{ "cells": [ { "cell_type": "markdown", "id": "9d2e6378-fc8e-43fc-9d11-aee4a5789ed4", "metadata": {}, "source": [ "# Getting started\n", "## Introduction\n", "\n", "This page gives a short overview over the basic usage and functionality of magmeas. For this, we are going to use VSM-data from a publically available [example dataset uploaded to Nomad](https://nomad-lab.eu/prod/v1/gui/user/uploads/upload/id/dyT-vLgKTkqK5JeSy_HWwA/files/IFW_VSM_RawData).\n", "\n", "When you are using your own measurement files, make sure that the .DAT files contain the necessary sample information. Refer to the [magmeas README](https://github.com/MaMMoS-project/magmeas) for more information. Alternatively the input of sample information is also possible manually (more information [here](https://mammos-project.github.io/magmeas/magmeas.html#magmeas.base.VSM.reload_qd)).\n", "\n", "## Data analysis\n" ] }, { "cell_type": "code", "execution_count": 2, "id": "9465b7c0-f8db-43d7-b212-74573ea7d2ec", "metadata": {}, "outputs": [], "source": [ "import magmeas\n", "\n", "dataDir = \"IFW_VSM_RawData/\"" ] }, { "cell_type": "markdown", "id": "9df0ff39-2b1e-42ac-89cf-013bd3c83b35", "metadata": {}, "source": [ "Let's start with an M(H) hysteresis loop. The magmeas package can automatically read the example dataset and calculates some extrinsic properties." ] }, { "cell_type": "code", "execution_count": 3, "id": "758fa5cb-5c66-445f-9efc-9c485baff61e", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Remanence(value=0.39461314771557665, unit=MA / m)\n", "CoercivityHc(value=0.2453529830215174, unit=MA / m)\n" ] } ], "source": [ "mh = magmeas.MH_major(dataDir + \"VSM_MH.DAT\")\n", "\n", "print(mh.remanence)\n", "print(mh.coercivity)" ] }, { "cell_type": "markdown", "id": "19407132-fb17-4cb8-b0da-fe8bb854880b", "metadata": {}, "source": [ "Since the extrinsic properties are stored as mammos_entity. Entity objects, we can also get information about their ontology." ] }, { "cell_type": "code", "execution_count": 4, "id": "3d10a2e8-debf-449c-b66b-37c942fc3f5c", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'wikipediaReference': [locstr('https://en.wikipedia.org/wiki/Maximum_energy_product', '')],\n", " 'altLabel': [locstr('(BH)max', '')],\n", " 'prefLabel': [locstr('MaximumEnergyProduct', 'en')],\n", " 'elucidation': [locstr('The value of the maximum energy product (BH)max is deduced from a\\nplot of BH(B) for all points of the second quadrant of the B-H\\nhysteresis loop. BH varies with B going through a maximum value (BH)max\\nfor a particular value of B.\\n\\n(BH)max equals the area of the largest second-quadrant rectangle which\\nfits under the B-H loop.\\n\\nThe maximum energy product is considered to be the best single index\\nof quality of a permanent magnet material.\\nIt is twice the energy stored in the stray field of the magnet of\\noptimal shape.', 'en')]}" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "mh.BHmax.ontology.get_annotations()" ] }, { "cell_type": "markdown", "id": "d6998492-cf6b-4615-ad0a-8cea6b9448f0", "metadata": { "editable": true, "slideshow": { "slide_type": "" }, "tags": [] }, "source": [ "## Plotting\n", "\n", "There is also plotting functionality compatible with common matplolib keyword arguments and the ability to either pass existing matplotlib objects to the method or returning dynamically generated figures and axes for additional formatting, enabling the integration of magmeas features in common plotting workflows. In the example below we're doing the latter option." ] }, { "cell_type": "code", "execution_count": 5, "id": "0893f502-e05f-4364-9d47-19aa9b3b1334", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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7+spzuto8D92upC05KT4+3jQZ8tbnc9cQnrdvV194Tl/57LjjOX3hNbrj8+ML29Udz+kLnx1f2K6+8Jy+8tmpruckbcmBaRS1c6c22tEmO9rZtHjX05rm6uezPpcrn1N5+3b1hef0lc+OO57TF16jOz4/vrBd3fGcvvDZ8YXt6gvP6SufHetzapCUlpYmTZs2NTPmOYqRBzslJiZK8+bNHd7AAAAAQG2TkJAgcXFxDi/HyIOddMTBuqGZfQgAAACeSEc79IC4dd/WUQQPdtJUJaWBA8EDAAAAvGHf1lHMtgQAAADALgQPAAAAAOxC8AAAAADALgQPAAAAAOxC8GBHJz5tqNGrVy/7tigAAABQy+m+re7jOtp1mj4P1dh9MDMzU3Jychx6AwB3CA4OlrCwMDY+AAA+JrWKHbWZqrWaaOCwfPly07kPqO0CAgJkwIABBBAAAMAhBA/VREccNHDo0aOHREZGVtfDAtXu7NmzsnHjRvOZZfQBAAA4guChmmngoENBAAAAgLehYBoAAACAXQgeAAAAANiF4AEAAACAXQgeYJdbb71V/Pz8yj01btzYo7akrvOMGTOq9BgHDhyocJt07drV3G/FihXmsp5bt2WrVq2kOm3atEmCgoLMOgEAANQUCqZhNw0Qli5dWm7fAF81bdo0ueKKK8pcHx4ebs51Bq6ffvrJNGKpCdu2bTPPn5eXVyOPDwAAYEXwALuFhITIhRdeyBYrpW3bthVuF23AUhPbTada/c9//iOPPPKIhIaG8r4AAIAaR9oSqtWGDRtM+oym5lidOHFCGjZsKEOGDBGLxWKu++GHH2TYsGFSp04dM2rRunVrk0ZUUFBQIiXogw8+kJEjR0pERIQ0atRIHn/8cdMZ8c9//rOZElevmzJlStHjWpd755135MorrzRH/1u0aCGPPfZY0WPbcubMGbnjjjvM4+mOuO7sf/vtt9WyTUqnLdmyYMEC6dKliwnQdH11W1TWcPDzzz+XmTNnyoMPPihPPfVUtawrAABARQge4BBNjbF1su68n3/++fLAAw/Ia6+9Jt999525TnfKdUf41VdfNTvRmzdvlkGDBkn9+vXl3XfflU8++UQuueQSsyP83nvvlXi+22+/Xc455xxzn8GDB8vDDz8svXv3Ns3NlixZIqNHj5ann37aBBnF3XXXXSa40PvcfPPNZmd86tSpNl9TVlaWDBw4UD766CN54oknzDJxcXEyfPjwotdQEQ1KSm8PRzqNz5o1S/7617+a16ev8+677zbBgF5XkV69eplg6aGHHpLAQAYRAQCAC1hgl5SUFN07Nue2JCcnWz7++GNz7o1uueUW8/rLO82ZM6fovjk5OZZu3bpZOnbsaFm4cKG5/f333y+6/fXXX7dcdtlllvz8/KLr9P8xMTGWO+64w1zev3+/We7aa68tus+xY8fMdZdccknRdQUFBZbo6GjLxIkTSyw3aNCgEuuvtwcHBxe9f3qf6dOnm///97//NZfXrFlT4nH79etn6dmzZ7nbxPpctk4hISFF91u+fLm5Ts+t27Jly5bm//p5CQsLs9x5550lHnvBggVmmW3bttnx7liKtrOuU2W8/bMKAACc36etDIcrXeREapacSMuu8D5NY8OkbkSwnEnPkSPJmdK1WWGn6r0nz0pmTsVHsjs0ipLgQH85dDpD8i0WaV0/QvILLPLr0dSi+zSMCpGG0c7nxjdp0kQ+/vhjm7c1b9686P+atqQjDzpCoOlFt9xyi4wZM6bo9ptuusmc9Ij/rl27ZPfu3fLLL7+YI/bZ2SW30UUXXVT0f00pUhdccEHRdTqSoalPycnJJZbT0YbidITi2WefNYXLmi5VnKYnaTG4jpoULzrWtKf7779fkpKSzHOUZ/r06TJixIgS1/n72zeop+uTmZkpf/rTn8o8t/r6669NOhMAAPBMefkFcjY7TxKTMs1+2amzOdK6frgM6txIggI8LwmI4MFFFq09JM9+u7vC+8y++hy5rncLWbb9mDywZKscmF04g8+k9zfLpkMld45L+2nqQGkSEyazv/xV0rLy5I0/XyAZOXky4j8ri+4zcVB7uWdIB6dfg9Ym9OzZ0677nnfeeXLuuefKzz//XLQjbKU7y3//+9/ljTfekNzcXFPvoEGCBh3W9Kfixcalaf1DZZo1a1bistZcWGsbSjt9+rQcO3bMPL8tR48erTB40GlX7d0utp5bXX755TZvP3LkiFOPCwAAyqcHWE+mZUtufoHk5BfIhoNJ8tmWoxIWFGCu04OwevB2+c6T5v6x4UFSJzxY9p9Kr7bNeu+QDvKPQe097m0ieKjEvHnzzMmRHHZbxl3QQobEFx45r2jkQQ3t0rho1EHNvebcSkce6kWEmPMHhnc2Iw8qPDhQPv173xIjD67y3//+1wQOGkBMnDjR1DjExsaa2/Sy1ihofYPm+VuDAesOfnU4depUicvHjx8v9zl0vdq3by9vvfWWzcfS4KamWLfJokWLpEOHsoGddbQFAABfUVBgkaSMHHM6m50vp89my54TZ+WtdYekW1yshAX5y69H02Tr4ZSiZQL8/UxAUFOSM3LNyRnnNY+VyJBAWbPvtOQVWMz/NXAYd2ELcSetnQwICJAJEyaYk70IHiph3aA6w48W4DpL04XsTRnS1CU9WbVtEGn387SoV9hbwPqHVDwIcZWDBw/KpEmTTMqSpvRofwMNGDSVSa1cuVIGDBggV111VYlZmk6ePFnhjEiO+PDDD+Xaa68tuqzBis68ZGvK1EsvvVQ+/fRTE1joTEdWTz75pEmn0h37mqLroyM6hw8flhtuuKHoen1eTZnSAvHiKWEAANQWOXkFkpaVa3biNyekyPKdJ+ScZjFm/+PV1SWbltaPDJFTZytO37bHwdMZNq+3N3Do0ChSdh0/W3Q50N9P/nReU0lKzzGPfWnHBtK1aYz0bFVHwoIDRHdL6kUGe2R6UWXWr19vM8OjMgQPsJvWI6xZs6bc27t162ZmQdKgQXfU58yZY9J9dHrVf/7zn6buQVOYtBZCRx1eeukl6dy5s5l9Se+j9Qvp6dUzHKiPr0ftNR1Ip0jV0SOdSclWytNtt90mzz//vJlKVqc91QBCaw10xiNNryovnak61KtXTyZPnmyCBA1Q+/fvbwIJvazbQ0duAACoKk0LTsrINUfxE5MzZfWeU/LhL0ekT5t6Eh4cIO+sT6iWjfxLgu00a3sDh6iQQEnL/qMG8LpezU1mRmZuvhw4lS43XdhSmtcNF39/PwkPCjA7+CGB/uY3E65B8AC7aV1Anz59yr1906ZNsnr1alOArDvv1joB3QHXo/c6ZevFF18s//73v02tg3Zm1oBE04L0/9u3bzdTlVY1RUxpXwcNGubPn2+CAQ0e7rzzTpv31YBC+07oVK66I5+SkmLqGGbPni333XdfldfFnnXVYnRdR512VrebpnPpyEdVRrsAAN4hPTtPftp7Wn7YfVKycvPF389PCiwW+XH3KTmaklWlx/54s/O1dT1axEr7hlHy88EzJlVad+jH9GgmXZrFSERwoNSPLMykYMfeu/jplEvuXglPYE1b0h1LW0M8er3ugPbr148dPjfSvgcajCxcuLBEozr8gc8qALiO7madPJttZkPceChJ3l2fIKlZeXI2K08GdGpg0n0OJ2e6bH2u7dlcmsSGSlauzgCUK1f3iJPmdcIlKjRQQoMCXLYeqL37tJVh5AEAAMCO/P5jKVmy42iqvLBij+w+ftak0vRtV19+O1Y4/aajPt96zK77XdS2npl1USdEuaF3C+nduq50i4sxdQTs8MPVCB4AAIBP0ak4V+45Jcu2H5ejKZkSHOBvRgcqmxbdFn0ce4y/uLVJNdJZg646r6kJABrHhEpIIEf74VkIHuBVtFaBTDwA8D06W86B0+my8VCyPPbpDnOdFgJnVDLVuSOuPLepNI0JlZ3H08yIgzb5avl78S7gKwgeAABArZWalSt7T5yV935OkLfXOTYjUHmBQ9dm0bLtcKpp/PWXS9rIpR0aSKfGURLohdNxAtWN4AEAALiF9ghYt/+M3LVoo6kpqKpJQztIo+hQUweg8/VHh9bcVNuAryJ4AAAANTbF6H9/2CfJGTmy+8RZWb33tMOPEd8kWi4/p7EE+PtLr1Z1TIfh4EBGCAB3IXgAAADOT0Oali0/7D4lk97f7PDy57esYzoSa9+CcRe2kLYNInkngFqO4AEAAFQoOy9ffth1Sn47miq/HUuTz7YetWuLaU1BckauTL2sk+knoE3DaBgGeDaCh2p29uzZ6n5IoFrxGQVQ0UiCphY9+81uWXfgjN0b6uER8Sa96NzmMabTMADvxV94NQkODpaAgADZuHFjdT0kUGP0s6qfWQC+K7/AIp9vPSp/f3uT3cv85/rupmFZvciQGl03ALUXwUMl5s2bZ075+RXPEx0WFiYDBgyQnBzHO0wCrqaBg35mAfiOrYkpcuXzK+2675/ObSqPXtVFYsM5yAB4q169epmDiRMmTDAne/lZ6Khll9TUVImJiZGUlBSJjo52/p0CAMAFowrPfrtbnvt2d4X3qxsRLFOGd5TRPeLocQD4iNQq7tMy8gAAgIcrKLDIvOV7ZOHqA3Im3fYIeM+WdeSidvXlHwPbESgAcBrBAwAAHuhoSqa8/tNBeXHF3nLvs/iui8x0qABQXQgeAADwAJpl/N7PCTJl8dZy7/PWXy6Qi9rWd+l6AfAtBA8AANRS2pm5z6zvJDO37KQdQQF+svDW3tK3PcECANcheAAAoBZJzcqVWZ//Jm+vO1Tmtjv6tZG/D2ovkSH8fANwD759AACoBSlJt726XlbsPFnmtnPjYmTJ3y6WAH8/t6wbABRH8AAAgJsChnvf2yxLNx0uc9vV3ZvJnGvOJWAAUOsQPAAA4EJ7TqTJHW9skL0n00tcf3vf1nL/8I4SEhjA+wGg1iJ4AACghqVl5co5M5bZvG3rjKESFRrEewDAI/iLB1m2bJlppR0eHi6tW7eWuXPnmmHfiqxZs0YGDBggERER0qhRI7nlllvkxIkTLltnAIDvSkzKkIH/WlEmcPhx8gA5MPsKcyJwAOBJPGbkQYOAESNGyLXXXiuPPfaYrFy5UiZPnix5eXnywAMP2Fxmw4YNJnAYPHiwLF26VI4cOSJTp06V3bt3y+rVq13+GgAAvmHOV7/JvOUlm7c1rxsmKyYNoI4BgEfzs1R26L6WGDZsmCQnJ8vatWuLrpsyZYq8+OKLcvz4cQkLCyuzzKBBgyQzM9MEGv7+hYMsS5YskYkTJ8oPP/xgRi/slZqaKjExMZKSkiLR0dHV9KoAAN4iMydfJn2wWT7bcrTE9Z/c3VfOiYtx23oBQHXu03pE8JCdnW1e3MyZM0uMMqxfv1569+5t0pmGDBlSYpnTp09Lw4YN5bXXXpMbb7yxyutA8AAAsGX/qXQZMHdFmes3PTxE6kQEs9EA1CpV3af1iLSlffv2SU5OjnTo0KHE9e3atTPnO3fuLBM8bNmyRQoKCqRBgwYybtw4+fjjj019xNVXXy3PPfecxMbGVhis6Kn0hgYAwGr5bydkwlsbJSPnj+7P067oLH/u21r8/OjJAKB2s7VvGxISYk4eHzxoZKRKR0dRUVHlvviTJwsb7YwfP14uu+wy+fDDD02tg9Y8aDDy448/lvvlPmvWLDPKAQBAaW+sOSgPf7itxHXPXHuujOoex8YC4DGaN29e5rrp06fLjBkzPD940BGEiljrGYrTkQp1/vnny4IFC4pqIHTE4frrr5evv/5ahg4davPxNMC49957S1ynAYqtjQwA8A2bDiXJqBdKTrax6oGB0iy2bM0dANR2CQkJZQ7MVzbq4DHBg+ZlqbS0tBLXW0ccrLfbGpXQGZqKGz58uDnftGlTucGDPUM2AADfsHrPKblhwR+TdahXbukpgzo3cts6AUBVaeDgtTUPbdu2lYCAANmzZ0+J662XO3fuXGaZ9u3bm/PStQu5ubnm3NbsTAAAWOUXWKTtg5+X2CBf/bOfdGxceHAKAHyRRzSJCw0NlX79+plpVotPDrV48WIz6qAzLpWmAUWrVq3knXfeKbGMFk6rSy65xEVrDwDwJCfSsmT8q+tLBA73DO5gGroROADwdR4x8qCmTZtmmr2NHTvWFEFrk7c5c+bI7NmzTcdplZiYaE7du3c3aUd6u97/uuuuk7/85S+yY8cOeeihh2T06NHmPgAAWOXmF8j87/fK3GW7iq676cKWMvNPXcTfn9mTAMBj+jxYaZdorQLXqVmbNWsmEyZMkPvuu6/odq0O11mS9u/fb0Yd1KeffiqPPvqombq1bt26ZtrWxx9/3OGaBvo8AIBvzaC08/HhEhIY4LZ1AoCa4BNN4moDggcA8D6/Hk2Vy579sehyoL+fvHxLTxnQsaFb1wsAaopPNIkDAKC6i6EXrT0oj3y0vei6CQPayqShHWnwBgAVIHgAAPiUj345LE9/uVMOJ2cWXfd/154nI7s3c+t6AYAnIHgAAPiEggKLPPPNLvnPd39M+92zZR35zw3dpUkM03cDgD0IHgAAXm/HkVRZf+BMicAhMiRQ3vrLhRIc6BGzlgNArUDwAADwWunZeXL9y2vkt6Npcm2v5kXXnxsXIx/d3det6wYAnojgAQDglQ6eTpdL56ww///TuU2lbkSw+X98k2gCBwBwEsEDAMDrahv+8c4m+Wr7MWkcHSr3Du0g2w+nyLPf7pZ/DGwn9w7t6O5VBACPRaInAMBrHEnOlDYPfi6fbjkqfdrWl+8mXSq/JCTLaz8dlHYNI+WeIR3cvYoA4NEIHioxb948iY+Pl169ernmHQEAOGX7kRS5aPZ35v+je8TJ6+N7i7+fn/y4+6TEhAXJlxMvoYcDAPxO9211H1f3dR1Bh2k70WEaAGoni8UiX247JpPe3yzpOfnyzLXnyqjucea2NftOyxdbj8pNfVqZkQcA8HWpdJgGAPhyfYOmKakrujWRp0d3k4iQwnK+vSfPmpmW5t3Qg8ABAKoJBdMAAI+UmpUr97zzi/l/o+gQef767kVpSXn5BTLoX9+b/w/q3NCt6wkA3oTgAQDgcXRU4Y2fDspvx9Lk1dt6Sf+OJQOEz7cdM+dD4xtJSGCAm9YSALwPwQMAwKPM+Hi7vLr6gLRvGClf/PMSiQ4NKlMD8b+V++Xc5rHy35t7um09AcAbMdsSAMBjaPGzBg5qyd8uKhM4qJV7TpnpWW++sKUb1hAAvBvBAwDAI3y25aj8/e1N0qlxlPz66HCJshE4qJteWWfOe7Wq6+I1BADvR9oSAKDWz6g06sXVsjkhWYbEN5IXx/WQwADbx77yCyxF/29RL9yFawkAvoHgAQBQq7V76HOxxgQvVBA4qPd+TjDn4y5o4arVAwCfQtoSAKDW+r9vdpnAIdDfT/Y+ebkEVRA4qC+2HZPuLWLl0au6umwdAcCXEDwAAGqlDzcdlme/3S2jujeT3U9cJgH+hT0cKrLjSKr0bFnHrvsCABxH8AAAqHU+2XxE/vnuLyYQ+Nc15xY1f6vIgVPpcupstvx6NM0l6wgAvojgAQBQq2Tl5suUxVvM/1+88Xzxt3MUYVNCkjm/e2C7Gl0/APBlBA8AgFrlzTUHzaxJX/7zEqkfGWL3cjuPnZXerevKBa2ZohUAagqzLQEAao1Ve07J4o2H5fOJl0jbBpEOLRtXJ8ykOdmT4gQAcA4jD5WYN2+exMfHS69evZzcxAAAe926cJ3k5hdIm/oRDm00HamY/8Ne+WnfaTY2ANhB9211H1f3dR3ByEMlJkyYYE6pqakSExPj0MYFANjv5wNnJDffIhEhgQ6PHuisTAlnMqVFXRrDAYA91q9fL9HR0eIoRh4AALXC97tOmvOFtzo+0nskOdOc33hhy2pfLwDAHwgeAAC1wudbj8roHnFSNyLY4WUzc/Plorb16O8AADWM4AEA4Hbr9p+RvSfTpXGM/bMrFffZlqPy2zH6OwBATSN4AAC43bQPt5rza85v7vRjnEnPqcY1AgDYQvAAAHC7XcfPmvNWDs6ypBKTMsx533b1q329AAAlETwAADzaW2sPmfNresa5e1UAwOsxVSsAwK0sFovp69CnbT2nlk/KyDXnw7o0ruY1AwCUxsgDAMCtNiUky75T6XJJ+wZOLX8iNUsGdmoooUEB1b5uAICSGHkAALjV51uOmvM64UFOLf/tbyckOpSfMwBwBUYeAABuVTeysK/Duc1jnX6MqFDnAg8AgGMIHgAAbhXk7y9dmkY7lXaUlZtvzu8Z0qEG1gwAUBrBAwDArZrVCZNBnRo6tWxufoE8Nfocp4utAQCOIXgAALjVqj2n5JtfTzi17OaEFJmyeKsUFFiqfb0AAGVRYQYAcKtFv/dpcMbqvafMeRQF0wDgEow8VGLevHkSHx8vvXr1cs07AgA+qG0DxztLq+93nTTnMWEUTAOAI3TfVvdxdV/XEX4W7c6DSqWmpkpMTIykpKRIdHQ0WwwAaoGnvvxNPt1yRH6cPNDdqwIAPrFPy8gDAMBtTqRlyVfbjxXNmuTw8qnZ0jAqtNrXCwBgG8EDAMBttOD5jjc2SFpWnlPLL96YKBsOJlX7egEAbCN4AAC4TXp2YdAQGcL8HQDgCQgeAABuczY7T/z9REKDHP85sk7PykxLAOA6BA8AALeOPESEBIqfn5/Dyx44nW7OR3RrUgNrBgCwheABAOA26Tn5Tqcs7T9VGDz8Y1D7al4rAEB5CB4AAG6Tm18gQQHO/RSdSMs25/UiQqp5rQAA5SF4AAC4TYHFYmoenLF042FznpyZU70rBQDwjuBh2bJlphteeHi4tG7dWubOnSuO9Li7+uqrpVWrVjW6jgAAx4qe/Z2MHhpEF4441A0PZpMDgIt4TPCwZs0aGTFihHTq1EmWLFki48aNk8mTJ8tTTz1l1/JvvvmmLF26tMbXEwBgv56t6srV3Zs5tcnqRwRLr1Z1JNDJtCcAgOP8LI4cunejYcOGSXJysqxdu7bouilTpsiLL74ox48fl7CwsHKXPXLkiHTt2lUiIiIkICBADhw44PJW3gCA6vXDrpOSnVcgQ+IbsWkBwEX7tB5xuCY7O1tWrFgho0aNKnH9mDFjJC0tTVauXFnh8rfffrsMHTpUBg0aVMNrCgBwxO7jaXLw9ylXHfXmmoOyaO1BNjgAuJBHBA/79u2TnJwc6dChQ4nr27VrZ8537txZ7rILFiyQDRs2yPPPP1/j6wkAcMysL36TRz/Z4fBm00HzZTuOy88HktjkAOBCzk2u7WI6rKJKD61ERUUVDb/YcvDgQbn33ntl4cKFUr9+fYdGOvRUXHnPAQBw3qyrz5Gs3HyHl8v/vbt05yaFvwMAAMfY2rcNCQkxJ48feSgoKKjwdn9/f5tHpcaPHy+XX365jB492qHnmzVrlskFK35q3ry5w+sNAKhYo+hQaVkvwuHNpEXSjaJD5OJ29h8YAgD8QfdtS+/v6j6wV4w86ItRWt9gK2Ky3l7cvHnzZMuWLbJ161bJy8sz11lrw/WyBhy2gg41depUM2JR+rkIIACgek1dslWuOKeJ9G3vWBCgoxXHU7PFM6b8AIDaJyEhoUxWT2WjDh4TPLRt29bMkrRnz54S11svd+7cucwyH3zwgZw6dUqaNGlS5ragoCCZPn26zJgxw+bz2TNkAwCoGj2g897PCdKlabTDwcOR5Exz7myxNQD4uujoaKdmW/KI4CE0NFT69etn+jtMmjRJ/PwKGwotXrzYjDr07t27zDLz588vM1Ixc+ZMUzz98ccfS9OmTV22/gCAsnLzLaZ2ISwowOHNo6MOqnFM+dN0AwCqn0cED2ratGkyePBgGTt2rKllWL16tcyZM0dmz55tOk6rxMREc+revbt07NixzGPUq1dPgoODpWfPnm54BQCA4jJzCgulw4IdDx6OpRaOPDSJCWWjAoALeUTBtBo4cKAZadBpWUeOHCmLFi0ywYN2mS4+LWufPn3k6NGjbl1XAEDlMnOdDx7yf59H47zmsWxqAHAhjxl5UNokrnSjuOK0hqG8Ogb16quv1tCaAQAclZFTOJmFM2lL/oXZq9KxMVO1AoAreczIAwDAS0cenAge9p48WwNrBACoDMEDAMCtNQ/hTqQt/bj7lDl3psEcAMB5BA8AALeOPIQ6MfJwYZt6EhUaKNGhQTWwZgCA8hA8AADcomvTGHnzzxdIgyjH++p0bhIl1/ZsLv7W4gcAgEt4VME0AMB71IkIdrg5nJV2lj6TnlPt6wQAqBgjDwAAt9h0KEn+vWynU8t+99sJ+W7niWpfJwBAxQgeAABusf9Uunyyxbm+PJ9uOSrJGbnVvk4AgIqRtgQAcIure8SZk7P6dWhQresDAKgcIw+VmDdvnsTHx0uvXr3s2JwAgJqWl18gfn4iw7s0ZmMDgJN031b3cXVf1xGMPFRiwoQJ5pSamioxMTHOvj8AgFL+tWynrNt/Rt69o4/DU7xqwfSu42lsUwBw0vr16yU6Otrh5Rh5AAC4xen0HMn4vVGcM83l6DINAK5H8AAAcIusnHwJc6JBXGpWYaG0M/0hAABVQ/AAAHALHXUIC3Y8eDiZVtjfoWFUaA2sFQCgIgQPAAC30NoFZ0YeGkYXjjj0bl2nBtYKAFARggcAgFto7UK4EyMP2bkF5rxeBGlLAOBqBA8AALeNPIQ6ETx8++txcx4SxE8YALga37wAAI9KWzp5Ntuc1wkProG1AgBUhOABAOAWfjp6EOj4z9D5LQtrHaJCaVUEAK7GNy8AwC2+vvdSp5br1Dhanhp9jlOjFgCAqmHkAQDgUf77wz55Z32C+Pnp2AUAwJUIHgAAbnHNS6vlw02HHV5uyaZE2XQouUbWCQBQMYIHAIBbdIuLlYYOdonOL7CIxVJjqwQAqAQ1DwAAt3h4RLzDy5xIyzLn/7u1Zw2sEQCgMow8AABcrqDAIlsTUyQ5I8eh5Q4nZZrzZrHhNbRmAICKEDxUYt68eRIfHy+9evWq7K4AADvl5BfIlc+vlO93nXRomx1OLgwe5ny1k20NAFWg+7a6j6v7uo4gbakSEyZMMKfU1FSJiYmpynsEAPhddl6BOQ8KcOwY1pHkwrQlR0csAAAlrV+/XqKjo8VRjDwAAFwuN9+54OFMemF36ZAgfr4AwB349gUAuFzO7yMPwQ52mG7w++xMIYE0iAMAdyBtCQDgtuAhKMCxRm9/7ddWVu45LSEOBh0AgOrBty8AwG1pS44GAVm5+ZKdm0/wAABuQvAAAPCYgunLn/tR1u4/43C6EwCgevDtCwBw28iDo0HA5GGdzDk1DwDgHgQPAACXiwoNlMGdG0p0aJBDyw3v2ljaNYwkbQkA3MTPYrFY3PXknsTa5yElJcWpOXEBAFWTkZMn761PkIvb1ZdmdcIkPJg5PwDA1fu0jDwAAFxOC59Pnc2WggL7j18dT82WGZ/skFNncwgcAMBNCB4AAC63YudJ6fn4N5KcmWv3MmfSC7tKP/ThVvli69EaXDsAQHkIHgAALtejRay8fHNPU/tgr6Tfg4fG0aES6OAsTQCA6kHCKADA5RpGh8qQ+FCHlklIyjCzM7355wvE39+x5nIAgOrBoRsAgMttO5wiL6zY49AyB09nSFydMDmelmVqJgAArkfwAABwuY2HkuSZr3c5tMzRlEypGx4sfWZ9J1/vOF5j6wYAKB/BQyXmzZsn8fHx0qtXr8ruCgCwU05egQQ7WLeQnJErYcEB5v90mIbKzs6WGTNmmHPYh23mOG/dZr169TL7uLqv6wj6PNiJPg8AUH00ZenlH/bJpkeG2r3M8P/7QZrXDTejDq/e1kv6d2zIW+Lj+G1mm/E5cxx9HgAAHjnyEOTgyMNf+7WRQZ0KA4aQwMIRCACAa5G2BABwudz8AodTj67uESfdW9Qx/ydtqfo5mrpQXctWx/K++LrZZp61zbwJwQMAoNbXPGiwsWRjohw4nW4uhzgYeMB7d6J99XWzzTxrm3kT+jwAAFwuN9/i0OhBenae3PveZrm9b2tzOTSI4MERBQUFcuTIEYmKihI/P9s9MvLz800utDOqsmxVlrcu447nruqy7nputpnj2ywlJaXo7wgEDwAAN8h2sOYhJixIfntsuKzZd1oWrNwvwQHUPDhCA4fmzZtXvp1jYhx63OpatqrL2/PavPF1s81cu83OnDkjsbGx4usYeQAAuNxV5zWVS9rXt/v+erQ8NChAokKD5NzmsRIeQvDgCB1xUAkJCRIdHe3w+wX4Mh2t0QC1Xr167l6VWoHgAQDgche2cexH+MCpdJm6ZKs8PqqrfDTh4hpbL2+jOd560hQXpYEDwQPgnN69e0tAQIBMmDDBnHwVwQMAwOVW7zllzi9qZ9/ow5mMHPlp32nJzi0Qi8VSbt4+SrLu5FjndQfgvPXr1xN8e9psS8uWLTPd8MLDw6V169Yyd+5c8yNSHi1seemll6Rbt24SGRkpbdq0kXvuuadKxU0AgKr736r95mSvrNzCI+efbT0ibR78XPILyv/uBwDUHI8ZeVizZo2MGDFCrr32Wnnsscdk5cqVMnnyZMnLy5MHHnjA5jJPP/20TJs2Te6//34ZNGiQ7Nq1Sx5++GHZtm2bCUQ4cgUA7jH/pp5SUMHBn9J0xEFd3K6+NIsNlwB/Rh4AwB08JniYPn26dO/eXd544w1zefjw4ZKbmytPPvmkTJw4UcLCwsqMOjz11FNyxx13yKxZs8x1gwcPNsUu1113nWzYsEF69uzpltcCAL5Od/4DxM/hkYcuTWLkorb2F1oDAHwwbSk7O1tWrFgho0aNKnH9mDFjJC0tzYxClKapSTfddJPccMMNJa7v1KmTOd+7d28NrzUAoDwPLd0qL6zYY/cGyvw9eNhz8qx89MthNiwAuIlHBA/79u2TnJwc6dChQ4nr27VrZ8537txZZhmdh/e5556Tiy8uOSvHhx9+aM67dOlSo+sMACjftsMpknAmw+5NlJVbIFoj/f2ukzLr89/YtADgJh6RtmTt7Fd6ejnrvNX2FkCvXbtWZs+eLVdeeaV07dq1wpEOPRVHkTUAVJ+cfItDTeKSMnIkNixIcvMLJITu0gBQZbb2bUNCQszJ40ceKmsH7u9f+ctYtWqVqZPQWZoWLlxY4X21RkKntCt+qmr3SgDAHzQICLTju9vqZFq2NIgKMYXTIYEe8dMFALWa7tuW3t+11glXxCO+ga1zU2t9g62IqbK5q999911TLN2iRQv59ttvK+0QOHXqVDPaUfykXTkBANUXPAQF2l8wfc+QDvLKLb0kOy9fggke7KYN4uLj48005wCqRv+O4uPjzd+VN9B929L7u7oP7BVpS23btjUd/fbsKVlcZ73cuXPncpfVXhA6pWv//v1l6dKldjXJsWfIBgDgvLx8iwQ7kLYUExZkTtl5OvIQwKa3E03igOrjbU3iop3sOO8RIw+hoaHSr18/WbJkSYmmcIsXLzbBgLYLt2X+/Pmmx8PYsWPlyy+/pLsmANQSOTry4EDw8NSXv8l7PydIjgkePOKnCwC8kkeMPCht9qapRxoIjB8/XlavXi1z5swxBdDacVolJiaak/aDSEpKMt2kW7VqJXfffbds3LixzGhGgwYN3PRqAMC35ToYPCRn5Ep6dp5JWyJ4AAD38ZjDNwMHDjQjDTot68iRI2XRokUmeNCUJKsFCxZInz595OjRo/L5559LZmamHDhwQC655BJzffHTZ5995tbXAwC+LDdPgwf7ax5mXX2O3HZxa5O25Mk1D8uWLTN503rQSyfw0NTa4iPqpWVlZUlQUJD4+fmVOEVGRrp0vQHAys9S0bcWShRna4qUFpN4U74bALhDYlKGRIUW1jHYQ0cdQoMC5OPNh82IxYhuTcXTrFmzxqTgXnvttTJu3DjT4PTJJ580pwceeMDmMj///LMJNt58800zYm6ldYCOFEHzGwY4z9v+flKr+Ho8Jm0JAOA94uoUppva68Inv5WJg9vL7Ze0EU81ffp0k1b7xhtvmMs6fXhubq4JHiZOnChhYWFllvnll18kMDBQxowZw0QeAGoFzx37BQB4pLz8Arn7rY2ybv8Zu5fJzM03Iw/rD5yRPSfOiqfRxqMrVqyQUaNGlbhegwKdhlxHIWzR4KFTp04EDgBqDYIHAIBL5VsspmO0zpxkD71fXoFFwoIC5MElW+WttYfE0+zbt09ycnKkQ4cOJa5v166dOdd6PlusIw9Dhw6ViIgIqVu3rtxxxx1l+h6VDlQ0LaH0CUDV2Pq7ys7O9rnNSvAAAHAp7dOw6PYLpW/7+naPOqiw4AB5+68XysRB7cXTaG6xKp1fHBUVZc5t7dxrSeKWLVtMT6OrrrpKvvjiC3nooYfk7bfflssvv1wKCmwHX9ohtnTXWO0kC8A9HZm9DTUPAACXKiiwSJaZcjVAAvwrn3Epyxo8BAVI/UjPbOBZ3o6+lb+/v83g4eOPPzbTinfp0sVcpwXXjRs3lhtvvFG++uorueyyy8ospx1i77333hLXaXBCAAE45mx2ngQW+47SjszRpQ4A+GJTYUYeAAAudTwtS+If+Up+3H3Srvtn5hQGD1rzcO97v8jXO46Lp9EjlKp0upF1xMF6e+mAon///kWBg9UVV1xhzjdv3mzzuXRnxto5tvgJQNlZ3HYdT5Pvfjsur60+IE98tkNe/mGfue1EWpZ0na7fU6eK7m/r7yrEB4MHRh4AAC6Vm1c4Q3iwnU3iiqctfbntmHRpWnZHu7bTaVZ1elVNQSrOerlz585lljly5IjpSTRs2DBp0aJF0fXaw0jR6BSonI7gpWblmWmhT53NlukfbZeEpAxJTMqUM+k5RffTvjPNYsOkX4fCBsINIkPk2evOk3Oa6ffNH/cDwQMAwMVy8gtTeIICHQsewoMDTPG0J3aYDg0NNSlHS5YskUmTJplGb0qbn+qoQ+/evcssk5eXJ3/961/lwQcflCeeeKLo+nfffdcEItoAFUDZkcoticlybvNYM1r597c3SUpmrrzx5wtM6mNyZo50bhwtQzo3kri6YWba6OZ1wqVhVIj4F0tR0r/Rq85rZv6fmkrwUBwjDwAAl8q1Bg92jjz4+/lJmwYR5odfZ13y1A7T06ZNk8GDB8vYsWNl/Pjxsnr1apkzZ47Mnj3bdJxWiYmJ5qT9IHS04bbbbjP30R4Qffr0KWosd/fdd5eZuQnwxVGFoylZsvFQkmw4mCQbDybJ9iOp5nvi7b9cKH3a1pObLmwp+QWFo50RIYFmsgZUDcFDJebNm2dO+fmFR74AANUVPFReLK3Oax4r393XXzJy8sxlTxx5UAMHDjQjDdosbuTIkdKsWTMTGNx3331F91mwYIHMnDlT9u/fL61atZIXX3xR2rRpYxrLPf744xIXFyePPvqo3H///W59LYCrg4QjKVkSGxZkAoAlGxPlzTUHZfeJs5KWVfi90KJuuJzfso6M6dlczm9RRzo2LpzJ7II29XizyqFd6nUUc8KECeZkLz+LviPwudbkAOAueoRw9Iur5et7+kn7RoU/8PZIzsiR8x79Wl668XwZ3rVxja6jt+E3DJ4yE5vWIuw+kWYCAw0UdORAi5d7P/Ft0d/+J5uPyPLfTkjbhpHSvmGknNciVhpGhdbYennb309qFV8PIw8AALeMPATambakRxlnfLxdvvxnP48eeQBQcgrm73edNB3jdx8vDBb2njwrWbmF3w+RIYEyuHNDEzxo8fLC23rJeXGx5rYrz21qTnAPggcAQK1OW4pvGi13D2wnefmFA+UED/Yj9Ra1SVpWrqzZd0aGxDcSzXu5880NEhUSKB0aRUm3uBi5ukecGUlo3yhSGkeHFk0soOcDOjb02DQfb0PwAABwKS2UblM/wjSJs0enxtHmtOdEYY+EkCBGHuxl3cmxpikA7vTOugT5z3e75ccpA83UqesfGiz1IoKLgoTabv369V6RtlRV1Dz4aL4bAHiK346lyrGULLmwTT357ViatGsYaVIaYD9+w+DO9KR1+8+Y/gk66ng8NctMj+pJvO3vJ5WaBwCAN/tw0xH5cttRWXH/ADPzEoDaRWdCO3QmQw6dzig8P5MhB3//f2JShhltXDVloNSJCPa4wAFlcegGAOBSn289KlOXbJXVDww0s6lUJjMnzzR70mLKN346KBMHtTc7IQDcY9OhJFm09pA8Pbqbaax2/X/XyObEFHOb9mPRaVNb1AuXQZ0amvO+7erzN+tFCB4AAC7VoVGk/K1/W7ubvWmH6bDgAElKz5Gf9p6Wvw1oW+PrCKCkbYdTJDUzVy5qV1/Ss/Nl38mzkpadZ2oXHry8swT4+5lAQWdG8pQaBjiH4AEA4FLtGkaZk70ycwvM0cyererKV/cUTtcKwDV0KtVnvt4ln209Kpd2aGCCh77tC09WNGLzLQQPAACX0rzoHUdT7W70lpmTb4IHAK6TcCZDnv12t+mzotOmaorS1T2a8RZAmO8OAOBS3+8+KX9/e6NDs7WEBgfIV9uPSeeHv5SUzNwaXT/Al51IzZJHPtomA/+1QlbsPCGPjIiX5ff3l7G9mtvd2BHejZEHAIBL5ecXmPxoe2ledbPYMMnJKzD1Dw4s6vNoEgdHfLntmEx8Z5NpxPjPwR3ktotbSXgwu4pWNIkrxCcCAOBSeQUWCfS3/wimFkrr7EoF2pJWxKHAw9fRJA6VOXAqXQ6cTpf+HRuaqZD/1r+d3HpxK1MIjZJoEleI4AEA4PrgIcD+AGB0jzg5r0WsnD6bbS77M5MLUGUWi8XMijT/h72yOSHFFEM3jgmViYPbs3VRIYIHAIBL5ZuRB/uDB+vOzPs/J5hzR5YFUNIvCcny/Hd75NKODeSmC1vKlOGdTB8VpleFvah8sSNfND4+3uS5AQCqLteBmoe8/AJZt/+MSV0ibQlwjk468NmWo3LjgrUyct4q06OhQWRho8XY8GATPMD39OrVy+zj6r6uIxh5qAT5ogBQEyMP9h270pmVxs7/SebfdL7kF4hoxhJHSIHKFRRYZM3+0/LhpsPyxdZjZuKBc5vHyvM3dJfLujahdgjibA0HwQMAoNbWPGjR5nf3XSoNo0Nl6abDEkC9A2CXkS+ski2JKdKibrjc1re1jDyvqbRpEMnWQ5URPAAAXKpHizoSbmeahM4rb93h0VqH2HBmgAFs+fVoqtz/wWb53629pGFUqNx5aVtpFB0qPVrEMlqHakXwAABwqSHxjczJHusPnJF31iXIYyO7yPW9W5gTgJJpgFpD1DQmTFrVi5CM7HyRKJHLz2nCZkKNoGAaAOBSCWcyZNfxNLvuq8XSX+84JmEUdDqFST+828HT6TLs/36QjYeSJCY8SJ6/oYe0qh/h7tXyWs4WGHsbRh4AAC71woq9su1winzy976V3vdIcqY0rxtu0i7eWXdI3l6fIB9NuNgl6+kNmPTDe+nfxg0vr5XgQH+JqxPm7tXxCTSJK0TwAABwqYmD2ktmbr5d903KyJE64YVTSraoF24aWQG+7kRqltzw8hoz+9ii2y8wNQ6AqxA8AABcSrvY2ispPVfqR4WY/1/Utr45Ab5MO62PW7BWsnIL5P07+0jTWEYd4FrUPAAAXOrtdYdkwY/77B55qPv7DEuJSRmyOSG5htcOqL1SMnLlplfWSVJGrrz1lwtMSh/gagQPAACXWrnnlHy/66Rd9z2TnmM64Kr31ifIXW9uqOG1A2qntKxcuXnhOjmakmlSlejZAHchbQkA4FJ5+QV2dbe1WCySnJErdSMKg4d8i0X87VgO8EYrd5+SA6fSTeDQsXGUu1cHPsyu4CEgIEB++ukn6d27d82vEQDA6+el14ZvlUnPyZec/IKixnDamdqeoAPwRped00QubFNP6vweTAO1OnjQoz8AAFQHDQJCAivPmg0N9JdP7u4rzX6fhrJAgwedXgbwMZqq5Cd+Dk02ANQUah4AAK4feQio/OdH73NOXMwfaUsFQtqSg2gS5x1eWrFXbnxlrbtXw+fRJM7Bmodjx47JoUOH7LpvixYtxJu+ePWUn2/fnOQAgIrl5hfYlba040iqvLv+kNw/vJNEhgRKgYWRB0fRJM473NW/nYw+P87dq+HzvK1JXK9evUxpgvV7otqDh1GjRtn9oN60o80XLwBU/8iDPbULOtPS2v1nilKVdDkKpuGLNF2JlCXUlmDI7uDhoYcekrZt2zr8BAAAlK55sGfkoW/7+vLlP/sVXdbZluzIdgK8yrGULPnXsp3yj0Ht6euAWsHu4GHEiBHMtgQAqLJpV8RLREhApfcrKDXScE6zGKnz+8xLnmrZsmXmYNz27dulUaNGZnT7vvvuEz87C8Gvvvpq2bhxoxw4cKDG1xW1w9bDKfL+hkS5d2gHd68KYHAMBwDgUue3rCOdGlc+VP7Ix9vk6hdWFV2+vncLuX9YJ/FUa9asMQfiOnXqJEuWLJFx48bJ5MmT5amnnrJr+TfffFOWLl1a4+uJ2kMD6NV7T0lMWJA0jmamJdQONIkDALjUGz8dkJb1IqRfhwYV3i8pPVfCgv8YoTh9NtukLjWM8sydqOnTp0v37t3ljTfeMJeHDx8uubm58uSTT8rEiRMlLKxwSlpbjhw5Iv/4xz8kLo6iWV+Qnp0nizcmyqurDsi+U+lywwUt7B6dAmrFyMPChQupdwAAVItPthyVjYeSKr1fUkaO1An/oyHWo5/ukL+/tckj34Xs7GxZsWJFmclHxowZI2lpabJy5coKl7/99ttl6NChMmjQoBpeU7hTYlKGPPn5r3LhrG9l5ic7pHOTaFl8Vx95YmRX3hh41sjDLbfcUvNrAgDwCe/d0ceu++lsS20bRBZdnjCgnWTleuZsfvv27ZOcnBzp0KFk3nq7du3M+c6dO2XIkCE2l12wYIFs2LDB1ElMmjTJrkBFT8WlpqZWaf1Rc7QRb26+RYID/eWDDYnyzrpDZqTh5j6tpFls+aNRcD1bf0chISHm5EuoeQAA1Epm5OH3BnGqQ6Mo6RYXK54oJSXFnJeeFjEqKqrCnfuDBw/KvffeKy+88ILUr1/frueaNWuWxMTElDg1b968yq8BNdPz5PqX18hz3+42l//ct7WseXCQTL2sM4FDLaR/RzGl/rb0783XUPMAAHCpPz2/Ukae10zG921d4dHYpIxcqVtsdqX3fk6QsKAAufLcpuJpCgoKKrzd39/f5jYYP368XH755TJ69Gi7n2vq1Kkm4ChOgxMCiNonKMDfTAQQHVb4OY8K9ezZxLxdQkJCmQMAvjbqoAgeAAAudTgpUzJy8iq8T0ZOvuTkFZQYeViyMdEUS3ti8KBHKJXWNxRnHXGw3l7cvHnzZMuWLbJ161bJy8srCiiUXtaAw1bQ4YtpFJ5oz4k0k5Z31XnN3L0qsJMGDtFe1GHaJ9KWdH5sbaUdHh4urVu3lrlz5xZ9kVbnMgCAmm0SF2Bjp7d0vYMqXjCtwYTmhXsibbIaEBAge/bsKXG99XLnzp3LLPPBBx/IqVOnpEmTJhIUFGROr7/+ukll0v8/+uijLlt/VC+dMOCyZ3+UjzcfYdPC+0cedMdbi7c+/fRTSU9PLzMUq1OJffvtt1JT82Nfe+218thjj5mZKXR+bD368sADD1TbMgCAmpVfYJGggIqnndTC6CYxoVIv8o/gQYtKNc3DE4WGhkq/fv1MfwcterZOu7l48WIz6tC7d+8yy8yfP7/MSMXMmTNN8fTHH38sTZt63ggMRE6dzZa/vbnRND28rGsTNgm8P3jQXMqnn37aHMXX+aZLD5nW1FF9Z+bHrsqc2gCAmpFXUCABxTpH29K+UZT8NLXktKQ68hDioSMPatq0aTJ48GAZO3asqWVYvXq1zJkzR2bPnm1Gx1ViYqI56W9Xx44dyzxGvXr1JDg4WHr27OmGV4CqyssvMNMN69/AC+PO99iRNPg2hz+1r732minE2rt3r3z//feyfPnyMqfaMD92VefUBgDUjLx8iwRWEjzYkpPvuWlLauDAgWakQadlHTlypCxatMgEDzoibqUj+3369JGjR4+6dV1RM+Ys2ynrDpyR/1zfQxrHeGazQ8Dhb2Et7tJUoNo2P3Z1LFM88NDXWfoEAKgaHZ3WmofAStKPFq09KAPmrihxnal58NC0JSs9oKVF0Po7o79T9913X4nbZ8yYYbZRq1atbC7/6quvyoEDB1y0tqhOX247KvO/3ycPDO8kfdrWY+PC7Wzt65buEWOLw9/Cffv2lVWrVkltnx/b2Tm1FXNkA0DNKPg9s7WytKX4JtFyTc+4MiMPnlrzAN+29+RZmfT+Frn8nMZy+yXlT1EMeELfCodrHqZMmSI33nijqR248MILi/I0i9OiMHfPj+3MMlbMkQ0ANUNzvVVlaUvdW9Qxp+I8ebYld9HpXvWUn++Znbm9xYyPt0uj6BB5esy5RcXy8Dw6e2dAQIBMmDDBnHy1b4XDwYMWeynrFHHF/wh0qFUvV/eXlDPzYzuzjBVzZANAzQgJDJB9T15e6f2+3nFc2jeMlFb1I4que/SqLtKpMXOsO8K6k6O/fRX97qFm/XvseXI2O08iQ2iv5cnWr1/vVX0enO1b4fCnuCYKomtifmxnlgEA1Dz/SkYd9EDUxHc2yT8Ht5e/9mtbdD3NtOBpVu85ZWYOaxAVYk6AN3A4eLj00kvFE+bHdmYZAEDNSsnMldsWrpMHLussvVvXtXmf0+k5psN0i7p/pMUWFFhk0bpDcnHbetKmQSRvEzxiWtaHPtwmfdvVl8dGdnX36gCuDR40Ren22283DWkq62ipO+kPP/ywuHt+bE09smcZAIDr6KBDu4aREh4cUO59EpMyzXlcnfASxdKPfrJdnh7TjeABHkFnFHvvjj4SEkSdDryLn8WOrm5aXKzdmvVofUWFxuYBa6DmwWrp0qWm8ZtOs9qsWTOTx1l8mjud4k67b+7fv79omrvKlrGXNV9UZ3Hypnw3AKhtPtl8RP7+9ibZPH2oxIQFuXt1vAK/Ya710S+H5eJ29aV+JKlK3sDb/n5Sq/h67Aoe4H0fHABwB50x6eDpdDOqEFbO6MMLK/bISyv2ypYZw1y+ft6K3zDXWbf/jFz3359kyvBOcself9TswHN5299PahVfD2NpAACXOZycKUOe+UE2JyaXe58Dp9KlebF6B3UiLUtG/OdH2XgoyQVrCThf03PPu79Iz5Z15fZL2rAZ4ZUIHgAALpNfSZ+H/AKLLN95Ui5sU7IDb0Z2vmw7nCpZufQrQO2kiRwPLt0qqVm58sx151XaCBHwVAQPAACXyfu9xbQWk9qy9XCKnEzLlsu6Ni5xfW5+YdARQpM4h2iDuPj4eNPcCjXrgw2J8tmWo/LkqHOkWWwYm9sL6d9RfHy8+bvyZXQrAQC4TF7+78FDOUdltQvvtCs6S9dmJRuaZecVBg/BAeXP0oSyaBLnGppqN/3j7TK6R5xceW5TPopeytuaxDmL4AEA4PKRh/JSOprEhNnMFbeOPAQFkgqC2iU9O880NdQmcDOv6uLu1QFqHMEDAMDlNQ9BAX7OpTtVMl044Gofbz4iu0+clbf+cqFEhrBbBe9n17ew9nYICAgo9xQRESEdO3Y0/RRqqscDAMB70pYCHAwC/hioYHZx1A57T54159f1ai7L7ukn5zWPdfcqAS5hV4j8yCOPmOZv5dGA4eDBg/L000+b/z/++OPVuY4AAC/xxwiCo+lHhff/fXHArVbvPSXjFqyVpX+72AQNxbuhA97OruBBOzfbQztQz5o1y6uCB62o1xMjKgBQdZrW0bddfYfTO6yxRgF9TeFG2Xn5EhIYIBe2ricv3NBDzo0rWdgPeNrsUZpBZJ1YwS0dpr/99lsZOXKkpKWlibfxtu6CAOBpnam1AVed8KByp3lF+fgNq7pfEpJlwqKN8uTV58ilHRrwcfMh3vb3k1obOkwXFBTI3r17Ze7cudKlCzMNAABsy8zJl4ycPIc3T3Cgv5nNhsABrqbHWN9ae0jGvvST+Qx2aBTJmwCfVi3Bw9SpU6V9+/ayatUqk7YEAIAtC1fvl4tmf+fwxjl0OkP+8vrPZj592I8mcVX3/s+JpnP02F5x8u4dF5rphOGbaBJXqFrmFLvmmmtMx72hQ4dKkyZNquMhAQBeaGh8Y2nXwLkjtwUFFuZachBN4qru/Q0JJk3p8ZHnVMOjwZPRJK4ag4eePXuaEwAAFWnXMNKcHNWiXri8cmsvNi5c6nhqlvx8MEmeHt2NLQ/8jqozAIBLp7hcvCHR4eXy8gvkTHpOUadpwBW+3HZMAvz8ZEh8IzY48DuCBwCAyyzbflxe/nGfw8sdOJ0uPR77WjYnJNfIegG2fL71qFzcrr7EhgezgYDf0UcdAOAyeQUFEuBwgzgR64CDvxPLAs7OstS9RR16OQClEDwAAFxGgwDHu0tL0fSu4cEBNbBWQFl+fn7ywGWd2DRAKaQtAQBcJr+gwKnRg4ycfHMeEcwxL9Q8bUj47693ydlsx3uSAN6O4AEA4DJ5BRYnRx4Kg4cwRh7gAlpbs2jNQUkneADKIHgAALiM9mpwpuaBtCXn0CTOOf06NJBVDwyURtGhTj4CvBFN4gox/gsAcOnIg3PBQ774+YmEBlLz4AiaxDlOpxIe3rWxRISwi4SSaBJXiJEHAIDLFFg0eHD8pyczJ98EDsy2hJr0/a6Tct/7m+XH3afY0HBaQECArFu3zmu3IMEDAMBlRveIkxt6N3d4udjwIOnaLFo83bJly0zqQ3h4uLRu3Vrmzp1rpgQtT0FBgblP+/btJSwsTM4991xZtGiRS9fZV2gDwsc+3SEXtK4rw7rQFA7Os1TwN+0NCB4qQb4oAFSfQZ0byfCuTRxe7uoecfL+nRd59FuxZs0aGTFihHTq1EmWLFki48aNk8mTJ8tTTz1V7jKPPPKIPPjgg/LnP/9ZPv30Uxk8eLDceOON8vbbb7t03X2BFkjvPXlWHrky3kzTCni7Xr16SXx8vNnXdYSfxdvDo2qSmpoqMTExkpKSItHRnn/0CwDcYd3+M+a8d+u6PvcGDBs2TJKTk2Xt2rVF102ZMkVefPFFOX78uBlZKC4jI0MaNmwod911l8yZM6fo+v79+0t2drb89NNPdj83v2EVS0rPkf5zV8jl5zSWWVd3c+BdhS9w9O/H399fPvzwQznvvPPsevwWLVqIK1X1+4BqIACAy/z3h71OBQ9zv9opn287Kt/d1188ke7sr1ixQmbOnFni+jFjxsjTTz8tK1eulCFDhpS4LSQkRFavXm0CiOKCg4PNjz6qzzPf7DIzgd03tCObFdVi1KhRdt83P79wKmpPQfAAAHCZ/1zfw6nlBnRqKG0aRIin2rdvn+Tk5EiHDh1KXN+uXTtzvnPnzjLBgxZddutWeBRckwROnDghCxculG+++Ubmz5/vwrX3bruOp8mitYdkyvCOUj8yxN2rAy/x0EMPSdu2bcUbETwAAFzG2SZv57esY06eyjpSUDpFICoqqiiNoCLvvPOO3HDDDeb/V1xxhal7qGiUQ0/FVfb4vkqDMi2SblE3XG69qLW7Vwe1nK2/o5CQEHMqTeubevfuLd6IgmkAgMv83ze7TAqSozYcTJIVO0+Ip9JZkyrLka6I7oR8//338p///EdWrVolw4cPL3dGl1mzZpl85uKn5s0dn+HKF+gm7N+xoSmSDg5klwgV07+jmFJ/W/r35msYeQAAuMyOI6mSk1/xjrQt76w7JHtOnjU7ep5IdzJUWlqazSOZ1tvLo+kPeurXr58Zvbjlllvkxx9/NJdLmzp1qtx7771lnocAoiztG/Lnvow4wD4JCQllRg9tjTp4O4IHAIDL6AyYzszxp52pgwI898iw7vhrDcOePXtKXG+93Llz5zLLnDx5Ur744gszylC8aLpHj8K6kSNHjth8rvLSKFDS0k2JsiUxRR4ZwdSssI8GDtF2zE6ktUneWu+gPPebGADgcfzEufnzdbQi2IODh9DQUDNKoP0diqcbLV682Iw62MqNzszMNCMMr7zySplGc8paTA3n5OZZJCUzl54OqHa33HKL1KtXz2u3LCMPAACXcqa5UF5+gQQGeHbjrmnTppkmb2PHjpXx48ebaVi1f8Ps2bNNx2mVmJhoTt27dzdzv+v9Hn30UQkKCjLXaaqS3l+bxmlzJzhvbK/m5gTAMQQPAIBaLzffs9OW1MCBA81Iw/Tp02XkyJHSrFkzEzzcd999RfdZsGCB6QWxf/9+adWqlWkg16ZNG/nvf/8rBw8eNHULGkxMmjTJra/F060/cEaaxoZJs9iSjfkAVI4O03aiOycAVN2fX11v6h4W3NLLoeVuemWtRIcGybxxzvWJ8HX8hv1B08a0m3TPlnXlX2PPdeO7Ak/hbX8/qVV8PZ59GAcA4FFM7YITU2Lm5hdIkIenLaF20Gl/D57OkNHnN3P3qgAeibQlAIDL5ORpEOBM8GCRQA9PW0LtsHhjoklXurC19xa0onaNdC1YsEA+/fRTSU9PL9Pzxc/PT7799lvxJHwTAwBc5t/XnicPXNbJ4eVGdm8mgzp5Zo8Hd5o3b54prO7Vy7E0MW+VlZsvn245KqO6NzM9HgBH6N9RfHy8+buyl/ZdueOOO2Tbtm2Sm5trgonip8oaSNZG1Dz4aL4bAMB38BtW6JPNR+Tvb2+S7+67VNo0iHTzuwJf+Ptp0qSJjBs3TubOnSu1BTUPNYyjNgBQfeZ+tVM+3my7uVnleerpvBWocspSjxaxBA5w6Y76iBEjvGYkRZG2VIkJEybIjh07ZP369VV5fwAAIpKQlCGnz2Y7vC3ufe8XeWd9AtsQTjuRliU/7DopV/eIYyvCZfr27SurVq2qlVtc9211H1f3dR1BwTQAwGWeva67U8u99ZcLJSwooNrXB77jy23HTNH9ld2auntV4EOmTJkiN954o6l3uPDCC4saQhan3ec9CTUPdiJfFACqTjtFB/j7mRlG4Dr8hokUFFhk14k06dSYukW47u/H379kkk/x7z4tmNbL+fn5HvV9wMgDAMBlej3xjfy1X1u5q39bh5Z7YPEWGdqlkQzs1KjG1g3eHbTqqAOBA1xt+fLlXrfRCR4AAC6j/Rqcafams+S0axgpAx2f5RWQyYu3SKC/nzw9ho7ScK1LL73U6zY5wQMAwKVN4pzrMG1xajlADezUUAosbAu4xqOPPiq33367NG3a1Py/Ipq29PDDD3vUW0PwAABwCc3vzckvkGAHO0VblwsslTuMyukUjHpydU51bTOCImlU09SmAQEBZnaiimYomjFjhgwfPtwED/r/ihA8AABQweiBCnIweMj//ZCxM+lOvs66k2MtkPQ1Gng+8dmvMqZnHPUOqJapTaPtKDAu3jXaEztIV4bDOAAAl8jNL/wRDXIw/cgadJC2BEet3X9GFqzcL2fSc9h4gC8GD8uWLTNDRjpHbuvWrU2rbz2qUBGN+F566SXp1q2bREZGSps2beSee+4xR2EAAK6td1COpi1pypIzIxbAW2sPSZv6EdKnTT02BlBNPOabeM2aNaa9d6dOnWTJkiUybtw4mTx5sjz11FMVLvf000/L3XffLVdccYV8+OGHMmnSJHn99ddl9OjRlQYeAIDqH3kIDvRzajmdLQewl442aGO463u3oK8I4IsF09OnT5fu3bvLG2+8YS5rIYp263vyySdl4sSJEhYWZnPUQYOLO+64Q2bNmmWuGzx4sNSrV0+uu+462bBhg/Ts2dPlrwUAfJGWLjSLDZOIYMd+evKstRLMtgQHfLAhwZyPPj+O7Qb42shDdna2rFixQkaNGlXi+jFjxkhaWpqsXLnS5nKamnTTTTfJDTfcUOJ6Hb1Qe/furcG1BgAU1zgmVFY9MFAucDCFJDY8SN7964XSvXksGxR20cyCt9clyGXnNJa6EcFsNcDXgod9+/ZJTk6OdOjQocT17dq1M+c7d+60uVxsbKw899xzcvHFF5e4XtOXVJcuXWpsnQEA1SM0KMAEHLHh7ATCPj/tPS37T6XLDb1bsMkAb0tbSk9PL0pFskXnyG3YsKH5f+npsaKiosy5I8XPa9euldmzZ8uVV14pXbt2LXekQ0/FUWANAFXz69FUufl/6+TNP18gHRsXfn/b40Rqlryycr/cclEraRpbNkUVKG3RukOmI3nv1nXZOHA5f3//CutsQkNDJS4uzqTQP/LII6Z3hDvY2rcNCQkxp1odPCQlJcldd91VYVtvrWuo7E2yx6pVq0zRtc7UtHDhwnLvp/URM2fOtOsxAQD20fSRmy5s6XAaSUpmrny1/Zhc3YPcdUf5YpO4ggKLZObky7gLKJSGe5rEPfLIIxUGD/r3ePDgQTOpj/7/8ccfd8tb1bx5c5s1xpU2trN4wJRD27dvN6MEOstS8bqHM2fOmOLnF154ocIARL377rty6623mtSnL7/8Upo0aVLufcsbedCNnJKSYleDEAAAagtrkzhf+g3T3ZuKduAAd//9zJs3zxywTkxMdMvrSUhIKPN6PGLkwR5t27Y1kd6ePXtKXG+93Llz5wqX134QOq1r//79ZenSpZV22bRnwwEAHHPqbLZsTUyRPm3rmToGoCZ6iazbf0YualtP/JnaF7Vcp06dTEDiLho4OBMMeUTBtOaG9evXz4w8FB8oWbx4sQkEevfuXe6y8+fPl/vvv1/Gjh1rRhwqCxwAADXjl0PJctur6yU1K9eh5dbsOy3nPbpMDidn8tagQst2HJNbF66T3SfOsqVQaxUUFJgZP/XgtidO3uMRIw9q2rRppkeDBgHjx4+X1atXy5w5c0zxs3acVjrsoyftB6EjB8eOHTPdpFu1amUaxW3cuLHMiEaDBg3c9IoAwLdk5hbm3Yc5OOqgyyVn5EoAKSioxIhuTaVT42hTLA3UVlOnTjX7sJGRkfLRRx+Jp/GY4GHgwIFmpEELOUaOHCnNmjUzG/6+++4rus+CBQtMofP+/ftNwPD5559LZmamHDhwQC655JIyj6lF01oHAQCoeVrEqsIdbBKXm1fYYToogPx12HY2O09+2HVSLj+nCYEDar1rrrlG4uPjZejQoRXW4NZWHlEwXRv4YrEZAFSnV1ftlye/+E12PX6ZQ8t9vvWo/G3RRtk8fajEhAXxpjjB23/DJn+wWT7bclRW3D9AGkRRs4jq5W1/P6lVfD0eUfMAAPB8Gbn5Eh7seKF0bn7hyENwAD9ZKEun8X3v50SZfmUXAgfABfgmBgC4LG0p3IlZlnQGHUXaEmzN4DV1yVYZEt9IrulJHxDAFQgeAAAukZGTL2FOjTwUZtcGMPWmU/PIa261NrfyRvOW7zEjU7OuPoeeDqhx+ncUHx9v/q58mccUTAMAPD94cLRYWuUVFJiUJRp+Oc7aCdea4+xNjqZkyqK1h2RC/3ZSP5I6B9S89evXe0XNQ1URPAAAXKJXqzrSsl7h1NqOigzl5wplRx20hmZ831ZsGsCFSFsCALjE1T3i5M5L2zq83M19WsnGh4eIN1i2bJlJfdD+RK1btzZNoiqa9FCbSb300kvSrVs3Myd8mzZtTP8iHUnwZYlJGfLu+gS5o19biQplBi7AlQgeAAAuceBUutnp81Vr1qyRESNGSKdOnWTJkiUybtw4mTx5sjz11FPlLvP000+bJqdXXHGFfPjhhzJp0iR5/fXXZfTo0RUGHd4uJDBAbunTSm65qKW7VwXwOfR58NE5fgHA1W5csFZiwoNk3g09HO4P8d3Ok/L6+N7iyYYNGybJycmydu3aouumTJkiL774ohw/flzCwsLKjDrUq1dPbrjhhhIFmu+++65cd911Jv+6Z8+edj03v2GA87zt7yeVPg81y9tnqgAAV3lsZFe5f2hHh5drXjdczmseK54sOztbVqxYIaNGjSpx/ZgxYyQtLU1Wrlxp8wf+pptuMsFDcTpyofbu3Su+6InPdsgHGxLdvRqAz84eRQWaD89UAQCu1Lp+hFPLDercyJw82b59+yQnJ0c6dOhQ4vp27dqZ8507d8qQISXrOmJjY+W5554r81iavqS6dOlSbqCip+K8pUaioMAiqZl5kpWb7+5VgQ+y9XcUEhJiTr40exQ1DwAAl/jPt7vly21HHV4u4UyG7D6eJp5M0x1U6R/qqKgoh3buNeVp9uzZcuWVV0rXrl1t3mfWrFnmYFfxU/PmzcUb+Pv7yVNjusmNF1LrANfTv6OYUn9b+vfmawgeAAAusXTTYdl4KNnh5V5YsVfue3+zeDKtX6iIv3/lP8erVq2S4cOHm1maFi5cWO79pk6daoKV4qeEhATxdLuOp8nb6w5JXn7F2xKoKfp3lFLqb0v/3nwNaUsAAJfIzits9uYo7SAc5MRytYk17VXrG4qzjjhUlharRdK33nqrSXv68ssvTSF1eTw5jaIi/1q2U3YcTZUx58e5e1Xgo3TkMNoLCqaryrO/jQEAHhU8hAQ6/rOjR5qDAvzEk7Vt21YCAgJkz549Ja63Xu7cuXO5y2oviOuvv1769OkjP/zwgzRp0kR8zbbDKfLV9uMycVAHjw8kAU/HXyAAwCVy8vIl2IngITff4vE7jKGhodKvXz/T36F4f4bFixebUYfevW1PQzt//ny5//77ZezYsWbEwVcn7vj317ukTf0IGXleU3evCuDzSFsCANTqkYccL0hbUtOmTZPBgwebQGD8+PGyevVqmTNnjimA1o7TKjEx0Zy6d+8uSUlJppt0q1atTKO4jRs3lhnNaNCggfhCc8Hvfjshz1x7rgR6wecA8HQEDwCAGqdH2zUICA4McKrmwZlaidpm4MCBZqRh+vTpMnLkSGnWrJkJHu67776i+yxYsEBmzpwp+/fvl++++04yMzPlwIEDcskll5R5PC2a1joIb/fj7pMS6O8nQ+Ibu3tVABA8AABcIa/AIpqt49TIQ16BRIZ4x7EubRJXulFccTNmzDAnpaMTevJ1P+4+JT1a1PGazwDg6Tz/UA4AwCNSlpQzNQ/aECwsyPERC3g+LZb/ae9p6du+vrtXBcDvCB4AADVORxxevrmn9GpV1+FldZluzWNrZL283bx58yQ+Pl569eolnigxKdMEnAQPqA307yg+Pt78XfkyP0vxaR9QLp2LW2e50IYgzPELAPAknvwbVlBgKeouDbiDJ//91MTrYeQBAFDjktJzZN7yPXI0JdPhZY+nZklGTl6NrBdqN33fNWggcABqD4IHAECNO3k2W15ZuV9On81xeNnLn/1RFq46UCPrhdrrbHaenPfo1/LZlqPuXhUAxTB1AQCgxnVoFCUbHx7i1LLPXtdd4uqEVfs6oXbTLKXHruoiPVpS7wLUJow8eHmxGQB4Oi2WbVU/wt2rARcLDw6Ua3u1kCYxBI5AbSoAJ3ioxIQJE2THjh2yfv36qrw/AODTlm0/JpfOWe5U7cLz3+2WLYnJNbJeqJ1+PZoq9777iyRnOJ7mBsA+um+r+7i6r+sIggcAQI07nZ4jB09nSKgTHaaf+Wa3bD2cUiPrhdrppe/3ytr9Z2gMB9RCBA8AgBqXnp0n4cEBDs+ao7OJ5xdYJJBpOn1GwpkM+WTzEflrvzYSGMBuClDb8FcJAHDJzDkRIY7P0ZGbXzjHf6A/P1e+Urf38o/7JDY8WMb2bO7uVQFKoElcIWZbAgC4ZOQhyongQUcdVGAADcKcobnMerI2hartTp3NlnfXJ8iEAe0kLNjxFDegpmsEor2gSVxVcSgHAFDj0nPynRt5KCgw54w8+IZXVx2QAH8/ublPS3evCoByEDwAAFxW8+Co/N/TlnSHEt6f2vb6Twfkht4tTNoSgNqJ4AEAUOOycvOdSkOxjjwEkbbk9d5ee0gyc/Plz5e0dveqAKgAwQMAoMZl5xVISKDjPzl5jDz4jA6No+TeIR1pCgfUchRMAwBq3MJbe0ne78XPjogOC5JZV58jHRtH1ch6ofa4tEMDcwJQuzHyAACocX5+fhLkxJz9kSGBcn3vFhyN9mI6o9bUJVvlt2Op7l4VAHYgeAAA1Lh73/tFXlm53+HlktJz5N31h8w5vNPx1CzZcPCMZObku3tVANiB4AEAUOPiYsMkNizI4eUOncmQKYu3yrHUrBpZL2/nCU3imsaGyVf/7CfdW9Rx96oAFaJJXCE/i8XieBKqD7I22ElJSaFBCAC4OK1FJ2r1Z7pWr/sN+/VoqhRYLNKlae1vYAffVVv/ftz1ehh5AADU+M6/5rNn5OQ5tbz2eCBw8E6zv/hN7n9/i3AcE/AcBA9eMOQLALXZmfQcGf5/P8qqPacdXvb7XSdl9IurTZ8IeJfkjBz5cfdJGXdhC1NQD8Az0rCYqrUSEyZMMCfrEA8AwDGpWbnmPDrU8Z+cYymZsuFgklMzNaF208BQZ+8d1KmRu1cF8Enr168nbQkAUPukZRWmK0WFOl4wnZGTb5rLaeoSvMu3v56QLk2jpXFMqLtXBYADOJQDAKhRab+PPEQ5MfKgwUNYcEANrBXcKS+/QFbsPCGDOjXkjQA8DMEDAMAlIw/RTow8aK1DeBDBg7fZeChZUrPyZGBnUpYAT0PwAABwychDJCMP+N23vx2X+pHB0q0ZtYSApyF4AADU+MhDeHCAU3ULmrYUHszcHt42Y+B3v56QAR0bMgUvPApN4grxjQwAqPHgwZl6B5WZk0fNgxfOGDhvXA+K4OEzsxN5G4IHAECNalYnTPq1b+DUsoUjD9Q8eJsOjaLcvQoAnETwAACoUWN7NjcnZ8wZc67kFhRU+zrBfR75aJt0i4uVMefH8TYAHsijah6WLVtm8s3Cw8OldevWMnfuXIdb2l999dXSqlWrGltHAEBJKRm5TneIjgkPkvqRIV63Savye5aYmCixsbGyYsUK8TT6GnPyCqRAu8MB8EgeEzysWbNGRowYIZ06dZIlS5bIuHHjZPLkyfLUU0/Z/RhvvvmmLF26tEbXEwBQ0t/e2iCT3t/s1GZ59JMd8t7PCV61Savye5aQkCBDhw6VlJQU8UR+fn4ye3Q3GdvLuZEoAO7nMWlL06dPl+7du8sbb7xhLg8fPlxyc3PlySeflIkTJ0pYWFiFyx85ckT+8Y9/SFwcw6QA4Er3DO4ggQHOHavKzM2X3HzvSlty5vesoKBAXn/9dZk0aZLDI+61yS8JydK6XoQZUQLgmTxi5CE7O9sMz44aNarE9WPGjJG0tDRZuXJlpY9x++23m6M1gwYNqsE1BQCU1rNVXTmveaxTG2bW1efIuAtaes1Gdfb3bMuWLXLnnXfKzTffXBR0eBpNVfrL6z/LvBV73L0qALw9eNi3b5/k5ORIhw4dSlzfrl07c75z584Kl1+wYIFs2LBBnn/++RpdTwCAje/gH/fJ5oRkpzZNUnqOyZH3Fs7+nrVo0UL27Nkj//73v02dRGUBik7NWvrkblsPp8jJtGwZ1Kmhu1cFcIqtv6vs7Gyf25puT1tKT0+v8ChK06ZNpWHDwi+a0nPrRkUVTvVW0ZfiwYMH5d5775WFCxdK/fr17Von/SCU/jDUhi9eAPBET3+1Ux66vLOc68ToQ+8nv5FHRsTLTX28Y6ILa62Co79ndevWNSd7zJo1S2bOnCm1zTe/HpeYsCA5v2Udd68K4JTmzcvW6mga4owZMzxyi9r6vgkJCTGnWh08JCUlyV133VXu7ZdeeqnJA62Iv7/tARTNCx0/frxcfvnlMnr0aLvXqbZ+8QKAp8nOyzcjB5Ehjv/caK1Dbr5Fwryow7TWLjjze+aIqVOnmoNmpXcSbO34uNJX24/JoM4Nna5/AdxNJyyILhX4V7aj7Y3BkNu/kbWAubLir+3bt5tzzQe1FTGV1zVz3rx5Jk9069atkpeXZ66zPpde1i9pW1/UtfWLFwA8sbu0cqbDtDaIU97UJM76e+Xo75kj7Dly6Gr7T6XLruNn5d4hHd29KoDTNHCI9qIO084GQ24PHuzRtm1bCQgIMPmexVkvd+7c2eZyH3zwgZw6dUqaNGlS5ragoKByo6va+MULAJ7oTHqOOa8TEezwspm/Bw9hQd4TPDj7e+bpdNQhNMhfLu3gXKdxALUnGPKIscPQ0FDp16+fmQ+7+CjF4sWLzVGa3r1721xu/vz5sn79+hInnVtbgwn9/1//+lcXvgoA8D3HUrLMeePoUIeXzcgpHLUI86KRB2d/zzzdsu3HpF/7Bl71XgK+yiNGHtS0adNk8ODBMnbsWFPHsHr1apkzZ47Mnj27aOYJ7bqpJ50/W0cOOnYsOzxar149CQ4Olp49e7rhVQCAbzmWWhg8NIx2fDTXG9OWnP0982QnUrNk46FkmXvNue5eFQDVwCNGHtTAgQPNkRmdxm7kyJGyaNEi82WrXTmLT8nap08fOXr0qFvXFQBQ6HhKltSNCJaQwACnGsR5Y/Dga79nUaFB8vwN3WVwZ6ZoBbyBn8WTW1W6kBaz6ZCyTrPnTcUyAFCTHlq61Rx1/mLiJQ4v+/2uk3LL/9bJqgcGSrPYsl2XYT9+wwDnedvfT2oVX4/HjDwAADzPqO7N5J+D2zu1bGigv3RoFCmRXjRVq69JzcqVie9sMrMtAfAOBA8AgBrTs1VdGdalsVPLXtCmniy751KJCQ+q9vXyFTpleXx8vPTq1cttBfN7TpyVkEB2N+D59O8oPj7e/F35MtKWfHTICgBc4a21h6RnqzrSoVFhB2VH5BdYJMDfr0bWy9fwGwbw92NF2hIAoFbSnf/HP9shGw4mObX8/R9slpteWVvt6wXXyMrNl1+PplbaCBaAZyGRFABQI3TUYPvMYSaIcMboHnFyNruw1wM8z6o9p+TPr/0s39x7qbRrGOnu1QFQTQgeAAA1xs/PTwIDnEs9urhd/WpfH7i2q3Sb+hHStkEEmx3wIlQwAQBqxPKdJ+SK536UdCdHD95Zd4hZejxUXn6BfPPrCRnapbEJIAF4D4IHAECNOHgqXXafOOtUk7eMnDx5YMlW+SXBuXoJuNfPB5PkTHqODOvSiLcC8DIEDwCAGnEsNVsaRYc4deT5VFqOOa8fGVIDawZXpCzpe39uXCwbG/AyBA+1fI5sAPBUx1OzpHF0qFPLnskoDB7qRgRX81qhpunsSt/+ekIGd24k/ky1C3hd3woKpisxYcIEc7LOiQsAsD94aOhk8JCUXhg81Itg5KEqdKdAT/n5+eIqe0+my6EzGTKwU0OXPSfgqp3tgICAon1DT7d+/XqnepcRPAAAasSx1Czp3MS5ppqaL6/qRNBd2tMOgK3YeUKCA/3lorbMlgXv4uzOtrcheAAA1EjqytHkLGkS42TaUnqORIYESkig48XWcK9LOzQw6WZhThTKA6j9CB4AANXuZFq2ZObmS4u64U4tv/N4msTVCav29ULNa98oypwAeCcKpgEA1S4xOdOct6znXIOwzQnJ0rt13WpeK9S0dfvPyPPf7Xa6qziA2o/gAQBQ7Xq0qCO/Pjpc2jWMdGr5v/ZrIyO6Na329ULN0hGjr3cclwBmWQK8FmlLAIAaUZWc92t6Nq/WdYFr3HRhS7nxghZsbsCLMfIAAKh2Mz7eLk9+/qtTyx5JzpT3f06QzBzXTS+KqkvNyjWdwZ1pCgjAcxA8AACqXfO64dK2gXP1Dmv3n5aHP9omBRby5j3JGz8dlL5PLafeAfBypC0BAKrdn/u2dnrZUd3jZFDnRhIRwk+UJzWJW/7bCenZsg71DvBa3tYkzll8MwMAqr2zdGJSppzXPNbhHcmCAoto1kt0KM3hPKlJXHJGjmw8lCRPjDqnxp4DcDeaxBUibQkAUK3W7Dsto19cLVm5jh/t/mLbMbngyW+LOkzDM/yw+5To7KwDOjZ096oAqGEEDwCAanU0JUuCAvwk3InZlj7bekQaRIWYDsXwHJqy1LlJtDR2sqM4AM9B8AAAqFaLNySaI9COzrqz4WCSfLntmFzdI453xINoQ7jvd52UAR0buHtVALgAwQMAoNqkZObK7hNnZXjXxg7XOjz+2Q7p2Dhabr2oFe+IB9mcmGzSzAZ2ImUJ8AUED5XQWSri4+NNhT0AoGKbE5LNuRZLO2LppsOy6VCyzLgyntl6PIyOFtWLCHb4PQfgXrpvq/u4uq/rCGZbqiUzVQCAN9AAICYsSFrXt7/HQ2JShsz64lcZGt9ILmhTr0bXD9WvV6u60rJeuAQGcDwS8IXZowgeAADVZlNCknRvEWt3vcPZ7Dy5/bWfJTQoQGZdzTSfnmhIfCN3rwIAF+IwAQCgWujUrOv3nzGNwuyVcCZDMnPz5X+39pJ6kSG8Ex6WevvRL4dl9Z5TNfLYgLek+XgbP4vFYnH3SngCa9pSSkqKU0M8AOALwcOnW47KBa3rSvO64RXe90RalqRn55v0prz8AlJePPQ37MYFa6Vdw0iZ8acu1faYQG3jbfuAqVV8PaQtAQCqhaYejTnfvmlWn/zsV0lIypTFd11E4ODB3vhzb8nJL3D3agBwIdKWAABVlpKRK5Pe32zSkOxx39COMmV4J5/b8suWLTOpD+Hh4dK6dWuZO3euVJYA4MwyrnD6bLapbQkJdLwZIADPRfAAAKiyhKQM2XQoSUIC/Sssjn74w22mF4SmNfVuXdentvyaNWtkxIgR0qlTJ1myZImMGzdOJk+eLE899VS1LuOqxnDDn/1RXlixx63rAcD1qHnw0Xw3AHCl5IwcuWXhetl34qws+ssF0i3O93oCDBs2TJKTk2Xt2rVF102ZMkVefPFFOX78uISFhVXLMq74DVu995Tc8PJa+XDCxfR3gNfztn3A1Cq+HkYeAABVciI1S/acOFvu7T/tPS1DnvlBDp1Ol7f+cqFPBg7Z2dmyYsUKGTVqVInrx4wZI2lpabJy5cpqWcZVtDA+rk6YnBtH/yPA1xA8AACq5OGPtsk1L62W7Lz8MretP3BG7lq0QVrUDZePJvSVc3x0Z3Pfvn2Sk5MjHTp0KHF9u3btzPnOnTurZRlX0NmxtKv0Fd2a2N3PA4D3YLYlAIDTfj2aKl9tPy7/uubcEoWzWtC7cNUBefLzX6VHizrywo09pL4P93HQ9ABVOkUgKiqqKI2gOpaxjljoydZjlbeMoylLp84ky4DWnarl8YDazvo5t/4dFRcSEmJOvoTgAQDgtJd/2CeNo0PlT+c1LXFk+t73NsvHm4/In/u2lgcu6yRBAb490F1QUPF0pv7+/tWyjJo1a5bMnDnT5m3NmzeX6tLn/6rtoQCP0KJFizLXTZ8+XWbMmCG+hOABAOCU5b+dkCWbDssTo7qWCA4CA/ylcUyoPH9DdxnR7Y+gwpdpcaLSWgVbRzStt1d1GTV16lS59957ywQiZ86ckXr16pWbaqTTwa5fv96BV1U9y1Zled0WGhAlJCQ4Xcjqia+7KsuyzRzfZjrioIHDwYMHJTa2ZM2Wr406KIIHAIDDMnLy5J/v/iKXtK8v1/cqPBq3eEOiaPcBbRT34OWd2arFtG3bVgICAmTPnpJTm1ovd+7cuVqWqSiNovROT2n6XM7ugFdl2epYXpd1x7q783WzzVy/zfRvKNoLZluqKt8eR7bDvHnzJD4+3kT4AACRrNx8ufV/6yU3v0Aevaqr+PsXHsk+cDrdjEagrNDQUOnXr5/p1VC8wdvixYvNCELv3r2rZZmqmDBhgluWrY7lffF1s808a5vVRrpvq/u4uq/rCPo8+OgcvwDgrMc/3SFvrDkob95+gdQJD5JNh5Llmp7NTa2Dv59fUTCBkr777jsZPHiwjB49WsaPHy+rV6+WJ554QmbPnm0av6nExERz6t69uxk9sGcZX8ZvM9uMz5nj6PMAAHCpv/RrI89e113W7T8jVzy3Ul5Zud+MQmitA4FD+QYOHGhGDXSK1ZEjR8qiRYtkzpw5JYKABQsWSJ8+feTo0aN2LwMArsTIg504ugHA173+0wG5rGsTEyjc8r91su9UuplN6Z7BHSQs+I9pWgFX0SlpdXYpLRL3xcJVZ7DN2GapVcymIXiwE8EDAF+Wk1cgFz/1nUlTOpyUKREhgfK/W3tJ12a+2fQNAHx1n5bZlgAA5UpMyjDTsJ5My5aCAovsPnFWbrygpdw/vKNEhwax5QDAxxA8AABs+nH3Sbnn3V/kgtb15EhKpjSICpGXb+lpOkYDAHwTwQMAoITMnHyZ9cWv8vpPByU6NFAevaqL5BVYpG5EsM93igYAX0efBwBAkc0JyXLFcz/KO+sSzGWdgrVeZIg0ig4lcIDbLVu2zMxNHx4eLq1bt5a5c+eW6IFhi3bXfumll6Rbt24SGRkpbdq0kXvuuaeoU7cvcGa7FafTB2uDtBUrVog3cmb7LKviNvVkBA8AANP47dFPdshV81aZWZQ+n3iJbJkxVB4eEc/WQa2wZs0aGTFihHTq1Mk0zhs3bpyZsvapp56qcLmnn35a7r77brniiivkww8/lEmTJsnrr79uemf4ws6es9vNKiEhQYYOHWqKa72RM9tnTRW3qadjtiU7MdsSAG+VmpUr3WYsK7r89JhuMrZnc7euE1DasGHDJDk5WdauXVt03ZQpU+TFF1+U48ePS1hYmM1Rh3r16skNN9xQoovuu+++K9ddd52sX79eevbs6dUb25ntZt12GmRpsKVB1pkzZ2T58uXSv39/8fXtM8zJbVpb+FSTOGeHiDRCHDBggEREREijRo3klltukRMnTrhknQGgttp/Kt10ih7y7+/N5c5NomX1AwMJHFArexNoysyoUaNKXD9mzBhJS0uTlStXlruTdNNNN5ngoTg9Yqz27t0r3szZ7aa2bNkid955p9x8883yxhtviDdyZvtkV2GbeguPCR6cHSLasGGDCRw0z3Hp0qXm/hqEaKdOAPBFetDlvZ8TZMDcFfLwh9ukT5t68vk/LpEvJl4iTWNr9xEz+KZ9+/ZJTk6OdOjQocT17dq1M+fagdsWzdN/7rnn5OKLLy5xvaYvqS5duog3c3a7qRYtWsiePXvk3//+tzlo642c2T77qrBNvYXHzLY0ffp06d69e1H0O3z4cMnNzZUnn3xSJk6cWO4QkQYYutxHH30k/v6FsZIO0egy+/fvNyMYAOALktJz5O31hyQ5I1f++8M+c90Hd/aRnq3qunvV4MPS09MrPLLdtGlTadiwofl/6RSLqKgoc+5I8bOmmsyePVuuvPJK6dq1q3iqmt5udevWNSdvZq3jcGT7pDixjLfxiODBOkQ0c+bMMkNEWgilQ0RDhgwps9zp06fNcq+99lpR4KCuvvpqcwIAX3AiLUtufmWd/HYsTSJDAmXW1efIa+N7S7/29cXPz8/dqwcfl5SUJHfddVe5t1966aXmQGFFiv/GV2TVqlUmi0EPHC5cuFA8mSu3m7fSug5Ht0+BE8t4G48IHuwZIrIVPGi+nr7JDRo0MGlOH3/8sRmu18BBhzF1OLO8YEVPxflCJAnAuxxJzpQFP+6Xt9YdlKzcwh+8Fff3l/qRIe5eNaBIXFxcpfWL27dvN+eaU27rt1mLPyujRdK33nqr2Zf48ssvTSG1J3PVdvNm1tfvyPaJcWKZ2srWvm1ISIg51ergoSaH3U6ePGnOx48fL5dddpnJcdy9e7dMnTrVBCQ//vijzaNus2bNKjPKAQCeYu/JszLoX4VF0Oofg9rLuAtamF4NgCdq27atBAQEmBz84qyXO3fuXOHyOsGKpjHrTEFa/+hJO3ju3G7ezpnt09aLtmnz5s1tlgnMmDGjdgcPNTnspqMV6vzzz5cFCxaY/w8aNMiMOFx//fXy9ddfm7mLS9Pg4t577y1xnQYotjYyANQWx1Ky5KXv98qrqw8UXbf0bxdJ9xZ13LpeQFWFhoZKv379zIQpOnWo9cDf4sWLTSDQu3fvcpedP3++3H///XLttdeaqUeDg4N95g2pynbzBc5sn1Av2qbaw6P0gfnKRh1qRfBQk8Nu1pEJzW8sTout1aZNm2wGD/YM2QBAbaDfn2+vS5AHl241l6NCA6V9w0h5YVwPad+o8DsQ8AbTpk2TwYMHy9ixY01GwerVq2XOnDmm+Nk6G5B2QtaTTpSiv+PHjh0z3aRbtWplGsVt3LixzFFkTW32Zs5sN1/izPaZZscynkADB2f6POgPT62XmZlpCQgIsDz99NMlrl+7dq1GHZbly5fbXG779u3m9ueee67E9SdOnDDXP/vss3avQ0pKillGzwHA3X47mmr5evsxy7XzV1taTvnUnB5ausWSmpnj7lUDasySJUss55xzjiU4ONjSunVry9y5c0vcPn36dPNbvX//fnP5lVdeMZfLOy1cuNAn3i1Ht1tpup9V0f6WL26fJZUsU5tVdZ/WYzpMDxw4UDIzM010Zx0i0m5+Ohx55MgRm5GevrQ2bdqYugmdkcm63CuvvCK33367OQKhUaQ96DANwN0yc/Llf6v2y5yvdhY1dRvbM04aR4fKkPhGEhjg/bN8AACqpqr7tG5PW6rJYSUNFvQ+uoy2of/LX/4iO3bskIceekhGjx5td+AAAO70w66T8uTnv8rh5ExJy8oz193Rr41MGtZRgggYAAAu5DEjD0pnSNAqcJ2atVmzZjJhwgS57777im7X6nCdJUmbv2l+o9Wnn34qjz76qJm6VRue6LStjz/+uEN5fYw8AHClrNx8ufutTfLNr8eLrpswoK1c16uF6QId4E9/BgCA46q6T+tRwYM7ETwAqGkpmbly//ub5dTZbNl1/KyczS4cZbi0QwP519hz6c8AAKgyn0lbAgBvDRg2HUqSfSfT5Zmvd0na7wGD9mYY1b2ZtK4f4e5VBACgCMEDALjY8dQsWbLxsDz15W/mcnCAvzxwWSe5pmdzuaJbE+nePFb8SUsCANRCBA8AUMMKCizy8eYj8uinO+RMemHzSqtL2teXOWPOlcYxdH8GANR+BA8AUAP2n0qXXxKS5OcDSbJo7aESt80Z081MrRob7judbgEA3oHgAQCqqXYh4UyGbDyUJIvWHJKdx9PM9Vqz0LNlHTmveaxMHNxeokKD2N4AAI9F8AAADsrNL5Bth1Nk+5FUWbIxUTYeSjbXN4oOkcu6NjEBQ4OoEJk8vKN0i4tl+wIAvAbBAwBUQGezzs23yM5jaXLDgjVFTdrMF6i/n8SGF44k3NW/rVzbs7m0rBde1M0eAABv4+/uFQCA2uRkWrYcPJ0uC37cJx2mfSGtp34unR7+Qq58fmWJwOGfg9vLtpnD5OdpQ+TA7CtkyvBO0qp+BIED4Ca33npriQaxpeltep/qVh2P279/f/PdcdFFF5V7n+uuu87cp7zn0ga4evu//vUvh5//qquukieeeMLh5eCbGHmoxLx588wpPz/fNe8IAJdIy8qVr3ccl+y8AjlwKl3m/7Cv6LY7L20rr/90QKzjB1Mv6yw9WsZKl6YxEhoUwDsEoMjSpUudarRVmr+/v6xZs0YSExMlLi6uxG3p6enyySeflLusNvvS9TjnnHPkv//9r9x77712H8jIycmRb7/9VmbMmFHl1wDP0qtXLwkICJAJEyaYk70IHiph3aDWbnwAPEtWbr68/3OCJGfkSoFF5I01B+TU2ZLTpcbVCTPnQQF+8ux13U2B8+RhHem1AKBS3bt3r5at1KNHD9m+fbu8//77cs8995S4TQOHiIgIqVOnjs1l3377bXP+7LPPysCBA+W7776TQYMG2fW8P/zwgwl+zjvvvGp4FfAk69evp8M0AN/soXAsNUuOpmTJmn2n5V/Ldkrf9g0kOMBP4uqEy2s/HRCLpfC+dcKDJMC/MFuza7NoubJbU7m6R5wpbgYAZ9OWNO3o1VdfNf+/5ZZbJCMjQ15//XVz4PHSSy+V//znP9K+ffsKH0eDgyuuuMJm8PDuu+/KmDFj5PPPP7e57P/+9z8TLAwYMEDatWsn8+fPtzt40MccPnx4uSMV+ppuu+02SU5OljfeeEOys7PlT3/6k3kOzczQ15aWliaDBw82ox716tWz63nhuRh5AOAR06D+tPe0fL/rhJnJ6NCZDHlzTcneCcX9uPukXN09TgZ3biTxTaIlNDhALmhdVxpF04gN8HZ5eX/UJrmDHv3v27evCSbOnDkjEydOlJtvvll++umnSpe99tprZezYsSVSlzQA+eKLL+Trr7+2GTzoaIUeQdagQ2nw8uijj8rx48elUaNGlT6nPubjjz9e4X20jmLIkCHyzjvvyM8//yxTp06VDRs2SNOmTeXll1+W/fv3yz/+8Q9p3LixCSjg3QgeALh1ylPtjfBLQrJsSUyRtg0i5Hhqtjy/fI+5vUOjSDP16bPf7i5aJjw4QFrUDS+RcjS8S2MZ2b2ZtGsYSU0C4MMOHjwoQUHu7aWiqUUfffSRySVXe/fulenTp8vp06crPSqvIw86AlF89EFrGRo2bGgCkvJGHfRxdTTAGjzo873yyivy4IMPVvh8utOv66eBQUU0rUlHPwIDA80Iw2uvvSaHDx+WtWvXFqV0a4CzatWqCh8H3oHgAUC1y/89lWj74RQJ8PeT8OBASUzSBmrJ8va6Q1I/MsSkCv16NLXMss1iC+sP1EVt68uFbeqZoECnRNXbdOSBqVAB2NKkSRP5+OOPbd5m3bl2VRGqlXUEQYueKwsewsLC5MorrywRPOjRfh2RsPW9l5ubK2+++aaMHDnSpErpKSoqygQaOiLwwAMPmELsikYddIanymo6e/fubQIHKx3RiIyMLLGcvratW7dW+DjwDgQPAOweJdCTTmX61fZjciY9V5rFhsqeE2fltZ8OlrivBgwaQFhd0r6+ZOTky/5T6UXX9WgRK50bR0legcV0Xz6vRaycGxdrlgUAZwQHB0vPnj3Lvc0VwsP/GBlV1p33goICu5bXQGHUqFEmdUmDiW+++abctKJPP/1UTpw4YUYZ9FTaV199JZdddlmFwcPll19e6TrZmk1KR0jgmwgeAB91Jj1Hdh9Pk6jQIEnOyJEPNiaa1CENBkIC/WVAx4ay60Sa7Dv5xw6/NkJ7ccXeEk3SdOe/uAvb1JUrz20quXkFkpGbb2oPdJSBoABAbaF5+88884wsWrSowvtpis6HH35ojrK7ihYv6+jBBx98YHbQW7duLeeff77N+y5cuFDatGlTJnDQ5pYagLz00kvlBg9ZWVmyfPlymT17do28DngvggfAg2Xn5cvmhBSJDAk0R/p/2H1Slv92QhKSMkztwNXdm0lqVq588+sJc//G0aFyfe8W8tL3eyUzt/zeJdm/7/h3ahxlgoerzmsqF7etL+c2j5W+7eqboKFlvQhpFB1CChEAj6OjE5UFDkr7H7haSEiISUPS4EFHHq6//nqb9zt27JipM5g8ebKZ7am0a665xgQXWpvQrFmzMrevWLHCpBppbwjAEQQPgBunGNVj9mez8mTDoTOSnVsgseHBsvfkWdOgLDEp06T66A58w+hQ+WHXSbNcvYhg6du+vrnftsNlawaK05GDRlF/zDA0tldzMzIQFRooWXn5pmPysC6NzRSmWpdQPzK40mCgo0RV0xYAAPfQHedJkybJ3Llz5eGHHzZ1CTprkeb1v/XWW9KpUye5/fbbzX21JkB7IcTGxrps/TR1acSIESblSadCtUWngtWZpcoLLnSGpwULFpjaB1sN4DRlqaKUJqA8BA+AE3LyCiQ5M8fs8IcE+UvCmUwzY5AWCPduXVfOZufJU1/+Jrn5f6T06E677uzrbSo40F9uvrClLFi5v8Ln+u1YmrSqF2F28JMycuW2i1tJx8bRkpSeY0YPdLainq3qSLPYcIkOC5TYsGATHPhXUDtwQRvm4QYAtW7dOrODrQGDTquq6Uzaw0B3vDUdaPXq1S5NW1I6+5EGKy1atDDrZYuOKnTp0kW6du1q83YtmtaUJ30dGiAVL+JWOmoxZ86cGll/eDc/iybGoVLWDtPaAr462tDDtUf4z+bkyemzOXLqbHZRnv62wyly8HSGdGkabWbw2ZyYIr8dTZX3NyTKwE4NJSIkUD7ZfKTEY+mRed35z8otKLcOQGkakTVIsNI6AKWPecMFLaRbsxjp0jTGpBidTs+RpjGh0qZBpESHBpo6BA0uAAA1O/IwYcIEM+pg3SHXI/LWngk6EqsN0FwdPAC1eZ+WkQfUGnn5hXn2AX5+kpShxbxnzU518zphZkf8zTUH5dTvAYDu7HduEi1bE1Nk3YEz0rNlHTP3v+bhL995wowCqLoRwaYwuDI3XdhSvvvthBxOzjSXtSGZzgBU2i19WklkaKCs2nNaOjaOlD5t6kvrBhEy8rxmEhjgZ4KGBpEhFR71/8/13UtcPieu4inyAAA1R+sKrDRY4JgqUDGCB1RKC3E1PSYjJ8+k6Zw8m21SZXSnXFNntIhW7/PV9uOmOPeitvXMjr3ujG84mGROgzo1NI/17W+FhbtWOm9/ek6eJGfkFl33t/5t5YVSR/JLO5qSJcdTs2Tv7zMBaXAREhQg9SKDpWOjKBM8aEAxoFNDs07bD6ea23TH/pIODcwUozl5FgkN8pfmdcMlKMBfHnPgs3Dbxa355ACAl9NUH3d3rAZqG4IHD6Y77HqEXnfgNRdeL8eEBUlKZq6s2HVC2jWINKk3TWJCZdOhZFm8MdEspzv3eoT9863Hih5Lp+bUXP0fd58yl7UpV9em0aZo9+eDSQ6tlxb2ThjQTr759XjRNJ8acDQsVrhrdXWPZqZQ96NfDsvF7epLjxZ1zBF9bQyWnJkrwQF+0qFRlLmPpvFoSk9gQOXpPE+N6ebQOgMAUJrOeqRN37TXQsuWLdlAADUPnlPzoJ1473xzg8nRV8EB/pKTb1/DGT2Sv3DVgaKpOds0iJDUzDyT/mOlj6d5/jqDz+4TZ+XWi1pJ+0aRZmYfHRX46JcjMqhzQ+nUONoUCp9IzTZH8uuEB0vLeuEmXSc0KEDCggIqTNkBAACA5+7TUjBdiXnz5plTfn6+7Nq1y23Bw7GULFm4er/sPJYmO46kyt0D25md9TV7T5uddZ2Jp0W9CFOEqyk4OvoQVydMosOCzNH6yqbfBAAAgO8EDx06dDCpeTppgJ7sRfDg4IZmtiUAAAD46j4tc0ECAAAAIHgAAAAAUH0YeQAAAABgF4IHAAAAAHYheAAAAABgF4IHAAAAAHYheAAAAABgF4IHAAAAAHYheAAAAABgF4IHAAAAAHYheAAAAABgF4IHAAAAAHYheAAAAABgF4IHAAAAAHYheKjEvHnzJD4+Xnr16mXfFgUAAABqOd231X1c3dd1hJ/FYrHU2Fp5kdTUVImJiZGUlBSJjo529+oAAAAALt+nZeQBAAAAgF0IHgAAAADYheABAAAAgF0C7bsbrKUhmicGAAAAeCLrvqyzZc8ED3ZKS0sz582bN3dqQwMAAAC1ad9WC6cdxWxLdiooKJAjR45IVFSU+Pn5memt1q9fL67i6ufTqFQDpYSEBJfOLuXt29UXntNXPjvueE5feI3u+Pz4wnZ1x3P6wmfHF7arLzynr3x2rM+5bt06Ezg0bdpU/P0dr2Bg5MFOunHj4uKKLgcEBLj0A+bq57PS5/Tm1+mO7eorz+ntnx13PKcvvEZ3fH58Zbv6wufVF757fOGz467n9PbPjvU5dbTBmREHKwqmnTRhwgSvfj538YXt6ivP6Wq+sF194TW6g69sV1/4vLqDL2xXX3lOV5vgoduVtCXYRFM8OIvPDqqCzw/47MDV+N5xDCMPAAAAAOxC8ACbQkJCZPr06eYccASfHVQFnx/w2YGr8b3jGNKWAAAAANiFkQcAAAAAdiF4AAAAAGAXggcAAAAAdiF4gE2JiYkSGxsrK1asKHPbsmXLTIfC8PBwad26tcydO1csFgtbEiVkZWVJUFCQ6che/BQZGcmWAt8rqDZ818AZ7Oc4jw7TKEPbsw8bNkxSUlLK3LZmzRoZMWKEXHvttfLYY4/JypUrZfLkyZKXlycPPPAAWxNFtm3bZj4Xb775prRt27ZEd0uA7xVUF75r4Cj2c6qG2ZZQpKCgQF5//XWZNGmSGUk4c+aMLF++XPr37190Hw0qkpOTZe3atUXXTZkyRV588UU5fvy4hIWFsUVhLFiwQO666y45e/YsU/6iQnyvoCr4roG92M+pHqQtociWLVvkzjvvlJtvvlneeOONMlsmOzvbpDGNGjWqxPVjxoyRtLQ0MwoBWP3yyy/SqVMnAgdUiO8VVBXfNbAX+znVg+ABRVq0aCF79uyRf//736aeobR9+/ZJTk6OdOjQocT17dq1M+c7d+5ka6LED3pgYKAMHTpUIiIipG7dunLHHXeYQBPgewXVhe8a2Iv9nOpBzYMPSE9PtzmSYNW0aVP505/+ZHbu9FQeaw1EdHR0ieujoqLMeWpqarWtMzz783TllVeaIzya/nb77bfLtGnTZP369TJz5kzZsWOHfP/99+Lvz7EL8L2CqtHvGL5rYC/2c6oHwYMPSEpKMrnn5bn00ktN8GBPrmBF2Bn0DfZ8nrSo/uOPP5YGDRpIly5dzPX9+vWTxo0by4033ihfffWVXHbZZS5ca9RWfK+gqsED3zWoLnwf2YfgwQfExcVVy1SqMTEx5rx02ol1xMF6O7ybvZ+n4oX2VldccYU537x5M8EDDL5XUBV60IrvGlQXvo/sQ94A7KbTbeo0m1oXUZz1cufOndmaMI4cOSIvv/yyHDp0qMQWyczMNOc6IgHwvYKq4rsG1Yn9HPsQPMBuoaGhJvVkyZIlJY48L1682ETrvXv3ZmvC0P4Of/3rX2X+/Pkltsi7775rAtBLLrmELQW+V1BlfNegOrGfYx/SluAQLXwdPHiwjB07VsaPHy+rV6+WOXPmyOzZs23O0ATfndHitttuM58N7f3Rp08fM5Xvk08+KXfffXeZGbvg2/hegbP4rkF14/vIDhbAhuXLl+vQgjkvbcmSJZZzzjnHEhwcbGndurVl7ty5bEOUkZWVZXnssccsHTp0sISEhFjatm1rmT17tiU/P5+tBb5XUG34roEz2M9xHh2mAQAAANiFmgcAAAAAdiF4AAAAAGAXggcAAAAAdiF4AAAAAGAXggcAAAAAdiF4AAAAAGAXggcAAAAAdiF4AAAAAGAXggcAAAAAdiF4AAAAAGAXggcA8CK33nqrtGrVqtzb9Ta9T3Wrjsft37+/+Pn5yUUXXVTufa677jpzn/Kea9y4ceb2f/3rXw4//1VXXSVPPPGEw8sBgC8heAAAVNnSpUvl4YcfrvLj+Pv7y5o1ayQxMbHMbenp6fLJJ5+Uu2xKSopZj3POOUf++9//isVisft5c3Jy5Ntvv5XLL7/c6XUHAF9A8AAAqLLu3btL27Ztq/w4PXr0kNDQUHn//ffL3KaBQ0REhDRr1szmsm+//bY5f/bZZ2XXrl3y3Xff2f28P/zwg0RHR8t5551XhbUHAO9H8AAAqNa0Jf3/9OnT5f7775dGjRpJWFiYDB8+XHbv3l3p42hwcMUVV9gMHt59910ZM2aMBAYG2lz2f//7nwwaNEgGDBgg7dq1k/nz59u9/p9//rlZR015Ku/1zZw5U+655x6pX7++REVFmRSps2fPylNPPSVxcXESExMjo0ePltOnT9v9vADgaQgeAMAL5eXl2Ty5ih79//XXX+XVV1+VBQsWyM8//yw333yzXctee+21ZVKXUlNT5YsvvpDrr7/e5jLbt2+X9evXyy233GIu6/mHH34ox48ftzt4qCxlSesoDh06JO+884489NBD8tZbb0nPnj3lq6++kpdffllmzZolH330kTzyyCN2PScAeCLbh28AAB7r4MGDEhQU5NZ1qFOnjtmRDggIMJf37t1rRiP0qHy9evUqXFZHHnQEQkcf9Ei/0lqGhg0bSt++fcsdddDH/dOf/lQUPOjzvfLKK/Lggw9W+Hz79+836zdkyJAK76dpTTr6oSMfgwcPltdee00OHz4sa9euNaMOSgOcVatWVfg4AODJGHkAAC/TpEkTcxTe1klvc4VevXoVBQ5K03qsRc+V0TSnK6+8skTqkh7t1xEJW2lFubm58uabb8rIkSMlIyNDkpOTTVqRBho6IlBQUFDpqIPO8GQNAMrTu3fvEilTmpLVsWPHEstpAKPPDwDeipEHAPAywcHBJp2mvNtcITw8vMwsSqqyHXkrDRRGjRplUpc0mPjmm2/k8ccft3nfTz/9VE6cOGFGGfRUmqYVXXbZZVVKWbKOPJSmIyQA4EsYeQAAH6V1CFr0WxlN0dHCYFfS4mUdPfjggw9kyZIl0rp1azn//PNt3nfhwoXSpk0bWb58eYmTzrakowIvvfRSuc+TlZVl7ssUrQBgH0YeAMBH6ejEokWLKr2f9j9wtZCQEJOGpMGDjjyUVyh97NgxU2cwefJk02SutGuuucYEF1qbYGuK1xUrVphUI+0NAQCoHCMPAOCjdMdZAwg9v+SSS8wOerdu3Uyvhd9++83c5/bbbzfnWhPg6lx+TV1avXq1GRkoL3h4/fXXzSxS5d2uMzzl5+eb2ofyUpYqSmkCAJRE8AAAkHXr1pnZibZs2WICiWeeecZsFZ1mVelOfGxsrEu3lM5+pM/ZtWtX6dSpk8376KhCly5dzH1s0aJpTXnS16FBRGk6akHKEgDYz89isVgcuD8AwEvoiMOkSZNk7ty5MmHCBNMrwbpDrkfkrbMd6QxHaWlpEhkZ6eY1BgC4GyMPAABTV2ClwQLHlQAAthA8AAAqpP0aXNmdGgBQexE8AAAqpLMeadM37VwNAPBt1DwAAAAAsAsjDwAAAADsQvAAAAAAwC4EDwAAAADsQvAAAAAAwC4EDwAAAADsQvAAAAAAwC4EDwAAAADsQvAAAAAAwC4EDwAAAADsQvAAAAAAwC4EDwAAAADsQvAAAAAAQOzx/4u6XLGRXSRoAAAAAElFTkSuQmCC", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax1, ax2 = mh.plot(unit=(\"MA/m\", \"T\"), linestyle=\"-.\", label=\"Example File 1\")\n", "ax1.set_title(\"Major Hysteresis Plot\")\n", "ax1.legend()" ] }, { "cell_type": "markdown", "id": "ad5906d1-deec-4504-91c2-7652aa1001aa", "metadata": {}, "source": [ "In case the plotting functionality of magmeas is not sufficient we can also access the measurement values such as magnetic field H, magnetization M, time t and temperature T from the VSM object as they are saved as `mammos_units.Entity` objects. For plotting we'll have to use convert them to a `mammos_units.Quantity` first." ] }, { "cell_type": "code", "execution_count": 6, "id": "5abd8333-3136-4397-80c5-a676e1c57d4e", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "\n", "fig, ax1 = plt.subplots()\n", "ax2 = ax1.twinx()\n", "color1, color2 = \"tab:blue\", \"tab:orange\"\n", "\n", "ax1.plot(mh.t.q, mh.H.q, color=color1)\n", "ax1.set_xlabel(f\"Time in {mh.t.unit}\")\n", "ax1.set_ylabel(f\"Magnetic field in {mh.M.unit}\", color=color1)\n", "ax1.tick_params(axis=\"y\", labelcolor=color1)\n", "\n", "ax2.plot(mh.t.q, mh.M.q, color=color2)\n", "ax2.set_ylabel(f\"Magnetization in {mh.M.unit}\", color=color2)\n", "ax2.tick_params(axis=\"y\", labelcolor=color2)" ] }, { "cell_type": "markdown", "id": "5e8eacc3-8f0c-4e93-89b7-6f2e3bf5cb60", "metadata": {}, "source": [ "## File Export\n", "\n", "Since all magmeas classes inherit from the `mammos_entity.EntityCollection` class, they can also access its advanced export functionality." ] }, { "cell_type": "code", "execution_count": 7, "id": "74ad9ac4-402e-421a-829f-f1e528d41845", "metadata": {}, "outputs": [], "source": [ "import h5py\n", "\n", "mh.to_csv(\"VSM_export.csv\")\n", "\n", "with h5py.File(\"Some_file.hdf5\", \"w\") as f:\n", " grp = f.create_group(\"Some group label\")\n", " mh.to_hdf5(grp)\n", "\n", "mh.to_yaml(\"VSM_export.yml\")" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.14.3" } }, "nbformat": 4, "nbformat_minor": 5 }