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../figures/level2/nanosheared-electrolyte/minimization-dm.png :alt: Energy minimisation of the confined water and salt :class: only-dark @@ -665,11 +665,11 @@ System equilibration the distance between the two walls reduces until it reaches an equilibrium value. -.. figure:: ../figures/level2/nanosheared-electrolyte/equilibration-light.png +.. figure:: ../figures/level2/nanosheared-electrolyte/equilibration.png :alt: Plot showing the distance between the walls as a function of time. :class: only-light -.. figure:: ../figures/level2/nanosheared-electrolyte/equilibration-dark.png +.. figure:: ../figures/level2/nanosheared-electrolyte/equilibration-dm.png :alt: Plot showing the distance between the walls as a function of time. :class: only-dark @@ -814,11 +814,11 @@ Imposed shearing can be plotted. As expected for such Couette flow geometry, the velocity of the fluid is found to increase linearly along :math:`z`. -.. figure:: ../figures/level2/nanosheared-electrolyte/shearing-light.png +.. figure:: ../figures/level2/nanosheared-electrolyte/shearing.png :alt: Velocity of the nanosheared fluid :class: only-light -.. figure:: ../figures/level2/nanosheared-electrolyte/shearing-dark.png +.. figure:: ../figures/level2/nanosheared-electrolyte/shearing-dm.png :alt: Velocity of the nanosheared fluid :class: only-dark @@ -828,11 +828,11 @@ Imposed shearing along the *z* axis. The line is a linear fit assuming that the pore size is :math:`h = 1.8\,\text{nm}`. -.. figure:: ../figures/level2/nanosheared-electrolyte/density-light.png +.. figure:: ../figures/level2/nanosheared-electrolyte/density.png :alt: density of the nanosheared fluid :class: only-light -.. figure:: ../figures/level2/nanosheared-electrolyte/density-dark.png +.. figure:: ../figures/level2/nanosheared-electrolyte/density-dm.png :alt: density of the nanosheared fluid :class: only-dark diff --git a/sphinx/build/html/tutorials/level2/nanosheared-electrolyte.html b/sphinx/build/html/tutorials/level2/nanosheared-electrolyte.html index 98dc88ec..38d32301 100644 --- a/sphinx/build/html/tutorials/level2/nanosheared-electrolyte.html +++ b/sphinx/build/html/tutorials/level2/nanosheared-electrolyte.html @@ -758,10 +758,10 @@

    Energy minimization\(300\,\text{K}\).

    -Energy minimisation of the confined water and salt +Energy minimisation of the confined water and salt
    -Energy minimisation of the confined water and salt +Energy minimisation of the confined water and salt
    -Plot showing the distance between the walls as a function of time. +Plot showing the distance between the walls as a function of time.
    -Plot showing the distance between the walls as a function of time. +Plot showing the distance between the walls as a function of time.
    -Velocity of the nanosheared fluid +Velocity of the nanosheared fluid
    -Velocity of the nanosheared fluid +Velocity of the nanosheared fluid
    -density of the nanosheared fluid +density of the nanosheared fluid
    -density of the nanosheared fluid +density of the nanosheared fluid

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plt" + "import warnings\n", + "warnings.filterwarnings(\"ignore\")" ] }, { @@ -35,10 +36,8 @@ "level = path_in_folder.split(\"/\")[-2]\n", "tutorial_name = path_in_folder.split(\"/\")[-1]\n", "print(\"level:\" , level, \"& tutorial name:\", tutorial_name)\n", - "sys.path.append(git_path + \"/docs/sphinx/source/tutorials/figures/pyplot-perso/\")\n", - "from functions import complete_panel, save_figure, set_boundaries, \\\n", - " add_subplotlabels, set_boundaries, prepare_figure\n", - "from color_series1 import colors\n", + "sys.path.append(git_path + \"/docs/sphinx/source/tutorials/figures/pyplot-perso\")\n", + "from plttools import PltTools\n", "path_figures = current_path[len(git_path):] + '/'\n", "data_path = git_path + \"/docs/lammpstutorials-inputs/\" + level + \"/\" + tutorial_name + \"/equilibration/\"\n", "print(\"data path: \", data_path)" @@ -59,14 +58,14 @@ { "cell_type": "code", "execution_count": 4, - "id": "4cccee82", + "id": "8c109e34", "metadata": {}, "outputs": [ { "data": { - "image/png": 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"text/plain": [ - "<Figure size 1800x700 with 1 Axes>" + "<Figure size 1800x650 with 1 Axes>" ] }, "metadata": {}, @@ -74,9 +73,9 @@ }, { "data": { - "image/png": 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", "text/plain": [ - "<Figure size 1800x700 with 1 Axes>" + "<Figure size 1800x650 with 1 Axes>" ] }, "metadata": {}, @@ -85,29 +84,30 @@ ], "source": [ "filename = \"equilibration\"\n", - "for mode, mygray in zip(['light', 'dark'], [colors[\"mylightgray\"], colors[\"mydarkgray\"]]): \n", - " fig = prepare_figure(mode, transparency = True, desired_figsize=(18,7))\n", - " ax, n, l_tot, c_tot = [], 0, 1, 1\n", - " n += 1\n", - " ax.append(plt.subplot(l_tot, c_tot, n))\n", - " ax[-1].plot(time, distance, color=colors[\"myblue\"], linewidth=3)\n", - " complete_panel(ax[-1], r'$t ~ \\mathrm{(ps)}$', r'inter-wall distance (nm)',\n", - " legend=False, axis_color=mygray, xpad=8)\n", - " set_boundaries(plt, x_ticks=np.arange(0, 35, 5), x_boundaries=(-2, 32),\n", + "for dark_mode in [False, True]:\n", + " myplt = PltTools()\n", + " myplt.prepare_figure(fig_size = (18,6.5), dark_mode = dark_mode,\n", + " transparency = True, use_serif=True, n_line=1)\n", + " myplt.add_panel()\n", + " myplt.add_plot(x = time, y = distance, linewidth_data = 3,\n", + " marker = \"-\", data_color = 0, markersize = 12)\n", + " myplt.complete_panel(ylabel = r'inter-wall distance (nm)', xlabel = r'$t ~ \\mathrm{(ps)}$',\n", + " xpad = 10, legend=False, handlelength_legend=1)\n", + " myplt.set_boundaries(x_ticks=np.arange(0, 35, 5), x_boundaries=(-2, 32),\n", " y_ticks=np.arange(2.4, 3.21, 0.2), y_boundaries=(2.4, 3.2))\n", - " #add_subplotlabels(fig, ax, [\"a\", \"b\"], color=mygray)\n", - " save_figure(plt, fig, mode, git_path, path_figures, filename)" + " # myplt.add_subplotlabels()\n", + " myplt.save_figure(filename = filename, saving_path = './')" ] }, { "cell_type": "code", - "execution_count": 11, - "id": "efdd3196", + "execution_count": 8, + "id": "fec9cd23", "metadata": {}, "outputs": [ { "data": { - "image/png": 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"text/plain": [ "<Figure size 1200x500 with 1 Axes>" ] @@ -118,19 +118,18 @@ ], "source": [ "filename = \"equilibration-article\"\n", - "mode = 'light'\n", - "mygray = colors[\"mylightgray\"]\n", - "fig = prepare_figure(mode, transparency = False, desired_figsize=(12,5), serif=False)\n", - "ax, n, l_tot, c_tot = [], 0, 1, 1\n", - "n += 1\n", - "ax.append(plt.subplot(l_tot, c_tot, n))\n", - "ax[-1].plot(time[::6], distance[::6], \"o\", color=colors[\"unisoncyan\"], markersize=12, linewidth=3)\n", - "complete_panel(ax[-1], r'$t ~ \\mathrm{(ps)}$', r'$d ~ \\mathrm{(nm)}$',\n", - " legend=False, axis_color=mygray, xpad=8)\n", - "set_boundaries(plt, x_ticks=np.arange(0, 35, 5), x_boundaries=(-2, 32),\n", - " y_ticks=np.arange(2.4, 3.21, 0.2), y_boundaries=(2.38, 3.22))\n", - "#add_subplotlabels(fig, ax, [\"a\", \"b\"], color=mygray)\n", - "save_figure(plt, fig, mode, git_path, path_figures, filename)" + "myplt = PltTools()\n", + "myplt.prepare_figure(fig_size = (12,5), dark_mode = False,\n", + " transparency = False, use_serif=False, n_line=1)\n", + "myplt.add_panel()\n", + "myplt.add_plot(x = time[::6], y = distance[::6], linewidth_data = 3,\n", + " marker = \"o\", data_color = 0, markersize = 12)\n", + "myplt.complete_panel(ylabel = r'$d ~ \\mathrm{(nm)}$', xlabel = r'$t ~ \\mathrm{(ps)}$',\n", + " xpad = 10, legend=False, handlelength_legend=1)\n", + "myplt.set_boundaries(x_ticks=np.arange(0, 35, 5), x_boundaries=(-2, 32),\n", + " y_ticks=np.arange(2.4, 3.21, 0.2), y_boundaries=(2.4, 3.2))\n", + "# myplt.add_subplotlabels()\n", + "myplt.save_figure(filename = filename, saving_path = './')" ] } ], @@ -150,7 +149,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.11.6" + "version": "3.12.3" }, "vscode": { "interpreter": { diff --git a/sphinx/source/tutorials/figures/level2/nanosheared-electrolyte/equilibration.png b/sphinx/source/tutorials/figures/level2/nanosheared-electrolyte/equilibration.png new file mode 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as plt" + "import warnings\n", + "warnings.filterwarnings(\"ignore\")" ] }, { @@ -35,10 +36,8 @@ "level = path_in_folder.split(\"/\")[-2]\n", "tutorial_name = path_in_folder.split(\"/\")[-1]\n", "print(\"level:\" , level, \"& tutorial name:\", tutorial_name)\n", - "sys.path.append(git_path + \"/docs/sphinx/source/tutorials/figures/pyplot-perso/\")\n", - "from functions import complete_panel, save_figure, set_boundaries, \\\n", - " add_subplotlabels, set_boundaries, prepare_figure\n", - "from color_series1 import colors\n", + "sys.path.append(git_path + \"/docs/sphinx/source/tutorials/figures/pyplot-perso\")\n", + "from plttools import PltTools\n", "path_figures = current_path[len(git_path):] + '/'\n", "data_path = git_path + \"/docs/lammpstutorials-inputs/\" + level + \"/\" + tutorial_name + \"/minimization/\"\n", "print(\"data path: \", data_path)" @@ -64,20 +63,23 @@ "Time_1 /= 1000 # ps\n", "Time_2 /= 1000 # ps\n", "Time_1 -= 2\n", - "Time_2 -= 2" + "Time_2 -= 2\n", + "TotEng_0 /= 1000 # Mcal/mol\n", + "TotEng_1 /= 1000 # Mcal/mol\n", + "TotEng_2 /= 1000 # Mcal/mol" ] }, { "cell_type": "code", "execution_count": 4, - "id": "13687642", + "id": "63296135", "metadata": {}, "outputs": [ { "data": { - "image/png": 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"text/plain": [ - "<Figure size 1800x600 with 1 Axes>" + "<Figure size 1800x550 with 1 Axes>" ] }, "metadata": {}, @@ -85,9 +87,9 @@ }, { "data": { - "image/png": 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"text/plain": [ - "<Figure size 1800x600 with 1 Axes>" + "<Figure size 1800x550 with 1 Axes>" ] }, "metadata": {}, @@ -96,34 +98,37 @@ ], "source": [ "filename = \"minimization\"\n", - "for mode, mygray in zip(['light', 'dark'], [colors[\"mylightgray\"], colors[\"mydarkgray\"]]): \n", - " fig = prepare_figure(mode, transparency = True, desired_figsize=(18,6))\n", - " ax, n, l_tot, c_tot = [], 0, 1, 1\n", - " n += 1\n", - " ax.append(plt.subplot(l_tot, c_tot, n))\n", - " x = np.arange(-45000, -20000, 10)\n", - " ax[-1].plot(x*0+2, x, '--', color=colors[\"myblue\"], linewidth=3)\n", - " ax[-1].plot(x*0+6, x, '--', color=colors[\"myblue\"], linewidth=3)\n", - " ax[-1].plot(Time_0, TotEng_0, color=colors[\"myblue\"], linewidth=3)\n", - " ax[-1].plot(Time_1, TotEng_1, color=colors[\"myblue\"], linewidth=3)\n", - " ax[-1].plot(Time_2, TotEng_2, color=colors[\"myblue\"], linewidth=3)\n", - " complete_panel(ax[-1], r'$t ~ \\mathrm{(ps)}$', r'$E_\\textrm{tot} ~ \\mathrm{(kcal/mol)}$',\n", - " legend=False, axis_color=mygray, xpad=8)\n", - " set_boundaries(plt, x_ticks=np.arange(0, 10.1, 1), x_boundaries=(0, 10),\n", - " y_ticks=np.arange(-40000, -29000, 2000), y_boundaries=(-40000, -30000))\n", - " #add_subplotlabels(fig, ax, [\"a\", \"b\"], color=mygray)\n", - " save_figure(plt, fig, mode, git_path, path_figures, filename)" + "for dark_mode in [False, True]:\n", + " myplt = PltTools()\n", + " myplt.prepare_figure(fig_size = (18,5.5), dark_mode = dark_mode,\n", + " transparency = True, use_serif=True, n_line=1)\n", + " myplt.add_panel()\n", + " myplt.add_plot(x = Time_0, y = TotEng_0, linewidth_data = 3,\n", + " marker = \"-\", data_color = 0, markersize = 12)\n", + " myplt.add_plot(x = Time_1, y = TotEng_1, linewidth_data = 3,\n", + " marker = \"-\", data_color = 0, markersize = 12)\n", + " myplt.add_plot(x = Time_2, y = TotEng_2, linewidth_data = 3,\n", + " marker = \"-\", data_color = 0, markersize = 12)\n", + " x = np.arange(-45, -20, 10)\n", + " myplt.add_plot(x = x*0 + 2, y = x, marker= '--', data_color=\"autogray\", linewidth=3.5)\n", + " myplt.add_plot(x = x*0 + 6, y = x, marker= '--', data_color=\"autogray\", linewidth=3.5)\n", + " myplt.complete_panel(ylabel = r'$E_\\mathrm{tot} ~ \\mathrm{(Mcal/mol)}$', xlabel = r'$t ~ \\mathrm{(ps)}$',\n", + " xpad = 10, legend=False, handlelength_legend=1)\n", + " myplt.set_boundaries(x_ticks=np.arange(0, 10.1, 1), x_boundaries=(0, 10),\n", + " y_ticks=np.arange(-40, -29, 2), y_boundaries=(-40, -30))\n", + " # myplt.add_subplotlabels()\n", + " myplt.save_figure(filename = filename, saving_path = './')" ] }, { "cell_type": "code", - "execution_count": 5, - "id": "d27f7ac9", + "execution_count": 15, + "id": "d1cbece2", "metadata": {}, "outputs": [ { "data": { - "image/png": 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"text/plain": [ "<Figure size 1200x500 with 1 Axes>" ] @@ -134,24 +139,25 @@ ], "source": [ "filename = \"minimization-article\"\n", - "mode = 'light'\n", - "mygray = colors[\"mylightgray\"]\n", - "fig = prepare_figure(mode, transparency = False, desired_figsize=(12,5), serif=False)\n", - "ax, n, l_tot, c_tot = [], 0, 1, 1\n", - "n += 1\n", - "ax.append(plt.subplot(l_tot, c_tot, n))\n", - "x = np.arange(-45000, -20000, 10)\n", - "ax[-1].plot(x*0+2, x/1000, '--', color=colors[\"mylightgray\"], linewidth=3)\n", - "ax[-1].plot(x*0+6, x/1000, '--', color=colors[\"mylightgray\"], linewidth=3)\n", - "ax[-1].plot(Time_0, TotEng_0/1000, 'o', color=colors[\"unisoncyan\"], linewidth=3, markersize=12)\n", - "ax[-1].plot(Time_1, TotEng_1/1000, 'o', color=colors[\"unisoncyan\"], linewidth=3, markersize=12)\n", - "ax[-1].plot(Time_2, TotEng_2/1000, 'o', color=colors[\"unisoncyan\"], linewidth=3, markersize=12)\n", - "complete_panel(ax[-1], r'$t ~ \\mathrm{(ps)}$', r'$E_\\mathrm{tot} ~ \\mathrm{(Mcal/mol)}$',\n", - " legend=False, axis_color=mygray, xpad=8)\n", - "set_boundaries(plt, x_ticks=np.arange(0, 10.1, 1), x_boundaries=(0, 10.2),\n", - " y_ticks=np.arange(-40, -29, 2), y_boundaries=(-40.250, -29.750))\n", - "#add_subplotlabels(fig, ax, [\"a\", \"b\"], color=mygray)\n", - "save_figure(plt, fig, mode, git_path, path_figures, filename)" + "myplt = PltTools()\n", + "myplt.prepare_figure(fig_size = (12,5), dark_mode = False,\n", + " transparency = False, use_serif=False, n_line=1)\n", + "myplt.add_panel()\n", + "myplt.add_plot(x = Time_0, y = TotEng_0, linewidth_data = 3,\n", + " marker = \"o\", data_color = 0, markersize = 12)\n", + "myplt.add_plot(x = Time_1, y = TotEng_1, linewidth_data = 3,\n", + " marker = \"o\", data_color = 0, markersize = 12)\n", + "myplt.add_plot(x = Time_2, y = TotEng_2, linewidth_data = 3,\n", + " marker = \"o\", data_color = 0, markersize = 12)\n", + "x = np.arange(-45, -20, 10)\n", + "myplt.add_plot(x = x*0 + 2, y = x, marker= '--', data_color=\"autogray\", linewidth=3.5)\n", + "myplt.add_plot(x = x*0 + 6, y = x, marker= '--', data_color=\"autogray\", linewidth=3.5)\n", + "myplt.complete_panel(ylabel = r'$E_\\mathrm{tot} ~ \\mathrm{(Mcal/mol)}$', xlabel = r'$t ~ \\mathrm{(ps)}$',\n", + " xpad = 10, legend=False, handlelength_legend=1)\n", + "myplt.set_boundaries(x_ticks=np.arange(0, 10.1, 1), x_boundaries=(0, 10),\n", + " y_ticks=np.arange(-40, -29, 2), y_boundaries=(-40, -30))\n", + "# myplt.add_subplotlabels()\n", + "myplt.save_figure(filename = filename, saving_path = './')" ] } ], @@ -171,7 +177,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.11.6" + "version": "3.12.3" }, "vscode": { "interpreter": { diff --git a/sphinx/source/tutorials/figures/level2/nanosheared-electrolyte/minimization.png b/sphinx/source/tutorials/figures/level2/nanosheared-electrolyte/minimization.png new file mode 100644 index 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zmc4O<JuaMq7ms%o+g~-xdYJvrjcq{1MaoCNgI7rjO_{hU+d~^dbIDV|aNbC^vfmBi z_^(+%<l@q_=j`g%4gYf-=HZOkMwnYSBsf56>;EW$?WMBsoa5OhF#E={o!h5~eWRC~ nqXM^{F}=+_TQ~l9mhnT%So_S68!p4K%xR4DP4!AI*x&ts9oxIH diff --git a/sphinx/source/tutorials/figures/level2/nanosheared-electrolyte/shearing-pyplot.ipynb b/sphinx/source/tutorials/figures/level2/nanosheared-electrolyte/shearing-pyplot.ipynb index 7d7aab9b..018c6a8a 100644 --- a/sphinx/source/tutorials/figures/level2/nanosheared-electrolyte/shearing-pyplot.ipynb +++ b/sphinx/source/tutorials/figures/level2/nanosheared-electrolyte/shearing-pyplot.ipynb @@ -9,7 +9,8 @@ "source": [ "import numpy as np\n", "import sys, os, git, lammps_logfile\n", - "from matplotlib import pyplot as plt" + "import warnings\n", + "warnings.filterwarnings(\"ignore\")" ] }, { @@ -35,10 +36,8 @@ "level = path_in_folder.split(\"/\")[-2]\n", "tutorial_name = path_in_folder.split(\"/\")[-1]\n", "print(\"level:\" , level, \"& tutorial name:\", tutorial_name)\n", - "sys.path.append(git_path + \"/docs/sphinx/source/tutorials/figures/pyplot-perso/\")\n", - "from functions import complete_panel, save_figure, set_boundaries, \\\n", - " add_subplotlabels, set_boundaries, prepare_figure\n", - "from color_series1 import colors\n", + "sys.path.append(git_path + \"/docs/sphinx/source/tutorials/figures/pyplot-perso\")\n", + "from plttools import PltTools\n", "path_figures = current_path[len(git_path):] + '/'\n", "data_path = git_path + \"/docs/lammpstutorials-inputs/\" + level + \"/\" + tutorial_name + \"/shearing/\"\n", "print(\"data path: \", data_path)" @@ -57,29 +56,32 @@ "z /= 10 # nm\n", "velocity_water *= 1e5 # m/s\n", "velocity_solid *= 1e5 # m/s\n", - "velocity_ions *= 1e5 # m/s" + "velocity_ions *= 1e5 # m/s\n", + "\n", + "hs = 1.8e-9 # m\n", + "zs = np.arange(-hs/2, hs/2, hs/1000) # m\n", + "vs = zs * 20*2/hs" ] }, { "cell_type": "code", "execution_count": 4, + "id": "4101e26d", "metadata": {}, "outputs": [], "source": [ - "hs = 1.8e-9 # m\n", - "zs = np.arange(-hs/2, hs/2, hs/1000) # m\n", - "vs = zs * 20*2/hs" + "v_wall = np.mean(velocity_solid[(density_solid>0) & (z>0)])\n", + "z0 = np.linspace(np.min(z[(density_solid>0) & (z>0)]), np.max(z[(density_solid>0) & (z>0)]), 10)" ] }, { "cell_type": "code", "execution_count": 5, - "id": "7b18ded9", "metadata": {}, "outputs": [ { "data": { - "image/png": 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"text/plain": [ "<Figure size 1800x700 with 1 Axes>" ] @@ -89,7 +91,7 @@ }, { "data": { - "image/png": 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"text/plain": [ "<Figure size 1800x700 with 1 Axes>" ] @@ -100,38 +102,27 @@ ], "source": [ "filename = \"shearing\"\n", - "for mode, mygray in zip(['light', 'dark'], [colors[\"mylightgray\"], colors[\"mydarkgray\"]]): \n", - " fig = prepare_figure(mode, transparency = True, desired_figsize=(18,7))\n", - " ax, n, l_tot, c_tot = [], 0, 1, 1\n", - " n += 1\n", - " ax.append(plt.subplot(l_tot, c_tot, n))\n", - " ax[-1].plot(z[density_water>0.02], velocity_water[density_water>0.02],\n", - " 'o', color=colors[\"myblue\"], markersize=10, label=r'$\\mathrm{water}$')\n", - " ax[-1].plot(zs*1e9, vs, '-', color=colors[\"myorange\"],\n", - " linewidth=3, label=r'$\\mathrm{linear ~ fit}$')\n", - " #ax[-1].plot(z[density_ions>0.02], velocity_ions[density_ions>0.02], 's', color=colors[\"myorange\"], markersize=10, label=r'ions')\n", - " v_wall = np.mean(velocity_solid[(density_solid>0) & (z<0)])\n", - " z0 = np.linspace(np.min(z[(density_solid>0) & (z<0)]), np.max(z[(density_solid>0) & (z<0)]), 10)\n", - " ax[-1].plot(z0, z0*0+ v_wall, 's', color=colors[\"myblue\"], markersize=10, label=r'$\\mathrm{wall}$')\n", - " v_wall = np.mean(velocity_solid[(density_solid>0) & (z>0)])\n", - " z0 = np.linspace(np.min(z[(density_solid>0) & (z>0)]), np.max(z[(density_solid>0) & (z>0)]), 10)\n", - " ax[-1].plot(z0, z0*0+ v_wall, 's', color=colors[\"myblue\"], markersize=10)\n", - " complete_panel(ax[-1], r'$z ~ \\mathrm{(nm)}$', r'$v_x ~ \\mathrm{(m/s)}$',\n", - " legend=True, axis_color=mygray, xpad=8)\n", - " set_boundaries(plt, x_ticks=np.arange(-1.2, 1.3, 0.3), x_boundaries=(-1.3, 1.3),\n", + "for dark_mode in [False, True]:\n", + " myplt = PltTools()\n", + " myplt.prepare_figure(fig_size = (18,7), dark_mode = dark_mode,\n", + " transparency = True, use_serif=True, n_line=1)\n", + " myplt.add_panel()\n", + " myplt.add_plot(x = z[density_water>0.02], y = velocity_water[density_water>0.02], linewidth_data = 3,\n", + " marker = \"o\", data_color = 0, markersize = 12, data_label=r'$\\mathrm{water}$')\n", + " myplt.add_plot(x = z0, y = z0*0+v_wall, linewidth_data = 3,\n", + " marker = \"s\", data_color = \"autogray\", markersize = 12, data_label=r'$\\mathrm{wall}$')\n", + " myplt.add_plot(x = -z0, y = z0*0-v_wall, linewidth_data = 3,\n", + " marker = \"s\", data_color = \"autogray\", markersize = 12)\n", + " myplt.add_plot(x = zs*1e9, y = vs, linewidth_data = 3,\n", + " marker = \"-\", data_color = 1, markersize = 12, data_label=r'$\\mathrm{linear~fit}$')\n", + " myplt.complete_panel(ylabel = r'$v_x ~ \\mathrm{(m/s)}$', xlabel = r'$z ~ \\mathrm{(nm)}$',\n", + " xpad = 10, legend=True, handlelength_legend=1)\n", + " myplt.set_boundaries(x_ticks=np.arange(-1.2, 1.3, 0.3), x_boundaries=(-1.3, 1.3),\n", " y_ticks=np.arange(-30, 40, 10), y_boundaries=(-32.5, 32.5))\n", - " #add_subplotlabels(fig, ax, [\"a\", \"b\"], color=mygray)\n", - " save_figure(plt, fig, mode, git_path, path_figures, filename)" + " # myplt.add_subplotlabels()\n", + " myplt.save_figure(filename = filename, saving_path = './')" ] }, - { - "cell_type": "code", - "execution_count": null, - "id": "6f2f6000", - "metadata": {}, - "outputs": [], - "source": [] - }, { "cell_type": "code", "execution_count": 6, @@ -151,12 +142,12 @@ { "cell_type": "code", "execution_count": 7, - "id": "d9ae7bc3", + "id": "d725371c", "metadata": {}, "outputs": [ { "data": { - "image/png": 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UChnX//RP/1SS9JGPfEQNDQ3jlX7RaFQvvviiDh48mOqtpM2FCxfG/3706FG98MILqq+vH//for6+Xps3b9Yrr7yiffv2Gf83evHFF9O1XQAeZmr1GcxEq0/Xij+CPwAAAAAAkJ+6DPdFqouL0roHY/BHxR+Am6Q0+Kuvr1dLS4v6+/sd72tubpYkPfbYYzp48KBOnjypxx9/XLZt6/Tp03rqqae0dOlSPfPMM2pvb0/ltmZdOByWJD3//POqr6+/7cdu3rxZL7zwgmP98OHDs7I3ANkjkbQ1MJpwrGei1adb8NcTcwaTAAAAAAAAuS5p28YD0Wmv+CswVfw57ycByF8pDf527Ngh27b16KOP6syZM+Prr776qp566imFQiE9/PDDkqTa2lq98MIL6ujo0HPPPaelS5fKtm3t379fa9as0aZNm3TkyJFUbm/WhMNhhUIhNTU1TerjN2/erE2bNk1Ya2tro90nkOfcTmdlZMZfgIo/AAAAAACAMZFYXIn3u9jdrLo4vcFfGa0+AdxBSoO/9evX69lnn9WpU6f00EMPaenSpVq6dKm2bdsmSdq7d68qKiocn9fU1KSTJ0/q4MGD2rBhg2zb1qlTp7R161atXLlSu3fvVl9fXyq3mlJtbW3GuYa388gjjzjWxioHAeQnU5tPSarIQKvPkgK/Svx+xzrBHwAAAAAAyEfXXe6JpLvir8JQ8TcwOqqkIZQEkJ9SPuNvx44dOnr0qLZs2aJVq1Zp3bp12r59u374wx+qoaHhtp/b0NCgl156SWfPntX27dsVDAYViUS0Z88erVixQo2NjTpx4kSqtzwjY1V6piDvdu7UEhRA/om6nM4KZqDiT5KqipyBI8EfAAAAAADIR13DI8b1uWme8VdW6DyobUsaMoyPAZCfZuVu8qpVq4xz7CYrGAxq586d2rlzp/bv36+vfOUramtr0w9+8AMdO3ZMdXV1k26rOaa1tVXHjx/XE088Me19mYRCIZ09e1ahUGhKn1dXV+dYq62tTdW2AGShvphbq8/0V/xJN+b8XRocnrDWQ/AHAAAAAADykFcq/kwz/qQbI2RMbUAB5J+UV/ylWlNTk06cOKGjR49q48aNsm1bFy5c0K5duyRJ0Wh0wjxBN83NzeOfk2pTDf0kGef5TedxAOSOqEurz2AgQxV/hjl/PTHzHgEAAAAAAHJZ17A5+Ev3jL9yl3Cvjzl/AN7n+eBvzKpVqxxtQCXJtm099NBD2rhxow4ePOj6+RcuXEjTTifn1KlTE97etGlThnYCwCvcLtAqMnRay3RiLRKLazSZzMBuAAAAAAAAMsdU8VdgWQqmuVOTW/A3QPAH4H1ZE/yNGWsDeubMGT333HOqr6+Xbds6ffq0nnrqKS1dulTPPPOMWltbJ3ze6dOnx8NCL7h1f5/97GcztBMAXuG14M8048+W1EvVHwAAAAAAyDOmGX9ziwLyWVZa93G7Vp8AIM3SjL90aWpqUlNTk1pbW/WXf/mXevXVVyVJ+/fv1/79+xUMBtXQ0CBJamlp8VQrzRdffHH87w0NDaqvr5/2Y509e3ZKH7948WItXrx42s8HYHb0GVp9WpLKXC7oZtsclx71PSNxVad5cDUAAAAAAEAmmSr+5qa5zadEq08gF1y8eFEXL16c9MdPNQPK6uBvzFgb0Gg0qi996Ut6+eWXFYlEFIlEdPjw4Uxvz+HQoUMTZvzt27dvRo+3c+fOKX38H//xH+tP/uRPZvScAFIvarhAKy8sSPvJsTFVLsFft8swawAAAAAAgFx13Vjxl/6D0W4VfwOjiTTvBMB0vfLKK/qLv/iLWXv8rGv1eTs3twHdu3fveBvQMdFoNIO7+4UvfOEL439//vnnPVWJCCBzTCez0t0n/mZzAi7BX4zgDwAAAAAA5I9YMqmI4b6Nlyr++qn4A/C+nAr+brZ582YdOXJEe/fu9dRsv127dqmtrU2S1NjYqKampgzvCIBXmFp9Zmq+n2Se8SdR8QcAAAAAAPJL97D5Xki1S7ek2VRa4JepNxQz/gCMyYlWn7ezefNmNTQ0aM2aNRmv+GtpadGePXsk3Zjr98ILL6TkcXft2qUVK1ZM+uOZ7wd4k6niL6PBXyAgS5J9y3oPwR8AAAAAAMgjpvl+kjS3OP2tPn2WpbKCAkfQR8UfkD0ee+wxNTQ0TPrjz549O6WRbzkf/ElSKBTSpk2bdPDgwYztIRKJ6NFHH5Uk1dfX65VXXknZY69YsUIPPvhgyh4PQGaYW31m7se032cpFChUb2xiJWL3iLMyEQAAAAAAIFd1jTjn+0mZqfiTpPJCP8EfkMUWL148qwVaOdvq81bLli2bMO8v3R599FFFIhHV1dXp61//esb2AcCbErZtvECryOCMP0maY7iA7WHGHwAAAAAAyCPXXVp9zs1Q8FdW4DwoPkCrTwDvy4uKP+lGy8/6+vqMPPfWrVvV0tKiUCikI0eOKBQKZWQfALxrID7qaKkpScFAZn9MVwWcwSMz/gAAAAAAQD5xb/WZqYo/5/0iUycpAPkpb4K/2tpa1dbWpv15n3rqKR0+fJjQD8BtRV0uzjI5408yV/wR/AEAAAAAgHxyfdjZ6rPU71epofIuHUzBHxV/AMbkTavPTNi1a5cOHDgwHvrV1dVleksAPKovbp6bl+lWn1WG4G84kdTQaCIDuwEAAAAAAEi/LsMh6ExV+0lSuSFw7I9zrwbADQR/s2T//v3as2ePJOnrX/86oR+A23Jrx+DFij+Jqj8AAAAAAJA/TDP+MjXfTzIHf0OJhBJJ0yAZAPmG4G8W7N+/X08//bQk6eDBgxmbLQgge3g1+DPN+JOknhjBHwAAAAAAyH22batrxNnqc25xUQZ2c4Op1ack9dPuE4AI/lLu0KFDE0K/9evXZ3hHALKBV1t9UvEHAAAAAADy2WAioeFE0rFencmKv0K/cb3f5WA5gPyStuCvvb09XU+VMceOHdO2bdskSfv27SP0AzBpbn3YM13x5x78mYNKAAAAAACAXNJlaPMpZbbVZ5mh1adExR+AG9IS/EWjUa1Zs0bbt29Xa2trOp4y7VpaWrRlyxZJ0vPPP6/NmzdP+nMjkYja2trU1tamlpaW2doiAA9zuzArKzCf4EoXt+Cvh4o/AAAAAACQB64b2nxKUrUXW31S8QdAUtpKSWzb1qFDh3To0CHV19frs5/9rDZs2JCup59VbW1tevTRR8ff3r9/v/bv369oNDq+1tvbO/73SCTi+lihUEhnz56dlX0C8K4Bw4VZsd+nAl9mOzKXFfhV6LMUv2U4NK0+AQAAAABAPrjuwYo/tw5RVPwBkNIU/AWDQa1bt07Hjx+XdKM6buvWrQoGg/rsZz+rxsZGVVRUpGMrKdfW1qYNGzZMCPOo2gMwVaYLs3KXtg3pZFmW5gQCujo88XTbdYI/AAAAAACQB9zugVQXe6/Vp+lgOYD8k7ZSkldeeUUnT57U448/Ltu2Zdu2IpGIdu3apRUrVuiZZ57JujmAkUjEEfoBwHSYWjG4tW1It7mG1hVdw+Y2FwAAAAAAALnE7R5IVQYr/tzuGfUR/AFQGoM/SaqtrdULL7ygs2fP6tlnn1UoFBoPAffv3681a9aosbFRJ06cSOe2pi0cDk8p9AuFQsY/NyNEBPLTwGjCseZ2eivdagwn2Lqo+AMAAAAAAHnAVPFXGShUYQbHs7h1ieo33F8CkH8yclc5GAxqx44d2rFjhw4dOqQvf/nL4+0xjx07pmPHjqm2tlZPPvmktmzZkoktTkp9fb0uXryY6W0AyAFervirLnJW/PXFRzWSSKjI78/AjgAAAAAAANKjyzDjL5Pz/SSp2O+T37KUsO0J67T6BCClueLPZPPmzTpy5IiOHj2qjRs3jlcAhsNhPfXUU1q5cqV2796tvr6+TG8VAGaNecafN0K1uS49600XvgAAAAAAALnEVPFXbRiLkk6WZRnvG5nuLwHIPxkP/sasWrVKL730ks6ePavt27dPmAO4Z88erVixQtu3b1dra2umtwoAKWXbtvFEVplXKv7cgr8R5vwBAAAAAIDclbRtdRuCv0xX/ElSeWGhY83UUQpA/vFM8DcmGAxq586d6ujo0HPPPae6urrxEPDQoUPasGGDNm3alDVzAAHgToYSCSUN62792tPN1OpTkq5T8QcAAAAAAHJYJBZ3tNOU3A9Jp1N5oaHij+APgDwY/N2sqalJJ06c0N69e1VfXz8eAJ4+fVqPPfaY1q5dq4MHD2Z6mwAwI/1x8+Blz8z4c634I/gDAAAAAAC5y23MiRcq/soMB8Zp9QlA8njwN+ZOcwCXLl2q3bt3q729PdNbBYApG3C5KDNdwGXCXJeKv65hWn0CAAAAAIDcdd1lzMncDM/4k8wHxqn4AyBlSfA35tY5gMFgcDwE3LNnj9asWcMcQABZx+2izNSyIRMCfp9ChotJgj8AAAAAAJDLvFzxV0HFHwAXWRX8jRmbA3jmzBnXOYAbN27UkSNHMr1VALgjt4syr8z4k8wn2dwufgEAAAAAAHLBdZcxJ16Y8VdmOKQdT9qKJZIZ2A0AL8nK4O9mY3MAX375Za1bt248AGxpadHWrVu1cuVK7d27V319fZneKgAYuVX8mS7gMsV0QcuMPwAAAAAAkMu6DK0+CyxLwcLCDOxmIrcD41T9Acj64G/M+vXr9corr+jkyZN6/PHHxwPASCSiXbt2acWKFXrmmWeYAwjAc9xm/Hmp4q/aMOeveySmpG1nYDcAAAAAAACz77qh29HcooB8lpWB3UxkmvEnSX3M+QPyXs4Ef2Nqa2v1wgsv6OzZs3r22WcVCoXGQ8D9+/drzZo1amxs1IkTJzK9VQCQJPXHE8Z1twu4TDBV/CVsW72xeAZ2AwAAAAAAMPtMrT7neqDNpySVF/qN6wMEf0Dey7ngb0wwGNSOHTt05swZ7d27V/X19eMB4LFjx/TYY49p7dq1OnjwYKa3CiDPubVgKCswX8BlwlxDxZ8kdQ07W14AAAAAAADkguuG+x5u90jSjVafANzkbPB3s82bN+vIkSM6evSoNm7cOB4AhsNhPfXUU3rmmWcyvUUAecx0EqvY71OBzzs/ot2GVjPnDwAAAAAA5KJYMqmI4Z6NVyr+ylw6RfVT8QfkPe/cVU6DVatW6aWXXtLJkye1ffv28QDQZkYVgAwyncTy0nw/SaoppuIPAAAAAADkj27DfD9Jqi7yRvBXQcUfABd5FfyNqa2t1c6dO9XR0aGdO3dq2bJlmd4SgDxmOonlpfl+0o3B1SZdLhfBAAAAAAAA2axrxHzYea7L4eh0c7t3RMUfAG/dWc6A7du3Z3oLAPLcwGjCsVbmsYq/isICBXw+xZLJCetU/AEAAAAAgFx03WW8iVcq/txafZruMwHIL3lZ8QcAXpINFX+WZRnn/LldBAMAAAAAAGSz6y5djty6IqVbwOdTkc95e7+Pij8g7xH8AUCGmWf8+TOwk9szXdhS8QcAAAAAAHKR22HnuYaD0Zliqvqj1ScAgj8AyCDbtjVguCBza9eQSdWGHvZdVPwBAAAAAIAcZDrsXOr3q9RD41lMB8cHDAfMAeQXgj8AyKChREJJw3q5hy4ix9QYgr/B0YQGuaAEAAAAAAA5xlTx56VqP8k8KoZWnwDyJvg7fPiwHn/88UxvAwAm6I+bBy57bcaf5N7Dvsul5z0AAAAAAEC2Mt3v8Mp8vzGm+0dU/AHIm+AvHA6rubk509sAgAncLsbKPFjxV+1yqq1rhDl/AAAAAAAgd9i2reuG+x2mMSiZZOoYxYw/AHkT/F24cCHTWwAAB7eLsfJCZ4/2TKsuMl/cXqfiDwAAAAAA5JDBRELDCedwFq9V/JUZKv76R0dl23YGdgPAK/Im+Dt+/LiCwWCmtwEAE/S7VPx5ccafa8UfwR8AAAAAAMghbvc63O6NZEqF4f5R0paGEubRMgDyQ1ruLEejUW3YsCEdT2UUDodl27ZCoVDG9gAAJm4Vf6YTW5k2pyggS9KtZ8Zo9QkAAAAAAHKJqc2nJM116YaUKaYZf5LUH0+o1IOHygGkR1q++4PBoNra2mRZVkbLjKPRaMaeGwBM3Gb8ebHir8DnU2WgUD2x+IR1Wn0CAAAAAIBc4navY67HKv7KXO4f3bjf5K2QEkD6pK3V56ZNm2TbtizLysgfAPCi/ri59YLbia1MMw2x7hym4g8AAAAAAOSO6yMurT49NuOvwuX+UZ9LhykA+SFtwd8jjzwy/nfbttP+BwC8yG3GX1mBP807mRxTL/sul4thAAAAAACAbNTlcsh5jseCv7JC8/0jt/tNAPJD2kpKGhoaxv++b98+1dfXq7Kyclafs7e3V5J0+vRpPf3007T6BOA5A4YTWMV+nwp8aTuXMSXVhl72vSMxJZK2/D6qqwEAAAAAQPYzVfxVBgo9d7/GbVSM6X4TgPyRtuAvGAwqFAqpsrJSmzZtSttzSlJtba2OHTumgwcPpuV5AWCyTCewvDjfb4ypl31SUncsphpDG1AAAAAAAIBs02WY8WfqgpRpbqNiaPUJ5Le0HlFYvXq1QqFQOp9y3GxXFwLAdPQbLsS8Ot9PMlf8Se4tMAAAAAAAALJNp+E+x1yXeyKZ5FrxR6tPIK+lNfirr6/PWPBXW1vLrD8AnjMwmnCslXm44s/tdJvpJBwAAAAAAEC2GU0m1W1o9VnjwYo/t3tIpoPmAPJHWu8uP/vss+l8ugmamprU1NSUsecHAJOsq/hzuci9PkLFHwAAAAAAyH7dIzGZyke8OOLE77NU6vdrMDHxYHm/4aA5gPzhrWmkAJBnzDP+/BnYyeRUu1zkdlLxBwAAAAAAcsA1l3EmXgz+JPMBcir+gPyW9cFfX1+f+vr6Mr0NAJgy27Y1YLgQK/NwxV9ZQYFK/M5g8joz/gAAAAAAQA4wzfeTpHkEfwCyhHfvLrs4fvy4Dh06pO985zuKRqMT3hcMBvXwww9r8+bNWrduXYZ2CACTM5RIKGlYdxvM7BXVxQG1DwxNWOsy9L4HAAAAAADINm5djWpKvBn8lRk6R5k6TAHIH1lT8dfa2qqNGzdqy5YtOnDggCKRiGzbnvAnEonowIED2rJli9atW6cjR45ketsA4Ko/bu637uUZf5I0t8g556+LVp8AAAAAACAHdA6ZK/7cxp9kGhV/AG6VFcHfgQMHtGHDBrW0tIyHfJZlGf9IN9rnXbhwQVu3btUzzzyT4d0DgNmAy+mrMs9X/DkvdK+PjMi2TaOvAQAAAAAAsoep1WdloFABnzdvpZs6R1HxB+Q3b/60usnhw4f19NNPOwK/W6v9bv4zxrZt7d+/X42NjRn8FwCAmdvpq/JCZ4sGL6k2VPwNJ5IaGDVXMAIzNZpM6vXObn0nfElne6OEzAAAAACAWXPNEPzVeLTaTzJX/A2OJpTgtTOQtzxdVhIOh7Vt27bxSj5J4zf7GhoaVF9frwceeEDBYFBVVVVqa2tTOBxWT0+PmpubxysEjx07pt27d1P9B8BT3E5feX3G31yXi93O4RHPtylFdknatpqvdOn/eadNFwd/MVdyYUmxfn3RPP36onlaUlaSwR0CAAAAAHKNqeLP08Gfy32kwdFRVRQWpnk3ALzA03don3766fG/27atUCikZ599Vg8//LCCwaDj41etWjXh7dbWVv3lX/6lXn31Ve3Zs0ePPPKIVq5cOev7BoDJcKv4K/N4eFZT7Kz4k27M+VteUZbm3SAX2batn1zv1X99+4LeifY73n95aFj7z4W1/1xYHwxV6NcXzdPHF1arMmD+2gQAAAAAYDJiyaR6Y3HHutu9EC9wO4TdHyf4A/KVZ1t9hsNhNTc3j7f1/MxnPqMzZ86osbHRGPqZrFq1Si+99JJefvll2batL3zhC7O8awCYPLfWmF6v+HMbZn19xDz8GpiKN3qjeupHLXrmx63G0O9Wb0b69OU3zunxf35d3zjfkYYdAgAAAABy1XVDtZ/k8Yo/1+CPkSxAvvJs8Hf48OHxvz///PMzatO5fv16Pffcczp27Jja29tTsT0AmLEBt1afHq/4m2uY8SfdqPgDpms4kdBzp97Uv3/tlH7eHZny58dtW//lrfN67dr1WdgdAAAAACAfmOb7SR4P/lwOkLuNmAGQ+zwb/B07dkyWZamxsVGNjY0zfrympiYFg8EJgSIAZJJrq88Cf5p3MjVVRQH5LOd6FxV/mIG/euu8/vFy54wfZ9+b5zWaTKZgRwAAAAAyaWB0VP+j7ZK+2PK2/vp8h3pGOGyK2dfpcqh5Xol3g7+yQvN9JLf7TgByn2eDv3A4LEnauXNnyh5z3bp1OnbsWMoeDwBmwnTyqtjvU4HPsz+aJUl+y9Icwyy161T8YZo6Bgb1nfbLt/2YBSVF+nf3LdfaeXNVYBmS57HHGhzSoTs8FgAAAADviiWT+uaFi/rDH/xIX37jnL578apeeuu8mn7wI/1fZ95Rx8BQpreIHNY5lH0Vf25z/Kj4A/KXZ/vJtbW1af369aqoqEjZY1ZWVqq1tTVljwcAMzFgOHnl9fl+Y6qLi9R1y2lLKv4wXf/PO21K2ub3VQYK1Xh3rTYuXaCAzyctl6KxuH5wpUvfu3hVb0T6HJ/ztXfD+vVF8xhiDgAAAGSRpG3rny936r+906YrQ8OO98eSSR1uv6JX269o7fy5+r3lS7SiMpiBnSKXdRpafVpyH3viBeUunaOo+APyl6fvMNfW1qb08Xp7e9Xb25vSxwSA6eofdQ5Z9vp8vzFziwPSLWPYmPGH6Xgr0qdjV7oc6wWWpaZ7avU7dYtVcsuLmGCgUA/XLtTGpQu04+TP9F7fwIT3R+Ojevlcu7Z98K5Z3TsAAACAmbNtWz/u6tVX3z6vc7dc2xs/XtLxq9d1/Op1raoK6t/dt5wAECljCv6qigKe7s5U5nIvaYCKPyBvefYnVl1dXcpDuuPHjysajab0MQFgukwnr8qypOKvpsjZ4qI3FleM2WqYov/69gXj+ualC9V4d60j9LuZ37K07b7lxvd9q+2SLg3SAggAAADwstFkUv/Hz9/Usz9pnVTod6vWnqj+5385pTd6ud+H1DAFf/M83OZTkkr9fuNN/j4q/oC85dngr7a2dnzOXyocPnxYkUhEwSAngAB4g+nkVVZV/Bl0U/WHKfhpV49+er3XsV7s9+nxu5dO6jE+Ul2lB2uqHOtx29ZfvXVhhjsEAAAAMJv+5sJFNV91dgCZiqQtfdXlQCEwVabgr8blHohXWJZlrPozjZgBkB88G/w1NDSopaVFHR0dM36saDSqp556SpZlqa6uLgW7A4CZM1X8ufVl95pql9NuzPnDZCVtW3/l8uL8d5ctUdUU5idsvW+5fJZzvflql1p7Is53AAAAAMi4gdFRfeP87e/7fSBYrp0PfFAblixQoWW46H/fqe6I3ux1zv8GpmI4kVDUcK+mxuMVf5JUbuggZRoxAyA/eDb427x5s2zb1rZt22b0OO3t7dqwYYMikRs3/h555JFUbA8AZsS2bfUbKv7c+rJ7TbVLKHOdij9MUvOVLr0T7XeshwoL9LvLF0/pserKy7Rp6ULj+/a9eV5J257WHgEAAADMnm+1XXJtRbiotFg7H/igXvzYh/TxhTX641Uf0Nd+9UE9dtdSY8AhSd843z6b20Ue6DJU+0lZEvwZ7ifR6hPIX54N/mpra7Vx40adOnVKmzZtmlbl3+7du7VmzZoJLUM3bdqUym0CwLQMJ5JKGrIItxcwXlPt0uaia4TgD3c2mkzqv75zwfi+x++undasyz+4p1alhorZNyN9+v7lzik/HgAAAIDZMzg6qr+5cNH4vq33LddfrfslfXxhjXw3VfnNLQ7o0/cu039f/1GVGa79j1+9ro4B5nxj+q65BX8l2Rn8mUbMAMgPng3+JGnnzp2SpNOnT+tjH/uYtm/fruPHj6u93XyCp729Xa+++qqeeOIJLV26VHv27JFt27JtW5ZlqbGxUUuXTm5mEADMJlO1n5RFM/6KXFp9ulwkAzc70nFVlwaHHesLSoq0udZcuXcnlYGAHr/L/Dv+q29f0EiCFicAAACAV3yr7bKxGunDcyv1e8uXqNDnfssyGCjUw4aOH7akv7kw85FByF+dQ+bDzFlR8WcIw00jZgDkB0/fYa6rq9PevXv1xBNPyLIsHTp0SIcOHZrwMcFgUNKNOX43s99v62W9fzKotrZ2PEgEgExzu/iaTqVTJpQU+FVeUOAIMAn+cCfDiYT2n2szvu8P7qlT4DYv8O/kU3WL9Z3wZV295evw2vCI/u7CJW25m8M/AAAAQKYNjo7qr10Cut+/u3ZSj/HbdYv1txcuKn5LW//vXryqP7inTnOmMDMcGNOZxa0+TaNjCP6A/OXpij/pxqy/5557bjzIG6vgG/sTiUQUiUQc65ZlybIs2batYDCoV155RRUVFRn+1wDADW7tFsoLnSe0vMrU7pNWn7iTb164pO6RuGN9eXmpPrFo3oweO+D36f9333Lj+/76QoeGGGwOAAAAZNy3w+Zqvw/NCal+TmhSjzG3OKDfWDzfsR5P2vofbZdmvEfkJ9NhZp+lrAiSKwwHyUeSScWSyQzsBkCmeT74k6SmpiYdOXJkvE3nWKh3uz9jAWBDQ4N++MMf0uITgKe4nbrKlhl/kjTXcOHbNUzwB3eDo6P6+nlzu+5P37tc/pvmd0zXry6o1v0h50GfvviojnRcmfHjAwAAAJi+wdFR/fV5l2q/e+qm9Fi/t2yxTK8gvhO+rEFmm2EaTDP+5hYVpeS16mwzVfxJ0gBVf0BeyorgT5Lq6+t18uRJPffcc1q1apWjwu/WPw0NDTp69KgOHjw43g4UALyi36XyyO1CzYuqDa0uro+MjFdoA7d67Vq3Bgxf+/VVQT1YU5WS57AsS//Opervby5cVJzTjgAAAEDGfDt8WVGXar/Vk6z2G7O0vFRr5s91rPePjurVdg79YepMrT6zoc2n5H6Q3K3jFIDclj13mN/X1NSkpqYmRaNRnTp1SuFweHy+X21trerq6rRq1aoM7xIAbi8XKv5MrT7jSVu9sbiqsqANBtLv5LXrxvU/unfZ+EzeVKifE9LKyqDO9E6c/9s5PKJ/vtyp3zK0BAIAAAAwu4ZGE67Vfk33TG62363+zfIlOnHV+Trj79ou6l/XLVLhDGaII/+Ygr95hnsfXlThcpDc1FYXQO7LnjvMtwgGg2poaMj0NgBgWtxn/GXPj+V5xcXG9WvDIwR/cIglk/pRZ49jfUlpiVZVTe1k72Q8etcS/a8/PetY//p77fqNRfPky4JWLQAAAEAu+Vb4krHa74E5IT0wp3Jaj7miMqj6qqBaem499Bfj0B+mZHB01NihJlsq/tw6SPXHmXUP5COOvQBABrhV/JUV+NO8k+lbUGK++L0yNJzmnSAbnLreq8GE8wWHqTVPKvxyzRwtKy91rIcHhvRaZ/esPCcAAAAAs6HRhP7Gbbbf3dOr9hvz6PKlxvW/Pt+hJKMoMEmmaj8pe4I/Wn0CuFneBH+HDx/W2rVrM70NAJB0Y+bArYr9PhVkURuS+SXmir+rQ+aLZeQ3tzafa+bNTvDnsyz9m+VLjO975Vw7sygBAACANPp2+JIibtV+cytn9Nj/qqbKeOjvQv+gsesIYHJtKGZcr86W4K/QfJCcVp9AfsqeO8wzFA6HFQ6HM70NAJAkDRguvLJpvp8k1ZQUydQskYo/3Cpp2/rhNWeVXWWgUB+srJi15/21hTWaZ3iR9kakz9EKCAAAAMDsuN1sv5lW+0m3P/T39fPtM3585IeuEfMh5nku3Y68pryg0LhOxR+Qn/Im+Ltw4YKCwWCmtwEAkqR+Q9/4bJrvJ0kBn09zDbP8rhL84RZvR/p1fcR5evJX5s2RfxZn7RX4fPrdZYuN7+MGAAAAAJAer3ZcMVb7ra6aebXfmI8vrFFNsfP1aUtPVNd4jYpJ6HTpXpQ1rT5dKv7cRs0AyG15Efz19fXp+PHjmd4GAIwzXXiVZVnFn2Ru90mrT9zKrc3n2llq83mzh5YsUNAQqr/e2aP3+gZm/fkBAACAfBZLJPUNt2q/e2Ze7Tem0OfT79SZD/39uIt2n7gz04y/AstSZcBcSec1AZ9PhYaDtaZRMwByX9bcZX711Vd17NgxhcNhtbW1qbe3d9KfG41GZdu2rFmsKgCAqTC1Wsi2ij9JWlBSpDO9E9euDg3zMxcTmIK/Yr9PH07R6d7bKSnw67frFun/fdfZ7vvr77XrmQc+OOt7AAAAAPLV0YtX1G3o/rGyMqgH5oRS+lwfX1ijfW+dd6z/uKtHG5cuTOlzIfdcMwR/1cVF8mXJvQ3LslReWKCeWHzCOhV/QH7y/F3m48eP6+mnn54wn8+27QzuCABmzlzxZ27L4GWmir/hRFKReFyVAWebFeSfiwNDausfdKz/UnWVivzp+Zr/17WL9I3zHRpOJCesf/9Kp/7tB5ZpYanz6xgAAADAzMSTSX39PXO1X+PdtSk/LFpdXKTl5aU6f8vrj59e71Uiacvvy44AB5lhqvgztY/1MoI/AGM8Hfw1Nzfr8ccfl/SLsM+yrGldGORyWPjpT39aAcMN9q1bt2rbtm0Z2BGA27Ft29hqoSwLK/5MwZ90o90nwR+kzLb5HBMMFGrjkgX6u7ZLE9aTtvQ3Fzr02RX3pG0vAAAAQL74h0vXjFVU9wbL9dHqyll5zo9WVzmCv4HRhN6M9GllVXBWnhPZz7ZtY/A3L0vm+40xjZAZGE1kYCcApmvfvn166aWXHOuxmLN6/nY8e5c5Go3qiSeeGG8XZ1mWbNvO6QBvurq7u43r/f39ad4JgMkYTiSVNPwoK8/KGX/mi+ArQ8O6L1SR5t3Ai0zBn8+SfrlmTlr38f9ZtkTfCl9W4pbriKMdV/X799QSVAMAAAAplEjaeuW9duP7ZqPab8xHq6v01xcuOtZ/3NVD8AdX/aOjjg4x0o0q0mxiGiHTR8UfkFX6+/t15cqVGT+OZ+8yv/jii4pEIuMXArZtq76+Xk1NTXrggQdUW1urYJBf2JI0Z84cY8VfeXl5BnYD4E7cBitn44y/21X8Ab2xmM72RB3rqypDCqZ5QPq8kiJ9YmGNvnfp2oT1WDKp71/u1G/XLU7rfgAAAIBc9s9XOnVpcNixfldFmX5l3uwdAlxVFVKRz6eR5MQQ58ddPfrDD9TN2vMiu3UOmytparIt+DNW/BH8AdmkvLxcCxYscKzHYjHXAjATz95lPnz48HiVn2VZ2rdvnzZt2pTpbXnSV7/6VT344IOZ3gaASXLrr16ehTP+5t2m4g947Vq3nGcmpbXz09fm82aP3rXEEfxJ0j9dIvgDAAAAUiVp23r5XNj4vsfvWirfLFX7SVLA79PqOSH9qKtnwvrbkT5FY/G0H0BEdjC1+ZSkGpd7Hl5VXui8r9QfHx2/vw7A+7Zt22Yc3/b666/rU5/61KQfx5fKTaVSW1ubpBsz/Xbu3EnoByBnuJ22ysYZfwGfT3OLnBXHVwn+IPf5fh9L43y/m9WVl2llpbNbwBuRPl0eHMrAjgAAAIDc03y1S+0DzuvrpWUlWregetaf/6PVVY61pKSfXe+d9edGdup06VqUbTP+TBV/o7btqIAFkPs8G/xJGp/n19jYmOGdAEDquFf8ZV/wJ5nbfdLqE8OJhH7a1etYv6uiTAtLzS1i0+ETi2qM6/90uTPNOwEAAAByj23bevmcebbflruWyp+GqiNT8CfdaPcJmLhW/GVb8OdyoNztPhSA3OXZ4K++vl6SFAwGVVFRkeHdAEDq9I8mjOvZOONPkhYYWl9cHRoeP7yB/PSTrh7jqcKPzeI8j8lYv6BaPsO9hn++3MnXLAAAADBDP+zs1nt9A471hSXF+sTCeWnZw9KyEmOl1o+7erjmh5Ep+Av4fApm2X0agj8AYzwf/EWjUfX19WV4NwCQOm4XXGU5VPE3nEgqEo9nYDfwipPXzAOH12SozeeYykBAvzTXeQK4rX9Q5/sHM7AjAAAAIDfYt5nt99hdS+U3ncCbBZZlGav+ukZiauOaHwam4K+muCjr5uK5dZLqdxk5AyB3eTb4+7M/+7Pxvx8/fnzGj9fc3Kwnnnhixo8DADPlNuPPNIQ5G5gq/iTafeazRNLWa4b5fjXFAX0gWJ6BHU30iUXmk8b/dOlamncCAAAA5I6fd0f0VqTfsV5TXKTfXJyear8xtPvEVFwzBn+BDOxkZsqo+APwPs8Gf8FgUM8995xs29auXbtm/Hitra06fPhwCnYGADOTDxV/knRlaDjNO4FXnOmNKmr4Ov/YvLmeODG5Zt4cFfmcl0D/fLlTSVr/AAAAANPyfZe52Y8uX6JCw/X3bPrw3Epji3+CP9zKtm11Dccc69k230+SKtyCP5eRMwByl2eDP0lqamrSs88+qwsXLmjv3r0zeqyeHn6xA/AGU4uFYr8v7S+EUsUt+LtGxV/e+qGh2k/KfJvPMaUFBcZZg9eGR3S2N5qBHQEAAADZLWnbeq3T+TqgMlCoh5bMT/t+ygsL9MFQ0LHe0hPVSIIQBL8QjY8qZphPn43Bn9uBcir+gPzj+bvMO3bs0OOPP65du3bNKPxrbm5WMOj8hQ8A6TZguODK1mo/SZrn0uqTir/8dbo74lgrK/Br9ZxQBnZj9msLXdp9upxSBgAAAODurUifukecc97XzpurIn9mxlp8tLrSsRZLJnW6m8N++AXTfD8pO4M/txEyBH9A/smKO80vvPCCDh8+rF27dulLX/qSHnjggUl/bm9vr9ra2hSJRBQKeeeGI4D8ZWqxUO7SjiEbBHw+zS0K6PrIxNYYzPjLTyOJhM71DTjWPzSn0lNVrR+tqVJ5QYGjAvfY5U7t+OBdKvDQXgEAAACvO3mt27j+sQx2/fhodZX+33fDjvWfdPXoX9WYZwAi/5jm+0lSjcshZy8rd6v4M3SeApDbPH+nubW1Vdu2bVM0GpVt24pEImpubp7059vM6gHgMaaTVtlc8SfdaPfpDP6o+MtH70T7lTD87r2/siIDu3EX8PnUsKBaRzquTFiPxEf10+u9erDG2QoUAAAAgNlrhnb/xX6fPjy3Mv2bed+9oQpVFBao75bX4D++zjgg/EKny6HleVlY8Vfg86nY79NwYmLrUlPnKQC5zdPH2Zubm7VhwwaFw2HZti3LsmRZhsm8t3Hz50SjlPIDyLwBw0krt3YM2WKB4STclaFhDl/kobO9fcb1FZXea7f9iYU1xnXafQIAAACTd2lwSBf6Bx3rv1RdpYA/c7ce/ZaljxiCx7b+QWbSY1wutfqUzFV/VPwB+cezwV80GtWWLVvGbxqPhXe2bU/rDwB4haniz60dQ7aYX1LsWBtOJBXlVFneeaPXecjGb1m6N1Segd3cXv2ckOYWBRzrJ652aTjhbMkLAAAAwOmHLm0+12SwzeeYj1abW3r+hKo/vM8U/BX7fSoryM4D2qZRMsz4A/KPZ+80v/jii5ImBn6hUEiNjY164IEHVFdXN+nH+vnPf67Pf/7zs7JPAJgK27aNJ63KsnjGn2Su+JNuVP2FAoVp3g0yxbZtY8Xf3RVlKvJ770WT37L08YU1+tsLFyesDyeSeu1atz7uUhEIAAAA4Bd+aGjz6ZP0yx5on/9LLsHfj7t6tGHJgjTvBl5kCv5qioum3HXOK4zBHxV/QN7x7J3m5uZmWZY13uJz586d2r59+7Qea9WqVTp9+rQOHjyY4l0CwNQMJ5JKGoqQc7HiT7ox5+++kLdmu2H2XBseUfctsx4l7833u9knDMGfJP3z5U6CPwAAAOAOorG4WnoijvWVVUFPHAKtKS7SsvJSRyvSn13vVcK25c/ScAep0znsfA2brW0+JZdWn3E62gD5xrOtPsPhsKQbFX87duyYdug3prKyMgW7AoCZcTtlZTqRlU3cgz/mJuSTN7Jovt+YDwTLtbi0xLH+eme3+uLxDOwIAAAAyB6vd/UYD7d+zANtPseYqv764qN6K2J+/YL8kbRtdRkq/uZlcfBn6ihFq08g/3g2+ItEIuOz+Z588skZP15lZSWz/gBknNvFVnmW9o4fM+82rT6RP84a5vtJ0v0eDv4sy9InDJV9o7at5ivOlkUAAAAAfuHkVfM1s5eCP7c5fz+73pvejcBzemNxjRruF2dzxV+FoeJvYHRUSe6LA3nFs8Hf2Ay/YDCoioqZtwjbsWOHzp49O+PHAYCZGHCp+Mv2GX8Bn09ziwKOdSr+8oup4q8yUOg6A9Irfs2lpeeRjitp3gkAAACQPWLJpH7c1eNYX1pWoiVlzq4ambK6KqSAz3kL9E2XjiXIH9dc7lnUePw17O2UFToPltuShkZp9wnkE88Gf6tWrZIkRaNR9fWl5hdxMOjdigMA+cG94i+7gz/J3O7zKhV/eSOWSOrdaL9jfUVl0PND0ZeWl+oDwXLH+puRPtcqRgAAACDfnbreq6GEM0xY46FqP0kK+H26J1jmWH872kd3sDx3aXDIuD4/iyv+3O4vuY2eAZCbPBv8Pfvss+N/P3Xq1Iwfr729XcePH5/x4wDATPS7nLDK9hl/koxVXVeGhnkhlSfeifYbW6TcXznzqv102LBkvnH97y5cTPNOAAAAgOzww2vdxnUvtfkcc2/I+bqkeySurpFYBnYDr7joEvwt9lDF6lS53V/qY84fkFc8G/zV1dVp+/btsm1bX/nKV2b8eIcOHdKWLVtSsDMAmD63ir+yHK34G04kFeXiMi+4z/fLjuDvNxbNV4XhBVLz1S5do3IVAAAAmMC2bf3wmnO+X2WgUB/04GuA+wzBnyS9FaHdZz67OOAM/gp9VlbP+HML/ga4NwPkFc8Gf5K0c+dOPf744zp27JiOHDkyo8fq6XH2HAeAdHOb8Vdu6MGebdzmuF0hNMkLpvl+Pku6N+i9F/0mJQV+bVyywLGetKVvhS9nYEcAAACAd70T7TdWy/1KzRz5Pdjq/z5Da39JeiviHFeA/HFx0Hm/YlFpiXwe/BqeLFp9ApA8HvxJ0gsvvKANGzZo69atMwr/WlpamPEHIOPyreJPYs5fvnjDUPF3d0W5SgqyJ9R+pHaRfIbXd6+2X2EQOgAAAHCTk4ZqP0n62HzvtfmUbrRuLDW8Nnmbir+8Zmr1ubg0e9t8SrT6BHCDZ+807969W5FIRJI0Z84c2batrVu3qr6+XqtXr5704/T29iocDuv06dMKhUKztV0AmBTTCativ0+FPs+fw7gj9+BvJM07QbpdGxoxnvb1Youf25lXUqT182v0/SudE9b7R0f13YtX9a/rFmVoZwAAAIC3mOb7Ffl8+sjcyvRvZhJ8lqV7g+X6eXdkwvrbkX7Zti0riyu8MD3RWNwYhi0uNd/byBZuFX8DHGYF8opng79jx46ptbV1/G3LsmTbtk6fPq2WlpZpPWY0ap4/BADpYuqpngvVftKN0MSEVp+5742I+ffrisrsq7T/nWWLHMGfJH2z7ZIerl2Y1S1fAAAAgFS4Mjis9/oGHOsfqa5Usd+7HT/uC1U4gr/+0VFdHBzWkrLsrvLC1HUYqv2kG9Wh2cyt4s+tAxWA3OTZEpPGxkbZti1J4/+1LIsTOACyWr/hhJXbRVm2Cfh8mlsUcKxT8Zf73ugxt8dZkWUVf5J0f2XQuO+Lg0N6vdN5qhkAAADIN691urT5nOfNNp9j7guZX5/Q7jM/XRxwCf6yvNVnaYFfprvnzPgD8otng79HHnlk/O9j1X4z+QMAXmA6YZUrFX+Sud0nM/5y31nDfL9QYYEWurR/9brfqVtsXP+7tktp3gkAAADgPScNbT4tSb9SMyf9m5mC+0LlxvW3CP7ykmm+n5T9FX8+yzLeZ6LiD8gvnr3bHAwGVV9fr5aWFtXV1ampqUnBYFCVlZVTepze3l6dPn1aBw4cmJ2NAsAUmC60ygu92wplqhaUFOls78S1K0PDzEzIYbFkUu9G+x3r91cGs/b/83XzqzWvuEjXhidWq/7seq/e6xvQXRVlGdoZAAAAkFm9sZhOdfc61u+vrFCVoQOMl9QUF6kyUKjeWHzC+lsR5+sZ5L6LA85DykUunYyyTXmh31HhR/AH5BfPBn+SVF9fr9bWVr3yyitaunTptB+nsbFRPT09OnLkSAp3BwBTZ2qtUFFYmIGdzA5Txd9wIqlofFShQO78O/EL70b7FTdU1mfjfL8xfp+l365bpJfeOu943zcvXNSf1N+bgV0BAAAAmXf8ynUlDY21vN7mU7rRUey+UIX+5ZYW/u9G+5VI2vL7svPgIqbHVPG3qLQ4J+a636j4m3iQdYBWn0Be8WyrT0lav369JE25ys9k2bJlM34MAJiJpG0bT1hV5FCrzwUlRcb1K7T7zFlv9ObOfL+bbViyQMV+52XSP16+pp6RWAZ2BAAAAGTeD650Gtd/dUFNmncyPaZ2nyPJpNoGBjOwG2SKbdvGGX/Z3uZzTHmh8z5THxV/QF7xdPC3evVq2batioqZ3zysrKxk1h+AjBoYHZXpp5DpgixbmSr+JOb85TLTfD+fpHtD2R38lRcW6JOL5zvW40lbh9ovZ2BHAAAAQGZ1j8R0ujviWL8vVK6Fpdkx39vtdQpz/vJLbyyuwUTCsb64NHeDPyr+gPzi6eCvtrZWJ0+eTMljNTU16ejRoyl5LACYDrfTVRV5EfyNGNeR/UwVf8srylRSkP2zK3+7brFMTV6+Hb6sWDKZ9v0AAAAAmdR8pUumq+BsqfaTpHuDzoo/ieAv35jafEo5VPFn6CzVH3cGnQByl6eDP+lG+JcKwWBQq1atSsljAcB05EPwN49Wn3mla3hEncPOUDeb5/vdbElZiX65Zo5jvTcW1w8um1scAQAAALnKvc1ndZp3Mn1VRQHNK3a+bn070p+B3SBTOgxtPqUcqvgzBH9DiYRGOcAK5A3PB38AkCtM8/2k3Gr1GfD5NLco4Fin4i83mdp8StL9WT7f72a/s2yxcf2bbZdoIQ4AAIC80TU8otYe5/X/isoKzXPp/OJVpjl/7/UNKJYgFMkXFwfNh5OX5ErFn8t9poFRqv6AfEHwBwBpkg8Vf5K53Scz/nKTqc2nJN2fIxV/kvShOSEtKy91rL8T7Xf99wMAAAC55tiVLuPM+mxq8znGNOcvYds610fVX764aKj4K/H7VRUozMBuUq+80Dx6w+1AOoDcQ/AHAGmSP8Gfs23KlaFhqqNy0FlD8BUsLNDi0uw68Xs7lmXpU3WLjO/7ZtulNO8GAAAAyAxTm09L0vosavM55j5D8CdJb9HuM2+YZvwtLiuWZZmmvGefMkOrT0nqHyX4A/JF2oK/9vb2dD0VAHiSa6vPgtw4UTbGVPE3nEi6Bp/ITvFkUu9EncHf/ZXBnHmxNOYTi+YZA/rmq13qMsw4BAAAAHLJtaFh46G/VVVBVRvm5XndvUFnq09JejtCR498YNu2LpmCvxyZ7ye5HzCn4g/IH2kJ/qLRqNasWaPt27ertbU1HU8JAJ7TF48b13Ot4m+BoeJPulH1h9zR1j+oeNJZxZlL8/3GFPv92rBkgWM9Yds61H45AzsCAAAA0ucHV7qM69nY5lOSygoLtNQwy+0tgr+8cH0kpmHDPMdcCv7cZvxR8Qfkj7RV/Nm2rUOHDmnDhg3auHGjjhw5kq6nBgBP6DNcYBX5fAr4c6vrsqniT5KuDlEZlUvORQeM6/cGcy/4k6RHahcaL5oOt19RzPCiEQAAAMgVpjafPkkNWdjmc4xpzl/7wJAGCUZynqnNpyQtNoTB2cqt1ecAFX9A3kjL3eZgMKh169bJtm3Ztq2WlhZt3bpVK1eu1N69e9XXx4kaALnP1FLB7RRWNnOr+LtMxV9Oec9l8P3dwbI07yQ95pcUa838uY713lhc3zfcCAEAAAByweXBYePsu9VzQppTFMjAjlLjPkO7T1vSO1Hm/OW6iwPmexP5UPHHCBYgf6StzOSVV17RyZMn9fjjj48HgJFIRLt27dKKFSv0zDPPMAcQQE4zXWDlWptPSZpXUmz85dI+MJj2vWD2vNfnrPirDBRm9Yv/O/ntukXG9W+2XZRtO9ueAgAAANnOVO0nZW+bzzH3GSr+JOltQ8iJ3OJe8WfuXpSNyl0q/vpHE2neCYBMSWt/udraWr3wwgs6e/asnn32WYVCofEQcP/+/VqzZo0aGxt14sSJdG4LANIiX4K/gM+nBaXOC+Zwv/niGtnHtm2dMwR/d1XkZrXfmNVVIeO/8d3ogM70RjOwIwAAAGB2HTPM9/NZ0roFzm4Y2eTuYJn8luVYZ85f7jMFf2UFfoUKCzOwm9lR7PcZv75p9Qnkj4wMlgoGg9qxY4fOnDmjvXv3qr6+fjwAPHbsmB577DGtXbtWBw8ezMT2AGBWmFp9VuTQheXNastKHWvtA4NUReWIzuGYMci+x9AuJ5dYluVa9fc/2i6leTcAAADA7Lo4MGRsffmhOZWqDGR3p48iv1/Lyp2vW01tTZFbLg44g7/FpSWyDEFZtrIsS+UFfsd6PzMsgbyRkeDvZps3b9aRI0d09OhRbdy4cTwADIfDeuqpp7Ry5Urt3r2bOYAAsp4pKMnFGX+SVGt4AdUXH1VvLJ6B3SDV3Ob75XrFnyR9YmGNsVK3+WqXOodHMrAjAAAAYHa4zbL++MLsbvM5xtTu88rQsCK8bs1ZSdvWpUHnjL/FZbkz329MueGguelAOoDclPHgb8yqVav00ksv6ezZs9q+ffuEOYB79uzRihUrtH37drW2tmZ6qwAwZaPJpIYSzl7qFS5917PdUpeL5nA/c/5yganNp5QfwV+R369NSxY41pO29J3w5QzsCAAAAJgdpjaffsvS2nnZ3eZzzH0hc8eSt2n3mbO6hmOKJZOO9cWluRj8GSr+CP6AvOGZ4G9MMBjUzp071dHRoeeee051dXXjIeChQ4e0YcMGbdq0iTmAALKKWzuFikBuBn91hoo/SWobIPjLBe8Zgr9Cy3INfHPNw7UL5TN0gTncflkjhoAfAAAAyDZt/YPG6/6PzK1UMJAbIyvuNVT8SbT7zGWm+X5Sblb8lRkOmtPqE8gfngv+btbU1KQTJ0445gCePn2aOYAAskpfzHxxVZ6jFX+mGX8SFX+54lzUeQNgWUWZCnyevqxImXklxVo7r9qxHo2P6p8vm9shAQAAANnkHy5eNa7nSptPSVpWXqqA4TXMW1T85SzTfD9JWlxanOadzD7TaBkq/oD8kRV36O40B3Dp0qXavXu32tvbM71VADDqc6v4y9EZf2WFBZpb5Bz2Hna5yEb2GBpN6JLhlGQ+tPm82afqFhnXj3aYb5AAAAAA2SJh2/repWuO9UKfpTU50uZTkgp8Pt1teB3zdpTgL1e5VvzlYKtP02gZKv6A/JEVwd+YW+cABoPB8RBwz549WrNmDXMAAXiS26mqXA3+JKnW0O6Tir/sd75/QLZhPd+Cv1VVQeO/+UxvlK9zAAAAZLWfdvXo+kjMsb523lxjFVE2u8/Q7rN7JK7emPPfj+xnCv4qCgtypn3tzcoM36vxpK1YwjnjEEDuyargb8zYHMAzZ864zgHcuHGjjhw5kumtAoAkqc8l+Mu1F003qzX0yL8+EtMArSWy2nuGNp+SjCdlc5llWdq4ZIHxfX/v0hYJAAAAyAZu17O/tdh8/ZvN7gqaX8ec7+MwXy4ytfrMxWo/yX20DFV/QH7IyuDvZmNzAF9++WWtW7duPABsaWnR1q1btXLlSu3du1d9fZTpA8gct+Av3yr+JCk8wAuobHauzzzo3u0Fcy77tYU1KvRZjvXvXbyq0SSnKAEAAJB9+uJxnbx63bE+tyigj1RXpn9Ds2x5uVvwZz7wiOyVsG1dHhx2rC82HFrOBW4Hzd3uTwHILVkf/I1Zv369XnnlFZ08eVKPP/74eAAYiUS0a9curVixQs888wxzAAFkRF88blyvKMy9dhJjastcgr9+5vxls/cML4DnFRfl9Neym2CgUGvnVTvWe2Jxvd7Vk4EdAQAAADPz/cuditvO5v6/uWie/Jbz0Fu2qysvlelfRfCXezqHRoxf24tLizOwm9lXXug3rtOFCcgPORP8jamtrdULL7ygs2fP6tlnn1UoFBoPAffv3681a9aosbFRJ06cyPRWAeQRtxl/bq0XcgEVf7knadvG4C/f5vvdbMOS+cb1v++g3ScAAACyj3ubT/N1b7YrKfBroSH4Mb3uQXYzzfeTaPUJIDflXPA3JhgMaseOHTpz5oz27t2r+vr68QDw2LFjeuyxx7R27VodPHgw01sFkAdMrRRK/X75DW0Cc0VVoNB4oRnuJ/jLVpcHhzVsGAR+dx62+RzzobmVmldc5Fh/rfO6ukdiGdgRAAAAMD0X+gb0VsTZ2n9FZYWWuhzszAWmg4xt/YNKGKrDkL1cg78cbfVZ5tLq0+1gOoDckrPB3802b96sI0eO6OjRo9q4ceN4ABgOh/XUU0/pmWeeyfQWAeQ4U/CXy/P9JMmyLNWWOy+gqfjLXm7z/e6uKE/zTrzDZ1n6pOH0c9KW/uHStQzsCAAAAJie77pU+5mud3OJac7fSDJpnAeH7HVxwBz8LcnRir8KKv6AvJYXwd+YVatW6aWXXtLJkye1ffv28QDQ5gQPgFlmurByG7ScS0xz/q4MDitmqBqD97m1u8nnVp+S9Mkl841zQY52XOEaAwAAAFkhkbSNB9cCPp9+dUFNBnaUPstdXs8w5y+3dBgq/ioDha6VcdnO7Z4TFX9Afsir4G9MbW2tdu7cqY6ODu3cuVPLli3L9JYA5DjThVWuV/xJ5jl/Sbm32IC3nYs6X/iW+M0zMfLJ/JJifXhupWO9fWBIb/T2pX9DAAAAwBT9qKtbPbG4Y33d/Lk5G4yMIfjLDxcHnBWci3K02k+i1SeQ73L7N/ckbN++PdNbAJAHovka/Bkq/qQbc/7cXlzBu84ZXvguryiVz8rdWZWT9cnF8/XT672O9aMXr2pFVTD9GwIAAACmIF/bfErSwtJiFfl8GklO7EzzXj/BX65IJG1dGXIGf4tz+BBrwOczfl33jyYytCMA6ZSXFX8AkG6mE1XlhYUZ2El6mWb8Scz5y0bRWFydwyOO9Xye73ezdfOrVW6YofD9y50a4oUVAAAAPCwai+uH17od6zXFRXrA0Nki1/gtS8sqnIdWqfjLHVeGhpUwjGFYXJa7FX+SueqPij8gPxD8AcAsG0kkFEs6Z9rlQ8XfvJJiBXzOXzXhfoK/bOP2ojff5/uNCfh9+sQi5+yToURCx650ZWBHAAAAwOT80+VrGjWEIr+1eJ78edLdY3m583XN5cFhDvHlCLdxI0tyuNWnJJUX+B1rA6MEf0A+IPgDgFnW53KaKh+CP79laYnhBF14gBl/2cbU5lOS7goS/I15aPEC4/rfX7yS5p0AAAAAk/fdi9eM67+5KPfbfI4xjaKwJbVxaDUnXHS5B5HrFX+mTlNu96gA5BaCPwCYZW5tFExtAXORac5f+8Cgsc0GvMsU/Fkyn4zNV/cEy4wVkC09UXXQ3hYAAAAe9F7fgN6J9jvWV1UFcz4UuZnbDPrzzPnLCW4Vf4tyeMafJJUXUvEH5CvPB38vv/yy+vr6Mr0NAJi2fpeLqopAngR/hjl/8aStq4bB2vCu9/qcNwMWl5aoxNA6JF9ZlqUNS8ynov++42qadwMAAADc2ZEOc3eKTy7On2o/SVpumPEn3QhGkf1M/z/OKQqoNMcPZJsOnDPjD8gPng/+vva1r2nFihU6cuRISh+3vb1dx48fV2tra0ofFwBuFXVr9ZnjF5hjasvNL6CY85c9RpNJtfU5//+izafTJxbOU6FhDsp3L11TIkmVKwAAALyjPz5qPKBW7Pdp/YLqDOwocyoDAc0pcrZFvEDwl/WStm3sYHN3HsyrLzOMmOkfHZVNByYg53k++JMk27b1gx/8ICWPtXv3bi1dulRr1qzRli1btGHDBi1dulTbt28nBAQwK1xbfebBjD/J3OpTYs5fNmkfGFLc8MLA1NYy3wUDhVozf65jvXskph91dWdgRwAAAIDZofbLGkokHOsN86tzvhLKZJlhjMF7fQOEJFnu8uCwBkedX+f3BMszsJv0Mh04T9oyft8DyC2eD/4qKytlGU7OT8fatWu1Z88e2bbt+HPo0CFt2LBBzzzzTEqea0wkEtGuXbu0YsUKRSKRlD42gOzgFvxVGIYs56LFZSXGXzZU/GUP0+lIKT9OSE7HQ0sWGNePXqTdJwAA6XC+b0DfCV/ST7p6lOSGPWAUSyb1zbaLxvf9zrLFad6NN5gONkbjo+oeiWdgN0iVdw1jK6QbM9pznduB8/44wR+Q6/Lm+M7u3bvV1tYmSeNB4s0ndsb+vn//foXDYR04cGBGz9fW1qYvf/nLEx6nt7dXoVBoRo8LIPtE4+YXCRV5UvEX8Pm0qLREHbcM0yb4yx7vRc0vlO7OgxOS0/HhuZWqKS5S5/DIhPXXrnWrZySmqqJAhnaGXNQXjysSi2tRaYl8KTosBwDZKpG09V/eOq+/vSnMWFkZ1NOr79PC0uIM7gzwnn+6dM0YaH1kbmVeVEKZLHc52Hi+f0Bzi7mGz1bvRsyvZz+QB1/nZS6VuwOjo5KK0rsZAGnl+bvOwWBQ0o3Q7NVXX9WpU6ckSXV1dXr44YdVUVExqcf58pe/PKFy0LZtNTQ0aP369QoGgzp9+rQOHTqkSCSiY8eOafv27frKV74y5f22tLToS1/6kg4fPjzlzwWQm0wVf5ak0gJ/+jeTIbXlpc7gb2BQtm2nrKobs8dU8VdRWKBqAiwjv2XptxbP04Fz7RPWE7atf7h0Tb+3fEmGdoZcEksm9Vdvndfh9iuKJZMKFRbod5cv0b+uXaSSPPr9AgBjemMx7fr5m/p598ROO2d6o9p24qf6zP1367cWz+PaE9CNmWd/fb7D+L58vlZ1G2Vwvm9AH62uSvNukCrvGA6ylhX4taAk9w+EuB0473PpTAUgd3g++JNuhHSHDx92hGlPP/20mpqatHv37tt+fjgcnvBYlmXp+eefV2Nj4/h6Y2Ojnn/+ee3Zs0df+MIXdOjQITU1NWnt2rV33F8kEtGBAwe0f//+8apCABhjCv7KCwvyqjKjtqxEJ29ZGxhNqHskzslJj7NtW++5DELnxpm7Ty5e4Aj+JOnvL17V7y5bzP92mJHO4RH9+c/e0JuRvvG1SHxUX337gv72wkVtuWupNi9dqIDf8139gXGJpK23o32ybem+ygr5+TmJKXg32q//7adnde2WavsxQ4mE/lPr23qt87r+w8oPKBTIj5b7gJvXO7uNM9fvqijTL82tTP+GPKK2rFQ+68YMtJuddxl9AO+zbdt4kPWeYHlevCYrKzQfCOwfJfgDcp3n7waMhXamuXy2bWv//v3atGnTbR/j5jDOsixt2rRpQuh3sx07dmjv3r2ybVvbtm277eNGIhE99thjWrFihXbt2jX+PI2NjTp58iRtPQFIujET4Fb50uZzTG15qXG9bYAXUF7XPRJXb8zZAsjtNCxuWFharA/NcV4HtPUPTghrgKk61d2rHSd/5vp11BuL6ytvvqc/PPYjfSd8WfFkMs07BKaua3hE/9O//Fz//rVT+p/+5ZT+qPnHeu3a9UxvC1niny5d03947ZRr6Hez41eva+uJn+hHnT2TfvyrQ8M6efW6jl/t0rvRftf53UA2+cZtqv3yIQxxE/D7tKS0xLFuOgiJ7NA1EjO+nr2nIvfbfEpSuVurT36XATnP03eeDxw4oJaWFkeLzpvZtq3Tp09PqjXnWLXfI488ctuP27x5szZu3KgjR47oyJEj2rBhg/HjQqGQmpubx//+5JNPqrGxcTzwq6ysVCQSMX4ugPxhrPhzufjKVW7BX7h/SB+ZS8sUL3vPZRA68/3u7KElCxztxiTpaMdV3V8ZzMCOkM1s29Y32y5p31vvOU6hm3SNxPSXZ9/V199r128snqd186up1IUnRWNxff7HrWq7afbvpcFh/S8/PatfqZmjHfffpYWGm7B3EonF1TMS09LyUqoHc1QsmdR/fb/SeSq6R+J69ietWlUV1D3Bct1dUaZ7guWqLS9VwOfT1aFhne6O6NT7f64MDTseo7ygQAtKi7SgpFgLS4p1T7Bc91dWaEFJ8aR/ziZsW9eGRtQxMKSLg4PqGBhSbyyuZeVleqR2oYJUJWKWvNnbp5aeqGO9prhIH19QnYEdecvyijJHNWS4f1CJpC2/j98n2eZdl3n194Ty4/VsOa0+gbzl6TvPX/jCF8Yvmm3bVigU0rp161RXV6e6ujqdPn1ap0+fVktLiw4dOqQnn3xSK1euvOPj1tfX3/Fjdu7cqVdffVX79+93Df4kadOmTVq/fr2ampoc7xubTwggv5kuqPKt4m9pmfmGXXhg0LgO7zC1RZGo+JuMdfPnqqzAr4HRxIT171/u1BMfvIs5bJi0odGE/q8z7+ifLndO+XOvDo/owLl2HTjXroUlxWpYUK118+fqg6GKSd2ctm1bl4eGdaFvULKku8rLNL+kiAARKTE0mtCf/eTMhNDvZq91dusn13v02PKlevSuJSry3/7nZjyZ1Mmr13Wo/fL4wYs5RYX63WVLtHnpQn7uZrlYMqk3e/t0qrtXp7sjOtvbp9htqprLCwpu28qstSeq1pvCjwLLUjBQqO6R2B330j86qnejo3o3OvE6qTJQqPsrK3R/KKgPVlYo4POpeySm7pGYemIxdY/E1T0S05WhYV0aGFLcdp7k+IG69K3wJW374F369YU1/LxFyrlV+/1O3SIV+DzfGGzWLa8o0w+udE1Yi9u2OgYHVVfOa6Bs4xr85cnrWdeKP1p9AjnPs3eeW1tbFYlEZFmWbNvWzp07tX379gkfM9auc//+/fr85z+vp556yjEH0KSysvKOH1NXV6fHH39cBw8evO3HvfTSS3d8LAD5zXTDId+Cv9KCAtUUB9Q5PPFGSrvLjT54h6mtjd+yXKs48QtFfr8+sXCevtN+ecL6YCKh41e79JuL52doZ8gmbf2D+sKpN2/bYqrE79dQIuH6/jGXh4b1jfMd+sb5DlUXBXRXsEyLSkq0sLT4xp+SYoUChTrXN6A3e/v0ZqRPb/ZGFbnlAEtloFD3hsr1wVCF7nv/D/OyMFXxZFJ//vM39MYd2h/Hk7a+di6s7126pkeXL1FdeakWlhZrTlFgfF7y5cFhvdpxRUc7rjjaeXWPxPXSW+f1ynvt+p1li/XbtYtUlmfXYdnMtm39sLNb37xw8Y5B380emBPSn33ogzrTE9V/bn3H8XPMZNS2JxX63U5vLK4fXuvWD691z/hxnj/9lr578ar+/Yp7tMTlEB0wVZcGh3TiapdjvazAr41LF2RgR96z3CUQOt9H8JeNbj2gIUlFPp+WluXH69kyl+CPttVA7vPsK56b5/IdPHhQDQ0Nrh/b1NSkaDSq3bt368SJE1q7du1tH7uiomJSe9i8ebMOHjyo1tZWrVq1anIbB4Cb2LZtrPhza7eQy5aWlTqCPyr+vO+c4YRkbVmJApwGnpRPLpnvCP4k6UjHFYK/HDaSSOi7F6+ppSei+SXF+viC6im3x7VtW4far2jfm+9p5DY3uj82b46err9Pb0T69N/faZv0DMmukZi6OmOSJj/nakxvLK7XO3v0+k0zskKFBVpYWjIeII6FicHCQvksySdLPuvGH78llRUWuN6IQO5L2ra+2PK2ftw1+a+/K0PD+r/Pvjv+dsDn04KSIpUVFOjNSJ/u1AE3Gh/Vf3unTX99vkO/XbdIv1O3mFaKHpe0bf3l2Xd1uP3KlD7vU3WLtPW+5Srw+bR2frXurwzqP7W8rR9N4evNK352vVdbT/xEj99Vq39z15KUXX/FEklF43H1xUfH/9sXH9XgaELBwgItLSvV0rISQvIc9DcXLsp0VbF56UKV8ntZkrTcJdw73zegjy+sSfNuMFPvGF7PLq8oy5u2rX6fpVK/X4O3HBLsH73zoUEA2c2zv9VPnTolSdqxY8dtQ78xO3bs0Je//GUdOnTojsHfZH3oQx+SbdsKh8MEfwCmZSiRUMLQwqeiMP9uNNWWl+qn13snrHWPxNUfH83LIDQbjCQS6rhlvoXEfL+puDdYruXlpTp/S3VrS09UHQNDnODPQf9yrVtffuOcLt80E+qV99p1b7BcG5Ys0K8tqrlj4BWJxfUXre/o5LXrrh9jSfrDD9Rpy11L5bMsfbS6Sr80t1KvdXbrv73TdtsKwdkQiY8qEumbdPAoSR+eW6k/XXWv5pUUzeLO4DW2bWvPG+f0z9NoXXuzWDLpmME0GQOjCR04166/u3BJf/iBOn2qbtF45SC8I2nb+s9n3tHRjquT/pxCn6X/eeUHHAdr5hQFtOuXVupQ+2Xte/P8bQ9TeFE8aeu/v9umf7p8TY/ULtKqquCNm9aT/LodGk3o7Wif3ujt09neqN7s7VPPLZWxbuYUBbS0rERLy0p0V0WZ1s2vVlVRYCb/HGRQJBbXdw3fUwWWpd+uW5SBHXnT/JIiY1CS7msrzFwkFlfn8Ihj/QN59nq2vLDAGfxR8QfkPE/fabUsa1Kh35jVq1fr2LFjKXv+sRl9vb29KXtMAPnF7WIq31p9SlKtSyuNcP+gVlQxE9WLLvQPGk8EM99v8izL0kNLFugrb77neN93L17VH927LP2bwqy4Mjisr7z5nmtY93a0X2+ffVf73npP6xfU6LcWz1Ndeen7FXG/uHn7064ePd/y9m3bzZUXFOiZB+7TgzVzJqxblqWPzZurX66Zo5PXrusfLl7Tj7p6Jt0aL91+dr1Xf/L6af2nB+s1v6Q409tBCvWMxPRaZ7cuDQ6r0LIU8PsU8PlU6PPpQv+Avh12VkJLN9rI/vlHVuh7l67pUPjyHav4ZmIokdDeN9/T653d+lz9vaouJoD2ioRt6/9seVvfu3Rt0p9TV16qz9Xfq/tC5u4+lmXp4dpF+pV5c3W044re6O3Tub6BO7b2XFRarNVzQnpgTqWChQW6MjSsK4PDN/47NKIrQ8PG7h6zoX1gSF9+45wkqdTv1/2VFVpVFRr/Nw+OjmpgdFQDowkNjI6qNxbX25F+nevrV3Ka30xj8wlPvT8zc9+b5/V7y5fo3yxfwszMLPTt8CVj8P3ri+bxM/AmPsvSsopSne2deJjpQj/BX7Zxne8XzK/Xs+WFBbp2SwBK8AfkPs/eea6rq5MkPfDAA5P+nGAwqHA4nLI9RKPRCf8FgKlyuxGQjxVuteXmyqbwAMGfV7mdar2b4G9Kfn3RPP2Xt85r9Jbq3+9evKo//EDdpE/sw5tiyaT++nyHDp5rn1QVyXAiqe9evKrvXrxx4t5vWZpTVKg5RQGVFhToZ7dURt/qrooy/W8fvl+LSt2rRX2WpXXzq7VufrWGRhN6vatbx6906V86eyY1CzCdrgwN60/+5bS++OBqLSwl/Mt2bf2D+tsLF/UPl64qPsWkodTv1+6PrtI9wXLdXxnUhsUL9OIb7zpuvE7WktIShQKFOtN7+9dyP73eq20nfqo/XvUBrZ1fPa3nQuokkra+2PKW/vEOFaEBn08rKiv0wJxKrZ4T0qqq4KQqN2uKi/T799SNv90zEtO5vgGdi/br3eiA+kdHVVNcpAfmhLR6Tkg1dwhDbNtW5/CI3uj9RUXdu9F+xQ0dPySp0LJUVRTQ3KKAFpeVaElZiZaUlmhxWYkWl5box1092vPGOXXdIZAcTCT0k+u9+skdfmek2kgyqf3nwnq144r+vx+o028unm+8jrFtW8OJpIr9Pllc53jCcCKhb7VdMr7v95YvTvNuvG95RZnj98+VoRENjI7SqjyLuAd/+VXxV2Y4qNE/SvAH5DrP/rZavXq1pBvVdpOdydfa2mpcvzW46+vrm9RjjoWIY5V/ADBVbsEfFX+/EO5nzp9Xmeb7SdJdeXZCcqZCgUJ9bN5cNV/tmrB+fSSmH3f16JdvqdqC9yVtW+9G+/XT6736+46r6hicervBMQnbVudwzDED1eS36xbp3927XAH/5Gc8lRT49asLavSrC2o0kkjoJ129eq2zW+H+QV0eGlL3iHu7t4DP934IU6H7QxVKytZbvf16K9qndyL9KWuXd3V4ZLzy73aBJrzJtm2d7onob85f1Gud3dN6jEKfpT//yIoJN+I+ECrXf/7lB/S9i9f0ynvtk/o+81uW1s2fq81LF+qBOSFZlqXT3REdOBd2tBu/WTQ+qv/9Z29o05IF2vbBu6hkypBE0tZzp9/S96+YQ79Cy9Jjdy3VR6ordW+oIiXz7qqKAvpoUUAfra6a1udblqV5JcWaV1KsX31/9lcsmdS5aL/C/UMq8FmqKirU3KKAqgIBVRQW3DYIa1hQrY9UV+q/vdOmb7ddMnZe8ILukZj+z9Z39M22S9p233ItLivR25F+vRvt1zvRG//ticVVaFn60NxKfXLxfH1s3twp/f5Can3v4lVFDK9Nf7lmjupcZtrlM7c5fxf6BrWSQ6tZwxT8+S1Ly/LsIKvp4DkVf0Du8+yd5/r6etm2rdbWVi1duvSOHx8Oh9XW1ibLsnTixIkJc/5urQKcbJg49niVlZVT3j8ASLcJ/vLwlGBloFAVhQWO/02mM58H6WGq+JtbFFBlgNkuU7VhyXxH8CdJf99xheDPI85F+/WPl66pY3BIpX6/5hQFNLe4SHPfr8woLyzQm5E+/aSrRz+73qtoGl8sVwYK9af19874a6XI79ea+XO1Zv7c8bWh0YSuDA3r8vvt63pjcc0tCuj+ygrdVVGmglturP/awnmSbtygv9A/oLcifWrrH9TloWFdfr/93XBi6reqO4dHxiv/mH3pbUnb1pWhYbX1D6qtf1DHrnTpHZeDIpPhk7TzgQ/qgbmVzvdZlj65ZL5+a/E8XR+J3fhaHRzWpcHh8a+57pERzSkq0sfmzdEnF893zB9bPSek1XPqdbY3qoPn2m8bTh7uuKJT3RE13VOruyrKtKSsRIUpCJdwZ6PJpL5w6i3j70rpxkGE//3DK/SvaqYX0KVTwOfT/ZVB3V85vXCgrKBAn7n/bv3Gonn6v8+8O6Pvr9n2Xt+Anv6x+QC2JMVtWz/q6tGPunpUUVigjy+s0ScXz9e9wXIqAdMoYdv6mwsXje+j2s9suUsw9F7fAMFfFnk36nw9W1dempKDI9mk3HD/iYo/IPd5+s7z448/rv/4H/+jNmzYcMeP3bZtm6QbJ04fe+wxvfLKK+Ph3/79+2VZluz3221MNkx88cUXJd0IIQFgOtwupioChWneSeZZlqXaslJHy602ZiV4km3bOmcI/pjvNz0fqa5SdVHA0brrh9e61RuLEaZmSMK29cNr1/XNC5d0uieS0scOFhbo0+/PcDzScVVvRqbXrvBfVVfpc/X3OsKMVCkp8Gt5RZnrDS43fp+lu4PluvuWVkm2bas3FtelwWFdHRrWSDKppG2//+dGaPS9S9eMN7K7RmL609dP64v/ql5Ly39RJZ5I2hpOJFTo81EtkgEDo6P6p0udOtMbVbh/UOH+wZRVe0rSf5hEi03LslRdXKTq4iKtqgpN63lWVAb1f/zSSv38eq+eP/2WayvFjsEhPXf6LUmSz7rRMrSuvEzLK0r1yzVzdK/LDDlM36XBIf1F6zvjc+RuVeTz6c8/skIfmWZVXra6L1ShL/3Kh/Rqx2Udbr+i9/oGZjz3stCydE+wXPdVVmhuUUDBwgJVFBbe+G+gUMV+n64Ojah9YFDt/UM3/jsw5JgNNR198VF9J3xZ3wlf1rLyUj20ZIEeWjxfZXnYCSXdTl69rkuDw471+0LlWj3Nn6m5bnmFuVvNeV67Zo3B0VFjt4B8a/MpmSv+BkcTStg2YyeAHObpK6w/+IM/0Msvv6xNmzbphRde0MqVKx0f09raqqeeekotLS2yLEvbt2/XhQsX9Nhjj6m+vl5tbW2KRCKyLGs8/Nu1a9cdw8TDhw+rpaVFoVBoUiFhJp09e3ZKH7948WItXsypLiAdXGf85WHFnyQtK3cGf1eGRhSJxRXKwzDUy64MjWhw1DkLjPl+0+O3LP3W4vl6+b32Ceujtq1vtV3WH36gzuUzMRv646M62nFF3wpf0pWhmd/MvJklaeOSBfqje5cp+P7PtY1LF+p834COdPz/27vz+Kju+97/75nRvsyMVhaBhh0sJMCO7dgYKb1ZbnDANOlmE0ib3jTGUZy0TWrsmC6/9Bc5xm7T3tZRjHvvr4uFwblt2tqi5qZJm0h4d2xgBAbMNgKxS5oZ7ev8/sBSJc0ZraOZMzOv5+PBw5oz20fy98yc8/2c7+dzRT+5dC3kd8NIyRaLvrxysT7rmh9TqyIsH/avyklNCXlF/CeLCvWtdxp00hec/Gvu6dXDbxyWPTlJXf0D6hoYVO+HSSaLbl6lvTrHrtVOu0pz7Jqbnjb89/H39um0v12n/O065WvXxY5OpdpsWuXM1q0f9gFLxB6709XVP6B/bbykH567OKkxO1WpVqsqb1mqexfMDftrj2ddnlN77rlNf3nsdMjVZUMGAzcrEzR2dKn+qvQPpxu1YU6efm/1co5bwmBgMKB/8jTp7z/wDO/nY6XZrPp/b1utdQYrQhOBzWrRfcXzdV/xfLX39eu416+GVr8aWn066WsP+XcbUpCWolWObJU47Spx2rXMnjXhBRTzM9J165i/92l/u/acOKvDIZKzU3W+vVPPnjirv/vgvD5dNEefdRWx2nuWBAIB/Z9zFw3v+/XFC2LqGCOSspOTVZCWElSK/XyIHugwn1D96pcnYNuKUPNPnf39yk7meAaIlqamJjU1Ga/INzLVHJCpz3xLS0u1YcMGHTp0SBs3blRxcbHKysrkdDrl9XrldruDynhWVFTo8ccf1/r16+V2u4dX+QUCAVksFm3atEkHDhzQV77yFf3gBz8wfN9Dhw5p586dslgsuu+++2b995ypXbt2Tenx3/jGN/TNb35zlqIBMBI9/kZb4cjWgYtXgraf8LVR7tBkzrYZl5Uau7oHk/fpBcGJP0n6kadJv7JoPiddEdDe168XzjTq5QuXp1WOciLL7Vn6eskyrXIGrwhanJ2pyluW6ndWLpa7xadLnd1q6ekN+tczOKiVjmx9eeXiuF1hm52crCdvL9O33mkwXAnZ2T9geOFBQDcni8+3d+rAhZvfJbmpyVqclTlc+tHICV+b/sVzSVbdvMp7XZ5T63KdWpNrV6qNXm5jdQ8M6OXGy/rhuYvy9obuATmeFKtV/72oUJ91FSkvNUV9gzcTuL0fJnIDkooy0qPWS8+ekqw/WrdKP266pmfePz2lz4NDV5t13OvXH5Su0B0cu0zbaX+7/rzhlGEZtiFpNquqPlKqNbmsSJJurti4syBXd3447noHB3Xa367r3T1Ks9qUmWxTZlKSMpNsykhKUnqSLWwrOZbZs/TUHWV6/XqL/ubEuRn1th2pe2BQ/9p4Wf/aeFkfLcjV51zzdVuek2RUGB3z+vW+wXftvPQ0bZhgtXWiW5ydGZT4O9vWMTy/CHP7wOACM4kVfyO195H4A6Jp//79+t73vjdrr2/6mec9e/bo7rvvVltbmzwez6hE31BSb2g1X1lZmTZs2CBJ2rdvnz7zmc/I7/ePeuzTTz8th8OhF154QW63W1/96le1YcMGOZ1OeTwe1dTUaO/evcNf5F/96lcj/BsDiCftfcETZkkWi9IStFSZ0WS4JJ30kvgzm1BXSMZrIiIS5mek686CHL11vXXU9s7+Af3o/CVW/c2igUBAr1y4or/74Lx8YV65lGSxqMRp16eKCvWpojkTTrKmWK36SH6OPhLWKGJPVnKSnryjVI+/06Dj3umVQZWklp4+tfR4J/XYQenmakB/u3547qKyk5N074K5+uXieSpMT5t2DLFqIBBQd/+AOvr71fFhsvWkr00vnruglp7pJfycKcnaUjxP9xXPM30JY8uH/QNLc+x68ujJKZXjbenp0+O/OKYtxfP05ZWLlUYCeVK6+gd0vbtH/7fpqv7x/EUNjlO3MsNmU9Xtq6dd2jURpFitKplmH8HpsFgsWl+Ypzvzc1R74YqeP+0x7HebbrNpmT1TxZkZOtLim3SS8M3rLXrzeouKM9NVMbdA6wvztMyeSYJlhn4YYrXfry4qosTfBBZnZQYdt3f0D+h6d68K01OjFBUm67TB+axF0tJsEn9D2vuCL7QDED9Mn/hzOBx68cUX9cADD8jnG11WYugAcChJt2fPnuH7XC6X9u/frx07dgwnC5988knZ7Xb94R/+oV544QV5PB7t3Lkz6D2HXq+ystL0ZT4BmJvRir+s5KSEPYF1ZWUozWYNurJ+ur2vMHuM+vulWq0qogzTjHxhqStoAkGS/tnTpF9dVEQZwllwuNmrH5w4GzKZPVaq1Sqb1WK44mzIoqwM3Zbn1G35OVqT44jaqqVYl5mUpO/eXqpdvzimhlb/xE8Is7a+fv3w3EX947mLumdOvn5l0Xytdtrj7jt6YDCg8+0dOulr1yl/m0752tXU0aXOgfBM9tgsFi3NztRnFs7VJ+cXxtwqyqLMdP3FR9fo/5xr0r80Nk0p6flS42W91+zVY2tW0vtvhPa+fh26ekMnvG261t2j6909utHdG7L39VgFaSn643UlIS8YQ3QlWa36rGu+Pjm/ULUXLutcW4fyUlO03JGl5fYszc9Il3XEXM1xb5t+3HRVP7t8fVKfO40dXao506iaM40qSEvRXQV5urswT2vzHEqxJubFk9PV2N6p16+1BG23Jyfp0wvmRCGi2BLqgsdzbR0k/mLAaYN+0gsyo1dtIJpClfqc7PcygNgUE7NLZWVleuWVV/Sd73xH//Zv/xZ0f3l5uXbv3h2UpCsrK9Nrr72mxsZGOZ1O2e03r4az2+3DpT6H+v4NGTrRLy8v17e+9a1Z/K3Cp6qqSiUlJZN+PP39gMgxSvwlaplP6ebk4HJ7ltxjJnhP+toomWIyZwxKby3KzuDK4Bla5czWHfk5evtG8NXDPzrfpN9k1V/YXO7s0p6T5/Tq1eZJPX5uepo+65qvjUVzlPlhf7nmnl419/SoubtX/r4+2ZOTtSbXofw0JnvCJSMpSU98pFR/+ItjOtoant5RUzUoqf7qDdVfvaHl9ix9zjVf5XPzY3oV18WOTr1y8aoaWn064+9QzwR9wCZrYWa6FmVlalFWhlzZGXJlZqgoM13JMT4Zn2S1auvShbp/yQJd6+qRp71T59s7dL69c/jnvhDL0y50dOnrbxzR55cs1G8sWWDqcdM7OKh3b7TqmLdNmUk2/bd5BZoTptWuvYODevNai/7j8jW9ea1FfYFxlvOFYJG0pXiefnvFImUmaD/sWJKVnKQHlox/obTFYrnZlzXHrq/cskSvXm3Wv124MunP++vdvXr5wmW9fOGyMmw2bSmep+3LimPuAoNo+cfzxn2DthTPN/VnlVksDpH4+8Dfro8WUq3GzHoHBuVp7wzanoir/SQpM9l4f2+fhR7OACbvgQceUHl5+aQff/z48Sm1fIuZo+ni4mI999xz8vv9OnLkiBobG1VcXKy1a9cOJ/TGe+5Yu3btktvt1qFDh0ZtDwQC+upXvxozST9JKikp0Z133hntMAAYMDqQSuTEnyStcmQHJf78ff263NWt+RmsJjODjv5+XTHolZWoJ0rh9oVlxUGJP2mo1x+r/sLh35uu6i+OfRByon6kdbkOfc5VpI8W5o5KbKcn2bQgKV0LWOU669KTbPruHaX6p3NNOtzi1WAgoPQkm9JtN/+lJdmUZrPqUme3jrX6da27Z8LXTLJY5MrKUHNP75T61H3gb9dT7lN65vgZVczN1yeLClWW4xhevWJ2Xf0DqjnTqH8636SBaSReQinLseu3lru0NtcZttc0I6vForkZaZqbkTZqUrelp1d/3nDKcMW2dLNs6vNnGnWw6aq+vHKRfmlugWkuZuodGNQ7N1pVd+W6Xr/eMmo1899/4NGmhXP1+aXFyk2demnWgUBADS0+/fTyddVfuTGjlQPFmen6RukKrc6JXOlKRFaazaZPzC/UJ+YX6oy/Xf/iuaSfXr42qe9qSeocGND+cxfV4PXrT28roS/VBFp6evWTpqtB21OsVv2ya14UIoo9xZkZSrFa1Tvm4plTfqrVmN259g7D46DljsQ8nw31ecmKPyC6ioqKZnWBVszNLNnt9illQsezf/9+NTY2yu12DycSy8vLJ0wkAsBkhSr1mchClW064W0j8WcS5+jvN6tucdpDrvr7Z0+TvrCMVX8z8R+Xrulp9ylNNI14R36OvrRikZbaE3MCwGxSPlxxtXXpxGX2r3f36Fir/+Y/r1+tPb1ypiZrhT1by+1ZWu7I0uLsTKVYrQoEAjrf3qnDzV4dbvHpSItXHeOUcR3SOTCgg01XdbDpquakpeqTRYX65PxCLcjMCMevG3aBQECHrjbrByfO6vokEqOTVeK064vLXVqX6zBNIisaclNT9J3bVqv2whXtOXE25ArK6909euLISf2L57Iqb1milVEo/xkIBHSlq0fve/1643qL3rjWoq4Q5RX7AwH9a+NlHbx4VZ91zddvLF4ge8r4yZSu/gH9orlVr19r0ZvXmmfcNzXJYtHWJQv1wNKFlHFMIEvtWfpm2Qp9aeUiHbhwRS81Xpp0md2GVr++8eZRfff2Ulbgj+NfPJcMV97+96JC0/dgNQub1aJl9sygXsQnfcElJGEuZwzKfErSsgQ9n80KUd6UFX9AfEvs2WfdXA1otCIQAMLB6Aqq7AQvXbQqxCTYCV+bPj6/MMLRwIhRmU9JWmpPzBOl2RBq1d8/nW/S51ys+puuN64166kJkn4LM9P10KolurOAEk2xqiAtVb80r0C/NK9gwsdaLBYtzs7U4uxMfW5RkQYCAR1v9eulxkuqu3pDk1locrW7R3vPXNDeMxe0ypGtTxUV6pfmFkyYIImUS51deub4GcPPlOla5cjWby5z6fZ8Z0In/EayWCy6r3ie1uU69OTRkzoVYlJRko57/Xr49cP61PxC/Y8Vi2Y1OdHR168Tvrab/7w3/zuVVa6S1DM4qBfPXdTLFy7r1xYVqcRp12AgoMGANKCABgMBtfb06c3rLXq3uXXSK7QmUpZj19dLlmlRgk7EQnKmpGjb0mL9xuIFqr9yQ/95+brebfYGrbAa63x7p373jSP67u2lKs4y5wUZ0dTVP6DaC5eDtlsk/eqiBZEPKIatsGcHJf5aenp1o7uHxLOJfRAq8ZegF/xlhji3JPEHxDdmlQBglgwGAiFKfZpjojBaCtJSlZOSrNYxk1InfZRMMYszIVb8hepzgalj1V/4HWn26v89fCJkecOspCR9YVmxthTPUxKrShKWzWJRWa5DZbkOPdjdo5caL+vfLlyWf5ITH0MJlh+8f1YfLczVp+YX6s6C3Ij1uAsEAmru6VVjR6cutHfpXFuHfnzp6pQSMXPSUrXCkaWCtFRlJCUpI8mmzCTb8M8LMtNZgT+OhVkZ+p93rVXNmUbtO3NB46Un/v3SNf3synV9bG6B7iuep1sc2WFLpPp7+/Q3J8/pJ5euqT9MZV07+wf0D6cbw/JaQwrSUlSQlqbCtBQVpKUqPy1VBWmpWpydYdoVtIi8ZKtVH59fqI/PL1RX/4Dea/bqtWvNevN6S8hE9rXuHv3+m0f0nY+s1i1OqjaN9MrFK4aVZ+6Zk0cJ8ylaEaI05ClfO4k/EzttcCFrYVqqaS7airQMm01WKeiYhVKfQHwj8QcAs6Sjv99w1Umir+SxWCxa5czW69daRm3/wN+uvsHBiE2eIrSzbcFXSM5LT1Nmgq9WDbftoXr9nb/Eqr8pOuFt0x+9ezzkCoHPLJir/7FikRwJerIPYwVpqfrSikXavnShfnrpuv7F06Rz7Z2Tem5/IKBXrzbr1avNsicn6WNzC7RhTp7W5DrGTSwPBgLytHfqRnevltkzlTOJvmrn2jpUe+GyTvradKG9S50hyjYasVksuiM/RyscWVrpuFkKdTLvifElWa364vJFurswT9Xvn9Vxrz/kY/sGA/rJpWv6yaVrWpqdqS3F8/Tf5hUqPUTZrcl481qLvnfs1KRLI0ba3PQ0fWJ+gT4+r5DVWJiy9CSb1s/J0/o5ecN9JHe7TxmWMfb39Wvn22798bpbdAcr+SVJA4MB/eh8k+F9v76Y1X5TtSJEtZpT/jatn5MX4WgwGQODAZ01uJB1eYKu9pNuzsFkJicFXRDQwYo/IK7N6oxSW1ubsrMj39cgXGI9fgDRFapsQjaT+VrpCE789Q0GdK6tI+TJFSJjIBDQ+bbgie8llPkMuxKnXbfn5+idMcm/9v5+Vv1Nwbm2Dj3+i4aQPax+Y/EC/c6KRZQrREipNps+s3Cu7l0wR6f87fpJ0zX95+Vrk+5d5u/r18sXLuvlC5eVlZSkjxbm6p7CPN2en6NUm1Xn2jp0pMWno60+HW3xDU+6WC1SxZx8fe7D0opjnW3rUM1pj+qvNk/r96KM4uxb6cjWX350jX525br+5uT5Cfsrnmnr0F8cO609J8/pU/ML9amiOVphz5r051NHf7+eff+sDjZdnVa8BWmpqpiTr1vznfrppWv6z8vXp/U6RuzJSfrYvAJ9Yl6hSpzhW9mIxGazWLQ2z6n/eddaPf5Og84bXJzRPTCoP3r3uH5/9XJ9esGcKERpLgcuXtZVg8+i0hy74XcNxrcgM13pNlvQceYp+vyZVmNHp+HFgInetiIrKTjx1z6JvtcAYteszj5v3LhRDz/8sLZu3TqbbzMr9u7dqyeeeELHjh2LdigAYlSosmEk/kL3+TvpayPxF2VNHV3qMTpRYuJ4VnxhaXFQ4k+6uervV1xFIfsx4Kamji499o7bsJyVJG1eOJekHybNYrFopSNbKx3ZenDVYr19o1U/abqqN661qG+SpRTb+/v100vX9NNL15RitSrVZg05PgcD0s+u3NDPrtzQKke2fmXRfJXPyZenvVM1Zxp1aJoJP2dKsh5cuVifnF/I2I8Ai8Wi/zavUOsL8/SP55u0/+wFdQ+M35+ss39A/9p4Wf/aeFlFGen6+LwCfXx+wbilL99tbtWfuz/QtQmSi2PNSUtV+dx8VczN10pHtqwfjomPFuTqgSUL9XcfnA+6GGuyCtJSdXdhru4qyNO6PAdVGzBrCtJS9b2PrtEf/eK4jhmssB0IBPRnDad0tq1dD65cIps1MT/7PO0d2nPinOF9rPabHpvFouX2LB1t9Y3aftLXpkAgwPesCZ0O0d8vkVf8SR9WnuoavS3UMSqA+DCrs0nPPvus7r33Xp0/f17f+ta3ZvOtwuqJJ57QD37wA73wwgvRDgVADAu14o/yfTevkDfyvrdN9xVHOBiMcsagzKckLSHxNytKckKv+tt/9oK+tHJxlCIzv2OtflUdeT9kqbuPzyvQ10qWMSGDaUm2WrW+ME/rC/Pk7+3Tz6/c0E8uXdVx7+T70fYODoYsPzvWCV+bnjhyUo7kM5NeaTiWRdLm4nn67eWuhO8nHA2pNpu2LS3Wp4vm6P87dV4/uXTNsOT7WE2dXXr+TKOeP9OoFfYs3TMnT1aLRZ39A+rs71dH/4Bae3r1i2bvhK+VbL05Qb3Kka1VzmytcmRrbnpayM/BJdmZ+tPbVuu416+/PXVeh1t8ho8babk9S3cX5uruwjwtzc7kMxYRk52crCfvKFXV4RN647pxsvpHnks6196pP1y7KuF6efUODKrq8AnD752Fmem6i1Ko07bCEZz48/f162pXj+ZmpEUpKoQSKvG3jMRf0LYOevwBcW1WZ5/Lysr07LPP6qGHHlJDQ4OeffZZ05fOfOihh3TgwAE9+eSTKi8vn9Fr+f2hez0AiH+U+gwtKzlJCzPTdaFj9CVnJ32Tn1DF7Dhr0AhdkpZmJ/aJ0mwKtervxXMXdVt+jm7Nc0Y+KBMbCAS078wFPX/Go8EQs+p3FeTqkbIVwytbgJmwpyTrvuJ5uq94ni52dOknl67qp5eu6UrX1FZeTcZ0kn55qSkqy3Ho1xYXhbywBpGTn5aqnWtW6vNLF6q28Yr+b9NVtU9yYu2Uv12nQkxYjueO/Bz91nKXlmRnTmvVXYnTrqfvXKNrXT06137zOMAqi2wWyWqxyGqxyGaxaF5GmnLpEYkoSrPZ9P/cWqK/PPZByJK37zV79fDrh/Xt20q0OIEuXPubk+dC9qn9yqolHBPNwAqH8XnQKX8biT8TOm1wPutMSVZegn9/ZRn0Fg41ZwUgPsz67PPmzZv1wgsv6POf/7zuvvtuPf3007r33ntn+22n7NChQ9qxY4f8fr+effZZbdq0acav6fV6R90mEQgkFkp9jm+lIzso8Xeho0sdff2UN4yiMwaN0DOTbJqTnhqFaBJDSY5dH8lzBq3mCEj67pETevae25ho/dC1rm49efSk3K2hj6nW5Tr0R+tuURIl5zALFmSm64vLF+k3l7nU0OrXTy5d06tXb4T8zg+nVKtVt+fnaGFWhooz07UwM0MLs9KVmcR3phktyMzQQ7cs0RdXuPSzy9f1cuPlaSX1xpNhs+mhW5ZoY9GcsKy8K0xPVSHf9zA5m9Wib5QuV25qil44e8HwMZe7uvX1Nw7r0TUrtWFOfoQjjLw3r7XoXxovGd73K675uoPVfjMS6qKak752VcwtiHA0GM9gIKDTBhVslk2hn268MppjIfEHxLeIzIhUVFTolVde0eDgoB588EFt27bNNL3zLly4oIceemi4D+ELL7wQlqRfXV2dfL7RpQCef/75Gb8ugNgRstRnUmKVnQnFqM9fQNJJP6v+oumsQeJvCaW8Zt3vrFwsm8HfuLW3T989ckIDk+wvFs/qr9zQjlffGzfpt8qRrW/fVqIUG0k/zC6rxaI1uQ59o3S5fvjf7tKf3Vmmz7nma05a6KSJVTfLJP7aoiL9+qKiSV8IlGaz6jcWL9DzH7tD/89tJfrSikX6VNEcrXJmk/SLAWk2mzYumKvvr79Vz9y9Tp8umqN0W/BV91O1Lteh5zbcpnsXzOU7GgnHYrHot1cs0mNrViolxIU+3QOD+vZ77+vvP/DE9XFUc3evnnafNLxvSXYmZePDYF56mrIMvm9PUa3GdBrbO9XZPxC0fVkCrf4NJdtgDPdMoSw9gNgTsTPFsrIyvfHGG3rwwQf185//XHV1daqoqFBlZaXuueeeSIUx7NChQ6qurlZ9fb0CgYDKysr04osvym63T/m13G636uvr1draKp/Pp8bGRtXX1wc9bu/evTp06JBKS0vlcrmUk5Oj0tJSVVRUhONXAmAyoco6seLvplXOEFdOett1W15OhKOBJHl7e9Xc0xu0nf5+s2+ZPUtfWrFIz508F3Tf4RafXjjTqC8sc0UhsujrGRhQ9ftn9W8Xr4z7uLW5Dv3xuluUQSIEEWazWrQ216m1uU59ZdUSnWnr0KtXm3XC16b+wUEts2dpba5DpTmOUf1VvrDMpZ9cuqp/9lwKWgEv3Uz4bSmer19bVKQcVv3GhZWObK0sy9bDJUv15rUW/cfl63rreov6p5CUSLVa9TsrF2tL8TxK9yHhfWJ+oRZkpuvb7x3X9e7gY1hJqjnTqCMtXj22ZlXcrWgdDAT0lPukYZnoVKtVj69dFTIxismzWCxa4cjSu2Oqc3zgb9dgIMBnsYmEukDwFufU53rjTaiqSu19/VSXAeJURGdG7Ha79u/fr9raWu3cuXM4AWi327V9+3bdd999Ki0tnbX3b2ho0Msvv6yamhr5/X4FPjzB2r17t7Zt2zbt162vr1dVVdWkHuvxeOTxeIZvb9q0icQfEKf8fX1B21KtVlaifGhJdqaSLRb1jZnsos9f9ITs75fgjdAj5dcWFeloi09vXG8Juu/5040qy3FoXYL1+/P19umP3z2m497QnwtWi/Rby1y6f8lCw1WTQCRZLBYts2dp2SQ+N9OTbLqveL42LZynd2606l88l3S0xaes5CR9Yn6hfn1xkZwpTMTEozSbTR+bV6CPzSuQv7dPh67e0H9cvq6jLT6NPCqySspISlJGkk1ZyUlal+vQluL5KspMj1bogOmsdGTrmbtv1Z++976OeY0n/d2tfj302rv6/dXLVT43fkp//tP5pqBk1JDKW5bIlZUR2YDi2ApHdtDfuqN/QJc6u7Qgk7+zWTS0+gy3l+aQ+HMkG1ee8vX2kfgD4lRULonevHmzKioq9Nd//df6wQ9+IJ/Pp+rqalVXV0uSysvLVVFRoeLiYpWVlWnhwoVTfo8LFy7I7XbryJEjwyvyhgwl/LZt26Zdu3ZNa5XfSJWVlaqsrJzRawCIP0alPrNY7Tcs2WrVUnuWToxJ9L3va1MgEKBsVRQY9feTWPEXKRaLRY+UrdBXXntP17p7Rt0XkPTdoyf07PrbEmblz6XOLj3+zjE1dQavhBoyNz1N31q7UiVcxYsYZrVYdGdBru4syNVAICCrxHdgArGnJOszC+fpMwvnqbO/Xy09vUqz2ZSZlKQ0m5WxAExCbmqKnr6zTM8cPxOyQkBbX7/+9PD7+syCuXpo1RKlJ8285G40nfK16f87dd7wvg1z8nTvgrmRDSjOrQhxQc8pXzuJPxNpMFjx58rKkD2Fdis5qcZ/g9aeXi3mfB+IS1Gbgbbb7dq1a5e+9rWv6aWXXlJNTY0aGhok3VxBZ1Qq0263y+l0yuFwyOl0ym63y+/3y+v1yufzyev1yu83vsJrKNnncrm0fft2bdu2bcYJPwAYj1HijzKfo61yZAcl/lp6enWjp1cF4/RJwuww6u9nlbSIq4Ujxp6SrF1rV+kbbx0N6kfT0tOnJ4+e1BO3l8b9yrYT3jb90bvH5O0NXjk95OPzCvT1kmUhy9YAsSje922M7+bqPj7TgOlItlr1e6uXaZk9U99//2zIvn7/dvGK3K0+fWvNKi13xGZVi56BAT159KRhmeCCtBT9/urlXDQQZitDjJVTvnZ9fH5hhKOBkWtd3UEXT0pSKRcISlLIKhKt45xvAYhtUT+rGCrzuX37djU0NOj555/XoUOHRpXDHOLz+UIm9oYEDA58XC6XNmzYoC984QuzWkoUAEbyk/ib0CpnttQYvP2Et00Fc0n8RdoZf3vQtgWZ6Uq1xfYV0bGmJMcest/fu81efa/hA+1YuThur1x9/Vqzqg6fUE+IRvPpNpu+VrJUn5xfyKQWAAAYZrFYdF/xfC3NztJ3j57Qla7gJIAkXejoUuXr72lBRrpuzXNqXZ5D63KdMXNs9b9PnTfsDWuR9OialTHze8SSgrRUOVOSgy5KO+mnTYVZhOrvV5rriHAk5jTeij8A8clUM9ClpaXavXu3JMnv9+vIkSOqr6+Xx+NRY2OjGhsb5fMZ12seUlZWpuLiYrlcLq1du1bl5eWs7AMQFZT6nNhKR7bh9hO+trjqvxELegcH1WgwgUB/v+j41XH6/f246apev9as7UuLdV/xPCVb46dv6MuNl/TM8TMyTvndLO1Z9ZHVKmYVKgAACKEkx65n19+m/3n8tP7z8vWQj7vY2aWLnV16+cJlWSQttWfq9vxcbSmeZ9rqI4ebvfpnzyXD+z6/dKHW5jojG1CCsFgsWuHI0lvXW0dtP+1v10AgwIp9E3CH6O9XRn8/SVJOiBV/41VYARDbTDsDbbfbVV5ervLy8qD7hlb9eb1eOZ3O4ccDgJkYl/rk6suRijLSlJ2cpLYxf6uTPq6cjLTG9k7Dkkj094sO64f9/h567T1dNyhZ09bXrx+cOKuXGi9rx6rFuqsgN6ZXv53wtukfz1/Uz6/cCPmYFfYsfecjqxOmxyEAAJi+zOQkfWvNSt2Rn6O/Pn5GXQMD4z4+IOm0v0On/R36F0+TvrRisbYUz5PVRMdXHX39etp9yvC+lY4sbV9aHOGIEssKe3ZQ4q97YFAX2ju1iHOmqDtmsOKvIC1Vc9LTohCN+aQn2ZRms6p7YPQllpT6BOJXTF4ibrfbZbfbVVxcPPwzAJhJ/+CgOg1OLrPp2zKKxWIxXPV3ytcesi8HZodRfz9JWspJbNQM9fuzjjPf1NTZpT9+97gefadB7za3xtR+0z84qJ9dvq6vv35YX3vj8LhJv48W5OrP7lxD0g8AAEyaxWLRp4rm6Afrb9WKKVSx6B4Y1PffP6NvvHlUje2dsxjh1FSfOGvYwyzFatXOspVKiqMqEGYUqs/fSV9wuwRElr+3T+cN9tVSVvuN4jQoA0ypTyB+cVQAALOgvT94tZ9EqU8jRidQXQMDpjrJTgRG/f0kaUk2pT6jaXWOXY+WrVTSBFebv9fs1aNvN2jrf76p7x8/o+OtfsO+x2bQ1ten/Wcv6As/f1tVR07o/QlW+G5aOFffvrVE6Un0mgQAAFNXlJmuv7xrrR5YvEDJU1jBd8zr10OvvqsXzjSqP0Tv4Uh57Wqzftx01fC+31mxiDLoEbDcbtym4hR9/qKuwWvc348yn6M5Dcp9UuoTiF/MQAPALDAq8ylJ2ST+gqwK0efvpK9Ni1ltFjFGK/6cKcnKDdEEHJHz8fmFWuHI1t+cPKfXrjWP+9jW3j79S+Ml/UvjJc1NT9UvzS3QpxfM0YJMc0wGvdfsVdXh9+UL8Rk51v9YvkgPLFkQ02VMAQBA9CVbrfrSysX63KIivX29Ve+1ePVes1ctE6x26QsE9LcfePTzKzf0zdLlWhHi3GU2eXt79RfHPjC8b12uQ7/smh/hiBJTXlqK8lNTdGPMmDnFir+oa2gx7u9XmuOIcCTmlmNwbu/tZcUfEK+YgQaAWeAn8TdpRqU+pZs9vzYumBvhaBLTQCCg0/7gxN+S7EwSLiaxIDNd376tRIebvfrBibMhS7OOdKWrR/vPXdQPz13UbyxeoN9c7lJyFEtAHbx4RX957PSkypGm2az63dXL9cn5hRGIDAAAJIrc1BR9esEcfXrBHAUCATV2dOm9Zq/eudGqN6+3hHze2bYOfe2Nw/rKqiX65eL5ETtGDgQC+stjpw1X5WQk2fRI2QpT9SGMdysd2box5kK8M23t6hscjOpxdqJrMOjvl52cJBcrYUfJMVrx19OnQCDAeT8Qh5iBBoBZEGrFH6U+g+WkpmhueqqudI3uV3FigvJ/CJ+z/g7D8rTLptALBZGxLs+p6vW36t+brupvPzivlp6JS7MMStp/7qLeaW7VY2tWTfsEeCAQkFWa8knhYCCgv/vAo31nL0z42Mwkmz6zYK4+6ypSYXrqtOIEAACYDIvFIldWhlxZGfqsa77ebW7VXzSc1pWubsPHDwak779/VufaOvVwydJZS/QEAgFd6+7RKV+73m1u1atXjSs+VK5aqsL0tFmJAcaWO7L06pjEX99gQJ72Ts6doqR7YECnDNpWrHbaSYqPYdTjry8QUHt/v7KTqfQDxBtmoAFgFrSx4m9KVjqygxJ/59o71D0woDQbfb1m2+EWr+H2NbmURjEjm8WijQvmqmJuvv7PuSbVXrg8qd4Mp/0dqnztPX155aJJXanu7+3TkRaf3mvx6nCzVxc7umSxSJlJScqw2ZSZnKTMJJsykpKUm5qiNbkOfSTPqZzU/7qStHdgUE+7T+lnV66P+14LM9P1Wdd8fWr+HHr5AQCAqLgtL0fP3XOb/v60R/98vkmhuvr928UrutDRqT++9RbDnllTNTAY0DGvX+82t+qUr12nfG0TlkVfX5in/15EZYRIWxGiz99JXxuJvyg54W0zrChSSn+/IEalPqWbq/5I/AHxhxloAJgFJP6mZpUjWz+/cmPUtsHAzX4JJJ9mn1Hiz2qhGbrZZSQl6beWu7R9abHea/HqZ5ev69DVG+roHwj5nN7BQX3//bN641qL/qBshTKSbGrr6x/+5+/r00lvm95r8eqMv0NjT6EDAQ0/Vt2jk/WvXLwiSVpuz9KdBTlak+PQ359u1HFvcOmdIetyHfr1xQt0e34OV+QCAICoS0+y6aFVS/Sxufn684YP5GnvNHycu9Wvh187rG/fVqKlBgmfvsFB9Q8GlGazGl5s5evt09s3WvXmtRa9c6PVsPpGKI7kJP3e6mWU5ouClQ7j5N4pX7s2LYxwMJAkuVuN+/uV0d8viFGpT+lmn3iGLxB/mIEGgFlAqc+pWeU0vnLy7RutJP5mWf/goNwtwYmZVY5sZSQxXmOBzWrR7fk5uj0/R18vWaa3b7ToPy9f16tXm9Ufop/eL5q92vqzt2Ylng/87frA3669Gr+05+eXLNRvLXeR8AMAAKZzi9Ou6vW3au/pRr0Qolz51e4e/d6bR/TF5YvUNzioS53dutzZpabObt3o7lFANys1ZCXdrJSQnZykrKQkdfYP6KSvLeSKwon8XunyURUWEDn2lGTNTU8LKgd7yk+bimgx6u+XYrVqeYgkbSIzKvUpSa29vRGOBEAkMKMHALOgrc+47F52EuUTjKxwZCvdZlPXwOiVSm9db9GXViyKTlAJ4pS/PejvLklrc52RDwYzlmKz6p45+bpnTr5O+9u1++hJnQ9xpXq02CwW/d7qZdq4YG60QwEAAAgpxWrVb69YpBWOLD159KS6B4JTdd0Dg3r2xNmQrzEQCMjX1z9h6c7J2rRwrjbMyQ/La2F6VjiyghJ/59o61TswqBTb7PR9hLGBwYDe9wYnXVc5smetB2csc4a4YKB1En3jAcQePgUBYBYYlfrMsNlks7KyxUiK1arb8pxB28+2dej6mHKCCK/DzV7D7evyWGkZ65bZs/T9u2/Vr7jmRzuUYZlJNn339lKSfgAAIGbcMydff3XXOs1NT43K+2ck2bQu16GvlyzT10qWRSUG/JeVjuBqNQOBgM60tUchmsR2us34ItayXFpWGMkJseLPy4o/IC6x4g8AZoFRjwbKfI7vzoJcvXqtOWj7W9dbtGnhvChElBgOtwT3REi2WLTayclSPEixWfWVW5bqowW5etp9Sjd6pndSl5uaonW5DmUl3yxP1dHfr46+AXUO9MvX26fr3RO/7tz0VH3nI6VyZWVMKwYAAIBoWZydqWfuvlV/+t77Ohqip1g4pNmsWm7P0gpHtlZ8+N/5GWmURjeRFQY9HaWbff5u4RwqoozKfEpSKf39DGUnJ8lmsWhgTDsILyv+gLjELDQAzAKjFX/ZJP7GdWdBjuH2N0n8zZrewUEdMzhZusVpV6rNFoWIMFtuy8/Rnntu018dP62fX7kx4eOzkpK0Ns+hdblO3ZrnVHFmuizjTDhd6uzSOzda9fb1Vh1u8QaVwrrFka1v31ZCPxoAABCzHCnJevKOUn3//TM6cOFK2F53QUa6PlqQq48W5qo0x06JQpML1TvupI8+f5HWYJCEt0oqcQavyoRksVjkTElW85iLQVt7SfwB8YhZaACYBe0k/qYsPy1Vy+yZOu3vGLX9vWYv/RJmyftev3oHg3uVUOYzPtlTkrVr7Sp9uqhVr19vkQI3VyJnj/iXlZwkZ0qKFmSmyzaFK8vnZ6RrS3G6thTPH04o/+JGq7y9fVrlyNanF8xhEgsAAMS8ZKtVv7d6uZZmZ2rPiXPqGXEsbZVUmJ6m+RlpmpeRpuzkZHX09au9v1/tff1q6+tXR3+/+gYHVZSRrjsLcvXRglwVZaZH7xfClGUmJWlhZroudHSN2n6CxF9EBQIBwxV/S+1Zykhi7iWUnFSDxN80q8IAMDc+CQFgFrDib3ruzM8NSvx1DwzqaKtPt+cbrwjE9B1uNi5TdKtBv0XEB4vFojsKcnVHQe6svUeK1apb85yMIwAAELfuK56ve+bk64SvTckWi+ZnpGtOeqqSuNApIaxyZAcl/i50dMnb2ytnChUuIuFiR5e8BivVSnMotzqenJQUSaPnXIz+jgBiH0ckADALjBJ/WcnGjZTxXz4aIhnx5vWWCEeSGI60eIO2pdmshg3rAQAAAPyX3NQUrS/M0x0frtoj6Zc4QiWXQvWcQ/i5Q/yty+jvNy5nSvC8VGsvK/6AeMRRCQCEWe/AoGH5RFb8TWylM1sOg7/TW9dbFBjTgBoz09U/oPe9weVoVjvpKwIAAAAAoawOkVwi8Rc5Rv39JFb8TcSo53r3wKC6+geiEA2A2cTMHgCEmdFqP4nE32TYLBbdbrDq71Jnty6OKaWCmTnm9avfIJm6jvKMAAAAABBScWa67Abn96GSUQg/oyTrgox0w8QW/ovRij9J8rLqD4g7JP4AIMza+ozro2fRYHpS7gzRy++tG60RjiS+HWn2Gm5fl+uMaBwAAAAAEEssFotKDVb9feBvZ+VUBNzo7tHlru6g7az2m1ioxGgrff6AuEPiDwDCjBV/M3N7fo7hlxN9/sLrcEvw1agZSTYtt2dFIRoAAAAAiB1GSabBgPS+j3Kfsy1USVWjZCxGywm14q+HxB8Qb0w/C33hwgXV1NTI4/HI7XbL6/XK6XTK5XKpuLhYixYt0qZNm7Rw4cJohwoAkqSWECUSHCEOsDCaPSVZJTn2oIN5d4tPnf39ymDl5Ix19PXrlC+4v9+aHIdsVksUIgIAAACA2BFqdVlDi1+35RlXsUF4vBXiouCyXFb8TSRUqc9WSn0CccfUs6ePPfaY9u7dO3w78GEvIp/Pp8bGxuHtVVVVstvt2rJli7Zt26bS0tKIxwoAQ5q7jQ+Y8tOoNT9Zd+bnBiX++gMBvdvs1YY5+VGKKn64W30aNNh+K/39AAAAAGBCy+1ZSrNZ1T0w+syqwcuKv9k0EAgYJv4K01I1Lz0tChHFlpClPlnxB8Qd05b6fOihh7R3797hZN9YgUBg+L5AICCfz6eamhrde++92rZtm44dOxbJcAFgWHOPceIvlybTk/bRwlzD7ZT7DI/DzcZN59fmUhoFAAAAACaSZLVqlSM7aPv7Xr/6B40us0Q4vO/1y2fQXuWuwlxZLFSvmYgjOVlGfyUvK/6AuGPKFX8HDhxQbW3t8Ad2IBCQw+FQcXGxiouLJUl+v19er1eNjY3y+XzDj5Okuro61dXVafPmzfrBD34QnV8CQMIySvxl2GyUqJyCxVkZKkhL0fUxqyffut6qQCDAAf0MvdfiDdpmT07S4uzMyAcDAAAAADGoNMcR1Du9e2BQZ9o6tNIgKYiZe+Oa8cXAdxfmRTiS2GSzWmRPTgpKnrb2suIPiDemnIV+6aWXhn8uLy9XZWWlysvLQz7e7/fryJEjamhoUF1dnerr6yVJtbW1crvd2r9/vxYsWDDrcQOAJDV39wRty6PM55RYLBbdWZCrAxeujNre0tOr0/4OLXdkRSmy2Ofr7dPZto6g7WtznbKSUAUAAACASSkL0efP3eIj8TdL3jCoApRus2kN1WsmLSc1JTjxF6JyFYDYZcpSnw0NDbJYLCovL9e+ffvGTfpJkt1uV3l5ub7yla9o3759On78uB5//HEVFxfr/Pnz2rhxoy5evBih6AEkOqMVf3mU+ZyyOwuMy32+dYNynzNxtMW4zOe6PE6UAAAAAGCybnHaZTW4dnJsv3qEx6XOLnnaO4O2357vVIrVlFPcpuRMSQ7a5mXFHxB3TPmp6PF4JEm7d++e1vPtdrsqKyv16quv6vHHH5fX69UDDzwQzhABICQSf+Fxa65TyQZnUW+GKO2ByTEq8ylJ63KdEY0DAAAAAGJZepJNy7KDq9E0tPqG2xEhfEKV+byLMp9TkmMwP0XiD4g/pkz8ORwO2e12LVy4cMavNZQAPH/+vL773e+GIToACK2rf0Cd/QNB2/PSUqMQTWxLT7JprUEy6oSvjcbTM3C42Ru0LTc1RQsz0yMfDAAAAADEsFKDcp++vn5d6OiKQjTx7fVrzUHbLJLuLMiJfDAxzGjFX1tfv/oGB6MQDYDZYsrE3z333COn0xm213O5XHr22WdVXV2ttra2sL0uAIxltNpPYsXfdH3U4AA+IOnt662RDyYONHf3Gp6Arst1yEJ/PwAAAACYktIc45YJlPsMr46+frkN/qYlTrucKcy3TEVOiL8Xq/6A+GLKxN+WLVvU2NgY1tfcvHmzAoGAamtrw/q6ADBSc0+P4XYSf9MTqs+fUUNvTOwXzcYJ03V5zsgGAgAAAABxwGjFn3Sz3CfC5+0brRowKJ96V6HxnAFCy0kNXvEnSd4eEn9APDFl4m/z5s2y2+3at29fWF/X5XLp5ZdfDutrAsBIzd0hVvylkfibjvkZ6YYlKN+63qKegeCSqhjfq1eDS6NI9PcDAAAAgOnISU3Rgozgc1ZW/IXXGwZlPiXpbhJ/UxZqxV8rLVWAuGLKxJ8kfetb39LOnTv1yiuvhO01PR6Pjhw5ErbXA4CxKPUZfncbNOruHhjUL254Ix9MDOvqH9A7N4JX/C3KytC8jLQoRAQAAAAAsc9o1d/lrm7d6DauCISpGRgM6C2Dc9l56WkqzsyIQkSxzRlixV8rK/6AuGLaxN/27dt1zz336MEHH9S2bdt07NixGb1efX29JMnv54obALMnVOIvl8TftJXPyTfcXn/1RoQjiW3v3GhVr0Gz7nvmBCdWAQAAAACTE6rP3zFW/YVFg9entr7+oO13F+bSq34aclJCJP5Y8QfEFdMm/iRp//79Wr16terq6rRx40bdc8892rdvn9ra2qb0OhcuXNBDDz0kSbLbjWtvA0A4GJX6zE5OUqrNFoVo4sNKR5YK0lKDtr9+rVl9BoksGHs1RKJ0Q4jEKgAAAABgYmW5xnONbvr8hcUb11oMt99lUB0IE3OGKPXp7WXFHxBPTJ34k6Qf/vCHWrhwoQKBgBobG7Vz506VlJTonnvu0UMPPaQXXnhBhw4dUkNDw6iE4IULF3To0CE99thjWr9+vXw+nywWi9auXRvF3wZAvGvuCS7lQZnPmbFYLCo3WJXW0T+g95q9kQ8oBvUNDuqN68EnS3PSUrU0OzMKEQEAAABAfJiXnqZcg/KJblb8hYVR4i8zyaYygxKrmFiKzarMpOCL070hKlgBiE1J0Q5gIna7Xa+99pp27typF154YXi7x+NRY2OjDhw4MOFrBAKB4Z8rKytnJU4AkIxLfVLmc+bK5+brR55LQdvrr97QnQU0857IkRafOvoHgrbfMyeP0igAAAAAMAMWi0WlOQ7VXRldZeVcW4c6+vqVmWz66VfTutDeqYudXUHb78jPUZLV9OtZTMuZkqKO/tF/11ZW/AFxJWY+IZ966im98MILKi0tlaThicpAIDDhvyGf//zntWHDhqjEDyD+BQIBtRgk/ljxN3MlTrvhFZSvXW3WwGDA4BkYKVSZz3so8wkAAAAAM1bqDF59FpB0zMuqv5kwqlwjSXdT5nNGcgzmV1pZ8QfElZhJ/ElSRUWFDh48qBdeeEGrV68eTupZLJaQ/4bu/+pXv6rdu3dHM3wAca6zf0DdA8E95/IM+tNhaqwWi+4pDE5S+fv6daTVG/mAYshgIKDXDEqjOFOStZrSKAAAAAAwY2W5DsPtDZT7nJHXrzUHbbNapDsKcqIQTfzISQlO/NHjD4gvMbnWvKKiQhUVFWpoaNBLL72kAwcOyOPxDN8/smzZ0M/V1dWqrq5WcXGxHA6HnE6npJulRIcMbfN6vZIkv9+vsrIyfetb35rdXwhAXLgR4uooVvyFx4a5eXr5wuWg7YeuNOu2PA76QznhbTNciXpXYa5slPkEAAAAgBlbnJ2pDJtNnQOjWyw0tPqiFFHs8/f2Ga6YLHU6lJ0cnLjC5DlTguepfL19GggEmCcA4kRMJv6GlJaWqrS0VI8//vhwv7/Dhw/r0KFD8vmMv1gbGxsn/fqBQEBHjhwh8QdgUpp7egy3k/gLj7U5TtmTk+Tv6x+1/dVrN/RwyVJZOTg1dChEmc8NlPkEAAAAgLCwWSwqybHrnRuto7af8LWpd3BQKfSjm7K3b7TKqLPHXYW5kQ8mzhiV+hzUzWRrDnNYQFyI6cTfSMXFxfrKV74yfNvv9+vIkSNqaGjQ+fPn1djYqKNHj4ZMCI40csWg3+/XhQsXtHDhwlmJG0D8aO4OseIvjYOmcLBZLVo/J08HL14dtb2lp0/HvX6V5hiXVklkgUBArxqURsmw2XRrnjPyAQEAAABAnCo1SPz1DQb07o1W3UVPuikzKvMpSXeT+JsxoxV/0s1ynyT+gPgQN4m/sex2u8rLy1VeXh50n9/vV2NjozwejxobG9Xa2jr8s9/vH1U2NBAIqL6+Xp///OcjGT6AGNQcotRnPgdNYVM+Jz8o8SdJdVdukPgzcL69U5c6u4O231mQwxWnAAAAABBGa0P0+fvppWsk/qbI39un1w161S/MTNeCzIwoRBRfjFb8SVJrb68WKzPC0QCYDXGb+BuP3W4fLhMait/vl9frlcfj0dq1ayMYHYBYFWrFH1dLhc+teU5lJtnU0T+6b8Khq836yqolo1ZsI3SZz3so8wkAAAAAYVXitKsgLVXXu0e3AXntWos6+vqVmZyQ07DT8pNL19Q7OBi0/W4SqGHhTDFO/Hl7+iIcCYDZwuX+IdjtdhUXF6u8vFx2uz3a4QCIAUY9/pwpyUpmZVXYJFuthgf617t7dNLXHoWIzO3Vq8GlUZItFt1RkBOFaAAAAAAgflktFn1iXkHQ9t7BQdWHuCgTwQKBgGovXDa8b2PRnAhHE59yQpT6bO0l8QfEC2ajASBMjEp95rLaL+zKQ6xW40RqtMud3TrT1hG0/bb8HGUmcaUpAAAAAITbJ+YXGm7/yaVrEY4kdh1t8elCR1fQ9rW5Di3MosxnOIQs9RmihQ2A2EPiDwDCxKjUZx6Jv7D7SL5Tabbgr6/6KzcUCASiEJE5vRqyzCelUQAAAABgNizKztQye3CPtCMtPl3rCu6/jmChVvttXjgvwpHEr3SbTakG1am8rPgD4gaJPwAIg0AgYLjiLy+NxF+4pdps+mhBbtD2y13GK9wS1avXgst8WiXdXRj8twMAAAAAhMcn5xuXo/yPy9cjHEnsae3p1SGDlhXOlGQuYg0ji8Vi2OevtZcVf0C8IPEHAGHg7+tXv8FqM1b8zY7yucblPg9R7lPSzZOlY63+oO2rc+xyhqjlDwAAAACYuV+aW2A44fqTS9eoUjOB/9t01XBuZWPRHCUbrFDD9OUYzFe19rDiD4gXfGICQBgYrfaTpLzU1AhHkhjuzM9VisFBfx3lPiVJr19rltFfYUOI/ogAAAAAgPDIS0vRbfk5Qds97Z1UqRnHYCCgAxeuBG23SPrMwrmRDyjOGa3487LiD4gbJP4AIAyau3sMt1Pqc3akJ9l0h8GJ1IWOLr1mUOIy0fz0knEJmfWFlEYBAAAAgNn2yfmFhtt/0nQtwpHEjl/c8OqKQR/E2/NzNC8jPQoRxTdnqkHir6ePi6mBOEHiDwDCINSKv3xKfc6aUOU+/9fJ8+ofHIxwNObxga9dR1t9QduX27M0NyMtChEBAAAAQGJZX5inNFvwtOt/XL6mgUESK0YOXLhsuH0Tq/1mRY5BG5C+QEAd/QNRiAZAuJH4A4AwoNRn5G2Yk2eYWL3Y2aVXLgaXB0kU/+RpMtz+8XkFEY4EAAAAABJTepLNsNVCa2+f3m1ujUJE5na9u0evXw+u3pOXmqK7CqhcMxtyDEp9SlJriPktALGFxB8AhEFzd/CBkVXGpRMQHqk2m35rucvwvn843ajO/v4IRxR9N7p79LPLwWU+M2w23buAqyQBAAAAIFJClfv86SXKfY518OIVGS2E/MyCubJZLZEPKAHkhKhQ5e3ti3AkAGYDiT8ACAOjFX85qSmyWThAnU2fKpqjRVkZQdu9vX364bmLUYgouv7Vc0kDBvX4710wV5nJSVGICAAAAAAS07o8p3INkiuvXmtWF+UUhw0MBvRvF4Kr9lgl3UuZz1njDLXir5cVf0A8IPEHAGHQ3NMTtC2P/n6zzmax6MsrFxve90/nm3SjO/j/S7zq6h9QbYiTpc+65kc+IAAAAABIYDaLxbDlQvfAoA5dvRGFiMzpzRstumFwMfVdhXkqSKN9ymzJCVGhqrWHFX9APCDxBwBhYFTqMy+NxF8k3JGfo1vznEHbuwcG9fzpxsgHFCU/brqqdoPyphvm5mtuRloUIgIAAACAxBaq3OdPKPc5rLbxsuH2zaz2m1U5KcZzVqz4A+IDiT8AmKGBQEAtBgdGrPiLDIvFoi+vMF71d/DiFZ1v64hwRJE3EAjoR54mw/t+dVFRhKMBAAAAAEjSUnuWFhu0pzjc7E2oCjWhnPa3650brUHb56an6iP5OVGIKHFkJScZtqehxx8QH0j8AcAM+Xr7DJtQ56VSkiJSljuy9AmDEiqDkv73qfMRjyfS3rzWokud3UHbS5zZKnHaoxARAAAAAECSPmGw6m9QN6u2JLKBwYC+1/CBDKZT9JkF82Q1SEohfKwWixwGff68lPoE4gKJPwCYIaMynxKlPiPtt1csUrLBicEb11t0pNkb+YAi6B/PXzTczmo/AAAAAIiuj88vlFEK60fnm9TVPxDxeMziR54mfeBvD9qebLVo44I5UYgo8eQYJP4o9QnEBxJ/ADBDzT3G5Tko9RlZc9LT9FnXfMP7njt5ToMBo+sIY99JX5vcrf6g7XPTU3VPYX4UIgIAAAAADClIS9VtBn3pfX39qr1g3N8u3l3u7NLff+AxvO+BxQuVw3xKRBj9nVtZ8QfEBRJ/ADBDzT0hVvxxoBpxW5cuVHZyUtD2U/52vXLxShQimn0/Om/c2+9zriLZrJRGAQAAAIBoe2DJQsPtPzx3Ud0DibXqLxAI6C+PnVbP4GDQfcWZ6XpgqfHfCuFntOKPHn9AfCDxBwAzRKlP88hOTtbnQ5xQPXvirC52dEY4otl1ratHP79yI2h7RpJNn6Y0CgAAAACYwtpch0pzgvuve3v7dOBCfF6kGspPLl3TuyHacfx+6XKlWJmujhSnQeKva2Ag4ZLRQDzikxQAZshoxV+SxSJ7cvABFGbfFtd8zU1PDdrePTCoJ4+eVL/BVYWx6l8bL2nAoITpZxbMVWZS8MpHAAAAAEDkWSwWfWFpseF9Pzx3QT0Jkmjx9vbq2RNnDe/bvHCuSnM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"text/plain": [ "<Figure size 1800x700 with 1 Axes>" ] @@ -166,7 +157,7 @@ }, { "data": { - "image/png": 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"text/plain": [ "<Figure size 1800x700 with 1 Axes>" ] @@ -177,32 +168,30 @@ ], "source": [ "filename = \"density\"\n", - "for mode, mygray in zip(['light', 'dark'], [colors[\"mylightgray\"], colors[\"mydarkgray\"]]):\n", - " fig = prepare_figure(mode, transparency = True, desired_figsize=(18,7))\n", - " ax, n, l_tot, c_tot = [], 0, 1, 1\n", - " n += 1\n", - " ax.append(plt.subplot(l_tot, c_tot, n))\n", - " ax[-1].plot(z[density_water>0.02], density_water[density_water>0.02], color=colors[\"myblue\"], linewidth=3, label=r'water')\n", - " #ax[-1].plot(z[density_ions>0.002], density_ions[density_ions>0.002], color=colors[\"myorange\"], linewidth=3, label=r'ions')\n", - " #ax[-1].plot(z[(density_solid>0) & (z<0)], density_solid[(density_solid>0) & (z<0)], color=mygray, linewidth=3, label=r'wall')\n", - " #ax[-1].plot(z[(density_solid>0) & (z>0)], density_solid[(density_solid>0) & (z>0)], color=mygray, linewidth=3)\n", - " complete_panel(ax[-1], r'$z ~ \\mathrm{(nm)}$', r'$\\rho ~ (\\mathrm{g/mol/\\AA}^3$)',\n", - " legend=False, axis_color=mygray, xpad=8)\n", - " set_boundaries(plt, x_ticks=np.arange(-1.2, 1.3, 0.3), x_boundaries=(-1.3, 1.3),\n", + "for dark_mode in [False, True]:\n", + " myplt = PltTools()\n", + " myplt.prepare_figure(fig_size = (18,7), dark_mode = dark_mode,\n", + " transparency = True, use_serif=True, n_line=1)\n", + " myplt.add_panel()\n", + " myplt.add_plot(x = z[density_water>0.02], y = density_water[density_water>0.02], linewidth_data = 3,\n", + " marker = \"-\", data_color = 0, markersize = 12, data_label=r'$\\mathrm{water}$')\n", + " myplt.complete_panel(ylabel = r'$\\rho ~ (\\mathrm{g/mol/\\AA}^3$)', xlabel = r'$z ~ \\mathrm{(nm)}$',\n", + " xpad = 10, legend=False, handlelength_legend=1)\n", + " myplt.set_boundaries(x_ticks=np.arange(-1.2, 1.3, 0.3), x_boundaries=(-1.3, 1.3),\n", " y_ticks=np.arange(0, 3.1, 1), y_boundaries=(-0.15, 3.15))\n", - " #add_subplotlabels(fig, ax, [\"a\", \"b\"], color=mygray)\n", - " save_figure(plt, fig, mode, git_path, path_figures, filename)" + " # myplt.add_subplotlabels()\n", + " myplt.save_figure(filename = filename, saving_path = './')" ] }, { "cell_type": "code", - "execution_count": 8, - "id": "423fb94d", + "execution_count": 22, + "id": "4a156d70", "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", "text/plain": [ "<Figure size 1200x500 with 1 Axes>" ] @@ -213,40 +202,35 @@ ], "source": [ "filename = \"velocity-article\"\n", - "mode = 'light'\n", - "mygray = colors[\"mylightgray\"]\n", - "fig = prepare_figure(mode, transparency = False, desired_figsize=(12,5), serif=False)\n", - "ax, n, l_tot, c_tot = [], 0, 1, 1\n", - "n += 1\n", - "ax.append(plt.subplot(l_tot, c_tot, n))\n", - "ax[-1].plot(z[density_water>0.02], velocity_water[density_water>0.02],\n", - " 'o', color=colors[\"unisoncyan\"], markersize=10, label=r'$\\mathrm{water}$')\n", - "ax[-1].plot(zs*1e9, vs, '-', color=colors[\"mylightgray\"],\n", - " linewidth=3, label=r'$\\mathrm{linear ~ fit}$')\n", - "#ax[-1].plot(z[density_ions>0.02], velocity_ions[density_ions>0.02], 's', color=colors[\"myorange\"], markersize=10, label=r'ions')\n", - "v_wall = np.mean(velocity_solid[(density_solid>0) & (z<0)])\n", - "z0 = np.linspace(np.min(z[(density_solid>0) & (z<0)]), np.max(z[(density_solid>0) & (z<0)]), 10)\n", - "ax[-1].plot(z0, z0*0+ v_wall, 's', color=colors[\"myorange\"], markersize=10, label=r'$\\mathrm{wall}$')\n", - "v_wall = np.mean(velocity_solid[(density_solid>0) & (z>0)])\n", - "z0 = np.linspace(np.min(z[(density_solid>0) & (z>0)]), np.max(z[(density_solid>0) & (z>0)]), 10)\n", - "ax[-1].plot(z0, z0*0+ v_wall, 's', color=colors[\"myorange\"], markersize=10)\n", - "complete_panel(ax[-1], r'$z ~ \\mathrm{(nm)}$', r'$v_x ~ \\mathrm{(m/s)}$',\n", - " legend=True, axis_color=mygray, xpad=8)\n", - "set_boundaries(plt, x_ticks=np.arange(-1.2, 1.3, 0.3), x_boundaries=(-1.3, 1.3),\n", + "myplt = PltTools()\n", + "myplt.prepare_figure(fig_size = (12,5), dark_mode = False,\n", + " transparency = False, use_serif=False, n_line=1)\n", + "myplt.add_panel()\n", + "myplt.add_plot(x = z[density_water>0.02], y = velocity_water[density_water>0.02], linewidth_data = 3,\n", + " marker = \"o\", data_color = 0, markersize = 12, data_label=r'$\\mathrm{water}$')\n", + "myplt.add_plot(x = z0, y = z0*0+v_wall, linewidth_data = 3,\n", + " marker = \"s\", data_color = \"autogray\", markersize = 12, data_label=r'$\\mathrm{wall}$')\n", + "myplt.add_plot(x = -z0, y = z0*0-v_wall, linewidth_data = 3,\n", + " marker = \"s\", data_color = \"autogray\", markersize = 12)\n", + "myplt.add_plot(x = zs*1e9, y = vs, linewidth_data = 3,\n", + " marker = \"-\", data_color = 1, markersize = 12, data_label=r'$\\mathrm{linear~fit}$')\n", + "myplt.complete_panel(ylabel = r'$v_x ~ \\mathrm{(m/s)}$', xlabel = r'$z ~ \\mathrm{(nm)}$',\n", + " xpad = 10, legend=True, handlelength_legend=1)\n", + "myplt.set_boundaries(x_ticks=np.arange(-1.2, 1.3, 0.3), x_boundaries=(-1.3, 1.3),\n", " y_ticks=np.arange(-30, 40, 10), y_boundaries=(-32.5, 32.5))\n", - "#add_subplotlabels(fig, ax, [\"a\", \"b\"], color=mygray)\n", - "save_figure(plt, fig, mode, git_path, path_figures, filename)" + "# myplt.add_subplotlabels()\n", + "myplt.save_figure(filename = filename, saving_path = './')" ] }, { "cell_type": "code", - "execution_count": 11, - "id": "788cc914", + "execution_count": 24, + "id": "3583c9fd", "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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"text/plain": [ "<Figure size 1200x500 with 1 Axes>" ] @@ -257,22 +241,18 @@ ], "source": [ "filename = \"density-article\"\n", - "mode = 'light'\n", - "mygray = colors[\"mylightgray\"]\n", - "fig = prepare_figure(mode, transparency = False, desired_figsize=(12,5), serif=False)\n", - "ax, n, l_tot, c_tot = [], 0, 1, 1\n", - "n += 1\n", - "ax.append(plt.subplot(l_tot, c_tot, n))\n", - "ax[-1].plot(z[density_water>0.02], density_water[density_water>0.02], 'o', color=colors[\"unisoncyan\"], linewidth=3, markersize=12, label=r'water')\n", - "#ax[-1].plot(z[density_ions>0.002], density_ions[density_ions>0.002], color=colors[\"myorange\"], linewidth=3, label=r'ions')\n", - "#ax[-1].plot(z[(density_solid>0) & (z<0)], density_solid[(density_solid>0) & (z<0)], color=mygray, linewidth=3, label=r'wall')\n", - "#ax[-1].plot(z[(density_solid>0) & (z>0)], density_solid[(density_solid>0) & (z>0)], color=mygray, linewidth=3)\n", - "complete_panel(ax[-1], r'$z ~ \\mathrm{(nm)}$', r'$\\rho ~ (\\mathrm{g/mol/\\AA{}}^3$)',\n", - " legend=False, axis_color=mygray, xpad=8)\n", - "set_boundaries(plt, x_ticks=np.arange(-1.2, 1.3, 0.3), x_boundaries=(-1.3, 1.3),\n", - " y_ticks=np.arange(0, 3.1, 1), y_boundaries=(-0.15, 3.15))\n", - "#add_subplotlabels(fig, ax, [\"a\", \"b\"], color=mygray)\n", - "save_figure(plt, fig, mode, git_path, path_figures, filename)" + "myplt = PltTools()\n", + "myplt.prepare_figure(fig_size = (12,5), dark_mode = False,\n", + " transparency = False, use_serif=False, n_line=1)\n", + "myplt.add_panel()\n", + "myplt.add_plot(x = z[density_water>0.02], y = density_water[density_water>0.02], linewidth_data = 3,\n", + " marker = \"o\", data_color = 0, markersize = 12, data_label=r'$\\mathrm{water}$')\n", + "myplt.complete_panel(ylabel = r'$\\rho ~ (\\mathrm{g/mol/\\AA}^3$)', xlabel = r'$z ~ \\mathrm{(nm)}$',\n", + " xpad = 10, legend=False, handlelength_legend=1)\n", + "myplt.set_boundaries(x_ticks=np.arange(-1.2, 1.3, 0.3), x_boundaries=(-1.3, 1.3),\n", + " y_ticks=np.arange(0, 3.1, 1), y_boundaries=(-0.15, 3.15))\n", + "# myplt.add_subplotlabels()\n", + "myplt.save_figure(filename = filename, saving_path = './')" ] } ], @@ -292,7 +272,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.11.6" + "version": "3.12.3" }, "vscode": { "interpreter": { diff --git a/sphinx/source/tutorials/figures/level2/nanosheared-electrolyte/shearing.png b/sphinx/source/tutorials/figures/level2/nanosheared-electrolyte/shearing.png new file mode 100644 index 0000000000000000000000000000000000000000..383733682ef718f762842fa71a6d380987ff1bcd GIT binary patch literal 109521 zcmeFZXIN8d+cp|RMJ&V_=CRRajA0lHDAJ^f%maq1;3&O}NR$?Oq@$pWk0Kh7-W&|b zND~Ygx}sv}f+VyA90CzTQCbXjUyIQ(e&74<{q8^Cv489w2ZtDvweE7&^E~f${iLbE zmW{hMqEM(UxD&sa!#`sv)Vk9f*26nHMyUDlkGkK#E&VJAE`CHOpYtdaCqFNDf}i`v z-*yL__wl_*@Kidee(=!#-531)ynK%;D0uwyfrA7eyh7*B30b&^sMiTAUldCE8S*3K z+3v565<;PHzv!O6ls2~H;ZEiR%FHiEo8NzY$2_RNw~}gRgI~MP^EG3qjraGyl?Bv} 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"warnings.filterwarnings(\"ignore\")" ] }, { diff --git a/sphinx/source/tutorials/level2/nanosheared-electrolyte.rst b/sphinx/source/tutorials/level2/nanosheared-electrolyte.rst index 829b1fcf..2d584e27 100644 --- a/sphinx/source/tutorials/level2/nanosheared-electrolyte.rst +++ b/sphinx/source/tutorials/level2/nanosheared-electrolyte.rst @@ -563,11 +563,11 @@ Energy minimization of the 3 steps, before re-increasing a little after the temperature is increased from 1 to :math:`300\,\text{K}`. -.. figure:: ../figures/level2/nanosheared-electrolyte/minimization-light.png +.. figure:: ../figures/level2/nanosheared-electrolyte/minimization.png :alt: Energy minimisation of the confined water and salt :class: only-light -.. figure:: ../figures/level2/nanosheared-electrolyte/minimization-dark.png +.. figure:: ../figures/level2/nanosheared-electrolyte/minimization-dm.png :alt: Energy minimisation of the confined water and salt :class: only-dark @@ -665,11 +665,11 @@ System equilibration the distance between the two walls reduces until it reaches an equilibrium value. -.. figure:: ../figures/level2/nanosheared-electrolyte/equilibration-light.png +.. figure:: ../figures/level2/nanosheared-electrolyte/equilibration.png :alt: Plot showing the distance between the walls as a function of time. :class: only-light -.. figure:: ../figures/level2/nanosheared-electrolyte/equilibration-dark.png +.. figure:: ../figures/level2/nanosheared-electrolyte/equilibration-dm.png :alt: Plot showing the distance between the walls as a function of time. :class: only-dark @@ -814,11 +814,11 @@ Imposed shearing can be plotted. As expected for such Couette flow geometry, the velocity of the fluid is found to increase linearly along :math:`z`. -.. figure:: ../figures/level2/nanosheared-electrolyte/shearing-light.png +.. figure:: ../figures/level2/nanosheared-electrolyte/shearing.png :alt: Velocity of the nanosheared fluid :class: only-light -.. figure:: ../figures/level2/nanosheared-electrolyte/shearing-dark.png +.. figure:: ../figures/level2/nanosheared-electrolyte/shearing-dm.png :alt: Velocity of the nanosheared fluid :class: only-dark @@ -828,11 +828,11 @@ Imposed shearing along the *z* axis. The line is a linear fit assuming that the pore size is :math:`h = 1.8\,\text{nm}`. -.. figure:: ../figures/level2/nanosheared-electrolyte/density-light.png +.. figure:: ../figures/level2/nanosheared-electrolyte/density.png :alt: density of the nanosheared fluid :class: only-light -.. figure:: ../figures/level2/nanosheared-electrolyte/density-dark.png +.. figure:: ../figures/level2/nanosheared-electrolyte/density-dm.png :alt: density of the nanosheared fluid :class: only-dark

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