJCMWfzmw2o02bNli4cGGp9bNmzcKcOXOwcOFCHDhwAFFRUejRoweMRuMtbuntbceOHRg5ciT27t2L5ORkOBwOPPbYYzCbzeo4EsvyqVOnDmbOnImDBw/i4MGDeOSRR/Dkk0+q/4QljhV34MABLFmyBK1bt3YbLrEsnxYtWiArK0stR44cUeskhuWXl5eHLl26wMvLC5s2bcKxY8cwe/ZshISEqONIPG/swIEDbttjcnIyAKBfv34AJIbl9d5772Hx4sVYuHAhjh8/jlmzZuH999/HBx98oI4jsRS3BQpxCwHgN998o35WFIVRUVGcOXOmOsxqtTI4OJiLFy+ughbeOXJzcwmAO3bsICmxvFmhoaH8+OOPJY5/gNFo5F133cXk5GQ+9NBDHDNmDEnZJstr8uTJbNOmTal1EsOKGT9+PLt27VpmvcTzjxkzZgwbN25MRVEkhhXQq1cvDh061G1Y3759OXDgQJKyPYrbh9whFFXqzJkzyM7OxmOPPaYO0+l0eOihh7Bnz54qbNntT6/XAwDCwsIASCz/KKfTiZUrV8JsNqNz584Sxz9g5MiR6NWrFx599FG34RLL8jt16hSio6PRsGFD9O/fH6dPnwYgMayo9evXo0OHDujXrx8iIiLQrl07fPTRR2q9xLPi7HY7EhMTMXToUGg0GolhBXTt2hXff/89Tp48CQD4+eefsXv3bvztb38DINujuH14VnUDRPWWnZ0NAIiMjHQbHhkZiXPnzlVFk+4IJBEfH4+uXbuiZcuWACSWFXXkyBF07twZVqsVAQEB+Oabb9C8eXP1n7DEsXxWrlyJn376CQcOHChRJ9tk+XTs2BGfffYZ7r77buTk5GDatGmIiYnB0aNHJYYVdPr0aSxatAjx8fGYNGkS9u/fj9deew06nQ6DBw+WeP4Ba9euRX5+Pl544QUAsl9XxPjx46HX69GsWTN4eHjA6XRi+vTpGDBgAACJpbh9SEIobgsajcbtM8kSw8T/GzVqFNLS0rB79+4SdRLL8mnatClSU1ORn5+P1atXY8iQIdixY4daL3G8sYyMDIwZMwZbtmyBj49PmeNJLK8vNjZW/btVq1bo3LkzGjdujE8//RSdOnUCIDEsL0VR0KFDB7z77rsAgHbt2uHo0aNYtGgRBg8erI4n8Sy/Tz75BLGxsYiOjnYbLjG8sVWrViExMRErVqxAixYtkJqairFjxyI6OhpDhgxRx5NYiqomj4yKKuXqSc91lcwlNze3xBUzUWT06NFYv349tm/fjjp16qjDJZYV4+3tjSZNmqBDhw6YMWMG2rRpg/nz50scK+DQoUPIzc3FvffeC09PT3h6emLHjh1YsGABPD091XhJLCvG398frVq1wqlTp2R7rKBatWqhefPmbsPuuecepKenA5DjZEWdO3cOW7duxcsvv6wOkxiW35tvvokJEyagf//+aNWqFQYNGoTXX38dM2bMACCxFLcPSQhFlWrYsCGioqLUHsyAot8r7NixAzExMVXYstsPSYwaNQpr1qzBtm3b0LBhQ7d6ieXNIQmbzSZxrIDu3bvjyJEjSE1NVUuHDh3w/PPPIzU1FY0aNZJY/gE2mw3Hjx9HrVq1ZHusoC5dupR4Hc/JkydRv359AHKcrKhly5YhIiICvXr1UodJDMvPYrFAq3U/1fbw8FBfOyGxFLeNKurMRlQjRqORhw8f5uHDhwmAc+bM4eHDh3nu3DmS5MyZMxkcHMw1a9bwyJEjHDBgAGvVqkWDwVDFLb+9vPrqqwwODuYPP/zArKwstVgsFnUciWX5TJw4kTt37uSZM2eYlpbGSZMmUavVcsuWLSQljjejeC+jpMSyPN544w3+8MMPPH36NPfu3cvevXszMDCQZ8+eJSkxrIj9+/fT09OT06dP56lTp7h8+XL6+fkxMTFRHUfiWT5Op5P16tXj+PHjS9RJDMtnyJAhrF27Njdu3MgzZ85wzZo1DA8P57hx49RxJJbidiAJofjTbd++nQBKlCFDhpAs6nZ58uTJjIqKok6n44MPPsgjR45UbaNvQ6XFEACXLVumjiOxLJ+hQ4eyfv369Pb2Zs2aNdm9e3c1GSQljjfj2oRQYnljcXFxrFWrFr28vBgdHc2+ffvy6NGjar3EsGI2bNjAli1bUqfTsVmzZlyyZIlbvcSzfDZv3kwAPHHiRIk6iWH5GAwGjhkzhvXq1aOPjw8bNWrEt956izabTR1HYiluBxqSrJJbk0IIIYQQQgghqpT8hlAIIYQQQgghqilJCIUQQgghhBCimpKEUAghhBBCCCGqKUkIhRBCCCGEEKKakoRQCCGEEEIIIaopSQiFEEIIIYQQopqShFAIIYQQQgghqilJCIUQQgghhBCimpKEUAghhBBCCCGqKUkIhRBCCCGEEKKakoRQCCGEEEIIIaopSQiFEEIIIYQQopqShFAIIYQQQgghqilJCIUQQgghhBCimpKEUAghhBBCCCGqKUkIhRBCCCGEEKKakoRQCCGEEEIIIaopSQiFEEIIIYQQopqShFAIIYQQQgghqilJCIUQQgghhBCimpKEUAghhBBCCCGqKUkIhRBCCCGEEKKa+j/INVcuiq0OEAAAAABJRU5ErkJggg==", + "text/html": [ + "\n", + "
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\n", + " " + ], + "text/plain": [ + "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "uc = ex.GetSolutions()[0][0].DirectUnitCell()\n", "c = pyobjcryst.crystal.Crystal(uc[0], uc[1], uc[2], uc[3], uc[4], uc[5], \"P1\")\n", @@ -135,9 +249,47 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 5, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "No background, adding one automatically\n", + "Selected PowderPatternDiffraction: with Crystal: \n", + "Profile fitting finished.\n", + "Remember to use SetExtractionMode(False) on the PowderPatternDiffraction object\n", + "to disable profile fitting and optimise the structure.\n", + "Fit result: Rw= 5.51% Chi2= 34095.69 GoF= 4.43 LLK= 6397.991\n" + ] + }, + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "50cd64fe049f4d809cb72a8d8d2c0d72", + "version_major": 2, + "version_minor": 0 + }, + "image/png": 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", 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6.58 [ 96 reflections, extinct446= 15]\n", + "P 1 2 1 nGoF= 1.8392 GoF= 14.458 Rw= 6.69 [105 reflections, extinct446= 0]\n", + "P 1 m 1 nGoF= 1.8392 GoF= 14.458 Rw= 6.69 [105 reflections, extinct446= 0]\n", + "P 1 2/m 1 nGoF= 1.8392 GoF= 14.458 Rw= 6.69 [105 reflections, extinct446= 0]\n", + "P 1 nGoF= 3.2428 GoF= 14.982 Rw= 6.80 [186 reflections, extinct446= 0]\n", + "P -1 nGoF= 3.2428 GoF= 14.982 Rw= 6.80 [186 reflections, extinct446= 0]\n", + "P 1 21/n 1 nGoF= 5.4155 GoF= 26.697 Rw= 9.11 [ 92 reflections, extinct446= 19]\n", + "P 1 n 1 nGoF= 5.7672 GoF= 27.063 Rw= 9.17 [ 96 reflections, extinct446= 17]\n", + "P 1 2/n 1 nGoF= 5.7672 GoF= 27.063 Rw= 9.17 [ 96 reflections, extinct446= 17]\n", + "Chosen spacegroup (smallest nGoF): P 1 21/c 1\n", + " (# 1) P 1 : Rwp= 6.80% GoF= 14.98 nGoF= 3.24 (186 reflections, 0 extinct)\n", + " (# 2) P -1 : Rwp= 6.80% GoF= 14.98 nGoF= 3.24 (186 reflections, 0 extinct) [same extinctions as:P 1]\n", + " (# 3) P 1 2 1 : Rwp= 6.69% GoF= 14.46 nGoF= 1.84 (105 reflections, 0 extinct)\n", + " (# 4) P 1 21 1 : Rwp= 6.61% GoF= 14.11 nGoF= 1.65 (101 reflections, 2 extinct)\n", + " (# 5) C 1 2 1 : Rwp= 62.70% GoF= 1246.13 nGoF= 311.68 ( 52 reflections, 84 extinct)\n", + " (# 5) A 1 2 1 : Rwp= 62.83% GoF= 1253.74 nGoF= 313.87 ( 53 reflections, 85 extinct)\n", + " (# 5) I 1 2 1 : Rwp= 60.91% GoF= 1196.43 nGoF= 246.94 ( 52 reflections, 87 extinct)\n", + " (# 6) P 1 m 1 : Rwp= 6.69% GoF= 14.46 nGoF= 1.84 (105 reflections, 0 extinct) [same extinctions as:P 1 2 1]\n", + " (# 7) P 1 c 1 : Rwp= 6.58% GoF= 13.92 nGoF= 1.66 ( 96 reflections, 15 extinct)\n", + " (# 7) P 1 n 1 : Rwp= 9.17% GoF= 27.06 nGoF= 5.77 ( 96 reflections, 17 extinct)\n", + " (# 7) P 1 a 1 : Rwp= 9.26% GoF= 27.58 nGoF= 5.97 ( 97 reflections, 14 extinct)\n", + " (# 8) C 1 m 1 : Rwp= 62.70% GoF= 1246.13 nGoF= 311.68 ( 52 reflections, 84 extinct) [same extinctions as:C 1 2 1]\n", + " (# 8) A 1 m 1 : Rwp= 62.83% GoF= 1253.74 nGoF= 313.87 ( 53 reflections, 85 extinct) [same extinctions as:A 1 2 1]\n", + " (# 8) I 1 m 1 : Rwp= 60.91% GoF= 1196.43 nGoF= 246.94 ( 52 reflections, 87 extinct) [same extinctions as:I 1 2 1]\n", + " (# 9) C 1 c 1 : Rwp= 62.51% GoF= 1236.15 nGoF= 280.76 ( 47 reflections, 93 extinct)\n", + " (# 9) A 1 n 1 : Rwp= 62.99% GoF= 1258.62 nGoF= 291.60 ( 49 reflections, 93 extinct)\n", + " (# 9) I 1 a 1 : Rwp= 59.00% GoF= 1120.91 nGoF= 221.05 ( 48 reflections, 93 extinct)\n", + " (# 9) A 1 a 1 : Rwp= 62.99% GoF= 1258.62 nGoF= 291.60 ( 49 reflections, 93 extinct) [same extinctions as:A 1 n 1]\n", + " (# 9) C 1 n 1 : Rwp= 62.51% GoF= 1236.15 nGoF= 280.76 ( 47 reflections, 93 extinct) [same extinctions as:C 1 c 1]\n", + " (# 9) I 1 c 1 : Rwp= 59.00% GoF= 1120.91 nGoF= 221.05 ( 48 reflections, 93 extinct) [same extinctions as:I 1 a 1]\n", + " (# 10) P 1 2/m 1 : Rwp= 6.69% GoF= 14.46 nGoF= 1.84 (105 reflections, 0 extinct) [same extinctions as:P 1 2 1]\n", + " (# 11) P 1 21/m 1 : Rwp= 6.61% GoF= 14.11 nGoF= 1.65 (101 reflections, 2 extinct) [same extinctions as:P 1 21 1]\n", + " (# 12) C 1 2/m 1 : Rwp= 62.70% GoF= 1246.13 nGoF= 311.68 ( 52 reflections, 84 extinct) [same extinctions as:C 1 2 1]\n", + " (# 12) A 1 2/m 1 : Rwp= 62.83% GoF= 1253.74 nGoF= 313.87 ( 53 reflections, 85 extinct) [same extinctions as:A 1 2 1]\n", + " (# 12) I 1 2/m 1 : Rwp= 60.91% GoF= 1196.43 nGoF= 246.94 ( 52 reflections, 87 extinct) [same extinctions as:I 1 2 1]\n", + " (# 13) P 1 2/c 1 : Rwp= 6.58% GoF= 13.92 nGoF= 1.66 ( 96 reflections, 15 extinct) [same extinctions as:P 1 c 1]\n", + " (# 13) P 1 2/n 1 : Rwp= 9.17% GoF= 27.06 nGoF= 5.77 ( 96 reflections, 17 extinct) [same extinctions as:P 1 n 1]\n", + " (# 13) P 1 2/a 1 : Rwp= 9.26% GoF= 27.58 nGoF= 5.97 ( 97 reflections, 14 extinct) [same extinctions as:P 1 a 1]\n", + " (# 14) P 1 21/c 1 : Rwp= 6.50% GoF= 13.58 nGoF= 1.49 ( 92 reflections, 17 extinct)\n", + " (# 14) P 1 21/n 1 : Rwp= 9.11% GoF= 26.70 nGoF= 5.42 ( 92 reflections, 19 extinct)\n", + " (# 14) P 1 21/a 1 : Rwp= 9.20% GoF= 27.22 nGoF= 5.61 ( 93 reflections, 16 extinct)\n", + " (# 15) C 1 2/c 1 : Rwp= 62.51% GoF= 1236.15 nGoF= 280.76 ( 47 reflections, 93 extinct) [same extinctions as:C 1 c 1]\n", + " (# 15) A 1 2/n 1 : Rwp= 62.99% GoF= 1258.62 nGoF= 291.60 ( 49 reflections, 93 extinct) [same extinctions as:A 1 n 1]\n", + " (# 15) I 1 2/a 1 : Rwp= 59.00% GoF= 1120.91 nGoF= 221.05 ( 48 reflections, 93 extinct) [same extinctions as:I 1 a 1]\n", + " (# 15) A 1 2/a 1 : Rwp= 62.99% GoF= 1258.62 nGoF= 291.60 ( 49 reflections, 93 extinct) [same extinctions as:A 1 n 1]\n", + " (# 15) C 1 2/n 1 : Rwp= 62.51% GoF= 1236.15 nGoF= 280.76 ( 47 reflections, 93 extinct) [same extinctions as:C 1 c 1]\n", + " (# 15) I 1 2/c 1 : Rwp= 59.00% GoF= 1120.91 nGoF= 221.05 ( 48 reflections, 93 extinct) [same extinctions as:I 1 a 1]\n", + "Restoring best spacegroup: P 1 21/c 1\n" + ] + }, + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "21c878098773470195010edfce00adfd", + "version_major": 2, + "version_minor": 0 + 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", + "text/html": [ + "\n", + "
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And faster !\n", "spgex = SpaceGroupExplorer(pdiff)\n", @@ -205,15 +442,34 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 7, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Crystal Formula: C8.9 N6 S\n", + "\n", + "Option #0: Constrain Lattice to SpaceGroup Symmetry = Yes (Default)\n", + " Choice 0: Yes (Default)\n", + " Choice 1: No (Allow Crystallographic Pseudo-Symmetry)\n", + "Option #1: Use Dynamical Occupancy Correction = Yes\n", + " Choice 0: No\n", + " Choice 1: Yes\n", + "Option #2: Display Enantiomer = No\n", + " Choice 0: No\n", + " Choice 1: Yes\n" + ] + } + ], "source": [ - "if not os.path.exists(\"cime.fhz\"):\n", - " os.system(\"curl -O https://raw.githubusercontent.com/vincefn/objcryst/master/Fox/example/tutorial-cimetidine/cime.fhz\")\n", + "fhz_path = os.path.join(data_dir, \"cime.fhz\")\n", + "if not os.path.exists(fhz_path):\n", + " os.system(\"curl -o {} https://raw.githubusercontent.com/vincefn/objcryst/master/Fox/example/tutorial-cimetidine/cime.fhz\".format(fhz_path))\n", "\n", "# This will automatically add the Molecule to the Crystal object\n", - "m = ImportFenskeHallZMatrix(c,\"cime.fhz\")\n", + "m = ImportFenskeHallZMatrix(c, fhz_path)\n", "print(\"Crystal Formula:\", c.GetFormula())\n", "print()\n", "\n", @@ -237,7 +493,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 8, "metadata": {}, "outputs": [], "source": [ @@ -258,9 +514,35 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 9, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "dacde98db6db4e379d718cddce98635b", + "version_major": 2, + "version_minor": 0 + }, + "image/png": 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3Dmol.js failed to load for some reason. Please check your browser console for error messages.

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\", mc.GetOption(\"Automatic Least Squares Refinement\").GetChoiceName(2))\n", @@ -338,9 +810,20 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 12, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " 0: LLK= 20931.00, name=Best Configuration\n", + " 1: LLK= 20931.00, name=Run #3\n", + " 2: LLK= 21043.00, name=Run #2\n", + " 3: LLK= 68733.00, name=Run #1\n" + ] + } + ], "source": [ "for i in range(mc.GetNbParamSet()):\n", " idx = mc.GetParamSetIndex(i)\n", @@ -359,9 +842,35 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 13, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "aefdaeade528477994aa6f69f9771faf", + "version_major": 2, + "version_minor": 0 + }, + "image/png": 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"stderr", + "output_type": "stream", + "text": [ + " % Total % Received % Xferd Average Speed Time Time Time Current\n", + " Dload Upload Total Spent Left Speed\n", + " 0 0 0 0 0 0 0 0 --:--:-- --:--:-- --:--:-- 0" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Radiation: X-Ray,Wavelength= tube: Cu, Alpha1/Alpha2= 0.5Imported powder pattern: 6001 points, 2theta= 10.000 -> 160.000, step= 0.025\n", + "\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "100 48688 100 48688 0 0 163k 0 --:--:-- --:--:-- --:--:-- 163k\n" + ] + }, + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "64f3e219741847358162b2cc58b8d956", + "version_major": 2, + "version_minor": 0 + }, + "image/png": 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", + "text/html": [ + "\n", + "
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-89,9 +143,61 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 3, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Peak dobs=0.23410+/-0.00049 iobs=5.631088e+04 (? ? ?))\n", + "Peak dobs=0.26180+/-0.00049 iobs=3.661422e+04 (? ? ?))\n", + "Peak dobs=0.27573+/-0.00048 iobs=1.369719e+04 (? ? ?))\n", + "Peak dobs=0.28690+/-0.00041 iobs=2.120413e+04 (? ? ?))\n", + "Peak dobs=0.29939+/-0.00048 iobs=5.965503e+04 (? ? ?))\n", + "Peak dobs=0.31016+/-0.00048 iobs=4.475041e+04 (? ? ?))\n", + "Peak dobs=0.33210+/-0.00048 iobs=6.886522e+04 (? ? ?))\n", + "Peak dobs=0.36110+/-0.00048 iobs=2.483898e+04 (? ? ?))\n", + "Peak dobs=0.36997+/-0.00047 iobs=3.424055e+04 (? ? ?))\n", + "Peak dobs=0.38119+/-0.00047 iobs=6.008678e+03 (? ? ?))\n", + "Peak dobs=0.41488+/-0.00047 iobs=1.116247e+04 (? ? ?))\n", + "Peak dobs=0.43867+/-0.00047 iobs=1.291596e+04 (? ? ?))\n", + "Peak dobs=0.44637+/-0.00047 iobs=3.054905e+03 (? ? ?))\n", + "Peak dobs=0.45514+/-0.00046 iobs=3.965780e+03 (? ? ?))\n", + "Peak dobs=0.46161+/-0.00046 iobs=1.755345e+04 (? ? ?))\n", + "Peak dobs=0.46832+/-0.00046 iobs=3.017849e+03 (? ? ?))\n", + "Peak dobs=0.48313+/-0.00053 iobs=5.114404e+04 (? ? ?))\n", + "Peak dobs=0.49213+/-0.00052 iobs=3.115425e+04 (? ? ?))\n", + "Peak dobs=0.50613+/-0.00046 iobs=1.278484e+04 (? ? ?))\n", + "Peak dobs=0.53141+/-0.00045 iobs=3.895334e+03 (? ? ?))\n", + "Predicting volumes from 20 peaks between d=42.716 and d= 1.882\n", + "\n", + "Starting indexing using 20 peaks\n", + " CUBIC P : V= 407 -> 4545 A^3, max length= 49.70A\n", + " -> 0 sols in 0.00s, best score= 0.0\n", + "\n", + " TETRAGONAL P : V= 151 -> 1089 A^3, max length= 30.86A\n", + " -> 0 sols in 0.00s, best score= 0.0\n", + "\n", + "RHOMBOEDRAL P : V= 167 -> 1143 A^3, max length= 31.36A\n", + " -> 0 sols in 0.00s, best score= 0.0\n", + "\n", + " HEXAGONAL P : V= 206 -> 1507 A^3, max length= 34.39A\n", + " -> 0 sols in 0.01s, best score= 0.0\n", + "\n", + "ORTHOROMBIC P : V= 88 -> 565 A^3, max length= 25.00A\n", + " -> 1 sols in 0.01s, best score= 57.5\n", + "\n", + " MONOCLINIC P : V= 65 -> 364 A^3, max length= 25.00A\n", + " -> 3 sols in 0.06s, best score= 56.5\n", + "\n", + "Solutions:\n", + "( 5.40 6.97 8.49 90.0 90.0 90.0 V= 320 ORTHOROMBIC P, 63.80767059326172)\n", + "( 5.40 8.49 6.97 90.0 90.0 90.0 V= 320 MONOCLINIC P, 61.222660064697266)\n", + "( 6.97 5.40 8.49 90.0 90.0 90.0 V= 320 MONOCLINIC P, 57.77278137207031)\n" + ] + } + ], "source": [ "# Index\n", "pl = px.FindPeaks(1.5, -1, 1000)\n", @@ -116,9 +222,35 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 4, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "4da1ec408be44e57808539ecce14d1af", + "version_major": 2, + "version_minor": 0 + }, + "image/png": 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", + "text/html": [ + "\n", + "
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\n", + " " + ], + "text/plain": [ + "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "uc = ex.GetSolutions()[0][0].DirectUnitCell()\n", "c = pyobjcryst.crystal.Crystal(uc[0], uc[1], uc[2], uc[3], uc[4], uc[5], \"P1\")\n", @@ -140,9 +272,47 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 5, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "No background, adding one automatically\n", + "Selected PowderPatternDiffraction: with Crystal: \n", + "Profile fitting finished.\n", + "Remember to use SetExtractionMode(False) on the PowderPatternDiffraction object\n", + "to disable profile fitting and optimise the structure.\n", + "Fit result: Rw= 7.91% Chi2= 7415.97 GoF= 1.24 LLK= 1116.695\n" + ] + }, + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "91bea8d3a61d4805b7c6d1dca5ed6825", + "version_major": 2, + "version_minor": 0 + }, + "image/png": 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", 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[ 58 reflections, extinct446= 12]\n", + "P m m n :2 nGoF= 0.7431 GoF= 7.453 Rw=10.69 [ 58 reflections, extinct446= 12]\n", + "P 21 21 2 nGoF= 0.7575 GoF= 7.435 Rw=10.67 [ 62 reflections, extinct446= 4]\n", + "P 21 21 21 nGoF= 0.7727 GoF= 6.459 Rw= 9.95 [ 59 reflections, extinct446= 7]\n", + "P 21 2 2 nGoF= 0.7771 GoF= 7.129 Rw=10.44 [ 64 reflections, extinct446= 2]\n", + "P m c 21 nGoF= 0.7777 GoF= 7.476 Rw=10.70 [ 57 reflections, extinct446= 15]\n", + "P 2 c m nGoF= 0.7777 GoF= 7.476 Rw=10.70 [ 57 reflections, extinct446= 15]\n", + "P m c m nGoF= 0.7777 GoF= 7.476 Rw=10.70 [ 57 reflections, extinct446= 15]\n", + "P 2 21 2 nGoF= 0.8000 GoF= 7.497 Rw=10.71 [ 64 reflections, extinct446= 2]\n", + "P 2 21 21 nGoF= 0.8162 GoF= 6.520 Rw= 9.99 [ 61 reflections, extinct446= 5]\n", + "P 21 2 21 nGoF= 0.8201 GoF= 7.462 Rw=10.69 [ 61 reflections, extinct446= 5]\n", + "P 2 2 2 nGoF= 0.8202 GoF= 7.192 Rw=10.48 [ 66 reflections, extinct446= 0]\n", + "P m m 2 nGoF= 0.8202 GoF= 7.192 Rw=10.48 [ 66 reflections, extinct446= 0]\n", + "P 2 m m nGoF= 0.8202 GoF= 7.192 Rw=10.48 [ 66 reflections, extinct446= 0]\n", + "P m 2 m nGoF= 0.8202 GoF= 7.192 Rw=10.48 [ 66 reflections, extinct446= 0]\n", + "P m m m nGoF= 0.8202 GoF= 7.192 Rw=10.48 [ 66 reflections, extinct446= 0]\n", + "P 2 2 21 nGoF= 0.8650 GoF= 7.526 Rw=10.73 [ 63 reflections, extinct446= 3]\n", + "P 1 1 n nGoF= 0.9768 GoF= 6.931 Rw=10.26 [ 84 reflections, extinct446= 12]\n", + "P 1 1 2/n nGoF= 0.9768 GoF= 6.931 Rw=10.26 [ 84 reflections, extinct446= 12]\n", + "P 1 1 21/n nGoF= 1.0128 GoF= 5.934 Rw= 9.50 [ 81 reflections, extinct446= 15]\n", + "P 1 21/c 1 nGoF= 1.0460 GoF= 6.099 Rw= 9.62 [ 82 reflections, extinct446= 17]\n", + "P 1 1 2 nGoF= 1.0782 GoF= 6.667 Rw=10.04 [ 96 reflections, extinct446= 0]\n", + "P 1 1 m nGoF= 1.0782 GoF= 6.667 Rw=10.04 [ 96 reflections, extinct446= 0]\n", + "P 1 1 2/m nGoF= 1.0782 GoF= 6.667 Rw=10.04 [ 96 reflections, extinct446= 0]\n", + "P 1 c 1 nGoF= 1.0998 GoF= 7.112 Rw=10.38 [ 84 reflections, extinct446= 15]\n", + "P 1 2/c 1 nGoF= 1.0998 GoF= 7.112 Rw=10.38 [ 84 reflections, extinct446= 15]\n", + "P 1 21 1 nGoF= 1.1596 GoF= 7.159 Rw=10.40 [ 97 reflections, extinct446= 2]\n", + "P 1 21/m 1 nGoF= 1.1596 GoF= 7.159 Rw=10.40 [ 97 reflections, extinct446= 2]\n", + "P 1 1 21 nGoF= 1.1633 GoF= 6.993 Rw=10.29 [ 93 reflections, extinct446= 3]\n", + "P 1 1 21/m nGoF= 1.1633 GoF= 6.993 Rw=10.29 [ 93 reflections, extinct446= 3]\n", + "P 1 2 1 nGoF= 1.1767 GoF= 6.850 Rw=10.16 [ 99 reflections, extinct446= 0]\n", + "P 1 m 1 nGoF= 1.1767 GoF= 6.850 Rw=10.16 [ 99 reflections, extinct446= 0]\n", + "P 1 2/m 1 nGoF= 1.1767 GoF= 6.850 Rw=10.16 [ 99 reflections, extinct446= 0]\n", + "P 21 1 1 nGoF= 1.1896 GoF= 7.025 Rw=10.31 [ 99 reflections, extinct446= 2]\n", + "P 21/m 1 1 nGoF= 1.1896 GoF= 7.025 Rw=10.31 [ 99 reflections, extinct446= 2]\n", + "P 2 1 1 nGoF= 1.2487 GoF= 7.121 Rw=10.37 [101 reflections, extinct446= 0]\n", + "P m 1 1 nGoF= 1.2487 GoF= 7.121 Rw=10.37 [101 reflections, extinct446= 0]\n", + "P 2/m 1 1 nGoF= 1.2487 GoF= 7.121 Rw=10.37 [101 reflections, extinct446= 0]\n", + "P -1 nGoF= 1.7960 GoF= 6.503 Rw= 9.82 [164 reflections, extinct446= 0]\n", + "P 1 nGoF= 1.7960 GoF= 6.503 Rw= 9.82 [164 reflections, extinct446= 0]\n", + "Chosen spacegroup (smallest nGoF): P m c n\n", + " (# 1) P 1 : Rwp= 9.82% GoF= 6.50 nGoF= 1.80 (164 reflections, 0 extinct)\n", + " (# 2) P -1 : Rwp= 9.82% GoF= 6.50 nGoF= 1.80 (164 reflections, 0 extinct) [same extinctions as:P 1]\n", + " (# 3) P 1 2 1 : Rwp= 10.16% GoF= 6.85 nGoF= 1.18 ( 99 reflections, 0 extinct)\n", + " (# 3) P 1 1 2 : Rwp= 10.04% GoF= 6.67 nGoF= 1.08 ( 96 reflections, 0 extinct)\n", + " (# 3) P 2 1 1 : Rwp= 10.37% GoF= 7.12 nGoF= 1.25 (101 reflections, 0 extinct)\n", + " (# 4) P 1 21 1 : Rwp= 10.40% GoF= 7.16 nGoF= 1.16 ( 97 reflections, 2 extinct)\n", + " (# 4) P 1 1 21 : Rwp= 10.29% GoF= 6.99 nGoF= 1.16 ( 93 reflections, 3 extinct)\n", + " (# 4) P 21 1 1 : Rwp= 10.31% GoF= 7.03 nGoF= 1.19 ( 99 reflections, 2 extinct)\n", + " (# 5) C 1 2 1 : Rwp= 67.21% GoF= 303.80 nGoF= 73.57 ( 47 reflections, 84 extinct)\n", + " (# 5) A 1 2 1 : Rwp= 84.58% GoF= 475.12 nGoF= 131.08 ( 49 reflections, 85 extinct)\n", + " (# 5) I 1 2 1 : Rwp= 72.33% GoF= 338.02 nGoF= 95.93 ( 48 reflections, 87 extinct)\n", + " (# 5) A 1 1 2 : Rwp= 84.41% GoF= 472.15 nGoF= 125.00 ( 47 reflections, 85 extinct)\n", + " (# 5) B 1 1 2 : Rwp= 71.09% GoF= 327.08 nGoF= 90.41 ( 48 reflections, 85 extinct)\n", + " (# 5) I 1 1 2 : Rwp= 72.10% GoF= 335.86 nGoF= 91.74 ( 46 reflections, 87 extinct)\n", + " (# 5) B 2 1 1 : Rwp= 71.03% GoF= 325.79 nGoF= 94.20 ( 50 reflections, 85 extinct)\n", + " (# 5) C 2 1 1 : Rwp= 67.37% GoF= 305.42 nGoF= 75.30 ( 48 reflections, 84 extinct)\n", + " (# 5) I 2 1 1 : Rwp= 72.35% GoF= 338.01 nGoF= 97.98 ( 49 reflections, 87 extinct)\n", + " (# 6) P 1 m 1 : Rwp= 10.16% GoF= 6.85 nGoF= 1.18 ( 99 reflections, 0 extinct) [same extinctions as:P 1 2 1]\n", + " (# 6) P 1 1 m : Rwp= 10.04% GoF= 6.67 nGoF= 1.08 ( 96 reflections, 0 extinct) [same extinctions as:P 1 1 2]\n", + " (# 6) P m 1 1 : Rwp= 10.37% GoF= 7.12 nGoF= 1.25 (101 reflections, 0 extinct) [same extinctions as:P 2 1 1]\n", + " (# 7) P 1 c 1 : Rwp= 10.38% GoF= 7.11 nGoF= 1.10 ( 84 reflections, 15 extinct)\n", + " (# 7) P 1 n 1 : Rwp= 38.27% GoF= 96.35 nGoF= 46.21 ( 84 reflections, 17 extinct)\n", + " (# 7) P 1 a 1 : Rwp= 43.45% GoF= 124.43 nGoF= 51.91 ( 83 reflections, 14 extinct)\n", + " (# 7) P 1 1 a : Rwp= 33.13% GoF= 72.23 nGoF= 27.48 ( 84 reflections, 10 extinct)\n", + " (# 7) P 1 1 n : Rwp= 10.26% GoF= 6.93 nGoF= 0.98 ( 84 reflections, 12 extinct)\n", + " (# 7) P 1 1 b : Rwp= 33.20% GoF= 72.53 nGoF= 27.49 ( 84 reflections, 10 extinct)\n", + " (# 7) P b 1 1 : Rwp= 33.53% GoF= 73.78 nGoF= 25.85 ( 83 reflections, 14 extinct)\n", + " (# 7) P n 1 1 : Rwp= 33.67% GoF= 74.39 nGoF= 33.08 ( 84 reflections, 17 extinct)\n", + " (# 7) P c 1 1 : Rwp= 38.44% GoF= 96.88 nGoF= 39.45 ( 82 reflections, 15 extinct)\n", + " (# 8) C 1 m 1 : Rwp= 67.21% GoF= 303.80 nGoF= 73.57 ( 47 reflections, 84 extinct) [same extinctions as:C 1 2 1]\n", + " (# 8) A 1 m 1 : Rwp= 84.58% GoF= 475.12 nGoF= 131.08 ( 49 reflections, 85 extinct) [same extinctions as:A 1 2 1]\n", + " (# 8) I 1 m 1 : Rwp= 72.33% GoF= 338.02 nGoF= 95.93 ( 48 reflections, 87 extinct) [same extinctions as:I 1 2 1]\n", + " (# 8) A 1 1 m : Rwp= 84.41% GoF= 472.15 nGoF= 125.00 ( 47 reflections, 85 extinct) [same extinctions as:A 1 1 2]\n", + " (# 8) B 1 1 m : Rwp= 71.09% GoF= 327.08 nGoF= 90.41 ( 48 reflections, 85 extinct) [same extinctions as:B 1 1 2]\n", + " (# 8) I 1 1 m : Rwp= 72.10% GoF= 335.86 nGoF= 91.74 ( 46 reflections, 87 extinct) [same extinctions as:I 1 1 2]\n", + " (# 8) B m 1 1 : Rwp= 71.03% GoF= 325.79 nGoF= 94.20 ( 50 reflections, 85 extinct) [same extinctions as:B 2 1 1]\n", + " (# 8) C m 1 1 : Rwp= 67.37% GoF= 305.42 nGoF= 75.30 ( 48 reflections, 84 extinct) [same extinctions as:C 2 1 1]\n", + " (# 8) I m 1 1 : Rwp= 72.35% GoF= 338.01 nGoF= 97.98 ( 49 reflections, 87 extinct) [same extinctions as:I 2 1 1]\n", + " (# 9) C 1 c 1 : Rwp= 64.29% GoF= 276.98 nGoF= 60.10 ( 40 reflections, 93 extinct)\n", + " (# 9) A 1 n 1 : Rwp= 85.31% GoF= 481.19 nGoF= 113.30 ( 41 reflections, 93 extinct)\n", + " (# 9) I 1 a 1 : Rwp= 72.32% GoF= 338.70 nGoF= 79.93 ( 40 reflections, 93 extinct)\n", + " (# 9) A 1 a 1 : Rwp= 85.31% GoF= 481.19 nGoF= 113.30 ( 41 reflections, 93 extinct) [same extinctions as:A 1 n 1]\n", + " (# 9) C 1 n 1 : Rwp= 64.29% GoF= 276.98 nGoF= 60.10 ( 40 reflections, 93 extinct) [same extinctions as:C 1 c 1]\n", + " (# 9) I 1 c 1 : Rwp= 72.32% GoF= 338.70 nGoF= 79.93 ( 40 reflections, 93 extinct) [same extinctions as:I 1 a 1]\n", + " (# 9) A 1 1 a : Rwp= 62.66% GoF= 259.44 nGoF= 61.15 ( 41 reflections, 91 extinct)\n", + " (# 9) B 1 1 n : Rwp= 71.10% GoF= 326.28 nGoF= 79.15 ( 42 reflections, 91 extinct)\n", + " (# 9) I 1 1 b : Rwp= 73.15% GoF= 344.60 nGoF= 81.97 ( 40 reflections, 91 extinct)\n", + " (# 9) B 1 1 b : Rwp= 71.10% GoF= 326.28 nGoF= 79.15 ( 42 reflections, 91 extinct) [same extinctions as:B 1 1 n]\n", + " (# 9) A 1 1 n : Rwp= 62.66% GoF= 259.44 nGoF= 61.15 ( 41 reflections, 91 extinct) [same extinctions as:A 1 1 a]\n", + " (# 9) I 1 1 a : Rwp= 73.15% GoF= 344.60 nGoF= 81.97 ( 40 reflections, 91 extinct) [same extinctions as:I 1 1 b]\n", + " (# 9) B b 1 1 : Rwp= 72.77% GoF= 340.69 nGoF= 83.67 ( 42 reflections, 93 extinct)\n", + " (# 9) C n 1 1 : Rwp= 72.34% GoF= 350.52 nGoF= 75.02 ( 39 reflections, 93 extinct)\n", + " (# 9) I c 1 1 : Rwp= 73.91% GoF= 351.19 nGoF= 80.65 ( 39 reflections, 93 extinct)\n", + " (# 9) C c 1 1 : Rwp= 72.34% GoF= 350.52 nGoF= 75.02 ( 39 reflections, 93 extinct) [same extinctions as:C n 1 1]\n", + " (# 9) B n 1 1 : Rwp= 72.77% GoF= 340.69 nGoF= 83.67 ( 42 reflections, 93 extinct) [same extinctions as:B b 1 1]\n", + " (# 9) I b 1 1 : Rwp= 73.91% GoF= 351.19 nGoF= 80.65 ( 39 reflections, 93 extinct) [same extinctions as:I c 1 1]\n", + " (# 10) P 1 2/m 1 : Rwp= 10.16% GoF= 6.85 nGoF= 1.18 ( 99 reflections, 0 extinct) [same extinctions as:P 1 2 1]\n", + " (# 10) P 1 1 2/m : Rwp= 10.04% GoF= 6.67 nGoF= 1.08 ( 96 reflections, 0 extinct) [same extinctions as:P 1 1 2]\n", + " (# 10) P 2/m 1 1 : Rwp= 10.37% GoF= 7.12 nGoF= 1.25 (101 reflections, 0 extinct) [same extinctions as:P 2 1 1]\n", + " (# 11) P 1 21/m 1 : Rwp= 10.40% GoF= 7.16 nGoF= 1.16 ( 97 reflections, 2 extinct) [same extinctions as:P 1 21 1]\n", + " (# 11) P 1 1 21/m : Rwp= 10.29% GoF= 6.99 nGoF= 1.16 ( 93 reflections, 3 extinct) [same extinctions as:P 1 1 21]\n", + " (# 11) P 21/m 1 1 : Rwp= 10.31% GoF= 7.03 nGoF= 1.19 ( 99 reflections, 2 extinct) [same extinctions as:P 21 1 1]\n", + " (# 12) C 1 2/m 1 : Rwp= 67.21% GoF= 303.80 nGoF= 73.57 ( 47 reflections, 84 extinct) [same extinctions as:C 1 2 1]\n", + " (# 12) A 1 2/m 1 : Rwp= 84.58% GoF= 475.12 nGoF= 131.08 ( 49 reflections, 85 extinct) [same extinctions as:A 1 2 1]\n", + " (# 12) I 1 2/m 1 : Rwp= 72.33% GoF= 338.02 nGoF= 95.93 ( 48 reflections, 87 extinct) [same extinctions as:I 1 2 1]\n", + " (# 12) A 1 1 2/m : Rwp= 84.41% GoF= 472.15 nGoF= 125.00 ( 47 reflections, 85 extinct) [same extinctions as:A 1 1 2]\n", + " (# 12) B 1 1 2/m : Rwp= 71.09% GoF= 327.08 nGoF= 90.41 ( 48 reflections, 85 extinct) [same extinctions as:B 1 1 2]\n", + " (# 12) I 1 1 2/m : Rwp= 72.10% GoF= 335.86 nGoF= 91.74 ( 46 reflections, 87 extinct) [same extinctions as:I 1 1 2]\n", + " (# 12) B 2/m 1 1 : Rwp= 71.03% GoF= 325.79 nGoF= 94.20 ( 50 reflections, 85 extinct) [same extinctions as:B 2 1 1]\n", + " (# 12) C 2/m 1 1 : Rwp= 67.37% GoF= 305.42 nGoF= 75.30 ( 48 reflections, 84 extinct) [same extinctions as:C 2 1 1]\n", + " (# 12) I 2/m 1 1 : Rwp= 72.35% GoF= 338.01 nGoF= 97.98 ( 49 reflections, 87 extinct) [same extinctions as:I 2 1 1]\n", + " (# 13) P 1 2/c 1 : Rwp= 10.38% GoF= 7.11 nGoF= 1.10 ( 84 reflections, 15 extinct) [same extinctions as:P 1 c 1]\n", + " (# 13) P 1 2/n 1 : Rwp= 38.27% GoF= 96.35 nGoF= 46.21 ( 84 reflections, 17 extinct) [same extinctions as:P 1 n 1]\n", + " (# 13) P 1 2/a 1 : Rwp= 43.45% GoF= 124.43 nGoF= 51.91 ( 83 reflections, 14 extinct) [same extinctions as:P 1 a 1]\n", + " (# 13) P 1 1 2/a : Rwp= 33.13% GoF= 72.23 nGoF= 27.48 ( 84 reflections, 10 extinct) [same extinctions as:P 1 1 a]\n", + " (# 13) P 1 1 2/n : Rwp= 10.26% GoF= 6.93 nGoF= 0.98 ( 84 reflections, 12 extinct) [same extinctions as:P 1 1 n]\n", + " (# 13) P 1 1 2/b : Rwp= 33.20% GoF= 72.53 nGoF= 27.49 ( 84 reflections, 10 extinct) [same extinctions as:P 1 1 b]\n", + " (# 13) P 2/b 1 1 : Rwp= 33.53% GoF= 73.78 nGoF= 25.85 ( 83 reflections, 14 extinct) [same extinctions as:P b 1 1]\n", + " (# 13) P 2/n 1 1 : Rwp= 33.67% GoF= 74.39 nGoF= 33.08 ( 84 reflections, 17 extinct) [same extinctions as:P n 1 1]\n", + " (# 13) P 2/c 1 1 : Rwp= 38.44% GoF= 96.88 nGoF= 39.45 ( 82 reflections, 15 extinct) [same extinctions as:P c 1 1]\n", + " (# 14) P 1 21/c 1 : Rwp= 9.62% GoF= 6.10 nGoF= 1.05 ( 82 reflections, 17 extinct)\n", + " (# 14) P 1 21/n 1 : Rwp= 38.14% GoF= 95.58 nGoF= 45.09 ( 82 reflections, 19 extinct)\n", + " (# 14) P 1 21/a 1 : Rwp= 43.48% GoF= 124.47 nGoF= 50.66 ( 81 reflections, 16 extinct)\n", + " (# 14) P 1 1 21/a : Rwp= 33.20% GoF= 72.38 nGoF= 26.58 ( 81 reflections, 13 extinct)\n", + " (# 14) P 1 1 21/n : Rwp= 9.50% GoF= 5.93 nGoF= 1.01 ( 81 reflections, 15 extinct)\n", + " (# 14) P 1 1 21/b : Rwp= 33.04% GoF= 71.70 nGoF= 26.54 ( 81 reflections, 13 extinct)\n", + " (# 14) P 21/b 1 1 : Rwp= 39.94% GoF= 104.54 nGoF= 31.96 ( 81 reflections, 16 extinct)\n", + " (# 14) P 21/n 1 1 : Rwp= 33.65% GoF= 74.22 nGoF= 32.26 ( 82 reflections, 19 extinct)\n", + " (# 14) P 21/c 1 1 : Rwp= 43.67% GoF= 124.94 nGoF= 44.44 ( 80 reflections, 17 extinct)\n", + " (# 15) C 1 2/c 1 : Rwp= 64.29% GoF= 276.98 nGoF= 60.10 ( 40 reflections, 93 extinct) [same extinctions as:C 1 c 1]\n", + " (# 15) A 1 2/n 1 : Rwp= 85.31% GoF= 481.19 nGoF= 113.30 ( 41 reflections, 93 extinct) [same extinctions as:A 1 n 1]\n", + " (# 15) I 1 2/a 1 : Rwp= 72.32% GoF= 338.70 nGoF= 79.93 ( 40 reflections, 93 extinct) [same extinctions as:I 1 a 1]\n", + " (# 15) A 1 2/a 1 : Rwp= 85.31% GoF= 481.19 nGoF= 113.30 ( 41 reflections, 93 extinct) [same extinctions as:A 1 n 1]\n", + " (# 15) C 1 2/n 1 : Rwp= 64.29% GoF= 276.98 nGoF= 60.10 ( 40 reflections, 93 extinct) [same extinctions as:C 1 c 1]\n", + " (# 15) I 1 2/c 1 : Rwp= 72.32% GoF= 338.70 nGoF= 79.93 ( 40 reflections, 93 extinct) [same extinctions as:I 1 a 1]\n", + " (# 15) A 1 1 2/a : Rwp= 62.66% GoF= 259.44 nGoF= 61.15 ( 41 reflections, 91 extinct) [same extinctions as:A 1 1 a]\n", + " (# 15) B 1 1 2/n : Rwp= 71.10% GoF= 326.28 nGoF= 79.15 ( 42 reflections, 91 extinct) [same extinctions as:B 1 1 n]\n", + " (# 15) I 1 1 2/b : Rwp= 73.15% GoF= 344.60 nGoF= 81.97 ( 40 reflections, 91 extinct) [same extinctions as:I 1 1 b]\n", + " (# 15) B 1 1 2/b : Rwp= 71.10% GoF= 326.28 nGoF= 79.15 ( 42 reflections, 91 extinct) [same extinctions as:B 1 1 n]\n", + " (# 15) A 1 1 2/n : Rwp= 62.66% GoF= 259.44 nGoF= 61.15 ( 41 reflections, 91 extinct) [same extinctions as:A 1 1 a]\n", + " (# 15) I 1 1 2/a : Rwp= 73.15% GoF= 344.60 nGoF= 81.97 ( 40 reflections, 91 extinct) [same extinctions as:I 1 1 b]\n", + " (# 15) B 2/b 1 1 : Rwp= 72.77% GoF= 340.69 nGoF= 83.67 ( 42 reflections, 93 extinct) [same extinctions as:B b 1 1]\n", + " (# 15) C 2/n 1 1 : Rwp= 72.34% GoF= 350.52 nGoF= 75.02 ( 39 reflections, 93 extinct) [same extinctions as:C n 1 1]\n", + " (# 15) I 2/c 1 1 : Rwp= 73.91% GoF= 351.19 nGoF= 80.65 ( 39 reflections, 93 extinct) [same extinctions as:I c 1 1]\n", + " (# 15) C 2/c 1 1 : Rwp= 72.34% GoF= 350.52 nGoF= 75.02 ( 39 reflections, 93 extinct) [same extinctions as:C n 1 1]\n", + " (# 15) B 2/n 1 1 : Rwp= 72.77% GoF= 340.69 nGoF= 83.67 ( 42 reflections, 93 extinct) [same extinctions as:B b 1 1]\n", + " (# 15) I 2/b 1 1 : Rwp= 73.91% GoF= 351.19 nGoF= 80.65 ( 39 reflections, 93 extinct) [same extinctions as:I c 1 1]\n", + " (# 16) P 2 2 2 : Rwp= 10.48% GoF= 7.19 nGoF= 0.82 ( 66 reflections, 0 extinct)\n", + " (# 17) P 2 2 21 : Rwp= 10.73% GoF= 7.53 nGoF= 0.87 ( 63 reflections, 3 extinct)\n", + " (# 17) P 21 2 2 : Rwp= 10.44% GoF= 7.13 nGoF= 0.78 ( 64 reflections, 2 extinct)\n", + " (# 17) P 2 21 2 : Rwp= 10.71% GoF= 7.50 nGoF= 0.80 ( 64 reflections, 2 extinct)\n", + " (# 18) P 21 21 2 : Rwp= 10.67% GoF= 7.44 nGoF= 0.76 ( 62 reflections, 4 extinct)\n", + " (# 18) P 2 21 21 : Rwp= 9.99% GoF= 6.52 nGoF= 0.82 ( 61 reflections, 5 extinct)\n", + " (# 18) P 21 2 21 : Rwp= 10.69% GoF= 7.46 nGoF= 0.82 ( 61 reflections, 5 extinct)\n", + " (# 19) P 21 21 21 : Rwp= 9.95% GoF= 6.46 nGoF= 0.77 ( 59 reflections, 7 extinct)\n", + " (# 20) C 2 2 21 : Rwp= 67.46% GoF= 303.94 nGoF= 45.55 ( 29 reflections, 87 extinct)\n", + " (# 20) A 21 2 2 : Rwp= 84.58% GoF= 470.71 nGoF= 82.95 ( 31 reflections, 87 extinct)\n", + " (# 20) B 2 21 2 : Rwp= 71.13% GoF= 324.96 nGoF= 58.45 ( 31 reflections, 87 extinct)\n", + " (# 21) C 2 2 2 : Rwp= 67.49% GoF= 304.79 nGoF= 50.24 ( 32 reflections, 84 extinct)\n", + " (# 21) A 2 2 2 : Rwp= 84.59% GoF= 471.25 nGoF= 88.31 ( 33 reflections, 85 extinct)\n", + " (# 21) B 2 2 2 : Rwp= 71.14% GoF= 325.42 nGoF= 62.22 ( 33 reflections, 85 extinct)\n", + " (# 22) F 2 2 2 : Rwp= 76.55% GoF= 388.57 nGoF= 35.98 ( 16 reflections, 127 extinct)\n", + " (# 23) I 2 2 2 : Rwp= 72.54% GoF= 338.13 nGoF= 64.30 ( 32 reflections, 87 extinct)\n", + " (# 24) I 21 21 21 : Rwp= 72.54% GoF= 338.13 nGoF= 64.30 ( 32 reflections, 87 extinct) [same extinctions as:I 2 2 2]\n", + " (# 25) P m m 2 : Rwp= 10.48% GoF= 7.19 nGoF= 0.82 ( 66 reflections, 0 extinct) [same extinctions as:P 2 2 2]\n", + " (# 25) P 2 m m : Rwp= 10.48% GoF= 7.19 nGoF= 0.82 ( 66 reflections, 0 extinct) [same extinctions as:P 2 2 2]\n", + " (# 25) P m 2 m : Rwp= 10.48% GoF= 7.19 nGoF= 0.82 ( 66 reflections, 0 extinct) [same extinctions as:P 2 2 2]\n", + " (# 26) P m c 21 : Rwp= 10.70% GoF= 7.48 nGoF= 0.78 ( 57 reflections, 15 extinct)\n", + " (# 26) P c m 21 : Rwp= 38.51% GoF= 96.48 nGoF= 26.53 ( 55 reflections, 15 extinct)\n", + " (# 26) P 21 m a : Rwp= 33.23% GoF= 72.02 nGoF= 19.37 ( 59 reflections, 10 extinct)\n", + " (# 26) P 21 a m : Rwp= 43.68% GoF= 124.63 nGoF= 35.55 ( 57 reflections, 14 extinct)\n", + " (# 26) P b 21 m : Rwp= 33.76% GoF= 74.22 nGoF= 17.64 ( 56 reflections, 14 extinct)\n", + " (# 26) P m 21 b : Rwp= 33.30% GoF= 72.32 nGoF= 19.38 ( 59 reflections, 10 extinct)\n", + " (# 27) P c c 2 : Rwp= 38.49% GoF= 96.35 nGoF= 23.65 ( 49 reflections, 27 extinct)\n", + " (# 27) P 2 a a : Rwp= 50.26% GoF= 164.56 nGoF= 43.85 ( 52 reflections, 22 extinct)\n", + " (# 27) P b 2 b : Rwp= 43.68% GoF= 123.89 nGoF= 29.64 ( 51 reflections, 22 extinct)\n", + " (# 28) P m a 2 : Rwp= 43.68% GoF= 124.63 nGoF= 35.55 ( 57 reflections, 14 extinct) [same extinctions as:P 21 a m]\n", + " (# 28) P b m 2 : Rwp= 33.76% GoF= 74.22 nGoF= 17.64 ( 56 reflections, 14 extinct) [same extinctions as:P b 21 m]\n", + " (# 28) P 2 m b : Rwp= 33.30% GoF= 72.32 nGoF= 19.38 ( 59 reflections, 10 extinct) [same extinctions as:P m 21 b]\n", + " (# 28) P 2 c m : Rwp= 10.70% GoF= 7.48 nGoF= 0.78 ( 57 reflections, 15 extinct) [same extinctions as:P m c 21]\n", + " (# 28) P c 2 m : Rwp= 38.51% GoF= 96.48 nGoF= 26.53 ( 55 reflections, 15 extinct) [same extinctions as:P c m 21]\n", + " (# 28) P m 2 a : Rwp= 33.23% GoF= 72.02 nGoF= 19.37 ( 59 reflections, 10 extinct) [same extinctions as:P 21 m a]\n", + " (# 29) P c a 21 : Rwp= 61.81% GoF= 248.06 nGoF= 62.06 ( 46 reflections, 29 extinct)\n", + " (# 29) P b c 21 : Rwp= 33.60% GoF= 73.35 nGoF= 14.86 ( 47 reflections, 29 extinct)\n", + " (# 29) P 21 a b : Rwp= 50.29% GoF= 164.54 nGoF= 42.16 ( 50 reflections, 24 extinct)\n", + " (# 29) P 21 c a : Rwp= 33.33% GoF= 72.28 nGoF= 16.53 ( 50 reflections, 25 extinct)\n", + " (# 29) P c 21 b : Rwp= 46.59% GoF= 140.72 nGoF= 34.46 ( 48 reflections, 25 extinct)\n", + " (# 29) P b 21 a : Rwp= 48.24% GoF= 150.90 nGoF= 32.31 ( 49 reflections, 24 extinct)\n", + " (# 30) P n c 2 : Rwp= 33.94% GoF= 74.91 nGoF= 19.48 ( 49 reflections, 29 extinct)\n", + " (# 30) P c n 2 : Rwp= 59.85% GoF= 232.16 nGoF= 62.13 ( 48 reflections, 29 extinct)\n", + " (# 30) P 2 n a : Rwp= 46.50% GoF= 140.36 nGoF= 39.44 ( 51 reflections, 25 extinct)\n", + " (# 30) P 2 a n : Rwp= 43.70% GoF= 124.34 nGoF= 31.81 ( 51 reflections, 24 extinct)\n", + " (# 30) P b 2 n : Rwp= 40.62% GoF= 107.08 nGoF= 19.91 ( 50 reflections, 24 extinct)\n", + " (# 30) P n 2 b : Rwp= 43.70% GoF= 123.91 nGoF= 32.21 ( 50 reflections, 25 extinct)\n", + " (# 31) P m n 21 : Rwp= 38.34% GoF= 95.70 nGoF= 30.87 ( 56 reflections, 17 extinct)\n", + " (# 31) P n m 21 : Rwp= 33.96% GoF= 75.04 nGoF= 21.89 ( 55 reflections, 17 extinct)\n", + " (# 31) P 21 m n : Rwp= 10.69% GoF= 7.45 nGoF= 0.74 ( 58 reflections, 12 extinct)\n", + " (# 31) P 21 n m : Rwp= 38.34% GoF= 95.70 nGoF= 30.87 ( 56 reflections, 17 extinct) [same extinctions as:P m n 21]\n", + " (# 31) P n 21 m : Rwp= 33.96% GoF= 75.04 nGoF= 21.89 ( 55 reflections, 17 extinct) [same extinctions as:P n m 21]\n", + " (# 31) P m 21 n : Rwp= 10.69% GoF= 7.45 nGoF= 0.74 ( 58 reflections, 12 extinct) [same extinctions as:P 21 m n]\n", + " (# 32) P b a 2 : Rwp= 54.71% GoF= 194.42 nGoF= 43.86 ( 47 reflections, 28 extinct)\n", + " (# 32) P 2 c b : Rwp= 33.17% GoF= 71.61 nGoF= 16.51 ( 50 reflections, 25 extinct)\n", + " (# 32) P c 2 a : Rwp= 50.65% GoF= 166.32 nGoF= 37.87 ( 48 reflections, 25 extinct)\n", + " (# 33) P n a 21 : Rwp= 61.14% GoF= 242.72 nGoF= 63.64 ( 46 reflections, 31 extinct)\n", + " (# 33) P b n 21 : Rwp= 51.58% GoF= 172.27 nGoF= 39.53 ( 46 reflections, 31 extinct)\n", + " (# 33) P 21 n b : Rwp= 46.42% GoF= 139.73 nGoF= 37.88 ( 49 reflections, 27 extinct)\n", + " (# 33) P 21 c n : Rwp= 9.95% GoF= 6.44 nGoF= 0.67 ( 49 reflections, 27 extinct)\n", + " (# 33) P c 21 n : Rwp= 44.05% GoF= 125.70 nGoF= 26.12 ( 47 reflections, 27 extinct)\n", + " (# 33) P n 21 a : Rwp= 43.68% GoF= 123.69 nGoF= 30.91 ( 48 reflections, 27 extinct)\n", + " (# 34) P n n 2 : Rwp= 59.17% GoF= 226.98 nGoF= 64.15 ( 48 reflections, 31 extinct)\n", + " (# 34) P 2 n n : Rwp= 38.20% GoF= 94.70 nGoF= 27.56 ( 50 reflections, 27 extinct)\n", + " (# 34) P n 2 n : Rwp= 33.95% GoF= 74.74 nGoF= 19.50 ( 49 reflections, 27 extinct)\n", + " (# 35) C m m 2 : Rwp= 67.49% GoF= 304.79 nGoF= 50.24 ( 32 reflections, 84 extinct) [same extinctions as:C 2 2 2]\n", + " (# 35) A 2 m m : Rwp= 84.59% GoF= 471.25 nGoF= 88.31 ( 33 reflections, 85 extinct) [same extinctions as:A 2 2 2]\n", + " (# 35) B m 2 m : Rwp= 71.14% GoF= 325.42 nGoF= 62.22 ( 33 reflections, 85 extinct) [same extinctions as:B 2 2 2]\n", + " (# 36) C m c 21 : Rwp= 64.36% GoF= 276.37 nGoF= 40.65 ( 27 reflections, 93 extinct)\n", + " (# 36) C c m 21 : Rwp= 72.52% GoF= 350.68 nGoF= 50.24 ( 26 reflections, 93 extinct)\n", + " (# 36) A 21 m a : Rwp= 62.85% GoF= 259.63 nGoF= 43.46 ( 29 reflections, 91 extinct)\n", + " (# 36) A 21 a m : Rwp= 85.31% GoF= 478.01 nGoF= 77.38 ( 28 reflections, 93 extinct)\n", + " (# 36) B b 21 m : Rwp= 72.89% GoF= 340.67 nGoF= 55.83 ( 28 reflections, 93 extinct)\n", + " (# 36) B m 21 b : Rwp= 71.15% GoF= 324.80 nGoF= 54.70 ( 29 reflections, 91 extinct)\n", + " (# 37) C c c 2 : Rwp= 70.67% GoF= 332.61 nGoF= 45.35 ( 24 reflections, 99 extinct)\n", + " (# 37) A 2 a a : Rwp= 73.18% GoF= 351.38 nGoF= 54.22 ( 26 reflections, 97 extinct)\n", + " (# 37) B b 2 b : Rwp= 72.91% GoF= 340.45 nGoF= 51.86 ( 26 reflections, 97 extinct)\n", + " (# 38) A m m 2 : Rwp= 84.59% GoF= 471.25 nGoF= 88.31 ( 33 reflections, 85 extinct) [same extinctions as:A 2 2 2]\n", + " (# 38) B m m 2 : Rwp= 71.14% GoF= 325.42 nGoF= 62.22 ( 33 reflections, 85 extinct) [same extinctions as:B 2 2 2]\n", + " (# 38) B 2 m m : Rwp= 71.14% GoF= 325.42 nGoF= 62.22 ( 33 reflections, 85 extinct) [same extinctions as:B 2 2 2]\n", + " (# 38) C 2 m m : Rwp= 67.49% GoF= 304.79 nGoF= 50.24 ( 32 reflections, 84 extinct) [same extinctions as:C 2 2 2]\n", + " (# 38) C m 2 m : Rwp= 67.49% GoF= 304.79 nGoF= 50.24 ( 32 reflections, 84 extinct) [same extinctions as:C 2 2 2]\n", + " (# 38) A m 2 m : Rwp= 84.59% GoF= 471.25 nGoF= 88.31 ( 33 reflections, 85 extinct) [same extinctions as:A 2 2 2]\n", + " (# 39) A b m 2 : Rwp= 84.63% GoF= 473.64 nGoF= 75.08 ( 28 reflections, 91 extinct)\n", + " (# 39) B m a 2 : Rwp= 71.17% GoF= 325.88 nGoF= 54.72 ( 29 reflections, 91 extinct)\n", + " (# 39) B 2 c m : Rwp= 71.17% GoF= 325.88 nGoF= 54.72 ( 29 reflections, 91 extinct) [same extinctions as:B m a 2]\n", + " (# 39) C 2 m b : Rwp= 69.12% GoF= 319.10 nGoF= 48.46 ( 29 reflections, 88 extinct)\n", + " (# 39) C m 2 a : Rwp= 69.12% GoF= 319.10 nGoF= 48.46 ( 29 reflections, 88 extinct) [same extinctions as:C 2 m b]\n", + " (# 39) A c 2 m : Rwp= 84.63% GoF= 473.64 nGoF= 75.08 ( 28 reflections, 91 extinct) [same extinctions as:A b m 2]\n", + " (# 40) A m a 2 : Rwp= 85.31% GoF= 478.01 nGoF= 77.38 ( 28 reflections, 93 extinct) [same extinctions as:A 21 a m]\n", + " (# 40) B b m 2 : Rwp= 72.89% GoF= 340.67 nGoF= 55.83 ( 28 reflections, 93 extinct) [same extinctions as:B b 21 m]\n", + " (# 40) B 2 m b : Rwp= 71.15% GoF= 324.80 nGoF= 54.70 ( 29 reflections, 91 extinct) [same extinctions as:B m 21 b]\n", + " (# 40) C 2 c m : Rwp= 64.36% GoF= 276.37 nGoF= 40.65 ( 27 reflections, 93 extinct) [same extinctions as:C m c 21]\n", + " (# 40) C c 2 m : Rwp= 72.52% GoF= 350.68 nGoF= 50.24 ( 26 reflections, 93 extinct) [same extinctions as:C c m 21]\n", + " (# 40) A m 2 a : Rwp= 62.85% GoF= 259.63 nGoF= 43.46 ( 29 reflections, 91 extinct) [same extinctions as:A 21 m a]\n", + " (# 41) A b a 2 : Rwp= 85.45% GoF= 481.44 nGoF= 63.89 ( 23 reflections, 99 extinct)\n", + " (# 41) B b a 2 : Rwp= 72.91% GoF= 341.08 nGoF= 47.88 ( 24 reflections, 99 extinct)\n", + " (# 41) B 2 c b : Rwp= 71.23% GoF= 325.70 nGoF= 47.24 ( 25 reflections, 97 extinct)\n", + " (# 41) C 2 c b : Rwp= 66.43% GoF= 293.90 nGoF= 38.64 ( 24 reflections, 97 extinct)\n", + " (# 41) C c 2 a : Rwp= 73.47% GoF= 359.36 nGoF= 45.80 ( 23 reflections, 97 extinct)\n", + " (# 41) A c 2 a : Rwp= 67.31% GoF= 299.08 nGoF= 39.85 ( 24 reflections, 97 extinct)\n", + " (# 42) F m m 2 : Rwp= 76.55% GoF= 388.57 nGoF= 35.98 ( 16 reflections, 127 extinct) [same extinctions as:F 2 2 2]\n", + " (# 42) F 2 m m : Rwp= 76.55% GoF= 388.57 nGoF= 35.98 ( 16 reflections, 127 extinct) [same extinctions as:F 2 2 2]\n", + " (# 42) F m 2 m : Rwp= 76.55% GoF= 388.57 nGoF= 35.98 ( 16 reflections, 127 extinct) [same extinctions as:F 2 2 2]\n", + " (# 43) F d d 2 : Rwp= 80.95% GoF= 445.23 nGoF= 28.01 ( 11 reflections, 137 extinct)\n", + " (# 43) F 2 d d : Rwp= 81.66% GoF= 453.34 nGoF= 30.93 ( 12 reflections, 136 extinct)\n", + " (# 43) F d 2 d : Rwp= 80.96% GoF= 433.60 nGoF= 30.56 ( 12 reflections, 136 extinct)\n", + " (# 44) I m m 2 : Rwp= 72.54% GoF= 338.13 nGoF= 64.30 ( 32 reflections, 87 extinct) [same extinctions as:I 2 2 2]\n", + " (# 44) I 2 m m : Rwp= 72.54% GoF= 338.13 nGoF= 64.30 ( 32 reflections, 87 extinct) [same extinctions as:I 2 2 2]\n", + " (# 44) I m 2 m : Rwp= 72.54% GoF= 338.13 nGoF= 64.30 ( 32 reflections, 87 extinct) [same extinctions as:I 2 2 2]\n", + " (# 45) I b a 2 : Rwp= 74.13% GoF= 353.50 nGoF= 47.79 ( 23 reflections, 99 extinct)\n", + " (# 45) I 2 c b : Rwp= 73.52% GoF= 348.04 nGoF= 51.53 ( 25 reflections, 97 extinct)\n", + " (# 45) I c 2 a : Rwp= 74.95% GoF= 359.44 nGoF= 51.01 ( 24 reflections, 97 extinct)\n", + " (# 46) I m a 2 : Rwp= 72.53% GoF= 339.35 nGoF= 56.25 ( 28 reflections, 93 extinct)\n", + " (# 46) I b m 2 : Rwp= 74.10% GoF= 351.89 nGoF= 56.07 ( 27 reflections, 93 extinct)\n", + " (# 46) I 2 m b : Rwp= 73.52% GoF= 346.76 nGoF= 59.78 ( 29 reflections, 91 extinct)\n", + " (# 46) I 2 c m : Rwp= 72.53% GoF= 339.35 nGoF= 56.25 ( 28 reflections, 93 extinct) [same extinctions as:I m a 2]\n", + " (# 46) I c 2 m : Rwp= 74.10% GoF= 351.89 nGoF= 56.07 ( 27 reflections, 93 extinct) [same extinctions as:I b m 2]\n", + " (# 46) I m 2 a : Rwp= 73.52% GoF= 346.76 nGoF= 59.78 ( 29 reflections, 91 extinct) [same extinctions as:I 2 m b]\n", + " (# 47) P m m m : Rwp= 10.48% GoF= 7.19 nGoF= 0.82 ( 66 reflections, 0 extinct) [same extinctions as:P 2 2 2]\n", + " (# 48) P n n n :1 : Rwp= 59.17% GoF= 226.48 nGoF= 58.81 ( 44 reflections, 39 extinct)\n", + " (# 48) P n n n :2 : Rwp= 59.17% GoF= 226.48 nGoF= 58.81 ( 44 reflections, 39 extinct) [same extinctions as:P n n n :1]\n", + " (# 49) P c c m : Rwp= 38.49% GoF= 96.35 nGoF= 23.65 ( 49 reflections, 27 extinct) [same extinctions as:P c c 2]\n", + " (# 49) P m a a : Rwp= 50.26% GoF= 164.56 nGoF= 43.85 ( 52 reflections, 22 extinct) [same extinctions as:P 2 a a]\n", + " (# 49) P b m b : Rwp= 43.68% GoF= 123.89 nGoF= 29.64 ( 51 reflections, 22 extinct) [same extinctions as:P b 2 b]\n", + " (# 50) P b a n :1 : Rwp= 54.82% GoF= 194.80 nGoF= 40.27 ( 43 reflections, 36 extinct)\n", + " (# 50) P b a n :2 : Rwp= 54.82% GoF= 194.80 nGoF= 40.27 ( 43 reflections, 36 extinct) [same extinctions as:P b a n :1]\n", + " (# 50) P n c b :1 : Rwp= 43.71% GoF= 123.90 nGoF= 28.37 ( 44 reflections, 37 extinct)\n", + " (# 50) P n c b :2 : Rwp= 43.71% GoF= 123.90 nGoF= 28.37 ( 44 reflections, 37 extinct) [same extinctions as:P n c b :1]\n", + " (# 50) P c n a :1 : Rwp= 62.60% GoF= 253.36 nGoF= 61.02 ( 43 reflections, 37 extinct)\n", + " (# 50) P c n a :2 : Rwp= 62.60% GoF= 253.36 nGoF= 61.02 ( 43 reflections, 37 extinct) [same extinctions as:P c n a :1]\n", + " (# 51) P m m a : Rwp= 33.23% GoF= 72.02 nGoF= 19.37 ( 59 reflections, 10 extinct) [same extinctions as:P 21 m a]\n", + " (# 51) P m m b : Rwp= 33.30% GoF= 72.32 nGoF= 19.38 ( 59 reflections, 10 extinct) [same extinctions as:P m 21 b]\n", + " (# 51) P b m m : Rwp= 33.76% GoF= 74.22 nGoF= 17.64 ( 56 reflections, 14 extinct) [same extinctions as:P b 21 m]\n", + " (# 51) P c m m : Rwp= 38.51% GoF= 96.48 nGoF= 26.53 ( 55 reflections, 15 extinct) [same extinctions as:P c m 21]\n", + " (# 51) P m c m : Rwp= 10.70% GoF= 7.48 nGoF= 0.78 ( 57 reflections, 15 extinct) [same extinctions as:P m c 21]\n", + " (# 51) P m a m : Rwp= 43.68% GoF= 124.63 nGoF= 35.55 ( 57 reflections, 14 extinct) [same extinctions as:P 21 a m]\n", + " (# 52) P n n a : Rwp= 61.94% GoF= 248.04 nGoF= 62.36 ( 43 reflections, 39 extinct)\n", + " (# 52) P n n b : Rwp= 61.94% GoF= 248.04 nGoF= 62.35 ( 43 reflections, 39 extinct)\n", + " (# 52) P b n n : Rwp= 51.62% GoF= 172.14 nGoF= 36.13 ( 42 reflections, 39 extinct)\n", + " (# 52) P c n n : Rwp= 59.83% GoF= 231.31 nGoF= 54.38 ( 42 reflections, 39 extinct)\n", + " (# 52) P n c n : Rwp= 33.93% GoF= 74.60 nGoF= 17.09 ( 43 reflections, 39 extinct)\n", + " (# 52) P n a n : Rwp= 61.14% GoF= 242.17 nGoF= 58.11 ( 42 reflections, 39 extinct)\n", + " (# 53) P m n a : Rwp= 46.50% GoF= 140.36 nGoF= 39.44 ( 51 reflections, 25 extinct) [same extinctions as:P 2 n a]\n", + " (# 53) P n m b : Rwp= 43.70% GoF= 123.91 nGoF= 32.21 ( 50 reflections, 25 extinct) [same extinctions as:P n 2 b]\n", + " (# 53) P b m n : Rwp= 40.62% GoF= 107.08 nGoF= 19.91 ( 50 reflections, 24 extinct) [same extinctions as:P b 2 n]\n", + " (# 53) P c n m : Rwp= 59.85% GoF= 232.16 nGoF= 62.13 ( 48 reflections, 29 extinct) [same extinctions as:P c n 2]\n", + " (# 53) P n c m : Rwp= 33.94% GoF= 74.91 nGoF= 19.48 ( 49 reflections, 29 extinct) [same extinctions as:P n c 2]\n", + " (# 53) P m a n : Rwp= 43.70% GoF= 124.34 nGoF= 31.81 ( 51 reflections, 24 extinct) [same extinctions as:P 2 a n]\n", + " (# 54) P c c a : Rwp= 50.72% GoF= 166.64 nGoF= 33.25 ( 42 reflections, 37 extinct)\n", + " (# 54) P c c b : Rwp= 46.61% GoF= 140.77 nGoF= 30.21 ( 42 reflections, 37 extinct)\n", + " (# 54) P b a a : Rwp= 58.60% GoF= 222.45 nGoF= 46.79 ( 42 reflections, 36 extinct)\n", + " (# 54) P c a a : Rwp= 64.28% GoF= 267.50 nGoF= 60.32 ( 41 reflections, 37 extinct)\n", + " (# 54) P b c b : Rwp= 43.63% GoF= 123.30 nGoF= 24.50 ( 42 reflections, 37 extinct)\n", + " (# 54) P b a b : Rwp= 58.73% GoF= 223.44 nGoF= 46.96 ( 42 reflections, 36 extinct)\n", + " (# 55) P b a m : Rwp= 54.71% GoF= 194.42 nGoF= 43.86 ( 47 reflections, 28 extinct) [same extinctions as:P b a 2]\n", + " (# 55) P m c b : Rwp= 33.17% GoF= 71.61 nGoF= 16.51 ( 50 reflections, 25 extinct) [same extinctions as:P 2 c b]\n", + " (# 55) P c m a : Rwp= 50.65% GoF= 166.32 nGoF= 37.87 ( 48 reflections, 25 extinct) [same extinctions as:P c 2 a]\n", + " (# 56) P c c n : Rwp= 44.25% GoF= 126.78 nGoF= 22.98 ( 41 reflections, 39 extinct)\n", + " (# 56) P n a a : Rwp= 63.61% GoF= 262.03 nGoF= 61.32 ( 41 reflections, 39 extinct)\n", + " (# 56) P b n b : Rwp= 56.15% GoF= 203.56 nGoF= 42.89 ( 41 reflections, 39 extinct)\n", + " (# 57) P b c m : Rwp= 33.60% GoF= 73.35 nGoF= 14.86 ( 47 reflections, 29 extinct) [same extinctions as:P b c 21]\n", + " (# 57) P c a m : Rwp= 61.81% GoF= 248.06 nGoF= 62.06 ( 46 reflections, 29 extinct) [same extinctions as:P c a 21]\n", + " (# 57) P m c a : Rwp= 33.33% GoF= 72.28 nGoF= 16.53 ( 50 reflections, 25 extinct) [same extinctions as:P 21 c a]\n", + " (# 57) P m a b : Rwp= 50.29% GoF= 164.54 nGoF= 42.16 ( 50 reflections, 24 extinct) [same extinctions as:P 21 a b]\n", + " (# 57) P b m a : Rwp= 48.24% GoF= 150.90 nGoF= 32.31 ( 49 reflections, 24 extinct) [same extinctions as:P b 21 a]\n", + " (# 57) P c m b : Rwp= 46.59% GoF= 140.72 nGoF= 34.46 ( 48 reflections, 25 extinct) [same extinctions as:P c 21 b]\n", + " (# 58) P n n m : Rwp= 59.17% GoF= 226.98 nGoF= 64.15 ( 48 reflections, 31 extinct) [same extinctions as:P n n 2]\n", + " (# 58) P m n n : Rwp= 38.20% GoF= 94.70 nGoF= 27.56 ( 50 reflections, 27 extinct) [same extinctions as:P 2 n n]\n", + " (# 58) P n m n : Rwp= 33.95% GoF= 74.74 nGoF= 19.50 ( 49 reflections, 27 extinct) [same extinctions as:P n 2 n]\n", + " (# 59) P m m n :1 : Rwp= 10.69% GoF= 7.45 nGoF= 0.74 ( 58 reflections, 12 extinct) [same extinctions as:P 21 m n]\n", + " (# 59) P m m n :2 : Rwp= 10.69% GoF= 7.45 nGoF= 0.74 ( 58 reflections, 12 extinct) [same extinctions as:P 21 m n]\n", + " (# 59) P n m m :1 : Rwp= 33.96% GoF= 75.04 nGoF= 21.89 ( 55 reflections, 17 extinct) [same extinctions as:P n m 21]\n", + " (# 59) P n m m :2 : Rwp= 33.96% GoF= 75.04 nGoF= 21.89 ( 55 reflections, 17 extinct) [same extinctions as:P n m 21]\n", + " (# 59) P m n m :1 : Rwp= 38.34% GoF= 95.70 nGoF= 30.87 ( 56 reflections, 17 extinct) [same extinctions as:P m n 21]\n", + " (# 59) P m n m :2 : Rwp= 38.34% GoF= 95.70 nGoF= 30.87 ( 56 reflections, 17 extinct) [same extinctions as:P m n 21]\n", + " (# 60) P b c n : Rwp= 40.76% GoF= 107.58 nGoF= 16.57 ( 41 reflections, 39 extinct)\n", + " (# 60) P c a n : Rwp= 61.85% GoF= 247.55 nGoF= 54.04 ( 40 reflections, 39 extinct)\n", + " (# 60) P n c a : Rwp= 43.69% GoF= 123.68 nGoF= 27.07 ( 42 reflections, 39 extinct)\n", + " (# 60) P n a b : Rwp= 63.61% GoF= 262.01 nGoF= 61.32 ( 41 reflections, 39 extinct)\n", + " (# 60) P b n a : Rwp= 56.10% GoF= 203.21 nGoF= 42.84 ( 41 reflections, 39 extinct)\n", + " (# 60) P c n b : Rwp= 62.60% GoF= 253.04 nGoF= 58.20 ( 41 reflections, 39 extinct)\n", + " (# 61) P b c a : Rwp= 48.24% GoF= 150.61 nGoF= 26.51 ( 40 reflections, 39 extinct)\n", + " (# 61) P c a b : Rwp= 64.33% GoF= 267.64 nGoF= 57.46 ( 39 reflections, 39 extinct)\n", + " (# 62) P n m a : Rwp= 43.68% GoF= 123.69 nGoF= 30.91 ( 48 reflections, 27 extinct) [same extinctions as:P n 21 a]\n", + " (# 62) P m n b : Rwp= 46.42% GoF= 139.73 nGoF= 37.88 ( 49 reflections, 27 extinct) [same extinctions as:P 21 n b]\n", + " (# 62) P b n m : Rwp= 51.58% GoF= 172.27 nGoF= 39.53 ( 46 reflections, 31 extinct) [same extinctions as:P b n 21]\n", + " (# 62) P c m n : Rwp= 44.05% GoF= 125.70 nGoF= 26.12 ( 47 reflections, 27 extinct) [same extinctions as:P c 21 n]\n", + " (# 62) P m c n : Rwp= 9.95% GoF= 6.44 nGoF= 0.67 ( 49 reflections, 27 extinct) [same extinctions as:P 21 c n]\n", + " (# 62) P n a m : Rwp= 61.14% GoF= 242.72 nGoF= 63.64 ( 46 reflections, 31 extinct) [same extinctions as:P n a 21]\n", + " (# 63) C m c m : Rwp= 64.36% GoF= 276.37 nGoF= 40.65 ( 27 reflections, 93 extinct) [same extinctions as:C m c 21]\n", + " (# 63) C c m m : Rwp= 72.52% GoF= 350.68 nGoF= 50.24 ( 26 reflections, 93 extinct) [same extinctions as:C c m 21]\n", + " (# 63) A m m a : Rwp= 62.85% GoF= 259.63 nGoF= 43.46 ( 29 reflections, 91 extinct) [same extinctions as:A 21 m a]\n", + " (# 63) A m a m : Rwp= 85.31% GoF= 478.01 nGoF= 77.38 ( 28 reflections, 93 extinct) [same extinctions as:A 21 a m]\n", + " (# 63) B b m m : Rwp= 72.89% GoF= 340.67 nGoF= 55.83 ( 28 reflections, 93 extinct) [same extinctions as:B b 21 m]\n", + " (# 63) B m m b : Rwp= 71.15% GoF= 324.80 nGoF= 54.70 ( 29 reflections, 91 extinct) [same extinctions as:B m 21 b]\n", + " (# 64) C m c a : Rwp= 66.43% GoF= 293.90 nGoF= 38.64 ( 24 reflections, 97 extinct) [same extinctions as:C 2 c b]\n", + " (# 64) C c m b : Rwp= 73.47% GoF= 359.36 nGoF= 45.80 ( 23 reflections, 97 extinct) [same extinctions as:C c 2 a]\n", + " (# 64) A b m a : Rwp= 67.31% GoF= 299.08 nGoF= 39.85 ( 24 reflections, 97 extinct) [same extinctions as:A c 2 a]\n", + " (# 64) A c a m : Rwp= 85.45% GoF= 481.44 nGoF= 63.89 ( 23 reflections, 99 extinct) [same extinctions as:A b a 2]\n", + " (# 64) B b c m : Rwp= 72.91% GoF= 341.08 nGoF= 47.88 ( 24 reflections, 99 extinct) [same extinctions as:B b a 2]\n", + " (# 64) B m a b : Rwp= 71.23% GoF= 325.70 nGoF= 47.24 ( 25 reflections, 97 extinct) [same extinctions as:B 2 c b]\n", + " (# 65) C m m m : Rwp= 67.49% GoF= 304.79 nGoF= 50.24 ( 32 reflections, 84 extinct) [same extinctions as:C 2 2 2]\n", + " (# 65) A m m m : Rwp= 84.59% GoF= 471.25 nGoF= 88.31 ( 33 reflections, 85 extinct) [same extinctions as:A 2 2 2]\n", + " (# 65) B m m m : Rwp= 71.14% GoF= 325.42 nGoF= 62.22 ( 33 reflections, 85 extinct) [same extinctions as:B 2 2 2]\n", + " (# 66) C c c m : Rwp= 70.67% GoF= 332.61 nGoF= 45.35 ( 24 reflections, 99 extinct) [same extinctions as:C c c 2]\n", + " (# 66) A m a a : Rwp= 73.18% GoF= 351.38 nGoF= 54.22 ( 26 reflections, 97 extinct) [same extinctions as:A 2 a a]\n", + " (# 66) B b m b : Rwp= 72.91% GoF= 340.45 nGoF= 51.86 ( 26 reflections, 97 extinct) [same extinctions as:B b 2 b]\n", + " (# 67) C m m a : Rwp= 69.12% GoF= 319.10 nGoF= 48.46 ( 29 reflections, 88 extinct) [same extinctions as:C 2 m b]\n", + " (# 67) C m m b : Rwp= 69.12% GoF= 319.10 nGoF= 48.46 ( 29 reflections, 88 extinct) [same extinctions as:C 2 m b]\n", + " (# 67) A b m m : Rwp= 84.63% GoF= 473.64 nGoF= 75.08 ( 28 reflections, 91 extinct) [same extinctions as:A b m 2]\n", + " (# 67) A c m m : Rwp= 84.63% GoF= 473.64 nGoF= 75.08 ( 28 reflections, 91 extinct) [same extinctions as:A b m 2]\n", + " (# 67) B m c m : Rwp= 71.17% GoF= 325.88 nGoF= 54.72 ( 29 reflections, 91 extinct) [same extinctions as:B m a 2]\n", + " (# 67) B m a m : Rwp= 71.17% GoF= 325.88 nGoF= 54.72 ( 29 reflections, 91 extinct) [same extinctions as:B m a 2]\n", + " (# 68) C c c a :1 : Rwp= 71.81% GoF= 342.90 nGoF= 40.95 ( 21 reflections, 103 extinct)\n", + " (# 68) C c c a :2 : Rwp= 71.81% GoF= 342.90 nGoF= 40.95 ( 21 reflections, 103 extinct) [same extinctions as:C c c a :1]\n", + " (# 68) C c c b :1 : Rwp= 71.81% GoF= 342.90 nGoF= 40.95 ( 21 reflections, 103 extinct) [same extinctions as:C c c a :1]\n", + " (# 68) C c c b :2 : Rwp= 71.81% GoF= 342.90 nGoF= 40.95 ( 21 reflections, 103 extinct) [same extinctions as:C c c a :1]\n", + " (# 68) A b a a :1 : Rwp= 75.25% GoF= 376.53 nGoF= 45.61 ( 21 reflections, 103 extinct)\n", + " (# 68) A b a a :2 : Rwp= 75.25% GoF= 376.53 nGoF= 45.61 ( 21 reflections, 103 extinct) [same extinctions as:A b a a :1]\n", + " (# 68) A c a a :1 : Rwp= 75.25% GoF= 376.53 nGoF= 45.61 ( 21 reflections, 103 extinct) [same extinctions as:A b a a :1]\n", + " (# 68) A c a a :2 : Rwp= 75.25% GoF= 376.53 nGoF= 45.61 ( 21 reflections, 103 extinct) [same extinctions as:A b a a :1]\n", + " (# 68) B b c b :1 : Rwp= 72.97% GoF= 341.22 nGoF= 43.94 ( 22 reflections, 103 extinct)\n", + " (# 68) B b c b :2 : Rwp= 72.97% GoF= 341.22 nGoF= 43.94 ( 22 reflections, 103 extinct) [same extinctions as:B b c b :1]\n", + " (# 68) B b a b :1 : Rwp= 72.97% GoF= 341.22 nGoF= 43.94 ( 22 reflections, 103 extinct) [same extinctions as:B b c b :1]\n", + " (# 68) B b a b :2 : Rwp= 72.97% GoF= 341.22 nGoF= 43.94 ( 22 reflections, 103 extinct) [same extinctions as:B b c b :1]\n", + " (# 69) F m m m : Rwp= 76.55% GoF= 388.57 nGoF= 35.98 ( 16 reflections, 127 extinct) [same extinctions as:F 2 2 2]\n", + " (# 70) F d d d :1 : Rwp= 80.95% GoF= 445.23 nGoF= 28.01 ( 11 reflections, 139 extinct)\n", + " (# 70) F d d d :2 : Rwp= 80.95% GoF= 445.23 nGoF= 28.01 ( 11 reflections, 139 extinct) [same extinctions as:F d d d :1]\n", + " (# 71) I m m m : Rwp= 72.54% GoF= 338.13 nGoF= 64.30 ( 32 reflections, 87 extinct) [same extinctions as:I 2 2 2]\n", + " (# 72) I b a m : Rwp= 74.13% GoF= 353.50 nGoF= 47.79 ( 23 reflections, 99 extinct) [same extinctions as:I b a 2]\n", + " (# 72) I m c b : Rwp= 73.52% GoF= 348.04 nGoF= 51.53 ( 25 reflections, 97 extinct) [same extinctions as:I 2 c b]\n", + " (# 72) I c m a : Rwp= 74.95% GoF= 359.44 nGoF= 51.01 ( 24 reflections, 97 extinct) [same extinctions as:I c 2 a]\n", + " (# 73) I b c a : Rwp= 74.99% GoF= 361.16 nGoF= 42.54 ( 20 reflections, 103 extinct)\n", + " (# 73) I c a b : Rwp= 74.99% GoF= 361.16 nGoF= 42.54 ( 20 reflections, 103 extinct) [same extinctions as:I b c a]\n", + " (# 74) I m m a : Rwp= 73.52% GoF= 346.76 nGoF= 59.78 ( 29 reflections, 91 extinct) [same extinctions as:I 2 m b]\n", + " (# 74) I m m b : Rwp= 73.52% GoF= 346.76 nGoF= 59.78 ( 29 reflections, 91 extinct) [same extinctions as:I 2 m b]\n", + " (# 74) I b m m : Rwp= 74.10% GoF= 351.89 nGoF= 56.07 ( 27 reflections, 93 extinct) [same extinctions as:I b m 2]\n", + " (# 74) I c m m : Rwp= 74.10% GoF= 351.89 nGoF= 56.07 ( 27 reflections, 93 extinct) [same extinctions as:I b m 2]\n", + " (# 74) I m c m : Rwp= 72.53% GoF= 339.35 nGoF= 56.25 ( 28 reflections, 93 extinct) [same extinctions as:I m a 2]\n", + " (# 74) I m a m : Rwp= 72.53% GoF= 339.35 nGoF= 56.25 ( 28 reflections, 93 extinct) [same extinctions as:I m a 2]\n", + "Restoring best spacegroup: P 21 c n\n" + ] + }, + { + "data": { + 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", 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\n", + " Figure\n", + "
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\n", + " " + ], + "text/plain": [ + "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "#px.SetMaxSinThetaOvLambda(0.3) # This can be used to change the number of used reflections\n", "spgex = SpaceGroupExplorer(pdiff)\n", @@ -211,9 +808,36 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 7, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "UnitCell : (P m c n)\n", + " Cell dimensions : 5.39782 6.95807 8.47841 90.00000 90.00000 90.00000\n", + "List of scattering components (atoms): 6\n", + "Pb at : 0.2500 0.2500 0.2500, Occup=1.0000 * 0.5000, ScattPow:Pb , Biso= 1.0000\n", + "S at : -0.0000 0.0000-0.0000, Occup=1.0000 * 0.5000, ScattPow:S , Biso= 1.5000\n", + "O1 at : -0.0000 0.0000 0.1769, Occup=1.0000 * 1.0000, ScattPow:O , Biso= 2.0000\n", + "O2 at : -0.0000 0.2033-0.0589, Occup=1.0000 * 1.0000, ScattPow:O , Biso= 2.0000\n", + "O3 at : 0.2270-0.1017-0.0589, Occup=1.0000 * 0.5000, ScattPow:O , Biso= 2.0000\n", + "O4 at : -0.2270-0.1017-0.0589, Occup=1.0000 * 0.5000, ScattPow:O , Biso= 2.0000\n", + "\n", + "Occupancy = occ * dyn, where:\n", + " - occ is the 'real' occupancy\n", + " - dyn is the dynamical occupancy correction, indicating either\n", + " an atom on a special position, or several identical atoms \n", + " overlapping (dyn=0.5 -> atom on a symetry plane / 2fold axis..\n", + " -> OR 2 atoms strictly overlapping)\n", + "\n", + " Total number of components (atoms) in one unit cell : 32\n", + " Chemical formula: O3 Pb0.5 S0.5\n", + " Weight: 167.635 g/mol\n" + ] + } + ], "source": [ "pb = ScatteringPowerAtom(\"Pb\", \"Pb\", 1.0)\n", "s = ScatteringPowerAtom(\"S\", \"S\", 1.5)\n", @@ -244,14 +868,65 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 8, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + " % Total % Received % Xferd Average Speed Time Time Time Current\n", + " Dload Upload Total Spent Left Speed\n", + "100 17902 100 17902 0 0 79398 0 --:--:-- --:--:-- --:--:-- 79564\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Imported powder pattern: 2920 points, 2theta= 10.000 -> 155.950, step= 0.050\n", + "No background, adding one automatically\n", + "Selected PowderPatternDiffraction: with Crystal: \n", + "Profile fitting finished.\n", + "Remember to use SetExtractionMode(False) on the PowderPatternDiffraction object\n", + "to disable profile fitting and optimise the structure.\n", + "Fit result: Rw= 9.81% Chi2= 4134.04 GoF= 1.42 LLK= 282.992\n" + ] + }, + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "f6348c1b44a24ff3bbf5ddce5ca1604e", + "version_major": 2, + "version_minor": 0 + }, + "image/png": 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dhdFopG/fvuzZsyd425EjR7jllltITU0lKSmJrl278uGHH8b6ZYiLjARCIYQQQgghEsD06dP53//9X9544w127txJx44dufHGG8O2DZk2bRp/+ctf2LZtG5mZmYwePRq32w3Aww8/jNPp5PPPP2fPnj08//zzJCcnx+vliIuErCEUQgghhBBNWmlpKfv27Yv5815++eXBvfZqcu7cORYvXszSpUsZMWIEAK+99hrr1q3j9ddfp3fv3gA89dRTDBs2DIA33niD1q1b88477zB27FiOHj3Kr371K7p37w7ApZde2givSjQ1EgiFEEIIIUSTtm/fPnr27Bnz592xYwfXXHNNrc796aefcLvdXHvttcFjOp2OPn36sHfv3mAg7N+/f/D2tLQ0OnfuzN69ewHIzc3loYce4uOPP2bo0KH86le/4sorr2zAVySaIgmEQgghhBCiSbv88svZsWNHXJ63thRFASpv1q4oSo0buAduv//++7nxxhv54IMP+Pjjj5k7dy4vvPACkydPruPIRXMigVAIIYQQoqnyry0DQFGghmDRVJnN5lpX6uKlY8eO6PV6vvzyS+666y4A3G4327dv59FHHw2et2XLFtq0aQNAYWEhP/zwQ1jwzMnJ4cEHH+TBBx/kiSee4LXXXpNAKKolgVAIIYQQoqkqKjr/udsNen38xiKqlZSUxEMPPcS0adNIS0ujTZs2/OlPf6K0tJT77ruPb775BoD/+q//Ij09nZYtW/KHP/yBjIwMfvnLXwLw6KOPMmLECC677DIKCwvZsGEDXbp0ieOrEhcDCYRCCCGEEE2Vw3H+c5dLAmGCe+655/D5fEyYMIHi4mJ69erFRx99RGpqatg5v/vd7zhw4ABXXXUV7733Hnr/z9Xr9fLwww9z/PhxrFYrN910E/Pnz4/XyxEXCZUSmLAsLkpFRUXYbDYcDgdWqzXewxFCCCFEIvn2W/B3nOTMGUhPj+94YqC8vJxDhw7Rvn17jEZjvIcjqlHdz0qucWNH9iEUQgghhGiqPJ7zn7tc8RuHECJhSSAUQgghhGiqJBAKIWoggVAIIYQQoqkKDYROZ/zGIYRIWBIIhRBCCCGaKqkQCiFqIIFQCCGEEKKpkgqhEKIGEgiFEEIIIZoqr/f851IhFEJEIYFQCCGEEKKpkgqhEKIGEgiFEEIIIZoqWUMohKiBBEIhhBBCiKZKKoTNxuzZs+nRo0e8hyEuQhIIhRBCCCGaqlpUCDdu3MjQoUOZMmUKH3/8MVdffTWDBg3iq6++itEghRDxJIEwwty5c+nduzcWi4XMzEx++ctfsn///rBzJk6ciEqlCvvo169f2DlOp5PJkyeTkZFBUlISo0eP5vjx42HnFBYWMmHCBGw2GzabjQkTJmC32xv7JQohhBCiuahFhXDGjBksWbKE3/zmN9xzzz28//77vP322zzxxBMxGqQQIp4kEEbYuHEjDz/8MFu2bGHdunV4PB6GDx/OuXPnws676aabyMvLC358+OGHYbc/+uijvPPOO6xevZovv/ySkpISRo0ahTek29ddd93F7t27Wbt2LWvXrmX37t1MmDAhJq9TCCGEEM1ALSqERqORnJwcunfvTpcuXWjdujVpaWloNJoYDVIE+Hw+nn/+eTp27IjBYKBNmzY8++yzQEVwv+yyyzCbzVx66aXMmjULt9td7eP9z//8D127dsVgMJCdnc0jjzwSi5chLjLaeA8g0axduzbs6yVLlpCZmcmOHTu4/vrrg8cNBgNZWVlRH8PhcPD666+zfPlyhg4dCsCKFSvIycnhk08+4cYbb2Tv3r2sXbuWLVu20LdvXwBee+01+vfvz/79++ncuXMjvUIhhBBCNBu1CIRZWVl4vV40Gg0bNmzw382Dz+eLxQhFiCeeeILXXnuN+fPnc91115GXl8e+ffsAsFgsLF26lFatWrFnzx4eeOABLBYL06dPj/pYixcvZsqUKTz33HOMGDECh8PBpk2bYvlyxEVCAmENHA4HAGlpaWHHP/vsMzIzM0lJSWHgwIE8++yzZGZmArBjxw7cbjfDhw8Pnt+qVSu6devG5s2bufHGG/nqq6+w2WzBMAjQr18/bDYbmzdvrjIQOp1OnCFTPoqKihrstQohhBCiiQkEQrU6fE/CEKtXr650TKvVsm7dusYcmYhQXFzMwoULeemll7jnnnsA6NChA9dddx0AM2fODJ7brl07pk6dyj/+8Y8qA+Ef//hHpk6dyu9+97vgsd69ezfiKxAXKwmE1VAUhSlTpnDdddfRrVu34PERI0bw61//mrZt23Lo0CFmzZrFDTfcwI4dOzAYDOTn56PX60lNTQ17vJYtW5Kfnw9Afn5+MECGyszMDJ4Tzdy5c3n66acb6BUKIYQQoknzeCrCoF4fXi2sBa22CV0mlpaCv9IWU5dfDmZzrU7du3cvTqeTIUOGRL39rbfeYsGCBfz444+UlJTg8XiwWq1Rzz116hQnTpyo8rGECNWE/tIb3iOPPMK///1vvvzyy7Djd9xxR/Dzbt260atXL9q2bcsHH3zAbbfdVuXjKYqCSqUKfh36eVXnRHriiSeYMmVK8OuioiJycnJq9XqEEEII0cx4PKDRgFZb50DYpOzbBz17xv55d+yAa66p1akmk6nK27Zs2cKdd97J008/zY033ojNZmP16tW88MILdX4sISJJIKzC5MmTee+99/j8889p3bp1tedmZ2fTtm1bDhw4AFTMxXe5XBQWFoZVCU+dOsWAAQOC55w8ebLSY50+fZqWLVtW+VwGgwGDwVCflySEEEKI5sbrrQiDzT0QXn55RTiLx/PWUqdOnTCZTKxfv577778/7LZNmzbRtm1b/vCHPwSPHTlypMrHslgstGvXjvXr1zN48OC6j1s0KxIIIyiKwuTJk3nnnXf47LPPaN++fY33OXv2LMeOHSM7OxuAnj17otPpWLduHWPHjgUgLy+Pb7/9lj/96U8A9O/fH4fDwdatW+nTpw8AX3/9NQ6HIxgahRBCCHFx2rVrF7NmzUKn0zFt2rTg/9vvu+8+Xn/99dgNxOPBDbhcLpKqCITr1q1j5syZaDQacnNzufPOOwEYOXIkH3zwQezG2pjM5lpX6uLFaDQyY8YMpk+fjl6v59prr+X06dN89913dOzYkaNHj7J69Wp69+7NBx98wDvvvFPt482ePZsHH3yQzMxMRowYQXFxMZs2bWLy5MkxekXiYiGBMMLDDz/MqlWrePfdd7FYLMH1fDabDZPJRElJCbNnz+ZXv/oV2dnZHD58mN///vdkZGRw6623Bs+97777mDp1Kunp6aSlpfHYY4/RvXv3YNfRLl26cNNNN/HAAw/wyiuvAPDb3/6WUaNGSYdRIYQQ4iKXm5vLkiVL0Gq1TJs2jS1btjBlyhQOHjwY24F4PBSXleEEdGVl6KOc8tRTT/HRRx+h1+uZOXMmmzZtYuHChZSWlsZ2rIJZs2ah1Wp58sknOXHiBNnZ2Tz44IPcd999/Od//iePPPIITqeTkSNHMmvWLGbPnl3lY91zzz2Ul5czf/58HnvsMTIyMrj99ttj92LERUOlKIoS70EkkqrW7y1ZsoSJEydSVlbGL3/5S3bt2oXdbic7O5vBgwfzzDPPhK3lKy8vZ9q0aaxatYqysjKGDBnCyy+/HHZOQUEBubm5vPfeewCMHj2al156iZSUlFqPt6ioCJvNhsPhqHJhsRBCCCFi6/rrr+fzzz8Pfj179mx+/vln9u3bxxdffBG7gcyZw+mZM3EqCmX/7//RadWqSqf84he/CBvT0qVL+d///V/y8/PZtm1b7MbaQMrLyzl06BDt27fHaDTGeziiGtX9rOQaN3akQhihpnxsMpn46KOPanwco9HIokWLWLRoUZXnpKWlsWLFijqPUQghhBCJLTMzk8OHD9OuXTugIhCuWLGC5cuXx3YgHg9elQqPolBUWBj1lB49eoSNdeLEibRt25aHHnoohgMVQsSLOt4DEEIIIYRoat56661gwAoYP3485eXlMR2H1+nE5fPh8X8ezaJFiyqNdfDgwcEN0YUQTZsEQiGEEEKIJqrEbscDFYHQ5Yr3cIQQCUgCoRBCCCFEE1V+7lwwEPokEAohopBAKIQQQgjRRHnLy4OBUKljIAx0WhdCNG0SCIUQQgghYmT48OExfT6P04kHQKPB53bX6b533313o4xJCJFYpMuoEEIIIUQDGzt2bKVjiqKwZ8+emI7D6w+Eap2uygphnz59Kh1TFIUDBw408uiEEIlAAqEQQgghRAPbtm0bGzZsQK0+PxlLURQmTJgQ03F4XS68gEanQ6miQlhcXMyePXvQasMvC4cNGxaDEQoh4k0CoRBCCCFEA5s2bRoWi4WMjIyw44888khMx+HzVwiNOh2KxxP1nDlz5lBcXExqamrY8ZkzZ8ZghEKIeJM1hEIIIYQQDWzSpEmVwiDAHXfcEdNx+FwufCoV6HRQRYXw1ltvrRQGAQYOHNjYwxMNaPbs2fTo0aNRn2Pp0qWkpKQ06nOI2JNAKIQQQgjRRPlcLnwaDWg0KF5vvIcjhEhAEgiFEEIIIZoon9uNotGg0mqhiimjQojmTQKhEEIIIUSMFBcXx/T5FJcLNBrQ6VBJIEx4Pp+P559/no4dO2IwGGjTpg3PPvssADNmzOCyyy7DbDZz6aWXMmvWLNw1bCXyP//zP3Tt2hWDwUB2dnaNa1gLCwu5++67SU1NxWw2M2LEiKjdZv/5z39y2WWXYTQaGTZsGMeOHQve9s033zB48GAsFgtWq5WePXuyffv2enw3RKxIIBRCCCGEaGDLli2je/fuXHPNNTz33HPB42PGjInpOBS3G0WrRaXToarjlNETJ0400qhEVZ544gmef/55Zs2axffff8+qVato2bIlABaLhaVLl/L999+zcOFCXnvtNebPn1/lYy1evJiHH36Y3/72t+zZs4f33nuPjh07Vvv8EydOZPv27bz33nt89dVXKIrCzTffHBY8S0tLefbZZ3njjTfYtGkTRUVF3HnnncHbx40bR+vWrdm2bRs7duzg8ccfR6fTXeB3RjQm6TIqhBBCCNHAFi9ezM6dO9HpdLz44ovcfvvtLFu2DEVRYjoOxeOBWgTCDz/8MPx+isLs2bN5+umnufnmmxt7mIKK6vHChQt56aWXuOeeewDo0KED1113HRDe9bVdu3ZMnTqVf/zjH0yfPj3q4/3xj39k6tSp/O53vwse6927d5XPf+DAAd577z02bdrEgAEDAFi5ciU5OTn885//5Ne//jUAbrebl156ib59+wLwxhtv0KVLF7Zu3UqfPn04evQo06ZN4/LLLwegU6dO9f2WiBiRQCiEEEII0cDUanWwKpKbm8sVV1zBiBEjKCgoiO1AahkIJ06cSK9evejXr18wtNrtdrZv3y6BMEb27t2L0+lkyJAhUW9/6623WLBgAT/++CMlJSV4PB6sVmvUc0+dOsWJEyeqfKwHH3yQFStWBL8uKSlh7969aLXaYNADSE9Pp3Pnzuzduzd4TKvV0qtXr+DXl19+OSkpKezdu5c+ffowZcoU7r//fpYvX87QoUP59a9/TYcOHer0vRCxJYFQCCGEEKKBjRw5ksOHD9OuXTsAhg4dSnZ2NlOnTo3pOBSPB5Vej1qnQ+3zVXneoUOHePHFF9mzZw+TJ0+mf//+fP311zz55JMxHG3jeuhfD/Fz8c8xe75LLJeweNTiWp9vMpmqvG3Lli3ceeedPP3009x4443YbDZWr17NCy+8UOfHAviv//ovHnvssbBjVVWvFUVBpVKFHYv8OvTY7Nmzueuuu/jggw/4v//7P5566ilWr17NrbfeWu2YRPxIIBRCCCGEaGC///3vKx3r2rUra9eujek4VB4PJCWh0unQAF6vF41GU+m8pKQknnjiieC0xfnz52O322M61sZWl3AWD506dcJkMrF+/Xruv//+sNs2bdpE27Zt+cMf/hA8duTIkSofy2Kx0K5dO9avX8/gwYMr3Z6ZmUlmZmbYsSuuuAKPx8PXX38dnDJ69uxZfvjhB7p06RI8z+PxsH37dvr06QPA/v37sdvtwSmiAJdddhmXXXYZ//mf/8n/+3//jyVLlkggTGASCIUQQgghGtunn8Lf/gYrV8b0aVVeLyr/lFEt4HK5qq0eWSwWZs6cSVFREfv27YvdQAVGo5EZM2Ywffp09Ho91157LadPn+a7776jY8eOHD16lNWrV9O7d28++OAD3nnnnWofb/bs2Tz44INkZmYyYsQIiouL2bRpE5MnT456fqdOnRgzZgwPPPAAr7zyChaLhccff5xLLrkkrBmSTqdj8uTJvPjii+h0Oh555BH69etHnz59KCsrY9q0adx+++20b9+e48ePs23bNn71q1816PdKNCzpMiqEEEII0djGj4dVq2L+tCqfr2INoV6PFnA6nbW6n9VqDVaAROzMmjWLqVOn8uSTT9KlSxfuuOMOTp06xZgxY/jP//xPHnnkEXr06MHmzZuZNWtWtY91zz33sGDBAl5++WW6du3KqFGjom4hEWrJkiX07NmTUaNG0b9/fxRF4cMPPwzrEmo2m5kxYwZ33XUX/fv3x2QysXr1agA0Gg1nz57l7rvv5rLLLmPs2LGMGDGCp59++sK/OaLRqJRYt7sSDaqoqAibzYbD4ahyYbEQQggh4qxtWzh6FMrLwWCI2dN+ZzZTeOmltLr0Us69/z6Z+fnBbQyaqvLycg4dOkT79u0xGo3xHo6oRnU/K7nGjR2pEAohhBBCNDatf5VOUVFMn1bjrxCq/WsIa1shFEI0HxIIhRBCCCEaW6CRS4wDodrnQ6XTofZPGXW5XHW6//DhwxtnYEKIhCFNZYQQQgghGlugQuhwxPRp1YpSUSH0B8KyKiqEY8eOrXRMURT27NnTyCMUQsSbBEIhhBBCiMYWaMoR6ymjioJKr0dTQ1OZbdu2sWHDBtTq85PHFEVhwoQJMRqpECJeJBAKIYQQQjS2OK4hVOl0aAwGFKoOhNOmTcNisZCRkRF2/JFHHonBKIUQ8SSBUAghhBCiscUrEALqWqwhnDRpUtTjd9xxR+MNrpFJI/3EJz+jxCBNZYQQQgghGpvXW/HfOKwhVOl0aIzGOu1DeDHT+Bv41LWBjoi90tJSgLB9DkXsSYVQCCGEEKKx+S98Y1kh9Hq9aKGiOljDlNGmRKvVYjabOX36NDqdLmxdpEgMiqJQWlrKqVOnSElJCYZ4ER8SCIUQQgghGlsgEBYXx+wp3W53MBBq/Jt+VxcInU4n3333HQUFBaSlpdGtWzf0en2MRttwVCoV2dnZHDp0iCNHjsR7OKIaKSkpZGVlxXsYzZ4EQiGEEEKIxhYIhG53zJ7S5XKFVQgDx6JZvnw5ixcvpnfv3litVux2Ozt37uShhx5i/PjxMRtzQ9Hr9XTq1EmmjSYwnU4nlcEEIYFQCCGEEKKxBQJhDAOK0+kkGX8gNBqrnTL6yiuv8OWXX4ZNr/R4PAwaNOiiDIQAarUao78yKoSomkyqjjB37lx69+6NxWIhMzOTX/7yl+zfvz/sHEVRmD17Nq1atcJkMjFo0CC+++67sHOcTieTJ08mIyODpKQkRo8ezfHjx8POKSwsZMKECdhsNmw2GxMmTMButzf2SxRCCCFELClKXCuEGr2+Ytoo4Cwri3quyWRi48aNwa8VRWHjxo0SqIRoBiQQRti4cSMPP/wwW7ZsYd26dXg8HoYPH865c+eC5/zpT39i3rx5vPTSS2zbto2srCyGDRtGcci6gEcffZR33nmH1atX8+WXX1JSUsKoUaPwBrqMAXfddRe7d+9m7dq1rF27lt27d8sGsEIIIURT43RWhEKIaYXQ5XSiAzQGQ3DbC3d5edRzly9fzrvvvsu1115Lv379uP766/nXv/7FihUrYjZeIUR8yJTRCGvXrg37esmSJWRmZrJjxw6uv/56FEVhwYIF/OEPf+C2224D4I033qBly5asWrWK//iP/8DhcPD666+zfPlyhg4dCsCKFSvIycnhk08+4cYbb2Tv3r2sXbuWLVu20LdvXwBee+01+vfvz/79++ncuXNsX7gQQgghGkdoCIxlIPSHP7VeHwyEnioCYVZWFgsWLAh+/eyzz2I2m6XhhxDNgFQIa+Dw7xeUlpYGwKFDh8jPz2f48OHBcwwGAwMHDmTz5s0A7NixA7fbHXZOq1at6NatW/Ccr776CpvNFgyDAP369cNmswXPEUIIIUQTEBoCYzll1D9NVWMwgL95h7uKKaORZs6cyZQpU/jhhx8abXxCiMQggbAaiqIwZcoUrrvuOrp16wZAfn4+AC1btgw7t2XLlsHb8vPz0ev1pKamVntOZmZmpefMzMwMnhON0+mkqKgo7EMIIYQQCSw0BMawQhgIf2FTRmsRCJXA9Fbg5MmTjTM4IUTCkEBYjUceeYR///vf/P3vf690m0qlCvtaUZRKxyJFnhPt/JoeZ+7cucEmNDabjZycnJpehhBCCCHiKRAIjcaYVggD6wW1RmONU0ZDnTlzJvh5aaAZjhCiyZJAWIXJkyfz3nvv8emnn9K6devg8cBc+sgq3qlTp4JVw6ysLFwuF4WFhdWeE+1dt9OnT1eqPoZ64okncDgcwY9jx47V7wUKIYQQIjYCVcGkpLhUCOsaCEM3c5dAKETTJ4EwgqIoPPLII7z99tts2LCB9u3bh93evn17srKyWLduXfCYy+Vi48aNDBgwAICePXui0+nCzsnLy+Pbb78NntO/f38cDgdbt24NnvP111/jcDiC50RjMBiwWq1hH0IIIYRIYIGqYFJSbCuEUaaM+moRSI8ePRr8XAKhEE2fdBmN8PDDD7Nq1SreffddLBZLsBJos9kwmUyoVCoeffRR5syZQ6dOnejUqRNz5szBbDZz1113Bc+97777mDp1Kunp6aSlpfHYY4/RvXv3YNfRLl26cNNNN/HAAw/wyiuvAPDb3/6WUaNGSYdRIYQQoikJDYRxrhB6q9iYPtTp06dRqVQoiiKBUIhmQAJhhMWLFwMwaNCgsONLlixh4sSJAEyfPp2ysjImTZpEYWEhffv25eOPP8ZisQTPnz9/PlqtlrFjx1JWVsaQIUNYunQpGn+XL4CVK1eSm5sb7EY6evRoXnrppcZ9gUIIIYSIrThNGQ1MD9WZTFVWCHft2sWsWbPQ6XRMmzaNAQMGUFhYiE6nQ6vVSiAUohmQQBghtLNWVVQqFbNnz2b27NlVnmM0Glm0aBGLFi2q8py0tDTZ8FUIIYRo6kIrhDHsDu6J0lTGGxEIc3NzWbJkCVqtlmnTprFlyxYKCgrQaDSYzWYJhEI0A7KGUAghhBCiMQUCodkc0wphYHqoNqRCGDllVKVS0bFjR9q1a8eaNWsoKirivffeQ6PRkJSUJIFQiGZAAqEQQgghRGMKnTIaj6Yyen2VU0YzMzM5fPhw8OvZs2djsVgoLS2VCqEQzYRMGRVCCCGEaEz+EHhOpSIpDhVClVZbZSB86623Kt3PYrEwduxYDhw4IIFQiGZAKoRCCCGEEI3JH8KWrlmDEodASDWBMJqCggK6KgqXqtUSCIVoBqRCKIQQQgjRmAIVQkBxOlHF6GnDAmGgy7nHU+P9CgsLmfmPfwBwe5s2jTU8IUSCkAqhEEIIIUQjClQFzwG+WuwD2FA89awQmgsKgp+nnjrVKGMTQiQOCYRCCCGEEI3IWVwMVATCWDaViTZlVIl4/jfffJOrr76a8ePH88Ybb9C5c2dOlZTwnv92Uwy3yRBCxIdMGRVCCCGEaESuc+cwAqWAKoaBMFgNrCYQvvDCC2zatIni4mJ69OjBnj17WNSiBX8GRgNqWUMoRJMnFUIhhBBCiEbkLi3FDTgBjc8HihKT561NIDSZTJjNZlq2bMmQIUPQ6XR0AzAaAdD4t64QQjRdEgiFEEIIIRpRIBAGo1iMqoRRu4xGNJXp0aMHXq8XgBUrVlBaWkoHwGKzAaApL4/JWIUQ8SOBUAghhBCiEXlKS3EBRoul4kCMtp6IViFURQTCBQsWoAl0IAXOnTtHJ+DF227DrdWii2ETHCFEfEggFEIIIYRoRJ6yMtxAUkpKxYEYVQiD00OrmTIaqbS4GAugTkvDo9dLIBSiGZBAKIQQQgjRiLxlZbiA5LS0igOxrhBqNMFAWNM+hM7TpwHQpqXhMRrRu90oMVrzKISID+kyKoQQQgjRiDzl5bgBS3p6xYFYVQgDgVCnqzYQOp1OvvvuOwoKCji2fTtXAbqMDDwmE+aCAtxuN3q9PiZjFkLEngRCIYQQQohG5PMHQmtGRsWBGFUIw6aMBtYJer0oioJKpQJg+fLlLF68mN69e2O1Wvnu88/5GzD+3/9mrNlMMlBaWiqBUIgmTAKhEEIIIUQj8paX4wNsMQ6EwUqkTgcqFT61Gq3Ph8fjQafTAfDKK6/w5ZdfolZXrCJaP3s2Az//nF988gm/DgmEKYH1j0KIJkfWEAohhBBCNCKf04lHpcLs38rBF6NGLYrbjVelAn81UNFo0AKukEBqMpnYuHFj8GtvYSEbAXNyMiQlkURFIBRCNF0SCIUQQgghGpFSXo5XrcbkD4Sldntsntjjwac+f6mnqNVoAXfIGsbly5fz7rvvcu2119KvXz+mrF7Nv4CVy5aBxRKsEAohmi4JhEIIIYQQdbBx40aGDh3KlClT+Pjjj7n66qsZNGgQX331VdTzfS5XRSC0WgEodThiM1C3G29oIIxSIczKymLBggVs2rSJLVu2MP/aa/kzkNW+PWqLRSqEQjQDsoZQCCGEEKIOZsyYwZo1a7Db7QwfPpxt27ZhNpu57bbb+OyzzyrfweXCp9GgT06u+LKkJCbjVEVWCKMEwkr3KSqiWKUiVaVCYzZjAM5KIBSiSZNAKIQQQghRB0ajkZycHHJycujSpQutW7cGQBPo5BnJ5cKn1WIKBMJz52IzUI8HX+iYtFo0VB8I1aWlnNNoSAW0/kAoFUIhmjaZMiqEEEIIUQdZWVl4vV4ANmzYAIDH48Hn80W/g9uNT6NBl5RUcW6MAla9KoTl5bj899EmJUkgFKIZkAqhEEIIIUQdrF69utIxrVbLunXrot/B7UbRajH61xC6Y1ghVPzbSwCg1dYcCJ1O3P6qogRCIZoHqRAKIYQQQjQArTb6++wqfzDT+yuE7hgFLLXXixIxZTSyy2gklduNx38fjcmEHnDGaJsMIUR8SCAUQgghLtC4cePiPQSRwFRuN+h0wQphrKaMqr1efKEhtRYVQo3LhSdwH4MBA1BeXt6o4xRCxJdMGRVCCCFqafr06ZWOKYrC5s2b4zAacbFQeb2g0wW3nfCUlcXueSMqhDpqaCrjdlcKhFIhFKJpk0AohBBC1NLKlStZtWpVpeOffvppHEYj4mXdunXMnDkTjUZDbm4ud955JwAjR47kgw8+qHS+xuMBvR6jv8uoNwaB0OfzoVEUlJAKoUqvrzEQatzu81VFg6FiymiMAqwQIj4kEAohhBC1dO+999KlSxcyMzPDjt99991xGpGIh6eeeoqPPvoIvV7PzJkz2bRpEwsXLqyy+Yra5wO9Hq1OhwvwxmAKpsvlqrjIC50yqtPVHAg9HjxGY8UXBgMQuymuQoj4kDWEQgghRC0988wzlcIgQG5ubhxGI+JFo9GQkpKC2Wxm3rx59OzZkzFjxlBSxYbzaq8XtV4PENNAqIOwLqMqg6HGQKj1ePAF7uMfs1cCoRBNmgRCIYQQQog66NGjB4cPHw5+PXHiRKZMmUJxcXHU87U+Hyp/tc2tUqHEskIYGgj1evRU32VU4/Xi8wfBQIVQAqEQTZtMGRVCCCGEqINFixZVOjZ48GD27dsX9Xytz4faPw3To1Lhi0GTFqfTiQ7Cpoyqa7GGUOf1oviDYDAQyhpCIZo0qRAKIYQQQjQiraKgCazHU6vxxbBCqIqoENYUCPU+X6VA6JNAKESTJoEwis8//5xbbrmFVq1aoVKp+Oc//xl2+8SJE1GpVGEf/fr1CzvH6XQyefJkMjIySEpKYvTo0Rw/fjzsnMLCQiZMmIDNZsNmszFhwgTsdnsjvzohhBD1tW7dOvr27cuAAQNYvXp18PjIkSPjOCqRyNxuNzpA468QetVqqCaQNZTAGkJVxBpCg0pVfYXQ5wsGQQmEQjQPEgijOHfuHFdddRUvvfRSlefcdNNN5OXlBT8+/PDDsNsfffRR3nnnHVavXs2XX35JSUkJo0aNwuv1Bs+566672L17N2vXrmXt2rXs3r2bCRMmNNrrEkIIcWEC3SU/+eQTtm7dyuTJk/H5fFV2l2yOdu3axahRo7j11lvD9me877774jiqhud0Otm5cyeffPIJO3furDJklZWVoQPUJhNQEQiVGAVCLQQbwwCg06GvIRDqowVC2ZheiCZN1hBGMWLECEaMGFHtOQaDgaysrKi3ORwOXn/9dZYvX87QoUMBWLFiBTk5OXzyySfceOON7N27l7Vr17Jlyxb69u0LwGuvvUb//v3Zv38/nTt3btgXJYQQF4Fdu3Yxa9YsdDod06ZNY8CAAUBFmHj99dfjPLrz3SUB5s2bx9KlS6vtLtkc5ebmsmTJErRaLdOmTWPLli1MmTKFgwcPxntoDWb58uUsXryY3r17Y7Vasdvt7Ny5k4ceeojx48eHnVtWVkYyoA1UCDWamAVCHaAOqRCi09VYIdQrCip/eA2GSQmEQjRpEgjr6bPPPiMzM5OUlBQGDhzIs88+G2xFvmPHDtxuN8OHDw+e36pVK7p168bmzZu58cYb+eqrr7DZbMEwCNCvXz9sNhubN2+uMhA6nU6cIYvRi4qKGukVCiFE7CV6mAh0l2zXrh1QsYSgbdu2PPTQQ/EdWAJRqVR07NgRgDVr1jB79mweeOABPB5PnEfWcF555RW+/PJL1OrzE608Hg+DBg2qFAhLS0tJBbSBCqFGA9V0+WwoTqezYg1haIVQr68xEBoBVcQ+hMSgCY4QIn5kymg9jBgxgpUrV7JhwwZeeOEFtm3bxg033BAMavn5+ej1elJTU8Pu17JlS/Lz84PnRNvLKjMzM3hONHPnzg2uObTZbOTk5DTgKxNCiPgKhIl27dqxZs0aioqKEipMLFq0KBgGA6rrLtkcZWZmhm3JMHv2bAYOHMi2bdviN6gGZjKZ2LhxY/BrRVHYuHEjxkCQClFWWooe0CYlAeDTaFDFcg1hlCmjVW074XG7McD5CqE/EMZimwwhRPxIIKyHO+64g5EjR9KtWzduueUW/u///o8ffviBDz74oNr7KYqCSqUKfh36eVXnRHriiSdwOBzBj2PHjtX/hQghRIJpDmGiqXvrrbcqhebx48dT3oRCxfLly3n33Xe59tpr6devH9dffz3/+te/WLFiRaVzy/x7E+r8IUvRaiEGb3AEp4wGqnwAOh26aiqE5cXFqAGN2VxxIHDfGARYIUT8yJTRBpCdnU3btm05cOAAAFlZWbhcLgoLC8OqhKdOnQquh8nKyuLkyZOVHuv06dO0bNmyyucyGAwYQv9xF0KIJuStt96qdGz8+PGVpuEJEU9ZWVksWLCgVueWBwJhoEKo06GO4bYT6ogpo3qq3nbCWVREMqCOCISxqGgKIeJHKoQN4OzZsxw7dozs7GwAevbsiU6nY926dcFz8vLy+Pbbb4OBsH///jgcDrZu3Ro85+uvv8bhcATPEUIIcXGobqq/aAaOHoWkJDhypNJNgUCo9wdCRatFHYMKYWBj+sgKYXWB0OXvSxAZCKVCKETTJoEwipKSEnbv3s3u3bsBOHToELt37+bo0aOUlJTw2GOP8dVXX3H48GE+++wzbrnlFjIyMrj11lsBsNls3HfffUydOpX169eza9cuxo8fT/fu3YNdR7t06cJNN93EAw88wJYtW9iyZQsPPPAAo0aNkg6jQghxkbn77rvjPQQRTx9+CKWlsH59pZucEYEQnQ5VyBZUoRpyrWygQqiJWEOopfoKIYAuObnigD8QqiUQCtGkyZTRKLZv387gwYODX0+ZMgWAe+65h8WLF7Nnzx6WLVuG3W4nOzubwYMH849//AOLxRK8z/z589FqtYwdO5aysjKGDBnC0qVL0Wg0wXNWrlxJbm5usBvp6NGjq937UAghRHz16dOn0jFFUYJLBgSsW7eOmTNnotFoyM3N5c477wRg5MiRNa61v2gFpoBGaSrj9G9Jog+ELJ0OTUgg3LNnDzNmzMBut6PVanG73WRkZDBnzhy6d+9e7yEF1hBqQsek16Oj6kDo9odXbWCsGg0+lQp1DLqiCiHiRwJhFIMGDUJRlCpv/+ijj2p8DKPRyKJFi1i0aFGV56SlpUVdgC6EECLc8OHD+fjjj+M9DIqLi9mzZw9abfj/PocNGxanESWep556io8++gi9Xs/MmTPZtGkTCxcupLS0NN5DazznzlX8N8prdPlvC1YI9XrUIYFw0qRJrFq1Kqxr+NGjRxk3bhxffPFFvYcUqBBGdhnVKUqVXUYDU0YDHVEBvFqtBEIhmjgJhEIIIRLG2LFjKx1TFIU9e/bEYTSVzZkzh+Li4krbCs2cOTNOI0o8Go2GlJQUAObNm8fSpUsZM2YMJf5KWZMUWENaWFjppsCU0eBaPoMBbUgg9Hq92Gy2sPtYrVa8VUwrrS2n04keUEVsTK9VlKorhP6fkS5kxpNXq0Uj+xAK0aRJIBRCCJEwtm3bxoYNG8I2/FYUhQkTJsRxVOcF1opHGjhwYIxHkrh69OjB4cOHg1tPTJw4kbZt2/LQQw/Fd2CN6cSJiv8WFFS6KVAhxB/MVHo9Wp8vePtzzz3HqFGj0Ov1WK1WHA4HHo+H559//oKG5HK50KpUwecNjKG6QOgJTG8NCYQ+nQ5NWRk+ny/s71II0XRIIBRCCJEwpk2bhsViISMjI+z4I488EqcR1cDhqNhTLj093iNJGNGWSgwePJh9+/bFYTQxEthGKkog9ASmkfqnbqoMBrSA2+1Gp9Nx/fXX8/nnn1NWVobdbic1NTXqBvd1FVhDSOj0Zr0eXXWBMDC91WoNHvPpdBioqDiaAhvWCyGaFAmEQgghEsakSZOiHr/jjjtiPJJauvTSihBQzbpz0QwEqoBRpoxGVgg1BgN6oLy8HF1I9c5kMjVo4HK5XOjh/NYR/jFofL6aK4QhgVDR6yUQCtHESe1fCCGEqK8oFSHRDJWVVfw3yu+DL1AhDGzybjCgA8oC92kkTqcTg6IEK5MA6HSoAU8VawK9/rEaQgOhv0JYHuikKoRociQQCiGEEKJRjRs3jvxA45WmKBDu7PZKNwWmYQYCocZoRE/jB0KXf2P6sEDo/1ypKhD6x2oIbXITUiEUQjRNMmVUCCFEwsvPzycrKyvew6hacTGENOJorqZPn17pmKIobN68mbvvvjshtg5pFIFwFyXk+QLH/OsCNSYTWqDEX3F78803mTt3Ll27dmXYsGHMmTMHq9XKrFmzGD16dL2H5HE6K971j5gyCqBUMWU0MFZ1yNRQxWCQQChEEyeBUAghRMJLyDARelGdlyeBEFi5ciXWkOmGAadOnaIwyvq6JqO8vCJ4RdmHMBgIAxVCkymsQvjCCy+wadMmiouL6dGjB/v27cNoNDJ06NALCoTewPNGTBkF8FUR7pSyMjwQts+myh8IZcqoEE2XBEIhhBAJo0+fPpWOKYrCgQMH4jCaGpw6df7zEyfgssviN5YEce+99/KPf/yD77//PixUvPjii7z//vtxHFkjKyuDzMyogVAJBKmIQBgIWCaTCbPZjNlsZsiQIcE9CUO/f/URfN4oU0apokKolJXhIuLi0D/FVSqEQjRdEgiFEEIkjOLiYvbs2VPpYnjYsGFxGlE1AlsNAJw+Hb9xJJBnnnmGa665huLiYlJTU4PHc3Nzueqqq+I4skbk8VR8pKXB4cOVbo4MhFqTKaypTI8ePfB6vWg0GlasWAFUdAhNv8CtTLwRlUngfIWwqkBYXo5TrcYcckxlNMqUUSGaOGkqI4QQImHMmTOH4uLiSsdnzpwZh9HUwOE4/3mgcYjg1ltvDQuDAQMHDozDaGIgELzS0ys+j9yCxOnEB8H9AHVmc9iU0QULFqDRaMLuotfreeutty5oWMHGMVEqhKoqAiHl5bgiNp9Xy5RRIZo8qRAKIYRIGLfeemvU4wkZJkKnB0ogbL5CA6HXC253eAhzOvFoNOhVKgC0SUlogfIo00sbUtQpo4GtL6oKhE4n7ohAqDKZMAAlUiEUosmSCqEQQojElZ8PY8bA1q3xHkllgQt6tVoCYXMWCF6BKZ4RQU/lcuENmQKt83fwdPo3gW8sUSuE/k6narc76n1UUQKhxh8IZcqoEE2XBEIhhBCJa9s2eO89ePDBeI+kssCFf0ZG1GYi4rzhw4fHewiNx18h3B9YR1pTIExKAsBVQyC80H0bg4EwdA1hoLFNVYHQ5cITsX5X7Q+EDTFl9MSJExf8GEKIhidTRoUQQiSuwEbfXm9chxFVaWlFkw6brdoK4a5du5g1axY6nY5p06YxYMAAAO677z5ef/31WI02JsaOHVvpmKIo7NmzJw6jiRF/IHz9n//kT1ApEKpdLnz+EAig9lfpXDVUlS94q5XAtNAoFcKqAqHa7cYTsZ5RYzbXq0L44Ycfhn2tKAqzZ8/m6aef5uabb67TYwkhGpcEQiGEEAlr/dtvMwSqbJMfV6WlkJRU8VHNxX1ubi5LlixBq9Uybdo0tmzZwpQpUzh48GAMBxsb27ZtY8OGDahDph0qisKECRPiOKpG5g+EZyO+horXrvF48Pm7ewLBTp9u/+9MY221oooWCAMVQq8XRVFQ+dc1BqhdLjyhY6WiQlifbScmTpxIr1696NevH4q/0Y7dbmf79u0SCIVIMBIIhRBCJCRFUfj0n/9kCKA4HKhqvEdsOe12HCUlOE6coFM1gVClUtGxY0cA1qxZw+zZs3nggQfweDyxGmrMTJs2DYvFQkZGRtjxRx55JE4jigF/AFRnZMCZMyjnzgV/V91uNzpFQQmdtukPaIEKYaNttVJNhdDoH5s+9DYqKoe+yP0PDQaMKlWdp4weOnSIF198kT179jB58mT69+/P119/zZNPPlnXVyKEaGSyhlAIIURCOnr0KCn+zz1nz1Z3alwc378fh8fDwVOnqq0QZmZmcjhkf7rZs2czcOBAtm3bFoNRxtakSZMqhUGAO+64Iw6jiY3SggIAsrp2BaAoZO1fWVkZBkAJDV7+CpzHP7W00bZaCQTC0DDqD4QGKvY6jKTxePBGVAjR6+s1ZTQpKYknnniCV155hfXr1zN27FjsgSngQoiEIhVCIYQQCWnPnj3Y/J/rXK6Kdv6RF6txVHr2LD7gHOC226lqZNH2kxs/fjzjx49vzOGJGCk8cQIz0Paaa2DjRgp//jn4e1taWooBwkOZPxy6/YGwsbZaUQXWCUaZMhqoEEbSeTx4Q8fqv8+FdBm1WCzMnDmToqIi9u3bV6/HEEI0LqkQCiGESEg//fQT6aEt8IuK4jeYKFwFBZRSEQhLz5yJ93BEnNjz8gDocu21FV+HdNIMVAjDAqH/TQ1vyFrDxqCOFgi1WnxqNUaiVwh1Hg++iGmkGAwYFOWCu4xardao6yWFEPEngVAIIURCcjgcZGi1lPr3bUu0QOh2OFAnJ3MO8Dgc8R5OQos2JbIx7dq1i1GjRnHrrbeyefPm4PH77ruvwZ+r+NQpALpedx0AJf6v4XyFUOWfqgkEA5qnkbcqiVohBBSdrsopozqvN3y9I5yvEDbAthNCiMQkgVAIIZq4WF4cN6SioiJS1GpK/WvSfIWFcR5ROG9JCVqLhXKNBpXsQwjAsmXL6N69O9dccw3PPfdc8PiYMWNiOo7c3FwWLFjA/PnzmT9/PvPmzQNolM6u7qIiygBbixZ4AFfImwOBCqE6WiBs5AphVYHQZzBUWSHU+3xRAyHUf7wFBQX8+OOPFPjXWgohEo8EQiGEaOJieXHckIqKirAB7qysiq+PHYvvgCKVlqK2WFBMJtTVVE/WrVtH3759GTBgAKtXrw4eHzlyZCxGGVOLFy9m586d7Ny5E7PZzO23305paWlw24FYCXR2bdeuHWvWrKGoqKjROrt6SkooV6lQqdWUqVR4QirZgQqhOlDlhuCUUV8jV9w0Hg9etRrU4Zd6Pn+TmGiB0ODzoYSOFc4Hwjq+6bF+/XquvfZafvOb3/D0009zzz33cN1117F+/fo6PY5IDOPGjYv3EEQjkqYyQgjRxF2s2x4UFxdjVhQ8rVoBUHT8eLDraCLQulxokpNRJSejq6Z6+dRTT/HRRx+h1+uZOXMmmzZtYuHChZQ2waqiWq1G5w88ubm5XHHFFYwYMSLm1aFAZ9d27doBFZ1dV6xYwfLlyxv8ubwlJTj9oatcrcZXUhK8raysjCQiAqG/YtfogdDrxafVook4ruj1VVYIDT5f+PRWOD/eOlYIn3zySdauXYvFYgkeKyoqYsSIEQwZMqROjyViZ/r06ZWOKYoSNrtEND1SIRRCiCbuYt32oKioCJPPh/6SS4DwtVnx5vV60Xs8aK1W1BYLuigdGwM0Gg0pKSmYzWbmzZtHz549GTNmDCUhwaGpGDlyZNjv2tChQ3n5d7/jkhYtYjqOt956KxgGA8aPH3/BjVGi8ZWW4tJUxC6XVosvZAuS0tJSjIAmKen8HfyBS2nEKaM+nw+Nz1d5T0H/80frMqooCkaAKiqEdQ2EarWa06dPhx07ffo0arVceiaylStXMnLkyLCPUaNGkZ6eHu+hiUYkFUIhhGjiLtZtD4qKijB4vahatwagLIE6eRYUFGAG1DYb2uJi9D4feL2giazHQI8ePcKqVRMnTqRt27Y89NBDsR10DPz+978PP1BWRtdf/Yq1N9wQnwHFgFJaiscfvNxabdielGVlZZgBTUiVLBC41BHbOHg8nkqb09eX2+1GD/iibdNSxZRRj8eDEVCHhleodyB89dVXmTp1Kvn5+SiKgkqlIjs7m1dffbVOjyNi695776VLly5kZmaGHb/77rvjNCIRCxIIhRBCJKRzDgc6nw9VRgblELY2K95Onz6NBVDS0tAFKn3nzoHVWuncRYsWVTo2ePDg5rEn27/+VfHfkJDU1KjKyvAENpvX6SAkOJWUlJAEaG2283fwB0KV08mePXuYMWMGdrsdrVaL2+0mIyODOXPm0L1793qPyel0YqSKQOivEEYGwvLSUiyA2mwOP98fCJU6Vle7dOnCO++8U6f7iPh75plnoh7Pzc2N8UhELEkgFEIIkZDc/m6NWpsNB4m1tcPp06fJpCIQGmoIhM1aoHFRSkpcnr6goICCggLS0tJIS0trnCdxOvH619l5DYawBkPnzp0jSaVCFVp10+nwqVSonU4mTZrEqlWryMnJCd589OhRxo0bxxdffFHvIblcLkxUdBStxGSKWiEst9srAmEDVQiFEBcPCYRCCNFMxOTiuAF5AxVBs7miWUeM97KrzpkzZzADSkYG+sC4mnAVrN4C35sYT/ddv349Tz75JBkZGVitVux2O4WFhTz99NMN3tBE7XTi84con9GIJqSBTklJCWaA0JClUuHRatG6XHi9Xmyh1UMqNnD3er0XNKby8nJMUHkLCUDl33bCGTFl1eX/e9NUEQiJOF8I0XRIIBRCiCYulhfHDUVRFLyBMJGURLlGg5JAgevMqVOYAV9aGnq7HQClpARVFec7nU6+++67YCDv1q0b+oj94Zok/8+w/PhxjDWc2pBi2eFS43Kh+N9gUUwmtCGVt3MlJZgUBSKmYXp0OjQuF8899xyjRo1Cr9djtVpxOBx4PB6ef/75CxpTMBBGNoihYkqogcqB0On/PdYkJ4ffwf97qjRQIMzPzyfLv5WMECIxSCAUQogm7mJs/15eXo4hUCUxm3FFNOuItxJ/xUudnIzB332v/OxZKl9+w/Lly1m8eDG9e/cOBvKdO3fy0EMPJXxjnwvl+PlnbIAvxh1iAx0uQ3/nG6vDpdbtPt+ZMykprOOs0+GoaOceEQi9ej2a4mKuv/56Pv/8c8rKyrDb7aSmpmKM3PahHpxOZ8XvYpTHUiclYQbsEVNAAxVCbWQgbOAK4d13383HH3/cII8lGt6bb77J3Llz6dq1K8OGDWPOnDlYrVZmzZrF6NGj4z080UgkEEbx+eef8+c//5kdO3aQl5fHO++8wy9/+cvg7Yqi8PTTT/Pqq69SWFhI3759+etf/0rXrl2D5zidTh577DH+/ve/U1ZWxpAhQ3j55Zdp7e+WB1BYWEhubi7vvfceAKNHj2bRokWkxGmthRCiaYrlxXFDKSoqIjhxLSkJt06HKoHWMJUGpkCazZj8gbD0zJmogfCVV17hyy+/xOfzBbtIejweBg0a1OQDYd4PP2ADzIoCpaWVglFjiWWHS53Hg8r/utRJSeh9PrxeLxqNBpe/6kbENEyfXo/O6w2OzWQyYYpSzauvQIWw0hYSgNpiIYmKDqih3P5AqItcB+sPhKoo+xZWp0+fPpWOKYrCgQMH6vQ4IrZeeOEFNm3aRHFxMT169GDfvn0YjUaGDh0qgbAJk0AYxblz57jqqqv4zW9+w69+9atKt//pT39i3rx5LF26lMsuu4w//vGPDBs2jP379wcvuB599FHef/99Vq9eTXp6OlOnTmXUqFHs2LEDjb8t+V133cXx48dZu3YtAL/97W+ZMGEC77//fuxerBCiybsY278XFRURjA5JSXgimnXEW3lgnZjZjNn/b3r52bOVztuzZw/79u2je/fupKen43a7SU9PZ8yYMQ1SCUp0XrudUqj4WZ45A23axOR5Y9Xh0uPxYPD5gp051cnJmIHi4mJSUlLOT3uOrBAaDJjwB7cGDIIBgUCoihLAVcnJJKtUlfZkdPvHqgvdIgPqHQiLi4vZs2dPpa00hg0bVqfHEbFlMpkwm82YzWaGDBkSXOPaUFuiiMQkP90oRowYwYgRI6LepigKCxYs4A9/+AO33XYbAG+88QYtW7Zk1apV/Md//AcOh4PXX3+d5cuXM3ToUABWrFhBTk4On3zyCTfeeCN79+5l7dq1bNmyhb59+wLw2muv0b9/f/bv30/nzp1j82KFEE3exdj+vbi4+HyF0GzGazSiSaApo87CwopPzGZM/gvoaIFw0qRJfPTRRyxfvpxt27ahKAqnTp1i9uzZ7NixI5ZDjgulpITjwGWA++xZdDEKhLFSUlJSsfG8f5ql1mJBCzgcjopAGNIYKZRiNGKiokrXGIEwMGW00hYSAElJJKtUlSuEgUDYQBXCOXPmUFxcTGpqatjxmTNn1ulxmoONGzfyzDPPcOWVV3LTTTcxY8YMbDYbc+fOpX///jEdS48ePYIV7hUrVgAVHWllY/qmLXHnCyWoQ4cOkZ+fz/Dhw4PHDAYDAwcOZPPmzQDs2LEDt9sddk6rVq3o1q1b8JyvvvoKm80WDIMA/fr1w2azBc8RQojmKrJC6DOZ0NXxgrQxhQZCS2YmPsAdmB4Ywuv10qlTJxYsWMCmTZvYsmULH3/8MW3btm0WjTW0paXY/aHkdGALiiakqKgIExVBEEBns2GmIhAC+AJbkkR27vQHwo8//pi+ffsyYMAAVq9eHbx55MiRFzSuQIWw0hYS/rFEnTLqH7MpsgOxPxCqQ9ZG1satt95aKQwCDBw4sE6P0xzMmDGDJUuW8Jvf/IZ77rmH999/n7fffpsnnngi5mNZsGBBcCZbgF6v56233or5WETsSIWwjvLz8wFo2bJl2PGWLVty5MiR4Dl6vb7SP4QtW7YM3j8/P5/MzMxKj5+ZmRk8Jxqn0xnWGawogTZqFkKIhhK2htBkApMprFlHvAXWW2EyYbXZKCV6IGysLpIXA0VR0LlcKO3awaFD2I8do1Wcx1RcXBy2lvZCFRUV0QJw+h9Tn5oaFgiDnXEjK3X+QPjMn/7Ehg0b0Ov1zJw5k02bNrFw4UJKS0svaFw1BkJFqTRl1BsIhC1ahJ/v39xe4/Fc0JhwODj30Ueob7mlUaqiFzOj0UhOTg45OTl06dIl2G8iMpgJ0VikQlhPKlV4c/HAupzqRJ4T7fyaHmfu3LnYbLbgR+hmtkIIURfVvfkUb4FAqBiNoNFAUhKGC70gbUCekKmAFouFUsDjv6AOFegi+f777/PXv/6VDz74gI0bN/KLX/witgOOgzNnzpCsKJg6dACgJC8vZs+9bNkyunfvzjXXXMNzzz0XPD5mzJgGfZ5AhVDvn2ZpSE8nCSgKvDkQCHaRgdBsrljjp1KRkpKC2Wxm3rx59OzZkzFjxlASqCzWU3l5edhU1jBJSZgVhfKI0BmY3mqInBqoUuHVatH6m+XU16knnyTpjjv47wkT6v0YTVVWVlbwe7thwwagYn2qz+eL57BEMyKBsI4CU3wiL6ROnToVrBpmZWXhcrkoDEwpquKckydPVnr806dPV6o+hnriiSdwOBzBj2PHjl3Q6xFCNF933313vIdQpaKiIixqdfBCWp2cjPECN+tuSMGpgGYzBoOBUs5fUEdjMpnIzs5uFo1kAg4fPowFSPV34D4Xw0C4ePFidu7cyc6dOzGbzdx+++2UlpaiKEqDPk+Rw4GZisoggDEzEzVwzr/NRrAzbkSlTmU2YwQ6dOjA4cOHg8cnTpzIlClTKA40o6mnwBrCqgIhgCfiOZSiIlxUbFwfyafVoqfy3oV1sd8/ZfhSWRZTyerVqytVA7VaLevWrYvTiCq70N9JkdgkENZR+/btycrKCvsjdblcbNy4kQEDBgDQs2dPdDpd2Dl5eXl8++23wXP69++Pw+Fg69atwXO+/vprHA5H8JxoDAYDVqs17EMIIarTp0+fSh+9e/cO+/cn0RQVFZFqMKDyX7yqrVbMVPx7mwgipwKWaTQoF1jVaWqOHDyIGUjt0IEyoPz06Zg9t1qtRuef6pibm8uDDz7IiBEjOBPYLqQWxo0bV+M5JXY7WsDor6oZ/NMtywOBMFCFi5giqfZXCB955BHatWsXdtvgwYPZt29frccZTU1TRoHKv68lJZyrYoaST6eLupl9Xbj8nXkNCbR9TKKLR2fPWFXXRWKRNYRRlJSU8OOPPwa/PnToELt37yYtLY02bdrw6KOPMmfOHDp16kSnTp2YM2cOZrOZu+66CwCbzcZ9993H1KlTSU9PJy0tjccee4zu3bsHu4526dKFm266iQceeIBXXnkFqNh2YtSoUdJhVAjRoC7G9u9FRUVcqtMFA5fOHwiLi4vj3u3O7XajDlwY+y/0nVotSjXrvgoKCigoKCAtLY20yKYdTdSJH34AICkzk0KtFleULqyNZeTIkRw+fDgYtoYOHUp2djZTp06tdO706dMrHVMUpVYN3sr8Idfg/5mq/C36nadP43a70Tud+DQa1JGBMDkZE+BopK1UqtuHMFitjOzae+4cZWo1ldvAVOybaPA/bn15/bOmNBe4PlI0rkB1XafT8eKLL3L77bezbNmyBq+ui8QigTCK7du3M3jw4ODXU6ZMAeCee+5h6dKlTJ8+nbKyMiZNmhTcmP7jjz8OW6g+f/58tFotY8eODW5Mv3Tp0rApAStXriQ3NzfYjXT06NG89NJLMXqVQojm4mJs/15UVIRNqw1evOpSUkgCTtntcQ+EgQ6oXr0ejbpioo1LpztfDQqxfv16nnzySTIyMrBardjtdgoLC3n66acZMmRIjEceW4GuoiqrlXK9Hk/EMorG9Pvf/77Ssa5duwb3/Q21cuVKVq1aVen4p59+WuPzlPlDbnBqpn/WjvvsWex2OymAOykJQ0TlTWOxYKZyp8+G4qwuEAbGGhEIVefOUVZFRUrxB8ILGa/iX2NrdLlwuVzo9fp6P1akXbt2MWvWLHQ6HdOmTQvOtLrvvvt4/fXXG+x5mhKPxxO1AhlZXb/iiisYMWIEBYG9V0WTJIEwikGDBlX7TohKpWL27NnMnj27ynOMRiOLFi1i0aJFVZ6TlpYW3ONFCCEay6233hr1eCK3f7fb7WGBUJ+SAkDJ6dPgb1ISL3a7HTPgMxgIvMXn0eujToV78sknWbt2bdgbhkVFRYwYMaLJB8JA9YzkZFwGQ/z3kTxwAHbvhl//OuzwvffeS5cuXSp1/q7NGtvg9iOBqps/EJafOkVBQQEpgC9KV1OtzUYyVQesC+2G6glMB61DhVBTVoazqkBoMl1wgFX5n89KxTKatm3b1vuxIuXm5rJkyRK0Wi3Tpk1jy5YtTJkyhYMXyVYnb775JnPnzqVr164MGzaMOXPmYLVamTVrFqNHj26w59mzZw8zZszAbrej1Wpxu91kZGQwZ84cunfvDtStup5I+yeKCyOBUAghmpvx4+H772HrVojDGpXaKCwsxKLRBKeMBtZonYvhOrSq2O12TFRcJAd4DAaSokynU6vVnD59Ouzi/vTp06jVTX8JvztQUbBY8BiNaOO5dszrhcsuq/g84g3fZ555JupdcnNza3xYV8h+lEBYhTAQCPG/mRFKm5KCBfjkk0949tln0el0jB07lscffxyoWK8V6DZZH95aBEJ1xO+rprwcl78yFO0+SXBB22Ho/D9/KxVN9hoyEKpUKjp27AjAmjVrmD17Ng888ACeBOpMXJ0XXniBTZs2UVxcTI8ePdi3bx9Go5GhQ4c2aCCcNGkSq1atCutQf/ToUcaNG8cXX3wB1K26PmPGDNasWYPdbmf48OFs27YNs9nMbbfdxmeffdZg4xaNLzGvBIQQQjQOrxdWrqz4PD8f/PtdJZrCwkKSVargxavRv0arNAECocPfWTJ0KwGvyYQ2SgXs1VdfZerUqeTn5we3FcrOzubVV1+N3YDjxBfYhsNiwWs2o4uyT2PMhHb1drmggaYrBjZzD/4u+IO/t7AwGAjVUTZn1/inQG9Yv579P/zQ4Ou1lEBHyGhNZfxTRrUR4U5XXo6riu+L6gIDoc/nw+hvCGUF9jfwetLMzMywqtbs2bNZsWIFy5cvb9DnaSwmkwmz2YzZbGbIkCHY/GtRG7qpjNfrDT52gNVqrfd2IrJ/YtMhgVAIIZqT0ECVl5fQgdCsUgUvtE0ZGQCUJ8A6lsCUUXVIS3/FbEbvdlc6t0uXLrzzzjsxHF3iCGx0TnIyPoslGAjiInT94pkz0KpVgzxs6H6UAGi1uLRaFIeDgoICWgBa/+9umEDF2OdrlPVagemZRJt26g8EhogKoc7loqyKaaqq5OQLCoQOhwMr4NVqsXo8nK1Dt9faeOuttyodGz9+POPHj2/Q52ksPXr0wOv1otFogkuJXC5Xg6+Xfu655xg1ahR6vR6r1YrD4cDj8fD888/X6/EC+ydqNBrZP/EiJ4FQCCGak9C94E6ciN84amC32zGFVAhN/gsjZwIFwrA93pKSMFwk09NiRRWYtmixoLJYMHm9wYvHmAutTp461WCB0BelEucymVAVF1NQUEBntRpNtIt6f/C6PCen1uu16kJdXSA0GHBptZgitpAwuFyUVLFPptpqJQmw13Pab0FBAVbA1aIFprw87BF7OTd3CxYsqHRMr9dHDboX4vrrr+fzzz+nrKwMu91OamrqBe2Nunr16uDn48aNY+XKlQm3f6KoHQmEQgjRnIReiMVwo/C6KiwsxJiSEqy8qPzhyxnDTpVVcTgc5Gg0qEKmjKqTkjDWc9pVU6U6dw6fSoXaZEJts2HFv79klCmUja3o6FGCu/ZGTDu+kIYevkDoDfld8CQnY8rL4+TJk6Sp1VHXEAaC2uDOnSvtQ1jVeq26CAbCaBvTA+UmE+bIQOjx4I225hDQ+APhiXpWCAsKCugEeFu1grw8ziXwvz3NgclkwlTFz7omtdmmJR77J4oLIz8xIYRoRgq+/5404FxSEkkJelFWVlaG0+msqLgFKi/+/7rjuQ7Nz2630zVkj0QAtcWCqQ7TpC60i2SiKy8vx+jx4DGZ0KtUaFNTMUCwKhFrR3bvprv/87IjRwi9FL6Qhh5KIHiFXFx709LIzMvjk2++qdjTL1og9Ac1X2DKaajjxyuq93361PblVVJthRBwmc0kRby5kuzx4KkiQGqSkzFT/ymjBWfPYgXKcnJgxw7KQ9d0iovKhWzTIhJX029zJoQQIuird97hDJCv1yfslNFC/4WqzuU6H7r8//VEu4COMYfDEdYBFSq2ETADnoh1hMuWLaN79+5cc801PPfcc8HjY8aMidVw48LhcGABvP7vkS49HQsVgTAe8vfvxwmcA05/913YbYGGHi1btgw29DAYDLWqcqhKS3FptRDSNVbdqhUtgS8//xyr1wv+hkhh/EEtaiDs2hX69q3Dq6tMHQhuVQXCpCSSI6Y427xevBENRwJUyckkq1T1DoRFeXmoAZ2/Gups4DWEb775JldffTXjx4/njTfeoHPnzvTu3Zv33nuvQZ+nMTmdTnbu3Mknn3zCzp07ccVoze2uXbvqdH5gm5aBAweGfdRmmxaRuKRCKIQQzURxcTGHvv6ajioVp5xOOiTAerxoAoFQ43RWqhB6EyAQ2u12ktXq8ECYkoIGKDxzhtTs7ODxxYsXs3PnzgbvIpno7HY7yYDi/7kZMjJIBuxx+p2zHzpEiVZLiceD46efaBNy24U09FCXl+PR6wntzZnUrh2ZgLGkBB3AJZdUvqM/qKkCaxADfD4I/I6XlUXfNqIWtGVleFQqtFV0DfUkJ2Pz+c6v6Swrq9hKJVo1EyApiWTqXyEs8b/5pPNvNeFq4C6jsdq2obEsX76cxYsX07t3b6xWK3a7nZ07d/LQQw81aGOcl19+OexrRVFYvHgxkyZNYtKkSbV6jNBtWtatW8fMmTPRaDRh27SMHDmSDz74oGEGLWJCAqEQQjQT+/fvJ8njQduyJcdPnsR39mxCThOx2+2oAU1ohVCnw6NSnV+zFUd2uz2sAyqA3n8hXXLyZFggVKvVjdJFMtEVFhZigWDwMWVmoqbi+xMPnrNncZrNnCsrq7R+rb4NPRRFQVNejjciROlzcshWqbgkEPqjNbDxf1/UkVuVhGykXrRzJ9Zrr612DFXRlpfj1OvRqlRRb/daLKRQMbU3KSkJ5exZVIBS1XTepKQLmjJaduoUACp/OPY08FrgWG3b0FheeeUVvvzyy7D9ST0eD4MGDWrQQPjXv/6Vtm3bMnbsWFT+3w21Wk1yFVOFa/LUU0/x0UcfodfrmTlzJps2bWLhwoUXtF+liI9EvBYQQgjRCA4fPkwqYGrVigLA7b9ISzSFhYUEL09Cprw5tdrz7fTjyOFwYFKUsEBo9FeTzkV8T0eOHMnhw4eDXw8dOpSXX36ZS6JVjZoQu92OBVD7L8zNLVsCcC5O3SXVdjve5GScRiNKA4WR8vJykhQFb+Ref5mZpCkKwa2/o/2sTSZ8KlXl3+eQsPq6f5P6+tA7nVXuKQjgs1pJpeI1ALj9QV1VVVU0KQmTolBaz7+/8sDfhf97oTRwpT9Q5QWqrfJu3LiRoUOHMmXKFD7++GOuvvpqBg0axFdffdWg46krk8nExo0bg18risLGjRsvqANoNN9++y3jx4/n3XffRa/XM2HCBFq3bl3v6Z4ajYaUlBTMZjPz5s2jZ8+ejBkzhpIEeONO1M3F8daJEEKIC3bo0CH6azQktWpFwa5dKAlapQpWlyA8EOp059dGxZHdbq9oIBMync/gXydWFrE26ve//32l+zdEF8lEF5gyqvVXzzT+ylN5RIfPWPB4POjOnYO2bXErCuoGCiNFRUVYAV9kIGzZEg1wX8+eKLt2ofKH4TAqFeU6HfqIbRy8P/9MYFMO/QWs8dW7XLgNhipvV1JTSaOigRNA+YkT6AFNixbR75CUhBpw1/N75wr8XWRl4VOpIHKq7AWqbZV3xowZrFmzBrvdzvDhw9m2bRtms5nbbruNzz77rEHHVBfLly/nueeeY+bMmXi9XnQ6Hb169QqG24aiUqm46667uPPOO1m5ciWjR4/mzAWs5+zRo0fYtikTJ06kbdu2PPTQQw00YhErEgiFEAll165dzJo1C51Ox7Rp0xgwYAAA9913H6+//nqcRxdfHo/ngqZAHT58mDE6HUZ/hVAT2Dg8wRQWFpKu04HbHRYI3QYD2nrug9aQ7HY7Bq83rEJo9l9IRwbCSGXFxZz74QcyevZs1DHGm91uJxvQBKZT+n+ODd1MpDby8vKwAZqMDBSvF92xY5XOcTqdfPfddxQUFJCWlka3bt3QV1Nhg/OBEKs1/IZOnQAYbTJBVhZUse9iqdmMOeL3+fjOnWQBJwDbBTQVMbpcuKtaDwj4WrQgEzjir/i5/JVbTUZG9Dv4Q6+vnkHOG6jKWq14jEY0ZWW43e7gdOpYMRqN5OTkkJOTQ5cuXWjdujVAfPbGDJGVlRU11DYWtVrNhAkTGDduHPkXULVftGhR8PPhw4fz8ccfM3jwYPbt29cQwxQxJIFQCJFQcnNzWbJkCVqtlmnTprFlyxamTJnCwZC1Nc3Jnj17mDFjBna7Ha1Wi9vtJiMjgzlz5tC9e/eaHyDEkSNHSAX0mZmU6vXoyssrQleML8pqUlhYSCuLBQoKwgOhyYQuAUKsw+FA5/GEBcKkzEwAnNVUXT0eD+9brYwFPGVlaBt4OlgisdvtpGg0qAI/P/9/G7qZSG0cO3aMVMCQlYXG7cb4449ht9e3oUcgEKoiO3N27gwGA3z5Jdx8c5X3d5rNJEV0XS0+cAAV4LbZUIV8r06cOEGraGsRq2CsZk9BALKz0eOfKtq5M25/5VYfrZoJwW0ylHoGQl/gdVoseE0mLGVlFBQU0LKq52skWVlZwUY6GzZsACr+Ln112DImZvLzweuNPuW4gajV6jr9XgGMHTu20jFFUdizZ09DDUvEgQRCIURCUalUdOzYEYA1a9Ywe/ZsHnjgATwRLdKbi0mTJrFq1SpycoIrkjh69Cjjxo3jiy++qNNj5efnY/F6UaWloc7IqNh2orAQ/GEmUdjtdrKTkysFQm9SEsY4r3tUFIViux2dopzvgMr5CqGzmvVphw8eJHApdeSTT+gwalRjDjWu7HY7FrX6/M/P/19vAzcTqY2zZ8/SFTC2bImuvByL11uxT6I/kNe3oUdxcTFWQB3ZiEWrhS5dYPduqKYpjCs5meSI32fXsWO8q1ZjS0vjh0OHeOuttzCZTMyePZunn36am6sJmAGKomD1evFUs8+l2h8CvMePA+DLy6MQSKpi2wn8x9X1nepZXIxbo0FnMKAkJ2MpKODs2bONHgjz8/PJysoKfr169epK52i1WtatW9eo46iXQHOqBOtIvG3bNjZs2BD296IoChMmTIjjqMSFkqYyQoiEkpmZGdaEY/bs2QwcOJBt27bFb1Bx5PV6gx3zAqxWa7CBQl2cycvD6HZDSgq6wIVYAq4jLCwsJDNQ3Qi5qFWSkjDG+d38kpISkgIXaCFTBdX+cXqq2Wfv0Pbtwc/zEvECtAEF14EGuhf6v1e+OFR4z549SwoVFUJDy5akAKdCglh9G3oEKoS6aPsMTp0K7drBLbdUeX+3zYYt8o2ukyd5UlFYVlJCHvDJJ5+wfft27HY720N+f6pTXl5OKlS5pyCAOtDcxb9OUXX8OMcAc0jVO0xgLWg9m4WoS0pw+b+fKqsVC8Sk025tm6UkXDfSRvw37kL3O3zggQewWCy0bds2+NGuXTseeeSR4DnFDbxGVDS+BPsLEEI0d9FavY8fP75BW29fTJ577jlGjRqFXq/HarXicDjweDw8//zzdXocn8+HM9DyPzWVpNatYdeuhA2E3QIX46FVDosFC3Du3Dks1VQ/GpPdbicYA0PXjvkvpD3VNN34eefO4OdlW7c2wugSh91ux+zznf/5GQx4GqGZSG0UnDkTXENocjqxAj/k5dGmTcVuhPVt6BEIhPpo6+7Gj6/4qIbPZgt2+gyET6Pdzqp27djesiVfnz5Nn1atePLJJ/n666958skna/V6S0tLSYNq1xDq/DMOVP71Y9r8fI4D3SMb5AT4w6WuHl1GFUVBV1aGx/990thsWKgI6g2lT58+UZ/3wIEDDfYcMdVIa/DqOj36ww8/DPtaURTeeecdevTowc0338yyZcv485//jE6nC5tKOmbMmOCUXHFxkEAohBAJ7Prrr+fzzz+nrKwMu91OampqvVqRFxQUkByoKqamYvFvEE0cpvDVpLCwkHS9vqIZR8hrDVQWioqK4hYICwsLowdCnQ4X4K0mENr9F3kOo5GS/fsbbYyJwF5YiMnrPV8hVKlw6vWo4tCO/lx+fkXnzpSU4HYmBYcPQ9++QP0begQCoaaqvftqkp5OOhXVlMDftLWsDGN2NrNuuYUjW7Zw78aNjB07Fns1ledIZWVlpAEnqxmXKTW1orGUPxDqTp3iGNCvhkAY2RW1NoqLi0lWlGA3Vm1qKhbgdAO+GVVcXMyePXsqVfqGDRvWYM8RU0eOnP9cUaCK/STrqq7ToydOnEivXr3o168fin9mRKBaffPNN7N48WJ27tyJTqfjxRdf5Pbbb2fZsmXBc8XFQ6aMCiHERcBkMpGdnV3vfany8/MJXh6mppJ66aUAKHFo8lGTwsJCUnW6iupSyIWQJiUFC/GdjhS2JUZEd8lyjQZfNYHHefQoAGWdOmEsLLyg7n6JzllQUHGBEdElNh7bhgQr4ykpWPyVseIonUbDfPIJ1LDFQpG/WlypqUwtqVu0II2KJkUAXo+HFl4vutatISODHKB1VhZ/+9vf6hRYS4uLSaGaPQWp6Lb5A2D0fx9Mp09znGqmjBoMuLRaDPUIhAUFBRV/M/7fBbXNRopaTWEDvhk1Z86cqP8uzJw5s1b3Hz58eIONpUGETq1uwDdR6jo9+tChQ/ziF79g3759DB8+nKeeeopOnToFq9VqtTrYKTY3N5cHH3yQESNGXNBWFiI+pEIohEhIBQUFwRbwadHW6Ig6CQuEKSlktWtHKeA7duz8JvAJwm63k5KSEj5dlIrKgh443MCbWtdFlRVCwKnVVnvxppw8SblOh+7yy8nas4dDhw6FNbxoStyBi/2Qn6EnKQldFfsQbty4kWeeeYYrr7ySm266iRkzZmCz2Zg7dy79+/e/oLG4AusFU1LQ+7cXKPE3U4mqpASGDcPdsSO6aqYcugIVrshtJ2pJl52NCSjJy4OOHTn5ww+0Aszt20OLFqiBk3v3YrVao06JrEogAKur2kKCimCwH7j0+HEoKcFYXMxxlQpDNXsXOo1GjE5nrccRUFBQUNF8J2QLEptG06CB8NZbb416fODAgWFfXzQdMkMD4enTlf4trK+6To9OSkriiSeeoLi4mIULFzJ//nzsdjuKoqBSqRg5ciTbtm3jsssuw2azMXToULKzs5k6dWqDjFfEjgRCIURCWb9+PU8++SQZGRnBNQ6FhYU8/fTTDBkyJN7Du2hFVggvueQSCgBtAgbCwsJCrO3bV7oI0qWnY6Ziql68BC5ugUpBwKXToaqigqIoCvqCAsptNswdOpAFfFldKLnIeQNTHJPP/3b5kpIw5uWFrZkLaMwNw72BakVqKvinypXl5VV5/pH162kL6H78sdptWTyBx61nhVDn38zbefAg/OIXnPzmG1oBts6dwR/m7D/+GLz4ri23PxBWuacgFfvuHVCruSMvD775BoADZnO1z+MymzHXI8QF/mY0gTf2LBasKlWDBsLaumg6ZIYGwjNnwD+j40LVd3q0xWJh5syZFBUVMXv2bLp3706HDh3o06cPkyZNIikpiXHjxvHAAw/QtWtX1q5d2yDjFbEjgVAIkVCefPJJ1q5dG7ZGrKioiBEjRjTLQLhu3TpmzpyJRqMhNzeXO++8E4CRI0fywQcf1Ppx8vPzyTYag5u9BwJhsr/LYKJwu90VTWN8vkoX2oaMDExAcRwb4RQWFpJpMIDTGRZ2ANx6PZoqAuHp06dJ93jwtmiBsV07MoGf/VNImxpFUVACoT3k7ziwBvTs2bNcErG3WqNuGB4IpykpwUDorGb7km/ffhv/ClvO/fADSV27Rj1PCQTCaoJXdUz+7XW8/vVihf41pi26dQObjQLAW1zMjz/+SCf/Zve14fIHQkNg24Iq7DcYMJaVwZtv4lGrOVnNFFMAj9mM+fTpOgfUgoICOgD6kEBoUZS4BMJp06ZhsVjIiPiZhXbITAgOBz6NBrXXW1EhTBBWq5VNmzaxZ88eSktL6dy5MwcPHkSn03H99dfzwAMPxHuIop5kDaEQIqGo1WpOR/wP8PTp02Hv6DYnTz31FB999BGffPIJW7duZfLkyfh8PkrruBYrPz+f1snJFRfFKhUtW7akAPDEeV+/SIGLxGS3u6KiE8Lo3yqjPLAmLA4KCgoqtsRITq5oehPCazCgKS+Per8jR46QRcX+b6rsbDSA/WLtgFiDsrIykgLbKYT8DKvrLhnYMBxo8A3DVYFqi80WrOp6qlnjVLJrV/DzE199VeV5mkCgqSFIVSW5c2cAFH+luNgfCLfl5XHthAn8BjgJ/OY3v+G6665j/fr1tXpcr7/6aQrZuzSaXTYbHo0GXnyRYxkZJNcwNd9jsWBTFNxud63GEXD27NmK7TkC3yeLBbPPF5dAOGnSpEphEOCOO+6I+Viq5XDwk//vwZVg/0abTCZUKhVJSUnceeed6PV6VCpV4m3dIepEfnpCiITy6quvMnXqVPLz84PvRGdnZ/Pqq6/Ge2hxodFoKtbTAfPmzWPp0qWMGTOGkjo2GsjPz6en0Rjs2qnVaik1GhOuqUzgItHkdAb3PgvQ+jd/d8UxEBYWFtLdaIza9c+dlISpim6Qhw8fphNgatcuuOF0+aFDjTfQOLLb7aQEvgj5GWrT0rASPRA25obh2pIS3DodOr0egHKtFqWarp2GEyc4arXSpqiIgpBwGEkdCDT1rBAabDbOAGp/gPMdPIhDo+HJ559n7ccfk5yezoNeL4MefpiRI0fWfpZEfj4+ILmGaYbG9HR222z02r+fDy+9lNTA3p9V8FqtpFOxrYXe/72sjYKCAmwq1fnmOxYLRq8XRwJueZMoFLudPKAdsHfLFq76zW/iPKLzRowYgdfrRaPR8Je//AUAl8tF1yoq6eLi0DzfchdCJKwuXbrwzjvv8NVXX7Flyxa++uor3n77bbp06RLvocVFjx49OHz4cPDriRMnMmXKlDp32szPzydTpwu7QHcnJ6OJw0bh1Qm01zeUlVWqEOKvYHjjOIWqoKCA9EAH1Ahumw1LFdWTI0eOkK1SYWjTBvyNZDxNdA1hWCAMWWepT0+v8/5zF1p1cLvdmJxOXCHTe50mE5oq1qEqioLZbseZk8NplYqyarYH0TscuDUaqGqrhlrI12gw+N/g0OXlcdZiqZglcfYsqvR02hiNHDp0qE6zJNSnT3Ma0NUQ8FJTU1nUqxd89RXvW62k1rB9hjcjgxZQ59kJwS6jgd8F/99OuXSirNK5EydwAHagKI5Ty9etW0ffvn0ZMGBA8E2bGTNmMHr06LDz9Ho9L730UjyGKBqIVAiFECKBLVq0qNKxwYMHs6+OGxfn5+eTptGEhSxfSgr6apprxEOgQqgrKakcCP1fK3FeQ5iu0QTDaShvSgo2jyfqGqujhw6RoSiosrLAP/VVFcdKZ2MKBEJvUhKakEBnaNECGw27IXlNCgsLK8YS2u00ORnNqVNRf04nT56khdeLtnVrzhw+HL4fXARjSQmlZjO2C9gj7qjRSGf/9iPWggJKL7nk/CyJ4mLOeDwULVzI9u3baz1LQnfmDGc0GlrWcF5qaioFDgf060eh3U7rGqaYKhkZZAJFdQyEjjNnMCnK+TdR/P/1JNAeqMXFxXHb2zSa8pMncQAlGg1lcdyeJrBkQa/XM3PmTDZt2sTChQvr/KaASHxSIRTiIjBu3Lh4D0Fc5PLz80n1+cLWO6nS0kiqRxv5xlTgD3uaoqIqAyFxvJAsKCggTVGiBkLS0sgAyqOsIyw8cKBic/SsLNDrKUtKwlBY2CBr5BJNsEIY0RRIlZ5OGud/xrFQUFBACqCEjEWxWLB6vVGr7D/88APZQFLHjpSkp2OsphqdVFaG8wJDxDGLhRZnzuD1esksK8Pnb6rzzjvv8FX//rzRsiVXXnllnWZJGAoLOVuLKZ0pKSnBN2AKCwuDU9OrosrMJIOKfQ7roiywBi5QIfRXa30OR8w3MF+2bBndu3fnmmuu4bnnngseHzNmTEzHURNfYSGlWi1eiwV3HCupgSULZrOZefPm0bNnz3otWRCJTyqEQiSQ6dOnVzqmKAqbN2+Ow2jix+l08t133wX3IezWrVud1qyIcC6Xi7Nnz2IzGsPWO2kyMrB6PKAoUdfExUNeXh42sxlVtAphUhIelQp1HKe5FhYWYvN6ozYSCWw0fsZuxxQxXa80sF7QXx10p6eTefQop06danJ7EQZCmCoyNKenkwyU1iHQDx8+nI8//rjeYzl79iypgDp0LOnppAOnTp3CGrF1yIG9e7kO8F5xBYd27SK9imm9Ho8Hq9uNp557EAYUtGqFNT+f41u20AnYe+WV529s3ZrsvXs5XsepxeaiIg5XsdF4qNTU1OAU7cLCwhqnjKpbtkQNuOpYsXIFAk1EhdDo9XLu3DmSk2O38c3ixYvZuXMnOp2OF198kdtvv51ly5bFPJjWRF1Sgjo1FcVkiuuMiMCShXb+LVImTpxI27Zteeihh+I2JtE4JBAKkUBWrlzJqlWrKh3/9NNP4zCa+Fi+fDmLFy+md+/ewX0Id+7cyUMPPcT48ePjPby4uNCAfMr/Dr2ptBT8jVkAtJmZaAGluBhVHS5sx40bx8qVK2t9fl3k5eXRuWVLOHSociBUqSjR6dDWsULRkAoLC7HodFErhJrMTDRUrP8hpOW/oih4A9t7BMJfVhbZR4/y888/N7lAeObMGTI1GtSRPz9/iPZFqbo11obhgXCqDX0jJDubTCr+Ljr6t34IyPvmG9SAuk0bDJ06ccnmzZw9c4b0iMYxdrudbMCTmXlB4yu7/HLYuRPfwoVogOQbbjh/4yWXkFZezs91rMZYi4tx1BDuoCIQFhYWoigKdru9xkCo828V4q3jNPNg46qQLqMAFir+nhoiEO7atYtZs2ah0+mYNm0aAwYMAOC+++7j9ddfD56nVqvR+feVzM3N5YorrmDEiBExrVrXhr6sDEObNqh1OnTHjuHxeBq0i2dtH6+mJQsbN27kmWee4corr+Smm25ixowZ2Gw25s6dS//+/RtsvKLxSSAUIoHce++9dOnShcyIi4y77747TiOKvVdeeYUvv/wyrIGCx+Nh0KBBzTIQNkRAzve/o28oLg6rEBpbtQKg5OhRLN26VbpfPCrW+fn5dEhPjx4IgVKjEX2cpiv5/K3yzRZL1Aqh3v/9LDt2DHr2DB632+1YAmtu/BVCXZs2ZG3dyrFjx+gZcm5TcObMGbrq9ZW6xAa/Z1HWEDbWhuEFBQW0A/Qh/6bqW7cmE/h3lGBq//77ik9atcLSrRtm4MdvviE9orun3W7nEoCI/RTrytStGwfUajqtWUMJkO1/HqfTyXc+H2ccDop9Ps6ePUt6bba38HhIKy2l0F/RqU4gEBYUFODxeGgR8mZRNAb/3pCeOu5dqg10dA382xMRCHNqWLtYG7m5uSxZsgStVsu0adPYsmULU6ZM4eDBg5w4cYJW/r/NkSNHhlW8hg4dSnZ2NlOnTr3gMTQYRcHs8WDKysKg0WBVFI4fPx4cc33t2bOHGTNmYLfb0Wq1uN1uMjIymDNnDt27d6/XY86YMYM1a9Zgt9sZPnw427Ztw2w2c9ttt/HZZ59d0HhFbEkgFCKBPPPMM1GP5+bmxngk8WMymdi4cSODBw8GKi4KN27ciLEWU6CaooYIyPn5+dgAlccTViE0+y9m7QcPRg2E8ahY5+XlMSBQrYzSzr/cZKrYTDsOioqKUBQF07lzUSuEZv+F7bmIRiRHjhyhJeA1m9H4p5Ia27enFbCnjhfXF4MzZ86QoVZXGQjVUaoxjbVheH5+PpkqFZqQiq2pbdtghTCS59ixik+ys7H5p28W7t4NEYGwsKCAK4HTbdpc0PjatGnDSz4fC4EVKSk8mJR0/k2g9HSsPh8mYNiwYUyZMqXmv/njx9EoCsW1CI+pqamUlZXx008/AdQYzJIvuwwAX+B7VAuKoqALdHQNjMn/e5EKDbYXoUqlomPHjnz44Yf85je/YeXKldx0002cOnWKMWPG8PTTT3PzzTfz+9//vtJ9u3btytq1axtkHA3i3Dm0gCkriySdDhtw8ODBCw6EkyZNYtWqVWE/56NHjzJu3Di++OKLej2m0WgkJyeHHP/a19atWzNu3Dg0EXu0isQnTWWEEAll+fLlvPvuu1x77bX069eP66+/nn/961+sWLEi3kOLi0BADqhPQM7PzycYA0MuuK3+C4ySKi7wAhXrgQMHhn00ZsU6Ly+PdmZzxRdRpuOVWyxY4xQICwoKSALUVawhTPPvw1V28GDY8cCm9ErI1FBVq1a0Uqn4uQluPXHmzBkyIOzNByD4PdNGWQPaWBuGnzh+nAxFCftdUmdlkQQURvne686cwadSQWYmaT16AETdeqL40CEMgKFDhwsaX9u2bXkRuAbY/atfAeffBFr4X//FM8CVwHPPPcd///d/1/yA/i1qztVQ7QPI9ofkrVu3AtDaXwGsiiEtjbOApg5vYpSWlpLi9eLV6c5vz6HX47NYSKfhAmFmZiaHDx9m4sSJvPTSS3Tu3Bmz2cz+/fux2+1s3769QZ4nFs75v79JrVphyckhBYKh/UJ4vV5sEY2erFYrXq+3+jvu2wdXX03emjXBQ/n5+UyfPp2TJ0/y2GOPMX36dHr16sW0adPYtGlTk2yW1dRJhVAIkVCysrJYsGBBvIeRMJYvX85zzz3HzJkz8Xq96HQ6evXqVaeAfOLECTqlplZ05wy5UExp3x6A0ioCYTwq1nl5eVxy+eWgVkcNXc7UVFJD9mWMpcLCQoIjilIhNLVuTTngjdg3LC8vjyxA45+2BkB2NiZFoSBOr6UxnTlzhlS3u3KgT0nBp1Khi+EaUMehQxXdXUPH4v+8LKKS6/F4SCouptxiwazRoG7RglKVCm9EwAc45w+JtiuuuKDx9e7dG4BdwJOjRgEhsyT69AGgMxX7wdXqTSB/8yJP6O9aFdq2bQvApk2bUKvVtVrLmqfVoq/Ddilnz54lA3BbrWhCGlepWrQgo7i4wQLhW2+9BcChQ4d48cUX2bNnD9OmTePtt9/m5ptv5sknn2yQ54mFMz/9RBJgzclB6/ORolJxrA5V2ao899xzjBo1Cr1ej9VqxeFw4PF4eP7556u/4xdfwO7dfDd2LJ+tWsX/+3//j7vvvpvvvvuuyhkk69atu+DxitiSQFgPs2fP5umnnw471rJly+A6HUVRePrpp3n11VcpLCykb9++/PWvf6Wr/91jqFgf8Nhjj/H3v/+dsrIyhgwZwssvv1zjO3RCiItPbRseRNMQAfn48eN0SUurFAjTO3TABbh+/vmCHr+hlJWVYbfbyYKKcUbZiNuTnk62xxPzsUFFhTC4t1u0ZiIqFae1WoiooJw6dYouej2qliE7w/kv2J1NMBDaT58m2eWq/D1SqzlnMpEUwzWg5YFwHlox84/LG/F7f+rUKbIUBXegUqlScdJoRBvl78N94AAA+oimNHVlMBh45ZVX2LdvX3Drg7A3gfR6zng8pH/+Oe+++27ND7h/P8fUaqwta9qFsGK6KlQEwuzs7Fo1GTllMJBVh30kCwoKSAd8EeuBVRkZZB89SkEDbyGTlJTEE088QXFxMQsXLmT+/PnBTqoXi8LDh2kLpLRtCwUFmBWFMw2wX+z111/P559/Hvx3NjU1tcY3Gfr06QP+338ncOShh5g3bx4HDhxg8uTJVfY8aMgGOCI2ZMpoPXXt2pW8vLzgR2gntD/96U/MmzePl156iW3btpGVlcWwYcPC9jx69NFHeeedd1i9ejVffvklJSUljBo1qubSvWiWhg8fHu8hiAuQm5vLggULmD9/PvPnz2fevHlAxbqQOjt0CEaMgDrsTXX8+HE6JSWBVht2YazT6zmpUqEkyDq2k/7KQ7rHE2y+Eklp0YIWgDPKXn+N7ezZswRXooWsSQtVaDZjiGhWcvLkSXJUKgh9w89/fyVBwnhD8gYqSFGmLZ6zWrHVYVPr/AvclNsbuH/oRat/DZUu4rHz8vIqfr4hP1uHzYY5yt+a/tAhitTq6G8M1NFvf/tb5s2bh8pfQQu8CbRp0ya2DBnCspQULr300lpV8JTvv+dbn69WDWiMRiMtW7bk2LFjtPfPFqjJmaQkrHUIcQUFBdGnD2dkkK3TNViFMJLFYmHmzJn87W9/u+hmnBT5q4Hpl14aXG95rgH/jTaZTGRnZ9eq4lxcXMzmoUPZSkUVu8zh4LHHHqN3794888wzlcIgNK+eB02JRPh60mq1Uf9xVhSFBQsW8Ic//IHbbrsNgDfeeIOWLVuyatUq/uM//gOHw8Hrr7/O8uXLGTp0KAArVqwgJyeHTz75hBtvvDGmr0UkjsZqvS7iK9DwAGDNmjXMnj2bBx54AE99Kl1/+QusXQsvvABz59bqLsePH6edXl9xoRtRdTur16OL0lwjHvL874Jby8urvNBWZWVhAM4eP47hAqszdZWfn09bnQ7F50NVxRqtYquVpIiKxMn8fFq53eCfogcEQ4emmo3PL0YejwdNoIIUbQ1oairpdXjNd999d733IfT5fNHHkpJCuU6HOWIcJ06coA2gDWneUZaZSWqUNYTJJ07wc1IS1sbev7NXL67csIGDP/5Yq9N9e/bwHdC2Nh1JqagSnjx5MtjEqyYFNhsZBw+Czxe1gh/p9OnTtAS0kW+gZGSQqVI1WiAMsFqtFVWui0iJ/00ia04O+H9Hyy/wjZH6mjNnDvYXXsANZAMjO3fmo48+YubMmXEZj2g8UiGspwMHDtCqVSvat2/PnXfeGXyn/9ChQ+Tn54dVdAwGAwMHDgy2at+xYwdutzvsnFatWtGtW7ca27k7nU6KiorCPkTTsW3bNp5//nn+/Oc/h31E7pUlLi6BhgcBs2fPZuDAgWzbtq3Oj3Vy2bKKTz76qNb3OX78OK0gOE0xlD0pCUMVF2Xr1q2jb9++DBgwgNWrVwePjxw5si5DrrVAIDQXF1dZIQyswwtu9B5D+fn5dExKqpj6WcXFcFlGBunnzoUdc544gdHng9COlElJuEwmUsrKKInTNhqN4eTJk+cbGEUJhK6MDDK93kpvhvTp06fSR+/evYMNT+rj1KlTtPD58Gq1ENpMQ6WiKC2NlIjgfvCnn+gAmEJa8PtatybL6ay0cXnG2bOcqWXouiCDB5PsdGL44Yeazy0uRn3kCN9B7baooGK2EsDo0aNrdX5BZiZGrxdq2QzpxIkTtFGp0EVWIFu0IF1RGiwQxvrfqoZwooqqX/Hx4/gAlcUSrBC64vTG0a233orp8GEC/7eZkJJCj/ffZ6A/ZL/55ptcffXVjB8/njfeeIPOnTvTu3dv3nvvvbiMV9SfBMJ66Nu3L8uWLeOjjz7itddeIz8/nwEDBnD27Nng9JaWERczoWsM8/Pz0ev1lTaBDT2nKnPnzsVmswU/GmL/HpE4Aq3X27ZtG/xo167dBbdeFw1r3LhxdTr/rbfeqtQyfPz48ZTXcdrjzi+/pEVJCf8GlL17oRZTzIv9jRsyXK6ogfCc1YqlijeWnnrqKT766CM++eQTtm7dyuTJk/H5fJTWYcpfXeTl5aHT6dCeOBEenkLo/FW28gbouldX+fn5tA1UWqtQnpNDK5cLXK7gMW3gwi+0Qgh4MjJoBfzchKaN5uXlnV9nGaWKqrrkElpRecuH4uJiNm/ezNatW4Mf27ZtCzZdqY+ff/6ZNoA7OxsiKnnOrCxaOp04nc7gsRN79mAF1CFvwOk6dCADsIf+jLxe2hcX44jFmv/+/fHqdFxTVFRzeNq+HZWisJXaB8K77rqLc+fO0atXr1qdXxz4NyRK1TSavBMnaA2oIv+eW7Qg1eNpsA3hY/1vVV19+OGHYR8ffPABY8aM4cMPP6x0risvj2KdruJNJ/8bGd4G+j5FU9OSFO2ZM+zXalE6dODWr78m98wZyp94AoAXXniBTZs28cILL/D444/z2muv8eWXX/LnP/+50cYrGodMGa2HESNGBD/v3r07/fv3p0OHDrzxxhv069cPILgWIEBRlErHItXmnCeeeIIpU6YEvy4qKpJQ2IRMmjQp6vELbb1+sfF4PAmxKD0eG7NXpaysjOd+8xveBNYAV5aXV6wnrKF6/KN/qllKaWnUIFOenk5qFe/2azQaUvzvUM+bN4+lS5cyZsyYRqto5eXlcUnLlqh+/rnKQGjp0gUAVy2n0DWk/Px8WqnV1QZCX8eOaADvgQNounat2LcwsKYu8jW1akX2sWP8/PPPdO7cufEGHkMnTpwgh4omIurANgMhjJdeSjaw88iR4GbhUDE1rbi4uNIbpRcyNS0QCFURQRzA164dHb75piLk+28v+/bbihtDtpJI8ncRPb1jB6mBALhvH0mKQklIo7hGYzRy7soruWHHDn766afqg9vXX+MxmdhXVlbrQAhgDmzzUgvuSy7BqVJh+P57GDasxvNLDh3CoCjBdZtBl1yCxe2mtA5roatT079Vw4cPr/fU44YwceJEevXqRb9+/YLV5sB2GDfffHP4yadPU5aUhA2CFULtuXOUl5df0H689VqSUlaGwemESy5B1bcv+N+IK960if95+WUKCwtZunQpULGP5aRJk5g0aVJC/P9b1I1UCBtAUlIS3bt358CBA8F1hZGVvlOnTgWrhllZWbhcrkrv9oWeUxWDwYDVag37EKIp2LNnDzfffDMDBgzghhtuoH///txyyy1xXT+5cuVKRo4cGfYxatSoOl1sNZS5c+di9rfJP9yzZ8XB776r8X4H/N0QTfn5EGVjY3d2NikeD0QJeT169Aib6jpx4kSmTJkS1iCrIR0/fpweLVtWVD6rCIQtcnLIg6hbATS2/Pz8iupfNZuRG/zTDYt37gSoaNjhdOJKTq5UMdO3bUs2VVcIN27cyNChQ5kyZQoff/wxV199NYMGDeKrr75qmBfUCPLy8mhL9BAGYO3WDS1QEAhffrfeemulMAgwcODAeo/l559/pi2gj7JXoOaqq+gE5IVMPdYGqs6XXho8lnb11QAU7d4dPOb6/HN8gHLNNfUeW13ohg9nIHCwpqrcxo2c6tABH7WvENZVemYm36vVsGtXrc73Bbb2iKym+gOiqYECYeDfqrFjxzJ27Fg+/PBDiouL2b9/P7/+9a/jvg7/0KFD/OIXv2Dfvn0MHz6cp556ik6dOkXdDkPncOD2B0H813gpVD3FtLbqtSTFX8k3tGkDM2eizJ/PEoMB9cGD/PWvf8XlcmE0GklKSuLhhx9GrVZjNBob7PcvrwG6q4rakQjfAJxOJ3v37uUXv/gF7du3Jysri3Xr1nG1/38kLpeLjRs3Bvd66dmzJzqdjnXr1gXfscnLy+Pbb7/lT3/6U9xehxDxNGnSJFatWhVW8T569Cjjxo3jiy++iMuYAhuzR2urHWufffYZj3bqBIWFtLvpJgp37iT1u+/A36q+KgcOHOCylBRUdnvYhW6AEgiJhw5ByNopgEWLFlU6f/Dgwezbt6++L6Nax48fZ0DgTa4qAkVSUhLfqdUkxWFD9xM//0yLkpKo38cA2+WXUwg4t26FCRP4/vvv6Qr4Lr+80rRFbU4OrdVqtlQRCGfMmMGaNWuw2+0MHz6cbdu2YTabue222/jss88a7oU1oBMnTnC9wVB5iqCf1f//xbIaLtDfe+891q9fz1/+8hd0Ol29x3KrWh01nCb3748WKN2+HQYNory8nLZnz+LIzMQW8kZri2uu4SSg+frr4DH3+++zE8ioZWfOC2W67TZMc+fi+uwzqGq6enk5bNzIj0OHYj54EJPJ1ChjyczMZIvXS49t26hNOx1D4II+8mfg/3fe0kBrCAP/Vm3bto0NGzagDlnjqygKEyZMaJDnqa/abodRUlKCze0+vwerVovPbCaltJRjx45xaTX/9tQksCQlI7Ctil+1S1L8sxssHTtCly6ounRBvXo11q+/5puff+bNt99mzZo1jB07ljvuuIN//OMf3Hvvvdx77711Hl/k9FlFUZg1a1adH0fUjwTCenjssce45ZZbaNOmDadOneKPf/wjRUVF3HPPPahUKh599FHmzJlDp06d6NSpE3PmzMFsNnPXXXcBYLPZuO+++5g6dSrp6emkpaXx2GOP0b1792DXUdF8OZ1OvvvuOwoKCkhLS6Nbt27o9fp4D6vReb1ebKGNH6joEBfPrVgae2P22k5j8nq97Ny5k27t28MVV9Dj6qv5VlHotX07NV32HThwgF+0agV2e9hUuAD95ZcDUP799xgjAmGsHT9+nMsDF9nVVOFOm0yk12Fz7IbgcDhQzpxBD1BNEGiZlcU24Ort2wH4/vvvGa5SYQhUdUO1aUOOonCiinBrNBrJyckhJyeHLl26BPep1Wg0F/hqGs+RI0dop1ZX+fNTtW+PF/BV0yTl1KlTwT35srOzefzxx+s1ltNHjpDp80V9c8F27bX4AK//5/TTTz9xDeDq1i3sPK1Ox9cmE1f/+98VB0pLMWzcyL+AO2qxDUSDuOYazmq1pIeE0ko++QTKytialhY2FbehZWZm8g7w4N69/P/27js8iqqLA/Bve3rvhRBCT0JL6Eiv0gWlo5+AUkSKIqgoiCJ2iiigINIRpEoH6YSeACEECCSQXkkvW8/3x5I1SzaNdDjv8+wDmZmdvbuzZc6ce89Ferp+sR4D7JOTkWtiAuNnx5O6ugIArDIzSzVcprSeK+ipQvnTYWRkZBi8sBYfHw87AMKC7y17e9g9fozI/Dk1n9PzDElRxcZCDMC+QPdovzfegOTyZdw6cgSjR4/GyJEjsWXLFgwaNAjJ5cj4GupWm56e/tz7Y2XDAeFziI6OxqhRo5CcnAx7e3u0a9cOly5d0o1D+Oijj5Cbm4upU6fqJqY/duwYzM3NdftYunQpxGIx3njjDd3E9H/++WeN/qFnlW/Tpk1YtWoVWrduDQsLC6SlpSEwMBBTpkzB2LFjq7t5leqbb77BgAEDIJVKYWFhgfT0dKhUKl1mvTYr73QiYWFhyM7OhmtGBtC1K1q2bIljAJoHBZUqIByb3/3IQEBo2bAhcgDk3L4No2ocq0pEiI6Ohpe7u7b4TYHvy2clW1rCuoK6mpVWWFgYdNfmi7lK7+joiM0AXrlzByDCzXPn8D4RBIa6F3p6QkaE7CIK5Dg5OUGtVkMkEuHkyZMAtONrNRpN+Z5MJXoUEaGdYqOogF4mQ6JMBmkxGd7Dhw/DF8B7Hh74c9++5w4IhWFh2nExT8cBFiQwN0eIsTGsnnbtfRAcjF4A1J07F9o20MUFgx4+1BZSOXkSorw8bAUwo6oCQqEQt93c0LC4btJbtwLe3rihUlV6QHgGgIAIOHMGKKY6aW5uLurJ5cho2BDGzwZ8MhlyrazglpaG7OxsmJmZVUj7ass4/KKmw4iPj4cbAFmBYyh0dkbduDg8ejo/YVV6EhoKOwCuLVroltXr3h0AEHvpEpoNGQKhUIhx48ZhzJgx5Zo3NCIiAitWrEBwcDCmT5+O9u3b48KFC883Xy8rMw4In0PBksaGCAQCLFy4EAsXLixyGyMjI/z8888Gu2Sxl9eaNWtw/vx5ve4uKpUKXbt2feEDws6dO+Ps2bPIzc1FWloarK2tyzWAviYpbzem+/fvQwzAJDYWaNIEnp6eiLK0hElUFKBUAsV0qQsLC4NPkyaAk5PBIMvJ2RlhAByfGdOVr6oy1unp6dqgNzMTeFo4pihPHB1hExsLZGYWGzhWpLCwMOhG2hQTEJqYmOCapSWM09NBly9DcPq09ofWUO+Pp5lGUf44q2cY+q0Ri8U4fvx42RpfhfLCw2GsUgFPM8+GJFpbw7aYE8ejR47ggEyGOo8f40JkJNLT0wv1HigNs/wT6CLeT3fd3dErIgJQKqE4fBgmAMjAxZu7Pj5IiYqC7bBhQFQU7vv5ISooqErHEse2bIkue/YADx4ULiQVHw/8/TewZAliDx6EczFFj8rLwcEB4QByHR1hfPx4sQFhXFwcvAEoGzQwuD6vTh00SkvTTudSSVMrZWZm6l2Mr+ni4+PRAoDwmTlLPWQynKuGgDDt7l0IAHgVKHpl0rChdl1+1vwpoVCouxgRHx9vcK7u4hjqVssZwqrDRWUYq0GMjY1x5swZ3d9EhDNnzrwwgVFpGBsbw9nZ+YV6zuWdTuT+/ftobmICgUqlHcchEMCsbVuI1WrtCWIR0tPTkZSUBM+sLKB5c4PbODk54TYASWhooXWbNm1Ct27dsGHDBpw5cwbr169Ht27dsHnz5lK1uyyin2aMbJKSig0mACAn/2SplKXvK8L9+/fRzsREm/kqoZhXqrc30oyMkLF8OV5NS0OWq6vhIPJpQGhcxqvqNbWCn0qlgmV+4YtijmFKnTqoV8yJXtSZM6jzdDqI14hw6tSp52qPY3IyMs3Ni+zWGNWxo3a81vbtaHDsGMJNTCAw0G5HDw/McHbWFjt65RVs8PODp6en3gWeyqbo3RtpAFRr1hRe+dVXgIkJMGECYmNjKz1DCABRzZsDe/ZoJ6gvQsKDB/AGICyiMqrA2xtNgXJ3hQSAjRs3wtfXF61atcI333yjWz64hDHWNU1yRATMABgXLADm7AwXgQBRFRAQFpxPMz4+vsSAS/7wIWIA/Wr2JiZIl0igKGbqn/KMs8/vVrt27Vq9Y8kqFweEjNUgmzZtwr59+9CxY0e0a9cOnTt3xoEDByrlBJw9v5LmbXrW1KlTC41pAUrfjSksLAxd8gvbPO3+5vi0246qmGp/+RVG7WNjgWbNDG5jY2ODEIEAZo8fA89Mvp2fsV6+fDm+/PJL/Pzzzzhz5gxWr15dqnaXRXR0NGQAjKOigBLK+YvyuwCWospqRQkLC0MrmQx4ZoyZIQ0aN8Z6OztYbt+ONwAI58wxvKGpKbItLOCQllatY2UrSmRkJBpqNNBIJMWOs8xt3BhOKhXombkIAW1V1oZxcSChEJg1C12FQhw/cqTMbcnJyYGvXI50A92k89l27Yo9ADB+PFrEx+N09+6FCv8AQKNGjbAjNhZ5QUHAgQMIevQITUrIYle0uk2aYC0AwapV2oxgvlOngF9/BT77DLCyqvSA0NTUFCYmJghq2BCIiQGedmU2RHn2LMQATAtM1aW3Lz8/NAQQWaDS6/NatWoVAgMDERgYCBMTEwwfPhw5OTm6AKg8XRkrwvHjx9G2bVt06NBBL/Pfv39/ve3kT7+zBQUDQicn2CmV5Q6cly9fDl9fXwwePBiLFy/GwIEDMXjwYPz+++9F3kcZHo5MK6tCw5myrK0hjo1F69at4ePjg8aNG8PHxwetW7dG69atceXKlXK1FdB2q/UzNPaaVQoOCBmrQZycnLBs2TJcuHABly5dwrlz57B06dIyd71gFSO/hHnBW3WUMA8NDUVrMzPA2hp4Ghh6tWuHWABpxVSbDAsLgx0AWXw88LS647OEQiGirK0hy8sDnhmrUZUZ66ioKLQUCCBQKoESJiN38PLCfQDqCjjpKK2wsDA0VihKFRA2btwYnycn4+d69fCNmxtMpk8vctscT080IUJCFRfJqQx37txBCwCqBg2A4rKYT8dOZRvo+rp//350Fwig9vUFhgyBpUaDaAOTd5ck6vFjtAWgKOaEsmfPnhgH4NyAARgKQDZypMHt/P39oVQqcetpF7nQ0FA0LiGLXdG8vLywBIBSKtV207xwAVi7VltluEcPYOZMpKenIzMzE65PC7ZUFg8PD1wAtN8pxVRGNzt/HnEALIr4PEtatYIRgJzr18vdJqFQqKtG+/7772Py5Mno16+frshJdVSGLmjBggU4evQoTpw4gStXrmD69OnQaDTIycnR2y4/INQbg+vsDPPcXMSVMyDcunUrgoODsXXrVqxatQoXLlzAqVOnsHHjRoPbazQayBITITHQu0Hj6orArCzcvn0b3bp1w+uvv45u3bpBKpVixowZaF3CdzireWpmvxPG2H8ePdL+OFRh96SapDonFK4JJcyVSiWuXbuGlg0baoORpxkMb29vnAPQoZg56cLCwjDAwgLIyAA6dSpyu/TGjYGAAO2tQEZl06ZN+OabbzB//nyo1WpIJBL4+/tXWpfR7hYWQE5OoekvnuXq6oqrADwCAlAVZbiICBl378I2O7vEYBXQnnwuX74c74eH49NPPy32s0tNm8L75k3ExMSUOrNT3ZNsFyU0NBSvCoWQdOxY7HY2rVohAoD5wYMwe2Yahb937sROqRTinj2BNm2glkjgGRWFR48eoa6BeTSLEnXgABoBUD876XcBLi4uaNSqFTofOAAjIyP8UcS2zZs3h0QiwbVr19CkSRM8fvwYTQ0UqqlMLi4uyJbJsOfttzFq587/Ps+jRwNr1gAiER4/HYvqUcSULRXFy8sLD8PDgblzgZEjgcuXgbZt9TdSqVDv2jUctLbGmKLe/61bQw3A5ObNcrepf//+unkI8+Xm5iIyMhKtW7fW9ZaoLiKRCFZPi3v99NNP+PPPPzF48GBkPTP/qzo8HGqBAKKC40CfBocW6enIysp67gI8xsbGEAgEMDU1xciRI3VjwYvqgh4dHQ1ntRoiAxfBJE2a4FRQEBYuXIh33nlHN4dofs2DxYsXP1cbAeDJkye6Mes1tXv8i4hfacZqsp07gTfeAN5/H1i+vLpbU6nKW4mzMlRkCfPnLc5y8+ZN5ObmwiMpCXjaTRQA7OzscNvUFK/ev68d22SgQnFYWBgGmZgANja6eb8MqdOyJR5cv476588DBYLd/Ix1VYiOjsZooRDw8wNksmK3dXNzw0EAo0JCgNxcoJLmXMuXkpKCphkZ2j86dChxe0dHRyxcuBCTJk3C8OHDi93WyN8f9bdtw6Hw8ELBZk38TBTnYVAQmmg0ELRrV+x2TZo0wQ4Ao06c0HZTfnqRQ61W48nly7CTy4Fu3QAjI2jatkXX8+dx/vz5MgWEwkOHkCEQwGbAgGK3GzNmDAIDA/G///1Pd1L7LJlMBl9fX1y9elUXCFZ1VzahUAgvLy9cVCgw6sED4OZNbW+BApmk/C6FVREQHjlyBBg2TJslHD8euH4dKBiobN0Kq+xsXG/dGkXMnAiYmSHSygrOFVBF8pNPPgGgLSITHBwMsViMgIAA3Lp1C++++26Zu/lXtBYtWuhd1Hjrrbfg4eGBKVOm6LYhIkji45FlaQnLgoHQ06I8DaA9xs97MaJfv366qsU//PADAO082d5FdNF/FByMzgDkBgJCm3btYL11K1Li43Wfm4I9SLp06VLm9v3777/4/PPPYWdnp6uyXp5pLFjZcEDIWE2WPw/eypXA55//N1ntC6gmZOOeVVElzMsznciJEyfgbmICo9jYQgFDfMOGkAUFAVeuAO3bF7rvrZs3sSwzE3jttWIfw8fHB0cVCngdPaotJ29gHFVGRga6dOmCbt264ccff6ywecPyBV2/juXZ2UCvXiVu6+bmhpMAhEolcP58qe5THmFhYegKQO7qqlcOvjgTJ05Ejx494FnC5OVm3bpBCEB56RLwzPuqJn4miiM+f147DqWEk0ErKytccHPDO9HRwMWLuiD73r176J2XB7VUCtHTfUh69kTXgAAsuHy59JWWieB1/ToCHRzQtYSLLu+++y7EYjEmTZpU7Hb+/v4ICAhA06ZNYWpqWuVjCAFtV+Rbt25pqwobKNTy+PFjSCSSSq0yCmgDwoiICG0ma/t2oFUrYMAA7QVMe3ttsafZs3HQ2BiyEi4OPG7QAH6BgdriNBXQC+brr79GZmYmtm3bhmnTpgHQXqCZP39+ufddHoYqynfr1k1vLsL4+Hh4KhRQFKjoCQCoUwcklaKBQoGIiIjnDgjnzp1baJkkPByjnJyQk5MDExMTvXVPLlwAANgZ6F0i9fHBZgCDDx5ExytX/utBUrcuNkqlUMbHQ1LGoS6ff/45jhw5olcVNjo6Wr+gDas8xGq19PR0AkDp6enV3RRW0e7eJQKIVq8mEgiI1q2r7hZVql9++YWSkpIKLd++fXs1tKZidezYkdRqtd4ypVJJHTt2LNV9v2nTRvteePRIb917U6ZQqkhE9Mknhe4XFRVF7bT5F6ITJ4p9jNOnT1PP/G0DAwutj4iIIB8fHwJAAOjnn38usd1lkZKSQq/kP/7586W6j421NWWYmxPNmlWhbTHkz/Xr6QFAikmTKn7nKhVlCgR0uGvXQqtq02ciNTWVfgUo3dGxVNu/OXYsRcpkRK+9plv225o1dAMg+YAB/214+jQRQON9fErdFs25c0QArXvjjVLfpyS///47ASBnZ2fq169fhe23LH788UcyMjKivLw8g+s//PBDqlevXqW34+DBgwSAHj9+rF1w9iyRvT2RuTlR+/ZEMhmpGzcmW4DWr19f7L7+njmTCCD16dMV1r6rV69SM4A29upF/fv0IVdXV8rIyKiw/VeWU6dO0T2AUsaNK7RO06QJ/SoS0dKlSyvuAbOzKcvSkgigbQU+h/l29Oun/U7Oyip835gYIoBmeXoWaicBtNDSkh48eFCm5nTq1IkePnyotywoKIjPcavIyzkoibHa4MgRbde5ceO02Z+DB6u7RZWqvJU4a7LnLc6SlZWFS5cuYYCRkXbusWe6gjXx8cEejQa0eXOh8u+//vorZgqFUNetq+1+VwwvLy+cBpBnZQWsX19o/ZQpU5CVlYUbmzZhV5cu+HD6dFy+fLnYfZbFwYMHMQKAysnJYKbTkIaNGuGKs7N2/rVKnqg988IFeAGQDB1a8TsXiXDH0hKuBTIF+WrTZ+JqQACGAVAVM2avoNbt2mGBSgXs3g3s2wcAiF6xAs0BSGfN+m/D9u2Ra2ICn9BQKBSKkndMhLx58xACwG7UqDI/j6IMfXrs4+Li8Pnnn1fYfsvilVdeQV5eHgICAgyuv3jxIloWUTyqInk9HWf8MH/agVdeAYKDgTlztN9Tixfj9tq1SAFKLL4j6dIFDwHIV6yosPbt2b4d/wiFGHf8OLa4uSE1NRWLFi2qsP1Xloe3bqE+AAsDGTmBjw/ayGQVOhaSDh2CaXo6kgF4HjlSqNKxIDQUccbGgKlp4Ts7OyPL0hJOjx4hLy9Pu+zBAwieTl/UOz0dCxYsKFN7fvvtN3zwwQdo37492rVrh/bt2+Ozzz57nqfGnkd1R6SsfDhD+ALr14+oZ0/t/7/4gsjSkkiprNYmMa24uLgybz9jxgzq0KEDtW3bljp16kQzZ84scT/Hjx8nIUAKBwei6dMLrQ8ICKA2+Zm1Almj7Oxs6iiVkhog+vXXEtunVqtJJpPR5V69iMzMiApkpXJyckgmk9G6jz8mMjYmAmiXlRUNGjSoDK9A8QZ07UqZIhHRxx+X+j5vvvkmvdO0qfa5HzpUYW0xZI+nJz2RSIgUikrZ/45OnUguEBDVgixGUbaPHEkEkCYoqFTbX7lyhQBQSpcuRFIpyYcOpUyAIpo3J9Jo9LaNGzaM4gG6Xprs8erVRAD1ByghIaHMz6M427dvp/3791foPstCrVZT48aN6TUD2ZysrCySSCS0cuXKSm9HXl4eCQQC+v3334vcZvv27QSAnjx5Uuy+bty4QdMB0giFRDdulLttGo2GZjg5ab8X3nqLSCCg3157jRwcHEilUpV7/+WRl5dH169fp+PHj9P169dJLpfrrf/5jTe07b5+vfCdf/yR8kQi6tO9e4W1J7BNG7oL0ME33iA1QGsWLtStUygUdEEopLvFZOZTevak8wBdvHiRiIhy5s2jLIB2tW9PKqGQLMXicp+b8jlu1eGAsJbjD8sLKjOTSCYj+vFH7d+XLpWpOx2rXL169Xru+96/f59Wr15NyQ8fEj3TjfRZn376KQ2xsNAe+4CAQutzc3NJIpFQuI8PkZOTrkvpibVrKRygXG/vUl9EaNKkCX08caI2IHznHd3yNWvWkBCgrBYtiOrVI1qyhNQCAbW1siLNMyfuz0Oj0dDnUimpRCKiyMhS32/x4sVkY21N1LYt0SuvlLsdRcmJj6c0gC526VJpj7Hju++IAMpZvbrSHqNSaTQUamlJt6ytS30XuVxOUqmUVv74I9Fnn1FKw4a0DKDwW7cKbZt35w4pALrep0/xO92+nUgopBONGlHz5s3L+CRqhzVr1pBAICjUHe/o0aMEgEJCQqqkHXXq1KF58+YVuX7hwoVkb29f4n6ys7NJJhBQqpMTUadO5b7oefv2bToA0JPGjbXfr/36kVokoh4AnT17tlz7Lo+NGzdS+/bt6f3336f58+fTe++9Rx06dKBNmzbpttlcvz5lisVEhgLX8+eJAOphYVFo+MHzUKlUFCEU0ilfX6KUFFIJBDTbxISynnYPPX3wICkAivjooyL3oVy5kpQA/fbFF0Q5OZRuZUV/CIWU9LSbdw+Atm3bVq528jlu1eGAsJbjD8sLavdubRCQ/6OvUhHZ2BDNn1+97aoGZc3GVaTWrVsXuvn7+5OlpeVz7S8xMZG8vLzo/adZPbW/P1Exn10fHx+64eJC5ONTKGuSr02bNjSmRw8iT08iCwui3r0pVyymx2IxaSIiSt22YcOGUevWrYlWrdK+937+mXJzcsjc3Jy2t2hBGoFAO1YoL49y7Ozor4JjiMohKiCA0gGKGDiwTPfbuXOn9rtv40Zte48eLXdbDAkbMYJyALp38mSl7J9IexJ7AqC0xo0LHeeSsgo1gXrtWiKANr71Vpnu17ZtWxozZgwREY0cOZLq1q1b5EWGn11ctMf500+JsrP/W6HREAUHE40dq81QjhlDrk5ONGfOnOd+PjVZTk4O2dra0vRnegzMmzePHB0dK+QiTWkMGjSIOnToUOT6Hj16UI8ePUq1r0aNGtHy114jEouJ/ve/Ei+UFefHOXNICZBixQrtAoWCND17UrRIRJPL+P6sSCWNI1cqlXRNJKI7TZsa3oFCQQpTU1oI0C0DF03KKujvv4kAuvPNN0RElN2+PR0FaO/evUREtLJLF+3n6d69oneSmkq5QiHts7Oj5IEDKQ+gqd27az+Tdna0ysGBJkyYUK528jlu1eGAsJbjD8sL6s03iby99ZeNHk3k61stzalO5cnGlVfjxo1JaeCKdc/8rrxlkJycTK6urtQEILVQSP8AlC2RUEKXLgaDveDgYBqQ3x10x44i97tx40ZtZuDsWaJPPiHlgAG0xMiIPiqQ5SuN3bt3EwC6dfOmtlALQMmNG9Ph/DYUKFzzZOlSIoBOLFhQpscoJCuLUuvXp0iAIst4knPz5k0CQAHnzxN160bk6kqUklK+9jzr4kVSCYW0vIKyoUXRaDT0upWV9nXetUu3vDRZhWp36xapjYzoD4COHTtWprtOnz6dvLy8aMOGDQSA1q5dW+S2k999l1bY2xNJpUSmpkQdOhB16ULk7q593VxciH7/nW49fV8cP368nE+s5vrss8/I1NSUsp8GxtnZ2eTh4aELrqvCpk2bCADdMxAw3Lt3jwDQli1bSrWv119/XRtcbtqkLaDWqxfRc15sWuPkRHkikf53wb17pBII6GOpVJcBq2o9e/akkwUuKmk0Gjpx4oQuaL65dSsRQHe/+qrIfShHjaJ7AP28fHm527O1fXtSAKTMf51++YUUAE0ZNIgy0tMpQCikxx4eJe4naPx4IoCUAI0D6J9//tGuGDqU7ru4UP369cvVTj7HrTocENZy/GF5AeXlabOBz46n2rtXe+Jz+3b1tKuSVXQ2riLs3r3b4BiY089REW/BggVkZmJCmf7+RPXr0+xp02jY02BL/tNPhbb/ZtgwShUISP3qq0VmB4m0Yz0sLS3piy++oNzcXGrRogUJBAI6X8buxQqFgszNzenLL78kIqKMzZvpqLExXbayIlq/Xr8NajUFm5rSI3NzorS0Mj2OTkIC0SuvUJ5EQt2srcsccGVnZxPyqxhGRhJZWxN17Fhx4/AePiRyd6dAmYymT55cMfssxrhx4+i8ubk20/v0PVee6rRV4soVInt7SnZ3JxOA0sr4Xjh06JCucu348eOLfQ9s3LiRBAIB3Tt8mOjbb7UZwZEjiebMIfrnH+33JhF9/fXXZGRkRLm5ueV6ajVZfsA1c+ZMksvlNHbsWDI2NqawsLAqa0N+ENq/f/9C67788ksyMzMr9THIH2+4a9cuouPHtd3fZTKiCRO0XSVLOfYv6uBBygIo1EBvg/RRoygZoK2rVpVqXxWtpHHkQU2aUKxAQIrMzKJ38rR67pJiMrOlERUVRWcEAnrQqNF/C1NTKcfMjI4BtNbIiAighM2bS7W/s7/8Qv/r0UP//ffLL6QWicgBoH///bdU+9mwYQP5+PhQy5YtacmSJUTE57hViQPCWo4/LC+gTZu0gV9oqP7yvDwiBweiadOqp12VrCKzcTVNfHw82dra0uauXfWmgQgLC6MVAgGpBQKiefOILl4kOn2a8iZPJgVAUS4uRKmpJe5/5MiR1KpVK1q2bBmJRCIKMDDesDSGDh1KLi4utG7dOpowYQJZW1vTo2emusi3a+FCegJQZrNmZbuan5VFtHIlkZ0dqR0cqL+VFc16zqkj6tSpQ++//772j0uXtF1mfXzKX5zixAkiZ2dS1qtHrhUwDqY0Nm3aRF4Aqa2tibp2JcrKKjGrUG1SU4k++4xIIiFq145G9+lTbPfBoqjVaurUqRO1bt2akpOTi902Ly+P6tWrR6NGjSpyG7lcTnXr1qVxBsr2v2iaN2+uC6YB0LpqmJZo69atBICOHj1K0dHR9N5779GBAwfIzc2t2ONkSJcuXeiV/LHAmZlEixcTeXhovy+trIiGDCH66iuiv//WFl2JiCBKTiaKiiK6fJmUn3xCWSIRBQkElBEfX/gBYmIoVyikw46OpQ4wq0J6ejolPO1x8WdJ45Q1GnpYpw6FC4WkLEfBpG/HjNGOWf7tN/3dHz5MWRIJ5QF0ZcSI594/ERGlpJBGJqPf6tQp9XdDu3btSPG0cNfy5ctp2LBhFBcXx+e4VYQDwlqOA8IXjEJB1LAhxbVsSZ6enrRx40b99QsXEhkZlan4Rm1Rkdm4ypCYmEg7d+6kNWvWlHlQ/8yZM2m4mRlpZDKiiRP11q1auZIWAqR6elWWAEoRCukrqZSinpmTqShbtmzRnRiW52T4wIEDeieZ+VdpDVEqlTTc3Z2eGBlpq4+OG6fNJF69ShQerq1UGh1NFBJCdOwY0dKl2pM6c3Ntt7Bx4+j72bNJKpVSeHj4c7V39uzZZGNjQzk5OdoFwcHagFAg0GaPjh0r/cmfQkF05AjR4MHa49CtG/2zdi0BKDIorkj5Jz5bJk/Wdon09aW4o0efqzptpVAotHMCTp2qPYYyGdGnn9Lev/4iABU7P1oRvvnmGwJAf/75p8H1ixcvJrFYTDdv3qz0tlS39PR0On36NI0YMYJat25t8GJaZVOpVNShQwe97wwA5OnpSZFl/I3KHxO8e/fu/56LWq3Nii1cqO0ebG2t+4589iYXi2mFSEQ7iql8GjB1KqkBCnVzo/QrV8rxzMtPo9HQpsWLad3T9u8yN6eoUrxmIXv3UhJAyQ0bantZlNHjBw/orFBIKVZWBqsmK3NyKC02tsz7NWjWLFLIZOQDFJpf0JBnA8fjx49Tx44d+Ry3inBAWMsVDAhTn2YSUlNTSaVSkVqtprlz59Lu3bvJwcGBP1A1mEajoZSUFKJ580gjFlN3W1vdj6uHhwdt2bKFEhMTtQVInJy0GQSegqJKBAcH0/Dhw8nL3Jx+AegOQKc9POiN+vXp8uXLxd9Zo6H006dpi0ymPXF59VVd17Z8CoWCGjduTKYSCS0cOJC8ARo7ciRdu3at1G188uSJ7v1yuxxdijUaDa1YsYJMTU2pbt262vdcMb7//nuyk0opdc4c7ZhXgaDIEzaSybRVBL/8kig8nGJjY8nY2LjYSoUlCQsL+6/baD65nOiXX4gaNNA+rrm5dvqW997TdjVct47ozz+J/viD6LvviGbP1o5ZejpBMzVuTLRhAyUnJpK7uzt17Nixygp1zJw5k6RSKcUeO6Z9PQHt9DN//aXNhlQFjUYbzJ8/r32tPvqIqHt3IhMTbXvc3LTd2ePiSK1Wk5eXF/Xt27dKit3ExcWRg4MDmZmZFfo902g05OXlVe4iFrVRVb0/DUlPT6c9e/bQtGnTaMKECbR7925dlqcs1Go1tWvXjgBQmzZt6P79+4W7IOe/N69d03Yt3bWL6NAhOrBwIRkJBPTDDz8U+xgajYaWDhxIUU+/kzSNGxO9/TbRDz9oh2RcuqTNPOZfYKoMajUpLlygEx4epAAoVSSig6++SnHR0aXexRQ/P3oiEpHaxkabNb13r9hhBfmUAQF03dKS5ABlHDhQnmdROhkZpPL1pQyADr/6aonDCxYvXkwR+YXQrlwhmjCBLv37LweEVURARFQxMxqy6pCRkQFLS0v4+fnh+vXrmD9/Pr766ivMnTsXEydORIMGDXTbDhs2DKmpqRg2bBh69eqFOXPmYPLkydi5cydWrVoFqVSq2zY0NBTDhg3DpEmTMKvgJMEGJCYmYv/+/WjevDlatGgBiUQCALh27Rr8/PwgEAgq58nXEHfu3EG9evVKnGTckNzcXCxduhS/rFiBKQkJmA/gIwDfAzh79iyWL1+OXbt2AQDMzc0RFhYGx3v3gB49gDfeANauBYyNK/T51BSP//oLaatXw71NG9jMmwdYW1fZY1+8eBExMTHo378/evr4oEt4OD6VSmFkYoJrHh6wv3kT9QDcNDaG88iRcGjZUjt5r1wOZGYCkZHIDQ2F8No1yDIykCAQQLxoEWw//hgQiQo9XlZWFkaNGoUDBw5g9OjR2Lx5c5k/N7dv30ZERAQGDhxY7ucvl8shFoshMtDWgtLT0+Hj44Po6GgsWbIEc6dOheD+fSA9Xfs6SKWApSXg6Ah4euqeu1qtxoIFC7Bs2TJER0fDysrqudv66quv4ujRo5g5cyamTp2qmzQbRMC1a8CJE8ClS0B4OBAZCWRk/HdnS0vAwQFo2hTw8wMGDQKaNYOGCNOmTcOOHTtw48YNuLu7P3f7yiIrKwv16tXDqFGj8P7UqfA8fx7CtWu17QeAJk0AX1+QpycE9eoBtraAubn2JpMBEon+TaUCcnOBnBwgO1t7TJ69paYCCQlAfLz2FhenXQ4AAgFQpw7QogXQqROy/Pxg2rkzBCIR1Go1Fi1ahEWLFuHy5cto06ZNlbxGMTEx8PT0hFKphJ+fH0aPHo1r165BJBJh8+bNOHjwIF599dUqaQurWHK5HJs2bcKkSZMAAGZmZtBoNMjLy0P79u3RvHlzzJ8/HxEREYiKikJeXh5iY2Mxf/58vPHGG9iwYYPeeUxRLp08ie969MBnfn5wSUyETUICJAqF/kampoClJTSWliBzc4isrQEjI+1NJvvv//l/C4WFL4MplUBWFpIeP4YqNRWOABSBgTDKy0MsgKTx49Fs5UoIzM3L9DrduHEDQzt2xPcyGYbm5EAkl0Nhawupt7f282ppCUilIJEIgtRUKKOioAoKgnFSEh4CyF62DM1mzCjTYz63jAyc8fdHp7AwCIRCwNsbivr1EQvArmlTWDg6al9DoRDIytJ+H924AezbBwBIOXgQdv37Iz09HRYWFlXT5pdVdUekrHzyM4TlvR07doyWLFlC9+/fp4sXL+qtu3z5MgUGBhp87H/++YcmTZqk27ZHjx4UEhJCgwcPJgDk5+dH9+/f17tfwauZSUlJtGzZMsorkDXZs2cP+fj40NmzZ+n48eO64hj9+/enuXPn6rYLCwsz2NUsJSWFVCqVbkC7Wq2mO3fu6G1z9epVWr16tV43m4iICDp48CBpNJpSXXFVKpX00UcfEQCaMWOG3rqgoCC6fv06JSQkkEqlooSEBAoMDKTs7Gz6/PPPafPmzZSRkUEjevSgtwAKFghIBdDcAq+7XC4njUZDFy5coFGjRpG5uTkBoP/973+k3rJF202vQQNtpqMU48zyFayydu/evRKzQEXJzs7WZjWJSlU8ICsri27dukUxMTEG11+8eJE+/PBDWjxxIp318iIC6DFAuQCpzc0p7+OPKT04mIi044kKTjKc+XQgfk5OTpHHLr+bp1KpJHlODlF6OmliYojCwoiuXyfVwYN0YepU2tK6NX0F0A6A7gqFpAZILZFou8olJlJWVhZt3rCBwpYsoT0iET0CSCkSaU8BxGJSmpnRLYAOAPQFQK+Zm9O5Uk5Z8DxX1qvbsWPHdO/ZFStWkEqlIoVCQYmJiXqfayLtaz9w4EDd9h8VM8dVaRXs5mpra0tHjhwxuN3jx4/p+++/p+zMTMpOSyN1bi5lZGSQUqmkq1ev0pEjR0itVlNkZCT5+PgQAL3vm6oyY8YM3fPp2LEjTZkyhT4cPpx2DhpEV/386LaDAz0SCLQTeReVjS3hphEISGVmRhpXV0pzd6fIhg0pvEMHevz665T66aeUs2EDya9eJU12Nn355Zc0YMAA3WsCgKytrUkkEhEAWrRoUZW/RgcOHKBRo0aRi4sLAaB69eqRi4sLffbZZ9U++XhNFZIYQjtDdlZ3M0rlp59+otatW9NHH31ExsbGNG3aNHr11VfJxMSk0LmLSCSiESNGlLnL7JQpU3T7EADkCFAzgHoBNNfFhRZaWNBKW1taZWREm8RiuuzmRlccHemyhQVdMzKiEFNTemhqSqn29pRsYkJxIhElGxtTipkZxUqlFCOVUoKFBYWZm9NZgA4BtE0kok8EAvqmb186X86hEJcvXyYzMzMyB6gfQF8BtNfMjG5bWVGMgwOFGxnRfYBuymR01NiYvgdoSt26dOXpJPJVKT4+nvr6+tIkgPY5OtItGxu6B1AqQIr8306AVDIZJUskdEogoBVPl3V6eow4Q1j5OENYy+VnCL8CIEPxUZ9EIoFcqdT9Xa9+fYQ9eKC3jUAohFqjKXRfgUCA96ZPx979+xHx6BFsbG2Rm5eHzOxsEAB/f3/U8fDAzl27Ct1XJpOhUePGiIyORp06dXD3/n0QgGYtWiA8PBwxcXHw9vFB//79EZ+QgL927EBWTo7ePsa/+Sb+3LABGgBz587Fps2bERUTAwKwc+dOhN69i9NnzmDY66/jnXffhZGREXLy8tC3Xz9kZWXhzLlz0ABY/PXXCAoKwj8HDiA7Nxdjx47F4CFD8OVXXyHwxg0QgBEjRuDY8eOwd3DA+DffxNXr16EB8O6772LHzp0YPWYM4uLj8feuXdi+YwcIgImpKSZPnoyOnTrh8aNH+HjWLBgDMAbQrnlzZCQkIDc+Hk4AnAC4AWgBoB4AEgiQ27EjJF9/jVO5ubC1tcW9e/cwevRovWP9zz//YNCgQbq/TyxfDqfly+EdHg6IxUDr1lB7eyPJ1hZSDw9YN2mCR7m5sHB3h22dOgi4eRPdevaEQqFAv379YGtri82bNwMAZs6ciddffx2tW7fG8ePHceDAAQwdOhSBgYHw9fVF27ZtERYWhkaNGuHatWuYNWsWHB0dcfLkSXz66adYvHgxtm3bBicnJ2zduhUtWrTA1KlTcf36dTg4OODa1at4a9QoQKFAA3d3bF63Dt8tWAAPU1NkP3oETXw8XLOy0AZAewDJAgHujhoF1wUL0L9NG7ybno4pAIwAPJHJ8FgqRRoRXBo2RGRCAuJiY9G6ZUvcCQmBkVgMFwcH+Hp5IT02FprMTEhVKmQnJsJMIICxRgOJRlPkZyobQJ6ZGXKdnXEoKgpeb7yBHj/9pM3GPOPJkydYvnw5Fi1ahHlz5sC/bVtMnDgRaWlpqFevHo4ePYr69esX+VgvirS0NHzwwQf4448/AAD29vZISkqChYUFWrdujfr16yMkJATh4eGIjY0FAIwbNw7r168vMQtZEo1Gg7/++guurq6YOHEioqKi8Msvv8DS0hKfffYZYmJi0K1bN1y+fBnx8fG6+9WrVw8xMTEgIiieZgckEgmUSiXEYjGaNWuGv//+G56enuVqX1mFhIRg/PjxGDZsGLZt24aYmBi4uLjgwYMHkMvl8Pf3x7Vr1yAG0NDRETKFAsrUVEgBSJ7eLIyM0LtbNxw8ehSZGg1yAOQAkEskeKJUQmBqiqzsbHh6eiIiIgJisRgqlapQW6ytrZGamgoAePvtt+Hr64s9e/agZ8+esLOzg7+/P1q3bl11L84znjx5gocPH8LPzw9CobDa2lFaCrUCgXGBaOfWrsofe1vwNjx48gCfdfmsyh+7PFQqFcRiMQAgISEBa9euRbt27dC2bVvIZDKIxeLn6oWk0WgQFBSErKwsdO/eHT///DMuXLiAjIwM2NraQiwWIzs7GxYWFli/fj2USqXuvr1794azszOuXr2KO3fuwNbWFn379sWWLVsAAEOGDMHevXsBAP3790eHDh3g4eGBS5cu4e2330bLli3L/8JA28Po8ePHSExMxIMHD/DXX38hMjISd+/e1dvOysoKU6dOxZw5c8rVG6O8AgIC0L9/f6SlpWHChAlwc3PDF198AQAQQHuu5+joiMTEREweMAC//vMPPmvbFl9dvswZwirAAWEtlx8Q3rewgJOZGWQSCfJycwEAudnZUKvVsLO1hVqlgvDp9nm5uRAAcLC3x5OUFIiEQt16wdOblaUlREIh0lJTdcvyb0KBQHcTi0QgtVp7UkcEjVoNaDTa7arlFanZkgUCqO3tkW1ujj0PH8Ksc2e8u3Ur4Opaqvvn5eWhZcuWel/4rgDmNmyILjIZLKKi4JiWhqI6kcqhDXgUAgGURBBIJMhTKqECoAYglEiQq1RC/XT7/OOY/29pbvnbmkgkECqVkEF7saI4agDpdnYwbd8e1K8f6PXXYWxnBwCIjIzE0aNHkRUbi9x9+6AMCoIXALOnN1OhECqNBmoAGgAyExNk5uRAaGqKhOxsZD19zmRkhOS8PGQ//dupXj08jItDUm4uMgE4+/pi2OTJ6DFwoK6LIBGVeLJBRPj+++8xd+5cAIBUKkVgYCAaNmyo6z79MsjMzMQHH3yA33//Xbds6NChEIlE2Lt3ry7geP3117Fly5ZKeW1ycnLwzjvv6E7M+vTpg44dO+LAgQN49OgR+vfvj9OnT0OtViMyMhK+vr7o2rUrvL29Ua9ePezcuRPR0dFYt24dnJ2dK7x95ZGTk4PIyEg0btwYOTk5OHDgAG7duoXExET06NEDUVFREAgE8PLywtq1a3H48GHMnTsXkydPRl5eHjIzM3HhwgU8efIECQkJuHjxItLT07Fo0SKMHDkSx44dw9atW+Ht7Y20tDSYmJjg1KlTUCqVOHr0KMzL2K2NFfbwyUN8duozbB22tcof+7sL3yE9Lx2Leyyu8seu6QoGnYY8ePAAVlZWsLOzw/379+Hl5QXR027T+/btwyuvvAJ7e3s8ePAAERER6NWrF0JDQxEWFqZ3EbcqKJVKXLhwAQ0bNoS9vT3EYjHUanWxz68qhYeH4/Tp0xg5ciRMTEwQGBgIGxsbpKamYt++fZg1axY0Gg0sFQoInZyQsWULLMeM4YCwCnBAWMvlB4Rl+bBMmzYNTZs2xbRp03TLAgICcPLkSaxfvx5jx47VXbWJi4uDWCzGmTNnsGDBAkyYMAGzZ88u1ePExcUhLS0NDRs0QF5uLkxNTJD65AnOnD4NEKFf376QSaUAEcIfPsTNGzfQvl07RD5+jNZ+fsjJzoaRTAahQIBDBw/CSCZDWmoqjhw+jI/mzEGD+vXxz/79WLN6Nbp364Z2bdtixIgRGDt6NN7+3/9gYmwMlUIBUxMTXL1yBYcPHcKRI0fQu2dPrPz5Z0RHReH7775DXm4uPvn4Y3jUqQONWo1LFy+irocHjh09ihUrVmDenDkwMzXF8mXL8M6kSfh5xQr07NEDH82ZA6lEAhBBqVAgJjoa4Q8fwsraGtv27kW6QoE5n32G5OxsWLu4oLG/v3ZM1VNXr16Ft7c3TExMSn/AoQ1AwsLCMHHiRCxZsgQTJkzAvXv3AAAikQjdunZFckQEssPD8eGYMbAAkJWYCHVGBvq+8grc7eyQm5qKJ0lJcHN0RExUFFLi45GWkoJbQUF4pUMH1K9bF7t37UKuXI56Xl6wd3KCtY0NbgYH4+GjR/CoWxcOzs6wsLTEmXPnMHb8eGTn5kJqZAQjY2P8sHQpVACatmiBbJUKMktLvPnOOxAYGWH/0aOISUnB/6ZNw4O0NDTt0gVCW1uDY+uelZeXBycnJ/Tr1w9bt26FRqPR/dg9efIE1tbWEIlEGDhwII4cOYINGzZg5MiRePToETw8PLBkyRKkpqZiyZIlkEqlICLExsZCJpPB7mkA+rzu3LkDU1NTWFlZwdLSslz7qs1SUlIAAKmpqbrsaHJyMkxNTaFSqWBqalqp2RwiwqlTp2Bubg5/f/8iA/qsrCyYmpq+kGOcNRoN4uPj4eLiUt1NYQXcjL+JmUdn4tSbp6r8sacfmg6ZWIYfev9Q5Y/NWJllZgIWFshYtw6WEyZwQFgFOCCs5Z4nICxO/tuhtp4kBQQEwM/PDzKZ4ZzU1atX0bBhw1KdsKempuLbb7/FggULYGxsDI1GA6FQiOzsbJiamlZ005+bSqWCRqNBXFwc7OzsdG178uQJbGxsyrSvuLg4XWYkv4tMwUyOQqFAamoqHB0ddcsMZdH279+PR48e4f3333+u51Scu3fvws3NDWZmZkVuEx8fj4SEBDRv3rzCH58xxp7H+cjzmPTPJIROC63yxx6yfQjcLNyw8tWVVf7YjJWZQgHIZMhYtQqWU6ZwQFgFakYOmdUYtTUQzNehQ4di15dlvIu1tTW++eYb3d/5WY2aFAwC0HUF8fDw0Fte1mAQgF43OUNd+qRSqV4wCBh+z1RmN5nGjRuXuI2TkxOcnJwqrQ2MMVZWWYosxGfFl7xhJUjIToC9iX21PDZjZSaRaKsc5+VVd0teGjzMizHGGGOskmXKM5GWl4Y8VdWf5EqEEuSp+eSa1RICgXY6j2enA2GVhgNCxhhjjLFKlqXIgqu5a7VkCY3ERpCr5FX+uIw9NyMj7dy+rEpwQMgYY4wxVskyFZmoY1kHaXlpVf7YMrEMcjWfXLNaRCbjLqNViANCxhhjjLFKlqXIgoOpA3KVuVX+2AIIwDUEWa3CXUarFAeEjDHGGGOVLFOeCXsTe+Sqqj4gZKzWMTLiDGEV4oCQMcYYY6ycbifeLnZ9liIL9qb21VJUhsDZQVbLcIawSnFAyBhjjDFWTm/ufbPY9ZmKpxnCKu4yqtaoIRTw6R6rZThDWKX4G4IxxhhjrBzyVHm4k3Sn2HF6+RnCqu4yKlfLIRPJqvQxGSs3mYyrjFYhDghrgF9//RWenp4wMjKCn58fzp07V91NYowxxlgpRWdEI0+VV2ywp1ArYCmzrPIMoVwlh5HYqEofk7FyMzLiLqNViAPCavbXX39h5syZ+PTTTxEUFIRXXnkF/fr1Q2RkZHU3jTHGWAk0pIFao67uZrBqFpUeBQEEeJL7pMhtBAIBjMRGVT6GkDOErFbiaSeqFAeE1eynn37ChAkTMHHiRDRp0gTLli2Du7s7Vq1aVd1NY4wxVoJ9d/dh6aWl1d0MVs0i0yPRwLZBsQEhEcFYYlyhXUaJCDnKHATFBSEqPcrgNnKVHDKx4YDwUdojTDkwBQo1Z2JYDcNFZaoUB4TVSKFQ4Pr16+jdu7fe8t69eyMgIKCaWsVqEoVagfVB67E2cG11N4UxZkBURhRORpys7mawapaUk4TGdo2RkpNS7HbGYuMK7TJ6MOwgfFf5YumlpRi1axQOhR0qtE1+htBQpdHfr/8OsVCMdYHrKqxNjFUILipTpTggrEbJyclQq9VwdHTUW+7o6Ij4+HiD95HL5cjIyNC7sRfXtuBtuJ9yH7tDd1d3UxhjBsRlxuFu8l2e9PsllyHPgKeVZ7EZQgAVmiG8m3wX3174FtcmXcPGoRtxZOwRrAsqHNgVzBA++z69nXQbX3T7Av9G/Fumx07JScGN+BvP3XbGSiSTASEh1d2KlwYHhDWAQCDQ+5uICi3Lt2TJElhaWupu7u7uVdFEVk3ORZ7DtDbTYCIxQaY8s7qbwxh7Rnx2PBrYNkCmgj+fL7MMeQbqWtUtMSCsqDGE6wLXYeaRmdgxfAesja0BAGZSM8hVcijVSr1t8zOEUpEUKo1Kt5yIoFQrYWNsgxxlDjSkKfXjf/zvx/jp4k/os7kPlpxbUu7nw1ghI0YA7dpVdyteGhwQViM7OzuIRKJC2cDExMRCWcN8H3/8MdLT03W3qCjDYwbYiyEmMwZuFm7o7tkdx8OPV3dzGGPPSMlJQRO7JkjMTqzuprBqlCHPgIelR8kZwgrqMvp36N84MPoAnM2d9Za3dW2LyzGX9ZblZwhlIpleMJqalwo7EzsAQD3renic9rhUj61UKxGZHomNQzfi6NijkKvlmHZwGu4k3Snns2KsgD59gL/+qu5WvDQ4IKxGUqkUfn5+OH5c/0T/+PHj6NChg8H7yGQyWFhY6N3YiykpO0n3Yz2syTDsCNlRzS1iLwqFWoEJ+yYgOSe5uptSbkRUrd01CQQnMyckZCVUWxtY1bgYdRFbbm3Ry7Lly5BnwN3SHeny9GL3URFdRq/FXoOXtRfEQnGhdT3r9cTxh/rnFPkZQiOxEeTq/+Z1i0qPgruFtpdRU/umpQ7oToSfQK96vXR/L+iyAD3r9cTkA5PxwdEPcCHywvM8LfYM31W+uBJzpbqbwV4SHBBWs9mzZ2Pt2rX4448/EBoailmzZiEyMhKTJ0+u7qaxahYQFYCO7h0BAI5mjpCJZXwFllWI+yn38W/Evzgcdri6m1IuX5z+Au3XtUfbtW2RrciutnY4mjoiIZsDwupERJVeKfP7gO8RmR6Jz05+VmidUqOEvYk90vMMB4RKtRJioRhGYqNyBYQa0mD+yfn4vMvnBtf7u/jjRsINvWV5qjyDGcKojCjUsawDQBsQhiaHlqoNe+7uwbCmw3R/CwQCDG0yFG94v4E3vN/A2qC1PO69nPJUeYjLjMO5xzwvNasaHBBWsxEjRmDZsmVYtGgRWrRogbNnz+LQoUPw8PCo7qaxanYh6oIuIASAzzt/ji/PflmNLWI1WVpemsHMhSEhiSF4w/sNhCT9N2A/OScZtxJuYfOtzbVmXr2A6ABcnHAR7/q9W20noAII4GDqwF1Gn1OeKu+5M7yBcYGYc2wOll1ahm4buqHDug6Qq+Ql3/E5xGfFw0hshHmd5uF63HWDnxFLI8siM4S5qlwYS4whE8lKDFxVGlWR2fuPT3yMkT4j4WDqYHC9RCQp9D2QPzG9kdhI7/WJSo+Cu6U2Q9jErglCk0oXEMZkxqCuVd1Cy99r8x7aurXFz/1+xs9XfuZx7+UQlxmHVs6tEJ9luMAgYxWNA8IaYOrUqXj06BHkcjmuX7+Ozp07V3eTWA0QkhQCbwdv3d9eNl4AwCeerJA8VR76b+2PcXvGlWr724m38VqT13Av5Z5u2Q8BP2D20dk4GXESf974s1JO5q7HXkdyTnKZilcAwPJLy3HkwRG9ZQFRAWhg0wACgQAjfUbi98Df8eqWV/Hm3jfRZ3Mf/HPvn3K1NUuRVeI2cpUcUpEUjmaO3GW0CBrSYNmlZQZPbJNzktFhXQd8e+HbMu3zx4Af0fGPjph7Yi6GNhkKB1MHnBh/Au/6vYtPT35a5AWNHGUOQhKfr2rhlltbMMZ3DAQCAbp7djc41YiFzKLI4kK5ylyYiE2KLBhX0KGwQ/j+wveFlkemRyI6MxpvtXir2PvbGtvqBZT5XUZlYv0MYWR6pK7LqIOpAxJzSv5tUagVkAglxW5jJjXDB+0/wIrLK0rcX0EBUQEISQxBcEIwdobsLNN9XzQxmTHwc/ZDfHb1B4RZiiwsPru4upvBKlnhDuiMsWr1KO0R/r7zN4zERhAK9K/ZDGo4CG3XtsXJ8Sfhae1ZTS1k1e1O0h2EJoViWNNhuJN0B79c+QUz287EP/f/waO0Rwav3hf0IPUBvO29ddUIL0VfQkBUAM68dQbRGdHos7kPzkedx/rB60vdJg1pcCL8BJZfXo5mDs0gEUkwymcUojOi8X3A91CTGsZiYxhLjCFXySEUCPFNz2/Q2K5xiftedW0V+tXvh771++qWfXX2K2wbtg0AYCo1xck3TyI2MxYAYGdih9lHZ+Nh6kPMaDsDGtJAqVHCSGxUbPsP3D+ANdfXoH+D/lhwegEuT7yMetb1irxPujwdVkZWcDZz1j02AMRmxmLDjQ34+JWPS3xuz0rOScbrO1/HkTFHipxMvLppSIMjD45g151d6FK3C8Y3H1/kthGpEfj63NewN7HHmGZj9NbtDNmJjzt9jA03NyA9Lx2WRpbFPi4R4auzX+FGwg2cevMUJEIJBAIBOrhrx9xPbDURq6+txhdnvsCibosK3X/JuSW4/+Q+/hpe9kIVRx8exYx2MwAAo31H48szX6KX13/j6IgIQoGwyGxnjjIHxhJj3bYFnYw4ia51u+q+7y9HXzbYBXn/vf0Y5TOqxLY2tW+K0KRQvOLxCgDthQtTqWmhMYRJOUm6TGNpAlUAuJd8r1Sf2R6ePfBH0B+l2uethFv4+N+PYWtsixxlDuRqOXKVubiTdAdRGVFY0W8FTCQmUGlUOBVxCh3rdISJxKRU+66tYjJi0NS+qV4vjuryy5Vf8Fvgb5jbaa7BcavsxcBHlrEaZu/dvdh3bx9+efWXQuuGNx0OiUiCL858AYFAgDUD1kAqklZDK9mzUnNTYSo1hVgoLhTIVyQNafDOP+/A2dwZOcocbLi5AX3r98XwpsPhauGK1ddW45ue3xS7jyxFFsxl5jCVmiJLkYUl55dg+/DtEAgEcLd0x51pdzDy75FIyUmBrYltsftSa9RYeWUlAOBGwg30b9Afao0atxJuYemlpWhq3xRrBqyBRCSBrbEtdoXuglqjRte6XTFh/wTseH0HbIxtitw/EaGBbQM8SH2gWxaRGgEXcxe9AEIsFOvGQwHAqv6r8H3A93h166uQCCVIy0vDjLYzcC7yHLysvbAleAvaurZFrioX9ib2eJD6AB6WHvhz8J/4N+JfbHltC6YenAo/Zz8s7mH46nhaXpo2IDR3RlxWnG75dxe+w9XYq4jKiMKv/X8t9vUraNmlZTgUdgj+zv6YfXQ2env1ho+Dj653QGXLU+XBSGyEDHkGkrKT8Hvg70jITsCaAWsgFoqRkJWAt/e/DbVGje6e3fFFty/w3YXvsPHmRqwdtNbghYjYzFgMajQI12Kv6QWEao0af4f+jX9G/QNzmTk+P/U5lvdbXmz7Dtw/gNjMWCzts9Tg955AIMCU1lMwePtgxGfFw8nMSW99UHxQocnZo9KjMHDbQJx+6zSsjKwMPu695HtoZNtIdzJcx7KO3vEujVxVrsEg5nHaY0w+MBlvt3wb8zrNAwAEJwYb3EdoUigGNBxQ4mPVsayDqIz/KpDL1XLYiGwKjSHMf//mEwvFUKqVkIiKzgBGpEXAy7rk96OxxFjXHbikYHPzrc2Y4j8FrzZ4VffdmZidiMdpjxGTGYMBWwfARGKC1LxU9KrXC99e+Ba2JrZwMXOBs7kzXqnzCtq7ty+xTbVJbGYsmjk2K/R+rQ7nIs9hpPdIBCcEo6VzS6TkpMBCZlHs+4TVPhwQsheKWqOGSCgqcn1pfpwKSspOgr2pfUU0rVSICMceHsPhMYdhJjUrtF4ikmBYk2GQq+SIyojC9xe+h42xDVLzUtHApgHau7eHm4VblbW3KBrSQKVRVUqwuvfuXrRxbQMXc5cit4lIjcDlmMsY6TNSb3mGPANCgdDga1sepyJOYeGZhbA2skZCdgIOjzkMtUZdbDAVnBAMlUaFls4tcTf5LvaE7sGV2Ct4v8376ObZrcj7hSaFop1bO4xvPh4LTy/UC6jau7XHDwE/YMm5JZjXaV6J7/Wmdk1x7OExSEXSQq/nkMZDsDV4K6a3nV7k/ZVqJUbuGol6VvVAIPw+8PcSryCPbTZW9//ven2H4TuGY/Nrm4s8njnKHJhJzZApz4SGNBAKhDgYdhCDGw0u9nEEAgE+6vgRPur4EQDgzKMz+PTkp5jeZjqScpKwffh2nI88Dx8HH2TKM2EqNUUr51YAoHvf9PbqjUHbBiFXmavL7hSUf0ItFAj1TtzCnoThzFtnMHb32FJ/hxx5cAR3ku5g49CNcDJzwt93/kZ8VjzWXF8Ddwt31LepD4lIgvfavAcBBNqAMz0Keao8DGs6TJtZUcnhZOaE85Hn8Vvgb/iu53dwtXAFoO3qFxgXiFxlLq7EXEGuKhcnwk/gg/YfoIVTC+wK3YXdobt1J3n1reujb/2+CE4MRp/NfWAhs4CR2Ajf9/oePg4+unYv77sctxJuYeHphfhzyJ+FnldMZgy6eHTBjjv6VZLnHJ+D/7X4H0wkJuhbvy+OPDiC4w+P62XdCkrMTsSyy8uwd8RemMvMi30tP+70MZacW1IowBQIBJAIJbppGNQaNSYfnIz3276PeSfmYfWA1Qb3FxQfhDaubfSWiYViKNQKSEVSaEhT4mctR5ljMCDcHboby/sux0+XfsKMtjMgEAggEAgMdqsuWASmOO4W7giICtD9nR/oPzsHokKt0MtCu1u4IzI9stgLEI/SHpUqQwgA3vbeuJ14G76OvsVuF5wYjG97fqv3GjqYOsDB1AGt0RpDGg8pdJ9sRTbisuIQlxmHr89/jdcav4b/tfxfqdoFAAlZCbqeBzOPzsRfw/9CWEoYnM2dIRVJ4W7hDqFACIFAgH/D/4WFzAL1beojNDkUHd07QiQUQUMaHAo7hG51u8FUaorYzFjEZ8WjlXMrRGdEIzQptMj3c0ki0iIwuHHR33FEhDOPz8DHwQe2xrYQCATaissgHH94HM2dmsNSZgmlRolcZS4czQxPZRaZHlnseypPlQeJSAI/Fz/cTryNls4t8fG/H6O3V28Mbzpcb9vw1HDcTryNHGVOod/efOcjz+NUxCl82vlTCAVCxGbGwlJmCbFQjB0hOzDadzRuxN9AA9sG+OrsV5jfdn4pXi1WETggfMEZCoA23NgAbwdv+Lv465ZFpUfhXso9fH3ua8zpMAf9GvQDoM0kiIVihCSGYMPNDRjWZBi61O1SqsdWaVTIUebAQvbf1BhEhMfpjyEUCPW+hBRqBZJzkuFi7gKVRlXopDIhKwFGYiNkK7NxIvwExjYbC6FAiPiseKwNXIshjYegkW0jtFzTEn8N/0tv7B2gzd6k5aVh7J6x+K7nd+hYpyOICFEZUbifch896/Us1P4MeQaa/toU4e+HA9B2W/ug/QeYf3I+xjUfh6b2TQu91iqNCgKBAKciTkFDGvTy6oXU3FSYSEwKnVB+dfYrvN3ybd2JcJYiC903dMfYZmOLDVgEAgHGNBsDIsLb+99GckwyhjUZhvDUcPwe+DuGNx0OoUCI7be3Y+PQjRALxdCQBgq1Au4W7kWeuBARNt/ajDHNxkAoEOJWwi3Ym9jDzsROd5IYlxmHKzFX0K9BP4gE2h/E/B+JgtZcW4Pj4cexfvB6JGYnQiKS6LIHCVkJSMtLQyO7RkU+R0Ab3KfmpeKtvW8hV5WLMb5jMK7ZOHx74Vv4Ovjix94/IiknCVKRFDbGNghNCkV9m/qwNLLE74G/IyQpBCGJIWjv3h4hiSEY2GggvrvwHe6n3MfaQWtxN/kuJEIJVl9fDTOpGepZ1cO7/u/C0dRRd5IUFBeEZo7N9C4y5Kny8PPln/Fhhw9xJ+kOrsddx/57+3Fw9EGYSc1wMuIkWqxuATcLN/Rv0B+5qlx88sonhborfnbqM2QpstDcsTluJNzAVP+peL/t+xiwbQD239uPtm5tDf6oXo65jHZu7dDMsRl2j9AvpCIQCLD5tc2Yc2yOtkptnY6F7l9wDJCPgw/mnZiHQ2MOFdru9aavo//W/nityWu6oKIglUaFeSfmYXCjwcV2GSxOK+dWWPnqSnx68tMiu6dmyDNgIbWAg4kDwlPDUd+mPk4/Ol2m7qwA0KVuF5x/+7zespK61gLA0MZDseHmBkz2L1z5+dkMCxEhOScZNsY2EAvF6N+gP44+PKoXBBsSlxmHny7+hP2j9uveJ/knWxNbTUR8VjxuJtxEQlYC+m/tD7lKjmaOzeDn7IeYzBi8vvN1pOSkwN7UHgq1Ag6mDvig/QeYcUTbXTZTkYknuU8wsOFACCCAv4s/AqICcGL8CXx97mscDz+OTnU64cfeP6KtW1u9DPfwpsOLDXYEAgGaOzVHal4qMuWZhYK12MxYtHTS/36Qq+QITw3HT31+0i1b2HUhJv0zqcgT6AP3D2BSq0klBoMA0M6tHX4I+EGvaEr++76hbUPcT7kPX0dfnI88j/Zu7fF2y7dxIvwE4jLjdPP6fXP+GwggwNxOcxGcEIzXvV/Xe4wmdk1wN/kumjk203Z3lRXf3TVHmQNjceGLChFpERjSeAjGNRuHjTc3wsvGCx3dO+JcpH51SSLSXRApibulO6JC/ssQ5l/QkIllxRbd8XXwxc2EmxAJRUV+Nh6nPUYfrz4ltgEA+tbvi8MPDusCQoVagZ0hO/UyxdmKbJhJzcp0oRbQdhOvb1Mf9W3qo41rG3xw7APEZcWha92uui7EhoSnhsNEYoJJ/0zCxJYT8cvVX+Dv7I/X/noN/i7+SMtLg42xDR6lPQKBdEG/i5kLErITIBaK8eXZL2EqMcWT3Cdo7dIaS84vQRuXNriZcBMSkQTuFu548OQBnMycsPzycjSwaYB61vWw5+4edPHogs4endHQtqHuezUyPRKXoi+hV71esDa2BqANvD0sPSARSnRtyHc47LD2MV3b4I+gPxCdEQ0LmQVSclMgFAjhaeWJRWcXITU3FQDgZOYEKyMrDG40GJ09OuuGmzzJfQK/3/ywduDaIoPPG/E30NKpJZzNnHEx+iKICOcjz8PG2Eb3HaVUK7Hw9EKcfnwabV3bIjgxGMOaDNOdN8hVciw+txiR6ZFQkxr2JvbYcGMDTKWmWH1tNTLkGTCTmqGFUwtsvLVR+50lz8TV2KscEFYhDghfEMsuLcPwlsNhY2yDu8l3kZaXhhxlDpKyk9DdszuEAiFEQhF2hOzAyYiT6FmvJ+pa1UXn9Z3xvxb/w847OxGdEY2RPiOx8upK+Lv4w87EDvNPaj+MQfFBGN5kOD4//TmsjazRxK4JTCQmmNZmGg7cP4BRPqMgEUkQEBWAXXd2oZ51PcRnxSMkKQQa0iBdno7xzcbj5KOTuBh1EenydPSt3xdmEjPM6TgHs47OAqAdP5OrzMW+kfvw5t438ckrn0AoEOLrc19DKpIiW5kNb3tvhKeGw8XcBcfDj2Os71jMPTEXxmJjjPIZhbkn5iJTkQkPSw9EZ0TD0sgSjqaO2B26G1P8p2DR2UVY2GUhlBol3vnnHTSxb4L99/ajb/2+aGrfFGN3j0XXul1hb2KP9m7tMevoLOQoc2Aps4T/7/4Y4T0CM47MQEObhpjRbgbq29TH3ONzERQfBJVGBQIhMTsR6XnpmNhqIs48PgNbY1t80P4DTD88HQu7LsS/4f8iKScJc0/MxeLui6FUK3H60WlMbT21xIIB+QQCAf4Y9AeUGqXux2KS3yQsvbgUalLjh94/4O19b8NYYgxTiSnisuLQ2qU1JrWahMj0SOy7tw/f9vwWX579Eo/SHkEsFCM2MxZnH5/Fa01ew8IzCxGfFQ9Xc1dYGlnC18EXF6MvwlJmiaWXlsLKyAojfUZi7om5+G3AbzgUdgjGEmM4mzlj3719mNByAgZtH6QLSFf0XQE7EztM2D8BAODn7IfDDw6jX/1+uJ10G8OaDIOVkRUOhR1CRFoEhAIhrIysML/zfHjbe+O3679h8PbBGN9sPC7FXMLAbQPh4+CDB08eIEeZgw7uHXD60WkA2kmW947Qdr19nPYYzRyb4cNjH8Lb3lt7RfjITAxoOABBcUHYMXwHojKikJCVgEn/TEKuMhedPTrDUmaJa3HXYCw21mU+Hjx5gO8vfI+E7ASE7g9FSm4K+nj1wcahG3VX/7t7dkfAhABkyDOQkpOC+Kx4DNg6APtH7ddtcyfpDuxM7PBD7x/wOO0xvuz+pW7d9mHbkZqXii/OfIEmdk3Q3Km53nE//eg0vuv1XZHvCxOJCWa3n40l55cYDAijM6J1WeTBjQejb/2+MJWaFtpOJBThx94/YsHpBVg7aG2h9fNOzEMju0YY16x0hWyK0tS+abGV9DLkGbCQWcDbwRtBcUHwsPRAniqvVIFBRRjffDwGbR+EDu4d0Myxmd66ggGhnYkdknOSseLyCgxvoj1R6lO/D2YdnaUXEN6Mv4k3976J3SN268Yn/nb9N8zvPN/gGEeRUARXC1fdyeP/Wv4P5x6fQ6c6nfROovML3BRc9vcbfyMqPQrO5s7QkEbvpLJ/w/4AYHCsXUGlPVEf4zsG64LWYWa7mXrLYzJi0L9Bfwgg0AU0gXGBumxsPisjKyjUCt3xftbhB4exdmDh92FRPur4EZZeWqoLOmMzY+Fi7oL6NvXxMPUhfB19sffuXkxopf0+Gt50OPbe3YspradArVHjzOMzkIqkSM1NxZ3kO4WyYi2cWuBG/A00c2yGJ7lPYGus7Q2Qn917NnB7NkOYf7E2OiMarhauGOkzEv229IOLuQu+6PoFLkRd0OvxcuTBkUKvWVFczV31xrTmqfJgLDYulCF8Vsc6HfHV2a8w/fB0LOuzrFAQDACP0x+XKksJAO3d22P19f+yrqFJoZh2aBqGNR2me6/fTLiJ5o7Ni9pFqcjEMizvuxzbb2/H/JPzcWD0AYPZ2FMRp/B9wPcwlhjjXb93MaDhAF0glD8tyLPvd6VaiVxVrt57Mj0vHWZSM6hJDalICiJCSFII3CzcYC41143/zL/Yu+/uPjxOf4wT40/g3/B/ERQfhOWXl0OhVqCRbSM8TH2IHp49MGb3GPz9xt8wkZhAQxqIhCI4mjoiMTtR9539OO0xVl5diRPjT+g+z/FZ8RALxbpMIaC9CBCbGavrNp2YnYgzj8/gs1OfwdrIGv0b9seyS8uwuv9qfBfwHWIyYzDFfwr+CPoDm25tgpuFGxZ2XYirMVfh5+wHJzMnxGXGISYzBh3cO+jGNt5Nvovxe8bjHb93MLbZWDSxb4JFZxbhauxVXWC+NnAtnMyc8K7fu3Axd0FcVhy+v/C99nd65F691zYuMw6OZo4QCoQYuG1gud4XrGw4IHxB7AzZCVsrW9xJuoNDDw4hOScZTe2bQq6SY+GZhfBx8IFQIERkeqS2K99jqbY7hmtrfHbqM+x4fQf23t2L6W2m40rMFfTc1BNN7ZsiNTcVbVzb4F2/dzHadzT61O8DpVqJtLw0JOck4629b0EmlsHW2BZN7ZtizvE56N+gP3699ivuJt9FA5sGWDtoLVzNXXE55jI+6/yZ7gffRGKCe8n30GtTL+x6YxdaOLWAhjT4+fLPGLlrJD5s/yGWX14Oc6k59o/aj7f2voU2rm3wUcePsDV4K24n3oa/sz8GNx6Mfg36ISQxBC2dW2LRmUXoVa8Xtt3ehlX9VyEqIwpTDk7Bkh5LMK75ONyIv4GfLv6EB08e4Ni4Y6hjWQd7Qvdg061NiEiNwPbh27E+aD3S5enY/NpmXIm5ApVGhb71++JG/A20cGqBD9p/gLAnYZh2aBrebvE2hAIh/hzyJ1zNXZGnysO6oHVQqpWITI/Eyn4rEZEWgXVB63Bw9EG8e+BdvNrgVSz3X45dd3Zh4LaBcDZzhqu5K35+9ecyHXeBQKB3kmdjbIMvu/83NcWRsf9VZkzLS8NPF39C/6390bNeT3R074guf3aBtbE1BjUchFbOreDv4o/Tj05j79292PLaFhx/eBytXVujqX1T3E68jU9f+RSZikzMPDITfs5+WHJ+CfaN3IeB2wbin1H/QCQQ4fSj05jfeT66e3ZHvwb9YCIxQWJ2IqYdmobw1HC83eJtzGo/C7tDd2N62+m4Hnsd/2v5P+y9uxeP0x6jb/2+GNRoUKHn+kGHD/BBhw8AAGOajYFIIIKp1BRqjRrBicFo4dRCN7YsP8NXsKtRn/r/XdV+9kSnoW1DNLRtiKMeR0FE+CPoD8RnxWP7sO347sJ3aPN7GziaOcLOxA5DGg3BwEYDsfjsYvzc72eDwZSLuYteF0iVRoUfA37EZ12085d9efZLLO6+GPWs66G+TX29+zqaOcLRzBE/9PoB7xx4BwdGHdD9yGtIg6ScpEJjo57lZeOFhOwEXIi8UCgojM+Kh7OZNgsiFoohlhb9M+Dt4I34rHi9k/So9CgYiY1wJ+kOfuj9Q7HtKC13C3ftOC0DWeNMRSYsZBZo5dwK24K3wdncGW1d21bI45ZGfmC8+tpqLOu7TG9dWl6a7jg3tWuKmwk3cSX2iu4z6GDqgNTcVF2XPQD45sI3GOE9Apej/ytYcy3uGj555ZNStym/WEhBRRWgyc+QVbZhTYah9+bemOw/WS+wjc3SBmL5U3M4mTnhwP0DegWC8s1uNxufnfysUFfPHGUOFGpFiUVnCmrj2gbzT87XBWf5k7B7WXshMC4QAHAv5R687bW9SfrW74tRu0ZhSuspCIwLhJ+zH3wdfLHp1iaoNepCwXoLpxZYc30Nxjcfjye5T3Tdtu2MtRcGnp0WIkuRpev5YSIx0Y0pLHhBb0bbGQhOCEY963pwMHFAQnaC7v216dYm/NyvdL8PEpEESo1S93euKve/aSfURWcIG9s1RlJOEjYP3YwtwVsMBoRytdxg92lDTCQmyFHm6P6+mXATXjZeCIgKQHfP7gC0BXRau7Qu1f6KIxKKMKbZGLiYu2DgtoHoV78fnM2cddnIs4/PYvG5xdg3cp/B7+yixsNJRJJC6/LfhyJog3WBQKDXjfrZ7u8Fs2+9vHqhl1cvzG4/G0q1EofCDuGH3j9AJBTBxdwFv1z5Be+3fV/3nnA2d0ZcZpwuIFx9bTU+7vSx3u++od8DY4mxXtdfT6knPK098VaLt3D28VlciLyAP4f8CSczJ/Ss1xNv7XsLwQnBMJWa4t/x/+Jmwk0svbgUG25uwIP3H8BMaoa4rDhEpEagoW1DKNQKPHzyEF+c+QJ/v/G33kWCbnW74VTEKXRw7wClWoldobtwdOxR3evoYu6CpX2XGny98zP0rBoQq9XS09MJAA34YwDVX1Gfph2cRh3WdaC/Q/6mW/G3yPkHZ/r4xMck+kJEC04toOE7htPc43Npy60tZPedHT188pBe+eOVQvv9KeAnavt7W1oXuK7ENkSmRVLr31rTm3vepNsJt3XL5/87n5RqZYn3V2vUen/nKHLo75C/Cy2/GnOVotKjStxfaShUCkrKTjK4vCyux16nVmta0c34m3rL1Rp1ofbXFBqNRvf/mIwYypRnPtd+5Co5peWmERGV6jgTaY+tSq16rserThl5GeW6v1qjpumHptOKSyuox4YeNOfYnFLd79vz39K24G26v0MSQ+iDox+U6r6xGbHUd3PfQp+Z/Xf305pra0rd9guRF6jPpj6kUqvoxMMT1GNDD3rlj1do1dVVpd5HScJSwqjL+i4GX+d/w/+lpReXkkKloEHbBtHnJz+ni1EXK+yxS0Oj0VCfTX0KLf/2/Ld07vE5IiI6++gsjds9jmYenqm3zbrAdfRH4B9ERJSel05Dtg+hqzFX6fOTnxMRUXJ2Mr3212uV/AyqxoYbG+i3a7/pLRu4dSBpNBpacGoBXY25SgqVgnps6KH3PVTQq1tepYy8DDodcZr6be5H24K30crLK+nPoD/L3J7ZR2bTncQ7RES05dYW2nJrCz1Oe0xTDkyhHEUODd0+VG/7ETtHUEJWAv0U8BMdfXCUsuRZ5PqjK224saHQvlVqFQ3YOoCIiI6EHaGVl1cSEdHCUwvpaszVQtuvD1pPu+7sIiKiifsmUnxmPBGRbh/P+v7C93Qq4pTu736b+5XpuRfc74zDM+jhk4f0d8jftD5ovW75wK0DDd5Xo9EU2a6i7lOUYX8NoxxFDhERfXD0A1p0epHesRy6fShlybPKtM+SJGcn08YbG2ng1oEUmRZJW29tpSHbh1BKTkqFPk5FU6lV1O3PbnTswTFacGoBERGtubaG9t/dT0RECVkJ9OqWV4v87JRHdHo0LTq9qNC+C57TDdg6gP4M+pN23N5Bd5PuUtc/u9KInSMK7UuuktPArQNJoVLQkO1DaMutLc/VpoFbB+rOcdPT059rH6z0OEP4gtgybAsuJl5EL69eCIoLgq+jL6QiKV5t8Crea/MeDoUdwvzO85GtyNZd3RrcaDBMpaY4/dbpQvub1X4WBjQcULoB7JbuuDLpSqHlBTNVxXm2a42xxBjDmg4rtF3BMY/lJRFJYGdiZ3B5WbRyboVrk64V6mZSmVUmy6tgW4srzFISqUiqu0pZ2lLUpb2yXNOUt3uiUCDET31+wldnv8I3Pb8p9Xv5/bbvY8j2IbqxhNdjr8PP2a9U93U2d8YU/yn4594/mNJ6im55Sm6KrntbaXRw74D6NvUx5K8hcDV3xfbh2w1+dsqjvk19TGs9TVttsEBbgf+6jEpEEqg1alyLu6bLtFYVgUAAe1P7QgViCnYZ9XPxw+jdo/H7wN/17jvadzQGbhuIt1q8hTOPzqCnZ080sm2EH1K02dVll5bhvdbvVdlzqUxveL+BoX8NxSS/SXrLBQIB3CzcEJUeBTsTOzS2a1xkV9TJfpMx4u8RsDWxxZ9D/sQfQX8gMj2y1Nmxgtq5tcPF6ItoYt8EUelR6ODeAW4Wbnic/lg3Nqqgd/zewc+Xf0bYkzC83fJtmEpNETEjwuDvQn5RESLSfqaeFpCqY1kHkemRhT7jWYos3fetucxc974uaiqUxnaNcTf5LrrW7YrI9Ei4mhcex1sSetotNVf5X4Ywf37CglnrZxXXTbisVS99HHxwK+EW2rq1RXhqOGa1m4Wzj8/q2penyjOYsSsPWxNbjGs+Dg1sG6DXpl4Y7TsaW17bUuOnqhAJRfiy25cY8tcQbBq6CYA2+5ffpX7v3b2Y0HJCmcdbloarhavB79Vn6zFEpEVgYMOBaGTXCBuHbDRYOE0qksJIbIQVl1egh2cPjPYd/Vxtyi+Uw6pGzT1rZWXWp34fCAVC+Ln46U7U1w5aCxdzF5x68xTEQrFel5v8L+GigpcGtg1q7DxYNUllfDmzF49YKMbCrgvLdGHDSGyEZo7NcPD+QQDQdmVzKV1ACGhPiC/FXNJbVpqpJJ41t+NczOuorcJY0cFgvvbu7XEj/kah5QW7q/o5+6GlU8tqmQurq0dX3RjVfAWLiZhITBA1K6pQV0gjsRGaOTRDSFIIguKD4OfiB3OZOZ7kPoGGNLgedx1d63atomdRuYzERnAxc0FUelShdd723ghODC6xquHARgNxaMwhbBq6CQ6mDpjXaR5+7f9rsdWji9LOrR0uRWvf/1EZ2gIzQoEQJhITHH14FG3d9Lsed6vbDZdiLiFDnqH7rSzuImEdC+30DgW7jOYHhL9e/RUT90/UbVuwy2j+BPbRGdG6ieGflR8QAtoiIoa62BYn/zEAIE+tHUNYcGL6kgrhCAVCqDVqvWX5gWVZdKrTCecjtcWclBol6lnX002JkZidWK6LkiVp59YOIVND8HmXz2t8MJivY52OGO0zGu3c2gHQDwj/jfhX19W2OjibOePA/QO6YQ7ulu5Fvq6fvvIpAuMDS10TwRCpSFpsF2dWsTggfEnkV65ijNUui7otwrLLy5CUnYSwJ2GFxhwWx8HUAUnZSXrLknOSy5QhBLQ//IYK1FQkV3NXRGdGF1qeKc+EuVSbof2i2xf4qvtXldqOovTy6oUDYQf0lqXJ04qcu64gfxd/3Ii/gVsJt3SFabp7dsfawLUwlZq+UBeV+tbvi6MPjxZa3sq5FQLjAhGZHgkPS48qaYubhZsu+IjJjNFl2YY1GYZll5YVGrsmEAjwWuPXMKHlhFLtv4VTCwTFBekFhB5WHjj84DD239sPuVqOxOxEAPoBobnUHJnyTESmRxYZENa1qotHaY8AaAOBsk5f4GDioHvs/CqjBYvKpOWlFTsm08XMpdBci0k5SbA3Kds0TO3d2utdlCoY4DxMfagbR1tZnudCQnVb3m+57nvFzcJNV/shS5FVqu+byvJ1j6/xy6u/lGosb3On5tjy2pZyTfEkExVfFZdVLA4IGWOsBjMSG2FWu1lYf2M9BAJBmbsj25nY6QWFKbkplZblKw+BQKCrRFlQUVUnq1odyzrIU+XpVUTNlGeW6oSnuVNzBEQF6FWanNluJu4k3cHsdrMrrc3VoWe9njgefhyAtphS/gm5TCwDgXAj/kapq1SWl0AggL2JPXaH7oZKo9Jl+0Z4j8BX3b8yeKF0SuspBocsGNLcqTluJdxCUnaSLiD0svbCVP+p2Dh0Izq5d8LFqIsAngkIn3YZLW5eQbFQDJVGBQCFpm8qjfwuzoC2e6hMJNOeYD/NuKTL04sNLgoGpPmSspMKFcspianUFDnKHF0bREIR1KTNPD588rBUk9y/zJzNnBGfHY9rsdfg71xxw2aeh52JXaGsemUyEhtBoVZU2eO97DggZIyxGq5nvZ7YeHMjGtg0KPN9C3abA6A33qmmqWddD+Gp4XrLakpACGi7FF6J0R8vXZrsXkPbhgh7EoaprafqlhmJjbCs7zK0d29f4e2sTtbG1siUZ0KpViI1NxXWRv8FXfM6zsP5yPNoaNuwytqzbtA6rLyyEjLRf8MfBAIB3mtT/nGb3vbeuJ10G3dT7urm7RMIBBjceDAcTB3Q3r29boL4ggGhjbENnuQ+0Zsn0RBjiTGi0qOe6/OaX9U1n0AgKJwhLKbLqMGA8DkyhPltCYwL1FXKzBeeGl7pGcLaLv/7ZWfIToPVt19kMpGs2GlSWMXigJAxxmo4qUiK7cO3Y16neWW+bx+vPtgVukv397OTHNckzR21GZeCalJAmD/3XFmJhWIcH3ccAxoOqPhG1UBtXNvgetx1va6UgHac6KWJl6r0goREJMGElhOe67NTEnOZOUISQ9DFo4vBzL23vbduvraCAaGruStiMmOK7TIKAA1tGuKXq7+glVPp5h8s6NmAEIDexPTpeWXPECZmJ+oVVSqtVk6t8OeNP9HErgkAwFhsjBxlDh6mPtSbGoEZJhVJcTflbpnGj78IZGIZZwirEAeEjDFWC/g4+JS5uxagnZMwS5GFJ7lPAKBGV21r5tisUECYqcissknoS+Lr4IvgxODqbkaN19mjM849PocnuU/0MoTVZUyzMRVapbqg1QO088IZIhKKIBQIoVArkKPMgbFYW2XZzcIN0RnRSMxJhKOZY5H7fsfvHQTGBeLtlm+XuV32JvZIytEfP1wwQ5guTy92LJihgDAuM043h2lZ9K3fF38E/YHOHp0B/Pf8n71gwAwb5TMKy/osq+5mVLmC71dW+TggZIyxF1wfrz44FXEKcpW8RlcO9nbwxu3E23rLMuQZuqIy1S1/PBQrXn5128C4QPg6+lZ3cypVpzqdii1c4m3vrasWmt/9z8nMCXFZcdCQptgxwR5WHjg27thzXRAxmCEsMIawpC6jDqYOiM2M1VsWnxX/XBOHN7BtgKmtp6KxXWMAgLuFO6IzCheQYoYNbzocDWzLPlygtiv4fmWVjwNCxhh7weUX+ohIi4CnlWd1N6dIJhKTQgGXhjQ1qlKghcwC6XnpUKgVZZ639GVhIjFBnioPpx+ffmGm1Hhe3g7eCEkM0VsmEUl0BWMqi6GAUC9DWEKXUYFAALFQjAdPHuB67HUAQFzW82UIAWBFvxW6gNjNwg2hSaG1ZioIVj1kYhkUKu4yWlU4IGSMsRecp7UnHqU9qhVV/fIrMNZUzR2b42bCTSTnJMPOuOZVa60pnEydoFArasz4z+qSP47w2eq5eaq8Sp1CwExqppuHMD8QMxIb6WcIS5g+oLljc0w+MBkHw7TzoGYrsytkEvkO7h3w06WfCk37wVhB3GW0anFAyBhjLwFPK0/8Hvh7ja9q6efsh2ux16q7GUVq5tgMwQnBiM6IhquFa3U3p8Ya3HgwPmj/QXU3o9o1tmuM049OFwr+JvtN1hVZqQwFq9/mjxuWiqT/FZUpYdoJAJjaeipUGhWSc5IrtG2uFq7wc/bDmy3erND9sheLTCSDQsMZwqrCASFjjL0EpredjtuJt9HcsXl1N6VYHd074kLkhepuRpHyC8vEZMQUKqPP/jOo0SBdEZGXmbHEGC7mLuhUp5Pe8mFNh+GTVz6p1McWQH9KFIFAAII2OCzN2Fxnc2fsH7UfKbkpBvdXHjte3/FcRbLYy8NIbMQT01chDggZY+wl0NS+KW5NuVWqefOqk7+LP67HXa/uZhQpv0JiTGYMXM05Q8hKtqTHEozwHlEtjy1XyQ2OdS3t2FxzqbYLd7Yim8f8sSolE/M8hFWJA0LGGHtJ1IYTOplYBqVGCQBQa9Q1qqAMoM2yyMQy3E68zV1GWal42XjB2rjqp9+wNrZGeGo4bIyef2qH/AtI5Skow9jzkIl4HsKqxAEhY4yxGiU/K5EuT68xU04UNNZ3LP65/w/qWNap7qYwViQHEweEJofC1sS23PuKz4qHk5lTBbSKsdIxEhvxND9VSFzdDWCMMcYKamrfFHeS7iBLkVUjxzwObTIUgxoNqnHZS8YKsje1R2hSKGyNyx8QxmXGPdcchIw9L4lIgg+PfVjdzXhpcIaQMcZYjdLHqw/2hO7B6Uc1dx47DgZZTedg6oC7KXcLZQg1pCnTWGITiQkePHnAXUZZleri0QUP339Y3c14aXBAyBhjrEZp49oGNxJuICAqAC2cWlR3cxirlRxMHQxmCLMUWTCTmpV6P03smuBg2EHuIs2qlEwsg50pz/VaVTggZIwxVqMIBAKM9B4JXwdfzsQx9pzsTewNjiFMz0uHlcyq1PvxdfDF3eS7aGjbsIJbyBirKXgMIWOMsRrnrRZvQaVRVXczGKu1Gtk1Qo4yp1CGMC0vDZZGlqXeTzPHZujs0bnGT1nDGHt+HBAyxhircQQCgcH50xhjpWMhs0DChwmwN7HXW54uT4eVkVWp99PAtgG2vLalglvHGKtJOCBkjDHGGHsBOZg66P0tFUmRlJ0ES1npM4QAYCwxrshmMcZqGB5DyBhjjDH2EjASGyE2MxY2xs8/WT1j7MXDASFjjDHG2EtAJpIhKiMK9qb2JW/MGHtpcEDIGGOMMfYSMBIbISojqlBXUsbYy40DwudQt25dCAQCvdu8efP0tomMjMTAgQNhamoKOzs7vP/++1AoFHrbBAcHo0uXLjA2NoarqysWLVoEIqrKp8IYY4yxl4RMJENUelShQjOMsZcbF5V5TosWLcKkSZN0f5uZ/TfJq1qtRv/+/WFvb4/z588jJSUFb775JogIP//8MwAgIyMDvXr1Qrdu3XD16lXcv38fb731FkxNTfHBBx9U+fNhjDHG2IuNxxAyxgzhgPA5mZubw8nJyeC6Y8eO4c6dO4iKioKLiwsA4Mcff8Rbb72FxYsXw8LCAlu2bEFeXh7+/PNPyGQy+Pj44P79+/jpp58we/Zsnu+HMcYYYxXKRGKCPFUeREJRdTeFMVaDcJfR5/Ttt9/C1tYWLVq0wOLFi/W6g168eBE+Pj66YBAA+vTpA7lcjuvXr+u26dKlC2Qymd42sbGxePToUZU9D8YYY4y9HIY0HlKmOQgZYy8HzhA+hxkzZqBVq1awtrbGlStX8PHHHyMiIgJr164FAMTHx8PR0VHvPtbW1pBKpYiPj9dtU7duXb1t8u8THx8PT09Pg48tl8shl8t1f2dkZFTU02KMMcbYC8zX0Re73thV3c1gjNUwnCF8auHChYUKxTx7u3btGgBg1qxZ6NKlC5o1a4aJEydi9erVWLduHVJSUnT7M9Tlk4j0lj+7TX5BmeK6iy5ZsgSWlpa6m7u7e7meN2OMMcZeHo3sGlV3ExhjNQxnCJ967733MHLkyGK3eTajl69du3YAgAcPHsDW1hZOTk64fPmy3japqalQKpW6LKCTk5MuW5gvMTERAAplFwv6+OOPMXv2bN3fGRkZHBQyxhhjjDHGngsHhE/Z2dnBzs7uue4bFBQEAHB2dgYAtG/fHosXL0ZcXJxu2bFjxyCTyeDn56fb5pNPPoFCoYBUKtVt4+LiUmTgCQAymUxv3CFjjDHGGGOMPS/uMlpGFy9exNKlS3Hjxg1ERERgx44dePfddzFo0CDUqVMHANC7d280bdoU48aNQ1BQEP799198+OGHmDRpEiwsLAAAo0ePhkwmw1tvvYXbt29jz549+Prrr7nCKGOMMcYYY6zKcIawjGQyGf766y988cUXkMvl8PDwwKRJk/DRRx/pthGJRDh48CCmTp2Kjh07wtjYGKNHj8YPP/yg28bS0hLHjx/HtGnT4O/vD2tra8yePVuvOyhjjDHGGGOMVSYB5VcyYbVSRkYGLC0tkZ6erss+MsYYY4wxVpvxOW7V4S6jjDHGGGOMMfaS4oCQMcYYY4wxxl5SHBAyxhhjjDHG2EuKA0LGGGOMMcYYe0lxQMgYY4wxxhhjLykOCBljjDHGGGPsJcXzENZy+bOGZGRkVHNLGGOMMcYYqxj557Y8Q17l44CwlktJSQEAuLu7V3NLGGOMMcYYq1iZmZmwtLSs7ma80DggrOVsbGwAAJGRkfxheQFkZGTA3d0dUVFRPAnrC4CP54uHj+mLhY/ni4eP6YuDiJCZmQkXF5fqbsoLjwPCWk4o1A4DtbS05C++F4iFhQUfzxcIH88XDx/TFwsfzxcPH9MXAyc7qgYXlWGMMcYYY4yxlxQHhIwxxhhjjDH2kuKAsJaTyWRYsGABZDJZdTeFVQA+ni8WPp4vHj6mLxY+ni8ePqaMlZ2AuJYrY4wxxhhjjL2UOEPIGGOMMcYYYy8pDggZY4wxxhhj7CXFASFjjDHGGGOMvaQ4IGSMMcYYY4yxlxQHhLXA2bNnMXDgQLi4uEAgEGDv3r1664kICxcuhIuLC4yNjdG1a1eEhIRUT2NZiZYsWYLWrVvD3NwcDg4OGDJkCO7du6e3DR/T2mXVqlVo1qyZbiLk9u3b4/Dhw7r1fDxrtyVLlkAgEGDmzJm6ZXxMa5eFCxdCIBDo3ZycnHTr+XjWPjExMRg7dixsbW1hYmKCFi1a4Pr167r1fEwZKz0OCGuB7OxsNG/eHCtXrjS4/rvvvsNPP/2ElStX4urVq3ByckKvXr2QmZlZxS1lpXHmzBlMmzYNly5dwvHjx6FSqdC7d29kZ2frtuFjWru4ubnhm2++wbVr13Dt2jV0794dgwcP1p188PGsva5evYrffvsNzZo101vOx7T28fb2RlxcnO4WHBysW8fHs3ZJTU1Fx44dIZFIcPjwYdy5cwc//vgjrKysdNvwMWWsDIjVKgBoz549ur81Gg05OTnRN998o1uWl5dHlpaWtHr16mpoISurxMREAkBnzpwhIj6mLwpra2tau3YtH89aLDMzkxo0aEDHjx+nLl260IwZM4iIP6O10YIFC6h58+YG1/HxrH3mzp1LnTp1KnI9H1PGyoYzhLVcREQE4uPj0bt3b90ymUyGLl26ICAgoBpbxkorPT0dAGBjYwOAj2ltp1arsX37dmRnZ6N9+/Z8PGuxadOmoX///ujZs6fecj6mtVNYWBhcXFzg6emJkSNHIjw8HAAfz9po//798Pf3x+uvvw4HBwe0bNkSv//+u249H1PGyoYDwlouPj4eAODo6Ki33NHRUbeO1VxEhNmzZ6NTp07w8fEBwMe0tgoODoaZmRlkMhkmT56MPXv2oGnTpnw8a6nt27cjMDAQS5YsKbSOj2nt07ZtW2zcuBFHjx7F77//jvj4eHTo0AEpKSl8PGuh8PBwrFq1Cg0aNMDRo0cxefJkvP/++9i4cSMA/owyVlbi6m4AqxgCgUDvbyIqtIzVPO+99x5u3bqF8+fPF1rHx7R2adSoEW7cuIG0tDTs2rULb775Js6cOaNbz8ez9oiKisKMGTNw7NgxGBkZFbkdH9Pao1+/frr/+/r6on379vDy8sKGDRvQrl07AHw8axONRgN/f398/fXXAICWLVsiJCQEq1atwvjx43Xb8TFlrHQ4Q1jL5VdJe/aKV2JiYqErY6xmmT59Ovbv349Tp07Bzc1Nt5yPae0klUpRv359+Pv7Y8mSJWjevDmWL1/Ox7MWun79OhITE+Hn5wexWAyxWIwzZ85gxYoVEIvFuuPGx7T2MjU1ha+vL8LCwvgzWgs5OzujadOmesuaNGmCyMhIAPw7ylhZcUBYy3l6esLJyQnHjx/XLVMoFDhz5gw6dOhQjS1jRSEivPfee9i9ezdOnjwJT09PvfV8TF8MRAS5XM7Hsxbq0aMHgoODcePGDd3N398fY8aMwY0bN1CvXj0+prWcXHZIUuMAAAKRSURBVC5HaGgonJ2d+TNaC3Xs2LHQdE3379+Hh4cHAP4dZaysuMtoLZCVlYUHDx7o/o6IiMCNGzdgY2ODOnXqYObMmfj666/RoEEDNGjQAF9//TVMTEwwevToamw1K8q0adOwdetW7Nu3D+bm5rormJaWljA2NtbNd8bHtPb45JNP0K9fP7i7uyMzMxPbt2/H6dOnceTIET6etZC5ubluTG8+U1NT2Nra6pbzMa1dPvzwQwwcOBB16tRBYmIivvrqK2RkZODNN9/kz2gtNGvWLHTo0AFff/013njjDVy5cgW//fYbfvvtNwDgY8pYWVVbfVNWaqdOnSIAhW5vvvkmEWnLKy9YsICcnJxIJpNR586dKTg4uHobzYpk6FgCoPXr1+u24WNau7z99tvk4eFBUqmU7O3tqUePHnTs2DHdej6etV/BaSeI+JjWNiNGjCBnZ2eSSCTk4uJCr732GoWEhOjW8/Gsff755x/y8fEhmUxGjRs3pt9++01vPR9TxkpPQERUTbEoY4wxxhhjjLFqxGMIGWOMMcYYY+wlxQEhY4wxxhhjjL2kOCBkjDHGGGOMsZcUB4SMMcYYY4wx9pLigJAxxhhjjDHGXlIcEDLGGGOMMcbYS4oDQsYYY4wxxhh7SXFAyBhjjDHGGGMvKQ4IGWOMMcYYY+wlxQEhY4wxxhhjjL2kOCBkjDHGGGOMsZcUB4SMMcYYY4wx9pLigJAxxhhjjDHGXlIcEDLGGGOMMcbYS4oDQsYYY4wxxhh7SXFAyBhjjDHGGGMvKQ4IGWOMMcYYY+wlxQEhY4wxxhhjjL2kOCBkjDHGGGOMsZcUB4SMMcYYY4wx9pLigJAxxhhjjDHGXlIcEDLGGGOMMcbYS+r/U7BezbXBpe4AAAAASUVORK5CYII=", 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\n", + " " + ], + "text/plain": [ + "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "pn = PowderPattern()\n", - "if not os.path.exists(\"pbso4-n.dat\"):\n", - " os.system(\"curl -o pbso4-n.dat https://raw.githubusercontent.com/vincefn/objcryst/master/Fox/example/tutorial-pbso4/neutron.dat\")\n", - "pn.ImportPowderPatternFullprof(\"pbso4-n.dat\")\n", + "\n", + "n_path = os.path.join(data_dir, \"pbso4-n.dat\")\n", + "if not os.path.exists(n_path):\n", + " os.system(\"curl -o {} https://raw.githubusercontent.com/vincefn/objcryst/master/Fox/example/tutorial-pbso4/neutron.dat\".format(n_path))\n", + "pn.ImportPowderPatternFullprof(n_path)\n", + "\n", "pn.GetRadiation().SetRadiationType(RadiationType.RAD_NEUTRON)\n", "pn.SetWavelength(1.909)\n", "pn.SetMaxSinThetaOvLambda(0.3)\n", @@ -284,7 +959,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 9, "metadata": {}, "outputs": [], "source": [ @@ -306,9 +981,60 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 10, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "2cdebde08f134b76bfedd4d94f455b90", + "version_major": 2, + "version_minor": 0 + }, + "image/png": 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00qirW7BgAb799lukpaVJCxYREZFzPfLII1rXLBs3bsQXX3yBrKwso6uHU8PV1NTgt99+Q3h4OJo0aeLs4dw38vLykJOTg3bt2um1jxYXF0OpVDbKa1xHY4XQhJdffhlnzpzBkSNHtI6Lq2ECQKdOndCzZ0+0aNECu3fvxsSJE43enyAIRlv4jJ2ja9GiRVrtlOKmnY3RX/7yF/zlL39x9jAAQKuKWN/Koe7inXfewTvvvOPsYRARkYauXbvixo0baNmyJYC6hfBatGghrSZN9iFOp+AbpJYRv17V1dWcT+hEDIRGzJkzB99++y0OHz6M6Ohok+dGRkaiRYsW0oqUERERqKqqQkFBgdY8vZycHGnlzoiICIOrS+bm5uotMKLJ19cXvr6+1jwlIiIicnNr167VOzZkyBBcvHjRCaNpfNgmahl+vVwDt53QIQgCXn75ZXz55Zc4ePCgWfPs8vLycPv2ban/uUePHvD29sa+ffukczIzM3H27FkpEPbr1w9FRUU4fvy4dM6vv/6KoqIi6RwiIiIiIiJ7YiDU8dJLL2Hr1q3Yvn07goKCkJWVhaysLJSXlwOA1hyxGzdu4NChQ3jssccQFhYmrc6pVCoxY8YMzJs3DwcOHMCpU6cwdepUdO7cWVpcJDY2FqNGjcLMmTORkpKClJQUzJw5E2PHjrV6hVEiIiIiXQcPHsRHH31k8efdvXvXDqOh+8mhQ4cgk8m4cqqbY8uojnXr1gGo29Bb04YNGzB9+nR4enoiPT0dmzdvRmFhISIjIzFkyBB89tlnCAoKks5ftWoVvLy8MGnSJJSXl2Po0KHYuHGjVn/0tm3bEB8fL61GOm7cOHzwwQf2f5JERETUaAwdOhQA8MILLxht0fvhhx+0PhYEQVrI7tFHH7X7GInIeRgIddS36Kqfnx/27t1b7/3I5XKsXbvWYC+/KDQ0FFu3brV4jERERESGbN68Gf/85z/h7e2NSZMm4W9/+5t029WrV9GmTRuDnzd9+nT07NkTffv2la6FCgsLceLECQZCIjfHllEiIiIiN7Fu3TqkpaVJWwI9+eST0mrkpvbvvX79Oh555BFcvHgRI0aMwJtvvom2bdti8eLFjho6OUllZSXi4+MRHh4OuVyOgQMH6m1RcvToUTz88MOQy+Xo06cP0tPTpdtu3ryJxx57DCEhIQgICEDHjh31Ks7k2hgIiYiIiNyEh4cHvL29AQDx8fF48cUXpVXNCwoKjH5eQEAAFi1ahPXr1+PAgQOYNGkS5401EgsWLMAXX3yBTZs2IS0tDW3atMHIkSORn58vnTN//ny8++67SE1NRXh4OMaNGydttfHSSy+hsrIShw8fRnp6Ot5++20EBgY66+mQFdgySkREROQmxowZo7UP4dChQ1FbWwugrhJUn6CgICQkJKC4uJhbVdhAWVmZU76OHTp0MGtPxNLSUqxbtw4bN27E6NGjAQCffPIJ9u3bh08//RS9evUCALz55psYPnw4AGDTpk2Ijo7GV199hUmTJuHWrVt44okn0LlzZwDAgw8+aKdnRfbCQEhERETkJl577TWtj4uKiqBWqwGYFwhFCoUCvXv3tunYGqOLFy+iR48eDn/ckydPonv37vWed/XqVVRXV2PAgAHSMW9vb/Tu3RsXLlyQAmG/fv2k20NDQ9G+fXtcuHABQF0letasWfjpp58wbNgwPPHEE+jSpYuNnxHZEwMhERERkZvKycmR/m1JICTb6NChA06ePOmUxzWHuICQ7uqzgiDUu2m8ePtf/vIXjBw5Ert378ZPP/2E5cuX47333sOcOXOsGDk5AwMhERERkZsqLS2V/s1A6Hj+/v5mVeqcpU2bNvDx8cGRI0cwefJkAEB1dTVOnDiBV155RTovJSUFDzzwAIC6uai//fabVuiMiYnBiy++iBdffBGLFi3CJ598wkB4H+GiMkRERERuSjMEWhMIxb2SyT0FBARg1qxZmD9/Pvbs2YPz589j5syZKCsrw4wZM6Tz/v73v+PAgQM4e/Yspk+fjrCwMDz++OMAgFdeeQV79+7F9evXkZaWhoMHDyI2NtZJz4iswQohERERkZuqqKgAULePsqlAOGnSJL1jgiBobS9A7mnFihWora3FtGnToFKp0LNnT+zduxchISFa5/z1r3/F5cuX8fDDD+Pbb7+Fj48PAKCmpgYvvfQSMjIyoFAoMGrUKKxatcpZT4eswEBIRERE5KbEEKhQKEwGwtTUVBw8eBAeHr83jwmCgGnTptl9jORccrkc77//Pt5//3292wYPHizNMxw7dqzBz1+7dq1dx0f2x0BIRERE5KbECqFSqURVVZXR8+bPn4+goCCEhYVpHX/55ZftOj4icj4GQiIiIiI3ZW6FcPbs2QaPP/XUU3YZFxG5Di4qQ0REROSmzA2ERNR4MRASERERuSmxZTQwMJCBkIgMYssoERERkZuqrKyEr68v5HI58vLy6j333LlzyM/PR2hoKDp16iStJElE7ouBkIiIiMhNVVRUwNfXF76+viYrhFu2bMG6devQq1cvKBQKFBYWIi0tDbNmzcLUqVMdOGIicjQGQiIiIiI3VVlZCblcXm8gXL9+PY4cOaK17YRarcbgwYMZCIncHOcQEhEREbkpcyuEfn5+SEpKkj4WBAFJSUmQy+WOGCYROREDIREREZGbEucQmtMy+s0332DAgAHo27cvBg0ahO+//x5bt2514GjpfpOYmIiuXbs6exjUQGwZJSIiInJTYsuoj4+PyY3pIyIisHr1ascNjIhcBiuERERERG7K3JZRImq8GAiJiIiI3JS5i8pQ41VbW4u3334bbdq0ga+vLx544AG89dZbAICFCxeiXbt28Pf3x4MPPog33ngD1dXVJu/vP//5Dzp27AhfX19ERkbi5ZdfdsTToAZgyygRERGRm2KFkOqzaNEifPLJJ1i1ahUGDhyIzMxMXLx4EQAQFBSEjRs3IioqCunp6Zg5cyaCgoKwYMECg/e1bt06zJ07FytWrMDo0aNRVFSEo0ePOvLpkBUYCImIiIjclLmLylDjpFKpsGbNGnzwwQd49tlnAQCtW7fGwIEDAQAJCQnSuS1btsS8efPw2WefGQ2E//jHPzBv3jz89a9/lY716tXLjs+AbIGBkIiIiMhNVVRUwM/PD97e3qiuroYgCJDJZM4eVuNRVgb8X7XNoTp0APz96z3twoULqKysxNChQw3evmvXLqxevRpXrlxBSUkJ1Go1FAqFwXNzcnJw9+5do/dFrouBkIiIiMhNVVZWIjg4GN7e3gCAmpoaeHnx8s9hLl4EevRw/OOePAl0717vaX5+fkZvS0lJwdNPP40lS5Zg5MiRUCqV2LFjB9577z2L74tcG38jEBEREbmp6upq+Pj4SIGwurqagdCROnSoC2fOeFwztG3bFn5+fjhw4AD+8pe/aN129OhRtGjRAq+//rp07ObNm0bvKygoCC1btsSBAwcwZMgQ68ZNTsHfCERERERuSgyAmoGQlRwH8vc3q1LnLHK5HAsXLsSCBQvg4+ODAQMGIDc3F+fOnUObNm1w69Yt7NixA7169cLu3bvx1Vdfmby/xMREvPjiiwgPD8fo0aOhUqlw9OhRzJkzx0HPiKzBQEhERETkpqqrq+Ht7a0VCIk0vfHGG/Dy8sLixYtx9+5dREZG4sUXX8SMGTPw//7f/8PLL7+MyspKjBkzBm+88QYSExON3tezzz6LiooKrFq1Cq+++irCwsLw5JNPOu7JkFVkgiAIzh4EWa+4uBhKpRJFRUVGJ/kSERFR4/Twww9j0KBBGDFiBMaNG4fMzExEREQ4e1hup6KiAtevX0erVq0gl8udPZz7hqmvG69xHYcb0xMRERG5KUMto0REmhgIiYiIiNwUW0aJqD4MhERERERuSq1WMxASkUkMhERERERuSmwZ9fHxkT7WlZSUhGHDhmHu3Ln46aef0K1bNwwePBjHjh1z9HCJyAm4yigRERGRmzKnZXThwoXYuXMnCgsLMWLECKSmpsLf3x8TJ07EoUOHHDxiInI0BkIiIiIiN2VOy6hcLkdMTAxiYmIQGxuL6OhoAICnp6dDx+oOuHi/Zfj1cg1sGSUiIiJyU+asMhoREYGamhoAwMGDBwHUBcna2lrHDfQ+J359y8rKnDyS+4v49RK/fuQcrBASERERuSlzWkZ37Nihd8zLywv79u2z+/jchaenJ4KDg5GTkwMA8Pf3h0wmc/KoXJcgCCgrK0NOTg6Cg4NZjXYyBkIiIiIiN9WQVUa9vHiZaImIiAgAkEIh1S84OFj6upHz8CediIiIyA0JggC1Wq3VMlpVVeXkUbkvmUyGyMhIhIeHc3sPM3h7e7My6CIYCImIiIjckFqtBgDuQ+hgnp6eDDp0X+GiMkRERERuyNxAuG/fPvTp0wf9+/fXmk84ZswYxwyUiJyKgZCIiIjIxk6dOoWxY8diwoQJSE5Olo7PmDHDYWMQw199q4y++eab2Lt3L/bv34/jx49jzpw5qK2t5YqZRI0EW0aJiIiIbCw+Ph4bNmyAl5cX5s+fj5SUFMydOxfXrl1z2BjE8FdfhVBcIRMAVq5ciY0bN2L8+PEoKSlx2FiJyHlYISQiIiKyMZlMhjZt2qBly5bYuXMniouLMXPmTKmN0xHMbRnt2rUrbty4IX08ffp0zJ07FyqVyiHjJCLnYiAkIiIisrHw8HCtkJWYmIi4uDikpqY6bAyaLaMymQxeXl4GA+HatWvRsmVLrWNDhgzBxYsXHTFMInIyBkIiIiIiG9u1a5deyJo6dSoqKiocNgbNCqH4f64ySkS6GAh1LF++HL169UJQUBDCw8Px+OOP49KlS1rnCIKAxMREREVFwc/PD4MHD8a5c+e0zqmsrMScOXMQFhaGgIAAjBs3DhkZGVrnFBQUYNq0aVAqlVAqlZg2bRoKCwvt/RSJiIioEdCcQyj+39xAWFpaisrKSruNjYhcBwOhjqSkJLz00ktISUnBvn37oFarMWLECJSWlkrnvPPOO1i5ciU++OADpKamIiIiAsOHD9fqtX/llVfw1VdfYceOHThy5AhKSkowduxY1NTUSOdMnjwZp0+fxp49e7Bnzx6cPn0a06ZNc+jzJSIiIvek2TIKWBYIe/fujebNm0MQBLuNj4hcA1cZ1bFnzx6tjzds2IDw8HCcPHkSgwYNgiAIWL16NV5//XVMnDgRALBp0yY0a9YM27dvxwsvvICioiJ8+umn2LJlC4YNGwYA2Lp1K2JiYrB//36MHDkSFy5cwJ49e5CSkoI+ffoAAD755BP069cPly5dQvv27R37xImIiMitNKRl9Pz58wCA9PR0dOnSxT4DJCKXwAphPYqKigAAoaGhAIDr168jKysLI0aMkM7x9fVFXFyctM/QyZMnUV1drXVOVFQUOnXqJJ1z7NgxKJVKKQwCQN++faFUKrX2K9JVWVmJ4uJirf+IiIjo/qB5bWBv5raM9u7dW+8/Ea8ziNwfK4QmCIKAuXPnYuDAgejUqRMAICsrCwDQrFkzrXObNWuGmzdvSuf4+PggJCRE7xzx87OyshAeHq73mOHh4dI5hixfvhxLliyx/kkRERGR3U2aNEnvmCAISE9Pd9gYzG0ZValUSE9Pl84rLy+Hv78/AHAeIVEjwEBowssvv4wzZ87gyJEjerfJZDKtjwVB0DumS/ccQ+fXdz+LFi3C3LlzpY+Li4sRExNj8nGJiIjIsVJTU3Hw4EF4ePzejCUIgkPXCjC3ZXTZsmVQqVTSG9k5OTnSbY5cFZWInIOB0Ig5c+bg22+/xeHDhxEdHS0dj4iIAFBX4YuMjJSO5+TkSFXDiIgIVFVVoaCgQKtKmJOTg/79+0vnZGdn6z1ubm6uXvVRk6+vL3x9fRv25IiIiMiu5s+fj6CgIISFhWkdf/nllx02BnMrhBMmTND6WPP6hBVCIvfHOYQ6BEHAyy+/jC+//BIHDx5Eq1attG5v1aoVIiIisG/fPulYVVUVkpKSpLDXo0cPeHt7a52TmZmJs2fPSuf069cPRUVFOH78uHTOr7/+iqKiIukcIiIiuj/Nnj1bLwwCwFNPPeWwMejOIfTy8pKqhqawQkjUuLBCqOOll17C9u3b8c033yAoKEiaz6dUKuHn5weZTIZXXnkFy5YtQ9u2bdG2bVssW7YM/v7+mDx5snTujBkzMG/ePDRp0gShoaF49dVX0blzZ2nV0djYWIwaNQozZ87E+vXrAQDPP/88xo4dyxVGiYiIqMEMtYyaEwjz8vKkf7NCSOT+GAh1rFu3DgAwePBgreMbNmzA9OnTAQALFixAeXk5Zs+ejYKCAvTp0wc//fQTgoKCpPNXrVoFLy8vTJo0CeXl5Rg6dCg2btwIT09P6Zxt27YhPj5eWnFs3Lhx+OCDD+z7BImIiKhR0G0Z9fLyMmvbCZVKBR8fH9TW1rJCSNQIMBDqMGcDVplMhsTERCQmJho9Ry6XY+3atVi7dq3Rc0JDQ7F161ZrhklERET3IZVKpfUGsj0Z2nbCnAphcXExgoKCUFFRwQohUSPAOYRERERENrZ582Z07twZ3bt3x4oVK6Tj48ePd9gYdFtGzZ1DqFKpoFAoIJfLWSEkagQYCImIiIhsbN26dUhLS0NaWhr8/f3x5JNPoqyszKxOJFtpSMtoUFAQfH19WSEkagTYMkpERERkYx4eHlJlLj4+Hg899BBGjx6N/Px8h43B2pZRMRCWlJSwQkjUCLBCSERERGRjY8aMwY0bN6SPhw0bhg8//BDNmzd32BjUajVkMpm0oJ0lLaOsEBI1HqwQEhEREdnYa6+9pnesY8eO2LNnj8PGUF1dLbWLAnWB0JyKn0qlQkhICOcQEjUSrBASERER2dnZs2fxzjvvOPQxq6urpXZRwPJVRlkhJGocGAiJiIiI7Gz48OFYuHAhamtrHfaYarVaKxAaWlTm1KlTGDt2LCZMmIDk5GQAdRXClJQUVgiJGgm2jBIRERHZWVZWFgAgNzcXzZo1c8hjGmoZ1a0QxsfHY8OGDfDy8sL8+fORkpIClUoFT09PVgiJGglWCImIiIgcJDMz02GPZU7LqEwmQ5s2bdCyZUvs3LkTxcXFyMnJgUwmY4WQqJFgICQiIiKyI802zbt37zrscc1pGQ0PD9daDTUxMRGCICAjI4MVQqJGgoGQiIiIyI7KysqkfzsyEJrTMrpr1y60bNlS+lgQBFRXV+Nf//oXK4REjQQDIREREZEdaVbZHB0ILV1lVKwgyuVyVgiJGgkGQiIiIiI70gxVxcXFDntcc1pGdYkVQV9fX1YIiRoJBkIiIiIiO9IMhKWlpQ57XN2WUXMqhGIAZIWQqPFgICQiIiKyIzFkeXl5ac0ntDfdllFDcwg///xzdOvWDVOnTsWmTZvQr18/AHX7E7JCSNQ4cB9CIiIiIjsSq2whISEOrRCa0zL63nvv4ejRo1CpVOjatSt2796NHj164Msvv8SkSZNYISRqBBgIiYiIiOxIDFWhoaEu1zLq5+cHf39/+Pv7Y+jQofDx8ZHOZYWQqHFgyygRERGRHWlWCF2tZbRr166oqakBAGzdulUKgCEhIZxDSNRIMBASERER2ZGzKoTmtIyuXr0anp6e0sfiWNeuXStVCAVBcMyAicgpGAiJiIiI7EgzEDq6QmjtKqO+vr7w9fWV7oeI3BcDIREREZEdOXMOoaX7EIpjlcvlkMvlAMB5hERujovKEBEREdmRsyqEarUagYGB0sdeXl4QBAG1tbXw8Pi9JlBZWYlz584hPz8f58+fB6BdIeQ8QiL3xkBIREREZEdihS04ONjpq4wCdUFRXE10y5YtWLduHXr16gWFQoHjx48DAL7++mtER0drjZ+I3BMDIREREZEdVVZWwsfHBwEBASgvL9er0NmLoUVlgLqgKAbC9evX48iRI9J4NmzYgJ9++gn/+c9/8NZbb0njJyL3xTmERERERHZUWVkJX19fBAQEAADKy8sd8ri6cwg1K4QiPz8/JCUlSR+Xl5fDw8MDfn5+nENI1EiwQkhERERkR2Ig9Pf3BwCUlpZK4dCedFtGxX9rBsItW7ZgxYoVSEhIQE1NDXJycuDh4YGtW7ciMzNTGj8RuS9WCImIiIjsSAyEfn5+0seOYKplVBQREYHVq1fj6NGjSElJwfPPPw+FQoGIiAhWCIkaCQZCIiIiIjuqrKyEXC6X5u05KhCa0zKqSxwrAK4yStRIMBASERER2ZFYIRQDVlVVlUMe15yWUV3iAjgAWCEkaiQYCImIiIjsSAyEjq4QmtMyqquqqkoKrqwQEjUODIREREREdlRRUaEVCB1ZIbS0ZbSqqko6jxVCosaBgZCIiIjIjnRbRh05h9BQy2h9FUIxuLJCSNQ4MBASERER2ZFuy6ijKoTGWkZNVQg1N6339PSUjhGR+2IgJCIiIrIjZ1YIrWkZFQOhTCaDj4+PwwIsETkHAyERERGRHTmrQmhty6huiGSFkMi9MRASERER2ZGztp3QbRm1tEIIgBVCokaAgZCIiIjIjpyxMb0gCA2eQwiwQkjUGDAQEhEREdmRWCEUw5kjKm5i6GvIKqMAK4REjQEDIREREZEdifsQiou0OKJCKAbChraMskJI5P4YCImIiIjsSKwQAo6ruIkhztKWUd1FZXx8fBgIidwcAyERERGRHWkGQl9fX4dUCMUQZ2nLqKE5hGwZJXJvDIREREREduSMCqGtWkZZISRyfwyERERERHbkzAqhoZZRSxaVYYWQyP0xEBIRERHZkTPnEBpqGeUcQiLSxEBIREREZCe1tbWorq52eIXQUMuoh4cHPDw8LF5llBVCIvfGQEhERERkJ2KYksvlAJy7yihQVyW0ZFEZVgiJ3B8DoQGHDx/GY489hqioKMhkMnz99ddat0+fPh0ymUzrv759+2qdU1lZiTlz5iAsLAwBAQEYN24cMjIytM4pKCjAtGnToFQqoVQqMW3aNBQWFtr52REREZGjiNVAV2gZBeoCIiuERKSJgdCA0tJSPPzww/jggw+MnjNq1ChkZmZK//3www9at7/yyiv46quvsGPHDhw5cgQlJSUYO3YsampqpHMmT56M06dPY8+ePdizZw9Onz6NadOm2e15ERERkWNVVFQAgEu0jAJ1AdGSOYTcmJ7I/XnVf0rjM3r0aIwePdrkOb6+voiIiDB4W1FRET799FNs2bIFw4YNAwBs3boVMTEx2L9/P0aOHIkLFy5gz549SElJQZ8+fQAAn3zyCfr164dLly6hffv2tn1SRERE5HDOrhBa2jJqaNsJdi8RuTdWCK106NAhhIeHo127dpg5cyZycnKk206ePInq6mqMGDFCOhYVFYVOnTohOTkZAHDs2DEolUopDAJA3759oVQqpXMMqaysRHFxsdZ/RERE5Jp0A6EzN6YHTLeMCoJgcGN6VgiJ3BsDoRVGjx6Nbdu24eDBg3jvvfeQmpqKP/zhD9Iv+KysLPj4+CAkJETr85o1a4asrCzpnPDwcL37Dg8Pl84xZPny5dKcQ6VSiZiYGBs+MyIiIrIlZ1UIrWkZFY/rVgg5h5DIvbFl1ApPPfWU9O9OnTqhZ8+eaNGiBXbv3o2JEyca/TxBECCTyaSPNf9t7BxdixYtwty5c6WPi4uLGQqJiIhclKEKYV5ent0f15qWUTH4cQ4hUePCCqENREZGokWLFrh8+TIAICIiAlVVVSgoKNA6LycnB82aNZPOyc7O1ruv3Nxc6RxDfH19oVAotP4jIiIi1+TsOYSWtIyK42KFkKhxYSC0gby8PNy+fRuRkZEAgB49esDb2xv79u2TzsnMzMTZs2fRv39/AEC/fv1QVFSE48ePS+f8+uuvKCoqks4hIiKi+5sYCDX3IXT2KqPGKn7icc4hJGpc2DJqQElJCa5cuSJ9fP36dZw+fRqhoaEIDQ1FYmIinnjiCURGRuLGjRt47bXXEBYWhgkTJgAAlEolZsyYgXnz5qFJkyYIDQ3Fq6++is6dO0urjsbGxmLUqFGYOXMm1q9fDwB4/vnnMXbsWK4wSkRE5CYMtYw6e5XR+iqEmp/DCiGR+2OF0IATJ06gW7du6NatGwBg7ty56NatGxYvXgxPT0+kp6dj/PjxaNeuHZ599lm0a9cOx44dQ1BQkHQfq1atwuOPP45JkyZhwIAB8Pf3x3fffQdPT0/pnG3btqFz584YMWIERowYgS5dumDLli0Of75ERES2curUKYwdOxYTJkzQWjV7xowZThyV8+juQ+joRWWsaRkVxyqezwohkXtjhdCAwYMHQxAEo7fv3bu33vuQy+VYu3Yt1q5da/Sc0NBQbN261aoxEhERuaL4+Hhs2LABXl5emD9/PlJSUjB37lxcu3bN2UOzmaSkJCxduhRdunTBqFGjsHDhQiiVSixfvhz9+vXTOtfZ205Ys6gM5xASNS4MhERERGQzMpkMbdq0AQDs3LkTiYmJmDlzptGq1P1o4cKF2LlzJwoLCzFixAikpqbC398fEydOxKFDh7TOdfaiMta0jHIOIVHjwpZRIiIispnw8HDcuHFD+jgxMRFxcXFITU113qBsTC6XIyYmBp07d0ZsbCyio6MRGhqqNS1EJAZCMWQ5qkKoVqshk8ng4aF9qcdVRolIFwMhERFRA0yZMsXZQ3Apu3btQsuWLbWOTZ06VZpL5w4iIiJQU1MDADh48CCAugBWW1urd25lZSV8fHykPYYdWSHUrQ4ClreMskJI5P7YMkpERC7j1KlTeOONN+Dt7Y358+dL2/DMmDEDn376qVPHtmDBAr1jgiBoLZxCjcOOHTv0jnl5eWltNyWqrKzUWqTFkXMIDQVCayuEgiBIoZaI3AsDIRERuQxXXpBk27Zt2L59u97xn3/+2QmjIVeku6InoB8IHRWw1Gq1wfFYM4cQAGpqagzeHxHd//iTTURELsOVFyR57rnnEBsbi/DwcK3jzzzzjJNGRPeDyspKaVN64PewVV1drRW8bM1Uy6ixllVjFULxNgZCIvfEOYREROQyXHlBkqVLl+qFQaCuqkm/27dvH/r06YP+/ftrtVaOGTPGiaNynoqKCr2WUQB2n0doq5ZR8T44j5DIfTEQEhGRy2gMC5K4uzfffBN79+7F/v37cfz4ccyZMwe1tbUoKytz9tBsxpLQa6hlVDxuT6ZaRo2FO90VUTX/zZVGidwXAyERERHZjKenJ4KDg+Hv74+VK1eiR48eGD9+PEpKSpw9NJuxJPQaWlQGcF6F0Jw5hJrjZYWQyP0xEBIREZHNdO3aVavtd/r06Zg7dy5UKpXzBmVjloReYxVCV24Z1awsskJI5P4YCImIiMzAuXHmWbt2rV7b75AhQ3Dx4kXnDMgOLAm9xiqErtgyWlVVpbVnIsAKIVFjwEBIREQub8SIEc4eQqOYG0fmsST0ulqFsL6WUd2VT8X7YIWQyH1x/WAiInIZkyZN0jsmCALS09OdMBptYpsgAKxcuRIbN250u7lxZHvOWlTG2pZR3UCouU0GEbknBkIiInIZqampOHjwIDw8fm9gEQQB06ZNc+Ko6ohtgmJlaPr06WjRogVmzZrl3IHdJ7KyshAREeHsYThcZWUllEql9LGjFpVpSMuoJlYIidwfAyEREbmM+fPnIygoCGFhYVrHX375ZSeN6Hdr167VO+Zuc+Ps6ZlnnsFPP/3k7GHYTGVlJc6dO4f8/HyEhoaiU6dOBjear6ioQLNmzaSPWSEkIlfDQEhERC5j9uzZBo8/9dRTDh4JWat37956xwRBwOXLl50wGvvYsmUL1q1bh169ekGhUKCwsBBpaWmYNWsWpk6dqnXu/bbtBCuERI0PAyERERHZjEqlQnp6ul674vDhw500Ittbv349jhw5otXarFarMXjw4HoDoStvTM8KIVHjxFVGiYiIGiArK8vZQ3Apy5YtM7j9QkJCghNGYx9+fn5ISkqSPhYEAUlJSZDL5XrnulqF0NKWUVYIidwfAyEREbk8Vw5dzzzzjLOH4FImTJiAkJAQveNxcXFOGI19bNmyBd988w0GDBiAvn37YtCgQfj++++xdetWvXPv920nWCEkcn9sGSUiIpfnCguSNIa5cWSeiIgIrF692qxz78eN6TWxQkjk/hgIiYjIZbhy6GoMc+PIOiqVCqtWrcKMGTPQvHlzrdt0A6GnpydkMtl90zLKCiGR+2MgJCIil+HKoUucG6fbDulOc+PIOosXL8bq1avxyy+/YN++fVq36QZCmUwGHx8fp207YW2FkIGQyH1xDiEREbkM3QVJrly5gsLCQpcIXY1hbpy9TJkyxdlDsKuff/4ZAHDjxg292yoqKvQWm/H19TVYITRWubOGqZZRtVoNQRD0bjMUCD09PeHh4cGWUSI3xgohERG5jAkTJmh93LZtW8TExODWrVtOGpFpV65cQW1tLdq1a+fsobiEBQsW6B0TBAHJyclOGI3j5Obmws/PD/fu3dM6XltbC7VarVUhBKBVIUxPT8fChQtRWFgoVe/CwsKwbNkydO7c2eoxmWoZFcfm6empdVtVVRUUCoXBz2GFkMh9MRASEZFLEqslt2/fNlhlcbaMjAy0bdsWkZGRuHv3rrOH4xK2bduG7du36x0XK2juSBAE3Lt3Dx07dsSpU6e0KnNi6NMNhJoVwtmzZ2P79u2IiYmRbr916xamTJmCX375xepxmWoZFW83FAh1K4RAXYBlhZDIfTEQEhGRS7p9+7b07y1btmDmzJlOHI2+06dPAwAyMzOdOxAX8txzzyE2Nhbh4eFax915aw6VSoWqqiq0b98ep06dQkFBAZo2bQrAeCDUrBDW1NRAqVRq3a5QKFBTU9OgcRlrGRVDoqH2VGOBkBVCIvfGQEhERC7p2rVrAIAHH3wQX3zxhcsFwtzcXOnfrljBdIalS5caPB4fH+/gkTiO2CbaoUMH6eP6AqFmhXDFihUYO3YsfHx8oFAoUFRUBLVajbfffrtB46qvQmhJIGSFkMi9MRASEZFLunHjBmQyGQYOHIiLFy86ezh6cnJypH/fvHkT7du3d+JoyFnENwbEQJiXlyfdZk6FcNCgQTh8+DDKy8tRWFiIkJAQm7y5YE7LqC5WCIkaJ64ySkRELqmgoABKpRLh4eEoLCx09nD05ObmShfP169fd/JoyFl0K4TmBkLdipufnx8iIyNtVmm2tmVUd6zGxmsNzrUlck2sEBIRkUsqKyuDv78/goODXTIQ5uTkSAuJaIYAalzy8/MBAK1bt9b6GDCvZdRebNkyak2F8IcfftD6WBAEJCYmYsmSJXj00Uctui8isi9WCImIyCWVlpZKgbCgoMDgvmnOlJubixYtWsDT0xPFxcXOHo5LGzFihLOHYDelpaXw8PBAQEAAfHx8UFpaKt1WUVEBwHTLqL3YumXU0gA7ffp0fPDBBzhx4gRSU1Nx4sQJFBYW4sSJExbdDxHZHyuERETkksrKyhAQEIDg4GBUV1ejvLwc/v7+zh6WJDc3F927d4dSqURRUZGzh+MSJk2apHdMEASkp6c7YTSOIb5OZTIZAgICtAKhGPpMbUz/+eefY/ny5ejYsSOGDx+OZcuWQaFQ4I033sC4ceOsHpctVxn18fGxuEJ4/fp1vP/++0hPT8ecOXPQr18//Prrr1i8eLFF90NE9sdASERELkmzQggAhYWFLhUICwoKEBoaCoVCYbJCeOrUKbzxxhvw9vbG/Pnz0b9/fwDAjBkz8OmnnzpquA6RmpqKgwcPwsPj9wYkQRAwbdo0J47KvsTWZgBGA6GpCuF7772Ho0ePQqVSoWvXrrh48SLkcjmGDRvWoEDo7AphQEAAFi1aBJVKhTVr1mDVqlUu2fpNRAyERETkosQL7ZCQEAB1gTAqKsrJo/pdYWEhgoODoVQqTQbC+Ph4bNiwAV5eXpg/fz5SUlIwd+5caVsNdzJ//nwEBQUhLCxM6/jLL7/spBHZnzWB0NfXVwpHfn5+8Pf3h7+/P4YOHSrtSWioumcJtVpt020nrF1lNCgoCAkJCSguLnbJ1YKJiHMIiYjIRWm2jAJwqeqCIAgoKiqCUqmU9o4zRiaToU2bNmjZsiV27tyJ4uJizJw50+AF+f1u9uzZemEQAJ566iknjMYxSktLERAQAMC6CmHXrl2lTei3bt0KoC6YNWnSxOoxCYJg843pG7oIjkKhQO/evRt0H0RkHwyERETkksSWUbFi4kqBsKysDDU1NVIgNFUhDA8Px40bN6SPExMTERcXh9TUVAeMlOzN2pZRMWCtXr0anp6eerfv2rXL6jGJYc+SltHa2lqo1WqbVwiJyPUxEBIRkUsSL7QDAwMBQOtC29nEcGpOy+iuXbvQsmVLrWNTp06VVqCk+5u1LaP2XGXUVCA0ViEUA5+tK4T5+fm4cuWK1nYcRORaOIeQiIhcktiKJ15sl5WVOXlEvxNbRMUK4YULF5w8ItemUqkQFBTk7GHYhW7LqEqlkm4rLy+HTCbTC1m22ujdGDHcGWoZNTaHUByPsQqhpVurHDhwAIsXL0ZYWBgUCgUKCwtRUFCAJUuWYOjQoRbdFxHZFwMhERG5JLHy4u3tDS8vr/u2QtiYbN68Gf/85z/h7e2NSZMm4W9/+xsAYPz48Th48KCTR2cfZWVl0jzXgIAAZGVlSbeVl5fDz88PMplM63PMqRBmZWUhIiLCqjGJgdCSllFTgdCaCuHixYuxZ88erTcCiouLMXr0aAZCIhfDllEiInJJuq14rlohDAoKYiD8P+vWrUNaWhrS0tLg7++PJ598EmVlZRAEwdlDsxtTLaMVFRV6exAC5lUIn3nmGavHVF/7J2B5hdDSOYQeHh7Izc3VOpabm6u1JQkRuQZWCImIyCVptuL5+/u7ZCAMDg6Gv78/ysvLjZ67b98+JCQkwNPTE/Hx8Xj66acBAGPGjMHu3bsdMl5H8fDwkAJHfHw8HnroIYwePdqt54+ZWmVUrBDq0qwQGlp5UxAEXL582eoxieHOVIVQN5CK47FVhfDjjz/GvHnzkJWVBUEQIJPJEBkZiY8//tii+yEi+2MgJCIil2Sq8uJsRUVF8PDwQEBAgDQ28aJX15tvvom9e/fCx8cHCQkJOHr0KNasWeNSAddWxowZgxs3bkiL6AwbNgyXLl3Cjh07nDswOzL1OjUWCDUrhCqVCunp6Xrz/YYPH271mExV+8QFbixpGbWmQhgbG4uvvvrKos8hIudg3Z6IiFxOdXU11Gq1dKHtahXCkpISBAYGQiaTwd/fH4IgGJ0T5unpKVUSV65ciR49emD8+PEoKSlx8Kjt77XXXtNaUbWkpAQvv/yywyuEp06dwtixYzFhwgQkJydLx2fMmGHzx6qvZbS+CuGyZcu0FqIRJSQkWD0mUy2j4jHd16ut5xAS0f2DgZCIyI058sLYlsSLaldtGRUDIYB6V0Ht2rWr1j6E06dPx9y5cw2GAHfzww8/AIDBeXT2FB8fj9WrV2PVqlVYtWoVVq5cCQC4du2azR+rvpZRQ8/d19dXClgTJkxASEiI3jlxcXFWj6m+ap/mOeZ+DvchJHJfDIRERG7MkRfGtiSGK1dtGdUNAeIxQ9auXau3D+GQIUNw8eJFu47RFYjbcejuw2dvMpkMbdq0QcuWLbFz504UFxdj5syZegup2IJuhVCtVkvhylTLqFqtRm1trc3HA5ieQ+jp6QlPT0+nVQg1V2ElItfAQEhE5MYceWFsS2K4cvWWUaD+CmFjJl78Z2ZmOvRxw8PDtaqyiYmJiIuLQ2pqqk0fp6amBpWVlVqBEPj99WuqZRTQb9u0FVPhTnx8Z1UIG7J6KhHZBwOhAYcPH8Zjjz2GqKgoyGQyfP3111q3C4KAxMREREVFwc/PD4MHD8a5c+e0zqmsrMScOXMQFhaGgIAAjBs3DhkZGVrnFBQUYNq0aVAqlVAqlZg2bZq0txURkS046sLY1sRw5Q4to41ZdnY2gLpA6MitJ3bt2qVXlZ06dSoqKips+ji6r1PdQGisZdRY26atmJpDKB63d4Wwd+/eev/16tULx48ft+h+iMj+GAgNKC0txcMPP4wPPvjA4O3vvPMOVq5ciQ8++ACpqamIiIjA8OHDteaDvPLKK/jqq6+wY8cOHDlyBCUlJRg7dixqamqkcyZPnozTp09jz5492LNnD06fPo1p06bZ/fkRUePhqAtjW7ufWkbNCYSVlZVIS0vD/v37kZaW1mgW6MjKyoK/vz8qKytRUFDg7OHYnKHXKaAdCO+XCqH4O8FYgLW0QqhSqZCcnIzjx49L/6WmpqJXr14W3Q8R2R+3nTBg9OjRGD16tMHbBEHA6tWr8frrr2PixIkAgE2bNqFZs2bYvn07XnjhBRQVFeHTTz/Fli1bMGzYMADA1q1bERMTg/3792PkyJG4cOEC9uzZg5SUFPTp0wcA8Mknn6Bfv364dOkS2rdv75gnS0Tkgu6HllGFQgGg/jmEW7Zswbp169CrVy8oFAoUFhYiLS0Ns2bNwtSpUx02ZmfIzs5Gly5dkJKSgpycHISGhjp7SDZVXyA01jJq7wphfYHQUIXQVCC0pkIorp6qu2BOQ1ZPJSL7YCC00PXr15GVlYURI0ZIx3x9fREXF4fk5GS88MILOHnyJKqrq7XOiYqKQqdOnZCcnIyRI0fi2LFjUCqVUhgEgL59+0KpVCI5OdloIKysrNT6JV5cXGyHZ0lE5FyGWkZdqUJYUlKCqKgoAPVXCNevX48jR47Aw+P3phy1Wo3Bgwe7fSDMyspCXFwcUlJSnFIhzM/PR35+PkJDQ+0SRnVXw3W1CqGhRWUA7X0QRbauEE6YMMHg8YasnkpE9sGWUQuJE+SbNWumdbxZs2bSbVlZWfDx8dF7V0z3nPDwcL37Dw8PN7kC1/Lly6U5h0qlEjExMQ16PkTUOOTn5+PKlSsO3w/OWoYqL65UIbSkZdTPzw9JSUnSx4IgICkpyeFbMThaSUkJysrKEBsbCwAODYQHDhzAgAED8Oc//xlLlizBs88+i4EDB+LAgQM2fRxzWkaNbTsBOG8OoeY+iCIxEBpaEdbb2xtqtbpB80Crq6vx5JNP4j//+Y/V90FE9sEKoZVkMpnWx4Ig6B3TpXuOofPru59FixZh7ty50sfFxcUMhURk1IEDB7B48WKEhYVJ7YoFBQVYsmQJhg4d6uzhGSVeUIvVFVdsGRUXlRHHaKpldMWKFUhISEBNTQ28vb3Rs2dPbN261WHjdQbxzc2HHnoIABz6ZsTixYuxZ88eBAUFSceKi4sxevRom77uG9oyqhnK1Go1vLxsc1lmTsuooQqhr6+vwWsQsdJYXV1t9D7rs3PnTnzxxRe4c+cOnnvuOavug4jsg4HQQhEREQDq/tBFRkZKx3NycqSqYUREBKqqqlBQUKBVJczJyUH//v2lc8TV1zTl5ubqVR81+fr6Onw/JyK6fznqwtjWysrK4OvrC09PTwCut6iMZiCUyWQmA2tERATeffddm13s3y/Ev3GtWrWCXC53aCD08PBAbm6u1us+NzdXq23XFhraMnru3Dm89tprKCwshJeXF6qrqxEWFoZly5ahc+fOVo+rvpZRYxVCY1VrzTmP1gbCO3fuAIA095aIXEfj+utkA61atUJERAT27duHbt26Aaj7BZmUlIS3334bANCjRw94e3tj3759mDRpEoC6JbfPnj2Ld955BwDQr18/FBUV4fjx4+jduzcA4Ndff0VRUZEUGomIGspRF8a2ptmSCdRVYNRqNaqrq41e5DqSofHpBsL09HQsXLjQ5hf79wvNKRYhISEObRn9+OOPMW/ePGRlZUmdN5GRkfj4449t+ji6FUIfHx94enqave3EO++8g++//16r0+fWrVuYMmUKfvnlF6vHVVVVBS8vL6MdR8YqhMYCoWaF0FriGwL37t2z+j6IyD4YCA0oKSnBlStXpI+vX7+O06dPIzQ0FA888ABeeeUVLFu2DG3btkXbtm2xbNky+Pv7Y/LkyQAApVKJGTNmYN68eWjSpAlCQ0Px6quvonPnztKqo7GxsRg1ahRmzpyJ9evXAwCef/55jB07liuMEpHNOOrC2NbKysqki2xAe56eUql01rAAALW1tSgtLZUqhIDhCubs2bOxfft2m1/s3y+ysrLg7e2NkJAQhIaGOrRCGBsbi6+++sruj6MbCGUymfRaEAQBJSUlWm/GiMQKoVqt1ns9KxQKrS2qrFFfJa8hFUJrMRASuS4GQgNOnDiBIUOGSB+Lc/aeffZZbNy4EQsWLEB5eTlmz56NgoIC9OnTBz/99JPWL/1Vq1bBy8sLkyZNQnl5OYYOHYqNGzdK7U8AsG3bNsTHx0urkY4bN87o3odERNZw1IWxrekGQs1WPGcHwvLycgiCoBUIDVUIa2pq7HKxf7/Izs5GeHg4PDw8HB4IHaW0tBTe3t5aVWsxEIqh0FCLpBiwnn32WYwdOxY+Pj5QKBQoKiqCWq2WOo6sVd9cP2srhA0JhHl5eQDqOhSIyLUwEBowePBgkytpyWQyJCYmIjEx0eg5crkca9euxdq1a42eExoa6vaLChARWaO0tNRohdDZdOeNAYYD4YoVK+xysX+/yMnJkVbTdnTLqKPovnEBAIGBgSgpKYFKpQIAkxXCtm3b4vDhwygvL0dhYSFCQkJssvqsORVCcVVRkalAaItVUcU3BMrLyw1+3ci1TZkyBdu2bXP2MMhOGAiJiMjl6LbaiRePrrCwTElJCQDUWyEcNGiQXS727xcqlUqqkAYFBSEjI8PJI6obk6GAZi1DwUapVKKoqEjaJ9hQhVA3YPn5+RlcfMZaVVVVJufa+vj46O1jbCoQiscbsm9ifn4+2rRpgytXruDevXt44IEHrL4vsp8FCxboHRMEAcnJyU4YDTmKa68qQEREdmFqv1NXoFKp9OboAa5RITQUCE2tgurn54fIyMhGFQYB7ZVYxaqZo2zevBmdO3dG9+7dsWLFCun4+PHjbfo4upVsQD8QGgqghradsCVbzyEUA6xuVdESeXl5aNOmjfRvck3btm3DmDFjtP4bO3YsmjRp4uyhkR2xQkhE1Ag988wz+Omnn5w9DKNKSkq0LkDux5bRxq6kpERqGXV0IFy3bh3S0tLg7e2N999/H08++SQ2b97coI3VDSkrK9N6HQBAcHAwCgsLTbaM2jsQ2noOoRgIG1ohbNmyJQBIXxtyPc899xxiY2Oln13RM88846QRkSMwEBIRuTFxWxtNgiDg8uXLThiN+VQqlXTxCNwfLaPGVk/Mz89Hfn4+QkNDERoa6pAxuoKSkhI8+OCDABwfCD08PKSWyfj4eDz00EMYPXq0zRe2MdQyGhwcjIyMDJMtozKZDN7e3vjf//6HPn36wNPTE/Hx8Xj66acBAGPGjMHu3butHpc1FcLKysp6W0atrRCq1WqUlZVJK+7qtquS61i6dKnB4/Hx8Q4eCTkSAyERkRtTqVRIT0/X2xR9+PDhThqReTTbDYH7s2X0wIEDWLx4McLCwqBQKFBYWIiCggIsWbIEQ4cOdeiYnUGz7dfRgXDMmDG4ceOG9KbCsGHDEBkZiXnz5tn0cYzNIayvQgjUhazvv/8ep0+fho+PDxISEnD06FGsWbOmwa9zc+YQGqoQGmsLbGiFUPxaREdHA2AgJHI1DIRERG5s2bJlUKlUCAkJ0TqekJDgpBGZR3fxD3HBDVcIhOa2jC5evBh79uzReh7FxcUYPXp0owiEhuYQinth2ttrr72md6xjx47Ys2eP2fdhzqqKpaWlRltGi4uL4e3tLYUpXWLVLTg4GACwcuVKbNy4EePHj29weLb1HMKGVgjFQNisWTN4enoyEBK5GAZCIiI3NmHCBIPH4+LiHDwSy+hWCD09PSGXy12mZdTT01PrQt9QIPTw8EBubq5WIMzNzYWHR+NYz01zpdjAwEDU1NSYbEu0t6+//hpdunSR2lhFDVlVsaysDGFhYVrHxEVlxDc1jAVgPz8/NG3aVKuSOX36dLRo0QKzZs0y81kZ5mpzCDXbZxUKBQMhkYthICQiamQuXbqEmJgYl90HTBAEg9sDuMrCLWJY1bzQN9Qy+vHHH2PevHnIysqSKmORkZH4+OOPHT1kp9AM9WIVraSkxCmB8M6dO9KbI7oLy2zbtg3bt2/X+5yff/653vs1NoewoqJC780AXXK5HHFxcVpzZQFgyJAhuHjxYr2PbUp9LaPOqhAGBQUxEBqQlJSEpUuXokuXLhg1ahQWLlwIpVKJ5cuXo1+/fg4dy+eff47ly5ejY8eOGD58OJYtWwaFQoE33ngD48aNc+hYyHEYCImIGpGioiJ069YNS5cutfl8KluprKyEWq3WqhACrhUIddsEDY0tNjYWX331lSOH5jKqqqpQXV2t1TIK1H3tdCtqjvDbb79J/y4vL9fa868hqyoaahkV9168cuUKmjZtavRz/fz8GrSNgymmwh1geYVQDJesENrHwoULsXPnThQWFmLEiBFITU2Fv78/Jk6ciEOHDjl0LO+99x6OHj0KlUqFrl274uLFi5DL5Rg2bBgDoRtjICQiakS+/PJLlJeX49KlS84eilHi/Cnd6oqpvf4cqbS01GhYddQcOVenu/COZiB0hitXrkj/vnnzJjp06CB93JBVFQ1VCMUQeO7cObRv397o58rlcpSXl9f7GNaorKw02QFgaYVQJpNBLpezQmgncrkcMTExiImJQWxsrLT4jqenp8PH4ufnB39/f/j7+2Po0KHSGxy6C5ORe2kcExmIiAgApNa4a9euOXkkxhlbndGVKoSGAiEAu13g329cLRBevnxZmrt58+ZNm92voUAYFRUFALh69ape1VGTqQphQ/fpq6ysNLqYDWB5hRAwHCLNJQZABkLDIiIiUFNTAwA4ePAggLqtOmprax0+lq5du0pj2bp1K4C6ij83pndvDIRERI1Efn4+Dh48iMjISJcOhIa2dQDqQpcrVAgNtYxasi1GY9iU29UC4Y0bN/DII4/Aw8PDpoHQUMtoZGSk9G9TgVAul+PSpUvo3LkzunfvjhUrVki3jR8/vkHjMifc1dbWQq1Wm/05crm8QdtO+Pn5wcvLi4HQgB07duhVA728vLBv3z6Hj2X16tV6Y/Hx8cGuXbscPhZyHAZCIqJG4ubNm6itrcWYMWNw69YtrYtBV2KsQhgQEOASFUJjLaOAdiDcvHmzXS727weuFgizs7MRHR2NyMhIZGRk2Ox+DVUIfX19pXmS9VUIr169irS0NKSlpcHf3x9PPvmk1HrcEOZUCAFoVQnNCZHWtowWFxdDoVAAAAOhBdimSY7CQEhE1EhkZWUBALp3746amhrk5eU5eUSGmaoQukIgNNUyqjm+devW2eVi/37gaoEwJycH4eHhCAsL03vdf/755+jWrRumTp2KTZs2oX379ujVqxe+/fZbk/dZXV2N6upqg3P1xHlXzZo1M/r5crkctbW10oIt8fHxePHFFzF69GgcOnQIa9eutfRpSioqKswKhGLFT61WQ61W261lVHPVYAZCItfDtx6IiBoJMRA+9NBDAIB79+6ZvGB1FlMVwoKCAmcMSUtJSQmaN2+udUxsG9RsafXw8NC62H/ooYcwevRo5OfnO26wTiJ+D8UgKJfL4eHh4RKB8N69e1q3Wbuqohj+dVtGAaBFixa4evWq9LNmiJ+fH5RKpdY+hMOGDUN1dTUOHz6MzZs3Y86cOVY8W9S736MYFsUKoRj06msZZYWw8TK0FRC5D1YIiYgaiaysLDRp0kRa9EL3wthVuHqF0NyW0TFjxuDGjRvSx8OGDcOHH36oFybdke73UCaTITAw0CmBsLq6Gvn5+WjWrBmaNGmiVyEUV1Vs1qyZtKqir69vve164vfaUIVw48aNOHXqFLp372708+VyOZo0aaK1D2FVVRWef/55AGjQIh7mtoyKQVAMevdrhfDUqVMYO3YsJkyYgOTkZOn4jBkzbPo49mJtldoeGnOre2PGCiERUSORlZWFiIgIaX5Tbm6uk0dkmEqlgo+Pj3TRKnKVQGhuy+hrr72m97kdO3bEnj177DtAF1BSUgIPDw+t/f6cFQjF17lYIdTdckVcVdHT09OiVRVNBUJxCwFT/Pz89FalPXfunDTHsbq62uTnm1Jfy6huhdCcQGjLCmFpaan0NbeF+Ph4bNiwAV5eXpg/fz5SUlIwd+5cl148S5Mz9v5Tq9UG3/QQW929vb3x/vvv48knn8TmzZsbRat7Y8YKIRFRIyEGwuDgYHh6erp0hVA3cAGusw+hqVVG6xvfunXrMHfuXLuNzVWI30PNPRmdFQhzcnIA1AVCQxVCa1dVFL/XhlpGzWEoYN25cwdAXWhqyOI39bWMOrtCKB6zFZlMhjZt2qBly5bYuXMniouLMXPmTJddOEuXtVVqS6Wnp+PRRx9F//798Yc//AH9+vXDY489hvT0dOkc3VZ3cV6rq/69INtgICQiaiTu3buHpk2bQiaTGZxL5SqMzVVxlQqhuS2jukpKSjB79mysWrXK7beeMBTqnRUIxTmboaGhNn3dm6oQmsNQhfDOnTvw9PTE4sWLkZGRYXVVxtUqhCqVSqtCCMCmbaPh4eFa7dmJiYmIi4tDamqqzR7Dnhy199/s2bOxfv16JCcn4/Dhwzh27Bj+9a9/Yfbs2dI5jbnVvTFjICQiaiTy8/MRGhoKAAgLC3PpllFXDYS1tbUGA6Gvry9kMpnJ8d2+fVv699WrV+02RlfgSoFQDB4KhQJhYWGoqKiwyeuooYHQUMDKyMhAREQEWrRogbKyMqsWUaqtrUV1dbVLVQiLi4v1KoS2DIS7du3SmosJAFOnTrU6wDqao/b+q6mpkVbAFSkUCimMAnWt7rpfy8bS6t6YcQ4hEVEjoRkImzZt6rIVwvpaRgVB0GpFdCRjK0vKZDL4+/ubbBnVDYRdu3a1yxhdgSsFQrEaq1AoEBISAgAoKCjQCnKVlZU4d+6c9DPSqVMnvTmsuhraMmqsQti8eXNER0cDqAuI4s+sucSqnz0qhNZuVWPvCiGZZ8WKFRg7dix8fHygUChQVFQEtVqNt99+2+L7SkpKwtKlS9GlSxeMGjUKCxcuhFKpxPLly9GvXz87jJ7siYGQiKiR0K0QumogNFUhFASh3vlR9iSGAGOB1VTl6datW5DJZJDL5bhy5YrdxugKjAVCZ+x9WVxcDG9vb/j6+moFQrEFbsuWLVi3bh169eoFhUKBwsJCpKWlYdasWZg6darR+7VFhbC6ulprcZW7d+/qBcIuXbpYdL9iuHOlVUbtXSEk8wwaNAiHDx9GeXk5CgsLERISYvXv0oULF2Lnzp0oLCzEiBEjkJqaCn9/f0ycOBGHDh2y7cDJ7hgIiYgagaqqKpSUlGgFQlddgc9YhVC88C4tLXVaIBQrXIaqQvW1tN6+fRsRERGIiYnB2bNn7TZGV2AsEN68edPhY9Fc4TI4OBgAUFhYKN2+fv16HDlyBB4ev8+iUavVGDx4sF0Doea8UzEs5eTkoE+fPoiIiICHh4dVC8uYs6egtRVCawKhWq1GeXm59D0QnysDoTZrqtTW8vPz01oB2BpyuVxaTTc2NlZ6E8NWK8eSY3EOIRFRIyDORbqf5xCKIcyZ8wjF9kNr5jjeuXMH0dHR6N27N44fP263MboCV2sZNRUI/fz8kJSUJH0sCAKSkpLqfdOhtLQUvr6+Vl8AG3o95+TkIDw8HF5eXoiMjLQqENqzQmjNnDzdnxnxdWHLhZVcaR8/a2zZsgVDhgzBpk2bkJSUhA0bNmDIkCHSAjOuKCIiQpp7ePDgQQB14b+2ttaZwyIrsUJIRNQIaK60CNyfcwjNWcnT3kwFwvq2xcjOzkZERAT69OmDDz74AAUFBVILo7tRqVR44IEHtI4FBgY6ZXVVzXZFMRBqLtayZcsWrFixAgkJCaipqYG3tzd69uxZ78V4WVmZ1dVBQH+rEkEQpEAIANHR0Q2qENp6DqG1LaOacziBugqSv7+/TV8LztjHz5asrVLbwqlTp9CtWzeLP2/Hjh16x7y8vLBv3z5bDIscjIGQiKgR0A2EYWFhKC8vb/BFrT3UVyF05l6EDakQZmVloVu3bmjbti2AujmF7hoIS0pK9L5GCoXCaYFQDCNyuRxyuVyrQhgREYHVq1dbfL8N/dnRbIEGgKKiIlRXV+sFwrt37yIqKsrs+zWnZdRYhdBUiLR22wmxNVTz9RAUFGTTarG4j5+/v7+0jx8Am+/jZy9ilXrIkCEAzK9SW+rDDz/U+lgQBKxbtw6zZ8/W2nrCGlOmTMG2bdvum685aeN3jYioETAUCIG6vQl1KznOZihMAK5fIawvEGZnZ6NZs2Zo2rQpALhshdYWDFV5FQoFiouLHb5KrGbLKFBXJdQMhLpqa2sxbtw4zJ8/H3FxcUbPKy0ttXqFUUD/DQ6xhfvq1av44YcfUF1djQsXLmD8+PFYsmQJHn30UbPu15xwJ248rlkh9PHxMfl9sVWFELB9tVjcx8/T09Ou+/jZi7VVakv961//QosWLTBp0iTpe+3h4WGwI8OYBQsW6B0TBAHJyck2Gyc5HgMhEVEjIAZCsSIlBsLc3FyXC4QqlcrlW0aNrTJqbKEMQRCkllExELrqHE5bMBYIa2pqUFZW1qAgZani4mLpaw7UBUJT+/tduHABu3fvxu7du01uDG+rllHx9ZyTkwMA+OGHH1BVVYXy8nLk5ORALpfjxIkTZgdCc1pGZTIZfHx8pHNLSkrq/Z7YukJoy0BoqMJrj3387MXaKrWlzp49i//+97/YuXMnJk2ahKeeegqfffYZnnnmGbPvY9u2bdi+fbve8Z9//tmWQyUH46IyRET3CbVabfXn5ufnIzAwUGoVc9UqVU1NDcrLy126ZTQgIEBrro/IVIWwsLAQVVVVaNasGQIDA+Hr69voAqHYxufo1SU1W0aBujdFTFUIjx07Jv1brKAZYus5hNnZ2QDqtga4ePEiBg4ciKqqKrRq1QqLFy82+37FvQ3rW0XS19dXen7GqvK659uqQmjrQOiOioqKpDfybEUmk2Hy5Mn44osvoFarMW7cOIv/Bjz33HOIjY1FVVUVFixYgEWLFiEzM1MKlWPGjLHpmMkxWCEkInJh6enpWLhwIQoLC+Hl5YXq6mqEhYVh2bJl6Ny5s9n3o7uAidhK5WqBUJxX5MoVQmMXzqYCoXix36xZM8hkMpde5bWhqqurUVlZabBCCNQFtMjISIeNR/d7Vl/LaFpamvTvu3fvomXLlgbPa2jLqO4cwszMTHh7e2Pp0qUoKSnB3LlzAfxeOTSXudth+Pr6SuHRWFVek1wuh1qt1to30RziGwCa92/rOYTuqGfPnrhy5YrJKrW1PDw8MG3aNEyZMgVZWVkWfe7SpUsBAG+++Sb27t0LHx8fJCQkoLq6GrW1tU79/UzWY4WQiMiFzZ49G+vXr0dycjIOHz6MY8eO4V//+pfFCwBobkoPQFqAwdUCoak5enK5HDKZzOkVQlOB0NjYxIuuiIgIAK69ymtDiV8DU4HQkXQrhPW1jN66dUta+Of27dtGzystLbXpojKZmZmIiIiATCZDUFAQ/va3vwEAZs6cadH9mhsINbcBMbdCCMDiKqFKpYK/v7/WYiOOWnFWN+wkJSVh2LBhmDt3Ln766Sd069YNgwcP1qoKu4orV64AqHtd2IuHh4dFCxYBdW+SAHWrxQYHB8Pf3x8rV65Ejx49MH78eAb9+xQrhERELqympkZqtROJc7EsoRsIAdfci9BUhVAmk9W7cIu9mQqEAQEBZlUIgbpA6Gpfe1sx9j10ViDUXVQmJCQEFy5cMHp+RkYG+vbti8uXL5vc9qGkpKRB8289PT0hl8ul10xmZqZW5VT8t+7Pf33MbRnVrNKZWyEE6hagsSQIa277ofnYN27cMPs+rPXMM8/gp59+kj5euHAhdu7cicLCQowYMQKpqanw9/fHxIkTcejQIbuPx1yae/kdOXIEf/zjH50yjh9++EHrY0EQkJiYiCVLlqBr1664ceOGVEGfPn06WrRogVmzZjlhpNRQDIRE5FJOnTqFN954A97e3pg/fz769+8PAJgxYwY+/fRTJ4/O8VasWIGxY8fCx8cHCoUCRUVFUKvVePvtty26H0OB0BWrVKYqhED9K3nam7Uto1lZWfDz85M+t2nTprhz547dxulM9QXCoqIih42lpqZGr/pVX8vo7du38dRTT0GhUJgMhKZeC+bSrCrrBkJ/f38oFAqLK0RlZWXw8fGpt61Tcx6fOc+lIRVCzUCu+9i20Lt3b71jgiDg8uXLWsfkcjliYmIQExOD2NhYREdHA4BFLbCOoFmZFitytlJZWYlz585JfxM6deokzS3XNX36dPTs2RN9+/aVWlcLCwtx4sQJrF27Vu/8IUOG4OLFizYdLzkGAyHRfUDc36cxiI+Px4YNG+Dl5YX58+cjJSUFc+fOxbVr15w9NKcYNGgQDh8+jPLychQWFiIkJMSqvany8/P1qhlhYWEuFwjFMGFNW6YjNGQOoTh/EKgLhKdPn7bXMJ3KmgphUlISli5dii5dumDUqFFYuHAhlEolli9fjn79+jV4LOa2jJaVlSE/Px/R0dGIiYmpt0JoyXL9hgQEBGgFwr59+wKo+3nNz89HeHi4xXO8zF3sRrdlVFx52Bjx946lgdBYhdCWrYUqlQrp6el6e+ANHz5c6+OIiAhpDuTBgwcB1C3WpVmRcwVXr16V/m3LltEtW7Zg3bp16NWrFxQKBQoLC5GWloZZs2Zh6tSpeudfv34d77//PtLT0zFnzhz069cPv/76q8FFjkaMGKFVjaX7CwMhkQvh/j51bYFt2rQBAOzcuROJiYmYOXNmg1bYdAd+fn71toCZYqxl1NQcKWcwta0DYLot0xFUKpXRBVECAgJQXl6O2tpavVVIxUAocsUwbivGqrw+Pj6Qy+UGK4T2auUztMJlSEgIiouLDX6fxKptdHQ0oqOjTf582KJCqPl6zszMRHl5OQYMGICwsDAoFArk5+dj8+bNePTRRzF06FCz7tPcQKhbIawv3IoVQku3njBUIbT1HMJly5ZBpVJpLZwFAAkJCVof79ixQ+9zvby8sG/fPpuNxRbE12H37t1tWiFcv349jhw5ovW6V6vVGDx4sMFAGBAQgEWLFkGlUmHNmjVYtWoVjh8/jkmTJmmdJwgC0tPTbTZOcjwGQiIXwv19gPDwcK15CYmJidi6dSu2bNni3IHd5wwFwpCQEJf7Iy5Wj3QvIEWu0DLarl07g7eJF+Hl5eV6q09mZWVJC8oAdRXCvLw8g6HkfmdqHmhgYKDBCq+9WvkM7YEXHBwMQRBQXFyM4OBgrfPFimBMTAyio6Nx5swZo/dtqwphSUkJ1Go1cnJycOTIEZw6dUoa75/+9CdkZGRg8eLFZgfC8vJyswOhWH2y56IyxiqEKpUKgiBIVfOGmDBhgsHjcXFxZn2+bmXR2e7evYvg4GC0bt3apoHQz88PSUlJGDJkCIC6IJeUlFRv10lQUBASEhJQXFyMDh064O2339b6vSUIAqZNmwbANm+UkOO5118hovucuL9PXFyc1n+WbBp7v9u1a5feMu9Tp061akNkqlNTU4PCwkK9QFjfXCpnyMvLg1wuN1oN1Wyxc4b6WkYBw9ti6FYImzZtipqaGpOrXd6vxEBoaEsGY4FebOUDYNNWPkNvMIgh0NDXXgyEzZs3R3R0tNGW0draWrNCVH3ESnFubi4EQdDbn7Jp06bIzs626E2DsrIys7oJNKt0li4qYwljcwhramr4e92Iu3fvonnz5oiKirJ5y+g333yDAQMGoG/fvhg0aBC+//57bN261azPVygUSEhIQFBQEJKSkjB27FhMmDABO3bswMsvvwwAGD9+vM3GS47jWm+JEDVy4v4+uuLj4x08EnIV+/btQ0JCAjw9PREfH4+nn34aQN3mv7t37zbrPoqKiiAIgl4gVCqVDl3gwxz5+fnSHomGuEKF0NQqo0DdNgJNmzbVui0rK0svEAJAbm6uyed7PyoqKoKnp6fBQGgs0Nurlc9Qy6gYCA29GXL79m00adIEfn5+iI6ORlZWFqqrq+Ht7a11nvgabGiFMDw8HNeuXZMu+hMTEzFv3jxkZWVBEATcuXMHubm5+Oabb8y+T0taRjVXGXV0hRCoe/OgIa3w7uru3buIiopCZGSkTSuEERERWL16dYPuQ9zyaN26dUhLS4O3tzfef/997Ny5E4899phd9k0k+2OFkIjIhYmb/+7fvx/Hjx/HnDlzLN78Nz8/HwAMVgjFuVSuIi8vT2+cmlw5EBqrEAqCgJycHK2WUXEBD3ecR1hUVASFQmGwFdDS719DW/kMtYyK88wMBcKMjAypXTU6OhqCIBi8IK9vrqu5mjVrhpycHCkQ9u/fH1999RWOHTuGlJQULFq0CDU1NejQoYPZ92npHMKamhqUlZU5tEIoPpYj9iI0x4gRI5w9BC137txBVFQUoqKiUFhYKG0l4ko8PDykN0ri4+Px4osvYvTo0W75O60xYIWQiFySuMpeaGioyYDg7sTNfwFg5cqV2Lhxo8Wb/xoLhEqlEoIgQKVSWbzXmb3UVyEMCAiQ9vRztPraBI0FwoKCAlRXVxutELqboqIio68nR7f8Glrgpr6WUTEQit+v3NxctGjRQuu8+lbDNVd4eLgUCGUymdZrBKh7najVahQXF5v9M2rpKqPi74f6KtWmWqJNMVUhdHQg1F0MBXDNBVGys7PxyCOPSJvGZ2Zm4sEHH3T4OEx1qIwZM0Zrvv+wYcMQGRmJefPmOXyc1HAMhETkUg4cOIDFixdLq+wVFhaioKAAS5YsMXtRBXdii81/TVUIgbpKiasEwry8PJdtGRWDjLEQIFY9dLdVELcN0KwQhoSEwMPDwy3fTTcVCB39/cvPz0dgYKBWy6c4NkMVwqysLHTp0gWA6dBuqwpheHg4ioqKcPHiRURFRelVRDUryeb+jJaXl5t1blBQECoqKqTqpG6bsy6xBdjS7SKMzSEUb3Ok1NRUHDx40OiCKK5CfGNMXNH47t27TgmEYoeKj48PEhIScPToUaxZswalpaV47bXXAPy+x6pSqUTHjh2xZ88eh4+TGo6BkOg+0Jj291m8eDH27NmjddFdXFyM0aNHN8pAaIvNf01VCAHHbhRen/z8fL1qjCZn7kNobDsFkfj11a08iRVNzeqPp6cnQkND3TIQmnqDQVxV01wN/d137949vf31vLy8EBQUZDAQar4hYSoQ2rJCCAB79uxBt27dAGhvHJ6Xlyc9j9atW5t1n2VlZUa3RtEkviEkbt5eXyD08/ODTCaz6OdPrVajvLzc5BxCR5o/fz6CgoL0XhPigiiuQFwErEmTJloVQmcw1KHSuXNnXLt2DePHj0fv3r3x9ddfIyAgAFOmTMHMmTOdMk5qOAZCIhdyv7Sz2JOHhwdyc3O1LiByc3Pdbml+R8rPz4ePj4/e4g2mFtdwlvoqhM7ch7C+QCiGIN1AmJOTA+D3i3+Ru+5FWF+F0FDLr71+9xkKhIDxzek1X3++vr4ICgoyGAjFnxlj26OY64EHHgAAnDt3Dk8++aTexuHifnSff/45+vTpY9Z9mtsyKr4ez58/D6D+QCiTySxu+TW0qA/gvDmE4oIoup566imHjsMU8XUZGhoKpVIJPz8/my4sYwnNDpXk5GQ888wzePvtt/HAAw9g+/btaN++Pa5duwZvb28MGjSIgfA+xkBI5ELul3YWe/r444+1VtmTyWSIjIzExx9/7Oyh3bfEi2LdRT5Mtc45iysvKlNfIPT09IRSqdQLGvn5+fD09NT7PHcOhLpbx4iMBXp7/e4zFQh1X/dqtRpFRUVab0iEhYUZDITGqu6Weuihh6R/x8XF4Y033tDaOLy6uhobNmzAt99+i/fee8+s+ywtLTW4wqsusWKdnp6uVQkyRZx3aC5Di/qI9wPYJhCeOnUKb7zxBry9vTF//nz0798fADBjxgx8+umnDb5/R9Oc0ymTyZz6e0LsUDl58iQGDBiA9evXo1mzZjh06BAA4Omnn4aPjw8A19vLkSzD7x6RC7kf2lnsLTY2Fl999ZWzh+FSNFvIQkND0alTJ+mPsDlyc3MNvvvvai2j1dXVKC4urrdC6Koto0BdQBAv6EQFBQUICQnRC+TuHAhNVQgNff/s9bvv3r17BluQDQVCQ4urNG3a1GggDAwMtOjn0BCZTIa///3vOHPmDAYPHqy3cbiXlxeCg4MtWgm4uLjYrMqlGAjPnj2LsLAws7owbFUh9PLygp+fn00CYXx8PDZs2AAvLy/Mnz8fKSkpmDt3Lq5du9bg+3YGsU1YfLMhJCTE6W/apaWlAQCOHz+O0aNHo6amBp6ennj33XcBAFVVVejYsaMzh0gNxB4sIhcye/Zsg+9mu1I7CznWli1bMGTIEGzatAlJSUnYsGEDhgwZYvZGwkBdIDT0upLL5fD19bX4YmPKlCkWnW8uzVYpY/z9/VFRUeGUrTLMCYQhISF6FUIxEOoyVn2631mzqIy9fvcZqxAa+j6JF+LmBkJbrX78xhtvYOfOnZDJZAY3Dvf29sbAgQPNvj9zVyQNDAyEv78/Lly4YPBrZOxzLAmExiqE4jFbzCGUyWRo06YNWrZsiZ07d6K4uBgzZ86EWq02+z5cZfsLQP+NCWPtzY6UmpoKAPjxxx8xY8YMeHp6at3u4+ODDz74wBlDIxthhdAKiYmJWLJkidaxZs2aSSvJCYKAJUuW4OOPP0ZBQQH69OmDf/3rX1rvnlRWVuLVV1/Ff//7X5SXl2Po0KH48MMPpeWuiYgAYP369VotZEBda9vgwYMxdepUs+7j3r17esvZi4KDg41WCBcsWKB3TBAEJCcnm/W4ljJn+XtxblR5eblZbXG2JF6UmWqtszQQumuF0NjXyNFzQE21jF69elXrmLFAaGgBJ1sGQk2GNg4fO3as2YFArVajrKzM7LmNzZo1w/Xr19G+fXuzzrd0USBTb6IEBgbaJIiFh4drrcScmJiIrVu3YsuWLQB+3+QdADZv3ox//vOf8Pb2xqRJk/C3v/0NADB+/HgcPHiwwWOxBfH3oPg7wxUqhMePH8fw4cNx5MgRbNy4EVOnTtVaNZnuf6wQWqljx47IzMyU/tOc+P7OO+9g5cqV+OCDD5CamoqIiAgMHz5c6xffK6+8gq+++go7duzAkSNHUFJSgrFjx6KmpsYZT4fIpVRWViItLQ379+9HWloaqqqqnD0kpxFbyESCICApKUnaJNocxlpGgbq2UWMXG9u2bZP2mxL/Gzt2bL37lVlLt1XKEDEEOqNtND8/HwEBAfD19TV6TmhoqNmBsGnTpm4XCA3Nw9PkyFVia2trkZeX5/IVwvpERUWZvaiIsRZNY8Q3inr27GnW+ZZWCHXDjaagoCCbBMJdu3ZJYfCHH37ADz/8gNDQUHz55ZfYvXs3xo8fjx9++AEAsG7dOqSlpSEtLQ3+/v548sknUVZWBkEQGjwOW8nNzUVAQID0O97Qa7WhLKmelpWV4ezZs3jiiSfQuXNnnD17Fs888wwAICkpCcOGDcPcuXPx008/oVu3bhg8eDCOHTtm0/GS/bFCaCUvLy+D744IgoDVq1fj9ddfx8SJEwEAmzZtQrNmzbB9+3a88MILKCoqwqeffootW7Zg2LBhAICtW7ciJiYG+/fvx8iRIx36XMi1NHS+2P1Od5W9wsJCpKWlYdasWWZXxNzJli1bsGLFCiQkJKCmpgbFxcXo0aOHxS2jxgKhqQrhc889h9jYWL3VMcWLAVuzpELojIVlzAkBISEhenOXCgoKDFZow8LCoFKpUFlZaTJk3k/q+x4GBARILb/mzFnLysqyuhJRWFiI2tpag4EwNDRUCoCaj+Xp6al1vqlAaK83RnQ1b94c33//vVnnii2a5gbCJ554AikpKejevbtZ51taIczLy4O3t7fB/RptFQg1TZ8+HT179kTfvn2lkFdYWIgTJ07g0UcfhYeHh7QnZXx8PB566CGMHj1ab96vM2VnZ2u95m3VMpqeno6FCxeisLAQXl5eqK6uRlhYGJYtW4bOnTsb/JzevXujpKQENTU1WLt2LbKzs3H27Fnpa7hw4ULs3LkThYWFGDFiBFJTU+Hv74+JEydKC8/Q/YGB0EqXL19GVFQUfH190adPHyxbtgwPPvggrl+/jqysLIwYMUI619fXF3FxcUhOTsYLL7yAkydPorq6WuucqKgodOrUCcnJySYDYWVlJSorK6WPdTdApvsbw5BtWiTdiWYLWUVFBfz8/HDp0iWpHao+tbW1RtvmANMVwqVLlxo8Hh8fb9ZjW8qcCuH9EAgNVQg7dOigd674PcnLy5Na2u539X0PNTckN2ee2zPPPGP1PoRi9dXQa79JkybIy8uTVjIGgIyMDERFRWnNj2ratCmKi4tRVVWl9cZcfn6+wzYKj4qKQnZ2NtRqdb0rOVoaCOfOnYuHHnoIw4cPN+v8gIAAi6ra4jYeugsqAbabQ6jp+vXreP/995Geno45c+agX79++PXXX7F48WIAwJgxY7TaS4cNG4bIyEjMmzfPpuNoCN03QWzVMjp79mxs374dMTEx0rFbt25hypQp+OWXXwx+jkqlwoIFC/Dcc88hNTUVH3zwAZYsWYJevXoBqJuHHhMTg5iYGMTGxiI6OhpTpkzRm2NIro+B0Ap9+vTB5s2b0a5dO2RnZ+Mf//gH+vfvj3PnzknzCHXfDW7WrBlu3rwJoO6H3cfHR6+FQnMeojHLly/Xm79I7oNhCHqr7FnTIumu9u7dC6Au5JlbObl37x5qamqMnmtotUVnycvLq3flRrFl1NEbWgMNC4TG5hACdd8jdwuExqpnms9ZMxD27t1b71xBEKRN061RXyBUq9VQqVRSeMrIyNCbxy9W1nW/R45uGa2trUVOTk69rxNLA6GHhwceffRRs8diacuoqX1FAwMDbd4KGRAQgEWLFkGlUmHNmjVYtWqV1u+31157Te9zOnbsiD179th0HA2h+7vdVhXCmpoavTdhFAqFyalKy5Ytw6lTpxAaGgo/Pz907NgRpaWlmDlzJhYsWIDs7Gy8+uqr8PDwQM+ePTF//nwcPXoUrVq1avB4ybEYCK0wevRo6d+dO3dGv3790Lp1a2zatAl9+/YFAL13wzTfhTTGnHMWLVqEuXPnSh8XFxdrvdtD9zeGIf0WSW9vb/Ts2dOiFklXY4t9sgRBwNtvv42WLVvixo0b2Ldvn1l7tIkbWxtbsEqpVOLGjRvmPRE7q29TeuD3BV2cEWLNCQGhoaFSq6KHhwcEQUBOTo7BUKIZjtyFJYGwdevW0nGVSoX09HS9Cpi5lStD6guEQN331JxAmJub69RACGgvjmKMGAjNqb5aw5qWUWOvhaCgINy6davBY9q3bx8SEhLg6emJ+Ph4PP300wgKCsKxY8fw3//+1+CiQK4sKysLbdu2lT4OCQlBRUUFKioqGnQtsGLFCowdOxY+Pj5QKBQoKiqCWq3G22+/bfRzJkyYgAMHDqB58+YAft83MygoCNu2bcP27dv1Pufnn3/Gvn37rB4nOQcDoQ0EBASgc+fOuHz5Mh5//HEAdT/QkZGR0jk5OTlS1TAiIgJVVVV67xrn5ORIF4rG+Pr6us1cE9LnjmHIUoZW2bvf2WKfrG3btuHYsWPYt28f5s+fj/3795sVCDMyMgAYD4Sm5hA6mqm5jiLxd6YzlmHPz883uKedppCQEAiCgKKiIoSEhODevXsoLy83+HliUHGnrSfq27Dd2HNetmwZVCqVXiU1ISHB6rGIgdBQIBGP5eXlSe2Dt2/f1ptLpRkIReLCOY4OhHfu3Kl38RdLK4SWUiqVFk1VqS8Q2mIO4Ztvvom9e/fCx8cHCQkJOHr0KNasWSOttmqo+uzKdCuEmq3lYjCzxqBBg3D48GGUl5ejsLAQISEhZgXMO3fuSI/7wAMPwN/fH+fPnzc5x5yb1N9/uMqoDVRWVuLChQuIjIxEq1atEBERofXuSFVVFZKSkqSw16NHD3h7e2udk5mZibNnz9YbCMm9iWHo6NGjSElJwS+//IJVq1Zxeef7nC32yfr2228xYMAADBs2DH369MGZM2fM+ryMjAx4eXnp/dEWmZpDuG/fPvTp0wf9+/fHjh07pONjxowxe9yWMCcQBgYGwsPDw2mB0FDrpybdwCpWXw0FwqCgIHh7e7tdhVChUEiLTugyVhWdMGGCwa9tXFyc1WPJzc1FSEiIwYtTzUAI1FXg66sQisSfF0cFwqZNm8LLy8uslUaLioogk8nstiWLpe2L9QVCW7R+e3p6Ijg4GP7+/li5ciV69OiB8ePHO6WtvKFqampw7949rd/X4mswJyfHJo/h5+eHyMhIs6uNmoHQw8MDnTt3xq+//oqlS5ca/LtirznmZF8MhFZ49dVXkZSUhOvXr+PXX3/Fk08+ieLiYjz77LOQyWR45ZVXsGzZMnz11Vc4e/Yspk+fDn9/f0yePBlA3QXYjBkzMG/ePBw4cACnTp3C1KlT0blzZ2nVUSIAQF4ekJgIuFEFoTES98kSJSYmIi4uTtrs1xy//fYbOnXqBABo06YNLl++bNZS6Xfu3EFkZKTRSf7iBZ6h+xLfed+/fz+OHz+OOXPmoLa21m4LupgTCD08PJwy71EQBGRnZ9c7PjEkiJUyce64WIXSJJPJ3G7rCVMLGAGQ2tXqe86rVq1Cv379GnRRb2osuoGwqKgIpaWleoFQXP5fMxCas/iRLXl4eCAyMtKsQCi+aVHf9BNrBQcHo7KyEhUVFWadX98cQltUCLt27ar1+3X69OmYO3euS202b66ioiK9lXHF0GWrQGgpzUAIAI899hh+/PFHs18DdH9gILRCRkYG/vSnP6F9+/aYOHEifHx8kJKSIr0DvGDBArzyyiuYPXs2evbsiTt37uCnn37S2ph11apVePzxxzFp0iQMGDAA/v7++O6777gyE2mbORNYsgTYtcvZI6EG0NwnSzR16lSz/6DW1tbit99+kzaPbtOmDUpLS5GdnV3v5xqqemgKDQ1FdXW1wZDn6HfezQmEgH325aqPGBjqm7OtWyG8efMmAgICTLZQulMgNGexI2NbOYju3buHuXPnIiUlBR988IHVYzEVCMWgJ/4Mia3Vut9fmUyGsLAwrfHW1xZrD+buRWhs30VbsbRl25yW0YbuAbh27Vq9369DhgzRmjuouaq7KzP02rJ1hdASarUaWVlZWoFw5MiRKCkpwZkzZ/D555+jW7dumDp1KjZt2oT27dujV69e+Pbbbx0+VmoYNvlaQbN1yhCZTIbExEQkJiYaPUcul2Pt2rVYu3atjUdHbiMvDxD3nrpyxbljIae6c+cOysvL0a5dOwCQFhy4fPlyvRff5gRC4PdN1zWJ77yLF1vTp09HixYtMGvWLGufikn37t1z2UBY3+I8It0L5osXL6Jt27ZGKzaNMRDW95xTUlIAAO3bt8eRI0esHoupQCiTyRAdHS19X03NtdUNsK4cCO/du2fX/RE1F3XSXCfBkOrqahQXF5sMhGq1GpWVlTZbOG3SpEl6xwRBQHp6uk3u35YMLRJkqPrs5+eHoKAgu801HjFihNGtXbKzs1FbW6sVCMXFoG7evIn33nsPR48ehUqlQteuXfHZZ5+hT58+GDZsGMaNG2eX8ZJ9MBASuaqkJKC6GujcGWjA0uv3I3P223KmKVOmYNu2bQ57PLHtUNz3rE2bNvDy8sLZs2fxyCOPmPzcO3fuoEuXLkZv1wwwutURQ29Y6b7zbivV1dUoKCgwKxDaahl2S9S3OI9IoVDAy8tLung7c+aMya+/OwbCAQMGmDynvgrhsWPH0KxZMzz55JP497//bdYK3Ibcu3cPsbGxRm+Pjo6Wvq8ZGRnw8PAwGGaNBcL65pPaUlRUlNG94jSZs1JvQ1iyyq/4dTIVCIG6hXBsFQhTU1Nx8OBBra2bBEEwawEue/rhhx+0PhYEAYmJiViyZInWth/G3mxo2rRpgyuE1oRl8Q0TzUAYHBwMhUKB7du3o6CgABs3bgRQV12fPXs2Zs+e7dJ/v8kwfseIXNXx40B0NDB4MLB/v7NHY3fp6elYuHAhCgsL4eXlherqaoSFhWHZsmV6K/85yoIFC/SOCYKA5ORkh45DvGgV/yj7+vqiY8eOOHnypMnPEwQBt2/fNrkyne6cN2cR3xk3t0Lo6PFmZGRAJpPVWxURK08ZGRmora3F2bNnDV6IicLCwnDp0iVbD9dpzK0QmnrOp06dQs+ePdGzZ0+89dZbuHv3rlWrK9Y3nzE6Olqae3br1i1EREQYXAynadOmuH37ttb9+vv7w8/Pz+IxWSsqKkq6ODclLy9Pa8sCW7OkZbS+LUg0F+wxtuiVpebPn4+goCCEhYVBpVJJofPll1+2yf1ba/r06ejZsyf69u0rtcgWFhbixIkTZgXC8PDwBgdCa8KyoUAok8nQsmVLJCUlQaFQQC6Xw9PTEy+99BLee+89yOVyu74pQfbBOYRErurXX4HevYFWrYAbN4AGzrNwdbNnz8b69euRnJyMw4cP49ixY/jXv/6F2bNnO21M27Ztw5gxY7T+Gzt2rM3+2Jk7ryUjIwNBQUFaS8n36NGj3kBYXFxscKEMTeKFhzNW7dQkVmDMCYShoaFOCYTNmjWDj49PvefGxMTg9u3buHbtGsrKyhpNhbCmpga5ubkNnkN47tw5dOrUSdpi4cSJE1aNx5xAKL7Z8ttvv0kt2fWN9/bt2w7f/7d58+bIy8tDZWWlyfNcqUJYXyAUt+IyZy60KZs3b0bnzp3RvXt3FBcXS9/z8ePHS+c89dRTDXqMhrp+/ToeeeQRXLx4ESNGjMCbb76Jtm3bYvHixVrn5efnQy6Xw9/fX+u4LQKhGJZbtGgh/deyZUuTYfnOnTvw8fHR+zlq2bIl+vbti2XLluG7776Dj48Ppk2bhujoaDz33HPYZaN1DzIzM21yP1Q/VgiJXFFNDXDiBPDGG0BkJFBeDqhUgJ32lnIFNTU1epspKxQK1NTUOGlEMLnPkiUaOq/lzp07eqGuY8eO2LFjh8l2OnPmvYkXeMYCVmVlJc6dOydtxN2pUyezQpGlLAmEzghRGRkZZlepYmJicOvWLWlrEHMCobVtka4kNzcXtbW10oW+Maa+f8XFxbh16xY6deqE5s2bo1mzZjhx4oTWxb05qqurUVhYaDIQPvDAA7hz5w6qqqpw6dIlo/vVNW/eHLdu3ZK+Rzdv3sQDDzxg0XgaSpxrlpmZaXDFWlF9Ibih/P394eXlZdYbSPW1jNoqEK5btw5paWnw9vbG+++/jyeffBKbN29u8GI1thQQEIBFixZBpVJhzZo1WLVqlcFQLf6e1RUeHo7//e9/DRqDsTdXTYXl8+fPo02bNnq/m1q2bIn9+/dj8uTJePrpp7Ft2zaMGzeuQb+XDbXVvvHGG1bfH1mGgZDIFV24AJSU1FUIxV/EmZluHQhXrFiBsWPHSsvSFxUVQa1W4+2333bamJYuXWrwuKX7LDV0XouhhWFatmyJsrIykwux6LaaGuLp6QmlUmkwEG7ZsgXr1q1Dr169oFAoUFhYiLS0NMyaNQtTp041a+zmsiQQOmOrBkOh3JiYmBgkJyfjzJkzCA8PNxmQmjZtisrKSpSWliIwMFDrtqSkJCxduhRdunTBqFGjsHDhQiiVSixfvhz9+vVr0POxB3Gua31hqWnTpigsLER1dbVei6Z40dupUyfIZDKzKuGGiK9nU+GoW7duqK6uxpkzZ/Dbb78ZfU23b98epaWlUuvqrVu30LVrV4vH1BBiILx7967RQFhTU4OCggK7VgjFrVLMWeCkvu05AgMD4efn1+BA6OHhIb2O4uPj8dBDD2H06NFOb4M3JCgoCAkJCSguLjY4FzsvL89oIHTGKqNpaWno0aOH3vGWLVvixo0bEAQBHh4emDZtGqZMmYKsrCyrH8tQW21RUZHV90eWYSAkckXHjwMeHkDPnoA4byQrC/i/bQfc0aBBg3D48GGUl5ejsLAQISEhNltowNk057VoMndey7Vr19CtWzetY+JF4Y0bN+oNhLor2elq0qSJwYC1fv16HDlyRCvIqtVqDB482C6B0MfHR2t7HmPCwsJQXl6O0tJSu23ArSsjIwODBg0y69y2bdvi1q1b+M9//mOyOghob9SuGwgXLlyInTt3orCwECNGjEBqair8/f0xceJEHDp0yKrnYU9iIBS3YDJGfM55eXl67aU///wzgoODpXnDPXv2xLp16yyuoIqtZqbCeNeuXeHl5YUtW7agrKwMHTt2NHieuN3LpUuX0Lx5c9y8edPhKyhqBkJj8vLyzKrQ2mIs5q54qlQqjS4wIpPJ0KxZswYHwjFjxmithjxs2DBERkZi3rx50jnmzG11JIVCYbAinZGRYfD3tbkh3JbUajX+97//4emnn9a7zdAbkh4eHtLYrfl6X79+He+//z7S09MxZ84c9OvXD0ePHsW1a9ca/mSoXpxDSOSKfv0VeOghIDCwrmUUqKsQNgJ+fn6IjIx0mzAI1LXqGKpUmDOvpaamBufPn5c2pReJFz/iRbghd+7cMWve2wMPPKC1sbPIz88PSUlJ0seCICApKcku3xtxD0JzLvo1F6NwlPq279A0depUtGvXDrdv38bAgQNNnqsZCHXJ5XLExMSgc+fOiI2NRXR0NEJDQ112v9obN24gKChIakM2xtT3LykpCXFxcdJz7NmzJ3Jzc7UWdTGHeBEprsxriFwuR/fu3fH+++9DLpcbDfytWrWCl5cXLl68iNLSUuTm5pps27SH4OBgyOVyk0FMrM7YOxA2b97crEBozs+MLQLha6+9pvf96NixI/bs2SN9bGmbv7MYm58aHh6OsrIylJaWNuj+Ndtos7KyTFbgMjMzUVFRIb0hoknzDUlDrPl6i22169evx4EDBzBp0iRWCB2IFUIiV3T8ONCnT92/g4IAf/9GEwhJ2/Xr11FRUaFXvQgJCUFQUJDRP8iA+fPeWrVqhXPnzukd37JlC1asWIGEhATU1NTA29sbPXv2xNatWy1+HvUxd1N64PdAce/ePYdcmJeWlqKgoMDsQOjr64vHH38cK1asqHcLBlOBMCIiAjU1NfD09MTBgwcB1L1rX1tba+EzcIybN2+iRYsW9YZ68Xt29epVvRWEz507p7XPZffu3QEAp0+ftmje3tWrVxEYGFjvfLohQ4bg+PHjGDlypN5CHiJvb2+0bt0aly5dklZHNXSRbE8ymazelUbFYOWICqG4V6Qpt27dqnfxHVsEQk1S1U2trpuL7+sLQRBw+T7Zuun27dsYO3as3nFxHntOTg5atWpl1X2vWbMGn3zyCVq3bo3evXvj66+/RkBAAKZMmYKZM2fqnW9ohVGR+DP89NNPw8/PT9oqSlx5tyFfb8222pMnT+IPf/iD1fdF5mOFkMjVlJYC6el18weBujmEERF1LaPkEsxdHdQWxIVJdCuE4tLf9QVCc0JMq1atcP36db3jERERWL16NY4ePYqUlBR8/vnn+Oc//2mX1qvMzEyzl54XL/IdVSE0d1N6Ta+//jreffddDB482OR54nwvQ89lx44detVALy8v7Nu3z+xxONK1a9fMulht1qwZlEql3hyqoqIiZGdna632GRUVhaCgIIv3vrx27Rpat25dbzidPHkyfH198fe//93kee3bt3dqIATqLszFNnBDHBkIzakQ3r59u94Qb+tAqFKpkJycjF/z83H8zBkUFxQgKSkJvXr1stljWGPfvn3o06cP+vfvjx07dkjHx4wZI/27srIS2dnZRiuEQMMW4Nm+fTvS09Oxfft2rFu3DkePHsXPP/+MzZs3GzzfVCAMCQlBYGAgbt26hSFDhuCPf/wjhgwZAh8fH/z1r3+1yddboVAYnL9I9sEKIZGrSU2te2ezf//fj0VGNtoK4YgRI/DTTz855bEbujqoJmtX6/z111/RvHlzg/vf1RcIz58/j4kTJ9b7GK1atUJubi5KSkr05rGJsrOzERUVhT59+iA5OVlrXqEtpKenmz0vS6wQOmqRBWsCYWBgoNYcJmP8/PwQEBBg0SI5rrrp8/nz5/GnP/2p3vNkMhk6dOiACxcuaB03FLbEcy0NhFeuXDHZLirq0qULKioq6j2vffv22LlzJy5evIiIiAi9FZEdoW3btjh9+rTR27OzsxEYGGi00mkrUVFRyMnJMbgokKZbt25hwoQJJu/L1oFw2bJlUJ09i5D/a6WPvnIF//nPf5CQkGCzx7DGm2++ib1798LHxwcJCQk4evQo1qxZg7KyMukc8feMoUAohjJz9qI0xs/PDzKZDAEBAXj66afh4+MDQRCQnZ1tsEPjzp078PX1NbookIeHB/r27Yu///3v0v6UarUacXFx+Mc//mH1OMk5XPOvClFjlpxct5roQw/9fiwiwu0DoS3Dl600dHVQUUNW6zx27JjRFSVbtmwptRLqysrKwo0bN9C3b996xye+i5+RkYEOHTro3V5SUiLNd/z111+xa9cuk5utW6qoqAhXr141e+VGcePjhlwcWcKc1VobwhmrptqaSqXCrVu38JDm7y0TYmNjcf78ea1jYtuy7sbq1gTCCxcu4Nlnn7Xoc0zp0KEDbt68ic8//9xp1abOnTtj+/btUhuxruzsbJtt8G6K5sIhxlpCy8vLce/ePbNaRnNycmy27cqECRNwY+VKhAColckwJzYWr7z3ntNbRj09PaW5tStXrsTGjRsxfvx4lJSUSOeI82QNfc1CQ0Mhl8tNVojrM3r0aOm18+677wKo22v38uXLWLlyJZYvX651/t27dxEVFWX0+xIYGIicnBwpDIpzzK9evYpZs2bhyJEjVm2Bkp+fL71x6qpvfrkjfqWJXE1yMtC3b90qo6LISOD/3j13V7YKX7bU0NVBRdau1llbW4uTJ08iMTHR4O2aS3/r/tEWV6E0Z3sCMejcvXvXYCB8/fXXkZqaih9//BEffvgh5syZg+HDh0sXAg2VlpYGAHorqZqiuam4vWVkZKBJkybS/BhbCwsLc/gKgrYmVvuMrdSpq0OHDvjiiy+0XrsHDx5Et27d9Faa7dChA77//nuzQ0NRURHu3Lljdjg1x9ChQyEIAi5evKh34ewonTt3RkVFBS5fvmzw5/TSpUto3bq13ceh+fvCWOATw405LaNVVVXSytK2cPfAASgAKMeOxR+ysnDj/Hl8/vnnmDx5sk3u3xpdu3bVWgl1+vTpaNGihdZ8WVOBUCaTITo6ukFvgi1cuFDv2H/+8x8AwKlTp/Ruu3nzpsmuiBkzZmD58uUYMGCANMc8JiYG2dnZyM7OxkcffWRRZfbAgQNYvHgxwsLCpDdO7/c3yu4nnENI5EoEATh2TLtdFGgUFUIxfLVo0UL6r2XLlhaHL1tqyOqgmqxdrfPatWsoKyvDww8/bPD2Vq1aobS01GDr5Nq1azFw4ECz2hzFdlRjFxs//PADZsyYgVGjRuGjjz5CQUGB0Xkn1vjpp5/QtGlTs8MEUHfRZOnKk9ayZFN6azzwwAMG53Aa48g5rOYSq32GgoohsbGxUKlU0vYQgiDgwIEDGDZsmN65HTp0QEFBgdmhWQyntgyELVq0wMCBA9GzZ0+Hbzkh6tGjB7y9vbF//36Dt586dcqiN1WsZc4WGKbCjSZbbU6vSZ2ejgyFAp79+yPowgWMGDoU//73v212/9ZYu3at3gJYQ4YM0ap83759GyEhIUa30rH1m2DFxcU4cuQIHnzwQRw6dEj6WRSdOXNGb9EnTb169YJarcZnn32GlJQU/PLLL1CpVOjQoQMmT56M7du3WzSexYsXY8+ePfjmm2+wZcsWfPfdd9i5c6dVz40sx0BI5ErOnQPy8/UDYWQkkJcHVFU5Z1wOYKvw5Yq2bNmCb775BgMGDEDfvn0xaNAgfP/99/Wu1im2yxr7oyxefOvOxSooKEBycjL+8pe/mDU+f39/BAcHG7zAKyoqwpUrV9CzZ08AdReDY8aMwa5du8y6b3Ps378fI0aMsGheoiMrhOfOnUObNm3sdv/t27fHb7/9pnd80qRJev/98Y9/dGobtTHnz59Hy5Ytzd4XUve1m5mZiczMTIMVbfFcc9tGT58+DU9PT7PDqbkOHDiA48eP23z+rLmCg4MxbNgwfP7553q35eXl4fbt2w4JhE2aNIG3t7fJatWtW7cA1D/vVlygSjeMWEsQBCgzM1H54IN1nTYlJZjctStSUlJQXV1tk8ewF2NbToiaN29u0zfB5s+fDy8vL3zzzTfw8/PDqlWrpNvKyspw8eJFk68n8edLnPt7584d/PDDD5g7dy7GjRuHCxcuWBT0PTw89N70YYXQcdgySuRKdu+u22LikUe0j4vViYwMwIyFEsi1iKt1AkBFRQWysrLM2i7hf//7H5o0aWJ0Vc82bdrAy8sLFy5c0FrN8vjx4wCA/rpvLJhgbOVAsbIpLv8v/nvt2rVm37cpgiDg0qVLFs9JjImJcci7x2q1GqmpqViyZIndHqNdu3a4desWysrKtBYEccU2amPOnz9vUYX3wQcfhLe3Ny5evIihQ4dKLWuGLkBbt24NT09PXLx40ehegZpOnDiBzp0727zF15xFoOxt0qRJeO6555CZmam10JS42Iy583AbQtwCo74KYXh4eL1dEGJL6fXr1zFkyJAGj+3ypUtoq1bjVq9eQM+egIcHBvr4oLy8HGlpaegjbufkgurbpqNt27bYs2ePTeZbCoKAL774AnPnzkWnTp0wffp0bNy4Ef/4xz/g4+OD06dPo7a21uTrqVWrVvD29saFCxcwdOhQfPnll/Dy8sIf//hHaW7k0aNHzVrYDAA+/vhjzJs3D1lZWdJztGYOIlmHFUIiV/L998Dw4YDuH1GxOnH1quPHRHqyGrAFyP/7f/8PrVq1Qnx8fL3nJicno2/fvkb/+Ht7e6NNmzZ6ewimpKQgNDTUoqpW8+bNDW5yv2DBAgwaNEjrYr9t27bIzc1FYWGh2fdvTH5+PlQqlcX7CUZHRyMvLw/l5eUNHoMpZ86cQVlZmVlzMa0lrqqpWyV0xTZqY86fP29Ri6aXlxfatm0rVQhPnDgBpVKJFi1a6J3r6+uLBx98UK8SbkxqaqpU0XY348ePh5eXF7744gut46dPn4a/v7/egjz20qJFC5MLtVy7dq3edlGgboGo5s2b49q1azYZ16lvvoE/gJhRo4DAQKBrV7S6ehVBQUFO366lsrISaWlp2L9/P9LS0lCl0/Fz7tw5k9uZPPzww8jLy7NJNfXGjRvIy8uTfq89/fTTyM3NleZz7927FyEhISYDoZeXF7p06YJjx44BqHvzsE+fPggODkZ0dDRiYmLw66+/mj2m2NhYfPXVVzh27BhSUlJw7NgxbNu2zfonSRZhICRyFXl5dQvKGNiUFi1aAF5ewJUrjh+XkzUkfNnLM888Y9Xnffvtt/joo4/g5eWFtWvXmrwIqqmpwbFjxzBw4ECT9xkXF4evv/4aNTU10rGUlBT06dPHoneR+/Xrh0OHDmm1Vd26dQuXLl3CK6+8onVf4kWnLVbuE+fOWbrZsnixae+20WPHjsHb21urQmprnTp1gkwm01vY4X5poy4tLcX169ctnrMXGxuLixcvoqamBps2bcLYsWONvmbFc+tTVlaGc+fOuW0gDAkJMdg2eurUKXTp0sXg6qP2MHDgQCQlJaG2tlbvttraWuzduxdxcXFm3Vfr1q1x1UZvdmb8X+gLEPeve/xxePz4I0YNGYIff/zRJo9hjS1btmDIkCHYtGkTkpKSsGHDBgwZMkSaNpCfn48bN26Y3HdPnEv+v//9r8HjSUlJAQDp56Rbt26Qy+VSuNuzZw+GDx9e7yqfw4YNw1dffYVXX30VX3zxhVYFv2vXrjYZKzkGAyGRqxDnZGlsVCvx8gJatQKcvHS2M1gbvmyhd+/eev/16tVLasm0xN27d/GnP/0JzZs3x5kzZyCXy/Hcc89h9+7dBs9PTk5GSUlJvRub//nPf8adO3dw5MgRAHUXxAcPHjRruwlNjz32GIqKiqQLAuD3lUof0WlhbteuHTw8PGzyx97aQCjOTXJEIOzatavdVhgFgKCgIMTGxiI1NdVuj2FPYlCzpGUUqJuDdO7cOaxYsQI3b97E3LlzTZ5rTiA8ffo0ampqnL4RuT1NnDgRR44ckSr0RUVF+O6772zScmmuP/zhD8jNzcWJEyf0bjtx4gSysrLq3YNQ1Lp1a7Orv/VKS0OZry8grm46cSKgUuG5Fi2QkpKCgoIC2zyOhcSVptesWYOlS5di7dq1SEpKwkcfffR/w66rzJkKhC1btoRCobDJ792dO3eiR48e0qI+Pj4+6NmzJ/bu3Yvc3FykpqZi9OjR9d7P5MmT4eHhgffeew+tWrXCCy+8IN328MMPMxDeRxgIiVyBIAAfflhXHTSwATkAoH17QGffLndiy/BlKyqVCsnJyTh+/Lj0X2pqqlUXm1u2bAFQ1xYUGxuLhIQEJCUlYfLkyVrVPdE333yDiIgI9O7d2+T99uzZEwqFAkePHoUgCHjsscdQXV2NUaNGWTS+bt26ITAwUAqEtbW1eP/99zFo0CC9KlVQUBB69+6NvXv3WvQYhpw6dQpNmzY1uvmxMWIgtPdKo6mpqQ6Zd9SzZ0+DF9f3A7Fl2dJFXB555BFkZWUhISEBc+bMMVmF7dSpE27evFnvGwDHjx+Hj48POnXqZNFY7ieDBw+GIAjSz+rSpUtRVVXl0FbiuLg4tGrVSpobrenQoUMICAgw++dm3Lhx+N///md09VRz3b17F20KCqBq1w4QK80PPQS0a4eB2dmora11WttofStNHz58GKGhoSZbfmUyGbp06YIzZ840aCwFBQXYvXu33pZHL774Ivbu3Ys///nPEAQBI0eOrPe+unTpgkuXLuGll15CSkoKYpo0Af6vatyjRw9kZWUxFN4vBLqvFRUVCQCEoqIiZw+FGuLIEUEABGHvXuPnvPmmIDRpIgi1tQ4bliN16NBBqK6u1js+bNgwJ4ymzpdffink5+frHT906JBF91NbWyv06NFDmDhxotbxY8eOCQCEb775Ru/81q1bC88//7xZ9z9ixAhhzJgxwv79+wUAwq5duywan2jw4MHSGD/55BMBgHD48GGD5/79738XgoKChOLiYqseS9StWzdhypQpVn1ukyZNhH/84x8NenxTKioqBA8PD2H9+vV2ewzR2rVrBR8fH6GyslJvDCdPnhT27dsnnDx5Uu92VzBr1iyhXbt2Fn9eVVWVEBwcLAAQrl+/bvLc4uJiISgoSFi8eLHJ84YOHSoMHz7c4rHcT2pra6Wv26OPPioAEJYsWeLwcbz77ruCr6+v9DsyMzNTEARBGD58uEXfg9raWiE2Nlb485//3KDx/PuTT4RMQCiJj9e+YfFiQQgMFHp26CBMnz69QY9hrczMTOGvf/2r0L9/f6FPnz7CwIEDhVdeeUX6mg0YMEDv74MhL730kvDQQw81aCwff/yx4OHhIT22qKamRmjXrp0AQFi4cKHld1xVJQht2wpC166CUF4uVFVVCQ8++KAwbdo0sz5906ZNQqdOnYRu3boJy5cvFwSB17iOxEB4n+MPixuorRWEuDhBiI0VhJqa/ztUK+Tl5Wmft3t3XWi8csXxY3QAW4UvVyQGte+++07reG1trTBs2DDhgQceENRqtXQ8JSVFACDs3r3brPtPTEwUQkNDhWnTpgnt2rUTaq180+D1118XAAht2rQROnXqJEyYMMHouTdv3hQ8PT2Fjz76yKrHEgRBuHDhggBA+O9//2vV5w8ZMkR49NFHrX78+pw5c0YAIPzyyy92ewyR+ObAiRMnpGObN28W+vXrJ8THxwsJCQnCyy+/LPTv31/YsmWL3cdjiYceekiYOXOmVZ979epV4c6dO2adO2XKFKF79+5Gb79165bg6ekprFu3zqqx2N369YIwe7YgmPl8Tfnhhx+ESZMmCQAEAMLt27dtMEDL3L17V/Dy8hKmTZsmLF++XAAgjBw5UgBg8Wt04cKFQtOmTQ2+KWiO3377Tejj41P3N/LAAe0bb9wQBJlM+GzkSCEiIkLrd60zVVdXC999953w4Ycfmv17cMOGDYKHh4eQk5Nj9ePGxcUZDeznz58X/vvf/1r3N+Tjj+u+/oAg/F+gW7RokdC0aVOh5v+ubUzp27evUFVVJQiCIKxZs0Z44oknhMzMTF7jOggD4X2OgdAN/Pe/etXBDz74QAAgrFq16vfz8vIEwcNDED75xPFjJKGgoEDYsWOHsHLlSov/WE6fPl2IjY01+HlHjx4VAAh79uwRamtrhRdeeEEICAgQHn74YbOrQT/99JN0YZiYmGjR2DRduXJFuh9zLuqGDh0qjBo1yurHe+mll4Tw8HChoqLCqs9fvXq14OPj0+AqpTGbNm0SAOi/OWMHZWVlgp+fn/C3v/1NOjZgwAC9C6nq6mphwIABdh+PudatW2ewym0PGzduFAAI//znPw3e/sorrwhNmjSx2+uhQT755PeL5YcfFoTSUsPnVVXVXUwvXCgIubn13m1KSorw9ttv23asFli8eLHW7wyxumTp78i0tDQBgLB9+3arwsikSZOENQqFUBsUJAiGfm+OGiWUxMYKAITHHnvM4JuPjvaPf/xD+ppNnz7drOednZ0teHh4CJ9YeR1w8eJFAYCwcePGugM1NXVvUDS086iiQhBiYgRh0iRBiI8XhKAgQcjOFg4ePCgAEE6fPl3vXfTv31/r43379gkDBgzgNa6DMBDe5+oLhN98841w/vx5YdKkSVZfdJEdXbwoCMr/396dx8d47Q8c/8wkk0ky2TcRiT32fblqK6Wlira3VEt7qXKV0qJVqhtXLV3pbbVc6tdLq6WXWrpQsTQoRWOLpYggQiKyJ2Oyzvn98ZiRSKi0mpjk+369ntfMPM8zM2fmPMv5nnOe53grNXCgfZbValW1atWynyiGDh2qLtsKBl27KtWvX8WktbyZzUqtX6/UyZMVmoy0tDQ1a9YsFRoaas+TV155RQ0aNEjFxsb+7vsLCgpUcHCweumll0pdXlhYqJo0aaI8PT3tFQGTJ08u0Z3nZmzHAUCd/JP/15YtW1SDBg1UaGjo7xas33vvPeXq6vqHTtYZGRnKZDL9bhfAmzlz5owC1Ndff/2HP+NG8vLyVOPGjdU999xz2z/7Rl599VXl6upqL6zee++9auvWrfblVqtVbd68WfXs2bPc0vR7mjdvrgYNGlQu35WWlqZCQ0OVt7d3qZUlTZo0Uc8880y5pKVM9uxRysVFqWeeUerQIaXc3ZV64omShfCcHKUefFApJyel3NyUatBAqVs4xlS0ixcvqlmzZql58+bdcmtvabp27aoANWDAgDK978CBA8qk1yuzp6dSY8aUvtLmzUqB+uaRR5STk5Pq37+/Nv+XX5SaPFmp6Og/nO4/4rXXXrMHp2vXri298u8GQdp9992n7rrrrj/0vQMGDFBhYWHKYrEolZioVPv2WiXFE0+UHkjfqg8+0Cqsjx1TKjlZKR8fpUaNUjk5OcrNze2GlThFzZo1q0TXcVtvGQkI/3oSEDo4W0Fwz5496sknn1Tnzp1Tzz33nNqzZ49KSkoqVmu3atUqtWvXLvt7bdej3KjguXLlSnXq1Kny+ilVz4kTStWurVTjxuqLTz5RgwcPVt9++616++23FaBWr16tgoKC7Pk3btw4Zf3wQ6WcnZWqgO5B5erYMaXq1dNOVF5eSsXFVVhShg8frgDVrFkzFRUVpQYPHmzPkzE3KnwUMWvWLKXX61VUVNQN10lJSbFXAjRp0uQP1ZBHRkaqjz/+uMzvK43FYrmlLj7x8fHKzc1NTZ061d7V51Z98cUXClBxv5e3+/cr9eKLSt3gWsZWrVqpIUOGlOm7b8XChQuVTqdTBw4cuO2ffSMJCQnK2dlZzZ8/3/76ZtcdVbSDBw/aj1Xl5dChQwpQ/fr1U+vXr1dWq1UlJyerixcvKkAtW7bsxm+2WrUWuPKSk6PU8uVK+fkpdddd2mullFqxQju2PfqoFixevqzU7t1Kde+ulKurUj/8oF0aULeuFjw+/bR2nXklvX7cxmw2q4kTJypA+fj4qLFjx6pt27apKVOmqB07dpQaNJnNZlW9enX1WWCgsrq4KHWzMsvgwUqZTGrH+PHKCdSZf/1Lew8o5eGhVJHu2n8Vi8Vir/ibNWvWjY/1y5drlcUtWih1Xeva+vXrFaA+/PDDMn23rYX9v//9r7bNNW+uVPXqSr3+ulZh0aOHUmVtObValVq3TqvAKHo+nD9f+18nTlR/79FDdevWrWyfm5Gh1A8/qIz0dAkIy4lOKaX+2O1oxJ0gMzMTb29v/g7kAi4+PpxPT0fv4cGrc+Yw/LnnyAby0e4MmJWVhclkYs6cOTz//PN06tSJXbt2ER8fT40aNQBt/LOXX36Z9957j5o1a5Y6WHVRO3fu5I033uCee+7hqaeeIiwsjJycHGbNmsXLL7+MyWQq8+9SSpUYjyorKwsXFxeMRmOZP++vopTinXfeoW/fvrd+VzurFb78Ep5/nlw/PxrGxnKulN0wPj6egoICHnnkEfstqbd//z1dnngC3cCBsHjx7fwpd45Nm1CDBpHq7s7rAQG8Fx+Pe7t2sGEDlNMYW6+//jqnTp1i6tSptGnThjfffJMpU6bg5OTEr7/+yvDhw2ndujVffPEFb775JpMnT8ZgMNjfn5GRwapVq9iyZQtfffUVkydP5u23377pd168eJEdO3bQo0cPAgMD/+qfeNu8/PLLvP3229SsWZPDhw/j7e190/Wzs7O5dOkSo0aNIjs7++YDF0dGwv33Q24umEywfz9cdxe+f/3rX0yfPh2DwcDixYsZNmzYn/5NCQkJ9O7dm7CwsBsOC/JX6dWrF9nZ2Tz22GMMHjyYoKCgYsuVUvZB4MsyzuSfZbFY2Lx5M82aNSM/P5+MjAyeffZZMjMziY6OxsXF5a9NgFJw5QoqO5vhgwYRtX07JqCWvz85KSmYgEBXV2ZMmYK3szNkZ4PZrE0pKXDmDMTGwpUrEBysDUtQs6b23MlJuyulXg8FBZCff20yGsHbW5sMhmt3r9TptGN5Rgakp2uT2ay9ByAxEU6ehKwsePBB+OwzKHon3S+/hClToOhdU2vWhKVLwTbUTGYmfPghLFkCZ89Chw4wdaq2T5TlPKiU9n4/P+133MzOnTB2LMTFwTPPwGuvaQO8lxOlFJ6enpjNZkwmE2az2b7MaDTyn//8h5MnT5KQkEBCQgLxsbEMO3WKSUrBO+/ASy/d+MPNZnjySVi71j7rGw8P3q9Zk09iY2ng5ET8zJnUHDOG3NxcPD09iYmJIT093X5naaUUBQUFxY732kebcXNzQ6/X2+8abRsTcsaMGcTGxvLSSy8xcOBATv/2Gwvat+fpnBx0JhM89hgMGABBQdp2ungxzJ0LDz+svT55Et54A4YOhZAQlFJMmDCBDz/8kGeffZaMjAyqVavGtGnT8PLyAiAnJ4fLly9To0YNDh48yPjnnuO3Xbt4tl8/pnXujP6jj7Rt9aeftDuxbt8Of/+7tk0PGADNm4Ovr7bNWyyQk3Ntsr3OzNTGTj5yBB54AP73P3B3t2UkvP8+vPEGhfn5/FJQgKVGDdo+8ADphYXsPXqU8MaNaWkbO1MpMJuxXt1X8zZuxNVi4ZeFC+k4ejQZGRn23yb+GhIQOjhbQJgB3GxXyQeyAXORx6LPO/TowfnUVMLbtCFbKT767DP78lnz5qFMJuo2b64Vyjw8wGQi12Dgx+3b+fp//2P58uU4OTnRsmVLVqxYwQMPPEBMTAzu7u7s3bv3huNTXb58mSVLljBhwgT77ZeXLFnCyJEjWbduHZ6enri4uNC5c2d0Oh1dunRhx44dAJw9exYnJyf7ANU2WVlZuLm52QdUVUrx22+/0bhxY/s6u3fv5tdff+XZZ5+1H7QTEhI4cuQI99133y399wUFBYwcOZKlS5cyYMAAVtnGEQSioqKwWq00adIEd3d30tPTSTt7lhr79pHyyiuEpKSQP3Ag98fEsPXgQe666y5Gjx7NU089Zf8Mq9WKTqcjLy+P+Ph4+vfvz7Fjx3ivXj1ePH0aFi7UTthlVDTYvnjxIm5ubvj6+pb5c/Lz87FarRiNxlID+NK+98SJE/j7+5ca8ETv2UPsyJH0P3qUfb6+9E5LwyMkhJZJSXxntWL9xz/I+eADTN7eJb7P9vpW0wGUWK+wsJA1a9awZMkSNm7caJ/v7e3NhQsXSlRsWCwWHnnkETZu3MjTTz/NkiVLANi2bRs9evQAICQkhIEDBzJz5kw8TSbtJGo2ayfSrCytAHp1f8LDQzuZlmMh/3a4dOkSXbp0ISYmhjfeeIPp06cD2niI7u7uxf7nvLw8wsPDiYuLA+Dbb7+lX79+pX/wrl3Qu7dWCF6xAjp1Ai8vbX6R4OPw4cP2AZsB1qxZw8MPP1zi4+Lj4/m///s/Jk2ahJubW7Ht5fDhw6SkpNC9e3fi4uKoXbs2APPmzWPChAl/6v8pq1mzZvHaa68B2rhjrVu3pqCggAYNGmA0Gtm2bRu7d+9m8eLFjBw5ktTUVLKysjhy5AiNGzfGaDTi5eWFp6cnFouFt956i9DQUBISEnjppZcwGo3odDpiY2OpV68eq1at4vTp09StWxdfX1/at2+Pm5sbBoMBnU7Hs88+y/bt2zl37hzZ2dnF0urv78/GjRtLHwS+oAAuX4akJLh0SXvMyoLCQm2y7Qtm87XgrWgQd/3zK1e0QuPvKXKOsj/38dHGca1XT9uGzp/XAp64OC1ttqv7rFZtzFeD4dqUk6MFfRkZ14I92/o6nfbZtslk0t6jlFa4Dw/XhhK60fiM+fmwbx8kJEBoKLRtq33/9axW2LQJpk+HPXu07b9ZM6hbF6pV0yYvL3B1BTc3LcC9ckVL89GjEBEBFy5o8zt1gj59tP0qMFCbZ7HA6dOwZo22r3XsCHfdBQsWaEHBM8/AkCFQv365HJ8OHz5MZGQkffv25fXXX2fmzJmcOHGCGTNm8Mvu3TRwc6NX9ercXVBAz8uX8c7LQ//WW/Dii7+fPqVgzx52/ec/TPn8c3ZeDd58gc+BvsABIBI4BiQDaUCdli25nJZGUkoKWVeuUD00lELgiccf55edO9m3ezetmzenZvXq7Nu9Gyel+Fvr1uSmpBB/7Bg+gA/QwWSil7s7hsuXtcCrsBC+//7atgXaNvvqq1qFgcUCkydrQWJenpYfgYEUenlx6uxZMrKysOTmYgV0gI+bG34mE5nJyRgBF8AN8AfsW5bBAIMHw4wZUKvWte+Nj4f58+GHH7QgNDf32jKDQdu+bJObm3a+atFC+6zevUv/7y9cQK1ezcnPP+fK4cP4KoUH4Jqfjx7Q6/Xo9HrteOzmRlxWFheU4jQwAugI/AISEJYDCQgdnC0g9AD7ZLrBo7eTE66FhfbXTWvVIvncuWLreep0uF/dYW+lTtCKFlAqd3f0Xl6cTkwsEXha3d1p1LYtp+LjCWvYkLOJiRQYDNRp0oSIn38mOiaG3g8+yOiJE0nMyGD8yy+z/7ffMHp7k5CRgQXY/NNP9gG69+7dy/vvv8/KlSsBLTBLS0vju+++Y9CgQZhMJrp27crOnTv56aef2LNnD5MnT6ZWrVp8//33nD17lqFDh5KamsrChQsZPnw4r7/+Ou+88w4Aa9eu5Z133qFRo0ZMmTKFAwcOkJ6ezqhRo9i7dy/t27dHp9PxxRdf2AdNb9iwIevXryc8PJzs7GyCvbyoC9QHnm3XDp/ffqNFdjZGYCMwCzC3bs3x48fZuXMnLVq0wNnZmfj4eJRSnD9/ns6dOxf7r3ft2mWft9jdnZFXrhDXpw8nBw3i3iKB5I3Ex8czadIkNm/ezJgxY2jatCmDBw8mJCSEjz/+2F6ItlqtfPPNN3Tu3JmTJ09y9913FyvUHzp0iDfffBMPDw+WL1/O0qVLGTZsGNHR0TRq1IhVq1ZRo0YNOnbsaC9wX7hwgRYtWpCamkp4eDjR0dFMnz6djs2bE7NyJdX37aNHQgJ+wL+ABV5erFq7lpYtW1K3bl0GmM0sLijgmJMTp++/n515eVw0GHh/0SKWLV/Ou+++yw8//MBTTz1FtWrVGDNmDAMHDuRKdjbpSUl4GY08MXAgzRs0wM/Dg8hNm+h77738vHUrb8+Ywenjx/klMpLdkZEYgYH9+1MnJIRVy5fz6EMP0apRI+1knJtbfMrJIfb4cX47eJB2TZsS6OnJiUOHwGLB5OREqL8/Olutal7eLexRaAU0vV57LDrdyrxbWcdg0E7mtpN6aY83W+bmphVYvLy01oarwdmoUaNYvHgxPj4+tG7dmqNHjxIYGEiPHj3o06cPGzZsICkpyb7fjhs3jo8++qjk78/Oho8/htdf1wqlGzZoBe2oKK2g+txzWs1zEXv27MHb25sHH3yQS5cusWfPHjw9PXnhhRc4c+YMAwcOZNGiRZw+fdr+nieffJI1a9bg6elJYmIiADVq1ODChQsYDAa6d+/O0qVLqX6jcUH/IjExMYwYMYKpU6cybdo0e7BmG7S+R48ebN261f784MGDpKenY7069hdAcHAws2bNYtKkScUG4q5duzapqan4+PgQFxdHt27diIyMxNnZmYKCgmLp8PT0JCwsjGPHjuEMvDVpEh3q12fj8uU81LkzATodNVxdccnK0lrgkpO1x6LPr1d0O3R1LR60lRbI3cryovPc3LTtvTI7cgS2boVDh64FtJcuafuNxVI8aPbw0ILSbt2gZ08tKNywATZv1gLt6zVpAuPGwahRWh6dPQszZ8LKldrne3trQaG/vzZ5emr7v9GoPdqe2/KgaGuqzfUtrEVbY4tOtuNtRgakpUF6Oio9HeuFCzjZttUaNbSAe/x4KFLhWxbnzp2jdu3afP755+yPiqJmdDQ9L12i+sWL+KWm3rbBuq1GIxYXF1yaNsXQsSOMGHGtoiA5WavoSk/XgvuuXa+1tNlcvqy14p08qe1bqalQWIhSClVQQHpqKkeOHiUlO5vE9HTy0HqN5QHOJhMP//OfNOjSBX1YmNb65+b2+4nOzdXywtW19IqKMjp9+jRt27YlIyODd999Fz8/P0aMGFFsHQ8PD7Kzs3ltyBDe/PJL3n/wQSatXy8BYTmQgNDB2QJCgKFDhzJ8+HBWrVqFq6sr718tNO3YsYPDhw/j4+PDE088YX/v119/zaBBg0r93M2bN9OhfXuqeXtjovQgs2FICAPuv59je/fSu0sXqplMbF63joSYmBLrewAeej0uVituaDVWZTnQFgCWq1OuXs8Vq9X+ulZ4OLHx8WRaLLh4eJCWnU0e2oEw/waPvkFBZOXkkJKZidFoJCc3FwX4+/mRnJoKaBeJFX1sXK8e8adP07dnT2KOHiUtMZF6oaG0rl+fQz/9hD8QoNPhpxRF278SgN1AbGgo/46Pp/3f/45er2f16tV06tSJn3/++Zb/h9TUVPz9/dEBr/j48FJ6Oh5AQatW6Lp25aRez8wvv8S9bl2GjB3LvM8+wxQQwN133826detuOvBvQEAAL774Iu+++y6pqano9Xp7IfOhhx7i1KlTtGnThv3793Ps2DGcAANaDaQBqBEYiIeLC6kXLuAB/LByJbOmTsXPaCQtLg6d2UwQEALUdnEhJC+P+kX+o0P16lF3/nwCO3TA2dkZT09PQKstXr58OS6HDnHvli10Liig6KkpF8hB2570gNPVyVmnQ/dnDm96PcpoRGcr7BiNxScXF3BzQxmN7DtyhNiLF7miFBaleOCRRwgLD8fZw6NkoGUyacGUp6dWILK1gNhaRAoKtPm2lpSiz2/H6/z84l2AbM+vf7zVAPZql7p8d3dOJCaSlJPDFbR9s8DZGaurK0nZ2ViAK4BXtWpMnDoVg4uL9lsLCrTfff681qVv1y6tIDJunNYFrGhXxHnz4IUXYNgwrXa7Zs1iSUlOTqZbt27ExMTg4+ODs7MznTt3Zt26deTl5WEwGMgvWhOPNuD5PffcQ/PmzZk7dy6JiYn8/PPPNGnS5I9vO3+B9PR0jh8/TseOHUlLS+O///0vERERnDp1iqFDh3L48GFcXFxo1aoVn3zyCWfPnuW+++5j7ty5pKenk5KSQsSmTcSfOEFhUhIXoqPxB57q149H77mH/RERHImMpJ6PD6acHLwLC3HJzMSfm/Q+8fW9FhwEBBR/Xq2a1kpmewwKKlnIFbeXUtr+XVCgHWtuFBzn5WnBZHKydnwwGiEsTMuj0mRna8HIwYNw7ty1gN9svha4Fa0ws7Wg2tJUNH1FH3W64q2xLi7FXxuNxVtgfX217al+fWjYUGv1vQ0tlrbuqSUUFEB6OtHbtxNgNBLs78+x6Gga1KuHQa8nLyeHNevX06V7d2rUrk308eOcOnOGRwYNYu/+/Rz57TeeHj++WMXZX+3KlSusXbuWNm3aULt2bZRSODk5/fVdum9RVFQUq1ev5sUXX8TPz4+IiAiCgoKIjY3l888/56OPPsLJyYmgvDycatcmc9UqvAcOlICwHEhA6OBsAWFCQgIBAQH2bpKgtQiZzWYaNmxon5ednW0vaCul2LdvH/Xr12fw4MH8+OOPANStW9dek/7pp59iNBqZOXMmJ0+exMPDgwMHDlCnTh17V8vrnTlzhuDgYL755huOHj1Kr169OHbsGKNGjWLTpk2MHDkSJ72eFcuWEeTpSXhoKAs/+IAt331Hi/BwrGYzz48aRdSOHTStWxd3vZ6F8+bhYrWiz8khMymJvj160LROHbZt2MDlixcxGQyEBgWRdOECnq6uhAQEoC8sxKAUBiDz8mV0hYW4AK5OTgT7+pJrNlNgsQDgYjDY+7Hn5+fjpNejlMJaWIherwelyFOKHLQAJBfwCQ7GKzAQvYcHSQUF/HrmDMlKcTEnh+NmM6eBLkOHciI9nZatWjFt2jS2bdtG8+bN8fHxYciQIYwZM4aePXuWKc9//vlndu3axeTJk3m4Z098t2zhXqCrszM1CgpKBNp5RSYMBjz9/cm1Wsm8coVAf38SExPJu9o1RAcYnJ1xc3XFfLV7mC3wc3d2RldQgAH4I1dxWk0mCAxkT1wcF6xWmt5/Pz9nZdF9/HhUixbUrlu3xHUZ14uJiaFdeDgd/fz4+KWXuBQbi1NODtV9fTl3/jy16tbFLyCA2W+/TXJ6OrXq1OG+fv04HR9Pu86dmTh1Ktn5+Xz2xRf4Va9OusXCdxEReAcF0X/gQLwCAq4FfGWoEbVYLIwbN46QkBBq1qzJiBEjtO3GkRUWaoW70gLG7Gyt5j4zs9hjbnIysQcOYCwsxGo2Uz8kBGWxkBIXhyugy8nBzWpFb+uK5OystUS4u2td5mrW1Lq0Pf54iWAP0AqSS5dqLQLZ2dC6tdZqGB6uFQ5r1SJVp2PklCl4BAQwe/Zse3fJkydP0qZNG/Ly8vDy8mLZsmU0a9aMDh06FPl4VewYeUe5WjglPV37z68P6m0tKWlppJ87x8UjR2gUHIy+SAsLaWnFu6bZGAzg74/y90dXJKjL8fAg39MTz9q1SwZ+vr7ldk2vEKKKuXQJgoPJ/OorvAcPloCwHEhA6ODs1xCWYWfZunUrwcHBxWrA8/LysFgsfPDBB3To0IH777+/xPs+/fRTGjVqRJcuXW5b+svKYrGwf/9+/va3v2EwGEhOTmbdunX07t0bq9VKrVq1Sr3uJzk5mbi4ONq2bcvEiROZO3cuSilSU1PZv38/PXv2LFGA/+STTxg7diyrV6+madOmzJs3j2nTpjFy5EjGjh3LAw88UGoac3Nz2bJlC3q9nh49evwlNXO5ubl89dVXPP7447z22mt89913nD59mt7du/PvF18k4dAh1nz2GWOHDMFHr4e8PLLT0ggJDMS5sFCrzS0o0GpXdToUcOnyZb779lseevhhAgIDidiyBVdXVxo1aUJQaCgYDOzYs4e9Bw7w8KOP4hUQQMaVK/y0axfDn3kGJ6NRK1iaTLTs0oVs4Kv160nMzsbJw4O+/fsD2rWfmZmZtGjRosy/WylF48aNeeqpp3j55ZdvuN7zzz/PqlWriIqKKtbl7+jRoxgMBho0aFDm7xZ3kKwsWLUKtm2DvXu1Gy9c36Lp5qbdRMPPr/TuhUW7Hrq7X+vyZptsLRbXz/u9QN9qLR6o2abMzGuBWXq6tq6t1dh2Td3VbshYLMWDuLQ0LQD+PV5eWqDm63utReX656W16nl4ONy1q0KISiwtDfz8yFy6FO9hwyQgLAcSEDq4PxIQVmYJCQkEBwff8MYiycnJeHl53VKQZrFYWLJkCaNHjy7W8ip+36ZNm7h48WKxm+TcLoVXW21vdvOYvLw88vPz/9AdboUDslq1G3OcP69dW2ObbNfa3OxmJWazdgOOvLxbu2nJH+Xici0g8/bWAktbsOjsrAWGRuO1LsZFu8kVDeps84t2Q3Z11bogS4udEKIyMJvBw4PMxYvx/uc/pYxbDiQgdHASEAohxG1iaz0vOtlucGGbfu+UqdMVvzGPbbqDhssRQog7Wn4+uLiQuWAB3mPGSBm3HEizhxBCCAFaC5stgBNCCFExbL2ybvXmZuJPc/C7HgghhBBCCCEqDdsdaCUgLDcSEAohhBBCCCHuHC4upd8VWfwlJCAUQgghhBBC3DlcXKSFsBxJQCiEEEIIIYS4c0gLYbmSgFAIIYQQQghx55CAsFxJQCiEEEIIIYS4c0iX0XIlAaEQQgghhBDiziF3GS1XEhAKIYQQQggh7hzSZbRcSUAohBBCCCGEuHNIQFiuJCAUQgghhBBC3DnkGsJyJQGhEEIIIYQQ4s4hLYTlSgJCIYQQQgghxJ1DbipTriQgFEIIIYQQQtw5pMtouZKA8A7wySefUKdOHVxdXWnbti07duyo6CQJIYQQQghRMaTLaLmSgLCCrVy5kgkTJvDqq69y4MABunbtSp8+fYiLi6vopAkhhBBCCFH+JCAsVxIQVrC5c+cyYsQIRo4cSePGjfnggw8ICwtjwYIFFZ00IYQQQgghyp90GS1XEhBWoLy8PKKioujVq1ex+b169WLXrl2lvic3N5fMzMxikxBCCCGEEJWGwQDHjlV0KqoMCQgrUHJyMoWFhVSrVq3Y/GrVqpGYmFjqe+bMmYO3t7d9CgsLK4+kCiGEEEIIUT4GDYKOHSs6FVWGBIR3AJ1OV+y1UqrEPJupU6eSkZFhn86fP18eSRRCCCGEEKJ89O4NK1dWdCqqDOeKTkBVFhAQgJOTU4nWwKSkpBKthjZGoxGj0VgeyRNCCCGEEEJUctJCWIFcXFxo27YtERERxeZHRETQqVOnCkqVEEIIIYQQoqqQFsIK9sILL/CPf/yDdu3a0bFjRxYtWkRcXByjR4+u6KQJIYQQQgghKjkJCCvYY489RkpKCjNmzCAhIYFmzZrxww8/UKtWrYpOmhBCCCGEEKKS0ymlVEUnQvxxmZmZeHt7k5GRgZeXV0UnRwghhBBCiD9NyrjlR64hFEIIIYQQQogqSgJCIYQQQgghhKiiJCAUQgghhBBCiCpKAkIhhBBCCCGEqKIkIBRCCCGEEEKIKkoCQiGEEEIIIYSoomQcQgdnGzUkMzOzglMihBBCCCHE7WEr28oIeX89CQgdXEpKCgBhYWEVnBIhhBBCCCFur6ysLLy9vSs6GZWaBIQOzs/PD4C4uDjZWSqBzMxMwsLCOH/+vAzCWglIflY+kqeVi+Rn5SN5WnkopcjKyiIkJKSik1LpSUDo4PR67TJQb29vOfBVIl5eXpKflYjkZ+UjeVq5SH5WPpKnlYM0dpQPuamMEEIIIYQQQlRREhAKIYQQQgghRBUlAaGDMxqNTJs2DaPRWNFJEbeB5GflIvlZ+UieVi6Sn5WP5KkQZadTci9XIYQQQgghhKiSpIVQCCGEEEIIIaooCQiFEEIIIYQQooqSgFAIIYQQQgghqigJCIUQQgghhBCiipKA0AFs376d/v37ExISgk6nY+3atcWWK6WYPn06ISEhuLm50b17d44ePVoxiRW/a86cObRv3x5PT0+CgoJ4+OGHOXHiRLF1JE8dy4IFC2jRooV9IOSOHTuyYcMG+3LJT8c2Z84cdDodEyZMsM+TPHUs06dPR6fTFZuCg4PtyyU/Hc+FCxd48skn8ff3x93dnVatWhEVFWVfLnkqxK2TgNABmM1mWrZsyfz580td/s477zB37lzmz5/Pvn37CA4O5r777iMrK6ucUypuRWRkJGPHjuWXX34hIiKCgoICevXqhdlstq8jeepYQkNDeeutt/j111/59ddf6dGjBw899JC98CH56bj27dvHokWLaNGiRbH5kqeOp2nTpiQkJNin6Oho+zLJT8eSlpZG586dMRgMbNiwgWPHjvH+++/j4+NjX0fyVIgyUMKhAGrNmjX211arVQUHB6u33nrLPi8nJ0d5e3urhQsXVkAKRVklJSUpQEVGRiqlJE8rC19fX/Xpp59KfjqwrKwsFR4eriIiIlS3bt3U+PHjlVKyjzqiadOmqZYtW5a6TPLT8UyZMkV16dLlhsslT4UoG2khdHBnzpwhMTGRXr162ecZjUa6devGrl27KjBl4lZlZGQA4OfnB0ieOrrCwkJWrFiB2WymY8eOkp8ObOzYsfTt25d777232HzJU8d06tQpQkJCqFOnDo8//jixsbGA5KcjWr9+Pe3atePRRx8lKCiI1q1bs3jxYvtyyVMhykYCQgeXmJgIQLVq1YrNr1atmn2ZuHMppXjhhRfo0qULzZo1AyRPHVV0dDQeHh4YjUZGjx7NmjVraNKkieSng1qxYgX79+9nzpw5JZZJnjqeDh06sGzZMn788UcWL15MYmIinTp1IiUlRfLTAcXGxrJgwQLCw8P58ccfGT16NM8//zzLli0DZB8VoqycKzoB4vbQ6XTFXiulSswTd55x48Zx+PBhdu7cWWKZ5KljadiwIQcPHiQ9PZ3Vq1czbNgwIiMj7cslPx3H+fPnGT9+PJs2bcLV1fWG60meOo4+ffrYnzdv3pyOHTtSr149li5dyl133QVIfjoSq9VKu3btmD17NgCtW7fm6NGjLFiwgKFDh9rXkzwV4tZIC6GDs90l7foar6SkpBI1Y+LO8txzz7F+/Xq2bdtGaGiofb7kqWNycXGhfv36tGvXjjlz5tCyZUv+/e9/S346oKioKJKSkmjbti3Ozs44OzsTGRnJhx9+iLOzsz3fJE8dl8lkonnz5pw6dUr2UQdUvXp1mjRpUmxe48aNiYuLA+Q8KkRZSUDo4OrUqUNwcDARERH2eXl5eURGRtKpU6cKTJm4EaUU48aN45tvvmHr1q3UqVOn2HLJ08pBKUVubq7kpwPq2bMn0dHRHDx40D61a9eOJ554goMHD1K3bl3JUweXm5vL8ePHqV69uuyjDqhz584lhms6efIktWrVAuQ8KkRZSZdRB5CdnU1MTIz99ZkzZzh48CB+fn7UrFmTCRMmMHv2bMLDwwkPD2f27Nm4u7szZMiQCky1uJGxY8fy5Zdfsm7dOjw9Pe01mN7e3ri5udnHO5M8dRyvvPIKffr0ISwsjKysLFasWMFPP/3Exo0bJT8dkKenp/2aXhuTyYS/v799vuSpY5k0aRL9+/enZs2aJCUlMXPmTDIzMxk2bJjsow5o4sSJdOrUidmzZzNo0CD27t3LokWLWLRoEYDkqRBlVWH3NxW3bNu2bQooMQ0bNkwppd1eedq0aSo4OFgZjUZ19913q+jo6IpNtLih0vISUJ999pl9HclTx/L000+rWrVqKRcXFxUYGKh69uypNm3aZF8u+en4ig47oZTkqaN57LHHVPXq1ZXBYFAhISHqkUceUUePHrUvl/x0PN9++61q1qyZMhqNqlGjRmrRokXFlkueCnHrdEopVUGxqBBCCCGEEEKICiTXEAo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3Dmol.js failed to load for some reason. Please check your browser console for error messages.

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\", mc.GetOption(\"Automatic Least Squares Refinement\").GetChoiceName(2))\n", @@ -391,9 +1307,20 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 13, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " 0: LLK= 3784.00, name=Best Configuration\n", + " 1: LLK= 3881.00, name=Run #3\n", + " 2: LLK= 3827.00, name=Run #2\n", + " 3: LLK= 3784.00, name=Run #1\n" + ] + } + ], "source": [ "for i in range(mc.GetNbParamSet()):\n", " idx = mc.GetParamSetIndex(i)\n", @@ -412,9 +1339,60 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 14, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "bc43bdf787dc44ccac923a33705710d2", + "version_major": 2, + "version_minor": 0 + }, + "image/png": 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", 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\n", + " Figure\n", + "
\n", + " \n", + "
\n", + " " + ], + "text/plain": [ + "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "pn.plot(fig=None, diff=True)\n", "px.plot(fig=None, diff=True)\n", @@ -430,7 +1408,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 15, "metadata": { "tags": [] }, diff --git a/pyproject.toml b/pyproject.toml index b7c8bc8..8c34768 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -6,7 +6,9 @@ build-backend = "setuptools.build_meta" name = "pyobjcryst" dynamic=['version', 'dependencies'] authors = [ - { name="Simon J.L. Billinge group", email="sb2896@columbia.edu" }, + { name="Christopher Farrow" }, + { name="Pavol Juhás" }, + { name="Vincent-Favre-Nicolin", email="favre@esrf.fr" }, ] maintainers = [ { name="Simon J.L. Billinge group", email="sb2896@columbia.edu" }, diff --git a/src/pyobjcryst/powderpattern.py b/src/pyobjcryst/powderpattern.py index 27f5413..bcb3f0a 100644 --- a/src/pyobjcryst/powderpattern.py +++ b/src/pyobjcryst/powderpattern.py @@ -17,8 +17,6 @@ Additional functions for plotting, basic QPA and profile fitting. """ -import inspect -import warnings from urllib.request import urlopen import numpy as np @@ -81,7 +79,7 @@ def UpdateDisplay(self): try: if self._display_update_disabled: return - except AttributeError: + except: # noqa E722 pass if self._plot_fig is not None: if self._plot_fig is not None: @@ -224,17 +222,8 @@ def plot( self._plot_fig.canvas.draw() if "ipympl" not in plt.get_backend(): plt.pause(0.001) - except (AttributeError, RuntimeError, ValueError) as e: - cls_name = type(self).__name__ - func_name = inspect.currentframe().f_code.co_name - backend = plt.get_backend() - fig_id = getattr(self._plot_fig, "number", None) - warnings.warn( - f"[{cls_name}.{func_name}] " - f"Plot refresh failed ({type(e).__name__}): {e}. " - f"Matplotlib backend={backend}, figure id={fig_id}", - stacklevel=2, - ) + except: # noqa E722 + pass # plt.gca().callbacks.connect('xlim_changed', self._on_xlims_change) # plt.gca().callbacks.connect('ylim_changed', self._on_ylims_change) self._plot_fig.canvas.mpl_connect( @@ -281,7 +270,7 @@ def _do_plot_hkl(self, nb_max=100, fontsize_hkl=None): try: # need the renderer to avoid text overlap renderer = plt.gcf().canvas.get_renderer() - except (AttributeError, RuntimeError): + except: # noqa E722 # Force immediate display. Not supported on all backends (e.g. nbagg) ax.draw() self._plot_fig.canvas.draw() @@ -289,7 +278,7 @@ def _do_plot_hkl(self, nb_max=100, fontsize_hkl=None): plt.pause(0.001) try: renderer = self._plot_fig.canvas.get_renderer() - except (AttributeError, RuntimeError): + except: # noqa E722 renderer = None else: renderer = None