diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml new file mode 100644 index 0000000..0f89826 --- /dev/null +++ b/.github/workflows/ci.yml @@ -0,0 +1,36 @@ +name: CI +on: [pull_request, push] + +jobs: + run-tests: + name: run-tests + runs-on: ubuntu-latest + + steps: + - name: Checkout code + uses: actions/checkout@v5 + + - name: Set up Conda + uses: conda-incubator/setup-miniconda@v3 + with: + activate-environment: libra_sparging + environment-file: environment.yml + miniforge-version: latest + use-mamba: false + channels: conda-forge + + - name: Install package + shell: bash -l {0} + run: | + python -m pip install -e .[dev] + + - name: Run tests + shell: bash -l {0} + run: | + python -m pytest test --cov src/sparging --cov-report xml + + - name: Upload to codecov + uses: codecov/codecov-action@v4 + with: + token: ${{ secrets.CODECOV_TOKEN }} + files: ./coverage.xml \ No newline at end of file diff --git a/.gitignore b/.gitignore index 6cf3297..f24ebeb 100644 --- a/.gitignore +++ b/.gitignore @@ -56,7 +56,6 @@ cover/ *.pot # Django stuff: -*.log local_settings.py db.sqlite3 db.sqlite3-journal @@ -207,6 +206,16 @@ marimo/_lsp/ __marimo__/ .vscode/ +misc_scripts/ +datasets/ +figures/ *.yaml *.csv -mwe.py +*.json +!standard_input.json +*.ipynb +!sensitivity.ipynb +!LL_sensitivity.ipynb +*.code-workspace +*.pkl +*.html diff --git a/README.md b/README.md index b61bef5..8356644 100644 --- a/README.md +++ b/README.md @@ -10,12 +10,24 @@ To run the model: > [!NOTE] > This uses `dolfinx` which doesn't run on Linux. For windows users, consider using Windows Subsystem for Linux (WSL) +To simply use the library, use the libra_sparging environment: ``` conda env create -f environment.yml conda activate libra_sparging ``` +To also train a surrogate model (for sensitivity analysis, for example), you need autoemulate, use the autoemulate environment: +``` +conda env create -f autoemulate_env.yml +conda activate autoemulate_env +``` + +``` +python -m pip install -e .[dev] +``` + +## How to run tests ``` -python model.py +python -m pytest test ``` \ No newline at end of file diff --git a/autoemulate_env.yml b/autoemulate_env.yml new file mode 100644 index 0000000..baa104f --- /dev/null +++ b/autoemulate_env.yml @@ -0,0 +1,17 @@ +name: autoemulate_env +channels: + - conda-forge +dependencies: + - python=3.12 + - fenics-dolfinx + - matplotlib + - pyvista + - pyyaml + - numpy + - scipy + - pandas + - pint + - networkx + - pip: + - autoemulate + - pyvis diff --git a/data_processing/LL_sensitivity.ipynb b/data_processing/LL_sensitivity.ipynb new file mode 100644 index 0000000..061f992 --- /dev/null +++ b/data_processing/LL_sensitivity.ipynb @@ -0,0 +1,989 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "1e290ac2", + "metadata": {}, + "source": [ + "Low level sensitivity analysis:\n", + "- Performs analysis of data generated by [LL_sensitivity.py](LL_sensitivity.py), varying low level parameters (temperature, pressure, nozzle gas flow rate, nozzle diameter)" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "id": "6e5dda97", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[(, ), (, ), (, ), (, ), (, )]\n" + ] + } + ], + "source": [ + "\"\"\" what range of gas flow rates fit the Kanai correlation for d_b? (3-10 cm3/s)\"\"\"\n", + "from sparging.config import ureg\n", + "import sparging.correlations as corr\n", + "import numpy as np\n", + "\n", + "ndots = np.linspace(40,400,5) * ureg.sccm\n", + "temps = np.array([450, 600, 700]) * ureg.K\n", + "vdots = corr.flow_g_vol.function(ndots, temps[2], 1*ureg.atm).to(\"cm**3/s\")\n", + "print([(ndot, vdot) for ndot, vdot in zip(ndots, vdots)])" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "id": "60086475", + "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd\n", + "from pathlib import Path\n", + "from sparging.config import ureg\n", + "import json\n", + "\n", + "CLEAN = True\n", + "EMULATOR = False\n", + "FOLDER = Path(\"datasets/20260510_233508\")\n", + "\n", + "X = pd.read_csv(FOLDER / \"simulator_inputs.csv\")\n", + "Y = pd.read_csv(FOLDER / \"simulator_outputs.csv\")\n", + "\n", + "problem = json.load(open(FOLDER / \"problem.json\"))\n", + "\n", + "units_dict ={\n", + " \"temperature\": \"Celsius\",\n", + " \"P_top\": \"bar\",\n", + " \"flow_g_mol\": \"sccm\",\n", + " \"nozzle_diameter\": \"m\"\n", + "}\n", + "\n", + "names_dict ={\n", + " \"temperature\": \"Salt temperature\",\n", + " \"P_top\": \"Vessel pressure\",\n", + " \"flow_g_mol\": \"Sparging gas flow rate\",\n", + " \"nozzle_diameter\": \"Nozzle diameter\",\n", + " \"tau\": \"Extraction time\",\n", + " \"d_b\": \"Bubbles diameter\",\n", + " \"eps_g\": \"Gas fraction\",\n", + " \"u_g0\": \"Bubbles velocity\"\n", + "}\n", + "\n", + "if EMULATOR:\n", + " from autoemulate import AutoEmulate\n", + " model = AutoEmulate.load_model(\"datasets/20260427_103531/RadialBasisFunctions_2.joblib\")" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "id": "a1ec5454", + "metadata": {}, + "outputs": [], + "source": [ + "from autoemulate.core.sensitivity_analysis import SensitivityAnalysis\n", + "if EMULATOR:\n", + " # === Sensitivity analysis ===\n", + " sa = SensitivityAnalysis(model, problem=problem)\n", + " sobol_df = sa.run(\"sobol\")\n", + " sa.plot_sobol(sobol_df, index=\"ST\", fname=\"out.svg\")\n", + "\n", + " # get patches\n", + " import matplotlib.pyplot as plt\n", + "\n", + " for i, patch in enumerate(plt.gca().get_children()):\n", + " print(f\"Patch {i}: {patch}\")\n", + " if i ==0:\n", + " patch.set_color(\"red\")\n", + " elif i < 4:\n", + " patch.set_alpha(0.5)\n", + "\n", + " plt.savefig(\"out2.svg\")" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "id": "523b5ae6", + "metadata": {}, + "outputs": [], + "source": [ + "if EMULATOR:\n", + " from autoemulate.core.sensitivity_analysis import SensitivityAnalysis\n", + "\n", + " # print(problem)\n", + "\n", + " sa = SensitivityAnalysis(model, problem=problem)\n", + " sobol_df = sa.run(\"sobol\")\n", + " list = []\n", + " for i,string in enumerate(sobol_df[\"parameter\"]):\n", + " list.append(str(string).replace(\"np.str_\",\"\").replace(\"'\", \"\").replace('(', \"\").replace(')', \"\").replace(', ', \"_\"))\n", + "\n", + " sa.plot_sobol(sobol_df, index=\"S1\", figsize=(10, 8), fname=FOLDER / \"postprocessing/sobol1.png\")\n", + " sa.plot_sobol(sobol_df, index=\"S2\", figsize=(10, 8), fname=FOLDER / \"postprocessing/sobol2.png\") \n", + " sa.plot_sobol(sobol_df, index=\"ST\", figsize=(10, 8), fname=FOLDER / \"postprocessing/sobolTot.png\")" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "id": "12dd2beb", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", 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", 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", 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", 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", 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", 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", 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", 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", 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import matplotlib.pyplot as plt\n", + "import numpy as np\n", + "\n", + "fig,axs = plt.subplots(4,2, figsize=(12,14))\n", + "PP_data = pd.read_csv(FOLDER / \"PP_data.csv\")\n", + "plt.sca(axs[0,0])\n", + "plt.hist(np.log10(PP_data[\"Pi\"].values), bins=20, edgecolor='black', alpha=0.7)\n", + "plt.vlines(np.log10(0.1), ymin=0, ymax=plt.gca().get_ylim()[1], colors=\"red\", linestyles=\"dashed\", label=\"SPP limit\")\n", + "plt.xlabel(\"log10(Pi)\")\n", + "plt.ylabel(\"# samples\")\n", + "plt.legend()\n", + "\n", + "axs[0,1].hist(np.log10(PP_data[\"tau\"].values), bins=20, edgecolor='black', alpha=0.7)\n", + "axs[0,1].set_xlabel(\"log10(tau)\")\n", + "axs[0,1].set_ylabel(\"# samples\")\n", + "\n", + "axs[1,0].hist(np.log10(PP_data[\"h_l\"].values), bins=20, edgecolor='black', alpha=0.7)\n", + "axs[1,0].set_xlabel(\"log10(h_l)\")\n", + "axs[1,0].set_ylabel(\"# samples\")\n", + "\n", + "axs[1,1].hist((PP_data[\"a\"].values), bins=20, edgecolor='black', alpha=0.7)\n", + "axs[1,1].set_xlabel(\"a [m2/m3]\")\n", + "axs[1,1].set_ylabel(\"# samples\")\n", + "\n", + "# axs[2,0].hist((PP_data[\"eps_g\"].values), bins=20, edgecolor='black', alpha=0.7)\n", + "# axs[2,0].xaxis.set_major_formatter(plt.FuncFormatter(lambda x, _: f\"{x*1e2:.3f}\"))\n", + "# axs[2,0].set_xlabel(\"eps_g [%]\")\n", + "\"\"\" added\"\"\"\n", + "axs[2,0].hist(np.log10(PP_data[\"eps_g\"].values), bins=20, edgecolor='black', alpha=0.7)\n", + "axs[2,0].set_xlabel(\"log10(eps_g)\")\n", + "axs[2,0].set_ylabel(\"# samples\")\n", + "\n", + "axs[2,1].hist((PP_data[\"d_b\"].values), bins=20, edgecolor='black', alpha=0.7)\n", + "axs[2,1].set_xlabel(\"d_b [mm]\")\n", + "axs[2,1].xaxis.set_major_formatter(plt.FuncFormatter(lambda x, _: f\"{x*1e3:.2f}\"))\n", + "axs[2,1].set_ylabel(\"# samples\")\n", + "\n", + "axs[3,0].hist((PP_data[\"u_g0\"].values), bins=40, edgecolor='black', alpha=0.7)\n", + "axs[3,0].set_xlabel(\"u_g0 [m/s]\")\n", + "axs[3,0].set_ylabel(\"# samples\")\n", + "\n", + "axs[3,1].hist((X[\"temperature\"].values), bins=40, edgecolor='black', alpha=0.7)\n", + "axs[3,1].set_xlabel(\"temperature [°C]\")\n", + "axs[3,1].set_ylabel(\"# samples\")\n", + "\n", + "# str_ranges = \"Input ranges:\\n\" + \"\\n\".join([f\"{names_dict.get(param, param)}: [{problem['bounds'][i][0]}, {problem['bounds'][i][1]}] {units_dict.get(param, '')}\" for i, param in enumerate(problem[\"names\"])])\n", + "str_ranges = \"Input ranges:\\n\" + \"\\n\".join([f\"{names_dict.get(param, param)}: {problem['bounds'][i]} {units_dict.get(param, '')}\" for i, param in enumerate(problem[\"names\"])])\n", + "\n", + "fig.text(0.5,0.9,str_ranges, fontsize=10, ha='center', va='bottom',)\n", + "# fig.text(0.5,0.88,\"Artificially increased breeder density (5000 kg/m³)\", fontsize=20, ha='center', va='bottom',)\n", + "\n", + "plt.suptitle(f\"{FOLDER} - n={len(PP_data)}\")\n", + "plt.savefig(FOLDER / \"postprocessing\" / \"distributions.png\")\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "id": "3d23d941", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "95% confidence interval for tau: [0.80 2.23 ] day\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "from scipy.stats import norm\n", + "\n", + "log_tau = np.log10(PP_data[\"tau\"].values)\n", + "plt.figure(figsize=(8,7))\n", + "plt.hist(log_tau, bins=40, edgecolor='black', alpha=0.7, density=True)\n", + "plt.xlabel(\"log10(tau)\")\n", + "plt.ylabel(\"Probability density\")\n", + "\n", + "# tau_mean = np.mean(log_tau)\n", + "# tau_std = np.std(log_tau)\n", + "log_tau_mean, log_tau_std = norm.fit(log_tau)\n", + "x = np.linspace(log_tau.min(), log_tau.max(), 100)\n", + "\n", + "pdf = norm.pdf(x, log_tau_mean, log_tau_std)\n", + "\n", + "# # equivalent \n", + "# gaussian = (1/(log_tau_std * np.sqrt(2 * np.pi))) * np.exp(-0.5 * ((x - log_tau_mean) / log_tau_std) ** 2)\n", + "# np.allclose(pdf, gaussian)\n", + "\n", + "\n", + "plt.plot(x, pdf, color='red', label='Gaussian fit')\n", + "\n", + "log_tau_95 = [log_tau_mean - 1.96*log_tau_std, log_tau_mean + 1.96*log_tau_std]\n", + "\n", + "plt.vlines(log_tau_95, ymin=0, ymax=plt.gca().get_ylim()[1], colors=\"green\", linestyles=\"dashed\", label=\"95% confidence\")\n", + "plt.legend()\n", + "\n", + "tau_95 = np.power(10,log_tau_95) * ureg.s\n", + "annotation = f\"time to remove 99% of the T inventory \\n(with 95% confidence): {np.log(100) * tau_95.to('days'):<5.2f}\"\n", + "plt.annotate(annotation, xy=(0.05, 0.99), xycoords='axes fraction', fontsize=10, verticalalignment='top')\n", + "\n", + "plt.suptitle(f\"{FOLDER} - Extraction speed distribution \\nn={len(PP_data)}\\n{str_ranges}\")\n", + "plt.tight_layout()\n", + "plt.savefig(FOLDER / \"postprocessing\" / \"tau_distribution_fitted.png\")\n", + "print(f\"95% confidence interval for tau: {tau_95.to('days'):<5.2f}\")\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "id": "a98242da", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "if CLEAN:\n", + " from scipy.stats import norm\n", + "\n", + " log_tau = np.log10(PP_data[\"tau\"].values)\n", + " plt.figure(figsize=(8,7))\n", + " plt.hist(log_tau, bins=40, edgecolor='black', alpha=0.7, density=True)\n", + " plt.xlabel(r\"$\\log_{10}(\\tau)$\")\n", + " plt.ylabel(\"Probability density\")\n", + "\n", + " # tau_mean = np.mean(log_tau)\n", + " # tau_std = np.std(log_tau)\n", + " log_tau_mean, log_tau_std = norm.fit(log_tau)\n", + " x = np.linspace(log_tau.min(), log_tau.max(), 100)\n", + "\n", + " pdf = norm.pdf(x, log_tau_mean, log_tau_std)\n", + "\n", + " # # equivalent \n", + " # gaussian = (1/(log_tau_std * np.sqrt(2 * np.pi))) * np.exp(-0.5 * ((x - log_tau_mean) / log_tau_std) ** 2)\n", + " # np.allclose(pdf, gaussian)\n", + "\n", + "\n", + " plt.plot(x, pdf, color='red', label='Gaussian fit')\n", + "\n", + " log_tau_95 = [log_tau_mean - 1.96*log_tau_std, log_tau_mean + 1.96*log_tau_std]\n", + "\n", + " plt.vlines(log_tau_95, ymin=0, ymax=plt.gca().get_ylim()[1]*1.1, colors=\"green\", linestyles=\"dashed\", label=\"95% confidence\")\n", + " plt.vlines(log_tau_mean, ymin=0, ymax=plt.gca().get_ylim()[1]*0.9, colors=\"orange\", linestyles=\"dashed\", label=\"Mean\")\n", + " plt.text(log_tau_mean, 0, rf\"$\\tau_{{\\text{{mean}}}} = {10**log_tau_mean/(24*3600):.2f} $ days\", verticalalignment='top', horizontalalignment='right', rotation=45, color=\"orange\")\n", + " plt.legend()\n", + "\n", + " tau_95 = np.power(10,log_tau_95) * ureg.s\n", + " annotation = f\"time to remove 99% of the T inventory: \\n{np.log(100) * tau_95.to('days'):<5.2f} (95% confidence)\"\n", + " plt.annotate(annotation, xy=(0.5, 0.98), xycoords='axes fraction', fontsize=12, verticalalignment='top', horizontalalignment='center', bbox=dict(boxstyle=\"round\", facecolor=\"g\", alpha=0.5))\n", + " plt.suptitle(\"Extraction time distribution \\nconsidering uncertainty on T diffusivity and salt temperature\")\n", + " plt.tight_layout()\n", + " plt.savefig(FOLDER / \"postprocessing\" / \"tau_distribution_fitted_clean.png\")\n", + " plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 67, + "id": "06885c6d", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import seaborn as sns\n", + "percentile = 95\n", + "threshold = np.percentile(PP_data[\"tau\"].values,percentile)\n", + "\n", + "for clip in [(1e4/3600, threshold/3600), None]:\n", + " if clip is None:\n", + " color = 'none'\n", + " edgecolor = 'grey'\n", + " else:\n", + " color = 'green'\n", + " edgecolor = 'none'\n", + " sns.kdeplot(PP_data[\"tau\"].values/3600, fill=True, clip=clip, color=color, edgecolor=edgecolor, alpha=0.5)\n", + " # plt.hist(PP_data[\"tau\"].values/3600, range=((PP_data[\"tau\"].values/3600).min(), threshold/3600), bins=20, fill=True, edgecolor='black', alpha=0.7, density=True, histtype=\"stepfilled\", color=\"C0\")\n", + " # plt.hist(PP_data[\"tau\"].values/3600, bins=20, fill=True, edgecolor='black', alpha=0.7, density=True, histtype=\"step\", color=\"C0\")\n", + "\n", + "# color area where log_tau > threshold\n", + "\n", + "# annotate the plot with the threshold\n", + "# plt.annotate(f'95% prob.: {threshold:.2f}', xy=(10**threshold, 0.3e-5), fontsize=10)\n", + "\n", + "plt.annotate(f'{percentile}%', xycoords='axes fraction', xy=(0.3, 0.3), fontsize=30, color='white', weight='bold')\n", + "\n", + "plt.xlabel(r'Characteristic time $\\tau$ [hours]', fontsize=12)\n", + "plt.ylabel(\"Probability density\", fontsize=12)\n", + "\n", + "threshold_in_days = threshold / (3600*24)\n", + "# plt.title(f\"There's a {percentile}% probability \\nthat the characteristic time is less than {threshold_in_days:.2f} days\", fontsize=12, loc='left', weight='bold')\n", + "plt.savefig(FOLDER / \"postprocessing\" / \"tau_distribution_kde.svg\")\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "a526a2ce", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "if CLEAN:\n", + " from scipy.stats import norm\n", + "\n", + " log_tau = np.log10(PP_data[\"tau\"].values)\n", + " plt.figure(figsize=(8,7))\n", + " plt.hist(log_tau, bins=40, edgecolor='black', alpha=0.7, density=True, histtype=\"stepfilled\")\n", + "\n", + "\n", + "\n", + " plt.xlabel(r\"$\\log_{10}(\\tau)$\")\n", + " plt.ylabel(\"Probability density\")\n", + "\n", + " # # equivalent \n", + " # gaussian = (1/(log_tau_std * np.sqrt(2 * np.pi))) * np.exp(-0.5 * ((x - log_tau_mean) / log_tau_std) ** 2)\n", + " # np.allclose(pdf, gaussian)\n", + "\n", + "\n", + " log_tau_95 = [log_tau_mean - 1.96*log_tau_std, log_tau_mean + 1.96*log_tau_std]\n", + "\n", + " # plt.vlines(log_tau_95, ymin=0, ymax=plt.gca().get_ylim()[1]*1.1, colors=\"green\", linestyles=\"dashed\", label=\"95% confidence\")\n", + " # plt.vlines(log_tau_mean, ymin=0, ymax=plt.gca().get_ylim()[1]*0.9, colors=\"orange\", linestyles=\"dashed\", label=\"Mean\")\n", + " # plt.text(log_tau_mean, 0, rf\"$\\tau_{{\\text{{mean}}}} = {10**log_tau_mean/(24*3600):.2f} $ days\", verticalalignment='top', horizontalalignment='right', rotation=45, color=\"orange\")\n", + " # plt.legend()\n", + "\n", + " tau_95 = np.power(10,log_tau_95) * ureg.s\n", + " annotation = f\"time to remove 99% of the T inventory: \\n{np.log(100) * tau_95.to('days'):<5.2f} (95% confidence)\"\n", + " # plt.annotate(annotation, xy=(0.5, 0.98), xycoords='axes fraction', fontsize=12, verticalalignment='top', horizontalalignment='center', bbox=dict(boxstyle=\"round\", facecolor=\"g\", alpha=0.5))\n", + " \n", + " # remove spines\n", + " plt.gca().spines['top'].set_visible(False)\n", + " plt.gca().spines['right'].set_visible(False)\n", + " plt.tight_layout()\n", + " plt.savefig(FOLDER / \"postprocessing\" / \"tau_distribution_fitted_clean.png\")\n", + " plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "id": "66ad0899", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# \"\"\" what is the impact of chosen correlation on performance prediction \"\"\"\n", + "log_tau_calderoni = [log_tau[i] for i in range(len(log_tau)) if PP_data[\"D_l_corr\"].values[i] == \"D_l\"]\n", + "log_tau_oishi = [log_tau[i] for i in range(len(log_tau)) if PP_data[\"D_l_corr\"].values[i] == \"D_l_oishi\"]\n", + "# log_tau_briggs = [log_tau[i] for i in range(len(log_tau)) if PP_data[\"h_l_corr\"].values[i] == \"h_l_briggs\"]\n", + "log_tau_concat = log_tau_calderoni + log_tau_oishi # + log_tau_briggs\n", + "\n", + "log_tau_bounds = [np.min(log_tau_concat), np.max(log_tau_concat)]\n", + "tau_bounds = np.power(10,log_tau_bounds) * ureg.s\n", + "\n", + "plt.figure(figsize=(8,7))\n", + "plt.hist([np.power(10, log_tau_calderoni)/3600, np.power(10, log_tau_oishi)/3600], bins=40, edgecolor='black', alpha=0.7,\n", + " density=False, label=[\"calderoni diffusivity\",\"oishi diffusivity\"], stacked=False, histtype='stepfilled')\n", + "\n", + "# plt.hist([log_tau_calderoni, log_tau_oishi], bins=40, edgecolor='black', alpha=0.7,\n", + "# density=False, label=[\"calderoni diffusivity\",\"oishi diffusivity\"], stacked=False, histtype='stepfilled')\n", + "# plt.vlines(log_tau_bounds, ymin=0, ymax=plt.gca().get_ylim()[1], colors=\"green\", linestyles=\"dashed\", label=\"bounds\")\n", + "# annotation = f\"time to remove 99% of the T inventory: {np.log(100) * tau_bounds.to('days'):<5.2f}\"\n", + "# plt.annotate(annotation, xy=(0.05, 0.99), xycoords='axes fraction', fontsize=10, verticalalignment='top')\n", + "# plt.xscale('log')\n", + "plt.xlabel(r\"$\\tau$ [hours]\")\n", + "plt.ylabel(\"# samples\")\n", + "\n", + "plt.legend()\n", + "plt.suptitle(f\"{FOLDER} - Impact of diffusivity correlation on estimated extraction time \\nn={len(PP_data)}\\n{str_ranges}\")\n", + "plt.tight_layout()\n", + "plt.savefig(FOLDER / \"postprocessing\" / \"tau_distribution_correlation.png\")\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "196075aa", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "\"\"\"\" visualize effect of the two higher sobol entries \"\"\"\n", + "x_name = \"temperature\"\n", + "y_name = \"flow_g_mol\"\n", + "c_name = \"tau\"\n", + "Y_plot = np.log10(Y[c_name])\n", + "\n", + "fig,axs = plt.subplots(1,1, figsize=(8,6))\n", + "plt.sca(axs)\n", + "plt.scatter(X[x_name], X[y_name], c=Y_plot, cmap=\"viridis\", vmin=Y_plot.min(), vmax=Y_plot.max())\n", + "\n", + "plt.title(f\"{FOLDER} - log10({c_name})\")\n", + "\n", + "plt.xlabel(x_name)\n", + "plt.ylabel(y_name)\n", + "plt.colorbar(cax=fig.add_axes([0.92, 0.15, 0.01, 0.7]))\n", + "\n", + "plt.savefig(FOLDER / \"postprocessing\" / \"scatter.png\")\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "c29735ed", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_160204/1391669839.py:27: OptimizeWarning: Covariance of the parameters could not be estimated\n", + " popt, _ = fit(polyn,df[x_names[i]].values, df[y_name].values, p0=p0)\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "\"\"\" impact of individual parameters\"\"\"\n", + "from scipy.optimize import curve_fit as fit\n", + "\n", + "shape = (4,1)\n", + "y_name = \"tau\"\n", + "x_names=[\"temperature\", \"flow_g_mol\", \"P_top\", \"nozzle_diameter\"]\n", + "n = len(x_names) - 1\n", + "# remove column if \"D_l_corr\" in PP_data.columns:\n", + "# X = X.drop(columns=[\"D_l_corr\"])\n", + "df = pd.DataFrame(pd.concat([PP_data, X], axis=1), columns=np.append(x_names, y_name))\n", + "\n", + "df_norm = pd.DataFrame()\n", + "for column in df.columns:\n", + " df_norm[column] = df[column] / df[column].max()\n", + "\n", + "def polyn(x, d, a, b):\n", + " return a * (x)**1 + b\n", + "\n", + "fig, axes = plt.subplots(*shape, figsize = (8, 30))\n", + "for i in range(len(x_names)):\n", + " # test = np.array(range(len(x_names))).reshape(shape)[0]\n", + " # idxs = tuple(np.argwhere(np.array(range(len(x_names))).reshape(shape) == i)[0]) \n", + " axes[i].set_ylabel(r\"$\\tau$ [hours]\")\n", + " axes[i].set_xlabel(names_dict.get(x_names[i], x_names[i]))\n", + " try:\n", + " p0 = [1, 1, 1]\n", + " popt, _ = fit(polyn,df[x_names[i]].values, df[y_name].values, p0=p0)\n", + " except RuntimeError:\n", + " p0 = [-20, 1, 1]\n", + " popt, _ = fit(polyn,df[x_names[i]].values, df[y_name].values,p0=p0, maxfev=50000)\n", + " d, a, b = popt\n", + " x_plot = np.linspace(df[x_names[i]].min(), df[x_names[i]].max(), 100)\n", + " y_plot = polyn(x_plot, *popt)\n", + " axes[i].plot(x_plot, y_plot/4600, linestyle='--', linewidth=3, color='red', label=\"Linear regression\") # f\"{a:.1e} * x^{d:.1e} + {b:.1e}\n", + " axes[i].scatter(df[x_names[i]], df[y_name]/3600, alpha=0.1, label=\"Samples\")\n", + " axes[i].legend()\n", + " axes[i].grid(False)\n", + "\n", + " \n", + " \n", + "# axes[0, 0].set_yticks(axes[0, 1].get_yticks())\n", + "# axes[0, 0].set_ylim(axes[0, 1].get_ylim())\n", + "# axes[n, n].set_xticks(axes[n-1, n].get_yticks())\n", + "# axes[n, n].set_xlim(axes[n-1, n].get_ylim())\n", + "\n", + "fig.text(0.5,0.885,str_ranges, fontsize=10, ha='center', va='bottom',)\n", + "plt.suptitle(f\"{FOLDER} - Tritium extraction time vs Inputs (normalized by max value)\\nfit {r\"$y = a \\cdot x + b$\"}\")\n", + "\n", + "# plt.tight_layout()\n", + "plt.savefig(FOLDER / \"postprocessing\" / \"tau_vs_inputs.png\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "def32e32", + "metadata": {}, + "outputs": [ + { + "ename": "KeyError", + "evalue": "\"['D_l_corr'] not found in axis\"", + "output_type": "error", + "traceback": [ + "\u001b[31m---------------------------------------------------------------------------\u001b[39m", + "\u001b[31mKeyError\u001b[39m Traceback (most recent call last)", + "\u001b[36mCell\u001b[39m\u001b[36m \u001b[39m\u001b[32mIn[28]\u001b[39m\u001b[32m, line 9\u001b[39m\n\u001b[32m 5\u001b[39m y_name = \u001b[33m\"tau\"\u001b[39m\n\u001b[32m 6\u001b[39m x_names=[\u001b[33m\"temperature\"\u001b[39m, \u001b[33m\"flow_g_mol\"\u001b[39m, \u001b[33m\"P_top\"\u001b[39m, \u001b[33m\"nozzle_diameter\"\u001b[39m]\n\u001b[32m 7\u001b[39m n = len(x_names) - \u001b[32m1\u001b[39m\n\u001b[32m 8\u001b[39m \u001b[38;5;66;03m# remove column if \"D_l_corr\" in PP_data.columns:\u001b[39;00m\n\u001b[32m----> \u001b[39m\u001b[32m9\u001b[39m X = X.drop(columns=[\u001b[33m\"D_l_corr\"\u001b[39m])\n\u001b[32m 10\u001b[39m df = pd.DataFrame(pd.concat([PP_data, X], axis=\u001b[32m1\u001b[39m), columns=np.append(x_names, y_name))\n\u001b[32m 11\u001b[39m \n\u001b[32m 12\u001b[39m df_norm = pd.DataFrame()\n", + "\u001b[36mFile \u001b[39m\u001b[32m~/anaconda3/envs/autoemulate_env/lib/python3.12/site-packages/pandas/core/frame.py:6288\u001b[39m, in \u001b[36mDataFrame.drop\u001b[39m\u001b[34m(self, labels, axis, index, columns, level, inplace, errors)\u001b[39m\n\u001b[32m 6284\u001b[39m weight \u001b[32m250.0\u001b[39m \u001b[32m150.0\u001b[39m\n\u001b[32m 6285\u001b[39m falcon speed \u001b[32m320.0\u001b[39m \u001b[32m250.0\u001b[39m\n\u001b[32m 6286\u001b[39m weight \u001b[32m1.0\u001b[39m \u001b[32m0.8\u001b[39m\n\u001b[32m 6287\u001b[39m \"\"\"\n\u001b[32m-> \u001b[39m\u001b[32m6288\u001b[39m return super().drop(\n\u001b[32m 6289\u001b[39m labels=labels,\n\u001b[32m 6290\u001b[39m axis=axis,\n\u001b[32m 6291\u001b[39m index=index,\n", + "\u001b[36mFile \u001b[39m\u001b[32m~/anaconda3/envs/autoemulate_env/lib/python3.12/site-packages/pandas/core/generic.py:4644\u001b[39m, in \u001b[36mNDFrame.drop\u001b[39m\u001b[34m(self, labels, axis, index, columns, level, inplace, errors)\u001b[39m\n\u001b[32m 4640\u001b[39m obj = self\n\u001b[32m 4641\u001b[39m \n\u001b[32m 4642\u001b[39m \u001b[38;5;28;01mfor\u001b[39;00m axis, labels \u001b[38;5;28;01min\u001b[39;00m axes.items():\n\u001b[32m 4643\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m labels \u001b[38;5;28;01mis\u001b[39;00m \u001b[38;5;28;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[32m-> \u001b[39m\u001b[32m4644\u001b[39m obj = obj._drop_axis(labels, axis, level=level, errors=errors)\n\u001b[32m 4645\u001b[39m \n\u001b[32m 4646\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m inplace:\n\u001b[32m 4647\u001b[39m self._update_inplace(obj)\n", + "\u001b[36mFile \u001b[39m\u001b[32m~/anaconda3/envs/autoemulate_env/lib/python3.12/site-packages/pandas/core/generic.py:4686\u001b[39m, in \u001b[36mNDFrame._drop_axis\u001b[39m\u001b[34m(self, labels, axis, level, errors, only_slice)\u001b[39m\n\u001b[32m 4682\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28;01mnot\u001b[39;00m isinstance(axis, MultiIndex):\n\u001b[32m 4683\u001b[39m \u001b[38;5;28;01mraise\u001b[39;00m AssertionError(\u001b[33m\"axis must be a MultiIndex\"\u001b[39m)\n\u001b[32m 4684\u001b[39m new_axis = axis.drop(labels, level=level, errors=errors)\n\u001b[32m 4685\u001b[39m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[32m-> \u001b[39m\u001b[32m4686\u001b[39m new_axis = axis.drop(labels, errors=errors)\n\u001b[32m 4687\u001b[39m indexer = axis.get_indexer(new_axis)\n\u001b[32m 4688\u001b[39m \n\u001b[32m 4689\u001b[39m \u001b[38;5;66;03m# Case for non-unique axis\u001b[39;00m\n", + "\u001b[36mFile \u001b[39m\u001b[32m~/anaconda3/envs/autoemulate_env/lib/python3.12/site-packages/pandas/core/indexes/base.py:7268\u001b[39m, in \u001b[36mIndex.drop\u001b[39m\u001b[34m(self, labels, errors)\u001b[39m\n\u001b[32m 7266\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m mask.any():\n\u001b[32m 7267\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m errors != \u001b[33m\"\u001b[39m\u001b[33mignore\u001b[39m\u001b[33m\"\u001b[39m:\n\u001b[32m-> \u001b[39m\u001b[32m7268\u001b[39m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mKeyError\u001b[39;00m(\u001b[33mf\u001b[39m\u001b[33m\"\u001b[39m\u001b[38;5;132;01m{\u001b[39;00mlabels[mask].tolist()\u001b[38;5;132;01m}\u001b[39;00m\u001b[33m not found in axis\u001b[39m\u001b[33m\"\u001b[39m)\n\u001b[32m 7269\u001b[39m indexer = indexer[~mask]\n\u001b[32m 7270\u001b[39m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28mself\u001b[39m.delete(indexer)\n", + "\u001b[31mKeyError\u001b[39m: \"['D_l_corr'] not found in axis\"" + ] + } + ], + "source": [ + "\"\"\" impact of individual parameters\"\"\"\n", + "from scipy.optimize import curve_fit as fit\n", + "\n", + "shape = (4,1)\n", + "y_name = \"tau\"\n", + "x_names=[\"temperature\", \"flow_g_mol\", \"P_top\", \"nozzle_diameter\"]\n", + "n = len(x_names) - 1\n", + "# remove column if \"D_l_corr\" in PP_data.columns:\n", + "X = X.drop(columns=[\"D_l_corr\"])\n", + "df = pd.DataFrame(pd.concat([PP_data, X], axis=1), columns=np.append(x_names, y_name))\n", + "\n", + "df_norm = pd.DataFrame()\n", + "for column in df.columns:\n", + " df_norm[column] = df[column] / df[column].max()\n", + "\n", + "def polyn(x, d, a, b):\n", + " return a * (x)**1 + b\n", + "\n", + "fig, axes = plt.subplots(*shape, figsize = (20, 13))\n", + "plt.sca(axes[0,0])\n", + "for i in range(len(x_names)):\n", + " test = np.array(range(len(x_names))).reshape(shape)[0]\n", + " idxs = tuple(np.argwhere(np.array(range(len(x_names))).reshape(shape) == i)[0]) \n", + " axes[idxs].set_ylabel(names_dict.get(y_name, y_name))\n", + " axes[idxs].set_xlabel(names_dict.get(x_names[i], x_names[i]))\n", + " try:\n", + " p0 = [1, 1, 1]\n", + " popt, _ = fit(polyn,df_norm[x_names[i]].values, df_norm[y_name].values, p0=p0)\n", + " except RuntimeError:\n", + " p0 = [-20, 1, 1]\n", + " popt, _ = fit(polyn,df_norm[x_names[i]].values, df_norm[y_name].values,p0=p0, maxfev=50000)\n", + " d, a, b = popt\n", + " x_plot = np.linspace(df_norm[x_names[i]].min(), df_norm[x_names[i]].max(), 100)\n", + " y_plot = polyn(x_plot, *popt)\n", + " axes[idxs].plot(x_plot, y_plot, linestyle='--', color='red', label=f\"a = {a:.3f}\") # f\"{a:.1e} * x^{d:.1e} + {b:.1e}\n", + " axes[idxs].legend()\n", + " axes[idxs].scatter(x_names[i], y_name, alpha=0.5, data=df_norm)\n", + " axes[idxs].grid(True)\n", + "\n", + " \n", + " \n", + "# axes[0, 0].set_yticks(axes[0, 1].get_yticks())\n", + "# axes[0, 0].set_ylim(axes[0, 1].get_ylim())\n", + "# axes[n, n].set_xticks(axes[n-1, n].get_yticks())\n", + "# axes[n, n].set_xlim(axes[n-1, n].get_ylim())\n", + "\n", + "fig.text(0.5,0.885,str_ranges, fontsize=10, ha='center', va='bottom',)\n", + "plt.suptitle(f\"{FOLDER} - Tritium extraction time vs Inputs (normalized by max value)\\nfit {r\"$y = a \\cdot x + b$\"}\")\n", + "\n", + "# plt.tight_layout()\n", + "plt.savefig(FOLDER / \"postprocessing\" / \"tau_vs_inputs.png\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "7421d057", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "\"\"\" plot tau vs temperature \"\"\"\n", + "df = pd.DataFrame(pd.concat([PP_data, X], axis=1), columns=np.append(x_names, y_name))\n", + "\n", + "\n", + "plt.scatter(df[\"temperature\"], df[\"tau\"]/3600, alpha=0.2)\n", + "plt.ylabel(r\"$\\tau$ [hours]\")\n", + "plt.xlabel(\"temperature [°C]\")\n", + "plt.tight_layout()\n", + "plt.savefig(\"figures/tau_vs_temperature.png\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "68aa1ebc", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import matplotlib.pyplot as plt\n", + "import seaborn as sns\n", + "df = pd.DataFrame(pd.concat([PP_data, X], axis=1), columns=[\"tau\", \"d_b\", \"u_g0\", \"eps_g\",\"temperature\"])\n", + "\n", + "# normalize dataframe values\n", + "# for column in df.columns:\n", + "# df[column] = df[column] / df[column].max() \n", + " \n", + "\n", + "# with regression\n", + "sns.set_theme(context=\"notebook\", style=\"ticks\")\n", + "p = sns.pairplot(df, kind=\"scatter\") # plot_kws=dict(scatter_kws=dict(alpha=0.01))\n", + "\n", + "plt.suptitle(f\"{FOLDER} - correlogram\")\n", + "plt.tight_layout()\n", + "plt.savefig(FOLDER / \"postprocessing\" / \"correlogram.png\")\n", + "plt.show()\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "0240fc71", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_146101/981884659.py:36: OptimizeWarning: Covariance of the parameters could not be estimated\n", + " popt, _ = fit(polyn,df_norm[columns[j]].values, df_norm[columns[i]].values, p0=p0)\n", + "/tmp/ipykernel_146101/981884659.py:36: OptimizeWarning: Covariance of the parameters could not be estimated\n", + " popt, _ = fit(polyn,df_norm[columns[j]].values, df_norm[columns[i]].values, p0=p0)\n", + "/tmp/ipykernel_146101/981884659.py:36: OptimizeWarning: Covariance of the parameters could not be estimated\n", + " popt, _ = fit(polyn,df_norm[columns[j]].values, df_norm[columns[i]].values, p0=p0)\n", + "/tmp/ipykernel_146101/981884659.py:36: OptimizeWarning: Covariance of the parameters could not be estimated\n", + " popt, _ = fit(polyn,df_norm[columns[j]].values, df_norm[columns[i]].values, p0=p0)\n", + "/tmp/ipykernel_146101/981884659.py:36: OptimizeWarning: Covariance of the parameters could not be estimated\n", + " popt, _ = fit(polyn,df_norm[columns[j]].values, df_norm[columns[i]].values, p0=p0)\n", + "/tmp/ipykernel_146101/981884659.py:36: OptimizeWarning: Covariance of the parameters could not be estimated\n", + " popt, _ = fit(polyn,df_norm[columns[j]].values, df_norm[columns[i]].values, p0=p0)\n", + "/tmp/ipykernel_146101/981884659.py:36: OptimizeWarning: Covariance of the parameters could not be estimated\n", + " popt, _ = fit(polyn,df_norm[columns[j]].values, df_norm[columns[i]].values, p0=p0)\n", + "/tmp/ipykernel_146101/981884659.py:36: OptimizeWarning: Covariance of the parameters could not be estimated\n", + " popt, _ = fit(polyn,df_norm[columns[j]].values, df_norm[columns[i]].values, p0=p0)\n", + "/tmp/ipykernel_146101/981884659.py:36: OptimizeWarning: Covariance of the parameters could not be estimated\n", + " popt, _ = fit(polyn,df_norm[columns[j]].values, df_norm[columns[i]].values, p0=p0)\n", + "/tmp/ipykernel_146101/981884659.py:36: OptimizeWarning: Covariance of the parameters could not be estimated\n", + " popt, _ = fit(polyn,df_norm[columns[j]].values, df_norm[columns[i]].values, p0=p0)\n", + "/tmp/ipykernel_146101/981884659.py:36: OptimizeWarning: Covariance of the parameters could not be estimated\n", + " popt, _ = fit(polyn,df_norm[columns[j]].values, df_norm[columns[i]].values, p0=p0)\n", + "/tmp/ipykernel_146101/981884659.py:36: OptimizeWarning: Covariance of the parameters could not be estimated\n", + " popt, _ = fit(polyn,df_norm[columns[j]].values, df_norm[columns[i]].values, p0=p0)\n", + "/tmp/ipykernel_146101/981884659.py:36: OptimizeWarning: Covariance of the parameters could not be estimated\n", + " popt, _ = fit(polyn,df_norm[columns[j]].values, df_norm[columns[i]].values, p0=p0)\n", + "/tmp/ipykernel_146101/981884659.py:36: OptimizeWarning: Covariance of the parameters could not be estimated\n", + " popt, _ = fit(polyn,df_norm[columns[j]].values, df_norm[columns[i]].values, p0=p0)\n", + "/tmp/ipykernel_146101/981884659.py:36: OptimizeWarning: Covariance of the parameters could not be estimated\n", + " popt, _ = fit(polyn,df_norm[columns[j]].values, df_norm[columns[i]].values, p0=p0)\n", + "/tmp/ipykernel_146101/981884659.py:36: OptimizeWarning: Covariance of the parameters could not be estimated\n", + " popt, _ = fit(polyn,df_norm[columns[j]].values, df_norm[columns[i]].values, p0=p0)\n", + "/tmp/ipykernel_146101/981884659.py:36: OptimizeWarning: Covariance of the parameters could not be estimated\n", + " popt, _ = fit(polyn,df_norm[columns[j]].values, df_norm[columns[i]].values, p0=p0)\n", + "/tmp/ipykernel_146101/981884659.py:36: OptimizeWarning: Covariance of the parameters could not be estimated\n", + " popt, _ = fit(polyn,df_norm[columns[j]].values, df_norm[columns[i]].values, p0=p0)\n", + "/tmp/ipykernel_146101/981884659.py:36: OptimizeWarning: Covariance of the parameters could not be estimated\n", + " popt, _ = fit(polyn,df_norm[columns[j]].values, df_norm[columns[i]].values, p0=p0)\n", + "/tmp/ipykernel_146101/981884659.py:36: OptimizeWarning: Covariance of the parameters could not be estimated\n", + " popt, _ = fit(polyn,df_norm[columns[j]].values, df_norm[columns[i]].values, p0=p0)\n", + "/tmp/ipykernel_146101/981884659.py:36: OptimizeWarning: Covariance of the parameters could not be estimated\n", + " popt, _ = fit(polyn,df_norm[columns[j]].values, df_norm[columns[i]].values, p0=p0)\n", + "/tmp/ipykernel_146101/981884659.py:36: OptimizeWarning: Covariance of the parameters could not be estimated\n", + " popt, _ = fit(polyn,df_norm[columns[j]].values, df_norm[columns[i]].values, p0=p0)\n", + "/tmp/ipykernel_146101/981884659.py:36: OptimizeWarning: Covariance of the parameters could not be estimated\n", + " popt, _ = fit(polyn,df_norm[columns[j]].values, df_norm[columns[i]].values, p0=p0)\n", + "/tmp/ipykernel_146101/981884659.py:36: OptimizeWarning: Covariance of the parameters could not be estimated\n", + " popt, _ = fit(polyn,df_norm[columns[j]].values, df_norm[columns[i]].values, p0=p0)\n", + "/tmp/ipykernel_146101/981884659.py:36: OptimizeWarning: Covariance of the parameters could not be estimated\n", + " popt, _ = fit(polyn,df_norm[columns[j]].values, df_norm[columns[i]].values, p0=p0)\n", + "/tmp/ipykernel_146101/981884659.py:36: OptimizeWarning: Covariance of the parameters could not be estimated\n", + " popt, _ = fit(polyn,df_norm[columns[j]].values, df_norm[columns[i]].values, p0=p0)\n", + "/tmp/ipykernel_146101/981884659.py:36: OptimizeWarning: Covariance of the parameters could not be estimated\n", + " popt, _ = fit(polyn,df_norm[columns[j]].values, df_norm[columns[i]].values, p0=p0)\n", + "/tmp/ipykernel_146101/981884659.py:36: OptimizeWarning: Covariance of the parameters could not be estimated\n", + " popt, _ = fit(polyn,df_norm[columns[j]].values, df_norm[columns[i]].values, p0=p0)\n", + "/tmp/ipykernel_146101/981884659.py:36: OptimizeWarning: Covariance of the parameters could not be estimated\n", + " popt, _ = fit(polyn,df_norm[columns[j]].values, df_norm[columns[i]].values, p0=p0)\n" + ] + }, + { + "data": { + 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "from scipy.optimize import curve_fit as fit\n", + "\n", + "columns=[\"tau\", \"d_b\", \"u_g0\", \"eps_g\",\"temperature\",\"flow_g_mol\"]\n", + "n = len(columns) - 1\n", + "df = pd.DataFrame(pd.concat([PP_data, X], axis=1), columns=columns)\n", + "df_norm = pd.DataFrame()\n", + "for column in df.columns:\n", + " df_norm[column] = df[column] / df[column].max()\n", + "\n", + "def polyn(x, d, a, c):\n", + " return a * (x)**1 + c\n", + "\n", + "fig, axes = plt.subplots(len(columns), len(columns), figsize = (16, 12), tight_layout=False)\n", + "\n", + "for i in range(len(columns)):\n", + " for j in range(len(columns)):\n", + " \n", + " if j == 0:\n", + " axes[i, j].set_ylabel(names_dict.get(columns[i], columns[i]))\n", + " else:\n", + " axes[i, j].set_yticklabels([])\n", + " \n", + " if i == len(columns)-1:\n", + " axes[i, j].set_xlabel(names_dict.get(columns[j], columns[j]))\n", + " else:\n", + " axes[i, j].set_xticklabels([])\n", + " # If this is the main diagonal, add histograms\n", + " if i == j:\n", + " pass\n", + " # axes[i, j].hist(columns[j], bins=15, alpha=0.5, data=df_norm)\n", + " # axes[i,j].grid(False)\n", + " # If this is the upper/lower triangle, add scatter plots with regression\n", + " else:\n", + " try:\n", + " p0 = [1, 1, 1]\n", + " popt, _ = fit(polyn,df_norm[columns[j]].values, df_norm[columns[i]].values, p0=p0)\n", + " except RuntimeError:\n", + " p0 = [-20, 1, 1]\n", + " popt, _ = fit(polyn,df_norm[columns[j]].values, df_norm[columns[i]].values,p0=p0, maxfev=50000)\n", + " d, a, b = popt\n", + " x_plot = np.linspace(df_norm[columns[j]].min(), df_norm[columns[j]].max(), 100)\n", + " y_plot = polyn(x_plot, *popt)\n", + " color = \"r\" if j >= len(columns)-2 else \"b\"\n", + " axes[i, j].plot(x_plot, y_plot, linestyle='--', color='red', label=f\"a={a:.3f}\") # f\"{a:.1e} * x^{d:.1e} + {c:.1e}\n", + " axes[i, j].legend()\n", + " axes[i, j].scatter(columns[j], columns[i], alpha=0.05, data=df_norm, color=color)\n", + " axes[i,j].grid(True)\n", + "\n", + " \n", + " \n", + "axes[0, 0].set_yticks(axes[0, 1].get_yticks())\n", + "axes[0, 0].set_ylim(axes[0, 1].get_ylim())\n", + "axes[n, n].set_xticks(axes[n-1, n].get_yticks())\n", + "axes[n, n].set_xlim(axes[n-1, n].get_ylim())\n", + "\n", + "plt.suptitle(f\"{FOLDER} - correlogram normalized by max value, fit {r\"$y = a \\cdot x + c$\"}\")\n", + "plt.tight_layout()\n", + "plt.savefig(FOLDER / \"postprocessing\" / \"correlogram_norm_fit.png\") " + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "autoemulate_env", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.13" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/data_processing/sensitivity.ipynb b/data_processing/sensitivity.ipynb new file mode 100644 index 0000000..a1951b7 --- /dev/null +++ b/data_processing/sensitivity.ipynb @@ -0,0 +1,468 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 4, + "id": "34bbbb98", + "metadata": {}, + "outputs": [], + "source": [ + "from autoemulate import AutoEmulate\n", + "import torch\n", + "import pandas as pd\n", + "from pathlib import Path\n", + "from sparging.config import ureg\n", + "\n", + "# FOLDER = Path(\"/home/monroe/libra_pi/libra_sparging/20260422_164947\")\n", + "FOLDER = Path(\"datasets/20260424_131925\")\n", + "t_residual = 7 * ureg.day\n", + "\n", + "# model = AutoEmulate.load_model(FOLDER / \"GaussianProcessRBF_1_20260422_165335.joblib\")\n" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "9e04a7db", + "metadata": {}, + "outputs": [], + "source": [ + "X = pd.read_csv(FOLDER / \"simulator_inputs.csv\")\n", + "Y = pd.read_csv(FOLDER / \"simulator_outputs.csv\")\n", + "Z = torch.tensor(Y.values, dtype=torch.float32)" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "e25078c0", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_83803/3239760125.py:29: UserWarning: This figure includes Axes that are not compatible with tight_layout, so results might be incorrect.\n", + " fig.tight_layout()\n" + ] + }, + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import matplotlib.pyplot as plt\n", + "import numpy as np\n", + "\n", + "y_log = True\n", + "x_name = \"log(K_s)\"\n", + "y_name = \"log(h_l)\"\n", + "c_name = f\"log(residual_{t_residual:.0f})\"\n", + "Y_plot = [Y[c_name] if y_log is True else np.power(10, Y[c_name]), Y[\"tau_exp\"].values]\n", + "\n", + "fig,axs = plt.subplots(1,2, figsize=(12,6))\n", + "plt.sca(axs[0])\n", + "plt.scatter(X[x_name], X[y_name], c=Y_plot[0], cmap=\"viridis\", vmin=Y_plot[0].min(), vmax=Y_plot[0].max())\n", + "\n", + "plt.title(f\"{FOLDER} - {\"log\" if y_log else \"\"} residual after {t_residual:.0f}\")\n", + "\n", + "plt.xlabel(x_name)\n", + "plt.ylabel(y_name)\n", + "plt.colorbar(cax=fig.add_axes([0.42, 0.15, 0.01, 0.7]))\n", + "\n", + "plt.sca(axs[1])\n", + "plt.scatter(X[x_name], X[y_name], c=Y_plot[1], cmap=\"viridis\", vmin=Y_plot[1].min(), vmax=Y_plot[1].max())\n", + "\n", + "plt.title(f\"{FOLDER} - tau exp [s]\")\n", + "\n", + "plt.xlabel(x_name)\n", + "plt.ylabel(y_name)\n", + "\n", + "plt.colorbar(cax=fig.add_axes([0.92, 0.15, 0.01, 0.7]))\n", + "fig.tight_layout()\n", + "plt.savefig(FOLDER / \"postprocessing\" / \"scatter.png\")\n", + "\n", + "# plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "b3664fc7", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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c+ZuoREXXla7doj7XevbsmaM0JtY6de7oXpmfKdxVV13lSoFUmqe8RyVAyrPVPEGlfJFyyyMLk3ceNIGKinx104usFpDIz37++WdXHKliSLXh0A1UB8Wrz1Vx5/7Mnz/fdS0V3bg+++wztw7VOYavQ3WqKtZVcaBuDvpZU3jbERULqopGF7Uy3fBJdcEqut0fFeWqflIZkk4kBWC6aFRtFJ5mfffcLnztw7POOsvtlw8++CCqzYjWqUwvvG1NeICjtjqRdLNRka5urqobVhVX5DpFRabKED3KcDt16pQjc9GyCgJjBakq2vW2r++pG5guHqVX+1aTzg9l3ppPS0uLGbzq+6va4N13381RNaJudTp+qtpT8by3Tq8aRfP7K5Y+UKpGUQClbt66gWjfKuMoDAVwN998syu2rVevXnZViVeVpLYLkZTZKYNScbBujLGOdySdw6om0HHLrWu6FwBFnvuq2tgfBZW67nSeq+hd21Fxd2FFttfyzoH85Am5idxPus5z+zyyy7fklqfp3NN5qe+s81rd9CP3oQIVicxDFFTmh9at8yM/aYqUn7wvP/Kb1tzS5X0WK++IJ60/VlqVX8TaflGca7XysU6ddwoi8zPl5wFZ1YHhgbCXhlj7O7f7RKlpo6LGS4rUYjXyivxMjQV1U1Hpgup+w+s380v1zcoI9OQf/rQT3qDUo6BIk55+lKEqQ1E9qjIA1b16DfdiNQaV8Bt4bnTzUN22Jt00lUHoJqY6RNW168avEgGdVGowGStIUemQ6jJ1E4qsXwxvm7JkyRLXiNjjBVOR6/WClEmTJrlGxnpijxRrO+F/H/5kr+1rv2t74RmS0iPe9lVfr7/VE2Yk7QudKxpDRscgPEjR99f58P7772fX53r0/RRQqv5fUyStU0FYrONfFHROqL43v6V/sc4XNbpT6YOOuc5BZbI6X9RuK7L9jYIUtZfSflUJX0Ha53glI3k19FVmHvkEp4bh+6P2DGpcWpyU+ccKdIvqRphbnqbARo0TlQ/pKVpPvAoIYtExLcxTrfIlBf75SVMs+8v78qMgT+B55f/eDdTLryOPYX4eCPOi9av9XySvMbausSB47rnn8t22LT+lmrHyaS9fbt26dfbnCqbVblLja5XaQEU9ExTdKfi4//77s09GDayl4vpYJ374E7N2tkpGImmZWBGu1qHMPryYTcupNX1utKxu8LrBqJGXSgt0sapo2Gv8Gx4AxJJbesKpGkmNblUyokxBT6s6YRSo6Ak0tyBFRbMqSVFRfSxq9Kb9qpKR8HR6rejDG8lqf6qng4KUJ554ItcLQzdHNepTiZSKZ9X6XVRqoydqlSB4FAiosbAuNBU7hm9fjY2VPi+dKnGIpH2tDFtVOhqILjxA1ffXzVffX0FHJAVGsdaphqNKp4pAizMjUqaqjECN8Q6EN4Cb6HxUkBoZiKkUTkGKzk8FKeHB/f6oUbeqELVvwvd5JN10izvgKCz17vnmm2+iiv0LPZjVfuSWpykAUJ6ihxCVdCnYVuDvldjEg9b76quv2vTp03NUVaixcUHklvfFoxQhnKpCVQUeXv2jtCqwV4mkeD0ldQzDg2F9x8Lktx6VYKvRrQITrxRFVN2tYxSel/np3D+qfuJBJSkqKQ3vVanjrHxd+XJ4o+v//ve/7hpRVWapDVRE9e26San4Xl3vlLGqJb2CGBU5efR7XcyK7NQSW8WtEydOdDfsSMrElVHo9xqxVJGjMlTVBeqJVPWfqoPV05SqXiJ7UqhVvTIxLa+W0dqW16tIN0fRBauLV8W0aqGugEtPSeoaq5ujbtBe6YBXqqDMX1Uzyrz0mU4+lSgobV73TLX81k1Fxfq6Gav1emS1jy5CPUUrk9PyinrDi/G0Lq9LoIrsFCioaF3zqvrSCa8W9io5CY+edeKqFOWaa65x6Qtfp/ZReDCk/aYMUelQAKKgRzdL3YzD26io/lltXdSDQRnfSSed5Eo/1C5CVRhekaKCilhFwNpXeuoJH61V1QXecVCvL1104VUUXndX/W2sUV51MSoteY0AmxsFNyrZ043HKwnSxSw6F5S5bdu2zZ2vOs90HBWQqRRFxed6IozszaGnVq/bpQI/BYzeOrW/vCBDAYeOnW5sWkZPzbpWdP1cf/312etT+xUdGz0p6njqZ6/9lSi480pXVJqnwETBk/a/Sq/0BK1zTwFrYXsyBI1KLnQNqPpM1ZM6buqZE1kKFy/abzoHtH9VfanjpGOrXnEenQ9qF6TgRb3ndDPWeaW2RwpqCttrSe32VPqo/3V9eNWiage3P/nJ+xRA6JycNm2au9HrGlZQ6wUTBaUAQQGV8iTdLFXlrIcP7TNdT951oABFvYCU3+nBRAHGp59+mu/8PxZdiyph1/Wic0PfRfm6ekmpGrow54eu0y5durh1x2sUXOWBsYak2B8FfyoVV1sq5YfKMxRA61oP79Gk81XfV9eJesXqPqs8VcvoPPYeKAskdJBRrxENZKVeIE2aNHEtk2O1ENeIpMcdd5xrEa8BwW699dbQjBkzolp9q7W8Rr+sUaOGa1Eevh6NEKpeKGrpfdhhh4XGjh0beuaZZ3K0KFcLbvWOUMtxLaceQeqJoXSGU8+FBx54IDtNGsH1qKOOCv31r38N/fDDDzkG5VLLaa93htciXaPJqjeKRhH1vrsGVtPycuedd8Zsve61Fs9tCu/F4Hn44Yddy21vO9q/kYOmaVu5rTNWOtRLRPtFreM1/elPf3KjjUbSdrQ9bVfbVzo0mm1+xOr1s78W8Psb0OpAev3ktY+882f37t1udEdvVN9y5cq53h19+vTJMcBeeHry8120b9VLTr0hdF4effTR7vyLPI5eD4XcpvBeDzr3NSKxegIonRrlVr1R1IuquAZ8i1TQXj/qabe/v09LSwvddtttbkRj9X7SeaueJrn1+olcZ24DZ0WeS961OW7cuNDo0aPdcdc537Zt25j7VMtrRGLlZxpYUSMTK0/QaNKR30cDOuaXenSot5vOP+U7mlevsP31+slv3jdr1iz3nbxebd4+zGuAsdx6/ej6Vm8j9XjTvlLPv8jeVfL999+7fFTnv/aTemZphOaC5P+xeitpJGcNBKlRWLV95eeReUhuxyDWIHq6T5mZG9m1sIMDFmRAvbyoV1OLFi3cOarzS/v7uuuuc739YtFo1969+NBDDw3deOONrjdmYSTon4KHNyhpVNqhRrax2lcAAIJHpRAvv/yyK5HI7Z06pcFBVfWD3Kl4GgBQcqjq/+9//3upDlKEEhUgjtSGwBsbpiCjPQIADvJxVIAgUHffyLEsIqfId4wAAHJHiQoQR+qaGPkSu0jx7kIKAAczAhUAABBYVP0AAIDAKtGt+tRoUcXsGjTIj5fEAQCAgtPIKBqUUIP05fV6jRIfqChIiXxTJQAAKBk0gvX+3h1WogMV72V9+qLeO2IAAECw6TUQKmjI10t3rQTzqnsUpBCoAABQsuSn2QaNaQEAQGARqAAAgMAiUAEAAIFVotuoAABKj71791p6errfyUA+6HUhZcuWtXggUAEABH7MjQ0bNtjvv//ud1JQADVq1LBDDz30gMc5I1ABAASaF6TUrVvXkpKSGOCzBASWO3futE2bNrmf69evf0DrI1ABAAS6uscLUmrVquV3cpBPlSpVcv8rWNGxO5BqIBrTAgACy2uTopIUlCzeMTvQdkUEKgCAwON9bqX3mBGoAACAwCJQAQDgINKvXz+74IILsn/u3LmzDRky5IDWOXnyZNeLxw8EKgAAFAE1JP3rX/9qTZo0scTERNdVt3v37vb5559nL9OsWTNXRaJJbTqOPvpoe+KJJ3IECAl//F6TetBccskltmrVqnyn4/XXX7d//OMfB/RdLr30Uvv++++zfx41apQdf/zxVhzo9QMAQBHo1auXa0j63HPP2WGHHWYbN260Dz/80LZu3ZpjubvvvtsGDhxoO3bscIHJdddd50ovFByIXrq7YsUK1+33u+++c8HPeeedZ4sXL85Xb5qaNWtaPHrxeD15ihslKgAAxJm6VH/66ac2btw469KlizVt2tROPvlkGz58uPXs2TPHslWrVnWlLS1atLAxY8bYEUccYW+++Wb27xMSEtzvVZqidY0cOdKWLl1qP/74Y77SEln1o1Icbefqq6+2KlWquLRNmzbNkpOT7fzzz3efHXPMMbZw4cKYVT+aHz16tH399dfZJT36rKgQqAAASqbU1Nyn3bvzv+yuXflbtgB0s9ekgCMtLa1Af1uxYsU8u/RW+qNk40C6/T744IPWsWNHW7RokQucrrrqKhe49OnTx7766isXNOlnleJEUknPLbfcYm3atLH169e7ySv9KQoEKgCAkqlKldynXr1yLlu3bu7L9uiRc9lmzWIvVwDlypVzpQyq9lFJhIKCESNG2DfffJPr32RkZLi/WbJkiZ155pkxl1m3bp3df//91qhRI2vZsqUV1tlnn+2qkFR6c9ddd9n27dvtpJNOst69e7v13n777bZ8+XJXXRUrUFIQpu+okh5NRVktRKACAEARtVH59ddfbfr06a4R7ezZs+2EE06IqiZRUKAbv272gwcPtltvvdUFEZ5t27a531euXNkaN25se/bscQ1kK1SoUOi0HXvssdnz9erVc/+ruifyM28YfD/RmBYAUDLt2JH77yIbmeZ1wy0T8cy+erXFi6pxzjrrLDep5GLAgAGujYm6EHsUmOhn9fpRO5TIgdKqVq3qqmPKlCnjAggFLPF4u7HH216szzKXLDHbs8csM9P8QqACACiZCnLDLqplC6h169Y5GspK7dq1XZuQ3JQpUybP3/tBpTl6D1NxIFABACDOtmzZ4tp7XHPNNa6aRaUi6kUzfvx417OmpGvWrJkby0VdpNVeRt9PY8UUBQIVAADiTG1K2rdv73rXrFy50vXQUfsSjZeiRrUHQ/ub119/3XWXVlfsSZMm5ajOiqeEUKy+RyVESkqKVa9e3TU00oA4AICDy+7du92Te/PmzV17DxQjVe0sWpQ137ZtdLufAzh2Bbl/0+sHAAAEFoEKAAAILNqoAACAaOqiXL36vnmfEKgAAIDY48sccYT5jaofAEDgleB+H6VWKE7HrIzf/bC9Ny+GTxpCGAAAb7TUnTt3sjNKGO+YhY94W+KqfhYsWJBjZDu9tlrDDGuQHAAAypYt617q571zRsPMRw4xjyKi+/N332XNH3VUvrsnqyRFQYqOmY6djmGJDVTq1KmT4+f77rvPDj/8cOvUqZNvaQIABIvezhuUF+SVKpmZZsnJWfMaByXynUj7oSDFO3YHRWNavQ3yxRdftKFDh+YaLaelpbkpfMAYFI3k5OQi2b8a2CcyQAWAvOieoJf11a1b143wimKiqpuePbPmv/pKxVn5/lNV9xxoSUrgAhW9pEnD8OY1BO/YsWNt9OjRxZqu0hqk9Ok/wLZuj3+dcM2qSfbipKcJVgAUmG588br5IZ9VP2vWZM3rPT4+jQwcmEDlmWeesR49eliDBg1yXWb48OGuxMWjJ369OwHxpf2qIKVOh15WuWa9uK03detGS/58qls/pSoAgBITqKxZs8ZmzZrlXnCUF72ZsajezohoClKq1W0U113zR20nAAAlZxwVvXVRdY89vbowAACAIJSoZGZmukClb9++Vq6c78kBAACiXj5eL9wC9viJJ98jA1X5/Pzzz3bNNdf4nRQAAOCpVMls9mzzm++BSrdu3RgaGQAABLeNCgAAQCwEKgAAIFpqqoaQz5o0X1qrfgAAQEBt3ux3CihRAQAAwUXVDwAACCwCFQAAEFgEKgAAILAIVAAAQGDR6wcAAETTsPnt2u2b9wmBCgAAiD2E/oIF5jeqfgAAQGARqAAAgMAiUAEAANF27jRr1ixr0rxPaKMCAACihUJma9bsm/cJJSoAACCwCFQAAEBgEagAAIDAIlABAACBRaACAAACi14/AAAgWkKCWevW++Z9QqACAACiJSWZLVtmfqPqBwAABBaBCgAACCwCFQAAEE3D5rdpkzUxhD4AAAiUUMjs22/3zfuEEhUAABBYBCoAACCwCFQAAEBgEagAAIDAIlABAACBxci0AAAgmobNb9p037xPCFQAAEDsIfRXrza/UfUDAAACi0AFAAAEFoEKAACItmuX2UknZU2a9wltVAAAQLTMTLOFC/fN+4QSFQAAEFi+Byq//PKL9enTx2rVqmVJSUl2/PHH25dfful3sgAAQAD4WvXz22+/WceOHa1Lly42Y8YMq1u3rq1cudJq1KjhZ7IAAEBA+BqojBs3zho3bmyTJk3K/qxZs2Z+JgkAAASIr4HK9OnTrXv37ta7d2+bM2eONWzY0AYNGmQDBw6MuXxaWpqbPCkpKcWYWgAHIjk5Oe7XbLVq1axOnTpxXSeAYPE1UPnpp59s4sSJNnToUBsxYoTNnz/fbrzxRktMTLSrr746avmxY8fa6NGjfUkrgAMLUvr0H2Bbt++M626sWTXJXpz0NMEKUFRq17ZSHahkZmZau3bt7N5773U/t23b1pYtW+aCl1iByvDhw11Q49HTmaqOAASbrlUFKXU69LLKNevFZZ2pWzda8udT3bopVQGKQOXKesqwUh2o1K9f31q3bp3js1atWtnUqVNjLq+SFk0ASiYFKdXqNorb+vzPQgEc1N2T1eNnxYoVOT77/vvvran3tkYAAFCq+Rqo3HzzzfbFF1+4qp8ff/zRXnrpJXvyySdt8ODBfiYLAADs2mXWuXPWVFqH0D/ppJPsjTfecG1P7r77bmvevLk99NBDduWVV/qZLAAAkJlpNmeO70Po+/6un3POOcdNAAAAgRtCHwAAIDcEKgAAILAIVAAAQGARqAAAgMDyvTEtAAAIqKQkv1NAoAIAAHIZQj811fxG1Q8AAAgsAhUAABBYBCoAACDa7t1mPXtmTZr3CY1pAQBAtL17zd59d9+8TyhRAQAAgUWgAgAAAotABQAABBaBCgAACCwCFQAAEFgEKgAAILDongwAAGIPoR8Kmd8oUQEAAIFFoAIAAAKLQAUAAETTsPm9e2dNPg6hT6ACAACiadj8//43a2IIfQAAgGiUqAAAgMAiUAEAAIFFoAIAAAKLQAUAAAQWgQoAAAgshtAHAADRkpLMduzYN+8TAhUAABAtISHrfT8+o+oHAAAEFoEKAACIlpZm1q9f1qR5nxCoAACAaBkZZs89lzVp3icEKgAAILAIVAAAQGARqAAAgMAiUAEAAIFFoAIAAALL10Bl1KhRlpCQkGM69NBD/UwSAAAIEN9Hpm3Tpo3NmjUr++eyZcv6mh4AAGBZw+Zv2pS1K0rzEPrlypWjFAUAgCAOoV+njt+p8D9Q+eGHH6xBgwaWmJho7du3t3vvvdcOO+ywmMumpaW5yZOSklKMKQVQWiQnJ8c9f6lWrZrViXOmX1LSCZTYQEWByfPPP28tW7a0jRs32pgxY+zUU0+1ZcuWWa1ataKWHzt2rI0ePdqXtAIoHXTz79N/gG3dvjOu661ZNclenPR03IKAkpJOlGBpaWZDh2bNT5hglphY+gKVHj16ZM8fc8wx1qFDBzv88MPtueees6HezgkzfPjwHJ/rSaJx48bFll4ABz/lK7r51+nQyyrXrBeXdaZu3WjJn091645XAFBS0okSLCPD7LHHsubHjy+dgUqkypUru4BF1UGxqHpIEwAUeX5Us55Vq9sobutLttKdTuCgGEdF7U+WL19u9evX9zspAACgtAcqw4YNszlz5tiqVavsf//7n1188cWuyLFv375+JgsAAASEr1U/69ats8svv9w2b97s6kNPOeUU++KLL6xp06Z+JgsAAASEr4HKK6+84ufmAQBAwAWqjQoAAEBge/0AAICAqFTJbNWqffM+IVABAADRypQxa9bM/EbVDwAACCwCFQAAEG3PHrNbb82aNO8TAhUAABAtPd3sgQeyJs37hEAFAAAEFoEKAAAILAIVAAAQWAQqAAAgsAhUAABAYBGoAACAwIrLyLS///671ahRIx6rAgAAQVCpktnSpfvmS0qJyrhx42zKlCnZP19yySVWq1Yta9iwoX399dfxTh8AAPBrCP02bbImzfukwFt+4oknrHHjxm7+gw8+cNOMGTOsR48edqtGrwMAAPCr6mf9+vXZgcrbb7/tSlS6detmzZo1s/bt28crXQAAwE8aNv/ee7PmR4wwq1ChZJSoHHLIIbZ27Vo3P3PmTOvataubD4VCtnfv3vinEAAAFD8Nmz96dNbk4xD6BS5Rueiii+yKK66wI444wrZs2eKqfGTx4sXWokWLokgjAAAopQocqDz44IOumkelKuPHj7cqVapkVwkNGjSoKNIIAABKqQIHKuXLl7dhw4ZFfT5kyJB4pQkAAMApVH+jF154wU477TRr0KCBrVmzxn320EMP2bRp0wqzOgAAgPgEKhMnTrShQ4e6tika6M1rQKsB3xSsAAAA+BaoPPLII/bUU0/ZHXfcYWXLls3+vF27drZkyZK4JQwAAKDAbVRWrVplbdu2jfo8MTHRUlNT2aMAABwMKlY0mz9/33xJCVSaN2/uuiI3bdo0x+canbZ169bxTBsAAPCLak1OOsn8VuBARcPkDx482Hbv3u0GeZs/f769/PLLNnbsWHv66aeLJpUAAKBUKnCg0r9/f8vIyLDbbrvNdu7c6QZ/0wsJH374YbvsssuKJpUAAKD4h9B/+OGs+Ztu8m0I/QIHKjJw4EA3bd682TIzM61u3brxTxkAAPCPhs2/7baseQ3oWpICFU/t2rXjlxIAAIDCBCrq5ZOQkJCfRe2rr77K13IAAABxCVQuuOCC/CwGAABQ/IHKyJEj47tVAACAomyjsnDhQlu+fLmrEmrVqpWdeOKJhV0VAABAfAKVdevW2eWXX26fffaZe7+P6J0/p556qhtPpXHjxgVdJQAAQHze9XPNNddYenq6K03ZunWrmzSvwd+uvfbagq4OAAAEUcWKZh9/nDWVpCH0586da/PmzbMjjzwy+zPN62WFHTt2jHf6AACAX0Pod+5sJa5EpUmTJq5EJZJGq9UItQAAAL4FKuPHj7cbbrjBNaZVdY9o/qabbrIHHnig0AnRu4LUMHfIkCGFXgcAAIgTFUr8+99ZU4wCisBW/fTr18+946d9+/ZWrly57NIUzav9iiaP2q/kx4IFC+zJJ5+0Y489tqDJAQAARfWun+uvz5rv18+sfHkrEYHKQw89FNcE7Nixw6688kp76qmnbMyYMXFdNwAAKNkKHKj07ds3rgkYPHiw9ezZ07p27brfQCUtLc1NnpSUlLimBSiJkpOT434tVKtWzerUqRPXdZZ26Xv22Jo1a+K2Pq0rIz0jbutDFq6ng2jAt02bNrlJb08OV5Dqm1deecW9G0hVP/ltxzJ69OgCpxU4mDPVPv0H2NbtO+O63ppVk+zFSU8TrMRJ2o5ttnrVTzZkxChLTEyMyzp379pp635Zb018bDtwsOF6OkgClS+//NKVqnhjp4RTY9i9e/fmaz1r1651DXDff/99q5jP/tnDhw+3oUOHZv+sp0gGmENppmtAQUqdDr2scs16cVln6taNlvz5VLduSlXiIz1tl2UmlLPap1xktRo0jcs6N61camvWPmt7MwhU4oXr6SAJVPr3728tW7a0Z555xurVq5fvtyrHCnhUIhM+9L6CnE8++cQeffRRV8VTVn24w+hJJF5PI8DBREFKtbqN4ra+5LitCeGSDqkTt+O0Y8sGdm4R4Xoq4YHKqlWr7PXXX7cWLVoc0IbPPPNMW7JkSVQQdNRRR9ntt98eFaQAAIDSp1xhAoyvv/76gAOVqlWr2tFHH53js8qVK1utWrWiPgcAAMVMNRhvv71vvqQEKk8//bRro7J06VIXUJSP6Fd93nnnxTN9AADADxorrWdP/5NR0D/Qe34+/fRTmzFjRtTvCtKYNpbZs2cX+m8BAMDBp8BD6N9444121VVX2fr1613X5PDpQIIUAAAQIOnpZpMnZ00laQj9LVu22M033+x6/AAAgIN4CP3+/bPme/f2bQj9ApeoXHTRRfbxxx8XTWoAAAAOpERFY6ho4DW1UznmmGOiGtOqaggAAMC3Xj9VqlSxOXPmuCmyMS2BCgAA8HXANwAAgEC2UQEAAAj025PXrVtn06dPt59//tn2qFVwmAkTJsQrbQAAoJQrcKDy4YcfutFnmzdvbitWrHCj065evdq9SfmEE04omlQCAIDipWHzX31133xJqfpRj59bbrnFDaFfsWJFmzp1qq1du9Y6depkvdXPGgAAHBxD6PfunTVpvqQEKsuXL3fv+pFy5crZrl27XC+gu+++28aNG1cUaQQAAKVUgQMVveE4LS3NzTdo0MBWrlyZ/bvNmzfHN3UAAMAfGRlmr72WNWneJwUuyznllFPss88+s9atW1vPnj1dNdCSJUvs9ddfd78DAAAHgbQ0s0suyZrfscO36p8Cb1W9enYowWY2atQoNz9lyhRr0aKFPfjgg0WRRgAAUEoVOFA57LDDsueTkpLssccei3eaAAAACtdGRT18NI6KZ/78+TZkyBB78sknC7oqAACA+AYqV1xxRfbbkzds2GBdu3Z1wcqIESNczx8AAADfAhWNn3LyySe7+VdffdW9QXnevHn20ksv2eTJk+OWMAAAgAIHKunp6Zb4xwh1s2bNcqPUylFHHWXr169njwIAAP8ClTZt2tjjjz9uc+fOtQ8++MD+/Oc/u89//fVXq1WrVvxSBgAA/FOhgtmkSVmT5ktKrx+NPnvhhRfa/fff70aoPe6449znekmhVyUEAABKuPLlzfr18zsVBQ9UOnfu7EagTUlJsUMOOST787/85S+uuzIAAEC8FGqYubJly+YIUqRZs2bxShMAAPBbRobZe+9lzXfvXnJGpgUAAKVkCP1zzvF9CP0CN6YFAAAoLgQqAAAgsAhUAADAwRWoXH/99bZ169b4pwYAAKAwgUr4iwg1XP4ONawxc0Po60WFAAAA8ZbvJrwaIl8jz3bs2NF2797tgpMmTZrY6tWr3bD6AAAAvpWobNu2zV577TU78cQTLTMz084++2xr2bKlpaWl2XvvvefepAwAAA4SFSqYPfpo1uTjEPr5DlRUaqIh8m+55RarVKmSLVq0yCZNmuQGf3v22Wft8MMPtyOPPLJoUwsAAIpvCP3Bg7MmzQe96qdatWrWtm1bV/WzZ88e27lzp5svV66cTZkyxRo1amTz588v2tQCAIBSJd8lKno78p133mmJiYmWkZFh7dq1s9NPP90FLV999ZUlJCTYaaedVrSpBQAAxWPvXrPZs7MmzQc9UKldu7ade+65NnbsWPfywQULFtgNN9zgApRhw4a5EpdOnToVbWoBAEDx2L3brEuXrEnzJW3At+rVq9sll1xi5cuXt48++shWrVplgwYNim/qAABAqVaoNwx988031rBhQzfftGlTF6wceuihdumll8Y7fQAAoBQrVIlK48aNrUyZrD9dunSp+7kwJk6caMcee6yrNtLUoUMHmzFjRqHWBQAADj6+vutHPYXuu+8+W7hwoZv+9Kc/2fnnn2/Lli3zM1kAAKAkV/3EixrnhrvnnntcKcsXX3xhbdq08S1dAAAgGHwNVMLt3bvXjXybmprqqoBi0Si4mjwpKSnFmELgwCQnJ8f9nF2zZo1lpGdYaZW+Z4/bB/FU2vcpEDS+BypLlixxgYneH1SlShV74403rHXr1jGXVdfo0aNHF3sagXgEKX36D7Ct23fGdWfu3rXT1v2y3pqUwvdtpe3YZqtX/WRDRoxy4zvFS2nep0AOGo12/Ph986U1UNGw+4sXL7bff//dpk6dan379rU5c+bEDFaGDx9uQ4cOzf5ZT6eFbcgLFCedqwpS6nToZZVr1ovbejetXGpr1j5rezNK3001PW2XZSaUs9qnXGS1GjSN23pL8z4FctD7fW691fzme6BSoUIFa9GihZvXaLcaSO7hhx+2J554ImpZPTXF88kJKG4KUqrVbRS39e3YwstAkw6pwz4FDmK+ByqRQqFQjnYoAADABxo2/6uvsuZPOMGsbNnSF6iMGDHCevTo4apvtm/fbq+88orNnj3bZs6c6WeyAADA7t1mJ5+ctR927DCrXLn0BSobN260q666ytavX++G5NfgbwpSzjrrLD+TBQAAAsLXQOWZZ57xc/MAACDgfB2ZFgAAIC8EKgAAILAIVAAAQGARqAAAgMAK3DgqAAAgAMqXNxs5ct+8TwhUAABA7CH0R40yv1H1AwAAAosSFQAAEC0z02z58qz5Vq3MyvhTtkGgAgAAou3aZXb00b4PoU/VDwAACCwCFQAAEFgEKgAAILAIVAAAQGARqAAAgMAiUAEAAIFF92QAABBNw+YPG7Zv3icEKgAAIPYQ+vffb36j6gcAAAQWJSoAACD2EPo//5w136QJQ+gDAICADaHfvHnWPEPoAwAARKONCgAACCwCFQAAEFgEKgAAILAIVAAAQGARqAAAgMBiHBUAABCtXDmzQYP2zfuEQAUAAERLTDT797/Nb1T9AACAwKJEBQAARAuFzDZvzpqvXdssIcH8QKACAACi7dxpVrdu1jxD6AMAAESjjQoAAAgsAhUAABBYBCoAACCwCFQAAEBgEagAAIDA8jVQGTt2rJ100klWtWpVq1u3rl1wwQW2YsUKP5MEAAC8YfP79s2afBxC39dAZc6cOTZ48GD74osv7IMPPrCMjAzr1q2bpaam+pksAACQmGg2eXLWpHmf+Drg28yZM3P8PGnSJFey8uWXX9oZZ5zhW7oAAEAwBGpk2m3btrn/a9asGfP3aWlpbvKkpKQUW9pQuiQnJ8f1/FqzZo1lpGdYSZG+Z49Lc2n9/gAsawh9jU4rSUkMoR8KhWzo0KF22mmn2dFHH51rm5bRo0dz/qDIg5Q+/QfY1u1/XKBxsHvXTlv3y3prkp5uQZe2Y5utXvWTDRkxyhLjVNxbkr4/gD8oSKlSxfch9ANTonL99dfbN998Y59++mmuywwfPtwFMx498TZu3LiYUojSQueVgpQ6HXpZ5Zr14rLOTSuX2pq1z9rejODfqNPTdllmQjmrfcpFVqtB01L3/QEESyAClRtuuMGmT59un3zyiTVq1CjX5fR0F68nPGB/FKRUq5v7+VgQO7ZsKHE7POmQOqX6+wMIhnJ+V/coSHnjjTds9uzZ1rx5cz+TAwAAAsbXQEVdk1966SWbNm2aG0tlw4asp67q1atbpUqV/EwaAAAIAF/HUZk4caLr6dO5c2erX79+9jRlyhQ/kwUAAALC96ofAACAQDemBQAAAVO2rNnFF++b9wmBCgAAiFaxotlrr5nfeHsyAAAILAIVAAAQWAQqAAAgWmpq1vt9NGneJwQqAAAgsAhUAABAYBGoAACAwCJQAQAAgUWgAgAAAotABQAABBYj0wIAgGgaNv/ss/fN+4RABQAAxB5C/513zG9U/QAAgMAiUAEAAIFFoAIAAKJp2PzKlbMmH4fQp40KAACIbedO8xslKgAAILAIVAAAQGARqAAAgMAiUAEAAIFFoAIAAAKLXj8AACBamTJmnTrtm/cJgQoAAIhWqZLZ7NnmN6p+AABAYBGoAACAwCJQAQAA0TRsfp06WRND6AMAgMDZvNnvFFCiAgAAgouqHwAAEFgEKgAAILAIVAAAQGARqAAAgMBiZFoAABBNw+a3a7dv3icEKgAAIPYQ+gsWmN+o+gEAAIFFoAIAAALL10Dlk08+sXPPPdcaNGhgCQkJ9uabb/qZHAAA4Nm506xZs6xJ86UxUElNTbXjjjvOHn30UT+TAQAAIoVCZmvWZE2aL42NaXv06OEmAACAEt/rJy0tzU2elJSUIt1ecnJy3LdRrVo1q6M3UZZS6Xv22BpF53FU2vcpEPRrdM+ePVahQgWLt5Jy7ZPvlaJAZezYsTZ69Ohi2ZaClD79B9jW7fGtl6tZNclenPR0ibi44i1txzZbveonGzJilCUmJsZtvaV5nwJBv0Z1k/7l5zXWqGlzK1c+vrecknDtk++VskBl+PDhNnTo0OyfVdrRuHHjItmW1q0gpU6HXla5Zr24rDN160ZL/nyqW3eQL6yikp62yzITylntUy6yWg2axmWdpX2fAkG/RjetXGo/rX7WDjn5/LitsyRd++R7pSxQUYQfzyfx/FCQUq1uo7itLzluayq5kg6pwz4FSsk1umPLhrivsyTmp+R7pSRQAQAAxSQhwax1633zpTFQ2bFjh/3444/ZP69atcoWL15sNWvWtCZNmviZNAAASrekJLNly/xOhb+BysKFC61Lly7ZP3vtT/r27WuTJ0/2MWUAACAIfA1UOnfubCEfB5EBAADBxrt+AABANA2b36ZN1uTjEPo0pgUAANFU4/Htt/vmfUKJCgAACCwCFQAAEFgEKgAAILAIVAAAQGARqAAAgMCi1w8AAIimYfObNi3dQ+gDAIAAD6G/erXfqaDqBwAABBdtVAAAQGARqAAAgGi7dpmddFLWpHmf0EYFAABEy8w0W7hw37xPKFEBAACBRaACAAACi0AFAAAEFoEKAAAILAIVAAAQWPT6AQAAsdWubX4jUAEAANEqVzZLTja/UfUDAAACi0AFAAAEFoEKAACIpmHzO3fOmhhCHwAABEpmptmcOfvmfUKJCgAACCwCFQAAEFgEKgAAILAIVAAAQGARqAAAgMBiZFoAABBbUpL5jUAFAADEHkI/NdX8RtUPAAAILAIVAAAQWAQqAAAg2u7dZj17Zk2a9wltVAAAQLS9e83efXffvE8oUQEAAIHle6Dy2GOPWfPmza1ixYp24okn2ty5c/1OEgAACAhfA5UpU6bYkCFD7I477rBFixbZ6aefbj169LCff/7Zz2QBAICA8DVQmTBhgl177bU2YMAAa9WqlT300EPWuHFjmzhxop/JAgAApT1Q2bNnj3355ZfWrVu3HJ/r53nz5vmVLAAAECC+9frZvHmz7d271+rVq5fjc/28YcOGmH+TlpbmJs+2bdvc/ykpKXFP3/bt221vRob9vn61pe/eGZd1pv62ydJ27bJvv/3WrT+o1q5da3t2747rd5eUTesslJlpKRvWWrkEC+w+LYrvXxTfvajWW5rXWVTrZZ3xP06l+dpP/W2Tuz/pexfF/W/fhsJGpdV24tjzx0t3KBTa/8Ihn/zyyy9KXWjevHk5Ph8zZkzoyCOPjPk3I0eOdH/DxD7gHOAc4BzgHOAcsBK/D9auXbvfeMG3EpXatWtb2bJlo0pPNm3aFFXK4hk+fLgNHTo0++fMzEzbunWr1apVyxIS4hiq+0yRptrqKLqvVq2a38kpFdjn7PfSgnOdfR4EKklRiVCDBg32u6xvgUqFChVcd+QPPvjALrzwwuzP9fP5558f828SExPdFK5GjRp2sFKQQqDCPi8NONfZ56UB53lO1atXt8CPTKvSkauuusratWtnHTp0sCeffNJ1Tb7uuuv8TBYAAAgIXwOVSy+91LZs2WJ33323rV+/3o4++mh79913rWnTpn4mCwAABITv7/oZNGiQm7CPqrdGjhwZVc2FosM+9wf7nX1eGnCeH5gEtag9wHUAAAAcnO/6AQAAyA2BCgAACCwCFQAAEFgEKgAAILAIVALmnnvusVNPPdWSkpJyHcxOY82ce+65VrlyZTfC74033uhe8oj4+f77793Ag9q/GqSpY8eO9vHHH7OLi9g777xj7du3t0qVKrl9f9FFF7HPi4HeoXb88ce7Eb4XL17MPi8iq1evtmuvvdaaN2/uzvHDDz/c9fAk/84bgUrA6ITt3bu3/d///V/M3+tFjj179rTU1FT79NNP7ZVXXrGpU6faLbfcUuxpPZhpH2dkZNhHH33k3vKtTPycc87J9YWZOHA6jzUAZP/+/e3rr7+2zz77zK644gp2bTG47bbb8jWUOQ7Md99951798sQTT9iyZcvswQcftMcff9xGjBjBrs1LvF4yiPiaNGlSqHr16lGfv/vuu6EyZcq4lzp6Xn755VBiYmJo27ZtHIY4SE5Odi/L+uSTT7I/S0lJcZ/NmjWLfVwE0tPTQw0bNgw9/fTT7N9ipjzlqKOOCi1btsyd44sWLeIYFKPx48eHmjdvzj7PAyUqJcznn3/uRvANf/rp3r27K7rVkz8OnF5y2apVK3v++eddyZVKVvQEpJdl6v1UiL+vvvrKfvnlFytTpoy1bdvW6tevbz169HBPnSg6GzdutIEDB9oLL7zgqptR/LZt22Y1a9Zk1+eBQKWEUdVD5NulDznkEPeSR6ol4kP19Ho55qJFi6xq1apWsWJFV0Q7c+bMg/olmH766aef3P+jRo2yO++8095++213Xnfq1Mm9IR3xp7E++/Xr596tpvetofitXLnSHnnkEd5vtx8EKsVAma9ufnlNCxcuzPf6tHysTCfW5yj4cdC+1Gsd6tata3PnzrX58+e7hrVqo6J3UiH+577q7eWOO+6wXr16uZKrSZMmud+/9tpr7PIi2Oe6QaakpNjw4cPZvz7k8b/++qv9+c9/dm0SBwwYwDHIA0PoF4PNmze7KS/NmjVzT+6eyZMn25AhQ+z333/Psdxdd91l06ZNc40NPb/99psrOlTDzy5duhTBNyhdx0GNOLt16+b2q3r8eI444gjXYv9vf/tbMaS2dO1zVWn+6U9/coHhaaedlv079QDq2rWr6w2H+O7zyy67zN56660cDzhqrF+2bFm78sor7bnnnmOXF1EeryBFebXOb+X1qvJEgF9KWBqom6WmeOjQoYPLtPVkr3p8ef/9991Lr2g/EZ/jsHPnTvd/ZOahn70nf8R3n+vc1Tm8YsWK7EAlPT3ddefkbepFs8//9a9/2ZgxY7J/1s1T7d2mTJnibqCI/z4XtcVSkOKVGhKk7B+BSsBojBTVyet/Pd14Yxq0aNHCqlSp4p70W7du7bpx3n///W7ZYcOGuQZx4U//OLBgUO0j+vbt60qwNN7BU089ZatWrXLdlhF/OnfVVkJjSjRu3NgFJzq/RUXjiL8mTZrk+Fn5i2hsj0aNGrHLi4CCwc6dO7t9/8ADD1hycnL27w499FD2eW7y6hKE4te3b1/XRTBy+vjjj7OXWbNmTahnz56hSpUqhWrWrBm6/vrrQ7t37+ZwxdGCBQtC3bp1c/u3atWqoVNOOcV140TR2bNnT+iWW24J1a1b1+3zrl27hpYuXcouLyarVq2ie3IxDDsRK3/nVpw32qgAAIDAogUPAAAILAIVAAAQWAQqAAAgsAhUAABAYBGoAACAwCJQAQAAgUWgAgAAAotABcB+aTRNvXsqiLZs2eJeIKnh9vNL77d588033fymTZusTp06bmhzAMFDoAKg2OldVVdccYUdeeSR7l0nuQVBU6dOda+M0HuA9P8bb7wRtczYsWPt3HPPdS99EwUs4W+t1esQzjjjDJszZ06O7ffo0cPNK8jRKyk0fD+A4CFQAVDs0tLSXCnGHXfcYccdd1zMZfRG5UsvvdQFEXpbuP6/5JJL7H//+1/2Mrt27bJnnnnGBgwYEPX3s2bNcgGJAhS9S+jss89272vy3qui4MfTv39/+89//uPemA0gWAhUABSIbuZXX321K6lISkpyJRM//PBDjmX0Eke9XFC/v/DCC23ChAlWo0aN7N+r9OPhhx9266levXrM7Tz00EN21lln2fDhw+2oo45y/5955pnuc8+MGTOsXLly7kWSkWrVquUCkmOPPdaeeOIJ91ZsvWk8supHjjnmGLdsrBIbAP4iUAFQIP369bOFCxfa9OnTXalHKBRypRXp6enu95999pl7E/JNN93k3v6tYOOee+4p8F7WuvW28HDdu3e3efPmZf/8ySefWLt27fa7LgVM4qUxlpNPPtnmzp1b4HQCKFrlinj9AA4iKjlRgKJg5NRTT3WfqcpEpScqoejdu7c98sgjrpRl2LBh7vctW7Z0wcXbb79doG1t2LDB6tWrl+Mz/azPPWqP0qBBgzzXk5qa6kpjypYta506dcp1uYYNG9qiRYsKlEYARY8SFQD5tnz5clfV0r59+xxVLGoUq9/JihUrXOlEuMif80tVNOFUehP+mdqoVKxYMebfKpCqUqWKVa1a1d566y2bPHmyq+LJTaVKlVz1EIBgoUQFQL4pUMjtcy+AiAwm8vq7vKjNSHjpideVOLyUpXbt2rk2gJ0yZYrrKaS2MQqm9mfr1q2ugS+AYKFEBUC+6cafkZGRo+eNxjH5/vvvrVWrVu5nNXydP39+jr9Tm5aCUgPZDz74IMdnagzrVTlJ27Zt7dtvv43596qOOvzww/MVpMjSpUvd+gAEC4EKgHw74ogj7Pzzz7eBAwfap59+6roN9+nTx7Xv0Odyww032Lvvvut6+qhNi3rcqHdOZCmLGtpq2rFjhyUnJ7v58KBDjXEVmIwbN86+++4797+6HIePuaLGtcuWLTvgbsWq8vnyyy+jGu8C8B+BCoACmTRpkp144ol2zjnnuFIPVesoMClfvrz7fceOHe3xxx93gYrGSJk5c6bdfPPNUW1JVHqhSQHCSy+95ObVe8ijkpNXXnnFbU9djNXGRNU54e1j1OZEvX5effXVAzqK06ZNsyZNmtjpp5/O2QAETEKoMJXHAFAAKoFRqUhRdP9VkKQeRqq60Si3haHGviqp0Wi5AIKFxrQA4u6BBx5w46dUrlzZVfs899xz9thjjxXJnlYpjKqY9K4etUspKDXQvfjii+3yyy8vkvQBODCUqACIOw11P3v2bNu+fbsddthhrt2KBoEDgIIiUAEAAIFFY1oAABBYBCoAACCwCFQAAEBgEagAAIDAIlABAACBRaACAAACi0AFAAAEFoEKAAAILAIVAABgQfX/8EzWeM92TbIAAAAASUVORK5CYII=", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "PP_data = pd.read_csv(FOLDER / \"PP_numbers.csv\")\n", + "\n", + "plt.hist(np.log10(PP_data[\"PP_number\"].values), bins=20, edgecolor='black', alpha=0.7)\n", + "plt.vlines(np.log10(0.1), ymin=0, ymax=plt.gca().get_ylim()[1], colors=\"red\", linestyles=\"dashed\", label=\"SPP limit\")\n", + "plt.title(f\"{FOLDER} - Pi number distribution, n={len(PP_data)}\")\n", + "plt.xlabel(\"log10(Pi)\")\n", + "plt.ylabel(\"# samples\")\n", + "plt.legend()\n", + "plt.savefig(FOLDER / \"postprocessing\" / \"PI_distrib.png\")" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "803b3138", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "PP range: 7.51e-05 - 2.79e+03\n" + ] + } + ], + "source": [ + "\"\"\" PP number range from input parameters range\"\"\"\n", + "\n", + "parameters_range={\n", + " \"log(h_l)\": tuple(np.log10((1e-4, 1e-2))),\n", + " \"log(eps_g)\": tuple(np.log10((1e-4, 2e-1))),\n", + " \"a\": (0.05, 0.5),\n", + " \"temperature\": (450, 800),\n", + " \"log(K_s)\": tuple(np.log10((1e-3, 1e-0))),\n", + " \"u_g0\": (0.02, 0.4),\n", + " }\n", + "p = parameters_range\n", + "PP_max = 8.314 * (np.max(p[\"temperature\"])+273) * 10**np.max(p[\"log(K_s)\"]) * 10**np.max(p[\"log(h_l)\"]) * np.max(p[\"a\"]) * 1 / ((1-10**np.max(p[\"log(eps_g)\"])) * np.min(p[\"u_g0\"]))\n", + "PP_min = 8.314 * (np.min(p[\"temperature\"])+273) * 10**np.min(p[\"log(K_s)\"]) * 10**np.min(p[\"log(h_l)\"]) * np.min(p[\"a\"]) * 1 / ((1-10**np.min(p[\"log(eps_g)\"])) * np.max(p[\"u_g0\"]))\n", + "print(f\"PP range: {PP_min:.2e} - {PP_max:.2e}\")" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "cd9e3e57", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Monte Carlo samples: 50000\n", + "\n", + "==================================================\n", + "PP STATISTICS\n", + "==================================================\n", + " Min: 6.16e-03\n", + " Max: 9.40e+01\n", + " Mean: 2.56e+00\n", + " Std: 4.94e+00\n", + " Median: 7.97e-01\n", + " log10 range: [-2.21, 1.97]\n" + ] + }, + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "\n", + "def monte_carlo_pp_sample(parameters_range, n_samples=10000):\n", + " R = 8.314 # Gas constant J/(mol·K)\n", + " \n", + " # Initialize storage for samples\n", + " samples = {key: np.zeros(n_samples) for key in parameters_range.keys()}\n", + " # Sample uniformly from each parameter range\n", + " for param, (min_val, max_val) in parameters_range.items():\n", + " samples[param] = np.random.uniform(min_val, max_val, n_samples)\n", + " \n", + " # Compute PP for each sample\n", + " Pi_values = (\n", + " R * \n", + " (samples[\"temperature\"] + 273) * \n", + " 10**samples[\"log(K_s)\"] * \n", + " 10**samples[\"log(h_l)\"] * \n", + " # 10**samples[\"log(a)\"] / \n", + " samples[\"a\"] /\n", + " ((1 - 10**samples[\"log(eps_g)\"]) * samples[\"u_g0\"])\n", + " )\n", + " \n", + " return Pi_values, samples\n", + "\n", + "\n", + "parameters_range={\n", + " \"log(h_l)\": tuple(np.log10((1e-3, 1e-2))),\n", + " \"log(eps_g)\": tuple(np.log10((1e-4, 2e-1))),\n", + " \"a\": (0.05, 0.3),\n", + " \"temperature\": (700, 800),\n", + " \"log(K_s)\": tuple(np.log10((1e-3, 1e-1))),\n", + " \"u_g0\": (0.02, 0.1),\n", + "}\n", + "\n", + "# parameters_range={\n", + "# \"log(h_l)\": tuple(np.log10((1e-7, 1e-4))),\n", + "# \"log(eps_g)\": tuple(np.log10((1e-4, 2e-1))),\n", + "# \"log(a)\": tuple(np.log10((1e-2, 1e2))),\n", + "# \"temperature\": (450, 800),\n", + "# \"log(K_s)\": tuple(np.log10((1e-7, 1e-3))),\n", + "# \"u_g0\": (0.02, 0.4),\n", + "# \"E_l\": tuple(np.log10((1e-3, 1e0))),\n", + "# \"E_g\": tuple(np.log10((1e-4, 1e-1))),\n", + "# \"P_bottom\": (1, 10),\n", + "# }\n", + "\n", + "# Run Monte Carlo\n", + "n_samples = 50000\n", + "pp_values, samples = monte_carlo_pp_sample(parameters_range, n_samples)\n", + "\n", + "# Statistics\n", + "print(f\"Monte Carlo samples: {n_samples}\")\n", + "print(f\"\\n{'='*50}\")\n", + "print(f\"PP STATISTICS\")\n", + "print(f\"{'='*50}\")\n", + "print(f\" Min: {np.min(pp_values):.2e}\")\n", + "print(f\" Max: {np.max(pp_values):.2e}\")\n", + "print(f\" Mean: {np.mean(pp_values):.2e}\")\n", + "print(f\" Std: {np.std(pp_values):.2e}\")\n", + "print(f\" Median: {np.median(pp_values):.2e}\")\n", + "print(f\" log10 range: [{np.log10(np.min(pp_values)):.2f}, {np.log10(np.max(pp_values)):.2f}]\")\n", + "\n", + "# Visualization\n", + "fig_MC, ax = plt.subplots()\n", + "\n", + "# PP distribution (log scale)\n", + "ax.hist(np.log10(pp_values), bins=20,edgecolor='black', alpha=0.7)\n", + "# ax.hist(pp_values, bins=50, range=(0,10),edgecolor='black', alpha=0.7)\n", + "\n", + "ax.set_xlabel(\"log10(Pi)\")\n", + "ax.set_ylabel(\"Frequency\")\n", + "ax.set_title(f\"{FOLDER} - Predicted Pi Distribution\")\n", + "ax.grid(alpha=0.3)\n", + "ax.vlines(np.log10(0.1), ymin=0, ymax=plt.gca().get_ylim()[1], colors=\"red\", linestyles=\"dashed\", label=\"SPP limit\")\n", + "# ax.vlines(0.1, ymin=0, ymax=plt.gca().get_ylim()[1], colors=\"red\", linestyles=\"dashed\", label=\"SPP limit\")\n", + "\n", + "ax.legend()" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "02a6baa6", + "metadata": {}, + "outputs": [], + "source": [ + "# fig_MC.savefig(FOLDER / \"postprocessing\" / \"PI_monte_carlo.png\", dpi=150)" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "721935eb", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Diagnostic for sample 5: PP=1.3028055800782978e-06, residual=2.90e-12\n" + ] + }, + { + "data": { + "image/png": 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9K4tBWv7+mzRpYrrlc72uKHeOPT35O68K3CZw++d8Ad/aRjhuE452f300+xRur7/88kuzfnGfISJSZaosh1dEarx+/frZGjZsaMvOzi6eF+np6bY6deqUWR6BXajYtfaDDz4w3SbZZb6i5RGs93jwwQdtdevWLe52/uWXX5rPXrx4camvLa1rltUd7NVXXy23yyS763fv3r3cdt5www22Ll26lNt9tEGDBqaEgmP3Mnbdi4iIcPmatm3bHtHdyxHnDbskxsXFlSg5YH13Th84cKDt+++/t/3444+2oUOHmu6D06ZNK37uCSecYLr1u8Ju/Y5dWDMyMmzNmze33XHHHcXTXJVHcGX69OmmS9yNN954xGNnn322bcCAAcXLt7LlERy5Wx6B857P443zmyUSylLausJlyt/E8OHDS0w/cOCALTY29ohu587+++8/04XzzDPPLDF9x44dZh35/PPPTdkEdvc75phjzPu9+eabNk+65pprbAkJCRXulsj1kN/bse1WyYJu3bqVWN+ff/55M/30008/4jfE6Y5da7lucX11/p1zneW6ffDgwRKf5djFc8SIEbbGjRsf0VWX35Fdsx23R67cddddZhvx+++/26ZMmWJeFxoaahs8eHCJ7+MJ1vrO+cgb190XXnjBfPc+ffoc0aV3586d5nlctz766COz3jRp0qR4G211mXfn5tglmt3Ar7zyyiPax/WWz2VX99KwGzmf89hjjx3xmNVF3lr/2Q2e91NSUo54Lrd3/B1WBtcX7mtWr15dYjq/U61atWybN28uMf3pp5827bC647uz/juXI+C6wP1jz549jyiLwvnpuJ8rrZSBO+U9+DtjSRWuJ1w3ynpPq5u2O7eycD/foUMHs25x218W/kZdlVH47bffzHTuSyqzz2vfvr3pUs/13XnfzO7QFf0tVqQUUmn714qwlgXLJzl68sknS/0NlPdejr9Za5tQ3q2s462jLY/AdZPlkrisXLn55pttLVu2LC5V4qo0Abfl3H+yPJIjLl/uQ9wpz1KRYxkel3I7xG7z3MY//vjj5vN5jGaVo6kox99dfHy8bffu3bbKcufYs7LbeUeVKY/gqKzyCNa+3rHcE7H8FKc7/s6Pdn99NPuU1157zbyWx80iIlVJmbYiUiWYncmMSmYfOY6qy26jzJZjNoQjDlbCK+LsFmVl5FnYJZrZMuVh5gkH/+DnMsPNETMiOBgKSzUwk5cZu2wbs8OcywD8+OOPJgOX7XTsAsvX8io+u6gyC7UszM5iKQd+hpVt7KrrH7vjltWtivOC3UaZGcFBhZyzr8rq0l/aY3wvZq8wk5hdT5nVYbEybziPOAAYlxdxkBlm33JQCGaVVPTzmYnKzAUr47ki2W/sNslu3ByYyBHbzq7TXHeOprRBZTFLmhkhzBLk4BWcR8wYreigM1ymV199tZm3vDFbnOsvs4uskh2lZd0xq45dBrkMnQdPY5aO88A87PLH3xKXBzPNysqice7+zWyr0uYz1/eXX37ZdMNmhh+7prrK6GPGG9vE7BhmE1qY0eKM673j92aXR3LM9naczkHaWE7CwuXA7uqOmM3Pwdq4XrELqjN2veYy5O+bWfeO84Dt4XdkBr9zt01HzLhy/h7sos7sXmvAudIw+8mxnAu/f3kZl9zWOmYkWd1KXQ3K5JxJxuXE51nbaHZp5/bTHez+fbTbosq+vrTnHs12gJlWztns3Bfwd83v6rgucP5yeTKblOU+3F3/HbEkCru5c0BB57IozBzjb7symMHO7Qi3j3wPx4w6ZhKXhfs8d5d/afgbYhd+Zplyn8wuxmXhb5QZgSyHwgxhDkDE7QMH/OE2pzL7PGY5M7vQKsfk/DvmcuX857ajIts5d5S1f60M514RVkYg56/z77kieAxklaAoi6seIJ7CHk7s6cRl74xlVTg4HZ9TVg8F7od5nHTJJZccsSyZac3MU24jmTlf1rJ2d/vDQUAdcfvAG4/x+FlHU4aAy5rZxNz3s1dSZTKc3Tn2PJrtfHW4+OKLzWCaXEfZm4HbBR6PWuWNrG1CRfbX5e1bK7NPYWkEliwpa58uIuIJCtqKSJXgKOYMALo6qXCexmALg6c8MOMBLwMcDCLwoJ3BLHaRKw+fy5Gk2cX6zTffLK4/yFplLLNgvQe7t7KbPg+u+d48mGfQll2p2HWaWL6BXcn4elfY5ao8d9xxhzlJYLc9Bqp48M0TU9bo7N27d3Gb+d1LK43AecgTWJ7U8OTXObjMg0UetDKwxwNWRzyJ4YG5M6sbItvFwDkP6p3fkxg0sAK2xPfnCPCONQP5XHZBd8Z5ymAmu+Za35PlIxigZnt5I64fPMjmvOZJmfPJIYOx/P4MFnOke8fHGZjg8mN3ZJ5UWF3/rK62vM9Alqv6r57C7prEgDJPtlq3bm3KEDAwV1EMZvM7MeBnBbYZnGTXaQZjXXUt50k7TxYZeOWJizW/y8J5wu7BDNqyDpwV8HTGYI9zdz92N3YuYeB4Istlyd8e12cuW3bH5vfhMqRnn33WlDhgMIZBJQa1+LvgiMyugknO38f6PZY23VqvLGVte1hH2BVO5/d46aWXzK2yv39n7M7MIB9PIMs6wWM3SwYCLQxEONYrdYW/nb/++sv8zd8Ig36uLhARt33sJs71gNtI5/rZDLDx4pQ7HAP+fB9X89S6AFfWusk61jwxduf1Vnv5XF6Ec36uO7+B0rjqisx9AS8Muaqz7bguuLP+O7O+b2nraWWDtrwwwe0Bf1dsA9cFzl8GMcrbl3L+cf2oLF6I4frNbt4MjLpzsZW++OILcxGJF+is3/SNN95o1lfHbt3u7vOsEkz8zZVWCsVads7LlkGiypZOKG//WhnOv1FrP+jOcVFZuI65qsXrrCoviDLoxfnP0gbOeDGbwX8eL1nrgLWN50VNzgceo1jLmqWqSsN1gzXVS9unuXssU1aglBd8uH0/GvzNcvvLgCW3IVyPKhq4defYs7Lb+erCYwMG67n/s+qucxnxGIIXRKzjoYrsr3ns71jXm0kiLCNR2X0KSzSwVBrPG6rywoaICCloKyJVwjoRZ01AZ87TGAjkwTGDeo4D0bg6iC4Na9Xx4J8nio6Zvc4DkxADxLzxyjsPuniwx8wGHrAxS8oa8KO0wSccg5llHegyg4o3nnDw5JMBPWapsi4dTziZhcMDfcfsQMeA7fHHH2/qpfIE3LnelmNdv6VLl5Y4Oeb85YGq8/taJ5Q8KeXJEgNJzlx9juPrHTMT+Pmc7/w8x8AD20PW5zNriq91FazivOC6wkxVLgPHgC2/P9cH1nZzDiTw+/FkjTXMeHPG9+QJs6vlXxWsgYeYFV4ZXF94QsKTNS5zroMMInF94Ymmc71ennzwZJPzlZnfFanna2WblJXByUC4cyYOL6qUhQFm3vhbZhCRJ0XM5OI84XLkSSTbzPqazgPtVIWytj2uBvuz1hue5DIIx4sCrhxN7brysmZZh9FxfpSXrWm9p3UyXh5mNZb1ngwY80KAO7ieWgMvcltg/e4dOW8LSgs684JHaa/n49YFK8dtHjNcLTxxZ2YlM10ry1VwivOK20Re+CsvC6289d+ZtQ66s4+09mmO2emuLiCwxiL3gfxsXpix8HXOPVhcYaDR3brczgN88jNYv5WBMF64Kq+OqCMGD3lhjj1i+N05v7jcebHPMRjn7j7PWscZwGLgzxVre+a8navs79ud/asv4b7GGmyvLFwWlb2AUBYua66rvODpKnjMOti8MaDvjAE4bst4jGgtax7HWQE+Z1YwrrR9mrvHMmVxPj6qLC4Tbov4LwO3rMVekcCpO8eeld3OVyerBjfXPWucBY65QAxCV3R/zYtvjttPa9td2X0Kf+PkqhaziIinKWgrIlWCV/qZfcBALLu+WSedDEjw4MnVybLj1WoeADNryRmf4yrDhO/Bg1XHrAQ+78MPPyy1jXwuT/wYbOOBMbtMM2jLE21r4LTyMoVKa48jllrgiSczZhmY5EEoDw4ZtLUyi1wFbDmQCbtyc8RrV9j1j/OVmXiO7eR9zg/HAVA4P8ePH29OKBkYKu3EnIFCdqdjmQpms1gZe8xs4oG+40kRg6Ic7IIn+v/73/9KfD5PuNk+q508kXfGec0DapY9YNDGwhMxfn8GIvn9eWDujCdWrt6Tg26xnexK507Ay1MYMOBBP7tFHw1mwFgnEVwfGbB3DkozO5vBT66fDNi6CgiVhoOSsMwG543jPHfGTDd3A4GufvvsjsgMJa6DPPFmG7lOOmekMFuFAzsdbRdiV/i5HNDQsUQCB/NhgN3KknbGE1qezPKiAYN1pWXbV5RVDqa0oIK7gfGqVtlus7wgw+64//77b/G2iCe9DNTzfnldbPl6doVmUMFaF7iv4P6DQR0raMH34jaK2xhmjFs4GAwz1UsL0FUW9wUMJjJI5Go7VJH139Wy5nf55JNPSpRI4AUZdvl2nGdW0IS/F8fyNM4DM/E9uK13/p0xW9+dgYcqWx7ByrBljxAuM8c2VgSDd1YAj12hGay55pprKrzP47xlkIe/f5ZMKktlt3OO3N2/+hJvl0dg93/uj5g56Yqr/TuXM7elvBhrZVtyn8tjLAb4HNeViixrd49lSsMMW/ZcYY8tT2AGKAPAvPjCdYv7rcpkvJZ27Onr5REcWds+zgceC7E9LPNU0f218+CFlsrsU7i9476N5zjuBPRFRI6WgrYiUmXYBZoHu+weym7RPGlkFy2e1Dpm/fBxHmzxijZHtmcXOGbjMXjp6sCLJ4V8nAeeVpYZu5IzU5FdQ3kywq5OrGfnfMLB7mI8seTzOdosP4ujFxMDhVYwkUFcdidl1ycemDGLd9u2beZEggf4VtaolaHBQBizwXhCyWk8+eXBHNvGUYl5Is6gBE/eeTLJwCRroTqXRmAAmCe8PAjl8xn4cOxyx/diAIHYbYsnGuxSx79ZHoIH4jzg59V/x6wBnkwwM4BdDtk+x/fkPHIMDHO+8UCY7eAJDE+GebDMwCSXqWPNUJ5w8cSCAXBmRjArljUy2S3Y6lbGAKurLsCcV8w2c+xyzzqD1nJgdhtPhHiz8LtzHvC1rrrq88CbbSmtG39ZGOhlkMDKdORJIA/ciesCTxCYycb1lesZlyNP6JhJx7IePJB3HqmYmdxWlhKD4DzxsN6T88sK5jD4ymXHEw8+hyUl+Fvh78fxRJTZSVw2HBGey5P3ebMw0G1l3TIQxJNintRy/jMgxmwkrnsMLnhyRHAGLDgv+Fk8AWLGEoPxzJDm9yQGCLj+cB6x1AaXNbO9GLh3rjXoCTy5Y8CPvwe2iSdZvAjA+erctdoRlyXr3TIbn7XyeNLIdYJ1MnnBqaxR21nHkusttw/cHnD7wvWKv4lhw4aZ7YIvY0C7MkEsbldeeeUVczLNCycMvDFLksuYmV6uSkA4LnN2YecFNm6XuU5wm8T34fzj8rNwnWVpG2ZWsfYz9xncPnC/wd+lc3CF2y6ua/x9VQbbwnWG5WK4DWUwkG3ib5rBXO5P+HtzZ/13xn0Xfw/cVnN94XswM47f13l7yfvcLvI9GTzmdoMXdLgvdMSLbFZ9WF6Y4brLec1tBQM45eH2uLQs9LIwMMT1/K677jKvd9y/sE2O+yLrYhF/TxbrAi2375wHfC+2mQFXxwssFdnnMXjK4Dn3Yyx3wCAfjztYioUXxFxlcDpzd/tdkf0r28osyrLKzVQHbh8rE5BjmQGrhIuVicrlxf0yb/y9WRho5H2uq844v3iBprQAv6t5Y/2OHWtG80In92vsSs/ly3WR2x+2k0F7/uvcu8OZu8cyxIuAzKJmaSGrjBd/b/yNcjvkiOsdA8GVyVZlmSRuI7iuc73jxR13ArflHXsezXaerPWfSQXWb8SqW+2YFe9qO8+L/9xukvUb4XN4bGld7LJwW8LfErenvFDN43ReFGS9Xscax0ezv67MPoV40YDrmrJsRaTaVOkwZyJS433//fe2rl27mhF4mzZtakbatUYAdvTDDz+YkX452itHE7711lttP/300xGjy3Ik2HPOOceM1M0R0h3f55133jEjAHN0aY44zNHI33777RIj4M6ZM8eMVM8Rkfm8unXrmhGh2U7n0Z85QrjVJo4gzhGOOZr42rVrS4z0zRFmY2NjS4y0/Mwzz9gGDBhgq1evXvF3HzdunHk+3X333S5HZbZGAy/txtHinXFEcI5wa30O529eXl6J5/CzKjI6NEft5XyJjo42t2HDhtlmzZp1xPP4Ofw8fi4/n+148cUX3Vrv+bmnnHJKiWnljV5e3kjFnD8cJb0yyppH1vqTk5Nju/zyy83I6FwnQkNDzcjF//d//1c8krxze9z5Lpy3/fr1M6ONc73s3LmzWf+cl2N5oz5zWVi47nPkbI5szXbWrl3bjLQ8ffp0m6e9//77tqFDh5oRtLkeNGzY0HbeeefZlixZUvyc3Nxc2y233GJ+3/xN9ezZ0/btt9+aeeS4Dlq/AY5M7uq7c9RpV+sMR7N2Xre+/PJLM+o729S8eXPbs88+W+K11mc5r1ecftlll5m2hoWF2erXr29+zw8//HCZ84HbhpEjR5rXcTnye3bp0sWMUM11x9PcXd9djbruaTt37rSNGTPGrG/83sccc4ztl19+OeJ53K64Ovxct26dbdSoUeY3wG3O8OHDbQsWLHD5WZMnTy7eryQlJdmuu+46W0ZGRonn8D4/54ILLqjUtsjCecb3b9GihVkX+P169eplu+uuu2yZmZlur//W+us8Wvpbb71la9OmTfH2k/sx598EcXRz7vv4+Rxhntuc+fPnH7H+cgT7s88+2/zeuV866aSTbMuWLTPv57j/KK09lVHWNonL2xHb4fzd3njjDbNN5XLndnXQoEFm21Aad/Z59N9//5nlkJiYaJYd1xXuy15//XW3vpe72++K7F9vvvlmc+yycuXKMj/b1XatssvNei9rP3Y0ytoHOS9rV9Os/R0fu/feeyv02WVtx/7880/zG+bvg8ua22Ded95flMbdYxluT1q3bm22u/wcLt8JEybYduzYccRz+TuMioqyHThwoFLLmrjv4GNnnXWWy3XcWXnHnlX5Wy9vO1/W8a3z7+Sqq64qXhb8LpyXjttTT+yvK7pPsZxwwglm+aenp7v9/iIiRyOI/6u+ELGIiBAzgphV4Koeq4gcHWbbMNuINROlZmJGF7O7mW1XWtdYkerGnjvMenQn01f8G7NvmcHJTFwREZHKUnkEEREvYNd7ERGpGux+zlI3CtiKr2CJBV5EsGpcS+BiLWuWA3CskSsiIlIZyrQVEZGAxdGXeStLZQb4EN+mTFsRCXTav9Uc7Bhb3mCCrM9qDWgoIiKBI9jbDRAREakqHEiIg8iVdbMGmpHAwWWq0ggiEsi0f6s5OGBXeccyyuAWEQlMyrQVEZGAtWPHDnMrS9euXREeHl5tbRIRETla2r/VHBkZGVi9enWZz2nRogXq1q1bbW0SEZHqoaCtiIiIiIiIiIiIiA9ReQQRERERERERERERH6KgrYiIiIiIiIiIiIgPUdBWRERERERERERExIcoaCsiIiIiIiIiIiLiQxS0FREREREREREREfEhCtqKiIiIiIiIiIiI+BAFbUVERERERERERER8iIK2IiIiIiIiIiIiIj5EQVsRERERERERERERH6KgrYiIiIiIiIiIiIgPUdBWRERERERERERExIcoaCsiIiIiIiIiIiLiQxS0FREREREREREREfEhCtqKiIiIiIiIiIiI+BAFbUVERERERERERER8iIK2IiIiIiIiIiIiIj5EQVsRERERERERERERH6KgrYiIiIiIiIiIiIgPUdBWREREREREaoT7778fQUFB5d6GDBlinv/WW29h1KhRaN68OaKiotC6dWtcddVVSElJcfsz8/Pz0b59ezz++OPF09577z3zOZs2barU9/jss8/QqVMn0ya+z+LFi/Hqq6+a93W2Zs0ahIeHY+HChfBF1rwo78ZlQF9//TUuvPBCsyz4/Tn94osvxtq1ayv0ucOHD8eECRMq1MbKLK8//vjDvPbLL78s97mTJ0/G888/f8T0AwcOICEhAd9++22FP19E/FeQzWazebsRIiIiIiIiIlVt27Zt5mZh8PWss87Ctddei4suuqh4elxcHDp27IhGjRph6NChGDlypPl79erVeOihh1BYWIhFixahQYMG5X7mCy+8gEcffRQbNmxATExMcRBw7Nix2LhxY3Ew0l179uwxbTnppJNw8803IyIiAl27dkXfvn1Rr149EyR0xs/i5//555/wNfw+69evLzGtf//+OOecc8z3s/B79ujRA/369UNSUpIJprds2RJbt24185f//vPPPyaYXZ7vvvsO559/vvlczkt328jPZzsqgsuD69AXX3xhvlNZTj31VCxbtsxlcPiBBx7ARx99hOXLl5sgvIgEvlBvN0BERERERESkOjRu3NjcLFZwrGnTpjjmmGOOeD4Ds4mJicX3jzvuOPTs2RN9+vTBm2++ibvvvrvMzysoKMBTTz2Fyy67rDhge7SYOcvs3f/7v/8z7XHHNddcg969e2P27NkYMGAAfEn9+vXNzRkD4q6WyQ8//FBimdCwYcNM8Pu5554z2dHlYZD3zDPPLDdgm52djcjIyFLbWJ2YFfzwww+bjF3HCwwiErhUHkFERERERET8xqpVq0z3eAb1mPXIgOuYMWOQm5vr8c9yDg5Sr169EBISYjI7y/P9999j+/btGD16tFuf9+uvv5pu+8z0jY6OxsCBA/Hbb78VP37ppZfi2GOPNX8zU9Qq5cCAJTMwmUnrXE7AanOHDh3w+uuvw1PYabdNmzYYMWLEEY9lZmYiPj4eV199NapjmTRs2NAE491ZJgzEz50794hlYpVA+Pnnn02QnUFaLgOuV67KI/D7M/jbrFkzE9hlUPyXX34xy8Mqr+GIgfa77rrLtJXL9/jjjzeZ2xa+ZsqUKdi8eXOJshAWru8nnHCCR5ehiPg2BW1FRERERETEL/z3338my5Xd4B988EH89NNPeOyxx0xgLS8vr1rawMAoyyO40w2fQTgGGVlqoTzs+n7iiSeagN7777+Pzz//HHXq1DFBUStwe8899+CVV14xfzNgOGfOHFPL9ptvvjGlAth9n9N44zRHDApyfnmqQiIDiiwrwUClcz3ZDz74AOnp6VUStHWFpR8Y7HRnmfz4448m6D548GCXjzNgGxYWhg8//NBktfJvVxiA5Y1lKlhugZmwl19+ucmEduXOO+80bWQm8KRJk8w8O+2008y6RFyODNKz9IO1DHlzXoazZs1CamqqG3NFRPydyiOIiIiIiIiIX7jpppsQGhpqMiUdu6tzIKrqkJGRgYkTJ6JJkyYmuFceBt1YTqE8WVlZuP76601NU8dgK2vp8vUM+P37779o1apVcQCYWa6O5QM4KBcDvq5KChDf57XXXjPZnRwYzRNYK5clIhhIdhxAi/dZx9WdYPXRYgmKcePGoVatWrjxxhvdWiacd3y+K8x0fuONN8p8Dw4M9uyzz5psZ8fndu7c2dTjbdu27RGv4bxgYN7CwPF5552HefPmmWXGxznYGLPHy1qGRUVF5qIFg8UiEthqdKbtX3/9Za5ssXsCrxJW9UiM5X0eu0v873//Q5cuXUy9Iz6P3Xx27NhRpe0SERER/z1+sKxcuRKnn3666Y4aGxtrTvi2bNlSpW0T7/PF9ZEjuzMzkAMiWaPai3gCA5vMcmWgyxv1RXNycsygZcyW5KBSpQX9HPFczlV3fmesNbt//35ccsklJghp3RigY3COgb2DBw8eVfutdrBcQ1kcP5+3sjJzub9h4JblA6z2/f7771ixYoWpo1vV2DYGbP/++2+T3ctg+tEuk7PPPrvc92DQlNndXBcdcd9b2sBy3Ec74uBxxPXJ08tQxB+PH0jHsyXV6KAtdyrdunXDyy+/7BOfx4OQhQsXmi4v/JcHvOxa4bxxFxEREe/xteMH4ojWrHHIzCmOUs3uwzyeYI09CWy+uD7yOezi+/jjj1dLm6TmYHYju5I7DiRWXRig48BVM2fONHVq+/Xr59brrIGsyrNr1y7z7znnnGO64zvennjiCROcZFD3aFjtYJtKw5qtzp/PQHlZWCKBGcgff/yxuc/tA5fRGWecgarEecJyBMxeZdDY3c8rb5kkJyeX+x779u0rrjPrzNU0qlu3bon7zKi12uPJZSjir8cPOp49Uo0uj3DyySebW2lYE4ldPbjzYc0YdnXgDtNVUXFPfB4zY1gPyNFLL72Evn37mkwZFtgXERER7/K14wdiTT12oX3yySeLp7G2oQQ+X1wfrcF9HAfsEfEE1ndll/Jt27ZVe8B21KhRmDFjhqldyu7z7mLGuTvBVj7POv8rrWt8acFAd1ntsD7LFWbBMavXUbt27cp839atW5vtAksi8F8GtR944AGzrKo6YPvuu+/i7bffxv/93/95bJk4Dv5VGisAawXbHe3cubPUbNuj5c4yFPHX4wcdzx6pRmfalofdPFjk+9NPP8WSJUtw7rnnmq4pzkXWq1JaWprZabC2jYiIiPi+6j5+YNdZDnTD+nnsks6uk8wAq+pubuIffOF4VsRTWLP1uOOOM6UJ9u7dW60Ztuzy/9VXX5ntbEWwBwSzx8rD7HSe87GsQO/evV3ewsPDy3wPZm6WlYHJwbqCg4PLDMLyM5w/lyUQysN6vNzGsLwDg7Xjx49HVQZs+f4M2LKeLLdzFV0mnBdHg/tZzu/PPvvsiLIJFSl3UJllSNVRK1hqNh3P+gYFbUvBHesnn3xiDggGDRpkCr7fcsstpushdw7VVTPp9ttvx0UXXWQKyouIiIhv88bxw+7du5GZmWm6ojMY9/PPP5sAA+sultelVQKbLxzPingaB3/iWCAMmr355psm+5UXJXjOxC76nsZyBT/99BNuvfVWk13JoJx1Y4C1PMxKW7p0qSmFVxbWx2WWLYOQF1xwAb788ktTA5KB4nvvvRdXXXVVuZ/FsVFYHoeBRGbL8nMdsc3du3dH7dq14WknnHCCCSRyebDOqzt1fCvruuuuM9m1DCrxOzsuk0WLFrm1TJixylKER5P1zUHxPv/8c0yYMAHTp083beJ3Z3kFBscrg9+H+3UOGMfB9ubPn1/icX5Hrod8nkhV0fGs76jR5RHKwpqyvILnPOojr7RaXSHY5atFixZlvs/VV19dqRohPBDhzprZM6+++mqFXy8iIiI14/iBxwrEWn7WqNk8KeegNq+//rrJSpOaydvHsyJVgTURGcy67777cMcdd5hAbVJSEoYNG1ZuJmpl/Pjjj+bfRx55xNwccfvKOuJlYTCZbWWPCGa6l4Vd/FkSj6VurrzySvPdGPzkNv3SSy8tt60sSZCSkmKyUPnaZs2aFZcp4cW93377DQ899BCqCgOW999/f5UPQPbDDz+Yf9955x1zc+T4nUvD/SWD5Cx1wWB8ZXF94ADi3NfyQhgzeBlsZRfvyvaUZcby8uXLceedd5pet9yGWwPB8V+WnuA65U4JB5HK0vGs71DQtowTIHbrWLBgwRG1eKxRQhs1amRGtitLZa5iMmDLHd7GjRtNNxxl2YqIiPgHbxw/sK5daGjoEV0lO3ToYAbMkZrLm8ezIlWJ2zdmOHoCa49aQTFXynrMHcxwP+WUU0xw0TFoyyCsq0Ds4MGDza28TFFX7WLAkhmfrjD7loG+ipYSqGgwleUU3B2krSxlzfejrZfN82vOewZa2fvACoCWtkxKe4yvY4CWNwvP4blN5fl8ecvL1brH7S17R7jC2MDWrVsxceLECn5jkYrR8azvUNC2FD169DAjk7JrAruTucKRNHk1zZOsgC3rjLFrifMIkyIiIuK7vHH8wMyyPn36YPXq1SWms9snT+Cl5vLW8ayIlPTYY4+Z3yNLFnB7Xd0KCgrMAELMTPb0RZj09HQsW7bMZCTzAtE333wDf8ABlj744ANTfoIlMCqDpShYgmbAgAEmEMz9MLOk+fe4ceM83uaHH34Yl112mbbZUuV0POs7anTQll1E1q1bV+Kq2OLFi019GnYju/jiizFmzBg888wzZqVlsXte3WL9GI7Q7MnPYzcY7ky5w2AqOnd6PMjmyJPE51RFdx8RERHx7+MHYvfO888/32RnDR06FNOmTTMZT+V12xX/54vrI2tFbtmyBTt27DD3rQsK7MLOm0hV4jlVWVhrtLL1RiuLo64zq9M6t6tuzM5k6YWbb77Z4+/Nc1fud5hsxDIQo0aNOuI5PK8tK3OWGavOvQGqWoMGDfDxxx/jwIEDlX4PlkZgzVnWsk1NTUV8fLzJqmXZBL6/J7GdLMehLFsJ5OMHHc+6YKvBZsyYwT3HEbdLLrnEPJ6Xl2e79957bc2bN7eFhYXZkpKSbGeeeaZtyZIlVfJ5GzdudPk4b3ytiIiIeJ+vHT9Y3n77bVvr1q1tkZGRtm7dutm+/fZbj3xf8W2+uD6+++67Lp9z3333eex7i5SmtPOp0radUvWaNWtW5jI57rjjtBhEqpkvHj+QjmdLCuL/XAVzRURERERERPwJMx/LqwPOWqJSfZYuXWoGQCxNbGws2rVrp0UiIuJEQVsRERERERERERERH1K9xXxEREREREREREREpEwK2oqIiIiIiIiIiIj4kFDUwNFEFy1aZEZzrO5RQ0VERESqW1FREXbt2mVG/g0NrXGHfgFLx7QiIiJSkxTVwGNar37Lxx57DF9//TVWrVqFqKgoDBgwAE888USZRcj/+OMPDB069IjpK1euRPv27cv9TAZs+/bte9RtFxEREfEnc+fORZ8+fbzdDPEQHdOKiIhITTS3Bh3TejVo++eff+Lqq682M5vZAnfddRdOPPFErFixAjExMWW+dvXq1YiLiyu+X79+fbc+kxm21kJOTk4+ym8gIiIi4ttSUlLMBWvrGEgCg45pRUREpCZJqYHHtF4N2k6bNq3E/XfffReJiYlYsGABBg8eXOZr+byEhIQKf6ZVEoEB28aNG1f49SIiIiL+yN2yUH/99ReeeuopczzGg+NvvvkGo0aNKvdC/E033YTly5ejYcOGuO222zBhwgQPtVxc0TGtiIiI1ETBNajUqU9907S0NPNvnTp1yn0ua1gw8Dp8+HDMmDGjGlonIiIiEvgOHjyIbt264eWXX3br+Rs3bsTIkSMxaNAg02X/zjvvxHXXXYevvvqqytsqIiIiIlJaIsJpp51mEgqCgoLw7bffoiws33rCCSeYnvzs2d+/f39Mnz4d3uQzlXttNpvJ0Dj22GPRuXPnUp/HQO2kSZPQq1cv5Obm4sMPPzSBW9a6dZWdy+fwZsnIyKiy7yAiIiLi704++WRzc9frr7+Opk2b4vnnnzf3O3TogPnz5+Ppp5/G2WefjZqgotnJPCl47bXXsHjxYnOc2qlTJ9x///0YMWIEfAmPz7PzC73dDBEREfFxUWEhJjDqi4kIY8eOdeuYlMdzDNo++uijpmc/qwEw6Pvvv/+axNEaHbS95pprsGTJEsycObPM53GQMseByhj53rp1qzkxcBW05WBnDzzwQJW0WUREAldhYSHy8/O93QyRcoWFhSEkJMRrc2rOnDlmTAJHDD6+/fbb5jfE9gW6QDgpcIUB2473ejfDRERERHzfigdHIDrcZ0KMlUpEsBIQLDxO++677/DDDz/U7KDttddei++//94cwFamzuwxxxyDjz76yOVjd9xxh8ngtWzfvh0dO3Y8qvaKiEjgYmbZzp07kZqa6u2miLiNgb+kpKQyMxzY2yg9Pb34fkREhLkdLf5enAeE4H0OMrt3794aMfBrIJwUiIiIiPiDjCo6pnVWVFRkPsudEq4BGbTliTEDtuxCxvIGLVq0qNT7sH5aaScEzgvPccGKiIg4swK2HPAyOjra57r5iDgfS2VlZWH37t3mflkBUueL1vfdd5/pku8Jzr8TtsvVdPHdk4LSujoyc0ZERESkvGOG6tKxCo9pHT3zzDOmN9V5552HGhm0vfrqqzF58mSTWRAbG2tOlCk+Ph5RUVHFmbLMjv3ggw+KMxOaN29uan/l5eWZDFsOdKHBLkRExBMlEayAbd26dTVDxS9Yx0wM3HLdLa1UwooVK9CoUaPi+57KSGCGr3UMZ2FbQkND9Tvy4EmBN8ZpYNDd17o6ioiISM22ooqOaR198sknJhDMeCWPr73Fq0dhHICBhgwZUmI663pdeuml5m8O5rBly5bixxioveWWW0wglycpDN5OmTLFjFosIiJyNKwatsywFfEn1jrLdbi0oC0vkHMkXE/j+ALs1u/o559/Ru/evWtEPdvqOinQOA0iIiIiqLJjWstnn32GcePG4YsvvsDxxx/v1Vnu9fII5XnvvfdK3L/tttvMTUREpKqoS7fU5HU2MzMT69atK76/ceNGLF682HTdb9q06RG9oCZMmICXX37ZjCEwfvx4MzAZByFjMFI8d1KgcRpEREREqhaPXy+77DLz7ymnnAJvU38nERERESk2f/58DB06tPi+NaDrJZdcYi6mO/eC4pgEU6dOxY033ohXXnkFDRs2xIsvvoizzz5bc9WDJwUap0FERESk6hIReEw2ZswYvPDCCzjmmGOKy3+xlz/LuHqDgrYiIiLiEmvI33DDDeYmNQfLVpXVG8q5FxQdd9xxWLhwIWqqQDgpEBEREanJiQhvvPEGCgoKzPhbvFms53tDsFc+VURERDzWLb6sG2vEb9q0yXTBZkYkg0KtWrUyo6yyTnxZ5s2bhyuuuMIng4oKJIuvnRT06NHD3KyTAv597733mvtlnRQkJycX366//nqvfQcRERGRQExEsDndrAAs//3jjz+Kn8+/y3q+NyjTVkRExI8xGORYH5NBotWrVxdPY5CWNUaLiopMoKh169ZYtmyZqT3K0eqffvrpUt+7fv36CGQMWoeHh3u7GVIDs5MdTxBERERERFxRpq2f2nYgCz8u2YGiIhuwYQPw1Vcc2c3bzRIRkWqWlJRUfGO3ambXOk876aST8O677+LEE09Ey5Ytcfrpp+OWW27B119/XW55hOeff774Pt/7rbfewplnnono6Gi0adMG33//vXmMQeHGjRvj9ddfL/Ee7DLP123gvgpAWlqayd5NTEw0o74OGzYM//33X/Hz77//fnTv3h0ffvih+Xy2/4ILLkBGRoZ5nJnDf/75p+lWbmUTM5OYOL1v376m9iezFm+//XaTzegYWLvmmmtMFmS9evVwwgknmJqip556aok28zWcd++8885RLBkRERERkQCVkwbsWw9sXwhk2Ms8iecpaOun7v52Ga6ZvAj/bNwHtGoFnHMO8MUX3m6WiEhAYeZcVl6BV25lZe15AoOnrLdZUQ888ADOO+88LFmyBCNHjsTFF1+M/fv3Izg42ARXP/744xLPnzx5Mvr372+CxfxOHHCJ9Ts5cNWCBQvQs2dPDB8+3LyHZf369fj222/x448/mhuDsY8//rh5jMFavh8zhZllzFuTJk1MvVC2p0+fPiYI/Nprr+Htt9/Gww8/XKI977//PkJDQzFr1iyTeXz55Zdj2rRpJTKW2TbWKOX3FBERERERAKlbgFVTgTmv2m9LPgfWTAf2b9TsqSIqj+Cnth3INv/uSM0B+vYF5s4F8vO93SwRkYCSnV+IjvdO98pnr3hwBKLDq2Y3zaDoSy+9hGeeeabCr2Wm64UXXmj+fvTRR837zJ0712TzMoD77LPPYvPmzWjWrJnJvv30009x5513mufPmDEDS5cuxe7du002LLE8AwO0X375ZXH9XL6O3cljY2PN/dGjR+O3337DI488YjJvWdKAmb7MhrW8+uqrJnj78ssvm+zb9u3bY8eOHfjf//5nSkYwqEwsD/Hkk0+W+E7t2rUzmb233Xabuc+s5HPPPRe1atWq5BwWEREREQkwOxYBu1bY/w4KBqLrAFG17TepEgra+qnULHuANiMnH3jzTfbltGfcioiIlIGBTAZYGZRklmlFde3atfjvmJgYE1hlEJY48BKDpZ988okpTcAMWT5mZawys5YZrHXr1i3xntnZ2SaQbGFZBCtgSyx1YH1GaVauXGkycBmwtQwcONB83rZt29C0aVMzrXfv3ke8lvNh0qRJJmjLz5kyZYoJEouIiIiI1EhZ+4Gtc4Emfe3BWUruBoSEA/XaAvFNgFCNDVHVFLT1Q+xempZtH/E7I6cAGHj4BFpERDwnKizEZLx667OrImA7dOhQE9xkkLIywsLCStxnkJSZsRZm27IkAoO2/HfEiBGmfizxeQzAuhqEKSEhwe3PKG3f6BiwtaZZr3cMNDsbM2aMaS8HbOONQeNBgwaV+XkiIiIiIgEnNwPYNAtI+Q+wFdkzatueaH+sdnP7TaqNgrZ+KCuvEPmFtsOZti+8AOzbB1x2GdOTvN08EZGAwWBfVZUoqG6s+cqAba9evUz3f6tcgKdddNFFuPvuu01WLUsesLashfVrWc+WNWUZGK0slkcoLCwsMa1jx4746quvSgRvZ8+ebTJ2GzVqVOb7MfN31KhRZr4waDt27NhKt01ERERExO/k5wBb5gDb5wOFhwbyrdMSSGzv7ZbVaIFxJlrDpGUfrl2bnl0A3HCD/Q7rA951l/caJiIiPokZtkOGDDElAlhDds+ePcWPOdaF9YQWLVpgwIABGDduHAoKCnDGGWcUP3b88cebLF8GSJ944glTS5Zt48BfnOaqdIErDPj++++/2LRpk6k7ywHVJk6ciOeffx7XXnstrrnmGqxevRr33XcfbrrpJrcC1CyRcOqpp5pg8CWXXHJU80BERERExG/sXAqs/x3Iy7Lfj28EtBwCJNjLi4n3VE2ajVRLPVvKyM0H4uPtd6ZM0ZwXEZEj/Pzzz1i3bh1+//13NG7c2JQosG5VgSUS/vvvP5x11lmIiooqns4MWAZoBw8ejMsuuwxt27bFBRdcYIKvDRo0cPv9b7nlFoSEhJjs2vr162PLli0mm5bvzUHRunXrhgkTJpjAMbN+3cGAMucHyzk0bNiwUt9bRERERMTvZO62B2yj6wJdzgF6jFbA1kcE2ayCbzUEByPh6NJbt241J67+aPb6vbjozX/N34Pa1MOH9XYCr7wCDB8O/O9/3m6eiIjfysnJwcaNG022aGRkpLebI9UoKyvLBGvfeecdE2wOpHU3EI595EhariIiIlIpeQeBgtzDA4zxb2bbNuwBBHt+XA1P2VYDj2lVHsEPpTlk2qZzIDJ2PXXofioiIiLu4QBnrLP7zDPPID4+HqeffrpmnYiIiIgEHuZscoCxDTOA6HpAj/9jVzggNAJo7F6ZMqleCtr6oVSHmrYZDn+LiIhIxbC0ArNTebX+vffeM4OkiYiIiIgElIP7gDXTgNQt9vuFeUB+FhAe4+2WSRl0ZuLvA5Ex07ZpUw4LDsybx6G5vdo2ERERf8JBzWpYpSgRERERqSmKCoEtc4DNs+1/h4QCzQcDjfsAbgzWK96loK2/D0SWkw9s3Wq/06uXPd1dRERERERERERqrpw0YMnnwMG99vt1WgJtTwSianu7ZeImhdX9UFp2XvHfuQVFyFuw8PCDRUXeaZSIiIiIiIiIiPiG8FggKBgIjwY6ng50PU8BWz+jTFs/z7Sl9BZtUO+334D4eK+1SUREREREREREvGjfeiChmb0MAssfdDoTCIuy38TvKGgbAEHbjMIg1Bs2zGvtERERERERERERL8k7CKz9Bdi9Emh+LNBikH16dB0tEj+moK0fSnUYiIwiXnoBiA4Bxo8H6ugHKSIiIiIiIiJSIzBQu/ZnIC/LXg5BAoaCtn4o3Slom/js40BmBpCVBVx5JdCwodfaJiIiIiIiIiIi1ZBdu2Y6sGe1/X5MPaD9qUBcsmZ9gFAI3g+lZtkHIqtXK8L8u/3Us+0PPPggsGiRN5smIiLiU9577z0kJCR4uxkiIiIiIp6zfyMw9017wJbZtc0HAr0vU8A2wCho62fyCopwMK/Q/N2kjr2Q9L83PQhMnAgcfzwQF+flFoqISHUKCgoq83bppZdi06ZNGDduHFq0aIGoqCi0atUK9913H/Ly7BcBAyVg2rx5czz//PMlpp1//vlYs2YNfNX999+P7t27e7sZIiIiIuJPIuOBonygViLQ6xKgxWAgOMTbrRIPU3kEP5N2qDRCUBDQKCEKi7akIj0nH3jlFW83TUREvCAlJaX4788++wz33nsvVq8+1EUKMEHaOXPmoKioCG+88QZat26NZcuWYfz48Th48CCefvppry83Bo/Dw8Or5L35/XkLpO8kIiIiIjWMzQZkpABxDQ8PMNbtIiA2ScHaAKZMWz+Tlm3PioqLDEN8VJj5OyOnwMutEhERb0lKSiq+xcfHm+xa52knnXQS3n33XZx44olo2bIlTj/9dNxyyy34+uuvyw083nbbbWjUqBFiYmLQr18//PHHH+axnJwcdOrUCVdccUXx8zdu3Gg+78033zTPGzt2LNLS0oqzfplVamXEPvzwwyYLmM9nAJn+97//oW3btoiOjjbtvOeee5CfX7KO+/fff4/evXsjMjIS9erVw1lnnWWmDxkyBJs3b8aNN95Y/HmlZfu+9tprJtuYQdV27drhww8/LPE4X/vWW2/hzDPPNG1p06aN+dyyVOY7sW0PPPAA/vvvv+I2cxpxvnHeJiYmIi4uDsOGDTPPExEREZEaJjcDWPYVsOB94MDmw9PjGylgG+AUtPUzqVn2E72E6DDERtqDtled2dteFmHnTi+3TkQkQB08aL/xCreFpQU4LTfX9XOLig5PY5CO03Jy3HtuNWBQsE6dOmU+h0HXWbNm4dNPP8WSJUtw7rnnmgDw2rVrTdD0448/xvvvv49vv/0WhYWFGD16NIYOHWoClgMGDDClChhwZDYwbwwUW5566il07twZCxYsMIFMio2NNUHLFStW4IUXXjDB3+eee674NVOmTDFB2lNOOQWLFi3Cb7/9ZgK4xAB048aN8eCDDxZ/nivffPMNrr/+etx8880m4/jKK68033PGjBklnsdg6nnnnWe+98iRI3HxxRdj//79Zc6vin4nlm5gOxj8ttrMaTabzXzHnTt3YurUqeb9evbsieHDh5fbBhEREREJEDz3SFlir127d609QJutY8GaREFbPy2PkBAVhrgoe3WL8KxMICMD6NIFuOsuL7dQRCQA1aplv+3de3jaU0/Zp11zTcnnJibap2/ZcngaS9hw2rhxJZ/bvLl9+sqVh6cdyrSsSuvXr8dLL72ECRMmlPmcTz75BF988QUGDRpkMlMZdD322GNN1i6xFiuzSxmkZYYrX8MMVWIWq3Pmby1+10OYOcr3Y7kG3ujuu+82wV5mrZ522mkmoPn5558Xv+aRRx7BBRdcYAKqHTp0QLdu3XDnnXeaxxiADgkJMUFS6/NcYTkIZsNOnDjRZMDedNNNJhDsXCaCz7nwwgtN2x599FFTSmLu3LllzteKfieWbeA8CQ0NLW4zpzGAvHTpUjPvGZRmpi/bx4zhL7/8spylKyIiIiJ+LycdWPoFsGoKUJBrL4PQayzQsIe3WybVSDVt/TTTNj46vDjT9p6nvsYjG3+1BwU2bvRyC0VExJft2LHDZMsya/byyy8v9XkLFy40GZ8MbDrKzc1F3bp1i+8zCPndd9+ZIPBPP/1kSha4w8qQdcSAJLNz161bh8zMTBQUFJhMXcvixYuLyw5U1sqVK0uUdKCBAweaLFhHXbt2Lf6bpSEYDN69e7fHv5MrzKzlcx3nM2VnZ5vAuIiIiIgEsF3LgTXTgII8e3Zt80FAk35AsPIuaxoFbf1M6qFMW9azjYu0L76NcUnArbcCZ54JNGni5RaKiASgzEz7v9HRh6dxu3vDDUCo067UCuw5Dn519dUAg40hTiO6btp05HMvvRRVGbBl+YL+/ftj0qRJZT6XA5cxc5UBRP7ryDFjloFMDnzG57BsAgPC7mAg1NE///xTnEU7YsQIk6XLsgzPPPNM8XM8NaCYVe/WwuC087SwsLAjXsN54unv5Ao/Jzk5ubh+sCPn+rwiIiIiEmBsRfaALQcda38KEONeUoQEHgVt/UxaVl5xeYTYQ0FbMxBZs2b2m4iIeJ5TMM4ID7ff3HkuA4BOQcAyn1sFtm/fbgK2vXr1MuUNgsu5Ut+jRw9Tp5ZBWZZHKM1ll11m6rgyA3bcuHGm7mrHjh2LSyTwPdzB2rnNmjXDXQ5lfjiwmHP2K+vYsgatK+58HssqzJw5E2PGjCmeNnv2bDPd09z5Tq7azPq1rGfLsgksqyAiIiIiAV67NicNiDp0cb5BZyA4DKjXVtm1NZyCtn6aacuByOIiwxBSVIgTfv0UwCLgyitdBxBERKRGY4btkCFD0LRpU1Mbdc+ePcWPlVb7lWUROPgWg5vMDGUQd+/evfj999/RpUsXMzjXK6+8gjlz5pjBupo0aWLKI/A1//77rwlGMuDIbv4MtLL+bHR0tLm5whqwW7ZsMZmoffr0MYOOcdAwR/fdd58JCrO+LjNYWWqAn3nbbbeZx/l5f/31l3ksIiLCZamGW2+91QwwZg3s9cMPP5hBzH799dejnMuV+05s88aNG03pBw6kxjIMxx9/vMmGHjVqFJ544gm0a9fOLEMOSsZprsowiIiIiIgfyk4FVv8EHNwD9B0PhEWxixeQ2N7bLRMfoIIYfjoQGcsjsKZtaGEBrvv+FeC66zh0tv0mIiLi4OeffzY1VRlwZWCQXe+tW1mYkcugLevWMnB4+umnm4AsA7SrVq0yAdBXX33V3CcGcVNTU3HPPfeY+xyAi4OdnX/++ahfvz6efPLJUj/rjDPOMIOZXXPNNWaAM2a/Wu9jYeCZg3N9//335jkc+IvtsTz44IPYtGmTCery81xh0JP1a5966il06tQJb7zxhvmefG9Pc+c7nX322aakBLOg2WYO/sZSDAzQDh482GQyM4DOQDS/W4MGDTzeThERERHxQnbt9gXAvLeAA5uAwlwgfYcWg5QQZGMhtxpk27Zt5uRy69at5sTV31zyzlz8uWYPnj63Gwa0qoshD0/Hsz89h1MiMhC0aBEQGwukp3u7mSIifiknJ8dkPbZo0QKRkZHebo6IR9Zdfz/2Ede0XEVERPxU1n57dm3qFvv9hCZAu5FAdB1vt8ynbauBx7Qqj+Cv5REO1bTNCw3DNafdhuNv6IPI00/lCCX2KzZOA6qIiIiIiIiIiIiXs2s3zAAKC4CQUKDlUKBRL8VwxCUFbf10ILL46DDEhIciOAgosgHp0XGInDvX280TERERERERERFnTK7LSLEHbBOaAu1HAlG1NZ+kVAra+nGmbXBwEGpFhCI9p8DcEuO83ToRERERERERETGKioDCPCDsUPmq1scD8Y2B5O7KrpVyaSAyP1JUZDs8EFl0mPm3UWEW5r30f2jWuZU91V5ERERERERERLzr4D5g8UfAyh8Ox2vCooCGPRSwFbcoaOtHMnILin/n8VH2oG18eBDqZ6UibM9u4OKLgc6dAYeRtEVEREREREREpBqza7f8C8x/B0jbDqRtAbIPaPZLhSlo60fSsuxZttHhIYgIDTF/B9WtixMvexl/ff4LsG4dsHw5sHu3l1sqIuLfbOq5IH5G66yIiIiIDzi4F1j0IbD+d6CoAKjTAuhzORBdx9stEz+kmrZ+JDU7r0SWLcXERGJO/ebY3qwt8OyzQG4u0L27F1spIuK/wsLs29esrCxERUV5uzkibuM667gOi4iIiEg1Z9du/RfYNNMerA0Nt9evTeqqUghSaQra+pHUQ5m2jkHb2Ej73xk5+cDgY73WNhGRQBASEoKEhATsPtRjITo6GkEc5VXEhzNsGbDlOst1l+uwiIiIiFQzBmpTFtv/rdsKaHsSEKnR4uXoKGjrR1IPDUKWcGgQMqpry8X5/01Hk8JlwOD/ebF1IiKBISkpyfxrBW5F/AEDtta6KyIiIiLVoKgQCAq2Z9Iys7b9KUB2KpDURdm14hEK2vqRtCx7eYSEqPDiaQ1yMnD3tJeQ90cUcNW5wIoVQKNGQI8eXmypiIj/YmZtcnIyEhMTkZ9vv1gm4stYEkEZtiIiIiLVKHM3sOpHe/mDxr3t0xKa2m8iHqKgrR9Jc5FpGxkXg19a90P9enHo/tFHwH33AePHA5MmebGlIiL+j0EwBcJERERERKREdu3m2cCWOfa/8/8FkrsDIQqviedprfLHmrYOQduQRo0w/ux7cHyHBngreCXQuzfQVFd2REREREREREQ8JmMnsGqKPcuW6rWx165VwFaqiIK2fljTtuRAZKGHByK7cjQwerTX2iciIiIiIiIiEnjZtbOAzXMAWxEQFgW0ORFI7KDatVKlFLT1w0xbx5q2cYcCuBk5BV5rl4iIiIgEIJsNyM/yditERES8K3MPsOFPe8C2Xlug9fFAeLT2kY7CohXArgIK2vqRtOxDA5E5lEeot20D/n59HDLiagPXr/Ri60REREQkoDBg+2hDb7dCREREfN2dO4DwGG+3IuAEe7sBUplMW4fyCEGFaJK2C/UO7AbWrweOPRYYNkyzVURERERERERExE8p09aPpFk1bR0ybSPat8Oo0c/AFhKCbwEEzZoFREd7sZUiIiIiEjBdHZk5IyIiUhMUFdhr126bby8RVKcl0Pksb7fKf44ZfMxff/2Fp556CgsWLEBKSgq++eYbjBo1qszX/Pnnn7jpppuwfPlyNGzYELfddhsmTJgAb1HQ1k/YbLbigcgSog/XtI2tG4/FDduZv7PqJiLmyy+B+HivtVNEREREAkRQkLo6iohIzZC2DVg1FcjaBwSHAQ06Ha5dK37p4MGD6NatG8aOHYuzzz673Odv3LgRI0eOxPjx4/HRRx9h1qxZmDhxIurXr+/W66uCgrZ+Iie/CHkFRebveIfyCFFhIQgNDkJBkQ3pQaGI8dKKJCIiIiIiIiLiVwrzgY1/Hs6ujagFtD0JqNfG2y2To3TyySebm7tef/11NG3aFM8//7y536FDB8yfPx9PP/2014K2qmnrJ1IPDULGAG1MeEjx9KB9+3Du2r8xdP08ZOQUeLGFIiIiIiIiIiJ+ZNcyYOs8e8A2qQvQ53IFbGuoOXPm4MQTTywxbcSIESZwm59v7/le3RS09bdByKLDEMSuapbVq/HYl4/j3t8mISMnH5g7F/jxR2DfPu81VkRERKQGYc200047zdQ+43Hat99ypAGUWzOtV69eiIyMRMuWLU12h4iIiFSzpG5AYnugy7lAh1OBsCgtAjct37scs3fMxraMbdU6zzIyMpCenl58y83N9cj77ty5Ew0aNCgxjfcLCgqwd+9eeIOCtv42CJlDaQQjLg6L2/bCwobtkZ5dAIwdC5x2GvDff95pqIiIiEgNrZn28ssvu/V8q2baoEGDsGjRItx555247rrr8NVXX1V5W0VERGq0A5uBJZ/byyJQcDDQ6UygXmtvt8ynx1hKyUzB8n3LS0xfvGcxFu9ejF1Zu6q1PR07dkR8fHzx7bHHHvPYe5dIkjz03V1Nry6qaet3mbaHByEzunTBU7e+jFnr9uF5Bna7dAGio4Ewp+CuiIiIiFSJQKiZJiIiEtAK8oANfwDbF9jvb/kHaDHI263yaWm5aVixbwXWpa5DRl4GwkPC0aFOBwQH2fM/29Zui9zCXCRGJ1Zru1asWIFGjRoV34+IiPDI+yYlJZlsW0e7d+9GaGgo6tatC29Q0NZPpB2qaXtEpi0DuVH2QG5qVh7w6afV3jYREREROfqaaW+//bapmRami+8iIiKec2ATsGoqkJNmv9+wO9Ckr+awC8ws3Za5DUv3LMXm9M2wwZ5pyoBti/gWKCgqMH9Tn6Q+XpmHsbGxiIuL8/j79u/fHz/88EOJaT///DN69+7ttWMzBW39LdPWRdA2Pto+LfVQCQURERER8V3l1UxLTk4+4jWs1+ZYs4313ERERKQMBbnA+hnAjkX2+5HxQLuTgTotNNtKMW/nPMzfNb/4fpPYJuhYtyOaxjVFWLB/9ejOzMzEunXrSpSnWrx4MerUqWN6PN1xxx3Yvn07PvjgA/P4hAkTTKmrm266CePHjzcX2XlB/ZNPPvHad1DQ1k9YAVkrQFts9mzceOMlGBCZhPkDNICFiIiIiD+oaM001mt74IEHqqVtIiIiAWHdr0DKEvvfjXoCLYcAoZ7pSh8oimxFpsRBVKh9ALZ2ddph6d6laFO7DbrU64LakbXhr+bPn4+hQ4cW32cwli655BK89957SElJwZYtW4ofb9GiBaZOnYobb7wRr7zyihlg9sUXX/Rq6SqvDkTGg88+ffqY1ObExESMGjUKq1evLvd1NXG03cOZtk41bdPTUX/zOjRPTUE6A7uffw4MGgTcf793GioiIiIiHq+ZxmyQtLS04hvruYmIiEgZmg8CaiUC3S8E2o5QwNZBYVGhqVc7eeVk/Lntz+Lp8RHxuKTTJRjceLBfB2xpyJAh5qK4840BW+K/f/zxBxwdd9xxWLhwoendxMxcZt96k1eDtgy+Xn311fjnn3/wyy+/mC5hrO/FEXhLU1NH2zUBWTMQmVOmbZ8++OOVT3D3iRPt2bh79wIzZwLLlnmnoSIiIhIQXn31VZNxwIvkvFj+999/l/n8jz/+GN26dUN0dLTp3j927Fjs27ev2trrT1gzjce+FamZxkE2WL/NujHpQURERBzsW28fbMwSGQf0vgyo3Vyz6RAGLdcdWIdPV3+KP7b+gfS8dOzM3GmybS2hweqU7yu8uiSmTZtW4v67775rMm4XLFiAwYMHu3xNTR1tN/XQQGRHBG3r1kXucUOweMsC9ORAZCNGAF9+CbRs6Z2GioiIiN/77LPPcMMNN5jA7cCBA/HGG2/g5JNPNtmdPA5zNnPmTIwZMwbPPfccTjvtNFMfjJkJl19+Ob755hsEukComSYiIuK38nOA9b8dLoWQ0Oxw3dpSyg7VRFsztuKflH+wJ2uPuc+SCD0Se6BT3U4IC/GverU1hU+Fz9nVi3iA66nRdgNl0AarPEKcq4HIDk0zmbatWtlvIiIiIpX07LPPYty4cSboSrxYPn36dLz22mumvJUz9ppq3ry56f1EzNC98sor8eSTT9aIZRAINdNERET80t51wJqfgNxMe4C2UW8gvrG3W+VzVu9fjd+2/Gb+5oBi3RO7o1v9bggPcSrBKT4l1JdStHmAe+yxx6Jz584eG203UAZtOFzT1ilou2MHGv/1J3pt24ZNMd290zgREREJGHl5eabX0+23315iOi+az5492+VrBgwYgLvuussEIpmRy/qsX375JU455RTUBFbNtNJYtdNc1UwTERGRSsjPtg80tvNQacjoOkC7kUBCE81Oh7q1IcEh5u+WCS0xd+dctIhvgZ6JPREdFq355Ae8WtPW0TXXXIMlS5a41S2sIqPtBsqgDWnFNW2droLMmYPGYy/C//58z2Ta2phVPGsWMHWqdxoqIiIiPom9jdLT04tvjj2RHPEieGFhocuL5M6DZzkGbVnT9vzzz0d4eLgZaCshIQEvvfRSlXwXERERqcEYA1o82R6wZRyoSV977VoFbI2s/Cz8te0vfL3u6+J4GbNrL2x/IY5tdKwCtn7EJ4K21157Lb7//nvMmDEDjRs39uhou4EwaEN+YREycwtcZ9rWro2ifv2wtl5TFBbZkLk/DTj2WICZLXn2OrgiIiIiHTt2RHx8fPHNVZmD8i6Su7pATrwoztII9957r8nS5bgFvjDiroiIiAQgHo80PxaIrgv0GA20Hg6oJisKigqwaPciTF41Gcv2LjO1a7dnbi+ebRpgzP94tTwCD/4ZsOUAFX/88Yep7+XOaLs//PBDhUbb9Xfph7JsXda0HTYMwf/8gwfv/om/UKSFRyO2dWsTzEVWFhCu+iQiIiJiD6w2atSoxIVtV+rVq4eQkBCXF8mds28tDABzwLJbb73V3O/atStiYmIwaNAgPPzww0eUrxIRERGpkD2r7f/Wb3f437qtgUPd/2syxtY2pG3AnB1zkJ6XbqbVi6qHgY0GolGtw8d+4n+8GrS9+uqrMXnyZHz33XcmA9Y6OWD2R1RUlPlbo+0eGmCMAdvIUIQEu85wSYgOw670XKTmFKLx2rXVuBRFRETEH/BYi72OysPyBr169cIvv/yCM888s3g6759xxhkuX5OVlWV6PTli4JfKqvUqIiIiUqa8g8Dan4Hdq4CwKCCuERBRy/6YArbILsjGtI3TkHIwxcySmLAY9Evuh3a125XaQ0r8h1eDthyB2Bq8wdG7776LSy+91Pyt0XYPD0IWH116JnF8lD1oa9W+FREREaksDg47evRo05OJvZwmTZqELVu2FJc7cL6oftppp2H8+PHm2G7EiBHm+O2GG25A37590bBhQy0IERERqbjdK4E10+2DjgUFAw17AKGRmpMOIkMiUWgrNKUPeiT2QPf63RGmUhEBw+vlEcqj0XY5CJm9Nm1ClItSB1OmAA8+iOtrtcDVfUYXB3hFREREKosDiu3btw8PPvigCcB27twZU6dORbNmzVxeVOfFdg509vLLL+Pmm282g5ANGzYMTzzxhBaCiIiIVExupj271iqJUKs+0O4UIE7llvIL87Fk7xJ0qdcF4SHhJpt2WNNhCA8OR63wQxnIEjC8GrQV91iBWJZAOMKePcDcuWjSzf5YKgO8998P/PorwLpypXRjFBERESnLxIkTzc3di+ocp4A3ERERkUrLywLmvXU4u7ZZf6DZwBpfCoFJj6sPrMa/Kf/iYP5B5Bfl45jkY8wsqxNZRytcgFLQ1g9YJQ9YAuEIw4cDP/yAP5akAumHAryrVwOzZgFnn139jRURERERERERqYzwaKB+eyB9O9D+VCDW9SCoNcmOzB2YuX0m9mbvNffjwuOQGJXo7WZJNVDQ1t8zbZs0MbeMoBXA3xuRzgDvNdcA55wDdO9e/Y0VEREREREREXEHy2buWgbENwaiatuntR5uz7Kt4QONpeWmYc6OOdiQtsHcZzmEXg16mdIIrGErgU9L2d8zbQ9JiA4/HOAdObDa2iYiIiIiIiIiUmE56faBxvatA2o3A7pdCAQFARpIy5i/c74J2AYhCB3rdkSfpD6IDovWilaDKGjrB1KzyhiIbOtWUw6h6c5C+3MPDVomIiIiIiIiIuKT2bU7lwLrfgUKcu0ZtbWb26czaFtDFdmKkFeYh8jQSHO/b3Jf5Bbmol9yP9SNquvt5okXKGjrB1KtTFtX5RG++44jf6DXCacCPSfYM21TU4Hly4GQEOAYe2FqERERERERERGvykk7lF273n4/LhlodwpQq36NXjCb0zdj9o7ZZlCxEc1HmGmx4bEY2XKkt5smXqSgrT/VtHVVHqFOHaBLFxSxtq1VSuHvv4HTTwf69AHmzq3u5oqIiIiIiIiIlJS+A/jvE6AgD2BN1haDgMZ9geDgGjun9mXvM8HarRlbzf3sgmxziwqN8nbTxAcoaOsHzOBiDnVrS7joInM7sC0NeHmmPcDboAHQqhXQuHH1N1ZERERERERExFlMIhARBzC20f5UIKbmdvnPys/CvJ3zsGLfCthgQ3BQMLrW64peSb0QERLh7eaJj1DQ1o/KIyS4Ko9wiPWYqWnbty+wbl21tU9EREREREREpATWqN29Eqjf3p5NGxIKdD0fCK9Vo7NrUzJTMGXjFFO/llrGt0T/hv0RHxHv7aaJj1HQ1scVFdmKByKLd1Ue4RCr3m1OfhFy8gsRGRZSbW0UERERERERESmWfQBY/RNwYDPQMg1o1t8+PTKuxs+kelH1EBYchrjwOAxsNBCNajWq8fNEXFPQ1sdl5hWgyIbSg7affAK8+SZqnXQSgoM6meeynIKCtiIiIiIiIiJS7dm12xcCG2YAhfn27NpQF6Uea5DdWbuxct9KDG48GEFBQQgLCcOo1qNM0Jb3RUqjoK2PSzs0CFlkWLDrQOymTcCMGQhu0QLxzbrjQFa+KaeQOP4SYNs2e1C3adPqb7iIiIiIiIiI1BxZ++3Ztalb7PcTmgDtRgLRdVATZeZl4t+Uf7H6wGpzv0FMA7Sv0978rVII4g4FbX2cGViM27qoUq5MjRoFtGwJtGiBhL+y7EFbvmbOHGDrVmDXLgVtRURERERERKTq7F4FrPoBKCwAQsKAlkOBRj2BGphJml+Yj8V7FmPR7kUoKCow09rVbofGtTRYvFSMgrY+Lq28Qcg6dLDfeKVm3izzr6mB+9xz9o1jq1bV11gRERERERERqXli6tlLI9RuBrQ7GYiqjZrGZrNhzYE1+CflHxzMP2imJcckY0DDASbLVqSiFLT1canZ5Q9CZrECuyyPgLPPrvK2iYiIiIiIiEgNVFQEpG8DEpoeDtr2HAPUalAjs2stS/cuNQFb1qvt37A/Wsa3VN1aqTQFbf2kPEKpQdstW4Dt24HkZCQceo5VB1dERERERERExKMO7gNWTwHSdwA9RgPxjezTY5Nq3IxOy01DdGi0GVyMg4od2+hYpBxMQZd6XRAarJCbHJ3go3y9VLFyyyNMmgQMGAA8+ywSosMPv4aB3JkzgTVrtIxERERERERE5Oiza7f8A8x/B0jbbq9dm5tRI+dqbmEuZm+fjU9WfYKFuxcWT0+KSUKPxB4K2IpHKOzv40x9WhO0LWUgstq17QOR1a+PuEOZtqakwosvAk8+Cdx4ownoioiIiIiIiIhUysG9wKofgfQU+/06LYF2JwGR8TVqhhbZirBi3wrM3TkXOQU5Ztr+nP2mni0zbUU8SUFbP8m0LbU8ws03228M7M7ceLikQuPGQOvWQHzN2oCKiIiIiIiIiAdtnQdsmAEUFQKhEUDr4UBS1xpXu3ZL+hbM2jELB3IOmPu1I2ubQcaaxjZVwFaqhIK2flLTttTyCA6s55hA77XX2m8iIiIiIiIiIpUVEmoP2NZtDbQdAUTG1bh5uWj3IszZMcf8HRkaiT4N+qBj3Y4ICQ7xdtMkgClo6+NSy8u0dRG0tQK9IiIiIiIiIiIVwgBtThoQXcd+P7k7EBFnL4lQw7JrLa0SWmHBrgXoWKcjeiX1QkRIhLebJDWAgrY+Ls3KtI0qpabtm28C330HnHce4o877XBNWxERERERERGRisjYBayeAuRnA30ut5dDYKC2bqsaMx8LigqwdO9SpOWmYUiTIWZaXHgcxnQcg/CQUmIzIlVAQVsfZwVgSy2PsHQpMGUK0L07Ek4OOxzo3bIFuPpq+3N++KHa2isiIiIigYGDqmQXZHu7GSIiUh2KChG89V8Eb/kHQbYi2EIjUZi2Fba4hjVqv7cxfSPmpsxFRl6GmdYirgXqR9cvEdCVI0WFRqmubxVQ0NbHWaUOSi2PcNFFJmCLrl2Ln5OeU4DCIhtCfvwRCA/nlqfGdmEQERERkcphwLbf5H6afSIiAa5eQSGGZWWhbmGhub8hLAx/RUche9OHqOneWvaWt5vgF/696F9Eh0V7uxkBR0FbH5aTX4jcgqKyM22POcZ+Y2C30P5cSo+rg9osnVCnjoK2IiIiIiIiIlKSzYa+ObnomZOLINiQExSMv6IjsT4sTIlfIj5AQVsflnZoELKQ4CDUiih/UYWFBJvnZeYWILUoGLUvv7waWikiIiIigdrVkZkzIiISuEJWfI/gvWtQVL8dClsNx4TwmpUtmV+Yj8/XfI6s/Cy0rt0afRr0Qa3wWt5ull8eM4jnKWjrJ6URgkorb7B1K3DgAJCUBCQmmucyaHsgKw8tEFO9DRYRERGRgMHjT3V1FBEJMIUFAOuyhkXa77c/FUjbBiS2R42pW5u2ES3iW9jjLGHAic1PRGRIJBrENPB283xewb59yFm5CgV79qAoIwNF2dmI7tMbQT17ertpASnY2w2Q0qVmHRqErLR6tvTAA0C3bsDbb5u7tWPCDr92wwbg77+B3bs1m0VERERERERqsrTtwIJ3gTU/HZ4WUavGBGx3ZO7AF2u+wLRN07DmwJri6c3imilgW0qAOz8lBQVMFDyk6OBBZC9ahPxt21CYlgZbXh5wqBayeJ4ybX1Y6qHyCPGl1bOluDh7lm0te/p+7ehw8+++zDzg5rHAX38Bn34KnH9+9TRaRERERERERHxHYT6w6W9g61z7mDf52UBupj1gWwOk5aZhzo452JC2wdwPDwlHga3A283yWQzS5q5ejdw1a1CYlo6onj1Qa+BA81ho/fqI6trF/BsSH4+g6GgEx6iXd1VR0NaHpR0qj1Bmpu2zz9pvh9SNsQdtWR4BLVsCO3YAwUqoFhEREREREalxWPpg1RQga7/9foNOQJsTgLDAr0GaW5iLBTsXYMneJSiyFSEIQehYtyP6JPVR+R8ntoIC5K5fj5ylS5GfsrN4elBYGIJCQorvB0dFodZxx1XfQqzhFLT1g4HIEg5lz7qjTkyE+XffwTzg3XerrG0iIiIiIiIi4sPZtRv/BLbNt2fXMqu27UlAvTaoKX7e9DO2Zmw1fzeJbYL+DfujXlQ9bzfLJ8sgHPjkUxSmptonBAchvGkzRLRri4gWLUzgVrxDQVsflpptr2nLwcXcVbeWPcC7n+URRERERERERKTmKSoEdq+yB2yTugCth9eI7Fpm1AYH2Xsb92rQC5n5mRjQcACaxjYtfYD3GhikLdi9B6GJ9c084S28WVPkFhQgqnMnRHToiJBaKnngCxS09WGph8ojlBm0ff55YM4cYOxY4KSTUOdQeYT9zLQVERERERERkZqTXRscCjA4GRYJdDjVHryt2wqBbl/2PszeMRsNohugb3JfM61hrYY4v935xUHcms5WVIS8DRuQtWgRCnbuQsJZZyKsUSPzWPQxxyDm2GMRpPKaPkVBWz8YiCyhrIHIZs8GvvgCGDTI3LWCtqY8wty5wEMPAU2aAK++Wj2NFhEREREREZHqdWAzsHoq0LQ/0LC7fVrt5gG/FLLyszBv5zys2LcCNtiwK2sXeiT2QFiIPY6igC1gy8tDzqpVyF682AwsRkGhISjYv784aBsc7n5ZTqk+Ctr6w0BkZQVtL7vMHrAdPLjEQGQm0zYjB/jxR6Bjx+ppsIiIiIiIiIhUn4I8YMMMYPtC+/3t84HkbvZs2wBWUFSApXuXYsGuBcgrtPc0bhnf0tSttQK2NZ0tPx9ZCxYge+lS2HJyzbSgyAhEdemKqC6dERyjEgi+TkFbfxiILKqMKx4nnWS/HVKiPELn7sCkSfZMWxEREREREREJHPs3Aqt/AnLS7Pcb9gBaDQ34gO3Ogzvx6+ZfkZ5nzxrl4GIDGw1Eo1r2rFE5JCQEuWvWmoBtSHw8onp0R2T79hpYzI8oaOsPA5GVlWnrpG5MhPk3M7cAuXXrIWL8+Cprn4iIiIiIiIhUs4JcYP0MYMci+/3IeKDdyUCdFjViUUSHReNg/kHEhMWgX3I/tKvdToOMcbU4cAA5y5Yhpn9/BIWGmvq0MccONIPRhbdooXq1fkhBW38fiGz7diA7G2jQAIiNRWxkKEKCg1BYZMOBg/lIig+pvgaLiIiIiIiISNU6uBdIWWz/u1FPoOUQINSewBWIMvMysTl9MzrV62Tux4XHYWSLkUiKSVIpBAZr9+1D1vwFyF271gRoQ2rXQVRn+7yKaNnSuwtPjoqG0PNRBYVFyMgpMH8nlBW0veIKoE0b4KuvzN3g4CDUjrYGI8sF1qwB/voLSLd3GxARERERERERP1NUdPjv+EZAy6FA94uAtiMCNmCbX5hvBhmbvGoy/tz2pymLYGkS16TGB2zzd+1G2pQpODD5E+Qy9sOM2ubNEVq/vleXmy959dVX0aJFC0RGRqJXr174+++/y3z+xx9/jG7duiE6OhrJyckYO3Ys9u3bB29R0NZHpR8K2JabaRsVZTJs4TDSX4nByE45BTjuOOC//6q2wSIiIiIiIiLiefvWA3MnAQcdgkdN+wG1mwXk3LbZbFi1f5UJ1jJoy0HHkmOSERqszuJm/hQUIO3775H6+efI27DR1DCOaNMatS84H/GnnYqwBoneXoQ+4bPPPsMNN9yAu+66C4sWLcKgQYNw8sknY8uWLS6fP3PmTIwZMwbjxo3D8uXL8cUXX2DevHm4/PLL4S1a431Uapa9nm1sRChCQ8qIrX/55RGTSgxG1rq1vQh5YWHVNVZEREREREREPCs/G1j3G7Bzqf3+5plAxzMCei7vyNyBWTtmYU/WnuJSCP0b9kfL+JaqW3sI69UawUGIaNsW0b16IbROHa8tM1/17LPPmgCsFXR9/vnnMX36dLz22mt47LHHjnj+P//8g+bNm+O6664z95mhe+WVV+LJJ5+Etyho66PSsvMrPAiZpU6tQ+URMvOAn37yeNtEREREREREpArtXQusmQbkZtoTsRr3BlocF9CznBm1v2z+xQwyFh4Sjl4NeqFLvS41OsOWWcd5Gzche9EixI4YgZBaMWZ6zKBBqBUcjJD4eNQ0GRkZSHcoARoREWFujvLy8rBgwQLcfvvtJaafeOKJmD17tsv3HTBggMnKnTp1qsnI3b17N7788kucwh7sXlJz13wfl3ooaJtQiaBtifIIIiIiIiIiIuJH2bW/AjuX2e9H1wHanwLEN0Ygyi3MRXhwuMmiZXC2X3I/7Dq4C32S+iA6LBo1la2oCLnr1iF7wQIU7LWXxchevBi1jh1o/g6tXRs1VceOHUvcv++++3D//feXmLZ3714UFhaiQYMGJabz/s6dh2sjOwdtWdP2/PPPR05ODgoKCnD66afjpZdegrcoaOuj0rLyy69nS48/bh9sbOJEoHfvEuUR9iloKyIiIiIiIuI/UpbYA7bMrm3SF2g+CAipeDKXryuyFWHFvhWYu3MuBjYciHZ12pnp7eu0N7eaylZYaAYVy5q/AIWpqWZaUHg4orp2QVS3bt5unk9YsWIFGjVqVHzfOcvWES8GOGcuO09zfF+WRrj33nsxYsQIpKSk4NZbb8WECRPw9ttvwxs0EJmP17RNiDo8wJhLU6cC774LbN7sItM2F5g+HTj1VF56qNoGi4iIiNRg/j46sYiI+AiWQWjQEegxGmg1LCADtpvTN+Oz1Z/hr21/IacgB2sOrPF2k3wmu/bAp58i49ffTMA2KDIC0f36os4lYxDTvz+Co2tu5rGj2NhYxMXFFd9cBW3r1auHkJCQI7JqWfLAOfvWwjq3AwcONIHarl27msAtj+/eeecdE8D1BgVtfbw8Qrk1bSdM4JoFdO5cPKlOTMTh8gi7dwNTpgCl1OwQERERkaMTCKMTi4iIl+xeBSz+BCgssN8PDrEPNhZ/OJMwUOzL3ocf1v+AKRum4EDOAUSGRmJw48E4paX3aoZ6m62g4HBWaHAwwps2NcHZmIEDUOeSSxDTty+CIyO92kZ/FB4ebi6i//LLLyWm8z7LILiSlZWF4OCSYVIGfq0MXW9QeQQflXqoPEJCeeURLrroiEm1Y8IOB21PGAC8+SbQunXVNFRERESkhguE0YlFRKSa5R0E1v5sD9rSjoX2cggBavHuxZizYw5ssCE4KBhd63VFr6ReiAgpvWt7ICvKzUXOkiXI/u8/xJ16KsKSksz06L59EXPMMQgKC7wM6+p20003YfTo0ejduzf69++PSZMmmQvqLHdAd9xxB7Zv344PPvjA3D/ttNMwfvx4c/xmlUfgRfm+ffuiYcOGXvkOCtr6qPSjGojMIdO2VSv7TUREREQ8LlBGJxYRkWrCjL3dK+0BWw46FhQMND0GaNgzoBdBYnSiCdi2jG+J/g37Iz4iHjVRUVaWCdRmL1kKW569LGbOipXFQdvgMuqzSsVwQDGWnnrwwQdNALZz587m2KtZs2bmcU5z7BV16aWXIiMjAy+//DJuvvlmJCQkYNiwYXjiiSfgLQra+nh5hHJr2rL8QWEhUKcOqy+XGIiM71FYZENIsOsiyyIiIiJydKprdOLc3Fxzs/CkQkRE/ExuJrB2OrDnUA3XWvWB9qcCsfaAXaBgV/INaRuQXZCNzvXspRwb1mqI89udj7pRdVETFWYeRPaiRchZvgy2fHtJhJC6dRDdqzci2qhndFWZOHGiubny3nvvHTHt2muvNTdfoZq2Pj4QWVx55RFOOglgmvaMGcWTah/KzuUFvAMcjGzFCuDPP3m0X7WNFhEREamhKjs6MbN0p02bho0bNxZ313OFZRbi4+OLbx07dvT4dxARkSpmBWyZXdv8WKDX2IAL2O7O2o1v132L6ZumY/aO2cjMyyx+rKYGbHlMkPbtt8hevNgEbEMTExE38mTUvvBCRLZra2rZiriiTFtfz7QtrzwCf9zW7ZDQkGDzOtbF3Z+Vj3p9+rCiMrBunUoliIiIiHjQ0Y5OTByhOCYmxgxg9vDDDyM5OfmI17DuGmuzWViDTYFbERE/02oYkJcFtDkRiHW9j/BXDM7+m/IvVh9Ybe6HBoeie/3uNbZmbcGBAwiJi0NQSIi5iBvVrSty16xBdO/eCGvatNQLuyKOFLT1UWlZbgZt5893OZklEhi03ZeZB7Rtaw/a5uRURVNFREREaizH0YnPPPPM4um8f8YZZ5Q6OnFoaGiFRieOiIgwN0t6erqHvoGIiFQJbs93LQOy9gEth9inRdUGeo4OqBmeX5iPxXsWY9HuRSgosnf7b1e7Hfol90Ot8FqoaQr27kXW/AXIXbcOsccPR2T79mZ6ZOfO5qZgrVSEgrY+iAfrbte0LUXdmHBs2HPQPhjZokUebqGIiIiIBNLoxCIi4kE56cCa6cC+dfb7dVsD8Y0DchZnFWRhwa4FKLIVITkmGQMaDkCDmMDKInZH/q5dyJo3H3kbNxZPK9izBzgUtFWwVipDQVsfdDCv0Awg5lambSmswcj2s6atiIiIiFSZQBidWEREPJRdu3MJsO43oCAXCA6x166NDawLcgdyDqB2ZG3zd3xEPI5JPga1wmqhVUKrGheczNu2HdkL5iNvy1b7hKAgRLRuhehevRBav763myd+TkFbHx6ELDw0GJFh9q5ypXrgAQ5bDNxwQ4l6tXVi7N3n9h+0Z+yKiIiISNXx99GJRUTkKOWkAaunAfs32O/HJQPtTwVi6gXMrE3LTcOcHXOwIW0Dzm5zdnFGbffE7qipsubNQ/62bUBwECLbtUMUg7W17QFtkaOloK0PYi1aSohyI8v2o4/sA4xdeGGJoC3LIxRn2n72GcDueCedxDOEqmu4iIiIiIiISE1TVAQsngxkpwLBoUCLQUDjviUGDPdnuYW5WLBzAZbsXWLKIAQhCDuzdta4MggsZcnyB2FJSQiOjjbTovv0Rm5CPKJ79kRIfLy3mygBRkFbH5Rm1bN1pzTCNdcA+/YBjUvWx6l9KGi7jzVtt24Cpk4FlJovIiIiIiIi4lkMzjYfBOxYCLQ7BYipGxBzmAHaFftWYO7OucgpsA9s3iS2ialbWzcqML6jO2xFRchduw5ZC+ajcN9+RPfuhZj+/c1j4Y0bm5tIVVDQ1qczbd0YhOz6611OPpxpmwecfDJQty7QubNnGyoiIiIiIiJSE2vXMkAbEQ/Ua22f1qATkNgxYLJr6Yf1P2B75nbzN2vYMljbNLZpjalbayssRO7q1ciavwCFaWlmWlB4OILCKjf2kEhFKWjrw5m28ZUchKzkQGR5QNdjgK5dPdY+ERERERERkRop+wCw+ifgwGYgPAaIHw+ERZkBqMwtgLSp3Qb7cvahT4M+6Fi3I0I4sFoNkb1sObLmz0NRRqa5HxQZgeju3RHZtSuCI+xjCIk4W7hwIcLCwtClSxdz/7vvvsO7776Ljh074v7770d4uBvJmQ68egnor7/+wmmnnYaGDRuaKzXffvttmc//448/zPOcb6tWrUIgSc3Oc7+mbXq6/VZY6DJoa8ojiIiIiIiIiMjRZdduWwDMe9sesA0JBZoNAEIjA2KuZuVn4a9tf2HtgbXF09rXaY+LO1yMLvW71KiALRXs2W0CtqxdGzNwIOpecgmi+/RRwFbKdOWVV2LNmjXm7w0bNuCCCy5AdHQ0vvjiC9x2223wq0zbgwcPolu3bhg7dizOPvtst1+3evVqxMXFFd+vH2C1WtMOlUeIdydo2749kJICLF4MdOtWPLluLXvQ9sDBPNjy8xG0di2wdy8weHDVNVxERESkAtJ54dlNjsd+IiIi1SprP7B6KpC61X4/oSnQ7mQguo7fL4iCogIs3bsUC3YtQF5hHjalbULL+JYmSBscFIyIkMDPKi3KzUX2f/8hvHlzhCUmmmnRvXohtF49RHbogKBQdVIX9zBg2717d/M3A7WDBw/G5MmTMWvWLBPAff7551ERXl3zTj75ZHOrqMTERCQkJCDga9q6Ux6Bo1SSUzcMK9O2oMiG9L1piO/Uyf5AVhYQFeXpJouIiEiAefXVV/HUU08hJSUFnTp1MgeZgwYNKvX5ubm5ePDBB/HRRx9h586daNy4Me666y5cdtllpb6Gx3Pu1sUrdOpVdLQH1DNnzsTxxx9vvtfll19uuq2JiIgcIScNmP82UFgAhIQBrYYCDXv6fSkEm82GDWkbMGfHHKTn2S+i1ouqh4GNBtaYrNqirCwTrM1eshS2vDwU7t2LsJEjzWMhcXGIOtTFXaQiv6uiQ3G6X3/9Faeeeqr5u0mTJtjLRMoK8svLBT169EBOTo45uL777rsxdOhQBGJ5hPhoN2pdbNliD9w61cWICA1BrYhQZOYWYF9IBOIbNOCZEZCRoaCtiIiIlOmzzz7DDTfcYAK3AwcOxBtvvGEutK9YsQJNmzZ1+ZrzzjsPu3btwttvv43WrVtj9+7dKCgoKPNzZsyYUfz3pk2bcPvtt+PSSy9F/0MjMs+ZMwfvv/8+HnvsMY8useuuuw5//vknnnjiCURFRZmg7ezZsz36GYFy4mHLzvZ2M0REvCwMiGsB5GUCrU8EIhMAP982sk7t3ymzkZK109yPDo1GvwZ90C6+jbmYymBmICvMzETOf0uQs3IlbIeOVULq1EZY48YB/92rSlBUVI0ZoK4svXv3xsMPP2wSA3is+dprr5npGzduRAPG5QI5aJucnIxJkyahV69eJpvjww8/xPDhw02tW6Ycu8Ln8WbJYNDSXzJt3SmPUEYRY2bbmqBtVj5a7rRvjEVERETK8+yzz2LcuHEmmEnMRp0+fbo58HQVQJ02bZo5MGXtrjp17F1FmzdvXu7nHHfcccV/M0uXn3vhhRcWTzv99NPNQA48/rvkkks8tuCYtcvsYQZvacCAAR5770DCgO3qnr283QwRkWpmQ2TdfOSlhaKo4NAwQEE2TgbwREAsjd3xwNIuwQgtsqHtNqD9NhuCigB7JU6Rimu3cAGCoqNr/Kx7/vnncfHFF5sxu9jjjIkM9OWXX1bqeNOvgrbt2rUzNwuzMLZu3Yqnn3661KAtTyweeOAB+JO07AqURyhD/dgIbNmfhb0Zh4PWIiIiUjPxwrVjDdmIiAhzc5aXl4cFCxaYrFdHJ554YqnZqN9//73JLHjyySfNRfWYmBgTcH3ooYdMJqs7mFX7+uuvHzGd72sFjz0lNjYWV111VfF9jvIrIiISEl6I2MY5CI0uRF6tUKRv5j4sCLD5dwYhY8/7Y4HENPt9/ttjQxEa7QWiNXa5iMd07doVS5cuPWI6S46FhIQEdtDWlWOOOcbUTivNHXfcgZtuuqn4/vbt232+Zllx0DbKjfII997Lsyvg1luBunVLPJQYaz8R262grYiISI3nfPxz33334f777z9ivrDeFjNRnbtw8T5r1brCDFvWiI2MjMQ333xj3mPixInYv38/3nnnHbfmPWt9MWj7zDPPlJjO0gx8zJPuueceU26L2CPLMbtXSnZ1ZOaMiEjAsxUB2+cBW2YjqKgQttBwoPkQJDfo4te1a1nmZk3aWizYPR+5hbno2fo8xITFmMcOp8MFroK9e5G9aBHCW7RAxKGMRw7UXrBnL8IaJnu7eQF3zCAwiaUsE8GxHWju3LlmIDIeh19xxRU1L2i7aNEiUzahNM5ZJBUZpdjb5RHi3SmP8NxzQGYmwIXvFLRlpi3tYdD2/feBzz8HzjwT8HC2ioiIiPg+1qNt1KhR8X1XWbaOnOuS8cSvtFplHHCBj3388ceIj48301jq4JxzzsErr7ziVrbtc889h7PPPtuUYeBFefrnn3+wfv16fPXVV/AkBmzz8/NN9jCDwhMmTPDo+wcKLlN1dRSRgJe5B1g9BUhPAUKCgfqtEdTuJCDSvj/zVzsyd2DWjlnYk7XH3I+NisPB0ELE1oAu7Pk7dyJr/gLkbdxo7rNObWSXLsXHMSGHjlVEPO2iiy4ywdnRo0ebZIcTTjjBlOSyBuq9l4mX/hK0zczMxLp164rvszDv4sWLTS00DnLBLFlmxn7wwQfFtSFYH41fmF33+KV5EO/pA3lvyskvRHa+fXTkeHfKI7AWW04O4GKjczjTNgfgfJ46lQXmPN9oERER8XksCRAXF1fu8+rVq2e6bzln1XJgsdIGUOAFdAaErYAtdejQwQR6t23bhjZt2pT7uSNHjsTatWvN4GerVq0yrz3jjDNMQNXTmbZWSYRly5Zp0AwRkZps/0Zg6RdAUSEQGgG0Ph5I8u/s2rTcNMxJmYMNqRvM/fCQcPRq0Atd6nVBaLDf5+2ViscN+dt3IGv+PORv3WafGBRkMmyje/fS/l6qBY8t+/bta/7+/PPP0blzZ8yaNQs///yzOab1q6Dt/PnzMXTo0OL7VhkDDjTx3nvvISUlBVu2bCl+nIHaW265xQRymbHB4O2UKVPMQX6gSD9UGiE4CIiNcGPxPPJIqQ+VyLQdNcoesO3e3XONFRERkYATHh5uBn395ZdfcCZ76BzC+wyiujJw4EB88cUX5oJ8rVq1zLQ1a9YgODi4uHuYO/jcRx99FNVlzJgxePvtt/H4449X22eKiIgPiW8MRMQB0XWBtiOAyPIvbvqyvMI8fLHmC/NvEILQsW5H9Enqg+iwwM+uPfj338j+b4n9TnAQItu3R1TPngitXdvbTZMaJD8/v7g326+//mrGeKD27dubGGdFeTVoO2TIEHM1pDQM3Dq67bbbzC2QpWYfLo0QzMjtUUiMjTxc07bXIKCXRv8VERGR8vFCOrt1cRAwDvw6adIkcyHdKiPg3BuKXcE46NjYsWPNALCsaXvrrbfisssuc3sgMkpNTTW1v5jVy5ILzgFWT2NCwFtvvWUC0vyuHEDNEUs8iIhIAGFG7c6lQHI3ezZtSBjQczTAoKafZtc6li9iVi0Dtfuy92FAwwGoG1WyhGIgMbGkwkIEhdrDWuHNmiFn+XJEdOiA6J49EeJG7yIRT2NyKcdoOOWUU8zxJY+PaceOHajrVNLUHYGbG++nigchi3ZjEDLKzweCg+03p51MiUxbERERETedf/752LdvHx588EGTFcCuXVOnTkWzZs3M4869oZhdywPTa6+91gQ/eVB63nnn4eGHH3Z7nv/www+4+OKLcfDgQVPKwbF+Lv+uiqAtu7D17NmzODPYUWn1e0VExE9l7AJW/Qhk7gaKCoDGve3Tw0tesPMnW9K3YPaO2RjaZCgaxNhLGB2TfIzJsg3U/ZitqAi5a9cia/58RLRug5h+9q7oYU2bos6YMQh2ugArUp2eeOIJ01PtqaeeMlUEunXrZqZ///33xWUTKkJBW38ehIzCDwV3WXfOqc6cVdN2b2YuCvMLELJ2jf15LEkRoBtwERER8YyJEyeamzu9oaxuXwzcVtbNN99sMnNZHiG6mgZJmTFjRrV8joiIeDm7dvMsYPMcRvyAsCi/DtQSM2kZrN2asdXcX7BrAUa2tJeNDA4KRiCyFRYiZ9UqZC9YiMK0NDMtd9VKRPfpjaDgYPvgmQrYipexogB7nKWnp6O2Q2kODk5WmeNbBW19TGpWnvtBW8fSEsy0dVInJtzEZotswP4DmajfqdOhD0l1OXCZiIiIiLew3MJ1111XbQFbRxwYd/369Rg8eLAp5+DY1VRERPxYegqwegqQucd+v35boM0IIMJef93fZOVnYf6u+Vi+b7nZVzFA27VeV/RKCtxSiLb8fOSsWIGsRYtQlJFppgVHRSKqe3dEduliArYivoS/zQULFphjS5YQYw8yjhmhoG1AlUdwM9P2wAGANd8SEo54KDQkGHVjIkym7e6CINTnQGSsK5eerqCtiIiI+JQRI0aYQWpbtmxZbZ/JEhAs48CMWwZp165daz7/8ssvR0JCAp555plqa4uIiHjY9oXA2l8OZ9dyoLH67f221ykDtXN2zDGDjFHL+Jbo37A/4iMCOyHr4Jw5xQOMsfRBVI/uiOrUCUFWr2MRH7J582acdNJJpoxYbm4uTjjhBBO0ffLJJ5GTk2Pq3VaEMm19tDxCgjuZttzZuAjWOte1ZdDW1LXduNFTzRQRERHxKA7YwMHLVqxYgS5duiAsrOSxkDX6rifdeOON5nN4YN2hQ4cSNX35mIK2IiJ+LK6R/d/E9kCbE/2+JAIxYFsvqh4GNhqIRrUOfb8AU5STA1tBAUJq2bOhmU2bt2kTonr0QGSHDsUDj4n4ouuvv96M7/Dff/+VGHiMdW6ZFFBRWtt9NNM23t2ByMrBurYrU4DdGoxMREREfNj48ePNvxz8zBmzYAsLCz3+mT///DOmT5+Oxo0bl5jepk0bkykhIiJ+pLAASNsK1Glhvx/bAOhzORBT8RHbfcHurN3ILcxFk9gm5n6HOh0QERyBVgmtArKET1FWFrIXL0b20mUIb9YMcSeNMNNDa9dG7dGjA/I7S+CZOXMmZs2aZcohOOJgviwFVlEK2vqY1OwKZNrm5QGPPmqvZ3v77YcHJXPKtCWTaSsiIiLio4pY7qmaHTx40GV9MQ4gERFhP4YSERE/kLYdWDUFyD4A9LrUHrAlPwzYZuZl4t+Uf7H6wGrUCquFCztciLDgMFO/tnXt1gg0hZmZyF60CDnLl8OWX2Cflppqsm2trFoFbMWfjmddJRps27bNlEmoKFVs9ueByBi0feAB4L77gAL7xq3MoO2nnwIjRwIvvujZRouIiIj4IQ489sEHHxTf50khD7afeuopDB061KttExERNxTmA+t+AxZ9CGTts9euLcj2y1mXX5iPuSlzMXnVZBOwpYa1GqKwyPM9TXxBYVoaMn6fgf0ffIDsxf+ZgG1og0TEnXIKEs4/T2UQxC+xhu3zzz9f4tgyMzMT9913H0YyHldByrT154HIeNXpqqvsA5GVUteF5RGKg7bbtwA//QTUq+fZRouIiIh4wJ9//omnn34aK1euNAe5rDPLOreDBg2qkvnL4OyQIUPMAGh5eXm47bbbsHz5cuzfv990bRMRER+WuhVYPRXI2m+/n9QZaH28PXDrZyPNM0jL7NqD+QfNtOSYZAxoOAANYg5lDAeg3PXrTXYthTVqhOg+vRHWuLGyasWvPffcc+bCf8eOHc3AYxdddJEZ6LZevXr45JNPKvx+Ctr66kBk7gRtIyOBV18t8ylWpu3ujBzg5JPtAdvOnT3TWBEREREP+eijjzB27FicddZZuO6668xJ7OzZszF8+HC899575qDX03hAvWTJErz22msICQkx5RL4+VdffTWSk5M9/nkiIuIhG/4AtvzDiCcQUQtoy3Nd/ywdsCtrF37f8rv5OzY8Fv2T+wdk3dqCPXtMyYOwQ/vXyM6dUbBrF6K6dUNYw4bebp6IRzRs2BCLFy82AdqFCxeaHlzjxo3DxRdfjKioil9QUtDWZ8sjeGogssjDmbZdBgBdunjkfUVEREQ86ZFHHsGTTz6JG2+8scQIvM8++yweeuihKgnabtmyBU2aNMEDLDfl4rGmTZt6/DNFRMQDwmLsAdvkrkCr4UCY/bzXn0ohhIXYE7WSYpLQrnY71I6sja71uyI0OLDCNPkpKciavwB5mzYhtH59e+mDoCAEh4cjjollIgEmKioKl112mbkdrcDaGvi5wiIbMnIL3M+0dcPhTFsNRCYiIiK+a8OGDTjttNOOmH766afjzjvvrJLPbNGiBVJSUpCYmFhi+r59+8xjrgaSEBERLyjIA3IzDg8s1qgXEJsEJDTxq8WRW5iLBTsXYOX+lbig/QWIYfAZwPBmwxFI2Fsmf/t2ZM2bj/xt2+wTg4IQUrs2bPn5CHIxiLqIv/r+++/dfi6PaytCQVsfkpGTby4Wuj0Q2a5dQJMmQEgIkJ1dZk3brLxCHMzOQ8yGtUBKCjBkSKl1cEVERESqGzNef/vtN7RuXbJ7K6fxsao6qXTV/ZQDRkSyDJWIiHjfgU3A6p8Y9QP6jAOYoRoc7FcB2yJbEVbsW4G5O+cipyDHTFt7YC26J3ZHoMnfsQMHZ89GfspO+4TgIER26ICoHj0QWru2t5sn4nGjRo1y63k85qxoQoCidj5YzzYmPARhIcHlv4ADkOXn2/8tRUxEKKLDQ0zQltm2Lbp3BwoK2OfPHvAVERER8QE333yzqWXLOmADBgwwB7YzZ8409WxfeOEFj37WTTfdZP7lZ9xzzz2Ijo4ufowH0//++y+685hJRES8pyDXXrt2+0L7/cg4ICcNiPGvgbU3p2/G7B2zcSDngLmfEJGAgY0GomlsYJbgKcrJMQHboNAQRHbsiKiePRESG+vtZolUGdatrSoK2vqQ1GxrEDI3uwqwKx+7GpSzgjDbdtO+LOw5mI8WHTrwbAQ4aB+VUkRERMQXXHXVVUhKSsIzzzyDzz//3Ezr0KEDPvvsM5xxxhke/axFixYVZ9ouXboU4Q7dNPl3t27dcMstt3j0M0VEpAL2b7Rn1zJISw17AK2GAqH2nqT+gPuYnzb+hE3pm8z9yNBI9GnQBx3rdkRIcAgCga2oCLlr15oYAwO0FN6iBWIGDkBku3YIjrGXfxCRylHQ1icHIXOzni3LIjRq5FZdWwZtd2fkAEuWHG0zRURERKrEmWeeaW5VbcaMGebfsWPHmizeuLi4Kv9MERFxQ1EhsPZnYMdi+/3IeKD9SKB2c7+bfezNwaza4KBgdKnXBb0a9DKB20BgKyhAzqrVyF64AIVp6QiOikRE69amVi2/d3TPnt5uoojXsLQXb7t37z4iC/edd96p0HspaOtD0oozbT0zCJklMda+Y9ijwchERETER82bN88c2Pbr16/EdJYqCAkJQe/evT3+me+++675d926dVi/fj0GDx5sRvwtrdatiIhUsaBg+4Bj1mBjLTkWi38MWlVQVICle5eiUa1GSIy2D3DZK6kXOtXrhPiIeG83zyM4iFjOihXIWrgIRZmZZhoDtlEqKSRiPPDAA3jwwQfNcWtycvJRH08qaOvPQdvUVODNNwEOlHHttWVm2hJr2oqIiIj4oquvvhq33XbbEUHb7du344knnjDBW0/bv38/zj33XJN5y4PqtWvXomXLlrj88suRkJBgSjWIiEgVy7cPzIWwSKanAm1PArIPALWb+cWs54W+DWkbMGfHHKTnpSM5JhmjWo8y+5WIkAhzCwS5Gzci8/ffUZRlHwSdpQ+ie/YwZRGYYSsiwOuvv27GYxg9erRHZocbo12V9Oqrr+L444/Heeedh99//73EY3v37jUHunJ0A5HFR7m5wdu7F7jtNuDuu8t8mhW0NZm2334LnHQS8MgjWkwiIiLiM1asWIGeLrpT9ujRwzxWFW644QaEhYVhy5YtJQYjO//88zFt2rQq+UwREXGwdx0w7y1g3a+Hp3HAMT8J2O7O2o1v132L6Zumm4BtTFgMOtTtgEAUEh9vArYhcbGoNWQI6owZbTJsFbAVOSwvL88MqOspFcq0ffHFF3HHHXeY+l9paWkYOXIk7rvvPjPNGm138+bNHmtczQ3auplpW6sWcMklQETZV+5KZNrm7QSmT7dn54qIiIj4iIiICOzateuIBICUlBSEhlZN57Cff/4Z06dPR+PGjUtMb9OmjY5pRUSqUn42sO43YOdS+/307UBBrt8MNJaZl4l/U/7F6gOrzf3Q4FB0r98dPRJ7ICzEs+UOvaHo4EFkLV4MFBSg1nHHmWmhdeog/sxRCGOXb46vIyJHYG+tyZMn45577oEnVOgI+I033sCbb76Jiy66yNyfOHEiRo0ahezsbFOzQY5OanZexcojJCUB771X7tMSHTNtTxrKysdA+/ZH11gRERERDzrhhBNMIsB3332H+Hh77b/U1FTceeed5rGqcPDgwRIZto69xxhEFhGRKrB3LbBmGpCbaS+H0LgP0GIw4EfBzs3pm4sDtm1rt0W/5H6IDY+FvyvMyED2okXIWb4ctoJCIDgIUT16IOTQgJ3hThc5RaSknJwcTJo0Cb/++iu6du1qenQ5evbZZ1FlQduNGzeWSPPt37+/KZEwfPhw5Ofnmy5mUnlphzJtE9zNtHXT4fIIOUC7dvabiIiIiA9h/VgOBNasWTNTEoEWL16MBg0a4MMPP6ySz+TnffDBB3jooYfMfdYf5GBoTz31FIYOHVolnykiUqOza9f+Auxabr8fXRdoPxKIb+wXdWsz8jMQF24PXrIEwq6sXehUtxMaxDSAvytMTUXWwoXIWbUKKLSPdh+a1ADRvXsjONb/g9Ei1WXJkiXofmhgvmXLlpV4rDKDklUoaFuvXj1s3boVzZs3L57WqVMnE7gdNmyYGShCqnEgMjclxtpLIew7mIeCwiKEhlS4lLGIiIhIlWrUqJE50P3444/x33//ISoqypTkuvDCC4/IUvAUBmeHDBmC+fPnmxpkHAht+fLlZoCyWbNmVclniojUWDYbcGCTPbu2SV+g+SC/yK7dkbkDs3bMQk5BDi5sf6EphRAcFIxhTYchEORu2ID0qT/Zlw/Hg2vUCNF9eiOsceNKBZlEarIZM2Z49P0qFLQ99thj8dVXX2HQoEElpnfs2BG//fabMhKOUmp2BQciW7oU4LJo2JCjd5T6tDox4ezVgCKbPXDbYOt6FogDBg4EoqKOttkiIiIiHhETE4Mrrrii2uYmj2EZKH7ttdcQEhJiyiWcddZZuPrqq5GcnFxt7RARCVj5OfY6tQz+hUcDHU4FQiOBuIbwdWm5aZizYw42pG0w98NDwrE3ey+SYpLg72z5+Qg6dEGUQVoOJhaWnIToXr0QxviCiBy1bdu2mQsfTEyolqDt7bffjgULFrh8jBm3jCh/+eWXlW5MTVfhgcjy84G0NPuAZGUICQ5CvVoRZiCyXek5aMBA74ED9qBv586eaLqIiIjIUWMZBI6hsGHDBsyZM8eUSnjuuefM4GRnnHFGlczhpKQkPPDAA1Xy3iIiNdruVcDa6UDr44EGnezT6pQcbNIX5RbmYsHOBViydwmKbEUIQhA61u2IPkl9EB12ZB10f5KfkoKs+fNRlJODhHPOMQGl4IgI1Pm/ixHsosa7iFQMy2w9/PDDpuxXZmammRYbG4ubb74Zd911F4KDg6suaPvtt9/illtuKfVxBm55k8rVyEmr6EBkHTsCq1cDbiz05PhIE7RNSctBVy6j1FQgN1eLSkRERHwCs13vvfdeM0YCD3YLCwvN9Nq1a+P555+vsqAtB4xgtu3u3bvNgbaj008/vUo+U0QkoOUdBNZMB/bYB+rCjsVAYkd7tq2Py8rPwqerPzWlEKhJbBMMaDgAdaPqwp9jDfnbtiFr3nzkWyUtg4JQuH8/Quvav5cCtiKewcDs22+/jccffxwDBw40vz+W3Lr//vvNMecjjzxSdUFbZiFMmDDB5Si7cnSy8gqRX2irWNA2MhJo29atpybFR+K/bWnYmZYD/P330TRVRERExONeeuklvPnmmxg1apQ50LX07t27zKSBozFt2jSMGTMGe/fuPeIxZh9ZgWMREXEDa6LuXgms/dk+6FhQMNCsP9B0gF8EbImZtEnRSUjNTcXARgPRNLap39Z1ZbAob9Mmk1lbsHOXfWJIMCLbt0d0z54ISUjwdhNFqtyrr75qxjBISUkxSaZMBHAu+eooNzcXDz74ID766CPs3LkTjRs3NoHYyy67zK3Pe//99/HWW2+VuPDfrVs3UyJh4sSJVRu05Y9eqraebXhIMKLCQjz+/snx9tq1O9KyPf7eIiIiIkdr48aN6NGjxxHTIyIiTK3ZqnDNNdfg3HPPNRm+DRr4/+jfIiJek5tpL4WwZ439fq1EoP0pQKxv13/dl70P83bOw+DGg4tLHwxtOhThweEICfb8eXl1YsA2/ccp5u+g0BBEduqEqB49EBIb6+2miVSLzz77zPTgYuCWWa8swXXyySdjxYoVaNq0qcvXnHfeedi1a5fJlm3durXpiVVQUOD2Z3Iw2/bt2x8xndP4WEVVKGhL/nqVydelWfVso8Pcn8ccTOybb9hvELjwwjKf2jAh0vxrMm1FREREfEyLFi2wePFiU8fW0U8//WQGDKsKPBC/6aabFLAVETlaWfvsAVuTXTvAfvPhoCfLIDBYu2LfCthgQ2RoJIY0GWIeiwr1z8G6bYWFKExLQ2idOuZ+eLNmCE1MRFjjRoju3h3BMTHebqJItXr22Wcxbtw4XH755eY+s2ynT59uSnI99thjLntg/fnnn2ZshTqHfkfNmzev0Gcyq/bll1/Giy++WGI6p/GxKg/aDh8+HKGhZb9s4cKFFW5ITZdq1bN1dxAyWrcOuPpqe4mEcoK2VqZtSmoOMHs28OCDAE+K3njj6BouIiIi4gG33norrr76alPvi7275s6di08++cQcVLObWVU455xz8Mcff6BVq1ZV8v4iIgGtqPBwYLZ2M6DVMKB2cyDWd3suFBQVYOnepViwawHyCu3n4C3jW6JH4pE9PfyFraAAOStXIXvRQtjyC1DnkjEICg1FUHAwEs47V4l3UiPl5eVhwYIFuP3220tMP/HEEzGbMTEXvv/+e1OW68knnzSD48bExJgyBw899BCioty7mMPXnnLKKfj111/Rv39/8/vj523duhVTp06t+qDtiBEjUKtWrQp/kLiZaVuRoC2Lhp9zDpCc7NZAZMXlEbJtwPTpzM/WYhERERGfMHbsWNP97LbbbkNWVhYuuugiU//rhRdewAUXXFAln8msB5ZH+Pvvv9GlSxeEhZU8Drvuuuuq5HNFRPwayybuXAps/AvocTEQVds+vWk/+LINqRswe8dspOelm/v1ouqZurWNajWCP7Ll5yNn+XJkLVyEokNlhIKjo1Cwfz/CEhPNffWUlkCUkZGB9HT779gqpcWbI45XwLEJnMtf8T5r1brCDNuZM2ciMjIS33zzjXkP1qFlWYN33nnHrbYdd9xxWLNmDV555RWsWrXKJCKcddZZ5n0aNmxY9UFbZkEkHtoAiOdr2ro9CBmxq+AXX7j11OQE+1WBXek5KOrcG8Fc4Vq0qFxjRURERKrA+PHjzY0HyUVFRVV+zDl58mTTTY7ZE8y4dTy55d8K2oqIOMlJB9ZMA/att9/fOg9oe6JfzKaUgykmYBsTFoN+yf3QrnY7vwxqFuXlIWfJEmT/9x+Ksuxj1gTXqoXonj0Q2bEjgpwuQIoEmo5OZbPuu+8+3H///S6f6/wbZxC1tN89jz352Mcff4z4+PjiEgvsmcUgrLvZtgzOVnTAMY8Ebf1xg+YvUoszbcOr5P0TYyMQHATkF9qwNzoOiWPHVsnniIiIiFRGdna2OZCOjo5GvXr1sHnzZlN7jAfm7MpWFe6++24zQjC7zgUHB1fJZ4iIBE527RJg3a9AQZ69LELzQUAT382uzczLNOUQEiITzP1eDXohIiQC3ep3Q1iI/wY2i9LScHDOP+bvkPg4RPXshcj27UxJBJGaYMWKFaY3lsU5y5Z4LBkSEnJEVi3HMyht8Nnk5GTzvlbAljp06GCOT7dt24Y2bdq4fN2SJUvQuXNncyzJv8vStWtXVESFftVsqFRxTduKZNpWQFhIMOrHRmBXeq6pa5sYay+XICIiIuILzjjjDNN9bMKECUhNTUXfvn0RHh5usm6Z5XDVVVdVSb2z888/XwFbEZGy5KQBq6cB+zfY78c1BNqfAsTU88n5ll+Yj8V7FmPR7kVIjE7EGa3OMAloHGysd1Jv+BuWPshPSUFE69bmfmj9+ojq3s0MMhbRpo2pXStSk8TGxiIuLq7M5/AYslevXvjll19w5plnFk/nfR5zujJw4EB88cUXyMzMLC4Ly1IHDMY2bty41M/q3r27CQ6zhxj/5vbGVfyU01myoSIq9OveuHEj6tevX6EPEPekW+URKlLTdsYMgFcXTj7ZracXD0aWlsNiHfa6tlu3ahGJiIiI13Eg20GDBpm/v/zySyQlJZls2w8++OCIEXg95ZJLLsFnn31WJe8tIhIwUv6zB2yDQ+2DjfUY7ZMBWwZJVu1fhcmrJmPeznkmy5bT8orsCVL+pjAjA5l//on9H3yA9J9/NvcttQYNQmS7dgrYipThpptuMoPZsh7typUrceONN2LLli0mQYDuuOMOjBkzpvj5HE+hbt26ZpwFZvP+9ddfpkTsZZddVmZpBMdYKf9mbVz+63zj9IoKrciXdRezIaRy5REqlGmbnQ3s2MGCGW49vWFCJBZvZdA2G7jjeuDHH4E33gCuuEKLS0RERLyKg48xc4J+/vlnk3XLzIZjjjnGBG+rArMdOMov69qyu5rzQGQVOaZ99dVX8dRTTyElJQWdOnUypR2sILQrubm5pjTDRx99ZLIzmMFx1113mRMDERGvY5aYVR6x6QB7Ldum/YGYuvBFOzJ3YNaOWdiTtcfcjw2PRf/k/miV0MrvyjwWHDiA7IULkbNqFVBkz9YLTWoAW24uUwy93TwRv3H++edj37595niLx2csYTB16lQ0a9bMPM5pDOJamF3LTNxrr70WvXv3NgHc8847Dw8//HCZn2O9n/PfnuB20HbRokVuPc/fNoi+FrSNq0im7bHHMi0FiHSv1EFSnEOmbYcOwKZNbr9WREREpCq1bt0a3377renCxiAqsyGs2mPldYGrrKVLl6JHjx7m72XLllX6mJbZujfccIMJ3LJr3RtvvIGTTz7ZZGk0bdrU5Wt4ErBr1y68/fbb5rvzexYUFBzlNxIR8UCwdsdCYPcqoNuFALveh4QCHU712Vm7OX0zpmyYYv4ODwk3tWu71OuCUGYG+5HCzEwcnDUbuWvX2pcDyxw2bozoPr0R1qiRYi0ilTBx4kRzc+W99947Ylr79u1N4Lay3n//fVNP95RTTjH3b7vtNkyaNMmM0fDJJ59UOKjr9lZsBrviS5VJtcojRFdgIDKewBw60XA307Y4aPvkk/abiIiIiA+49957Tbc0BmuHDx+O/v37F2fdWoFVT/PU8S0zcseNG4fLL7/c3GeWLQPPr732Gh577LEjnj9t2jT8+eefpptcnTp1zLTmzZt7pC0iIpWWfQBYNRVIPZR5tmsZkFyxQXOqi+MI8E1im6BuZF0kxSShT1IfRIdFwx8FhYQgb+NGE7ANb94c0b17ISw52dvNEpEKePTRR83xH82ZMwcvv/yyOS788ccfzTHu119/XXUDkbnCEdS4sXQcuU0qLi3r0EBkFcm0raDimrap2VX2GSIiIiKVcc455+DYY481XdW6detWPJ0BXMcBJDyhYcOGZhAK3oYNG2YGqziawcwWLFiA22+/vcT0E088EbNnz3b5mu+//950u2Nphg8//BAxMTE4/fTT8dBDD5VZM01EpEowq3P7AmDDDKCwwJ5Z23IokNTF52Z4ka0IK/atMLVrR7UeZbJpg4OCcXbbs/0uszZ/xw7kbtyIWgMHmvvBUVGoNXQIQmrXRlhiorebJyKVsHXrVtODitiDjMe3V1xxhemJNWTIkAq/X6W2akVFRaamwzPPPGNGVSPWILv55ptNLS7WH5OKSSvOtK1A0JblDf74A+DVtxEjyn16UrxDpq2IiIiID7ACqAxaMkDLAcgc9e3b1+OfOXnyZPzwww+mZhlLFIwYMcJ8PruyWZmv7tq7d6+pjdugQYMS03mftWpdYYbtzJkzERkZiW+++ca8B7vu7d+/3wyWUVoNXN4sGQ4D0oiIVFrWfmA1s2sPDVCd0BRoPxKIqu1zM3VL+hZTt/ZAzgFzf/X+1ehUr5P5218CtswQzt+6FVnzFyB/+3YzLaJ5c1P+gDi4mIj4r1q1apk6uiyPxd5iVrkvHvNlc1yqCqrUlo2BWdbfevzxx020mBueWbNm4f7770dOTg4eeeSRyrxtjZVXUISDeYXm74SoCmR6zJsHjB0LHHecW0FbqzzCrvQcFO7eg5Axo4E9e4D58w8XmRcRERGpRlYA9brrrjvqAKq7mOnAGxMQli9fbjJfX3nlFVPegGUZrCByq1at3H5P5xq4jl13XSVA8LGPP/4Y8fHxxSUWmI3BdrjKtmWZhQceeKDC31VEpExrptkDtiFhQKuhQMOePnduuC97H2bvmI2tGfbAcmRoJPo06IP2ddrDX3CfkLdxE7Lmz0PBrt32iSHBiGzfAcEaXEwkYJxwwgnmeJKlvdasWVNc25bHm5UphRVc2cK6b731Fq666ioz0i67sDE74M0333RZyFfcy7LlvjE2sgJxdGainHwy0K+fW09PjI1ESHAQCops2IswYPp0+0BmB+xXKkVERESqmxU8Xbt2ran91bNnTxO4TE5ONo8999xzWL9+fZV9fqdOnXDHHXfgn3/+MSMIX3zxxfj999/RpUsXM8rwlCn2wW1Kw8EmQkJCjsiq5cBiztm3Fn43lhazArbUoUMHc1LP0mOusI1paWnFNw5yJiJy1NqcCNRtBfS5HGjUy6cCtiyF8Ne2v/D5ms9NwJZlELrX746LO1yMLvW7ICQ4BP6gMCMDqZ9+ivQpU0zANig0BFHduqLO6NGIHTYUIVU02KaIVD8ewzIBYM+ePfjqq69Qt25dM52ltC688MLqybRl1y2OqOaM0/iYVExatr2ebVxkGIKDK7CTHDTIfnMTA7YNYiOwIy0HO3JsaPDRR+y7B0T7Z6F2ERERCSwMoFpBVGbdMgOWN/byatmyJZ544onijIWqwCDr+PHjze3gwYOmW1tERESZr2E93F69epmRhh1r7/I+M3ZdYU+1L774wpQZYzc6YjYGS4w1btzY5WvYDse2pKenV/JbikiNVVQEbJsLFOQCLY+zT4upB3Q9D76IQdqMvAxzQatlfEv0b9gf8RGHL3b5i+CYGNjy8xEUFoaorl0Q1a2bmSYigSchIcEMPuassr2lKhW0ZWYtG/Hiiy+WmM5pjgNHiHtSsypRz7aSWNeWQdudrGt78cVV/nkiIiIi1RVA9SQODubuAGg33XQTRo8ebQYXY3bFpEmTTNbuhAkTzOMMQm/fvh0ffPCBuX/RRReZQcfGjh1rDuJZ0/bWW2/FZZddpoHIRKRqHNwLrJoCpO+wZ9MmdgRq1fepuc3g7Ia0DUiOSUZ0mD2xaGDDgeie2B2NavnHwOe2ggLkrFyF3DVrED/qDASFhCAoOBixI05CSHwcgiPtJQtFJHClpqZi7ty5ptcVS2JZWBqLx4tVHrTlSLfMcvj111/NgSk/mKPj8uD0p59+qsxb1mjFQduoqg/aJidEAVtSTeBWRERExB9UJIDqrldffRVff/21qZvL4OqwYcOKH2MQlQOgccAwd5x//vlm0IkHH3wQKSkppqzC1KlT0axZM/M4p/E42cLsWmbiciA0BnrZde68884zA/2KiHgUAwZb/wU2zQSKCoDQcKD18fYMWx+yO2s3Zm2fhZSDKehYtyOGNLGPsp4QmQD+5+tseXnIXr4c2YsWo+jgQTMtd/VqRHbsaP4Oa5Do5RaKSHXgOA0stcWEg9jY2BLjG1Rb0Pa4447D6tWr8dprr2HlypXmithZZ51l6tpyBGCpXE3b+OgKDEJGX30F3H47wJOMN95w6yUN4+1X9lJSs4EdO4ClSwHW2OjdW4tNREREvMKTAVR3sLcYs1+Z6cr6sCNHjsR9991nplFhYSE2b95coffkcTBvrrga84FlxRi4FRGpMpl7gNXMrk2x32ft2rYnAZG+U0M1My8T/6b8i9UHVpv7ocGhiAmLKXMwR19SlJuLnKVLkb14MYqy7YlRwbVqIbpnD0S0aePt5olINbv55ptNz6lHH30U0R4oRVqpoC0xI4Cj6h5zzDHF6b7z5883/3K6uC81u5KZtqmpwLp1POp3+yVJ8fbRiFPScwB20ePJCSP9h7rriYiIiFSnqgiglueNN94wA+iyTAEx2Dpq1ChkZ2ebbFkREb9XmA8s/hjIzwZCI+zZtUldfGagsfzCfCzesxiLdi9CATOAAbSt3Rb9kvshNjwW/oAZtfs/ngxbbq65HxIfj6hePRHZvr0piyAiNc/27dtx3XXXeSRgW+mg7bRp0zBmzBjTDYxXwBzxahgPrsV9aVn2gcjiKxq0PfX/27sP+KbK9Q/gvyZtmqR7T1raAh20rLKnCIKIijjABS644riKW9Qr6nVdB46rIF739u/eAip7t+xVRoEW2tK9R5rx/7zv6aYgbdMmbX9fP7E5Jyc5h3PS0zdPnvM8FwPr1olKx+f8lEaZtuKbv/h4IKRz1AciIiKirscWAdSjR49i5MiRddOi3Ndff/2FCRMmoLq6GvPnz2+X9RIRdRi1k9JsLPcwEH0h4GxfgdBt2duQfCpZ3hc1bEcGj0SASwA6QxkEB41yhaxoJibKHphKS6EfPFhm1or6tUTUfU2ePFkmtIoGujYL2t5555246qqr8Pjjj8smEWSlTNuWNiIT+76F+1/WtBVBW1HT9vYrgCuuaNk6iYiIiDp5ANXX1xfp6eno2bNn3by+ffvK9YrSDCJLgoioUzGbgLSNgHsw4F0TLAgaoNzsJLtWZNSK8gdCf7/+SCtJw0C/gYjyjLL7Ugim4mKUb9uGqoOH4HXttVC7usj5bpMmwUGrtfvtJ6KOIfp/ieay+/btQ0JCApycGsf5WlqZoFVBW9EBTXTJZcDWuo3IWpxp2wpBNZm22SVVMJrMcFTzm0AiIiKyHVsEUEePHo1vvvkGY8aMaTQ/Li4Of/75J8aPH2/1dRIRtZuSU8CBn4HSbKVe7ZC5SsMxOwkkFlUVYWPmRlQZq3Bp1KUywKl11OLK3lfafbDTWFCAim3bUHngAGBWrjI2HDkMXf/+8r5KpyRFEREJc+fOlT+bu1qsNZUJWhW0vfLKK7Fq1SpERUW15ul0xkzbFjYiO3QI2LEDCAsDhg07p6f4ujrDUeUAo9mCnNIqBNXUuCUiIiKyBVsEUB9++GEkJyuX5TYlAsYrV67E119/bfX1EhFZPbv2+Hrg+EbAYgacdEDkeKU0gh2oMlUhOSsZu3J3wWwxwwEOyKvMg6/OVz5uzwFbY24uypOSUSV6yNSUhHTqEQr94CFwCmHzdSJqXm3PL2tpVdD2jTfekOUR1q5d22y6ryi6S+euqLWNyH77Dbj7bmDmTOCLL87pKWqVA4I8tUjPr8CJggoE3TUP2LIF+PRTYNAgHjYiIiLqULYIoH7//fe4//77z/i4WK+4ERHZreJMIOUXoDRHmfaLBvpMBjTKZfu2JAK0+/L2YUvWFlQaK+W8Hm49ZN1aH50P7J25qgqFX38NS7XSIE0TEQH94EQ4BQbaetOIqBOprKyEVqtc7d6hQdvPPvsMy5Ytg06nkxm3Db8hE/cZtG1dI7IW17QNDgbGjgViY1v0tB5eehm0Tc8vxxDxzaG41EP8ZNCWiIiIOpgtAqhPPvkk5s2bZ7XOvkREHaosF9j2kZJdq9EDvScB/i37TNheig3F+CX1FxRUFshpT2dPjAoZhTC3MPvOrM3JgaOfn7yvcnaGtm9fmMvKoE9MrJtPRPR3RPmDZ599Fm+99RZOnTqFgwcPyqZk//rXv2QpsFtuuQXtHrR97LHHZH0GkRmhYndEq5VHaHFN2yuvVG4tFOatx4YjeUjLLweeflq8q4CBA1v8OkRERESdMYBqqbnUlYioU3LxBfz6iJQpoPcFdpFdW8vVyVX+FDVrhwQMQZxPHNQqNeyR+FtQnZ6O8q1JqM7IgOdVV9Zl07qMHm3XQWYisk/PPPMMPvzwQ7zwwgt19W0FUaXglVde6ZigrcFgwMyZMxmwtQKz2VJXHsGjpZm2rdTDW/lQJLJtMYONNoiIiMh2bBVA5YdxIuo0TEYgbQMQklgfoI29FLCDYGh5dTl25+5GYkAiHFWOUDmoMCl8ElycXGTg1l7/7hiOHkV5UhKMp7KVmWqVzLatDdrybwQRtcZHH32Et99+GxMmTJBJCbX69euHA+Iq9xZqVdD2hhtuwJdffolHHnmkNU+nBkoqjbV1zVueadvmoG05jwURERHZnC0+HIvBtKPj2YfC27Zt67DtISJqVtEJ4MCvQHmecus7XZlv44Ct0WyUwdrkU8kwmAxwVjtjgP8A+Zi91q21mM2ysVhFcjKMuXlynoOToyyFoBs4EGpXJUuYiKi1Tp48iV69ejXboKy6WknYbPegrajRIFJ9RV1bES1u2ohs0aJFrXnZbqmwQqlnq9eo4ezYwj+8774rusIB06cDjz/eovIIgiyPUF4OrF8PZGcD113XsvUTERERddIA6uTJk+HKD+hEZK9M1cDR1cCJJJEaqmTYBsTbRZZqalEqNmZslPVrBV+dL/z1/rB7FgvKNmyAuaQUDhoNdP0SoOvfHyrWNyciKxF9GNauXYvw8PBG87/66isMbEVZ0lYFbXfv3l23sj179jR6jJcRtExtaQTP1mTZZmUBO3YAgwe36Gk9vHTy56mSSlRmZUM7aRIgPihdfTWgtv0lNkRERNS92CKA+sADD8DfvxMEGYio+ylMB1JEdm2+Mh0YD/SaCDgpn+NsJbs8G+tPrkdmWaacFiUQhgUNQ7RXtF3GASxGI6oOHoRzdDQc1Gp5cxk2DKaSEuj69YOqjV3diYiaWrhwIWbNmiUzbkV27bfffouUlBRZNuHnn39GhwRtV65c2ZqnUTMKy5WgrXtrgrbXXAMMGQIEB7foad4uGrho1CgzmHBS74Wo/v2BHj2AkhLA05PHiYiIiLp0ANUegwtERFL2fmDfD0p2rbMb0OdCwPf0S21tYWvWVhmwFbVrB/gNwED/gXBSd0yJv5awGAyo2LMXFdu3wyyuLFWpoI2JkY9pY2NtvXlE1IVdcsklspzss88+K8ebjz/+OAYNGoSffvoJF1xwQccEbcl6CmszbVvThCwyUrm1kHjjiLq2B7JKkF5UhSiRrUtERERkA7YIoNqq+RkR0d/yjlSCtV49gagJgJPtskGrTdUwwyzr1QojgkdAq9ZiaNBQuGncYG/MVVWo3LULFTt3wlxRKeep3Fxl0JaIqCOvIBM3a7Dp2WvNmjUyCh0cHCwH7N9///3fPmf16tVITEyEVqtFZGQk3nrrLXRmReVKTVtPnaZD18tmZERERGQPbBFAPXr0KPz8/Dp8vUREpzEa6uvWCo7OwOBbgJipNgvYivNySn4KPjvwGTZlbKqb7631xoTwCXYXsBUNxso2bUL+Bx+ibNNmGbBVe3jAbcL58J41C9o+fWy9iUTUDZWWlqK4uLjRrVNl2paVlaF///646aabcMUVV5zTAPuiiy7C3Llz8cknn2D9+vW4/fbb5aD7XJ5vz+URWpVpe+AAkJoKREQALbzMo4dXg2ZkRERERE0sXrwYL774IjIzM2VThVdffRVjxoz52/0kxmfjxo1DfHw8dpzD1TwdHUC99957z3lZNtclonZVcAxI+Q2oKARUaiC4pkmNDbNrM0ozsD5jPXLKc+T0idITqDZXw0llf2UQajmoVKjOyJRlEdQ+3tAnDoZz715yPhFRRxLj2jvvvBOrVq1CZaWS8V/7ZZhIVjWZTJ0naDtlyhR5O1ciqzYsLEx+aBBiY2ORlJSEl156qdMGbWsbkXm0Jmj74YfA888D8+cDr7zSoqeGeStF7NPzK4BvvgH+9S9g5EjgnXdavh1ERETUpYhaXPPnz5eB21GjRmHp0qVyzLZv3z45FjuToqIizJ49GxMmTMCpU6fsMoC6ffv2c1qOdW+JqN0Yq4AjK4GMmvOR1gPQedl0hxdVFWFj5kakFqbKaY1ag0H+g9DPr5+sYWtPTMXFsl6tfsgQqPRKMpLLyBGyfq0mIoLnbyKymeuuu07+fO+99xAQENDm85F9nX3/xsaNGzFp0qRG80SdiHfffRfV1dVwcjo98FlVVSVvtUpEsy17rGnbmvIIISFAYqLSRKyFwnwaZNrqLMD+/YCHR8u3gYiIiLocESC95ZZbMGfOHDktvjBftmwZlixZgueee+6Mz7v11ltx7bXXQq1Wn1PZK1sEUNlQl4hsKj9Vya6trLlMNmQQEHmeUhbBRo4WHcWyY8tgtpjhAAfE+cRhSOAQ6J2Uz4z2wlhQgIrkZFSmpABmCxw0GriMGCEfcwoMtPXmERFh165dSE5ORnR0tFX2RqcK2mZlZclIdUNi2mg0Ijc3F0FBQac9R3ywePLJJ2Hv5RE8dK3ItL3zTuXWCrXlEdLzy2G5egwcVqwAetlHV1IiIiKyPvHFdcNaWs7OzvLWlMFgkIPNhx9+uNF88cX5hg0bzvj677//Po4cOSJLWD399NOdLoB64sQJGRwOEV+KExG1h2PrgaNrlPs6TyB6itJwzMaCXIJk+QN/vb9sNuar84U9MebmojwpCVWHj9TV/tWE9YAmPNzWm0ZE1MiQIUOQnp7ePYO2zWVa1DavOFMGxoIFCxpdenfy5EnExcXBXhRV1DQia015hDYIrQnallQZUeTmBc+JEzt0/URERNSxmo5/Fi5ciCeeeOK05cQX4aLeVnNflIsv0Jtz6NAhGeRdu3YtHB0dO00A1Ww2ywDzyy+/LJtFCG5ubrjvvvvw6KOPQsV6iERkTSJAe2ydUrtWZtd2bDPqWmnFaTK7dmzoWHmu1TpqMSN6BlydXO2qtID4rF+ybBmqDh2umyfKH+iHDIZTk79RRET24J133sG8efNk7FH0d2haEaBfv35dN2gbGBh42oeF7Oxs+eHAx8en2ec0zSJpTbe2DmlE1ppM2zbQadTwc3NGTkmVrGvrqbfNgIGIiIg6hqhH2zAI2lyW7d99Ud7ch3kR4BUlEcSVTX3a0KHbFgFU8bqizNbzzz8va/eKf6NopCaC2aJ5xDPPPGP1dRJRN1JdCRSfBHyilGmPEGDYrUqWrQ3kVeRhQ8YGpJeky+kw9zBEeETI+24aN9gb8TfHQfytcnCAc69e0A9OhKOvfWUBExE1lJOTI688u+mmmxqdyzplI7KWGjFiBH766adG85YvX47Bgwc3W8+2MyhsSyMy0ZDt66+BG24A5s5t8dPDvPUyaCvq2iacPADs3AmMHi1ScVq+LURERGTXRADU3d39b5fz9fWVNWmb+6K8afZtbdkF0RhW1KcV3XJrA7BicCq+WBdjtfPPP98uA6gffvihzIi49NJL6+b1799fBrdvv/12Bm2JqPVyDwMHf1MCt4NvBlxqkoxsELAtry5H0qkk7M3bK8+tKgcVEnwTZFkEeyG2qzotTZZBcBkzBk7+/nK+aDamGzAAjl62bdRGRHQubr75ZgwcOBCff/55529EJrIoDh+uv9Th6NGj2LFjB7y9vWVnYlHaQKQUf/TRR/JxkWL8xhtvyHIHc+fOlY3JxOBe7IzOSPxhKqptRNaaTFex79avB87hg1BzenjpkHy8QGlG9uZLSgBYBIIZtCUiIuq2NBoNEhMTsWLFCkyfPr1uvpieNm3aacuLQPDu3bsbzVu8eDH++usvfP3114iIULK47DGAmp+fj5iYmNPmi3niMSKiFquuAA7/AWTtUab13oBJKYnX0UxmE3bl7kLyqWQYarYh0iNS1q31cPawm8/EhtRUlCclw5idLedVbNsGpwsvlPfVrq423kIionN3/Phx/Pjjj+hlpZ5RNg3aiqyM8ePH103X1p694YYb8MEHHyAzMxNpaWl1j4tB/6+//op77rkHb775JoKDg/H666/jiiuuQGdUWW2GwWhufXkEkV07YQLQygLHItNWSC8oB0aOBMrLATbfICIi6vbEmGzWrFnyaiZxpdPbb78tx2TiC3Sh4RfromyBqNnVkL+/P7Ra7Wnz7S2AKoLCIiFAjCcbEvPEY0RELZJ7CEj5DTCUyUv6EToEiBgLqG13Vej+vP0yYCuai40KGYUQV/totmgxm2Wt2vLkJJjylHO8g5MjtH3joRs40NabR0TUKuLqsp07d3aNoO15551X10isOSJw29S4ceOwbds2dAWFNU3IHFUO0GvULX8B8WGiDR8oQmuDtiLT9p57lBsRERF1ezNnzkReXh6eeuop+SW6CL6KL87Dazp1N/1ivbMGUF944QVMnToVf/zxhwxOi0vYNmzYIP9tv/32W7usk4i6IPGZNuVXIHOXMq33AWKmKjVsO1hOeQ68td5Qq9TyNiZ0DMqqyxDtFW1XTcaKvv8B1SdPyvsOGg10/ftB178/VDqdrTeNiKjVLrnkEploKq5CS0hIOK2Ua8Mrys6Fg+VsUdMuSHQj7tGjB9LT0xEaGmrTbdmfWYwpr62Fr6sGSY9d0OHr35Sah6vf3oSePnqseqA+45mIiIi6Dnsa+5zN6tWrZQBVlMhqLoA6ZsyYdlmvyBhesmQJ9u/fL5MJ4uLiZDkGcUWXPessx5Wo2zi+ATi6BugxDOg5BlB3bH5UqaEUmzM3I6UgBSODR2KA/wDYE0t1NaBWw6GmqWT59u2oSE6WgVptv35Q/U1zTCKiE51g7HO2xrldvhFZV1NYXtOErDWlEYQDB4BTp4DISKBHj1aXRzhZWAGT2QK1ykH5lliwo29hiYiIqOsTV1OlpKQ0CqBefvnl7R5A9fHxkVkPw4cPlw3Uakt4tSYbgoi6EVECQdSvdfFVpnsMB7yjALfTGza2p2pTNXbk7MD27O0wmo1yXrGhGPbCbDCgcs8eVGzfAZcxo6Ht00fO18XHQ9e3r8yyJSLqKsw1Y0lrYdDWhopqyiO0qgmZ8J//iBoSwPPPAw891OKnB7hroVGrYDCZkZFfhh4TRinNzY4cAQIDW7dNRERERJ0kgPr7779j9uzZshRE04vPWpMNQUTdRPZ+4NBywEkPJN6kZNWK7KoODNiKc5bIqhXZtaL8gRDkEiSzbANcOjZw3BxzZSUqdu1Cxc6dsFRWyXlVKSl1QVuHJpcMExHR6Ri0taGiiurWNyETgoKA2FjAt+bb3RYSmbVhPnoczi7F0fwK9CgpUZqRpaQwaEtEREQdyhYB1DvvvBNXXXUVHn/8cQQE2D7IQUR2rqpUCdbmpCjTGhfAUAroPDt8U9ZnrMeuHKWGrpvGDSOCRiDKM8rmdWvN5eUyUFuxazcsBiVJSe3pCX3iIDi3soE2EZE9E/0Y/vGPf8gmvE17MzR11113tei1GbTtzOURnn1WubVBpK+LDNoeySnF2C++ECkuQM+ebXpNIiIios4QQM3Ozsa9997LgC0RnZ34Iil7H3BohVISwUEFhI8AwkcBqlY0lLaCWO9YpOSnYKD/QPTz6wdHlX18tC9ethzVJ07I+46+PtAlJsK5V6+6WrZERF3NK6+8guuuu04GbcX9MxFfqjFo24kU1mTaeuhtd2lIlL8rsO8UUnPKgMuG2mw7iIiIqHuzRQD1yiuvxKpVqxAVFdVh6ySiTsZoAPb/COQeUqZd/YGYizu0FEKVqQrJWckww4zRIaPlPB+dD2b3nQ0nlW3LDJiKiuCg1dY1EtMPHICyagP0g4dAE9HT5pm/RETt7ejRo83etwb7+Dqum2faeupsV3xdZNoKqbmlNtsGIiIiIlsEUN944w2Z3bt27VokJCTAqUmNxZZmQxBRF6R2AkwGJaM2fCQQNqLDsmvNFjP25e3DlqwtqDRWwgEOSPBNgIezh3zclgFbY0EBypOSUHXwoAzQugxTEoCcwsPhGR7OYC0RdRv33nvvOS0nvsR6+eWXW/TaDNraRSOyVv6x/fe/gbVrgX/+E7jkkla9RKSfq/x5JLsMKCoCvv5apLoACxa0bpuIiIiIOkkA9bPPPsOyZcug0+lkwLhhRlhrLmEjoi6ishhwdFZu4rwQfZESuBVZth3kePFxbMjYgILKAjnt6eyJUSGj4K5xhy0Zc3JQnpyMqsNHlLIRItu2QNlGgZm1RNTdbN++vdF0cnKy7MUQXVPH++DBg1Cr1UhMTGzxazNoaw+NyFobtN2xA1ixApg+vdXbEOWnZNpmFVeivLAE+jlzlM6n4puCmktciIiIiNqbLQKojz32GJ566ik8/PDDULHeIhGJIGTWbuDwH0BAX6DPZGWfdGCjsRJDCValr0J6SbqcdlY7Y2jgUMT5xEFto/q5QnVWFsq3JsFw7FjdPE1kBPSDB8OJjRyJqBtbuXJl3f1FixbBzc0NH374Iby8vOS8goIC3HTTTRgzZkyLX5tB287ciGz+fCVgO7T1tWg99Rr4uGiQV2ZAqtoV8dOmAWFhQEUFg7ZERETUYWwRQDUYDJg5cyYDtkQEVBYBB5cBeUeUvVGSCZiMgLpjPzKLhmKnyk9B5aCSpRASAxKhddTa/AhV7t2rBGwdHGRjMf3gRDj6+tp6s4iI7Ioof7B8+fK6gK0g7j/99NOYNGkS7rvvvha9HoO2nTloK6L0rYjUNxXp5yKDtkdyyxD//fdtfj0iIiKizhBAveGGG/Dll1/ikUce6bB1EpGdEdm1mTuBI38qTcdUjkDP0UCPYcoViO3MaDYitSgVvT17y6sKdI46TAybKMsheGo7LsO3IYvFgurjx6Hy8IBjTeBBN2hQ3c/aeURE1FhxcTFOnTqFvn37ntZwt6SkBC3FoK1dlEewXSMyIcrPFVuPFeBITplNt4OIiIi6L1sEUEW9sRdeeEGWZejXr99pdXTFJW5E1MVr16b8CuTXdPt2DwZipgIuvh0SGBXB2o0ZG1FsKIZGpUFPj57ysdqfHU1skyE1VZZBELVrnfv0gfvkSfIxEah1mzDBJttFRNRZTJ8+XZZCEBm3w4cPl/M2bdqEBx54AJdffnmLX49BWxupNplRWmWU9z1bm2mbkiLC+EBkJODj06ZMWyE1p7T+22bxuh5KV1IiIiKirhhA3b17NwYOHCjv79mzp9FjbKZD1A04qJQyCCK7NmIsEDqkQ7Jrs8uzsf7kemSWZcppFycXmGGGrVjMZlQdOoTypCSY8pWmYg5OjlC5ushALs+HRETn5q233sL999+P66+/HtXVSqKmo6MjbrnlFrz44otoKQZtbZxlK7i3pabt778DH34IzJ7d6m2J9HWVP2WmrWhsJqL/IpV706ZWvyYRERGRvQdQGzaOIKJuwlAGaJSkFTi7AnHTAFGGQO/d7qsuNZRic+ZmpBSk1NWvHeA3AAP9B8JJ3crPhG1UefAgyjdtgqmoWE47ODtD1y8Buv79odLpbLJNRETWsnjxYhkszczMlCULXn311XNqCLZ+/XqMGzcO8fHx2LFjxzmvT6/X163zyJEj8ouvXr16wcWl5u9OCzFoa+OgrbvWEWpVKz+I+PkpTcNclaBra0X5K88/mlsKs38IVKWlwJGaAvxEREREHYABVCJqV+JqwpPbgNSVQOwlgF+0Mt87skN2vPjg/uvRX5FbkSun+3j1wbCgYXDTuMGWzCUlMmCr0mmhGzAA2oQEqJydbbpNRETW8OWXX2L+/PkyiDpq1CgsXboUU6ZMwb59+xAmYmlnUFRUhNmzZ2PChAmyPm1riCCtuHKsrRi0tXETsjbVs/3oI6tsSw8vHZzUDqisNiMzuCdC9u9XSi4QERERERF1duX5QMpvQGGaMp29rz5o286BWvGfykElrxgYEjgEO7J3YGTwSAS4BKCjmQ0GVO7ZA0dvb2h6KnVzRZDWQa2GNi4ODhrb9lohIrKmRYsWybIEc+bMkdMiy1aU4VqyZAmee+65Mz7v1ltvxbXXXgu1Wo3vv//epgeFQVsbKaowyJ8erS2NYEWOahXCfVxwOLsURwqqEBITY+tNIiIiIiIiskJ2bbKSXWsyAmpHIPJ8IGRQu+/ZjNIMrM9Yj96evTHAf4Cc19O9p7x1dI1Yc2UlKnbuQsWunbBUVsHRzw9O4eFyO1QajcywJSLqSgwGA5KTk/Hwww83mj9p0iRs2LDhjM97//33ZVmDTz75BE8//TRsjUFbm2fa2j5oK0T6KkFb0YxsbB8/W28OERERERFRG7NrfwUK05VpzzAg5iJA59Wue7WoqggbMzcitTBVTlcaK9HPr19dtm1HMpeVoWLnTlTs2g1LTUMctacndP3bfskuEZGtlJSUoLhYqcMtODs7y1tDubm5ssltQEDjqxrEdFZWVrOve+jQIRnkXbt2rWweZg/sYyu6cdC2TZm2CxYABw4ADz4IjBjRpu2J9BN1bU8hNbcM2LoV+O47IDoauOGGNr0uERERERFRh6soUAK2osFX1HggeJDoathuq6syVSE5Kxm7cnfBbDHDAQ6I84mTJRFEwLajiWBt2YYNsBhNctrR1wf6wYOhiYqCg6rjt4eIyFri4uIaTS9cuBBPPPFEs8s2/bJMlK1p7gs0EeAVJRGefPJJ9OnTx24OFoO2NlJYYYVM2zVrAJHWPXt2m7cnyk/pZHckpxTI3AGI+h5TpzJoS0REREREnYOpWgnSCj5RQK8JgG8fQOfZrqs9VnQMf6X/JbNqhR5uPWTdWh+dD2xF5eYmA7aOAf7QDx4CTUTHl2UgImoP+/btQ0hISN100yxbwdfXV9akbZpVm52dfVr2bW32blJSErZv344777xTzjObzTLIK7July9fjvPPPx8djUFbGymuDdrq2lDs/aGHgMxMwAo1iJRMWyA1pwyYMhyYN6/N2btERERERETtzmwGTmwB0rcAiTcCWndlfo+hHbLz3TRuqDJWwUvrJYO1YW5hHRogNebnozwpCY6+vtAPUur1aiIi4DF9OpxCghmsJaIuxc3NDe7uNef5M9BoNEhMTMSKFSswffr0uvlietq0aactL15v9+7djeYtXrwYf/31F77++mtERETAFhi0tZHCcis0Irv0UqttT22mbWZRJcpi4+GyZInVXpuIiIiIiKhdlOUCB34GijOV6cydQMSYdt3Z+ZX5yCzNRF/fvnJaZNRe2utSBOoDoVap0VGqs7NRkZyMqiOpsuladXo6dP36wcHRUQZqNaH1mWhERN3Nvffei1mzZmHw4MEYMWIE3n77baSlpWGeSFKUFUcX4OTJk/joo4+gUqkQHx/f6Pn+/v7QarWnze9IDNrauDyCh500IvPUa+Dn5oyckiocyi7FgB7tewkRERERERFRm7Jr0zcBx9YBZhPg6KyUQwhsvyZb5dXlSDqVhL15e+V0kGsQvLXe8n6Ia8cFSKszM2VmreHY8bp5zlGR0CUOlgFbIiICZs6ciby8PDz11FPIzMyUwddff/0V4eHhcveIeSKIa894RrdxIzLPtmTaHj4MGAyAeMO5KJmybRET6CaDtvszizEg1AM4dUp+Y4ugoDa/NhERERERkVWU5ijZtSU1tQp9egF9JteXRbAyo9mIPbl7ZMDWYFKumIz0iISjquM/TotgbdnGTcqEgwOc+/SGPjERjj62q59LRGSvbr/9dnlrzgcffHDW54rmZmdqcNZR2DbSRorqGpG1oabtlVcCffsqzcisIDZIGeQcyCxW6uWKYO2iRVZ5bSIiIiIiIqvI2qUEbEV2bezFQMKV7RKwFQ1ojhQewRcHvsCGjA0yYOur88W0XtNwYcSFcNe0T5C46TZYRKJODVGrFmoVtH3j4H39dXCfNIkBWyKiLopBW5sHbduQaevpCYhvVDVtCPw2ybQV9meVAL17AyoVkJ9vldcmIiIi6spEswrRpELUPhONL9auXXtOz1u/fr3sSjzACo1libo0cQVgrYixQMggYOhcIDBBZpy2hypTFVamr0SxoRguTi44P+x8XNXnqg4phSCCtVWHD6Pwy/9D6Zo1dfNFRq3PTTfB7fzzoRafB4mIqMtieQQbMJstdY3I2lQeYdUq622UDNrWZ9pa7r8GDtddB+j1Vl0HERERUVfz5ZdfYv78+TJwO2rUKCxduhRTpkzBvn37EBYWdsbnFRUVYfbs2ZgwYQJOibJURHQ6Ua/2+AagMA3of42SWKJ2UsohtFPdWp2jTjby0jpqMSxwGCqMFRjoPxBOYr3tzGI2o+rgQZQnJ8OUXyDnmYqL4WIwQFWTrKPS6dp9O4iIyPYYtLWBUoMR5povit3bErS1sih/FziqHFBcaUSmUY1gTw4GiIiIiP7OokWLcMstt2DOnDly+tVXX8WyZcuwZMkSPPfcc2d83q233oprr70WarUa33//PXc0UVOiBIKoXStq2Ap5hwG/Pu2yn6pN1diRswPbs7djcs/JCHdXGtUk+CV0yHGxGI2oPJCCim3JMBUVy3kOzs7Q9esHXf9+dQFbIiLqPlgewQaKapqQaZ1U0DqpYS+cHdWI8nOV9w9kKQMFIiIiIjozg8GA5ORkTJo0qdF8Mb3hLH0H3n//fRw5cgQLFy7k7iVqymQEUlcDyR8qAVsnHRA3DfDt3S5lCFLyU/DZgc+wNWurbDp2uPBwhx+Til27UbpypQzYqvQ6uIwcAe8bb4DL8GHMrCUi6qaYaWsDhTVBW09dG78tveceICcHEIN9UYPWCmKD3JByqgT7M0tw/t514no/4OKLgdmzrfL6RERERF1Jbm4uTCYTAgICGs0X01lZNZ3tmzh06BAefvhhWfdW1LM9F1VVVfJWq6SkpI1bTmSnijOV7NqyXGXaPwboPQnQuFh9VRmlGVifsR455Uomr5vGDSOCRiDKMwrtzWwwwFxWBkcvLzmtjYtF5f590PXtC23fvnBwsp8rMomIyDYYtLWBwgpD25uQCT/+CKSmAnfeabWgbUyQO7AjAwdEM7KDe4CvvlLq2jJoS0RERHRGov5l0+y9pvMEEeAVJRGefPJJ9Olz7pd5izIL4jlEXb7Z2KFlSsBWowd6T1aCtu1gw8kNshyCoFFrkBiQiATfBDiq2vcjsrmyEhU7dqJi1y6ovTzheeWV8lyh0mrhde21zZ43iIioe2LQ1gaKKpRMW4+21rN97DGgsBAIV+otWUNMoFtdMzJMnQq4uACjR1vt9YmIiIi6El9fX1mTtmlWbXZ29mnZt7UZsklJSdi+fTvuFF+8yya1ZhnkFVm3y5cvx/nnn3/a8xYsWIB77723bvrkyZOIi4trl38Tkc2IgGWfKUD6ZqDXRCVw206CXIOwM2cn4nziMCRwCPRO7duAWWTVlu/Ygcrde2CpVj4PWqoMsFRUwKGm+TMDtkRE1BCDtrYsj9DWTNubboK1xYpMWwCpuWWo7D8a2sGDrb4OIiIioq5Co9EgMTERK1aswPTp0+vmi+lp06adtry7uzt2797daN7ixYvx119/4euvv0ZERESz63F2dpa3WsXF7D9AXYCpGji2FlA5ARFjlHluAUDcpVZdjdlixr68fVA7qBHrEyvn9XTviWtjr4WHswfak6m0FBXbtqFy715YjCY5z9HPF/rBg6GJjISDim1miIioeQzaduZM23bg7+YML70TCsqrcTi7FPEh7TuIISIiIursRAbsrFmzMHjwYIwYMQJvv/020tLSMG/evLosWZEZ+9FHH0GlUiE+Pr7R8/39/aHVak+bT9SlFZ0ADvwClOcDDiogMAHQeVp9NWnFabJubUFlAZzVzojwiIDWUSuzWts7YCsYMzNRsXOXvO8YGKAEa3v2ZFYtERH9LQZtbaCwvLambRsbkaWlKXWfgoJEmodVtk0MXmIC3bExNQ/7M4sR7wpAZIOIy/usVDeXiIiIqCuZOXMm8vLy8NRTTyEzM1MGX3/99VeE15SwEvNEEJeIarJrj64GTiQpn2WcXYE+F1o9YJtfmY/1J9cjvSRdTotA7ZCAIXASWb3tyJiXB3NJiQzMCpqoKGhjY+AcHQ2n0FAGa4mI6JwxaGvD8ghtzrQdOhQ4dQrYtQtISLDOxslmZG4yaCubkb3zDLB0qUgRAZ591mrrICIiIupKbr/9dnlrzgcffHDW5z7xxBPyRtTlFaYBB34FKgqUaZFd22sC4KSz2ioqjBXYmrUVe/P2ylrRKgeVbDAmGo2JwG17qT6VjYrkJFQdSYVKr4f3DbPh4Ogoyx+4TZzYbuslIqKui0FbGyissFJNW60W0OkAtRrWFBuo1LU9kFUM9OsH9OghCqlZdR1ERERERNSNVFcAu/5PybR1dgOipwA+UVZfTVl1Gfbm7oUFFkR6RGJ40HB4aq1fdqFWdUYGypOSYDhen03vFBQIS1WVDNoSERG1Fv+K2LCmraeujSUNjh1DexCZtsL+zBJYHp0HhzNkjRAREREREZ0TkU0beR5Qmg1EnQ84WSfrVWTT5lXmwVfnK6fFz+HBw+Gv90eIa0i7HRxjTg5K165D9cmTygwHBzj36S1r1jp6e7fbeomIqPtg0NYGiqxVHqGd9Alwg1rlgPwyA7JKqhDkYb3LlYiIiIiIqBswGoDUVYB/DOAZpswLSZTBTWvJLs+WdWuzyrMwM3omvLVKsHSg/0B0BBmwVaugjYmFftBAqD3bL6OXiIi6HwZtbaCworYRmX0GbbVOahm4FY3IdqYXMWhLRERERETnLv8okPIbUFkE5KcCQ+cCKrXVAralhlJsztyMlIIUOe2ockRuRW5d0NbaLGYzDEeOwFRcDH1iorJOPz+4nnceND3DoXZTrlQkIiKyJgZtO3MjsjvuAKqrgWeeAfz8YE0DenjIoO2uE4W4cOtvwOuvA1ddBTzyiFXXQ0REREREXYSxCjiyEsjYrkxrPYA+k5WArRVUm6qxI2cHtmdvh9FslPP6ePXBsKBhcNNYP3BqMZlQdfAgypO3wVRQILNqnaOjoXZ1lY/rEuKtvk4iIqJaDNp2sMpqE6qMZutk2r7/PlBRoQRSrRy07R/qic+3pGPniUKgohTYsQMIab+aUERERERE1ImJjFqZXVusTIcMUmrYOjpbrXbtN4e+QX5lvpwOcgnCyOCRCHAJsMrrN1qX0YjK/QdQsS0ZpuISOc9B6wxdv/5wcLLPqyWJiKjrYdDWRk3IRM1YV+c27v4nngAMBsDLC9bWv4dSj2lXehHMN1wMlQjYDh1q9fUQEREREVEnV3QC2Pmlcl/nCURPAbx6WnUVDg4OiPaOxp7cPRgRNAJRnlFynrVVZ2ai+LffYS4rk9MqvQ66gQOhjY+HStPGRtJEREQtwKCtjUojeOqc2j7IePBBtJfe/q7QOqlQUmVEqqsfel1+ebuti4iIiIiIOjH3EMC3t1IOIWIc4Nj24GZRVRE2Zm5ErHcswt3D5bx+vv2Q4Jsga9i2F9FMzGKogsrVVTYX08bFMbuWiIhsgkHbDlZYbrBOPdt25qhWISHEA1uPFWBneiF6+St1m4iIiIiIqJurrgCOrQd6jgKcdEqDsb6XAypVm1+6ylSF5FPJ2JWzC2aLGUWVRQhzC5MJL2or1catZa6oQMXOXTDm5sLj4qlynkqng8dll8HR1xcOjvy4TEREtsO/Qh2ssKY8gkdb69kK2dnKwMjb2yoDpObq2sqg7YlCXCFKRa1YAbi7A1dcYfV1ERERERFRJ5B7CDj4O1BVChgrgdiLlflt/DwiArT78vZhS9YWVIrXBdDDrQdGBI+wehkEUfqgfPsOVO7ZA4to7Czi0FlZcAoMlPdrfxIREdkSg7YdrKhBeYQ2sViAgJqi+zk5gK8v2quurci0RWEycPPNwOjRDNoSEREREXXH7NrDfwBZe5RpvTcQPMAqL51RmoE1J9bUNRnzdPbEqJBRdRm21mIqKUHFtm2o3LcPFqNJznP084V+8GA41n62IiIishMM2nawwgqlPIKnvo11nszm+vvtUIBfGFATtN2XWQzD+CHQjBsHiBsREREREXUfOQeV7FpDmfLZo8dQoOcYQG2dkm+VpkoZsNU6ajEkYAjifOKsXgpBNBgr/PZbkdIrp52CAmWw1ik8vF0amhEREbUVg7YdrKi2PEJbM23VaiXbVtzaSaiXDt4uGuSXGbDPPRgDVq1qt3UREREREZEdOrkNOLhMue/iC0RfBHiEtOkly6vLUVBVgBBX5XUi3CMwJmQMenv1loFbazEbDFBplGQZkUmrdnODyt1dCdaGhDBYS0REdo1B2w5WWFsewRo1bYV2/FZYfOPcP9QDK1NyZImE2sxbIiIiIiLqJvxjgeMbgIC+Ndm1rf8IaTQbsTt3t2w05gAHXBd7nQzSis8dCX4JVtvk6lPZKE/aCmNODrxnzYKDWg0HlQqeM2ZApbVeUJiIiKg9MWhrq0Zkbc207SCirm1t0LauLENuLuDvb+tNIyIiIiIiaxMlEETdWlECQSSIOOmAof8AHFtf3s1isSC1KBUbMzai2FAs5/nqfFFhrLBqZm31yZMoT06G4XiaMsPBAdUZGdD06CEnGbAlIqLOhEFbWzUia2umbVUV8OCDSpfWF14AnNonCFzbjGzHiUJg7Vrg4ouBiAhgx452WR8REREREdmAKLuWvR84tFxpOqZxAQLjlcfaELDNLs/G+pPrkVmWKaddnFwwLGgY+nj1gcpBZYXNtqA6PR3lW5NkgFZSOcC5Tx/oExPh6O3d5nUQERHZAoO2tmpEptO0PWj7+uvK/eefR3vpH6oEbVNzylAYGAfP4mLg+HFl/c7O7bZeIiIiIiLqIFWlwKFlSsMxwdVPqV/bRqWGUnxz6BsZWHVUOWKA3wAM9B8IJys1MBNMeXko+uFHZUKtgjYmFvrEQVB7eFhtHURERLbAoK2Natp6tDXTVhTUf+QRpVyBY/sdRtGIrJe/Kw5nl2KzQYfJ27cD8fHtuk4iIiIiIuqo7Np9Ndm1lYDIfA0fqdxU6la9pNlirsugddW4ItY7VtayFdm1bhq3tm+y2Qxjbi6casq1Ofr6QhMZAbW7O3QDB0Lt6trmdRAREdkDRt46WFFNTVvPtta0FQX0n3kGHWFYhLcStE3Nx+RLBnTIOomIiIiIqJ0d/gM4kaTcd/UHYi4G3AJa9VIimzalIAVbs7bi4siL4aX1kvPHhY6TjcbaymIyoergQZQnJcNcWgLv2bOhcnGRj7lfdJFV1kFERGRPGLTtQEaTGSWVxk7ViEwYFumDTzenYfPRPFtvChERERERWYtvHyBjOxA+Cggb3urs2ozSDKzPWI+c8hw5vSN7B8aHjZf32xpMtRiNqNy/HxXbtsFUXKK8ptYZxrw8aGqCtgzYEhFRV8SgbQcqrgnYWiVoK8oiVFQojch0OrSn4RFK8f59mcUoKiqHx6L/KE3JfvoJqBkoEREREZH9MZlMqK5WrvSizsnJyQlqdeuCqaepLAZKswHfXsq0Vzgw/HbAuXUlBYqqirAxYyNSi1LltEatwSD/Qejn16/Nm2oxGFCxdy8qtu+AuaxMzlPpdbIEgjY+HipRLo6IiKgLY9C2AxWWK03I3Jwd4ahuY6fUrCwgJAQQAzhjfTC4Pfi7axHp64LU3DJsPVmCiR98AKSlARs2ABdc0K7rJiIiIqLWXaqelZWFwsJC7r4uwNPTE4GBga3PKBW1a7N2AYf/FHUGgCFzAJ1SvqC1AVtRBiH5VLKsYesAB8T5xGFI4BDonfSt28amm1xdjfJNm2AxmqBydZXNxbSxsXBw6jxXLBIREbUFg7YdqLDCSk3IajNtBZFp2wGGRXrLoK0okTBxwQJlvQkJHbJuIiIiImqZ2oCtv78/9Ho9Lx/vxMH38vJyZGdny+mgoKCWv0hlEZDyO5CvZMPCPUgJ4raRo8pRBmx7uPXAiOAR8NX5tun1zBUVMBw9Cm1cnJwW9Wr1Q4fCQauFNiYGDtbKNiYiIuokGLTtQEXlNU3IrBG0FVm24jIhkwkdYViEDz7fko7NR/OBO+d1yDqJiIiIqHUlEWoDtj4+PtyFnZyuphSaCNyKY3rOpRJEYDZzJ3DkT8BoAFSOQMQYIHRoqxI/0orTZKA22DVYTif4JsBH6yODtm2pKWsqLUPF9u2o3LsHlmoj1D4+cApQmqHpExNb/bpERESdXcekaZ7F4sWLERERAa1Wi8TERKwVtVLPYNWqVXJA0PR24MABdAZFNZm2njor1F8SAyO9HnBzQ0dl2gp7ThahuJJ10YiIiLq6lozRvv32W1xwwQXw8/ODu7s7RowYgWXLlnXo9lK92hq2IsOWuobaY3nO9YlFwHb3V0DKb0rA1iMEGHxzTbOxln0EzKvIw09HfsLPqT9jzYk1MrtWEAHcMPewVgdsTcXFKFm1CvkffYiKHTtkwNbRz6/+ikIiIqJuzqaZtl9++SXmz58vPxSMGjUKS5cuxZQpU7Bv3z6EhYWd8XkpKSnyA0Et8QGhM9W0bXMTMhsI8tAh3EeP43nlSD5WgPH+jsCaNUBsLBAdbevNIyIiIhuO0dasWSODts8++6ysvfn+++/jkksuwebNmzFw4EAeGxtpS/YjdfJjKZZ3DQAKjgOR44CQwS0O1pZXlyPpVBL25u2VZRpUDiqZVWuymOT91jJXVqJs3TpUpqQAZqVMg1NwEPSDB8MprPVBYCIioq7Gppm2ixYtwi233II5c+YgNjYWr776Knr06IElS5ac9XnisiBRiL/2ZrVuqp2ppm1uLvDII8DTT6OjDItQsm03Hc0D/vlPYPp04LPPOmz9REREZJ9jNPH4gw8+iCFDhqB3794yeCt+/vTTTzxkZHdqr97rck3aKgqAsrz66fBRwJBbgB4tK4dgNBuxPXs7PjvwGfbk7pEB2wiPCFwdfTVGhYyCk6ptn2VEIzHDiRMyYOvUIxQe06fD4/LLoQkPZ8CWiIjIHoK2BoMBycnJmDRpUqP5YnrDhg1nfa7I2BBF+CdMmICVK1eeddmqqioUFxfX3UpKSmArhbU1ba2RaZuXBzz3HPDyy+gowyOVmmibU/OB885Tsmy9arrOEhERkV0TY6CGYyIxRrL2GK2W2WyW6/P2Vr7wJToXRqMRjz32mCzLIeq4RkZG4qmnnpLvp7NZvXq1LOEhSnmI57z11lvda4eLUggnkoGt7wL7fwDMNT0v1I6AvuW/g+kl6diYsREGk0E2F7s06lJMiZgCT61nqzav+tQplPy1Epaa4ygairmddx48r7oSnpddBk1oCIO1RERE9lQeITc3VzZJCKgpMl9LTItut80Rgdq3335bDsrEB42PP/5YBm7Ft+Vjx45t9jnPPfccnnzySdhVTVtrZNp6egLz5wNaLTrKsJqg7e6TRSh67AZ4zJ3bYesmIiKitomr6chea+HChXjiiSesMkZr6uWXX0ZZWRlmzJjRxq2m7uQ///mPDLh++OGH6Nu3L5KSknDTTTfBw8MDd999d7PPOXr0KC666CLMnTsXn3zyCdavX4/bb79dlk+74oorYE9Exqr43XJ0tOJHsPJ8IOVXoDBdmVZrAGMloHFp0ctUmargrHaW93u690Qvz16yFEK0d3SrSyFUnzyJ8qQkGNLS60ogaGNi5H1Nz56tek0iIqLuxOaNyJrWLBKDmTPVMYqOjpYDskGDBskGF6LO2tSpU/HSSy+d8fUXLFiAoqKiupuoxdYlGpGJD1KvvKJk23aQEE8dovxcYDJbsP5Ig0uviIiIyO6JMVDDMZEYI1lrjNbQ559/LoPBoi6uKGlFdK42btyIadOmyfF9z549ceWVV8oMbxG8PRMR5BV1lkWJDlHKQ5T0uPnmm8/6+aCWyCgfPHiwbPI1cuRI2TejIVEOJCoqChqNRn4OEQkjtY4dOyZ/H3bs2FE3T5RbEPNEQknDMgyiKZ9Yj7Oz81kb+rU4uzZ9K5D0rhKwVTsBvScBA65rUcC21FCKP4//iU/3f4pKEeyt+d2f1HMSYn1iWxywFecJw/HjKPzmWxR++50SsFU5QBsbA8cmXwQRERGRnQZtfX19ZS3aphkb2dnZp2V2nM3w4cNx6NChMz4uBkeiaVntzc3NDTZvRGaNTFsbGR+tfPhaeSC7fsCYk2PbjSIiIqK/JcZADcdEYoxk7TGaCNSKWrj/93//h4kTJ/KoUIuMHj0af/75Jw4ePCind+7ciXXr1slM2rMFepuW8pg8ebIM9FZXKwkTZ/Loo4/KrHCxrMh+FcHeWt99953M7r3vvvuwZ88e3HrrrTLr9+9KszVH1HsWV//t378f/fr1Q5sZyoHtnwCH/wBMRsArXKldG5qoNCA7B9WmamzN2irr1qYUpMiA7fHi423aLHNVFQr/7ysU/fgTqjMyALUK2vi+8L7+erhNnAhHllUjIiLqHOURxDfWoszBihUrMF00tKohpsU37Odq+/btsmxCp2pEZo2atiJYKnRwd9XxMf54Z91RrDqYA/PuPVBNuxQwmUS6QYdvCxEREdnPGE1k2Iqgl/gpMiXJfojsx4rqmjqnHUznpD7neqUPPfSQzAKPiYmRXxyIUgLPPPMMrrnmmjM+R3y50FwpD1EfV5T6ONvnBPHa48aNk/cffvhh+b6trKyUtXFFpu6NN94oSy0I9957LzZt2iTnjx8/Hi0h6vJecMEFsBpHUR7NomTXRp0PBA8853G4eC8cLDiITZmbUFZdJucFuQRhZPBIBLi0LRNW5ewsm4w5ODlC2zceuoEDoXZtWZkGIiIisoOgbe3gZ9asWfJyIVHuQNSrTUtLw7x58+Tj4rK9kydP4qOPPpLT4rIncamUqHElmmSIulXffPONvHUGRbWNyKyRabt9O5CYCISGAuk1Naw6wOCeXnDRqJFTUoV9Wh/Ei2/RRQA5LQ0ID++w7SAiIiL7GaOJQO3s2bPx2muvyaugarN0RTMpUY+UbEsEbOMeX2aTde97ajL0mnP7yCEytcX4/rPPPpPjfVF6YP78+QgODsYNN9zQolIezc1vqmHWa21wV2SUi3ILIiv2H//4R6PlR40aJd/jLSV+j9qsPA8wG5X7KhUQczEgShfozr05mMlswneHv0N2uXLFnJvGDSOCRiDKM6rFjcAsJhOqUlJQsWsXPKZNg0qnk/Ndx58ng7cqvb5Fr0dERER2FrSdOXMm8vLy5LfPmZmZiI+Px6+//orwmuCfmCc+INQSgdr7779ffkgQHwLEYO6XX3456yVT9kIMHgutWdO2touuGLR1IGdHNUb18sXyfafwV1op4sUlYgkJgKtrh24HERER2c8YbenSpTKz8Y477pC3WiLQ9sEHH/BQ0Tl54IEHZMbr1VdfLacTEhJw/PhxWVrgTEHbwMDAZkt5iHIHPj5KE90zcXKqT6SoDVqaa8fYf1PXWVUzBq8NEAtnKsfg4tKGbFOxPemboT68Ei6qYCCqtzJf793il1Kr1PDR+qCwqhCJAYlI8E2Ao6plHwctRiMq9+9HeXIyzCWlcl7Frt1wGTZU3mcJBCIioi4StBXEJUe1lx011XSQL+pBiVtnVFpllA28rJZpO2CAzWrJihIJImi7MiUbd90+yibbQERERPYzRqttvET2SZQoEBmvtlr3uSovL68LhtYSZRIaBlKbEpngP/30U6N5y5cvl9mtDYOyLSWamol6uiKDvNaGDRvkfMHPz6/uC4yBAwfK+w2bkllFaQ6Q8gtQnAkHswnq6kLAcuZ90VSVqQrJp5IR6x0LL62XnDcsaJi86Z1alglrMRhQsWcvKrZvh7m8XM4T2bSiBIIuvm8L/2FERETUKYK23UVRTZats6MK2hYMXs/I0VF0CoEtm5HtSC9EfpkB3i5WyBwmIiIionYhskPPtUSBLV1yySWyzqwoTyCuqBO9KxYtWtSoQVjT0hyiZMcbb7whS3rMnTtXNiZ79913ZcmOtmb9zpgxA4MGDcKECRNkYPjbb7/FH3/8IR8XV/2JUiDPP/+8LN8m6uc+9thjsAqZXbsJOLYOMJsAR2eYIi9AcZkePqIkwt893WLGvrx92JK1RTYYK6wsxEWRypWJLQ3W1mbX5n/yKcxlSg1clZsr9ImJ0MbGwkF8JiEiIqJ20bHX1ndjheVWbEJmY4EeWsQGuctStmsO5gBffQVceinw88+23jQiIiIi6qT++9//4sorr5QZ3iKjVZRFu/XWW/Hvf/+7bpmmpTkiIiJk6Q6R7T1gwAC57Ouvv44rrriiTdty2WWXyfq1L774ogwgixIg77//Ps4777y6Zd577z1ZEkFk9d599914+umn0Wbl+cC2D4HU1UrA1qcXMGQOLAHx59RsLK04Df+X8n9Yc2KNDNh6Onuir2/LM2HNBkPdfRGY1fTsCbWnJ9wmnA/vWbOgS0hgwJaIiOze4sWL5VhBNBkVjXbXrl17xmXFl7Oicai4msbd3V1ezbNsmW16AtTiV6MdnGlrldIIwvHjwMcfi2uzgFtvRUcbH+2H/ZnFskTCZZs3AOKyNLEtF1/c4dtCRERERJ2fm5ubbDwsbmfSXI3kcePGYdu2bee8HhF4bViLVhAB36bzbrvtNnk7ExFYFpm9DTV8jebW87dUaqAiH3DSAr0uAAL6KsHaysqzPi2/Mh/rT65HeonSoFjrqMWQgCGI84mTtWzPlam0TJZAqNy7Bx6XXw4nf+UKO5fRo2SQ1qGD+2kQERG1lmhwKhqaisCtaCYqvoCdMmUK9u3bJ6/qaWrNmjUyaPvss8/C09NTflkrrgLavHlzXSmkjsagbQdn2lqlCZlw7Bjwr3+J0aJtgrYx/li86ghWH8yBcebVcBQDOpFtS0RERERE566yGNC6K/e1HkDf6YCLH+Dsds4vcazomAzYqhxUssGYaDQmArfnylRcLJuLiSZjMCl1c6sOHaoL2qo0LIdGRESdy6JFi3DLLbdgzpw5clp8KSwyZ5csWSKbnDbV9EtjEbz94YcfZIkkBm27uMIK5RIjD2tl2gYGAnPnKj9tYGAPT/i4aJBXZsB670iMWzDMJttBRERERNQpifIHxzcAaRuB+CsAnyhlvnfk3z7VaDairLoMHs4ecrqfXz+UGEowwH9A3bxzYSwoQIUI1qakiGK4cp5TcDD0gxPh1EwWEhERka2VlJSguLi4btrZ2VneGjIYDEhOTsbDDz/caP6kSZNkY9FzIRqhinV5e3vDVphp2+GZtlYK2kZHA2+/DVtxVKtwYXwgPt2chl92ZWBcH6WDLhERERER/Y2SLODAz0BpjjKdd6Q+aHsWotzCkcIj2JixEY4qR8yIniGza8X9cT3GtWi3W8xmFH3/A8ylpXJaE9YD+sGD4RQSwsNHRER2Ky4urtH0woUL8cQTTzSaJxqEmkwmBAQENJovprOyss5pPS+//DLKyspkY1JbYdC2gxRbu6atHbi4X7AM2v6+JwtPX9oXmqQtwI8/AqIJAzvJEhERERE1ZjICx9cDaZtE1BRw0gF9JgN+MX+7p/IN+dh9dDdyDbly2sXJBcVVxfDUep7zXq4+lQ1HP19Zm1bc9AMHwHDypBKsbfLBloiIyB7t27cPIQ2+YGyaZduQQ5MmnuLLz6bzmvP555/LQLAoj+BfUyrIFhi07eBMWw9rZdragaER3vBzc0ZOSRU2pJzCeZdcAuTni3xz4Pzzbb15RERERET2ozhTya4tU4Ku8I8Bek8CNC5nfVqpoRRrT6zFluwt8PLyglajxQC/ARjoPxBO6r//bCE+oFafzEB50lZUp5+A2+RJ0PbpIx/T9u8P3YAB1vn3ERERdVDjUnf3mlrwZ+Dr6wu1Wn1aVm12dvZp2bfNNTATtXC/+uorTJw4EbbE9p8dXtPWSkX8f/8d0OuBsWNhK2qVA6YmBMn7P+7PAW64Abj+esCG9T6IiIiIiOxSVbESsNXolWZj4vY3AduCygJ8duAzHCo8JKd7efbCNTHXYGjQ0L8N2IpgreHYMRR9+y2KvvtOBmyhcoC5qKhumXPJNiIiIupsNBoNEhMTsWLFikbzxfTIkSPPmmF744034rPPPsPUqVNha8y07aw1bY1GoKICqKqCLU3tF4QPNhzDir2nUPmfF6F1Utt0e4iIiIiI7IaxCnCsuWzTL1rJrPWPVQK358DT2RN+Oj9UO1Yj0SkRiaGJMtP2b4O1qako35oEY45SM9fBUQ3n2FjoBw2C+m+yk4iIiLqCe++9F7NmzcLgwYMxYsQIvP3220hLS8O8efPk4wsWLMDJkyfx0Ucf1QVsZ8+ejddeew3Dhw+vy9LV6XTw8Dj3Jp/WxKBtBymydk1bUX7g6FHAybblFhLDvBDorkVWcSXWHsrFBXGshUVERERE3ZypGji6Bji1Bxh8C+DsqswPTTzr0zJKM5B8KhmTek6Cs9pZZsJOiZgCS7UFx44dO+fVV2zfLgO2Dk6O0PaNh27gQKhdz57VS0RE1JXMnDkTeXl5eOqpp5CZmYn4+Hj8+uuvCA8Pl4+LeSKIW2vp0qUwGo2444475K3WDTfcgA8++MAm/wYGbTs6aKuzUnkEURqhZ0/YmkqUSOgXhHfXHcXPuzKUoG12NrB3LzB+vK03j4iIiIioYxWmAym/AuX5ynRuChBy9mBtUVURNmZuRGphqpzedmobRgSPkPe1jlpUGivP+FyLyYSqlBRoIiOh0mploFc/dCiqMzKg698fKp3Omv86IiKiTuP222+Xt+Y0DcSuWrUK9oZB244uj2CtTFs7cnFN0HbFvlMo35oM/fChojI0kJGhBJeJiIiIiOyE+FA2fvx4FBQUwNPT07rZtamrgZNJokaBkl3bZwrg2+uMT6kyVSE5Kxm7cnfBbDHDAQ6I84lDf7/+f7s6S3U1KvfvR/m2bTCXlEJfWgqXoUPlY5qwMHkjIiKizouNyDpAZbUJFdUmed/dWjVtU1KAV14BvvkGtjaghyei/FxQbjDhe6MPIFLNY2KUoC0RERER0TkoKSnB/Pnz5WWLon6caBSydevWv33e6tWrZbMRrVaLyMhIvPXWWx2/vwvTgK3vAie2KgHboH7AkLlnDdjuzd2LT/d/ih05O2TAtodbD1wVfRXG9RgHvdOZEx/MBoMM1OZ/9DFKV6+RAVuViwtUepY/ICIi6kqYadsBimtKI6gcADdnK+3y7dtFVWWlBMEVV8CWxCVY1wwNw9O/7MfnSSdwbVIS4O1t020iIiIios5lzpw52LNnDz7++GMEBwfjk08+wcSJE7Fv3z6EhIQ0+5yjR4/ioosuwty5c+Xy69evl5dB+vn54YqOHCOf2gdUFADObkD0FMAnqtkGYSaTCY6OyueBrPIsWfZANBsbFTIKYW5hclx9NpXbtqF0715YKpVmxGp3N+gGJUIbGwOHmtclIiKiroGZth2gsCZo66FzkjVgrUJks157LTBhAuzB5YNCoVGrsPtkEfZUqG29OUREREQdavHixYiIiJDZniLrc+3atWdc9ttvv8UFF1wgA4vu7u6yo/GyZcvQnVVUVOCbb77BCy+8gLFjx6JXr1544okn5D5dsmTJGZ8nsmrDwsLw6quvIjY2VgZ+b775Zrz00kt/u87k5GTZUVqv18us3hRxJVsDYr1RUVHQaDSIjo6WweRaoimYWuWAHTt2KDOixqPUOx7asf/Eqt3pdWUYRBBWHFu5Hh89lq2uP87Dg4ZjTMgYzIyeiXD38L8N2AqmwiIZsFV7esJt4gR4XX89dAnxDNgSERF1QQzadmg9Wys1IRNGjAA+/RR49FHYA28XDSbHB8r7n2+p6b5XXQ3s3m3bDSMiIiJqZ19++aW8rP/RRx/F9u3bMWbMGEyZMqVRR+KG1qxZI4O2ooOxCByK+qqXXHKJfG67EJfrG8pscxPrPgeiW7PIQhVB74ZEmYR169ad8XkbN27EpEmTGs2bPHkykpKSUC3GomchjtfLL78slxXZryLYW+u7777D3Xffjfvuu09m/95666246aabsHLlSsBYBV36GlyX4FT/73N0hjF8DKqUimiNPPDIA5i1cBb+9c2/UOZXVjffxckFCX4JUKuaT3gwlZaidO1aGPPy6uZpEwfBbfIkeF13LbSxsXBQM1mCiIioq+I1NB2gqEGmbVd2zdAe+GlnBn7YkYFHo52gnzAeqKpSats2GYATERERdRWLFi3CLbfcIrM8BZH1KbIrRabmc889d9ry4vGGnn32Wfzwww/46aefMHDgQOtvYHU58GwwbOKRDEDz97VW3dzcZMbxv//9b5kxGxAQgM8//xybN29G7969z/i8rKwsuWxDYloEgXNzcxEUFHTG5z7zzDMYN26cvP/www9j6tSpqKyslIFjkal744031nWcvvfee7Fp0yZ88t+nMV57BZxzjyPSSwWnilNnfH2TxQRdLx0mPjgRTj2c4AlPuLu5w2g2wlF15o9hpqIilCdvQ+WB/YDJDHN5BTTjxsrH1B4e0Db59xIREVHXxEzbDlBYbpA/PfVdO2g7ItIHPX30KK0y4pdiLaDRAE5OwIEDtt40IiIionZhMBhktmzTbE8xvWHDhnN6DbPZLJtweXfzngCi/ICo+yrq1zo7O+P111/HtddeC/XfZJM2LSsgXqO5+U3169ev7n5tcDc7O1v+3L9/P0aNGlW/sLEK1w/xQT/LXqCyCGaNGz7aaUC1XrnSrOn6jxQewdqStXCLd4N/kD98db6Y1msaLoy48IwBW2N+PopXrED+J5+gcu9eGbB1Cg6W9WqJiIio+2GmbWfNtP3kE2D+fGDKFDHChT0QA+Orh4bh+d8O4JOkE7jy99/hEBWlBG+JiIiIuiCRzSku628u21NkgZ4LcYl+WVkZZsyYccZlqqqq5K2WCPKeMye9kvFqC2Ld50jUj129erXcF8XFxTKQOnPmTFnX9kwCAwNP288i8CrKHfj4+Jx900RyQY3aAK8IoDedh7wjwMHf4W/MwFExHZKIUqcoHC38V12AWKgtx3Cy+iT2H9uPcnM5TJUmTAifgMSwRKgczpwvU7JqFSr37K0rt6AJD4M+MRFONQ3YRAYwERERdS/MtO3ImrbWDNpWVACivlVLBuwd4MrEUGgcVdh5oghbnP0ZsCUiIqJuoblsz3NpLCVKAIiGW6Iurr+//xmXE2UWPDw86m5xcXEt2TilRIEtbuewD5pycXGRAduCggJZZmLatGlnXFaUVFixYkWjecuXL5eNvxoGZVtKlGiQtXRFEPfIX0BlMfYfz8JOh3igzyT4BSrlJjIzM+uOd21TsiCnIHg6e6KXthfyV+Sjt0fvZgO2DQO+ajc3GbDVREbAc8YMeFx6aV3AloiIiLonZtp2gMIKpTyChzUbkV15JSAu2XL5+xphHcnX1VkGbj/bnIa3Vh/BsMiaDIeDB4E+fWy9eURERERW5evrKy/fby7bs2n2bVMiUCtq4X711VeYOHHiWZddsGCBrKta6+TJky0L3HYCIkArApnR0dE4fPgwHnjgAXlfNABruB/Ev/2jjz6S0/PmzcMbb7wh983cuXNlY7J3331XBsPb4oH778eMmTMxaNAgTB4Rj+0rP8Xt7yXjt+V/1DVIGz58OJ574TmUeZfhSN4RfPvUt/IxtYMaV8dcjTWn1sBiatyITfz7qk+eRPnWJOj694NzZKScr01IgKZnTzj+TXYwERERdR/MtO2smbZeXoAYqIeHw978Y0wkVA7AypQcpBzPAc47D4iJUQK3RERERF2IRqNBYmLiadmeYnrkyJFnfJ4IKopGV5999plsgPV3RI1Xd3f3upto3NXVFBUV4Y477kBMTAxmz56N0aNHy6zZhhmzIrM1LS2tblqUTvj111+xatUqDBgwQDYyE7Vwr7jiilZtg4OxEtj/My4bFIjXXnsNL774IqKHnI8F7/2Ft999H+eJcW1N8PXxNx5HeXQ55r88H5/9/BnuWnhX3es0zawVyxuOHUPRN9+g6LvvUX3iBMqTk+uX12gYsCUiIqJGmGnbgTVtu3ojslo9fV0wJT4Iv+zOxFubTuIVd3fA0RHYtInZtkRERNTliCzPWbNmyUvyxeX6b7/9tgwsiizQ5rJDRcBWBCVFUFBka9Zm6YrsTVH6oLsSNX3PVtdX+OCDD06bN27cOGzbtu2c1yMCrw1LEwgi4GvJOShr16KqFFA74rZb7sBtt9122vMzSjOwPmM9ctQ5uOW2W+CmccOIoBGI8ozC9ZbrG61H1Mg1HDmCwt+XwZiTI+c7OKqhjYuDbuDAc95mIiIi6n4YtO2sjch27wY2bgR69QLOPx/2Zt64KBm0/XFnBh5c+AyCliwBWJeLiIiIuiDRLCsvLw9PPfWUzASNj4+X2Z/hNVdENc0OXbp0KYxGo8wqFbdaN9xwQ7NBSWpnhnLg8B/Aqb3KtN4HiLkI0DRuolZtqsaf6X8itTBVTmvUGgzyH4R+fv3gqGr+Y1XJ8hWoqrnazMHJCdr4eOgGDIDa1b5KnBEREZH9YdC2I8sjWDPT9s8/gXvuAa65xi6DtgmhHhjVywfrD+dh6UkVnkhkIwUiIiLqum6//XZ5a07TQKy4lJ/sRG12raFMaZrWYyjQcwygPn3cLgKzFdUVcIAD4nziMCRwCPROjQO7FqNRNhQTAVrBuVcUDMePQ9evn6xhq9LpOuyfRkRERJ0bg7YdoLC8phGZzoqNyETTAtFJd/Bg2CuRbSuCtp9vScM/xkYi2FMHHD8O6PWAn5+tN4+IiIiIurPKYmDfD4DZCLj4AtEXAR71iQZmixn78/ejl2cvOKud4eDggLGhY2GBBb4630YvZamuRuW+fSjfth26fgnQJybK+ZrISHiHhkLl7Nzh/zwiIiLq3Bi0bWcmswXFlUbrZ9peeqlys2Oje/liaIQ3thzNx6IVB/FS3kbg7ruBm28GRLkEIiIiIiJb0boDEWMBYwUQPlrWsa2VVpyGDRkbkF+Zj6KqIowMVprK+eh8Gr2E2WBA5e7dqNixA+byCjmv6tAh6AYNkkFeeWPAloiIiFqBQdt2VlKplEawek3bTkAMUhdMicH0xRvwzbYT+OfQcIQbDEBqKmAyAWq1rTeRiIiIiLoLUQLh0AqlBIJ7sDIvbFijRUSQVgRrRdBWEBm2HprTm8OZKytRsXMXKnbthKWySs5Tu7tBNygR2tgYOQ4mIiIiagsGbTuonq2rsyOc1Cp0NwPDvDA1IUg2JVtY6IMPtm4FxOViHMgSERERUUewWIDs/cCh5UB1BVCeBwy+udF4tMJYga1ZW7E3by8sFgtUDiok+CYgMSARWkftaS9Ztm4dKvcfkPfVXl7QD06Ec+/ecGBSAhEREVlJ94sidrDCiur2ybJ9/XVAdCResAD27oHJ0XBUOWBVSg42ePVkwJaIiIiIOkZVKbD3W6V2rQjYuvoDMVNPG49uydyCPbl7ZMA20iMSV0dfjVEho+oCtqbSUnmrpRs4EI5+vnC/cDK8rr0G2pgYBmyJiIjIqhi07bAmZFYO2hYWAmlpQEEB7F1PXxdcOyxM3n/65/0wmsxAVRXw1ltKmQQiIiIiImtn12btAbb+D8g5CDiogJ6jgcQbAbdAGZytNtWXMRMZtUEuQZjWaxoujLgQnlpPOd9UWIiSv/5C/kcfoXzz5rrlHX184DlzppJdq+JHKiIiIrI+lkdoZ0U1mbZWbUImzJkDTJkC+DbuXGuv7prQGz/syMC+zGK8ty4V/3joekAMfI1G4M47bb15RERERNSV5KcC+39S7rsFANFTlZ8Assuzsf7keugcdTJAK7hqXDG99/S6pxvz81GelISqg4eUALCoY1taCovZXBekZd1aIiIiak8M2nZQTVurB22Dg5VbJ+Hr6oxHL4rFg9/swqI/DuHKK66G97FjnerfQERERESdhHck4BMFuIcAYcMBlRqlhlJsztyMlIIUuYijyhElhhK4adzqnladnY2KpCRs/uZb/L7sdzz80MPQ9AyHPjERThy3EhERUQfitTwdlGnrodOgu7tqcChGRPqgstqM+Z7DYNm/H7j8cltvFhERERHZgTVr1uCSSy5BcHCwzGL9/vvvT1tGlDV44okn5DI6nQ7nnXce9u7dC1QWAwd+AYxVyoKiZm3CVUDPUai2mPHSly9h2G3DMOu+WXjzzTdRcLAA18Rc0yhgKxiOHUPVkVR5/5jRCM8ZM+BxySUM2BIREVGHY9C2s2babt8OfPopsG0bOgsx+H728gQ4O6qw5kg+vk0tq3+w5rIzIiIiIuqeysrK0L9/f7zxxhtnXOaFF17AokWL5DJbt25FYGAA7rn6fFStexPI3AWkrqpf2MEBuRW5ePb3Z2XQtt/Afnj0rkdxea/L8cR1T2Dftr0wpKejOjOz7im6fv2gjY3BqUED8WdlJZwC/NGRTCYTzGZzh66TiIiI7BODtu2ssKKdGpF98QVw/fVK4LYTifB1wd0Te8v7T/y0F2l55cCmTcDgwUB6uq03j4iIiIhsZMqUKXj66adx+RmuxBJZtq+++ioeffRRuUx8rx74+IFLcH5IJXbvSALcg4GQxEbP8XD2wNo1a9GrRy/8+7p/4/Yxt+OpB5/C1WPHYvW/HkfR9z+gbP16+dqCSquF28SJMLq4yOlly5YhNjYWrq6uuPDCC5HZIMArgqtPPfUUQkND4ezsjAEDBuD333+ve3zVqlUyaaFQNBCusWPHDjnvmCgTBuCDDz6Ap6cnfv75Z8TFxcnXOX78uJX3LBEREXVGDNq2s6LaTFtrB2179wYuuACIjkZnM3dMJBLDvVBSacSdnyXDfM89Ssbwww/betOIiIiIuhwRkCyvLrj5Iw0AADjZSURBVLfJrTYYag1Hjx5FVlYWJokxcMZ2YOs7cCpOR2hYT/x2sAoYOAtFjk7YcHIDzBYlW9VJ5YRDPx7C9J7TEeURCcPhwyj88kvMCAxEUWoqHBzVcPT3Fymup62vvLwcL730Ej7++GNZuiEtLQ33339/3eOvvfYaXn75ZbnMrl27MHnyZFx66aU4dOhQi/5dYj3PPfcc3nnnHVnqwV9sDxEREXV7bETWzgor2qk8wpw5yq0TclKr8Po1AzH19bXYdbIY/715Ie6O+wp45RVbbxoRERFRl1NhrMCwz4bZZN2br90MvZPeKq8lArZCD0s6kLJPmekRgm2qAdhzPBMbMjdhV+4uGbD11HoizidOLpJ5JBM9HTUo+OxzmAoK5Dy9uwfW5ebi37NnQ1WTVdtUdXU13nrrLURFRcnpO++8U2bW1hLB2oceeghXX321nP7Pf/6DlStXymxgUTf3XIn1LF68WJaGICIiIqrFTNt2VlheWx6BjcgaCvHU4eWrlIHpK0dM+P2eZwB39/Y+HERERETUyRn9+gJad6DXRJj7X4tMnQFlMWXYkbNDBmxD3ULhr2+craoym2XA1sHZGfqhQ3Fq2FBsrqo8Y8BW0Ov1dQFbISgoCNnZ2fJ+cXExMjIyMGrUqEbPEdP7RbPdFtBoNOjXr1+LnkNERERdHzNt21lRhbF9Mm27gAmxAZg7JgL/W3sU9/7fDoR6jUB8iAfw5ZdAXByQkGDrTSQiIiLq9HSOOpnxaqt1t1lFAZC9H4GBgXIyM68EgUNvRVpZBtYf+gonnE9Ar9XD09kTI4NHIkwXjKp9+1CpyYY2Lk4+75jJhAvHj4dzTAxUGg1ObViPgICAs67Wyanx+F3Uom1a7kHMa0g8XjtPpVLyYxo+R2TVNqXT6U57HSIiIiJm2rYjMUAraq9GZP/+txLYPEt33c7gwQtjMLqXL8oNJtz0wVbkvfMBIC4xu+gioCaTgYiIiIhaTwQERYkCW9zaFIwUwc4TSbJ2LVJXI8LVIAOwK1asgEWlRtKpJOSW5eLYoWMYEzwGV0VMh//hPBR8/DFK165D2abNsBiNGDFiBFb88Qd0/frJgK2wfPlyjBw5stWb5u7ujuDgYKxbt67R/A0bNsjGZYKfn5/82bB5mWhERkRERHQumGnbjkQgstpkaZ9MWzH4E5de5eaiMxP1bRdfPwgz3tqIA1klmGvxwVfR0VBPnQr4+tp684iIiIiog5SWluLw4cPyvpcW0B38DlmVXjIT1SM8ARVaN/xz/j/x7LPPonfv3vAJ98H7H7wPx60m3HbnGBR99AksVVX47rvv4OzjgxkLF4qINe6++26MHTtW1pydNm0afvjhB/zxxx+nBVxb6oEHHsDChQtlCYUBAwbg/fffl0HZTz/9VD7eq1cv9OjRA0888QSefvpp2aBMNC4jIiIiOhcM2nZAEzKNWgWdk9q6L37PPcCMGUB4ODo7d60T3r9pCKa/uQHbiitxwz/+iyW3nwe3mkvKiIiIiKjrS0pKwvnjx2NYqBq3DdFg42//h9UmC5xiJ+Oyf89A8vHfMP768TBUGHD77bejoKAAlw9KxM+3zAP27IVIlVB7e2F1VSWc9DrcEN9Xvq7IqP3iiy/w2GOP4V//+pcMsn755ZcYNqxtzdnuuusuWdv2vvvuk7Vu4+Li8OOPP8qAcm15hc8//xy33XabbDI2ZMgQGby96qqrrLK/iIiIqGtzsDQtzNTFnThxQn7jnZ6ejtDQ0HZd196MIkx9fR383Jyx9dGJ7bqurmB/ZjFmLt2I4koj+vfwxEc3D4WHsxp45RVg7lw2KiMiIrLzsQ/Zx3GtrKzE0aNHERERAa1W27kOy97vZf1aweIZhtSgOGzM34tiQ7GcF6APwGW9LoNapSREVGdno/DL/4Ojny/0gwdDExXVJevDdupjSkREZAUnuuGYlqmM7aioJtPW09r1bLuo2CB3fDZ3OLz0TtiZXojr3tmEygceAu6/H5gyBTCZbL2JRERERNSeAhMARw2yw4fhe1c9lmVtlAFbvaMe4z0G44J0D1SsrS9r4OTvD8+rroTnzJlw7tWrSwZsiYiIqHti0LYdFZVXt089WyE5Gfj+e+DQIXQl8SEe+Pwfw+HjosGek8W429wbJh8f4NZbAbWVS0wQERERkW2V5QK5DcazPlHY1+d8fF18AJllmVA7qDFE0wfT0v3h+8tWVO07gIq9e2EuL697ilNgIIO1RERE1OUwaNsBNW092iPT9rXXgOnTgR9+QFcTE+iOL28djmAPLZY5h2Ds3P9hw8iL6hcwm225eURERETUVmI8d3wjkPQ+sP9HoFIpfyCEefWGo8oRMeYAXHbcDz3/PADj4VTAYoGmZ094Tp8OlV7PY0BERERdGoO27aiwJtPWQ6ex/ouLBgcjRwLBweiKevm74fs7R2FgmCdOWjSY9d4WvLvuKMylZcDo0cCbb8qBOxERERF1MqU5wPaPgNRVsJiqkeLkhDWZG+sedtW4YobDECSsz4TqeAbg4ADnXlHwnDkDHpdcDKegIJtuPhEREVFHcOyQtXRThRWG9iuP8K9/KbcuzN9Ni8/nDseCb3fju+0n8e+f90Gz+A3M2rgROHoUuPZawMvL1ptJREREROfCbALSNgHH18v7GZZqrHdzR46jGig8jF55MQj2CZeLuveKQf6GrdBE9JQNxhy9vbmPiYiIqFth0LYjatqyEVmraZ3UWDSjPwaFe+Hpn/fh8R7nIWtKBcZcOgbDPD3BVhNEREREnSRgu/1joDgTRWYDNjoBqXp3QO0Ej1NliD+hgjZ1K3CFErRV6XTwvvEGqJydbb3lRERERDbB8gjtqKimpm27ZNp2I6IL8Kzh4fjlrtGIDfbEm/2m4upj7pj93hak5pQCy5cDF10EHDli600lIiIiouao1Kh2C8SG6jx8rnVAqosPXDPLMHhjHsanOCG4Qgtzdg5MxfW1bRmwJSIiou6MQduOqGmrb4eatg8+CAwZAnzzDboLUef2uztGYv7E3tA4qrD2UC4ufGUNsv9xJ/Dbb0qdWyIiIiKyDyWngPL8+umIsTjk1xv6HAvi15zAuMMaRJi8oXHWQ584CN6zZ0Pt7m7LLSYiIiKyGyyP0I4KazJtPdqjPMKhQ0BSEpCbi+7E2VGN+RP7YPrAECz8cS9WpeTg6gvuw70bv0Dq6Gsxq8wALxcNkJUFiMvpWPOWiIiIqONLIYi6tcc34qRWj6Aht0GldoSTkx5jLNEwHc6Bh3MIVFotdP36Q9e/n7xPRERERPWYaduOisprGpG1R9BWNCH7+WfgwgvRHYX7uOD9G4fgw5uHwqVfX9x58f1YtOUURjz/Jx79bjdK7rgbCA0FPvnE1ptKRERE1H0UZwLJ7yP/yJ/4qfQIfsw/gJSD6+sejhgwFn49Y+A6ahS8b7gBLsOG2mXA9oMPPoCnp6etN4OIiIi6MQZtOyDTtl1q2g4aBEydCoQrzRq6a63bcX388OOdo/DW9YnoG+yOymozvl53CGnrkoDycvyh9ke5wag8obBQziMiIiIiKzMZgdRVKE96D2tyduCrolQU5zghLKkKhj/WwmIyKeM3lQoeV1wB/aBBUGkalxBbs2YNLrnkEgQHB8tx3vfff3/aar799ltMnjwZvr6+cpkdO3ac0+Z98803iIuLg7Ozs/z53XffWekfTkRERNQ+GLRtJwajGeUGZXDqqWuHmrZURwzYL4wPxM//HI0v/jEcY/uH4eKbXsMls1/BnJ3VGPL0H7jr8+04/MBCWIKCWPuWiIiIyJoqi2BMehc7Dv6IL3L34kRqAUJ2qRB5wgn93GPQwyO8UYMxMXZrTllZGfr374833njjjKsSy4waNQrPP//8OW/exo0bMXPmTMyaNQs7d+6UP2fMmIHNmzfD3phMJpjNZltvBhEREdkBBm3bSVFNlq0Yk7pp26F0sKhnu3w5kJlp/dfupMQHgOGRPvjf7MFY9/AETJo9FeE+epQZTPhxZwbyfv8TDsXFeHNPEd5ddxQHT5XAnJEJvP46cOCArTefiIiIqHPSuGJl7iHs33MEAdtNCM51R6x7NKIjh8BvyiXwuv46OJ5Dn4EpU6bg6aefxuWXX37GZUTA9fHHH8fEiRPPefNeffVVXHDBBViwYAFiYmLkzwkTJsj5f2fZsmWIjY2Fq6srLrzwQmQ2GHuL4OpTTz2F0NBQmcE7YMAA/P7773WPr1q1So5PC8XVXjVEZrCYd+zYsUZlGH7++ee6TODjx4+f87+NiIiIui42ImsnRRVKPVt3rRNUquazCdrkkUeAFSuAjz8Grr/e+q/fyYV46vDPCb1x5/m9sC2tEMv2ZuEBz1fht2c79usiUP7zPrncrAMr8e8fXsbJ+EQc+vpXDOjhCU+9BkhOBqKiANYyIyIiok7OYrHAUlFh3RctyYJF7wMHtVIGLC54Cvaty0GIWw8EhPaBflAiNBE9odLrz5hZ21FEpu0999zTaJ4osfB3Qdvy8nK89NJL+Pjjj6FSqXD99dfj/vvvx6effioff+211/Dyyy9j6dKlGDhwIN577z1ceuml2Lt3L3r37n3O2yfW89xzz+Gdd96Bj48P/P39W/kvJSIioq7E5kHbxYsX48UXX5TfWvft21cOnsaMGXPG5VevXo17771XDoZEvasHH3wQ8+bNg70pLG/HerZCZCTQvz/g7d0+r99FiA8JieFe8rZgSgwOnhqGNQdzsOZQDrYczcdJRxesC++PbW69sOj9rfI5kd46/PzkNOjLS7HiixXwHzkYkX4ucMtIB/LygJgYwM3N1v80IiKidtVVx2jdkQjYpgxKtM6LOVjgEFqFlAjAOUuN8IP1Y91g8TC2ILvB4tHbkuGg18OWsrKyEBAQ0GiemBbzz6a6uhpvvfUWosQX+QDuvPNOmVlbSwR0H3roIVx99dVy+j//+Q9Wrlwpf1fefPPNc94+sR7x+yZKQxAREZH1LO7k41mbBm2//PJLzJ8/X+5EUZtKfEstLovat28fwsLCTlv+6NGjuOiiizB37lx88sknWL9+PW6//Xb4+fnhiiuugF0GbXXtFLR96632ed0uHsCNDnSTt7ljI1FtMuNA5khsT78Jx9IKEZFeiKO5ZShJy0C2xg3+1dWYl1wO03al4/HCjZ/gpjVfYO2EK7DmnqcQ7KlDsLszBr75PDQ9w6C94zZo3VyUlYlaZCpWHyEios6pK4/RqPUsrkacjDEiR6WGPkeFCosDqtQWOJuUTFp7Hvk0zfYV2cd/lwGs1+vrArZCUFAQsrOVkHRxcTEyMjLk70dDYlrUzW0JjUaDfv36teg5RERE1PXHszYN2i5atAi33HIL5syZI6dFxFvUjVqyZIm8RKgp8U232LG1lzKJ+lJJSUnyW257+0BQWFPT1kNcak92yUmtQkKoh7zNHqHMKygzYG9GMVZdMwrpx7MwtNQBh3NKkVNShZJqC3L0nvgTPvhg7VG5vF9pAbYu/S/McECfvN7Q6Jzh46rBfcvexuT1P+GPy27Gxpn/kHWNvVRmjH/rOcDDHWnzF8DVTQ8XZzXcjqdCn5cDVa9IaHr2hLOTCs5qBzgUFQFarXKz8WWFRETUvXTlMVp35KDTyYzX1rIYq3Bww/s4vOkPOGaXwdNBDdfgEIT3Px/B510ItYfHWddta4GBgadl1Yrga9Ps26acnBonX4ggrwj2Np13pmCwKKlQO69hVm1TOp3O5iUkiIiIuppFXWA8a7OgrcFgQHJyMh5++OFG8ydNmoQNGzacsR6VeLxpPap3331XDoCaDqxsqbDcgJjso5hUmAREV4uv3esf/OQTwGgExEGvvcx+3z5gyxYgIgIYN65+2S++ACorgWnTgNoGDgcPip0BXHWVSAHo4H9Z1+blosHo3r7yhlERjRrLHcsdheSiCoTll2NOcRUyiypRmm7B56OugLqsFEa1I4wGE8rzK2A+lQ1dVTl2nSrHZ5vT5Gv4leZj3vefygDv5ICL6gKxC/9YipuSf8J/R8zEy2NnyXl6QwX2vXKVvD/68Z/g4KKHs6Ma1638DFM2/oQVoy7Fj1NmQ61ygMbBgkdfvB0WtSOW3PMSjC7ucn7ilj8wYPMKHB4wCjsmXQFRWll8ILjwneehspix5vp/wuDmITcjfOcW9Epag6zoeBwad5FcTmzdsM/egtpowO7LZ6PK01su65+yB2FJa1HYszfSxk6qWzb6x8/hWFmO1EnTUOnlK+d5HD2EoOQNKA0Mxckx9Q1DIn//FpqyEqSdNwUVvkrdNvf0owjashYVvoFIHzepbv+E//EznIsLcHLUBJQHiAsvAZfMEwjZtEquJ338hXKe2IrQ1cugzc9F5rCxKA/pIefrck4heP1fMLi548SEqXXbELzhL/nYqcEjURYaLp/vnJ+L4LV/oFrvghOTLqlb1n/zWricykRuv0SU9lQybpyKCxG8egXMzs5In3Rp3bK+yZvgkpGO/L79URLZR85zLCtFyF+/waJWI+2i+uYqPju3wjXtGApj4lHUO1bOU1VWoseKn+T945co7wHBe892uB09jKLeMSiMSVD+zcZqhP32vbyfNmU6LI7KKd1z/y54HE5BcWRvFPQdoLyAxYLwn7+Wd9MnXQKzs1be9zi4D54pe1EaFoG8/oPr1hf26zdwMJlxYsJFMOmVDHL3Iynw2rcLZSFhyB00rG7ZHst+gMpgQMZ5k1Dtpnxwdz12BD67t6E8MBg5Q+rPf6F//Ax1RQUyx0yAwVMp7+Jy4hh8t29FpV8ATg0fW3+MVv4Op9ISZI0Yh6qa94k+8wT8kjaiytsHWaPOr1s2aM0KaIoKkT10NCoCguQ8bXYWAjavhcHdA5niPVUjcP1KeaxzEoejPFh5nzjn5SBwwyoYXVxx8vwpDY79GuiyTyF3wBCU9egp52kKCxC09g+YtFqcuKD+feKXtAH6zJPITxiIkp69lGNfWoyQlctgdnJC+oWX1b9Ptm+Gy4k0FMT2Q3GvaDlPXVGO0D9+gfhlPT71yvpjvytZfrlT2CcORdF9lfeJoQo9lv2ovE+mXlGX2e+1dyfcUw+iOKoPCuJqLrM1mRD+67fK++TCabA4KV8meqbsgcfB/SjpGYX8hEF16wv/+SvAApy44GKYtEqwxf3wAXjt343SHuHIGzC0/n3y23dwMBpxcvyFMLoqf8/cjh6C954dKA8ORU7iiPpjv/xHqKuqkDH2AlR7eCrvk7Sj8NmZhAr/QGQPq79MKeSvX+FYVoasUeNR5e2rHPuTafDbthmVPn44NfK8+vfJ6uVwKi7CqeFjUOkXKOfpsjLgv3U9DJ5eyGxw7glc9yecC/KRPWQkKgJDlPdJ7ikEbFyDajd3ZJw3uW7ZgI2roc3NRu7AofIcIY99QR6C1v0Fo16Pkw3OJ/5b1kF3KhN54hwRHtnic8QVg0Lbp/59K3X1MVp3JP9Wt3LMmHN4M7Z9/gKMmXlQi/e2zguhQ6YibNylcPLzk3+uVer6HFuD0dz4BUwiYKkELcWyTmdbtiGVWFs9cYVUw3ipmIbKEdUmi7zf8HWbLjtsxCgs/+NP3PHPu+u2Yfny5Rg5cuRpy9YyWk7fBrFKsU6x3Vq9K4JDe2D12vUYPnK0fFzjqJK/I0OHDoXRZIanOH+pHJF2IgMuNX8fk7fvkPMacVCddV84qevPD+J1/27Z2gCwWNbczL+tuWVNZou8WWNZR5VD3TnNHpY1my0wnmVZMW5W29GyIsgv3tfWWFYs5ljzu9Feywpne0+2ZNmWnCOaLnum3+X2XLb29741y/7d72dLlm3t7z3PEfbze9/ZzxEN36/2wtBFxrM2C9rm5ubCZDK1qL7UmepRGY1G+XrikqWmqqqq5K1WSUkJOkJxRTXOP7IV16/5CDCmNw7ainoYZWVKcLY2aCuais2fD1xzTeOg7V13ATk5wO7d9UHbNWuAuXOB998XxbOAYfXBE2ofHjon9O/hKW+NDQIevlietKZUGZFXakBemQGFl0fj1xOZ6Omkw3ydO0oqjTDleuCX6XNhrqzCgDAvlFRWo9xgQqW7F1J9QpHnUv/azkalkZ1wstICS5XSPMSUdQqBeZkoPZWHrccK5DyNsRrRh5TL8P7cn4NS5zJ5P2rLNvTfuAI7qjT42L0+GPfYz5/B0WLGHeEXIsdVCZrN27QK167+AF/FT8R/TUoQQdj12VK4G8rxoL4/jnspAdPZyb/jyj+W4ueYMXi6RAl4CVsWvwT/sgI8URqA/f5K0OKqXSvw4m+v4c+oIVhYUP/7uWrpS+hZmIn/ZLtgW4gSrLx4/xq88eML2BiWgH8VKsEU4bf3XkJszjFcl+aA9T2VAOT5h7fgvW+ewo6gPni0MLRu2W8/fhmDMlIw9/LHsKL3cDlvxPFd+PyLR5DiG4bri+ovgfjki1cx5PhO3HXJA/gxTvmdG5CRgu8/fhDpHgG4tlgJ0gj/++Z1DDm8GQ9d+E982V8J6vTJOYbl792HXL0Hri5WgnnCaz++ifH7V+PJCXPx/uBpcl5oYRbWLb0PZU5azCxXgnnC878txfm7luOFsbOxeMQMOc+nrBDJb9wn78+oUoJ5wsI/3jlDcF9ZdnZpOCqdlEDsA6s/xB2bvsK7g6fh3xPmKi9gseDYC8qytxYEokCvfHi8c8MXuH/tJ/is/2Q8cmH9lQH7X34YOmMV7sn2wkkPJWB6y9bv8a+/3sF3cefhgUvqM6e2vf4ovCuKMfHkYhz2VfbxNTt+x3PL3sCy3sPxwOX1NaDXLVmI0OIcXDL7FewOUpq0XLZ3JV79+WWs6TkQD8ys/z1Y8c6/0TsvHTOveQ6bw5RA9eSDG7D0u2exNSQOD2QqwTzhxw+fQ7+sw7jxyoVYFTVEzhtzdBs+/r/Hsdc/EtfnKME84cvPXsTQ9D24bdrD+C1G+aA9+MRefP3pQ0j1Csa1+fXvv/e/egVDU5Nx30X34JuECXJe31NH8MsH9yHT1QfXFNW/TxZ/9zrOO7gBj11wGz4ZpAT0IvJPYuX/7kORswuuLlV+L4SXf1mC8Xv+wjPn3Yz/DVMC+YHFudi05D4YVI6YUVH/e/jv5f/DrO2/4pVR1+K10dfKee6Vpdj1mnI8r6noBVNNYOGRv97DP7Z+h7eGXo7nx98s5zmZqnHoJWXZW4pDUeKsBOHvWfsp7t7wOT4cNBULL7itbn2HX3hAniPuzPVFtpuP8p7Z/DUWrFLOEQ9MVd5nwq5XFshzxLgstwbniJ/wlDhHRI/GA5fVlIwBsPnNxxFQmo8pN73e7DnigSvrM/VWLX1SniMuv+5FbAtVzhFT96/Fmz/+R54jHsior+f+23tPK+eImU83c47ojQdO1Tf0+ebj/yAx48AZzxHX5dafpz754iUMleeI+/FjnBIk7p+Rgh8+vk85RxTUn//+981rGNeGc8T0gSFQya+62pcYA4lLumuJLvXiZqsxGnUOGhdP5KflABYVysOHoqzvFdjj5gXsKRJfayPC1wWXDaw/b7695sgZP/SFeulw1eD635331h9FhcHU6ANWfn6+vO+aMFFeprhjxw54e3tjRZpJjq8rKipQVFQk388eI2Zg6dpjiEwtw81jesmMWmHKHU9D6+mHCROU83aPyXPwwQfv49qnP0RiQixUh1fjjz/+wLp16/BV0gmcKq48bVt35Orh3K/+SzwhKddBrvPNlYfl9Oh/PI03/lqF4y4/ICQ4EFXbfpDbKxqV/bwrE0eyHRB24Rzc9sb3OH98sfy3LVu+W75GQ06RQ+peszl3jK8fO6w6mIdDuWduKnfruEjoNcpHPNHDYWe6OE7Nu3l0hBzjCusP5yL5uDK2bM6sEeHwdVXOF6IvxKbUvDMue83QMAR6KH8rtqcVYO2h3DMue2ViKHp4K18o7D5ZhJUHGlZEbmzagGBE+rnK+weyirF876kzLju1XxD6BCjjD3HV3C+7Ms+47KS+AegbrPwNOpZXhh92ZJxx2fEx/rJxsXCysAJfJ58447JjevticE/l71V2SRU+36IkcjRneKQPRkQpf3PFZ4mPNx4/47KiV8fYPn7yfnGlEe+tU64AbE7/Hh44P0Y5N1dUm7B0deoZl40LdsfkvsrvkPgdPtt7sneAKy7up/zdF862rDXPEQ0FuGtx7bD6sf1HG4/Lc0RzxJWQs0fU/y0Wx0J8bmuOu84Jt4yuT9450zlC0GnUmDeuvoTK99tP4kRBxRmDpXeeX9+gUJwjRGm+M7nngvqx4O97s3DoVOlZzxEaR2Uc8eeBbOzLqP9b3xTPEQqeI6x7jmj4fu0IJecwpu0q41nHzlZfqrnlm5tfS6Q8P/nkk+hoYT4uyI7rg4zq8xCcoAQb6ojIvciebXi5WM+ewJQpSnOxhsRgU1wm76oMUKTQUGVZ8bPpa5NNiPefm9ZJ3nr6ugDhXsDQ+gF2nRuVAFF9bh6ABcoHiicAPGoyo8poRmW1CSf/dTGqSkrxi9YVlUaTnKeeEoLkrFsR7+2LJYGh8ts4s6EaG/2XwmI04pFxg1DtoJbzvXteiTWDo+Ea3ht3JfRWOkdbgM3p82TN3avHx6JK5yLnB7uPxQZvByAqDjeO7AmzxSJvO6dcBceqKlwwvDdK3LxhgQXBzonYbJqOishYXDYgWObOiC8FD4yciONlpRgyMApRPsrJPNQxDskFk1DSM1r+Yax1bOhY5BXlo3//KHniE6/b07kPtmVNQH5IJKbE1wfYTg4ehYrcSMQkRMEtTJkfpovCtuPjkRPQA5P7BtR9o509YBi2BwYhIj4KF0QpJ9sQtwhsHzgO+d4BmBhbewK2oKD/YGz39kBIfBQm9FGCOgEeFdjRfzSK3b1xfkx9oKckvj926B3hH9cL46OVQbKPTzV29huJCp1r3TyhKj4BO52q4RXXu26+e5FKLlvtpGm0rDmtL3aiFG5xferm68q1clmh4bKqzDjsrM6DNi6mbr6TobJu2THR/jA6KX+onHNjsbN8JNRxsfWvIY5nzbIjogNRoVfOKS6F0dhZNBLmvvGN1rev3wg4Gg1IjAlCH3flA4dHWR/szB0JQ0xCo2UPJgyDrrIM/WNC0MNHme9XFYWdmSNRFtV42WMJQ5FXUoC+saHwDVDmB5sjsTNtJIrCohsteyJhMMrze6BPbBj0ocr8MHUEdh4ZidzgiEbLnoofhJ3+/oiM7QmHCGV+uDZc/ptz/EIaLZsXPxA7vdzRIzYC42s+9AS7hsllCz39Gi1bHD8AO12dERgbWTffz6tKLlvq4tFo2fL4/tipBXwavE88C5T9XuWsb7Ss4VgCdqoq4dHgfeJa4iSXNavUjZbFiTjsNBVC37f+2Gsr9HXHc1y0Hyw1QVvHU3HYWXUKmr71x15tNNYtOzI6AAZn5W+PLj8au0pGwCEurtH69iSMkNn4Q2OCUOaqfIh1L+mDXXkjYIzr22jZlIRhcDZUYlB0MCK9lPneFb2x69QIVPZpfOxT44fiVFkREqJDEeivzPc3RmHXiREoiWj8umnxg1FclIvYmFB4hCjzQxGBXUdHID+0fp8JGfGJqM4NQq+YMGjClfkRjuHYlTAC2QFhjZbNiR+EXT5eCI/pifG9lPk9dD3ksrk+QY2WLYwfgF3uegQ3OPaB7uVy2SJ370bLlsb3wy6dCv6xUY3OEWLZ8ibnCEPfeOxyNDQ6R3TUZdFxcXGNphcuXIgnnhB/fWwzRqPOwSMoGkWJV6LKrx/M7vVBmvYgasR++OGHddOiEYhwww03YMychfJ+SkoKfvjhh7plvv76a5jKi2DYO7ju/ZxfUAA3x/ovmHr06IErrrgSf638C3/+9hMCi/fLOnfDhg3DkZorolpDPF8khyxfvgylxcUIK92HH3/8Eb1798be7SehUqnl5ZQ///KLvOQyOCQY548/H1999VWr10lERNTdxbVgTNvZx7MOlqaFmTqI+CZdFPcXg5bp06fXzb/77rvlN9SiY1tTY8eOxcCBA/Haa6/Vzfvuu+8wY8YMlJeXN5uq3DTT9uTJk/IAp6enI1QEPYmIiIi6sBMnTsiglWi6EBIS8reZth01RiPrHNfmxrSVlZUySzUiIgJaURu/jXjps+0vfRafZ8Qx7REWDk1NiaMzLctLn1keoRbLIyhYHoHniKZYQqVzlkc40YIxbVcZz9os01Z0SU1MTMSKFSsa7UAxPU3Ub23GiBEj8NNPSq3HWqIe1eDBg8+485oevIYp1ERERETdhZubG9zd3e1mjEadR0s+jLXXsg1rTHaGZR3bcdlz3W8ted2GNRC72rKitq2mEy0rgu61l7p3hmUFniPs6xzRHsvaw+8yzxGd9xxhizGtpouMZ21aLVhc8vTOO+/gvffew/79+3HPPfcgLS0N80TNV3HV+IIFmD17dt3yYv7x48fl88Ty4nmiIPD9999vw38FERERUdfCMRoRERERdWb3doGYo01r2s6cORN5eXl46qmnkJmZifj4ePz6668ID1cau4h5YofWEpd4icfFjn7zzTcRHByM119/XdaKIiIiIiKO0YiIiIiIZnaBmKPNatraY/0vIiIioq6GY5+uqSNr2pLt8ZgSEVF3d6IbxvNsWh6BiIiIiIiIiIiIiBpj0JaIiIiIqAvqZhfUdWk8lkRERN0Pg7ZERERERF1IbYfj8vJyW28KWUntsbRV92oiIiLqZo3IiIiIiIjIutRqNTw9PZGdnS2n9Xo9HBwcuJs7aYatCNiKYymOqTi2RERE1D0waEtERERE1MUEBgbKn7WBW+rcRMC29pgSERFR98CgLRERERFRFyMya4OCguDv74/q6mpbbw61gSiJwAxbIiKi7odBWyIiIiKiNlq8eDFefPFFZGZmom/fvnj11VcxZsyYMy6/evVq3Hvvvdi7dy+Cg4Px4IMPYt68eVY/DiLYx4AfERERUefDRmRERERERG3w5ZdfYv78+Xj00Uexfft2GaydMmUK0tLSml3+6NGjuOiii+RyYvlHHnkEd911F7755hseByIiIiKSGLQlIiIiImqDRYsW4ZZbbsGcOXMQGxsrs2x79OiBJUuWNLv8W2+9hbCwMLmcWF487+abb8ZLL73E40BEREREEoO2REREREStZDAYkJycjEmTJjWaL6Y3bNjQ7HM2btx42vKTJ09GUlIS688SERERUfesaWs2m+VPUW+MiIiIqKurHfPUjoHIunJzc2EymRAQENBovpjOyspq9jlifnPLG41G+XqigVhTVVVV8larqKhI/uSYloiIiLqDzG44pu12QdtTp07Jn0OHDrX1phARERF16BhIXJJP7cPBwaHRtMViOW3e3y3f3Pxazz33HJ588snT5nNMS0RERN3JqW40pu12QduBAwdiy5YtMptBpWrf6hAlJSWIi4vDvn374Obm1q7r6my4b7hv+L7h7xTPOfaB5+Ouv29ENoIY3IoxEFmfr68v1Gr1aVm12dnZp2XT1goMDGx2eUdHR/j4+DT7nAULFuDee++tmxZZufv375e1c9tzTNtVfg+6Mh4j+8bjY994fOwfj5F968jjY+6GY9puF7QVg+EhQ4Z0yLqKi4vlz5CQELi7u3fIOjsL7hvuG75v+DvFc4594Pm4e+yb7pKNYAsajQaJiYlYsWIFpk+fXjdfTE+bNq3Z54wYMQI//fRTo3nLly/H4MGD4eTk1OxznJ2d5a2hUaNGob11pd+DrorHyL7x+Ng3Hh/7x2Nk3zr6+IR1szEtG5EREREREbWByIB955138N5778ns13vuuQdpaWmYN29eXZbs7Nmz65YX848fPy6fJ5YXz3v33Xdx//338zgQERERUffMtCUiIiIisqaZM2ciLy8PTz31lGySER8fj19//RXh4eHycTFPBHFrRUREyMdFcPfNN99EcHAwXn/9dVxxxRU8MEREREQkMWjbjsQlbAsXLjztUjbivuH7hr9TPN90LJ6PuW/4vqH2dvvtt8tbcz744IPT5o0bNw7btm2z+wPD86f94zGybzw+9o3Hx/7xGNk3Hp/25WCpbVVLRERERERERERERDbHmrZEREREREREREREdoRBWyIiIiIiIiIiIiI7wqAtERERERERERERkR1h0LadLF68WHYG1mq1SExMxNq1a9trVZ3KmjVrcMkll8guyQ4ODvj+++9tvUl247nnnsOQIUPg5uYGf39/XHbZZUhJSbH1ZtmFJUuWoF+/fnB3d5e3ESNG4LfffrP1Ztnt+0j8bs2fPx/d3RNPPCH3RcNbYGCgrTfLrpw8eRLXX389fHx8oNfrMWDAACQnJ6O769mz52nvHXG74447bL1pRHYxbl29erVcTiwfGRmJt956i0fGTo7Pt99+iwsuuAB+fn51Y6Zly5bx+NjpZ7/169fD0dFR/v0l+zk+VVVVePTRRxEeHi6bLEVFReG9997jIbKjY/Tpp5+if//+cvwaFBSEm266CXl5eTxGdhLD4TjBehi0bQdffvmlDJiIE/327dsxZswYTJkyBWlpaejuysrK5Mn1jTfesPWm2B1xYhMBgU2bNmHFihUwGo2YNGmS3GfdXWhoKJ5//nkkJSXJ2/nnn49p06Zh7969tt40u7J161a8/fbbMsBNir59+yIzM7Putnv3bu6aGgUFBRg1ahScnJzklyD79u3Dyy+/DE9Pz26/j8TvUsP3jTgnC1dddVW33zfU9bR03Hr06FFcdNFFcjmx/COPPIK77roL33zzTYdve3fQ0uMjPlyLoO2vv/4qv4QbP368/LAtnkv2cYxqFRUVYfbs2ZgwYQIPjZ0dnxkzZuDPP//Eu+++K5NoPv/8c8TExPA42ckxWrdunfzdueWWW+Tnwa+++kqO3ebMmcNjZAcxHI4TrMxCVjd06FDLvHnzGs2LiYmxPPzww9zbDYi333fffcd9cgbZ2dlyH61evZr7qBleXl6Wd955h/umRklJiaV3796WFStWWMaNG2e5++67u/2+WbhwoaV///7dfj+cyUMPPWQZPXo09885EL9PUVFRFrPZzP1Flu4+bn3wwQfl4w3deuutluHDh7frdnZX1vhcERcXZ3nyySfbYeuoLcdo5syZlscee4zjFTs7Pr/99pvFw8PDkpeX196bRq08Ri+++KIlMjKy0bzXX3/dEhoayn1qBzEcjhOsi5m2VmYwGOS32iJDsiExvWHDBmuvjrow8e274O3tbetNsSsmkwlffPGF/MZPXPJHCpGlPXXqVEycOJG7pIFDhw7JS3nE5VZXX301UlNTuX9q/Pjjjxg8eLDMHhUlWQYOHIj//e9/3D/N/F3/5JNPcPPNN8tLwoi6+7h148aNpy0/efJkeSVMdXV1u25vd2ONzxVmsxklJSUcT9rZMXr//fdx5MgRLFy4sL02jVp5fGrHRy+88AJCQkLQp08f3H///aioqOA+tZNjNHLkSJw4cUJeUSDiiKdOncLXX38tPwuR7XGcYF2OVn69bi83N1cGlQICAhrtCzGdlZXV7fcPnRvxx+fee+/F6NGjER8fz90GyMvaRZC2srISrq6u+O677xAXF8d9A8gg9rZt2+RlQVRv2LBh+Oijj+RgWwzmnn76aTnIE5dRiRqu3Z0IYIt60eJcIy5v3rJli7zEWdRuE5eckULU7SosLMSNN97IXUJdTmvGrWJ+c8uLsk7i9URtQbLd8WlKlL0RX3SLy73JPo6R+EL54YcfljU7RT1bsq/jI8ZH4vJ7UVtVfN4Qr3H77bcjPz+fdW3t5BiJ8byoaTtz5kz52VD8/bn00kvx3//+tz02kVqI4wTr4l+JdtI0G0cE4ZihQ+fqzjvvxK5du+SAgRTR0dHYsWOHDJ6Iunk33HCDrAPc3QO36enpuPvuu7F8+XI5uKR6ohZWrYSEBBn0F40kPvzwQxmo7O5E9pXIJHn22WfltMi0FQFtEchl0LaeqGcn3ksiY5uoq2rpuLW55ZubT7Y5PrVEHU7RlPOHH36QV1SQ7Y+RCE5de+21ePLJJ+WXymR/v0NifCQeE0FBDw8POW/RokW48sor8eabb0Kn03XINnc3LTlGog+DSDR4/PHH5ZUeov/AAw88gHnz5slxG9kexwnWw6Ctlfn6+kKtVp/2rVB2dvZp3x4RNeef//ynvCxHNJIQDbhIodFo0KtXL3lfBJpEVulrr72GpUuXdutdJC4nEucX0WW14QcC8f4RxeJF91txTiLAxcVFBm9FhgtBZsM1/dIjNjaWzYQaOH78OP744w/ZjZ2oK2rNuDUwMLDZ5UXGIK9isP3xadjYRzTpEQ16WDrJfo6RKFUhSomIZksiSaM2SCgCVOJ3SHwJLxrukm2OT+34SJRFqA3Y1o6PxDESl+T37t2bh8fGx+i5556TzXRFoFYQTZjFOF80MBNX1vGKD9viOMG6WNO2HQJLInhS22m6lpgWafxEZyIGAmLwJoIDf/31l6zBSWffXyIg2d2JjsOidITIQq69iaD2ddddJ+8zYFtPvF/279/PgVwNMdgVHZEbOnjwIMLDwzvyLWzXRM1BkZ3GGmnUVbVm3CquWmi6vAg0ib89Tk5O7bq93U1rP1eIDFtR0uWzzz7j+cvOjpG7u/tp4zaRHVh7RZko7US2Oz6146OMjAyUlpY2Gh+pVCom1NjJMSovL5fHo6Hazzy1V36Q7XCcYGVWbmxGFovliy++sDg5OVneffddy759+yzz58+3uLi4WI4dO9bt94/ocL99+3Z5E2+/RYsWyfvHjx/v9vvmtttuk51KV61aZcnMzKy7lZeXd/t9s2DBAsuaNWssR48etezatcvyyCOPWFQqlWX58uXdft80Z9y4cbLbfXd33333yd+n1NRUy6ZNmywXX3yxxc3NjefiGlu2bLE4OjpannnmGcuhQ4csn376qUWv11s++eQT2x44O2EymSxhYWGWhx56yNabQmTTcavo3j1r1qy65cU5VZwr7rnnHrm8eJ54/tdff80jZQfH57PPPpPn9jfffLPReLKwsJDHx06OUVMLFy609O/fn8fHTo6P+LwaGhpqufLKKy179+61rF692tK7d2/LnDlzeIzs5Bi9//778jy3ePFiy5EjRyzr1q2zDB482DJ06FAeIxvEcDhOaF8M2rYTMVAKDw+3aDQay6BBg+TJniyWlStXyl/0prcbbrih2++e5vaLuIk/St3dzTffXPf75OfnZ5kwYQIDtmfBoK1i5syZlqCgIDkIDA4Otlx++eVy8E31fvrpJ0t8fLzF2dnZEhMTY3n77be5e2osW7ZMnoNTUlK4T6hbj1vFGE38XWlIfCE2cOBAuXzPnj0tS5YsscFWdx8tOT7iPsfa9n2MmmLQ1v6Oz/79+y0TJ0606HQ6GcC99957mUhjZ8fo9ddft8TFxcljJMb71113neXEiRPtvZnd0t/FcDhOaF8O4n/Wzt4lIiIiIiIiIiIiotZhTVsiIiIiIiIiIiIiO8KgLREREREREREREZEdYdCWiIiIiIiIiIiIyI4waEtERERERERERERkRxi0JSIiIiIiIiIiIrIjDNoSERERERERERER2REGbYmIiIiIiIiIiIjsCIO2RERERERERERERHaEQVsionZw3nnnYf78+dy3RERERERERNRiDNoSERERERERUYswSYGIqH0xaEtERERERERENmEwGLjniYiawaAtEVEblZWVYfbs2XB1dUVQUBBefvnlRo9/8sknGDx4MNzc3BAYGIhrr70W2dnZ8jGLxYJevXrhpZdeavScPXv2QKVS4ciRIzw+RERERNTmrNh//vOfsnyXl5cXAgIC8Pbbb8tx7E033STHqVFRUfjtt9/qnrNv3z5cdNFFcowrlp81axZyc3PlYzfeeCNWr16N1157DQ4ODvJ27Nixv31e7bbceeeduPfee+Hr64sLLriAR5eIqBkM2hIRtdEDDzyAlStX4rvvvsPy5cuxatUqJCcnN8oe+Pe//42dO3fi+++/x9GjR+VAVxAD3Jtvvhnvv/9+o9d87733MGbMGDl4JiIiIiJqqw8//FAGSbds2SIDuLfddhuuuuoqjBw5Etu2bcPkyZNlgLW8vByZmZkYN24cBgwYgKSkJPz+++84deoUZsyYIV9LBGtHjBiBuXPnymXFrUePHn/7vIbb4ujoiPXr12Pp0qU8uEREzXCwiDQvIiJqldLSUvj4+OCjjz7CzJkz5bz8/HyEhobiH//4B1599dXTnrN161YMHToUJSUlMgOhdpC7YcMGOb+6uhohISF48cUXccMNN/DIEBEREVGbiOxWk8mEtWvXymlx38PDA5dffrkcxwpZWVnyqrGNGzfi119/xebNm7Fs2bK61zhx4oQcs6akpKBPnz7yNUVwtuF49/HHHz+n5xUVFWH79u08qkREZ8FMWyKiNhDlC0Qmrcg0qOXt7Y3o6Oi6aTEgnTZtGsLDw+WlZ2KgKqSlpcmfYnA8depUmV0r/Pzzz6isrJSZD0RERERE1tCvX7+6+2q1WiYeJCQk1M0TpQwEUcZLXDUmriQTCQa1t5iYmLrx75mc6/NE6TAiIjo7x795nIiIzuLvLlYQdcImTZokb6K2rZ+fnwzWisvPGjZdmDNnjrwc7ZVXXpGlEkTWrl6v574nIiIiIqtwcnJqNC3KdDWcJ6YFs9ksb5dccgn+85//nPY6IuHgTM71eS4uLq3+dxARdRcM2hIRtYFoIiYGu5s2bUJYWJicV1BQgIMHD8p6XgcOHJCNF55//nl5WZgg6ns1JZo1iMHrkiVLZAOINWvW8LgQERERkU0MGjQI33zzDXr27ClrzzZHo9HIMgstfR4REZ0blkcgImoDccnXLbfcIpuR/fnnn9izZ49sMqZSKadXEcgVA9r//ve/SE1NxY8//iibkjUlLlETz1uwYIEMBDcst0BERERE1JHuuOMO2afhmmuukY3LxDhWNNwVDXRrA7UiMCvq1x47dkwmKYgs23N5HhERnRsGbYmI2kg0DBs7diwuvfRSTJw4EaNHj0ZiYqJ8TJRD+OCDD/DVV18hLi5OZty+9NJLzb6OCP6KkgliUEtEREREZCvBwcFYv369DLSKsl7x8fG4++67ZfOy2uSE+++/XyYeiDFubQmwc3keERGdGwfL3xVkJCKiDiEGuKJJmeiwW9sIgoiIiIiIiIi6HwZtiYhsrKqqCunp6fjHP/4hGzR8+umntt4kIiIiIiIiIrIhXp9ARGRjn3/+OaKjo1FUVIQXXnjB1ptDRERERERERDbGTFsiIiIiIiIiIiIiO8JMWyIiIiIiIiIiIiI7wqAtERERERERERERkR1h0JaIiIiIiIiIiIjIjjBoS0RERERERERERGRHGLQlIiIiIiIiIiIisiMM2hIRERERERERERHZEQZtiYiIiIiIiIiIiOwIg7ZEREREREREREREdoRBWyIiIiIiIiIiIiLYj/8HONdoLXzJ+DEAAAAASUVORK5CYII=", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "\"\"\" sample inspection\"\"\"\n", + "from sparging.model import SimulationResults\n", + "from sparging.config import ureg\n", + "import sparging.postprocess as pp\n", + "\n", + "idxs = np.argwhere(PP_data[\"PP_number\"].values > 1)\n", + "# idx = idxs[0,0]\n", + "idx = 5\n", + "print(f\"Diagnostic for sample {idx}: PP={PP_data['PP_number'].values[idx]}, residual={10**Y[f'log(residual_{t_residual:.0f})'].values[idx]:.2e}\")\n", + "sim_result = SimulationResults.from_json(FOLDER/\"samples\"/f\"sample_{idx}.json\")\n", + "\n", + "fig, axs = plt.subplots(1,2, figsize=(14,5))\n", + "secax0 = axs[0].twinx()\n", + "secax1 = axs[1].twinx()\n", + "lns1 = axs[0].plot(sim_result.times, sim_result.inventories_T2_salt, label=\"T2 inventory\")\n", + "lns2 = secax0.plot(sim_result.times, sim_result.fluxes_T2, color=\"red\", linestyle=\":\", label=\"T2 extraction rate\")\n", + "lns = lns1 + lns2 \n", + "labels = [l.get_label() for l in lns]\n", + "axs[0].legend(lns, labels)\n", + "axs[0].xaxis.set_units(ureg.day)\n", + "\n", + "for t in [8, 9, 10, 11]*ureg.hour:\n", + " idx_to_plot = pp.idx_from_t(sim_result.times, t)\n", + " time = sim_result.times[idx_to_plot].to(t.units)\n", + " axs[1].plot(sim_result.x_ct, sim_result.c_T2_solutions[idx_to_plot], label=f\"{time:.1f}\")\n", + " secax1.plot(sim_result.x_ct, sim_result.y_T2_solutions[idx_to_plot], linestyle=\"--\", alpha=0.5)\n", + "axs[1].set_ylim(0)\n", + "axs[1].set_title(\"c_T2 (left) - y_T2 (right)\")\n", + "axs[1].legend()\n", + "fig.suptitle(f\"{FOLDER} - sample {idx} - PP={PP_data['PP_number'].values[idx]:.2f}, residual={10**Y[f'log(residual_{t_residual:.0f})'].values[idx]:.2e}, h_l={10**X['log(h_l)'].values[idx]:.2e}, K_s={10**X['log(K_s)'].values[idx]:.2e}\")\n", + "fig.tight_layout()\n", + "\n", + "FOLDER_PP = FOLDER / \"postprocessing\"\n", + "FOLDER_PP.mkdir(exist_ok=True)\n", + "fig.savefig(FOLDER_PP / f\"diagnostic_sample_{idx}.png\", dpi=150)" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "50166b05", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5, 0.98, 'sample 5, tau = 22766.58 second, n0=2.42e-12 molT2')" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "\"\"\" plot fit of sample \"\"\"\n", + "t_0 = 8 * ureg.hour\n", + "t_plot = 32 * ureg.hour\n", + "idx_0 = pp.idx_from_t(sim_result.times, t_0)\n", + "idx_plot = pp.idx_from_t(sim_result.times, t_plot)\n", + "\n", + "tau_exp = PP_data[\"tau_exp\"].values[idx] * ureg.second\n", + "n0 = sim_result.inventories_T2_salt[idx_0]\n", + "\n", + "fig,ax = plt.subplots(1,1)\n", + "ax.plot(sim_result.times[:idx_plot+1], sim_result.inventories_T2_salt[:idx_plot+1], label=\"T2 inventory\")\n", + "t_fit = np.linspace(8 * ureg.hour, t_plot, 100)\n", + "ax.plot(t_fit, n0 * np.exp(-(t_fit-t_0) / tau_exp), label=\"Fitted exp decay\", linestyle=\"--\")\n", + "ax.legend()\n", + "ax.xaxis.set_units(ureg.hour)\n", + "ax.grid()\n", + "\n", + "fig.suptitle(f\"sample {idx}, tau = {tau_exp.to('s'):.2f}, n0={n0:.2e}\")" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "78ac6115", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5, 1.0, 'datasets/20260424_131925 - log residual after 7 day')" + ] + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "\n", + "y_log = True\n", + "x_name = \"log(K_s)\"\n", + "y_name = \"log(h_l)\"\n", + "c_name = f\"log(residual_{t_residual:.0f})\"\n", + "Y_plot = [Y[c_name] if y_log is True else np.power(10, Y[c_name]), Y[\"tau_exp\"].values]\n", + "\n", + "fig,axs = plt.subplots(1,1, figsize=(12,6))\n", + "\n", + "plt.scatter(X[\"log(h_l)\"], Y[\"tau_exp\"])\n", + "\n", + "plt.title(f\"{FOLDER} - {\"log\" if y_log else \"\"} residual after {t_residual:.0f}\")\n", + "\n", + "# plt.savefig(FOLDER / \"postprocessing\" / \"scatter.png\")\n", + "\n", + "# plt.show()" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "autoemulate_env", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.13" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/environment.yml b/environment.yml index 6ed3c54..d0c46e5 100644 --- a/environment.yml +++ b/environment.yml @@ -2,10 +2,13 @@ name: libra_sparging channels: - conda-forge dependencies: + - python>=3.12 - fenics-dolfinx - matplotlib - pyvista - pyyaml - numpy - scipy - - pandas \ No newline at end of file + - pandas + - pint + - networkx \ No newline at end of file diff --git a/examples/LL_sensitivity.py b/examples/LL_sensitivity.py new file mode 100644 index 0000000..ef9c0b5 --- /dev/null +++ b/examples/LL_sensitivity.py @@ -0,0 +1,156 @@ +from datetime import datetime +from pathlib import Path +from sparging import ( + LIBRA_PI_GEOM, + LIBRA_PI_MAT, + LIBRA_PI_OPERATING_PARAMS, + LIBRA_PI_SPARGING_PARAMS, + SimulationInput, + ureg, + all_correlations, + CorrelationType, +) +import logging +from autoemulate.simulations.base import Simulator +from autoemulate import AutoEmulate +from autoemulate.core.sensitivity_analysis import SensitivityAnalysis +import torch +import pandas as pd +import json +import networkx as nx + +COMPUTE_SOBOL = False + +logger = logging.getLogger(__name__) +logging.basicConfig(level=logging.WARNING) + +FOLDER = Path("datasets") / datetime.now().strftime("%Y%m%d_%H%M%S") +FOLDER.mkdir(exist_ok=True, parents=True) +FOLDER_SAMPLES = FOLDER / "samples" +FOLDER_SAMPLES.mkdir(exist_ok=True, parents=True) +FOLDER_PP = FOLDER / "postprocessing" +FOLDER_PP.mkdir(exist_ok=True) + +outputs = [] +h_l_corrs = all_correlations.get_list(CorrelationType.MASS_TRANSFER_COEFF) +D_l_corrs = all_correlations.get_list(CorrelationType.DIFFUSIVITY) + + +class SpargingProblem(Simulator): + def __init__(self, parameters_range, output_names): + self.counter = 0 + super().__init__(parameters_range, output_names) + + def _forward(self, x: torch.Tensor) -> torch.Tensor: + # construct simulation input + LIBRA_PI_OPERATING_PARAMS.temperature = x[0, 0].item() * ureg.celsius + LIBRA_PI_OPERATING_PARAMS.P_top = x[0, 1].item() * ureg.bar + LIBRA_PI_OPERATING_PARAMS.flow_g_mol = x[0, 2].item() * ureg.sccm + LIBRA_PI_GEOM.nozzle_diameter = x[0, 3].item() * ureg.m + # LIBRA_PI_SPARGING_PARAMS.h_l = h_l_corrs[int(x[0, 4].item())] + LIBRA_PI_MAT.D_l = D_l_corrs[int(x[0, 4].item())] + # breakpoint() + + graph = nx.Graph() + sim_input = SimulationInput.from_parameters( + LIBRA_PI_GEOM, + LIBRA_PI_MAT, + LIBRA_PI_OPERATING_PARAMS, + LIBRA_PI_SPARGING_PARAMS, + graph=graph, + ) + tau = sim_input.get_tau() + h_l = sim_input.h_l + a = sim_input.a + eps_g = sim_input.eps_g + sim_input.to_json( + FOLDER_SAMPLES / f"sample_{self.counter}.json" + ) # for debugging and postprocessing + self.counter += 1 + + # for post processing + Pi = sim_input.get_Pi_number().to("dimensionless").magnitude + PP_numbers.append( + [ + Pi, + tau.to("s").magnitude, + h_l.to("m/s").magnitude, + a.to("1/m").magnitude, + eps_g.to("dimensionless").magnitude, + graph.nodes["d_b"]["value"].to("m").magnitude, + graph.nodes["u_g0"]["value"].to("m/s").magnitude, + graph.nodes["h_l"]["origin"], + graph.nodes["D_l"]["origin"], + ] + ) + y = torch.tensor( + [[tau.to("s").magnitude]], + dtype=torch.float64, + ) + return y + + +simulator = SpargingProblem( + parameters_range={ # realistic (wide) parameters range for LIBRA + "temperature": (500, 600), # celsius + "P_top": (1, 2), # bar + "flow_g_mol": (100, 500), # sccm + "nozzle_diameter": (1e-3, 5e-3), # m + "D_l_corr": (0, 0), # index for selecting diffusivity correlation + }, + output_names=["tau"], +) + +n_samples = 5000 + +X = simulator.sample_inputs(n_samples) + +PP_numbers = [] +Y, _ = simulator.forward_batch(X, allow_failures=False) + +# save training data +pd.DataFrame(Y, columns=simulator.output_names).to_csv( + FOLDER / "simulator_outputs.csv", index=False +) +pd.DataFrame(X, columns=simulator.param_names).to_csv( + FOLDER / "simulator_inputs.csv", index=False +) +pd.DataFrame( + PP_numbers, + columns=["Pi", "tau", "h_l", "a", "eps_g", "d_b", "u_g0", "h_l_corr", "D_l_corr"], +).to_csv(FOLDER / "PP_data.csv", index=False) + +# sensitivity analysis problem +problem = { + "num_vars": simulator.in_dim, + "names": simulator.param_names, + "bounds": simulator.param_bounds, + "output_names": simulator.output_names, +} + +with open(FOLDER / "problem.json", "w") as f: + json.dump(problem, f, indent=4) + +if COMPUTE_SOBOL: + # Run AutoEmulate with default settings + ae = AutoEmulate(X, Y, log_level="WARNING", models=["GaussianProcessRBF"]) + ae.summarise() + + # pick best model + emulator = ae.best_result() + print(f"Selected model: {emulator.model_name} with id: {emulator.id}") + + # The use_timestamp paramater ensures a new result is saved each time the save method is called + best_result_filepath = ae.save(emulator, FOLDER, use_timestamp=False) + print("Model and metadata saved to: ", best_result_filepath) + + ae.plot_preds( + emulator, + output_names=simulator.output_names, + fname=FOLDER_PP / "predictions.png", + ) + + # === Sensitivity analysis === + sa = SensitivityAnalysis(emulator.model, problem=problem) + sobol_df = sa.run("sobol") + sa.plot_sobol(sobol_df, index="ST", fname=FOLDER_PP / "sobolTot.png") diff --git a/examples/Sparging_UQ.py b/examples/Sparging_UQ.py new file mode 100644 index 0000000..e38b2f2 --- /dev/null +++ b/examples/Sparging_UQ.py @@ -0,0 +1,116 @@ +from datetime import datetime +from pathlib import Path + +from sparging import ( + LIBRA_PI_GEOM, + LIBRA_PI_MAT, + LIBRA_PI_OPERATING_PARAMS, + LIBRA_PI_SPARGING_PARAMS, + SimulationInput, + ureg, + all_correlations, + CorrelationType, +) + +import logging +import pandas as pd +import json +import networkx as nx +import numpy as np + +logger = logging.getLogger(__name__) +logging.basicConfig(level=logging.WARNING) + +FOLDER = Path("datasets") / datetime.now().strftime("%Y%m%d_%H%M%S") +FOLDER.mkdir(exist_ok=True, parents=True) +FOLDER_SAMPLES = FOLDER / "samples" +FOLDER_SAMPLES.mkdir(exist_ok=True, parents=True) +FOLDER_PP = FOLDER / "postprocessing" +FOLDER_PP.mkdir(exist_ok=True) + +outputs = [] +h_l_corrs = all_correlations.get_list(CorrelationType.MASS_TRANSFER_COEFF) +D_l_corrs = all_correlations.get_list(CorrelationType.DIFFUSIVITY) + + +def forward(count, x: dict) -> list: + """return list of values for post processing""" + # construct simulation input + LIBRA_PI_OPERATING_PARAMS.temperature = x["temperature"] * ureg.celsius + LIBRA_PI_OPERATING_PARAMS.P_top = x["P_top"] * ureg.bar + LIBRA_PI_OPERATING_PARAMS.flow_g_mol = x["flow_g_mol"] * ureg.sccm + LIBRA_PI_GEOM.nozzle_diameter = x["nozzle_diameter"] * ureg.m + # LIBRA_PI_SPARGING_PARAMS.h_l = x["h_l_corr"] + LIBRA_PI_MAT.D_l = D_l_corrs[x["D_l_corr_number"]] + # breakpoint() + + graph = nx.Graph() + sim_input = SimulationInput.from_parameters( + LIBRA_PI_GEOM, + LIBRA_PI_MAT, + LIBRA_PI_OPERATING_PARAMS, + LIBRA_PI_SPARGING_PARAMS, + graph=graph, + ) + tau = sim_input.get_tau() + h_l = sim_input.h_l + a = sim_input.a + eps_g = sim_input.eps_g + # sim_input.to_json( + # FOLDER_SAMPLES / f"sample_{count}.json" + # ) # for debugging and postprocessing + + # for post processing + Pi = sim_input.get_Pi_number().to("dimensionless").magnitude + return [ + Pi, + tau.to("s").magnitude, + h_l.to("m/s").magnitude, + a.to("1/m").magnitude, + eps_g.to("dimensionless").magnitude, + graph.nodes["d_b"]["value"].to("m").magnitude, + graph.nodes["u_g0"]["value"].to("m/s").magnitude, + graph.nodes["h_l"]["origin"], + graph.nodes["D_l"]["origin"], + ] + + +n_samples = 1000 +inputs = [] +postprocess = [] + +for i in range(n_samples): + input = { + "temperature": np.random.normal(550, 25), # celsius + "P_top": 1.2, # bar + "flow_g_mol": 400, # sccm + "nozzle_diameter": 1.5e-3, # m + "D_l_corr_number": np.random.randint( + 0, 2 + ), # index for selecting diffusivity correlation + } + inputs.append(input) + print(f"Running simulation {i + 1}/{n_samples}") + postprocess.append(forward(i, input)) + +# save training data +PP_frame = pd.DataFrame( + postprocess, + columns=["Pi", "tau", "h_l", "a", "eps_g", "d_b", "u_g0", "h_l_corr", "D_l_corr"], +) +PP_frame.to_csv(FOLDER / "PP_data.csv", index=False) + +# for compatibility with postprocessing code +pd.DataFrame(PP_frame, columns=["tau"]).to_csv( + FOLDER / "simulator_outputs.csv", index=False +) +input_frame = pd.DataFrame(inputs) +input_frame.to_csv(FOLDER / "simulator_inputs.csv", index=False) + +problem = { + "names": [x for x in inputs[0].keys()], + "bounds": ["550 +- 25", "1.2", "400", "1.5e-3", "oishi or calderoni"], +} + +with open(FOLDER / "problem.json", "w") as f: + json.dump(problem, f, indent=4) diff --git a/examples/sensitivity.py b/examples/sensitivity.py new file mode 100644 index 0000000..23ec23c --- /dev/null +++ b/examples/sensitivity.py @@ -0,0 +1,192 @@ +from datetime import datetime +from pathlib import Path + +from sparging import ( + LIBRA_PI_GEOM, + LIBRA_PI_MAT, + LIBRA_PI_OPERATING_PARAMS, + LIBRA_PI_SPARGING_PARAMS, + SimulationInput, + Simulation, + ureg, +) +import sparging.postprocess as pp +import logging + +import numpy as np + +from autoemulate.simulations.base import Simulator +from autoemulate import AutoEmulate +from autoemulate.core.sensitivity_analysis import SensitivityAnalysis + +import torch +import pandas as pd +import json + + +logger = logging.getLogger(__name__) +logging.basicConfig(level=logging.WARNING) + +FOLDER = Path("training") / datetime.now().strftime("%Y%m%d_%H%M%S") +FOLDER.mkdir(exist_ok=True, parents=True) +FOLDER_SAMPLES = FOLDER / "samples" +FOLDER_SAMPLES.mkdir(exist_ok=True, parents=True) +FOLDER_PP = FOLDER / "postprocessing" +FOLDER_PP.mkdir(exist_ok=True) + +outputs = [] +t_irr = 8 * ureg.hour +t_sparging = 7 * ureg.day +t_residual = 7 * ureg.day + +librapi = SimulationInput.from_parameters( + LIBRA_PI_GEOM.copy(), + LIBRA_PI_MAT.copy(), + LIBRA_PI_OPERATING_PARAMS.copy(), + LIBRA_PI_SPARGING_PARAMS.copy(), +) + + +class SpargingProblem(Simulator): + def __init__(self, parameters_range, output_names): + self.counter = 0 + super().__init__(parameters_range, output_names) + + def _forward(self, x: torch.Tensor) -> torch.Tensor: + # construct simulation input + sim_input = librapi.copy() + sim_input.h_l = np.power(10, x[0, 0].item()) * ureg("m/s") + sim_input.eps_g = np.power(10, x[0, 1].item()) * ureg.dimensionless + sim_input.a = np.power(10, x[0, 2].item()) * ureg("m**-1") + sim_input.temperature = x[0, 3].item() * ureg.celsius + sim_input.K_s = np.power(10, x[0, 4].item()) * ureg( + "mol/m**3/Pa" + ) # express in molT2 ? + sim_input.u_g0 = x[0, 5].item() * ureg("m/s") + sim_input.E_l = np.power(10, x[0, 6].item()) * ureg("m^2/s") + sim_input.E_g = np.power(10, x[0, 7].item()) * ureg("m^2/s") + sim_input.P_bottom = x[0, 8].item() * ureg.bar + sim_input.signal_irr = lambda t: 1 if t <= t_irr else 0 + sim_input.signal_sparging = lambda t: 0 if t <= t_irr else 1 + + # breakpoint() + + full_model = Simulation( + sim_input, + t_final=t_irr + t_sparging, + ) + sim_output = full_model.solve(dt=1 * ureg.hour) + sim_output.to_json( + FOLDER_SAMPLES / f"sample_{self.counter}.json" + ) # for debugging and postprocessing + self.counter += 1 + + residual_fraction = pp.get_residual_fraction( + sim_output.inventories_T2_salt, + sim_output.times, + t_irr, + t_irr + t_sparging, + ) + tau_real = pp.get_tau_real( + sim_output.inventories_T2_salt, sim_output.times, t_0=t_irr + ) + (tau_exp, _), _ = pp.fit_exp( + sim_output.inventories_T2_salt, + sim_output.times, + t_0=t_irr, + t_end=t_irr + t_sparging, + phase="decay", + ) + + # for post processing + Pi = sim_input.get_Pi_number().to("dimensionless").magnitude + tau_ana = sim_input.get_tau() + PP_numbers.append( + [ + Pi, + tau_ana.to("s").magnitude, + tau_real.to("s").magnitude, + tau_exp.to("s").magnitude, + ] + ) + y = torch.tensor( + [[np.log10(residual_fraction.magnitude), tau_exp.to("s").magnitude]], + dtype=torch.float64, + ) + return y + + +simulator = SpargingProblem( + parameters_range={ # realistic (wide) parameters range for LIBRA + "log(h_l)": tuple(np.log10((1e-7, 1e-4))), + "log(eps_g)": tuple(np.log10((1e-4, 2e-1))), + "log(a)": tuple(np.log10((1e-2, 1e2))), + "temperature": (450, 800), + "log(K_s)": tuple(np.log10((1e-7, 1e-3))), + "u_g0": (0.02, 0.4), + "E_l": tuple(np.log10((1e-3, 1e0))), + "E_g": tuple(np.log10((1e-4, 1e-1))), + "P_bottom": (1, 10), + }, + # parameters_range={ + # "log(h_l)": tuple(np.log10((1e-3, 1e-2))), + # "log(eps_g)": tuple(np.log10((1e-4, 2e-1))), + # "a": (0.05, 0.3), + # "temperature": (700, 800), + # "log(K_s)": tuple(np.log10((1e-3, 1e-1))), + # "u_g0": (0.02, 0.1), + # }, + output_names=[f"log(residual_{t_residual:.0f})", "tau_exp"], +) + +n_samples = 50 + +X = simulator.sample_inputs(n_samples) + +PP_numbers = [] +Y, _ = simulator.forward_batch(X, allow_failures=False) + +# save training data +pd.DataFrame(Y, columns=simulator.output_names).to_csv( + FOLDER / "simulator_outputs.csv", index=False +) +pd.DataFrame(X, columns=simulator.param_names).to_csv( + FOLDER / "simulator_inputs.csv", index=False +) +pd.DataFrame( + PP_numbers, columns=["PP_number", "tau_ana", "tau_real", "tau_exp"] +).to_csv(FOLDER / "PP_numbers.csv", index=False) + +# Run AutoEmulate with default settings +ae = AutoEmulate(X, Y, log_level="WARNING") +ae.summarise() + +# pick best model +emulator = ae.best_result() +print(f"Selected model: {emulator.model_name} with id: {emulator.id}") + +# The use_timestamp paramater ensures a new result is saved each time the save method is called +best_result_filepath = ae.save(emulator, FOLDER, use_timestamp=False) +print("Model and metadata saved to: ", best_result_filepath) + +ae.plot_preds( + emulator, + output_names=simulator.output_names, + fname=FOLDER_PP / "predictions.png", +) + + +# === Sensitivity analysis === +problem = { + "num_vars": simulator.in_dim, + "names": simulator.param_names, + "bounds": simulator.param_bounds, + "output_names": simulator.output_names, +} + +with open(FOLDER / "problem.json", "w") as f: + json.dump(problem, f, indent=4) + +sa = SensitivityAnalysis(emulator.model, problem=problem) +sobol_df = sa.run("sobol") +sa.plot_sobol(sobol_df, index="ST", fname=FOLDER_PP / "sobol.png") diff --git a/examples/sparging101.py b/examples/sparging101.py new file mode 100644 index 0000000..90a8a65 --- /dev/null +++ b/examples/sparging101.py @@ -0,0 +1,66 @@ +from __future__ import annotations +from sparging import get_sim_input_standard, Simulation, ureg, animation +import sparging.postprocess as pp +import logging +from typing import TYPE_CHECKING +import numpy as np + +if TYPE_CHECKING: + import pint + +logger = logging.getLogger(__name__) +logging.basicConfig(level=logging.INFO) + + +my_input = get_sim_input_standard() + +print(my_input.get_S_T()) +print(f"{my_input.Q_T.to('molT/s')} = {my_input.Q_T.to('molT2/hour')}") +print(my_input.volume.to("m^3")) +print( + f"Concentration at steady state (no dispersion, no PP limited): { + my_input.get_c_T2_SS().to('molT2/m^3') + }" +) +tau = my_input.get_tau().to("seconds") +print(f"tau = {tau.to('hours')}") +print(f"Partial pressure number PP = {my_input.get_Pi_number()}") + + +def profile_source_T(z: pint.Quantity | list[float], height: pint.Quantity = None): + if isinstance(z, (float, np.ndarray, list)): # non-dimensional height (0 to 1) + # return np.pi / 2 * np.sin(np.pi * z) # normalized + return 1 + 1 * np.sin(np.pi * z) # not normalized + if isinstance(z, ureg.Quantity): + assert False + if height is None: + raise ValueError("Must provide height if z is a dimensional quantity") + return np.pi / 2 * np.sin(np.pi / height * z) # normalized + else: + raise NotImplementedError("z must be either a float or a pint.Quantity") + + +t_final = 50 * ureg.hour +t_irr = 20 * ureg.hour +my_input.signal_irr = lambda t: 1 if t <= t_irr else 0 +my_input.signal_sparging = lambda t: 1 + +my_simulation = Simulation( + my_input, + t_final=t_final, + profile_pressure_hydrostatic=True, +) + +if __name__ == "__main__": + # my_simulation.sim_input.E_g *= 1e5 + # my_simulation.sim_input.E_l *= 1e-5 + output = my_simulation.solve(fast_solve=True) + popt, pcov = pp.fit_exp( + output.inventories_T2_salt, output.times, 0 * ureg.s, t_irr, phase="rampup" + ) + print(f"Fitted parameters: n0 = {popt[1]}, tau = {popt[0].to('h')}") + popt, pcov = pp.fit_exp( + output.inventories_T2_salt, output.times, t_irr, t_final, phase="decay" + ) + print(f"Fitted parameters: n0 = {popt[1]}, tau = {popt[0].to('h')}") + animation.create_animation(output, show_activity=False) diff --git a/examples/sparging_LIBRA1L.py b/examples/sparging_LIBRA1L.py new file mode 100644 index 0000000..27c7a43 --- /dev/null +++ b/examples/sparging_LIBRA1L.py @@ -0,0 +1,32 @@ +from sparging import get_sim_input_LIBRA1L, Simulation, ureg, animation +import logging +from typing import TYPE_CHECKING + +if TYPE_CHECKING: + import pint + +logger = logging.getLogger(__name__) +logging.basicConfig(level=logging.WARNING) + +my_input, t_irr = get_sim_input_LIBRA1L() + +print(f"t_irr = {t_irr.to('hours')}") +my_input.signal_sparging = lambda t: 0 if t <= t_irr else 1 + +my_simulation = Simulation( + my_input, + t_final=2 * ureg.days, + profile_pressure_hydrostatic=False, +) + +if __name__ == "__main__": + output = my_simulation.solve(fast_solve=True) + + # # save output to file + # output.profiles_to_csv(f"output_{tank_height}m.csv") + + # # plot results + # from sparging import plotting + # plotting.plot_animation(output) + + animation.create_animation(output, show_activity=True) diff --git a/examples/sparging_LIBRA_Pi.py b/examples/sparging_LIBRA_Pi.py new file mode 100644 index 0000000..2a96437 --- /dev/null +++ b/examples/sparging_LIBRA_Pi.py @@ -0,0 +1,49 @@ +from sparging import ( + LIBRA_PI_GEOM, + LIBRA_PI_MAT, + LIBRA_PI_OPERATING_PARAMS, + LIBRA_PI_SPARGING_PARAMS, + SimulationInput, + ureg, + Simulation, + animation, +) +import logging +from typing import TYPE_CHECKING + +if TYPE_CHECKING: + import pint + +logger = logging.getLogger(__name__) +logging.basicConfig(level=logging.WARNING) + +LIBRA_PI_OPERATING_PARAMS.temperature = 700 * ureg.celsius + +my_input = SimulationInput.from_parameters( + LIBRA_PI_GEOM, + LIBRA_PI_MAT, + LIBRA_PI_OPERATING_PARAMS, + LIBRA_PI_SPARGING_PARAMS, +) + +my_input.signal_sparging = lambda t: 0 if t < 8 * ureg.hours else 1 +my_input.signal_irr = lambda t: 1 if t <= 8 * ureg.hours else 0 + +my_simulation = Simulation( + my_input, + t_final=4 * ureg.days, + profile_pressure_hydrostatic=True, +) + +if __name__ == "__main__": + output = my_simulation.solve() + # output.to_json("libra_pi_output_700C.json") + + # # save output to file + # output.profiles_to_csv(f"output_{tank_height}m.csv") + + # # plot results + # from sparging import plotting + # plotting.plot_animation(output) + + animation.create_animation(output, show_activity=False) diff --git a/examples/visualize_graph.py b/examples/visualize_graph.py new file mode 100644 index 0000000..f4d0e68 --- /dev/null +++ b/examples/visualize_graph.py @@ -0,0 +1,49 @@ +"""Construct a standard input and visualize the dependency graph""" + +from sparging import ( + LIBRA_PI_GEOM, + BreederMaterial, + LIBRA_PI_OPERATING_PARAMS, + SpargingParameters, + SimulationInput, + all_correlations, + VERBOSE_LEVEL, +) +import networkx as nx +from pyvis.network import Network +import logging + +logger = logging.getLogger(__name__) +logging.basicConfig(level=VERBOSE_LEVEL) + +# construct helper objects +geom = LIBRA_PI_GEOM + +flibe = BreederMaterial( + name="FLiBe", +) + +operating_params = LIBRA_PI_OPERATING_PARAMS + +sparging_params = SpargingParameters( + h_l=all_correlations("h_l_briggs"), +) + +# construct input from helper objects +graph = nx.Graph() + +my_input = SimulationInput.from_parameters( + column_geometry=geom, + breeder_material=flibe, + operating_params=operating_params, + sparging_params=sparging_params, + graph=graph, +) + +# print and visualize graph +for node in graph.nodes: + graph.nodes[node]["value"] = str(graph.nodes[node]["value"]) + print(graph.nodes[node]) +net = Network() +net.from_nx(graph) +net.show("model_dependencies.html", notebook=False) diff --git a/helpers.py b/helpers.py deleted file mode 100644 index ce675c9..0000000 --- a/helpers.py +++ /dev/null @@ -1,34 +0,0 @@ -import yaml -import numpy as np - - -# TODO this could be a dataclass? -# see issue #3 -def get_input(input_path): - with open(input_path, "r") as file: - params = yaml.safe_load(file) - return params - - -def setup_yaml_numpy(): - """Tells PyYAML to represent numpy types in human readable way""" - - def numpy_representer(dumper, data): - # Convert numpy scalar to a standard Python type - return dumper.represent_data(data.item()) - - # Register the representer for used numpy types (can add other types of needed) - yaml.add_representer(np.float64, numpy_representer) - - -def get_git_hash(): - import subprocess - - try: - return ( - subprocess.check_output(["git", "rev-parse", "--short", "HEAD"]) - .decode("ascii") - .strip() - ) - except subprocess.CalledProcessError: - return "no-git" diff --git a/main.py b/main.py deleted file mode 100644 index 9f4c75d..0000000 --- a/main.py +++ /dev/null @@ -1,45 +0,0 @@ -import model -import sys -import os -from animation import create_animation -from helpers import get_input - -ANIMATE = True -SHOW_ACTIVITY = True -INPUT_PATH = os.path.join(os.getcwd(), sys.argv[1]) -OUTPUT_PATH = os.path.join( - os.getcwd(), sys.argv[1] + "_out" if len(sys.argv) < 3 else sys.argv[2] -) - - -if __name__ == "__main__": - params = get_input(INPUT_PATH + ".yaml") - properties = model.compute_properties(params) - - # breakpoint() - merged_dict = {} - merged_dict.update(params) - merged_dict.update(properties) - - t_sparging_hr = [0, 1e20] # time interval when sparger is ON - t_irr_hr = [0, 96] # time interval when irradiation is ON - t_final = 10 * model.days_to_seconds - - results = model.solve( - merged_dict, - t_final=t_final, - t_irr=[t * model.hours_to_seconds for t in t_irr_hr], - t_sparging=[t * model.hours_to_seconds for t in t_sparging_hr], - ) - # save_to_csv(c_T_volume) - - results.to_yaml(OUTPUT_PATH + ".yaml", inputs=params, properties=properties) - results.to_json(OUTPUT_PATH + ".json", inputs=params, properties=properties) - results.profiles_to_csv(OUTPUT_PATH + "_profiles") - # breakpoint() - if ANIMATE is True: - # Create interactive animation - try: - create_animation(results, show_activity=SHOW_ACTIVITY) - except KeyboardInterrupt: - pass diff --git a/model.py b/model.py deleted file mode 100644 index eaf787b..0000000 --- a/model.py +++ /dev/null @@ -1,684 +0,0 @@ -from mpi4py import MPI -import dolfinx -import basix -import ufl -import numpy as np -import scipy.constants as const -from dolfinx.fem.petsc import NonlinearProblem -from petsc4py import PETSc -from dataclasses import dataclass - -import warnings -from datetime import datetime -from dolfinx import log -import yaml -import helpers - - -@dataclass -class SimulationResults: - times: list - c_T2_solutions: list - y_T2_solutions: list - x_ct: np.ndarray - x_y: np.ndarray - inventories_T2_salt: np.ndarray - source_T2: list - fluxes_T2: list - - keys_to_ignore_output = [ - "c_T2_solutions", - "y_T2_solutions", - "x_ct", - "x_y", - "inventories_T2_salt", - ] - - def to_yaml(self, output_path: str, inputs: dict, properties: dict): - - helpers.setup_yaml_numpy() - - # structure the output - output = { - "metadata": { - "git_commit": helpers.get_git_hash(), - "date": datetime.now().isoformat(), - }, - } - if inputs: - output["input parameters"] = inputs - if properties: - output["calculated properties"] = properties - output["results"] = self.__dict__.copy() - # remove c_T2_solutions and y_T2_solutions from results to avoid dumping large arrays in yaml, they can be saved separately if needed - for key in self.keys_to_ignore_output: - output["results"].pop(key, None) - - with open(output_path, "w") as f: - yaml.dump(output, f, sort_keys=False) - - def to_json(self, output_path: str, inputs: dict, properties: dict): - import json - - # convert numpy arrays to lists for JSON serialization - # structure the output - output = { - "metadata": { - "git_commit": helpers.get_git_hash(), - "date": datetime.now().isoformat(), - }, - } - if inputs: - output["input parameters"] = inputs - if properties: - output["calculated properties"] = properties - output["results"] = self.__dict__.copy() - - for key in self.keys_to_ignore_output: - output["results"].pop(key, None) - - for key, value in output.items(): - if isinstance(value, np.ndarray): - output[key] = value.tolist() - print( - "found list in results, converting to list for JSON serialization" - ) - - with open(output_path, "w") as f: - json.dump(output, f, indent=3) - - def profiles_to_csv(self, output_path: str): - import pandas as pd - - # save c_T2 and y_T2 profiles at the final time step to csv - df_c_T2 = pd.DataFrame({"x": self.x_ct}) - df_y_T2 = pd.DataFrame({"x": self.x_y}) - - # add one column for each profile - for i, (c_T2_profile, y_T2_profile) in enumerate( - zip(self.c_T2_solutions, self.y_T2_solutions) - ): - df_c_T2[f"c_T2_t{i}"] = c_T2_profile - df_y_T2[f"y_T2_t{i}"] = y_T2_profile - - df_c_T2.to_csv(output_path + "_c_T2.csv", index=False) - df_y_T2.to_csv(output_path + "_y_T2.csv", index=False) - - -m3_to_cm3 = 1e6 -cm3_to_m3 = 1e-6 -m_to_cm = 1e2 -cm_to_m = 1e-2 -dynespercm_to_newtonpermeter = 1e-3 -hours_to_seconds = 3600 -days_to_seconds = 24 * hours_to_seconds -T2_to_T = 2 -T_to_T2 = 1 / T2_to_T - -EPS = 1e-26 -U_G0_DEFAULT = 0.25 # m/s, typical bubble velocity according to Chavez 2021 -VERBOSE = False -# log.set_log_level(log.LogLevel.INFO) - - -def get_rho_l(T: float) -> float: - """density of FLiBe [kg/m3], Vidrio 2022""" - return 2245 - 0.424 * (const.convert_temperature(T, "kelvin", "celsius")) - - -def get_mu_l(T: float) -> float: - """dynamic viscosity of FLiBe [Pa.s], Cantor 1968""" - return 0.116e-3 * np.exp(3755 / T) - - -def get_sigma_l(T: float) -> float: - """surface tension of FLiBe [N/m], Cantor 1968""" - return ( - 260 - 0.12 * (const.convert_temperature(T, "kelvin", "celsius")) - ) * dynespercm_to_newtonpermeter - - -def get_D_l(T: float) -> float: # TODO - """diffusivity of T in FLiBe [m2/s], Calderoni 2008""" - return 9.3e-7 * np.exp(-42e3 / (const.R * T)) - - -def get_K_s(T: float) -> float: - """solubility of T in FLiBe [mol/m3/Pa], Calderoni 2008""" - return 7.9e-2 * np.exp(-35e3 / (const.R * T)) - - -def get_d_b(flow_g_vol: float, nozzle_diameter: float, nb_nozzle: int) -> float: - """ - mean bubble diameter [m], Kanai 2017 (reported by Evans 2026) - """ - nozzle_flow = flow_g_vol / nb_nozzle # volumetric flow per nozzle [m3/s] - if nozzle_flow < 3 * cm3_to_m3 or nozzle_flow > 10 * cm3_to_m3: - warnings.warn( - f"nozzle flow {nozzle_flow * m3_to_cm3:.2e} cm3/s is out of the validated range for the Kanai 2017 correlation (3-10 cm3/s)" - ) - return ( - 0.54 - * (nozzle_flow * m3_to_cm3 * np.sqrt(nozzle_diameter / 2 * m_to_cm)) ** 0.289 - * cm_to_m - ) - - -def get_Re(rho: float, mu: float, u: float, d: float, Re_old: float = 0) -> float: - """ - Reynolds number - """ - Re = rho * u * d / mu - if ( - Re_old != 0 and np.abs(np.log10(Re / Re_old)) > 1 - ): # check if Reynolds number changed by more than an order of magnitude - warnings.warnngs.warn( - f"Re number changed significantly from {Re_old:.2e} to {Re:.2e}, bubble velocity u = {u:.2f} m/s might be off. Check assumed bubble velocity in initial Reynolds number calculation" - ) - return Re - - -def get_u_g0( - Eo: float, Mo: float, mu_l: float, rho_l: float, d_b: float, Re: float -) -> float: - """ - bubble initial velocity [m/s], correlation for terminal velocity from Clift 1978 - """ - H = 4 / 3 * Eo * Mo**-0.149 * (mu_l / 0.0009) ** -0.14 - if H > 59.3: - J = 3.42 * H**0.441 - elif H > 2: - J = 0.94 * H**0.757 - else: - J = Re * Mo**0.149 + 0.857 - warnings.warn( - f"Warning: low Reynolds number {Re:.2e}, bubble size d_b = {d_b} m might be too small." - f"Clift correlation will use default value for bubble velocity u_g0 = {U_G0_DEFAULT} m/s" - ) - u_g0 = mu_l / (rho_l * d_b) * Mo**-0.149 * (J - 0.857) - if u_g0 > 1 or u_g0 < 0.1: - warnings.warn( - f"Warning: bubble velocity {u_g0:.2f} m/s is out of the typical range" - ) - return u_g0 - - -def get_eps_g( - T: float, - P_0: float, - flow_g_mol: float, - D: float, - d_b: float, - u_g: float, - sigma_l: float, -) -> float: - """computes gas void fraction from ideal gas law and Young-Laplace pressure in the bubbles (neglecting hydrostatic pressure variation)""" - eps_g = ( - const.R - * T - / (P_0 + 4 * sigma_l / d_b) - * flow_g_mol - / (np.pi * (D / 2) ** 2 * u_g) - ) - if eps_g > 1 or eps_g < 0: - warnings.warn(f"Warning: unphysical gas fraction: {eps_g:.2f}") - elif eps_g > 0.1: - warnings.warn( - f"Warning: high gas fraction: {eps_g:.2f}, models assumptions may not hold" - ) - return eps_g - - -def get_h_l( - Re: float, Sc: float, D_l: float, d_b: float, u_g: float, corr_name: str = "briggs" -) -> float: - """mass transfer coefficient [m/s] for tritium in liquid FLiBe, computed using the specified correlation""" - match corr_name: - case "briggs": - return get_h_briggs(Re, Sc, D_l, d_b) - case "higbie": - return get_h_higbie(D_l, u_g, d_b) - case "malara": - return get_h_malara(D_l, d_b) - - -def get_h_higbie(D_l: float, u_g: float, d_b: float) -> float: - """mass transfer coefficient [m/s] for tritium in liquid FLiBe using Higbie penetration model""" - h_l = ( - (D_l * u_g) / (ufl.pi * d_b) - ) ** 0.5 # mass transport coefficient Higbie penetration model - return h_l - - -def get_h_malara(D_l: float, d_b: float) -> float: - """ - mass transfer coefficient [m/s] for tritium in liquid FLiBe using Malara 1995 correlation - (used for inert gas stripping from breeder droplets, may not be valid here) - """ - h_l = 2 * np.pi**2 * D_l / (3 * d_b) - return h_l - - -def get_h_briggs(Re: float, Sc: float, D_l: float, d_b: float) -> float: - """mass transfer coefficient [m/s] for tritium in liquid FLiBe using Briggs 1970 correlation""" - Sh = 0.089 * Re**0.69 * Sc**0.33 # Sherwood number - h_l = Sh * D_l / d_b - return h_l - - -def get_source_T(input: dict) -> float: - """compute tritium generation source term [mol/m3/s] from TBR calculated by openMC for our geometry""" - tank_volume = np.pi * (input["D"] / 2) ** 2 * input["tank_height"] - return input["tbr"] * float(input["n_gen_rate"]) / (tank_volume * const.N_A) - - -def get_flow_g_mol(input: dict) -> float: - """convert gas flow from sccm to mol/s""" - T_standard = 0 # °C - P_standard = 101325 # Pa - min_to_sec = 60 - return ( - (input["flow_g_sccm"] * cm3_to_m3 / min_to_sec) - * P_standard - / (const.R * const.convert_temperature(T_standard, "celsius", "kelvin")) - ) - - -def get_E_g(diameter: float, u_g: float) -> float: - """gas phase axial dispersion coefficient [m2/s], Malara 1995 correlation - models dispersion of the gas velocity distribution around the mean bubble velocity""" - E_g = 0.2 * diameter**2 * u_g - return E_g - - -def _get( - params: dict, - key: str, - func: callable, - **kwargs, -): - """ - Get a parameter value from params dictionnary. - - - If key is missing: compute it with default correlation func(). - - If key exists and is numeric: use that value. - - If key exists and is a string: interpret it as a correlation name. - - Arguments: - - params: dictionnary of parameters - - key: name of the parameter to get (e.g. "d_b", "u_g0", "h_l", "eps_g", etc.) - - func: default correlation to compute the parameter if key is missing (e.g. get_d_b, get_u_g0, get_h_briggs, get_eps_g, etc.) - - correlations: dictionnary of available correlations to compute the parameter if key is a string - (e.g. {"kanai": get_d_b, "higbie": get_h_higbie, "malara": get_h_malara, "briggs": get_h_briggs, etc.}) - - kwargs: additional arguments to pass to the correlation function if key is a string - """ - if VERBOSE: - print(f"in _get() for {key}, passed parameters: {kwargs}") - if key in params: - value = params[key] - - if isinstance(value, str): - corr_name = value.lower() - kwargs.update({"corr_name": corr_name}) - value = func(**kwargs) - if VERBOSE: - print( - f"{key} = {value:.2e} \t calculated using '{corr_name}' correlation as specified in input" - ) - return value - else: - if VERBOSE: - print(f"{key} = {value:.2e} \t provided by input") - return value - else: - value = func(**kwargs) - if VERBOSE: - print(f"{key} = {value:.2e} \t calculated using default correlation") - return value - - -def compute_properties(params): - tank_height = params["tank_height"] - D = params["D"] - nozzle_diameter = params["nozzle_diameter"] - nb_nozzle = params["nb_nozzle"] - P_top = params["P_top"] - T = params["T"] - - flow_g_mol = _get( - params, "flow_g_mol", get_flow_g_mol, input=params - ) # inlet gas flow rate [mol/s] - - # --- correlations for FLiBe properties --- - rho_l = _get(params, "rho_l", get_rho_l, T=T) # density [kg/m3] of Li2BeF4 - mu_l = _get(params, "mu_l", get_mu_l, T=T) # dynamic viscosity [Pa.s] of Li2BeF4 - nu_l = mu_l / rho_l # kinematic viscosity [m2/s] of Li2BeF4 - sigma_l = _get( - params, "sigma_l", get_sigma_l, T=T - ) # surface tension [N/m] of Li2BeF4 - - # --- correlations for tritium in FLiBe --- - D_l = _get(params, "D_l", get_D_l, T=T) # diffusivity of T in FLiBe [m2/s] - K_s = _get(params, "K_s", get_K_s, T=T) # solubility of T in FLiBe [mol/m3/Pa] - # - derived parameters - - P_0 = ( - P_top + rho_l * const.g * tank_height - ) # gas inlet pressure [Pa] = hydrostatic pressure at the bottom of the tank (neglecting gas fraction) - flow_g_vol = flow_g_mol * const.R * T / P_0 # inlet gas volumetric flow rate [m3/s] - - # --- correlations for bubble properties --- - d_b = _get( - params, - "d_b", - get_d_b, - flow_g_vol=flow_g_vol, - nozzle_diameter=nozzle_diameter, - nb_nozzle=nb_nozzle, - ) # bubble diameter [m] - - he_molar_mass = 4.003e-3 # kg/mol - rho_g = ( - P_0 * he_molar_mass / (const.R * T) - ) # bubbles density [kg/m3], using ideal gas law for He - drho = rho_l - rho_g # density difference between liquid and gas [kg/m3] - - # --- dimensionless numbers used in correlations --- - - Eo = (drho * const.g * d_b**2) / sigma_l # Eotvos (Bond) number - Re = _get( - params, "Re", get_Re, rho=rho_l, mu=mu_l, u=U_G0_DEFAULT, d=d_b - ) # initial Reynolds number calculation, assuming typical gas velocity (~0.25 m/s according to Chavez 2021) - Mo = (drho * const.g * mu_l**4) / (rho_l**2 * sigma_l**3) # Morton number - Sc = nu_l / D_l # Schmidt number - - # --- bubble velocity --- - u_g0 = _get( - params, "u_g0", get_u_g0, Eo=Eo, Mo=Mo, mu_l=mu_l, rho_l=rho_l, d_b=d_b, Re=Re - ) # bubble velocity [m/s], correlation from Clift 1978, reported by Chavez 2021 - Re = _get( - params, "Re", get_Re, rho=rho_l, mu=mu_l, u=u_g0, d=d_b, Re_old=Re - ) # update Reynolds number with the calculated bubble velocity - - # --- bubble volume fraction --- - eps_g = _get( - params, - "eps_g", - get_eps_g, - T=T, - P_0=P_0, - flow_g_mol=flow_g_mol, - D=D, - d_b=d_b, - u_g=u_g0, - sigma_l=sigma_l, - ) # gas fraction [-] - eps_l = 1 - eps_g # liquid fraction [-] - a = 6 * eps_g / d_b # specific interfacial area [m-1] - - # --- mass transfer coefficient --- - h_l = _get( - params, - "h_l", - get_h_l, - Re=Re, - Sc=Sc, - D_l=D_l, - d_b=d_b, - u_g=u_g0, - ) # T mass transfer coefficient [m/s], using Briggs 1970 correlation as default - - E_g = _get( - params, "E_g", get_E_g, diameter=D, u_g=u_g0 - ) # gas phase axial dispersion coefficient [m2/s] - - source_T = _get( - params, - "source_T", - get_source_T, - input=params, - ) # tritium generation source term [mol/m3/s] - - return { - "rho_l": rho_l, - "sigma_l": sigma_l, - "mu_l": mu_l, - "nu_l": nu_l, - "K_s": K_s, - "u_g0": u_g0, - "d_b": d_b, - "rho_g": rho_g, - "P_0": P_0, - "flow_g_vol": flow_g_vol, - "flow_g_mol": flow_g_mol, - "eps_g": eps_g, - "eps_l": eps_l, - "D_l": D_l, - "E_g": E_g, - "a": a, - "h_l": h_l, - "Re": Re, - "Eo": Eo, - "Mo": Mo, - "Sc": Sc, - "nozzle_flow": flow_g_vol / nb_nozzle, - "source_T": source_T, - } - - -def solve(params: dict, t_final: float, t_irr: float | list, t_sparging: list = None): - dt = 1 * hours_to_seconds # s - # unpack parameters - tank_height, u_g0, a, h_l, K_s, P_0, T, eps_g, eps_l, E_g, D_l, source_T = ( - params["tank_height"], - params["u_g0"], - params["a"], - params["h_l"], - params["K_s"], - params["P_0"], - params["T"], - params["eps_g"], - params["eps_l"], - params["E_g"], - params["D_l"], - params["source_T"], - ) - tank_area = np.pi * (params["D"] / 2) ** 2 - tank_volume = tank_area * tank_height - - # MESH AND FUNCTION SPACES - mesh = dolfinx.mesh.create_interval(MPI.COMM_WORLD, 1000, points=[0, tank_height]) - fdim = mesh.topology.dim - 1 - cg_el = basix.ufl.element("Lagrange", mesh.basix_cell(), degree=1, shape=(2,)) - - V = dolfinx.fem.functionspace(mesh, cg_el) - - u = dolfinx.fem.Function(V) - u_n = dolfinx.fem.Function(V) - v_c, v_y = ufl.TestFunctions(V) - - c_T2, y_T2 = ufl.split(u) - c_T2_n, y_T2_n = ufl.split(u_n) - - vel_x = u_g0 # TODO velocity should vary with hydrostatic pressure - vel = dolfinx.fem.Constant(mesh, PETSc.ScalarType([vel_x])) - - """ vel = fem_func(U) - v,interpolate(lambda x: v0 + 2*x[0])""" - - h_l_const = dolfinx.fem.Constant(mesh, PETSc.ScalarType(h_l)) - - source_T2 = ( - source_T * T_to_T2 - ) # convert T generation rate to T2 generation rate for the gas phase [mol T2 /m3/s], assuming bred T immediately combines to T2 - gen_T2 = dolfinx.fem.Constant( - mesh, PETSc.ScalarType(source_T2) - ) # generation term [mol T2 /m3/s] - - # VARIATIONAL FORMULATION - - # mass transfer rate - J_T2 = ( - a * h_l_const * (c_T2 - K_s * (P_0 * y_T2 + EPS)) - ) # TODO pressure shouldn't be a constant (use hydrostatic pressure profile), how to deal with this ? -> use fem.Expression ? - - F = 0 # variational formulation - - # transient terms - F += eps_l * ((c_T2 - c_T2_n) / dt) * v_c * ufl.dx - F += eps_g * 1 / (const.R * T) * (P_0 * (y_T2 - y_T2_n) / dt) * v_y * ufl.dx - - # diffusion/dispersion terms #TODO shouldn't use D_l, transport of T in liquid is dominated by dispersive effects due to gas sparging, find dispersion coeff for steady liquid in gas bubbles - F += eps_l * D_l * ufl.dot(ufl.grad(c_T2), ufl.grad(v_c)) * ufl.dx - - # NOTE remove diffusive term for gas for now for mass balance - # F += eps_g * E_g * ufl.dot(ufl.grad(P_0 * y_T2), ufl.grad(v_y)) * ufl.dx - - # mass exchange (coupling term) - F += J_T2 * v_c * ufl.dx - J_T2 * v_y * ufl.dx - - # Generation term in the breeder - F += -gen_T2 * v_c * ufl.dx - - # advection of gas - F += 1 / (const.R * T) * ufl.inner(ufl.dot(ufl.grad(P_0 * y_T2), vel), v_y) * ufl.dx - - # BOUNDARY CONDITIONS - gas_inlet_facets = dolfinx.mesh.locate_entities_boundary( - mesh, fdim, lambda x: np.isclose(x[0], 0.0) - ) - gas_outlet_facets = dolfinx.mesh.locate_entities_boundary( - mesh, fdim, lambda x: np.isclose(x[0], tank_height) - ) - bc1 = dolfinx.fem.dirichletbc( - dolfinx.fem.Constant(mesh, 0.0), - dolfinx.fem.locate_dofs_topological(V.sub(1), fdim, gas_inlet_facets), - V.sub(1), - ) - bc2 = dolfinx.fem.dirichletbc( - dolfinx.fem.Constant(mesh, 0.0), - dolfinx.fem.locate_dofs_topological(V.sub(0), fdim, gas_outlet_facets), - V.sub(0), - ) - - # Custom measure - all_facets = np.concatenate((gas_inlet_facets, gas_outlet_facets)) - all_tags = np.concatenate( - (np.full_like(gas_inlet_facets, 1), np.full_like(gas_outlet_facets, 2)) - ) - facet_markers = dolfinx.mesh.meshtags(mesh, fdim, all_facets, all_tags) - ds = ufl.Measure("ds", domain=mesh, subdomain_data=facet_markers) - - # set up problem - problem = NonlinearProblem( - F, - u, - bcs=[bc1, bc2], - petsc_options_prefix="librasparge", - # petsc_options={"snes_monitor": None}, - ) - - # initialise post processing - V0_ct, ct_dofs = u.function_space.sub(0).collapse() - coords = V0_ct.tabulate_dof_coordinates()[:, 0] - ct_sort_coords = np.argsort(coords) - x_ct = coords[ct_sort_coords] - - V0_y, y_dofs = u.function_space.sub(1).collapse() - coords = V0_y.tabulate_dof_coordinates()[:, 0] - y_sort_coords = np.argsort(coords) - x_y = coords[y_sort_coords] - - times = [] - c_T2_solutions = [] - y_T2_solutions = [] - sources_T2 = [] - fluxes_T2 = [] - inventories_T2_salt = [] - - # SOLVE - t = 0 - while t < t_final: - if isinstance(t_irr, (int, float)): - if t >= t_irr: - gen_T2.value = 0.0 - else: - if t >= t_irr[0] and t < t_irr[1]: - gen_T2.value = source_T2 - else: - gen_T2.value = 0.0 - """ utiliser ufl.conditional TODO""" - if t_sparging is not None: - if t >= t_sparging[0] and t < t_sparging[1]: - h_l_const.value = h_l - else: - h_l_const.value = 0.0 - - problem.solve() - - # update previous solution - u_n.x.array[:] = u.x.array[:] - - # post process - c_T2_post, y_T2_post = u.split() - - c_T2_vals = u.x.array[ct_dofs][ct_sort_coords] - y_T2_vals = u.x.array[y_dofs][y_sort_coords] - - # store time and solution - times.append(t) - c_T2_solutions.append(c_T2_vals.copy()) - y_T2_solutions.append(y_T2_vals.copy()) - sources_T2.append( - gen_T2.value.copy() * tank_volume - ) # total T generation rate in the tank [mol/s] - - flux_T2 = dolfinx.fem.assemble_scalar( - dolfinx.fem.form( - tank_area * vel_x * P_0 / (const.R * T) * y_T2_post * ds(2) - ) - ) # total T flux at the outlet [mol/s] - - # flux_T_inlet = dolfinx.fem.assemble_scalar( - # dolfinx.fem.form( - # tank_area - # * E_g - # * P_0 - # / (const.R * T) - # * y_T2_post.dx(0) - # * T2_to_T - # * ds(1) - # ) - # ) # total T dispersive flux at the inlet [mol/s] - - n = ufl.FacetNormal(mesh) - flux_T2_inlet = dolfinx.fem.assemble_scalar( - dolfinx.fem.form(-E_g * ufl.inner(ufl.grad(P_0 * y_T2_post), n) * ds(1)) - ) # total T dispersive flux at the inlet [Pa T2 /s/m2] - flux_T2_inlet *= 1 / (const.R * T) * T2_to_T # convert to mol T/s/m2 - flux_T2_inlet *= tank_area # convert to mol T/s - - # fluxes_T2.append(flux_T2 + flux_T2_inlet) - fluxes_T2.append(flux_T2) - - inventory_T2_salt = dolfinx.fem.assemble_scalar( - dolfinx.fem.form(c_T2_post * ufl.dx) - ) - inventory_T2_salt *= tank_area # get total amount of T2 in [mol] - inventories_T2_salt.append(inventory_T2_salt) - - # advance time - t += dt - - inventories_T2_salt = np.array(inventories_T2_salt) - - results = SimulationResults( - times=times, - c_T2_solutions=c_T2_solutions, - y_T2_solutions=y_T2_solutions, - x_ct=x_ct, - x_y=x_y, - inventories_T2_salt=inventories_T2_salt, - source_T2=sources_T2, - fluxes_T2=fluxes_T2, - ) - return results diff --git a/pyproject.toml b/pyproject.toml new file mode 100644 index 0000000..219edf5 --- /dev/null +++ b/pyproject.toml @@ -0,0 +1,58 @@ +[build-system] +requires = ["setuptools>=61.0", "wheel"] +build-backend = "setuptools.build_meta" + +[project] +name = "libra_sparging" +version = "0.1.0" +description = "A finite element model for sparging processes" +readme = "README.md" +requires-python = ">=3.12" +license = {text = "LICENSE"} +authors = [ + {name = "Author Name", email = "author@example.com"}, +] +keywords = ["FEM", "sparging", "dolfinx"] +classifiers = [ + "Programming Language :: Python :: 3.12", + "License :: OSI Approved :: MIT License", + "Development Status :: 3 - Alpha", +] + +dependencies = [ + "fenics-dolfinx", + "matplotlib", + "pyvista", + "pyyaml", + "numpy", + "scipy", + "pandas", + "pint", +] + +[project.optional-dependencies] +dev = [ + "pytest>=7.0", + "pytest-cov", +] + +[project.urls] +Repository = "https://github.com/libra_project/libra_sparging" + +[tool.setuptools] +packages = ["sparging"] +package-dir = {"" = "src"} + +[tool.pytest.ini_options] +testpaths = ["test"] +python_files = "test_*.py" +addopts = "-v" + +[tool.setuptools.package-data] +sparging = ["*.yaml", "*.yml"] + +[tool.coverage.run] +source = ["src/sparging"] +omit = [ + "src/sparging/animation.py" +] diff --git a/src/sparging/__init__.py b/src/sparging/__init__.py new file mode 100644 index 0000000..157f36f --- /dev/null +++ b/src/sparging/__init__.py @@ -0,0 +1,39 @@ +""" +libra_sparging: A finite element model for sparging processes using FEniCSx/DOLFINX. +""" + +from .config import ureg, const_R, const_g, VERBOSE_LEVEL +from .model import SimulationResults +from .inputs import ( + ColumnGeometry, + BreederMaterial, + OperatingParameters, + SpargingParameters, + SimulationInput, +) +from .model import Simulation +from .animation import ConcentrationAnimator +from .correlations import ( + all_correlations, + CorrelationGroup, + Correlation, + CorrelationType, +) +from .input_examples import ( + get_sim_input_LIBRA1L, + get_sim_input_standard, + LIBRA_PI_GEOM, + LIBRA_PI_MAT, + LIBRA_PI_OPERATING_PARAMS, + LIBRA_PI_SPARGING_PARAMS, +) + +__all__ = [ + "SimulationInput", + "SimulationResults", + "ConcentrationAnimator", + "ureg", + "const_R", + "const_g", + "Simulation", +] diff --git a/animation.py b/src/sparging/animation.py similarity index 93% rename from animation.py rename to src/sparging/animation.py index 893ae3f..12c52c8 100644 --- a/animation.py +++ b/src/sparging/animation.py @@ -2,7 +2,7 @@ import matplotlib.pyplot as plt from matplotlib import gridspec from matplotlib.widgets import Slider, Button -from model import SimulationResults +from sparging.model import SimulationResults molar_mass_T2 = 3.016 * 2 # g/mol T2 specific_activity_tritium = 3.57e14 # Bq/g @@ -36,17 +36,21 @@ def __init__( hspace : float, optional Vertical spacing between subplots """ - self.times_hr = np.array(results.times) * sec_to_hour - self.c_T2_solutions = np.array(results.c_T2_solutions) - self.y_T2_solutions = np.array(results.y_T2_solutions) - self.x_ct = results.x_ct - self.x_y = results.x_y - self.inventories_T2_salt = results.inventories_T2_salt + self.times_hr = results.times.to("hour").magnitude + self.c_T2_solutions = results.c_T2_solutions.to("molT2/m^3").magnitude + self.y_T2_solutions = results.y_T2_solutions.to("dimensionless").magnitude + self.x_ct = results.x_ct.to("m").magnitude + self.x_y = results.x_y.to("m").magnitude + self.inventories_T2_salt = results.inventories_T2_salt.to("molT2").magnitude self.source_T2 = ( - None if results.source_T2 is None else np.array(results.source_T2) + None + if results.sources_T2 is None + else results.sources_T2.to("molT2/s").magnitude ) self.fluxes_T2 = ( - None if results.fluxes_T2 is None else np.array(results.fluxes_T2) + None + if results.fluxes_T2 is None + else results.fluxes_T2.to("molT2/s").magnitude ) self.show_activity = show_activity self.figsize = figsize @@ -159,7 +163,7 @@ def _setup_plot(self): linestyle="None", ) secondary_lines.append(self.flux_line) - secondary_labels.append(r"$\Phi_{T_2}$") + secondary_labels.append(r"$\dot n_{T_2}$") self.ax3_secondary.set_ylabel("Source / Flux [molT2/s]") self.ax3_secondary.grid(False) diff --git a/src/sparging/config.py b/src/sparging/config.py new file mode 100644 index 0000000..d796609 --- /dev/null +++ b/src/sparging/config.py @@ -0,0 +1,34 @@ +from pint import UnitRegistry +import scipy.constants as const +import logging + +molar_mass_T2 = 3.016 * 2 # g/mol T2 +specific_activity_tritium = 3.57e14 # Bq/g +molT2_to_activity = molar_mass_T2 * specific_activity_tritium # Bq/mol T2 + +ureg = UnitRegistry( + autoconvert_offset_to_baseunit=True +) # to deal with offset units (eg: degree celsius) +ureg.setup_matplotlib(True) +ureg.formatter.default_format = ".3e~D" +ureg.define("triton = [tritium] = T") +ureg.define(f"molT = {const.N_A} * triton") +ureg.define(f"molT2 = 2 * {const.N_A} * triton") +ureg.define("neutron = [neutron] = n") +ureg.define("sccm = 7.44e-7 mol/s") # holds for an ideal gas +ureg.define(f"Bq = {1 / molT2_to_activity} * molT2") + + +const_R = const.R * ureg("J/K/mol") # ideal gas constant +const_g = const.g * ureg("m/s**2") # gravitational acceleration + +VERBOSE_LEVEL = 15 +logging.addLevelName(VERBOSE_LEVEL, "VERBOSE") + + +def verbose(self, message, *args, **kws): + if self.isEnabledFor(VERBOSE_LEVEL): + self._log(VERBOSE_LEVEL, message, args, **kws) + + +logging.Logger.verbose = verbose diff --git a/src/sparging/correlations.py b/src/sparging/correlations.py new file mode 100644 index 0000000..5c7d28c --- /dev/null +++ b/src/sparging/correlations.py @@ -0,0 +1,510 @@ +from __future__ import annotations +from sparging.config import ureg, const_R, const_g +from typing import TYPE_CHECKING + +if TYPE_CHECKING: + from sparging.model import SimulationInput + import pint +import numpy as np +import scipy.constants as const +import warnings + +from dataclasses import dataclass +import enum + + +class CorrelationType(enum.Enum): # TODO do we really use it ? + MASS_TRANSFER_COEFF = "h_l" + DENSITY = "rho_l" + DIFFUSIVITY = "D_l" + SOLUBILITY = "K_S" + VISCOSITY = "mu" + SURFACE_TENSION = "sigma" + GAS_VOID_FRACTION = "eps_g" + BUBBLE_DIAMETER = "d_b" + EOTVOS_NUMBER = "Eo" + MORTON_NUMBER = "Mo" + SCHMIDT_NUMBER = "Sc" + REYNOLDS_NUMBER = "Re" + BUBBLE_VELOCITY = "u_g0" + GAS_PHASE_DISPERSION = "E_g" + LIQUID_PHASE_DISPERSION = "E_l" + PRESSURE = "P" + FLOW_RATE = "flow_g_mol" + INTERFACIAL_AREA = "a" + TRITIUM_SOURCE = "source_T" + + +@dataclass +class Correlation: + identifier: str + function: callable + corr_type: CorrelationType + input_units: list[str] + source: str | None = None + description: str | None = None + output_units: str | None = None + + def __call__(self, **kwargs: pint.Quantity) -> pint.Quantity: + # check the dimensions are correct + for arg_name, expected_dimension in zip(kwargs, self.input_units): + arg = kwargs[arg_name] + if not isinstance(arg, ureg.Quantity): + raise ValueError( + f"Invalid input: expected a pint.Quantity with units of {expected_dimension}, got {arg} of type {type(arg)}" + ) + if not arg.dimensionality == ureg(expected_dimension).dimensionality: + raise ValueError( + f"Invalid input when resolving for {self.identifier}: expected dimensions of {expected_dimension}, got {arg.dimensionality}" + ) + result = self.function(**kwargs) + if self.output_units is not None: + return result.to(self.output_units) + else: + return result.to_base_units() + + # TODO add a method that checks the validity of the input parameters based on the range of validity of the correlation, if provided in the description or source. This method could be called before running the simulation to warn the user if they are using a correlation outside of its validated range. + # TODO add __post_init__ to check that user defined correlation has same number of input_units as the number of arguments in the function, and that the output of the function is a pint.Quantity with the correct units if output_units is provided + + +class CorrelationGroup(list[Correlation]): + def __call__(self, identifier: str) -> Correlation: + for corr in self: + if corr.identifier == identifier: + return corr + raise ValueError( + f"Correlation with identifier {identifier} not found in correlation group" + ) + + def __contains__(self, key: str | Correlation): + if isinstance(key, str): + for corr in self: + if corr.identifier == key: + return True + return False + elif isinstance(key, Correlation): + return super().__contains__(key) + else: + raise TypeError( + f"Type not valid for correlation group membership check, expected str or Correlation, got {type(key)}" + ) + + def get_list(self, corr_type: CorrelationType) -> list[Correlation]: + return [corr for corr in self if corr.corr_type == corr_type] + + +all_correlations = CorrelationGroup([]) + + +rho_l = Correlation( + identifier="rho_l", + function=lambda temperature: ureg.Quantity( + 2245 - 0.424 * temperature.to("celsius").magnitude, "kg/m**3" + ), # density of Li2BeF4, Vidrio 2022 + corr_type=CorrelationType.DENSITY, + source="Vidrio 2022", + description="density of Li2BeF4 as a function of temperature", + input_units=["kelvin"], +) +all_correlations.append(rho_l) + +mu_l = Correlation( + identifier="mu_l", + function=lambda temperature: ureg.Quantity( + 0.116e-3 * np.exp(3755 / temperature.to("kelvin").magnitude), "Pa*s" + ), # dynamic viscosity of Li2BeF4, Cantor 1968 + corr_type=CorrelationType.VISCOSITY, + source="Cantor 1968", + description="dynamic viscosity of Li2BeF4 as a function of temperature", + input_units=["kelvin"], +) +all_correlations.append(mu_l) + +nu_l = Correlation( + identifier="nu_l", + function=lambda mu_l, rho_l: ( + mu_l / rho_l + ), # kinematic viscosity of Li2BeF4 calculated from dynamic viscosity and density + corr_type=CorrelationType.VISCOSITY, + source="calculated from mu_l and rho_l", + description="kinematic viscosity of Li2BeF4 calculated from dynamic viscosity and density", + input_units=["Pa*s", "kg/m**3"], + output_units="m**2/s", +) +all_correlations.append(nu_l) + +sigma_l = Correlation( + identifier="sigma_l", + function=lambda temperature: ureg.Quantity( + 260 - 0.12 * temperature.to("celsius").magnitude, "dyn/cm" + ).to("N/m"), # surface tension of Li2BeF4,Cantor 1968 + corr_type=CorrelationType.SURFACE_TENSION, + source="Cantor 1968", + description="surface tension of Li2BeF4 as a function of temperature", + input_units=["kelvin"], +) +all_correlations.append(sigma_l) + +# TODO this could leverage HTM +D_l_calderoni = Correlation( + identifier="D_l_calderoni", + function=lambda temperature: ( + 9.3e-7 + * ureg("m**2/s") + * np.exp(-42e3 * ureg("J/mol") / (const_R * temperature.to("kelvin"))) + ), + corr_type=CorrelationType.DIFFUSIVITY, + source="Calderoni 2008", + description="diffusivity of tritium in liquid FLiBe as a function of temperature", + input_units=["kelvin"], + output_units="m**2/s", +) +all_correlations.append(D_l_calderoni) + +D_l_oishi = Correlation( + identifier="D_l_oishi", + function=lambda temperature: ( + 7.57e-7 + * ureg("m**2/s") + * np.exp(-36.7e3 * ureg("J/mol") / (const_R * temperature.to("kelvin"))) + ), + corr_type=CorrelationType.DIFFUSIVITY, + source="Oishi 1989", + description="diffusivity of tritium in liquid FLiBe as a function of temperature", + input_units=["kelvin"], + output_units="m**2/s", +) +all_correlations.append(D_l_oishi) + +D_l = D_l_calderoni # default diffusivity correlation, can be overridden by user defined correlation +D_l.identifier = "D_l" +all_correlations.append(D_l) + +K_s = Correlation( + identifier="K_s", + function=lambda temperature: ( + 7.9e-2 + * ureg("mol/m**3/Pa") + * np.exp(-35e3 * ureg("J/mol") / (const_R * temperature.to("kelvin"))) + ), + corr_type=CorrelationType.SOLUBILITY, + source="Calderoni 2008", + description="solubility of tritium in liquid FLiBe as a function of temperature", + input_units=["kelvin"], + output_units="mol/m**3/Pa", +) +all_correlations.append(K_s) + +d_b = Correlation( + identifier="d_b", + function=lambda flow_g_vol, nozzle_diameter, nb_nozzle: get_d_b( + flow_g_vol=flow_g_vol, nozzle_diameter=nozzle_diameter, nb_nozzle=nb_nozzle + ), # mean bubble diameter, Kanai 2017 + corr_type=CorrelationType.BUBBLE_DIAMETER, + input_units=["m**3/s", "m", "dimensionless"], + output_units="m", +) +all_correlations.append(d_b) + +E_o = Correlation( + identifier="Eo", + function=lambda drho, d_b, sigma_l: (const_g * drho * d_b**2 / sigma_l).to( + "dimensionless" + ), # Eotvos number + corr_type=CorrelationType.EOTVOS_NUMBER, + input_units=["kg/m**3", "m", "N/m"], +) +all_correlations.append(E_o) + +Mo = Correlation( + identifier="Mo", + function=lambda drho, mu_l, rho_l, sigma_l: ( + drho * const_g * mu_l**4 / (rho_l**2 * sigma_l**3) + ).to("dimensionless"), # Morton number + corr_type=CorrelationType.MORTON_NUMBER, + input_units=["kg/m**3", "Pa*s", "kg/m**3", "N/m"], +) +all_correlations.append(Mo) + +Sc = Correlation( + identifier="Sc", + function=lambda nu_l, D_l: (nu_l / D_l).to("dimensionless"), # Schmidt number + corr_type=CorrelationType.SCHMIDT_NUMBER, + input_units=["m**2/s", "m**2/s"], +) +all_correlations.append(Sc) + +Re = Correlation( + identifier="Re", + function=lambda rho_l, u_g0, d_b, mu_l: (rho_l * u_g0 * d_b / mu_l).to( + "dimensionless" + ), # Reynolds number + corr_type=CorrelationType.REYNOLDS_NUMBER, + input_units=["kg/m**3", "m/s", "m", "Pa*s"], +) +all_correlations.append(Re) + +u_g0 = Correlation( + identifier="u_g0", + function=lambda Eo, Mo, mu_l, rho_l, d_b: get_u_g0( + Eo=Eo, Mo=Mo, mu_l=mu_l, rho_l=rho_l, d_b=d_b + ), # initial gas velocity + corr_type=CorrelationType.BUBBLE_VELOCITY, + input_units=[ + "dimensionless", + "dimensionless", + "Pa*s", + "kg/m**3", + "m", + ], + output_units="m/s", +) +all_correlations.append(u_g0) + +eps_g = Correlation( + identifier="eps_g", + function=lambda temperature, P_bottom, sigma_l, d_b, flow_g_mol, tank_diameter, u_g0: ( + get_eps_g( + T=temperature, + P_0=P_bottom, + sigma_l=sigma_l, + d_b=d_b, + flow_g=flow_g_mol, + tank_diameter=tank_diameter, + u_g0=u_g0, + ) + ), # gas void fraction + corr_type=CorrelationType.GAS_VOID_FRACTION, + input_units=[ + "kelvin", + "Pa", + "N/m", + "m", + "mol/s", + "m", + "m/s", + ], + output_units="dimensionless", +) +all_correlations.append(eps_g) + +h_l_higbie = Correlation( + identifier="h_l_higbie", + function=lambda D_l, u_g0, d_b: get_h_higbie( + D_l=D_l, u_g=u_g0, d_b=d_b + ), # mass transfer coefficient with Higbie correlation + corr_type=CorrelationType.MASS_TRANSFER_COEFF, + source="Higbie 1935", + description="mass transfer coefficient for tritium in liquid FLiBe using Higbie penetration model", + input_units=["m**2/s", "m/s", "m"], + output_units="m/s", +) +all_correlations.append(h_l_higbie) + +h_l_malara = Correlation( + identifier="h_l_malara", + function=lambda D_l, d_b: get_h_malara( + D_l=D_l, d_b=d_b + ), # mass transfer coefficient with Malara correlation + corr_type=CorrelationType.MASS_TRANSFER_COEFF, + source="Malara 1995", + description="mass transfer coefficient for tritium in liquid FLiBe using Malara 1995 correlation (used for inert gas stripping from breeder droplets, may not be valid here)", + input_units=["m**2/s", "m"], + output_units="m/s", +) +all_correlations.append(h_l_malara) + +h_l_briggs = Correlation( + identifier="h_l_briggs", + function=lambda Re, Sc, D_l, d_b: get_h_briggs( + Re=Re, Sc=Sc, D_l=D_l, d_b=d_b + ), # mass transfer coefficient with Briggs correlation + corr_type=CorrelationType.MASS_TRANSFER_COEFF, + source="Briggs 1970", + description="mass transfer coefficient for tritium in liquid FLiBe using Briggs 1970 correlation", + input_units=["dimensionless", "dimensionless", "m**2/s", "m"], + output_units="m/s", +) +all_correlations.append(h_l_briggs) + +E_l = Correlation( + identifier="E_l", + function=lambda tank_diameter, u_g0: ureg.Quantity( + 0.678 * tank_diameter.magnitude**1.4 * u_g0.magnitude**0.3, "m**2/s" + ), # liquid phase axial dispersion coefficient + corr_type=CorrelationType.LIQUID_PHASE_DISPERSION, + source="Deckwer 1974", + description="liquid phase axial dispersion coefficient, assumed equal to diffusivity of tritium in liquid FLiBe", + input_units=["m", "m/s"], + output_units="m**2/s", +) +all_correlations.append(E_l) + +E_g = Correlation( + identifier="E_g", + function=lambda tank_diameter, u_g0: ( + 0.2 * ureg("1/m") * tank_diameter**2 * u_g0 + ), # gas phase axial dispersion coefficient + corr_type=CorrelationType.GAS_PHASE_DISPERSION, + source="Malara 1995", + description="gas phase axial dispersion coefficient [m2/s], Malara 1995 correlation models dispersion of the gas velocity distribution around the mean bubble velocity", + input_units=["m", "m/s"], + output_units="m**2/s", +) +all_correlations.append(E_g) + +drho = Correlation( + identifier="drho", + function=lambda rho_l, rho_g: (rho_l - rho_g).to( + "kg/m**3" + ), # density difference between liquid and gas + corr_type=CorrelationType.DENSITY, + input_units=["kg/m**3", "kg/m**3"], +) +all_correlations.append(drho) + + +he_molar_mass = ureg("4.003e-3 kg/mol") +rho_g = Correlation( + identifier="rho_g", + function=lambda temperature, P_bottom: ureg.Quantity( + (P_bottom * he_molar_mass / (const_R * temperature.to("kelvin"))).to("kg/m**3") + ), # ideal gas law for density of gas phase + corr_type=CorrelationType.DENSITY, + description="density of gas phase calculated using ideal gas law", + input_units=["kelvin", "Pa"], +) +all_correlations.append(rho_g) + +P_bottom = Correlation( + identifier="P_bottom", + function=lambda P_top, rho_l, height: ( + P_top + rho_l * const_g * height + ), # convert pressure to Pascals + corr_type=CorrelationType.PRESSURE, + description="pressure at the bottom of the system, converted to Pascals", + input_units=["Pa", "kg/m**3", "m"], + output_units="Pa", +) +all_correlations.append(P_bottom) + +flow_g_vol = Correlation( + identifier="flow_g_vol", + function=lambda flow_g_mol, temperature, P_bottom: ( + flow_g_mol * const_R * temperature / P_bottom + ), # convert molar flow rate to volumetric flow rate using ideal gas law + corr_type=CorrelationType.FLOW_RATE, + description="volumetric flow rate of gas phase calculated from molar flow rate using ideal gas law", + input_units=["mol/s", "kelvin", "Pa"], + output_units="m**3/s", +) +all_correlations.append(flow_g_vol) + + +specific_interfacial_area = Correlation( + identifier="a", + function=lambda d_b, eps_g: ( + 6 * eps_g / d_b + ), # specific interfacial area for spherical bubbles + corr_type=CorrelationType.INTERFACIAL_AREA, + description="specific interfacial area calculated from bubble diameter and gas void fraction, assuming spherical bubbles", + input_units=["m", "dimensionless"], + output_units="1/m", +) +all_correlations.append(specific_interfacial_area) + +source_T_integral = Correlation( + identifier="Q_T", + function=lambda tbr, n_gen_rate: ( + tbr * n_gen_rate + ), # source term for tritium generation calculated from TBR and neutron generation rate + corr_type=CorrelationType.TRITIUM_SOURCE, + input_units=["triton/neutron", "neutron/s"], + output_units="molT/s", +) +all_correlations.append(source_T_integral) + + +def get_d_b( + flow_g_vol: pint.Quantity, nozzle_diameter: pint.Quantity, nb_nozzle: pint.Quantity +) -> float: + """ + mean bubble diameter [m], Kanai 2017 (reported by Evans 2026) + """ + nozzle_flow = flow_g_vol / nb_nozzle # volumetric flow per nozzle [m3/s] + if nozzle_flow < ureg("3 cm**3/s") or nozzle_flow > ureg("10 cm**3/s"): + warnings.warn( + f"nozzle flow {nozzle_flow.to('cm**3/s')} is out of the validated range for the Kanai 2017 correlation (3-10 cm3/s)" + ) + return ureg.Quantity( + 0.54 + * ( + nozzle_flow.to("cm**3/s").magnitude + * np.sqrt(nozzle_diameter.to("cm").magnitude / 2) + ) + ** 0.289, + "cm", + ) + + +def get_u_g0(Eo, Mo, mu_l, rho_l, d_b) -> float: # TODO move inside class ? + """ + bubble initial velocity [m/s], correlation for terminal velocity from Clift 1978 + """ + H = (4 / 3 * Eo.magnitude * Mo.magnitude**-0.149) * ( + mu_l.magnitude / 0.0009 + ) ** -0.14 + if H > 59.3: + J = 3.42 * H**0.441 + elif H > 2: + J = 0.94 * H**0.757 + else: + raise ValueError( + f"Clift correlation is not valid for H = {H}, which is calculated based on the input parameters. Check the input parameters and the validity of the correlation for the given range of parameters." + ) + u_g0 = mu_l / (rho_l * d_b) * Mo**-0.149 * (J - 0.857) + if u_g0 > ureg("1 m/s") or u_g0 < ureg("0.1 m/s"): + warnings.warn(f"Warning: bubble velocity {u_g0} is out of the typical range") + + return u_g0 + + +def get_eps_g(T, P_0, sigma_l, d_b, flow_g, tank_diameter, u_g0) -> float: + eps_g = ( + const_R + * T + / (P_0 + 4 * sigma_l / d_b) + * flow_g + / (np.pi * (tank_diameter / 2) ** 2 * u_g0) + ) + if eps_g > 1 * ureg("dimensionless") or eps_g < 0 * ureg("dimensionless"): + warnings.warn(f"Warning: unphysical gas fraction: {eps_g}") + elif eps_g > 0.1 * ureg("dimensionless"): + warnings.warn( + f"Warning: high gas fraction: {eps_g}, models assumptions may not hold" + ) + return eps_g + + +def get_h_higbie(D_l: float, u_g: float, d_b: float) -> float: + """mass transfer coefficient [m/s] for tritium in liquid FLiBe using Higbie penetration model""" + h_l = ( + (D_l * u_g) / (const.pi * d_b) + ) ** 0.5 # mass transport coefficient Higbie penetration model + return h_l + + +def get_h_malara(D_l: float, d_b: float) -> float: + """ + mass transfer coefficient [m/s] for tritium in liquid FLiBe using Malara 1995 correlation + (used for inert gas stripping from breeder droplets, may not be valid here) + """ + h_l = 2 * np.pi**2 * D_l / (3 * d_b) + return h_l + + +def get_h_briggs(Re: float, Sc: float, D_l: float, d_b: float) -> float: + """mass transfer coefficient [m/s] for tritium in liquid FLiBe using Briggs 1970 correlation""" + Sh = 0.089 * Re**0.69 * Sc**0.33 # Sherwood number + h_l = Sh * D_l / d_b + return h_l diff --git a/src/sparging/helpers.py b/src/sparging/helpers.py new file mode 100644 index 0000000..66a0f0c --- /dev/null +++ b/src/sparging/helpers.py @@ -0,0 +1,55 @@ +import yaml +import numpy as np +from sparging.config import * + + +# TODO this could be a dataclass? +# see issue #3 +def get_input(yaml_input_path) -> dict: + with open(yaml_input_path, "r") as file: + params = yaml.safe_load(file) + if "input" in params: + params = params["input"] + return params + + +def setup_yaml(): + """Tells PyYAML to represent numpy types in human readable way""" + + def numpy_representer(dumper, data): + # Convert numpy scalar to a standard Python type + return dumper.represent_data(data.item()) + + # Register the representer for used numpy types (can add other types of needed) + yaml.add_representer(np.float64, numpy_representer) + + +def get_git_hash(): + import subprocess + + try: + return ( + subprocess.check_output(["git", "rev-parse", "--short", "HEAD"]) + .decode("ascii") + .strip() + ) + except subprocess.CalledProcessError: + return "no-git" + + +def string_to_ramp(t, start, end): + (t, start, end) = to_comparable_magnitude([t, start, end]) + return np.clip((t - start) / (end - start), 0, 1) + + +def string_to_step(t, start): + (t, start) = to_comparable_magnitude([t, start]) + return np.heaviside(t - start, 1) + + +def to_comparable_magnitude(quantities: list): + quantities = [ureg.Quantity(q) for q in quantities] + base_units = [q.to_base_units().units for q in quantities] + if len(set(base_units)) > 1: + raise ValueError(f"Quantities have different base units: {base_units}") + return tuple([q.to_base_units().magnitude for q in quantities]) diff --git a/src/sparging/input_examples.py b/src/sparging/input_examples.py new file mode 100644 index 0000000..6a3efa7 --- /dev/null +++ b/src/sparging/input_examples.py @@ -0,0 +1,114 @@ +from __future__ import annotations +from sparging.inputs import ( + ColumnGeometry, + BreederMaterial, + OperatingParameters, + SpargingParameters, + SimulationInput, +) +from sparging.config import ureg +from sparging.correlations import all_correlations +import logging +from typing import TYPE_CHECKING + +if TYPE_CHECKING: + import pint + +logger = logging.getLogger(__name__) + + +def get_sim_input_LIBRA1L() -> tuple[SimulationInput, pint.Quantity]: + """Returns the SimulationInput for the LIBRA 1L experiment, and the irradiation time (t_irr) to be used in the signal_irr function. + The irradiation time is calculated based on the neutron fluence and generation rate reported in the LIBRA 1L paper.""" + geom = ColumnGeometry( + area=170 * ureg.cm**2, + height=7 * ureg.cm, + nozzle_diameter=1.4 * ureg.mm, + nb_nozzle=1 * ureg.dimensionless, + ) + + flibe = BreederMaterial( + name="FLiBe", + ) + + operating_params = OperatingParameters( + temperature=600 * ureg.celsius, + P_top=1 * ureg.atm, + flow_g_mol=40 * ureg.sccm, + tbr=2e-3 * ureg("triton / neutron"), # according to LIBRA 1L paper + n_gen_rate=1e9 * ureg("neutron / s"), + ) + + sparging_params = SpargingParameters( + h_l=all_correlations("h_l_briggs"), + ) + + libra_1L = SimulationInput.from_parameters( + geom, flibe, operating_params, sparging_params + ) + logger.info(libra_1L) + + n_fluence = 2.5e13 * ureg("neutron") + n_gen_rate = operating_params.n_gen_rate + t_irr = n_fluence / n_gen_rate + + libra_1L.signal_irr = lambda t: 1 if t <= t_irr else 0 + + return (libra_1L, t_irr) + + +def get_sim_input_standard() -> SimulationInput: + """Returns a standard SimulationInput that can be used for testing and tutorials. + The parameters are not based on any specific experiment, but are chosen to be representative of a typical sparging system.""" + geom = ColumnGeometry( + area=0.2 * ureg.m**2, + height=1 * ureg.m, + nozzle_diameter=0.001 * ureg.m, + nb_nozzle=10 * ureg.dimensionless, + ) + + flibe = BreederMaterial( + name="FLiBe", + ) + + operating_params = OperatingParameters( + temperature=600 * ureg.celsius, + P_top=1 * ureg.atm, + flow_g_mol=400 * ureg.sccm, + tbr=0.1 * ureg("triton / neutron"), + n_gen_rate=1e9 * ureg("neutron / s"), + ) + + sparging_params = SpargingParameters( + h_l=all_correlations("h_l_briggs"), + ) + + my_input = SimulationInput.from_parameters( + geom, flibe, operating_params, sparging_params + ) + logger.info(my_input) + return my_input + + +LIBRA_PI_GEOM = ColumnGeometry( + area=0.2 * ureg.m**2, + height=1 * ureg.m, + nozzle_diameter=1.5 * ureg.mm, + nb_nozzle=5 * ureg.dimensionless, +) + +LIBRA_PI_MAT = BreederMaterial( + name="FLiBe", +) + +LIBRA_PI_OPERATING_PARAMS = OperatingParameters( + temperature=550 * ureg.celsius, + P_top=1.2 * ureg.atm, + flow_g_mol=400 * ureg.sccm, + tbr=0.1 * ureg("triton / neutron"), + n_gen_rate=1e9 * ureg("neutron / s"), +) + +LIBRA_PI_SPARGING_PARAMS = SpargingParameters( + h_l=all_correlations("h_l_briggs"), +) diff --git a/src/sparging/inputs.py b/src/sparging/inputs.py new file mode 100644 index 0000000..3e3834c --- /dev/null +++ b/src/sparging/inputs.py @@ -0,0 +1,327 @@ +from __future__ import annotations +from dataclasses import dataclass, replace +from sparging.correlations import Correlation, all_correlations +import pint +from typing import List +import inspect +import numpy as np +import logging +from sparging.config import ureg, const_R +from collections.abc import Callable +import networkx as nx + + +logger = logging.getLogger(__name__) + + +@dataclass +class ColumnGeometry: + area: pint.Quantity + height: pint.Quantity + nozzle_diameter: pint.Quantity + nb_nozzle: int + + @property + def tank_diameter(self): + return np.sqrt(4 * self.area / np.pi) + + @property + def tank_volume(self): + return self.area * self.height + + def copy(self): + return replace(self) + + +@dataclass +class BreederMaterial: + name: str + D_l: pint.Quantity | Correlation | None = None + K_s: pint.Quantity | Correlation | None = None + density: pint.Quantity | Correlation | None = None + viscosity: pint.Quantity | Correlation | None = None + surface_tension: pint.Quantity | Correlation | None = None + + def copy(self): + return replace(self) + + +@dataclass +class OperatingParameters: + temperature: pint.Quantity + flow_g_mol: pint.Quantity + P_top: pint.Quantity + # irradiation_signal: pint.Quantity # TODO implement + # t_sparging: pint.Quantity # TODO implement + flow_g_vol: pint.Quantity | None = None + P_bottom: pint.Quantity | Correlation | None = None + tbr: pint.Quantity | None = None + n_gen_rate: pint.Quantity | None = None + Q_T: pint.Quantity | None = None + + def copy(self): + return replace(self) + + +@dataclass +class SpargingParameters: + h_l: pint.Quantity | Correlation + eps_g: pint.Quantity | Correlation | None = None + u_g0: pint.Quantity | Correlation | None = None + d_b: pint.Quantity | Correlation | None = None + rho_g: pint.Quantity | Correlation | None = None + E_g: pint.Quantity | Correlation | None = None + E_l: pint.Quantity | Correlation | None = None + a: pint.Quantity | Correlation | None = None + + def copy(self): + return replace(self) + + +@dataclass # should it not be a normal class ? (init method)s +class SimulationInput: + height: pint.Quantity + area: pint.Quantity + u_g0: pint.Quantity + temperature: pint.Quantity + a: pint.Quantity + h_l: pint.Quantity + K_s: pint.Quantity + P_bottom: pint.Quantity + rho_l: pint.Quantity + eps_g: pint.Quantity + E_g: pint.Quantity + E_l: pint.Quantity + D_l: ( + pint.Quantity + ) # TODO to remove, not used in the solver, only for correlations to calculate h_l + Q_T: pint.Quantity + signal_irr: Callable[[pint.Quantity], float] = lambda t: 1 + """callable = f:R+ (time) -> [0,1] """ + signal_sparging: Callable[[pint.Quantity], float] = lambda t: 1 + """callable = f:R+ (time) -> [0,1] """ + profile_source_T: Callable[[float], float] | None = None + """callable = f:[0,1] -> R+, it takes a dimensionless coordinate: (z / height)""" + required_keys = ( + "height", + "area", + "u_g0", + "temperature", + "a", + "h_l", + "K_s", + "P_bottom", + "rho_l", + "eps_g", + "E_g", + "E_l", + "D_l", + "Q_T", + ) # these parameters will be used to solve the model + + @property + def volume(self): + return self.area * self.height + + @property + def eps_l(self): + return 1 - self.eps_g + + def set_S_T(self, val: pint.Quantity): + self.Q_T = (val.to("molT/m**3/s") * self.volume).to("molT/s") + + def get_S_T(self) -> pint.Quantity: + return (self.Q_T / self.volume).to("molT/m**3/s") + + def get_tau(self) -> pint.Quantity: + """characteristic time of the sparger under the small partial pressure (SPP) approximation""" + return (self.eps_l / (self.h_l * self.a)).to("seconds") + + def get_c_T2_SS(self) -> pint.Quantity: + return (self.get_S_T() * 1 / (self.h_l * self.a)).to("molT2/m^3") + + def get_Pi_number(self) -> pint.Quantity: + """Partial pressure number, ratio of the equivalent T concentration at liquid boundary to the bulk liquid concentration. + If PP << 1, then we are in the small partial pressure (SPP) regime, and if PP ~= 1, then we are in the partial pressure limited (PPL) regime. + """ + return ( + self.K_s + * (const_R * self.temperature) + * self.height + / (self.get_tau() * self.u_g0) + ).to("dimensionless") + + def __post_init__(self): + # make sure there are only pint.Quantity or callables in the input, otherwise raise an error + for key in self.required_keys: + value = getattr(self, key) + if not isinstance(value, pint.Quantity): + raise ValueError( + f"In {self.__class__.__name__}: Invalid type for '{key}': expected a pint.Quantity, got {value} of type {type(value)}" + ) + + def to_json(self, path: str): + import json + + with open(path, "w") as f: + json.dump( + { + key: str(value) + for key, value in self.__dict__.items() + if value is not None and not callable(value) + }, + f, + indent=2, + ) + + @classmethod + def from_parameters( + cls, + column_geometry: ColumnGeometry, + breeder_material: BreederMaterial, + operating_params: OperatingParameters, + sparging_params: SpargingParameters, + graph: nx.Graph | None = None, + ): + """ + - graph: optional, if want to visualize how the input was constructed. Each node has an ID (the param name) and contains a dictionary with properties: + - value: value of the parameter as pint.Quantity + - origin: "input" | + """ + input_objects = [ + column_geometry, + breeder_material, + operating_params, + sparging_params, + ] + discovered_graph = nx.Graph() if graph is None else graph + + for required_key in cls.required_keys: + find_in_graph(required_key, discovered_graph, input_objs=input_objects) + + return cls( + **{arg: discovered_graph.nodes[arg]["value"] for arg in cls.required_keys} + ) + + def __str__(self): + return "\n\t".join( + [ + f"{name}: {value}" + for name in self.__dataclass_fields__ + for value in [getattr(self, name)] + ] + ) + + def copy(self): + return replace(self) + + +def find_in_graph( + required_node: str, + discovered_graph: nx.Graph, + input_objs: List[ + SpargingParameters | OperatingParameters | BreederMaterial | ColumnGeometry + ], +) -> None: + """Abstracts SimulationInput construction as a graph search problem. "Correlation" object are seen as a path to the corresponding node + - required_node: parameter we want to obtain (e.g. h_l) + - discovered_graph: already discovered parameters + - graph properties: + - id : name of the parameter + - value: value of the parameter as pint.Quantity + - origin: "input" | + - input_objs: list of objects in which to search + - returns the updated discovered_nodes with the required_node added + """ + # first check if the required node is already discovered + if required_node in discovered_graph.nodes: + logger.verbose(f"Found required node '{required_node}' in discovered nodes...") + return + + # then check if the required node is given as input (either as a pint.Quantity or as a Correlation) + if (result := check_input(required_node, input_objs)) is None: + # if it's not, look for default correlation + if required_node in all_correlations: + result = all_correlations(required_node) + logger.verbose( + f"Found default correlation for required node '{required_node}': {result.identifier}" + ) + else: + raise ValueError( + f"Could not find path to required node '{required_node}' in the graph or in the default correlations" + ) + if isinstance(result, pint.Quantity): + # value was given as input + discovered_graph.add_node(required_node, value=result, origin="input") + elif isinstance(result, Correlation): + # no value specified, get value from correlation + discovered_graph.add_node(required_node, origin=result.identifier) + result = resolve_correlation( + node_id=required_node, + corr=result, + discovered_graph=discovered_graph, + input_objs=input_objs, + ) # also update discovered_graph with the nodes possibly discovered during recursive search + discovered_graph.nodes[required_node]["value"] = result + + assert isinstance(result, pint.Quantity), ( + f"Result for required node '{required_node}' is not a pint.Quantity after resolution, got {result} of type {type(result)}" + ) + + +def check_input( + required_node: str, + input_objs: List[ + SpargingParameters | OperatingParameters | BreederMaterial | ColumnGeometry + ], +) -> pint.Quantity | Correlation | None: + """look for pint.Quantity or Correlation given in input objects""" + result = None + for object in input_objs: + # scan for the required node in the attributes of the object + if (result := getattr(object, required_node, None)) is not None: + if isinstance(result, pint.Quantity): + # required node was found + logger.verbose( + f"Found Quantity for required node '{required_node}' in input: {result}" + ) + break + elif isinstance(result, Correlation): + logger.verbose( + f"Found correlation for required node '{required_node}' in input: {result.identifier}" + ) + break + else: + raise ValueError( + f"In check_input: found result for '{required_node}': but expected a Correlation or a pint.Quantity, got {result} of type {type(result)}" + ) + return result + + +def resolve_correlation( + node_id: str, + corr: Correlation, + discovered_graph: nx.Graph, + input_objs: List[ + SpargingParameters | OperatingParameters | BreederMaterial | ColumnGeometry + ], +) -> pint.Quantity: + """Recursively resolve a correlation by first resolving its arguments, then applying the correlation function to the resolved arguments. + - corr: Correlation object to resolve + - discovered_graph: graph containing already resolved quantities, to avoid redundant calculations and infinite recursion + - input_objs: list of objects in which to search for the arguments of the correlation + - returns the resolved value of the correlation as a pint.Quantity""" + corr_args = inspect.signature(corr.function).parameters.keys() + for arg in corr_args: + logger.verbose( + f"Resolving argument '{arg}' for correlation '{corr.identifier}'..." + ) + find_in_graph(arg, discovered_graph, input_objs) + discovered_graph.add_edge(node_id, arg) + + assert all(arg in discovered_graph.nodes for arg in corr_args), ( + f"Could not resolve all arguments for correlation '{corr.identifier}'. " + f"Missing arguments: {[arg for arg in corr_args if arg not in discovered_graph.nodes]}" + ) + + return corr(**{arg: discovered_graph.nodes[arg]["value"] for arg in corr_args}) diff --git a/src/sparging/model.py b/src/sparging/model.py new file mode 100644 index 0000000..ceeeb1d --- /dev/null +++ b/src/sparging/model.py @@ -0,0 +1,514 @@ +from __future__ import annotations +from mpi4py import MPI +import dolfinx +import basix +import ufl +import numpy as np +import scipy.constants as const +from dolfinx.fem.petsc import NonlinearProblem +from petsc4py import PETSc +from dataclasses import dataclass + +from datetime import datetime + +# from dolfinx import log +import yaml +import sparging.helpers as helpers +import json +from pathlib import Path + +from sparging.config import ureg, const_g + +from sparging.inputs import SimulationInput +import pint +from collections.abc import Callable +import logging + +logger = logging.getLogger(__name__) + +hours_to_seconds = 3600 +days_to_seconds = 24 * hours_to_seconds +T2_to_T = 2 +T_to_T2 = 1 / T2_to_T + +EPS = 1e-26 +SEPARATOR_KEYWORD = "from" + +# log.set_log_level(log.LogLevel.INFO) + + +@dataclass +class SimulationResults: + times: np.ndarray[pint.Quantity] + c_T2_solutions: np.ndarray[pint.Quantity] + """ line : time step, column : spatial coordinate """ + y_T2_solutions: np.ndarray[pint.Quantity] + J_T2_solutions: np.ndarray[pint.Quantity] + x_ct: np.ndarray[pint.Quantity] + x_y: np.ndarray[pint.Quantity] + inventories_T2_salt: np.ndarray[pint.Quantity] + sources_T2: np.ndarray[pint.Quantity] + fluxes_T2: np.ndarray[pint.Quantity] + dt: pint.Quantity = None + dx: pint.Quantity = None + sim_input: SimulationInput = None + + keys_to_ignore_results = [ # TODO do it the other way: keys_to_include_results + # "c_T2_solutions", + # "y_T2_solutions", + # "J_T2_solutions", + # "x_ct", + # "x_y", + # "inventories_T2_salt", + # "times", + # "sources_T2", + # "fluxes_T2", + "sim_input", + "dt", + "dx", + ] + + def to_yaml(self, output_path: Path): + sim_dict = self.sim_input.__dict__.copy() + helpers.setup_yaml() + + # structure the output + output = { + "metadata": { + "git_commit": helpers.get_git_hash(), + "date": datetime.now().isoformat(), + }, + } + + output["simulation parameters"] = {} + for key, value in sim_dict.items(): + output["simulation parameters"][key] = str(value) + + output["results"] = self.__dict__.copy() + # remove c_T2_solutions and y_T2_solutions from results to avoid dumping large arrays in yaml, they can be saved separately if needed + for key in self.keys_to_ignore_results: + output["results"].pop(key, None) + + with open(output_path, "w") as f: + yaml.dump(output, f, sort_keys=False) + + def serialize_output(self): + sim_dict = self.sim_input.__dict__.copy() + + # structure the output + output = { + "metadata": { + "git_commit": helpers.get_git_hash(), + "date": datetime.now().isoformat(), + }, + } + output["simulation parameters"] = {} + for key, value in sim_dict.items(): + output["simulation parameters"][key] = str(value) + output["results"] = self.__dict__.copy() + + # remove objects incompatible with serialization + for key in self.keys_to_ignore_results: + output["results"].pop(key, None) + + for key, value in output.items(): + if isinstance(value, np.ndarray): + # convert numpy arrays to lists for JSON serialization + output[key] = value.tolist() + logger.verbose( + "found list in results, converting to list for JSON serialization" + ) + if isinstance(value, pint.Quantity): + # convert pint.Quantity to string for JSON serialization + output[key] = value.to_base_units().magnitude + logger.verbose( + "found pint.Quantity in results, converting to magnitude for JSON serialization" + ) + else: + logger.verbose( + f"{key} is of type {type(value)}, no conversion needed for JSON serialization" + ) + + for k, v in output["results"].items(): + if isinstance(v, pint.Quantity): + units = str(v.units) + output["results"][k] = {"value": v.magnitude, "units": units} + + if isinstance(v.magnitude, np.ndarray): + logger.verbose( + f"found pint.Quantity with numpy array magnitude in results[{k}], converting to list for JSON serialization" + ) + output["results"][k]["value"] = v.magnitude.tolist() + + return output + + def to_json(self, output_path: Path): + output = self.serialize_output() + + with open(output_path, "w") as f: + json.dump(output, f, indent=3) + + def to_pickle(self, output_path: Path): + import pickle + + output = self.serialize_output() + + with open(output_path, "wb") as f: + pickle.dump(output, f) + + def profiles_to_csv(self, output_path: Path): + """save c_T2 and y_T2 profiles at all time steps to csv files, one for c_T2 and one for y_T2, with columns for each time step""" + import pandas as pd + + df_c_T2 = pd.DataFrame({"x": self.x_ct}) + df_y_T2 = pd.DataFrame({"x": self.x_y}) + + # add one column for each profile + for i, (c_T2_profile, y_T2_profile) in enumerate( + zip(self.c_T2_solutions, self.y_T2_solutions) + ): + df_c_T2[f"c_T2_t{i}"] = c_T2_profile + df_y_T2[f"y_T2_t{i}"] = y_T2_profile + + df_c_T2.to_csv(output_path.joinpath("_c_T2.csv"), index=False) + df_y_T2.to_csv(output_path.joinpath("_y_T2.csv"), index=False) + + @classmethod + def deserialize_output(cls, data: dict) -> SimulationResults: + # only read the "results" key + # for each key in results, if the dict have "value" and "units" keys, convert it back to pint.Quantity + results = data.get("results", {}) + for k, v in results.items(): + if isinstance(v, dict) and "value" in v and "units" in v: + results[k] = ureg.Quantity(v["value"], v["units"]) + + return cls(**results) + + @classmethod + def from_json(cls, input_path: Path) -> SimulationResults: + with open(input_path, "r") as f: + data = json.load(f) + + return cls.deserialize_output(data) + + @classmethod + def from_pickle(cls, input_path: Path) -> SimulationResults: + import pickle + + with open(input_path, "rb") as f: + data = pickle.load(f) + + return cls.deserialize_output(data) + + +@dataclass +class Simulation: + sim_input: SimulationInput + t_final: pint.Quantity + profile_pressure_hydrostatic: bool = False + dispersion_on: bool = True + + def hydrostatic_pressure(self, x: pint.Quantity) -> pint.Quantity: + """returns the hydrostatic pressure at a given height x in the tank given P_bottom""" + rho = self.sim_input.rho_l + g = const_g + return (self.sim_input.P_bottom + rho * g * x).to("Pa") + + def solve( + self, + dt: pint.Quantity | None = None, + dx: pint.Quantity | None = None, + fast_solve: bool = False, + ) -> SimulationResults: + """Input: + - dt: time step, 1000 equal time steps by default + - dx: spatial step, 1000 equal spatial steps by default + - fast_solve: if True, use only 50 equal time and spatial steps + """ + # unpack pint.Quantities + t_final = self.t_final.to("seconds").magnitude + tank_height = self.sim_input.height.to("m").magnitude + tank_area = self.sim_input.area.to("m**2").magnitude + tank_volume = self.sim_input.volume.to("m**3").magnitude + a = self.sim_input.a.to("1/m").magnitude + h_l = self.sim_input.h_l.to("m/s").magnitude + K_s = self.sim_input.K_s.to("mol/m**3/Pa").magnitude # convert to molT2 ? + P_0 = self.sim_input.P_bottom.to("Pa").magnitude + T = self.sim_input.temperature.to("K").magnitude + eps_g = self.sim_input.eps_g.to("dimensionless").magnitude + E_g = self.sim_input.E_g.to("m**2/s").magnitude + E_l = self.sim_input.E_l.to("m**2/s").magnitude + D_l = self.sim_input.D_l.to("m**2/s").magnitude # not needed (included in h_l) + u_g0 = self.sim_input.u_g0.to("m/s").magnitude + Q_T2 = self.sim_input.Q_T.to("molT2/s").magnitude + + dt = ( + dt.to("seconds").magnitude + if dt is not None + else (t_final / 1000 if not fast_solve else t_final / 50) + ) + dx = ( + dx.to("m").magnitude + if dx is not None + else (tank_height / 1000 if not fast_solve else tank_height / 50) + ) + eps_l = 1 - eps_g + + # MESH AND FUNCTION SPACES + mesh = dolfinx.mesh.create_interval( + MPI.COMM_WORLD, int(tank_height / dx), points=[0, tank_height] + ) + fdim = mesh.topology.dim - 1 + cg_el = basix.ufl.element("Lagrange", mesh.basix_cell(), degree=1, shape=(2,)) + profile_el = basix.ufl.element("Lagrange", mesh.basix_cell(), degree=1) + + V = dolfinx.fem.functionspace(mesh, cg_el) + V_profile = dolfinx.fem.functionspace(mesh, profile_el) + + u = dolfinx.fem.Function(V) + u_n = dolfinx.fem.Function(V) + v_c, v_y = ufl.TestFunctions(V) + + c_T2, y_T2 = ufl.split(u) + c_T2_n, y_T2_n = ufl.split(u_n) + + vel_x = u_g0 # TODO velocity should vary with hydrostatic pressure + vel = dolfinx.fem.Constant(mesh, PETSc.ScalarType([vel_x])) + + h_l_const = dolfinx.fem.Constant(mesh, PETSc.ScalarType(h_l)) + + gen_T2_ave = dolfinx.fem.Constant( + mesh, Q_T2 / tank_volume * self.sim_input.signal_irr(0 * ureg.s) + ) # magnitude of the generation term + + if ( + self.sim_input.profile_source_T is not None + ): # spatially varying profile is provided + arbitrary_profile = dolfinx.fem.Function(V_profile) + arbitrary_profile.interpolate( + lambda x: x[0] * 0 + self.sim_input.profile_source_T(x[0] / tank_height) + ) + profile_integral = dolfinx.fem.assemble_scalar( + dolfinx.fem.form( + arbitrary_profile * 1 / tank_height * ufl.dx # TODO + ) # dimensionless integral + ) + normalized_profile = ( + arbitrary_profile / profile_integral + ) # normalize profile so that its integral over the dimensionless height is 1 + else: # homogeneous generation + normalized_profile = dolfinx.fem.Constant(mesh, PETSc.ScalarType(1.0)) + + gen_T2 = gen_T2_ave * normalized_profile + + P_prof = dolfinx.fem.Function(V_profile) + if self.profile_pressure_hydrostatic: + P_prof.interpolate( + lambda x: self.hydrostatic_pressure(x[0] * ureg.m).magnitude + ) + else: + P_prof.interpolate(lambda x: x[0] * 0 + P_0) + + P = P_prof + + # VARIATIONAL FORMULATION + + # mass transfer rate + J_T2 = ( + a * h_l_const * (c_T2 - K_s * (P * y_T2 + EPS)) + ) # TODO pressure shouldn't be a constant (use hydrostatic pressure profile), how to deal with this ? -> use fem.Expression ? + + F = 0 # variational formulation + + # transient terms + F += eps_l * ((c_T2 - c_T2_n) / dt) * v_c * ufl.dx + F += eps_g * 1 / (const.R * T) * (P * (y_T2 - y_T2_n) / dt) * v_y * ufl.dx + + # dispersive terms + if self.dispersion_on is True: + F += eps_l * E_l * ufl.dot(ufl.grad(c_T2), ufl.grad(v_c)) * ufl.dx + F += ( + eps_g + * E_g + * 1 + / (const.R * T) + * ufl.dot(ufl.grad(P * y_T2), ufl.grad(v_y)) + * ufl.dx + ) + + # mass exchange (coupling term) + F += J_T2 * v_c * ufl.dx - J_T2 * v_y * ufl.dx + + # Generation term in the breeder + F += -gen_T2 * v_c * ufl.dx + + # advection of gas + F += ( + 1 + / (const.R * T) + * ufl.inner(ufl.dot(ufl.grad(P * y_T2), vel), v_y) + * ufl.dx + ) + + # BOUNDARY CONDITIONS + gas_inlet_facets = dolfinx.mesh.locate_entities_boundary( + mesh, fdim, lambda x: np.isclose(x[0], 0.0) + ) + gas_outlet_facets = dolfinx.mesh.locate_entities_boundary( + mesh, fdim, lambda x: np.isclose(x[0], tank_height) + ) + bc1 = dolfinx.fem.dirichletbc( + dolfinx.fem.Constant(mesh, 0.0), + dolfinx.fem.locate_dofs_topological(V.sub(1), fdim, gas_inlet_facets), + V.sub(1), + ) # y_T2 = 0 at gas inlet + + # Custom measure + all_facets = np.concatenate((gas_inlet_facets, gas_outlet_facets)) + all_tags = np.concatenate( + (np.full_like(gas_inlet_facets, 1), np.full_like(gas_outlet_facets, 2)) + ) + facet_markers = dolfinx.mesh.meshtags(mesh, fdim, all_facets, all_tags) + ds = ufl.Measure("ds", domain=mesh, subdomain_data=facet_markers) + + # set up problem + problem = NonlinearProblem( + F, + u, + bcs=[bc1], # Neumann BCs on c_T2 at inlet and outlet are naturally enforced + petsc_options_prefix="librasparge", + # petsc_options={"snes_monitor": None}, + ) + + # initialise post processing + + # we define a function and an expression for J_T2 for use in post processing + J_T2_func = dolfinx.fem.Function(V_profile) + J_T2_expr = dolfinx.fem.Expression(J_T2, V_profile.element.interpolation_points) + + V0_ct, ct_dofs = u.function_space.sub(0).collapse() + coords = V0_ct.tabulate_dof_coordinates()[:, 0] + ct_sort_coords = np.argsort(coords) + x_ct = coords[ct_sort_coords] + + V0_y, y_dofs = u.function_space.sub(1).collapse() + coords = V0_y.tabulate_dof_coordinates()[:, 0] + y_sort_coords = np.argsort(coords) + x_y = coords[y_sort_coords] + + coords_profile = V_profile.tabulate_dof_coordinates()[:, 0] + num_profile_dofs = ( + V_profile.dofmap.index_map.size_local + ) * V_profile.dofmap.index_map_bs + + profile_dofs = np.arange(num_profile_dofs) + profile_sort_coords = np.argsort(coords_profile) + # NOTE currently we don't use x_profile and use another x in the plotting script + x_profile = coords_profile[profile_sort_coords] + + # NOTE maybe we could take this function out and it would take a SimulationResults object as input + u + other things... + def post_process(t): + """ + Post-process the solution at time t. + Extract solution profiles, compute fluxes and inventories, and store them in lists for later analysis. + """ + c_T2_post, y_T2_post = u.split() + + c_T2_vals = u.x.array[ct_dofs][ct_sort_coords] + y_T2_vals = u.x.array[y_dofs][y_sort_coords] + J_T2_func.interpolate(J_T2_expr) + J_T2_vals = J_T2_func.x.array[profile_dofs][ct_sort_coords] + times.append(t) + c_T2_solutions.append(c_T2_vals.copy()) + y_T2_solutions.append(y_T2_vals.copy()) + J_T2_solutions.append(J_T2_vals.copy()) + sources_T2.append( + Q_T2 * self.sim_input.signal_irr(t * ureg.s) + ) # total T generation rate in the tank [mol/s] TODO useless: signal_irr is already given + + n = ufl.FacetNormal(mesh) + + # flux_T2 = dolfinx.fem.assemble_scalar( + # dolfinx.fem.form( + # eps_g * vel_x * P / (const.R * T) * y_T2_post * tank_area * ds(2) + # ) + # ) # total T flux at the outlet [mol/s] + flux_T2 = dolfinx.fem.assemble_scalar( + dolfinx.fem.form( + vel_x * P / (const.R * T) * y_T2_post * tank_area * ds(2) + ) + ) # TODO replace with integral of J over volume + # flux_T_inlet = dolfinx.fem.assemble_scalar( + # dolfinx.fem.form( + # tank_area + # * E_g + # * P_0 + # / (const.R * T) + # * y_T2_post.dx(0) + # * T2_to_T + # * ds(1) + # ) + # ) # total T dispersive flux at the inlet [mol/s] + + flux_T2_inlet = dolfinx.fem.assemble_scalar( + dolfinx.fem.form( + -eps_g * E_g * ufl.inner(ufl.grad(P * y_T2_post), n) * ds(1) + ) + ) # total T dispersive flux at the inlet [Pa T2 /s/m2] + flux_T2_inlet *= 1 / (const.R * T) # mol T2/s/m2 + flux_T2_inlet *= tank_area # convert to molT2/s + + fluxes_T2.append(flux_T2 + flux_T2_inlet) + # fluxes_T2.append(flux_T2) + + inventory_T2_salt = dolfinx.fem.assemble_scalar( + dolfinx.fem.form(c_T2_post * ufl.dx) + ) + inventory_T2_salt *= tank_area # get total amount of T2 in [mol] + inventories_T2_salt.append(inventory_T2_salt) + + # TODO Initialize results storage with zeros -> there's an inconsistency: times[0] = 0 but inventories[0] != 0 -> screws comparison with analytical solutions + t = 0 + times = [] + c_T2_solutions = [] + y_T2_solutions = [] + J_T2_solutions = [] + sources_T2 = [] + fluxes_T2 = [] + inventories_T2_salt = [] + post_process(t) + + # SOLVE + while t < t_final: + # advance time + t += dt + # update time-dependent terms + gen_T2_ave.value = ( + Q_T2 / tank_volume * self.sim_input.signal_irr(t * ureg.s) + ) + h_l_const.value = h_l * self.sim_input.signal_sparging(t * ureg.s) + + problem.solve() + + # update previous solution + u_n.x.array[:] = u.x.array[:] + + post_process(t) + + # TODO reattach units using wrapping + # https://pint.readthedocs.io/en/stable/advanced/performance.html#a-safer-method-wrapping + results = SimulationResults( + times=np.array(times) * ureg("s"), + c_T2_solutions=np.array(c_T2_solutions) * ureg("molT2/m^3"), + y_T2_solutions=np.array(y_T2_solutions) * ureg("dimensionless"), + J_T2_solutions=np.array(J_T2_solutions) * ureg("molT2/m^3/s"), + x_ct=x_ct * ureg("m"), + x_y=x_y * ureg("m"), + inventories_T2_salt=np.array(inventories_T2_salt) * ureg("molT2"), + sources_T2=np.array(sources_T2) * ureg("molT2/s"), + fluxes_T2=np.array(fluxes_T2) * ureg("molT2/s"), + sim_input=self.sim_input, + dt=dt * ureg("s"), + dx=dx * ureg("m"), + ) + return results diff --git a/src/sparging/postprocess.py b/src/sparging/postprocess.py new file mode 100644 index 0000000..c041047 --- /dev/null +++ b/src/sparging/postprocess.py @@ -0,0 +1,134 @@ +from __future__ import annotations +from sparging.config import ureg +from typing import TYPE_CHECKING +import numpy as np +import warnings +from scipy.optimize import curve_fit +import logging + +logger = logging.getLogger(__name__) + +if TYPE_CHECKING: + import pint + from sparging.model import SimulationResults + import matplotlib.pyplot as plt + + +def idx_from_t(times: list[pint.Quantity], timestamp: pint.Quantity) -> pint.Quantity: + idx = np.argmin(np.abs(times - timestamp)) + time = times[idx].to(timestamp.units) + if not np.isclose(times[idx], timestamp): + warnings.warn( + f"Requested time {timestamp} does not exactly match discrete times. Using closest time {time} for index calculation." + ) + return idx + + +def plot_profile( + sim_output: SimulationResults, + ax: plt.Axes, + var_name: str, + times: list[pint.Quantity], + colors: list = None, + **kwargs, +): + idx_to_plot = [idx_from_t(sim_output.times, t) for t in times] + y_to_plot = getattr(sim_output, var_name) + for j, idx in enumerate(idx_to_plot): + ax.plot( + sim_output.x_ct, + y_to_plot[idx], + label=f"t = {sim_output.times[idx]:.2f}", + c=colors[j] if colors is not None else None, + **kwargs, + ) + + +def get_residual_fraction( + T2_inventories: np.ndarray[pint.Quantity], + times: np.ndarray[pint.Quantity], + t_0: pint.Quantity, + t_end: pint.Quantity, +) -> pint.Quantity: + i_0 = idx_from_t(times, t_0) + i_end = idx_from_t(times, t_end) + return T2_inventories[i_end] / T2_inventories[i_0] + + +def fit_exp( + vec: np.ndarray[pint.Quantity], + times: np.ndarray[pint.Quantity], + t_0: pint.Quantity, + t_end: pint.Quantity, + phase: str, +) -> tuple[tuple[pint.Quantity, pint.Quantity], tuple[pint.Quantity, pint.Quantity]]: + """ + Input: + - vec: array of inventory values + - times: array of times + - t_0: initial fit time + - t_end: final fit time + - phase = 'decay' or 'rampup' + --- + Returns: (tau, n0), (tau_std, n0_std) + """ + + def fitting_func(t, tau, n0): + match phase: + case "decay": + return n0 * np.exp(-t / tau) + case "rampup": + return n0 * (1 - np.exp(-t / tau)) + case _: + raise ValueError("Invalid phase. Must be 'decay' or 'rampup'.") + + idx_0 = idx_from_t(times, t_0) + idx_end = idx_from_t(times, t_end) + t_0 = times[idx_0] + t_end = times[idx_end] + logger.info( + f"Fitting from t={t_0.to('hour')} to t={t_end.to('hour')} (indices {idx_0} to {idx_end})" + ) + tau_guess = 10000 * ureg.s + n0_guess = vec[idx_0] if phase == "decay" else vec[idx_end] + + # wrapped_fitting_func = ureg.wraps(vec.units, (None, vec.units, "s"))(fitting_func) + + popt, pcov = curve_fit( + fitting_func, + (times[idx_0 : idx_end + 1] - t_0).to("s").magnitude, + vec[idx_0 : idx_end + 1].magnitude, + p0=[tau_guess.to("s").magnitude, n0_guess.magnitude], + ) + + # check goodness of fit + tau_std = np.sqrt(pcov[0, 0]) + tau_rel_error = tau_std / popt[0] + if tau_rel_error > 0.005: + warnings.warn( + f"High relative error in fitted tau: {tau_rel_error:.4f}. Fit may be unreliable." + ) + # reattach units + return (popt[0] * ureg.s, popt[1] * vec.units), ( + pcov[0] * ureg.s, + pcov[1] * vec.units, + ) + + +def get_tau_real( + vec: np.ndarray[pint.Quantities], + times: np.ndarray[pint.Quantities], + t_0: pint.Quantity, +) -> pint.Quantity: + """ + To be distinguished from the time constant predicted from the model input parameters (tau analytical) + Get the time constant tau from an exponential decay curve by finding the time at which the value has decayed to 1/e of its initial value at t_0. + No exponential fit is performed here + """ + idx_0 = idx_from_t(times, t_0) + # Fit only the decay part + vec_decay = vec[idx_0:] + n0 = vec_decay[0] + idx_tau = np.argmin(np.abs(vec_decay - n0 / np.e)) + tau = times[idx_0 + idx_tau] - t_0 + return tau diff --git a/test/__init__.py b/test/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/test/standard_input.json b/test/standard_input.json new file mode 100644 index 0000000..e606596 --- /dev/null +++ b/test/standard_input.json @@ -0,0 +1,16 @@ +{ + "height": "1.000e+00 m", + "area": "2.000e-01 m ** 2", + "u_g0": "2.182e-01 m / s", + "temperature": "6.000e+02 \u00b0C", + "a": "5.925e-01 / m", + "h_l": "2.750e-05 m / s", + "K_s": "6.366e-04 mol / m ** 3 / Pa", + "P_bottom": "1.208e+05 Pa", + "rho_l": "1.991e+03 kg / m ** 3", + "eps_g": "4.091e-04", + "E_g": "1.111e-02 m ** 2 / s", + "E_l": "1.648e-01 m ** 2 / s", + "D_l": "2.857e-09 m ** 2 / s", + "Q_T": "1.661e-16 molT / s" +} \ No newline at end of file diff --git a/test/test_find_in_graph.reference.log b/test/test_find_in_graph.reference.log new file mode 100644 index 0000000..9992b18 --- /dev/null +++ b/test/test_find_in_graph.reference.log @@ -0,0 +1,17 @@ +VERBOSE:sparging.inputs:Found default correlation for required node 'drho': drho +VERBOSE:sparging.inputs:Resolving argument 'rho_l' for correlation 'drho'... +VERBOSE:sparging.inputs:Found default correlation for required node 'rho_l': rho_l +VERBOSE:sparging.inputs:Resolving argument 'temperature' for correlation 'rho_l'... +VERBOSE:sparging.inputs:Found Quantity for required node 'temperature' in input: 6.000e+02 °C +VERBOSE:sparging.inputs:Resolving argument 'rho_g' for correlation 'drho'... +VERBOSE:sparging.inputs:Found default correlation for required node 'rho_g': rho_g +VERBOSE:sparging.inputs:Resolving argument 'temperature' for correlation 'rho_g'... +VERBOSE:sparging.inputs:Found required node 'temperature' in discovered nodes... +VERBOSE:sparging.inputs:Resolving argument 'P_bottom' for correlation 'rho_g'... +VERBOSE:sparging.inputs:Found default correlation for required node 'P_bottom': P_bottom +VERBOSE:sparging.inputs:Resolving argument 'P_top' for correlation 'P_bottom'... +VERBOSE:sparging.inputs:Found Quantity for required node 'P_top' in input: 1.000e+00 atm +VERBOSE:sparging.inputs:Resolving argument 'rho_l' for correlation 'P_bottom'... +VERBOSE:sparging.inputs:Found required node 'rho_l' in discovered nodes... +VERBOSE:sparging.inputs:Resolving argument 'height' for correlation 'P_bottom'... +VERBOSE:sparging.inputs:Found Quantity for required node 'height' in input: 1.000e+00 m diff --git a/test/test_simulation_input.py b/test/test_simulation_input.py new file mode 100644 index 0000000..daaa040 --- /dev/null +++ b/test/test_simulation_input.py @@ -0,0 +1,301 @@ +import sparging +from sparging.config import ureg +from sparging import all_correlations, CorrelationGroup, Correlation +from sparging.inputs import ( + ColumnGeometry, + BreederMaterial, + OperatingParameters, + SpargingParameters, + find_in_graph, + check_input, + SimulationInput, +) + +import pytest +import dataclasses +import difflib +import logging +from pathlib import Path +import networkx as nx + +# define standard LIBRA input parameters to be used in multiple tests +geom = ColumnGeometry( + area=0.2 * ureg.m**2, + height=1.0 * ureg.m, + nozzle_diameter=0.001 * ureg.m, + nb_nozzle=10 * ureg.dimensionless, +) + +flibe = BreederMaterial( + name="FLiBe", +) + +operating_params = OperatingParameters( + temperature=600 * ureg.celsius, + P_top=1 * ureg.atm, + flow_g_mol=400 * ureg.sccm, + tbr=0.1 * ureg("triton / neutron"), + n_gen_rate=1e9 * ureg("neutron / s"), +) + +sparging_params = SpargingParameters( + h_l=all_correlations("h_l_briggs"), +) + + +def test_from_parameters_success(tmp_path): + """ + Test that SimulationInput.from_parameters successfully creates a SimulationInput object from minimal input objects + and that the generated SimulationInput is consistent with the standard input it should yield + """ + sim_input = SimulationInput.from_parameters( + geom, flibe, operating_params, sparging_params + ) + + assert isinstance(sim_input, SimulationInput), ( + "Expected from_parameters to return a SimulationInput instance" + ) + # Check that all fields are populated and have the correct types + for field in SimulationInput.required_keys: + value = getattr(sim_input, field) + assert isinstance(value, ureg.Quantity), ( + f"Expected field '{field}' to be a pint.Quantity, got {type(value)}" + ) + + reference_path = Path(__file__).with_name("standard_input.json") + generated_path = Path(tmp_path).joinpath("generated_input.json") + + sim_input.to_json(generated_path) + + generated_text = generated_path.read_text(encoding="utf-8") + reference_text = reference_path.read_text(encoding="utf-8") + + diff = "\n".join( + difflib.unified_diff( + reference_text.splitlines(), + generated_text.splitlines(), + fromfile=str(reference_path.name), + tofile=str(generated_path.name), + lineterm="", + ) + ) + assert generated_text == reference_text, f"Log output mismatch:\n{diff}" + + +def test_find_in_graph_logging(tmp_path): + """ + Test that the `find_in_graph` function logs the expected output when searching for a parameter in the graph. + """ + from sparging.config import VERBOSE_LEVEL + + # BUILD + reference_log_path = Path(__file__).with_name("test_find_in_graph.reference.log") + generated_log_path = Path(tmp_path).joinpath("test_find_in_graph.generated.log") + + logging.basicConfig( + level=VERBOSE_LEVEL, + format="%(levelname)s:%(name)s:%(message)s", + handlers=[logging.FileHandler(generated_log_path, mode="w")], + force=True, # reset handlers so pytest/previous tests don't interfere + ) + + # RUN + empty_graph = nx.Graph() + find_in_graph("drho", empty_graph, [geom, flibe, operating_params, sparging_params]) + + # TEST + logging.shutdown() + + assert reference_log_path.exists(), ( + f"Reference log not found at {reference_log_path}. " + f"Create/update it from {generated_log_path} once output is validated." + ) + + generated_text = generated_log_path.read_text(encoding="utf-8") + reference_text = reference_log_path.read_text(encoding="utf-8") + + diff = "\n".join( + difflib.unified_diff( + reference_text.splitlines(), + generated_text.splitlines(), + fromfile=str(reference_log_path.name), + tofile=str(generated_log_path.name), + lineterm="", + ) + ) + assert generated_text == reference_text, f"Log output mismatch:\n{diff}" + + +@pytest.mark.parametrize("in_discovered", (True, False)) +def test_find_in_graph_result(in_discovered: bool): + """ + Test finding a node in the graph. + This test checks that the `find_in_graph` function can successfully find the `d_b` parameter + using the provided `ColumnGeometry` and `OperatingParameters`. It also tests both cases where + `flow_g_vol` is provided in the discovered nodes and where it is not, ensuring that the + function can handle both scenarios correctly. + """ + # BUILD + discovered_graph = nx.Graph() + if in_discovered: + discovered_graph.add_node("flow_g_vol", value=0.01 * ureg.m**3 / ureg.s) + + # RUN + find_in_graph( + "d_b", + discovered_graph=discovered_graph, + input_objs=[geom, operating_params], + ) + + # TEST + assert "d_b" in discovered_graph, "Expected to find d_b in graph" + + correlation = sparging.all_correlations("d_b") + + flow_g_vol = discovered_graph.nodes["flow_g_vol"]["value"] + expected_value = correlation( + flow_g_vol=flow_g_vol, + nozzle_diameter=geom.nozzle_diameter, + nb_nozzle=geom.nb_nozzle, + ) + + assert discovered_graph.nodes["d_b"]["value"] == expected_value, ( + f"Expected d_b to be {expected_value}, got {discovered_graph.nodes['d_b']['value']}" + ) + + +@pytest.mark.parametrize("missing_param", ("nb_nozzle", "flow_g_mol", "n_gen_rate")) +def test_find_in_graph_unresolvable(missing_param: str): + """ + Test that find_in_graph raises an error when a parameter cannot be resolved. + """ + # BUILD + broken_geom = dataclasses.replace(geom) + broken_op_params = dataclasses.replace(operating_params) + empty_graph = nx.Graph() + to_find = str() + match missing_param: + case "nb_nozzle": + to_find = "d_b" + setattr(broken_geom, missing_param, None) + case "flow_g_mol": + to_find = "d_b" + setattr(broken_op_params, missing_param, None) + case "n_gen_rate": + to_find = "Q_T" + setattr(broken_op_params, missing_param, None) + # RUN + with pytest.raises( + ValueError, + match=f"Could not find path to required node '{missing_param}' in the graph or in the default correlations", + ): + find_in_graph( + to_find, + discovered_graph=empty_graph, + input_objs=[ + broken_geom, + broken_op_params, + ], # missing necessary parameters for d_b correlation + ) + + +@pytest.mark.parametrize("required_node", ("flow_g_mol", "non_existent_param")) +def test_check_input_none(required_node: str): + """ + Test that check_input returns None when the required node is not found in the graph. + """ + # BUILD + broken_op_params = dataclasses.replace(operating_params, flow_g_mol=None) + # RUN + result = check_input(required_node, [geom, broken_op_params]) + # TEST + assert result is None, f"Expected None for non-existent parameter, got {result}" + + +def test_check_input_unexpected_type(): + """ + Test that check_input raises an error when it finds a parameter in the graph but it is not a pint.Quantity or Correlation. + """ + # BUILD + broken_op_params = dataclasses.replace(operating_params, tbr=13) + # RUN + result = -1 + with pytest.raises( + ValueError, + match="In check_input: found result for 'tbr': but expected a Correlation or a pint.Quantity, got 13 of type ", + ): + result = check_input("tbr", [geom, broken_op_params]) + assert False, f"Expected ValueError, got {result}" + + +def test_correlation_group(): + """ + Test that CorrelationGroup __contains__ and __call__ behave as expected. + """ + # BUILD + corr_str = "dummy_corr" + corr_str_typo = "dummy_coor" + corr_str_wrong_type = ureg.Quantity(5, ureg.s) + + my_corr_obj = Correlation( + identifier=corr_str, + function=lambda: None, + corr_type="dummy", + input_units=[], + ) + corr_group = CorrelationGroup([my_corr_obj]) + + # TEST __contains__ + if corr_str in corr_group: # should be found + pass + if my_corr_obj in corr_group: # should be found + pass + if corr_str_typo in corr_group: # should not be found + assert False, ( + f"Expected '{corr_str_typo}' not to be found in CorrelationGroup, but it was" + ) + with pytest.raises( + TypeError, + match="Type not valid for correlation group membership check, expected str or Correlation, got ", + ): + if corr_str_wrong_type in corr_group: # wrong type, should raise TypeError + pass + + # TEST __call__ + correlation_found = corr_group(corr_str) # return a Correlation + assert isinstance(correlation_found, Correlation), ( + "Expected to find dummy_corr Correlation" + ) + + with pytest.raises( + ValueError, + match=f"Correlation with identifier {corr_str_typo} not found", + ): + corr_group(corr_str_typo) # non-existent correlation, should raise ValueError + + +def test_correlation(): + """ + Test Correlation raises an error when: + - providing wrong input (missing arguments/wrong dimensionality) + """ + + # BUILD + my_corr_obj = Correlation( + identifier="dummy_corr", + function=lambda a, b: a * ureg.s, + corr_type="dummy", + input_units=[ + "m" + ], # TODO should raise an error if input_units length doesn't match function arguments when constructing the correlation + ) + + # RUN + assert isinstance(my_corr_obj(a=5 * ureg.m, b=None), ureg.Quantity), ( + "Expected a pint.Quantity as output" + ) + + with pytest.raises(ValueError, match="expected a pint.Quantity"): + my_corr_obj(a=5, b=None) # wrong input type, should be a pint.Quantity + with pytest.raises(ValueError, match="expected dimensions"): + my_corr_obj(a=5 * ureg.s, b=None) # wrong units, should raise ValueError diff --git a/test/test_simulation_results.py b/test/test_simulation_results.py new file mode 100644 index 0000000..90f88ff --- /dev/null +++ b/test/test_simulation_results.py @@ -0,0 +1,68 @@ +from sparging import ( + LIBRA_PI_GEOM, + LIBRA_PI_MAT, + LIBRA_PI_OPERATING_PARAMS, + LIBRA_PI_SPARGING_PARAMS, + SimulationInput, + ureg, + Simulation, + SimulationResults, +) +import numpy as np +from pathlib import Path + + +def test_simulation_results_serialization(tmp_path): + # BUILD + my_input = SimulationInput.from_parameters( + LIBRA_PI_GEOM, + LIBRA_PI_MAT, + LIBRA_PI_OPERATING_PARAMS, + LIBRA_PI_SPARGING_PARAMS, + ) + + my_sim = Simulation( + my_input, + t_final=2 * ureg.hour, + ) + + res = my_sim.solve(fast_solve=True) + + # RUN + # serialization + path_json = Path(tmp_path).joinpath("results.json") + path_pkl = Path(tmp_path).joinpath("results.pkl") + res.to_json(path_json) + res.to_pickle(path_pkl) + + # deserialization + new_res_json = SimulationResults.from_json(path_json) + new_res_pickle = SimulationResults.from_pickle(path_pkl) + + # TEST + assert len(res.times) == len(new_res_json.times), ( + "JSON Times arrays have different lengths" + ) + assert len(res.c_T2_solutions) == len(new_res_json.c_T2_solutions), ( + "JSON c_T2_solutions arrays have different lengths" + ) + + assert np.allclose(res.times, new_res_json.times, atol=0), ( + "JSON Times arrays are not close" + ) + assert np.allclose(res.c_T2_solutions, new_res_json.c_T2_solutions, atol=0), ( + "JSON c_T2_solutions arrays are not close" + ) + + assert len(res.times) == len(new_res_pickle.times), ( + "Pickle Times arrays have different lengths" + ) + assert len(res.c_T2_solutions) == len(new_res_pickle.c_T2_solutions), ( + "Pickle c_T2_solutions arrays have different lengths" + ) + assert np.allclose(res.times, new_res_pickle.times, atol=0), ( + "Pickle Times arrays are not close" + ) + assert np.allclose(res.c_T2_solutions, new_res_pickle.c_T2_solutions, atol=0), ( + "Pickle c_T2_solutions arrays are not close" + ) diff --git a/test/test_solve.py b/test/test_solve.py new file mode 100644 index 0000000..665c5f5 --- /dev/null +++ b/test/test_solve.py @@ -0,0 +1,123 @@ +from sparging.model import Simulation +from sparging.inputs import SimulationInput +from sparging.config import ureg +import pytest +import dataclasses +from pint import DimensionalityError +import numpy as np + + +def get_standard_input(): + my_input = SimulationInput( + height=1.0 * ureg.m, + area=0.2 * ureg.m**2, + u_g0=0.25 * ureg("m/s"), + temperature=600 * ureg.celsius, + a=0.5 * ureg("1/m"), + h_l=3e-5 * ureg("m/s"), + rho_l=2000 * ureg("kg/m^3"), + K_s=1e-4 * ureg("mol/m**3/Pa"), + P_bottom=1.2 * ureg.bar, + eps_g=0.001 * ureg.dimensionless, + E_g=1e-2 * ureg("m^2/s"), + E_l=1e-1 * ureg("m^2/s"), + D_l=3e-9 * ureg("m^2/s"), + Q_T=1e8 * ureg("T/s"), + ) + my_input.signal_irr = lambda t: 1 if t > 1 * ureg.hour and t < 3 * ureg.hour else 0 + my_input.signal_sparging = lambda t: 1 + return my_input + + +@pytest.fixture +def standard_input(): + return get_standard_input() + + +@pytest.fixture +def standard_simulation(): + my_input = get_standard_input() # can't use standard_input fixture + return Simulation(my_input, t_final=6 * ureg.hours) + + +def test_model_solve_successfull(tmp_path, standard_simulation): + """ + Tests that `model.solve` runs without errors for a simple test case. Does not check results. + Also tests successful exporting results to yaml, json and csv files. + """ + + output = standard_simulation.solve(dt=0.05 * ureg.hour, dx=0.01 * ureg.m) + from pathlib import Path + + output.to_yaml(Path(tmp_path).joinpath("dummy.yaml")) + output.to_json(Path(tmp_path).joinpath("dummy.json")) + output.profiles_to_csv(Path(tmp_path)) + + +def test_model_solve_missing_input(standard_simulation): + """ + Tests SimulationInput raises error when a required input quantity is missing. + """ + # BUILD + del standard_simulation.sim_input.u_g0 # missing required parameter + + # TEST + with pytest.raises( + AttributeError, match="'SimulationInput' object has no attribute 'u_g0'" + ): + standard_simulation.solve(dt=0.05 * ureg.hour, dx=0.01 * ureg.m) + + +def test_model_solve_wrong_input(standard_simulation): + """ + Tests Simulation.solve() raises error when required input has wrong dimensionality + """ + # BUILD + standard_simulation.sim_input.u_g0 = 3 * ureg("m^2/s") + + # TEST + with pytest.raises(DimensionalityError, match="Cannot convert from"): + standard_simulation.solve(dt=0.05 * ureg.hour, dx=0.01 * ureg.m) + + +def test_model_solve_wrong_argument(standard_simulation): + """ + Tests Simulation.solve() can't be given a timestep without specifying the units + """ + with pytest.raises(AttributeError, match="object has no attribute 'to'"): + standard_simulation.solve(dt=0.01) + + +@pytest.mark.parametrize("case", ("nominal", "volume_change", "unormalized_profile")) +def test_source_T_normalization(case, standard_input): + """Tests that the source term is correctly normalized so that the total inventory after a fixed time is always the same + no matter the volume or the given profile function.""" + my_input = standard_input + my_input.signal_irr = lambda t: 1 + my_input.signal_sparging = lambda t: 0 + # BUILD + match case: + case "nominal": + pass + case "volume_change": + my_input = dataclasses.replace( + my_input, + height=1.1 * standard_input.height, + area=1.01 * standard_input.area, + ) + case "unormalized_profile": + my_input.profile_source_T = lambda xi: 3 + 3 * xi # not normalized + + t_final = 50 * ureg.seconds + my_simulation = Simulation(my_input, t_final=t_final) + + # RUN + output = my_simulation.solve(fast_solve=True) + + # TEST + Q_T = standard_input.Q_T + n_result = ureg.Quantity(output.inventories_T2_salt[-1], "molT2").magnitude + n_theory = (Q_T * t_final).to("molT2").magnitude + assert np.isclose(n_result, n_theory, atol=0, rtol=1e-2), print( + f"n_result = {n_result}, should be n_theory = {n_theory}" + )