{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# ePSproc LF/AF function verification & tests\n", "\n", "- 10/09/20 v5 AF code now working and verified.\n", "- 27/08/20 v4 Revisiting again, updates to normalisation with degen factor. Now getting correct $\\beta$ values, still some possible issues with total XS however.\n", "- 06/07/20 v3 Updated plotting codes & added AF tests.\n", "- 26/06/20 v2\n", "- 19/06/20 v1\n", "\n", "For LF and AF calculations, trying to get to the bottom of issues with magnitudes and/or phases and/or formalism differences with raw ePS matrix elements." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Formalism" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Test cases: \n", "\n", "1. ePS matrix elements with formalism from [1], for LF cross-sections and $\\beta_{2}$. Formalism with Clebsch-Gordan (CG) terms.\n", "2. ePSproc AF calculations, for LF cross-sections and $\\beta_{2}$ in isotropic case (or other terms in general cases). Usual 3j-symbol based formalism.\n", "\n", "The AF calculations should reduce to the LF case for an isotropic ensemble, and both cases should match the \"direct\" ePS `GetCro` outputs (LF). Hopefully this should clear up any outstanding issues with normalisation, units, scale-factors, phase conventions etc. For details of the AF code, see [the method dev notes](https://epsproc.readthedocs.io/en/dev/methods/geometric_method_dev_pt3_AFBLM_090620.html).\n", "\n", "(For MF verification, see [the MFPADs](https://epsproc.readthedocs.io/en/dev/demos/ePSproc_demo_Aug2019.html#Calculate-MFPADs) and [associated $\\beta_{LM}$](https://epsproc.readthedocs.io/en/dev/demos/ePSproc_BLM_calc_demo_Sept2019.html#Benchmark-vs.-) notebooks, where the numerics are verified for the NO2 test case, although the total cross-sections may still have issues (for more discussion, see [the Matlab code release software paper](https://www.authorea.com/users/71114/articles/122402/_show_article)). The geometric tensor version of the [MF calculations is also verified against the same test case](https://epsproc.readthedocs.io/en/dev/methods/geometric_method_dev_pt2_170320_v140420.html#Verification---test-vs.-existing-calcs).)\n", "\n", "\n", "[1] *Cross section and asymmetry parameter calculation for sulfur 1s photoionization of SF6*, A. P. P. Natalense and R. R. Lucchese, J. Chem. Phys. 111, 5344 (1999), http://dx.doi.org/10.1063/1.479794\n", "\n", "[2] Reid, Katharine L., and Jonathan G. Underwood. “Extracting Molecular Axis Alignment from Photoelectron Angular Distributions.” The Journal of Chemical Physics 112, no. 8 (2000): 3643. https://doi.org/10.1063/1.480517.\n", "\n", "[3] Underwood, Jonathan G., and Katharine L. Reid. “Time-Resolved Photoelectron Angular Distributions as a Probe of Intramolecular Dynamics: Connecting the Molecular Frame and the Laboratory Frame.” The Journal of Chemical Physics 113, no. 3 (2000): 1067. https://doi.org/10.1063/1.481918.\n", "\n", "[4] Stolow, Albert, and Jonathan G. Underwood. “Time-Resolved Photoelectron Spectroscopy of Non-Adiabatic Dynamics in Polyatomic Molecules.” In Advances in Chemical Physics, edited by Stuart A. Rice, 139:497–584. Advances in Chemical Physics. Hoboken, NJ, USA: John Wiley & Sons, Inc., 2008. https://doi.org/10.1002/9780470259498.ch6." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Formalism: LF case with CG terms\n", "\n", "As given in ref. [1]. This is now implemented in [implemented in `ePSproc.lfblmGeom`](https://epsproc.readthedocs.io/en/dev/modules/epsproc.geomFunc.lfblmGeom.html). NOTE - that the $M$ term here is an MF projection term, and should be summed over for the final LF result." ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "subslide" } }, "source": [ "---\n", "\n", "The matrix elements $I_{\\mathbf{k},\\hat{n}}^{(L,V)}$ of Eqs. (8)\n", "and (9) can be expanded in terms of the $X_{lh}^{p\\mu}$ functions\n", "of Eq. (7) as$^{14}$\n", "\n", "\\begin{equation}\n", "I_{\\mathbf{k},\\hat{n}}^{(L,V)}=\\left[\\frac{4\\pi}{3}\\right]^{1/2}\\sum_{p\\mu lhv}I_{lhv}^{p\\mu(L,V)}X_{lh}^{p\\mu}(\\hat{k})X_{1v}^{p_{v}\\mu_{v}}(\\hat{n}).\n", "\\end{equation}\n", "\n", "{[}Note here the final term gives polarization (dipole) terms, with\n", "$l=1$, $h=v$, corresponding to a photon with one unit of angular\n", "momentum and projections $v=-1,0,1$, correlated with irreducible\n", "representations $p_{v}\\mu_{v}$.{]}" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "subslide" } }, "source": [ "The differential cross section is given by\n", "\n", "\\begin{equation}\n", "\\frac{d\\sigma^{L,V}}{d\\Omega_{\\mathbf{k}}}=\\frac{\\sigma^{L,V}}{4\\pi}[1+\\beta_{\\mathbf{k}}^{L,V}P_{2}(\\cos\\theta)],\n", "\\end{equation}\n", "\n", "where the asymmetry parameter can be written as$^{14}$\n", "\n", "\\begin{eqnarray}\n", "\\beta_{\\mathbf{k}}^{L,V} & = & \\frac{3}{5}\\frac{1}{\\sum_{p\\mu lhv}|I_{\\mathbf{k},\\hat{n}}^{(L,V)}|^{2}}\\sum_{\\stackrel{p\\mu lhvmm_{v}}{p'\\mu'l'h'v'm'm'_{v}}}(-1)^{m'-m_{v}}I_{\\mathbf{k},\\hat{n}}^{(L,V)}\\nonumber \\\\\n", " & \\times & \\left(I_{\\mathbf{k},\\hat{n}}^{(L,V)}\\right)^{*}b_{lhm}^{p\\mu}b_{l'h'm'}^{p'\\mu'*}b_{1vm_{v}}^{p_{v}\\mu_{v}}b_{1v'm'_{v}}^{p'_{v}\\mu'_{v}*}\\nonumber \\\\\n", " & \\times & [(2l+1)(2l'+1)]^{1/2}(1100|20)(l'l00|20)\\nonumber \\\\\n", " & \\times & (11-m'_{v}m_{v}|2M')(l'l-m'm|2-M'),\n", "\\end{eqnarray}\n", "\n", "and the $(l'lm'm|L'M')$ are the usual Clebsch--Gordan coefficients.\n", "The total cross section is\n", "\n", "\\begin{equation}\n", "\\sigma^{L,V}=\\frac{4\\pi^{2}}{3c}E\\sum_{p\\mu lhv}|I_{\\mathbf{k},\\hat{n}}^{(L,V)}|^{2},\n", "\\end{equation}\n", "\n", "where c is the speed of light.\n", "\n", "---" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Additional notes:\n", "\n", "- In the current numerics, the XS is defined as $\\beta_0$ calculated as per above, for $L=0$, or as $1/3*\\sum_{p\\mu lhv}|I_{\\mathbf{k},\\hat{n}}^{(L,V)}|^{2}$. These are identical.\n", "- The normalisation factors of 1/3 and 1/5 appear to be $1/(2L+1)$ (or other degeneracy - possibly symmetry) terms - TBC.\n", "- Computing $\\beta_0$ with the full formalism gives the correct values here, while using the matrix elements directly requires the additional 1/3 normalisation term.\n", "- For $\\beta_2$, the 1/5 term is required in both cases." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### AF formalism" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The original (full) form for the AF equations, as [implemented in `ePSproc.afblm`](https://epsproc.readthedocs.io/en/dev/modules/epsproc.AFBLM.html) (NOTE - there are some corrections to be made here, which are not yet implemented in the base code, but are [now in the geometric version](https://epsproc.readthedocs.io/en/dev/methods/geometric_method_dev_pt3_AFBLM_090620.html)):\n", "\n", "\\begin{eqnarray}\n", "\\beta_{L,-M}^{\\mu_{i},\\mu_{f}} & = & \\sum_{l,m,\\mu}\\sum_{l',m',\\mu'}(-1)^{M}(-1)^{m}(-1)^{(\\mu'-\\mu_{0})}\\left(\\frac{(2l+1)(2l'+1)(2L+1)}{4\\pi}\\right)^{1/2}\\left(\\begin{array}{ccc}\n", "l & l' & L\\\\\n", "0 & 0 & 0\n", "\\end{array}\\right)\\left(\\begin{array}{ccc}\n", "l & l' & L\\\\\n", "-m & m' & -M\n", "\\end{array}\\right)\\nonumber \\\\\n", " & \\times & I_{l,m,\\mu}^{p_{i}\\mu_{i},p_{f}\\mu_{f}}(E)I_{l',m',\\mu'}^{p_{i}\\mu_{i},p_{f}\\mu_{f}*}(E)\\\\\n", " & \\times & \\sum_{P,R,R'}(2P+1)(-1)^{(R'-R)}\\left(\\begin{array}{ccc}\n", "1 & 1 & P\\\\\n", "\\mu_{0} & -\\mu_{0} & R\n", "\\end{array}\\right)\\left(\\begin{array}{ccc}\n", "1 & 1 & P\\\\\n", "\\mu & -\\mu' & R'\n", "\\end{array}\\right)\\\\\n", " & \\times & \\sum_{K,Q,S}(2K+1)^{1/2}(-1)^{K+Q}\\left(\\begin{array}{ccc}\n", "P & K & L\\\\\n", "R & -Q & -M\n", "\\end{array}\\right)\\left(\\begin{array}{ccc}\n", "P & K & L\\\\\n", "R' & -S & S-R'\n", "\\end{array}\\right)A_{Q,S}^{K}(t)\n", "\\end{eqnarray}\n", "\n", "Where $I_{l,m,\\mu}^{p_{i}\\mu_{i},p_{f}\\mu_{f}}(E)$ are the energy-dependent dipole matrix elements, and $A_{Q,S}^{K}(t)$ define the alignment parameters.\n", "\n", "In terms of the geometric parameters, this can be rewritten as:\n", "\n", "\\begin{eqnarray}\n", "\\beta_{L,-M}^{\\mu_{i},\\mu_{f}} & =(-1)^{M} & \\sum_{P,R',R}{[P]^{\\frac{1}{2}}}{E_{P-R}(\\hat{e};\\mu_{0})}\\sum_{l,m,\\mu}\\sum_{l',m',\\mu'}(-1)^{(\\mu'-\\mu_{0})}{\\Lambda_{R'}(\\mu,P,R')B_{L,-M}(l,l',m,m')}I_{l,m,\\mu}^{p_{i}\\mu_{i},p_{f}\\mu_{f}}(E)I_{l',m',\\mu'}^{p_{i}\\mu_{i},p_{f}\\mu_{f}*}(E)\\sum_{K,Q,S}\\Delta_{L,M}(K,Q,S)A_{Q,S}^{K}(t)\\label{eq:BLM-tidy-prod-2}\n", "\\end{eqnarray}\n", "\n", "See the [method dev notebook](https://epsproc.readthedocs.io/en/dev/methods/geometric_method_dev_pt3_AFBLM_090620.html#) for more details. Both methods gave the same results for N2 test cases, so are at least consistent, but do not currently match ePS GetCro outputs for the LF case." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Numerics\n", "\n", "In both LF and AF cases, the numerics tested herein are based on the geometric tensor expansion code, which has been verified for the MF case as noted above (for PADs at a single energy).\n", "\n", "A few additional notes on the implementations...\n", "\n", "- The matrix elements used are taken from the DumpIdy output segments of the ePS output file, which provide \"phase corrected and properly normalized dynamical coefs\".\n", "- The matrix elements output by ePS are assumed to correspond to $I_{lhv}^{p\\mu(L,V)}$ as defined above.\n", "- The Scale Factor (SF) \"to sqrt Mbarn\" output with the matrix elements is assumed to correspond to the $\\frac{4\\pi^{2}}{3c}E$ term defined above, plus any other required numerical factors ($4\\pi$ terms and similar).\n", " - The SF is energy dependent, but not continuum (or partial wave) dependent.\n", " - If correct, then using matrix elements * scale factor, should give correct results (as a function of $E$), while omitting the scale factor should still give correct PADs at any given $E$, but incorrect total cross-section and energy scaling.\n", " - This may be incorrect, and some other assumptions are tested herein.\n", " - EDIT: now verified as $SF*\\sqrt(4*pi)$ to match LF/GetCro cross-section results.\n", "- The AF and LF case should match for an isotropic distribution, defined as $A^{0}_{0,0}=1$. Additional normalisation required here...?\n", " - A factor of $\\sqrt{(2K+1)}/8\\pi^2$ might be required for correct normalisation, although shouldn't matter in this case. (See eqn. 47 in [4].)\n", " - For the LF case, as defined above, conversion from Legendre-normalised $\\beta$ to spherical harmonic normalised $\\beta$ is required for comparison with the AF formalism, where $\\beta^{Sph}_{L,0} = \\sqrt{(2L+1)/4\\pi}\\beta^{Lg}$" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Status\n", "\n", "09/09/20 - AF code now working correctly, and verified herein, ePSproc v1.2.5-dev." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Set up" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "* pyevtk not found, VTK export not available. \n" ] } ], "source": [ "# Imports\n", "import numpy as np\n", "import pandas as pd\n", "import xarray as xr\n", "\n", "# Special functions\n", "# from scipy.special import sph_harm\n", "import spherical_functions as sf\n", "import quaternion\n", "\n", "# Performance & benchmarking libraries\n", "# from joblib import Memory\n", "# import xyzpy as xyz\n", "import numba as nb\n", "\n", "# Timings with ttictoc or time\n", "# https://github.com/hector-sab/ttictoc\n", "# from ttictoc import TicToc\n", "import time\n", "\n", "# Package fns.\n", "# For module testing, include path to module here\n", "import sys\n", "import os\n", "\n", "if sys.platform == \"win32\":\n", " modPath = r'D:\\code\\github\\ePSproc' # Win test machine\n", "else:\n", " modPath = r'/home/femtolab/github/ePSproc/' # Linux test machine\n", " \n", "sys.path.append(modPath)\n", "import epsproc as ep\n", "# TODO: tidy this up!\n", "from epsproc.util import matEleSelector\n", "from epsproc.geomFunc import geomCalc, geomUtils\n", "from epsproc.geomFunc.lfblmGeom import lfblmXprod\n", "\n", "# Plotters\n", "from epsproc.plot import hvPlotters" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "application/javascript": [ "\n", "(function(root) {\n", " function now() {\n", " return new 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{ color: #408080; font-style: italic } /* Comment */\\n.codehilite .err { border: 1px solid #FF0000 } /* Error */\\n.codehilite .k { color: #008000; font-weight: bold } /* Keyword */\\n.codehilite .o { color: #666666 } /* Operator */\\n.codehilite .ch { color: #408080; font-style: italic } /* Comment.Hashbang */\\n.codehilite .cm { color: #408080; font-style: italic } /* Comment.Multiline */\\n.codehilite .cp { color: #BC7A00 } /* Comment.Preproc */\\n.codehilite .cpf { color: #408080; font-style: italic } /* Comment.PreprocFile */\\n.codehilite .c1 { color: #408080; font-style: italic } /* Comment.Single */\\n.codehilite .cs { color: #408080; font-style: italic } /* Comment.Special */\\n.codehilite .gd { color: #A00000 } /* Generic.Deleted */\\n.codehilite .ge { font-style: italic } /* Generic.Emph */\\n.codehilite .gr { color: #FF0000 } /* Generic.Error */\\n.codehilite .gh { color: #000080; font-weight: bold } /* Generic.Heading */\\n.codehilite .gi { color: #00A000 } /* 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" function(Bokeh) {\n", " inject_raw_css(\".widget-box {\\n\\tmin-height: 20px;\\n\\tbackground-color: #f5f5f5;\\n\\tborder: 1px solid #e3e3e3 !important;\\n\\tborder-radius: 4px;\\n\\t-webkit-box-shadow: inset 0 1px 1px rgba(0,0,0,.05);\\n\\tbox-shadow: inset 0 1px 1px rgba(0,0,0,.05);\\n\\toverflow-x: hidden;\\n\\toverflow-y: hidden;\\n}\\n\\n.scrollable {\\n overflow: scroll;\\n}\\n\\nprogress {\\n\\tappearance: none;\\n\\t-moz-appearance: none;\\n\\t-webkit-appearance: none;\\n\\n\\tborder: none;\\n\\theight: 20px;\\n\\tbackground-color: whiteSmoke;\\n\\tborder-radius: 3px;\\n\\tbox-shadow: 0 2px 3px rgba(0,0,0,.5) inset;\\n\\tcolor: royalblue;\\n\\tposition: relative;\\n\\tmargin: 0 0 1.5em;\\n}\\n\\nprogress[value]::-webkit-progress-bar {\\n\\tbackground-color: whiteSmoke;\\n\\tborder-radius: 3px;\\n\\tbox-shadow: 0 2px 3px rgba(0,0,0,.5) inset;\\n}\\n\\nprogress[value]::-webkit-progress-value {\\n\\tposition: relative;\\n\\n\\tbackground-size: 35px 20px, 100% 100%, 100% 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background-color: #28a745; }\\n\\nprogress.danger[value]::-webkit-progress-value { background-color: #dc3545; }\\nprogress.danger:not([value])::before { background-color: #dc3545; }\\nprogress.danger:not([value])::-webkit-progress-bar { background-color: #dc3545; }\\nprogress.danger::-moz-progress-bar { background-color: #dc3545; }\\n\\nprogress.warning[value]::-webkit-progress-value { background-color: #ffc107; }\\nprogress.warning:not([value])::before { background-color: #ffc107; }\\nprogress.warning:not([value])::-webkit-progress-bar { background-color: #ffc107; }\\nprogress.warning::-moz-progress-bar { background-color: #ffc107; }\\n\\nprogress.info[value]::-webkit-progress-value { background-color: #17a2b8; }\\nprogress.info:not([value])::before { background-color: #17a2b8; }\\nprogress.info:not([value])::-webkit-progress-bar { background-color: #17a2b8; }\\nprogress.info::-moz-progress-bar { background-color: #17a2b8; }\\n\\nprogress.light[value]::-webkit-progress-value { 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any contributors\n", " * may be used to endorse or promote products derived from this software\n", " * without specific prior written permission.\n", " * \n", " * THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS \"AS IS\"\n", " * AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE\n", " * IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE\n", " * ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE\n", " * LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR\n", " * CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF\n", " * SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS\n", " * INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN\n", " * CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)\n", " * ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF\n", " * THE POSSIBILITY OF SUCH DAMAGE.\n", " */\n", " (function(root, factory) {\n", " root[\"Bokeh\"] = factory();\n", " })(this, function() {\n", " var define;\n", " var parent_require = typeof require === \"function\" && require\n", " return (function(modules, entry, aliases, externals) {\n", " if (aliases === undefined) aliases = {};\n", " if (externals === undefined) externals = {};\n", "\n", " var cache = {};\n", "\n", " var normalize = function(name) {\n", " 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t=JSON.parse((\",\"+e).replace(/\\s*\\,\\s*([A-Z_0-9]+?)(\\[)/g,',[\"$1\",').slice(1).replace(/\\s*\\,\\s*([A-Z_0-9]+?)\\]/g,',\"$1\"]').replace(/,\\[\"VERTCS\".+/,\"\")),r=t.shift(),o=t.shift();t.unshift([\"name\",o]),t.unshift([\"type\",r]),t.unshift(\"output\");var _={};return l(t,_),function(e){function a(a){var t=e.to_meter||1;return parseFloat(a,10)*t}\"GEOGCS\"===e.type?e.projName=\"longlat\":\"LOCAL_CS\"===e.type?(e.projName=\"identity\",e.local=!0):\"object\"==typeof 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h=t(145),a=Math.PI/2,e=57.29577951308232,r=t(146),n=Math.PI/4,l=t(148),o=t(149);i.init=function(){var t=this.b/this.a;this.es=1-t*t,\"x0\"in this||(this.x0=0),\"y0\"in this||(this.y0=0),this.e=Math.sqrt(this.es),this.lat_ts?this.sphere?this.k0=Math.cos(this.lat_ts):this.k0=h(this.e,Math.sin(this.lat_ts),Math.cos(this.lat_ts)):this.k0||(this.k?this.k0=this.k:this.k0=1)},i.forward=function(t){var s,i,h=t.x,o=t.y;if(o*e>90&&o*e<-90&&h*e>180&&h*e<-180)return null;if(Math.abs(Math.abs(o)-a)<=1e-10)return null;if(this.sphere)s=this.x0+this.a*this.k0*r(h-this.long0),i=this.y0+this.a*this.k0*Math.log(Math.tan(n+.5*o));else{var M=Math.sin(o),u=l(this.e,o,M);s=this.x0+this.a*this.k0*r(h-this.long0),i=this.y0-this.a*this.k0*Math.log(u)}return t.x=s,t.y=i,t},i.inverse=function(t){var s,i,h=t.x-this.x0,e=t.y-this.y0;if(this.sphere)i=a-2*Math.atan(Math.exp(-e/(this.a*this.k0)));else{var n=Math.exp(-e/(this.a*this.k0));if(-9999===(i=o(this.e,n)))return null}return 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66\"},l.WGS7={a:6378135,rf:298.26,ellipseName:\"WGS 72\"},l.WGS84={a:6378137,rf:298.257223563,ellipseName:\"WGS 84\"},l.sphere={a:6370997,b:6370997,ellipseName:\"Normal Sphere (r=6370997)\"}},\n", " function _(e,a,s){s.wgs84={towgs84:\"0,0,0\",ellipse:\"WGS84\",datumName:\"WGS84\"},s.ch1903={towgs84:\"674.374,15.056,405.346\",ellipse:\"bessel\",datumName:\"swiss\"},s.ggrs87={towgs84:\"-199.87,74.79,246.62\",ellipse:\"GRS80\",datumName:\"Greek_Geodetic_Reference_System_1987\"},s.nad83={towgs84:\"0,0,0\",ellipse:\"GRS80\",datumName:\"North_American_Datum_1983\"},s.nad27={nadgrids:\"@conus,@alaska,@ntv2_0.gsb,@ntv1_can.dat\",ellipse:\"clrk66\",datumName:\"North_American_Datum_1927\"},s.potsdam={towgs84:\"606.0,23.0,413.0\",ellipse:\"bessel\",datumName:\"Potsdam Rauenberg 1950 DHDN\"},s.carthage={towgs84:\"-263.0,6.0,431.0\",ellipse:\"clark80\",datumName:\"Carthage 1934 Tunisia\"},s.hermannskogel={towgs84:\"653.0,-212.0,449.0\",ellipse:\"bessel\",datumName:\"Hermannskogel\"},s.ire65={towgs84:\"482.530,-130.596,564.557,-1.042,-0.214,-0.631,8.15\",ellipse:\"mod_airy\",datumName:\"Ireland 1965\"},s.rassadiran={towgs84:\"-133.63,-157.5,-158.62\",ellipse:\"intl\",datumName:\"Rassadiran\"},s.nzgd49={towgs84:\"59.47,-5.04,187.44,0.47,-0.1,1.024,-4.5993\",ellipse:\"intl\",datumName:\"New Zealand Geodetic Datum 1949\"},s.osgb36={towgs84:\"446.448,-125.157,542.060,0.1502,0.2470,0.8421,-20.4894\",ellipse:\"airy\",datumName:\"Airy 1830\"},s.s_jtsk={towgs84:\"589,76,480\",ellipse:\"bessel\",datumName:\"S-JTSK (Ferro)\"},s.beduaram={towgs84:\"-106,-87,188\",ellipse:\"clrk80\",datumName:\"Beduaram\"},s.gunung_segara={towgs84:\"-403,684,41\",ellipse:\"bessel\",datumName:\"Gunung Segara Jakarta\"},s.rnb72={towgs84:\"106.869,-52.2978,103.724,-0.33657,0.456955,-1.84218,1\",ellipse:\"intl\",datumName:\"Reseau National Belge 1972\"}},\n", " function _(a,m,t){var p=1,u=2,r=4,_=5,d=484813681109536e-20;m.exports=function(a,m,t,s,e,n){var o={};return o.datum_type=r,a&&\"none\"===a&&(o.datum_type=_),m&&(o.datum_params=m.map(parseFloat),0===o.datum_params[0]&&0===o.datum_params[1]&&0===o.datum_params[2]||(o.datum_type=p),o.datum_params.length>3&&(0===o.datum_params[3]&&0===o.datum_params[4]&&0===o.datum_params[5]&&0===o.datum_params[6]||(o.datum_type=u,o.datum_params[3]*=d,o.datum_params[4]*=d,o.datum_params[5]*=d,o.datum_params[6]=o.datum_params[6]/1e6+1))),o.a=t,o.b=s,o.es=e,o.ep2=n,o}},\n", " function _(t,e,r){var m=.017453292519943295,a=57.29577951308232,o=1,u=2,n=t(156),d=t(158),y=t(134),_=t(159);e.exports=function t(e,r,x){var i;return Array.isArray(x)&&(x=_(x)),e.datum&&r.datum&&function(t,e){return(t.datum.datum_type===o||t.datum.datum_type===u)&&\"WGS84\"!==e.datumCode||(e.datum.datum_type===o||e.datum.datum_type===u)&&\"WGS84\"!==t.datumCode}(e,r)&&(x=t(e,i=new y(\"WGS84\"),x),e=i),\"enu\"!==e.axis&&(x=d(e,!1,x)),\"longlat\"===e.projName?x={x:x.x*m,y:x.y*m}:(e.to_meter&&(x={x:x.x*e.to_meter,y:x.y*e.to_meter}),x=e.inverse(x)),e.from_greenwich&&(x.x+=e.from_greenwich),x=n(e.datum,r.datum,x),r.from_greenwich&&(x={x:x.x-r.grom_greenwich,y:x.y}),\"longlat\"===r.projName?x={x:x.x*a,y:x.y*a}:(x=r.forward(x),r.to_meter&&(x={x:x.x/r.to_meter,y:x.y/r.to_meter})),\"enu\"!==r.axis?d(r,!0,x):x}},\n", " function _(t,e,a){var u=1,m=2,o=t(157);function c(t){return t===u||t===m}e.exports=function(t,e,a){return o.compareDatums(t,e)?a:5===t.datum_type||5===e.datum_type?a:t.es!==e.es||t.a!==e.a||c(t.datum_type)||c(e.datum_type)?(a=o.geodeticToGeocentric(a,t.es,t.a),c(t.datum_type)&&(a=o.geocentricToWgs84(a,t.datum_type,t.datum_params)),c(e.datum_type)&&(a=o.geocentricFromWgs84(a,e.datum_type,e.datum_params)),o.geocentricToGeodetic(a,e.es,e.a,e.b)):a}},\n", " function _(a,t,r){var m=Math.PI/2;r.compareDatums=function(a,t){return a.datum_type===t.datum_type&&(!(a.a!==t.a||Math.abs(this.es-t.es)>5e-11)&&(1===a.datum_type?this.datum_params[0]===t.datum_params[0]&&a.datum_params[1]===t.datum_params[1]&&a.datum_params[2]===t.datum_params[2]:2!==a.datum_type||a.datum_params[0]===t.datum_params[0]&&a.datum_params[1]===t.datum_params[1]&&a.datum_params[2]===t.datum_params[2]&&a.datum_params[3]===t.datum_params[3]&&a.datum_params[4]===t.datum_params[4]&&a.datum_params[5]===t.datum_params[5]&&a.datum_params[6]===t.datum_params[6]))},r.geodeticToGeocentric=function(a,t,r){var s,u,e,n,d=a.x,i=a.y,p=a.z?a.z:0;if(i<-m&&i>-1.001*m)i=-m;else if(i>m&&i<1.001*m)i=m;else if(i<-m||i>m)return null;return d>Math.PI&&(d-=2*Math.PI),u=Math.sin(i),n=Math.cos(i),e=u*u,{x:((s=r/Math.sqrt(1-t*e))+p)*n*Math.cos(d),y:(s+p)*n*Math.sin(d),z:(s*(1-t)+p)*u}},r.geocentricToGeodetic=function(a,t,r,s){var u,e,n,d,i,p,_,h,o,y,c,z,M,x,f,g=a.x,l=a.y,q=a.z?a.z:0;if(u=Math.sqrt(g*g+l*l),e=Math.sqrt(g*g+l*l+q*q),u/r<1e-12){if(x=0,e/r<1e-12)return m,f=-s,{x:a.x,y:a.y,z:a.z}}else x=Math.atan2(l,g);n=q/e,h=(d=u/e)*(1-t)*(i=1/Math.sqrt(1-t*(2-t)*d*d)),o=n*i,M=0;do{M++,p=t*(_=r/Math.sqrt(1-t*o*o))/(_+(f=u*h+q*o-_*(1-t*o*o))),z=(c=n*(i=1/Math.sqrt(1-p*(2-p)*d*d)))*h-(y=d*(1-p)*i)*o,h=y,o=c}while(z*z>1e-24&&M<30);return{x:x,y:Math.atan(c/Math.abs(y)),z:f}},r.geocentricToWgs84=function(a,t,r){if(1===t)return{x:a.x+r[0],y:a.y+r[1],z:a.z+r[2]};if(2===t){var m=r[0],s=r[1],u=r[2],e=r[3],n=r[4],d=r[5],i=r[6];return{x:i*(a.x-d*a.y+n*a.z)+m,y:i*(d*a.x+a.y-e*a.z)+s,z:i*(-n*a.x+e*a.y+a.z)+u}}},r.geocentricFromWgs84=function(a,t,r){if(1===t)return{x:a.x-r[0],y:a.y-r[1],z:a.z-r[2]};if(2===t){var m=r[0],s=r[1],u=r[2],e=r[3],n=r[4],d=r[5],i=r[6],p=(a.x-m)/i,_=(a.y-s)/i,h=(a.z-u)/i;return{x:p+d*_-n*h,y:-d*p+_+e*h,z:n*p-e*_+h}}}},\n", " function _(e,a,r){a.exports=function(e,a,r){var s,c,i,n=r.x,o=r.y,t=r.z||0,u={};for(i=0;i<3;i++)if(!a||2!==i||void 0!==r.z)switch(0===i?(s=n,c=\"x\"):1===i?(s=o,c=\"y\"):(s=t,c=\"z\"),e.axis[i]){case\"e\":u[c]=s;break;case\"w\":u[c]=-s;break;case\"n\":u[c]=s;break;case\"s\":u[c]=-s;break;case\"u\":void 0!==r[c]&&(u.z=s);break;case\"d\":void 0!==r[c]&&(u.z=-s);break;default:return null}return u}},\n", " function _(n,t,e){t.exports=function(n){var t={x:n[0],y:n[1]};return n.length>2&&(t.z=n[2]),n.length>3&&(t.m=n[3]),t}},\n", " function _(e,t,n){var i=e(113),r=e(161),o=e(165),l=e(121),u=e(166),_=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return i.__extends(t,e),t.prototype.initialize=function(){e.prototype.initialize.call(this),this.visuals=new o.Visuals(this.model),this._has_finished=!0},Object.defineProperty(t.prototype,\"plot_view\",{get:function(){return this.parent},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"plot_model\",{get:function(){return this.parent.model},enumerable:!0,configurable:!0}),t.prototype.request_render=function(){this.plot_view.request_render()},t.prototype.map_to_screen=function(e,t){return this.plot_view.map_to_screen(e,t,this.model.x_range_name,this.model.y_range_name)},Object.defineProperty(t.prototype,\"needs_clip\",{get:function(){return!1},enumerable:!0,configurable:!0}),t.prototype.notify_finished=function(){this.plot_view.notify_finished()},Object.defineProperty(t.prototype,\"has_webgl\",{get:function(){return!1},enumerable:!0,configurable:!0}),t}(r.DOMView);n.RendererView=_,_.__name__=\"RendererView\";var p=function(e){function t(t){return e.call(this,t)||this}return i.__extends(t,e),t.init_Renderer=function(){this.define({level:[l.RenderLevel],visible:[l.Boolean,!0]})},t}(u.Model);n.Renderer=p,p.__name__=\"Renderer\",p.init_Renderer()},\n", " function _(e,t,n){var i=e(113),r=e(162),o=e(163),s=e(164),p=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return i.__extends(t,e),t.prototype.initialize=function(){e.prototype.initialize.call(this),this._has_finished=!1,this.el=this._createElement()},t.prototype.remove=function(){o.removeElement(this.el),e.prototype.remove.call(this)},t.prototype.css_classes=function(){return[]},t.prototype.cursor=function(e,t){return null},t.prototype.render=function(){},t.prototype.renderTo=function(e){e.appendChild(this.el),this.render()},t.prototype.has_finished=function(){return this._has_finished},Object.defineProperty(t.prototype,\"_root_element\",{get:function(){return o.parent(this.el,\".\"+s.bk_root)||document.body},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"is_idle\",{get:function(){return this.has_finished()},enumerable:!0,configurable:!0}),t.prototype._createElement=function(){return o.createElement(this.tagName,{class:this.css_classes()})},t}(r.View);n.DOMView=p,p.__name__=\"DOMView\",p.prototype.tagName=\"div\"},\n", " function _(t,e,n){var o=t(113),i=t(116),r=t(109),a=t(127),s=function(t){function e(e){var n=t.call(this)||this;if(n.removed=new i.Signal0(n,\"removed\"),null==e.model)throw new Error(\"model of a view wasn't configured\");return n.model=e.model,n._parent=e.parent,n.id=e.id||a.uniqueId(),n.initialize(),!1!==e.connect_signals&&n.connect_signals(),n}return o.__extends(e,t),e.prototype.initialize=function(){},e.prototype.remove=function(){this._parent=void 0,this.disconnect_signals(),this.removed.emit()},e.prototype.toString=function(){return this.model.type+\"View(\"+this.id+\")\"},e.prototype.serializable_state=function(){return{type:this.model.type}},Object.defineProperty(e.prototype,\"parent\",{get:function(){if(void 0!==this._parent)return this._parent;throw new Error(\"parent of a view wasn't configured\")},enumerable:!0,configurable:!0}),Object.defineProperty(e.prototype,\"is_root\",{get:function(){return null===this.parent},enumerable:!0,configurable:!0}),Object.defineProperty(e.prototype,\"root\",{get:function(){return this.is_root?this:this.parent.root},enumerable:!0,configurable:!0}),e.prototype.assert_root=function(){if(!this.is_root)throw new Error(this.toString()+\" is not a root layout\")},e.prototype.connect_signals=function(){},e.prototype.disconnect_signals=function(){i.Signal.disconnectReceiver(this)},e.prototype.on_change=function(t,e){for(var n=0,o=r.isArray(t)?t:[t];n\":case\"vertical_wave\":_.moveTo(n,0),_.lineTo(3*n,c),_.lineTo(n,l),_.stroke();break;case\"*\":case\"criss_cross\":h(_,l),o(_,l,c),s(_,l,c)}return r}var r=function(){function e(e,t){void 0===t&&(t=\"\"),this.obj=e,this.prefix=t,this.cache={};for(var a=0,i=this.attrs;a0){var n=t[l];return null==n&&(t[l]=n=new e(l,o)),n}throw new TypeError(\"Logger.get() expects a non-empty string name and an optional log-level\")},Object.defineProperty(e.prototype,\"level\",{get:function(){return this.get_level()},enumerable:!0,configurable:!0}),e.prototype.get_level=function(){return this._log_level},e.prototype.set_level=function(l){if(l instanceof r)this._log_level=l;else{if(!n.isString(l)||null==e.log_levels[l])throw new Error(\"Logger.set_level() expects a log-level object or a string name of a log-level\");this._log_level=e.log_levels[l]}var o=\"[\"+this._name+\"]\";for(var t in e.log_levels){e.log_levels[t].levele?a.slice(-e):a}if(l.isTypedArray(t)){var i=t.length+n.length;if(null!=e&&i>e){var r=i-e,o=t.length;a=void 0;t.length0?this.selected_glyphs[0]:null},enumerable:!0,configurable:!0}),e.prototype.add_to_selected_glyphs=function(i){this.selected_glyphs.push(i)},e.prototype.update=function(i,e,t){this.final=e,t?this.update_through_union(i):(this.indices=i.indices,this.line_indices=i.line_indices,this.selected_glyphs=i.selected_glyphs,this.get_view=i.get_view,this.multiline_indices=i.multiline_indices,this.image_indices=i.image_indices)},e.prototype.clear=function(){this.final=!0,this.indices=[],this.line_indices=[],this.multiline_indices={},this.get_view=function(){return null},this.selected_glyphs=[]},e.prototype.is_empty=function(){return 0==this.indices.length&&0==this.line_indices.length&&0==this.image_indices.length},e.prototype.update_through_union=function(i){this.indices=l.union(i.indices,this.indices),this.selected_glyphs=l.union(i.selected_glyphs,this.selected_glyphs),this.line_indices=l.union(i.line_indices,this.line_indices),this.get_view()||(this.get_view=i.get_view),this.multiline_indices=h.merge(i.multiline_indices,this.multiline_indices)},e.prototype.update_through_intersection=function(i){this.indices=l.intersection(i.indices,this.indices),this.selected_glyphs=l.union(i.selected_glyphs,this.selected_glyphs),this.line_indices=l.union(i.line_indices,this.line_indices),this.get_view()||(this.get_view=i.get_view),this.multiline_indices=h.merge(i.multiline_indices,this.multiline_indices)},e}(s.Model);t.Selection=d,d.__name__=\"Selection\",d.init_Selection()},\n", " function _(e,t,i){var n=e(113),o=e(115),r=e(173),s=e(175),c=e(192),l=e(121),p=function(e){function t(t){var i=e.call(this,t)||this;return i.inspectors={},i}return n.__extends(t,e),t.init_SelectionManager=function(){this.internal({source:[l.Any]})},t.prototype.select=function(e,t,i,n){void 0===n&&(n=!1);for(var o=[],r=[],l=0,p=e;l0){d=this.source.selection_policy.hit_test(t,o);a=a||this.source.selection_policy.do_selection(d,this.source,i,n)}return a},t.prototype.inspect=function(e,t){var i=!1;if(e instanceof s.GlyphRendererView){if(null!=(o=e.hit_test(t))){i=!o.is_empty();var n=this.get_or_create_inspector(e.model);n.update(o,!0,!1),this.source.setv({inspected:n},{silent:!0}),this.source.inspect.emit([e,{geometry:t}])}}else if(e instanceof c.GraphRendererView){var o=e.model.inspection_policy.hit_test(t,e);i=i||e.model.inspection_policy.do_inspection(o,t,e,!1,!1)}return i},t.prototype.clear=function(e){this.source.selected.clear(),null!=e&&this.get_or_create_inspector(e.model).clear()},t.prototype.get_or_create_inspector=function(e){return null==this.inspectors[e.id]&&(this.inspectors[e.id]=new r.Selection),this.inspectors[e.id]},t}(o.HasProps);i.SelectionManager=p,p.__name__=\"SelectionManager\",p.init_SelectionManager()},\n", " function _(e,t,i){var n=e(113),l=e(176),s=e(177),h=e(187),r=e(188),o=e(190),a=e(191),d=e(167),c=e(121),_=e(114),p=e(110),u=e(125),g=e(184),y={fill:{},line:{}},m={fill:{fill_alpha:.3,fill_color:\"grey\"},line:{line_alpha:.3,line_color:\"grey\"}},v={fill:{fill_alpha:.2},line:{}},f=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return n.__extends(t,e),t.prototype.initialize=function(){e.prototype.initialize.call(this);var t=this.model.glyph,i=p.includes(t.mixins,\"fill\"),n=p.includes(t.mixins,\"line\"),l=u.clone(t.attributes);function s(e){var s=u.clone(l);return i&&u.extend(s,e.fill),n&&u.extend(s,e.line),new t.constructor(s)}delete l.id,this.glyph=this.build_glyph_view(t);var h=this.model.selection_glyph;null==h?h=s({fill:{},line:{}}):\"auto\"===h&&(h=s(y)),this.selection_glyph=this.build_glyph_view(h);var r=this.model.nonselection_glyph;null==r?r=s({fill:{},line:{}}):\"auto\"===r&&(r=s(v)),this.nonselection_glyph=this.build_glyph_view(r);var o=this.model.hover_glyph;null!=o&&(this.hover_glyph=this.build_glyph_view(o));var a=this.model.muted_glyph;null!=a&&(this.muted_glyph=this.build_glyph_view(a));var d=s(m);this.decimated_glyph=this.build_glyph_view(d),this.xscale=this.plot_view.frame.xscales[this.model.x_range_name],this.yscale=this.plot_view.frame.yscales[this.model.y_range_name],this.set_data(!1)},t.prototype.build_glyph_view=function(e){return new e.default_view({model:e,parent:this})},t.prototype.connect_signals=function(){var t=this;e.prototype.connect_signals.call(this),this.connect(this.model.change,function(){return t.request_render()}),this.connect(this.model.glyph.change,function(){return t.set_data()}),this.connect(this.model.data_source.change,function(){return t.set_data()}),this.connect(this.model.data_source.streaming,function(){return t.set_data()}),this.connect(this.model.data_source.patching,function(e){return t.set_data(!0,e)}),this.connect(this.model.data_source.selected.change,function(){return t.request_render()}),this.connect(this.model.data_source._select,function(){return t.request_render()}),null!=this.hover_glyph&&this.connect(this.model.data_source.inspect,function(){return t.request_render()}),this.connect(this.model.properties.view.change,function(){return t.set_data()}),this.connect(this.model.view.change,function(){return t.set_data()}),this.connect(this.model.properties.visible.change,function(){return t.plot_view.update_dataranges()});var i=this.plot_view.frame,n=i.x_ranges,l=i.y_ranges;for(var s in n){(h=n[s])instanceof g.FactorRange&&this.connect(h.change,function(){return t.set_data()})}for(var s in l){var h;(h=l[s])instanceof g.FactorRange&&this.connect(h.change,function(){return t.set_data()})}this.connect(this.model.glyph.transformchange,function(){return t.set_data()})},t.prototype.have_selection_glyphs=function(){return null!=this.selection_glyph&&null!=this.nonselection_glyph},t.prototype.set_data=function(e,t){void 0===e&&(e=!0),void 0===t&&(t=null);var i=Date.now(),n=this.model.data_source;this.all_indices=this.model.view.indices,this.glyph.model.setv({x_range_name:this.model.x_range_name,y_range_name:this.model.y_range_name},{silent:!0}),this.glyph.set_data(n,this.all_indices,t),this.glyph.set_visuals(n),this.decimated_glyph.set_visuals(n),this.have_selection_glyphs()&&(this.selection_glyph.set_visuals(n),this.nonselection_glyph.set_visuals(n)),null!=this.hover_glyph&&this.hover_glyph.set_visuals(n),null!=this.muted_glyph&&this.muted_glyph.set_visuals(n);var l=this.plot_model.lod_factor;this.decimated=[];for(var s=0,h=Math.floor(this.all_indices.length/l);s0?w[\"1d\"].indices:_.map(Object.keys(w[\"2d\"].indices),function(e){return parseInt(e)})),x=_.filter(a,function(t){return b.has(e.all_indices[t])}),D=this.plot_model.lod_threshold;null!=this.model.document&&this.model.document.interactive_duration()>0&&!i&&null!=D&&this.all_indices.length>D?(a=this.decimated,m=this.decimated_glyph,v=this.decimated_glyph,f=this.selection_glyph):(m=this.model.muted&&null!=this.muted_glyph?this.muted_glyph:this.glyph,v=this.nonselection_glyph,f=this.selection_glyph),null!=this.hover_glyph&&x.length&&(a=p.difference(a,x));var R,V=null;if(g.length&&this.have_selection_glyphs()){for(var G=Date.now(),A={},I=0,q=g;I1&&(t.stroke(),r=!1)}r?t.lineTo(n[l],s[l]):(t.beginPath(),t.moveTo(n[l],s[l]),r=!0),_=l}r&&t.stroke()},e.prototype._hit_point=function(t){for(var e=this,i=_.create_empty_hit_test_result(),n={x:t.sx,y:t.sy},s=9999,r=Math.max(2,this.visuals.line.line_width.value()/2),o=0,h=this.sx.length-1;o0){this.index=new e(n.length);for(var t=0,i=n;to&&(e=(t=[o,e])[0],o=t[1]),r>a&&(r=(i=[a,r])[0],a=i[1]),{x0:e,y0:r,x1:o,y1:a}},Object.defineProperty(n.prototype,\"bbox\",{get:function(){if(null==this.index)return r.empty();var n=this.index;return{x0:n.minX,y0:n.minY,x1:n.maxX,y1:n.maxY}},enumerable:!0,configurable:!0}),n.prototype.search=function(n){var t=this;if(null==this.index)return[];var i=this._normalize(n),e=i.x0,r=i.y0,o=i.x1,a=i.y1;return this.index.search(e,r,o,a).map(function(n){return t.points[n]})},n.prototype.indices=function(n){return this.search(n).map(function(n){return n.i})},n}();i.SpatialIndex=o,o.__name__=\"SpatialIndex\"},\n", " function _(t,s,i){var e,h;e=this,h=function(){\"use strict\";var t=function(){this.ids=[],this.values=[],this.length=0};t.prototype.clear=function(){this.length=this.ids.length=this.values.length=0},t.prototype.push=function(t,s){this.ids.push(t),this.values.push(s);for(var i=this.length++;i>0;){var e=i-1>>1,h=this.values[e];if(s>=h)break;this.ids[i]=this.ids[e],this.values[i]=h,i=e}this.ids[i]=t,this.values[i]=s},t.prototype.pop=function(){if(0!==this.length){var t=this.ids[0];if(this.length--,this.length>0){for(var s=this.ids[0]=this.ids[this.length],i=this.values[0]=this.values[this.length],e=this.length>>1,h=0;h=i)break;this.ids[h]=o,this.values[h]=a,h=r}this.ids[h]=s,this.values[h]=i}return this.ids.pop(),this.values.pop(),t}},t.prototype.peek=function(){return this.ids[0]},t.prototype.peekValue=function(){return this.values[0]};var s=[Int8Array,Uint8Array,Uint8ClampedArray,Int16Array,Uint16Array,Int32Array,Uint32Array,Float32Array,Float64Array],i=function(i,e,h,r){if(void 0===e&&(e=16),void 0===h&&(h=Float64Array),void 0===i)throw new Error(\"Missing required argument: numItems.\");if(isNaN(i)||i<=0)throw new Error(\"Unpexpected numItems value: \"+i+\".\");this.numItems=+i,this.nodeSize=Math.min(Math.max(+e,2),65535);var n=i,o=n;this._levelBounds=[4*n];do{o+=n=Math.ceil(n/this.nodeSize),this._levelBounds.push(4*o)}while(1!==n);this.ArrayType=h||Float64Array,this.IndexArrayType=o<16384?Uint16Array:Uint32Array;var a=s.indexOf(this.ArrayType),u=4*o*this.ArrayType.BYTES_PER_ELEMENT;if(a<0)throw new Error(\"Unexpected typed array class: \"+h+\".\");r&&r instanceof ArrayBuffer?(this.data=r,this._boxes=new this.ArrayType(this.data,8,4*o),this._indices=new this.IndexArrayType(this.data,8+u,o),this._pos=4*o,this.minX=this._boxes[this._pos-4],this.minY=this._boxes[this._pos-3],this.maxX=this._boxes[this._pos-2],this.maxY=this._boxes[this._pos-1]):(this.data=new ArrayBuffer(8+u+o*this.IndexArrayType.BYTES_PER_ELEMENT),this._boxes=new this.ArrayType(this.data,8,4*o),this._indices=new this.IndexArrayType(this.data,8+u,o),this._pos=0,this.minX=1/0,this.minY=1/0,this.maxX=-1/0,this.maxY=-1/0,new Uint8Array(this.data,0,2).set([251,48+a]),new Uint16Array(this.data,2,1)[0]=e,new Uint32Array(this.data,4,1)[0]=i),this._queue=new t};function e(t,s,i){return t>1;s[h]>t?e=h:i=h+1}return s[i]}function r(t,s,i,e,h){var r=t[e];t[e]=t[h],t[h]=r;var n=4*e,o=4*h,a=s[n],u=s[n+1],p=s[n+2],d=s[n+3];s[n]=s[o],s[n+1]=s[o+1],s[n+2]=s[o+2],s[n+3]=s[o+3],s[o]=a,s[o+1]=u,s[o+2]=p,s[o+3]=d;var _=i[e];i[e]=i[h],i[h]=_}function n(t,s){var i=t^s,e=65535^i,h=65535^(t|s),r=t&(65535^s),n=i|e>>1,o=i>>1^i,a=h>>1^e&r>>1^h,u=i&h>>1^r>>1^r;o=(i=n)&(e=o)>>2^e&(i^e)>>2,a^=i&(h=a)>>2^e&(r=u)>>2,u^=e&h>>2^(i^e)&r>>2,o=(i=n=i&i>>2^e&e>>2)&(e=o)>>4^e&(i^e)>>4,a^=i&(h=a)>>4^e&(r=u)>>4,u^=e&h>>4^(i^e)&r>>4,a^=(i=n=i&i>>4^e&e>>4)&(h=a)>>8^(e=o)&(r=u)>>8;var p=t^s,d=(e=(u^=e&h>>8^(i^e)&r>>8)^u>>1)|65535^(p|(i=a^a>>1));return((d=1431655765&((d=858993459&((d=252645135&((d=16711935&(d|d<<8))|d<<4))|d<<2))|d<<1))<<1|(p=1431655765&((p=858993459&((p=252645135&((p=16711935&(p|p<<8))|p<<4))|p<<2))|p<<1)))>>>0}return i.from=function(t){if(!(t instanceof ArrayBuffer))throw new Error(\"Data must be an instance of ArrayBuffer.\");var e=new Uint8Array(t,0,2),h=e[0],r=e[1];if(251!==h)throw new Error(\"Data does not appear to be in a Flatbush format.\");if(r>>4!=3)throw new Error(\"Got v\"+(r>>4)+\" data when expected v3.\");var n=new Uint16Array(t,2,1)[0],o=new Uint32Array(t,4,1)[0];return new i(o,n,s[15&r],t)},i.prototype.add=function(t,s,i,e){var h=this._pos>>2;this._indices[h]=h,this._boxes[this._pos++]=t,this._boxes[this._pos++]=s,this._boxes[this._pos++]=i,this._boxes[this._pos++]=e,tthis.maxX&&(this.maxX=i),e>this.maxY&&(this.maxY=e)},i.prototype.finish=function(){if(this._pos>>2!==this.numItems)throw new Error(\"Added \"+(this._pos>>2)+\" items when expected \"+this.numItems+\".\");for(var t=this.maxX-this.minX,s=this.maxY-this.minY,i=new Uint32Array(this.numItems),e=0;e=n)return;var o=s[h+n>>1];var a=h-1;var u=n+1;for(;;){do{a++}while(s[a]o);if(a>=u)break;r(s,i,e,a,u)}t(s,i,e,h,u);t(s,i,e,u+1,n)}(i,this._boxes,this._indices,0,this.numItems-1);for(var f=0,l=0;fm&&(m=E),I>c&&(c=I)}this._indices[this._pos>>2]=b,this._boxes[this._pos++]=x,this._boxes[this._pos++]=y,this._boxes[this._pos++]=m,this._boxes[this._pos++]=c}},i.prototype.search=function(t,s,i,e,h){if(this._pos!==this._boxes.length)throw new Error(\"Data not yet indexed - call index.finish().\");for(var r=this._boxes.length-4,n=this._levelBounds.length-1,o=[],a=[];void 0!==r;){for(var u=Math.min(r+4*this.nodeSize,this._levelBounds[n]),p=r;p>2];ithis._boxes[p+2]||s>this._boxes[p+3]||(r<4*this.numItems?(void 0===h||h(d))&&a.push(d):(o.push(d),o.push(n-1))))}n=o.pop(),r=o.pop()}return a},i.prototype.neighbors=function(t,s,i,r,n){if(void 0===i&&(i=1/0),void 0===r&&(r=1/0),this._pos!==this._boxes.length)throw new Error(\"Data not yet indexed - call index.finish().\");for(var o=this._boxes.length-4,a=this._queue,u=[],p=r*r;void 0!==o;){for(var d=Math.min(o+4*this.nodeSize,h(o,this._levelBounds)),_=o;_>2],l=e(t,this._boxes[_],this._boxes[_+2]),v=e(s,this._boxes[_+1],this._boxes[_+3]),x=l*l+v*v;o<4*this.numItems?(void 0===n||n(f))&&a.push(-f-1,x):a.push(f,x)}for(;a.length&&a.peek()<0;){if(a.peekValue()>p)return a.clear(),u;if(u.push(-a.pop()-1),u.length===i)return a.clear(),u}o=a.pop()}return a.clear(),u},i},\"object\"==typeof i&&void 0!==s?s.exports=h():\"function\"==typeof define&&define.amd?define(h):(e=e||self).Flatbush=h()},\n", " function _(t,e,r){var i=Math.min,n=Math.max;r.empty=function(){return{x0:1/0,y0:1/0,x1:-1/0,y1:-1/0}},r.positive_x=function(){return{x0:Number.MIN_VALUE,y0:-1/0,x1:1/0,y1:1/0}},r.positive_y=function(){return{x0:-1/0,y0:Number.MIN_VALUE,x1:1/0,y1:1/0}},r.union=function(t,e){return{x0:i(t.x0,e.x0),x1:n(t.x1,e.x1),y0:i(t.y0,e.y0),y1:n(t.y1,e.y1)}};var o=function(){function t(t){if(null==t)this.x0=0,this.y0=0,this.x1=0,this.y1=0;else if(\"x0\"in t){var e=t.x0,r=t.y0,i=t.x1,n=t.y1;if(!(e<=i&&r<=n))throw new Error(\"invalid bbox {x0: \"+e+\", y0: \"+r+\", x1: \"+i+\", y1: \"+n+\"}\");this.x0=e,this.y0=r,this.x1=i,this.y1=n}else if(\"x\"in t){var o=t.x,h=t.y,u=t.width,y=t.height;if(!(u>=0&&y>=0))throw new Error(\"invalid bbox {x: \"+o+\", y: \"+h+\", width: \"+u+\", height: \"+y+\"}\");this.x0=o,this.y0=h,this.x1=o+u,this.y1=h+y}else{var f=void 0,s=void 0,c=void 0,p=void 0;if(\"width\"in t)if(\"left\"in t)s=(f=t.left)+t.width;else if(\"right\"in t)f=(s=t.right)-t.width;else{var b=t.width/2;f=t.hcenter-b,s=t.hcenter+b}else f=t.left,s=t.right;if(\"height\"in t)if(\"top\"in t)p=(c=t.top)+t.height;else if(\"bottom\"in t)c=(p=t.bottom)-t.height;else{var a=t.height/2;c=t.vcenter-a,p=t.vcenter+a}else c=t.top,p=t.bottom;if(!(f<=s&&c<=p))throw new Error(\"invalid bbox {left: \"+f+\", top: \"+c+\", right: \"+s+\", bottom: \"+p+\"}\");this.x0=f,this.y0=c,this.x1=s,this.y1=p}}return t.prototype.toString=function(){return\"BBox({left: \"+this.left+\", top: \"+this.top+\", width: \"+this.width+\", height: \"+this.height+\"})\"},Object.defineProperty(t.prototype,\"left\",{get:function(){return this.x0},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"top\",{get:function(){return this.y0},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"right\",{get:function(){return this.x1},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"bottom\",{get:function(){return this.y1},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"p0\",{get:function(){return[this.x0,this.y0]},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"p1\",{get:function(){return[this.x1,this.y1]},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"x\",{get:function(){return this.x0},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"y\",{get:function(){return this.y0},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"width\",{get:function(){return this.x1-this.x0},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"height\",{get:function(){return this.y1-this.y0},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"rect\",{get:function(){return{x0:this.x0,y0:this.y0,x1:this.x1,y1:this.y1}},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"box\",{get:function(){return{x:this.x,y:this.y,width:this.width,height:this.height}},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"h_range\",{get:function(){return{start:this.x0,end:this.x1}},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"v_range\",{get:function(){return{start:this.y0,end:this.y1}},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"ranges\",{get:function(){return[this.h_range,this.v_range]},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"aspect\",{get:function(){return this.width/this.height},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"hcenter\",{get:function(){return(this.left+this.right)/2},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"vcenter\",{get:function(){return(this.top+this.bottom)/2},enumerable:!0,configurable:!0}),t.prototype.contains=function(t,e){return t>=this.x0&&t<=this.x1&&e>=this.y0&&e<=this.y1},t.prototype.clip=function(t,e){return tthis.x1&&(t=this.x1),ethis.y1&&(e=this.y1),[t,e]},t.prototype.union=function(e){return new t({x0:i(this.x0,e.x0),y0:i(this.y0,e.y0),x1:n(this.x1,e.x1),y1:n(this.y1,e.y1)})},t.prototype.equals=function(t){return this.x0==t.x0&&this.y0==t.y0&&this.x1==t.x1&&this.y1==t.y1},Object.defineProperty(t.prototype,\"xview\",{get:function(){var t=this;return{compute:function(e){return t.left+e},v_compute:function(e){for(var r=new Float64Array(e.length),i=t.left,n=0;nt.x1&&(t.x1=n.x1)}for(var r=0,s=this.index.search(o.positive_y());rt.y1&&(t.y1=a.y1)}return this._bounds(t)},i.prototype.get_anchor_point=function(t,e,i){var n=i[0],r=i[1];switch(t){case\"center\":return{x:this.scenterx(e,n,r),y:this.scentery(e,n,r)};default:return null}},i.prototype.sdist=function(t,e,i,n,r){var s,o;void 0===n&&(n=\"edge\"),void 0===r&&(r=!1);var a=e.length;if(\"center\"==n){var h=c.map(i,function(t){return t/2});s=new Float64Array(a);for(var _=0;_1?r:{x:n.x+i*(r.x-n.x),y:n.y+i*(r.y-n.y)})}r.point_in_poly=function(t,n,r,e){for(var i=!1,o=r[r.length-1],u=e[e.length-1],a=0;a0&&_<1&&h>0&&h<1,x:t+_*(r-t),y:n+_*(e-n)}}},\n", " function _(t,n,r){var e=t(113),i=t(185),a=t(121),s=t(114),o=t(110),p=t(109);function u(t,n,r){void 0===r&&(r=0);for(var e={},i=0;ithis.end},enumerable:!0,configurable:!0}),n}(a.Model);e.Range=r,r.__name__=\"Range\",r.init_Range()},\n", " function _(e,t,i){var n=e(183);i.generic_line_legend=function(e,t,i,n){var r=i.x0,a=i.x1,l=i.y0,c=i.y1;t.save(),t.beginPath(),t.moveTo(r,(l+c)/2),t.lineTo(a,(l+c)/2),e.line.doit&&(e.line.set_vectorize(t,n),t.stroke()),t.restore()},i.generic_area_legend=function(e,t,i,n){var r=i.x0,a=i.x1,l=i.y0,c=i.y1,o=.1*Math.abs(a-r),s=.1*Math.abs(c-l),_=r+o,v=a-o,h=l+s,x=c-s;e.fill.doit&&(e.fill.set_vectorize(t,n),t.fillRect(_,h,v-_,x-h)),null!=e.hatch&&e.hatch.doit&&(e.hatch.set_vectorize(t,n),t.fillRect(_,h,v-_,x-h)),e.line&&e.line.doit&&(t.beginPath(),t.rect(_,h,v-_,x-h),e.line.set_vectorize(t,n),t.stroke())},i.line_interpolation=function(e,t,i,r,a,l){var c,o,s,_,v,h,x,y,f,d,g=t.sx,m=t.sy;\"point\"==t.type?(f=(c=e.yscale.r_invert(m-1,m+1))[0],d=c[1],x=(o=e.xscale.r_invert(g-1,g+1))[0],y=o[1]):\"v\"==t.direction?(f=(s=e.yscale.r_invert(m,m))[0],d=s[1],x=(_=[Math.min(i-1,a-1),Math.max(i+1,a+1)])[0],y=_[1]):(x=(v=e.xscale.r_invert(g,g))[0],y=v[1],f=(h=[Math.min(r-1,l-1),Math.max(r+1,l+1)])[0],d=h[1]);var u=n.check_2_segments_intersect(x,f,y,d,i,r,a,l);return[u.x,u.y]}},\n", " function _(t,i,e){var n=t(113),s=t(178),l=t(186),o=t(183),r=function(t){function i(){return null!==t&&t.apply(this,arguments)||this}return n.__extends(i,t),i.prototype._inner_loop=function(t,i,e,n,s){for(var l=0,o=i;l=0;s--)t.lineTo(i[s],n[s]);t.closePath(),r.call(t)},e.prototype._render=function(t,e,i){var n=this,r=i.sx1,s=i.sx2,o=i.sy;this.visuals.fill.doit&&(this.visuals.fill.set_value(t),this._inner(t,r,s,o,t.fill)),this.visuals.hatch.doit2(t,0,function(){return n._inner(t,r,s,o,t.fill)},function(){return n.renderer.request_render()})},e.prototype._hit_point=function(t){for(var e=this,i=o.create_empty_hit_test_result(),n=this.sy.length,r=new Float64Array(2*n),s=new Float64Array(2*n),a=0,h=n;a=0;s--)t.lineTo(e[s],n[s]);t.closePath(),r.call(t)},e.prototype._render=function(t,e,i){var n=this,r=i.sx,s=i.sy1,o=i.sy2;this.visuals.fill.doit&&(this.visuals.fill.set_value(t),this._inner(t,r,s,o,t.fill)),this.visuals.hatch.doit2(t,0,function(){return n._inner(t,r,s,o,t.fill)},function(){return n.renderer.request_render()})},e.prototype.scenterx=function(t){return this.sx[t]},e.prototype.scentery=function(t){return(this.sy1[t]+this.sy2[t])/2},e.prototype._hit_point=function(t){for(var e=this,i=o.create_empty_hit_test_result(),n=this.sx.length,r=new Float64Array(2*n),s=new Float64Array(2*n),a=0,h=n;a0?this.indices=r.intersection.apply(this,n):this.source instanceof u.ColumnarDataSource&&(this.indices=this.source.get_indices()),this.indices_map_to_subset()},n.prototype.indices_map_to_subset=function(){this.indices_map={};for(var i=0;i0){for(var l=n[0],o=0,_=n;o<_.length;o++){var s=_[o];l.update_through_intersection(s)}return l}return null},e}(u);n.IntersectRenderers=i,i.__name__=\"IntersectRenderers\";var l=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return r.__extends(e,t),e.prototype.hit_test=function(t,e){for(var n=[],r=0,u=e;r0){for(var l=n[0],o=0,_=n;o<_.length;o++){var s=_[o];l.update_through_union(s)}return l}return null},e}(u);n.UnionRenderers=l,l.__name__=\"UnionRenderers\"},\n", " function _(r,n,t){var a=r(109),e=r(197);function i(r){for(var n=new Uint8Array(r.buffer,r.byteOffset,2*r.length),t=0,a=n.length;t=0||r.indexOf(\"Trident\")>0||r.indexOf(\"Edge\")>0,e.is_mobile=\"undefined\"!=typeof window&&(\"ontouchstart\"in window||navigator.maxTouchPoints>0),e.is_little_endian=function(){var n=new ArrayBuffer(4),i=new Uint8Array(n);new Uint32Array(n)[1]=168496141;var e=!0;return 10==i[4]&&11==i[5]&&12==i[6]&&13==i[7]&&(e=!1),e}()},\n", " function _(n,t,r){r.concat=function(n){for(var t=[],r=1;r=0;t--)e.lineTo(this._upper_sx[t],this._upper_sy[t]);e.closePath(),this.visuals.fill.doit&&(this.visuals.fill.set_value(e),e.fill()),e.beginPath(),e.moveTo(this._lower_sx[0],this._lower_sy[0]);for(t=0,i=this._lower_sx.length;tthis.sleft&&tthis.stop&&is||(d[r].push(h[p]),d[a].push(0));for(p=0,f=m.length;ps||(c[r].push(m[p]),c[a].push(0));var g={major:this._format_major_labels(d[r],h)},v={major:[[],[]],minor:[[],[]]};return v.major[r]=i.v_compute(d[r]),v.minor[r]=i.v_compute(c[r]),v.major[a]=d[a],v.minor[a]=c[a],\"vertical\"==this.model.orientation&&(v.major[r]=u.map(v.major[r],function(e){return t-e}),v.minor[r]=u.map(v.minor[r],function(e){return t-e})),{coords:v,labels:g}},e}(r.AnnotationView);i.ColorBarView=g,g.__name__=\"ColorBarView\";var v=function(t){function e(e){return t.call(this,e)||this}return o.__extends(e,t),e.init_ColorBar=function(){this.prototype.default_view=g,this.mixins([\"text:major_label_\",\"text:title_\",\"line:major_tick_\",\"line:minor_tick_\",\"line:border_\",\"line:bar_\",\"fill:background_\"]),this.define({location:[m.Any,\"top_right\"],orientation:[m.Orientation,\"vertical\"],title:[m.String],title_standoff:[m.Number,2],width:[m.Any,\"auto\"],height:[m.Any,\"auto\"],scale_alpha:[m.Number,1],ticker:[m.Instance,function(){return new a.BasicTicker}],formatter:[m.Instance,function(){return new n.BasicTickFormatter}],major_label_overrides:[m.Any,{}],color_mapper:[m.Instance],label_standoff:[m.Number,5],margin:[m.Number,30],padding:[m.Number,10],major_tick_in:[m.Number,5],major_tick_out:[m.Number,0],minor_tick_in:[m.Number,0],minor_tick_out:[m.Number,0]}),this.override({background_fill_color:\"#ffffff\",background_fill_alpha:.95,bar_line_color:null,border_line_color:null,major_label_text_align:\"center\",major_label_text_baseline:\"middle\",major_label_text_font_size:\"8pt\",major_tick_line_color:\"#ffffff\",minor_tick_line_color:null,title_text_font_size:\"10pt\",title_text_font_style:\"italic\"})},e}(r.Annotation);i.ColorBar=v,v.__name__=\"ColorBar\",v.init_ColorBar()},\n", " function _(i,n,c){var e=i(113),t=function(i){function n(n){return i.call(this,n)||this}return e.__extends(n,i),n}(i(205).AdaptiveTicker);c.BasicTicker=t,t.__name__=\"BasicTicker\"},\n", " function _(t,i,a){var e=t(113),n=t(206),s=t(110),r=t(121);var h=function(t){function i(i){return t.call(this,i)||this}return e.__extends(i,t),i.init_AdaptiveTicker=function(){this.define({base:[r.Number,10],mantissas:[r.Array,[1,2,5]],min_interval:[r.Number,0],max_interval:[r.Number]})},i.prototype.initialize=function(){t.prototype.initialize.call(this);var i=s.nth(this.mantissas,-1)/this.base,a=s.nth(this.mantissas,0)*this.base;this.extended_mantissas=e.__spreadArrays([i],this.mantissas,[a]),this.base_factor=0===this.get_min_interval()?1:this.get_min_interval()},i.prototype.get_interval=function(t,i,a){var e,n,r=i-t,h=this.get_ideal_interval(t,i,a),_=Math.floor((e=h/this.base_factor,void 0===(n=this.base)&&(n=Math.E),Math.log(e)/Math.log(n))),o=Math.pow(this.base,_)*this.base_factor,m=this.extended_mantissas,c=m.map(function(t){return Math.abs(a-r/(t*o))});return function(t,i,a){return Math.max(i,Math.min(a,t))}(m[s.argmin(c)]*o,this.get_min_interval(),this.get_max_interval())},i}(n.ContinuousTicker);a.AdaptiveTicker=h,h.__name__=\"AdaptiveTicker\",h.init_AdaptiveTicker()},\n", " function _(t,n,i){var r=t(113),e=t(207),o=t(121),u=t(110),_=t(109),s=function(t){function n(n){return t.call(this,n)||this}return r.__extends(n,t),n.init_ContinuousTicker=function(){this.define({num_minor_ticks:[o.Number,5],desired_num_ticks:[o.Number,6]})},n.prototype.get_ticks=function(t,n,i,r,e){return this.get_ticks_no_defaults(t,n,r,this.desired_num_ticks)},n.prototype.get_ticks_no_defaults=function(t,n,i,r){var e=this.get_interval(t,n,r),o=Math.floor(t/e),s=Math.ceil(n/e),a=(_.isStrictNaN(o)||_.isStrictNaN(s)?[]:u.range(o,s+1)).map(function(t){return t*e}).filter(function(i){return t<=i&&i<=n}),c=this.num_minor_ticks,l=[];if(c>0&&a.length>0){for(var f=e/c,h=u.range(0,c).map(function(t){return t*f}),m=0,p=h.slice(1);m=2&&(t=Math.abs(i[1]-i[0])/1e4);var r=!1;if(this.use_scientific)for(var n=0,o=i;nt&&(l>=this.scientific_limit_high||l<=this.scientific_limit_low)){r=!0;break}}var s=new Array(i.length),f=this.precision;if(null==f||a.isNumber(f))if(r)for(var h=0,_=i.length;h<_;h++)s[h]=i[h].toExponential(f||void 0);else for(h=0,_=i.length;h<_;h++)s[h]=i[h].toFixed(f||void 0).replace(/(\\.[0-9]*?)0+$/,\"$1\").replace(/\\.$/,\"\");else for(var p=this.last_precision,u=this.last_precision<=15;u?p<=15:p>=15;u?p++:p--){var m=!0;if(r){for(h=0,_=i.length;h<_;h++)if(s[h]=i[h].toExponential(p),h>0&&s[h]===s[h-1]){m=!1;break}if(m)break}else{for(h=0,_=i.length;h<_;h++)if(s[h]=i[h].toFixed(p).replace(/(\\.[0-9]*?)0+$/,\"$1\").replace(/\\.$/,\"\"),h>0&&s[h]==s[h-1]){m=!1;break}if(m)break}if(m){this.last_precision=p;break}}return s},e}(n.TickFormatter);t.BasicTickFormatter=c,c.__name__=\"BasicTickFormatter\",c.init_BasicTickFormatter()},\n", " function _(t,n,r){var e=t(113),i=function(t){function n(n){return t.call(this,n)||this}return e.__extends(n,t),n}(t(166).Model);r.TickFormatter=i,i.__name__=\"TickFormatter\"},\n", " function _(o,n,l){var r=o(113),t=o(211),i=o(114),e=function(o){function n(n){return o.call(this,n)||this}return r.__extends(n,o),n.prototype._v_compute=function(o,n,l,r){for(var t=r.nan_color,e=r.low_color,h=r.high_color,a=null!=this.low?this.low:i.min(o),u=null!=this.high?this.high:i.max(o),_=l.length-1,s=1/(u-a),c=1/l.length,p=0,f=o.length;p_?null!=h?h:l[_]:l[m]}else n[p]=l[_]}},n}(t.ContinuousColorMapper);l.LinearColorMapper=e,e.__name__=\"LinearColorMapper\"},\n", " function _(o,r,i){var l=o(113),n=o(212),t=o(121),u=function(o){function r(r){return o.call(this,r)||this}return l.__extends(r,o),r.init_ContinuousColorMapper=function(){this.define({high:[t.Number],low:[t.Number],high_color:[t.Color],low_color:[t.Color]})},r.prototype._colors=function(r){return Object.assign(Object.assign({},o.prototype._colors.call(this,r)),{low_color:null!=this.low_color?r(this.low_color):void 0,high_color:null!=this.high_color?r(this.high_color):void 0})},r}(n.ColorMapper);i.ContinuousColorMapper=u,u.__name__=\"ContinuousColorMapper\",u.init_ContinuousColorMapper()},\n", " function _(t,r,n){var e=t(113),o=t(213),i=t(121),a=t(109),u=t(123),_=t(197);function c(t){return a.isNumber(t)?t:(\"#\"!=t[0]&&(t=u.color2hex(t)),9!=t.length&&(t+=\"ff\"),parseInt(t.slice(1),16))}function l(t){for(var r=new Uint32Array(t.length),n=0,e=t.length;nr.x?-1:t.x==r.x?0:1}):o.sort(function(t,r){return t.xthis._x_sorted[this._x_sorted.length-1])return NaN}else{if(tthis._x_sorted[this._x_sorted.length-1])return this._y_sorted[this._y_sorted.length-1]}if(t==this._x_sorted[0])return this._y_sorted[0];var r=s.find_last_index(this._x_sorted,function(r){return rthis._x_sorted[this._x_sorted.length-1])return NaN}else{if(tthis._x_sorted[this._x_sorted.length-1])return this._y_sorted[this._y_sorted.length-1]}var e;switch(this.mode){case\"after\":e=s.find_last_index(this._x_sorted,function(e){return t>=e});break;case\"before\":e=s.find_index(this._x_sorted,function(e){return t<=e});break;case\"center\":var r=this._x_sorted.map(function(e){return Math.abs(e-t)}),n=s.min(r);e=s.find_index(r,function(t){return n===t});break;default:throw new Error(\"unknown mode: \"+this.mode)}return-1!=e?this._y_sorted[e]:NaN},e}(i.Interpolator);r.StepInterpolator=_,_.__name__=\"StepInterpolator\",_.init_StepInterpolator()},\n", " function _(t,e,a){var r=t(113),o=function(t){function e(e){return t.call(this,e)||this}return r.__extends(e,t),e.prototype.compute=function(t){var e,a=this._compute_state(),r=a[0],o=a[1],n=a[2],i=a[3];if(0==n)e=0;else{var h=(Math.log(t)-i)/n;e=isFinite(h)?h*r+o:NaN}return e},e.prototype.v_compute=function(t){var e=this._compute_state(),a=e[0],r=e[1],o=e[2],n=e[3],i=new Float64Array(t.length);if(0==o)for(var h=0;h0?(this.el.style.top=y+\"px\",this.el.style.left=b+\"px\"):l.undisplay(this.el)}},e}(o.AnnotationView);i.TooltipView=c,c.__name__=\"TooltipView\";var d=function(t){function e(e){return t.call(this,e)||this}return s.__extends(e,t),e.init_Tooltip=function(){this.prototype.default_view=c,this.define({attachment:[a.TooltipAttachment,\"horizontal\"],inner_only:[a.Boolean,!0],show_arrow:[a.Boolean,!0]}),this.override({level:\"overlay\"}),this.internal({data:[a.Any,[]],custom:[a.Any]})},e.prototype.clear=function(){this.data=[]},e.prototype.add=function(t,e,i){this.data=this.data.concat([[t,e,i]])},e}(o.Annotation);i.Tooltip=d,d.__name__=\"Tooltip\",d.init_Tooltip()},\n", " function _(o,t,n){o(164),o(163).styles.append('.bk-root {\\n /* Same border color used everywhere */\\n /* Gray of icons */\\n}\\n.bk-root .bk-tooltip {\\n font-weight: 300;\\n font-size: 12px;\\n position: absolute;\\n padding: 5px;\\n border: 1px solid #e5e5e5;\\n color: #2f2f2f;\\n background-color: white;\\n pointer-events: none;\\n opacity: 0.95;\\n z-index: 100;\\n}\\n.bk-root .bk-tooltip > div:not(:first-child) {\\n /* gives space when multiple elements are being hovered over */\\n margin-top: 5px;\\n border-top: #e5e5e5 1px dashed;\\n}\\n.bk-root .bk-tooltip.bk-left.bk-tooltip-arrow::before {\\n position: absolute;\\n margin: -7px 0 0 0;\\n top: 50%;\\n width: 0;\\n height: 0;\\n border-style: solid;\\n border-width: 7px 0 7px 0;\\n border-color: transparent;\\n content: \" \";\\n display: block;\\n left: -10px;\\n border-right-width: 10px;\\n border-right-color: #909599;\\n}\\n.bk-root .bk-tooltip.bk-left::before {\\n left: -10px;\\n border-right-width: 10px;\\n border-right-color: #909599;\\n}\\n.bk-root .bk-tooltip.bk-right.bk-tooltip-arrow::after {\\n position: absolute;\\n margin: -7px 0 0 0;\\n top: 50%;\\n width: 0;\\n height: 0;\\n border-style: solid;\\n border-width: 7px 0 7px 0;\\n border-color: transparent;\\n content: \" \";\\n display: block;\\n right: -10px;\\n border-left-width: 10px;\\n border-left-color: #909599;\\n}\\n.bk-root .bk-tooltip.bk-right::after {\\n right: -10px;\\n border-left-width: 10px;\\n border-left-color: #909599;\\n}\\n.bk-root .bk-tooltip.bk-above::before {\\n position: absolute;\\n margin: 0 0 0 -7px;\\n left: 50%;\\n width: 0;\\n height: 0;\\n border-style: solid;\\n border-width: 0 7px 0 7px;\\n border-color: transparent;\\n content: \" \";\\n display: block;\\n top: -10px;\\n border-bottom-width: 10px;\\n border-bottom-color: #909599;\\n}\\n.bk-root .bk-tooltip.bk-below::after {\\n position: absolute;\\n margin: 0 0 0 -7px;\\n left: 50%;\\n width: 0;\\n height: 0;\\n border-style: solid;\\n border-width: 0 7px 0 7px;\\n border-color: transparent;\\n content: \" \";\\n display: block;\\n bottom: -10px;\\n border-top-width: 10px;\\n border-top-color: #909599;\\n}\\n.bk-root .bk-tooltip-row-label {\\n text-align: right;\\n color: #26aae1;\\n /* blue from toolbar highlighting */\\n}\\n.bk-root .bk-tooltip-row-value {\\n color: default;\\n /* seems to be necessary for notebook */\\n}\\n.bk-root .bk-tooltip-color-block {\\n width: 12px;\\n height: 12px;\\n margin-left: 5px;\\n margin-right: 5px;\\n outline: #dddddd solid 1px;\\n display: inline-block;\\n}\\n'),n.bk_tooltip=\"bk-tooltip\",n.bk_tooltip_arrow=\"bk-tooltip-arrow\",n.bk_tooltip_custom=\"bk-tooltip-custom\",n.bk_tooltip_row_label=\"bk-tooltip-row-label\",n.bk_tooltip_row_value=\"bk-tooltip-row-value\",n.bk_tooltip_color_block=\"bk-tooltip-color-block\"},\n", " function _(b,e,k){b(163).styles.append(\"\"),k.bk_active=\"bk-active\",k.bk_inline=\"bk-inline\",k.bk_left=\"bk-left\",k.bk_right=\"bk-right\",k.bk_above=\"bk-above\",k.bk_below=\"bk-below\",k.bk_up=\"bk-up\",k.bk_down=\"bk-down\",k.bk_side=function(b){switch(b){case\"above\":return k.bk_above;case\"below\":return k.bk_below;case\"left\":return k.bk_left;case\"right\":return k.bk_right}}},\n", " function _(e,t,i){var s=e(113),n=e(131),r=e(170),o=e(169),a=e(121),h=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return s.__extends(t,e),t.prototype.initialize=function(){e.prototype.initialize.call(this),this.set_data(this.model.source)},t.prototype.connect_signals=function(){var t=this;e.prototype.connect_signals.call(this),this.connect(this.model.source.streaming,function(){return t.set_data(t.model.source)}),this.connect(this.model.source.patching,function(){return t.set_data(t.model.source)}),this.connect(this.model.source.change,function(){return t.set_data(t.model.source)})},t.prototype.set_data=function(t){e.prototype.set_data.call(this,t),this.visuals.warm_cache(t),this.plot_view.request_render()},t.prototype._map_data=function(){var e,t,i,s=this.plot_view.frame,n=this.model.dimension,r=s.xscales[this.model.x_range_name],o=s.yscales[this.model.y_range_name],a=\"height\"==n?o:r,h=\"height\"==n?r:o,_=\"height\"==n?s.yview:s.xview,l=\"height\"==n?s.xview:s.yview;e=\"data\"==this.model.properties.lower.units?a.v_compute(this._lower):_.v_compute(this._lower),t=\"data\"==this.model.properties.upper.units?a.v_compute(this._upper):_.v_compute(this._upper),i=\"data\"==this.model.properties.base.units?h.v_compute(this._base):l.v_compute(this._base);var u=\"height\"==n?[1,0]:[0,1],p=u[0],c=u[1],d=[e,i],m=[t,i];this._lower_sx=d[p],this._lower_sy=d[c],this._upper_sx=m[p],this._upper_sy=m[c]},t.prototype.render=function(){if(this.model.visible){this._map_data();var e=this.plot_view.canvas_view.ctx;if(this.visuals.line.doit)for(var t=0,i=this._lower_sx.length;tu&&(u=b)}return u>0&&(u+=a),u},Object.defineProperty(t.prototype,\"normals\",{get:function(){return this.panel.normals},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"dimension\",{get:function(){return this.panel.dimension},enumerable:!0,configurable:!0}),t.prototype.compute_labels=function(e){for(var t=this.model.formatter.doFormat(e,this),i=0;i_(l-c)?(a=u(h(n,o),l),r=h(u(n,o),c)):(a=h(n,o),r=u(n,o)),[a,r]}throw new Error(\"user bounds '\"+t+\"' not understood\")},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"rule_coords\",{get:function(){var e=this.dimension,t=(e+1)%2,i=this.ranges[0],a=this.computed_bounds,r=a[0],n=a[1],o=[new Array(2),new Array(2)];return o[e][0]=Math.max(r,i.min),o[e][1]=Math.min(n,i.max),o[e][0]>o[e][1]&&(o[e][0]=o[e][1]=NaN),o[t][0]=this.loc,o[t][1]=this.loc,o},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"tick_coords\",{get:function(){for(var e=this.dimension,t=(e+1)%2,i=this.ranges[0],a=this.computed_bounds,r=a[0],n=a[1],o=this.model.ticker.get_ticks(r,n,i,this.loc,{}),s=o.major,l=o.minor,_=[[],[]],h=[[],[]],u=[i.min,i.max],c=u[0],d=u[1],m=0;md||(_[e].push(s[m]),_[t].push(this.loc));for(m=0;md||(h[e].push(l[m]),h[t].push(this.loc));return{major:_,minor:h}},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"loc\",{get:function(){var e=this.model.fixed_location;if(null!=e){if(s.isNumber(e))return e;var t=this.ranges[1];if(t instanceof l.FactorRange)return t.synthetic(e);throw new Error(\"unexpected\")}var i=this.ranges[1];switch(this.panel.side){case\"left\":case\"below\":return i.start;case\"right\":case\"above\":return i.end}},enumerable:!0,configurable:!0}),t.prototype.serializable_state=function(){return Object.assign(Object.assign({},e.prototype.serializable_state.call(this)),{bbox:this.layout.bbox.box})},t}(r.GuideRendererView);i.AxisView=c,c.__name__=\"AxisView\";var d=function(e){function t(t){return e.call(this,t)||this}return a.__extends(t,e),t.init_Axis=function(){this.prototype.default_view=c,this.mixins([\"line:axis_\",\"line:major_tick_\",\"line:minor_tick_\",\"text:major_label_\",\"text:axis_label_\"]),this.define({bounds:[n.Any,\"auto\"],ticker:[n.Instance],formatter:[n.Instance],x_range_name:[n.String,\"default\"],y_range_name:[n.String,\"default\"],axis_label:[n.String,\"\"],axis_label_standoff:[n.Int,5],major_label_standoff:[n.Int,5],major_label_orientation:[n.Any,\"horizontal\"],major_label_overrides:[n.Any,{}],major_tick_in:[n.Number,2],major_tick_out:[n.Number,6],minor_tick_in:[n.Number,0],minor_tick_out:[n.Number,4],fixed_location:[n.Any,null]}),this.override({axis_line_color:\"black\",major_tick_line_color:\"black\",minor_tick_line_color:\"black\",major_label_text_font_size:\"8pt\",major_label_text_align:\"center\",major_label_text_baseline:\"alphabetic\",axis_label_text_font_size:\"10pt\",axis_label_text_font_style:\"italic\"})},t}(r.GuideRenderer);i.Axis=d,d.__name__=\"Axis\",d.init_Axis()},\n", " function _(e,n,r){var i=e(113),t=e(160),d=function(e){function n(){return null!==e&&e.apply(this,arguments)||this}return i.__extends(n,e),n}(t.RendererView);r.GuideRendererView=d,d.__name__=\"GuideRendererView\";var u=function(e){function n(n){return e.call(this,n)||this}return i.__extends(n,e),n.init_GuideRenderer=function(){this.override({level:\"overlay\"})},n}(t.Renderer);r.GuideRenderer=u,u.__name__=\"GuideRenderer\",u.init_GuideRenderer()},\n", " function _(t,o,e){var i=t(113),r=t(243),s=t(246),a=t(247),n=t(121),l=function(t){function o(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(o,t),o.prototype._render=function(t,o,e){this._draw_group_separators(t,o,e)},o.prototype._draw_group_separators=function(t,o,e){var i,r=this.ranges[0],s=this.computed_bounds,a=s[0],n=s[1];if(r.tops&&!(r.tops.length<2)&&this.visuals.separator_line.doit){for(var l=this.dimension,_=(l+1)%2,u=[[],[]],p=0,h=0;ha&&f1&&(l.tops[o]=n.tops,l.tops[e]=n.tops.map(function(o){return 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function _(t,e,i){var n=t(113),r=t(204),a=t(259),_=t(260),c=function(t){function e(e){return t.call(this,e)||this}return n.__extends(e,t),e.prototype.initialize=function(){t.prototype.initialize.call(this),this.interval=_.ONE_YEAR,this.basic_ticker=new r.BasicTicker({num_minor_ticks:0})},e.prototype.get_ticks_no_defaults=function(t,e,i,n){var r=_.last_year_no_later_than(new Date(t)).getUTCFullYear(),a=_.last_year_no_later_than(new Date(e)).getUTCFullYear();return{major:this.basic_ticker.get_ticks_no_defaults(r,a,i,n).major.map(function(t){return Date.UTC(t,0,1)}).filter(function(i){return t<=i&&i<=e}),minor:[]}},e}(a.SingleIntervalTicker);i.YearsTicker=c,c.__name__=\"YearsTicker\"},\n", " function _(i,n,t){var e=i(113),o=i(243),r=i(248),u=i(264),s=i(265),_=function(i){function n(){return null!==i&&i.apply(this,arguments)||this}return e.__extends(n,i),n}(o.AxisView);t.LogAxisView=_,_.__name__=\"LogAxisView\";var c=function(i){function n(n){return i.call(this,n)||this}return 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if(5===g.length)t=g[1],e=g[2],i=g[3],n=g[4],s=m.width,a=m.height;else{if(9!==g.length)throw new Error(\"Inavlid number of arguments passed to drawImage: \"+arguments.length);f=g[1],y=g[2],s=g[3],a=g[4],t=g[5],e=g[6],i=g[7],n=g[8]}o=this.__closestGroupOrSvg(),this.__currentElement;var v=\"translate(\"+t+\", \"+e+\")\";if(m instanceof r){if((h=m.getSvg().cloneNode(!0)).childNodes&&h.childNodes.length>1){for(l=h.childNodes[0];l.childNodes.length;)d=l.childNodes[0].getAttribute(\"id\"),this.__ids[d]=d,this.__defs.appendChild(l.childNodes[0]);if(c=h.childNodes[1]){var b,w=c.getAttribute(\"transform\");b=w?w+\" \"+v:v,c.setAttribute(\"transform\",b),o.appendChild(c)}}}else\"IMG\"===m.nodeName?((p=this.__createElement(\"image\")).setAttribute(\"width\",i),p.setAttribute(\"height\",n),p.setAttribute(\"preserveAspectRatio\",\"none\"),(f||y||s!==m.width||a!==m.height)&&((_=this.__document.createElement(\"canvas\")).width=i,_.height=n,(u=_.getContext(\"2d\")).drawImage(m,f,y,s,a,0,0,i,n),m=_),p.setAttribute(\"transform\",v),p.setAttributeNS(\"http://www.w3.org/1999/xlink\",\"xlink:href\",\"CANVAS\"===m.nodeName?m.toDataURL():m.getAttribute(\"src\")),o.appendChild(p)):\"CANVAS\"===m.nodeName&&((p=this.__createElement(\"image\")).setAttribute(\"width\",i),p.setAttribute(\"height\",n),p.setAttribute(\"preserveAspectRatio\",\"none\"),(_=this.__document.createElement(\"canvas\")).width=i,_.height=n,(u=_.getContext(\"2d\")).imageSmoothingEnabled=!1,u.mozImageSmoothingEnabled=!1,u.oImageSmoothingEnabled=!1,u.webkitImageSmoothingEnabled=!1,u.drawImage(m,f,y,s,a,0,0,i,n),m=_,p.setAttribute(\"transform\",v),p.setAttributeNS(\"http://www.w3.org/1999/xlink\",\"xlink:href\",m.toDataURL()),o.appendChild(p))},r.prototype.createPattern=function(t,e){var i,s=this.__document.createElementNS(\"http://www.w3.org/2000/svg\",\"pattern\"),a=o(this.__ids);return s.setAttribute(\"id\",a),s.setAttribute(\"width\",t.width),s.setAttribute(\"height\",t.height),\"CANVAS\"===t.nodeName||\"IMG\"===t.nodeName?((i=this.__document.createElementNS(\"http://www.w3.org/2000/svg\",\"image\")).setAttribute(\"width\",t.width),i.setAttribute(\"height\",t.height),i.setAttributeNS(\"http://www.w3.org/1999/xlink\",\"xlink:href\",\"CANVAS\"===t.nodeName?t.toDataURL():t.getAttribute(\"src\")),s.appendChild(i),this.__defs.appendChild(s)):t instanceof r&&(s.appendChild(t.__root.childNodes[1]),this.__defs.appendChild(s)),new n(s,this)},r.prototype.setLineDash=function(t){t&&t.length>0?this.lineDash=t.join(\",\"):this.lineDash=null},r.prototype.drawFocusRing=function(){},r.prototype.createImageData=function(){},r.prototype.getImageData=function(){},r.prototype.putImageData=function(){},r.prototype.globalCompositeOperation=function(){},r.prototype.setTransform=function(){},\"object\"==typeof window&&(window.C2S=r),\"object\"==typeof e&&\"object\"==typeof e.exports&&(e.exports=r)}()},\n", " function _(e,t,a){var r=e(113),n=e(279),s=e(215),i=e(224),_=e(225),o=e(280),c=e(184),g=function(e){function t(t,a,r,n,s,i){void 0===s&&(s={}),void 0===i&&(i={});var _=e.call(this)||this;return _.x_scale=t,_.y_scale=a,_.x_range=r,_.y_range=n,_.extra_x_ranges=s,_.extra_y_ranges=i,_._configure_scales(),_}return r.__extends(t,e),t.prototype.map_to_screen=function(e,t,a,r){return void 0===a&&(a=\"default\"),void 0===r&&(r=\"default\"),[this.xscales[a].v_compute(e),this.yscales[r].v_compute(t)]},t.prototype._get_ranges=function(e,t){var a={};if(a.default=e,null!=t)for(var r in t)a[r]=t[r];return a},t.prototype._get_scales=function(e,t,a){var r={};for(var g in t){var l=t[g];if(l instanceof o.DataRange1d||l instanceof _.Range1d){if(!(e instanceof i.LogScale||e instanceof s.LinearScale))throw new Error(\"Range \"+l.type+\" is incompatible is Scale \"+e.type);if(e instanceof n.CategoricalScale)throw new Error(\"Range \"+l.type+\" is incompatible is Scale \"+e.type)}if(l instanceof c.FactorRange&&!(e instanceof n.CategoricalScale))throw new Error(\"Range \"+l.type+\" is incompatible is Scale \"+e.type);e instanceof i.LogScale&&l instanceof o.DataRange1d&&(l.scale_hint=\"log\");var f=e.clone();f.setv({source_range:l,target_range:a}),r[g]=f}return r},t.prototype._configure_frame_ranges=function(){this._h_target=new _.Range1d({start:this._left.value,end:this._right.value}),this._v_target=new _.Range1d({start:this._bottom.value,end:this._top.value})},t.prototype._configure_scales=function(){this._configure_frame_ranges(),this._x_ranges=this._get_ranges(this.x_range,this.extra_x_ranges),this._y_ranges=this._get_ranges(this.y_range,this.extra_y_ranges),this._xscales=this._get_scales(this.x_scale,this._x_ranges,this._h_target),this._yscales=this._get_scales(this.y_scale,this._y_ranges,this._v_target)},t.prototype._update_scales=function(){for(var e in this._configure_frame_ranges(),this._xscales){this._xscales[e].target_range=this._h_target}for(var e in this._yscales){this._yscales[e].target_range=this._v_target}},t.prototype._set_geometry=function(t,a){e.prototype._set_geometry.call(this,t,a),this._update_scales()},Object.defineProperty(t.prototype,\"x_ranges\",{get:function(){return this._x_ranges},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"y_ranges\",{get:function(){return this._y_ranges},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"xscales\",{get:function(){return this._xscales},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"yscales\",{get:function(){return this._yscales},enumerable:!0,configurable:!0}),t}(e(282).LayoutItem);a.CartesianFrame=g,g.__name__=\"CartesianFrame\"},\n", " function _(t,e,c){var n=t(113),o=function(t){function e(e){return t.call(this,e)||this}return n.__extends(e,t),e.prototype.compute=function(e){return t.prototype.compute.call(this,this.source_range.synthetic(e))},e.prototype.v_compute=function(e){return t.prototype.v_compute.call(this,this.source_range.v_synthetic(e))},e}(t(215).LinearScale);c.CategoricalScale=o,o.__name__=\"CategoricalScale\"},\n", " function _(t,i,n){var e=t(113),a=t(281),r=t(175),s=t(167),o=t(121),l=t(181),_=t(110),d=function(t){function i(i){var n=t.call(this,i)||this;return n._plot_bounds={},n.have_updated_interactively=!1,n}return e.__extends(i,t),i.init_DataRange1d=function(){this.define({start:[o.Number],end:[o.Number],range_padding:[o.Number,.1],range_padding_units:[o.PaddingUnits,\"percent\"],flipped:[o.Boolean,!1],follow:[o.StartEnd],follow_interval:[o.Number],default_span:[o.Number,2],only_visible:[o.Boolean,!1]}),this.internal({scale_hint:[o.String,\"auto\"]})},i.prototype.initialize=function(){t.prototype.initialize.call(this),this._initial_start=this.start,this._initial_end=this.end,this._initial_range_padding=this.range_padding,this._initial_range_padding_units=this.range_padding_units,this._initial_follow=this.follow,this._initial_follow_interval=this.follow_interval,this._initial_default_span=this.default_span},Object.defineProperty(i.prototype,\"min\",{get:function(){return Math.min(this.start,this.end)},enumerable:!0,configurable:!0}),Object.defineProperty(i.prototype,\"max\",{get:function(){return Math.max(this.start,this.end)},enumerable:!0,configurable:!0}),i.prototype.computed_renderers=function(){var t=this.names,i=this.renderers;if(0==i.length)for(var n=0,e=this.plots;n0&&(i=i.filter(function(i){return _.includes(t,i.name)})),s.logger.debug(\"computed \"+i.length+\" renderers for DataRange1d \"+this.id);for(var o=0,l=i;ou&&(\"start\"==this.follow?a=e+h*u:\"end\"==this.follow&&(e=a-h*u)),[e,a]},i.prototype.update=function(t,i,n,e){if(!this.have_updated_interactively){var a=this.computed_renderers(),r=this._compute_plot_bounds(a,t);null!=e&&(r=this.adjust_bounds_for_aspect(r,e)),this._plot_bounds[n]=r;var s=this._compute_min_max(this._plot_bounds,i),o=s[0],l=s[1],_=this._compute_range(o,l),d=_[0],h=_[1];null!=this._initial_start&&(\"log\"==this.scale_hint?this._initial_start>0&&(d=this._initial_start):d=this._initial_start),null!=this._initial_end&&(\"log\"==this.scale_hint?this._initial_end>0&&(h=this._initial_end):h=this._initial_end);var u=[this.start,this.end],p=u[0],g=u[1];if(d!=p||h!=g){var f={};d!=p&&(f.start=d),h!=g&&(f.end=h),this.setv(f)}\"auto\"==this.bounds&&this.setv({bounds:[d,h]},{silent:!0}),this.change.emit()}},i.prototype.reset=function(){this.have_updated_interactively=!1,this.setv({range_padding:this._initial_range_padding,range_padding_units:this._initial_range_padding_units,follow:this._initial_follow,follow_interval:this._initial_follow_interval,default_span:this._initial_default_span},{silent:!0}),this.change.emit()},i}(a.DataRange);n.DataRange1d=d,d.__name__=\"DataRange1d\",d.init_DataRange1d()},\n", " function _(n,a,e){var t=n(113),i=n(185),r=n(121),_=function(n){function a(a){return n.call(this,a)||this}return t.__extends(a,n),a.init_DataRange=function(){this.define({names:[r.Array,[]],renderers:[r.Array,[]]})},a}(i.Range);e.DataRange=_,_.__name__=\"DataRange\",_.init_DataRange()},\n", " function _(a,o,t){var r=a(283);t.Sizeable=r.Sizeable;var e=a(284);t.Layoutable=e.Layoutable,t.LayoutItem=e.LayoutItem;var n=a(285);t.HStack=n.HStack,t.VStack=n.VStack,t.AnchorLayout=n.AnchorLayout;var c=a(286);t.Grid=c.Grid,t.Row=c.Row,t.Column=c.Column;var i=a(287);t.ContentBox=i.ContentBox,t.VariadicBox=i.VariadicBox},\n", " function _(t,h,i){var e=Math.min,n=Math.max,o=function(){function t(t){void 0===t&&(t={}),this.width=null!=t.width?t.width:0,this.height=null!=t.height?t.height:0}return t.prototype.bounded_to=function(h){var i=h.width,e=h.height;return new t({width:this.width==1/0&&null!=i?i:this.width,height:this.height==1/0&&null!=e?e:this.height})},t.prototype.expanded_to=function(h){var i=h.width,e=h.height;return new t({width:i!=1/0?n(this.width,i):this.width,height:e!=1/0?n(this.height,e):this.height})},t.prototype.expand_to=function(t){var h=t.width,i=t.height;this.width=n(this.width,h),this.height=n(this.height,i)},t.prototype.narrowed_to=function(h){var i=h.width,n=h.height;return new t({width:e(this.width,i),height:e(this.height,n)})},t.prototype.narrow_to=function(t){var h=t.width,i=t.height;this.width=e(this.width,h),this.height=e(this.height,i)},t.prototype.grow_by=function(h){var i=h.left,e=h.right,n=h.top,o=h.bottom;return new t({width:this.width+i+e,height:this.height+n+o})},t.prototype.shrink_by=function(h){var i=h.left,e=h.right,o=h.top,r=h.bottom;return new t({width:n(this.width-i-e,0),height:n(this.height-o-r,0)})},t.prototype.map=function(h,i){return new t({width:h(this.width),height:(null!=i?i:h)(this.height)})},t}();i.Sizeable=o,o.__name__=\"Sizeable\"},\n", " function _(i,t,e){var h=i(113),n=i(283),r=i(181),s=Math.min,o=Math.max,g=Math.round,u=function(){function i(){this._bbox=new r.BBox,this._inner_bbox=new r.BBox;var i=this;this._top={get value(){return i.bbox.top}},this._left={get value(){return i.bbox.left}},this._width={get value(){return i.bbox.width}},this._height={get value(){return i.bbox.height}},this._right={get value(){return i.bbox.right}},this._bottom={get value(){return i.bbox.bottom}},this._hcenter={get value(){return i.bbox.hcenter}},this._vcenter={get value(){return i.bbox.vcenter}}}return Object.defineProperty(i.prototype,\"bbox\",{get:function(){return this._bbox},enumerable:!0,configurable:!0}),Object.defineProperty(i.prototype,\"inner_bbox\",{get:function(){return this._inner_bbox},enumerable:!0,configurable:!0}),Object.defineProperty(i.prototype,\"sizing\",{get:function(){return this._sizing},enumerable:!0,configurable:!0}),i.prototype.set_sizing=function(i){var t=i.width_policy||\"fit\",e=i.width,h=null!=i.min_width?i.min_width:0,n=null!=i.max_width?i.max_width:1/0,r=i.height_policy||\"fit\",s=i.height,o=null!=i.min_height?i.min_height:0,g=null!=i.max_height?i.max_height:1/0,u=i.aspect,a=i.margin||{top:0,right:0,bottom:0,left:0},l=!1!==i.visible,_=i.halign||\"start\",d=i.valign||\"start\";this._sizing={width_policy:t,min_width:h,width:e,max_width:n,height_policy:r,min_height:o,height:s,max_height:g,aspect:u,margin:a,visible:l,halign:_,valign:d,size:{width:e,height:s},min_size:{width:h,height:o},max_size:{width:n,height:g}},this._init()},i.prototype._init=function(){},i.prototype._set_geometry=function(i,t){this._bbox=i,this._inner_bbox=t},i.prototype.set_geometry=function(i,t){this._set_geometry(i,t||i)},i.prototype.is_width_expanding=function(){return\"max\"==this.sizing.width_policy},i.prototype.is_height_expanding=function(){return\"max\"==this.sizing.height_policy},i.prototype.apply_aspect=function(i,t){var e=t.width,h=t.height,n=this.sizing.aspect;if(null!=n){var r=this.sizing,s=r.width_policy,o=r.height_policy;if(\"fixed\"!=s&&\"fixed\"!=o)if(s==o){var u=e,a=g(e/n),l=g(h*n),_=h;Math.abs(i.width-u)+Math.abs(i.height-a)<=Math.abs(i.width-l)+Math.abs(i.height-_)?(e=u,h=a):(e=l,h=_)}else!function(i,t){var e={max:4,fit:3,min:2,fixed:1};return e[i]>e[t]}(s,o)?e=g(h*n):h=g(e/n);else\"fixed\"==s?h=g(e/n):\"fixed\"==o&&(e=g(h*n))}return{width:e,height:h}},i.prototype.measure=function(i){var t=this;if(!this.sizing.visible)return{width:0,height:0};var e=function(i){return\"fixed\"==t.sizing.width_policy&&null!=t.sizing.width?t.sizing.width:i},h=function(i){return\"fixed\"==t.sizing.height_policy&&null!=t.sizing.height?t.sizing.height:i},r=new n.Sizeable(i).shrink_by(this.sizing.margin).map(e,h),s=this._measure(r),o=this.clip_size(s),g=e(o.width),u=h(o.height),a=this.apply_aspect(r,{width:g,height:u});return Object.assign(Object.assign({},s),a)},i.prototype.compute=function(i){void 0===i&&(i={});var t=this.measure({width:null!=i.width&&this.is_width_expanding()?i.width:1/0,height:null!=i.height&&this.is_height_expanding()?i.height:1/0}),e=t.width,h=t.height,n=new r.BBox({left:0,top:0,width:e,height:h}),s=void 0;if(null!=t.inner){var o=t.inner,g=o.left,u=o.top,a=o.right,l=o.bottom;s=new r.BBox({left:g,top:u,right:e-a,bottom:h-l})}this.set_geometry(n,s)},Object.defineProperty(i.prototype,\"xview\",{get:function(){return this.bbox.xview},enumerable:!0,configurable:!0}),Object.defineProperty(i.prototype,\"yview\",{get:function(){return this.bbox.yview},enumerable:!0,configurable:!0}),i.prototype.clip_width=function(i){return o(this.sizing.min_width,s(i,this.sizing.max_width))},i.prototype.clip_height=function(i){return o(this.sizing.min_height,s(i,this.sizing.max_height))},i.prototype.clip_size=function(i){var t=i.width,e=i.height;return{width:this.clip_width(t),height:this.clip_height(e)}},i}();e.Layoutable=u,u.__name__=\"Layoutable\";var a=function(i){function t(){return null!==i&&i.apply(this,arguments)||this}return h.__extends(t,i),t.prototype._measure=function(i){var t,e,h=this.sizing,n=h.width_policy,r=h.height_policy;if(i.width==1/0)t=null!=this.sizing.width?this.sizing.width:0;else if(\"fixed\"==n)t=null!=this.sizing.width?this.sizing.width:0;else if(\"min\"==n)t=null!=this.sizing.width?s(i.width,this.sizing.width):0;else if(\"fit\"==n)t=null!=this.sizing.width?s(i.width,this.sizing.width):i.width;else{if(\"max\"!=n)throw new Error(\"unrechable\");t=null!=this.sizing.width?o(i.width,this.sizing.width):i.width}if(i.height==1/0)e=null!=this.sizing.height?this.sizing.height:0;else if(\"fixed\"==r)e=null!=this.sizing.height?this.sizing.height:0;else if(\"min\"==r)e=null!=this.sizing.height?s(i.height,this.sizing.height):0;else if(\"fit\"==r)e=null!=this.sizing.height?s(i.height,this.sizing.height):i.height;else{if(\"max\"!=r)throw new Error(\"unrechable\");e=null!=this.sizing.height?o(i.height,this.sizing.height):i.height}return{width:t,height:e}},t}(u);e.LayoutItem=a,a.__name__=\"LayoutItem\";var l=function(i){function t(){return null!==i&&i.apply(this,arguments)||this}return h.__extends(t,i),t.prototype._measure=function(i){var t=this,e=this._content_size(),h=i.bounded_to(this.sizing.size).bounded_to(e);return{width:function(){switch(t.sizing.width_policy){case\"fixed\":return null!=t.sizing.width?t.sizing.width:e.width;case\"min\":return e.width;case\"fit\":return h.width;case\"max\":return Math.max(e.width,h.width);default:throw new Error(\"unexpected\")}}(),height:function(){switch(t.sizing.height_policy){case\"fixed\":return null!=t.sizing.height?t.sizing.height:e.height;case\"min\":return e.height;case\"fit\":return h.height;case\"max\":return Math.max(e.height,h.height);default:throw new Error(\"unexpected\")}}()}},t}(u);e.ContentLayoutable=l,l.__name__=\"ContentLayoutable\"},\n", " function _(t,e,r){var h=t(113),o=t(284),i=t(181),n=function(t){function e(){var e=t.apply(this,arguments)||this;return e.children=[],e}return h.__extends(e,t),e}(o.Layoutable);r.Stack=n,n.__name__=\"Stack\";var a=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return h.__extends(e,t),e.prototype._measure=function(t){for(var e=0,r=0,h=0,o=this.children;h0)for(var A=l(j.height/O.length),M=0,P=O;M0)for(var S=l(j.width/C.length),E=0,G=C;E0)for(g=0;gy?y:m,_--}}}u=\"fixed\"==this.sizing.width_policy&&null!=this.sizing.width?this.sizing.width:t.width!=1/0&&this.is_width_expanding()?t.width:f.size.width;for(var v=0,x=0;x0)for(x=0;xj?j:m,_--}}}var O=this._measure_cells(function(t,i){return{width:f.col_widths[i],height:f.row_heights[t]}}),B=O.row_heights,A=O.col_widths,M=O.size_hints;return{size:this._measure_totals(B,A),row_heights:B,col_widths:A,size_hints:M}},i.prototype._measure=function(t){return this._measure_grid(t).size},i.prototype._set_geometry=function(i,e){t.prototype._set_geometry.call(this,i,e);for(var n=this._state,r=n.nrows,o=n.ncols,s=n.rspacing,h=n.cspacing,u=this._measure_grid(i),p=u.row_heights,g=u.col_widths,_=u.size_hints,d=this._state.rows.map(function(t,i){return Object.assign(Object.assign({},t),{top:0,height:p[i],get bottom(){return this.top+this.height}})}),w=this._state.cols.map(function(t,i){return Object.assign(Object.assign({},t),{left:0,width:g[i],get right(){return this.left+this.width}})}),y=_.map(function(t,i){return Object.assign(Object.assign({},i),{outer:new a.BBox,inner:new a.BBox})}),m=0,v=this.absolute?i.top:0;m0?a.every(e,s.isBoolean)?(e.length!==n.get_length()&&r.logger.warn(\"BooleanFilter \"+this.id+\": length of booleans doesn't match data source\"),a.range(0,e.length).filter(function(n){return!0===e[n]})):(r.logger.warn(\"BooleanFilter \"+this.id+\": booleans should be array of booleans, defaulting to no filtering\"),null):(null!=e&&0==e.length?r.logger.warn(\"BooleanFilter \"+this.id+\": booleans is empty, defaulting to no filtering\"):r.logger.warn(\"BooleanFilter \"+this.id+\": booleans was not set, defaulting to no filtering\"),null)},e}(l.Filter);o.BooleanFilter=g,g.__name__=\"BooleanFilter\",g.init_BooleanFilter()},\n", " function _(t,n,e){var i=t(113),r=t(166),l=t(121),o=t(109),a=t(110),f=t(167),u=function(t){function n(n){return t.call(this,n)||this}return i.__extends(n,t),n.init_Filter=function(){this.define({filter:[l.Array,null]})},n.prototype.compute_indices=function(t){var n=this.filter;return null!=n&&n.length>=0?o.isArrayOf(n,o.isBoolean)?a.range(0,n.length).filter(function(t){return!0===n[t]}):o.isArrayOf(n,o.isInteger)?n:(f.logger.warn(\"Filter \"+this.id+\": filter should either be array of only booleans or only integers, defaulting to no filtering\"),null):(f.logger.warn(\"Filter \"+this.id+\": filter was not set to be an array, defaulting to no filtering\"),null)},n}(r.Model);e.Filter=u,u.__name__=\"Filter\",u.init_Filter()},\n", " function _(e,t,r){var i=e(113),n=e(294),s=e(121),o=e(125),u=e(127),c=function(t){function r(e){return t.call(this,e)||this}return i.__extends(r,t),r.init_CustomJSFilter=function(){this.define({args:[s.Any,{}],code:[s.String,\"\"],use_strict:[s.Boolean,!1]})},Object.defineProperty(r.prototype,\"names\",{get:function(){return o.keys(this.args)},enumerable:!0,configurable:!0}),Object.defineProperty(r.prototype,\"values\",{get:function(){return o.values(this.args)},enumerable:!0,configurable:!0}),Object.defineProperty(r.prototype,\"func\",{get:function(){var e=this.use_strict?u.use_strict(this.code):this.code;return new(Function.bind.apply(Function,i.__spreadArrays([void 0],this.names,[\"source\",\"require\",\"exports\",e])))},enumerable:!0,configurable:!0}),r.prototype.compute_indices=function(r){return this.filter=this.func.apply(this,i.__spreadArrays(this.values,[r,e,{}])),t.prototype.compute_indices.call(this,r)},r}(n.Filter);r.CustomJSFilter=c,c.__name__=\"CustomJSFilter\",c.init_CustomJSFilter()},\n", " function _(n,i,t){var r=n(113),e=n(294),u=n(121),o=n(167),l=n(110),c=function(n){function i(i){var t=n.call(this,i)||this;return t.indices=null,t}return r.__extends(i,n),i.init_GroupFilter=function(){this.define({column_name:[u.String],group:[u.String]})},i.prototype.compute_indices=function(n){var i=this,t=n.get_column(this.column_name);return null==t?(o.logger.warn(\"group filter: groupby column not found in data source\"),null):(this.indices=l.range(0,n.get_length()||0).filter(function(n){return t[n]===i.group}),0===this.indices.length&&o.logger.warn(\"group filter: group '\"+this.group+\"' did not match any values in column '\"+this.column_name+\"'\"),this.indices)},i}(e.Filter);t.GroupFilter=c,c.__name__=\"GroupFilter\",c.init_GroupFilter()},\n", " function _(i,n,e){var t=i(113),r=i(294),l=i(121),s=i(167),d=i(109),o=i(110),u=function(i){function n(n){return i.call(this,n)||this}return t.__extends(n,i),n.init_IndexFilter=function(){this.define({indices:[l.Array,null]})},n.prototype.compute_indices=function(i){return null!=this.indices&&this.indices.length>=0?o.every(this.indices,d.isInteger)?this.indices:(s.logger.warn(\"IndexFilter \"+this.id+\": indices should be array of integers, defaulting to no filtering\"),null):(s.logger.warn(\"IndexFilter \"+this.id+\": indices was not set, defaulting to no filtering\"),null)},n}(r.Filter);e.IndexFilter=u,u.__name__=\"IndexFilter\",u.init_IndexFilter()},\n", " function _(r,t,a){var e=r(208);a.BasicTickFormatter=e.BasicTickFormatter;var c=r(247);a.CategoricalTickFormatter=c.CategoricalTickFormatter;var i=r(251);a.DatetimeTickFormatter=i.DatetimeTickFormatter;var o=r(299);a.FuncTickFormatter=o.FuncTickFormatter;var m=r(264);a.LogTickFormatter=m.LogTickFormatter;var F=r(267);a.MercatorTickFormatter=F.MercatorTickFormatter;var k=r(300);a.NumeralTickFormatter=k.NumeralTickFormatter;var T=r(301);a.PrintfTickFormatter=T.PrintfTickFormatter;var v=r(209);a.TickFormatter=v.TickFormatter},\n", " function _(t,e,r){var n=t(113),i=t(209),o=t(121),c=t(125),u=t(127),a=function(e){function r(t){return e.call(this,t)||this}return n.__extends(r,e),r.init_FuncTickFormatter=function(){this.define({args:[o.Any,{}],code:[o.String,\"\"],use_strict:[o.Boolean,!1]})},Object.defineProperty(r.prototype,\"names\",{get:function(){return c.keys(this.args)},enumerable:!0,configurable:!0}),Object.defineProperty(r.prototype,\"values\",{get:function(){return c.values(this.args)},enumerable:!0,configurable:!0}),r.prototype._make_func=function(){var t=this.use_strict?u.use_strict(this.code):this.code;return new(Function.bind.apply(Function,n.__spreadArrays([void 0,\"tick\",\"index\",\"ticks\"],this.names,[\"require\",\"exports\",t])))},r.prototype.doFormat=function(e,r){var i=this,o=this._make_func().bind({});return e.map(function(e,r,c){return o.apply(void 0,n.__spreadArrays([e,r,c],i.values,[t,{}]))})},r}(i.TickFormatter);r.FuncTickFormatter=a,a.__name__=\"FuncTickFormatter\",a.init_FuncTickFormatter()},\n", " function _(n,r,t){var e=n(113),o=n(255),i=n(209),a=n(121),u=function(n){function r(r){return n.call(this,r)||this}return e.__extends(r,n),r.init_NumeralTickFormatter=function(){this.define({format:[a.String,\"0,0\"],language:[a.String,\"en\"],rounding:[a.RoundingFunction,\"round\"]})},Object.defineProperty(r.prototype,\"_rounding_fn\",{get:function(){switch(this.rounding){case\"round\":case\"nearest\":return Math.round;case\"floor\":case\"rounddown\":return Math.floor;case\"ceil\":case\"roundup\":return Math.ceil}},enumerable:!0,configurable:!0}),r.prototype.doFormat=function(n,r){var t=this.format,e=this.language,i=this._rounding_fn;return n.map(function(n){return o.format(n,t,e,i)})},r}(i.TickFormatter);t.NumeralTickFormatter=u,u.__name__=\"NumeralTickFormatter\",u.init_NumeralTickFormatter()},\n", " function _(t,r,n){var i=t(113),o=t(209),e=t(253),f=t(121),a=function(t){function r(r){return t.call(this,r)||this}return i.__extends(r,t),r.init_PrintfTickFormatter=function(){this.define({format:[f.String,\"%s\"]})},r.prototype.doFormat=function(t,r){var n=this;return t.map(function(t){return e.sprintf(n.format,t)})},r}(o.TickFormatter);n.PrintfTickFormatter=a,a.__name__=\"PrintfTickFormatter\",a.init_PrintfTickFormatter()},\n", " function _(a,e,r){var v=a(303);r.AnnularWedge=v.AnnularWedge;var l=a(304);r.Annulus=l.Annulus;var t=a(305);r.Arc=t.Arc;var i=a(306);r.Bezier=i.Bezier;var n=a(307);r.Circle=n.Circle;var u=a(308);r.CenterRotatable=u.CenterRotatable;var g=a(309);r.Ellipse=g.Ellipse;var c=a(310);r.EllipseOval=c.EllipseOval;var A=a(182);r.Glyph=A.Glyph;var p=a(188);r.HArea=p.HArea;var s=a(311);r.HBar=s.HBar;var R=a(313);r.HexTile=R.HexTile;var d=a(314);r.Image=d.Image;var h=a(316);r.ImageRGBA=h.ImageRGBA;var m=a(317);r.ImageURL=m.ImageURL;var y=a(177);r.Line=y.Line;var B=a(319);r.MultiLine=B.MultiLine;var o=a(320);r.MultiPolygons=o.MultiPolygons;var G=a(321);r.Oval=G.Oval;var H=a(187);r.Patch=H.Patch;var I=a(322);r.Patches=I.Patches;var L=a(323);r.Quad=L.Quad;var P=a(324);r.Quadratic=P.Quadratic;var x=a(325);r.Ray=x.Ray;var C=a(326);r.Rect=C.Rect;var E=a(327);r.Segment=E.Segment;var M=a(328);r.Step=M.Step;var O=a(329);r.Text=O.Text;var Q=a(190);r.VArea=Q.VArea;var S=a(330);r.VBar=S.VBar;var T=a(331);r.Wedge=T.Wedge;var V=a(178);r.XYGlyph=V.XYGlyph},\n", " function _(t,e,i){var r=t(113),s=t(178),n=t(186),a=t(183),_=t(121),h=t(111),o=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return r.__extends(e,t),e.prototype._map_data=function(){\"data\"==this.model.properties.inner_radius.units?this.sinner_radius=this.sdist(this.renderer.xscale,this._x,this._inner_radius):this.sinner_radius=this._inner_radius,\"data\"==this.model.properties.outer_radius.units?this.souter_radius=this.sdist(this.renderer.xscale,this._x,this._outer_radius):this.souter_radius=this._outer_radius,this._angle=new Float32Array(this._start_angle.length);for(var t=0,e=this._start_angle.length;t=A&&v.push([m,z])}for(var S=this.model.properties.direction.value(),D=[],V=0,b=v;V=M&&v.push([m,g])}return a.create_hit_test_result_from_hits(v)},r.prototype.draw_legend_for_index=function(i,r,t){var s=r.x0,e=r.y0,a=r.x1,n=r.y1,u=t+1,_=new Array(u);_[t]=(s+a)/2;var h=new Array(u);h[t]=(e+n)/2;var o=.5*Math.min(Math.abs(a-s),Math.abs(n-e)),d=new Array(u);d[t]=.4*o;var l=new Array(u);l[t]=.8*o,this._render(i,[t],{sx:_,sy:h,sinner_radius:d,souter_radius:l})},r}(e.XYGlyphView);t.AnnulusView=_,_.__name__=\"AnnulusView\";var h=function(i){function r(r){return i.call(this,r)||this}return s.__extends(r,i),r.init_Annulus=function(){this.prototype.default_view=_,this.mixins([\"line\",\"fill\"]),this.define({inner_radius:[n.DistanceSpec],outer_radius:[n.DistanceSpec]})},r}(e.XYGlyph);t.Annulus=h,h.__name__=\"Annulus\",h.init_Annulus()},\n", " function _(i,e,t){var n=i(113),s=i(178),r=i(186),a=i(121),_=function(i){function e(){return null!==i&&i.apply(this,arguments)||this}return n.__extends(e,i),e.prototype._map_data=function(){\"data\"==this.model.properties.radius.units?this.sradius=this.sdist(this.renderer.xscale,this._x,this._radius):this.sradius=this._radius},e.prototype._render=function(i,e,t){var n=t.sx,s=t.sy,r=t.sradius,a=t._start_angle,_=t._end_angle;if(this.visuals.line.doit)for(var o=this.model.properties.direction.value(),c=0,l=e;c1?(p[e]=d,x[e]=d/o):(p[e]=d*o,x[e]=d),this._render(t,[e],{sx:_,sy:l,sw:p,sh:x,_angle:[0]})},i.prototype._bounds=function(t){var i=t.x0,e=t.x1,s=t.y0,h=t.y1;return{x0:i-this.max_w2,x1:e+this.max_w2,y0:s-this.max_h2,y1:h+this.max_h2}},i}(h.CenterRotatableView);e.EllipseOvalView=a,a.__name__=\"EllipseOvalView\";var n=function(t){function i(i){return t.call(this,i)||this}return s.__extends(i,t),i}(h.CenterRotatable);e.EllipseOval=n,n.__name__=\"EllipseOval\"},\n", " function _(t,i,e){var s=t(113),h=t(312),r=t(121),n=function(t){function i(){return null!==t&&t.apply(this,arguments)||this}return s.__extends(i,t),i.prototype.scenterx=function(t){return(this.sleft[t]+this.sright[t])/2},i.prototype.scentery=function(t){return this.sy[t]},i.prototype._index_data=function(){return this._index_box(this._y.length)},i.prototype._lrtb=function(t){return[Math.min(this._left[t],this._right[t]),Math.max(this._left[t],this._right[t]),this._y[t]+.5*this._height[t],this._y[t]-.5*this._height[t]]},i.prototype._map_data=function(){this.sy=this.renderer.yscale.v_compute(this._y),this.sh=this.sdist(this.renderer.yscale,this._y,this._height,\"center\"),this.sleft=this.renderer.xscale.v_compute(this._left),this.sright=this.renderer.xscale.v_compute(this._right);var t=this.sy.length;this.stop=new Float64Array(t),this.sbottom=new Float64Array(t);for(var i=0;i0){i=this._image[t];var n=this._image_shape[t];this._height[t]=n[0],this._width[t]=n[1]}else{var r=this._image[t];i=s.concat(r),this._height[t]=r.length,this._width[t]=r[0].length}var _=e.v_compute(i);this._set_image_data_from_buffer(t,_)}},t.prototype._render=function(e,t,a){var i=a.image_data,n=a.sx,r=a.sy,_=a.sw,s=a.sh,o=e.getImageSmoothingEnabled();e.setImageSmoothingEnabled(!1),e.globalAlpha=this.model.global_alpha;for(var h=0,l=t;h0){i=this._image[t].buffer;var n=this._image_shape[t];this._height[t]=n[0],this._width[t]=n[1]}else{var h=this._image[t],s=r.concat(h);i=new ArrayBuffer(4*s.length);for(var _=new Uint32Array(i),l=0,o=s.length;l0&&(_[l]=u)}return h.indices=o.keys(_).map(function(t){return parseInt(t,10)}),h.multiline_indices=_,h},e.prototype.get_interpolation_hit=function(t,e,i){var n=[this._xs[t][e],this._ys[t][e],this._xs[t][e+1],this._ys[t][e+1]],s=n[0],r=n[1],o=n[2],h=n[3];return a.line_interpolation(this.renderer,i,s,r,o,h)},e.prototype.draw_legend_for_index=function(t,e,i){a.generic_line_legend(this.visuals,t,e,i)},e.prototype.scenterx=function(){throw new Error(\"not implemented\")},e.prototype.scentery=function(){throw new Error(\"not implemented\")},e}(l.GlyphView);i.MultiLineView=u,u.__name__=\"MultiLineView\";var p=function(t){function e(e){return t.call(this,e)||this}return n.__extends(e,t),e.init_MultiLine=function(){this.prototype.default_view=u,this.coords([[\"xs\",\"ys\"]]),this.mixins([\"line\"])},e}(l.Glyph);i.MultiLine=p,p.__name__=\"MultiLine\",p.init_MultiLine()},\n", " function _(t,i,e){var n=t(113),r=t(179),s=t(182),o=t(186),h=t(110),a=t(114),l=t(183),_=t(109),u=function(t){function i(){return null!==t&&t.apply(this,arguments)||this}return n.__extends(i,t),i.prototype._index_data=function(){for(var t=[],i=0,e=this._xs.length;i1)for(var o=1,a=this._xs[i][n].length;o1){for(var c=!1,x=1;x0;){var r=_.find_last_index(s,function(t){return h.isStrictNaN(t)}),o=void 0;r>=0?o=s.splice(r):(o=s,s=[]);var a=o.filter(function(t){return!h.isStrictNaN(t)});e[i].push(a)}}return e},e.prototype._index_data=function(){for(var t=this._build_discontinuous_object(this._xs),e=this._build_discontinuous_object(this._ys),i=[],n=0,r=this._xs.length;n=0,m=i-this.sy1[n]<=this.sh[n]&&i-this.sy1[n]>=0;m&&w&&p.push(n)}var M=a.create_empty_hit_test_result();return M.indices=p,M},s.prototype._map_dist_corner_for_data_side_length=function(t,s,i){for(var e=t.length,h=new Float64Array(e),r=new Float64Array(e),a=0;a1&&(e.stroke(),d=!1)}d?(e.lineTo(b,m),e.lineTo(g,w)):(e.beginPath(),e.moveTo(_[v],u[v]),d=!0),f=v}e.lineTo(_[h-1],u[h-1]),e.stroke()}},t.prototype.draw_legend_for_index=function(e,t,i){r.generic_line_legend(this.visuals,e,t,i)},t}(o.XYGlyphView);i.StepView=a,a.__name__=\"StepView\";var l=function(e){function t(t){return e.call(this,t)||this}return n.__extends(t,e),t.init_Step=function(){this.prototype.default_view=a,this.mixins([\"line\"]),this.define({mode:[s.StepMode,\"before\"]})},t}(o.XYGlyph);i.Step=l,l.__name__=\"Step\",l.init_Step()},\n", " function _(t,e,s){var i=t(113),n=t(178),r=t(183),_=t(121),o=t(226),h=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e.prototype._rotate_point=function(t,e,s,i,n){return[(t-s)*Math.cos(n)-(e-i)*Math.sin(n)+s,(t-s)*Math.sin(n)+(e-i)*Math.cos(n)+i]},e.prototype._text_bounds=function(t,e,s,i){return[[t,t+s,t+s,t,t],[e,e,e-i,e-i,e]]},e.prototype._render=function(t,e,s){var i=s.sx,n=s.sy,r=s._x_offset,_=s._y_offset,h=s._angle,a=s._text;this._sys=[],this._sxs=[];for(var u=0,l=e;uo[1]&&(n=o[1]);else{i=o[0],n=o[1];for(var _=0,s=this.plot_view.axis_views;_0||v>0)return{width:y>0?y:void 0,height:v>0?v:void 0}}return{}})},i.prototype.serializable_state=function(){return Object.assign(Object.assign({},t.prototype.serializable_state.call(this)),{bbox:this.layout.bbox.box,children:this.child_views.map(function(t){return t.serializable_state()})})},i}(_.DOMView);e.LayoutDOMView=d,d.__name__=\"LayoutDOMView\";var c=function(t){function i(i){return t.call(this,i)||this}return o.__extends(i,t),i.init_LayoutDOM=function(){this.define({width:[h.Number,null],height:[h.Number,null],min_width:[h.Number,null],min_height:[h.Number,null],max_width:[h.Number,null],max_height:[h.Number,null],margin:[h.Any,[0,0,0,0]],width_policy:[h.Any,\"auto\"],height_policy:[h.Any,\"auto\"],aspect_ratio:[h.Any,null],sizing_mode:[h.SizingMode,null],visible:[h.Boolean,!0],disabled:[h.Boolean,!1],align:[h.Any,\"start\"],background:[h.Color,null],css_classes:[h.Array,[]]})},i}(n.Model);e.LayoutDOM=c,c.__name__=\"LayoutDOM\",c.init_LayoutDOM()},\n", " function _(t,n,i){var o=t(113),u=t(338),e=t(286),s=t(121),l=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return o.__extends(n,t),n.prototype._update_layout=function(){var t=this.child_views.map(function(t){return t.layout});this.layout=new e.Column(t),this.layout.rows=this.model.rows,this.layout.spacing=[this.model.spacing,0],this.layout.set_sizing(this.box_sizing())},n}(u.BoxView);i.ColumnView=l,l.__name__=\"ColumnView\";var _=function(t){function n(n){return t.call(this,n)||this}return o.__extends(n,t),n.init_Column=function(){this.prototype.default_view=l,this.define({rows:[s.Any,\"auto\"]})},n}(u.Box);i.Column=_,_.__name__=\"Column\",_.init_Column()},\n", " function _(t,i,n){var o=t(113),e=t(339),r=t(286),s=t(121),l=function(t){function i(){return null!==t&&t.apply(this,arguments)||this}return o.__extends(i,t),i.prototype.connect_signals=function(){var i=this;t.prototype.connect_signals.call(this),this.connect(this.model.properties.children.change,function(){return i.rebuild()})},Object.defineProperty(i.prototype,\"child_models\",{get:function(){return this.model.children.map(function(t){return t[0]})},enumerable:!0,configurable:!0}),i.prototype._update_layout=function(){this.layout=new r.Grid,this.layout.rows=this.model.rows,this.layout.cols=this.model.cols,this.layout.spacing=this.model.spacing;for(var t=0,i=this.model.children;tr?(this.wrapper_el.style.maxWidth=r-a.width+\"px\",l.display(this.scroll_el)):(this.wrapper_el.style.maxWidth=\"\",l.undisplay(this.scroll_el))}else{var n=this.header.bbox.height;s.height>n?(this.wrapper_el.style.maxHeight=n-a.height+\"px\",l.display(this.scroll_el)):(this.wrapper_el.style.maxHeight=\"\",l.undisplay(this.scroll_el))}for(var h=this.child_views,o=0,c=h;oi-1&&(t.model.active=i-1)}}),s.appendChild(n)}return s});this.headers_el=l.div({class:[d.bk_headers]},n),this.wrapper_el=l.div({class:d.bk_headers_wrapper},this.headers_el);var h=l.div({class:[_.bk_btn,_.bk_btn_default],disabled:\"\"},l.div({class:[u.bk_caret,c.bk_left]})),o=l.div({class:[_.bk_btn,_.bk_btn_default]},l.div({class:[u.bk_caret,c.bk_right]})),p=0,b=function(e){return function(){var i=t.model.tabs.length;0==(p=\"left\"==e?Math.max(p-1,0):Math.min(p+1,i-1))?h.setAttribute(\"disabled\",\"\"):h.removeAttribute(\"disabled\"),p==i-1?o.setAttribute(\"disabled\",\"\"):o.removeAttribute(\"disabled\");var a=l.children(t.headers_el).slice(0,p).map(function(e){return e.getBoundingClientRect()});if(s){var n=-r.sum(a.map(function(e){return e.width}));t.headers_el.style.left=n+\"px\"}else{var c=-r.sum(a.map(function(e){return e.height}));t.headers_el.style.top=c+\"px\"}}};h.addEventListener(\"click\",b(\"left\")),o.addEventListener(\"click\",b(\"right\")),this.scroll_el=l.div({class:_.bk_btn_group},h,o),this.header_el=l.div({class:[d.bk_tabs_header,c.bk_side(a)]},this.scroll_el,this.wrapper_el),this.el.appendChild(this.header_el)},t.prototype.change_active=function(e){e!=this.model.active&&(this.model.active=e,null!=this.model.callback&&this.model.callback.execute(this.model))},t.prototype.on_active_change=function(){for(var e=this.model.active,t=l.children(this.headers_el),i=0,a=t;i .bk-btn {\\n flex-grow: 0;\\n -webkit-flex-grow: 0;\\n height: auto;\\n padding: 4px 4px;\\n}\\n.bk-root .bk-tabs-header .bk-headers-wrapper {\\n flex-grow: 1;\\n -webkit-flex-grow: 1;\\n overflow: hidden;\\n color: #666666;\\n}\\n.bk-root .bk-tabs-header.bk-above .bk-headers-wrapper {\\n border-bottom: 1px solid #e6e6e6;\\n}\\n.bk-root .bk-tabs-header.bk-right .bk-headers-wrapper {\\n border-left: 1px solid #e6e6e6;\\n}\\n.bk-root .bk-tabs-header.bk-below .bk-headers-wrapper {\\n border-top: 1px solid #e6e6e6;\\n}\\n.bk-root .bk-tabs-header.bk-left .bk-headers-wrapper {\\n border-right: 1px solid #e6e6e6;\\n}\\n.bk-root .bk-tabs-header.bk-above,\\n.bk-root .bk-tabs-header.bk-below {\\n flex-direction: row;\\n -webkit-flex-direction: row;\\n}\\n.bk-root .bk-tabs-header.bk-above .bk-headers,\\n.bk-root .bk-tabs-header.bk-below .bk-headers {\\n flex-direction: row;\\n -webkit-flex-direction: row;\\n}\\n.bk-root .bk-tabs-header.bk-left,\\n.bk-root .bk-tabs-header.bk-right {\\n flex-direction: column;\\n -webkit-flex-direction: column;\\n}\\n.bk-root .bk-tabs-header.bk-left .bk-headers,\\n.bk-root .bk-tabs-header.bk-right .bk-headers {\\n flex-direction: column;\\n -webkit-flex-direction: column;\\n}\\n.bk-root .bk-tabs-header .bk-headers {\\n position: relative;\\n display: flex;\\n display: -webkit-flex;\\n flex-wrap: nowrap;\\n -webkit-flex-wrap: nowrap;\\n align-items: center;\\n -webkit-align-items: center;\\n}\\n.bk-root .bk-tabs-header .bk-tab {\\n padding: 4px 8px;\\n border: solid transparent;\\n white-space: nowrap;\\n cursor: pointer;\\n}\\n.bk-root .bk-tabs-header .bk-tab:hover {\\n background-color: #f2f2f2;\\n}\\n.bk-root .bk-tabs-header .bk-tab.bk-active {\\n color: #4d4d4d;\\n background-color: white;\\n border-color: #e6e6e6;\\n}\\n.bk-root .bk-tabs-header .bk-tab .bk-close {\\n margin-left: 10px;\\n}\\n.bk-root .bk-tabs-header.bk-above .bk-tab {\\n border-width: 3px 1px 0px 1px;\\n border-radius: 4px 4px 0 0;\\n}\\n.bk-root .bk-tabs-header.bk-right .bk-tab {\\n border-width: 1px 3px 1px 0px;\\n border-radius: 0 4px 4px 0;\\n}\\n.bk-root .bk-tabs-header.bk-below .bk-tab {\\n border-width: 0px 1px 3px 1px;\\n border-radius: 0 0 4px 4px;\\n}\\n.bk-root .bk-tabs-header.bk-left .bk-tab {\\n border-width: 1px 0px 1px 3px;\\n border-radius: 4px 0 0 4px;\\n}\\n.bk-root .bk-close {\\n display: inline-block;\\n width: 10px;\\n height: 10px;\\n vertical-align: middle;\\n background-image: url(\\'data:image/svg+xml;utf8,\\\\\\n \\\\\\n \\\\\\n \\\\\\n \\');\\n}\\n.bk-root .bk-close:hover {\\n background-image: url(\\'data:image/svg+xml;utf8,\\\\\\n \\\\\\n \\\\\\n \\\\\\n \\');\\n}\\n'),n.bk_tabs_header=\"bk-tabs-header\",n.bk_headers_wrapper=\"bk-headers-wrapper\",n.bk_headers=\"bk-headers\",n.bk_tab=\"bk-tab\",n.bk_close=\"bk-close\"},\n", " function _(n,b,o){n(164),n(163).styles.append(\".bk-root .bk-btn {\\n height: 100%;\\n display: inline-block;\\n text-align: center;\\n vertical-align: middle;\\n white-space: nowrap;\\n cursor: pointer;\\n padding: 6px 12px;\\n font-size: 12px;\\n border: 1px solid transparent;\\n border-radius: 4px;\\n outline: 0;\\n user-select: none;\\n -ms-user-select: none;\\n -moz-user-select: none;\\n -webkit-user-select: none;\\n}\\n.bk-root .bk-btn:hover,\\n.bk-root .bk-btn:focus {\\n text-decoration: none;\\n}\\n.bk-root .bk-btn:active,\\n.bk-root .bk-btn.bk-active {\\n background-image: none;\\n box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);\\n}\\n.bk-root .bk-btn[disabled] {\\n cursor: not-allowed;\\n pointer-events: none;\\n opacity: 0.65;\\n box-shadow: none;\\n}\\n.bk-root .bk-btn-default {\\n color: #333;\\n background-color: #fff;\\n border-color: #ccc;\\n}\\n.bk-root .bk-btn-default:hover {\\n background-color: #f5f5f5;\\n border-color: #b8b8b8;\\n}\\n.bk-root .bk-btn-default.bk-active {\\n background-color: #ebebeb;\\n border-color: #adadad;\\n}\\n.bk-root .bk-btn-default[disabled],\\n.bk-root .bk-btn-default[disabled]:hover,\\n.bk-root .bk-btn-default[disabled]:focus,\\n.bk-root .bk-btn-default[disabled]:active,\\n.bk-root .bk-btn-default[disabled].bk-active {\\n background-color: #e6e6e6;\\n border-color: #ccc;\\n}\\n.bk-root .bk-btn-primary {\\n color: #fff;\\n background-color: #428bca;\\n border-color: #357ebd;\\n}\\n.bk-root .bk-btn-primary:hover {\\n background-color: #3681c1;\\n border-color: #2c699e;\\n}\\n.bk-root .bk-btn-primary.bk-active {\\n background-color: #3276b1;\\n border-color: #285e8e;\\n}\\n.bk-root .bk-btn-primary[disabled],\\n.bk-root .bk-btn-primary[disabled]:hover,\\n.bk-root .bk-btn-primary[disabled]:focus,\\n.bk-root .bk-btn-primary[disabled]:active,\\n.bk-root .bk-btn-primary[disabled].bk-active {\\n background-color: #506f89;\\n border-color: #357ebd;\\n}\\n.bk-root .bk-btn-success {\\n color: #fff;\\n background-color: #5cb85c;\\n border-color: #4cae4c;\\n}\\n.bk-root .bk-btn-success:hover {\\n background-color: #4eb24e;\\n border-color: #409240;\\n}\\n.bk-root .bk-btn-success.bk-active {\\n background-color: #47a447;\\n border-color: #398439;\\n}\\n.bk-root .bk-btn-success[disabled],\\n.bk-root .bk-btn-success[disabled]:hover,\\n.bk-root .bk-btn-success[disabled]:focus,\\n.bk-root .bk-btn-success[disabled]:active,\\n.bk-root .bk-btn-success[disabled].bk-active {\\n background-color: #667b66;\\n border-color: #4cae4c;\\n}\\n.bk-root .bk-btn-warning {\\n color: #fff;\\n background-color: #f0ad4e;\\n border-color: #eea236;\\n}\\n.bk-root .bk-btn-warning:hover {\\n background-color: #eea43b;\\n border-color: #e89014;\\n}\\n.bk-root .bk-btn-warning.bk-active {\\n background-color: #ed9c28;\\n border-color: #d58512;\\n}\\n.bk-root .bk-btn-warning[disabled],\\n.bk-root .bk-btn-warning[disabled]:hover,\\n.bk-root .bk-btn-warning[disabled]:focus,\\n.bk-root .bk-btn-warning[disabled]:active,\\n.bk-root .bk-btn-warning[disabled].bk-active {\\n background-color: #c89143;\\n border-color: #eea236;\\n}\\n.bk-root .bk-btn-danger {\\n color: #fff;\\n background-color: #d9534f;\\n border-color: #d43f3a;\\n}\\n.bk-root .bk-btn-danger:hover {\\n background-color: #d5433e;\\n border-color: #bd2d29;\\n}\\n.bk-root .bk-btn-danger.bk-active {\\n background-color: #d2322d;\\n border-color: #ac2925;\\n}\\n.bk-root .bk-btn-danger[disabled],\\n.bk-root .bk-btn-danger[disabled]:hover,\\n.bk-root .bk-btn-danger[disabled]:focus,\\n.bk-root .bk-btn-danger[disabled]:active,\\n.bk-root .bk-btn-danger[disabled].bk-active {\\n background-color: #a55350;\\n border-color: #d43f3a;\\n}\\n.bk-root .bk-btn-group {\\n height: 100%;\\n display: flex;\\n display: -webkit-flex;\\n flex-wrap: nowrap;\\n -webkit-flex-wrap: nowrap;\\n align-items: center;\\n -webkit-align-items: center;\\n flex-direction: row;\\n -webkit-flex-direction: row;\\n}\\n.bk-root .bk-btn-group > .bk-btn {\\n flex-grow: 1;\\n -webkit-flex-grow: 1;\\n}\\n.bk-root .bk-btn-group > .bk-btn + .bk-btn {\\n margin-left: -1px;\\n}\\n.bk-root .bk-btn-group > .bk-btn:first-child:not(:last-child) {\\n border-bottom-right-radius: 0;\\n border-top-right-radius: 0;\\n}\\n.bk-root .bk-btn-group > .bk-btn:not(:first-child):last-child {\\n border-bottom-left-radius: 0;\\n border-top-left-radius: 0;\\n}\\n.bk-root .bk-btn-group > .bk-btn:not(:first-child):not(:last-child) {\\n border-radius: 0;\\n}\\n.bk-root .bk-btn-group .bk-dropdown-toggle {\\n flex: 0 0 0;\\n -webkit-flex: 0 0 0;\\n padding: 6px 6px;\\n}\\n\"),o.bk_btn=\"bk-btn\",o.bk_btn_group=\"bk-btn-group\",o.bk_btn_default=\"bk-btn-default\",o.bk_btn_primary=\"bk-btn-primary\",o.bk_btn_success=\"bk-btn-success\",o.bk_btn_warning=\"bk-btn-warning\",o.bk_btn_danger=\"bk-btn-danger\",o.bk_btn_type=function(n){switch(n){case\"default\":return o.bk_btn_default;case\"primary\":return o.bk_btn_primary;case\"success\":return o.bk_btn_success;case\"warning\":return o.bk_btn_warning;case\"danger\":return o.bk_btn_danger}},o.bk_dropdown_toggle=\"bk-dropdown-toggle\"},\n", " function _(n,o,r){n(164),n(163).styles.append(\".bk-root .bk-menu {\\n position: absolute;\\n left: 0;\\n width: 100%;\\n z-index: 100;\\n cursor: pointer;\\n font-size: 12px;\\n background-color: #fff;\\n border: 1px solid #ccc;\\n border-radius: 4px;\\n box-shadow: 0 6px 12px rgba(0, 0, 0, 0.175);\\n}\\n.bk-root .bk-menu.bk-above {\\n bottom: 100%;\\n}\\n.bk-root .bk-menu.bk-below {\\n top: 100%;\\n}\\n.bk-root .bk-menu > .bk-divider {\\n height: 1px;\\n margin: 7.5px 0;\\n overflow: hidden;\\n background-color: #e5e5e5;\\n}\\n.bk-root .bk-menu > :not(.bk-divider) {\\n padding: 6px 12px;\\n}\\n.bk-root .bk-menu > :not(.bk-divider):hover,\\n.bk-root .bk-menu > :not(.bk-divider).bk-active {\\n background-color: #e6e6e6;\\n}\\n.bk-root .bk-caret {\\n display: inline-block;\\n vertical-align: middle;\\n width: 0;\\n height: 0;\\n margin: 0 5px;\\n}\\n.bk-root .bk-caret.bk-down {\\n border-top: 4px solid;\\n}\\n.bk-root .bk-caret.bk-up {\\n border-bottom: 4px solid;\\n}\\n.bk-root .bk-caret.bk-down,\\n.bk-root .bk-caret.bk-up {\\n border-right: 4px solid transparent;\\n border-left: 4px solid transparent;\\n}\\n.bk-root .bk-caret.bk-left {\\n border-right: 4px solid;\\n}\\n.bk-root .bk-caret.bk-right {\\n border-left: 4px solid;\\n}\\n.bk-root .bk-caret.bk-left,\\n.bk-root .bk-caret.bk-right {\\n border-top: 4px solid transparent;\\n border-bottom: 4px solid transparent;\\n}\\n\"),r.bk_menu=\"bk-menu\",r.bk_caret=\"bk-caret\",r.bk_divider=\"bk-divider\"},\n", " function _(t,i,n){var e=t(113),o=t(340),_=function(t){function i(){return null!==t&&t.apply(this,arguments)||this}return e.__extends(i,t),i}(o.ColumnView);n.WidgetBoxView=_,_.__name__=\"WidgetBoxView\";var u=function(t){function i(i){return t.call(this,i)||this}return e.__extends(i,t),i.init_WidgetBox=function(){this.prototype.default_view=_},i}(o.Column);n.WidgetBox=u,u.__name__=\"WidgetBox\",u.init_WidgetBox()},\n", " function _(r,a,o){var p=r(351);o.CategoricalColorMapper=p.CategoricalColorMapper;var e=r(353);o.CategoricalMarkerMapper=e.CategoricalMarkerMapper;var C=r(354);o.CategoricalPatternMapper=C.CategoricalPatternMapper;var l=r(211);o.ContinuousColorMapper=l.ContinuousColorMapper;var M=r(212);o.ColorMapper=M.ColorMapper;var t=r(210);o.LinearColorMapper=t.LinearColorMapper;var i=r(355);o.LogColorMapper=i.LogColorMapper},\n", " function _(t,r,o){var a=t(113),e=t(352),n=t(212),i=t(121),c=function(t){function r(r){return t.call(this,r)||this}return a.__extends(r,t),r.init_CategoricalColorMapper=function(){this.define({factors:[i.Array],start:[i.Number,0],end:[i.Number]})},r.prototype._v_compute=function(t,r,o,a){var n=a.nan_color;e.cat_v_compute(t,this.factors,o,r,this.start,this.end,n)},r}(n.ColorMapper);o.CategoricalColorMapper=c,c.__name__=\"CategoricalColorMapper\",c.init_CategoricalColorMapper()},\n", " function _(n,t,e){var i=n(114),l=n(109);function r(n,t){if(n.length!=t.length)return!1;for(var e=0,i=n.length;e=e.length?c:e[g],u[a]=d},v=0,_=n.length;v<_;v++)a(v)}},\n", " function _(r,e,t){var a=r(113),i=r(352),n=r(213),c=r(121),u=function(r){function e(e){return r.call(this,e)||this}return a.__extends(e,r),e.init_CategoricalMarkerMapper=function(){this.define({factors:[c.Array],markers:[c.Array],start:[c.Number,0],end:[c.Number],default_value:[c.MarkerType,\"circle\"]})},e.prototype.v_compute=function(r){var e=new Array(r.length);return i.cat_v_compute(r,this.factors,this.markers,e,this.start,this.end,this.default_value),e},e}(n.Mapper);t.CategoricalMarkerMapper=u,u.__name__=\"CategoricalMarkerMapper\",u.init_CategoricalMarkerMapper()},\n", " function _(t,e,a){var r=t(113),n=t(352),i=t(213),p=t(121),c=function(t){function e(e){return t.call(this,e)||this}return r.__extends(e,t),e.init_CategoricalPatternMapper=function(){this.define({factors:[p.Array],patterns:[p.Array],start:[p.Number,0],end:[p.Number],default_value:[p.HatchPatternType,\" \"]})},e.prototype.v_compute=function(t){var e=new Array(t.length);return n.cat_v_compute(t,this.factors,this.patterns,e,this.start,this.end,this.default_value),e},e}(i.Mapper);a.CategoricalPatternMapper=c,c.__name__=\"CategoricalPatternMapper\",c.init_CategoricalPatternMapper()},\n", " function _(o,l,n){var t=o(113),e=o(211),r=o(114),i=null!=Math.log1p?Math.log1p:function(o){return Math.log(1+o)},h=function(o){function l(l){return o.call(this,l)||this}return t.__extends(l,o),l.prototype._v_compute=function(o,l,n,t){for(var e=t.nan_color,h=t.low_color,a=t.high_color,u=n.length,s=null!=this.low?this.low:r.min(o),_=null!=this.high?this.high:r.max(o),f=u/(i(_)-i(s)),g=n.length-1,p=0,c=o.length;p_)l[p]=null!=a?a:n[g];else if(M!=_)if(Mg&&(m=g),l[p]=n[m]}else l[p]=n[g]}},l}(e.ContinuousColorMapper);n.LogColorMapper=h,h.__name__=\"LogColorMapper\"},\n", " function _(r,a,t){!function(r){for(var a in r)t.hasOwnProperty(a)||(t[a]=r[a])}(r(357));var n=r(358);t.Marker=n.Marker;var e=r(359);t.Scatter=e.Scatter},\n", " function _(e,t,o){var i=e(113),r=e(358),n=Math.sqrt(3);function s(e,t){e.moveTo(-t,t),e.lineTo(t,-t),e.moveTo(-t,-t),e.lineTo(t,t)}function c(e,t){e.moveTo(0,t),e.lineTo(0,-t),e.moveTo(-t,0),e.lineTo(t,0)}function l(e,t){e.moveTo(0,t),e.lineTo(t/1.5,0),e.lineTo(0,-t),e.lineTo(-t/1.5,0),e.closePath()}function a(e,t){var o=t*n,i=o/3;e.moveTo(-t,i),e.lineTo(t,i),e.lineTo(0,i-o),e.closePath()}function u(e,t,o,i,r){var n=.65*o;c(e,o),s(e,n),i.doit&&(i.set_vectorize(e,t),e.stroke())}function v(e,t,o,i,r){e.arc(0,0,o,0,2*Math.PI,!1),r.doit&&(r.set_vectorize(e,t),e.fill()),i.doit&&(i.set_vectorize(e,t),c(e,o),e.stroke())}function _(e,t,o,i,r){e.arc(0,0,o,0,2*Math.PI,!1),r.doit&&(r.set_vectorize(e,t),e.fill()),i.doit&&(i.set_vectorize(e,t),s(e,o),e.stroke())}function d(e,t,o,i,r){c(e,o),i.doit&&(i.set_vectorize(e,t),e.stroke())}function f(e,t,o,i,r){l(e,o),r.doit&&(r.set_vectorize(e,t),e.fill()),i.doit&&(i.set_vectorize(e,t),e.stroke())}function T(e,t,o,i,r){l(e,o),r.doit&&(r.set_vectorize(e,t),e.fill()),i.doit&&(i.set_vectorize(e,t),c(e,o),e.stroke())}function z(e,t,o,i,r){!function(e,t){var o=t/2,i=n*o;e.moveTo(t,0),e.lineTo(o,-i),e.lineTo(-o,-i),e.lineTo(-t,0),e.lineTo(-o,i),e.lineTo(o,i),e.closePath()}(e,o),r.doit&&(r.set_vectorize(e,t),e.fill()),i.doit&&(i.set_vectorize(e,t),e.stroke())}function k(e,t,o,i,r){e.rotate(Math.PI),a(e,o),e.rotate(-Math.PI),r.doit&&(r.set_vectorize(e,t),e.fill()),i.doit&&(i.set_vectorize(e,t),e.stroke())}function h(e,t,o,i,r){var n=2*o;e.rect(-o,-o,n,n),r.doit&&(r.set_vectorize(e,t),e.fill()),i.doit&&(i.set_vectorize(e,t),e.stroke())}function m(e,t,o,i,r){var n=2*o;e.rect(-o,-o,n,n),r.doit&&(r.set_vectorize(e,t),e.fill()),i.doit&&(i.set_vectorize(e,t),c(e,o),e.stroke())}function C(e,t,o,i,r){var n=2*o;e.rect(-o,-o,n,n),r.doit&&(r.set_vectorize(e,t),e.fill()),i.doit&&(i.set_vectorize(e,t),s(e,o),e.stroke())}function q(e,t,o,i,r){a(e,o),r.doit&&(r.set_vectorize(e,t),e.fill()),i.doit&&(i.set_vectorize(e,t),e.stroke())}function p(e,t,o,i,r){!function(e,t){e.moveTo(-t,0),e.lineTo(t,0)}(e,o),i.doit&&(i.set_vectorize(e,t),e.stroke())}function x(e,t,o,i,r){s(e,o),i.doit&&(i.set_vectorize(e,t),e.stroke())}function M(e,t){var o,n=function(e){function o(){return null!==e&&e.apply(this,arguments)||this}return i.__extends(o,e),o.initClass=function(){this.prototype._render_one=t},o}(r.MarkerView);n.initClass();var s=((o=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return i.__extends(t,e),t.initClass=function(){this.prototype.default_view=n},t}(r.Marker)).__name__=e,o);return 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s=this.frame,r=s.x_ranges,a=s.y_ranges;if(null==t){for(var o in r){(h=r[o]).reset()}for(var o in a){(h=a[o]).reset()}this.update_dataranges()}else{var l=[];for(var o in r){var h=r[o];l.push([h,t.xrs[o]])}for(var o in a){h=a[o];l.push([h,t.yrs[o]])}i&&this._update_ranges_together(l),this._update_ranges_individually(l,e,i,n)}this.unpause()},i.prototype.reset_range=function(){this.update_range(null)},i.prototype._invalidate_layout=function(){var t=this;(function(){for(var e=0,i=t.model.side_panels;e=0&&it.model.lod_timeout&&e.interactive_stop(t.model),t.request_paint()},this.model.lod_timeout):e.interactive_stop(this.model)}for(var n in this.renderer_views){var s=this.renderer_views[n];if(null==this.range_update_timestamp||s instanceof l.GlyphRendererView&&s.set_data_timestamp>this.range_update_timestamp){this.update_dataranges();break}}var r=this.canvas_view.ctx,a=this.canvas.pixel_ratio;r.save(),r.scale(a,a),r.translate(.5,.5);var o=[this.frame._left.value,this.frame._top.value,this.frame._width.value,this.frame._height.value];if(this._map_hook(r,o),this._paint_empty(r,o),this.prepare_webgl(a,o),this.clear_webgl(),this.visuals.outline_line.doit){r.save(),this.visuals.outline_line.set_value(r);var h=o[0],_=o[1],u=o[2],d=o[3];h+u==this.layout._width.value&&(u-=1),_+d==this.layout._height.value&&(d-=1),r.strokeRect(h,_,u,d),r.restore()}this._paint_levels(r,[\"image\",\"underlay\",\"glyph\"],o,!0),this._paint_levels(r,[\"annotation\"],o,!1),this._paint_levels(r,[\"overlay\"],o,!1),null==this._initial_state_info.range&&this.set_initial_range(),r.restore()}},i.prototype._paint_levels=function(t,e,i,n){for(var s=0,r=e;s=0;i--)(_=t[i])&&(s=(o<3?_(s):o>3?_(n,e,s):_(n,e))||s);return o>3&&s&&Object.defineProperty(n,e,s),s};function o(t){return function(n){n.prototype.event_name=t}}var s=function(){function t(){}return t.prototype.to_json=function(){return{event_name:this.event_name,event_values:this._to_json()}},t.prototype._to_json=function(){var t=this.origin;return{model_id:null!=t?t.id:null}},t}();e.BokehEvent=s,s.__name__=\"BokehEvent\";var i=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return r.__extends(n,t),n}(s);i.__name__=\"ButtonClick\",i=_([o(\"button_click\")],i),e.ButtonClick=i;var a=function(t){function n(n){var e=t.call(this)||this;return e.item=n,e}return r.__extends(n,t),n.prototype._to_json=function(){var n=this.item;return Object.assign(Object.assign({},t.prototype._to_json.call(this)),{item:n})},n}(s);a.__name__=\"MenuItemClick\",a=_([o(\"menu_item_click\")],a),e.MenuItemClick=a;var u=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return r.__extends(n,t),n}(s);e.UIEvent=u,u.__name__=\"UIEvent\";var l=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return r.__extends(n,t),n}(u);l.__name__=\"LODStart\",l=_([o(\"lodstart\")],l),e.LODStart=l;var c=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return r.__extends(n,t),n}(u);c.__name__=\"LODEnd\",c=_([o(\"lodend\")],c),e.LODEnd=c;var p=function(t){function n(n,e){var r=t.call(this)||this;return r.geometry=n,r.final=e,r}return r.__extends(n,t),n.prototype._to_json=function(){var n=this.geometry,e=this.final;return Object.assign(Object.assign({},t.prototype._to_json.call(this)),{geometry:n,final:e})},n}(u);p.__name__=\"SelectionGeometry\",p=_([o(\"selectiongeometry\")],p),e.SelectionGeometry=p;var h=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return r.__extends(n,t),n}(u);h.__name__=\"Reset\",h=_([o(\"reset\")],h),e.Reset=h;var f=function(t){function n(n,e,r,_){var o=t.call(this)||this;return o.sx=n,o.sy=e,o.x=r,o.y=_,o}return r.__extends(n,t),n.prototype._to_json=function(){var n=this.sx,e=this.sy,r=this.x,_=this.y;return Object.assign(Object.assign({},t.prototype._to_json.call(this)),{sx:n,sy:e,x:r,y:_})},n}(u);e.PointEvent=f,f.__name__=\"PointEvent\";var y=function(t){function n(n,e,r,_,o,s){var i=t.call(this,n,e,r,_)||this;return i.sx=n,i.sy=e,i.x=r,i.y=_,i.delta_x=o,i.delta_y=s,i}return r.__extends(n,t),n.prototype._to_json=function(){var n=this.delta_x,e=this.delta_y;return Object.assign(Object.assign({},t.prototype._to_json.call(this)),{delta_x:n,delta_y:e})},n}(f);y.__name__=\"Pan\",y=_([o(\"pan\")],y),e.Pan=y;var v=function(t){function n(n,e,r,_,o){var s=t.call(this,n,e,r,_)||this;return s.sx=n,s.sy=e,s.x=r,s.y=_,s.scale=o,s}return r.__extends(n,t),n.prototype._to_json=function(){var n=this.scale;return Object.assign(Object.assign({},t.prototype._to_json.call(this)),{scale:n})},n}(f);v.__name__=\"Pinch\",v=_([o(\"pinch\")],v),e.Pinch=v;var d=function(t){function n(n,e,r,_,o){var s=t.call(this,n,e,r,_)||this;return s.sx=n,s.sy=e,s.x=r,s.y=_,s.rotation=o,s}return r.__extends(n,t),n.prototype._to_json=function(){var n=this.rotation;return Object.assign(Object.assign({},t.prototype._to_json.call(this)),{rotation:n})},n}(f);d.__name__=\"Rotate\",d=_([o(\"rotate\")],d),e.Rotate=d;var m=function(t){function n(n,e,r,_,o){var s=t.call(this,n,e,r,_)||this;return s.sx=n,s.sy=e,s.x=r,s.y=_,s.delta=o,s}return r.__extends(n,t),n.prototype._to_json=function(){var n=this.delta;return Object.assign(Object.assign({},t.prototype._to_json.call(this)),{delta:n})},n}(f);m.__name__=\"MouseWheel\",m=_([o(\"wheel\")],m),e.MouseWheel=m;var x=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return r.__extends(n,t),n}(f);x.__name__=\"MouseMove\",x=_([o(\"mousemove\")],x),e.MouseMove=x;var j=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return r.__extends(n,t),n}(f);j.__name__=\"MouseEnter\",j=_([o(\"mouseenter\")],j),e.MouseEnter=j;var g=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return r.__extends(n,t),n}(f);g.__name__=\"MouseLeave\",g=_([o(\"mouseleave\")],g),e.MouseLeave=g;var b=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return r.__extends(n,t),n}(f);b.__name__=\"Tap\",b=_([o(\"tap\")],b),e.Tap=b;var O=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return r.__extends(n,t),n}(f);O.__name__=\"DoubleTap\",O=_([o(\"doubletap\")],O),e.DoubleTap=O;var P=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return r.__extends(n,t),n}(f);P.__name__=\"Press\",P=_([o(\"press\")],P),e.Press=P;var E=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return r.__extends(n,t),n}(f);E.__name__=\"PressUp\",E=_([o(\"pressup\")],E),e.PressUp=E;var M=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return r.__extends(n,t),n}(f);M.__name__=\"PanStart\",M=_([o(\"panstart\")],M),e.PanStart=M;var R=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return r.__extends(n,t),n}(f);R.__name__=\"PanEnd\",R=_([o(\"panend\")],R),e.PanEnd=R;var S=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return r.__extends(n,t),n}(f);S.__name__=\"PinchStart\",S=_([o(\"pinchstart\")],S),e.PinchStart=S;var k=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return r.__extends(n,t),n}(f);k.__name__=\"PinchEnd\",k=_([o(\"pinchend\")],k),e.PinchEnd=k;var D=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return r.__extends(n,t),n}(f);D.__name__=\"RotateStart\",D=_([o(\"rotatestart\")],D),e.RotateStart=D;var L=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return r.__extends(n,t),n}(f);L.__name__=\"RotateEnd\",L=_([o(\"rotateend\")],L),e.RotateEnd=L},\n", " function _(n,e,i){var o=(\"undefined\"!=typeof window?window.requestAnimationFrame:void 0)||(\"undefined\"!=typeof window?window.webkitRequestAnimationFrame:void 0)||(\"undefined\"!=typeof window?window.mozRequestAnimationFrame:void 0)||(\"undefined\"!=typeof window?window.msRequestAnimationFrame:void 0)||function(n){return n(Date.now()),-1};i.throttle=function(n,e){var i=null,t=0,u=!1,d=function(){t=Date.now(),i=null,u=!1,n()};return function(){var n=Date.now(),w=e-(n-t);w<=0&&!u?(null!=i&&clearTimeout(i),u=!0,o(d)):i||u||(i=setTimeout(function(){return o(d)},w))}}},\n", " function _(e,t,i){var l=e(113),r=e(283),a=e(284),o=e(109),n=Math.PI/2,h=\"left\",s=\"center\",d={above:{parallel:0,normal:-n,horizontal:0,vertical:-n},below:{parallel:0,normal:n,horizontal:0,vertical:n},left:{parallel:-n,normal:0,horizontal:0,vertical:-n},right:{parallel:n,normal:0,horizontal:0,vertical:n}},c={above:{justified:\"top\",parallel:\"alphabetic\",normal:\"middle\",horizontal:\"alphabetic\",vertical:\"middle\"},below:{justified:\"bottom\",parallel:\"hanging\",normal:\"middle\",horizontal:\"hanging\",vertical:\"middle\"},left:{justified:\"top\",parallel:\"alphabetic\",normal:\"middle\",horizontal:\"middle\",vertical:\"alphabetic\"},right:{justified:\"top\",parallel:\"alphabetic\",normal:\"middle\",horizontal:\"middle\",vertical:\"alphabetic\"}},p={above:{justified:s,parallel:s,normal:h,horizontal:s,vertical:h},below:{justified:s,parallel:s,normal:h,horizontal:s,vertical:h},left:{justified:s,parallel:s,normal:\"right\",horizontal:\"right\",vertical:s},right:{justified:s,parallel:s,normal:h,horizontal:h,vertical:s}},b={above:\"right\",below:h,left:\"right\",right:h},_={above:h,below:\"right\",left:\"right\",right:h},m=function(e){function t(t,i){var l=e.call(this)||this;switch(l.side=t,l.obj=i,l.side){case\"above\":l._dim=0,l._normals=[0,-1];break;case\"below\":l._dim=0,l._normals=[0,1];break;case\"left\":l._dim=1,l._normals=[-1,0];break;case\"right\":l._dim=1,l._normals=[1,0];break;default:throw new Error(\"unreachable\")}return l.is_horizontal?l.set_sizing({width_policy:\"max\",height_policy:\"fixed\"}):l.set_sizing({width_policy:\"fixed\",height_policy:\"max\"}),l}return l.__extends(t,e),t.prototype._content_size=function(){return new r.Sizeable(this.get_oriented_size())},t.prototype.get_oriented_size=function(){var e=this.obj.get_size(),t=e.width,i=e.height;return!this.obj.rotate||this.is_horizontal?{width:t,height:i}:{width:i,height:t}},t.prototype.has_size_changed=function(){var e=this.get_oriented_size(),t=e.width,i=e.height;return this.is_horizontal?this.bbox.height!=i:this.bbox.width!=t},Object.defineProperty(t.prototype,\"dimension\",{get:function(){return this._dim},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"normals\",{get:function(){return this._normals},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"is_horizontal\",{get:function(){return 0==this._dim},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"is_vertical\",{get:function(){return 1==this._dim},enumerable:!0,configurable:!0}),t.prototype.apply_label_text_heuristics=function(e,t){var i,l,r=this.side;o.isString(t)?(i=c[r][t],l=p[r][t]):0===t?(i=\"whatever\",l=\"whatever\"):t<0?(i=\"middle\",l=b[r]):(i=\"middle\",l=_[r]),e.textBaseline=i,e.textAlign=l},t.prototype.get_label_angle_heuristic=function(e){return d[this.side][e]},t}(a.ContentLayoutable);i.SidePanel=m,m.__name__=\"SidePanel\"},\n", " function _(t,e,n){var i=t(380),r=t(116),s=t(167),o=t(163),a=t(381),_=t(110),h=t(125),p=t(109),c=t(197),u=t(376),l=function(){function t(t,e,n){var s=this;this.plot_view=t,this.toolbar=e,this.hit_area=n,this.pan_start=new r.Signal(this,\"pan:start\"),this.pan=new r.Signal(this,\"pan\"),this.pan_end=new r.Signal(this,\"pan:end\"),this.pinch_start=new r.Signal(this,\"pinch:start\"),this.pinch=new r.Signal(this,\"pinch\"),this.pinch_end=new r.Signal(this,\"pinch:end\"),this.rotate_start=new r.Signal(this,\"rotate:start\"),this.rotate=new r.Signal(this,\"rotate\"),this.rotate_end=new r.Signal(this,\"rotate:end\"),this.tap=new r.Signal(this,\"tap\"),this.doubletap=new r.Signal(this,\"doubletap\"),this.press=new r.Signal(this,\"press\"),this.pressup=new r.Signal(this,\"pressup\"),this.move_enter=new r.Signal(this,\"move:enter\"),this.move=new r.Signal(this,\"move\"),this.move_exit=new r.Signal(this,\"move:exit\"),this.scroll=new r.Signal(this,\"scroll\"),this.keydown=new r.Signal(this,\"keydown\"),this.keyup=new r.Signal(this,\"keyup\"),this.hammer=new i(this.hit_area,{touchAction:\"auto\"}),this._configure_hammerjs(),this.hit_area.addEventListener(\"mousemove\",function(t){return s._mouse_move(t)}),this.hit_area.addEventListener(\"mouseenter\",function(t){return s._mouse_enter(t)}),this.hit_area.addEventListener(\"mouseleave\",function(t){return s._mouse_exit(t)}),this.hit_area.addEventListener(\"wheel\",function(t){return s._mouse_wheel(t)}),document.addEventListener(\"keydown\",this),document.addEventListener(\"keyup\",this)}return t.prototype.destroy=function(){this.hammer.destroy(),document.removeEventListener(\"keydown\",this),document.removeEventListener(\"keyup\",this)},t.prototype.handleEvent=function(t){\"keydown\"==t.type?this._key_down(t):\"keyup\"==t.type&&this._key_up(t)},t.prototype._configure_hammerjs=function(){var t=this;this.hammer.get(\"doubletap\").recognizeWith(\"tap\"),this.hammer.get(\"tap\").requireFailure(\"doubletap\"),this.hammer.get(\"doubletap\").dropRequireFailure(\"tap\"),this.hammer.on(\"doubletap\",function(e){return t._doubletap(e)}),this.hammer.on(\"tap\",function(e){return t._tap(e)}),this.hammer.on(\"press\",function(e){return t._press(e)}),this.hammer.on(\"pressup\",function(e){return t._pressup(e)}),this.hammer.get(\"pan\").set({direction:i.DIRECTION_ALL}),this.hammer.on(\"panstart\",function(e){return t._pan_start(e)}),this.hammer.on(\"pan\",function(e){return t._pan(e)}),this.hammer.on(\"panend\",function(e){return t._pan_end(e)}),this.hammer.get(\"pinch\").set({enable:!0}),this.hammer.on(\"pinchstart\",function(e){return t._pinch_start(e)}),this.hammer.on(\"pinch\",function(e){return t._pinch(e)}),this.hammer.on(\"pinchend\",function(e){return t._pinch_end(e)}),this.hammer.get(\"rotate\").set({enable:!0}),this.hammer.on(\"rotatestart\",function(e){return t._rotate_start(e)}),this.hammer.on(\"rotate\",function(e){return t._rotate(e)}),this.hammer.on(\"rotateend\",function(e){return t._rotate_end(e)})},t.prototype.register_tool=function(t){var e=this,n=t.model.event_type;null!=n&&(p.isString(n)?this._register_tool(t,n):n.forEach(function(n,i){return e._register_tool(t,n,i<1)}))},t.prototype._register_tool=function(t,e,n){void 0===n&&(n=!0);var i=t,r=i.model.id,o=function(t){return function(e){e.id==r&&t(e.e)}},a=function(t){return function(e){t(e.e)}};switch(e){case\"pan\":null!=i._pan_start&&i.connect(this.pan_start,o(i._pan_start.bind(i))),null!=i._pan&&i.connect(this.pan,o(i._pan.bind(i))),null!=i._pan_end&&i.connect(this.pan_end,o(i._pan_end.bind(i)));break;case\"pinch\":null!=i._pinch_start&&i.connect(this.pinch_start,o(i._pinch_start.bind(i))),null!=i._pinch&&i.connect(this.pinch,o(i._pinch.bind(i))),null!=i._pinch_end&&i.connect(this.pinch_end,o(i._pinch_end.bind(i)));break;case\"rotate\":null!=i._rotate_start&&i.connect(this.rotate_start,o(i._rotate_start.bind(i))),null!=i._rotate&&i.connect(this.rotate,o(i._rotate.bind(i))),null!=i._rotate_end&&i.connect(this.rotate_end,o(i._rotate_end.bind(i)));break;case\"move\":null!=i._move_enter&&i.connect(this.move_enter,o(i._move_enter.bind(i))),null!=i._move&&i.connect(this.move,o(i._move.bind(i))),null!=i._move_exit&&i.connect(this.move_exit,o(i._move_exit.bind(i)));break;case\"tap\":null!=i._tap&&i.connect(this.tap,o(i._tap.bind(i)));break;case\"press\":null!=i._press&&i.connect(this.press,o(i._press.bind(i))),null!=i._pressup&&i.connect(this.pressup,o(i._pressup.bind(i)));break;case\"scroll\":null!=i._scroll&&i.connect(this.scroll,o(i._scroll.bind(i)));break;default:throw new Error(\"unsupported event_type: \"+e)}n&&(null!=i._doubletap&&i.connect(this.doubletap,a(i._doubletap.bind(i))),null!=i._keydown&&i.connect(this.keydown,a(i._keydown.bind(i))),null!=i._keyup&&i.connect(this.keyup,a(i._keyup.bind(i))),c.is_mobile&&null!=i._scroll&&\"pinch\"==e&&(s.logger.debug(\"Registering scroll on touch screen\"),i.connect(this.scroll,o(i._scroll.bind(i)))))},t.prototype._hit_test_renderers=function(t,e){for(var n=this.plot_view.get_renderer_views(),i=0,r=_.reversed(n);i\\s*\\(/gm,\"{anonymous}()@\"):\"Unknown Stack Trace\",s=t.console&&(t.console.warn||t.console.log);return s&&s.call(t.console,r,n),e.apply(this,arguments)}}s=\"function\"!=typeof Object.assign?function(t){if(t===r||null===t)throw new TypeError(\"Cannot convert undefined or null to object\");for(var e=Object(t),i=1;i-1}function b(t){return t.trim().split(/\\s+/g)}function P(t,e,i){if(t.indexOf&&!i)return t.indexOf(e);for(var n=0;ni[e]}):n.sort()),n}function w(t,e){for(var i,n,s=e[0].toUpperCase()+e.slice(1),a=0;a1&&!i.firstMultiple?i.firstMultiple=Q(e):1===s&&(i.firstMultiple=!1);var o=i.firstInput,a=i.firstMultiple,h=a?a.center:o.center,u=e.center=tt(n);e.timeStamp=l(),e.deltaTime=e.timeStamp-o.timeStamp,e.angle=rt(h,u),e.distance=nt(h,u),function(t,e){var i=e.center,n=t.offsetDelta||{},r=t.prevDelta||{},s=t.prevInput||{};e.eventType!==Y&&s.eventType!==W||(r=t.prevDelta={x:s.deltaX||0,y:s.deltaY||0},n=t.offsetDelta={x:i.x,y:i.y});e.deltaX=r.x+(i.x-n.x),e.deltaY=r.y+(i.y-n.y)}(i,e),e.offsetDirection=it(e.deltaX,e.deltaY);var p=et(e.deltaTime,e.deltaX,e.deltaY);e.overallVelocityX=p.x,e.overallVelocityY=p.y,e.overallVelocity=c(p.x)>c(p.y)?p.x:p.y,e.scale=a?(f=a.pointers,v=n,nt(v[0],v[1],$)/nt(f[0],f[1],$)):1,e.rotation=a?function(t,e){return rt(e[1],e[0],$)+rt(t[1],t[0],$)}(a.pointers,n):0,e.maxPointers=i.prevInput?e.pointers.length>i.prevInput.maxPointers?e.pointers.length:i.prevInput.maxPointers:e.pointers.length,function(t,e){var i,n,s,o,a=t.lastInterval||e,h=e.timeStamp-a.timeStamp;if(e.eventType!=q&&(h>X||a.velocity===r)){var u=e.deltaX-a.deltaX,l=e.deltaY-a.deltaY,p=et(h,u,l);n=p.x,s=p.y,i=c(p.x)>c(p.y)?p.x:p.y,o=it(u,l),t.lastInterval=e}else i=a.velocity,n=a.velocityX,s=a.velocityY,o=a.direction;e.velocity=i,e.velocityX=n,e.velocityY=s,e.direction=o}(i,e);var f,v;var d=t.element;C(e.srcEvent.target,d)&&(d=e.srcEvent.target);e.target=d}(t,i),t.emit(\"hammer.input\",i),t.recognize(i),t.session.prevInput=i}function Q(t){for(var e=[],i=0;i=c(e)?t<0?H:L:e<0?U:V}function nt(t,e,i){i||(i=B);var n=e[i[0]]-t[i[0]],r=e[i[1]]-t[i[1]];return Math.sqrt(n*n+r*r)}function rt(t,e,i){i||(i=B);var n=e[i[0]]-t[i[0]],r=e[i[1]]-t[i[1]];return 180*Math.atan2(r,n)/Math.PI}J.prototype={handler:function(){},init:function(){this.evEl&&A(this.element,this.evEl,this.domHandler),this.evTarget&&A(this.target,this.evTarget,this.domHandler),this.evWin&&A(R(this.element),this.evWin,this.domHandler)},destroy:function(){this.evEl&&_(this.element,this.evEl,this.domHandler),this.evTarget&&_(this.target,this.evTarget,this.domHandler),this.evWin&&_(R(this.element),this.evWin,this.domHandler)}};var st={mousedown:Y,mousemove:F,mouseup:W},ot=\"mousedown\",at=\"mousemove mouseup\";function ht(){this.evEl=ot,this.evWin=at,this.pressed=!1,J.apply(this,arguments)}T(ht,J,{handler:function(t){var e=st[t.type];e&Y&&0===t.button&&(this.pressed=!0),e&F&&1!==t.which&&(e=W),this.pressed&&(e&W&&(this.pressed=!1),this.callback(this.manager,e,{pointers:[t],changedPointers:[t],pointerType:\"mouse\",srcEvent:t}))}});var ut={pointerdown:Y,pointermove:F,pointerup:W,pointercancel:q,pointerout:q},ct={2:\"touch\",3:\"pen\",4:\"mouse\",5:\"kinect\"},lt=\"pointerdown\",pt=\"pointermove pointerup pointercancel\";function ft(){this.evEl=lt,this.evWin=pt,J.apply(this,arguments),this.store=this.manager.session.pointerEvents=[]}t.MSPointerEvent&&!t.PointerEvent&&(lt=\"MSPointerDown\",pt=\"MSPointerMove MSPointerUp MSPointerCancel\"),T(ft,J,{handler:function(t){var e=this.store,i=!1,n=t.type.toLowerCase().replace(\"ms\",\"\"),r=ut[n],s=ct[t.pointerType]||t.pointerType,o=\"touch\"==s,a=P(e,t.pointerId,\"pointerId\");r&Y&&(0===t.button||o)?a<0&&(e.push(t),a=e.length-1):r&(W|q)&&(i=!0),a<0||(e[a]=t,this.callback(this.manager,r,{pointers:e,changedPointers:[t],pointerType:s,srcEvent:t}),i&&e.splice(a,1))}});var vt={touchstart:Y,touchmove:F,touchend:W,touchcancel:q},dt=\"touchstart\",mt=\"touchstart touchmove touchend touchcancel\";function gt(){this.evTarget=dt,this.evWin=mt,this.started=!1,J.apply(this,arguments)}T(gt,J,{handler:function(t){var e=vt[t.type];if(e===Y&&(this.started=!0),this.started){var i=function(t,e){var i=D(t.touches),n=D(t.changedTouches);e&(W|q)&&(i=x(i.concat(n),\"identifier\",!0));return[i,n]}.call(this,t,e);e&(W|q)&&i[0].length-i[1].length==0&&(this.started=!1),this.callback(this.manager,e,{pointers:i[0],changedPointers:i[1],pointerType:\"touch\",srcEvent:t})}}});var Tt={touchstart:Y,touchmove:F,touchend:W,touchcancel:q},yt=\"touchstart touchmove touchend touchcancel\";function Et(){this.evTarget=yt,this.targetIds={},J.apply(this,arguments)}T(Et,J,{handler:function(t){var e=Tt[t.type],i=function(t,e){var i=D(t.touches),n=this.targetIds;if(e&(Y|F)&&1===i.length)return n[i[0].identifier]=!0,[i,i];var r,s,o=D(t.changedTouches),a=[],h=this.target;if(s=i.filter(function(t){return C(t.target,h)}),e===Y)for(r=0;r-1&&n.splice(t,1)},It)}}T(_t,J,{handler:function(t,e,i){var n=\"touch\"==i.pointerType,r=\"mouse\"==i.pointerType;if(!(r&&i.sourceCapabilities&&i.sourceCapabilities.firesTouchEvents)){if(n)(function(t,e){t&Y?(this.primaryTouch=e.changedPointers[0].identifier,Ct.call(this,e)):t&(W|q)&&Ct.call(this,e)}).call(this,e,i);else if(r&&function(t){for(var e=t.srcEvent.clientX,i=t.srcEvent.clientY,n=0;n-1&&this.requireFail.splice(e,1),this},hasRequireFailures:function(){return this.requireFail.length>0},canRecognizeWith:function(t){return!!this.simultaneous[t.id]},emit:function(t){var e=this,i=this.state;function n(i){e.manager.emit(i,t)}i=Yt&&n(e.options.event+kt(i))},tryEmit:function(t){if(this.canEmit())return this.emit(t);this.state=32},canEmit:function(){for(var t=0;te.threshold&&r&e.direction},attrTest:function(t){return Ut.prototype.attrTest.call(this,t)&&(this.state&Nt||!(this.state&Nt)&&this.directionTest(t))},emit:function(t){this.pX=t.deltaX,this.pY=t.deltaY;var e=Ht(t.direction);e&&(t.additionalEvent=this.options.event+e),this._super.emit.call(this,t)}}),T(jt,Ut,{defaults:{event:\"pinch\",threshold:0,pointers:2},getTouchAction:function(){return[xt]},attrTest:function(t){return this._super.attrTest.call(this,t)&&(Math.abs(t.scale-1)>this.options.threshold||this.state&Nt)},emit:function(t){if(1!==t.scale){var e=t.scale<1?\"in\":\"out\";t.additionalEvent=this.options.event+e}this._super.emit.call(this,t)}}),T(Gt,qt,{defaults:{event:\"press\",pointers:1,time:251,threshold:9},getTouchAction:function(){return[Pt]},process:function(t){var e=this.options,i=t.pointers.length===e.pointers,n=t.distancee.time;if(this._input=t,!n||!i||t.eventType&(W|q)&&!r)this.reset();else if(t.eventType&Y)this.reset(),this._timer=p(function(){this.state=Ft,this.tryEmit()},e.time,this);else if(t.eventType&W)return Ft;return 32},reset:function(){clearTimeout(this._timer)},emit:function(t){this.state===Ft&&(t&&t.eventType&W?this.manager.emit(this.options.event+\"up\",t):(this._input.timeStamp=l(),this.manager.emit(this.options.event,this._input)))}}),T(Zt,Ut,{defaults:{event:\"rotate\",threshold:0,pointers:2},getTouchAction:function(){return[xt]},attrTest:function(t){return this._super.attrTest.call(this,t)&&(Math.abs(t.rotation)>this.options.threshold||this.state&Nt)}}),T(Bt,Ut,{defaults:{event:\"swipe\",threshold:10,velocity:.3,direction:j|G,pointers:1},getTouchAction:function(){return Vt.prototype.getTouchAction.call(this)},attrTest:function(t){var e,i=this.options.direction;return i&(j|G)?e=t.overallVelocity:i&j?e=t.overallVelocityX:i&G&&(e=t.overallVelocityY),this._super.attrTest.call(this,t)&&i&t.offsetDirection&&t.distance>this.options.threshold&&t.maxPointers==this.options.pointers&&c(e)>this.options.velocity&&t.eventType&W},emit:function(t){var e=Ht(t.offsetDirection);e&&this.manager.emit(this.options.event+e,t),this.manager.emit(this.options.event,t)}}),T($t,qt,{defaults:{event:\"tap\",pointers:1,taps:1,interval:300,time:250,threshold:9,posThreshold:10},getTouchAction:function(){return[Dt]},process:function(t){var e=this.options,i=t.pointers.length===e.pointers,n=t.distance=2){this.map.setZoom(n);var s=this._get_projected_bounds(),a=s[0];s[1]-a<0&&this.map.setZoom(i)}this.unpause()}this._set_bokeh_ranges()},e.prototype._build_map=function(){var t=this,e=google.maps;this.map_types={satellite:e.MapTypeId.SATELLITE,terrain:e.MapTypeId.TERRAIN,roadmap:e.MapTypeId.ROADMAP,hybrid:e.MapTypeId.HYBRID};var o=this.model.map_options,i={center:new e.LatLng(o.lat,o.lng),zoom:o.zoom,disableDefaultUI:!0,mapTypeId:this.map_types[o.map_type],scaleControl:o.scale_control,tilt:o.tilt};null!=o.styles&&(i.styles=JSON.parse(o.styles)),this.map=new e.Map(this.canvas_view.map_el,i),e.event.addListener(this.map,\"idle\",function(){return t._set_bokeh_ranges()}),e.event.addListener(this.map,\"bounds_changed\",function(){return t._set_bokeh_ranges()}),e.event.addListenerOnce(this.map,\"tilesloaded\",function(){return t._render_finished()}),this.connect(this.model.properties.map_options.change,function(){return t._update_options()}),this.connect(this.model.map_options.properties.styles.change,function(){return t._update_styles()}),this.connect(this.model.map_options.properties.lat.change,function(){return t._update_center(\"lat\")}),this.connect(this.model.map_options.properties.lng.change,function(){return t._update_center(\"lng\")}),this.connect(this.model.map_options.properties.zoom.change,function(){return t._update_zoom()}),this.connect(this.model.map_options.properties.map_type.change,function(){return t._update_map_type()}),this.connect(this.model.map_options.properties.scale_control.change,function(){return t._update_scale_control()}),this.connect(this.model.map_options.properties.tilt.change,function(){return t._update_tilt()})},e.prototype._render_finished=function(){this._tiles_loaded=!0,this.notify_finished()},e.prototype.has_finished=function(){return t.prototype.has_finished.call(this)&&!0===this._tiles_loaded},e.prototype._get_latlon_bounds=function(){var t=this.map.getBounds(),e=t.getNorthEast(),o=t.getSouthWest();return[o.lng(),e.lng(),o.lat(),e.lat()]},e.prototype._get_projected_bounds=function(){var t=this._get_latlon_bounds(),e=t[0],o=t[1],i=t[2],n=t[3],a=s.wgs84_mercator.forward([e,i]),p=a[0],l=a[1],_=s.wgs84_mercator.forward([o,n]);return[p,_[0],l,_[1]]},e.prototype._set_bokeh_ranges=function(){var t=this._get_projected_bounds(),e=t[0],o=t[1],i=t[2],n=t[3];this.frame.x_range.setv({start:e,end:o}),this.frame.y_range.setv({start:i,end:n})},e.prototype._update_center=function(t){var e=this.map.getCenter().toJSON();e[t]=this.model.map_options[t],this.map.setCenter(e),this._set_bokeh_ranges()},e.prototype._update_map_type=function(){this.map.setOptions({mapTypeId:this.map_types[this.model.map_options.map_type]})},e.prototype._update_scale_control=function(){this.map.setOptions({scaleControl:this.model.map_options.scale_control})},e.prototype._update_tilt=function(){this.map.setOptions({tilt:this.model.map_options.tilt})},e.prototype._update_options=function(){this._update_styles(),this._update_center(\"lat\"),this._update_center(\"lng\"),this._update_zoom(),this._update_map_type()},e.prototype._update_styles=function(){this.map.setOptions({styles:JSON.parse(this.model.map_options.styles)})},e.prototype._update_zoom=function(){this.map.setOptions({zoom:this.model.map_options.zoom}),this._set_bokeh_ranges()},e.prototype._map_hook=function(t,e){var o=e[0],i=e[1],n=e[2],s=e[3];this.canvas_view.map_el.style.top=i+\"px\",this.canvas_view.map_el.style.left=o+\"px\",this.canvas_view.map_el.style.width=n+\"px\",this.canvas_view.map_el.style.height=s+\"px\",null==this.map&&\"undefined\"!=typeof google&&null!=google.maps&&this._build_map()},e.prototype._paint_empty=function(t,e){var o=this.layout._width.value,i=this.layout._height.value,n=e[0],s=e[1],a=e[2],p=e[3];t.clearRect(0,0,o,i),t.beginPath(),t.moveTo(0,0),t.lineTo(0,i),t.lineTo(o,i),t.lineTo(o,0),t.lineTo(0,0),t.moveTo(n,s),t.lineTo(n+a,s),t.lineTo(n+a,s+p),t.lineTo(n,s+p),t.lineTo(n,s),t.closePath(),null!=this.model.border_fill_color&&(t.fillStyle=this.model.border_fill_color,t.fill())},e}(a.PlotView);o.GMapPlotView=l,l.__name__=\"GMapPlotView\"},\n", " function _(a,n,e){var g=a(281);e.DataRange=g.DataRange;var R=a(280);e.DataRange1d=R.DataRange1d;var r=a(184);e.FactorRange=r.FactorRange;var t=a(185);e.Range=t.Range;var v=a(225);e.Range1d=v.Range1d},\n", " function _(e,r,d){var n=e(175);d.GlyphRenderer=n.GlyphRenderer;var R=e(192);d.GraphRenderer=R.GraphRenderer;var a=e(244);d.GuideRenderer=a.GuideRenderer;var G=e(160);d.Renderer=G.Renderer},\n", " function _(a,e,c){var l=a(279);c.CategoricalScale=l.CategoricalScale;var r=a(215);c.LinearScale=r.LinearScale;var S=a(224);c.LogScale=S.LogScale;var i=a(216);c.Scale=i.Scale},\n", " function _(n,o,e){!function(n){for(var o in n)e.hasOwnProperty(o)||(e[o]=n[o])}(n(195));var i=n(173);e.Selection=i.Selection},\n", " function _(a,e,r){var o=a(388);r.ServerSentDataSource=o.ServerSentDataSource;var S=a(390);r.AjaxDataSource=S.AjaxDataSource;var t=a(170);r.ColumnDataSource=t.ColumnDataSource;var u=a(171);r.ColumnarDataSource=u.ColumnarDataSource;var D=a(191);r.CDSView=D.CDSView;var c=a(172);r.DataSource=c.DataSource;var v=a(392);r.GeoJSONDataSource=v.GeoJSONDataSource;var n=a(391);r.RemoteDataSource=n.RemoteDataSource},\n", " function _(t,e,i){var a=t(113),n=function(t){function e(e){var i=t.call(this,e)||this;return i.initialized=!1,i}return a.__extends(e,t),e.prototype.destroy=function(){t.prototype.destroy.call(this)},e.prototype.setup=function(){var t=this;this.initialized||(this.initialized=!0,new EventSource(this.data_url).onmessage=function(e){t.load_data(JSON.parse(e.data),t.mode,t.max_size)})},e}(t(389).WebDataSource);i.ServerSentDataSource=n,n.__name__=\"ServerSentDataSource\"},\n", " function _(t,a,e){var i=t(113),n=t(170),r=t(121),o=function(t){function a(a){return t.call(this,a)||this}return i.__extends(a,t),a.prototype.get_column=function(t){var a=this.data[t];return null!=a?a:[]},a.prototype.initialize=function(){t.prototype.initialize.call(this),this.setup()},a.prototype.load_data=function(t,a,e){var i,n=this.adapter;switch(i=null!=n?n.execute(this,{response:t}):t,a){case\"replace\":this.data=i;break;case\"append\":for(var r=this.data,o=0,c=this.columns();o1&&a.logger.warn(\"Bokeh does not support Polygons with holes in, only exterior ring used.\");var h=e.coordinates[0];for(c=0;c1&&a.logger.warn(\"Bokeh does not support Polygons with holes in, only exterior ring used.\"),d.push(w[0])}for(_=d.reduce(o),c=0;c<_.length;c++){var v=_[c];i=v[0],s=v[1],u=v[2];t.xs[r][c]=i,t.ys[r][c]=s,t.zs[r][c]=l(u)}break;default:throw new Error(\"Invalid GeoJSON geometry type: \"+e.type)}},t.prototype.geojson_to_column_data=function(){var e,t=JSON.parse(this.geojson);switch(t.type){case\"GeometryCollection\":if(null==t.geometries)throw new Error(\"No geometries found in GeometryCollection\");if(0===t.geometries.length)throw new Error(\"geojson.geometries must have one or more items\");e=t.geometries;break;case\"FeatureCollection\":if(null==t.features)throw new Error(\"No features found in FeaturesCollection\");if(0==t.features.length)throw new Error(\"geojson.features must have one or more items\");e=t.features;break;default:throw new Error(\"Bokeh only supports type GeometryCollection and FeatureCollection at top level\")}for(var r=0,o=0,n=e;o=Math.pow(2,i)))&&!(e<0||e>=Math.pow(2,i))},e.prototype.parent_by_tile_xyz=function(t,e,i){var o=this.tile_xyz_to_quadkey(t,e,i),r=o.substring(0,o.length-1);return this.quadkey_to_tile_xyz(r)},e.prototype.get_resolution=function(t){return this._computed_initial_resolution()/Math.pow(2,t)},e.prototype.get_resolution_by_extent=function(t,e,i){return[(t[2]-t[0])/i,(t[3]-t[1])/e]},e.prototype.get_level_by_extent=function(t,e,i){for(var o=(t[2]-t[0])/i,r=(t[3]-t[1])/e,n=Math.max(o,r),_=0,s=0,u=this._resolutions;su[s]){if(0==_)return 0;if(_>0)return _-1}_+=1}return _-1},e.prototype.get_closest_level_by_extent=function(t,e,i){var o=(t[2]-t[0])/i,r=(t[3]-t[1])/e,n=Math.max(o,r),_=this._resolutions.reduce(function(t,e){return Math.abs(e-n)h?(a=_-r,l*=p):(a*=h,l=s-n)}var y=(a-(_-r))/2,c=(l-(s-n))/2;return[r-y,n-c,_+y,s+c]},e.prototype.tms_to_wmts=function(t,e,i){return[t,Math.pow(2,i)-1-e,i]},e.prototype.wmts_to_tms=function(t,e,i){return[t,Math.pow(2,i)-1-e,i]},e.prototype.pixels_to_meters=function(t,e,i){var o=this.get_resolution(i);return[t*o-this.x_origin_offset,e*o-this.y_origin_offset]},e.prototype.meters_to_pixels=function(t,e,i){var o=this.get_resolution(i);return[(t+this.x_origin_offset)/o,(e+this.y_origin_offset)/o]},e.prototype.pixels_to_tile=function(t,e){var i=Math.ceil(t/this.tile_size);return[i=0===i?i:i-1,Math.max(Math.ceil(e/this.tile_size)-1,0)]},e.prototype.pixels_to_raster=function(t,e,i){return[t,(this.tile_size<=a;c--)for(var f=u;f<=p;f++)this.is_valid_tile(f,c,e)&&y.push([f,c,e,this.get_tile_meter_bounds(f,c,e)]);return this.sort_tiles_from_center(y,[u,a,p,h]),y},e.prototype.quadkey_to_tile_xyz=function(t){for(var e=0,i=0,o=t.length,r=o;r>0;r--){var n=1<0;r--){var n=1<0;)if(s=s.substring(0,s.length-1),t=(r=this.quadkey_to_tile_xyz(s))[0],e=r[1],i=r[2],t=(n=this.denormalize_xyz(t,e,i,_))[0],e=n[1],i=n[2],this.tiles.has(this.tile_xyz_to_key(t,e,i)))return[t,e,i];return[0,0,0]},e.prototype.normalize_xyz=function(t,e,i){if(this.wrap_around){var o=Math.pow(2,i);return[(t%o+o)%o,e,i]}return[t,e,i]},e.prototype.denormalize_xyz=function(t,e,i,o){return[t+o*Math.pow(2,i),e,i]},e.prototype.denormalize_meters=function(t,e,i,o){return[t+2*o*Math.PI*6378137,e]},e.prototype.calculate_world_x_by_tile_xyz=function(t,e,i){return Math.floor(t/Math.pow(2,i))},e}(r.TileSource);i.MercatorTileSource=u,u.__name__=\"MercatorTileSource\",u.init_MercatorTileSource()},\n", " function _(t,e,r){var i=t(113),n=t(166),o=t(121),a=function(t){function e(e){return t.call(this,e)||this}return i.__extends(e,t),e.init_TileSource=function(){this.define({url:[o.String,\"\"],tile_size:[o.Number,256],max_zoom:[o.Number,30],min_zoom:[o.Number,0],extra_url_vars:[o.Any,{}],attribution:[o.String,\"\"],x_origin_offset:[o.Number],y_origin_offset:[o.Number],initial_resolution:[o.Number]})},e.prototype.initialize=function(){t.prototype.initialize.call(this),this.tiles=new Map,this._normalize_case()},e.prototype.connect_signals=function(){var e=this;t.prototype.connect_signals.call(this),this.connect(this.change,function(){return e._clear_cache()})},e.prototype.string_lookup_replace=function(t,e){var r=t;for(var i in e){var n=e[i];r=r.replace(\"{\"+i+\"}\",n)}return r},e.prototype._normalize_case=function(){var t=this.url.replace(\"{x}\",\"{X}\").replace(\"{y}\",\"{Y}\").replace(\"{z}\",\"{Z}\").replace(\"{q}\",\"{Q}\").replace(\"{xmin}\",\"{XMIN}\").replace(\"{ymin}\",\"{YMIN}\").replace(\"{xmax}\",\"{XMAX}\").replace(\"{ymax}\",\"{YMAX}\");this.url=t},e.prototype._clear_cache=function(){this.tiles=new Map},e.prototype.tile_xyz_to_key=function(t,e,r){return t+\":\"+e+\":\"+r},e.prototype.key_to_tile_xyz=function(t){var e=t.split(\":\").map(function(t){return parseInt(t)});return[e[0],e[1],e[2]]},e.prototype.sort_tiles_from_center=function(t,e){var r=e[0],i=e[1],n=e[2],o=e[3],a=(n-r)/2+r,c=(o-i)/2+i;t.sort(function(t,e){return Math.sqrt(Math.pow(a-t[0],2)+Math.pow(c-t[1],2))-Math.sqrt(Math.pow(a-e[0],2)+Math.pow(c-e[1],2))})},e.prototype.get_image_url=function(t,e,r){return this.string_lookup_replace(this.url,this.extra_url_vars).replace(\"{X}\",t.toString()).replace(\"{Y}\",e.toString()).replace(\"{Z}\",r.toString())},e}(n.Model);r.TileSource=a,a.__name__=\"TileSource\",a.init_TileSource()},\n", " function _(r,e,t){var n=r(132);function o(r,e){return n.wgs84_mercator.forward([r,e])}function _(r,e){return n.wgs84_mercator.inverse([r,e])}t.geographic_to_meters=o,t.meters_to_geographic=_,t.geographic_extent_to_meters=function(r){var e=r[0],t=r[1],n=r[2],_=r[3],c=o(e,t),a=c[0],g=c[1],i=o(n,_);return[a,g,i[0],i[1]]},t.meters_extent_to_geographic=function(r){var e=r[0],t=r[1],n=r[2],o=r[3],c=_(e,t),a=c[0],g=c[1],i=_(n,o);return[a,g,i[0],i[1]]}},\n", " function _(t,e,r){var _=t(113),i=function(t){function e(e){return t.call(this,e)||this}return _.__extends(e,t),e.prototype.get_image_url=function(t,e,r){var _=this.string_lookup_replace(this.url,this.extra_url_vars),i=this.tms_to_wmts(t,e,r),u=i[0],n=i[1],o=i[2],l=this.tile_xyz_to_quadkey(u,n,o);return _.replace(\"{Q}\",l)},e}(t(397).MercatorTileSource);r.QUADKEYTileSource=i,i.__name__=\"QUADKEYTileSource\"},\n", " function _(e,t,i){var n=e(113),a=e(402),r=e(176),_=e(225),s=e(163),o=e(121),l=e(318),h=e(110),u=e(109),p=e(174),d=e(170),c=e(403),m=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return n.__extends(t,e),t.prototype.initialize=function(){this._tiles=[],e.prototype.initialize.call(this)},t.prototype.connect_signals=function(){var t=this;e.prototype.connect_signals.call(this),this.connect(this.model.change,function(){return t.request_render()}),this.connect(this.model.tile_source.change,function(){return t.request_render()})},t.prototype.get_extent=function(){return[this.x_range.start,this.y_range.start,this.x_range.end,this.y_range.end]},Object.defineProperty(t.prototype,\"map_plot\",{get:function(){return this.plot_model},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"map_canvas\",{get:function(){return this.plot_view.canvas_view.ctx},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"map_frame\",{get:function(){return this.plot_view.frame},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"x_range\",{get:function(){return this.map_plot.x_range},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"y_range\",{get:function(){return this.map_plot.y_range},enumerable:!0,configurable:!0}),t.prototype._set_data=function(){this.extent=this.get_extent(),this._last_height=void 0,this._last_width=void 0},t.prototype._update_attribution=function(){null!=this.attribution_el&&s.removeElement(this.attribution_el);var e=this.model.tile_source.attribution;if(u.isString(e)&&e.length>0){var t=this.plot_view,i=t.layout,n=t.frame,a=i._width.value-n._right.value,r=i._height.value-n._bottom.value,_=n._width.value;this.attribution_el=s.div({class:c.bk_tile_attribution,style:{position:\"absolute\",right:a+\"px\",bottom:r+\"px\",\"max-width\":_-4+\"px\",padding:\"2px\",\"background-color\":\"rgba(255,255,255,0.5)\",\"font-size\":\"7pt\",\"line-height\":\"1.05\",\"white-space\":\"nowrap\",overflow:\"hidden\",\"text-overflow\":\"ellipsis\"}}),this.plot_view.canvas_view.events_el.appendChild(this.attribution_el),this.attribution_el.innerHTML=e,this.attribution_el.title=this.attribution_el.textContent.replace(/\\s*\\n\\s*/g,\" \")}},t.prototype._map_data=function(){this.initial_extent=this.get_extent();var e=this.model.tile_source.get_level_by_extent(this.initial_extent,this.map_frame._height.value,this.map_frame._width.value),t=this.model.tile_source.snap_to_zoom_level(this.initial_extent,this.map_frame._height.value,this.map_frame._width.value,e);this.x_range.start=t[0],this.y_range.start=t[1],this.x_range.end=t[2],this.y_range.end=t[3],this.x_range instanceof _.Range1d&&(this.x_range.reset_start=t[0],this.x_range.reset_end=t[2]),this.y_range instanceof _.Range1d&&(this.y_range.reset_start=t[1],this.y_range.reset_end=t[3]),this._update_attribution()},t.prototype._create_tile=function(e,t,i,n,a){var r=this;void 0===a&&(a=!1);var _=this.model.tile_source.normalize_xyz(e,t,i),s=_[0],o=_[1],h=_[2],u={img:void 0,tile_coords:[e,t,i],normalized_coords:[s,o,h],quadkey:this.model.tile_source.tile_xyz_to_quadkey(e,t,i),cache_key:this.model.tile_source.tile_xyz_to_key(e,t,i),bounds:n,loaded:!1,finished:!1,x_coord:n[0],y_coord:n[3]},p=this.model.tile_source.get_image_url(s,o,h);new l.ImageLoader(p,{loaded:function(e){Object.assign(u,{img:e,loaded:!0}),a?(u.finished=!0,r.notify_finished()):r.request_render()},failed:function(){u.finished=!0}}),this.model.tile_source.tiles.set(u.cache_key,u),this._tiles.push(u)},t.prototype._enforce_aspect_ratio=function(){if(this._last_height!==this.map_frame._height.value||this._last_width!==this.map_frame._width.value){var e=this.get_extent(),t=this.model.tile_source.get_level_by_extent(e,this.map_frame._height.value,this.map_frame._width.value),i=this.model.tile_source.snap_to_zoom_level(e,this.map_frame._height.value,this.map_frame._width.value,t);this.x_range.setv({start:i[0],end:i[2]}),this.y_range.setv({start:i[1],end:i[3]}),this.extent=i,this._last_height=this.map_frame._height.value,this._last_width=this.map_frame._width.value}},t.prototype.has_finished=function(){if(!e.prototype.has_finished.call(this))return!1;if(0===this._tiles.length)return!1;for(var t=0,i=this._tiles;tn&&(a=this.extent,o=n,l=!0),l&&(this.x_range.setv({x_range:{start:a[0],end:a[2]}}),this.y_range.setv({start:a[1],end:a[3]}),this.extent=a),this.extent=a;for(var u=t.get_tiles_by_extent(a,o),p=[],d=[],c=[],m=[],f=0,g=u;f0&&(u=u.filter(function(n){return t.includes(e,n.name)})),u}},\n", " function _(t,o,e){var n=t(113),i=t(370),a=t(201),r=t(121),s=t(373),_=function(t){function o(){return null!==t&&t.apply(this,arguments)||this}return n.__extends(o,t),o.prototype._match_aspect=function(t,o,e){var n,i,a,r,s=e.bbox.aspect,_=e.bbox.h_range.end,l=e.bbox.h_range.start,u=e.bbox.v_range.end,p=e.bbox.v_range.start,h=Math.abs(t[0]-o[0]),c=Math.abs(t[1]-o[1]),m=0==c?0:h/c,v=(m>=s?[1,m/s]:[s/m,1])[0];return t[0]<=o[0]?(n=t[0],(i=t[0]+h*v)>_&&(i=_)):(i=t[0],(n=t[0]-h*v)u&&(a=u)):(a=t[1],(r=t[1]-h/s)o.end)&&(this.v_axis_only=!0),(es.end)&&(this.h_axis_only=!0)}null!=this.model.document&&this.model.document.interactive_start(this.plot_model)},n.prototype._pan=function(t){this._update(t.deltaX,t.deltaY),null!=this.model.document&&this.model.document.interactive_start(this.plot_model)},n.prototype._pan_end=function(t){this.h_axis_only=!1,this.v_axis_only=!1,null!=this.pan_info&&this.plot_view.push_state(\"pan\",{range:this.pan_info})},n.prototype._update=function(t,n){var e,i,o,s,a,r,_=this.plot_view.frame,l=t-this.last_dx,h=n-this.last_dy,d=_.bbox.h_range,p=d.start-l,u=d.end-l,c=_.bbox.v_range,f=c.start-h,v=c.end-h,y=this.model.dimensions;\"width\"!=y&&\"both\"!=y||this.v_axis_only?(e=d.start,i=d.end,o=0):(e=p,i=u,o=-l),\"height\"!=y&&\"both\"!=y||this.h_axis_only?(s=c.start,a=c.end,r=0):(s=f,a=v,r=-h),this.last_dx=t,this.last_dy=n;var m=_.xscales,b=_.yscales,x={};for(var g in m){var w=m[g].r_invert(e,i),P=w[0],T=w[1];x[g]={start:P,end:T}}var k={};for(var g in b){var V=b[g].r_invert(s,a);P=V[0],T=V[1];k[g]={start:P,end:T}}this.pan_info={xrs:x,yrs:k,sdx:o,sdy:r},this.plot_view.update_range(this.pan_info,!0)},n}(o.GestureToolView);e.PanToolView=r,r.__name__=\"PanToolView\";var _=function(t){function n(n){var e=t.call(this,n)||this;return e.tool_name=\"Pan\",e.event_type=\"pan\",e.default_order=10,e}return i.__extends(n,t),n.init_PanTool=function(){this.prototype.default_view=r,this.define({dimensions:[s.Dimensions,\"both\"]})},Object.defineProperty(n.prototype,\"tooltip\",{get:function(){return this._get_dim_tooltip(\"Pan\",this.dimensions)},enumerable:!0,configurable:!0}),Object.defineProperty(n.prototype,\"icon\",{get:function(){switch(this.dimensions){case\"both\":return a.bk_tool_icon_pan;case\"width\":return a.bk_tool_icon_xpan;case\"height\":return a.bk_tool_icon_ypan}},enumerable:!0,configurable:!0}),n}(o.GestureTool);e.PanTool=_,_.__name__=\"PanTool\",_.init_PanTool()},\n", " function _(t,e,o){var l=t(113),i=t(426),a=t(233),n=t(163),s=t(121),c=t(110),_=t(373),r=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return l.__extends(e,t),e.prototype.initialize=function(){t.prototype.initialize.call(this),this.data={sx:[],sy:[]}},e.prototype.connect_signals=function(){var e=this;t.prototype.connect_signals.call(this),this.connect(this.model.properties.active.change,function(){return e._active_change()})},e.prototype._active_change=function(){this.model.active||this._clear_data()},e.prototype._keyup=function(t){t.keyCode==n.Keys.Enter&&this._clear_data()},e.prototype._doubletap=function(t){var e=t.shiftKey;this._do_select(this.data.sx,this.data.sy,!0,e),this.plot_view.push_state(\"poly_select\",{selection:this.plot_view.get_selection()}),this._clear_data()},e.prototype._clear_data=function(){this.data={sx:[],sy:[]},this.model.overlay.update({xs:[],ys:[]})},e.prototype._tap=function(t){var e=t.sx,o=t.sy;this.plot_view.frame.bbox.contains(e,o)&&(this.data.sx.push(e),this.data.sy.push(o),this.model.overlay.update({xs:c.copy(this.data.sx),ys:c.copy(this.data.sy)}))},e.prototype._do_select=function(t,e,o,l){var i={type:\"poly\",sx:t,sy:e};this._select(i,o,l)},e.prototype._emit_callback=function(t){var e=this.computed_renderers[0],o=this.plot_view.frame,l=o.xscales[e.x_range_name],i=o.yscales[e.y_range_name],a=l.v_invert(t.sx),n=i.v_invert(t.sy),s=Object.assign({x:a,y:n},t);null!=this.model.callback&&this.model.callback.execute(this.model,{geometry:s})},e}(i.SelectToolView);o.PolySelectToolView=r,r.__name__=\"PolySelectToolView\";var y=function(){return new a.PolyAnnotation({level:\"overlay\",xs_units:\"screen\",ys_units:\"screen\",fill_color:{value:\"lightgrey\"},fill_alpha:{value:.5},line_color:{value:\"black\"},line_alpha:{value:1},line_width:{value:2},line_dash:{value:[4,4]}})},p=function(t){function e(e){var o=t.call(this,e)||this;return o.tool_name=\"Poly Select\",o.icon=_.bk_tool_icon_polygon_select,o.event_type=\"tap\",o.default_order=11,o}return l.__extends(e,t),e.init_PolySelectTool=function(){this.prototype.default_view=r,this.define({callback:[s.Any],overlay:[s.Instance,y]})},e}(i.SelectTool);o.PolySelectTool=p,p.__name__=\"PolySelectTool\",p.init_PolySelectTool()},\n", " function _(t,e,i){var n=t(113),s=t(201),r=t(167),l=t(121),a=t(370),o=t(373);function _(t){switch(t){case 1:return 2;case 2:return 1;case 4:return 5;case 5:return 4;default:return t}}function h(t,e,i,n){if(null==e)return!1;var s=i.compute(e);return Math.abs(t-s)s.right)&&(r=!1)}if(null!=s.bottom&&null!=s.top){var a=n.invert(e);(as.top)&&(r=!1)}return r}function d(t,e,i){var n=0;return t>=i.start&&t<=i.end&&(n+=1),e>=i.start&&e<=i.end&&(n+=1),n}function c(t,e,i,n){var s=e.compute(t),r=e.invert(s+i);return r>=n.start&&r<=n.end?r:t}function y(t,e,i){return t>e.start?(e.end=t,i):(e.end=e.start,e.start=t,_(i))}function f(t,e,i){return t=h&&(t.start=o,t.end=_)}i.flip_side=_,i.is_near=h,i.is_inside=u,i.sides_inside=d,i.compute_value=c,i.update_range_end_side=y,i.update_range_start_side=f,i.update_range=g;var v=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return n.__extends(e,t),e.prototype.initialize=function(){t.prototype.initialize.call(this),this.side=0,this.model.update_overlay_from_ranges()},e.prototype.connect_signals=function(){var e=this;t.prototype.connect_signals.call(this),null!=this.model.x_range&&this.connect(this.model.x_range.change,function(){return e.model.update_overlay_from_ranges()}),null!=this.model.y_range&&this.connect(this.model.y_range.change,function(){return e.model.update_overlay_from_ranges()})},e.prototype._pan_start=function(t){this.last_dx=0,this.last_dy=0;var e=this.model.x_range,i=this.model.y_range,n=this.plot_view.frame,r=n.xscales.default,l=n.yscales.default,a=this.model.overlay,o=a.left,_=a.right,d=a.top,c=a.bottom,y=this.model.overlay.properties.line_width.value()+s.EDGE_TOLERANCE;null!=e&&this.model.x_interaction&&(h(t.sx,o,r,y)?this.side=1:h(t.sx,_,r,y)?this.side=2:u(t.sx,t.sy,r,l,a)&&(this.side=3)),null!=i&&this.model.y_interaction&&(0==this.side&&h(t.sy,c,l,y)&&(this.side=4),0==this.side&&h(t.sy,d,l,y)?this.side=5:u(t.sx,t.sy,r,l,this.model.overlay)&&(3==this.side?this.side=7:this.side=6))},e.prototype._pan=function(t){var e=this.plot_view.frame,i=t.deltaX-this.last_dx,n=t.deltaY-this.last_dy,s=this.model.x_range,r=this.model.y_range,l=e.xscales.default,a=e.yscales.default;if(null!=s)if(3==this.side||7==this.side)g(s,l,i,e.x_range);else if(1==this.side){var o=c(s.start,l,i,e.x_range);this.side=f(o,s,this.side)}else if(2==this.side){var _=c(s.end,l,i,e.x_range);this.side=y(_,s,this.side)}if(null!=r)if(6==this.side||7==this.side)g(r,a,n,e.y_range);else if(4==this.side){o=c(r.start,a,n,e.y_range);this.side=f(o,r,this.side)}else if(5==this.side){_=c(r.end,a,n,e.y_range);this.side=y(_,r,this.side)}this.last_dx=t.deltaX,this.last_dy=t.deltaY},e.prototype._pan_end=function(t){this.side=0},e}(a.GestureToolView);i.RangeToolView=v,v.__name__=\"RangeToolView\";var p=function(){return new s.BoxAnnotation({level:\"overlay\",render_mode:\"canvas\",fill_color:\"lightgrey\",fill_alpha:{value:.5},line_color:{value:\"black\"},line_alpha:{value:1},line_width:{value:.5},line_dash:[2,2]})},m=function(t){function e(e){var i=t.call(this,e)||this;return i.tool_name=\"Range Tool\",i.icon=o.bk_tool_icon_range,i.event_type=\"pan\",i.default_order=1,i}return n.__extends(e,t),e.init_RangeTool=function(){this.prototype.default_view=v,this.define({x_range:[l.Instance,null],x_interaction:[l.Boolean,!0],y_range:[l.Instance,null],y_interaction:[l.Boolean,!0],overlay:[l.Instance,p]})},e.prototype.initialize=function(){t.prototype.initialize.call(this),this.overlay.in_cursor=\"grab\",this.overlay.ew_cursor=null!=this.x_range&&this.x_interaction?\"ew-resize\":null,this.overlay.ns_cursor=null!=this.y_range&&this.y_interaction?\"ns-resize\":null},e.prototype.update_overlay_from_ranges=function(){null==this.x_range&&null==this.y_range&&(this.overlay.left=null,this.overlay.right=null,this.overlay.bottom=null,this.overlay.top=null,r.logger.warn(\"RangeTool not configured with any Ranges.\")),null==this.x_range?(this.overlay.left=null,this.overlay.right=null):(this.overlay.left=this.x_range.start,this.overlay.right=this.x_range.end),null==this.y_range?(this.overlay.bottom=null,this.overlay.top=null):(this.overlay.bottom=this.y_range.start,this.overlay.top=this.y_range.end)},e}(a.GestureTool);i.RangeTool=m,m.__name__=\"RangeTool\",m.init_RangeTool()},\n", " function _(e,t,i){var s=e(113),n=e(426),o=e(121),a=e(373),r=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return s.__extends(t,e),t.prototype._tap=function(e){var t={type:\"point\",sx:e.sx,sy:e.sy},i=e.shiftKey;this._select(t,!0,i)},t.prototype._select=function(e,t,i){var s=this,n=this.model.callback;if(\"select\"==this.model.behavior){var o=this._computed_renderers_by_data_source();for(var a in o){var r=o[a],_=r[0].get_selection_manager(),l=r.map(function(e){return s.plot_view.renderer_views[e.id]});if(_.select(l,e,t,i)&&null!=n){var c=(y=this.plot_view.frame).xscales[r[0].x_range_name],p=y.yscales[r[0].y_range_name],v=c.invert(e.sx),u=p.invert(e.sy),h={geometries:Object.assign(Object.assign({},e),{x:v,y:u}),source:_.source};n.execute(this.model,h)}}this._emit_selection_event(e),this.plot_view.push_state(\"tap\",{selection:this.plot_view.get_selection()})}else for(var m=0,f=this.computed_renderers;m.9?t=.9:t<-.9&&(t=-.9),this._update_ranges(t)},t.prototype._update_ranges=function(e){var t,n,o,r,i=this.plot_view.frame,a=i.bbox.h_range,s=i.bbox.v_range,l=[a.start,a.end],_=l[0],h=l[1],d=[s.start,s.end],u=d[0],p=d[1];switch(this.model.dimension){case\"height\":var c=Math.abs(p-u);t=_,n=h,o=u-c*e,r=p-c*e;break;case\"width\":var v=Math.abs(h-_);t=_-v*e,n=h-v*e,o=u,r=p;break;default:throw new Error(\"this shouldn't have happened\")}var f=i.xscales,m=i.yscales,w={};for(var b in f){var g=f[b].r_invert(t,n),y=g[0],P=g[1];w[b]={start:y,end:P}}var T={};for(var b in m){var W=m[b].r_invert(o,r);y=W[0],P=W[1];T[b]={start:y,end:P}}var x={xrs:w,yrs:T,factor:e};this.plot_view.push_state(\"wheel_pan\",{range:x}),this.plot_view.update_range(x,!1,!0),null!=this.model.document&&this.model.document.interactive_start(this.plot_model)},t}(r.GestureToolView);n.WheelPanToolView=s,s.__name__=\"WheelPanToolView\";var l=function(e){function t(t){var n=e.call(this,t)||this;return n.tool_name=\"Wheel Pan\",n.icon=a.bk_tool_icon_wheel_pan,n.event_type=\"scroll\",n.default_order=12,n}return o.__extends(t,e),t.init_WheelPanTool=function(){this.prototype.default_view=s,this.define({dimension:[i.Dimension,\"width\"]}),this.internal({speed:[i.Number,.001]})},Object.defineProperty(t.prototype,\"tooltip\",{get:function(){return this._get_dim_tooltip(this.tool_name,this.dimension)},enumerable:!0,configurable:!0}),t}(r.GestureTool);n.WheelPanTool=l,l.__name__=\"WheelPanTool\",l.init_WheelPanTool()},\n", " function _(e,o,t){var i=e(113),n=e(370),l=e(416),s=e(121),_=e(197),r=e(373),a=function(e){function o(){return null!==e&&e.apply(this,arguments)||this}return i.__extends(o,e),o.prototype._pinch=function(e){var o,t=e.sx,i=e.sy,n=e.scale;o=n>=1?20*(n-1):-20/n,this._scroll({type:\"wheel\",sx:t,sy:i,delta:o})},o.prototype._scroll=function(e){var o=this.plot_view.frame,t=o.bbox.h_range,i=o.bbox.v_range,n=e.sx,s=e.sy,_=this.model.dimensions,r=(\"width\"==_||\"both\"==_)&&t.start=0){var v=d.match(/\\$color(\\[.*\\])?:(\\w*)/),y=v[1],x=void 0===y?\"\":y,g=v[2],b=e.get_column(g);if(null==b){var w=_.span({},g+\" unknown\");m.appendChild(w);continue}var k=x.indexOf(\"hex\")>=0,T=x.indexOf(\"swatch\")>=0,H=u.isNumber(t)?b[t]:null;if(null==H){var C=_.span({},\"(null)\");m.appendChild(C);continue}k&&(H=h.color2hex(H));var G=_.span({},H);m.appendChild(G),T&&(G=_.span({class:f.bk_tooltip_color_block,style:{backgroundColor:H}},\" \"),m.appendChild(G))}else{(G=_.span()).innerHTML=c.replace_placeholders(d.replace(\"$~\",\"$data_\"),e,t,this.model.formatters,n),m.appendChild(G)}}return o},t}(o.InspectToolView);n.HoverToolView=b,b.__name__=\"HoverToolView\";var w=function(e){function t(t){var n=e.call(this,t)||this;return n.tool_name=\"Hover\",n.icon=y.bk_tool_icon_hover,n}return i.__extends(t,e),t.init_HoverTool=function(){this.prototype.default_view=b,this.define({tooltips:[p.Any,[[\"index\",\"$index\"],[\"data (x, y)\",\"($x, $y)\"],[\"screen (x, y)\",\"($sx, $sy)\"]]],formatters:[p.Any,{}],renderers:[p.Any,\"auto\"],names:[p.Array,[]],mode:[p.HoverMode,\"mouse\"],point_policy:[p.PointPolicy,\"snap_to_data\"],line_policy:[p.LinePolicy,\"nearest\"],show_arrow:[p.Boolean,!0],anchor:[p.Anchor,\"center\"],attachment:[p.TooltipAttachment,\"horizontal\"],callback:[p.Any]})},t}(o.InspectTool);n.HoverTool=w,w.__name__=\"HoverTool\",w.init_HoverTool()},\n", " function _(t,e,o){var n=t(113),i=t(121),r=t(116),c=t(166),l=t(364),u=function(t){function e(e){return t.call(this,e)||this}return n.__extends(e,t),e.init_ToolProxy=function(){this.define({tools:[i.Array,[]],active:[i.Boolean,!1],disabled:[i.Boolean,!1]})},Object.defineProperty(e.prototype,\"button_view\",{get:function(){return this.tools[0].button_view},enumerable:!0,configurable:!0}),Object.defineProperty(e.prototype,\"event_type\",{get:function(){return this.tools[0].event_type},enumerable:!0,configurable:!0}),Object.defineProperty(e.prototype,\"tooltip\",{get:function(){return this.tools[0].tooltip},enumerable:!0,configurable:!0}),Object.defineProperty(e.prototype,\"tool_name\",{get:function(){return this.tools[0].tool_name},enumerable:!0,configurable:!0}),Object.defineProperty(e.prototype,\"icon\",{get:function(){return this.tools[0].computed_icon},enumerable:!0,configurable:!0}),Object.defineProperty(e.prototype,\"computed_icon\",{get:function(){return this.icon},enumerable:!0,configurable:!0}),Object.defineProperty(e.prototype,\"toggleable\",{get:function(){var t=this.tools[0];return t instanceof l.InspectTool&&t.toggleable},enumerable:!0,configurable:!0}),e.prototype.initialize=function(){t.prototype.initialize.call(this),this.do=new r.Signal0(this,\"do\")},e.prototype.connect_signals=function(){var e=this;t.prototype.connect_signals.call(this),this.connect(this.do,function(){return e.doit()}),this.connect(this.properties.active.change,function(){return e.set_active()})},e.prototype.doit=function(){for(var t=0,e=this.tools;t0)if(\"multi\"==u)for(var w=0,T=z;w0&&this.actions.push(x(z))}for(var m in this.inspectors=[],i){(z=i[m]).length>0&&this.inspectors.push(x(z,!0))}for(var V in this.gestures){0!=(_=this.gestures[V]).tools.length&&(_.tools=r.sort_by(_.tools,function(t){return t.default_order}),\"pinch\"!=V&&\"scroll\"!=V&&\"multi\"!=V&&(_.tools[0].active=!0))}},o}(s.ToolbarBase);i.ProxyToolbar=p,p.__name__=\"ProxyToolbar\";var c=function(t){function o(){return null!==t&&t.apply(this,arguments)||this}return e.__extends(o,t),o.prototype.initialize=function(){this.model.toolbar.toolbar_location=this.model.toolbar_location,t.prototype.initialize.call(this)},Object.defineProperty(o.prototype,\"child_models\",{get:function(){return[this.model.toolbar]},enumerable:!0,configurable:!0}),o.prototype._update_layout=function(){this.layout=new h.ContentBox(this.child_views[0].el),this.model.toolbar.horizontal?this.layout.set_sizing({width_policy:\"fit\",min_width:100,height_policy:\"fixed\"}):this.layout.set_sizing({width_policy:\"fixed\",height_policy:\"fit\",min_height:100})},o}(a.LayoutDOMView);i.ToolbarBoxView=c,c.__name__=\"ToolbarBoxView\";var u=function(t){function o(o){return t.call(this,o)||this}return e.__extends(o,t),o.init_ToolbarBox=function(){this.prototype.default_view=c,this.define({toolbar:[n.Instance],toolbar_location:[n.Location,\"right\"]})},o}(a.LayoutDOM);i.ToolbarBox=u,u.__name__=\"ToolbarBox\",u.init_ToolbarBox()},\n", " function _(e,n,t){var d=e(106),i=e(163),o=e(442);t.index={},t.add_document_standalone=function(e,n,a,l){void 0===a&&(a={}),void 0===l&&(l=!1);var r={};function v(e){var d;e.id in a?d=a[e.id]:n.classList.contains(o.BOKEH_ROOT)?d=n:(d=i.div({class:o.BOKEH_ROOT}),n.appendChild(d));var l=function(e){var n=new e.default_view({model:e,parent:null});return t.index[e.id]=n,n}(e);l.renderTo(d),r[e.id]=l}for(var c=0,u=e.roots();c\");if(\"SCRIPT\"==r.tagName){var t=n.div({class:o.BOKEH_ROOT});n.replaceWith(r,t),r=t}return r}o.BOKEH_ROOT=t.bk_root,o._resolve_element=function(e){var r=e.elementid;return null!=r?l(r):document.body},o._resolve_root_elements=function(e){var r={};if(null!=e.roots)for(var o in e.roots)r[o]=l(e.roots[o]);return r}},\n", " function _(n,o,t){var e=n(444),r=n(167),a=n(441);t._get_ws_url=function(n,o){var t,e=\"ws:\";return\"https:\"==window.location.protocol&&(e=\"wss:\"),null!=o?(t=document.createElement(\"a\")).href=o:t=window.location,null!=n?\"/\"==n&&(n=\"\"):n=t.pathname.replace(/\\/+$/,\"\"),e+\"//\"+t.host+n+\"/ws\"};var i={};t.add_document_from_session=function(n,o,t,s,u){void 0===s&&(s={}),void 0===u&&(u=!1);var c=window.location.search.substr(1);return function(n,o,t){n in i||(i[n]={});var r=i[n];return o in r||(r[o]=e.pull_session(n,o,t)),r[o]}(n,o,c).then(function(n){return a.add_document_standalone(n.document,t,s,u)},function(n){throw r.logger.error(\"Failed to load Bokeh session \"+o+\": \"+n),n})}},\n", " function _(e,n,o){var t=e(167),s=e(106),r=e(445),i=e(446),c=e(447);o.DEFAULT_SERVER_WEBSOCKET_URL=\"ws://localhost:5006/ws\",o.DEFAULT_SESSION_ID=\"default\";var l=0,_=function(){function e(e,n,s,r,c){void 0===e&&(e=o.DEFAULT_SERVER_WEBSOCKET_URL),void 0===n&&(n=o.DEFAULT_SESSION_ID),void 0===s&&(s=null),void 0===r&&(r=null),void 0===c&&(c=null),this.url=e,this.id=n,this.args_string=s,this._on_have_session_hook=r,this._on_closed_permanently_hook=c,this._number=l++,this.socket=null,this.session=null,this.closed_permanently=!1,this._current_handler=null,this._pending_ack=null,this._pending_replies={},this._pending_messages=[],this._receiver=new i.Receiver,t.logger.debug(\"Creating websocket \"+this._number+\" to '\"+this.url+\"' session '\"+this.id+\"'\")}return e.prototype.connect=function(){var e=this;if(this.closed_permanently)return Promise.reject(new Error(\"Cannot connect() a closed ClientConnection\"));if(null!=this.socket)return Promise.reject(new Error(\"Already connected\"));this._pending_replies={},this._current_handler=null;try{var n=this.url+\"?bokeh-protocol-version=1.0&bokeh-session-id=\"+this.id;return null!=this.args_string&&this.args_string.length>0&&(n+=\"&\"+this.args_string),this.socket=new WebSocket(n),new Promise(function(n,o){e.socket.binaryType=\"arraybuffer\",e.socket.onopen=function(){return e._on_open(n,o)},e.socket.onmessage=function(n){return e._on_message(n)},e.socket.onclose=function(n){return e._on_close(n)},e.socket.onerror=function(){return e._on_error(o)}})}catch(e){return t.logger.error(\"websocket creation failed to url: \"+this.url),t.logger.error(\" - \"+e),Promise.reject(e)}},e.prototype.close=function(){this.closed_permanently||(t.logger.debug(\"Permanently closing websocket connection \"+this._number),this.closed_permanently=!0,null!=this.socket&&this.socket.close(1e3,\"close method called on ClientConnection \"+this._number),this.session._connection_closed(),null!=this._on_closed_permanently_hook&&(this._on_closed_permanently_hook(),this._on_closed_permanently_hook=null))},e.prototype._schedule_reconnect=function(e){var n=this;setTimeout(function(){n.closed_permanently||t.logger.info(\"Websocket connection \"+n._number+\" disconnected, will not attempt to reconnect\")},e)},e.prototype.send=function(e){if(null==this.socket)throw new Error(\"not connected so cannot send \"+e);e.send(this.socket)},e.prototype.send_with_reply=function(e){var n=this;return new Promise(function(o,t){n._pending_replies[e.msgid()]=[o,t],n.send(e)}).then(function(e){if(\"ERROR\"===e.msgtype())throw new Error(\"Error reply \"+e.content.text);return e},function(e){throw e})},e.prototype._pull_doc_json=function(){var e=r.Message.create(\"PULL-DOC-REQ\",{});return this.send_with_reply(e).then(function(e){if(!(\"doc\"in e.content))throw new Error(\"No 'doc' field in PULL-DOC-REPLY\");return e.content.doc},function(e){throw e})},e.prototype._repull_session_doc=function(){var e=this;null==this.session?t.logger.debug(\"Pulling session for first time\"):t.logger.debug(\"Repulling session\"),this._pull_doc_json().then(function(n){if(null==e.session)if(e.closed_permanently)t.logger.debug(\"Got new document after connection was already closed\");else{var o=s.Document.from_json(n),i=s.Document._compute_patch_since_json(n,o);if(i.events.length>0){t.logger.debug(\"Sending \"+i.events.length+\" changes from model construction back to server\");var l=r.Message.create(\"PATCH-DOC\",{},i);e.send(l)}e.session=new c.ClientSession(e,o,e.id);for(var _=0,h=e._pending_messages;_0)throw new Error(\"BokehJS only supports receiving buffers, not sending\");var t=JSON.stringify(this.header),r=JSON.stringify(this.metadata),n=JSON.stringify(this.content);e.send(t),e.send(r),e.send(n)},e.prototype.msgid=function(){return this.header.msgid},e.prototype.msgtype=function(){return this.header.msgtype},e.prototype.reqid=function(){return this.header.reqid},e.prototype.problem=function(){return\"msgid\"in this.header?\"msgtype\"in this.header?null:\"No msgtype in header\":\"No msgid in header\"},e}();r.Message=s,s.__name__=\"Message\"},\n", " function _(t,e,s){var r=t(445),_=function(){function t(){this.message=null,this._partial=null,this._fragments=[],this._buf_header=null,this._current_consumer=this._HEADER}return t.prototype.consume=function(t){this._current_consumer(t)},t.prototype._HEADER=function(t){this._assume_text(t),this.message=null,this._partial=null,this._fragments=[t],this._buf_header=null,this._current_consumer=this._METADATA},t.prototype._METADATA=function(t){this._assume_text(t),this._fragments.push(t),this._current_consumer=this._CONTENT},t.prototype._CONTENT=function(t){this._assume_text(t),this._fragments.push(t);var e=this._fragments.slice(0,3),s=e[0],_=e[1],i=e[2];this._partial=r.Message.assemble(s,_,i),this._check_complete()},t.prototype._BUFFER_HEADER=function(t){this._assume_text(t),this._buf_header=t,this._current_consumer=this._BUFFER_PAYLOAD},t.prototype._BUFFER_PAYLOAD=function(t){this._assume_binary(t),this._partial.assemble_buffer(this._buf_header,t),this._check_complete()},t.prototype._assume_text=function(t){if(t instanceof ArrayBuffer)throw new Error(\"Expected text fragment but received binary fragment\")},t.prototype._assume_binary=function(t){if(!(t instanceof ArrayBuffer))throw new Error(\"Expected binary fragment but received text fragment\")},t.prototype._check_complete=function(){this._partial.complete()?(this.message=this._partial,this._current_consumer=this._HEADER):this._current_consumer=this._BUFFER_HEADER},t}();s.Receiver=_,_.__name__=\"Receiver\"},\n", " function _(e,t,n){var o=e(106),i=e(445),r=e(167),s=function(){function e(e,t,n){var o=this;this._connection=e,this.document=t,this.id=n,this._document_listener=function(e){return o._document_changed(e)},this.document.on_change(this._document_listener),this.event_manager=this.document.event_manager,this.event_manager.session=this}return e.prototype.handle=function(e){var t=e.msgtype();\"PATCH-DOC\"===t?this._handle_patch(e):\"OK\"===t?this._handle_ok(e):\"ERROR\"===t?this._handle_error(e):r.logger.debug(\"Doing nothing with message \"+e.msgtype())},e.prototype.close=function(){this._connection.close()},e.prototype.send_event=function(e){var t=i.Message.create(\"EVENT\",{},JSON.stringify(e.to_json()));this._connection.send(t)},e.prototype._connection_closed=function(){this.document.remove_on_change(this._document_listener)},e.prototype.request_server_info=function(){var e=i.Message.create(\"SERVER-INFO-REQ\",{});return this._connection.send_with_reply(e).then(function(e){return e.content})},e.prototype.force_roundtrip=function(){return this.request_server_info().then(function(e){})},e.prototype._document_changed=function(e){if(e.setter_id!==this.id&&(!(e instanceof o.ModelChangedEvent)||e.attr in e.model.serializable_attributes())){var t=i.Message.create(\"PATCH-DOC\",{},this.document.create_json_patch([e]));this._connection.send(t)}},e.prototype._handle_patch=function(e){this.document.apply_json_patch(e.content,e.buffers,this.id)},e.prototype._handle_ok=function(e){r.logger.trace(\"Unhandled OK reply to \"+e.reqid())},e.prototype._handle_error=function(e){r.logger.error(\"Unhandled ERROR reply to \"+e.reqid()+\": \"+e.content.text)},e}();n.ClientSession=s,s.__name__=\"ClientSession\"},\n", " function _(e,o,t){var n=e(106),r=e(446),s=e(167),i=e(125),a=e(441),l=e(442);function c(e,o){o.buffers.length>0?e.consume(o.buffers[0].buffer):e.consume(o.content.data);var t=e.message;null!=t&&this.apply_json_patch(t.content,t.buffers)}function g(e,o){if(\"undefined\"!=typeof Jupyter&&null!=Jupyter.notebook.kernel){s.logger.info(\"Registering Jupyter comms for target \"+e);var n=Jupyter.notebook.kernel.comm_manager;try{n.register_target(e,function(t){s.logger.info(\"Registering Jupyter comms for target \"+e);var n=new r.Receiver;t.on_msg(c.bind(o,n))})}catch(e){s.logger.warn(\"Jupyter comms failed to register. push_notebook() will not function. (exception reported: \"+e+\")\")}}else if(o.roots()[0].id in t.kernels){s.logger.info(\"Registering JupyterLab comms for target \"+e);var i=t.kernels[o.roots()[0].id];try{i.registerCommTarget(e,function(t){s.logger.info(\"Registering JupyterLab comms for target \"+e);var n=new r.Receiver;t.onMsg=c.bind(o,n)})}catch(e){s.logger.warn(\"Jupyter comms failed to register. push_notebook() will not function. (exception reported: \"+e+\")\")}}else console.warn(\"Jupyter notebooks comms not available. push_notebook() will not function. If running JupyterLab ensure the latest @bokeh/jupyter_bokeh extension is installed. In an exported notebook this warning is expected.\")}e(374),e(449),t.kernels={},t.embed_items_notebook=function(e,o){if(1!=i.size(e))throw new Error(\"embed_items_notebook expects exactly one document in docs_json\");for(var t=n.Document.from_json(i.values(e)[0]),r=0,s=o;r0&&(this.model.value=this.menu.children[this._hover_index].textContent,this.input_el.focus(),this._hide_menu())},t.prototype._update_completions=function(e){s.empty(this.menu);for(var t=0,n=e;t0&&this.menu.children[0].classList.add(r.bk_active)},t.prototype._show_menu=function(){var e=this;if(!this._open){this._open=!0,this._hover_index=0,this._last_value=this.model.value,s.display(this.menu);var t=function(n){var i=n.target;i instanceof HTMLElement&&!e.el.contains(i)&&(document.removeEventListener(\"click\",t),e._hide_menu())};document.addEventListener(\"click\",t)}},t.prototype._hide_menu=function(){this._open&&(this._open=!1,s.undisplay(this.menu))},t.prototype._menu_click=function(e){e.target!=e.currentTarget&&e.target instanceof Element&&(this.model.value=e.target.textContent,this.input_el.focus(),this._hide_menu())},t.prototype._menu_hover=function(e){if(e.target!=e.currentTarget&&e.target instanceof Element){var t=0;for(t=0;t0&&(this.menu.children[this._hover_index].classList.remove(r.bk_active),this._hover_index=u.clamp(e,0,t-1),this.menu.children[this._hover_index].classList.add(r.bk_active))},t.prototype._keydown=function(e){},t.prototype._keyup=function(e){switch(e.keyCode){case s.Keys.Enter:this.change_input();break;case s.Keys.Esc:this._hide_menu();break;case s.Keys.Up:this._bump_hover(this._hover_index-1);break;case s.Keys.Down:this._bump_hover(this._hover_index+1);break;default:var t=this.input_el.value;if(t.length *:not(:first-child) {\\n margin-left: 5px;\\n}\\n.bk-root .bk-input-group input[type=\"checkbox\"] + span,\\n.bk-root .bk-input-group input[type=\"radio\"] + span {\\n position: relative;\\n top: -2px;\\n margin-left: 3px;\\n}\\n'),t.bk_input=\"bk-input\",t.bk_input_group=\"bk-input-group\"},\n", " 482: function _(t,n,i){var e=t(113),o=t(474),u=t(376),c=t(121),r=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return e.__extends(n,t),n.prototype.click=function(){this.model.clicks=this.model.clicks+1,this.model.trigger_event(new u.ButtonClick),t.prototype.click.call(this)},n}(o.AbstractButtonView);i.ButtonView=r,r.__name__=\"ButtonView\";var l=function(t){function n(n){return t.call(this,n)||this}return e.__extends(n,t),n.init_Button=function(){this.prototype.default_view=r,this.define({clicks:[c.Number,0]}),this.override({label:\"Button\"})},n}(o.AbstractButton);i.Button=l,l.__name__=\"Button\",l.init_Button()},\n", " 483: function _(t,e,o){var n=t(113),i=t(484),u=t(163),c=t(117),r=t(121),a=t(240),h=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return n.__extends(e,t),Object.defineProperty(e.prototype,\"active\",{get:function(){return new c.Set(this.model.active)},enumerable:!0,configurable:!0}),e.prototype.change_active=function(t){var e=this.active;e.toggle(t),this.model.active=e.values,null!=this.model.callback&&this.model.callback.execute(this.model)},e.prototype._update_active=function(){var t=this.active;this._buttons.forEach(function(e,o){u.classes(e).toggle(a.bk_active,t.has(o))})},e}(i.ButtonGroupView);o.CheckboxButtonGroupView=h,h.__name__=\"CheckboxButtonGroupView\";var l=function(t){function e(e){return t.call(this,e)||this}return n.__extends(e,t),e.init_CheckboxButtonGroup=function(){this.prototype.default_view=h,this.define({active:[r.Array,[]]})},e}(i.ButtonGroup);o.CheckboxButtonGroup=l,l.__name__=\"CheckboxButtonGroup\",l.init_CheckboxButtonGroup()},\n", " 484: function _(t,n,e){var o=t(113),i=t(475),r=t(163),u=t(121),a=t(347),s=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return o.__extends(n,t),n.prototype.connect_signals=function(){var n=this;t.prototype.connect_signals.call(this);var e=this.model.properties;this.on_change(e.button_type,function(){return n.render()}),this.on_change(e.labels,function(){return n.render()}),this.on_change(e.active,function(){return n._update_active()})},n.prototype.render=function(){var n=this;t.prototype.render.call(this),this._buttons=this.model.labels.map(function(t,e){var o=r.div({class:[a.bk_btn,a.bk_btn_type(n.model.button_type)],disabled:n.model.disabled},t);return o.addEventListener(\"click\",function(){return n.change_active(e)}),o}),this._update_active();var e=r.div({class:a.bk_btn_group},this._buttons);this.el.appendChild(e)},n}(i.ControlView);e.ButtonGroupView=s,s.__name__=\"ButtonGroupView\";var _=function(t){function n(n){return t.call(this,n)||this}return o.__extends(n,t),n.init_ButtonGroup=function(){this.define({labels:[u.Array,[]],button_type:[u.ButtonType,\"default\"],callback:[u.Any]})},n}(i.Control);e.ButtonGroup=_,_.__name__=\"ButtonGroup\",_.init_ButtonGroup()},\n", " 485: function _(e,t,n){var i=e(113),l=e(486),o=e(163),a=e(110),r=e(117),c=e(121),u=e(240),h=e(481),p=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return i.__extends(t,e),t.prototype.render=function(){var t=this;e.prototype.render.call(this);var n=o.div({class:[h.bk_input_group,this.model.inline?u.bk_inline:null]});this.el.appendChild(n);for(var i=this.model,l=i.active,r=i.labels,c=function(e){var i=o.input({type:\"checkbox\",value:\"\"+e});i.addEventListener(\"change\",function(){return t.change_active(e)}),p.model.disabled&&(i.disabled=!0),a.includes(l,e)&&(i.checked=!0);var c=o.label({},i,o.span({},r[e]));n.appendChild(c)},p=this,s=0;sn||this._o.position.indexOf(\"right\")>-1&&a-e+t.offsetWidth>0)&&(a=a-e+t.offsetWidth),(this._o.reposition&&r+i>o+s||this._o.position.indexOf(\"top\")>-1&&r-i-t.offsetHeight>0)&&(r=r-i-t.offsetHeight),this.el.style.left=a+\"px\",this.el.style.top=r+\"px\"}};var d=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return n.__extends(e,t),e.prototype.connect_signals=function(){var e=this;t.prototype.connect_signals.call(this),this.connect(this.model.change,function(){return e.render()})},e.prototype.render=function(){var e=this;null!=this._picker&&this._picker.destroy(),t.prototype.render.call(this),this.input_el=s.input({type:\"text\",class:r.bk_input,disabled:this.model.disabled}),this.group_el.appendChild(this.input_el),this._picker=new a({field:this.input_el,defaultDate:this._unlocal_date(new Date(this.model.value)),setDefaultDate:!0,minDate:null!=this.model.min_date?this._unlocal_date(new Date(this.model.min_date)):void 0,maxDate:null!=this.model.max_date?this._unlocal_date(new Date(this.model.max_date)):void 0,onSelect:function(t){return e._on_select(t)}}),this._root_element.appendChild(this._picker.el)},e.prototype._unlocal_date=function(t){var e=6e4*t.getTimezoneOffset();t.setTime(t.getTime()-e);var i=t.toISOString().substr(0,10).split(\"-\");return new Date(Number(i[0]),Number(i[1])-1,Number(i[2]))},e.prototype._on_select=function(t){this.model.value=t.toDateString(),this.change_input()},e}(o.InputWidgetView);i.DatePickerView=d,d.__name__=\"DatePickerView\";var h=function(t){function e(e){return t.call(this,e)||this}return n.__extends(e,t),e.init_DatePicker=function(){this.prototype.default_view=d,this.define({value:[l.Any,(new Date).toDateString()],min_date:[l.Any],max_date:[l.Any]})},e}(o.InputWidget);i.DatePicker=h,h.__name__=\"DatePicker\",h.init_DatePicker()},\n", " 489: function _(e,t,n){var a=function(e,t,n,a){e.addEventListener(t,n,!!a)},i=function(e,t,n,a){e.removeEventListener(t,n,!!a)},s=function(e,t){return-1!==(\" \"+e.className+\" \").indexOf(\" \"+t+\" \")},o=function(e,t){s(e,t)||(e.className=\"\"===e.className?t:e.className+\" \"+t)},r=function(e,t){var n;e.className=(n=(\" \"+e.className+\" \").replace(\" \"+t+\" \",\" \")).trim?n.trim():n.replace(/^\\s+|\\s+$/g,\"\")},l=function(e){return/Array/.test(Object.prototype.toString.call(e))},h=function(e){return/Date/.test(Object.prototype.toString.call(e))&&!isNaN(e.getTime())},d=function(e){var t=e.getDay();return 0===t||6===t},u=function(e){\n", " // solution lifted from date.js (MIT license): https://github.com/datejs/Datejs\n", " return e%4==0&&e%100!=0||e%400==0},c=function(e,t){return[31,u(e)?29:28,31,30,31,30,31,31,30,31,30,31][t]},f=function(e){h(e)&&e.setHours(0,0,0,0)},g=function(e,t){return e.getTime()===t.getTime()},m=function(e,t,n){var a,i;for(a in t)(i=void 0!==e[a])&&\"object\"==typeof t[a]&&null!==t[a]&&void 0===t[a].nodeName?h(t[a])?n&&(e[a]=new Date(t[a].getTime())):l(t[a])?n&&(e[a]=t[a].slice(0)):e[a]=m({},t[a],n):!n&&i||(e[a]=t[a]);return e},p=function(e,t,n){var a;document.createEvent?((a=document.createEvent(\"HTMLEvents\")).initEvent(t,!0,!1),a=m(a,n),e.dispatchEvent(a)):document.createEventObject&&(a=document.createEventObject(),a=m(a,n),e.fireEvent(\"on\"+t,a))},y=function(e){return e.month<0&&(e.year-=Math.ceil(Math.abs(e.month)/12),e.month+=12),e.month>11&&(e.year+=Math.floor(Math.abs(e.month)/12),e.month-=12),e},D={field:null,bound:void 0,ariaLabel:\"Use the arrow keys to pick a date\",position:\"bottom left\",reposition:!0,format:\"YYYY-MM-DD\",toString:null,parse:null,defaultDate:null,setDefaultDate:!1,firstDay:0,formatStrict:!1,minDate:null,maxDate:null,yearRange:10,showWeekNumber:!1,pickWholeWeek:!1,minYear:0,maxYear:9999,minMonth:void 0,maxMonth:void 0,startRange:null,endRange:null,isRTL:!1,yearSuffix:\"\",showMonthAfterYear:!1,showDaysInNextAndPreviousMonths:!1,enableSelectionDaysInNextAndPreviousMonths:!1,numberOfMonths:1,mainCalendar:\"left\",container:void 0,blurFieldOnSelect:!0,i18n:{previousMonth:\"Previous Month\",nextMonth:\"Next Month\",months:[\"January\",\"February\",\"March\",\"April\",\"May\",\"June\",\"July\",\"August\",\"September\",\"October\",\"November\",\"December\"],weekdays:[\"Sunday\",\"Monday\",\"Tuesday\",\"Wednesday\",\"Thursday\",\"Friday\",\"Saturday\"],weekdaysShort:[\"Sun\",\"Mon\",\"Tue\",\"Wed\",\"Thu\",\"Fri\",\"Sat\"]},theme:null,events:[],onSelect:null,onOpen:null,onClose:null,onDraw:null,keyboardInput:!0},b=function(e,t,n){for(t+=e.firstDay;t>=7;)t-=7;return n?e.i18n.weekdaysShort[t]:e.i18n.weekdays[t]},_=function(e){var t=[],n=\"false\";if(e.isEmpty){if(!e.showDaysInNextAndPreviousMonths)return'';t.push(\"is-outside-current-month\"),e.enableSelectionDaysInNextAndPreviousMonths||t.push(\"is-selection-disabled\")}return e.isDisabled&&t.push(\"is-disabled\"),e.isToday&&t.push(\"is-today\"),e.isSelected&&(t.push(\"is-selected\"),n=\"true\"),e.hasEvent&&t.push(\"has-event\"),e.isInRange&&t.push(\"is-inrange\"),e.isStartRange&&t.push(\"is-startrange\"),e.isEndRange&&t.push(\"is-endrange\"),'\"},v=function(e,t,n){return''+function(e){e.setHours(0,0,0,0);var t=e.getDate(),n=e.getDay(),a=function(e){return(e+7-1)%7};e.setDate(t+3-a(n));var i=new Date(e.getFullYear(),0,4),s=(e.getTime()-i.getTime())/864e5;return 1+Math.round((s-3+a(i.getDay()))/7)}(new Date(n,t,e))+\"\"},w=function(e,t,n,a){return''+(t?e.reverse():e).join(\"\")+\"\"},k=function(e,t,n,a,i,s){var o,r,h,d,u,c=e._o,f=n===c.minYear,g=n===c.maxYear,m='
',p=!0,y=!0;for(h=[],o=0;o<12;o++)h.push('\");for(d='
'+c.i18n.months[a]+'
\",l(c.yearRange)?(o=c.yearRange[0],r=c.yearRange[1]+1):(o=n-c.yearRange,r=1+n+c.yearRange),h=[];o=c.minYear&&h.push('\");return u='
'+n+c.yearSuffix+'
\",c.showMonthAfterYear?m+=u+d:m+=d+u,f&&(0===a||c.minMonth>=a)&&(p=!1),g&&(11===a||c.maxMonth<=a)&&(y=!1),0===t&&(m+='\"),t===e._o.numberOfMonths-1&&(m+='\"),m+\"
\"},M=function(e,t,n){return''+function(e){var t,n=[];for(e.showWeekNumber&&n.push(\"\"),t=0;t<7;t++)n.push('\");return\"\"+(e.isRTL?n.reverse():n).join(\"\")+\"\"}(e)+(\"\"+t.join(\"\")+\"\")+\"
'+b(e,t,!0)+\"
\"},x=function(e){var t=this,n=t.config(e);t._onMouseDown=function(e){if(t._v){var a=(e=e||window.event).target||e.srcElement;if(a)if(s(a,\"is-disabled\")||(!s(a,\"pika-button\")||s(a,\"is-empty\")||s(a.parentNode,\"is-disabled\")?s(a,\"pika-prev\")?t.prevMonth():s(a,\"pika-next\")&&t.nextMonth():(t.setDate(new Date(a.getAttribute(\"data-pika-year\"),a.getAttribute(\"data-pika-month\"),a.getAttribute(\"data-pika-day\"))),n.bound&&setTimeout(function(){t.hide(),n.blurFieldOnSelect&&n.field&&n.field.blur()},100))),s(a,\"pika-select\"))t._c=!0;else{if(!e.preventDefault)return e.returnValue=!1,!1;e.preventDefault()}}},t._onChange=function(e){var n=(e=e||window.event).target||e.srcElement;n&&(s(n,\"pika-select-month\")?t.gotoMonth(n.value):s(n,\"pika-select-year\")&&t.gotoYear(n.value))},t._onKeyChange=function(e){if(e=e||window.event,t.isVisible())switch(e.keyCode){case 13:case 27:n.field&&n.field.blur();break;case 37:t.adjustDate(\"subtract\",1);break;case 38:t.adjustDate(\"subtract\",7);break;case 39:t.adjustDate(\"add\",1);break;case 40:t.adjustDate(\"add\",7);break;case 8:case 46:t.setDate(null)}},t._parseFieldValue=function(){return n.parse?n.parse(n.field.value,n.format):new Date(Date.parse(n.field.value))},t._onInputChange=function(e){var n;e.firedBy!==t&&(n=t._parseFieldValue(),h(n)&&t.setDate(n),t._v||t.show())},t._onInputFocus=function(){t.show()},t._onInputClick=function(){t.show()},t._onInputBlur=function(){var e=document.activeElement;do{if(s(e,\"pika-single\"))return}while(e=e.parentNode);t._c||(t._b=setTimeout(function(){t.hide()},50)),t._c=!1},t._onClick=function(e){var a=(e=e||window.event).target||e.srcElement,i=a;if(a){do{if(s(i,\"pika-single\")||i===n.trigger)return}while(i=i.parentNode);t._v&&a!==n.trigger&&i!==n.trigger&&t.hide()}},t.el=document.createElement(\"div\"),t.el.className=\"pika-single\"+(n.isRTL?\" is-rtl\":\"\")+(n.theme?\" \"+n.theme:\"\"),a(t.el,\"mousedown\",t._onMouseDown,!0),a(t.el,\"touchend\",t._onMouseDown,!0),a(t.el,\"change\",t._onChange),n.keyboardInput&&a(document,\"keydown\",t._onKeyChange),n.field&&(n.container?n.container.appendChild(t.el):n.bound?document.body.appendChild(t.el):n.field.parentNode.insertBefore(t.el,n.field.nextSibling),a(n.field,\"change\",t._onInputChange),n.defaultDate||(n.defaultDate=t._parseFieldValue(),n.setDefaultDate=!0));var i=n.defaultDate;h(i)?n.setDefaultDate?t.setDate(i,!0):t.gotoDate(i):t.gotoDate(new Date),n.bound?(this.hide(),t.el.className+=\" is-bound\",a(n.trigger,\"click\",t._onInputClick),a(n.trigger,\"focus\",t._onInputFocus),a(n.trigger,\"blur\",t._onInputBlur)):this.show()};x.prototype={config:function(e){this._o||(this._o=m({},D,!0));var t=m(this._o,e,!0);t.isRTL=!!t.isRTL,t.field=t.field&&t.field.nodeName?t.field:null,t.theme=\"string\"==typeof t.theme&&t.theme?t.theme:null,t.bound=!!(void 0!==t.bound?t.field&&t.bound:t.field),t.trigger=t.trigger&&t.trigger.nodeName?t.trigger:t.field,t.disableWeekends=!!t.disableWeekends,t.disableDayFn=\"function\"==typeof t.disableDayFn?t.disableDayFn:null;var n=parseInt(t.numberOfMonths,10)||1;if(t.numberOfMonths=n>4?4:n,h(t.minDate)||(t.minDate=!1),h(t.maxDate)||(t.maxDate=!1),t.minDate&&t.maxDate&&t.maxDate100&&(t.yearRange=100);return t},toString:function(e){return e=e||this._o.format,h(this._d)?this._o.toString?this._o.toString(this._d,e):this._d.toDateString():\"\"},getDate:function(){return h(this._d)?new Date(this._d.getTime()):null},setDate:function(e,t){if(!e)return this._d=null,this._o.field&&(this._o.field.value=\"\",p(this._o.field,\"change\",{firedBy:this})),this.draw();if(\"string\"==typeof e&&(e=new Date(Date.parse(e))),h(e)){var n=this._o.minDate,a=this._o.maxDate;h(n)&&ea&&(e=a),this._d=new Date(e.getTime()),f(this._d),this.gotoDate(this._d),this._o.field&&(this._o.field.value=this.toString(),p(this._o.field,\"change\",{firedBy:this})),t||\"function\"!=typeof this._o.onSelect||this._o.onSelect.call(this,this.getDate())}},clear:function(){this.setDate(null)},gotoDate:function(e){var t=!0;if(h(e)){if(this.calendars){var n=new Date(this.calendars[0].year,this.calendars[0].month,1),a=new Date(this.calendars[this.calendars.length-1].year,this.calendars[this.calendars.length-1].month,1),i=e.getTime();a.setMonth(a.getMonth()+1),a.setDate(a.getDate()-1),t=i=i&&(this._y=i,!isNaN(o)&&this._m>o&&(this._m=o));for(var l=0;l\";this.el.innerHTML=r,n.bound&&\"hidden\"!==n.field.type&&setTimeout(function(){n.trigger.focus()},1),\"function\"==typeof this._o.onDraw&&this._o.onDraw(this),n.bound&&n.field.setAttribute(\"aria-label\",n.ariaLabel)}},adjustPosition:function(){var e,t,n,a,i,s,l,h,d,u,c,f;if(!this._o.container){if(this.el.style.position=\"absolute\",t=e=this._o.trigger,n=this.el.offsetWidth,a=this.el.offsetHeight,i=window.innerWidth||document.documentElement.clientWidth,s=window.innerHeight||document.documentElement.clientHeight,l=window.pageYOffset||document.body.scrollTop||document.documentElement.scrollTop,c=!0,f=!0,\"function\"==typeof e.getBoundingClientRect)h=(u=e.getBoundingClientRect()).left+window.pageXOffset,d=u.bottom+window.pageYOffset;else for(h=t.offsetLeft,d=t.offsetTop+t.offsetHeight;t=t.offsetParent;)h+=t.offsetLeft,d+=t.offsetTop;(this._o.reposition&&h+n>i||this._o.position.indexOf(\"right\")>-1&&h-n+e.offsetWidth>0)&&(h=h-n+e.offsetWidth,c=!1),(this._o.reposition&&d+a>s+l||this._o.position.indexOf(\"top\")>-1&&d-a-e.offsetHeight>0)&&(d=d-a-e.offsetHeight,f=!1),this.el.style.left=h+\"px\",this.el.style.top=d+\"px\",o(this.el,c?\"left-aligned\":\"right-aligned\"),o(this.el,f?\"bottom-aligned\":\"top-aligned\"),r(this.el,c?\"right-aligned\":\"left-aligned\"),r(this.el,f?\"top-aligned\":\"bottom-aligned\")}},render:function(e,t,n){var a=this._o,i=new Date,s=c(e,t),o=new Date(e,t,1).getDay(),r=[],l=[];f(i),a.firstDay>0&&(o-=a.firstDay)<0&&(o+=7);for(var u=0===t?11:t-1,m=11===t?0:t+1,p=0===t?e-1:e,y=11===t?e+1:e,D=c(p,u),b=s+o,k=b;k>7;)k-=7;b+=7-k;for(var x=!1,R=0,N=0;R=s+o,O=R-o+1,E=t,j=e,F=a.startRange&&g(a.startRange,S),W=a.endRange&&g(a.endRange,S),A=a.startRange&&a.endRange&&a.startRangea.maxDate||a.disableWeekends&&d(S)||a.disableDayFn&&a.disableDayFn(S),isEmpty:Y,isStartRange:F,isEndRange:W,isInRange:A,showDaysInNextAndPreviousMonths:a.showDaysInNextAndPreviousMonths,enableSelectionDaysInNextAndPreviousMonths:a.enableSelectionDaysInNextAndPreviousMonths};a.pickWholeWeek&&T&&(x=!0),l.push(_(L)),7==++N&&(a.showWeekNumber&&l.unshift(v(R-o,t,e)),r.push(w(l,a.isRTL,a.pickWholeWeek,x)),l=[],N=0,x=!1)}return M(a,r,n)},isVisible:function(){return this._v},show:function(){this.isVisible()||(this._v=!0,this.draw(),r(this.el,\"is-hidden\"),this._o.bound&&(a(document,\"click\",this._onClick),this.adjustPosition()),\"function\"==typeof this._o.onOpen&&this._o.onOpen.call(this))},hide:function(){var e=this._v;!1!==e&&(this._o.bound&&i(document,\"click\",this._onClick),this.el.style.position=\"static\",this.el.style.left=\"auto\",this.el.style.top=\"auto\",o(this.el,\"is-hidden\"),this._v=!1,void 0!==e&&\"function\"==typeof this._o.onClose&&this._o.onClose.call(this))},destroy:function(){var e=this._o;this.hide(),i(this.el,\"mousedown\",this._onMouseDown,!0),i(this.el,\"touchend\",this._onMouseDown,!0),i(this.el,\"change\",this._onChange),e.keyboardInput&&i(document,\"keydown\",this._onKeyChange),e.field&&(i(e.field,\"change\",this._onInputChange),e.bound&&(i(e.trigger,\"click\",this._onInputClick),i(e.trigger,\"focus\",this._onInputFocus),i(e.trigger,\"blur\",this._onInputBlur))),this.el.parentNode&&this.el.parentNode.removeChild(this.el)}},t.exports=x},\n", " 490: function _(n,o,t){n(164),n(163).styles.append('.bk-root {\\n @charset \"UTF-8\";\\n /*!\\n * Pikaday\\n * Copyright © 2014 David Bushell | BSD & MIT license | https://dbushell.com/\\n */\\n /*\\nclear child float (pika-lendar), using the famous micro clearfix hack\\nhttp://nicolasgallagher.com/micro-clearfix-hack/\\n*/\\n /* styling for abbr */\\n}\\n.bk-root .pika-single {\\n z-index: 9999;\\n display: block;\\n position: relative;\\n color: #333;\\n background: #fff;\\n border: 1px solid #ccc;\\n border-bottom-color: #bbb;\\n font-family: \"Helvetica Neue\", Helvetica, Arial, sans-serif;\\n}\\n.bk-root .pika-single:before,\\n.bk-root .pika-single:after {\\n content: \" \";\\n display: table;\\n}\\n.bk-root .pika-single:after {\\n clear: both;\\n}\\n.bk-root .pika-single.is-hidden {\\n display: none;\\n}\\n.bk-root .pika-single.is-bound {\\n position: absolute;\\n box-shadow: 0 5px 15px -5px rgba(0, 0, 0, 0.5);\\n}\\n.bk-root .pika-lendar {\\n float: left;\\n width: 240px;\\n margin: 8px;\\n}\\n.bk-root .pika-title {\\n position: relative;\\n text-align: center;\\n}\\n.bk-root .pika-label {\\n display: inline-block;\\n position: relative;\\n z-index: 9999;\\n overflow: hidden;\\n margin: 0;\\n padding: 5px 3px;\\n font-size: 14px;\\n line-height: 20px;\\n font-weight: bold;\\n background-color: #fff;\\n}\\n.bk-root .pika-title select {\\n cursor: pointer;\\n position: absolute;\\n z-index: 9998;\\n margin: 0;\\n left: 0;\\n top: 5px;\\n opacity: 0;\\n}\\n.bk-root .pika-prev,\\n.bk-root .pika-next {\\n display: block;\\n cursor: pointer;\\n position: relative;\\n outline: none;\\n border: 0;\\n padding: 0;\\n width: 20px;\\n height: 30px;\\n /* hide text using text-indent trick, using width value (it\\'s enough) */\\n text-indent: 20px;\\n white-space: nowrap;\\n overflow: hidden;\\n background-color: transparent;\\n background-position: center center;\\n background-repeat: no-repeat;\\n background-size: 75% 75%;\\n opacity: 0.5;\\n}\\n.bk-root .pika-prev:hover,\\n.bk-root .pika-next:hover {\\n opacity: 1;\\n}\\n.bk-root .pika-prev,\\n.bk-root .is-rtl .pika-next {\\n float: left;\\n background-image: url(\\'data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAABQAAAAeCAYAAAAsEj5rAAAAUklEQVR42u3VMQoAIBADQf8Pgj+OD9hG2CtONJB2ymQkKe0HbwAP0xucDiQWARITIDEBEnMgMQ8S8+AqBIl6kKgHiXqQqAeJepBo/z38J/U0uAHlaBkBl9I4GwAAAABJRU5ErkJggg==\\');\\n}\\n.bk-root .pika-next,\\n.bk-root .is-rtl .pika-prev {\\n float: right;\\n background-image: url(\\'data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAABQAAAAeCAYAAAAsEj5rAAAAU0lEQVR42u3VOwoAMAgE0dwfAnNjU26bYkBCFGwfiL9VVWoO+BJ4Gf3gtsEKKoFBNTCoCAYVwaAiGNQGMUHMkjGbgjk2mIONuXo0nC8XnCf1JXgArVIZAQh5TKYAAAAASUVORK5CYII=\\');\\n}\\n.bk-root .pika-prev.is-disabled,\\n.bk-root .pika-next.is-disabled {\\n cursor: default;\\n opacity: 0.2;\\n}\\n.bk-root .pika-select {\\n display: inline-block;\\n}\\n.bk-root .pika-table {\\n width: 100%;\\n border-collapse: collapse;\\n border-spacing: 0;\\n border: 0;\\n}\\n.bk-root .pika-table th,\\n.bk-root .pika-table td {\\n width: 14.28571429%;\\n padding: 0;\\n}\\n.bk-root .pika-table th {\\n color: #999;\\n font-size: 12px;\\n line-height: 25px;\\n font-weight: bold;\\n text-align: center;\\n}\\n.bk-root .pika-button {\\n cursor: pointer;\\n display: block;\\n box-sizing: border-box;\\n -moz-box-sizing: border-box;\\n outline: none;\\n border: 0;\\n margin: 0;\\n width: 100%;\\n padding: 5px;\\n color: #666;\\n font-size: 12px;\\n line-height: 15px;\\n text-align: right;\\n background: #f5f5f5;\\n}\\n.bk-root .pika-week {\\n font-size: 11px;\\n color: #999;\\n}\\n.bk-root .is-today .pika-button {\\n color: #33aaff;\\n font-weight: bold;\\n}\\n.bk-root .is-selected .pika-button,\\n.bk-root .has-event .pika-button {\\n color: #fff;\\n font-weight: bold;\\n background: #33aaff;\\n box-shadow: inset 0 1px 3px #178fe5;\\n border-radius: 3px;\\n}\\n.bk-root .has-event .pika-button {\\n background: #005da9;\\n box-shadow: inset 0 1px 3px #0076c9;\\n}\\n.bk-root .is-disabled .pika-button,\\n.bk-root .is-inrange .pika-button {\\n background: #D5E9F7;\\n}\\n.bk-root .is-startrange .pika-button {\\n color: #fff;\\n background: #6CB31D;\\n box-shadow: none;\\n border-radius: 3px;\\n}\\n.bk-root .is-endrange .pika-button {\\n color: #fff;\\n background: #33aaff;\\n box-shadow: none;\\n border-radius: 3px;\\n}\\n.bk-root .is-disabled .pika-button {\\n pointer-events: none;\\n cursor: default;\\n color: #999;\\n opacity: 0.3;\\n}\\n.bk-root .is-outside-current-month .pika-button {\\n color: #999;\\n opacity: 0.3;\\n}\\n.bk-root .is-selection-disabled {\\n pointer-events: none;\\n cursor: default;\\n}\\n.bk-root .pika-button:hover,\\n.bk-root .pika-row.pick-whole-week:hover .pika-button {\\n color: #fff;\\n background: #ff8000;\\n box-shadow: none;\\n border-radius: 3px;\\n}\\n.bk-root .pika-table abbr {\\n border-bottom: none;\\n cursor: help;\\n}\\n')},\n", " 491: function _(e,t,n){var r=e(113),i=e(252),a=e(492),_=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return r.__extends(t,e),t}(a.AbstractRangeSliderView);n.DateRangeSliderView=_,_.__name__=\"DateRangeSliderView\";var o=function(e){function t(t){var n=e.call(this,t)||this;return n.behaviour=\"drag\",n.connected=[!1,!0,!1],n}return r.__extends(t,e),t.init_DateRangeSlider=function(){this.prototype.default_view=_,this.override({format:\"%d %b %Y\"})},t.prototype._formatter=function(e,t){return i(e,t)},t}(a.AbstractSlider);n.DateRangeSlider=o,o.__name__=\"DateRangeSlider\",o.init_DateRangeSlider()},\n", " 492: function _(t,e,i){var l=t(113),r=t(493),n=t(121),o=t(163),s=t(110),a=t(119),c=t(475),d=t(494),h=\"bk-noUi-\",_=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return l.__extends(e,t),Object.defineProperty(e.prototype,\"noUiSlider\",{get:function(){return this.slider_el.noUiSlider},enumerable:!0,configurable:!0}),e.prototype.initialize=function(){t.prototype.initialize.call(this),this._init_callback()},e.prototype.connect_signals=function(){var e=this;t.prototype.connect_signals.call(this);var i=this.model.properties,l=i.callback,r=i.callback_policy,n=i.callback_throttle;this.on_change([l,r,n],function(){return e._init_callback()});var o=this.model.properties,s=o.start,a=o.end,c=o.value,d=o.step,h=o.title;this.on_change([s,a,c,d],function(){var t=e._calc_to(),i=t.start,l=t.end,r=t.value,n=t.step;e.noUiSlider.updateOptions({range:{min:i,max:l},start:r,step:n})});var _=this.model.properties.bar_color;this.on_change(_,function(){e._set_bar_color()}),this.on_change([c,h],function(){return e._update_title()})},e.prototype._init_callback=function(){var t=this,e=this.model.callback,i=function(){null!=e&&e.execute(t.model),t.model.value_throttled=t.model.value};switch(this.model.callback_policy){case\"continuous\":this.callback_wrapper=i;break;case\"throttle\":this.callback_wrapper=a.throttle(i,this.model.callback_throttle);break;default:this.callback_wrapper=void 0}},e.prototype._update_title=function(){var t=this;o.empty(this.title_el);var e=null==this.model.title||0==this.model.title.length&&!this.model.show_value;if(this.title_el.style.display=e?\"none\":\"\",!e&&(0!=this.model.title.length&&(this.title_el.textContent=this.model.title+\": \"),this.model.show_value)){var i=this._calc_to().value.map(function(e){return t.model.pretty(e)}).join(\" .. \");this.title_el.appendChild(o.span({class:d.bk_slider_value},i))}},e.prototype._set_bar_color=function(){this.model.disabled||(this.slider_el.querySelector(\".bk-noUi-connect\").style.backgroundColor=this.model.bar_color)},e.prototype._keypress_handle=function(t,e){void 0===e&&(e=0);var i=this._calc_to(),l=i.start,r=i.value,n=i.end,o=i.step,s=2==r.length,a=l,c=n;switch(s&&0==e?c=r[1]:s&&1==e&&(a=r[0]),t.which){case 37:r[e]=Math.max(r[e]-o,a);break;case 39:r[e]=Math.min(r[e]+o,c);break;default:return}s?(this.model.value=r,this.model.properties.value.change.emit()):this.model.value=r[0],this.noUiSlider.set(r),null!=this.callback_wrapper&&this.callback_wrapper()},e.prototype.render=function(){var e=this;t.prototype.render.call(this);var i,l=this._calc_to(),n=l.start,a=l.end,c=l.value,_=l.step;if(this.model.tooltips){var u={to:function(t){return e.model.pretty(t)}};i=s.repeat(u,c.length)}else i=!1;if(null==this.slider_el){this.slider_el=o.div(),r.create(this.slider_el,{cssPrefix:h,range:{min:n,max:a},start:c,step:_,behaviour:this.model.behaviour,connect:this.model.connected,tooltips:i,orientation:this.model.orientation,direction:this.model.direction}),this.noUiSlider.on(\"slide\",function(t,i,l){return e._slide(l)}),this.noUiSlider.on(\"change\",function(t,i,l){return e._change(l)}),this._set_keypress_handles();var p=function(t,l){i&&(e.slider_el.querySelectorAll(\".bk-noUi-handle\")[t].querySelector(\".bk-noUi-tooltip\").style.display=l?\"block\":\"\")};this.noUiSlider.on(\"start\",function(t,e){return p(e,!0)}),this.noUiSlider.on(\"end\",function(t,e){return p(e,!1)})}else this.noUiSlider.updateOptions({range:{min:n,max:a},start:c,step:_});this._set_bar_color(),this.model.disabled?this.slider_el.setAttribute(\"disabled\",\"true\"):this.slider_el.removeAttribute(\"disabled\"),this.title_el=o.div({class:d.bk_slider_title}),this._update_title(),this.group_el=o.div({class:d.bk_input_group},this.title_el,this.slider_el),this.el.appendChild(this.group_el)},e.prototype._slide=function(t){this.model.value=this._calc_from(t),null!=this.callback_wrapper&&this.callback_wrapper()},e.prototype._change=function(t){switch(this.model.value=this._calc_from(t),this.model.value_throttled=this.model.value,this.model.callback_policy){case\"mouseup\":case\"throttle\":null!=this.model.callback&&this.model.callback.execute(this.model)}},e}(c.ControlView);_.__name__=\"AbstractBaseSliderView\";var u=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return l.__extends(e,t),e.prototype._calc_to=function(){return{start:this.model.start,end:this.model.end,value:[this.model.value],step:this.model.step}},e.prototype._calc_from=function(t){var e=t[0];return Number.isInteger(this.model.start)&&Number.isInteger(this.model.end)&&Number.isInteger(this.model.step)?Math.round(e):e},e.prototype._set_keypress_handles=function(){var t=this,e=this.slider_el.querySelector(\".bk-noUi-handle\");e.setAttribute(\"tabindex\",\"0\"),e.addEventListener(\"keydown\",function(e){return t._keypress_handle(e)})},e}(_);i.AbstractSliderView=u,u.__name__=\"AbstractSliderView\";var p=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return l.__extends(e,t),e.prototype._calc_to=function(){return{start:this.model.start,end:this.model.end,value:this.model.value,step:this.model.step}},e.prototype._calc_from=function(t){return t},e.prototype._set_keypress_handles=function(){var t=this,e=this.slider_el.querySelector(\".bk-noUi-handle-lower\"),i=this.slider_el.querySelector(\".bk-noUi-handle-upper\");e.setAttribute(\"tabindex\",\"0\"),e.addEventListener(\"keydown\",function(e){return t._keypress_handle(e,0)}),i.setAttribute(\"tabindex\",\"1\"),i.addEventListener(\"keydown\",function(e){return t._keypress_handle(e,1)})},e}(_);i.AbstractRangeSliderView=p,p.__name__=\"AbstractRangeSliderView\";var m=function(t){function e(e){var i=t.call(this,e)||this;return i.connected=!1,i}return l.__extends(e,t),e.init_AbstractSlider=function(){this.define({title:[n.String,\"\"],show_value:[n.Boolean,!0],start:[n.Any],end:[n.Any],value:[n.Any],value_throttled:[n.Any],step:[n.Number,1],format:[n.String],direction:[n.Any,\"ltr\"],tooltips:[n.Boolean,!0],callback:[n.Any],callback_throttle:[n.Number,200],callback_policy:[n.SliderCallbackPolicy,\"throttle\"],bar_color:[n.Color,\"#e6e6e6\"]})},e.prototype._formatter=function(t,e){return\"\"+t},e.prototype.pretty=function(t){return this._formatter(t,this.format)},e}(c.Control);i.AbstractSlider=m,m.__name__=\"AbstractSlider\",m.init_AbstractSlider()},\n", " 493: function _(t,e,r){\n", " /*! nouislider - 10.1.0 - 2017-07-28 17:11:18 */var n;n=function(){\"use strict\";var t=\"10.1.0\";function e(t){t.preventDefault()}function r(t){return\"number\"==typeof t&&!isNaN(t)&&isFinite(t)}function n(t,e,r){r>0&&(s(t,e),setTimeout(function(){a(t,e)},r))}function i(t){return Array.isArray(t)?t:[t]}function o(t){var e=(t=String(t)).split(\".\");return e.length>1?e[1].length:0}function s(t,e){t.classList?t.classList.add(e):t.className+=\" \"+e}function a(t,e){t.classList?t.classList.remove(e):t.className=t.className.replace(new RegExp(\"(^|\\\\b)\"+e.split(\" \").join(\"|\")+\"(\\\\b|$)\",\"gi\"),\" \")}function l(t){var e=void 0!==window.pageXOffset,r=\"CSS1Compat\"===(t.compatMode||\"\");return{x:e?window.pageXOffset:r?t.documentElement.scrollLeft:t.body.scrollLeft,y:e?window.pageYOffset:r?t.documentElement.scrollTop:t.body.scrollTop}}function u(t,e){return 100/(e-t)}function c(t,e){return 100*e/(t[1]-t[0])}function p(t,e){for(var r=1;t>=e[r];)r+=1;return r}function f(t,e,r){if(r>=t.slice(-1)[0])return 100;var n,i,o,s,a=p(r,t);return n=t[a-1],i=t[a],o=e[a-1],s=e[a],o+function(t,e){return c(t,t[0]<0?e+Math.abs(t[0]):e-t[0])}([n,i],r)/u(o,s)}function d(t,e,r,n){if(100===n)return n;var i,o,s=p(n,t);return r?n-(i=t[s-1])>((o=t[s])-i)/2?o:i:e[s-1]?t[s-1]+function(t,e){return Math.round(t/e)*e}(n-t[s-1],e[s-1]):n}function h(e,n,i){var o;if(\"number\"==typeof n&&(n=[n]),\"[object Array]\"!==Object.prototype.toString.call(n))throw new Error(\"noUiSlider (\"+t+\"): 'range' contains invalid value.\");if(!r(o=\"min\"===e?0:\"max\"===e?100:parseFloat(e))||!r(n[0]))throw new Error(\"noUiSlider (\"+t+\"): 'range' value 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center;\\n}\\n.bk-root .bk-noUi-value-sub {\\n color: #ccc;\\n font-size: 10px;\\n}\\n.bk-root .bk-noUi-marker {\\n position: absolute;\\n background: #CCC;\\n}\\n.bk-root .bk-noUi-marker-sub {\\n background: #AAA;\\n}\\n.bk-root .bk-noUi-marker-large {\\n background: #AAA;\\n}\\n.bk-root .bk-noUi-pips-horizontal {\\n padding: 10px 0;\\n height: 80px;\\n top: 100%;\\n left: 0;\\n width: 100%;\\n}\\n.bk-root .bk-noUi-value-horizontal {\\n -webkit-transform: translate3d(-50%, 50%, 0);\\n transform: translate3d(-50%, 50%, 0);\\n}\\n.bk-root .bk-noUi-marker-horizontal.bk-noUi-marker {\\n margin-left: -1px;\\n width: 2px;\\n height: 5px;\\n}\\n.bk-root .bk-noUi-marker-horizontal.bk-noUi-marker-sub {\\n height: 10px;\\n}\\n.bk-root .bk-noUi-marker-horizontal.bk-noUi-marker-large {\\n height: 15px;\\n}\\n.bk-root .bk-noUi-pips-vertical {\\n padding: 0 10px;\\n height: 100%;\\n top: 0;\\n left: 100%;\\n}\\n.bk-root .bk-noUi-value-vertical {\\n -webkit-transform: translate3d(0, 50%, 0);\\n transform: translate3d(0, 50%, 0);\\n padding-left: 25px;\\n}\\n.bk-root .bk-noUi-marker-vertical.bk-noUi-marker {\\n width: 5px;\\n height: 2px;\\n margin-top: -1px;\\n}\\n.bk-root .bk-noUi-marker-vertical.bk-noUi-marker-sub {\\n width: 10px;\\n}\\n.bk-root .bk-noUi-marker-vertical.bk-noUi-marker-large {\\n width: 15px;\\n}\\n.bk-root .bk-noUi-tooltip {\\n display: block;\\n position: absolute;\\n border: 1px solid #D9D9D9;\\n border-radius: 3px;\\n background: #fff;\\n color: #000;\\n padding: 5px;\\n text-align: center;\\n white-space: nowrap;\\n}\\n.bk-root .bk-noUi-horizontal .bk-noUi-tooltip {\\n -webkit-transform: translate(-50%, 0);\\n transform: translate(-50%, 0);\\n left: 50%;\\n bottom: 120%;\\n}\\n.bk-root .bk-noUi-vertical .bk-noUi-tooltip {\\n -webkit-transform: translate(0, -50%);\\n transform: translate(0, -50%);\\n top: 50%;\\n right: 120%;\\n}\\n.bk-root .bk-noUi-handle {\\n cursor: grab;\\n cursor: -webkit-grab;\\n}\\n.bk-root .bk-noUi-handle.bk-noUi-active {\\n cursor: grabbing;\\n cursor: -webkit-grabbing;\\n}\\n.bk-root .bk-noUi-tooltip {\\n display: none;\\n white-space: nowrap;\\n}\\n.bk-root .bk-noUi-handle:hover .bk-noUi-tooltip {\\n display: block;\\n}\\n.bk-root .bk-noUi-horizontal {\\n width: 100%;\\n height: 10px;\\n}\\n.bk-root .bk-noUi-horizontal.bk-noUi-target {\\n margin: 5px 0px;\\n}\\n.bk-root .bk-noUi-horizontal .bk-noUi-handle {\\n width: 14px;\\n height: 18px;\\n left: -7px;\\n top: -5px;\\n}\\n.bk-root .bk-noUi-vertical {\\n width: 10px;\\n height: 100%;\\n}\\n.bk-root .bk-noUi-vertical.bk-noUi-target {\\n margin: 0px 5px;\\n}\\n.bk-root .bk-noUi-vertical .bk-noUi-handle {\\n width: 18px;\\n height: 14px;\\n left: -5px;\\n top: -7px;\\n}\\n.bk-root .bk-noUi-handle:after,\\n.bk-root .bk-noUi-handle:before {\\n display: none;\\n}\\n.bk-root .bk-noUi-connect {\\n box-shadow: none;\\n}\\n')},\n", " 496: function _(t,e,i){var r=t(113),n=t(252),a=t(492),_=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return r.__extends(e,t),e}(a.AbstractSliderView);i.DateSliderView=_,_.__name__=\"DateSliderView\";var o=function(t){function e(e){var i=t.call(this,e)||this;return i.behaviour=\"tap\",i.connected=[!0,!1],i}return r.__extends(e,t),e.init_DateSlider=function(){this.prototype.default_view=_,this.override({format:\"%d %b %Y\"})},e.prototype._formatter=function(t,e){return n(t,e)},e}(a.AbstractSlider);i.DateSlider=o,o.__name__=\"DateSlider\",o.init_DateSlider()},\n", " 497: function _(t,e,i){var n=t(113),r=t(498),_=t(121),o=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return n.__extends(e,t),e.prototype.render=function(){t.prototype.render.call(this),this.model.render_as_text?this.markup_el.textContent=this.model.text:this.markup_el.innerHTML=this.model.text},e}(r.MarkupView);i.DivView=o,o.__name__=\"DivView\";var u=function(t){function e(e){return t.call(this,e)||this}return n.__extends(e,t),e.init_Div=function(){this.prototype.default_view=o,this.define({render_as_text:[_.Boolean,!1]})},e}(r.Markup);i.Div=u,u.__name__=\"Div\",u.init_Div()},\n", " 498: function _(t,i,n){var e=t(113),s=t(282),o=t(163),r=t(121),a=t(534),l=t(499),u=function(t){function i(){return null!==t&&t.apply(this,arguments)||this}return e.__extends(i,t),i.prototype.connect_signals=function(){var i=this;t.prototype.connect_signals.call(this),this.connect(this.model.change,function(){i.render(),i.root.compute_layout()})},i.prototype._update_layout=function(){this.layout=new s.VariadicBox(this.el),this.layout.set_sizing(this.box_sizing())},i.prototype.render=function(){t.prototype.render.call(this);var i=Object.assign(Object.assign({},this.model.style),{display:\"inline-block\"});this.markup_el=o.div({class:l.bk_clearfix,style:i}),this.el.appendChild(this.markup_el)},i}(a.WidgetView);n.MarkupView=u,u.__name__=\"MarkupView\";var c=function(t){function i(i){return t.call(this,i)||this}return e.__extends(i,t),i.init_Markup=function(){this.define({text:[r.String,\"\"],style:[r.Any,{}]})},i}(a.Widget);n.Markup=c,c.__name__=\"Markup\",c.init_Markup()},\n", " 499: function _(e,n,r){e(164),e(163).styles.append('.bk-root .bk-clearfix:before,\\n.bk-root .bk-clearfix:after {\\n content: \"\";\\n display: table;\\n}\\n.bk-root .bk-clearfix:after {\\n clear: both;\\n}\\n'),r.bk_clearfix=\"bk-clearfix\"},\n", " 500: function _(e,t,i){var n=e(113),o=e(474),l=e(376),s=e(163),r=e(121),u=e(109),d=e(240),a=e(347),c=e(348),_=function(e){function t(){var t=e.apply(this,arguments)||this;return t._open=!1,t}return n.__extends(t,e),t.prototype.render=function(){var t=this;e.prototype.render.call(this);var i=s.div({class:[c.bk_caret,d.bk_down]});if(this.model.is_split){var n=this._render_button(i);n.classList.add(a.bk_dropdown_toggle),n.addEventListener(\"click\",function(){return t._toggle_menu()}),this.group_el.appendChild(n)}else this.button_el.appendChild(i);var o=this.model.menu.map(function(e,i){if(null==e)return s.div({class:c.bk_divider});var n=u.isString(e)?e:e[0],o=s.div({},n);return o.addEventListener(\"click\",function(){return t._item_click(i)}),o});this.menu=s.div({class:[c.bk_menu,d.bk_below]},o),this.el.appendChild(this.menu),s.undisplay(this.menu)},t.prototype._show_menu=function(){var e=this;if(!this._open){this._open=!0,s.display(this.menu);var t=function(i){var n=i.target;n instanceof HTMLElement&&!e.el.contains(n)&&(document.removeEventListener(\"click\",t),e._hide_menu())};document.addEventListener(\"click\",t)}},t.prototype._hide_menu=function(){this._open&&(this._open=!1,s.undisplay(this.menu))},t.prototype._toggle_menu=function(){this._open?this._hide_menu():this._show_menu()},t.prototype.click=function(){this.model.is_split?(this._hide_menu(),this.model.trigger_event(new l.ButtonClick),this.model.value=this.model.default_value,null!=this.model.callback&&this.model.callback.execute(this.model),e.prototype.click.call(this)):this._toggle_menu()},t.prototype._item_click=function(e){this._hide_menu();var t=this.model.menu[e];if(null!=t){var i=u.isString(t)?t:t[1];u.isString(i)?(this.model.trigger_event(new l.MenuItemClick(i)),this.model.value=i,null!=this.model.callback&&this.model.callback.execute(this.model)):(i.execute(this.model,{index:e}),null!=this.model.callback&&this.model.callback.execute(this.model))}},t}(o.AbstractButtonView);i.DropdownView=_,_.__name__=\"DropdownView\";var h=function(e){function t(t){return e.call(this,t)||this}return n.__extends(t,e),t.init_Dropdown=function(){this.prototype.default_view=_,this.define({split:[r.Boolean,!1],menu:[r.Array,[]],value:[r.String],default_value:[r.String]}),this.override({label:\"Dropdown\"})},Object.defineProperty(t.prototype,\"is_split\",{get:function(){return 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0===e.cache&&(e.cache=!1),e.crossDomain&&(e.type=\"GET\")}),b.ajaxTransport(\"script\",function(e){var t,n;if(e.crossDomain||e.scriptAttrs)return{send:function(i,o){t=b(\"" ], "text/plain": [ ":DynamicMap [Cont]\n", " :Overlay\n", " .NdOverlay.I :NdOverlay [Total]\n", " :Curve [Eke] (XS calc)\n", " .NdOverlay.II :NdOverlay [Total]\n", " :Curve [Eke] (XS GetCro)" ] }, "execution_count": 11, "metadata": { "application/vnd.holoviews_exec.v0+json": { "id": "1001" } }, "output_type": "execute_result" } ], "source": [ "# Compare XS values\n", "# Comparison plot using hvplot - needs some work!\n", "\n", "xPlot1 = ep.util.matEleSelector(BetaNorm['XS'], thres = plotThres, dims='Eke', sq=True, drop=True).unstack().squeeze() #\n", "xPlot1.name='XS calc'\n", "plot1 = xPlot1.real.unstack().squeeze().hvplot.line(x='Eke', by = 'Total', width=1200, height= 800); # For hvplot need to unstack & squeeze to avoid dim issues and related errors.\n", "# ep.util.matEleSelector(BetaNormXS_sph, thres = plotThres, dims='Eke', sq=True, drop=True).real.plot.line(x='Eke', linestyle='dashed');\n", "\n", "# Ugly sub-select on syms to ensure consistency over data - should be a neater way to do this!\n", "syms = ['SU','PU']\n", "xPlot2 = dataXS[0].sel({'Type':'L', 'XC':'SIGMA'}).unstack().sel({'Total':syms, 'Cont':syms}).squeeze();\n", "# xPlot2 = ep.util.matEleSelector(BetaNormXS_sph, thres = plotThres, dims='Eke', sq=True, drop=True)\n", "xPlot2.name='XS GetCro'\n", "plot2 = xPlot2.real.unstack().squeeze().hvplot.line(x='Eke', by='Total', line_dash='dashed');\n", "\n", "(plot1 * plot2)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "*** OK - the cross-sections from the full CG-calculation and ePS `GetCro` match for each continuum." ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": {}, "metadata": {}, "output_type": "display_data" }, { "data": { "application/vnd.holoviews_exec.v0+json": "", "text/html": [ "
\n", "\n", "\n", "\n", "\n", "\n", "
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\n", "" ], "text/plain": [ ":DynamicMap [Cont]\n", " :Overlay\n", " .NdOverlay.I :NdOverlay [Total]\n", " :Curve [Eke] (XS calc)\n", " .NdOverlay.II :NdOverlay [Total]\n", " :Curve [Eke] (XS GetCro)" ] }, "execution_count": 12, "metadata": { "application/vnd.holoviews_exec.v0+json": { "id": "1512" } }, "output_type": "execute_result" } ], "source": [ "# Compare B2 values\n", "# Comparison plot using hvplot - needs some work!\n", "\n", "xPlot1 = ep.util.matEleSelector(BetaNorm.unstack('LM').sum('M'), thres = plotThres, dims='Eke', sq=True, drop=True).sel(L=2).unstack().squeeze() #\n", "xPlot1.name='XS calc'\n", "plot1 = xPlot1.real.unstack().squeeze().hvplot.line(x='Eke', by = 'Total', width=1200, height= 800); # For hvplot need to unstack & squeeze to avoid dim issues and related errors.\n", "# ep.util.matEleSelector(BetaNormXS_sph, thres = plotThres, dims='Eke', sq=True, drop=True).real.plot.line(x='Eke', linestyle='dashed');\n", "\n", "# Ugly sub-select on syms to ensure consistency over data - should be a neater way to do this!\n", "syms = ['SU','PU']\n", "xPlot2 = dataXS[0].sel({'Type':'L', 'XC':'BETA'}).unstack().sel({'Total':syms, 'Cont':syms}).squeeze();\n", "# xPlot2 = ep.util.matEleSelector(BetaNormXS_sph, thres = plotThres, dims='Eke', sq=True, drop=True)\n", "xPlot2.name='XS GetCro'\n", "plot2 = xPlot2.real.unstack().squeeze().hvplot.line(x='Eke', by='Total', line_dash='dashed');\n", "\n", "(plot1 * plot2)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "*** OK - the $\\beta_2$ values from the full CG-calculation and ePS `GetCro` match for each continuum." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Plot some LFPADs..." ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Using lg betas (from BLMX array).\n", "Plotting with mpl\n", "Data dims: ('Eke', 'Theta', 'Phi'), subplots on Eke\n" ] }, { "data": { "image/png": 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\n", 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\n", 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\n", 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gSfodmsViCqcj3AQCDW192+sam3DZgv2NUEjF6/XjcNhxudz4fP6Emoh4o6nk9YhIPnMqISJaF0I07Gc0RzqiIpH1mExGZFkOt8R5m7yYbP84lyQW6LUeWt0GA4k+B7pHRMxoau8eEcFoYWXDPSIasv3638lcyFmTiLBY9LoTp9MVFhNCRDQnQjTsR8gy2O1mzGYjJSXOZluv0agfZpIk4fH4ojljgaD1UvmiW9EjQm/vNEWHb+n+I/YEoymfL0Ao1JwiovVdUCuKCINBH2RWXu5CL6qsLhIhV3i/oDEQomE/ID66oBs2Sc02q8BmM0fvuAKBYLMJhqa6kzIaDVgsprAxUO1NgZqKJL5h3Cv68ddKN76WREQE6J/XaKzaaCoUUqOtnX5/oEmPqdYQaagJWY4XEXJCJEKStAoiInH4FggR0VCEaNjHqVjsGDtXNG0HgCzL2O0WDAaFQCCI0WhotRe4CPECKHbCDyU4CzZ2B4gguajvwCpNq2w0VbNHRCDsEdF4IqL1D9yqXMy5t3RGZG5G7HVCRDQUIRr2YfbmvdCUkQaTyRDtb4+kIzIyUpo9795YJ4P49tBAIEh5uRNJkqNh56r6+fU7x2CrvqMT7I2Gfa8VPSIiIiLS4hl/TAWDwWgqw+8PNNIx1ZqPy70Ln4oiIvJZayMihICoGSEa9kEqWkHHEzvhNE2kwWazYDYbUVUVl8vbYkVfjXWtNhoN2O0xAeTz+VFVlWBQH8NcXq5HVeJP+Ha7FbvdmtCK5/P5k6yKXlAfmuqaUtloSo5LZeg5fJtN94loiDDdVyIN9fnMQkQ0DkI07GPU1nuhsX8LiqKnIxRFwe8P4nYndke0Rt+EWHtoTABVtd9UVcXr9eH1Rvr5lQRTIJPJiMNhi6ui9zfSpEVB89M8F93Kx5Sc4FZZlTCtjUfEvlDT0NB6GCEiGoYQDfsQtfFeaIqThR5O1XP8brcXn6/qE1fz/t4adlJxOCJulUGczrq1h4ZCIdzuyq14ZrMproo+sQBu70OSBMlH8150Q6FEoymDQanWIyIQ0KNgVXtEtP6LXl0jDbVZXvhf4b8ri4jYa4SIEKJhH6A+3guNdbDb7RZMJiOhkIrL5am28rulbmzqWrvRFMOz4lvxIlX0kVa8xAK4YFxRZV1z163t5NXatlcnWUZjV/SI0EWELkojXRqgW2MHArH2zn0j0iA16f6vSkTo69ubiNh/hm8J0dDKqasVdGP92PR0hBVFkfH7A+F0xF7X3DgrriX16RKxWPRxyZpGkw3PqlhFHz8kyWyuf9i5tdFcLb+NT3JeFHQR4cHtjnlEVDSaSkmJiQWbzdJqU2TN3a4bLyJinRlQWUTof0wmXbh5PIF9UkQI0dBKqVjsWPvfUMMdBM1mY3Rgz97SERVJ1h+QJEnY7RaMRkOTDc+qjopDkvTctSmhJgISrYl9vpZ1FdyfiR3Cya14KhpNRY6lSEdGaqoDiKTIYi3DLe07UhskSWqxVF7iOSxeROhulZIEKSlpGI0G/P7QPtmCLURDKyQSWaiPFXTiHXjdkCT9DqU26Yjq19u81HRHqygKDoeejvD5/LjdtUlHNJ340XPXXjyeSNjZkCAg9DvGmKtgst751o7We0JtbVGSiDAwGg0YjQaKi8vCx5UeXYvcBIRCoYT2zmSss2nsmoaGUJVHRMR8Sn8uObazMRGioZWhKI2TV63rTb+iyDgc1vDFNRDNpdYerVkLIWtzUomPmLhcHvz+mtMRzX2uCgaDBIOV7xjNZl1ARE5amZmpUZdKn6+xevkFlWnNIi1GLOXlTjCa0n8TFY2mYm6VyXHnnLzfge62m2gyta8hREMrof7piEQSfRpqh9lswmrVK/5re3GtvN7kSk/ECjhDOJ3epLyjqorIydvp1PdnaqojKnwqm0zpAiIQCLS6O+NkpbUXElZ1lx7vEaH7jkjR1k49pVGVR0RjGk3VDVlOnkhDVcjhk3QSb2KDEKKhFVDXYsfaUJvrd3yuv7VdXGMkhggrFnC6XHWNmCQPmqYRDAYBM8XFZaiqFpfKMGG327Dba9OGJ9hfqE3ngV5nU5VHRGXzsviOn+YUp8kqGuLPq8m6jQ1FiIYkpzbeC3WhtgdyfOth7XP9e6clAg3x66ytn0RrRVWr6+U3JRRVtuyURZ1kijrVjda63fHU7URS0SNCUZQEB1SHI9EjoikdUJM99J/s29cYCNGQpNTHe6Fuy6/+5BdpPYT6pyMq0tyOkBX3WcTeuq4FnK2Zir38iaOaTQlDt1qi+K01nlf3xfREXQmFQng8obhi3Xhxaog6oMZ3/DRWhCvZbbCTffsaAyEakpCmSEdE2Lu1dNO2Hjbv3aW+3fqwKVucvbVnn/5B743EUc1S+ATf2CZTgmRGkmj0YsaqxGlFjwigUWzUk120iUiDoNlp7HREZar2aWgKJ8SEtbbQb8hu1wu43G5fdBhQY9B6zYl09OK3QDRF0zJDt1rfDmz9d5JNL9wrekQkRrhiNuqRNFlEoNYmTdZaLsrJvn0NQYiGJKEh3gt1oSqfBqtVD1WrqtZkTojNfYEwGvVDW9P0FIswQ9o7tR+6pdsSR9o799/92jovCs3tpggVI1xEba4jbcMV02SRP1WlEJNdtLUWUdMQhGhIAiLeC81596oLFAm7PTKYqemdEJsjPRH/mQDcbiEY6kN1Q7cSQ872OEdBvxi61Qpo6QLUeBv1SNtw/HFV2SMi5lapqlrSX5Qjxk5JunmNghANLUhjeS/UhciPTZZlUlLsyLLUJOmIyutt0sUDkRSLFVmW8PsDmEzGffrHm0jTXgyqGroVEQ9WqznqFRExA4qEnJP15F5fkv1OtzYk03cS7xEB8bNY9MLKeO8R3egsMrY6eT5DPMkuahoDIRpaCFnWIwzQMicgo9EQTke4CQSa4068aT9kxAo38pkidzCttrMviUm8W9T3dcSSON4MqGIff2To1r7xnbTOi0JTT4hsKImzWFyVam0iqYyUFAdWqzUahfD7g0lxoRaiQdAkKAo4HLojYXFxebOtNxK6Bz2HXVbmbvaDu7FTMNV1fERqGvaNvvqaackLsaZVNXQrNrkzvo8/Xjy0xvNqsozGbhitZ+Mr1trYbBZSUx0EAkEURUm6qbD7QiSqJoRoaEYSvRciXQzNY4lqNBqw2/Uwn6ZphEJqswqG+oyqromm7vhoDSTjyamiGZDexx+b3BlpwbNazciyFC2qbB3eGa1XhO4LF7TItjudbvz+QJxHRPVTYZvTBVVEGgSNRkXvheY8pmw2M2azCVVVcbm80WhDS9BYkYb4eRhN1/EhaAz0Pn4Pbnds6FZmZlrY9jqxej6WyvAnyXCkfYdk9zioDRU/Q0WPiPipsEZjvEdE83T9CNEgaBSq8l6IRRqaTkDIsozdbsFgUMJFbN7o3PfmprF+RPp4bismU03zMKr2o2icbWi9d5vJQETg6QOSXAkTFisP3Yr4QyTH0K3WfeFt/cdtTRflilNhI10/8U6oYE+wUq+v0dTet69RFpeUCNHQhNTGCrqpZq6bTIboydfj8UXzzdDSEyfr/3njh03VNJ57X/7RJtKaP6hWxYRFucLQrcScdcsP3Wq9F97WLXh06npRrmg0VbFtOBblUuOKKqv2iKgNsZbL1ruPa0KIhiaiJivopjyoInMWIumIZPIpqK9WiR825XJ561Do1HpP8g1BksBiMUfDs4oiI0ly+O/a7RNN08KpNA1J0u/iPB4fwWCoyS7aex+6ZcBkskdf11BL4vrQmoNM+0KErKHh/8QunopW6rHW4frOYxGRBkGdqav3QmP+kPU7cUvcnAVvlT8u/SLQvCeQhoikhgyb2gfOk3tFCfftZmamVfpOtXDxjCTL9frOJUkK7z/9fSaTCaPRWOVyVFXD4/Hi9fpqFBR16UCobq6B2WxKsCTW7xT90RN9U5pMtfa7yNa8/Y0ZLalopR5vNGU2V2U05Y+KjurqbZqjpmHy5Mm8++67zJs3r1avD4VCvP3223z66afs2rWLzp07c8UVV3DKKafUa/1CNDQidRk0FV/T0Bi0nrHPtf/AsizjcEREUCAsgmr33lZ8XqwWs9lESoq9ymhBVRfy+M6c2ggGTVWRImq3iv/rD2pVHrSRdt6KRbbBYJCSEifBYONEJqoymYrkq5tn6FbrVaH7QpFe7Dhu/M9QVaossd5G9x8BKrV3VvydNdUunjNnDi+88ALp6em1fs/jjz/O1KlTOe200xg0aBAzZ87klltuQVVVxo4dW+dtEKKhkYgUO9a2M6KqGRD1xW7XPR9qfyfe/JGGCLVdbXyLaP1EUFPaYTfZohNQFJnMzDQURUmIFGiqWmkjqhUHYeHgKyvDkpaW+J4q7sajj0kSkiyjhkJooRCywYAky3gKCjA6HBhttqioqFJchDEYDGRnp0f/HwqFKCtrHG+SeJMpiLgJxgYjNUUPf2seVLYvpCci58vm+A4qz2OR42oiYvU2oVCIO+74P3bs2MEhhxzCoYeOoFOnHkiS0mjbomkan3/+MS+99FydBPimTZt47733uOCCC7j77rsBOPPMMznvvPN48sknOfHEEzEajXXaFiEaGkjFdER93l9f4gsD63Inrr+mudMTtX9txRbRhuWrW9eJMi3NgcVijkYJqowghA+2+OclScJfXo4pJUV/TlXR0O+WAMzhxyMEPR7Kt20jo2dPyrdtQ9M0Ujt2JH/pUtK6dsWckkLQ48FgtaKFBQSArU2bmECRZTzFxVgzMhJ9R/YiIhRFISMjHSBq+V1a6mzAHouhuwlWPMmbEgZvRfZbLF9dn/a7VqoawrT2SENLbX9F/5HIUDdFkfnll58pLS1l0aKFvPzyS1gsFgYOHMzBBw/h4IOH0bt3nwaJtiuuuIh//13BEUccQWFhIbt3767V+7799ltUVeX888+PPqYoCueddx633HILCxYsYOTIkXXaFiEaGkBd0hEViR349TuQ9Jxb/dMRzX/TUXM6Jn7YVGKLaP1pDTdXaWkp0e8ynviTTHxoOV4oxGN0OGKvl2W9T0VV8ZWWYrTZkE0m8v/5h6w+fVDMZtTwKGJbbi5qQD9+jDYbRrsdNRSiZP16svr3x1dWRsjrxdamTSyyoChoqhoVDAnbGn5N5IdRUUDEi4pISkHTNNxuL+XlrvruxkroJ3kvHk/lHv6K7XcRAVFT5XxrvlvfF4r0WmJKZ3VEhroBvP32VObP/4Nly/7hzz//pLi4mAUL/mDBgj8A+O9/b+Ccc87f2+L2Sn7+bm6//W4uvvh8Jk6cWOv3LV++HIfDQZcuXRIe79+/f/R5IRqaiaq8F+pDXc9Buk9BXdMRibTEj66mdIzRqGCz6XeeFVtEG7a+5MRut+Jw2KJ35rWlqotW5CIc/1z0MVnGkpERfTx30KDovzN79wZAVhSUcIgyo0eP6PPZAwYAYE5LQwrnUDVNQw4XX0rxP4AKkZHoc1WJnSqiEJIkYbNZojURbreXsrLGiUBEqNjDH5+vjswu0V8Xma6oD96q+HtJ9mOrZlrvB2jJSMPeyM7O4eSTT+XSSy9G0zQWLfqHhQsX8vffC1m/fj1ZWdkNWv5nn/2v2iLkvbF7925yc3MrPd6mTRsAduzYUedtEaKhjtTGe6E21KVALYKiKDgcum1yTT4FNZFMd0xWq94vraoq5eX77ihrWZbJzk4PdyVUuDOPFMNUeK7iXXxVKYtKd/IV7u6rSxfEX8TVYBDZYIjVKYTXU7Fuoaq0SUXxUBW1Od7i1xcxeQqFVPbsKarxvfWhqhHNkcFbFU2mIv4QOsl30aoN+0akIbkHbkV+29269aRr1x5MmHBOoyy3rnUHEVwuF3a7vdLjFkvEw8dT52UK0VAHGpKOqEhd3x9vm+xyefD761+N3jI/usrpiYrDppxOTyPeRSTPmcVqNZGWlhr9f8VCxuhFuJoOiL39vyqqExV7K1yUKkQPosuoIjpQXd1CfK1FVQIonvhtiX9dRbGjKDJ5edlomkZZmbPJ5oskjmh2JQzdMpmMOBy26Os0TY8UtazJVN3ZN8ydknf7K4r7ZKDauqjwY3IVNxM1IURDLair90LtqF2kIf7Cunfb5Pqtu7kO7orpieYaNtWSEZWUFHu0eh9iP+D4i/jeLqx1JZLmqK4IsWLKIOG5Cu141dVN1IbqBFDFbakYEYlQpSCRJNLSUkhLS8HlclNe7q7zdtWF6oZuORxWJEkiJSXeZCoQLawMhZI5SpY80cX6IklSk3pwNIRkFGV2ux2vt3JEOhJhqCoKURNCNNRAJLLQ0HRERWqzrPgLq8/nx+1unAtrSx/TFospasrTVMOmWvIzpqenYLGYEzsKKuXFtWhLY+QuP/J4bdIUVRG9c6+Bqooqo4KmNn4O1Vzsa3xPDVGT+K6Mva3Dbrdht9sIBAIUFpbWaTvqS2ToltVqRpKgtNSZMM8gfuhWfGdGMg3dSsaLWl1J1poGSM70T7t27Vi4cGGlx/Pz8wGqrHeoCSEa9oKixP/QGnfZNZk7xV9YG5qOqGLt0XU31wEeWY/FYkRRFILBEC6XJ6lOqg0lKysNg8GQcJdeZZFi3E6XlcRe7mrv0jUt9r69CIq6XMyr6s6o6/sSN7F6YVNJIFQRZYnsr5Dfj2I2J7y2qroNo9FIXl42breHsrLG67rYG5HfTMRkKrLd8TMN4k2mYv4Qfvz+YIte8JLxolZXkqkWqyLJaJ7Vv39/fvzxR7Zu3UrHjh2jj69YsQKAAw44oM7LrKe7wL6NJMW6I5r6GK3q7svhsGK1mgmFVMrKXI0sGBrXWKq2KIoU/lvB5wtQXu5uYsHQuI6bERRFJiXFEW6TtIS9Mmzk5mbpxUpxJ4yEvH0cnp078e7ZQzAcItTiBUE1RDoh4osRo+mIZjqR1riNe9kOTVUT9kNFIRX/uGw0RltAI49VXFb8e202K3l52VGR3bRU0b0SrocoL3dRWFhCfn4RJSXleDzeaBtxRkYabdpkkpmZhsNhw2hsyfu15Lmo1ZVkjjRESKbtGz16NJIk8d5770UfC4VCTJs2jdzcXIYMGVLnZYpIQwUas9ixJioeXM2V54/QXKI93lMiYkLV1DTFdxdv1W0wKNGQtL6+CqH1uNoFf0EBxqws5LCzo7Vt28p33qEQmixHC5NqcluUJCnpT/3x0YSqDKkqvi7y74DTieb3Y8nJSXiNFgwSdDpRrFYUqzX6eGTZ6el6sWlRUUmjC+0IkkSNYreyk6CS4A8RKaxUVS1hsmJTdw3tC5EGSK6LcjwtPeHS7XYza9YssrOzo94L3bt356yzzmLq1Km4XC4OPPBAZsyYweLFi3nmmWfq1ZUhREMcjeW9UBciP+RY26HWZHn+CM15UMdbXCuKVO+Rs/WncZRR/NAsp9MVLYRLSEXE1QUEysoIOZ0YMzMx5eREX+fNz8ebn48lJwdjaiqKVS+skwyJP8X4osW9CodqQvcVaxVqO7CqutfV+fEa2jzjn1eDQQJOJ5bMTCRFwZyWFhUPvqIirLm5yEYjssmEKTMzYb1VtZZmZKShqip79hTX+Hmbg4gJUEsP3Yp9Tcl50a2JZAz/x9PS21dUVMRtt93GsGHDEgyb7rnnHrKzs/n888/55ptv6Nq1Ky+88AKjR4+u13okrY6fcM+exvGNTybiuyOa8/tOS7MTCumhVoOh+fL8+vAVC+Xl7ia7u9GHTcUsrj0eH2lpjkYxbqotGRkpDfazqOhSGQwGo/lqiIsIBIO6bXOc1wFAyONBtliQJAn3rl2YMzIS8vUAAZcLNRTCaLNFUxBVUZ1AqMp1sb5U5QsB7FV4VHpPNYJhb/bS8evyFRXh2bGDlB49MEQiCuHnPJs349m6FXv37ljatau03IrraOxOi5ycTEKhEEVFjVOAKUmRoVvG8BTRmHiMTFaMDN5q6MUo0s2Tn1+UtB0Ie0OWZdq0ycTl8jSqc2hjYbGYSE9PxecLUFbWNNHUnJyUml/UxOz3kYbmTEdUhcGgIElSs6QjIjT15zSZDFFjnIjFdSR019yFTA1ZnZ4uirlUWq1mDIbEwkXV40ELBFAcjujFyr1pE6VLlmDv1o2Ufv2ir7Xl5eHcvJnyDRuwd+yIvXNnZIMBY7jtSQ0G8btc0TkRFS+AVV0Yq+3MqOIiX9NFO7K8Cgur7N1Qxbr2to54d8qKj2uaRtDtxltUhKwoODp0wJKVhTkzk6DTScm//1K+YQOm9HRyR47E1qULti5d9OcWLyZ1wIBo90mk4yLemMput2Gz6RfKxrgDbGyfAC1h6JY7PHTLGJ2ZEZmsqGlapcmd9dl2fZ3JeadeE8m+/S0daWgu9mvRYDYrGI1y2Cq2eddttZqRwyc4p9NNINCc/d11d6OsLfHDppzOmMV1S/yOGvLjjXSvaJoeXq44GyJyYZJttoQLdNH8+Th69KDtaadFHw+63Wz65BPS+/cnvV8/HJ07JyyreM0aLJmZmNLSooJBDYWinRVViYcE4RB3oQxvXNX+D9V4MVSkumVXWWehaQnLTUgXVJFCiCwfwFdWhsFiwZSSgiklBS3scRBwu9nz++/kHHII6X37kt63b3ROhhoMsvOLL8g94QTSBw+OrkdTVZzz5+MYOhTJaKy0jbm5WZSXu6IW0smKPnTLH43GVRy65XAkDt3SUxm1HboV+b5b50Ut2S/K+0rNSE3sl+mJSGTBbtcvcCUlzmY7EOPD3Zqmoapas7WLRTAaDTgc1katnahp2JQkSaSnOxrVb6Im0tMd0W2pC7E6jBBK/F1sFfn40p9+wtqvH6a2baOPq34/+TNnogYCtDv99ITX+8vK2P7995gzMsg76qiEO3Dntm0E3G5seXkY7fZKoqGieNibxXR1F/q9hfIrPlZtmqGaYsa9WVfHG1wFnU5MqXrRohoI4CksxLllC7LJRE54Noamqrh37KBwyRLcW7bQ9thjSQvPylCDQcqXLaNgzhxM2dnkjRuHMTUVTVXxb9uGe+lSHMOHYwjXP8Rvh6qq5OfX35Y6NzcLny9ASUlZvZfREAwGJeoPYTLFZhFETKYi/hBV1Q6lpTmwWi3s2lXQ3JvdKBiNBrKy0ikrc+F2J5/4s9utpKTYcbt9uFxNk4IV6YkWIOK9EJ+OaK7UhNFowG6PeH77MBoN0bB989K47YgVP1dVNQstdXdQl2hKxTqM+FHKkQswgBYMkv/221h69iTlsMOQTCa0UIiCOXPYPWMG6QcdRO4pp2BMSwPAs2sXm6dPJ+T10vbYY+l82mnIcYWPO+bNw5KVRVq3bjhMelFc6caNKEYjtrZtqxUPFUVM/DYmRAqqEQ5VFirWQTBUKUQqRBcqmkZJkoTR4cBbVET55s1YsrNJ6dgRe14ealAXsM4tW3Bu2kTeEUdg79ABLRSibN06dv3yC3lHHonq9ZI2eDBpgwcTLC+nYM4c8k49FSQJc6dOmDt1Qg0EYjM94rZVlnVb6qKiMvz++p7YW+5WMmIyVXHoVlUmU/GTO1W1doWwyUzriTQk5/Y1FvtNpCG+2BF0kRCZbFda6mrywqD4sL3L5SUYDIUvUAqlpY07za8mDAaFlBQbLpe3XrnReKxWMxZL4ueqjsYoTKwL6emO6EyLmogXPqqqRiMMUPnOOlRerqclFAUt7OhY9McfKBYLqQMHIikKIa+XQFERlnbtKFi0iPR+/TDY9PkFZevWsemzz+g0bhxpvXtHl+3asYOd8+eT2a8f6T16IBsMhHw+vKWl2Nu0iV74fGVlmMJjsKtqZYwfOgWJXRbx9Q5qIICkKDh37iS1Qwf8Lhcmu52Ax4MxXIBYFVWJhMi/IzUQkZSBp6AAe9h1TlNVStauJejxRCMKAZeLPf/8Q8mqVfQ866xofYevuJitX39N6dq1dDn9dLIiqQhVxVdQwOq77iJjxAjanXUWBrs9uk2F06ejlpWRdc45yCZTtFVTzc/H0KFDgtDx+QOUlNTtfKZHGvx1fl9zEG8yZTYbMcQJ00AgiCRJKIpMfn5hqwyhm81GMjLSKC0tb7b6r7qQmmrHZrPidHrxeBp2Xq2OZIg07BeiobpiR7PZhM1mpqzM1WStgPrdqwVFqRy2dzj0cH5JScuIhkiRYn2ImFDpXR9BnE5vjQo7IyMFvz9Q53RBfUlLc4TndexdNMQLHyl8kMRfYFWXC/+yZZgPOQTQP7t33Tp2Pf88be+4A1O7dtELZ/nKlWx+7TVCPh/9n3022lLpLy1l40cfUbBgAd0vuog2I0ZEow2aqrLy7bfpePzxpHTsiCTLlG/Zwq4//qDtyJHY27ePLj/o9yMrCrKiULZtG+bU1Gg9gKewEFtOjm42VFKitzDG1VtELphBnw+D2UzZ9u2ktm/P7uXLyR0wAG9pKZa0NIJ+P4bwBbdSvQR6zYHBYsGVn48jL09PJezZgyUjA8VkIuB2U7p5M9l9+0bf49q1C6PNhik1lZDfz+4FCyjdsIHup52mb3+kzqGoiO3ff0/XCRN0k6dggPx5v7Pq1VdpP3o0PS++OLrP3Bs3su7RR9FUlU6XXUbmoYfq21dQwO4XX9RrGa67Tk9ThEIE1q7F0LUrktkcrfmoa7oiLy8bj8dHaWnynwdlWY7zhzChKDGhFz+5s7UM3TKbTWRkpFJSUtZsHVh1IZL+KS/34PU2zT4VoqEZiHgvVPUpm7r1ML6LIL64KUIkd15c3Lz7VFFkUlPt9RYN9TWhqm+NQX2JtLRWJxokKXHKZnxnRORC6fzwQ0wHHYSxVy8kSaLs11/Z9fzzpB51FG0uuwzZakULhdj2/vtseeMNMg8/nO633IIpKyu6rJXPPUfRsmUceNddOLp00UXBxo38+8ILdD7zTNqMGBG9KG+dPZtdv/9Oz7PPJq17dyRJYsusWWiaRqfjjotexAtXrSKjRw8Uo5Hdf/+NNSuL1M6dcefnU75jB7mDBlGyYQOSwUBap07sXLSIvIMOqlVrZnwkIeDxoIRTJtvnzqXjkUeSv3Qpjrw8rDk55C9ZgqNdO+y5ubjy8ylatYqORxwR7YyQ42pCClesYPvs2fQ+7zwsWVmowSDbZs9m2+zZDLnrLkzhIlDX9u0se/RRjCkp9L76ahydOkVrIYwpKez47DNM2dlkH3WUvo0lJWx99126XXcdqt+PpChIikKwtBTnn3+SPmpUpe+14ucsKCgiGKz5xkEXDd5mjw42BllZaSiKgt8fxGQyRlOjrWXolsViJj09heLisvA00uQiMnOmrMyNz9c0+zAZRMM+ayMtSXsXDNC0uSebzRKdcOh0eqrJ8zfZ6mtFfXKcFkts0p/T6alHmLC5Wy6rXp8unHQ7X58vgEGJ5fIj71NdLuwTJmDq3Rs0Dd+mTbj/+Yce06aRd+21uotjKIQvP5+g08nwH36g76OPYkxLY9u0aSy5/HIA+lxzDYe99RYp3bqx65dfmD1uHGvffJPBDz5I7qGHRqMAq6dNw962LUPuuov0Hj3YNmcOc2+5hewDD6TzqFEEnE42zZiBJElk9emDYjSy9uuvSe/endTOndk+bx4FK1eSO2gQRWvWkL9kCWmdOrHpxx+RFQVJlvnu0ktRg0FKNmxgy88/A/DXCy8Q9HrxO52s+eILJFlmwZNPEgoECPl8LHz6aWRFIej1smfZMtoMHMjm2bMpWb+e3MGDKd+6lfUzZmBv04Z2hxyCr6wMJAlZUVBDIRY89BB7/vqL7AEDOOA//2Hbzz8z97bb8OTn02nUKIZPmoTRbqdk1Sq2fPUV9vbtGf7SS/S78UaWTprEjyefzPbvvtPTEJpGmzFj2PP99/x60EFsnToVxW6n23XXRZ0llx98MPlvvolss5E+apSeKgmFKH3mGYirY4iv38jOzoymp/ZV9OyRRklJGfn5hRQWluB06jdMZrOJ1FQHOTkZ5ORkkJbmwGIx12t0clOR7DUD+0v3RPIcEY2ILNcsGCC+ELLxLmSRi5HZbMTvD1JWtrcoRtPMR6iJ+hzUVc3EqE9Yszk/a3Wf02QykpKit0oGg0HMZmN0wyL5bk1Vke12Qlu34vr0UyRZxtSpky4WgkG2T5rE0n790ABzbi5d//tfNE1jw3PP8VP37pQtXcqAZ5/V77YNBtZPm8bXgwax9euvOWzqVA6aNAnZbObfl17itwsvRJJlep17Lpl9+7Jz7lz+d8opAIx84glsbdqw6v33+f3OO+lw7LEAuHftAqDHKadgTktj9+LFBDweOh11FAUrVrD4lVfoOW4cZVu2sOztt2lz4IHs+PNPHO3aIRsMLJ8yBXO4g2HRc8/hLy9HDYVY+uabAKR17cq/H36IJT2dguXLKVm/ni7HH8/vDz+Mc8cO+kyYwLJ33mHnwoXkDRlC7kEHEfB4dNdGhwNfcTFLnnsOgKF33YVz505+vPRSPHv20OP00xn+wAMsffll1nz0UbRwMrVHD7x79vD14MFs/PhjLNnZHDp5Moe/+y67fv2VQHk5WjCIbDbT99FHGfHzz5SvXMmPnTqx+oEH9CiDwUD/BQvQgkH+6dWLXc8/j+b1IikKKVddRfH//R/OKVMSZmFEvvOUFAd2e/W1HK39oqCnqmL/DwSCOJ1uiopKyc8vori4NGouZ7VaSE9PoU2bTLKz00lJsWM2m1q0mLL1+DS08IY0MfucaFCUWIdETV9eTZMm60rkYiTLMm63F5fLs9cDPPZUc/8Q6+bTkHhX7q/3sKlk+LHrESALqqoRCoUwGAzR7VLXrNILG2UZrbycoltuofSJJ7CNH68/73Kx/eGHWdK5M5LBwIFr1+qvDYX49847+bFjR8qWLeOIJUvo9/jjyCYT7o0bAZBNJkbPmcOwZ5/FYLOxevJkvujRA0mSGPnWW0D4pB4K4S0u5sTPPqPjMcdQvGoVXxx9NAabjSNfeAFJlvntpptYPnmyfuELh5JzBw+m87HHoqkqW3/9laPCkYLpp53GMc8+iyTLzL7hBgZeeikAK95/n5ROnQh4PJRu2kTQ40FWFLb/8QcAbYcN46/nnwdgxN13M/Oyy5BkmVGvvMJnJ55IwO3msAcfxBYu0HTk5WG0Wtn28884t2/HkplJ3ogRfHHUUZSuX0+3U07h8Kef5seLL2bhww8jyTIjJk2i51lnofr9LH30UfwlJfS67DJOmDuXXb/9xpf9+rFu6lSMqakMeewxjKmpFC9cyOzu3dn02msoViv9Hn+co1etIuRyofp8aH4/qttN7lVXMXDFCgKFhaw+9VT9O7DZyHj6aUzDhlHy4INVdoqkpNhxOGw1HEUtfxzXB/3nXvW260O3AnFDtwopKSnH7faG03hWMjJSW3ToVuuJNCTn9jUW+4xoqJiOqMv31hjq2W6PXYzKy921qhVobNFSW+qyb8zm2F25y+VpsMdC896pxI2gliVSUvQIUCAQRFXVaHW5JEmoRYVIPXqCJBFYtYpdo0fjuPxysl55Jeo4uKR7d7zr1nHghg20u/12tEBA76QwGvHt3MlRK1Yw6K23MKamsuWtt5jdsyfLr78eTdPocsYZmFJTWfvOO3zRuzfbZ87k1KVL6fPf/xIoLWXeZZfx6/nnIykKXU85BcVsZv499zBzwgTGfPQRPcaPp3TDBj4dPpysAw5g2H334Ssu5vPDD2fTjBkA+p22LDP46quRwyO6x//vf9hzc9m9eDHIMqmdOrH1t98o3bgRc1oahStXgqYRcLuRFQVfSQl7li/H0bYtu//+m23z5pHRowdtDz2Usq1bsWZlccGCBVEfidSOHSnbvJkd8+YBkNq5M5+NGMHO338n75BDOPHTT/n6hBNY+tJLmNPTOfXbb0np1IniVatiBllGI9a8PL7o0YPlTz6JYjIx4qWXGPXjj6x9+21+Ofvs6GTLrEMPZcTs2WyePJnZPXqwefJkFJuNfk88gSE1lUBREUu6dmXH448jyTIdH3yQXtOnAxDcvh3fL79g6teP9Hvu0Y8QVQUtccqoI3yBrEi8d1brRKr1tusmUz7Kypzs2VPMnj1FlJY68fn8GAwKDoeNrKx0cnOzyMhIxWazVnJLbfStT/I7+f1FNOwThZD1tYKOFQT66l1Yo49GjvX2u93eWm9DpOWzKbs3qkKS9KKdmoyW4k2OnE5vg9tSU1P1nHRjzgLY+/r0O0a324fdbkWS9IJUo1GJCoaq/AgCmzdj6NABSVHw/PQT5qFDkWw2/Nu3Y+7cWfdpeOMNtt1/P93efZeM0aOjF8Adn37K6nvuwbtzJ0O++ILso4+OLt9XUsL/DjqIoz/7jMzBg0HTWD15MovvvpsuZ53FsOeeQzGZ8BUV6TbKPh+yrI+KXvXuu/z83/9y8v/+R4ejjqJs40a+GjOGvhddxMF33EHZxo18duihjP7wQzocfTRF//6LLTcXc0ZGJZtnTVUJeDyYU1IIer2Ub99OaseOyAYD5du2YcvNxWA2E/L7dfFRhQHU9l9+wbl1K30mTqR8yxbe7dGDEz79lG5jx1K8Zg0fDhrE0a++St8LLyTo8fDV6NEoJhMnTp+O0eHQ3TMXL2blCy9w0KRJ2Nq1w7tnD7NOOgl/URFDnniCzuPHx1JFBgPLrr2W3JNOos2YMWihEHt+/JG/JkzAmJHBwFdfpc0JJwDgWbOGNePGoZaV0f6++8i55JJoe+yOwYMx9u1L5tNP6y2YmkZowXxksxl50EGx40FVCYRUCgtLop872Wcf1EROTgahkNooczMiQ7eqMpmK94dozPNass/OaNMmE1mWKSpquvO5KIRsIJHoQm3TERWJN3eqD5G7cFmWwumI2gsGff0to0hrSotExJTJZMTvD1BW5k7KH2lN6A7Hei0GgNPpwWQyYlAq3xEFP3gXdfduNE3D2Lkzofx89px9Nvnjx4PNBrKMuXNniv/3P5YNHMim666jy0svkX7ccQD4du7k14MP5q8JE8g7/XRG5eeTc+yxuNas4Y9jj2XTK69gTk/n9HXryDroIAoWLOCbYcNYcNNNHPPVVwx/+WW0UIg/rr6aj9u2pWz9ehSTCdloJOB2s/Wnnzhr0SI6HHUU+X//zacjRtDxuOM4+Pbb8ezZw1ejRpE7fDjtjzySknXr+GToUP595x0kSWLNhx8y7/bbCfl8aKpK0b//Qvj7NFgsZHTvHu2QSO3UKdrx4C8rY8usWXiLi1FDIb4ZN465t9yCJMsY7XZmXXgh6z7/nJROnRg1bRrfTZjAphkzyOjVi7MXLeLHiy9m7q23opjNnDZ7Nid8/rneIRE+ANP69cNXWMiX/fuz9p13sOTkcPIffzDwrruYc/rpfH/88VHBoIVCyBYLf55wAn+edBKuDRtoM3o0o/fsoUu4nkTTNMrmzsXaqxcDly2j01NPsfE//2Fp//6oPh+SotBu8WKsY8awvU8fSiZN0r0Lhg1HKy8j8MgDsQNHljEqcpURh9aanmjMNKjeBeWhuLiM3bsLKSoqxel0EwqpWCwm0tJSyMnJJDs7g9TUxqmHaD01Dcm5fY1FqxUNFYsd6/c91W8Gg25BbcFmq1s6ovrltUxxUVWrjdVlxIRQ46E1WypGN/PSHQBDIZXychdWqxlFlhI/eFEhvvNOR8rORsrJgXCV/fbevcFmo+Pu3dG77X+PP541p56K9YADGFJcTNaZZ+Lfvp1QWRnm3FzsvXtz3LZt9J00CUIhVt5+Oz8PHIhr/XranHSSvl2yjK+wkJlHH405O5tz9uwh97DDKFq8mP8NHszat9/m5IULSe3enfL169n0+ecYbTaOnzqVjN69ce3ezdcnnEDeoYdyxAsvEHS7+XrMGFy7dzP6gw/QVJUfzj+fkM/HAf/5DwGXi1+uu441H32EbDSy9aef+HDgQFa//z4AM88+m1esVnb89huaqvKSwcAHBxwAQNmGDXw9ZgwrXn9dT0V07criZ54h/6+/aDNkCB2OOYafLrmEknXr6HH66fQ+/3xmjB/Plh9+ILNfP85evBh7Xl40YmFKSaFs3To+79GDP6+7DkmWOebLLxl4993Mu+QSfjzpJDy7d9Pz4os5Oz+fkW+9hWwwUPznn4S8Xvo/+SRHLV9O2ZIl/Ny/PytuuomQ10uPW2+lzQknECgs5N/DD2ftGWcQ2LmTrLPPZkhJCWnHH49sNhMqKiK0ezcpF19Mhy1b8Pz4I6Hdu3XhcPhRGK65AW31qpgkkOWoN0DkmILkDY/XhNTIw7bi8fsDOJ3ucD1EEcXFZVGrZ5stVg+RlZWOw2GLuq3Whdh5Mjm/ACEakphIdAEa9gOuz3sVRYnehesjUOsfimrJY6uqAzu+SLChQqjqdUJzFH3KskxKih1ZlqLpkOiEygohKf8NV2N68XWUUSeCJOH+3/8offBB8mbNIvutt5BkmVB+vr79fj/9Fy6kx0cfIVss7HjySZb268fmO+5AUhQOev99rO3bs+Ozz5jduzfrn3iCbjfcwDFr12Lr3Jmd06eT/913mLOyOKeoiONnzMBgs7H0kUf4dvhwgh4PE3bsIHPgQHbOns03w4Yx96KL8BXFzIfsublcsmM7J372GbKi8N2ZZ7Jn8WJO+/FHjDYbCx9+mN1//slhzzyDwWrln+efx1tQwJA77kCSZdZ//jkAWQMGAFD877+6e6XbjSTrhZgla9YQcDpJ69kTgJVvvw3AgdddB5rGbzfcoBdFvv8+/rIyZowfT8jn4+jXXiOtZ0+2//ILajBI9gEHMPjmm/X1vv8+vsJCUrp3p/+NN/Lviy8y85hj8O7Zw4Cbb+akP/9kx48/8mW/fmz53/+w5ORg79AB17p1/H7EEfw8YAAFs2eT0r8/x27cSLcbb2TDs88yu2dPQj6fbk+dmUnP6dMpmj6df/r0YcejjyKZTHR58UUAAuvWsaNfP8onT0bJzCTvp5+QUlPR1BDBF59BSk1D6t2nkog3m01kZaXR/AXLjUvF7ommQi+q9FNW5qKgIFIPUY7X60dRZBwOG5mZadF6CLvdWsuiyuStaUicAdOCG9IMtCrREF/s2BjUNO2vImaziZQUa1xRYMPuwuu6/sYmst6KRYLl5c1bY9GYGI0GUlP1SEkoFELTNGw2M6bISSncy6+pKprXi2nKR0iZWQSnf6ZfeHr2pOOuXZgPOQT/okXsGDwY57vvAtB39mwcQ4bgWriQ5UOGsPW227D270+nSZMAPYqQP3Mmf515JkGnkyP+/pt+TzyB6vOx5OKLWTR+PH9fcAHBsKMiwIZp0/j7rrvIPfxwxq9ejSUri9Wvv84Po0ej+nyMX7MGc2Ym66ZO5ZP27fln0iQkWYnWGZz8zTdcVlBA7rBhFK9dy6JJk5BNJvpfcQX+8nIWP/00AN3GjkUNhdjw5ZcApIQnbZasWwdAyOcDKdZNsHvRIr0lU5YpWbOGHb/9Rmrnzjg6dWLH3Lms/fhj7G3bMviWW3B07Ejx6tUoRiPnLl3KiEmTdAtsj36nue2bb/jtggv47vDDcW/fTp9rruHwd98lf+5cvh48mPzffydn2DDO2rmTgffeS4dwbULI68XeoweH/vYbvh07+OO441h61VWofj/9Hn+co1auZODkyShmMyUzZuDbsIHMceM4uLAQ+9ChbL3zTpYdcADOhQsBMB98MI7LLqPwqqvYddRRBDdsQLZaQZIJrf4X36mjYE9YIGoa/P5T9JgxGo2kp6fEnmuF6L/35t/2UEiNumjm5xdRUFBMWZkrOt8lJcVOVlY6bdpkkp6egtVqibpXVtz+ZN33+0uUAVqRaGicdETV1HTNjuTFbTYzqqpSVubG7288m9CW0AyR/adfZO0oiozH48Pp9DShUm7a9ITVasbhsIajC55oW6jZaNB3sqqCpsLShfrAJosF3C58F5xJ6M1XADD27w+SRNFtt7FzxAhCO3ZgGztWz5kHAmz6739ZMWIE7n/+odNzz9H/998xZGSwe/Jk/Nu3kzNqFANefplRO3eSNngwRXPn8svAgWydMoW0IUM4btMmDDYbRXPnEnK76X7BBZy1cyfH//ADstHIn9dfzx9XXoliMjF+3Tpsbduy/r33mHfJJbh37KDbeechSRIrn3+eJfffT8ny5VjCxY4ZPXtytdfLlaWlGMxmyjdtotv48eQOH44tL48dv/6KZ88efV/l5ODcto2gWy9KDXn11rqIIs9fuBBJUeg8ZgwAK8JRlzEffsgxb7xBVjiFMfKJJzj122+jsyQkSaJs7Vq+7N+fT7t0oXzDBjqddhoD77yT0tWr+e6ww3Bu2ED3Cy7gmK++wrNzJzOPOopNn3+OOTOT/jfeSMjr5a9zzmFO794U/fEHGcOGMWr3blIOOIDNkyfz84AB7PnxR1L69iVv7FgChYWsO+cclh14ILtefBFDejp9f/qR7h9+iHftWlSPRxeJHg+ZTz1F2wUL8P71FzsOOADPzJn6zIbnX0M+5ni8wwYQmvmtvi+GHAafvBU96TR3i2FTkAwXtWAwhNsdq4eoaDKVluYgJyeTnJwMUlMjJlNSk6ZXGkqy11s0Jq2ieyI+utDY30lNQ43iLZMbe6xzYw6OqitpafpgIFmWazVsqjFoqgFd8XbQ8fM9HA4rRkWOKc2yEnjkZnjkDVAUQvPnEbj4XLSsbCzf/4pkt+P/91/2jB9PYNUqrKecQs7HH0etopEklvbrh+py0ffXX7F07UogP5/1F11E6XffYR86lP7z5+uRjGCQ1ffcw7onnwRVpdMVV3DAyy8jGwysefhhVt97L9aOHRn5229YOnYETaNszRpmHnssvqIizli3Dlv79qyfNo25EyeiqSrHfPUVnU49lS1ffsns8eNB0zhx7lzajBzJ6tdeI+jx0GbECLIPOaRS9CraNeFyEXC5sLdtS9DjoXDZMtRgkIzevbFmZ7N70SIUkwlbbi623FxCfj+gIRuMleZQRDoNileuZPGdd1K0ZAmj58zB0bkzs8aMYcesWaT26sVJ8+djSk3l57PPZvNnn2HNy2PUjz+S0b8/u+fNQ/X7yTvyyJhvQijEsmuuYfNrryEZjfR78km6XX89ajDIyptvZuMLL9D2jDM4+KOP9K4ITaPk229ZEzbESj36aLq98w7mzp0JlpRgSE8nsGEDu48/nuz338cyYgSq282es87Ccd552M8+G61gD1J2Duriv/Dfci2Wn37Xd1wwAOVlkJ4ZqazF5fa2uu4JSYLc3Gzcbi9lZclrgb23oVv6TYBGaWk5fn8wqS7QiqLEdac03bGRDN0TSS0aIjc+NTk7NoS9zSewWExYLHpVudvtbdToAjTO4Kj6IEkSaWl2JEmqNESrKWmKAV16jtRa5RyMjIzwDyx8sufhG+G2x8BkRnOW422fgXLFfzA++gySwYCmqnjnzGH3cceRNWUKjgsuAFWl5J57CBUVkT15Mq6//8Z6wABko4nir79mw2WXEdyzB0NmJv0XLcLStau+ymCQxRdeyPYPPmDQ1Kl0OP98VK+XxRMnsjNcVzBw8mQ6XX45/vx8gi4X9m7dUEMh1EAAg8XChg8+4LeJE9FCIfrfeitDHn+c0tWr+XbYMALl5XQcO5ZjvviCon+W8M3QYWihEIMeeIBB997L6tdfZ/vMmaT27MmB99yD0eGgePlyrG3aYM7KinpP1IQaDFKyciXu7duxd+xIxoAB/PPII6yfMgVfcTGnr1+PYjYzLTUV1e8n9/DDGfPzzwScTj7KyYk+NurHH5EkiW+HD6fw77/JO/poRn3/PVLYT8K5ahUrb7sN1etlyBdfoNhsrHv8cVbdeScA7SZM4MC33kKx2yn5+2/SBx2IFlLZcuON5F5zDda+ffHv2MGKESPwb9mCkpJCp6eeos0VV+jTNr/7jvyTTwZFIe2uu0i/915d3LlcSFYr3r6dMU39COXQw9GcTiSHAzxu/Y7FYIzdtagqyPqkyPoYnLUUkiSRm5uF2+2hrKz1CB5ZlqMCwmIxJ6QBAoFgeF6Gv8WHbhmNBrKy0gkGQxQXN11LuRANe6G+3gt1pSrvgIqDjCLWqo1NY/hE1BU9cmJFlvUJf6WlzXcC0QueGk80mM1GrFYzAC6XN+HEkSAYNE2/Y1QUNMLTDbduQV22BOWkseB24b/iQkyvvI0mSaglJRg6dSK4ZQt7zj4bX9glsZPPh2Q0onm9bL7hBvJff13/XCNG0HfWLBS7neKvvqLos8/o+sYbSCYjvvw9WPLycG/axIJTT6V82TIADvrwQ9qffTaeLVv4/Zhj8GzeTIcLLmDgG28gKwqaquLaupV/X3yRgkWLGP3TjwRdbr4ZOpSyNWtAljm3qAijw8E3hxxC4V9/AXBOcTFGu41PO3fBs3MnssHA+R4PJcuX83V4vHTPSy5h5Ftv8c+kSax9801ko5FB999Pt3PPZdYJJ1C0eLFelLl9O2ogwIeZmQC0GzWKUd9/z46ffuKHcKvpoPvuY9D997PmzTf5PTxrY8hTTzHg5pvZPnMms8L1Cd3OPZcjpk0j6PPiy9+DrUMH/Xvw+ZDNZvJ/+IE/R48GIO2ggzjku+8w5eSwfdo0Fl9wAQCO3r0ZOW8exowMJFlm7YQJFH36KbLdTtfXXyf73HNRfT7WT5xI0SefkDZqFH2+/z4aHfH++iu7jj0WgkHMw4eTPW0axm7ddLHYsz0UFmC4/xGMN9yqmz4Fg0jnHgmvfw0Z2dFWzIhw2LWroFGO4+agtXtMAGRnp6Np4PF4o9GIyGwMfehWMOoP0dRR04qYTEYyM9MIBIKUlOx9qm5DSAbRkNQ1DU0tGHQS8+wGgxK1TPZ662+ZXKs1N9Anoq5YLCZSUnTDI71IsHnWG6PxVmizJba8VikYIBauMhjB50O64lS0UBC5cxcMJ49DW7cG3xFDUb/6Qg9ROxwYOnXC9cUX7DjwQHx//IGclUWHzZuRTSbdPXH3bgo//RSAvBtuoP+vv6LY7Wy77z7WnHYaBe+/z9oJE5BkBXNuLiGvlz+OOSYqGIZ98w3tzz4b59q1zDvsMNzr16MFg7Q/7zxkRaHwl18o/OUXHJ07M/SppxgzZw6yYmDz55/jDNtSHz5lCqa0NP596aWoYOhx8cWY09NZ//40PDt3AtB94kRkg4Gt334b3SWZ4fqDoiVLcG7aRNnatXjCsyx8xcV4du8mUFZG0ZIlGFNjPgU7f/oJb0EBuSNHRh9b+dxz+EtK9PWEizsX33UXJf/+S7tRo+hy1ln0ueYa+t96K1oohMFswd6xIwWzZ7Ng7Fh+aNeO0n/+oc2oUQz+4AMASv/+m7kjRuDesIEO55/PiDlzMGZkcPBnn2HKykIL6t911zfewNy9O6rLxfrzzmPjf/4DskyPDz+k+7RpdHvnHd0EasIEfH//jeWII+i4fTuGrl3xzZ9PYdhSW5JlLMs3IA0ZRvDu2/CdPQ7cbjAY4KzL4bRhsP5f/TjyeUANgaqSmxubZJrsxM4xrSc6UpFIIaTb7aWkRC+qLCwsobzcFa6HMJKa6iA7O4OcnMzwqOrmGbq1P9U0JK1oaOxix72tJxLyslojF9X6TnCs89qBphcN8cOmgsEQ5eWuaMS+uWlop0h8p4ffX7nTIzXVHnvxjg3gDUeQCvPhnCMgfwcoep409PUX+I4YirZ6FYa77kfq2g1JlnF/+SV7Tj8dtaQE0yGH0GHzZl1IfPYZ7s8+w9ylCz0++IAen39Op2eeQfV4WDN2LNsffBA0DXP37vSYNg2AwM6dKBYLR61cScdLLuHQX38l96STKFu+nN8PPxzP1q0ADHzjDXKOPZaSv//mz5NO4o9jjmF2z574i4uj+6znxRdzgcfDGZs30+3cc/EWFLA4bIcMMPjBBwFY8dRT0ce6X3ghANviRENanz4AODdsiD4W8unHutHhiD5WtGQJsqKQfcghgF5rsOmTT1AsFjqfcQYA/tLSqPXzyHDkpU24S0KSZY788EOGv/giWYMG4d68meI//9TX53Sy++uvCRQVMX/UKJxr19L+7LMZ8NJLALg3bGDuiBGU/PUX2UcdxeiCAlIHDKD0p5/4p1s3dj71FIa0NAYuX07KYYcBkP/qq6wcORL/tm1kn3supnbtcL77Lu7PPmPXyJGUv/MOSps2tF+1CusZZ2A/91wAgtM/BbMZ88xfUC67CvWbr9A2rNN/IGdeAg+9CleO1XeK2aqLBllGkqTE4y2pSd52xdpSVfdExGRKH7qlm0zpkWEVq9VCWlrzDN1KdovrxiRpRUNzoR+E+oXIYoldVJsjR9YcA6uqi5y0hCJu6Cr1GpBYp4c+ECz2vMmk6K1aqgqFu2DnZv0kX7Abxh8CKenwhX7RUrdswn/u6VBejvH9TzHccS+UFKP5fViOPRY5PR3H1VfTdu5cZLud4nvvZc+ECew56yz8q1eTPmYMWePH4127luXDhlH89dcA2IcMYeDy5SgpKWyfNIklnTuzJeyRcOCbb5J1+OGULV3K70ceiW/3bgB63HEHnS65BPfmzSw48URCLj183OGCCzBlZFAwZw6/HXIIqx94gNIlS3B06oSkKFiyszmnqIgJO3Zwwu+/Y2vfnt3z5lGycmV0n2QffDC+oiIKwhdrAHunTgCUx4kGNSwaDPGi4Z9/9O048cToYxs+/BCA/jfdBLJMm8MOw5iWhqaqdDv/fCYGAoyeNYt24fSFJEm4N23il0GDmN29O38cdxzOVavIPfVUulx9NQD+/HzmH3cc3u3b6fKf/9D7Ad2Z0da1K6Ys/W5ekmWCxcWsGjMG//btbLn1VjZdey2SyUTfOXPIOv98AFyLF0fdLgFsp5yCnJeH5vVSeMklFF51FUgSbT7+GPuFF6K5nAQumID/nNPA78P4zMsYX3oDqUNHJI8LVi2FI8bAS5+hhfcRpvAIbU3DZrNW2R6YbOwLd8I1+Uxomm4ylTh0q2yvQ7fqYzJV3bbp29B6929taf09RA1Gb+UxGJRKhXRNT9NGGsxmE1arXsjpdHoqCaHm94eo/w8qUpSqafpnqSpnabfbovlmjGY4+Gj9/+v+hQOHoT33IZIkIXk90L4jpKVh/u5n5IGDUNetwT/+RAzX3YzhsqvJ+/13jL17o3k87DnzTNxhfwM5MxMlIyNhvd7wxTf1+OPp/c03yCYTm2+6iV3PPgvAzscfJ3P8eBzDhgGQMmAAh8yYweKJE0k98ED6PPwwwdJS/hwzJiokUgYOpOeddxIoLmbxBRfg3b6dkgULcK5axUEffEDJggWU/vUXGcOHkzJwILa2bQHIHTmSC0MhQj4f/pISDHY7/rIyhj73HK6tW3Fu3Ii1bVv8ZWVRi2Y1GAx3SYDRbseUkYE5Ozuq8rpMmIApI4OULl2wtmuHpmnkDB/OhYFApbkUwfJyNr33HkW//krJwoWMmD0bW9eu0dRFyOlk4fjxHL5wIf2ff56CX3/FuWIFni1bmH/ccYycO5eed99Nu/PPx96lC5IsUzJzJpIskzZqFAOXLmXpgAGgqux+6SX827bp6YipU7H06kX2+edj7tIF91dfEcrPJ+Xyy+mwbh07Dz2UwNKllE+ejH/JEtp88w1KdjZqSTEA6rdf4zvmUEyf/Q/DRZfpH2brRjj7CHj9Kxh2pC7tQ0FY+w/0OTj6w83JyWwF9Q2t25gK6u4zoQ/d8uP16se2osiYTCbM5tjMDNAv9H5/IFpUWZ96iP1JNCRtIWTEyKkpsVrN0e6I8nJ3sxfPgJ5/9/kCDTaKikeS9Jz/3oZNNXZRYm2I7O+SEmetf1z6Z7FiMu29KDUtzYGMluj8tX0DtOsKO7ZCXnt97PX1Z8HZV8CRJ6CVlSKlphH67Wf8546H4mIwm7Hscet3tps2sfuUUwgsXw6A0qkT7ZYuRUlLwzllCkpeHtYxY/Dv2sW2+++nazi0vuGSSyh4773oZvT45BOyzjwT199/s+OJJ2h/113YDjhAL7ZD77T449hjKZo7V3+DLDN6925M2dksHD+eXeEpjQCji4owpqXxy6BB0RoJa8eOHLtpE+4NG8ifORNHr17Ye/XC2qlTpYs6kNA2Gfl/RCBU9frqKF+5kj2zZlG+fDmutWsZ+tVXyGYzM+z26N1+zqhRDP/+e7zbtzOrQ4foe9udfTYHf/gh/uJiZuXlofr95IwezcDXXsMajoT4Nm1i01VXUTprFpLZTO+vvyZt1Cjcy5axbODA6LIcw4fT+5tvUDIz9cjGl1+SP2ECBAKk3X03GQ89hOb3k3/aaXhmzMDYrx/tFi+GsD24+u8KfCMGQTAIbdpg+nA6yiGHgt8Hg9NB1eDZaTDmdH2FFw+F/3sDeg2KboOqquTnx5w7k41IdX9ZmbNRzzXNSV5eNh6Pt9Fatg0GQ4KAqDx0Sx+8VRujO7vdSkqKXtTucjVdUbsohGwhInlxi8UUvZi2hGCAyAm88ZanKLqFcszmurphU1oLRBrqRuyzGPD5AtUWpVosJmRZilW2axrs2gyTLtZVR9sO4PMgXXoC/PAl/PuPvt9T0whOm4r/1FG6YDAYMP++OHrhDG7ZQmDVKgCMAwfS/t9/UdLSKH3ySQouvpjdp5yCc+pUTHl5dH31VbRQiDXjxycIhs6vvELWmWfiWb2aVaNHU/Txxyw78EA2XHIJSJJuMmU0MuTzz+n72GPIFgtDv/gCU3Y2m994I0Ew9H7oIUwZGWx5++2oYADo9eCDulXzM8+w/NprmT96ND917Yp782YA/jz5ZBadcQZLr76aNQ89BIBrwwa2vfce2z/+mF3Tp1O+YgWSLFO6ZAlb332XTa++yvqnn8a3ezdqMMiiM85g7ogR/Ni5M38ceywA/oICVtxwA1vefJPCX35h0yuvoFgs9A7XVgDs+eEHdnzyCZb27el1333Rx3d89BEbX3oJU0YGR69dy6j8fIbPnImtSxc8K1ZAKISpQ3u8mzYBoPl8rB47ltKffsJ2wAEM+Pvv6LKMbdsi2+2xk77TCQG9hbn04YcpuOgiPSXx9dekXHMN2VOngtFI4NbrCc2ehdy3P5YVG8DhgPx81N9+0RdsMsPsdWBQ4NoJ8OtM/fFnZ8Jtp8LWtbpZGPqJ1Gw21XxQtxCtPefeFHfywWB1Q7dC4aFbjrihWw4slurrIWS56SINu3bt4r77/o+TTz6Ogw8+mKuuuorN4d/23njmmWfo3bt3lX/KysrqvT37XaTBaDRgt+uhUq/XjyRJdb77bUxqMpeqCyaTEZtNb0F0u317NYyy2SyYzUaKi5vPdyMSaSgtddbYkWIyGbDZ9O/J4/Ht1cci2i3hdYHZBgU74KrD4bxb4bQrobQYLhoDyxZBj77w1V9oJjPs3IG3Tyf9TGqxYP57FXKnzoRmzURq2w55wEBKn34a9zffkPf990gmE0W33UbZk09G122fOJHsd97RjY9CIQo/+oj14fx6+wceoP099+Dftk0v0AsXPQIM/PdfrH36sOedd1AyMsg4+WTdKyIYBFnGX1zM7O7dCZbqY4xli4UxJSVowSCze/TAF+52ADjBqd95zWrblmB57Ps8KRDAuWoVv4TdGwHSDzmEw+fPZ8Ozz7Lippuij3e6/HIOfP11Vt5xB+sffzz6+JAvviBv3DhmpqYSDK8nEglR7HZm2GzR15rz8jhu82ZCHg8z09Ojj1vatePo1auRTSZ+aNuWkMtF1+uuo+Mll+Do1Svq1ln0xRfsfuEFyufOpc0VV9B18mSCxcUs7tABNexcKdts9J4xg9Qjj8S5cCHeNWvIOuccfdDYI49gv+ACjN26UT51KoUXXRTbhlGjaPP550g2mz5PZP48/McdBiYTxjfexXD6WajFRfiGH4jllwWQlYU041MYe55eE3NsL3jkdTjpLH2Bu7bAr9NhwvWxlBgkbZoi0hJYWlrezCnYxqG5W0YjJlN6JMKkz60Jo/tD+PH5AgQCATRNL8C22aw4nV48nsbz3CkrK+Wyyybidrs444yzycxM5e2330aSJL766iuysqrv4LnqqqtYs2YN119/faXnTjzxRIzG+tVzJG2koSmu3zZbzGbY6fSEc13N08FQHY31OSsOm6rZYbIlCiFrt06r1YzdHrGD3vvgrPR0h363p4bAZNW/yMeugCHHwrgrAQn+/CVBMGCxIhUXILXvgHzCyZCejmXFRl0wfPkZ/rPG4jtmBFpZKWk330zerFmgKBRcdlmCYLCOH0/222+j+XwU3XgjoR07yD7vPA4qKKDz88/T/u67CRYUsOq44xIEQ7cpU7D26UPJ99+z4bLLWHvaaSzu2JGt990Hij5XwpyVxZjCQo5Zt45+zzzDkM8/RzGbWffYYwmCocPEiRjsdra9916CYGhzyinIBgMFs2Yl7q+DDwaIRiEiqOGaBiVcexChfMUKJEki+/jj416ssuurr1CsVrKOPDL6sG/XLra++y7GtDQ6XXll9HHvjh1sfOEFZJOJ47Zt40SXi35PPEFKnz54Vq3SIwOqypZbb6U8nKLJf/11dr3wAoaMDAYsWhRbtdvN6pNOwvXPPziGDiX7vPMIbdnCzsMOo+T++9l15JEENmwg5cILyQoP2gLw/vAD5S+/HHW1VBeHIxV+P4GLzyX4+svIGZlYlq1DymuLtPA3uGUifPYOZOfCnPXQuade0zD7U8jrBKeEax/iIlxt2mSSjLT+SIP+d3Pd2FUcupWfXxQWXF5kWcZu14duPfvsU5x88glcf/11TJkyhbVr1zbqNn788Qfs3LmDp556kYsuuoxLL72Ud955h6KiIt588829vnft2rUMGDCAsWPHVvpTX8EASSwaGhNZlklNtWE2mwgEgpSVxeoXYl4JLRWqb1iaIPbZjNHK4drk4Fr2c1e9zkhrqMUS+5729lmMRt1NEEmO+TEAdOkLt72m99SHgmj9D0oQDDx6C0w8Hk1VMd55H+Zl65Fy8wi+PwX/hWeD3w9uN4FHH9LrDmQZzw8/4Hzrrei6LaNG0ebjjyEUIn/cOMqee47t/ftT/vrrGLOyyL32Wj1lcP75eNesib4v6/zzyb7gAnybN7P+3HOjuf/Arl04hg9HkiR2T57MtgcfxL10Kfbu3el+4420Cc+AaDdhAv1feIGMcJthz7vuAmDzq68m7JuOEycCsOennxIeTwlPt/Rs2ZLweKR7QrFaEx53hjsx4sUBwK5wYWi3G25IeHxDuN2zz0MP0f/ZZzly6VJOdLvpGXZ2VMxmfJs2sfWee1jarx/L+vdn03XXIRmN9J0zJ2FZm2+6idIffsDaty89wr4Yps6d6fvzz9jioife+fPxL1gAQGjbNnYddZQuHC6+OCocHFdcQdrtt6P5fVCwB8NV/8XwwKPhD68SuOkaApPuQzKZ9ZP+p2/r380dl8KHkyEzG/oPhoAf7j8f5n8P1nC7ZfGu6LEXmbCabLT27omWLjRU1cjQLSd79kSGbjnx+XyUl5fx66+/8uijj3L22WcwduwYHnjgbr799ms8noZFkGfNmsmAAQfQp0/f6GO9evVi+PDhfPPNN9W+z+12s337drp169ag9VfFPi8aTKbI1MP4gUyxA6+lf0QNWX1soqOM2+0N20E33rY1FVXpFH3keKw1tOL3VBUOR9wFTpLBF/Zk+M9jaJoKd5wGuzYjdegCX8cJhjefhlVLkTasRjrwIOSMTIKvvUjg6ksgpItJ+ahjMD70mP7/wgKsY8aQ8/HHAJhHjiQ3/IPNP/NMvD/8AIBWXk7pc8+hBQLRk1zvGTPo9c03GLKyMPfsSbe33kILBFgzfjzBuJHXKcceS/ro0XhWr2bz9dez/b77WH7QQSzu0AHP2rV6SN3pJPWAA+h27bUc9ttvnBwIYO/Zk5DXS9frrqPTlVdi790bgMyRI9GCQYp+/TVhn9nCJ5GKokELRxrkKiINoLs0xrPnxx8Jud1kHX00HS+5hEFTpnDEX38xct48NFXFlJVFtxtuIPWAAwgVF1PwwQdsnzRJrxeRZXY8/DCef/8FoGDKFIq/+gpL1650euaZ2EpCIdaedRaeNWvIPP10BixdyqD163EMGYL/77/JHzeOwMaN2M86i9Q77oi9betWXThs3IjjoovImzeP7MmT0fw+vMcehm/0EbBnD4abbsNwz0OxfbBFj75IkoT2yBvQvrP+A737Knj3Rf3ANZl1n4//Gw9L5+lvtDjgq2eiB7Y9nCJMLpK7fqkmki1Sog/d8nLrrf/Hm2++w80338xhhx2G2WyhqKiQWbNm8uijD/LYYw/VvLBqKCsrY8eO7fTu3a/Sc/379yc/P5/8/Pwq37tu3To0TaNHjx4AeDyeamrb6s4+3XIZydvvbSBTS0caKlay15ZIfUB9h03FxnI33w+xOhEQbwddVWtoVURNdSIuVT9NgYHHQFYHkGSk+8+FBbP0YrV23XS/hohgAHCkQm470DS9V//xh2IdBEOGYZr+HUgS/gvPQlv8F6avf8A+YQKGnj0x9e+vpyvOOw9P2J8BAJuNtr//jmQ0UnDFFaCqpN97LxknncRBu3ahhULIJhMbLrkEd1whH0CvTz9FkmU2XnZZzA8AQFGwdOuGd/16lvbpg6lzZxzDh+MYPpys887DmJGBYrHQ6dJL6RR2ONRCuvmQFgpx2J9/EigsxJefj3fnTlLDbpBpBx+MuV07VK+XkNuNJdyxYO3ShTYnn4wxMxNTWhqmnJzo6w/95RfMubkYMzMxOBzIZjOyxcKguAhMyO3Gs3w5toED8W3dyr9HHYUvzg/CPngw6SeeSOa551IUdoAE2HDFFQwcOZK8665lz5QpeJYuBfQix1BZme6J0L8/od27Kb71VlwffKC7c65aRd4ff5Dx8MME1q3D89ln+nZs3cru44+n/cqVmEeMQAsG8R57GCxehAb4TjoG83c/Y7j1TlBDBN95A+NTL6AFA0hTnke67BaYsQyO7anXNPz9O0y8FmQF3l8GZ3SHW0+B74vAYgdnMWz8B7ocAJJMTk4Ge/YU13gcNxci0tA0yLJMz569OOSQoVxxxRXk55ewePFiFi1awMqVyxkxYmTNC6mGggJdEOSEf4PxtGnTBoCdO3dG/x3PmnB0c968eTz11FPs3LkTu93Oqaeeym233YYtrhapruyTokFRZOx2C4qi4PcHcbv3NpApcvFsOSVel1XLsm5SYjAojTRsqm69z41B/L6OCLvI0LDaqGFJgqifjiTB2oXw9s3w3h49TPzUf+HHj8HmgEFH6I/99kNMMBiN8MNKSElD2rAauvXG9PYH+MeOhj59MX//K5LRhP+KC1G/+gIA37GHYp4+E9Ogg/TJjvfcg+ujjxK2q91ff6Gkp1P67LM433gDAOd775Fy6aVkPPssstmMpqq0ve02NFWlYOpUALq9/bY+XvvVV6M5/QjdpkxBUhS2P/QQWjCIb/16fOvXUzhtGjkXXkjI5WLlYYdh7tQJc8+eWHv1IuXII7H27o1kMJDSty9VceDkyZUe0zSNtmPH0nbs2ErPKVYrWUccAYDq8eDfvh3V58PWvz/OBQvY/tBDeJYvx7d5M2gaB6xYgbV3b0IlJQnL2XLbbaSNHk3XF19MEA3B/Hw2Xn45vaZPp++sWWy6/no6Pvgg5u7d9fbXnTsxtG2L7HDgmj49KvACq1eTP24ceT/+SJsPPmDnhg34//4b05Ah5M6ahWTSOxo0WUY5ZDihxXp9hPbvSl04zJiD4fZ7UM46DyklFZ67F158SO++uPr/0L5fiXRkVzj9Yn2df82BIcfAa7/pkazIMXjO/bByrh7xUlUURYlOkE0Gkr1TqiaS3QY7sn+NRiMHHTSEgw4a0uBlusPFv5YK0b/4xyKvqcjatWsBWL58Oddeey0Oh4Off/6ZDz/8kPXr1zN16tR622sntWioj9VxYgdBzdMjW1q46hf82n15RqOCzaYPm/J4fFHTkvqtV/+7Oc8l8fs6Xvz4/QFcrtr3jqelOaIV98gyfPQAPDw7VtMwR58iyXtL9bxzKIg24mikth1g5zb4dinktoevP4CbzofvlqEcfRzGZ19GOfdCJLMZ/43/IfTBu7GVlpcjde4SbcdMv+8+JIuFkrvvBiDn008x9emDZ+ZMim+9NfY+vx+1pATJZCKwbh1qSQnWIUPoPmUKXV55hbKffyZ99Gj8O3awNS7EDmDq1InUI47Au24dBe+/n7gPRo9GSUlhz9SpuJcswb1kSfS5ntOnY+3dm1UnnIBrwQIMOTkYc3Iw5OTQ4+OPCRUVseuFF5BMJiSjEcloxNKtG5mnn45n1SoKP/4Y1e1GdblQ3W7aXHkl9mHDWHbQQfg2bowKAWPbthy0YweGrCxKKuRX8195hS4vvUSnJ59kQzgCAuBZsYI9U6bQ5tJLaXfPPex4KBa+9W/bhn/nTkxt29Iz7Dzp/e03yl54AfeXX5Lx0EOk3XEHbefMYWfY2hrA9+uvFFx0ETnTppH322+Uvfoqaddfj2QwEHzleYIfT8P87U8YH38ObeMG1O9nAKCtWI7vpGMx//Q7UpdusGeXLhgAnroTHKlIF/wX5qxDS89CKtgBt5yM9srPSAceBpM+0V+7eyPkdIb+uqiKHIc5ORns3l1IMpFsd+q1JzkjDRGaouUyJjirP0lXd+E/9NBDsVqtXH755djtelR29OjRZGRk8NZbbzFr1ixGhwfE1ZV9qqbBbk/sIKjNuOlYmD65Iw1WqwmHQw8plZe7GyQYdCIHd3N+bn2dEf+FmB107QWDwaDEvqvID+aka6DrgWj+8HJ6DYaXf9aNnX75Et5+EMlghEtvhk/mQvc+es/9bRfpSuaMQ9HcTpRLrkSyWgncczuhNxILC82/LULKyib49mT8l5wHznLS77qL9uvXk/7EE9hOP53AmjXsOfvsaF0EgJyerhfjBYPsOeMMdg4dyo7Bgyl75RWkYJCME08EWUZJTaXrW2+Rcvjh0fd2nzpVjzI8+GDCMgHah2dOFLz7LhVxDB2KFgrhnDePYFER3tWrKZ87l+Lp05FkGc/Klex45BG2338/2+66i6233cau554DwL1yJdvvv5+dTzzB7pdfZs8771D2669IkoSSkZEQOQjs3Inrn38wd+6caKoFFLz3HiGXi8yzzqq0fdvuvRfV46Hd//0fjpEj6Tl9OgeXljJg4UJMYWdLTVXJnzCBXUccgfuzzyAYpPiee/D+/jvmYcNIC4u1CK4PPqD0ueeQbTbSb74ZnOX4zh5H4LYb0P5aqFuGayqmj6ZDvwHR9ylHH4cUPqlqmdkw8tjYQh+4Fqa/C5k5ulj831u638ctJ+tzTQYfpb9u+S/w4X2xH7Kqf1cR6+JkIFnD+7Ul2WoaKhK7fjTe+dRm049Ln6/y+dHr1R+LCIKKHHnkkdxwww2Vnj83PG9l/vz59d6ufUI0REZMm0x16yCAlrnjTlz/3msaYh0F+lyMsjJXoxhRteTnjvgvxNpea09kSmcCg0ahFe1A+uBe/f83vQAHHYm26i+4/zx4+yHwutAmXgsHj4Qlf8J/To8aAOF2Irmc0Z2iFSXeHRqnfoTc/wBCP/9E4KZrCH3yAd4h/Ql99w3Gbt1Iu+UWvYvi9NNRw74KEXJnz0a2WCi++2784VkO/iVLKPrvfykOmx2Ftm9HNhrJOuMM+v36K0M9bvotWEDK4YfrUYa4MD4Asox92DB8W7dSVqHjAMCYm4t7yRJCcS2YAIasLCRFwb99e6X3RFouZVNlg6JI90dqnKCJUDpzJpLBUEkchMrKKHjvPRS7nezw0CwAU4cOtLn8coJlZShWK/3nziVz3DhkRcH10Ufkn346eyZORJJlMh55JHFlwSB7zjkHtaSE9PvuwxQpznQ4aPP116Ree23s8/y7AvWbr2L/nz2LwDVXIBlNWObMh5w2KP+9AeOjT6N5PUgPXgdIaG9+C52762/SNHjhAT2ipapwYPjzF++BG8aglRXpjytG+HQSLAjXt/jdUJ4PmkpKip2srHRSUhpvzkF9aP3pieQWPU2xfXl5uoAuLKzs/REpgMzNza3TMiO+DtWlNWpDqxcNZrORlBQbsizVs4OgZSMNe9vWqoZNNd5B2dx1DDHHvFBIjY6zrQsRsYGqgrMAireF++NDSI+fCT++re+fDt0hf6t+RxiZcrluGZKioBXtgUtPBE/cj+a9nyAnD+nPn9H8fkwvv6kXyAHKTXegjJ+Aun4t/gvO1K2GAXbt1IskfT59noXBQLtFi8h87rnoXXfqbbdhHjxYD7HHTZ4EQJZ1e+NAgF1HH82WrCzyx42j/K230ErLSBk6FElRMHfrxpCSEgb8/TedX3iBlMMOI++GG5CNRj3KUOF4SBszBslgoOy33yrvv8GDAT0NUBEtLKCkKvq3vatXJ7w/ntKZuktiTpwwiJAfbgPt9Mwz9P/rL4Y4nQzasoUO99+PKXyy01SV/HPOYWt2NnvOOQf3F1/geu893N99h7FHD1IrGNOEtmyh4JJLkAwGcn/8kYynn6ZzYSG2U05B274V/yXnoS5dgjx8JMqNtyW+9/0pBB65H8lux7J8PabHn0XzeZHGDYX3XkZ68Dq95fLLRWAPD+56eLJeVFqcr88yuTosZLauRVo+Xz+wR54OqTnw/EX6c2YHLPtWr2+AhL7+3NwsMjJSsdmsCYZBzUWyXnRrItkLOZtCNDgcDtq378Dq1asqPbdixQry8vKqLJIEuPTSS7mwit/khnBRcseOHeu9Xa1WNEiSno6w2eqWjqhIyx+EVZtLWSwmHA4rktS0Y7qbQyxF0hGRk6TH46vREbIqzObwBU2WYdoVkJqn//vtW2DV75DTUQ8OSjLcMV6fdAkwfAxav6EASJk5cPRJsYXe+TQMPwqW/w2XnYw09mA0jxvjfZMwfvQlxvsehrJS/KefpFtNx2GaMRvJbCb48nMEHrkfAn5Sr7+eTk4nmS+/TMbDD6OWl1MwcWLC5EWArNdfR3Y4KHv+eYLr1qG5XLi/+orCyy5je9++aKEQwZ078cyYAT4f9sGDybv2Wvr99hudwgZTmWeeSfcPPiDvlluwDxsGskzW2WcDUF6VaAh7NFQpGmoRabD07FnpufJ58wi5XKQceii5115Lj48+4oDlyzk4LHQADOnpOA46CNxu3J9/TuG117J94ECK77kHSZaxHnccmjcxBFt0zTVoXi/pjz0GFSq93d9+i2/ZMpSMDNJuugl8XgJ334ZvcB9Cn3yA//wzwFmO8b5JMDixIC34wtNoJcVIdgeaquqCYa3eVsr7r8DbzyKlpsM3/8A5V8LI42DTv0iXDoOSPXD+7XDkOMjKg+GjIRQAowWe+F0fkgb6j3nY+eEdq6Eocriv34XfH8BkMpKaaic7O4OcnEzS0hxYLOZoXrwpSPbwfk0kc6QhcY5L4y776KOPY+nSJaxZExMOa9asYf78+Zx88snVvi89PZ358+ezKN4YTVV56aWXUBSFE+Mm19aVpLWRBv16UFWdh6IoOBwWZFlu8LAnSZJIT3e0wIRLnYpDnHQxZMVo3PuApoZiNBpwOKy1bnGsL/F20D5fAIvFhMvlwe+v2zrNZlO0wBXnHpj3Noy+Xf//xDbgKoYpuyEl7Mj32BXw1RuQ1Rbt8w36cKLHr0S77TUIBpFOGwZ9BsLT76EV5iONGwK7wmH7vA5oM5bq3RWyjP/6qwm99VrC9ii3/B+m+x8htOAP/KOO0CMQmZkYrr8Vw3+uR7Lqjpb+JUvYfeqpqHEXajkvj45bt6IWF7OtRw+0Cj7wWVOnkjJxIoXXX0/5Cy8AYOjeHfPw4ViOOQbHRRdVPYgqLEwkWca7YQOBXbsI5Ofj37mTwJYtuhfEccex+cYbKf72W1SXi5Dbjep2Y+nShQNXr6Z83jzWjBuHITsbQ1YWhsxMDBkZdH39dTRVpeSbbzB16ICxTRsMGRn6zIdwdCJ+m0LFxQSWLUNzu7GOGYP7m2/IP+WUhO2VUlPpuHkzktXK5tRU3VQrjsiwKc/Mmew+4QQMXbuS+dJLWI8/PrpOTdMIXHsFoSmJ7njyKeMwfzgdrbwMb9dc8HqRDz8K02f/0wWD14NkscLrT8Djt8e9UYZXvoDjx+r7Uw0hndZFtyY/8DB4abZ+ZfjiFTjrBvjyaWjXC4adAkt+hEHH6ekJU5zQ0TSKiksTjvl4i2KjMVaPHm9RXLOra+1JSbFjt1vJzy9skvNJU+Nw2HA4bOzZU0wo1PD0bGMSsbjWNI2CgsYdAFhWVsrEiWcTDAY555zzSUmx8s4772A0Gvn888/JzMykoKCAefPm0alTJwaHo4E7duxg3LhxhEIhLrjgArKysvj+++9ZuHAhN9xwA1eHx9LXh1YnGiIjkkHvjqjrxacikgTp6Sn4fH7c7pYQDSYsFjOlpc5o4ZSiNFwM1YTRqOBw2Op1Aa8t8V4STqcHSdIHhblc3jqfEDMyUmIyvnQHpOTqJjsA9x4Pp90Cg0fDz+/D4efAzk1wdm+Yvhly2sPzN8FHz8LYy+H219C2bYK2HUFVkc4+Av5ZkLjC3zZDO927QAuFCL32IoHbb9Sf6zcAy++LwePGN/xAtM2bEt5qePAxjDfFLkSaqhJcv57SJ5/E+cYb5M2bh+XQQym44opoa2YUWaaT2w0eD1s7dkRzJp6E0h98kPR77qHo9ttxf/wxhl69MMb9sYwaVadJldFtDE+63Nt7NVVNeF4tKyO4bRtoGqb+/fH8+COlTzxBYPlyQjt3AiA5HHTcvRtCIbakplZaZtq995LxwAOUvfYaRRVPZCYT7Zctw9CjB4FNmzCGR2Vru3cRfP1l1L8WYvrsG/D58HbMrCQ6DJOexHj9LaiL/yI09xcM/7leHxL26iPw0RtoXy2C9Eyki8fA3B9jb2zXCW3OeiRF0b0+boirMh93Bdw+Obw/QkjnpIPRBM8tgaz2epRrwTToNgKyugASSBKaplXbSSHLUtzIZhNKuJ84MrJZFxD1G9kcITXVgc1mYffuwqS8W6+JmOgpSpo21giKopCTk4GqqhQWNv5cjO3bt/HSS8+yaNFCzGYTw4YN47bbboumGP78808mTpzIaaedxmOPPRZ93/r163n22WeZP38+fr+fHj16MHHiRMaNG9eg7Wk1okG/oFowGg3VjnuuL00xnrq2WCwmrFYzHo+vUcVQTRgMSr0v4DURKd6s6CURWWdtWmHjiQgcIGE4EEv/BwNPgWVzYMBRsGUF3DIU7psJA47UjZ069oQfPoT7zo0t8PHpcPhYXTHefok+XyCeJ6fC+Inw/Rfw5ftokyYjZeagbtuKb9xoLN//ipSVjX/iBEJffJr43vR0LBt2QzCA77CDkQ85FOXiy1GGjdA33+uNtl/u6Nu3Utoi7YEHyLj3XkoefZSSsPVyPO3Xr8fYrRvbunYlGJ4AGcHQvTsd1q3DOW0aRddcg5yTg5KTg9KmDXJODukPPIChbVvK33xTj4wYjbG2y5QUbCedRKi4GM/XX6O6XGhuN1q47dJ++umYhw1j9/jxuijYsQPNpZ8gjf370375cnyLFrFz6NBK25w9dSqOiRPZNWYM3u+/T3hOTk+nw+bNSGYzmx2OaM2IdexY0m64AfOIEUhmPcIU+msBoZefJzT902gRq+G+SRhvvZPQrO/wn1Yh5GowYJr1G8rQ4QB6ROnG82BeWCAcegxM+QEt4Eca2QFKiiAtA23aHKS+B6IF/CArSFeOhBV/xpZ7//sw+jx9QNpZ4dqHPiPgkV/1Y/O7R2DVj3DTz7rQDflAMbGnoKRWBdoGgxInImIjm0MhNS4K4a9TxCAtzYHVaknagVo1ERkIlYyix2BQyM7OIBQKUVRU/wLD2pAMo7FbhWgwGBTs9kg6ovEjAunpjujFrbmJD7uHQioul6fWnR8Nob4X8NosN/JdVUz5RLpc6rpOPcqggt8J5vDd6orv4P0r4NGt+oU36IObhsDWldC2J9orq3Q74I0rkC49JFYQCTB5LgzUndq0Bb8iXXEqlIe7Ho4fi/bKF7BzK9LJg6CsRJ878OCrcMIZ0bvt4DtvELj2ikrbapo1F2XESAL/dzPBF2OWyFL/ARguuhzlymuid+uqx4P/r78of/ttXFOngqrSsbgY2W5nW+fO0bv1KA4HnUtK8P/9NzuHDau07kg4v/Daayl/6aVKz3fYsgWlfXs2m82xgs4wcps2dNq9G/+yZewYOLDSe9Mffpj0u+5i99ixiS6YYTrm5yPZbGxxOCo9ZznmGPJ++gnvvHnsCs/MSFh2OHri/u47ZLsd07BhUTtrrWAPWlEhcq8++G/4D6E3E1thMZsx/7EEqUcv/GeeEvVgwGrF+Ob7KCeP1SMGqgoTj4c/Zie+/z93ws2TYNM6OG0o2ns/IQ04CP78Hj57CZ78H5qzFOmkPPB7weZA+2AFUk4HNElCeu2/MDO8Tf83HYaPg+3L4OGBcMVnMPh08JaBJXWv0Ya9sfdURgCfz1+j8E9LS8FqNbda0ZDMosdoNJCVlU4wGKK4eN8XDUlfCBlfEOhyeZoshdAS3ROyLGOx6LlZfUBT7VtFG0pMKzbe5zabjbUs3qz9OhUl/FpJhmXvg6ai+Zww7Uoo2aaLCVmG16/TBQOAFg7jShLS3P8lCoazbkA74FC0fxfC6r+Rhh2B9tGvkJMH6Zloz30Imop0/dm6YAAoKoBrzoR3noseJ8pZ52L4v/sStlU+4WTkQ0agLvuH4CvPJzynrVhOaM6PIEmoC+YTfO8dJLcLy2GHkfP223T2+eiwfTtKejrub76pLBiAtFtvRVIUXJ98UuW+sh6rewz4/vyzyufl1FTUwsJKggGItZ8aqvZ7C65fD4C5CrEC4J0zB8lmw9C1a5XPBbdu1d8bt3zzUUeR9dZb2CdORFNVrKNHYzniCKTyMoJvvILvxKPxdm+Lf8KpaMGAPgukIj4fgasuBsA05UMwGDDc8xCWbcUYxo6H/B26E6gsw7PTKr//1UdhzrfQpQfaz+t1wfDXbLhhDMz9Bj54GsmRBi+HxcZ/n0DK7QTLZkPAi3b5c5DZDsw2tEHH6ZGFdgPg4An66zVN76ag/ucYvY3cTWFhCfn5hZSUxE9btCZ0ZUQM0yqi28Un1x163UjeltFkLtJsCpJaNDgcFqxWM6GQGq48bpqQfX3nPzSEyCCtyHobbtZUPxrrY8d3spSVufdaXFmXdToctlgtQ7th+lyJZd9C8VY48Z5oWxu71sfe9NBPeu47GEA7/zY46Cj98fbd0a55ArxupHvPhYsOhj++Q+ozEO2z3+HLhUgWK9LTd8PiCuYnBgPamZfEJiAqCsa77seysxTl2ptAljG9+R4A/muvqGTGBGB69mUkScJ/63UErr4Eb9dcfMceSuCpR9HWrsbQrp2+L087jc4+H+03bSLn00+xT5wINhuO884D0M2OqsDYvz+a3x/1g6iIZLUS2rGjyueiLZfViIZAWDQY+/ev8nnvnDl6Wuryy6tYuIbz3XeRjEby/viD9hs20Nnvp+2cOaRccgnGzp2htESP4Lw/BW/3tgRu/C/qrz9DKIS2bi2htyYjpaRimPRkpcWrC+YTevk5pJRULHvcGG+/Wx9h/fRdSMf20meOfDVNF4aTJlfaNl7TxYiUmgHrlsI1cQZPr/4f2soFMGAEPPghjL8azVkM949GeucWJIMJJs2B4achWRywfp4uWi94C9LbA1rsGAWystKr3H+1RVU1vN6K0xZjXRkpKVV1Zcj7hE9Dsl6U9zfRkNTpCZNJwWw2NHlXQ2qqHU3T2zabA5vNjNmsFwj6fAGsVnOTdzFURJYl0tIcDbajlmW9fkGf87F3O2hZlklLs9dpnRkZceE4VdVvOHYsh2eOhsd3ooWCYLIiLfkB7h8DlzwNY2+C+V/Cd6+g3fcdlBQgXTgY3lkE2e3goQthRpyT4t1T0E6cqP/4/1kApw+v3Dv10idwgh5t4OEb9WFX/7kL7azLkYxGNL8PyWQm+MYrBG78b+XPPn4C5nc/JvTt1/jPqjzbgR49sfy9Cm3lctS/FyEPG4EcNw5XU1VdbQWDeGbMwLd4Mb65c/HOmwfhdsXOwSD+hQvZOWJElfuycyiE94cf2H3CCZWek8xmOnu9BDZuZHsV43SV9u3puG0b/qVL2XHggZWeN/buTftVq/AtWULRNddgOf54zIccgrF3b5S8PCSzObGI8t8VqHN/Qf3tZ0Jzf0UymTAv3wClJXg7V9F7npODZdl6MJnwdsiEiDmNyYThvkkYLr4cKTVNTx/9PAPuvFy3hY6QloH2/QrIbIN0+nBYFm5FO/0itAdfAbNF/869LqQTshOLKvM6o723BMmWigZIdx8NK8LTQ++dAQefAGUFaCmZSPf1gpGXxzp7Ah5w7Ya0TlHx0JQh9upSGaqqIkkSxcVljV7D1BxkZKRiNBrIzy+q+cXNjMViDhfTBygra9oUdzKkJ5JaNEgSKM3gf5KSot/xl5U1fuVrPFUNmzIYlGZpfaxqW9LSGtZqGpmFIUl6pKQmIRBbpw+Pp2bRYDYbsVlNCXdqBH36/7cuhi7D4NMb4JgbIaszPHUu2o3vgqsE6Zr+UJoPFz8F426GsmJIzahcFAl6BOLj1bpokGX44DV47FZwhTsXBo9A+2SuXucwpj+4446TDl3gjidh9HjdBMjrJTTrOwJ33QobYtEPy7odSHlt8Y4YhLasciTA9MnXKCeegv+iswl9po/gJj0d+eBhyIeMQDnrPOTulX0SNE1D8/vRnE6UrCyCW7fi/u47Qtu2Edy8mcDatQRXrwaLhU7bt1P+zjsUXnJJVV8OXUIhglu2sK1z58rPSxKdPR5Ul4uCK6/E1Lcvhh49MHbqhJyXh5KZidKmTZVRO3XrFrTlS5H6DUDq2AnvAT1g88ZKqzBO/QjD6WfhO+tU1G//V+l5w613YrxvEsHpnxK4+1ZMT72EfNzosGjzI839AY45GbZuhKMqCx+OOhHe+lZPNx3VFR54GU6bCMGAPuSsY08471b4fQbcHOflYbHBq79Cn4PB54EJce2UGXnw4nKwZ4AzH25vC0Yr3LtCPyY9RTDzWhj/YXSYjtvtafJzDSR2ZVgs5oQ7Yr8/EK2HaAyH2aYmMzMNRZGTanJoBKvVEj2Xlpc37Q2uEA010JyiQZYlSkub7odsNBqw2/XirvgLbKyLoelaH6uiof4Uka6Puozmrus609Md+okucohu+x3UIHQ+Uh9pvXUJ0uNDYfAZcNlHsc6Kx8+A3z+PLeiVVdCup+7+N7YjlFW4W/lsHbTvDlMmwfirITUTbdtGpFsvggW/wsJ8yMyBC0fB3FmVN/STubo99c8z0AaPQErLQFNVtC2bCb74DJrLifm1dwhN/xT/BRMqv1+WsRS4obwcb8/2lVoHAczz/0EeMBDfGP2zSz16IfXohdyzN1LPXkjde1abWoC4SIWq6kZOEWtkVdVHaYdCKDk5aKGQ3uZpMOjeFrKsv0+W9ZRPNak8zefT6yLsdkIfTUOd94seNfl3BYTtrA3X34Jx0pMEHnuQ4MP3VVqGNPQQLHPmo65ehe/gKqZz2u1Y1u6AcLGlJMtoBbuR3nsZPpwMhfnwxv904XDP1br4q8hjb8GZl+iC0O6Aol1wxWGwfT2YLWhTl0DHnki3j4O5/wOzFe3pb5AOPgY85WBNga+fg7dujC3zrq9g2KngKoRbsvXHBp0GV36hmz89YoarlkF232aJNlRF5KLrcnlr6MoIJF1LI+hpHUmSKChIPtFgs1lJTdUjqE5n06aZk0E0JPWUy+ZCPxE2XXlHvF9BdRfY5s85Vu1EWRPNZT4F4dKnkA9kk77iH2+D3qdCpyPQ0JA+uEIfDvTXx3DB22C2wdyPEwUDQGq2XgthscH/vaFHGvxh0XLRnbpgmPctTL4b3rhXz10ffYbeerdmmS4YPp9StWA4cCja4BGwZjnS5afog7HGnA7nXIE87EhMT78YzXWqi6ouUFSuvRnJZCYw9bkqBQOA1Lsv6qaNqHPDYfF5iY6Ppp//RBkyDP/ECWgeD1J2DlJOG8jOQcrOQT5oKHKfvmh78sFZDka91TLSdok55mYoBfxopSXgcuptl24XuFzIAwdB23YEHn0AbdtWtB3b9T87t0NREcpV12B66kXUtasqmS0BhKZ/inHSkyhnnV+laNAW/klo4Xzkg4dBr96wZrU+zGviJRguvQppwMCYqZOrHO79D9KMTxL32aQb0Q4fDf/3FNInbyYWfXbrDQeN0EWo1QaLf4H/HBV73udFeuhCeH0ePPgBnNIeJn2qC4ZNS+He49Be/hfppGtgxkuwcz0cMlYXDJoK9iw48hr45SXIDkc6FCMccD4Em78zKx69JgDcbg9utwfQUxl6OsOE1WrBatVvauK7MgKBQFK4SCZzTUNswmULb0gzkdSFkM31JTTVwRgxM7JYTOFhU+5KgqGlfgix1dalk0G3gzYaDfh8+iyMugmG2gsVh8Oiv95frv+98y890mDP0y9s63+HzeG8dGoemsGkRx+6DgJL3GS3K1+ClCyY8x7s3gRHjYdnZoAtBbLy0C69D83jhCfDxkKqCnefhXT9KCSPE3odoD9msUEVFss88wGSLCM9eov+Or8Pvv4A6ZyjYFRf+O2HqCA0TnoKS7EP8++L9bkIYXtk43+uAyD0zutV7gv51NOQjEbUGZVbHaOv6dYdze0m9OXnqN99Q+i9dwg+8zjBO28hcMWFhGZ9B0DgjhvxDeqNr39XvL064O2ai7d9Bt5ch+67UFSIt0sbfP264Bs6AN+Rw/CfcDT+M04m9M2XSJJE8OvphKa+hTprJtqKZVCkR27UP+YBoBxX9chdbctm1L8WIHXqDFUYPQGEXnoWSZYxfTgd89xFWAq9mF56A3nwwbB7O7z+BNrWjfr38ftPlUXWpnVI7zyLZLPDo2/pj9ls8NqXek1D976wcYUekcppX3kDVvwJ7z8JVgd8uQUOGaV35dw4GEr3IL1xvW4qdt9McGSgXf0amhqC105DC/rRxj8BBhPa8IvQ1BCapsKoZ8HRVo8yaPpdfEZG1Z+/qaiqe8LvD+B07r0ro02bvXdlNBfJ3P2R7HMxGpukFg3NhZ5qbNw7/ciwKYNBqdWwqZaqbq7tak0mQzSN43J569X6WhehYjQa9ZOsVY8SkNoRZBNaf322At0PhTbhHP+VXyApBtizHql9b/hPuEI+tyva6CvRyvbAm9fDVd1h4z9w8DFor/wML/6EZDAhvXQb7N6auAGLftLNoWQZze+Bkyag/VMG9zwXM5c68Ux9IuLcWfBromkRAOtX6Xe3AHdcClOeh13bkQcOwvTQ41h2lWFesw3atSe08E+0jRuq3BeGS68EIPTdN9XvsLR01KVLKplFRZDadwBAy99d/TJCwap928NoWzYDoBxc2cAJQFu+FM3tRu5bdYcFQOjzT5AUBcP1t8YelGXkcWdgfP9TjI89C6qK3LM38qCDYdc2mPw4jBuCdGRXePx2pFcf0b0XHnur6pW8/DBawW60sefCfS+i/VUEx4+F/G1w15lw3gHwx3fQoQecdmXl93/1OlowAPZU2LMFrjsgtl9/mQZ/fQdte8DjvyNl5CH9/hYs/Rrph8eRTFa48Wek9gOQCv5FWvoe2LIgpZ0eFQtHNCPD25qPvf/mqu7KcFbblWG16l0ZzUUyRxpa+1yPuiJEA1DfUH111GXYVEv+EGq7bqvVjN1ujXaYNGv1dWQb7W1g/AdIBjNsm6+ffI+9CXofg9b1ENiyGB7oA6U74cjzYPQVcM+3SIoB6a2bwFmsn/hvGARL5yD1Pgi69EVbMR+mV5H7HnocWu/BaP8uRDq5HbxxHwT9cNH1sKwcbnwQHnxV34eP3Vr5/QAHj0Rr1wl++0Fv03zoBqSjusEJA+DJ/4N/FiDltUWSJJShh2ApCWBZux3T59+iXHkNZOpzNORhh6I5y1Hn/lLlaqRDRugTPP/5u9rdKOXm6btzT371+zoQALn6u0ltyyZ9e/oPqPoFoRDqwvmQll51VAYIfam3iyoXX4Hxwy+wrNuBpdiP+f1PMYw7A9rkouXv0Gsppr+LdFQ3eOIOWPZXbCFfTEXbuRXtsON1462KeNxIyxbpQnLiNXpdwav/h3RWb5gdbld99nq9Jfe6pxO9KYYeh/bWn3qaSZLAZKksxF69Cs3rgva99BHY08LCY+ajaEVboOsh+v//fA5+uQ8tFNCP47J14MmPRhuiA9iagbreqQeDIdxuL8XFZezeXUhRUSlOpxtVVcOFfym0aZMZHvttD9dINOX2S0l7Ud7fWi6FaKB+ofqqiNgnx3tL1NQREVl3y0Uaql9vfHpFN59yN4r5VE0fNSUlrjpdkqD4XwC03uP0avRpo9B85WgjLobLPtbrUT69Tr+Te3KEHia+4iXo2Bf++UmfRxHPfcfpd5IAvQ/WK+Yr3jXd+y6SJCM9dyO4yuDtB/XBRe8/gSZJcM09kJGFtHmdXq1fFfe/qO/fNyp4C6xZAa89hnTGoRDwo5UUwXsvw+ql0KYNyugTMT39IpbNBVh2O8HhQCsrQ7n62kpTGwGUE/VBUOo/i6vdp1KWfnHda6QhGIS9TFpUw5EGqUev6l8zfx6SLCOPPV1/7cFDMdxxD6bPvsG8bB3mRSt186zsbAynnAY5OXr74+TH4dITkQ7KRBo3VG+lPbJyaygAgQDSq4/qouCRuNqJnDx46VO05e7YJFNNRbr7bHj3sVgdC+ijrT94Cslih3ve1b//yx9Ae+57pNRM+OIJPaWV1gbOrlB/kdddF1cakL8ubrs8SNNvB0nW0xJL3oLSzUiLXtGPY8kAK16JRhtSUiq7ZzYVDb1Trz6VITVLKkM/TyXnRXl/Ew2iEJLYlx1fqF9XFEXG4bDWw+q6caMcdWFvB3miHXTtWiQbus74desvVqFsvX6iPexFJFmBuY+Avxzpr1fg0Nv1ccQLP4R1c/X3FG7WCyQvCM+T+OqZyiu4/AX9TnLpT9BnJPz3cbTDT9WL4Lath3Nuguy28NMnsHRe7H1lRfDy7UgfPYv25Va9W6FrL7S/i5BWLoZn74FfZuqv7dgVrc+BsHIJUmTWQUVOOQfJbIGP34QHrtUlq9UGA4fCoOFIg0egHXY8kiQhtWuP6ZGnw7tFBa8XrbAAbcsmpO499OWZzdC+A2yvPPpaSktHCwaj9QdVoQUCSPbqL2SRSIPUoVPswR49kQcciNynL1K3HsiDDgLA9PpUePM9PY0Qv4ydW2F7OVLPfvD5FKQHro21tkZwliHN/gbtuLFIg0fA4j8qb8ynb8M196AdfRLSkWPgxofQ+g/Wj5HSQpj2KmxbB/dMgWseh9+/rbyMKZPQTpgIx06A3E5IB44ErxMeOhmW/wKZbdFGjIcz/g/py6f15/qORLvnGzAYoXw3WtdDkNr2h53h8do9j4jsceh8FGz+GZy6u6dmb4fki+3/lqwRaAiRVIbXq5/j9FkZekFl5O+UFHvUhybSmdHQroxkvSjvb+mJpBcN4dbmZqG+atZsNmK16tXndW2dbKwoR32pKtIQ/3mawj+i1lEVSYZ/X4dts3T7aE8R0qKX9efm3Is24jZ9Wb9VSC90HRFVgNr/s3fWYXJUWRv/nWqdHvdJMnF3gbgQwy1ASIK762ILiyy+LBZYFnd3D04gEAJBEwhx99GMT3vd749bPdPjk2QmmezHyVNPTbqr6t6qrqr73nPO+57Ln0duPhjWWq77uGTUQedCeRHy7+MRFNw6Fxk0FvXiH8hDV8G5t+kiRg//nXrtkFM0YPjkBVi1GJl2HgzcH575REtPv/ci9BqoXey1vQzRdvZVev1+lCfEWwk/fqMXQL5aDZ17wCUz9Ey6Sy+kay9U9z4YHTtBx+oB3Dn7EZj9iJ7lhsJaf6CyElVWChkZoMD5/mcQCGjaZTCgEwn9fgj4kcREcLlwPPYMxMUjcXHgiUViPBATA+4Y3afefXHv8FdTMuszm4H8NB9W/QmrlljrpUhZCfTsB58uhf5D6wKGiL32JHLgNLj6X3DixLrfxyfCxrVIRjt4+mOdHLtuKbw2G/n8ZfBrtoI66mwYNBYZMh4W12ScEPAhP34GR5wJg8fChj+Qa8dpaiXAju3IG7fBqXfB1a/Ba7dosTCHC3n5PKjcgZz3Dpz1Gtw+EHoeABMuQAUrEYcHDn8cHumNGnQqokzEHgM9T9bHtl5suzNR2RlrzZyAUChcFc6A2qwMV9W7JBQK4ffvPCujrc/k/7+Bhjat0wBap6G1QYPL5cDjcVNWVpfd0JTFxrpxOh2Ew7r8866g6eTk+CbVFFvD6lPCrD6flq0kGrHExDjr2N56v3e7XcS47WCVFObX28DTDvqejQoHkf92g9ItMOUu7WlQCrXld+TuUVr4yR2PurcA/BXI98+gJv8N8VfA7Ufq2ePNn8HQg+Cpy+HDqPoQR16GOv1uLQsM8N7j8O/z6z+Jz4sgJhaO7wE5m/RnQyfAtPNQk6YjDs3kQCl45A5d+yBSECtiTicsqYAt62FKw+5+tTII61dpUana5nJD5x6oOYsgbzvy/suQmqEpoqkZqNQMSE1HPHEtir6VUsjy3zWbIXcr5Gyt8bd69F1ol430dTd8kHnrUFkdkD6u+r83DNT8jZCWifT36NBJShpc8A9dOCyzQxVgUaaJXHk4LPy07nGGTYSHv9ZJrTOirvP+k1GXP4B0t5IcReCGSfoeiTa7E/XwMsjogvjKUe545I1L4RsNXtWV86H7WOTxY1HH3QupXZGXD4TxN2hPw6eXwqEPQfkWiMuu0z2v10dJSQPAqQUtKysNn89PcfGefX/XLPvtwGZ5nnZGYMowDDIyUqio8FJW1vqiWDtraWlJ2O12iooqCIVaV+PiL52GNmK7ghBtNk1LstmM3R7wNW7bG54GVTWO7Iwc9O622ZjFxEQl0CkFqYNRHaaCGUZsDhhxGXx5NWr4xTqGnPcH0nEkTL8fXrsITnsesTnhk3/Al/chBRtQMx5Abv4MXvwHavBU2L4G+eSRmg1/+CDy68eoh1foweioczQt88l/ajd3xKZfBPFJ8OHT1YABYNG3sOhb5P5L4e4PYZDl7bj4RtSF1yP5OTDvY3jqXli3UnsZ7HZ498WGL8bkI7RH47vP6//e74OSHTq2/9O3OrkyyqruKJcblpTDHz/DTRdo17rDAQ6n/jvy/38+BGlZcN5RWvXSW6E9H5G/Kyu0ouKoiXDk0Aa7Lb//qFkl7TvBtk31b/TVh8hpl8KB0+CL9+p+b5rIG0/Dpf+EV+ZBu04aZBiGBgm/z9fho859kOMvgYGj6wcNv82DX+ai9puMjDxYizhdfA8cME2DhWXfabGma9+Ci5+C82upboYCyNcvwgk3o2ISkHevqQIMAPLO1XDND3DOG/r+XPUBbPhKi5Cd9g0cPFtv+Ms/occs6DBVa4yEysCegNvt2iOgAfbOTL0lQhltndLY1j0hLW1/gQaicxqaN3A7nY6qctYtUVp6T4Zg6rYrNdQqKyv9+P2tq2rW6HWOuhgKBR0P0SDgz/9Cn7Ng2HnareuIhYWzYe41qL/lIAdcCDkrUIOOhKItyDyrNPQ3/0XK8+GMl+DM+/RA+tzV2nVf22bepAHDgjdhwAFw0Ik63v3hM/DsbZqyd/bNKDOMvPCv+vtfUojq1g8J+OGCCTBkPDLuKNTgscjMs1EzzkIqyvRADfDxmw1fi+ln6HV9olIRm3CIXq/6s+FtBO2y27YRli1ueLvLbkGlZiDf1DP4Rmz7Zp03kNkecusvfsWSX+CoE+HQ6fB0PTklAHM/hNMuhRPPqwkaklK0YuOUo6DfEH0/7DfWAgrfwVdvIF+/DYVWXYm0dqhjzkeOu0gDvPrsiRuRJ6bAnW+B06Wvff4m5L4TYbmVs/L7l6hBU5D9DoNfrfLahg1Oug2mX1ftjdj4a81jr18If3wIg45EBb3ImzoBlE3fwvqvoMskCAdg5TNQuR2yD9TntO116HzuHpkqtCX3+c6GMgKBQFXydVsdlPf1YmA7a3+xJ4CdSUb0eNzExupqjmVllbsNGCLt760bL+JhUEpRXu5tdcDQ2HPvdFo0N2WCbzvi3aQBA8CfD8Hql8AVjxrxN1TIDz/cA2YIeeEArTEw8z+IYUc+vEmHKiL26+vw/nXVjU86FRJrFUVye1DjZqLKCuE/Z8CpmfDYhZpaN+1c1Jtr4L5PIDEN+fxVnTBZn407UpdSnvs6LPsJXrkPLjwAOSwTbj0V+fptlM2mBy/QgkO/7dBS1JffAl2jXOj7jdXg5udvG75oIw7Q68ZAQ6fuer2jCenicKjphyDHSrLsO6Thbf74Wa/HTGl4m5+/RVWUo/YbC+deDa/Ph8XFqF/ydS2P4eNRAhQXaAbEuWPgwgPgrYerAQNAwXbkqzchMRUmHF23nREHwt8f18mjMbEoMwiPXwRnd64GDAAvXa+fwQut/JiUdqjbv4Lp16F8ZfDWFfr7k2pVyew2BtVniu5jyKc9DBHb+LW+nmHrmdr+rQacCASrw1U22556Dbe9QbcuK6OUykofIpqVkZycWFUZ1OGwY29EKn1vWVsCZXvC/gINNC8Z0TA0/dDlchAMhigrq2gR+mHN9vec6XICohX+GlCr3NPmdluzbzH0TKxys744mz6GklXw/eUaJBgG8tsTVVnp5C+FBf/S+Q1mGNZ+V/fgo8/UJ12aC6OOQT30p5b/jdh5jyJ2B/LuveCz4qafPIqcmAQvXa8HgzGHaEAzbCIcXU8JaIBzb9Xr2toPJYXwyYtw/fHIO49oit8PnyC/zdP5DfuNhUtugi9Xopb74Os1qJR07d5v17Hhi9ZnoF6vXNLwNp0tdsWO/Ia3AUtyuQnQsN0CDb0HNrzNskW6nkXvQTU/HzoaLrtZJ4x+vgLcMUhMLPz9bth/HMoQ5PuP4aGr4MzhyEHJ8IimMDLt3Ibbe+M/en1BlPfnxCvho+3w4OfQfSBsXaE9VLkb4ONH6h5j1U/w0weQ1hFOvxv14O9I/wmw6Tfk71nw9YOw8itUeg/oPVnv03l/1CWfau2Q/KUQkwx9p+vvEjtZOTcmyuGB2GzocrT20ohAx9P0dkoRFxdbtz8taPvKoKZDGQFKS8vJzy8iP18LTEUSsd1uF2lpSWRkpJCYGL/HBaYasr/CE23M9oTrPppyWZ9Fu+93t5R0Az3Yo+GJSD6GYRUg2lMlwbU1fK62aHqe2MGZon+Usg36s1Cl1mIw7GBz1ty5wwg9KGCgrvwWeXAqbLNocF2GQ1Zv1NoFyL3jYMYDukbA9e/Dl8/Ai9ehJsyCsh3Ix/+t27E370RWfA+3fQWVZZCRDdc+gfrbg8j8D/Qgl7cFktJQ3QfCmiXIknpoghGbZA0sd52r97PZoNsAGDAaBo7RS6fuevju1B0+W4YKhxGfFwpzYdM6renw6/eQ3RVVUY40lDsA0KGLXhc1x9PQ+CZVnoauDSRvdu0FfQdDaREqox3y2TLI6oDyxOoBM9pKd0BCiqa1zr4MWb0YwrWA67x34JrHYPzRwFn1t7n0R9TSH6HvcOS21zR91hWjQwoL34X3ZyPL5qPu/gF6jUCy+8KW5XWP8/a/NZA85mp9n31xD7xzTfX3c25GrpysvQ2PH4e69HNwxsLnl8Pm7+Cc32DqPbD8LTjsMXDGwZYvkeypMGY22GOrX2iujKpR3O12UlJStzstZW09J6AhC4fDVFaGCYfDOJ2JlJfr91RjoYxAYM/Wyoj2EO9jl3eXrc2Dhj1hjQksNafYVEu0v6fCE06nHY9HA6BQKFRzoN4D1uS5KgUoSBgMsT2096D36cjPN0DqMLC7UMpE9jtPJ5wtewOcCdB1Cqp0M7LsLRh5GerK+ch/D4X1P8JJT4AYyCe36zbeuBz54QW45FOYeiZqwomaNfHeveBtICnttHv02/euY6E4Fw4+DyafClNnoiYfj2xZDUX5emB8rx6FyYh54lBZnWDpj0ieNQCHw7D6d728+5getx/8XLvW33xIU/w690Z17oN06q6BxLgD4awrLbVChVpaqUFFRZmmfe4ogPztOu9ggNZOIC0ThozUCY1+L/i8mvLoq9RehlBIu86dTkjJgORUSErVeQaJyZCQVC2LPfUoePdnSE3Xn7tjUHZ7VeE3ifyWPfqiSgqRRd/C2iWw7k9rvRSJT9L1HZLSYEWtXIGIlZfAgjmoA45BegyCNX/U/N5uh+MvRTI66t9n6kytp/DBA/DRQ5BTLc0t790Lf38Lzn9EMyWqvhCYeArqtLuq+i0f3QIf31azrTXzYcVcrUJ6xTyISUS+uh5+fkh/v/Zz6HagrjXR41AoWQOfHgknb0V1PgoMG+LPRVWsRlLGWm0beyCvYV+Puev+h0IhfL4A5eWViIjFyNDMjNjYmCrV2mAwhN+vEypD0QXLWqNn/8+8DPAXaLCsrqchou5ot9sIBkNUVPha7cZQSlVVSmtN83hcuFwaAJWXe3G7ndjte/6FUh9mqHIzigCCShmDiA18OYg7C/qdD12O0Zt8dxFq7EPIEU/pQlbjbwDDjiy8H358AKnIQ026A3XZXOSdq1EdBiEbf4GlUQl+m3+DazLgrFeR/WbqzwZO0nUF1i+u2bnEDFT3obB5GfLHV/qzJy9FXrgWxs2EQ86DXiOhYy89UB5+BgR88NFzdSWIZ12hgcW8dxq/SD0Go0IB5OFrqjQHBHQ9hE69dFuDx8GxFyCFOaiKElRyBtK+k2Yt1GcX36iXekwppTUrFLC8GcJkyWl6AVRxAbJ+PZK/FfK3QP5W6NxHJ5I++U/kmVvrP0ZlGWrTKmjfrfFh7YtXkYnHwln/hOuO00Dh2As0w6VLX11ACot6aYaRM7Ohop6p+8J3UbnrkX7jIC4Jyouh9yjUOf9Beg7Xnpaln0L/Q2DkKXVBA8Did6HPFIhJQr67Hb6/q/q77++C7gfByMt1OOujgyDsg5VPI4MtqfGtryIVKyB1PJjBKnXI1rR91dMQsfoGZqV0KCPi9bXZbFUgIpJcGR9PiwtMNadv/+v2F2igbk6DVkOMwTCkRdUQG7PW9DQ0BID2xn3eEL00NjaKrx8uR2yWMuGvM2D0XNSAy8CdhhSvhGWPIfZY1Kh7YPqbkNYX8ZXAIktS+Pu7EG8h6rBH4YRHdGsRL0Nt27YM9hfwlsKQA+GBRbq89ss3wrbVepuz7tcD/Zz/1NzXXwlzn0XmPguHXwznPoQKh5C++0Pfp+Hvj8PmNfDVG/DabCgrhoNP1Ps2BhrsdkhKRf5cWAUYqqyiFJb/opcYKxb+6v3Iy5aIlM2uZ+7JGZCcrtdn3qQH8TnP6D5U0SydunSz3aG1JQaNQyWlIV+8pvM6vBXaC1H1t16r65/RFUBP3w8KtiHBep6P/SZp0NC7YWomgPz8BRx3Eew/RRcJq88WzEFVlsPow5AXFqO69dc0U0BtXYnMfw2+ewOZeiZMuxLGnwCf1uPtMU3k/fvh3Ifgshf0b37ASfoFsPEX5PHjoGgT6spvtfZCh0Gw1fJsiMBBf0cddTti1Y5gyas1j7/5e1RlARKTCiuehTJLXnzZ4zD4ag3MVt0KduvejgIMMTGuRmvU7I7tKzkNDVlz+h8JZdRlZThwu50NhDJCuz3Y7+uAbFfsL9BATcpl5AYzTUV5eSXBYOsnB7bmDde4HPTuy2fvmtUFDVVhEhWG0i8g6WioXAc75kPeJ0iWlbS47FG9/uM+pPNR0N6S7f3xAQhEhRYWPalnzoc/oU9w0FHateyvFX6YdAnKDCG3DYAuI2HWf2HcTNTo4zQYeP1WLSVcWYLUrmERbWOP12d262FQWapj46OmQZd+cOZNqNNvQHbkolIyYMsaJFr7obYdcKym+y1uhDUBMGCUXm9cUf1ZOKTZBdEMg1lX6PXTt9TUlqht930Eow6Bm05ovN3z79Rhi+0bGt5m9e963bWB4lYR+8kCDUedXRM02O0weYYON/QfAW6PHjx6DtZgbv5rsOANZGMUa2Tusxo0HHV5/aABYPEXmsEw/HA9aJfmIs+fBsuqq5TKl/dBj/Ew62G4bzzEpsBpL8DAwyHohV8fRUZdAYc8CC8fpHcy7DD9TcRjFdByp1a32enw6r8diZAyLtJS1ccej7vVQEO17ZsD264MzBHhqPJyWjWUsa8Dsl2xNg8a9uSP4XDYMAwHoVCYigovprnnGm8NT0NTctA1PSx78lzr+8xCLmID069f6DssFsSSC1CZR+pt1r1dvdNHU1Bn+3Uc3R5T96CdJ+rGgpUw5kxUr0nIc6fAWotq1/8QiE9Hfn0TijbrZdFbMP48mHYXHHQOasoZelY797lqVkU9pnqPgqLtyB9zdUhi1Y+adZHVHUYciYw4GvqP1x6L7B6o74JIUR6sXAQLPoIvX9VeAIDJVqJkbdnj2tbVUonctLLx7eIS9bq04boTQPMSIQHJ34pKa9/4pqU7UPlbIb2J7X6bpwfxoRO0Z8ICCSopvTpxMhxEtiyHTv3hj6+QGxugcm5aCqt/RnXfD0nMgJKoip49h8NRf0ONPV4fV5nw50fw8BF1j/PHh6i8NUi30dD3YNTJTyApnWDHGuTpkRAoRfWbAZ0nIna3plROewl6HQml61CuFKSTVWwrrjNqxJ2akikG9LoJ3O2te73a09CaVMJ9fWDb3RBAa4Yy/j+GJ/Y+X6UNmN1us/IKDHy+AGVllXsUMLTG/RYb68bjcWOaJqWllY3Wj9iTzI1GH65IR+LHa6pa1rFgjwd3p2pQNeLO6u3T9gNE11oYeRkc9miNF7HqcyzKXwr3Z8LS1yGls3Y9T/sX2J1wzL/1hvNqhR3mP45cmQwf3FCV2MehF8A/P4GRR9ctH33g2YjdiXzzSt0chpy1Oinvhkmwxkr2++YV2PAHKjkDxh4O1zyC+mwHam4ZPP8bjLQEmxpKDoxYZiddrXPrusa3i4nT21U2oTwYbgblEqBwuy5E1cRAJ6sWazVKZy056eQMnfdxw3Na4lkBqe3glpdh/FGoxFRk5UJ48w64aSqckARXDkf5vdB9WON9+/IZLdB18h2a1jr6WNS/5sO9P8GEExBvCXz1oL5P2jXgBVEmMvd+/Ttf+ikkZ8PiZ+HhnuDboWm/vzysFSAn3wVHPAX9Z0L5Zni9L7L6RQ1i+5wFEx5DHLHIqttRZgDaTYf0A8GsKefcuuHJqhNrtTZa01p6YNahDB/FxaXk5VWX/Q6Hw7jdzqqy32lpuuy3y+Vs8PeJfN4a40VOTg7//Od1HHHEVA4++AD+/ve/sXHjxib38/l83HvvvUyaNInBgwdz/PHH89139dDQd9HavKehtU3TdzR9LxQK7wEXYV2LDo/s7oOxM3LQewsdN/mCdLS3VB8ToNPZkDpRfx6uhF6nwNa5sOp5GH6HPtbXp8Ho2bDf+eBKgPdPg6HnII4Y+OlJHbZ4ZxbS/Vk47i04+FrUgMOhXX/YvAhZ08AD9dNLqCNvRfLWgMONGnowMuwQ1I5tyOdPwhdPQcEWOOISvX1j4QtAdR4IJXnI7JMRpcDl0TPgPmOQ3qNRfcdAr6FVwEN9lAPBAFK6A3I3wYZlsPRn+O0r2LgSlZCiJa7DTbhV3R6krKjxbQDCoeYNXoXb9UjUuQ+sbURUastqRA6HO96A+GTo0F2LMDlq0WUjaos/fgAfPaTprf66NGBZ9Clq5DSkXU/Yvrr+Nue/hjr7AZh4EgyZimR00V6F3FXw3nWw2MolyR6sK1Kmd4f8WkJdvSaiJlxQzaR4exYsr6Xc+duTqAk3I8Mv1uCiMhde7wNmAJY/CQMugdH3a2ZP+WpY9U8kcQhkHqnPteAZHYJzdkaX0m7NZ/F/xdPQOsff2VBGIBCsmoS1FtgrLS3h0kvPo7KygunTZ+F0unjttZc46aSTeP/990lNTW1w3yuvvJKvv/6aE088kW7duvHWW29x7rnn8txzzzFixIjd7tv/W9AgouOIkeJMbUEKdHdzC2rKQTdf3npP1qqv7/zc7lqDiAjseBOSj0F1uxwcKRAqQ74bDRMWwfhHIP8XVLvxULkdWf0KrHsXZq2AASfqF3XmYH2sXx+tPu7az+D+dDjhY+1aFoGyPIjP0OvadvSd2tPwye2w8Hkkewgcew/S6wCY9U+YcQP88hGqY3/YvBypzbqIth77a+2A79+svgj+Sl0gySqSJADjjoer34B1i5CCzagOfVBZXZG0dtB/pJ6hg9YREANp1xVeWqLFo3bkaPZCzibtfdi0ErauRTldSEEDks/RFtFIcDp19cv6zGbTyZgAx1wAZUWQ3R0yOkJKJsQno2Jiwe6sroA57kgAVDgIW1fqPISNS/SyYQnSsR/c9JFW8fy9gTLiAD++j4w6Bo69Gh6uJfbkSYCR02DcDB1+sLlQqdmwah7y2sXVpasj9t2T0GsiHHM3PGFJP6d2gePuhaHHaaBRngtxmeCqp0hQyIvsWAUZA1H+MuT13lpHBGDHEsj7CdL31/kyPx6sP9/2GmQdpSnD224DWxyknQ3sGU/DvupC35P9b04oA+DTTz/l8ccfp1ev3hxwwASGDdsfm62eEOku2uuvv8L27dt48skX6NOnLwCjRo3mjDNO4qmnnuLvf6+/Au8PP/zAl19+yXXXXcfpp58OwLRp0zjqqKP497//zdtvv13vfjtj/y9BQ3SxKb8/SGWlj4QEz16p/wDRD8OuD97VCZzN15NoK+8Qh8OuM8vDm8GWrV3Hxe+APRlJmKo32vIilC2FPy9DDXwYjp6vJaZXPq+TJ0Pl8Eo3mLEUeh2hT279V1CwomZjIR+8OBmu9ekQRb+D4bZ1MPd++OJe8JVWbaoGHqmrZS56y+rDYvjPgTrp7dAbYML5qOE610KlZcPfXoQf34dFn9bVezj8Yr3+9ZPGL0aP4Xo95z8w9zkNJGx2yOwKHXpXL71HIZ0Havd/94aTDTWVEujUG/WNT2f+m5ElXL2Ew5CQrHd6f0sVq0LZ7NrNL6JBSgQIKAXHXVi3PW8Z5K1HCrfqhNDRx+rExbuOQ7auhFA9YKSiSNMle41q/Nr8PEfnP+xvJRbGxOmE07EzUMMOra4u6ivVGgrLv4CHD6v/WIvfQVUWw4BDEVcsHHwdHHgV2F1QugV590Twl8C5v8Poq2DxM9X7pvZGHf82kq5zSqRsDQSiKJ7OBLC59fUq/QMqLRaFqc9dMMHcgfIM07+HFQKLi/NUCRi1pFUDkjbywO+k7c28gdqsDIfDjsvlZPny5Sxbtoxly5bx3nvvIiL06dOX/fcfyYgRoxg4cPBu5al88cWnDBgwsAowAHTr1oNRo0YxZ86cBkHDhx9+iMPhYMaMGVWfeTwepk+fzuzZs9mwYQNdunTZ5X7BPgAaWvo+iS42VVHhIxAIVrWzt70Nu9K81mh343DYCYV0yenmP1zVYZE9Z3UZGxGNCiUezXgAKP8OKn5BDVipZ/tbX9efb3xUMykyIoWanq8+tBmA13rD6YXgSkKl90W6HQjrahV86nMs4nDBb0+CtxA18nLksBvhgIvgkzvg20eg10TEHQ8Lnwd/rQRIMwQf3Qwf3Yzcuka7uA0DJp4ME09GBQM6IfKnD/SyYxsMnqoHvMUNVKyMWD+LDbLqp+rPwiE98G5bDT/P0Z/NuAE6D4RHL4Af3obEDGtJj/o7A0lM1ywObxlSsNmqbGlRLauqXMZoYBIpC+6J1wJJZSUaNPksuqXfWscm6fLi6xbpfI0dW6FQL+KNitXbnag3KhCXR3sVGrKKEti4BNWpf+MZFWWFyMqFqN6jkeve0UDB6dbAqGIH/PqR1lYo2oS6Jx96jm/4eEEf8uOLmj1z51bEk6gLTn1xJSysLrKltv8KmUM0K6KyAPrPRB3xlC6YtuljVGIvSBmIGE59/9k9qEM/QlItCW1XpnUtElAD/mPRNQ3wjEY8NfMzYmLcrQIa/lfCE23BgsEQwWCImTNPokePXvz++2J+/HEhq1atYvnyZSxfvowXX3yW4cNHMnv2w00fsB4rLS1l27atjBkzvs53/fv3Z8GCBeTl5ZGRkVHn+z///JNu3brh8Xjq7Bf5/n8eNLSkeTxuXC4H4bBJRYW3Ru2IPSWwVJ/V9DQ032p6TAJUVu5cPsbe0WmI/KW9KoZhVAs72dK06xYg8QgoeKx6JhbfD/I+0tv9egLqkB36ZTL0Oph3pvY2AGCC4dAFrTwZcNLn8NNDMPfvEPLqTcZeq9e/Pwdbvkfm/RMOewQGnQrT70NNvQKJFBlaGAVKapthQ6V0hu3LkFv7Q6f9YeqVSN+pMOxg2O9QuOBR1OpfILkdkreh6fyDDr1R3nJk64rGt+tiDUrbVkFJvl5YWnc7T4Ke7f/0ATxwauPHvPgpOPAsOL+HBgE0cEf22F+DhuJc+PqFho8XCkDOOlRG5ybvbFk2H7oOhgET4c951V9kdIaDzoFhh6Ky+4AzRv/uI6ch3mL4/V3k49sgp6YstCx+D0adCj3GQe2cFXcCjD0LNfho3a+YePjzVeT906u8AVXHWfS0vjem3K1zY0ZcokHj95fBnw8h+90E+98Cg66EJffDwe8hWeOg+GcIlaFSJyLODOh9M+JuD/714OoKXS3PhQoBuh5FaxWu2tfDEzrZuW313TAMhg8fyeTJk4mNjWHDhk18++0Cfv75RxYt+pXExKRdPnZBgQ6Vpqen1/kuAhS2b99eL2jIzc1l0KBBdT6PbLttWzPClE3Y/wvQYBgGcXHuquTAykpfvQPm3kK01TLWzd+npsfESyCwK3KpdZUw96RF52BETMTQzInMK5CSOSixIcpE9bkDKfwWin+Ebpfp3yrsh16ngiMOvjxBv/CzDwJHLLLyWVjxNOqQOciIS7S877snQd6fqKyhULQW2fK9btQMwJyz4fMr4OjnkF5HauonQPdxsH05lOZQx0afqemYi9/V/9/0CzxjaRwkdYCpV8LgadB9qHbrZ3VDvVKkZ+5bV+nB8ZuX9YwdwG5HeRKQpd/UZWHUtiyrcmVOA9U2I5ZuqUNWFDe+HegwBWgvRGNWnKvXiXVfWrVNNi+F9j3B7dFCUQ3Z8u90COfQ82HQJNjvcA0SXJ7q57IsD1k5FwYdqUHCrf0bPt5vb2rQcNDfq0FDaheYdClq7NmIOx4xQ+AvA4cH6gEMACx9FQ6ajRp8ug5D+YuRDw+AQkv0afXLGjT0PRcyR+rS12VLYf4I6HIhkjYZhjwHmYdCqAjWHg39/gB3H1BB8L4Lnhl1221Razsz9V0x7ZVsW6AhYpFbMy0tnUMPPYJDD62HwruTVlmpnxO3213nu8hnkW1qW0VFBTExdXMrIvt5vd7d7t//POXS4bCTkODBMAwqK32WGmLd7ZTae+Wpd3bw9nhcNcpz7xpgqKuEuWdMN+p2O6tKctcxswhx94Quz+jfpOhtEBtqv9fAngjtrYF5/nCo3ABdj4VDPgS7B4ZYXoTVr0DOAuSFdNj4ESq1F+qshXDy57p89u/1eBACpfDmsfDl1SCiyykfeSvqzk1w9hu6umH0jzTWKqD0+3t1j1W8Fd66Am7shqyapz/79jHkz09QKgQ99tNCRLN/g7cD8OQGuH2eBhfr/6h7vNqW0h4VCkDB5sa3S83W650BDQ5X49uVWtUy45KbPubm5fqaDaxHW6HH/jrMcuMcON1StBw7A2bepK9PsBL57U149UK4pS9yTSY8ehSqeCsqrVvj7S7/HOUrRfWaCF1HwdlvoG5dA1P+pkMxi56Ge1Lhh7t14uTIy+sew+GBkX9DiegnpHAJ8kJmNWAAKF2Lyvke4jtBl6OhYh3Ms2Z62y0wmXmopgWvmwHeJajANv3wBRaDf2HT13A3bV/3NLQEq6y1rDWYHdX6EA2/l3e1umdLVAX9n/Y07Eyxqb15TzZ38N6T9TBayyLddbudVTkYSUlxNTcqOgeV+haScKD+/7brERWA1JNgyNOo2O5Q+idStgTm9oSJv0PHg1CHfw7p+4M3D9n2td7XDMGnRyDdjkdNeh46H6A/L25E26D/LADkhYnQ8zBk6Nmw3/F6yVsN3z4KC59HdRwCxVuRTU3oKXQcggp4kTcvg1BAv2gyekG3MdBtNKr7GKRdf+2KBzjqMtThFyKVZTofYtsqWPsbLP0WVv2gi0vFJkHexqY9Eint9bo5oCESOrE34WkI+FDeMsST0PQxI9Ukj7wUxs/UYZW0TqiYuDpVL5VVfEtev1SzHrYvq/eQsuxzGHOGDgdt+qX+dl3xev+uo+AaXXFUKvLgh/uQH+6u3m7ZmzDxNhhyJkR/3n8mTL0XErK1eJOIloWu7Y1wp+kaKWJAsAzm9QWs38S/HVW2DInrg5R+CWWaGSL+NeBsDxWvgmto09dwN+1/Qdyprfa9Na6tx6Pl4f21JeTRGgwAsbH1l1P3eDxV2+zMfjtj+wRo2Nny2IYhxMbu3ODakloJO29Nexqi5aBbqjx3UyXBW9oMw8Dl0gNSfRoSSilQFYj3XSS0DuzdUIHNiH81bDgZ4idAu+M0tMqxZnGEYF5/GLcQybIqB657MyrHgarPJPd71EmbdCXHaS/BgJPh6+sgZ3HNfmQN1Rn0m7+DzfPhq+ugy2SYfCeq3f7I9PtR0+7SlTE3L9IZ98EG9DDcceBJRlZ+Vc0cUApyV+rlh2f1+XiS4NpfIb0bLHobSemMyuqDdB4AnQfovATQM9agHxxOJCkTbv4UinKhcDPkboDta2DrCiiywinJWXq9U+EJZ+PbARTnQGpH3beuQyC7jw6ZpHWEpEyIS0G5Y8Hm0Oc3eGr19fWWIOu+h61LYNsSa/0ncvJTqKHH6dBCWX7Dba/4QoOGCefBS1GgwZMEg4+B/Wei+kxBDLumTgYqdGhq9Yd1j1W4EpX7B6T31+qOaX1QB/8H6TReX4+1byDfnIM6ZRu0n1gT1meOQk19E4mzvDnBwpqgoueNSHw//XuXWsm4iUfo+xjA0QkVc6zW7LAeQsMwWryoUrW10ZG3Cds3PA0t17+srHYAFBbWLWWfl6fzHTIzM+vdt3379uTn1312mtpvZ2yfAA07Yw6HDY9HF5valcF1z9dhaNrTEC1AVZ8c9O5b66MGh0MXAYtY5HepXWVTjDhwjoayRyD5PggXoaNoJqwYCwM36Fmdb0vNBr4bBQcXgjMF1fMUJOd7WPNKzW16n6lzJlY+B+0OgB6H6OXPV2HejVC0VjMrbE5Y8Q41XrIbvoJnRiHOBJh8Bww7T/9wA49A3VuILP0U/ngflsyBiii55hGn6P5GQhQNWWUxxKagfKXIE1pGWieEtoPM3lWLZPZGtR+EpGTrJMehB9d7OKVMCIerf9kz7oUTbtHeBDOk1+EQhIN6CQU1rRPg8uf1YOuM0aEKh0szK+wOMOwow7BUMQX+0wArwlcK+WuQkm3Q90B9fs+cCNuWIEVb6t9n48/IsOkwbAZ800jm+QpLy6HPVHDHw6CjNVDodxBic+pk2op8WPUBavBpSMhXP2CwTJa+BpPvhNMXoLKG6PPa8Sd8fiyUaBEp2fgh9Jily7MX/gYDLkGNvk97GTY+gUocBolDq1kU3S6HPreiTD9iuLSQU8Fj0OlRlArr/TynIUas9Xvp8KjH0/IMin3f09A6iostYVXMrxa8uHFxcXTokM3KlXWToZcuXUpWVla9SZKgWRIffPABPp+vRk7E0qU6SXrgwIG73b//KdAQE+PE7XZVxfqbo1UQsZbQSthVa2zGHxtbLUBVXt6y9TB2JQFzVyxaQyIQCNUQc3I6q/+uyimJvwJCG7QqpGcItLsBtt8Kwc2gAoATNeC/SLAYtr1RfT6GC0IVOrdhysvQ+UiYfwEEivUGPaxciN/ugNIzoOvxMO6/MOAEVN/pyKInod3+epsVDVShDJTCp5cg/WehXAnI2s+QThNgyDEw9FhNq1wzH35/X4OIIdpD0CRoAHDHI5G6GBEr2a6XqP1l3Dlw0hPw6Z3w21tanCp6iUtHrL9V+34IDg0wmpODANp7EGUq6INAJXiLwF+O+Ct0UmFsqg7VFG2Goi06jyOy+MurAIv6dw7i9MDSJjQqNv6s130PbBw0uOJRxVshuRPcna/ps0oh3kJY+QEy/1Yo2aivVVJXVNfJiDtFS0DXtqQukNZH/91uGPiLkG/OhfVv1dxu/dsaNOx/ky533X0mEvbDr7Mg5x2k102QtD90OhdML/SfDaYPWTYM1fcHxDMYOtwBzmyk4lVUzOGILRmlFCZ/YtAfEGJiXFWVGFtqIPpfkJFu+56Glj3upElTeeWVF1i1agW9eun7c926NSxcuJAzzjijwf0OOeQQ3nrrLV5//XVOO+00QCdNvvXWWwwaNIhOnTrtdt/+J0DD7mkVaNvTrvr6LDoRszbjozE56F23XaN67oxFQE+kCJjDoW+5yLnWFkBRKgwxxyChNdb//dDuJqRsHgS2oMSFVC6CmIGoYa/qEtqbn4GEwYg9Fra8DKtugTFf65d8u/Hw9amwdR4qsScULUdKrQqT69/US/+LkRF3wP4XglKocBCpyG34pJwJEJOCbPgaXreqb6b2hlFXIT0PR/WcgPSaCMfPrs45SM5uWHkSoNtYPXvf8nvTF7W9NahvXqzDI42YXPghDDwC7h6tB2XDbgk3WVoNNmf1/6deBePPhWdP1rN5fwUEKqtLQUfbyU/C2LPhs7tgRyOVMwHJW4XqNqbpu2yjlRuSPaTm5ymdofckLe/cezKS3NGSeDb1rH7JmzD/diisp3DXmo+RblNh+EUw/7bqzzuMglFXoPocW13ASinkuTSqchKibdMnqJAP6XK0/r93q/ZuRTxeuXOg9y3Q8zqUKwsxA7BiNPiXI2VfoxKPhvSLwSxBdpyMpH8GrskodhBW87EZegZos9lISkqoki0OBIL4/YHd9C7u656GfSGnoWU7eOKJp/Dppx9xxRWXcMIJJyNi8PrrL5GZmclZZ+kE7IKCAhYsWECnTp0YOlTnxowfP57x48dz9913s337drp06cIbb7xBTk4Od911V4v0bZ8HDTVLPwd2u3bE3mBQ1L7fdlUOelfbbY1TbqgGRu1zrc7s1lUAg+pFnMbp4OiNMsuQghmo9Dmorq8ixe/p36fgccS7AtXrCxjyNNjjIMGSjc77GCpWwxfZMPgpVMfTkSPmwrZ5Osa94V3q2NL/6mXis9DrNF2I6ILlsH6ulqFe+b526Uds2Dk65BAtGlW4Ej46R5+TOwVG/Q36zYCUnvr7s17T64J1usrmuu9h7few7U89YA2wlAu3LG764qZbx9yxseltYxL1OqJ0aVrhiWA91KtyC9CUF0BpI6Apsg1Aeo8mQQN5a5Ae4yG1MxQ20mdfKSpnJaR3RUacDL0naZCQ2qV6m5AP8v7UoaTeR8OqD+C9Uxo+5tpPgPuh73T47g7ocwxq5BVIxzEAiDcPfr8HYjJg8NXQfQasfa3mMZxJmlZpc+jfquArWHhgzW1KfkP5chBXO629sGoKeBfr70rnIknTdAii8GTAhNAqcE8lZP6MTcZU3f+maVJWVoHLVS1bHBfn2aUKjBH7X2BPtFUvSWuNFwkJiTz88JP897+zee65p3E4HAwdOowbb7yelJQUANauXcs111zDMcccUwUaAB588EFmz57NBx98gNfrpXfv3jz99NPsv//+LdK3fRo0uN3OKlf37sb6966noToJc2cYHy3VbkubBnIxiEBlpR+/PzqvpGabkYcuUk3Sr27EoWYiuJDAT+D/FCl/CuLPg/Tz9E5lX4N/NbJiNKrPAmTAgxD26hdv3qfVB//9bGTzC6gRHyDtJ+rPvI0k2EUS0la/AlljUV0mIV2nQPl2rR656Eko3QJ9rVoFtZUmI+bboXMkcn+H6W/qUEegHDqMRiV1QkaeAiP1QKd8Zcj6hZDRW+9bUagBSX2z+4gld9Tr5oCGSN2EKHnsBi2SCGk0wZ6AatAQPaA3ZPlWcakeB0BhlBiUIwba9YMOA6H9QL1OztY5JWe8CICE/JC/DNZ/AYueRvKsHIqYVA0assc03nbBClTxBkjvh1y8BpK6as9J0QpYeDVsshQ220/SoKH3mdWgQQzoczZqxJ2IO1WzKGxOKK3l3REb9L4NcWeBMpEtV0JFRFDKDgmabiqqFHxzwNYJ5TkNUSaCwiZDqg4VSXSOTH4issVOp6MqzAdYXoiABSQan1S0JUXFXbW2CnhaM1+kQ4ds/vWv+2p8lp5eXQdl5MiRrFxZ17sWGxvLDTfcwA033NDynWIfAQ212RMiEBsbg8Nhb7FY/97RLKjZttNpxzCMXQ6x7Gq7LflScbkcxMS4UEoDudqgp3abIoJCYTHhscsRBNXXOI3DILxdb1x8Pringr0bBHPBbw1C3t+QZUNQfX9FjBjtKjZrzaB3fIt8noE6tFK3OWY2quuxyI9/h9wfam7bYbJef38Z+AqQ5P4w+j5U+0nIhJtQ465HVs/R7IrKQiSn8dAAvazQxe/P6xkx1t2V2gsGnATdpiJp/XSmf6QE9/nvaf2F/NVIzopqlkVkqSzWuQohP9JQqCPaXBadtTmgIQJUmqOZX1Go1xEA05gVbtDr4bMgrQu0H4jqMAjSu9egXSplasElgE3fwWeXQc5v9R/TWwj5yyGlR/3fO+P09e8/E+LbI4YdldBRU3HnXwzFteicOd+hguVIplUFMGscauxDSNoQxAzChkeRtffBlDWQcTgsu8ZqJwO136tI2mSUGdCJkK5e1kEFujwDSdMiJ2hds0eqEiDtVLNK6rOIbDFQVYFRgwgnsbEeYmN1kqCu1BjA7w/UULqtvrZtc9BtyvZm3YnmWFvvX2vYPgEaoq2+YlMtYXvT0xDJwG2pEMvest1J2lSYoMAplxFS83RugedEpOIZ8H8NhTMg82dwZELmNZBrcer9K5Et10GnB5GYTqgJi5DfToSSqMEmprMenAq+BlcGZI2Dad/Dhvfhp39A0TI9W4zNRuX/ivisWXTRUvj4EB3WGHo90u8CVK+jdKqsPQxHPAEr39NhjFA992GHkXq99ceanxeugm/+qRdA7DGoa0qQYAXsWIMkdESl94CsfnVuSFWWrxMQg1449l6dI1HfEgk/OGP0YFy7fkZ9tiuehvTuOsciqYPO20jKrvpbJXWA5I6Ix0rA7H+oXpSCcAAp3w47VsPWn2Dd58iGedB1Epz8JVTkNAwYIrZ5PqT3hfbDYdvPuoZGz8N1fYieRyB2qy5FqAJsTmTNqzq/pd5zDyJbvkB1mYYc9A50PUaDqB0/wM/HQkBTWFXFOojtocFf8hjU/m9qeejKP5D1J0D/pZAwSR+z438h9RQNfkPrUc6RiOcEiDkcU21A6ICIE6VCiDT9Kq5dgdFut1V5IVwuR5XXNRQK1/BCtOWcgKasLTM/oidbbbF/rWX7FGiIzGKhZrGplrQ97cqLloMOhUJ7FDC0FFCK1sVobtJmDc8RAggI2OiDEFfFfVWpLyM5g8B1AIih6WrZ/wZbPGy7UR8gwVJqrPgNYoegxi1EVt4Ea+4GTOhslVHe+gpsegpJO1DnQnQ5GtX5CGTVC7BjKRg2ZEs9BaXMEPx6C/x6CzLhSeh7tnZTDz0bhp6NClYiaz7RAGL1R+ArAkAldkKKN0JjSZWRK2DYYeM38MY06xP0bLnzROg4Vpf6Tu6BxGXpL12xMPWKBo+o/BVadjkhS7/RLvxQ60REKJZh6++qzwLQxQI5o06BXgeAM1Yvruq1cnq09yImUfcxKtRSo31lQjiEhCqheINmKfhK4dOLYPXHSH1MBoBcS20xvRnUsM3fwbBzYcLN4C+GXkeDM1YDhUAxrH8b+fU2CBTBqbmQ1UgoI6Eb2C3J6q7HgC8H+e0kKPyqxmaS/zl0OR8GPgadztRgM+8R2HyRPu/AJnB1R9rfCRkXosKFyLY+kHgj4hqDSn4SVIhK80hijDcwVB8CshwHPTDYudLKoVCYUMhLRYUXEakCD06nE48nBo9HK67q51xht9taOdzZ8taW8zFag265L9g+AxqqZ7F1i021hO1q0ajdMY/HhcvlJBw2MYymxf1az3b9nHdWdKqxB6yCz/GoAzEkG6XCBNXzOG1nQspz1T3dcToq+VGk3Q1gxMGWv0HscA0mVh2AJByK6vo89P0XKuMwZNEpkH6o3rnAGgAKvoAvO0GHU5ABs6F3FIVpRyPVGAFSrHLI7+wP7jQYeBnS/gCdhd/3OJQZQjZ+Cxvmgs0FW5shE9zVAj0FtVzmgXJYPUcvEfNkwJW5sPQN+OkBSO4ByV0hoSPEtYfYDIhJRlyJkJiJEkNXDh1wmA4CNYUQlYKBR9b6yKxiF6DCiBmuFs8KemHbT5riuGMN5C+FnMVILcVNdU0JokKw5KXG26/Mh/JcSOhQ//di09TILpOgh1Uiu6eVRBoohXVvIb/dAYWLa7ZftAISute90zNHw6ArUV2PseqeKPDnwhft6m9/x3wNGrqcB6YfWTsDSt6r7l7ZN9q70O46ncib0w8ohYCmk4oRS8B8CpNVKLYDffDxGy4G1gjT7awppfD7A1b+UAU2m1EVxnC5HIgIaWnJhMNmlRfC7w+0+QGvLbv/23LfWtP2CdAQHx+D02lvRerhntMsgPoUK70kJsbtNbrnrrYb7fnZ+UTUuo0GWIxT+mNX7TFZj09dgE0dgC3mcDD92s3ufR/xzUVlLUMyLwdbHMqRCZWLwSyH4jeR37+AXl8hqeNRE5eA4YbKjUhlLenorS/qpfvVqL536UFjyivQ63RY9ghsnFNXWTKpHypQihRZrIdtGohIUl8YfBXS6VBUl4lI18n6DLtMgmNehs0LYMv3kLuk7jE7WQqBBTUrNdZr7aws6eK1sOUHvTRm13lRReuQx6yy04Zd61g443QiosNTvQw4UXtPFvwblrwIFflQWYDUR0H0pMOVeZrF8MLEpvtdvB6V1rd5Q2Lu76huU6sVHTMH6+vYeRKq8wTEpeWrI2BGlAkfTKiboxJlsv0bSO6jQULeT9D1GNSgK5DM0fp7fy6svgvV42pwJNftp9ih6yWoXjfr78wQLOkGoeiqgTa9HYAZQLYPAtPKO7FlWH0O4lMXYWMMdpmMUgo3FvMHRUtNWsJhk8pKH5WVPlJTkzAMwefz43Q6iYlxExOjQzcRTYjdp3W2ju0LA3NbFZ5qLdsnQENlpb/q5m49q2YwtKY1NDPXinCt2nS9ph/GnW84usy4zl/YOTdJ7XNVmMRxPMX8hzTuArSLv8KcSLyxBhEnhFaCKgNVhuR0h6wVkHa27n15VPljsxhWDIPMa6H9rYjhABWExKFQUk/y4trZ0PdfuviV2HSlwo4Hocq3IMufgBVPQmUO2GNRznhkyxd12Q3Fy+EbzZ8WdxocvQCSeqHcSciAE/WADKhABbJ1YTWI2LIQsiwgkN8M0JBuVXYs3dr0tqCVBwPlUdcmpGfkgXoSIzOtwat4rfYYNGZWCAZnfOPbRfpRshGVMUiDFrORwcmVCN4CDeBO+RoyBoA7CbCekWApbJ8P699DVj4DU19FZR+EFDSR/7D9W+h3Hoy+HxWTiSR01b9h2XJYdpWm6gKSPBI6zAJPF30/AKRNRQ18CInrA2YAFSoCIxaJBgz2DE0LTpisZyDBP8C09o+Zjkp6QFdrpQxw4jYeraJZuhhieRlar36gUlrwDiqr5NwjXoi4uGpaZ0QXYmdpna1l+0JOQ1sGNK1h+wRoCIVMPatoRdsTnoaaFNFKgsHqGaduf++4GnbmnOsWzfLu1APd0AMmGDjoio00RAQbw3HIaQTV8/jMK3AbD4EtExxDILgYzB2wrRt02K7DFPGTdblhX5T0au5diLMTZFwAnu4w4TfY8gqsvBGivQ5ZR+nBdetrsOI6iB8M/e+D1Akw/FbUfjci69+Dii16MMuppdpY23wFenAEXRXRnQo9T4bsA5HkftVUTgBl6sEQoNcR2i1fsELP4OsbXCO6D2XNAw1KDCQaNDS6sfWMNSMpDzOkAZDD07xjF2/QL9msIbDtF319UntDxkDIHATpA1GZg5HEajaG6jgWCZZDzg+w8QNkxdPgq0WZzf8V6XgIdDpCqzbWNsOhy6V309LcZI7S17VgHrLkQiivBdR2zNegIfsM2PIc9LsP2h2jvRmlc5G106HjfZB2JrgHgO9PiB0N3d5CnO0hsATl6I3YLeU998Go1FcAE5M8hAycciU26UOQLTjQdSsUQYRm1PzYBautqGiaZoO0TpdLq+oCNcSlWiN/rHl91+u2ODC3ZUDTmrZPgIY9Ya2d09A0s2BvehqaZzabQVxcTIsUzap64KLiuApFIudZ/TJxywOE1Y8oKi1KYiIq42sk/xAI/AiUQ2g1OIdCzADouwi2XAn5j1Q35LFm8VuvhcwrIftEVPvjkY2PwarbIJAP7Syp56Lv9brsd1g4VdPnet2MdDoHuh9ffcykPpA+HPJ/oSGtC+VpB2UbdUJeoLgqkRJAbG7oehx0naaPE2cNMBP+WX0AM6TDCoUroGAlFK7QAlIpFp2vLNot3tiFNiBQ1rxtq9gTzXwt+IqqvAD1ms0J8e0hPhtitCANhzyCsjuRtL41CmPpxEkflK6Dim3Qbhyy9Wv4qJ6S2tFWYKlIdjqsGjSIDdpPhO6zUN2OQ1zJ1W0oE/ksHULF9R+vcL5edzkf1ePviM0Fgc2wbiZUWOGPioUaNKScCMFtqI73Azak7GEovhgyf0E5BiPOsai0dwEDrzkDh8zAYczExXWYykeenEcHPkKhKOd3Ehje+Lnuoumc4oaf8/ponREvRGxsDLGxOqEy2gsRDu+ZhMq2PJtvy31rTfsLNERZa4QItBy0pog2lpOhtSj2lqeh6XajWR67I6TV2PMVJB8nOvZbIXOIVUcSY7xIWOlKhkH1EXY5HJX+JVJwBPi/AVsXnXBWfBUkPwSdHobEw2DDmRDKA3dvVLgcyb1X0zTTL4UOt0PXS6DjGbD2XkgZpztQVCsmbgZgxT/0kjYFRnysB9SeJ0LPE1EV25AN78GG92DbPDCt2Zg9DmxupFYyXpWFfbDmZb0Ack4I8n+D5U/omXByP4jrDImdUCk9kYjeQ/R1PO41pHQrVOZBRdQS/f9Auf5td9rTYKv/e8MODotJ4YhFgl5UbCYy6FRdQjo+W3tK4rO1JkJsPUV1OgzXbA1/IZSu1cBr61wd8glbz4YzAc4ogfjOTfc53wIN6cM1lbb7TFT3GUiMvo8kVAm5H8PqfyHdr4CsaRpI1WeOFP09aGqu6YXNV0Le/TW3K7fuk4xLwBanEyJ3zASvVhuVwCJw7odK/wxw4jXPJcQcDAbjAERcFHIdikiIyMSjeqNk1xMhG7fmUy7ro3VGAETEEwEQDoerAEQg0HJ1Murru9WzVjr+rluEPdEW+9aa9hdoqGUtOXDvnBy0ahMS1vVZRKWyZZgrtRQho16SebxKNpcBUMIj2CSVGMZioAV8/OqfhNTnuI0HUOmfIgXHoIwEJPA9VDwB3jmQ8Q0kHo7q9yey8VyULREp/4aqegL5/0Hy/wMd7kJlXI70vllTOwMFmmXQkBXMRaGgcj2y5i7odBYkDIX+F0L/C3Vy5MY5GkA44vRvWfh705cjvquuObHjD1jxlF6qrg1guHT9jHbjIW0YZB8CNjvEZUFCR5TYmrxvVL8ZmmEQTbUM+7VoUeQzM6iZFwAjLoXBp6KiAAIOj1ZqrGWiTDj6+eq2lNKaB2EvlG0Ebx5UbIVQpQZbW+YiHzUuaESgFFWZi3iaKOPrToX04ZqxkjoQjra8BGGf1uRYezdEK4QWj4d2x0C742DTk9Wfe7pDt7+hOp2J2GJ0yAiQxZk6h6a2OS3PkC0OQtuQ3JFgRlXuDK21Lk4MPvNqQmjGiKA9HiEKKeN5Mqm+bnZJqPq7pSvtNuVpaMwitM7KSi8iWNLWTlyumrTOYDBUxd5oSVpnWw4BtOW+tabtE6BhT/0oLYmWd1YOeu95Ghr2rkQXAtP5C74WrLxXt1EHqSjCCDYEGzmcSCe1BJskoJSJyVpMlqLMMmKMp1FpH1qJftbgbG6DnJ6QeD/EXwo93tUDb8XPdTuw9Vpk603Q7TVIOhpxpqGmbkW2vQ4bHoHiWoJMzgwwnEjJr7DpKa33AJBxKHS9FFLGVnkgqiyhuy7Bnf+zHjTrs3YWc6J0bf3fm37Y+qVeAE4vQgXDyPNp1nW06XaSekN8Nz07j+0AniyI7QgJXTXVEWWVuY7RngQxrIBxRCPDWisTEjuB6oCosFWrIqA9A2G/FrEKe/X5JPYEdzr8egcUL4XCP5Ci5dRb8Ck2W18bd2r951nLpHi5BkrR5kzU16v9JFSHyUiqTtwU0A9Q8UJYez+y/a06xwOgRHusSD9Ig4bk0dD9KlTWNB3+CldA7kOggkjWFZAwEUqiSmo7u0HH2ZB0VDWw2J5NDSAcey4q8RZEmZhqNUH+q3eVi3AZl2g3vyzFw2F4ONDqf03PjojRwjlcLfNeUQqLaRGkrCya1qmBhNPpID4+tgatMxAI7Ba7YN/IaWh7fWtN2ydAw56ylhi4d7Xi5t667xo65+j8hZZUqYw+z2r3ns5nSONYwlRiI4407mMbh5EjJ9BezQHC2NifMN8R4lW8ZgUxRqRGQAxgUDVYlVyBVL6CyvgWMWJQaWcjwe0610FF52EEoOxbSD4GyhfqRMqOp0LHU1Eli5ANj2hBqHAlZB2tr1Nt9kXeJ5D3iX4tJwyB7ldB+xk6mbDnSXoxg6iCxUju9zqJMmcBVFo5CWn76XVDoKH29bPHQMmaqA/CULJKL7Wt4yFw2Cfwx33w841NH7z3GTDxGfj5elh0Z9PbT3oBep0CS+4Df1Hj23pzNFsgpp6QRX1WvFLnJfQ9DxK6odpPgvRhGiSBBjOVG6HwW3AkQtZRsOxa2PFtI8e0QhmpB6DGLkBSrKJVwVzY/i8k/0H9fbKVv5J4mAYNhgeyrkNlXo0YLghthOBSJOYwcAyD4K8gbkh+BGLP0Ewdse5HBQ45CbdxP0oFEHFipz2p3IkijJ8cXGhNiNZiT+yOp6Exi6Z1AlUFtlyualonUMMLsbNhzbY8MLflvrWm/QUaatjuhQh2b6DdO+EJqMuecDrteDz6ga+o8BIItC5/O5IMaaM6E99JH1K4iUL+AWKCsuEx5lBpTifMl4T4gLD6CTsjIe4slL07suMUCFtu4uAvSHAJuEaALQE6ztbhiG3Xw45XqJodxlsz/W3/QMq+hsRp0P5WXTVz8JOofvchm5+DeIvqWB9lM2Kli2HRyZA2BeVMQZZcDpmHQ+IwSBsKGcNhoA6/qPJNSM4CSLcqz1U0N7HRjnibUpi0zGUlHwabISENTec01LZAiV57OjQNGsyQrijpSKj/+7iOkDIIUgdByiBUu/EaiE14zNo/jPi2w44FsOUlJC9K8KrT2Ro0pE9pGDQkDYf2szTYcKaBMxW8y2HLVVD6cc1tKy36pmcEJM9AZd+HOLN1jkPR5VD+IMRdADGHgftgMHeg0t5BnEMwVR7l5njijV8QsrBzJG55AqWCbJdjace7OK1wWz7v4yAFF+0JUYGDuMav4S7anpKR1vUvgpSX10fr9NSideqkyqZonW15YP4rPPGXoRQYuwj2oxMFd2Wg3XueBgVRM5zosEp5ecsrb1brYQDoYlWgKGM9cXQGDHysx0EqCZyOj98RbARkJQ7VA4/xLl7zBELMQSQJxCCsVmJzT0RlLUF2nAfeN3RT9i56dre1PaQ+B+5DoetLesa49e9Q+plmXQBUWiGOkveg5D3EngXZ9+tiQ90ure5+8igoXwneDQ2foSMZKtbAxkf1guUgTpsC7WfqxEtPF+hxQvVOR8/XwKF4hbWsrF6Xb9LXzR6na2g0FzQ4k/S6odBInY7vJGgIWol8se2h6M+mt6/YAqmDtcBSyiBIHVgNFJyJNbeNJJVWboRlVyHb36HesAdAmaUpkViLfRA/ADrMQrU/AYntBmgGhQCyYhRU1hO2AvCvQ4VLwTME6fa69uZUvmmVtbY8VQFLOdRzAirhKpAkguY8vOpQNL1yFQZDiDFeASBHTsXPb4TIwUFHQpSxkVvox+tVzSrMVtRq2LMvmPponREvRDStM1pcqj5aZ1semNty6KQ17S/QEGW1B9DmWrTQ0a4nClaLS+3pm1CkdfMXoq12NVGx0g89ZFPCShLpQ5BC1nEt/dSrpMu/Aajkc/xyLxnqUWKM1/Gq0xCyUKqMCnMQTm7EZVwLaa9DxWFQdAnKSIbgMlCFUHAkYnSGtNcgZgT0/BRK56KcnSCwBQnXqoUQyoENJ1qD/QXQScem6X0z9L4ZVbIYyXkXct6D0j+q9zM8OvehvG7JWgrm6iVy9jGdYeJylGFHvJvBlYFqfwASqbYZuWYhH5SsRCotsBCTAV2m6SRDb65eB+tL2LMG4lAzPQ3sJGjwRzwNWXpt9+jchbhs7X2Iy9b/j+2gi4Gl9NeFmaZ9X31uKoyEyqDkd30dC+dB7seIKx0m/gHejdBQjkLEyiz57bheENsD2s/UQCHBkvw2Q1DxK+Q9hLh7QrvrwdEBqAc0JBwMmVchtgQNooLLkYJjtLBYtIWsSqvOAaDC+M1bCPCvqq9NtQ6bsR9KQb5chI9vsJGJgQeFyTquJYNZeNC6G63pZYC9P+hGaJ0162Q0TetsywNzW7m2e9r2GdBQuzx2W2ijPjnoXb2BosWl9uRNGHkY4+M92Gx7rspm7etsw0kZ60mkDy7a42MD2+RJOnA+ACG2UclH5MrpZKrniJEXADDRA3aA2wiZb+MxPsOIPQ3lmoiIA4JRyobmRsgbjTiGQ+qLqPjJVdCFhMOg9FPqnc0WPIrq9BBS8QuUzYXkGZAwEBKHQO9bUJXrke0WgHAk6ZdJ+Yq6x6lt3o0oMbTn4puBkZ7o3IjUiZA0AuL7IO5sVHI/VMogRCnoMEUvUabCfvDm6dCFN08vyVZIpd0ELXIUYUmYtdaRzxO66+3ju+p8CLvFnLDHakAQ+TuyThmktx95D2rMg4grqd7TVEqBCml4KKK1EPK/0LkgkeTE2ha2aKLu7Mavodghvh8qVA6ebshkazBXIfAuhfzHLN0O63dNtrw78ROra0aIE1JOQGVehcQM0NRrs1IDwIIZdQGD+0hU8oO62qlSVJgHYVKtSOqQ87HLNJQyKZUXqeADDJLI4jVspKJQeFlPd+5twLvQci+Atjjo1qyT0Titsy31u7ZVF6zayx3Zw7bPgIY9Y83PK9By0DEYhuy20BHUFpfac3ehYegiRobRepVDG267+m+FSSbjEAxcdKAT17GBm8hgBg5ScDOaMl7Cy1dsl1m0U68i4kCpMiLXzGQZ5WZH3PISDttx+sC2DDAyqmsAAAR/hpw+SPyNkHQrONpDz49Q/vVI/qNQ8AyEC6u3dw/QCXjeRbDteth2vVbvS78AUk/TIY7uV0D3K1Bhv1WhMhVie0LF6iYuggPxbqr5WelivUSZVoz8p/Z0bH8XfNsgpgM4M8GZijgSwZ2M8mSB2CwxLMt6naqX5lqvk/TSHFMmuFO0t6BirS725N2swzPly6FkMVJuMSp63Qy9/wnr7tcAqzELl2sarLM228LQcuBpkyBtMiplAmKPtRgUJvjWQOGzSM5soB5NFJ8FIj1DwZYEaeehMi9DHO30/oFfkKJLwDkSkh8A9yQot0Iv9p6Q9CDEHAoqjKnKEDxRgCEGtzyM0zhJe1DEIMw2BA+ZvIST3oQow0483bkTGzGUsZZ4utcADy1by2Dv5EntjNWmdToc1V4Iu10PURkZKVEJlUFCob1fJ6Mt51u0pv0FGqKsuT9+RA5aqbpy0LtrezIX0u12Vj2UZWWVrZC/UL9F6l1EcqDEym1wUh3XTucYSllABX+SxATiOArBII+L8PM9BXIjaepO7DIBj/EpXvNMFFpa2adOBmJwcji4p6LarUXK7oGy+0BFueojcsll94FzJOIaDdl3o9rfhhS9DnkPQ+VPEG/N6qMlqglA/oOQr2ecJM/UICJ2nJ56dD4XOp+L8ucjRQtgx/c6ia/kV02jBIjtrQf32qChIXNqmiVbX4Lt79S7SdXt48yAoc9DxiGw/r9QuV4X7rK59dpw6r/Faf3fAZ5ukDQMylfDju8gVKqXYLG1FEGg0FryIWUMDH8XNj4BSy5ouv9+K7zi6d6s05WKdajEYUj8wGqQkDpRAySs/IRwKZR+rfUs4sbA2mOqgUF95lupB/TY4aiBWxBbLKKC4P0I2XEhmNZvYSRZ13EESCwkXI+KvwoRB2G1Dq85E6dcitM4BeiA4MJjvIFNBhIijyK5h3TuwUFPMnkGN8MoYxFl/Ex7ziWOIXjJYQuf0JeLW5U5oa/VvjGwKVWdUFlWBsnJCTidDvz+gMXOiCU+XudMVItL7R6tc1ftL9Dwl0WFCBrOK4jIQYdCYSoq6pOD3tW299yNJwKxsTE4HHZM08QwjD1enEZEP/jK8qrsYCMpqjMiBlv5nHZqCl3kZgLogSbIDmI5gkxc5HEuBi5rJleMXSYSZ/yG1zyPEO/p4+MGEQLmazjkGEi8BRV3EVJ6M5Q/CYTAOUR3xvs+lFwNeCDxTog9DVJPhdRTURW/Vg/EvkYKShW9DkWvI32XgGcA5D8BscPB1QuVeTRiKQ0qM4AU/6xBhOGwjru5eRfNZYkdBQob3w4gkAchy8W/7Q1dU6Epazcd9n8TcufAsiua3j5o5TTYExvfLrpPoJNA6zOxQ1xviB8ICYPA3UFXupyoQ1A6bFAO5Qug+H0k/2ldgwQg8yoNGuLG1Q8aHO0g+XhU8gkWbdMN+KDsMSi+EqiVLBq0QhKuSaislYi9A6hKvOErCPIEACa6folLrsIpJwPxVPINuZyEk34AxHIkBm68rGUFp5LJyfpcCPMbN9CfK6rYQ7tTGrsh21uMrJY0pRTFxTpnJ1InoyVpnbtqkWvbBup67VH7CzREWWTgri+vIFoO2u8PVnGTW65trLZb9yGvfR5KKauI1p4Li0Rf28hLMoXOeKUUD0lUsJE18iy9OJsYK0HsT46hLy/g4UAyeZ4QeqAt4Cqc9CeJS/DYXidgPotPXYkhuvCRT12OT52DWx7DYcyE5EdQcVcgJdeBXVPfCEU0Diqh5HKk5HKIOQYSb9Vu7IirP/1isCVDycdgNlDPwZGBMn3IpvOs8wPs6ZByMiQehsQMQiWPQlLGVu/T/WpIP0TnQVQtFkMjuoy209I4CBQ070LbLApr2Nu87asSIZs5643kHTREo6xtEU9DTDa4sjQwiACEhEEQ3097QCKmlF58K2HHK0jB07VKUUcf29K5iNQaAbClQPJxkDwLFT9Re3WUCaYPJU5kazxQn5dQwKmFo7B3ABUmYL6OT50JVA9IivUAuIwLUSpMkdxFCQ/pS4MGSAZu/GzjT6YjOEjkAADKWEcS/UiywIVutfWe/X11Nlx7AhdJqNS0TqnKhXC5nPXSOgOBQKt5UP8XANmu2D4DGvZEImTE9M1QfaPunBz0rlo0FbF1rL7ziIlxVbW7594rdRsSDExCKBQdOITvOZdMxpNIb5QKE5IilnAU/XkLDxMw0b9BmByK+ZgKmUM73sRpnIFNTcAgC6VKiZTY9qkz8alriJEXsNsnQtqbluRxBWLm1+kP3nfB+y5itId2a0FckHQkJB2pvQVlc6H4XSj+AELVFEhlS4DAhprHCuVD3my9WOdK4pGQ/QC4u4DhRKWMQVJrKiAq0w/lq5GKlRpIxFogxx6vJYwjg3ZDZovRa7OZoEHtJGgIlVX3p4aJrt3g7qATGWOy9drSulCZRyEHTavVdFAzWCrXQMUvUPYluPtC9t2Q/zDk/7fxvkRAQ8wgSDlJJzYmHGTlvZhIeDtUvoqU3QkJtyDxl1gVU3+NOogLYk/RYQhHb1AKhaLCHIxJzdwUGxNwytUAmCpEjhyH32Jj2EgnHU21VZj8ydGASTfuIZFRAJSzkV6c18o0y30/w78xjQnTVPh8fnw+He6z2+1VAKIhWmcwGGyxa/FXeOIvq7fSZU3dAl+rVXerTUVsaXO7ncTEuOrIWu+tBMzaKF2hiEPH7GPpSB8u4keu4EDmIGIji9PI4TmWciz9eJ1Ya4amrJlikOVsYhAZPIGHQ6zvtgJxQGRwLcCrDsNQvXAbL2FjEGLEorJWIOWPQMVzoEpqdtTcpkMooXVIwXRIuApxH4xKOARJPBTV6TGo+AEpfheK3wdxIv71TZy9CSXvQ+YVGjSsGI74loGrDyRMhtiR4O6HODui4nqh4vvXvF7jdMEkFfYh/lw9gw/kgd9aArl67bKokDGdNTtCRTEmVBSDQkVAcOT3t4E4NEPCZi31/R1hNsT1g2GvQkw2yt0R3O10hdD6TJmaReFdBt4lUP4tlMxBAvXkdYgGuLh6N3453f00VRIgbjTEjbZCGflQ+S5SequWGI9YyCqL7hylQYORAnEXoOIuRWwZoMKE1A+AAxvDagAGoQNu+RcOY2aV1HNQllcBBhf7kaGewi6ZKBRhKjHx0YV/ksJBBKnAQSyZjMeGi+38STsGNH5+u2HV982+ObDtDAU9FAoRCjWX1qm9ELtTJ2NfB2S7an+BhiiLpj3WlIMOUV7eOroFUa1Xtd3S1pw8jD3paYu+jJE4rkkYm3U7moTpyBEU8DMmfgxcdORKBBfbeZxlzGQ/fsHARTv1BgXydyp4DzDJ42w8cjgZ6nEM6UicsQK/up2geoqIa9lkFZXmOOKNUu2NsHeH5AdQiXcilS9B+SMQ/L26k+JCwusgtBh26Ji0GJ0g4Wok5mhU7GiIGwvZ92rI58iCpON07D2U0/CFsFvhhqC1jX8F5K+oUdpbAIx4iJ8EXV9DiQOp/BXsqVpLwJWGcrevy5iItpEfNf2jmEGqBpYu50PXC5veJ2KuNC2ipEKI6dfME18BBLdBYD34VmuA4F2MGrRdyzYv69/0cYNbreN3qdVed3094ifrJFWHVWhLaaEwKl9FSm+p1lKobRHQ4J4Kjj6o2LMQIwZUkKD5Hl51GZCDWx7GbuyPQS9MNuCUS3DJ9YjEEiKPfLmEdryOQRIA8ZxGqroVsJHLqySoEbikI9lcTjrTCVDCYm5mBLOx4aKSItbybRVoaI2chojtq7Nhnfu0832vTeu02WxVXohqWmesVa2zWlyqudcpMkZE2vr/ZH+Bhhqmf3ybzUZsrLvF6y402nIreBoMQ6z8BVuDZbn3zg1fXSQrkgDmV17cxGKIwe+8w2B1LAO4GhE7XnJxkkQ2F2PgYiv/IUwlKAMhhgweoYxJFHI9inICLEXEIMg27GQQYzyIU12K37yBEJp1YDAYEcFvvoBf3YZb7sQhMyHuXIg7F+VfoL0PgcV6MA5tqHkK5iYovgSKL0FIgIQrIPYcsGXpuHp3LUik/OuR8u+g/HuoWKC1AyK5A/ZkHeqoLSxV28wyKPkACEGoCFaOqvF11R1j7wAxfcDVQw+0aRfoJMUyixIojqjFbq1t1t92EC1MhenXIRfTp0MbqlKHQswKCJdBuBTCJbpf2f+GwDZY2lsnKTZl4SKtf9AcqwIN3SHlFIifjEqYgjg7Vm2izEok8Ct4PwLPdJS9J2IBu/rNCXZrf8806yAV+M3/4lfXUaX4CJhsBCK6Cwdhk54oFWAH91CCDjWFVQk2SSKN2cQzE5MAa+UqivmCPvIcbtWVdnIWQSqYz2m4LW+aQjGfhxinLkSJDlG0BmDY12fDLSV2Fw6HqawM16iTEfFCeDxuPB53jWqdgUCw0YTKPQ0Y/vhjMU888QirVq3A4/FwyCGHcMUVVxAbG9vkvrNmzWLRokV1Pu/Tpw/vv//+TvflL9AQZZHfPyZGu1b3RN2F2m231Iw/oiMh0rw8jD2Z1FNfkSyPxBPAjxMXQSr4Xd5mKDNQmPgp4CcuY5x6lvZyDgZuDNwEKWCVnE8fniGe43GrkeTLRRhobn85r1Eqz5DBI7gZi8f2KiH1E37zOgy0y1uxBSjGpy7Epy7Ezsm4jOswnKMhdSzKrNCvcrOokTMqhdKbATskXg9lD4LEg2ssOLtA6il6AVS4FCn/XnshbEk18iGavG7i0INuQxbaCmVbtQAVQNJ0DRrWHKIH/KYs4TDo+REUvQwbz2lepzrcodfNAQyAhArB2bmBbw1wddN5CTGDwDNMfxzTF7q+YLXj0xLOvk+h4kkk2pvgHILY+1KjeBkANnBN0pLPnuMQI0LZDOEz/0GQBxvoj84FcRkXoZRJJV+TK+dRHe7SOTUOehHPTIIUskxOJIAOhSiCIEJY+fleziaMl75oSXI/ZWQzlFhJa9Z1233bN1FDa9XNiKZ12mxGDXEpp1MPxJrWGbQqdtakde5JMLZ06Z9cfvlFdOrUmcsvv5zc3FxeeOEF1q1bx7PPPtvk/qtXr2b8+PEceeSRNT5PSkrapf78BRqizOXSFDilVCvVXWjMIuGJ3R+8NR0poiPhbTRu11ZmIAqFHQcKk6HM5H2uphPDSUEPMD7y+FZOYbx6niw5BYUiJMX4WMdiJtKNe0jhINqp9/CJTm4Lk4fJDnKYhV26k8FjOBlOrG0uptIvdpOadMcQLxEyX0LojlvuxS4H6S8SrkHFHIt43wHvexBYSJ0XsV3XN8D7Ifij5KLtPcFzKrinIo6+OkEv8RAd33d21C5733KtAxG9BDbXbENsSLi4+RdVLEqn2VymT+R+34nEPNOrtR6aa6FClKs7YkuGmIFRAGEQKmYgEuWFUBZ7QlBQ/iiUP4WEFjd87PAWjbrtfSG0DJyjLaAwQ+cqAKgKguZH2GUSCm+9gMHGFFzGFdhlqj4sXnJkOgGqZ2uCi0TOx0EXQFHKT6zkXMBEcNGFG0lgFAqTX+RafOQzlFtJYZB1zCB91WGYYmL8lQjZoNVOSm8NC4dNvF4fXq9+TmrSOl1VyeLBYAiv18fXX39NWloaqakj98h1ffjhB0hKSuLhh5+gSxddEbVjx47cfPPNzJs3j4kTJza477Zt2ygvL2fixIkcffTRLdKffQY0tOaPEy0HDeDztR5NpyFrqfOL5C+Ew7osd9PxwNZnbdRntdsT6x+AgxgmcAmfczuz1JMkywB6ciareYZv5WTG8wIO4jBwYyOeMGWs42oK5SN6qHuIYYR11GovUYi1bONA3DKWNB7AIR0AcMo5oCoI8SnRLyfFWrzqGNy8jFOmE1YbMeydIeEaDSDCOYj3Pc2y8H0NBMFmJQaGa9ECQ6uh9Ea9AEIcxJ4AyY+BWYnY4lBxE5D4STV2U6YXfCuRCIjAhmYm9IBgbsO0z6qLatdCRvXSCuuzuonATZpZWZ2wWN2wztdwZoMju+ba3QvBBkNqhmR0PkQx+JdC4Dfwf4V4P0Fl/aArmBZf3HRfQlaF06S7UY4BiL2TdXA/QXMeAXUvYb4AIFb+wCDa42HHIcfjlCuwySCUUoTIxU4mQf6oARhimEKquh2HdK4KLazkQsDESXt6qAeIlb4owgg2gpQwgGvIYAwVFBBLGrGkokSxmG8YysTmX++dtH1N3Kk+29N9b4jW6XQ6+emnhVxzzVUApKamMnbsWIYMGcHw4SNJTk5u8b7k5ubwxx+LOeWUM4iNra5PMn36dO6++24+/PDDRkHD6tXaE9e9e/ME1Zpj+wxoaC2LduP7fAHcbude4t/unqchGvg0lL9Qb6utzNqov01Vp70QIezW7eilggx605dDETFQKLpzCgZOVvIY33IiU/iQGLrSX73FOvk75SymhHkskkkM5jPsJJCq7sYlwyniHsKWy9jHArYwnA4swElXbByAxzaRsFpPUD1OQD1HhKYJYIhG9l7zKExWYucknMbZ2IyhEHc+xJ2PMksQ7xxw6OJDdUBDHSvXYCPlCah8E3acbnkkBoF7slYhdPRBbB1RMf3BMwRA152IGwMD9ItAWbkHEsyFUJ4GEqE8CObpsIcRCyoEMYM1W0JFWBNRf0fWmFSBBrFpiqkRqxdbLBhxtf5vLeLUehBdXwFHNsrZERztG2RPRKpMElwHwSXgXwC+j5FQ/SqOEs4De5+GL6Wtq75mrsko94FWIbDDQAUJqZ8JmA8S4s26/WAb0AOIxyln4ZRLMaQDSpn4+ZNCuZ4gq+nMMgx0iXE7nUnlVjwciMKkmG8IsoN0jsFFO1y0p7u6B7skUsgiSlhJN2bRm/NJZwSVFDGHfzDTEofKY3MNuqVCtcKket/VEmgLiYa1aZ1dunRn6tQDWbDgOwoLC/nggw/44IMPEBF69+7LoYcezrHHzmixMWTFCi0o16dPvxqfOxwOevXqxZ9/Nl5ddtUqrUETAQ0VFRXNyoNozP5fg4aactBeTNO0hI72vO3Oc6GBj07c3NU6GHve01D9QhAR7Ngx0a7ab3ibKcxisDoWBLaymAzVm64yEwMna3geQfBThJMs+qjn2SaPsY0nMCnHy2ri2Q9TvMQzk1g1jVJ5khL+i4ku5xw53RyZQTJX42IYbuMuXOpmguo1AuoxTBYhVuKaSQ6gqsIXADYOxikXY5cxEFtdq0FlfIn4F+gBMbCgfhAREZYyo9QdQ39A+R81NtPsiTTwnADJ/4HQRghvByMFMZLAnopytAPqZ08IQL/FTf8gyqRK6MhSw9wpSzlBewtUANQOCBboHIvQBi2eFVwCwUVIwk0QfwkUHAuh35s8LGa+BjG4AD8Y7XQ9CNdklHsKYu8SdQ76vg+ZC6lUk2iwlDagVB5i2Ig31iKSiFIhKplHoVxHyEqABEGpEDZJJomrSVIXIuLCzzbWyN+oZBnZXAZABy4gRR0KKNbwPGt4ju7oPJZ0RuBXFbwvVxCHVvVUKL7nI6ZxfhVrIpIU3JK2L3sa2mJoJS4unhtvvBkR2LBhLfPmfcP8+fNZvXoVK1YsY8WKZRx44KEkJDRT8KwJKyjQImHp6el1vsvIyGD58kZUatGeBofDwaOPPsqHH35IWVkZGRkZnHPOOZx66k4+45b9vwQNIuDxxOB02mvQECM36d7wNESrUe6MuVyOqpjbrtTBqE+borUt0qTT6aj5ufXC7MZA5vAU06wKlz5KeFcuYxqz6cwxuNHx6Vy+JU8WMpR/0oELSVCjWSfXYrNUJJdwBKlMo72cRxIXE69OplhmU8rzGMRjKh8+WcB2FoDEkcI/iGM6TuN0nJxOSP2MQQeU8gPFdc4jzGd41WegwGA/Yo1vAQHHUHDuD/F6QFGhDYj/u2oQEVyqZ8hQszBWQ2YWaJc9gPctKL6qxtdVv5zRHhx9NCCxd4W4K1CABL4FLNZEZC0O9ONvMSew2BO2ZJ2nYOaA8urFrARVrhezDMwSrWdhFkP85WDrAFvSEAuQNX4ulg6GrX0zQYN1zNTnUY7BiCPK66D8hNUyQubnBHkaiCHO9hOKCuoDDEImDpmOXWZgF81AUbgp5w12yI2Y1A73CCYl2Egjmb9hio/N3EUuL1dtEbLOOZXDCYufX7mOHSwCBA/Z1jZ+PpCrcBHPVHUtShReyhnLkVYrrffs7cuqhW3B09CQuVxORo4cyZAhwzjzzAsoLCzg559/xOOJbTHAAFBZqeXN3e7aIUBwuVz4/X7C4TA2W/3l7FevXk0wGCQnJ4c77rgDr9fLm2++yR133EFxcTGXXnrpTvfp/x1osNkMYmMbkoPeO/H9aNuZh9zjceNyOQiHzSpPya63u8u77oLp6xwb667xQrChb/xeDGUDS1kli+jNfiTRkSA+3uESjuFBMtESzGG8FLCQuRzHSGaTKEMZoN5Bib4OIUrJ4SlyeI7OXE8aR5PKLSSoszEkkTDRSpDl7OAf7JB/EMs0krgCB/vp8IgKEyMvEFTvEeIzoC4TweRXtP7fH1SYo7ExFYdMxyZjMWydIfZkvYAOZ4Sttm3ttfs9tBZohOFis2YajeUxmNvAvw38X+n/x12sWR/5Bza8T7S5JkPGXJ3ouePE5u3jOQ5ly24eYIBq8Sxbu5qfiwccA8ExqGpRzsFVTAc8M0EFCas1hNVXBNRz1jWPOgTt9VrSo9z8iThkGg6ZiY2JiNhQyiRMGTbiKZBrqeD1WseJIY4ZJKrzsEmqrn0gX7GOazGrKmcKaRxNljoTBAKUMp9TCVKCnTgGcT0ZjEKhWMocFCYHqutxSyKC4MaDh3gqqcBDtbt4d8SGGrO2OPA2ZW3ZS1Ib0KSmpnHIIYc3e/9x4/Zv9PuJEydz++13R73T639Bi0ijY8aMGTMIBAKcdtppVZ8dddRRnHDCCTzxxBOccMIJ9XoxGrN9BjS0xH3TlBz0nqr/0JA1X1hE6y/Y7TaCQa2AtqvXZ08/kCI6nCIiBIMhDEPqoGSFYpKawQfyBL3ZjzS6M1Vdx1y5i7e5lOP4D24SSGYILtLwU8APnEc3TqIHZ2DDhiKMg2Sr4FWIjdzCZplNd/5FImMBwSCOeE6hnLdRUQWLKniPCt7DLh3JVt8DgsOYiYOZKOUnxJeE1PuE1BwU0Z4CW9X/w3xJWH1ZNXgZ9MTBSdiMKdikD8reTb8G4i+C+ItQKgShtUhoBQRXQGgFBJfrwkmqWIcoAFQTyY81zKBRIFLHdoH3q3zsXOKkBS7cU8CercGBYzDYu9UIrygVBsox1XYMaYc//B/8XN1E7zUQM0jBLsfhkJnYORQRpwYKkk8FH1AsD+DhENK5DzvV4MUghQROJ0GdiU1SUIQJU4mBizVcXrWdh3505nriGISyPBpb+IggJcTRlWHcjof2BKnEgQfB4EB1PfGSyQp+oQ/7Y2AjrEL8KAuZxBSr/6rFSz63RRd/c60texp297qecUbjlOYuXTQTy+PRgNLvr5uj5vf7iYmJwTAaZt+ccMIJdT4zDIOZM2dy3XXX8csvv3DooYfuTNf3HdCwu9ZcOej6kvT2pDUFWGw2G3Fxu5e/sCvttoRpsSlP1U1eXu7F43FVgYZIbHcta+hODyarGSA6STJL+nGgup4v5V/8xPNM4BKS6MM49QxL5N/ksYB1vEyufMc4nkGwMVB9RK68xHaeIkw5JqWs5iKc0pFBzEEkjjT+TYq6gTJ5gzKeI8jaqv7qoliCV76liH+TyAXEyATs6jAcxuEoFSbMfELqA0LqG+2VMOsvJmWyGj83g3kzAG55AafMJGh+jkgCBp0Re2eUvRcSU5MapcK5iLLqR7gO0CGDcB6Ec8G01rXlrwHEALUzwmSNz2rqtRqgwaVDFfZszSSpWjqCPRtl64jYrEqdsdqToZ83P4qthMyVmOpHgnyKyU8AOOQEYuQ5oPHEXqE7dpmIUkEMycYjr6CUwpRiKnmXIrmPMFuizlQnu9rJwk5nEjmPODULQ9yYBNnBZ2yUO+jCLSRZ7AYbCWRzKenqeEAokVVslg8ZwJXY8ZDFJAaqazBwsV6+ZyuLGMdF9FEH4xQP61nGZ7xIH/Qsc4EsYCSja+Q0RBQMW8qqH+u2N/A2ZW0Z8OwuoDnrrPOatV1WlpaCLyys+17Jy8sjMzNzl9pPTdVaNpHwx87Y/zxoiJaD1rPyxuWg92RhrLptN34DOp0OPJ5I/oK3RUrA7qkHMpqlEgqFsNv1rRcMhnHpU6qK7W5mEw5x0tmixC1jIelk0056c5C6gbWiFQ4LWEcKnRnG7WzifVbwKBVsxCRgZenbaMdZpKvj2CaPkcfrKEIE2ApKKJEfCLGDFKaSyFkkchZevqWU56jkC8CNiIFJMQF+J9/KsbBLFxK5EI8ciE1NwG5MrDpPka7Y1WGE+IFoFkZtE3Tc069uwVS/RH0Tg40J2BmLIYMxpAeGkYkiTbMnYo7SSy1TKgDhfMTM0YDCzEVhR4xkiL9asySIZkvUWqsgOKwMbaMduI+02BFRS9X/46r/7xyhwVL7fMRWv1CRvq9DgA9TFWBIGmFzNX51JyE+pr58kep9S6zrml5j3BPaY5eJ2JiIXaZgSHZVW0opKuVjiuQ+gqyo97hhNOUzlsOJVychYiNMJTm8yGZ5gIgyZJhSRIRMTqO9Ohu7JBGk3AKq35GKFqDKYAydOBqTMD/IU6zmS7oyBgCneMhhI+/yMGM5yjpumFhi8VBTHbPli+G13YG3Kds3PA2t27devXQOz8qVKxg37oCqz4PBIKtWrWLq1KkN7pubm8uZZ57JlClTuOKKmqXu163TUuodO3asb9dG7X8aNETPypsvB632Ynii4Rm/x+PC5XISDptUVLSk8FTr53FEkjUjLBWn047drtuMnEdktqVQjGMCT/E4Z6pzcIkLQXiVe5jB5WRLT+JVexBYx7f8ICs4iBvoxNGkqMEslttAGXhlOws4l/5cTgcOphPXksnJbOEByliswyPksoGbWC/Xkc4JtOMM3Go8MTKBkNpKhXwGgFlrUAuxgUKuoRAwJIVELiSO47GpVOwyCrvtXQDCahlh9QNhFhBSP6BYV3UMEStWXycXwEuYzwijEywjA6VLHsRlnI/fvA9T5WNIJww6IJKBkIqQiNgSUbYMcGgmhSilZa2T7t65H8w9QS9NmLJqPYgywXBiqo2Y5KHUFky1jjDLMfkDk6VENDNsjCfW9iVh/iDEK023YQEvg47YOQa7TMImk7BJr6ptTOUnwHIq+RqPTMWhupJH/e5fO92IYxqx6hgQsJFKUHawnSfJlZca7EcnrsIkxEbeY7lUC0KJlYfjJp2AquRTuZkiNuImkT7qYBBNIX6FexjGJEZyMApFgAD7UTOurVBkZKRUSRn7/btXUAnadl5AU9aW+76nvCCZmVn07z+Qjz76gBNOOBnQFWXfeustKisrOeKIIxrZN5OysjLefvttzjjjjCodiZKSEp577jk6dOjAsGHDdrpP/7OgoSaroPmz8r17f6o6g3dL5i/U22Ir6zREg53y8kpMU+FwRG47qUr0iXgZBE2/nMZxfCDvMZ3j6auGs0J+5Q0e4DguobNo9K0w2cF63uAcJnENHRjCGPUYgo0wPiDEUu5lpTzGYG4gTQ2nu9yLV20EgXCUHHA+r5LPq8RIHzpxDfEMJZEzAXAxnDiOp5Iv6gAIkx0UcTshtpAmd1LGOwh2XAzFTk9sRj/gLL2tyiXMAsLqB8SKpSvqCSvUY2IxQkLqK8JU50o07HXOIt5Yi6k24jfvRHAD7pprcSG4wFqEdjiMiZjmZkJ8ilKlKEpQFKPYgaIIRSEmBUA+4MMtj+E0zqAsPAjY3uR5KOuaR86n/nNNx2AgNhmITXTSq92Yih09q1IqSJB1VDKfcl4hIEuq9nUxEAc1hWxsZBHLUcSqabhliNUPPRh72cyfHFarBzaSmUo7dQax0h+FooIt/CR/I2DlrBg46MoJdENTbYN4eVPOI0SANHoySV2JR/RLejk/05fhTGQ6IRXCLnZi0BUXV8gm+loeNUHw+f04nbqoUnz8rhdUir6a+6q15Qqde9ILcuGFl3Hppedx4YXncPLJJ7Jlyxaef/55DjjgACZMqAb3K1asYOXKlQwbNqzKg3DzzTdzwQUXMGvWLGbNmkUwGOT111+nsLCQJ598ssrjuzO2T4GG5oYOdodVENEN2BtW29NgsxnExcXskcJZLX3KdcNCdcGOSP0gLUSYdrSjG90RDGzi4Bh1AR/IE7zNQ5zCP0inA0PUDCqkkM38wlzuortMYLQ6FxFwk0YCPSllNSHK+ZVr8Ug2Q7iJeLRGQqIaTbkcTDFzUdZM2MsKVnImhrjpzoMkMQYn/UjnQZQK45PvqeATKvmUMNUVLG2WnoOPbynnDesEwckw4jiWGEZjpwt2jsFhHFu1n8f4HJPlmGoFJisJq5WYrCK6voE+VGSQbW4MUvdNsZ0QDcyga117G2NwMJEwv+JTzVBgBCKJlgZxjagiRJtmnojEgXJg0BubDKoCCQaDMSSjZjeViZIQFbxPGW/glwUNHt2kBDAwSCWWg4llGm41xhIJM/GxiXzeIV/eYRjfIlG9NnCTxjQy1Wm4JRuFSYBSnCSwluerAEM6o+irLsUj7TCt+6aQdYQI0JMpjFJnIhhsYy3t6U4G2QxREwgT5lV5hVPQ/Pi1spVUEmpUtywu1omuuqCSLqpUX0Gl5noh2vJsvWlru6EVw9hzfRs8eAj33fcQjz/+MHfeeScpKSmcfPLJXHrppTXGiy+++IL//ve//Otf/6oCDZMnT+bxxx/nscceY/bs2djtdoYOHcr999/P4MGDd6k/+xRoaMpqqiKGqKzclVn53gMNUP2QO512PB7N9GjNwlmtodNgGIZVXbN+sFPfCyz6xbmQpQynT5X7toB8UiWNozmPD3mS5fxMOh1wiofJXM0KPuMXXmQt37JV/mCGegyXpDGGJ9jGF6ziaXzkUskWvudceshZ9OBk3NKdHtxLgHzyeYN83iKITjgy8VHGjyQxhu08joMMEmUCbjWWGBkP3ImP36jkYyr4BINka7+a4YYAv7GD36ousUEm8RxPMlchODHohkFvxKh5/U21FZMVmGolYVYidLKu084kygm7xJ7YiXuhuj/1Va4UhEyEDlYoJRsb2ktkYzjxRhEi1VodGhx4CbCGICvwsRAfP9JBviDIZgosIaWGzE4nDBIRETqxCMGOUiZByaeQj9kmT0X9PvocDdzYSSKDWWRyEnaSUITZwWL+lPtJZwR9uRgbHmLIog8Xk8lYFCab+ZVFvMFR/BsbTkZzLr2YQpgQH8kzgKI93cmmB6aYvMyLBK3fw8RkPds5kOHWdaxZFru6oFJlrYJKO+eF+EunoXVsT/dt//1HsP/+I0hPj29wm0suuYRLLrmka13RJgAAxcpJREFUzucTJ05sVGp6Z+1/BjREJ9rtDqugsbyC1jZ9Axq1mB57pnBWS52yw6F/B4CKCh+BQGODllCVUxGZVaAYqLrzrHzMeRyNgUEOOcxlLjPUTI6Sc1mHlhz+jXn0V6PoIweTpfrxjTxIsVWAqoStuEmgPQeSpSayUd5mLS8TopygFWLYwBvE0ZVUNYwOchHt1XnskM/J4zXKWYQdnXfgZR1beRgAu6SRxemkcCAuNQS3DCOFGzCVFwTsdETw1KBwRptJLiX8l0QuQJSfjdIbg3hcjMHNCFz0x04XbKRhYxJ2Y0qN/eNsC1CqBJNcFLko8lEqT+cSkIdSefoz8qw9diYmHnkB1kfhEsCDEAvEItbfhqVw6JBTgQAG2Yh0wKAjQrsaoKCm2QlLISHW4WcxXr7BK98RXS9Em81qva64jY0M3IwlhnG41Tgc0tE6C5MwFezgC7bJYwSpr5KoIqwqsUsKg9UXmjWhgmyXr1kqD1SJNpkMAaA9U+mrLsYmTsopYJ7cRyHriLOExtJUd9KlJ17KeUXupoRCBjJOH0OZvCvvUMQOzuY8FIpSKpjEMJQlaWY0AtRqF1RqqKxzIBCsqspY7YVomdLSe8PaspekLTM7Wtv+J0BDbTno3Uke2ps3aCT84nY7m8X0aLl2W6aN6uqaiooKX5O/Q/RLIRqoJUkcI+nPApYwjkGkk8Fq3uFVeZkTOJEeVqXAHWznMfk7R3MBXejLEepf/CIvgkAp23ifK+nPUQxhOl2ZRbY6nDWii10BlLOJlTyGIXa6cwad5AhSOYxUDqNSrcQU7SEJRwGAEAVs4V62cC+GeMjiVFI4DLcVl07lFlK4iYBaik9+wsdP+PmZcK2BS3BgWsc1KcPLZ3j5LHoDwMDJYNyMIYmLsZFIiBxE3IjqhEE3wFbHSxExpUzsMpV4owI9GAesMIxmTSj8aE+ExaKwBmabjCNWfrNCIhZAkPo8CdXmMqrDGUqFUBIkTBEmhYTIIcRmgqwlyFqyeImQbGYLoxs9prYwpvJhiAuDBNyM0UBBjccZnQxJgErWoPATS3/W8Q9K+LbO0eykksLBpKrDsVnnFCLEJt5ilTxeFW4AEOxVqo4pDCJEgJ95gWV8VLVNB7SLV8RgG+t4g9mYmAxmPJPU8ShRbJD1rGMN56jz8YgHQUiyEtr8hHBawKjp4nLa6i/r7KwKZ0DECxHAZtuXQcNfnoa2aPs0aBCB2NgYHI6actC7Y3vL02CzGTgcWvSotfMX6rPdPefqPJKmq2vWftDCYRO73VY16xJgGL14ic8YxyCyyOIUdRovyQu8yIucrE7BJjbSycZE8S4P019GM5VZjLSSF01rhr2UD1gqcxjFmfRkEn25iLAKgICJ39o2xGqeZDVPks5oenIW8fQkUkwog+kIBiV8bw20WPtVso3H2MZj9JZnSWB/SvkZN51x0h8Xg0jkbACCbMLHj/j5GR8/AXaU1FWWrGkmARYRYBFxTMNGIts4hDB5UREEJw664qAHdjpjJxs7WdhIx8UwTPyYUmRl+etFewsMxFqUilQYFYuqmgB4QMJACJNKKxnSj8KHiQ9FJSYVOOiMk96U8hLlvEuQPzGlaQEqoSEPRPV5OemFk74gCoMUOqmliEQ0PUL42EwpP1LA21SILtyTxZnE0h8biVVHshFHMlNJ4TAS1Eid3yAmpgqDmHwpNRMhbXjoyOF0UTNwSxoKkzLy+VCuImSFY5LpzEh1JpnSB4VJJeW8xn3YsHMQJzKA0ZhiIgh55HGqOoMkSWI1m+mJ9ojkUIobBy7sKBTB4M7TLRv2QjjxeLTHTylFcnJCVSijIY2atmZteTbflvvW2rZPgYboRMjG5aB3qxWg4SS91rBopUpgjwOG3TnPaHbHzlTXtPYGwO8PYNjdlotWUUgFiSqG45msYYRAF+nKqep0XpTn+Ul+YhSjGMIBJJHOp7zIUn5gA8uYxRUkkEoHNYQBcjTL+ZgwQRbyFL/JK4zn0qrZYS91Ni5JZSufELTqDuTzA/n8gFNSGcPjuEghiYkkMZGw8lEi31LEXEr4tgb7wkAzddZzAwG2gUA8o0jlUOIYikt1IF6OJ57j9TVHYSONFG4nyBprWV3HI1F9pRzWfrXDbgGCrCTIyjr7dGErXuaSZwGXJn4GXAyjPXOo4HPyOL3xfSxL5FJSuBYf3+Hnh2btYypfjbCFjQyc9MNJf5z0xan646A7ItWvJ6UUQcmnjF8p4ANKG0iGNNEiWA5Sq4BCkjoAQ7QHzC87yOEr1vASI+UBPKpD1Pmn0Jlj6aim4ZBYTMIUsYlkOrGVRYQI4CCGIcygL4cAQhG5JJNJBSXEkcRR6lyypDMVlPM9CziQgxmqhuESF3+yjq9ZRE86YiqTJbKdA+lt/QQtI+xU7YWowGYzSE5OtLwRdb0QkVBGWx349oXwxP9H26dAQ8RqJgk2FTffOatJQWz9mzUmxonb7cI0TUKhME6nY48CFm271lg0u2NX8kgiz10gECI2tppy6cLOm7KYWQwFYBO5KKCLdOY0dQbLZbmmp+GjC/04Vf2DT+UFNrCM57mdS3kAu7jZjxPpow7mN3mVdXxHgErmchfj5RK6MQ43GfThAnqqs9gmX7CJdymzFCEDFFLOBtyksoR7SGcUqTKUZHUgKXIQpgpSKj9SxJcU8zWG5do3o5QLy1hIGQutkwU3XUnlSBIYRawagEhsFa0zYqYqJyirCbA6CkyssaiR1PB0NH19hZ3Laajacye2jbjzXY1uZZCIjXaWbLNCSCSL13Gq/tgkpca2JkGCUoSPjVTwBynqMBySwu80LGQDYCcZlzWL76gut+pMKEJSzna+YrU8hy8KlJn4EQxi6UgXZtBBHYwhDsIEWc3X/CTPkUU/pvB3bNjpxjj2V6cSI4kE8PGFvMoWVnMed+IhnpPVdXgkjo1s4FmeZqgl/OQSFxvYzlPM4SKrcmuelDNR9UBJdQJkS6m7RiwcNlFKEQ6bFBQU1fFCeDwxUbkQGkS0JS9EWw4BtOW+tbbtc6ChtZMEq6tNtm4ssHZopbzcG1WWe88AlojtSkgm2juys+yOhi5rJIM8DhfpxLGaAnqShks5uU2e4wpm0l06kqrSQGAeX5FAAqNkDMdyEb8yl4V8CsAafkcQujGQ8VxMP3U4v8hL5PBnVehinsymHQPoxgQ6cjgdOZwitYSN8i65zMeG/j2KWcJWPgYgVrrQjRNI/z/2zjvOrrJa/9+1T69TM5mZZNI7qaRCCC0JHeQnCEgT5dpQVLwXFey9i3Dx6vWqKIgKKL13ElqA9N57Mr2eXvb7++Pdp0zLTJKZZII8+eycMufsdnZ53rWe9SyZQ4GaT6GchlLfQomep4dRhGjNlnDmI8ZO9nMX+7mLWayijeXs4w4CzMXHSbgZgVPKcKopuGRGl/uonAdIU0ea+rypDjPvtfaScFr79EiEkIfzDT1/ByPwcDZ2KrBRiZ3Kds+N/OoK61Bzq/mYEiXKdiJsoY13aeJVUlLXbhlBmYdDlXTiMgZeAswkyDyCzMVrjdoVChOTet5im9xLG1u7WHPDWhWD0/gzgkGCCJt4gpXyEBlL7cyxMlLNZ5wswiTNOt7ief4GmPitNIifQkwxWcprvMDzePEyTU0HgRbC/JIH+A8uYqzlXFmAB4fkeq4o1FE1nOsO+rTWv2vHKESGQOSiELphlq7GyFRk9PkqHca6D9zR/LEsuRxoOKFIQzDo6bUd9JEi17Sqz2edRX5JYjyeIBKJW8s+9qmRI4Hb7cTjcR0FcevahTK/5GwR47iT1xirTqdcijmH2fyKB/gilzNOdPmhgcGzPMMG1nOt+hgzZSHD1AQQSJHkGf5MUIq5iBsZzAjO5ZvsYyU2K9SfIMIy/sQy+ROjWMA0LqeQyRQxhbhqzDZQSuelBMLsYi0/1vtByhjJRxks83FZRGYC92CqGCFZTRsrCbGCEGswO3XGFEwShFlHmHUd/4STCoLMxcc0vIzFx2QEGy41HbAd8oKqVFLbJAt4OI1yHkCRzIogFSkrzaEfM3+zoUf8TsZSwg+tCgkPRrZSwosoLwY+67UHEX2zKeKWLtbDRJEkLRHi1JKkngQHKOQsBAcrZC5dtbDuCJO47uaHAz/TsiTBp6ZkNQ6mShORamLUUMw09slTbOTOTvMKMo4KFlKhztZ6BTGJ0sJq/sUWeaHdZ4sZwQTOBcCOm3oO8Jj8jpasX8NQFqqrtD5GmfxN/soWNlNBJR9V11AohQA8xZt8lEVMYwwp0tix4cFBiCR+61jsv/bYXQ9+0mmTSCSWTetmyjldLic+nwefr2MUInFMqrh6s+7HG/mn3kBcv/7GCUUa4vGUJfzpz5x/LtLQH+ip02Zu2ccy0tB7bwqfz43T6chGR47kpOnKhbLjOpgoblTziEkKN3Y+xAJs2LiTf/IVrmYYgzmV+RxgPzvYwc/kx1zHDYxgBABeAhgYtNLI3/g5lTKK87mBoeRG8K68lsQ7WMoOlhKUCmbzMSqZgmGdHtP4OtW8Rg1LiWVLGSFGLRu5k43cyZnyT1yqiCZZg19GEVCzCcpca9vSRNhKSFYQYgVtrALkkKmGBAep51HqeRSA6byCTRWwXE5GKyiqcDMSN1W4qMTBYByUYqcAmwSxEUBhYqhi3Jxq7etDt9HNwMEIHHw877cxyYzfERNFGkWKFG0ITuwEiLGXNpYTYzdRthFmfaeIQQZT1FM4pYxDEwbBxRC8jMdBMWBwsnoTQ9zZdYpLE82s4wDPUytvAlDKHIqZhi0vXeJlCBUspFItwmeVZaZJkSSKXbl4SD7TbsnlTGYyl2S1LwAHZAcP8CsAXHg4lYuYpk7P7s8aqWYLm5nKNC7lw9iwUU8LpRQwiwmMo4pWYrzKVi5hCiaKNTRxqlWy2V83H5HeVWVokWQmCmHLVmJ0FYXI+EL0N/TgaeDdlP+dUxMAog5zy+vqDqc1b99CBDp0Ue5zOJ12fD4PbW2RPu9tnz9C76okMVN33doaPqasPhDwIiK0tnav5j86wWN7OBx2/H5PO3vvYNDbrkX2W9RyCjlnwLhK4RI7T/M229nPzVymRZIKXpclvMSLmJjM41TO5wIEoUnVslQeZRurs/OZyBwWczV2a4R3gNVs4jn2scKq3dAwsPERfoeboK4osKIOLWoTNbKUGpYStjwhAM7iYezKywtynvV9B4M5g8EsoJAJOFUJhrQ/eOMcoJGnibKDGDuJsrOLiITGdJZgKDcrZE6v9rGdYmbwGnU8yi6+2e5vBm4EFza8GLgx8GDgxss4hvN12ljNLr5LiiZSNNPZOyGHQVzOCL7NXu6gmj/1at0m8wguNYzlMtNaHy9exuJhPF7G4WU8HsZhy0tpKEyShGhhE9W8zEFealcemUExM5jDr6jlbRp4jwq1iELLdtxUaZplLxt5lm28wtl8haHqZO6VqxAMhjGHyXyIUkahlKJVGtnKSmaxiI28xzPcw0TmcIb6MF4JECPGq7zMeVzAPvayhz2cynzSKs398iKDKeJc9O8VVUluln/xWeYzkyo20MQEVYiIjjKkUmnq67tvcHakGDSomHQ6TWNj7+zKO0KErLGUy+XMdaQ9BlGI4mIt4qyr6/v9cjSw2QwGDSrGNBUNDaGev9CHOJS507HCCRVpOBbIpSf6NtLg83lwOu29GqEf61yeUiqbo+sKRyt47GKJQPswXzSawO/35F6TZjchhlueCt+SZ/iuOo8LZB4rrEqBTexmJJUs4AxGqlE8JA/yNm9yARcSI0YBpVzCp9intrFEHqGaXWzkHcYwlbHMIEqICjWVSplGSNWxSZ5jKy+TIIxJmjgh3AR5WL7EOBYyglMIMo4CJjCOTxJiF9UsoYYlCDbMPPdFkyQHeZGDvKjfEChiOhUspJhp+BiKkwoqOlQ2JFQtUdEkIsYOotajYHSpk+gOkj21O1/MtVgzRrpD34uMiDNNK7EudQCdkdE0SA+XEsGOg0E4KUdwI9gYwx14mIDb8kLIzlOlSUmYEFtoZStBxhJkLC/zoUMswSDIGMrQvSrKmEcZ81CYtFLNNl5hvTzZjmgoa9+MZzEnqYsJyGCUMqmTfbwkD3KA7VQxjlkswk+QK9QtDJUxmJi8x7s8yeMUU8x5XECFqmSoVBFRMX4lD3CQBq5HE8gEKb4qT3ARJzHTEmp6sGcJA9BvI/ejHa0rRZYYwLGNQmhdWZ/Mqk/x7x5p+IA0dELfdn00DLH0C7YeS0OP70HY9QbnV6r0fTvu3DJ1jXqONJxNBXexgc+riRgiDMLPLfIov1KXcrJowVsDrfxeHucLXM5IqeIm9Xkel0dRSrFDdvCSvMAVXMUQRnM1t7KZ5bzOY9llPMb/kpIkZ3IZlYxiFtcyQ13BdnmdTTyb9WmI0cwK/sYK/oZdnEzkQkZxGkGqGMP1jLF6CaSJMZgzaGYdcSvvnY8mVtHEKtyUcSYPsJ8XqOYViphKkDF4qcQpRQTVHApkXuf9Ropx/I4kDSRpIEWj9byRVPa9JhSpPB+E/o1YZW68dkrwMwMng3FSnn10MBinKsdBSTZaA6DEpFAtxJQkUaoJsZsm1lPH27RJe8IyjW9TwDi0eDG3PT6qKOZkSjiZEmbgsAyTlBWX2MTzrJF/kejCnbOQofgoRUSYx39gYrKXLbwo/6Apr8LCZl0iqxiHEkUN1dwv99FsuYoOtUiATWzso45fyt9JY3IVC5nLJEwUv+BVZlLFpUzJepGMzFtXQYhEokf1O3SHvr7xptNpIpE0kUisUxQiXwuRKec8mihEf4vRjxYDed36Ex+Qhg7oy0iD3W7Ljp670y/017IPF10tMlOp0vftuNsvV6mccjxzETVR/Icaxx4JMQw/X1Kn83N5hVvkEX6lLsUrTiooAeAX/IPFzOJiTuMjXIkShQ2DOmr5DXcxVsZxKR9mPDMZo6YTzTMfqmUvD/JrnOLiNC5lEnMYx9mM4+ysct6Gk5SlP0iRYC2PsJZHMDAYxzmM4UyK1Qhs4mYG3wEgog7QJGtpQk9h9mSXaViVDWkiWV+IjjulgHEUczIFjMfHMPyMAAyC6pR2N9+ukFIt2gZZIMh8xnCnJXZMYpLKPlfZ5ylMkpZ2AFwMYwhfsNIXHgw82KxHA6/13IuhvFlXxXKuppyr262HQqFUGlMSxKgnQTMxailgIk5VyMtyCalu0jHt56OJqpchFDJRkwQ1E7foJmFKKVLEqZUtNLCDiZzHQTbwHve1m4+PEkYyn5HqNIpleHYdt7KKF+UfxPJ8NwooYSYLmaxOBYG0SvOw/Iu1VqqrkELO50ImMgmFook2fsx9BPHxH+piRkul/imBIC4+xmwSKk2IFEXiJKVMQmJSYLlB9nUqtOMe7Je5dohC2O22PBLhyFaDpVKpdj0yeove6jGONf7dIw0faBo6wGYzCAZ9vbrJHwr51tbhcO+srTO5/v5sUNUVMt0om5tzF02/P1MOmiIU6ttKFZvNRjDotfZxHNNUKKUoKSlERBOGKCY+bKQxsWFgojCV4lfyKlup4/fqCkSEatXIH+VJDlDPYIq5hSvw4yGqojwrT7OaVVmtwjxOYZE6B6el+F/LGyzjOVo7RAUmMod5XECh0iPRtEpyQFazm3fYx3LidM5jXs1fSJNgL8spYzx+NQhbnoFRQrVmSUSCZqbyNXbzMBv5717ts0U8TVK18ZpciYMC/AzDy1A8VOChDBelOCnAQQA7Xgzl1hoKBb0VQB4K+vc3rZGyiZI0ijSCgR0vMRppYQMRDhBiN21sI8SOLnUHc/g1hWoyz0v3vgsOggQYTYDRVHERfsumO4OUStAqB9nHCjbzAhHrNyxiOJfwMw6wlhf4AS78DGceoziNwUwEdKVDk+hoQgkV/IqbyUQwBjGU2SxmnDoZQ4xsK+uVrOAR/oUNG/NZwBnqTBziIEwMH25WsoUXWc6n1MUUiJ/t1BMjxUQGo5Q+Am+WZfxCzcInDjYTYXyeZqO6uv4ofp3uUV5eSjQap6Xl2F63RaRdj4yMFsI0c1qIROLQUYiysmKSyRRNTa3dfuZ4wOVyUFRUQCKRpKWlr0wFe4cPNA2HiWNB7PpitJ+pMOiNpXL7Zfd9x8neIrO9h5NOOXLo7bTbbSSTkr1wpNNp7HY7AkQx2UuMCVaFw8sc5Cwp5z/Vmdwhr6E1/GkGU8RXuYZ/8SpLWM3t/I471ZfwiIcPczmnMp9neYYdbOdt3uIdWcbNfJFiSpjCfCarU9kua1nFa+xhEwAbeYeNvMMn5fsEKCYhCYaqmVTJLEyVplo2sIdl7OFdolaYWhCSKsqb8jtrh0IBQxjN6VQwhQKGUKZOZbDMz+6Fwep0HBIkxG7C7LGmfV1qFwQB0fspSUs2gtEdfDKCBdzDbnnUKj00rI6OTmx4sOHGhgsDl/Xoxs8wxnEjrWxjE78lSSsJWkjShCldk9hyzmI63+IAz7OF/+3lr5/Oi2wZ+BhKgNEEGY2f0QTVmGwUIfcdbeV8gNVs4SWaZFc389b7yEcpZ3MrQ9R0DLFnhY0bWMa78gJJ4lzIJyihAgGGMp7ZLGaERSzCEmYpr1Ev9VzL9aRJM4rRXKQuoVRKSZLiEZawjzpu5jLKKeEWrrDKgDdyD+/wIy7MOq58Q1Ywg2J84iCNokq5MEVhIH2S8usKuX187EfEOkWRiULocz3jC9HbKMTA1zQc5xU5TjihSMOxwZGXXLZvzX3kFQbHOjuROfjzO4UebaTlUDBNk3TaxOl04HQ6ME0z26HPZrchCKU4eIFGRio3LrGxlzDfZCXfZwa3qDMQhP208Ixs5FOcwpUsZALDuZ/nUShqaSJKghGqnBvkE2xhM8/xLHXUsp/9lFDKKlYyWsYwmimMYSqNqpqV8hobWEaSOKZ1LPyOrxGUEuawmFEyhQo1mUqZwlz1CerYym55xxIqth81tbCfFfwd+DsIuAgwmtMZwXwGMRoXxVR2cDnU5ZkHCUmGSOwmxB7AOCyjplzdv5l9NIlY+f3mLr8TYyzjuJE4jbl23j0i06W0+5SJ4MBNKW4G4baiIijhFPktfjUKmzizn1VKkSZBKwdpYi+1bGIQ4xjBPF7kh7R1YbMtCEWMoIIpDLW6UhZQQVCVE5MwW1jJW/I0EboesV7NrQxmGApFM008z3OsswjZBItEjGcCs5iNQrGBXfxBniROgqmMBqCCElIqzV3yGm+xm9kMo0oVAfBLWU8RLj7FeMs+XPDmVdLEYv1VQj5wbm6pVJpUKko4HO0UhchoIXQUIpElEQNV0/Dvnp74gDR0wJEeB33Rmvv4RRr0cjP6i6PtFNrTstJpk6amFisHqk1l3G5Xh08prqSMh6SWj1DGR9QI/kve5XZZwY/UyRgi+JST12Q7azjA97iAaYxhuCpHENKY/IK/M0oquYHzGcd4xqixLJf3cFqagtWs5GH+yQhGcC7nU0ElC7mSBepDrJe3s2WZAC3U8QJ/A8ArQWazmLEynUFqLGWWE6GXYubxH9SyiRo2E6a9T0GcNjbwFI3s4ly+xTp5nA08QyVTKGM8hVQRkDLcajBeNQTJi0oAuCnnNPVnEtJEnGYSNBKniQTNJGgiTiMJ67XQz3k8sKIUWiTroZwKFlrEYFCWILhVGS4p6vRdJSYBNZaEhGlkNw3s4ABr2C9rMDv015hLubW83DYFqaCCyZQzmQo1BZfoiJRSuldJhDYekjtp4GCnZQ9mGBOYzXA1ESWKMlVFtVTzFE+wm13Zz/kJMImTAAgQoJkQf5Qn2cEBACYynA9zBgBxleSr8gTVtPERpnM50zBFESVNMwm+r07ORhY6IhwOo5Rlo96HI4aBenM7dBSi/bUgc404Fr4QvcW/e6ThhNI0ANiPAc0pKgocVmje5XLg8egD/WhuuIZhUFDg66Oyxt4jEPBit9tIp00rndK/gseuDjnD0E11/P5cntdE0UCSEuUAgahKc6u8iwcbv1CzERGeYSP38x5JTD7FKZylxmKI0Kza+J78mbhVBjmHiXxEnYVXco3B7uc+NlspCQAPXs7nAk5Sk3Hk6RFe5O9sYzUROh/7LrzM5Gzmci56zJu76IdVA7WyiRo2UctmmtmDQlHBFM7hG6zhEVbyjy73l4GTciYymImUMIpKpgIKU2kdQUfPh45Iqzg2cZGghSg1WbGjIo2ZFUSm8h6TOPBTzpnEqKWR1XlpDDc2PNiVFkTaxI1NuQ4pyNR5/DQpSZIgTIwWwjTQRjVDmE4hQ7mXjx5yGzKYw8eZyHks5+8UUEGFmoJPSrLLSZKgXvazlVXsZztXcyv72MaD3JGdRyGDmMBsJqhZFMtg/V1LdHsnd9BATlNQQgnzWcB0NQO76A6U29nPHTxozcvPZZzJyYzLzuN+lvMCm7mZBcykihjalCxEEqcysGHwhNRzKYMwUURQ+Kzjpa6uPntOaH1P3xCIjJ9AOByhra1zBclARCYKoT1tcudqLhqpIxH9cY3qLXw+D4GAj0gkTjh87K7T8IGmYUCjt+fr4bSE7hl9W+7ZEzL9L+x2fQMKhyP9olbWhMHMCh67gmmaxGJxvF43hqFvRs2YDMKJEkUCM0sWviLv0SgxinFzPhOZqAbza3mN3/MWy2Q3t6lFFEqA76gbeULe4G3WaZWCbORi5rOYWdiwcYW6klWyimW8TS01RInwMP/kYfknc5nH+VyIICzioyzkKvazna2sZCurCFkh/jgR3uRJZrGIFup5jvuZxByGMpbCjFrf8g5IEKWWTcQt8nEo62CTBAdYzQFLrX8tf6WNah6T/wI0qSigkgIqCVCGj0F4KcZDEBcBnOLHhssSRmacLzNLtNwhu1m+mzIqWWwJSFWe+NHEJE2KFHGJYpLEwI6PElqpYS/v0Mw+GtlNs+zG7Kbcs4AhFFqlip2OFYQA5RQxnGKGU8RwytR4EJhpkYwUSerYzw7WsVZep5XG7PeL8gzBvAQYz0wmqNlUyAhrv5oc5CBv8xYTmMgENYEG0YShkiEs4HQmqZMQEaLE2c4BxjOMTezGwOAsZnChOhWXOGgkzBoOcCZjcWLwI3UhlVLAASJ8k5X8kfn4cWCi+Lrs4BSrT0UUhd9K5+gBRk6oarPlzhGllDUdqZD1xBsRZ6IQyWQKj8dNNKpN8DpGIZLJVFYHcayjEAM1gnOscMKRhvz22P23jJ5tlds7JKYIh4++zror/4L+Qn7/i1Qqjd1us0Y4fX0iKIssmL26eIXDUQIBH6ZStGKSEkUZdpQSfiK7+Zoazs/VLKKSRhA20swEivipupg/yTJeZRttEsevXPhwcw2LOUvN4BFZwgZ28QRv4MLBWZyMgY3ZzGE2c9jJDt7mLTazCROTZbzNKcynmGLe5V3GM44hajRDZQxn8RGq1S62yiq2sormvDRENTupZqd+Ibp0bxLzGM5ESihniJqePbamcClj1Jk0yz5a2G9NB2hhHxE6uOApUHmHhUmCJnbRlBdOz0cJo7mIH7GBpzuVHubDwIkDFzaclDCas/lPqtnIS/yEFD1H2qqYxdncygFW8R5/7fHzelNMUOAQD4UMy5KDYoZTpIZhl1x4WkcsNPnYwgre4XlqZW93s8ZtVSSUUcWn+BEGBiampdJ4jzflDVKW0HQSkwAYwxhO43RGWfqEVgnzNG+xVNawgGmMZxglFHCbupZKKSVJmgdYycOs4UrLlvzDahoGwhKq+TarmEkuEnKn7KMIB5dQikLhskqKDYRQKJyN2OibkCCSGTzo1/p9ddhRiIHcWronZLYvU+6d0ULkjKWc2ajksY5C/LunJ0440nAs0NNJpvUL7j50SMwuGeh/UpTvHxEOxzAMwW639cNyVTbC0FvE4wkCAR+GCCNw8CxhzsGGWww2EuUHsptvqOF4rEP3F6xjmhRzk5rAZ5nPFCpIY2KI8Bke4oucwQTK+BwfZiO7eIQlxKyc+V/leWzYOJ+5jFAjGSmjaFEtvCNvs5z3sjer53iaJ3gUr3iZzwImM5kyhlHOCBZwKXVqP4bYMLB1EkS20MBbPMVbPAWAU9zM5xJmcAZxotjEQ7maRIVMbrcfkipKi+yn2SITIgYGNtwUEKe1neV11+jdj2mSIG7tD7dlOJQm0SvC0NPy7LjxUYKPErwU46MUL8WUMgYErubP7ddFmcQlSj3V1LCH3Wxil2xgPhczk7M1YaA9YXDiZihjGc4EhqnxlEgFAA6chAmxljW8Kq8S7WDw5MKFDx8IXM/HUUpRJ808zGussdqj68/pNNUpTEahWM9BfiEvEyGFCzujLXIA8FvZxEPsZj5lfF1NRYlii0SoIcFPGI2JQgB73r7KT2XmiED+SFYdIgrRU4faY1+F1VfoivAopYjFEtnrbXdaiEwUIhOx6GvkOlz+e7KGD0hDFzjUidhRv9CXB+WxiDRk1j/fP8LlcvT8xcNG9/qFw8F5+GggRRE2fqvG8RnZzPdkN99iOAbCDEr4F7t5R+q4k7mcxqjsd2Ok+A7PMkpK+CKnM0EN5zauo1p0ONuOnTdZy1uso1JKuJyzGMNQFnMuZ6mFmFaJYyaMHyHCCzzHCzyHU5ycwnymMY0SqcDAoIgyPscvOMAODrCd/WzjILtI5dlLJ4ixiw3M4AxW8IomE6LFeVWMo5zhFFOOXwopZqS+waKTBAVUciW/182aCBGlmZi0EKWFGC1EaSVGM1FacBMEwIYDO25M0pZnwuH/HgY27LityYUdFw7r+SDGAlDKGE7hk3gtkuBTpTjF2+X8MoSnlQYaqOYAO9jBOupkX4/rYsNOJSMZZpGEwQzHyHQjlTSttBCkgL3s4Q/8vsN3bYxjPFOZxngmYEfrFfZSywPyIjupzn52MMUsZhZz1CQQCJHgV/IK663PzGEYN6g5lIgPheIr8i4raeJjjOEGxmCK1jpsI8YPGEVKKeyHycr1Naj9DSpzXcpEIw4VhXg/RBoOte4dKzI6RiH8fm+/RCH+3dMTJ5wQ0mbr/5F4MKgvdq2t7UcnXq8Ll8vZr4LBwkJ/tvV3X6M7/UWmUVbfNek6OsJQWBjAbileM2HczPOoMvm0bOETlHMmhRgIT7GXu9lEjDTfYhpnoisoXmILD7CSFmvUfCojuJF5+K0OiGvZzsMsoTYvFeC0OmrOU5NwW2HyRtXIBlnHBtazn/2dRvl27Hydb2lRniRxK3f2wmKqNDXsZb9sYz/b2c92KhjJ/+OzvMXT2QhEdwhQxHAmsEhdTUqStFCPGy9O3NiVwxJFHtohMh9KmZiSIq10p8q0RSZMUogIAQaTUnHihLPEoCfRZfv5K0zSJCVOjAhhWmmlkWbqqOcAtezlDP4fo9U07pDP9zg/Fx4WciUTmM1BdjFIDcFuiVRNZRKSELvZzSqWs5WtDGYwn+ML7GA7f+ZPCMJwRjCVaZykJuMRy6GVGApwKydfkF9nlzeSCs5hNlMtspZWJjYx+B7PsZ5qBhPg48xhBkMxlSIqKTzKzsXyIrczlfkMJqrSLJM2zqTQmofih9LItyjJOZ4qRTwWO+LzPEMWrFd572VcFAWHw0FJSSEtLSGi0WNrQnS0cDodFBcXHPG62+32LIlwOOzZ87EvohBFRUFcLictLRESif508uyMD4SQAxQdIw35+gV9Q4/2az6rr22kO65/KNRef9FX29IbwWNv0NYWpqhIi8ZaTEWRFQ7cSoKxOPm9Gsc/pBYDIY3iQqqYrIr4rqzie6xmCF7GEmQh4ziVkTzKWp5iA2+yizfZxZc5gzkMZwqjmcJoNrCLV1nJBnaSIMVDvMJD8grf5UZKKaCAQk7jdE7jdFpVa5ZA7GY3Ct0k2sSklVbu5Fc4xMlUpjKBiVTKEAarYVQwglmWJ0NGRFnGUKoYTyPVhDs0j8ruC5pYx1ss5CpaqOM+fpy3w/WDEzfFlFNEGQWUEqSYYsqpZCQxIkQJYWBkCUbu0YYNOw48aKcFA4XCEAcOvKRJkyBEmhRpkiRJ5E1xEsTw4Gc0U9jNRl7iAZq7aYedj66PDKGQUgYxlEEM0ZMaSlCKre8oytVwohJlJztZyxrWyhrSHbwrMn4Rbtws5lymqmkUiD6WEiRZxw6e5i12U8OtfJShlnDyJEZyjprNGNHNsxqJ8CArGSklnMsEwiS4nGlcyhQc2NhPhG/Icm5jKqMJ8Ft1CsPEzz7iXCXr+YbVot1EcbvUM9/qq5KJWhkiRzUw6ByF6JzGsNlyXh0dIxUDHUc7mk+lUqRSqbwoRK5HRn4UIr9HRm/TqB9oGj5AJ+R3fczv8BiLJYhG+8uIJbPsvp2fzWbg82nBY/frf/QXlJzSu3eCx0Mh4xBpKoVfhEbTpNAQDpLmz9LAD1UJH1PlIPAI9ZThYAEF/E6dym9kI3sJM44C3qSW2aqUj8rJnKPG8zdZwRvs4GW2MpcRbKKWQfiYqIYzSUZQq5p5TVbyNuuJkSBElFIK+J78ibFUcRpTGSplzONU5nEqYRVmo2xgA+sAshGRJAmW8x7LeU+/LwZjGMtkpjKMYRRQgEIxmqmMZioAcRWjUappRE8N1mMLDZ1MozoiQYxqdlGdJ4osZwRXcyvreIslPNyr/T6IoVzHbexmEw9zd6++M5LJjGYKzdS3E4QeCoZ1Y5/KaTmSoIbg6CCATEmKRhoxMCikkP+T/2VvXg+PfDhxMpwRnITWhlQyhEqGkJY0OzjAC7zLGtne7jt27BgIt6vrGCKDUCgO0sJfeJeV7AdgkuURcas6i1LxE1dp/ls28LC1HoXKiU0MqvDxCk18gW1Mx88pKoiJ4tfSzHicXGJ1a83fvr5CPoHIzNtuNwgGA1aZczprv68jgH3vCdHX6MvUitZCxLMmWg6HPdulU5d2Hp4W4nikJ7785ZsJBPz8z//07rxsamrijjvu4OWXXyYcDjNlyhRuvfVWpkyZctTrcsKRhmNRPQGZeuG+7/DYM3qu3OgtHA47Pp9e/0P1szj6Y9/qS2CJs/oCiUQCp9OJKEVEQZGCBXj4h4T4mtTzY6WV6OU4+CxbuVRK+ZYazi2cRJPVXOpFDvB9WZUNG9/MAi5QE3lNtgGwg3q+zTOMkVKuZzZjKeUjnMUl6jTelvU4rdPDwMZbrOct1gNwMuM4nemMoJxZzGYWswHw4mM2c9nDLmqpzaYxTEy2sJktVkvvMYzlem5gJzuJEKaUQQQlqCMSVmlgBmmVoolaBAMvQWaykAitRGgjTBsR2ojS1gth5LGBCw8BirKTn8Lca6Uf7eJAiWKRVUKpBZAx6tjPAQ6wne1slc0kLIHmhVzMXOYRIxchMzAYylBGMZpRjKZKDcNmpVEUijgJHuN1Xmd1J8pVRRmzmUiZKsQQgwpVynbq+YO8zY68PiTjKWOMVfFQjI+3qOU7sooEJsW4uInxlIkHheIO9nEP1XyEQdymhmETIYEijuITFknMnBuGSL8OPux2OwUFfkSE1tYQqZSZrdDorqQTBhaJyK1L3x/XyWQqey3vKQqR6ZGRH4U41qThd7+7m3feeYuFCxf36vOJRIJPf/rTbN68mRtuuIHS0lLuu+8+rr/+ev75z38yevToo1qfE440HAtkSi59Pk+/dnjsetl9M58MgzZNrb849PofTdVG3wgeO6K1NUxpqRMRYagt4y6g+I0axM1Sx61Szy9VKadIATdSzp+o5i1p4V4mUmlpFkbg5xWq+RarqBAP32E6YylhNLqvgc9yhtxGPd/iGbzi5DpmMZ+RnGHZEQNMYwxvspawpY1YwRZWsAUEJjGCszmZCWo4LnFxMZcAEFNRdstu9rCb3exiP/uzofSMf8EedvMSL+Q2WnT3xNGMpYoqBjOYAimkSA3WxyNBzuDDnfaVQhElTIRWwrQSpS0bBi9jKFM5DZO09S+VfW5mNQ36/QJrvzhxM4QxOHFht0oynbhw4LQmlzU5s9+ZwCwmqTntogX5MJVJWtLESWCicCgHL8uLbGYzB+XAIY+FzLYUU8wYxjKK0YxUI3Fay1JK0SYRdnKQ/dRxAaewgd0ssTwuAEooYDYTmKMmMjiT8hBtdfUleYRaqwmZADMYyoeYzAQGazKm4PPyNhtpwUD4MMO5kbF4rcvnfuLcRw3fZDhXUEbK0uGYKG6jmKhSeETyRs/0Wytsu91GMBhABFpbQySTqfYtyZXqpqRzoEUhjk0KoLsoREYwnotCJHnkkUdpaGhk8eJFjB49ylrH/lvBaDTKHXf8jKeffuKwvvfYY4+xevVq7r77bhYv1kTjvPPO4/zzz+fOO+/krrvuOqr1OuGEkIahp/6CiBAMejEMIytIPJZhqEDAa40Qem4Z3B0yDbNSKS147E0JaSDgJRyOHaZRSv8QhgxKS7X9cL5vhmmN2L4gdfyQEgowEIQ3aeF2dtBAit8xllOsv7xHPb9lEzusm8J0iriNaQzChSCs5SDPspHl7Gs3Wl/MeK5nFg5slnDNZIvsZRVbWc02WjuU8P2cz4FSvCarmMhwyinBhSN7w0upFPtkL3vYTYIki1jMEl7jRZ7v1b74lvoubdLKEpZQTBFBCgkQwIcPD259g1d2jDxhZEZ015/IGECZShGXGBEitNFGM03UU08NNRzkAG15bppXcy3j1QS+Ld/ocp6CUEgh5VRQTgVTmEopuQZWSilikmAvNSxnC2+zIeu9MJ5hfIHLeYcN/JNXOZnxzFETGWW1qjaVyV5p5hk2cp2aBQKf4B/YEE5lJB9SU6iSQpRS7JUwPuwElZNz5HkmUsAt6iTGSpCUMnlWGrmIUtYSIqkUJ0uAJtJ8mwbusrQSCaX4ciTK3T5vu/VvaGju419C3/CCQZ0GyRCGQ6G9mBJ0iXQmCkE2CnE8CITX6yEY9NHQ0HyMIrydYRhitfp2kkolmDVrVvZvVVVVzJlzCnPnnsrJJ8/C7XYfYk6Hj3379nLzzZ+mvr6Oa6+9gfvuu4eFCxf3Kj3xsY99jB07drB06dJ273/zm9/k0Ucf5e2338bn83Xz7Z7xQaQhD/n6BeCYE4YMjvQcbW84dfgNs3q73L4SPPaEeNxKUYhWmxsiPBdPschp5y41iDYxEYQDpDiVAv6lJnOb7OC77OZ5ppHAZKYq4f9kPs+wjz+xjVU0cSWv8pI6l7SYTFblTJEKalWI52QTr7CVMAleYDOTGMypjGQ1+xkmRYxXw5ggw7lSLWS77EdbO22jiTYUJoYYPMmbPMmbAHhxM4eJTGEUQ6WMYWoEI2RkdvtmqpkMlsHUWf/qqaWOOmLdeCQkSLKcd7vfYdbv58bNJCZzKf+PHWxnK5ut7pY27B3+Zd6zYcODlyqqCBNmFzuIkyBOjBgxosSIEiVCmCgRIkQIEWIUo7maa1khy3iCx3v1u+YTGQcOyhhMOeUWSSinXFXgytc3WP/2U88qtvK6rKGNrm2RM74KExjBj9VnsIluq15LG6+yjSdkHQkr0nMj84iS5DwmcLGaTKn4MFFspJlfy3q20MZD6kxMUXyZk7hQDUWAVYT4gmxlMj4uopQp+EFgNXE+xAFusMpd00pxUzjK973u7PGrFIRCRz4g6A4ZwqCUslISPav6ey7pPHJjqaPFQCgXNc32UYjvfOd7PPPM06xYsZy9e/eyd+9e/vWvB3E6ncydeypf/eo3KCws7JNl19bWUFRUzLe//QOmTz+Z++67p9ffXb9+PbNnz+70/kknncSDDz7Ili1bmDFjxhGv2wekwUK+fiGZTFllOsdeIatPksMPpeQTnsM1nDqcE7MvBY89oa1NpyhA54FNpRhsM7ikLcLjAS+FVgOjr1HPAjzcSJDfM54/chBTKd6TNh6Ter6uhnOhVLFQVfJ32cGD7MJEsYM2fi7r+BwTmUIh1zGLK9V0lsh2nmUTUctf4Vk2sYJ9FIqbDzGFuTKcUWoIY2Qol3MWu1Q1DrFry8a862mEGK+ykldZCYBdDKYzjlM5ifEMx4OXcYxnPBPabXdItVErte3IBPTevSNGjFrLT6Cag7zBG736XjkV3MTnOcgBHuimJ0Z3OJSmwo2bIEEKKCRIAcWWIdLN6kuUSElWGAk6EqCjCLXspYbN7GUqo5nJeO7kISIdCJUdG6OpZLy2d2KYGgwCAeWhTeK8xS7+Katp7fC9wQRwiA0HNj7OXNKYvEc9v5B11FiftSEEceDExsVU0UqK22UHr9GCDVhg2UKbSvFXaeNrNPAJgnxTFWOK4tfROLd6XFQYBvnC/L7uHut0OggEfCilaGkJkU4ffhlgV2LKnL5KV2LkpzE0oeg/AjEQvRDOOmshZ5+9CL/fzbJly3juuRd5++03qa4+yNKlr/LhD1/O7Nnz+mRZU6ZM409/6p3Daj7C4TBtbW0MHjy409/KynT06+DBg/9epKE/jiGPx4Xb7czm/x0OOw6Hnf7OWXWHwz0P8wWPRyPY7PkC0PeCx55gmmY28mOIcLLdxqfdTi5qi/BkwItDhLPxcjsNPC1h/ko5N1KBEsVg5eRpaeRpaeTzDOHjlPNxxnKxqkIEgsrJNmnjFt7BKwafYjznyBAWMZ5FjKfFEt45LXLSTIy/8C5/4V184uQSTuIURjJMBuvKCYGfqM+wXfaTcWXYR222xXYKk/fYRDUN3MZ1vCareJSljGUoYxnKUMooo4igeBmhRjJK8gRLAqVqEF/mVkISIkyo3b8w7d/rb9iwoQszddi9kEJOZiYFFBCkQD+qAgopyGoP8mGKSZEqpoUwNTSyg4OsZwe7pLrTZydbhl0JUghCFWWM1/ZOjFZDNGFDE46IJPDh4iXZwv/xdrv5BHBxCiM4TY1ivOgLqELxCge5QzYQslIcLgzOZyhXMRKn2FAoHqSOH8huAKbh45uMYDxeTBR3SzO/oplfUspHCWCKPj/mO+yMt8oWjOzIuW+1URnxniYMbX2mvTpUSadh5NIa/SWmHKhljVrr5uOss85iypTZKKXYtWsnDQ31zJzZeXR/pHA4jsxwLxzWUSyPx9Ppb5kUSiRydM3LTjjS0JfINGxyOOzt8v92+7Gxc+4Kvel7kY/DEzx2t8xefapf9QvdoampleLiQhS5C++lTgcG8LG2CH8NermBIEOwcwt1TGM3D1HBDNwMx81nqOQvVHM3+/mDHOQHjGQRRdgQSnBxPkN4iYNEMPk1G/k1GzmfIVzHaMqVBwQ+pU7lZBnKMvawhv0kMQmT4O+s5O+sxI2d/+Ej+HDixMk0NYbpop0S4yrJDsn4Q+5nFwdJWoJIA4MUaTaym43sbr/hAsMYzHiqGE450xgLCB7xEVAB7btwiOPEVCYIzFAzGSNjs3LHtOUpkZNF5l67LAFpGYO5gqtw4cKBQ2+VcuEUJ07lxIEjW6mQwTgmMC4vYqKUto5KSJJmmqwel63U0cTJjKNClfBFubPH39+GgccSrN7A+YxXVdlOpUopQhJnHdUsZQdvyU7OYAyfYT716IunExuzqOI0RjFdDcmmK+qJUYqbzbTwfdYA4MfOpQzjcjWCAnFiKgUCGwnzA3ZTgI0vUcXlDEIpRVRM3Er4u4R4WFVwsrhpME1KDAME5jnsVCehPO/635fdJjOEwTQ1YeivngsdoxCQIw1diSn7IgoxENITXaHjeokII0eOYuTIUYf4lsZpp8065N/PPPNsfvCDnx3V+vVmfxlHKQr8tyUN+Q2b4vEEkUiuBCqz34+HAOhwzpHDFTweYqnAobb3+BAGyJCo9pestIJLnA7Eem4ILMbLi2oIn5U6LuQgq6miRGx8jiF8RA3i17KPJ2ngv9hOhTh5kinYRfgKU/iMGs8TspfH2EsdMZ5hP8+wn4/JaG5gLG7snMEYzmAMMZVkuexjGbtZxX7ipIiRoo0YPpx8Uh7AY31+BkMZJoVMUMOYKMP1umNywGrDPIhChjKIGppI0jk6tIca9lADwB3cTDMhvss92Z1RTJDBFFFGESUEKSJAEB9+PPjFix8PLnFhpySvp2VOUdD5HY0gQSYzJaslMFHZSgNdARG17J5SOLBTQgE1NLCcLRygnj3U0iBdm1UBjOumw6UPd8bWiaEMYqgaRIWUYEOP9qerMcRIsYka3mEPr8gWIh32W6ZMtowANzGfuWo4bnHokbgkeY2D/Fm2U4KLPzCfEClKcHE5I/iQqsIjdpKYPEsDT0oDdzOOapJcSin/qYZSKA6aSfM5qeObqpixOHhMVVAmdpYlU/xnJMbrBVqMuD0OWxNwXh5pSCb7JjXhdrvw+72k02laWkLHtFV0b4ylMn870ijEQExPaBx5BOTjH//kIf8+YkTPxKMnZASOsVhnXVTmvaMRQcK/KWlo71/QVcXA8Ys05C+7uwPTMMQiPDbi8SSRyNFZxHa3nGMleOwJkUgUj8eDCJgK1sYgYMDFVs+MtFL8LZHkGqeDf6pyfiXNrCfBmXh5jxgzxMWPGMW1ajA/l728RxvbiDIJH2/TwkwJcA2juUqNYqlU8y92s45mtluK/3tlO6tp5ApGMp1iq9n1SBIqxUrZzzLLGRL0yLaZGI+xjscs0yen2DmNkcymilGUMkSVokQxiRFMYgRKKRqltZ2t00HrMUqOzBodtC6NtNJIa+coBTCUQdzGdSxhNQ/xyiH3rw0DFw5GUM7nuIzN7OFu/tmDpZTGDMbyH1zMenbxFG/14hu57ZjB2DyCUEaRtLfITYtJG3Gc2HArBzfLv7IRhI4I4mYy5cxFk7OzrZ4YUVK8RjV/lq3syvvuCMtsaSQB/q7OwCEGcTF5gFp+IXuJYXIuujRzjgpwthSRQvFnWridRgT4I3ZsIpQqG7+JxflaJM4ffDos3JqC18PwsWKrEgGIHmVYOAOPx43P5yGVStPa2tYv7ex7i660EH1R0nn8Sz67xtGQmRtv/HRfr04n+P1+gsEgdXWdjdZqa7U2qiu9w+Hg34405Ifzw+FYlyrj3PFwPCMNXespMh02RYRIJE483hcdNjuTpGMpeOwJkUgMr1dfjA2B6R64fg98azCMcYFNhD/FkzwYT/JAwMutFBFSaRC4h1ZuIs7vGcQ0vNzDBF6miZS1zXexn/WE+TSVfFTKOJMKzqSCraqVd0VHBPw4WE0Tq2kCgfEU8FFGMlNKmKOGMdeKIgCcx0RWsZ8dNJC2brsJUrzMVl5mKwBesXMP11BNKw1EGCx+gspHMUFOyquuAGhVYaql0apucDGHiZ2snboSIZpdvNcd0phEiNNmaTjS2TXvGZkoRWYdBPDjzbN30lMhfooIUKyCFOADEf6Di/V3lSJBmmpa2UszG6nhPfZSY5G2b3IOkxjcjjC4sDOBMqZQyRRVwQjLeyGzLjtp47ds5j3JmTUB+LBzBoO50Ip2lOAiRIo/cJDfcSC73cNwcYkl2PRhYwNxPiY17CfNMOz8kBLcYmAqxfWhKEtTaV4MeJnrsKMUPN6qCQOQjZT1haGT1+vG6/WQSqVoaQkNuJH4kUQhuiYIMuC2DU6MDpcnnXQS69ev7/T++vXrsdvtTJw48ajmf8KRhqP5rXw+D06nvcdw/vH1ae8+0uB0OvB6dd45HI6STPZNs5TOJEmf7AOBMGSQSCRwOJzZaMM9VfCJvfDTCp0zvsPr5ppQlOFNbbwU9DHVrnPus3HzCGEu4CCniIv/poyzKcrOtwInawnzWw7wWw6wgAJuYSijJcBYq3RuMoVMppD1NKOAzbTwHVYBMFL8XM0ozqQcG8LlTONyppFQKbZKHRupZRM1bKGOuBVKz4TUd9HIHbymV0T0iH8iZUyinFGUUEGQQvEwhqEYCD5x8zHOb7dflFKEidJChFbJEIkwmd9yEIVMZXSelVN7W6d8eycfOvrmwM4gCrMWTi6clq2TvZ3NkwsHQyz/hJmMZ5oaSyF+7N00uEpjkhJtbWUoeFE2s4aDrJT9JLpIz2TgwIYCxlLKFCqZTAXjKcNuRSzSmFQTYQWNBHCwgMH8nPVssvp5OBDmMIjFVHIKZTitHhsAL9PIF/PspSfi5UYqWKyKdIkkil9IE3fQghP4IoV8SRXgsrwwHokn2WmavF3goyIvV3xtcXv32lTq6L0GfD4PHo+bZDJFa+vAIwwd0fsoROeSTn39G3jbN1C1Fvk477zz+Pa3v82LL77IokW6301dXR3PPPMMixcvxuXq2oCttzjhzJ0A7IdJdbR+wd3rcH7G7CgSifV5eVRPyERCWlrC7fKUmQqP/uqwWVQUsLwdosdNv9ATSkqKsqQB9IjyPw8Id1TqV2HgpnCUBxIpfupx8QW3E0OE91SM70gjK6xQ//UE+K4qxiUGKaV4Thq5nxrW5o1kK3DyNYaR6aQJ0KDiLJFqllDDGprajeZ/wkzmMohH2M0I/IwmgF85MKyrTFqZ7KKRjVLDZmr5sjqT92Qvv+ghdZDBn/koKOE52UQpPorwEMSNDyduHDiUDRvSruPlsTB3yixHKUUSk6gkaSNOI2FqCbGfFvbQxE7qs2TpJ1xEFYVcQ9clZYJQQYARFDOcYhYyFr9lxgW6xLFFEqynmefZz+vUZn+J/+IkLqSKq3iVQbhZTCVnqQoC4kChaCPNyzQRJs01lHMr23mWRmYT4EYqmG+VUdaTJoJJlbIzUnYxGzc/UaWMFgcxpVibMpntsPFAPMGlTgcO4PFW4VL9dRKm3vd20TeahoamoyLgfr8Xt9tFMpm0CMORz2sgoCdjqaKiQmw2g7q6puOyft3B7XZSWBgkHk/S2nrsOoeedtqsLs2d9u7dy4oVKxg/fjwTJmghcjKZ5LLLLmPv3r184hOfoKioiHvvvZempiYeeOABRo06Ou3ECRdpOFw4HDZ8Vp6xtyTgeEYaciLM3GOmwqM/HSozVRsDlTCA1leIGNkqirQSflWpb42GCG6luNfv5ax4gi+HY9zkdmJXipm4eJJKHiHEj2jiXtrYJUn+QQUIXEgJF1LCWhXir1LD8zRxkARfZBur1CwOSJwaEpyEj//HcP4fw2lWCV6XGl6jmpU0Zm+Ir1HDXWwEwCkGZ1LO6QxmvBQwQmkL64s4CSWKyaqCr8lC9tPSbgrROYydtsSIf2dF1zvH2idenAylgAmUcQ2z2EsTG6nBgQ07RvZRT/q5zZq8OCgnSJQEe2gmToooSWIkiZAkTIIICcIkaCNOiBjjKONaZvGIrOUBy4+iJ9gw9HEu4MbOcIoYbhGE4RQxXBXhlNylKWPlvFoaeZVqnpV9xLpIoAhQaFVa3KXmUma1wY5hsoRmfssB1lnE8KsMA2AoTv6mJjJF/JYLZJLv08iTRHhZDSEt8CsG8WH8mCieTyS5MhTlPr8HpQyudDlJKsU1e4UqB1xaoDU2a9qEWRaB0OdUr3ZNl8gQhkRCE4b3Aw5lLGW3G9jtNqvc+tgbSx0KA02g+e6773Lbbbfx+c9/PksaHA4H99xzDz/72c+47777SKfTTJs2jTvvvPOoCQO8zyMNbrcTt9uJUjqc3xuXNNCRiYIC32GbJPUFXC4HXq+btrYIpmni93u7rPDoS4hAMOjDMAydX04ks9NAOTlAn7BFxYVZ0vD3g3DZYHBag+urd8OdQ2CQHTal05SLQUDg6lCEu3weBhsGcaX4vbTwJ1pYoYbxhIR5jBBfo5jRVmSgXiV5QGp5iFqeU9OoJsFFshaAhRRyLYOZrPy4rVF9G0nCpCjHwzdYwRuWGVNXmEspZ1PBIipBZfLd7S+ErSrGXmm2SIR+vIUzEeDj/L1X+6oMP//NZbzI5k5+Bd1hJMX8hItZyT5+wku9+s4ZjOYmTuOfrOKhvF4P+fDioAQfJfgoxccVTCeAm1rVRrkE2302jUmIFAeIsJkW3qWBL6qJBMTBBbzYad7leJhJSXYK4sS0bK03SIQ/c5AXrFbkGQSx8SvGMNdKP5lKsVWS3E49b1mEzQlsUMPxWr9xjWlydSjC6ymTMYbBq0EvpSK0pOHUbcICP9w9RGFDeK8F5hTqZSkFTU0tRxwZDAR8uFxO4vEEbW197yQ50GCz6e6chqGbbSUS+vfIiSkzaY3jQyC8XjfBoJ9oNE4odGzvDQCDBgV6/lA/430bacgvR9Qh997f/AZCpCHT0lqk9xGSI0GmQqKlpQ2Hw4HTqSeXy6lr7VNpEokEiUTymDXt6g5KKZSZBpsNU8FHyuFnO+HWEeAwYK4PyjfA4yPggkDOx2CfqRjWHOLLLgff8rq5mUKuVgEUMAwHzxDlGfYzQuz8gBIWiIfPMYRPqQoMEYrzTpOXaOYlmkHgNAq4jsHMUH7KrVHtd9UMttHKGmliLXpqJndxWUY9y6jnbCrYKq18gbeZTBHTKWEcQarwUSwuJqrBnCTlnfbB3VxGM1FaiNGS99jxvVzqpH+OYQPBhR2f5e0wiABnMoZSfJTg1SRBaZLgls5GNUrpzpE1RNlFiHU08SZ17KDzoORWJpO2tieIg+kUM4tSZqoSKsWbnV8Mk7iY2JQwU5a3i0U4EU6nkIso4XRVgMMSMa6UOF+RejZa7p8+hOsI8BlVgNf6zC9iCb4ZjeMCvu528lWPC5cIMRNGbIIfV8BnS8C0RsNzCnN6BhEoLi6wziNNxHurbwgG/Tidjn8rwlBQEEBEaGsLWyZ1Bv1R0nmkGKimU8cSJ2SkwWbrvhwyvxzxSPovgJ53YWGgX0f33cHptOPzebKui4cTITl8dF0hoduCa/LgcDiyiuF0Ok08niSRSPTjOvWMTCMrU4EJ3LET/nOkrqz4VwvcuBcuK4DfDVU4RHg9meKWSIw1aRM78Fufm6udDuwiRJTJ96SRhwgRzZZNwlcp4hoVIGiJ+g4Q53maeJFG1hDuVJvwNaq4hnLCpHErA1veAbpHhbIkYg1NVBPlebWYfRLhE4eweB5DgJmUMJ4CTmcwNgxipLEr0W20DnGRTCkTuxiESVBPiBRmdkp3eq4tn3w4mcNwGgizmVpc2HFjx4UDN3bcymG9tuPoRuyYgYkipUxikqaVJA3EqSbKXsJcqUZgE4MLu4gcdEQRTv6uzkAEdqoQYwlmdSJJZbJH4rxOMw9Rx27iPKWmUCZOZrMcAWYS4EJKOFcVExAbSimaxMSnBBMYbbk8FmNwI0E+oYIUiI20UthEeDye4CPhGGfbbfy3z80YW+5vf2uCoQ443a/9QqxmrJgqZ0TW2hrKnksZUx3TNEkmU91G80QgENCEIRaLEwr1nSHUQEVHwtBd47z2WgiV9x7HJI2RaZ0dDseIRI6t3g0GRqThfUUadDmiHp1Ho4mjKkcsKgr0iQfC4cLv1/oF0zStFEV/UdreGzY5HHacTidOpwObLXfhy09jHEsUFPix2x1ZUaQJpE1wWfex3Qm4cg84FCwda41IgL8kknwnEqdaKcqBTYV+XIZgILSqNH+TEH+ilX15Sv43GcIInKSUwm4ddLUkeJ4mXqCRVYQwgfMo5ueM5i728X8cZAEFnE8xM/BTrpzY8wSKdSpGibhoUQl+JGvYTZi6bppUZfAAZ1CGh7N5NnvJrMDDMHwMxUc5HgbhphgXBTgI4KAIFyaKtFJ5hk5WOkRAegjxKmUZO6FJQFoUKRQpTBLW5MFGKW620sKb1LGTNrbQykG6b/38mDobQ4SL81IgBjAUH2MIMpoAYwgwVgUpyrOgTitFnSR4lzYepp73uohKvKlm6Bs6tVxECeWWxiGiTJZKlF+iPTx2qRE0S5rzOcBnKOBaFcAtOn31UCLJlrTJ97xufhiNMdqwcZXLgakUz7YJdSldThlOg88GK1qhJQVnFpF1LlUKUqkkLS05DYLNZssj4/bsPs5FIRKYpiIY9ONw2IlGY4TD/dNCeyCht4ShI3rbpRP6jkQEgz68Xg+hUIxo9N+TNLxv0hOZ/udK6f4LRzsSzjgRHitoT3N39mISjSYGBGEA3cBLizA1Mctc+NxuF263Syvnk0krCtH/OohoNE4wqEPemQt0hjBsj8BIDywdDbdXQ9zUgsmYgo+7nFzhdPDzaJxfxxK8kkpzgdPBm8kUJ9ttfIYCPqmCPCcR/kgrbxFjM0lG4ORyOchw7FxPkCnKxbUymGsZTINK8oI0sde66RdYp9RSWlhqlfwhMBkfl1DCbAJU4cZAKBIXP0f71UdUit0SYg9hdhFiDyF2E7YMrsmG5+0ISev5QaIcJMoyy2EyHwHsPM4iXuQAP7b0GJ0g+mbtxsCFnUkU8ANmsoIGvspyUtJzOupShvFFJvEM+3mEPb35+XBgYAIfoipLEkapAK686IVSiigme4gxDDd1xFkka7r0j3BjcDJ+TqGAgCWg/A8qSCrFuxLjNzTzvORuvmXYcIjgx+BtVaUjTijuisW5LaILY39nmb/9l1unIqqTcPlu4Y0IbBqnyarHgD/sg0dr4dEZet6Z41GEdoQBdKQuGk0TjcY6RfN8vlyEUUSIxRIfEIYe0F/GUj0vc+AIIY8H3hekwet143I5SKfTVjli3/ygx0rTkG9pnUgkcTod/UJYMrXPR1MhkUqlSaXSRCIxDMNod+FzOvtfB+HxuPD5vO0aWe1shREBfcHeFYVbt8DfpsLPK/TF3WXAuI3wySL4ahl8x+vmky4nG0xNLO9PJDm7LcJ/uZx8wePkAvFxAT7WqzgR6yJUjp2HCPMQYRC4BB8fJ8B0XFxFWXb9TiXIRxjECtrYQSw7DlpHOKvcR2ApM/Arg5ekmVG4KRMnY1UBE6Ww3fYmlclewhSKHjFfynBqiNJEgibiNJEg3IXHQcq6vRo9aBpMIIJJhAQNlvYibqUregObNf+k9XkXBmVW1KPMmrLPlZsyPHisG/uXOAnQEYRWSbGZKOsJ8wYtvCUtJIDBOHiR6dTnrZEBTMLHPIKcQpAZyo/DiuSY6GjId2niL9LabisKMbgIH1cq3crag0GzMrkjGucnluDZBnzEaed8h123swZ+WAPfqNGpiH8Nh/FufVx9cj2UueBxizDkVzx1JAwdoZQiHs9FQ51OB36/N3tMu91OXC4HyWQumnc8nR/7A0dDGLpC3xlL9bSMD0jDCQvDEHw+D3b7kesXusPhNo46UuSXhIbDMdLpNE7nkXU4OxT6wxLaNM1sv/nOIycvPl++DqL3ArDukCk90/a5IYqLdU3bmALY3AzjCmBhCbzdAiOXwGuzYZxls/7RQvhOLfykVrh3GHy4QBhi0/t5tt3GH+JJfh5P8PN4grPtNn7qdTHZ5szedK/ATx1pllnFfo8T5nGLQJyDh09SwCnKzVjx8i1GANCsUqyQNpbTxgpCbCKSdaKMYVIodm5ley7AKjAEJ6dQwHR8jMFLhTipUj4clpHRTR3aaAMklEkTcRolTqNFJlotAlCJl0VUkMTMphaS2UeTNCr7t1JL1OjBzhgCuLHhwY4HGx5suK3Jg916tDHO8jW4jjF8Uo0n2IXoEXSFQgrd5Elvf5rfc4DXaGGLdD+i9pOLPlzBIE6hgLkqkI0omJZG4T3CLCfG7ZTwDjHuoRUAF8JCPFyGn0VKd0U1LSL4QjzJReFMJ1O4zuXgv9wuRtm0ADKlhKpN0JCCW0rh++Xgs7JMfz8Ii0rgoxXQ8V6eibz1FpnrmGEYhEIRkslk9jzKkHHQBlE5MeXx0xT1BfqaMHREZwIhvTaW6nm+HwghT0hNg77ZujEMo19KI4NB3Z++L7vSdYTL5cTj0aPzjKW1Ljnq63LPY28JrXUQ+oJ3tDqIfGFYIpGkrU2b2xiGkSUOAOEkeO3680ub4Oo18ItxusrCEHg5BF8+AKtjMMIJDw2DGR4tatuYSnN3PMH98WQ2G18p8Aefh7Oc9ix5qFdpnpIwTxHmLWLkX7r3qBHslCTPEuF0PIxRDrx5gsWoSrNKQqwgxBUMYhBO5rGccC9G9Q8xiQn4+F8OEMDGYJyU4KAIGwHseDBwKMEmudZUx8rcKVPiGBWTVtLUk+QAcXYTYxtRNhBmr0VifBi8zUx2EeViqzdHR1TgZAJexuNlJn7mkfuNtQOmYr0keIIwD9KabQR+Fh7up5yHaONvhLgMH5coH0FLANmoFI8kUqRQfMbt4oq2CC8lU/yH28ktbiflhkFaKbbEhYlueKkNvl4D/zsEpnkgYUIoDYV22BmF0V6IpcGdpwlVShs59Ra6vNuPzWYjFAp3OudFJO9cai+mzJxHyWTqhBr52mw2Cgr8/UYYekLPWohMiqnzuVNcXIDT6aC5OdJnjryHg4GgaTghSYPXm2+nHLNKc/oWgYAXEaG1tX9KnTIplY4loYYhFBT4+5A0qGyE4XghXwdht+cEYL3RQRiGEAwGsNttXSrJ80WR0F653piEj62DB6eCx5ZrHHRPE3yjGqpT0DwJCuxkFfHNpuIP8QS/iyfYa+rwdLgowPa0SbVSzLbbcFsLa1JpnpYITxLmDaJsYjiNymSO7M2uXykGV+JnIV4m4iSgjKz6H2CvdWPdQYzt1uNOopaSIYd7mcAMAlzIGvZ0Yf6UjyE4GYWH3zCW3cR4kSZcGDgxcCA4kexzPennQWyMwUsrSdYRIYJJmBRtlndCK2laSdFsTU0k+TCDuJFKvsRWXYraA0qw8yoz2EyEq9jAaNxZgjAeLxPxEqCDsRPQSpr7CPEXWtlP54u1DbiJAm6jmLgyszbPEaV4OZniB5E4Ky2vhL/6PFzutHNnLMENLieFhpBSimdahU/th6sK4Y5K2BSDcZYO881muG4tbD5N4bQOsFcPQkrBwopcaiKZTNHS0rtrZL4nQSgU6ZVwu/tzKZVNZRzv0uhDIZ8wtLaG+6zr55GiKwKRe79zRUZJSSEOh52mpjCp1LHfzwOBNJyQ6QmXy4Fpqn6xU85H/+gKdElodymVnCNkXyz8+LW0zseR6iAyFxjDMAiHI102/GlpCWVLMCFHGJ7dB4uHwBMztMod4Ec74bNVcGMxXFWo+FGtsCUBs+1wzg7hUyVwaRD+y+PiS24njyVT3B1LEAfsIiyyCOQFdhtfcDuZ57BzDQGuIUCLSuMQoRSDAgxarJt+PSa/oZXfWOFyn8Cl+Pk6xRRio1y5GIqLszr83tUqwXaJssMiEh4rPeHu0OmyK+wnwX4SKAU7Jcad7O/V7zQNH39lEssJ8QW29eo7mdt3Vw6NoI2UynEyGCflOBmNTsWNUG7e4eSsFgF0qiEkig3EWUeCpUTxY/BjSvkLIX5C+xH8KOwswMPpeJivPASteRkIy5IpfhlL8FiHAcVMm8Fsu+5l8SWPi7ipuK8JbtovhEx9QTzHr8/DCW5oSsK1a+GFBvjRWHAagqngNxtgmB8+NLz99vaeMBzZaLv9uSR555GeMinB/CjEQEF7whAaEOvWlZgyp4VQ2GztxZQnQsOq/sYJSRra2qKIqH4NteuDoucL9OHAZtOCx0OnVDJ5tyNfTl8IHvsLvdVBpFI5bYd2huv+otrc3EZhYY6BKwVFLjj/eXjoLEWBU+9MAyh5Bb4/Gm4dCT8s1/X1AKNccNUefcO5vQy+UCpc5nRwmdOBUophhlAk0KTg6VSap0M6ibHYbuOLbienOux61C7CeoaxWSVZJjHeJsYyYtRYt9cwcD8hzsLLBfj4iBxkDXHm42EebibjZCQOBmHnFBVkvhTkbyoPqJNokiR1JGkkSQMpGkjSQJJ66zHzHuhqi76EHcGLgQcDr5UmAZhDkCn4KbfIQTlOKpQTbxd+DgqFA6Fe0uwgzgrivESEZRLvRD0+abk2HiRFMQYL8LAAD2coD0MkN9IOKUWjMik2DGa0hNiaF1kbYQhXOR1c43IwzqbXx1SKO+vgKweFBOAR+HwJfGUQVDl1xOr3e+EzG2FBEaw+RTHRrwnDD1fBZSNgUlH7dW1sbOndPrTbCAaPfrRtmopYLJG9juSnMTweNx6PG9NU7cSUx+t6MBAJQ1c4lJjS5bJl00P/zjgh0xOGoaf+RKb8sbm5b7zeHQ47PquMq6eUytF4RPSH4PFYIXPRc7mcXeZuD0UcOqYpAPaEFNcvEX44E04p0znpX+yGn+zUxOK+KfChMp2W2B5X/LhOuL8JYtZuOz8APyuHk9z6wpFQiheSKR5OpHgymaS5w+5dFvQy3W6nxjQpEcn6OgDs6kAibqKAawnycWp4jq51MwYwCxen4eZagpRjp5k0dgSXEmzQLtXREVprAG3oPH7CEj0mRZFEWYJIlRVGerAxkwANJNhJDA82vBh4lX50Y7SLDHS7XEv0GBZFEyY1pNhLiu1WsejtFPMsYT5xCLttgCrs3EoRl+Nnv0oyJE9kGVeKrWmTp5Mpfh+Ps9eEZwJezrDb8Da1UShwmdPBNU4H860y5pRS7EkIo1zweggW7IACA24qgVsGafvxTHpreTOcuxJ+Ng4+MST3fjSldQyFzvbEvrdpCbvdbhEG+vXmabMZWU2R3W7L3vgyplLJ5LETU54ohOFQyAg3DcMglUrT1HR8DLcGQnriA9LQDTI21E1NR7+9mc6Vpqk7VPaUc8x1nDw80pBhxgOppfXhItP+N5VKk0wmcTjsvdZBlJYWZWvkM/oFU8Hty+FzE3Q4WQSq43D7VvjLARjhgS3z9fuGQENK8b+Nwv80wH6Lo/xxCHyiBKImuEUTiKRSvJxM869EkieSKRqV4v98bq53Obm0LcIzyRQL7AZXO52c5rAx3DBw5d1lMnn3RwjxJGG2kmQXyW4bRP+MEq4lyPVU8yL5ngMGY3EyGgfDsDMEO2XYKMbGOOXAFAhjYiAYaCIiSkdUrAgsmbGVoP/L7jvAFEUSsqQjjiJmTRFMhuOgHDt/poW3ibOaOLsP0eb6TDz8jXIepI0vWf4STmAcTk7Kn5Qrm27QJlOw31S8kkzxx3iCZV2cQxsL/AwzhCeSKS502HGKYCrF3qTwx0b4eS1cVaTbqv9vPTSa8LkSRdAmJE3FI7XCjih8bSQ8XQdzC6HEAfUxeL0GLrVSEWkTYinwWhxGBOrrexY/OhyaMCgFra1tx+ym3T6iZ+9GTJnsl2vG+40wJJMpmpuPn3/GB6ThCCGiKyj6E16vC5fLSXNz21GdTPk9MEKhaK9G/4WFfpLJ9GGau2TIQv+mbfoTwaAPp9NpVUiEs/uqvQ7Cjoh0ctJLp03L51/HjDP354y9794QVPmhMQZBp8JuCKta4ZbNcOcEmBqAVxvhlEKFyxLG/bNF+HU9DLLBEyPhJ7Xwh0a4vQwuDkKpTROIlFK8mkqTVIrznQ5uDkf5fRe9QqYYBte6HJztsDPeZuCU9s2qUkqxnSRbJclWEmwlyRaS7CDJrRTyWQr5LLU8Ru/EuXvUCFZKnA9xsFefn4OLR6nkKcJ8socoQAa/pJSPEmAGu6npoQrEAVxFgJ9SynvE2EmSk5STcTjbRWXSShFSsMtMU2YYlIvgb2rrkoqMNwwWOmyc7bBzocOOYR0bjWnhkRb4dg0cyPvi3ZXwudLc61ga7j0IX9wEMROWzoZTCzWBTJnwm43wjeWw4TIY4oVkGpbugUVWs8AMAejpZuh0OggEdEVWa2vouJZM2u32PDGlvpBmxJQ5T4ij14q9HwlDS0skK4w8HhgIpOGE1DQcC+RuvNZw7DDRk+Cxp2UfnqZhYOoXegtdIeHHbrd3WSFxaB2EdtLL74uhm23p7753AEo8MKZY71enDU56WPjL6TBnELwyG2osfeW/amDhe8I3R8HNw4SrCrWSfnlEYSphuge2J+DGffrzwx1a/3BJUDjbbsumCm5xuxhtGLyeSvNGKk2jtTJrTZOvRuMQjXOG3eD5oJ+XEil2mSaTbQbDbQYjxcE45UDEl9t+pXRZpsDVBBiLgzrS1JKmnjR11tSxI4bi8DQNR1Ke6bK+E0ZRjo1K7FRmH3XkoxI7Q5SNUnL7aBZuZuEmiaJeKbak0ixLpXk2meT1PFX6G0EfpTbJEoZBIpxtkYTFdjtDbLlohIjQkoJFO4X38vh2sQ2uKIDrihSn+rQuIZJW3L1X+PpWHVGZ4tcRhtOK9HGythEuegFOLoWNl8FQHyRSsLJaE4bMORqL9Vy9lU8YWlpCpNPH12MhlUqRSqWIRKKdCHlGR5Qh5MnkkYkp2+s2TlTCIAOKMAwUfBBp6AaZlEJLS+iwyxV7J3jsHgUFPkyztx4RJzZhsNn0xcVmMwiHo0Sjh5eS6coPoqMx15LdcKANrjhJjyD/tAX+6x2YUgx/PQOqfPom8F4rfHQNbLduOBeXwk/GwQSf9juIKcW9TcJDLfBqiHaFf0Pt8M0y+GSJsvoP5Ja/IZVmaSrN0lSKN5JpDihFGbC3OMi98QSf7EAog8DZDjsLHDam2WyMtBmUiWCXQzs8RpWpyYRoMrFYeWkUk/tpy2oYEihSYOkbcq+TKEbj4OsU855ljuTFwIvg6/CY//54yysivzdHPpRSpIEY0GQq7AIVhsE/4gm+E42xs4cB7c5CPyUi/CaWYJHDzlR77sSPmYrNceGJVt1v5P+q4E+NmtQ5BS4KwLVFcGFQZVMVhggtSSh8Rc9jXgHcPgouHpRb5vP74ZOvw92nwMXDcuZNjVEo9eY+l06naWpqPeT6u1xO/H4vpqlobW0b0OWQQDtCnu+vcqgGWx3xfiAMuvQ9iM2mNQzNzeEBQRgGQqThA9LQDTKkobU1fFgnutNpx+vtneCxO/TGWOpEFjxm4HDYCQS0KKy3deqHgs1mw+XqWMOu91VDBO5bA1+cq183xeHbK+G3G+FT4+G/T9E3FFMpnqwT7twDLzfq+Y72wMp54LfnIkANKcUjrcJDzdo0KvMrxyfDloTi9oM6UnGqD4Y4dLfNDHamTZakUlzndPBaKs3FbRF60s9/yGHnwYCX38fivJBMM8YQhtsMhhgGg0UoMYQCEbwiONG+Bf3paGpaOgMDHYurUYo6U7HfNNlhmmxMm6xJpVmVNtu14vqex8VXPS4uaA3zUocQfYkI02wG0+w2ptoMptlsnJRHElJKsS8pvBSC/22Ad/OiCbcNgh9VwB114DXgykJFoVUu15gU/lkDS5vhr1PgkRr47T64bSScVayJzf6I4DIUJW7hx2vglpO0UVg4AT5dINJOL9MbHYPb7cLv95JOp63Bx8AmDB3Rc4OtZKeoiSYMgX4XevYnNGEIYLPZLMIQGTAp3w9IwxHiWJAGl8uB1+umtTXS63Cix+PC7XaSTpuEwz0LHrtDMKiHM62tXZOG94Pg0e124vN5rRxv+Kgtpjuio1tkRv0eS4E7TyW/uQW+vAw+OgquHaPV8W5Lq7CuTfHrPcL9B+EnY+GLw3UZ3mivznt7rGOwySIQ/2yBe6sgYIB3He0y/Kd54boiOMMHI5xaN5EZ+aaUYrt1o92UNtmYTrMpbbI5bWYlj3NsBksL/NwVi3NrL9q1G0BjUYAmU/HpcBSPCB7AawhuwA14RHCL4BL9erhhcJ7TwY5Umn8lU7SYikYUTaaiQZk0mFBrmtST27bnAl4WWBULvcHdXjefdDu5oDVEQDRBmG4zmG63UdlB3ZxUmmy1pnT04OFWOqkmPAKn+bTF89y8KEAkrXipQfj2dlhprdqPx+oURG1cUebShGJbq/DFZbClBbZ9JPf9eAq+/SpcPglOrrD2aR5haGhoPiRZz/RI0ZbnbSd834iOacGMX0E6beZFIMwPCEM/YyCQhhNS03AsfsScyVLvPp9paZ1KpQiFYkc1+u/OwtT6K3BiCx4zFRL9OQLTlSph/H6ftpy2hG0ZwrC5XqcszhoJT50DKxv0fn/lIPx8rfDLOTCtBP5wEvx0LDxvNZK0CSxarp+fUwxfHqHr+D9RrKcMbiqBp9tghxU8eT2iJw1hsgveHSs4UdSmhBE2g3EOg0udud/dVIo9pmJjOs1B66Yz2jCYaDOoMRVNSnWrttGdMfXR8nwvRXdn2m2c53TwbjrNN7ow0uoKHul8I7cBlYYw1DAYaghVhkGV9XyeFTl4Ouhvt51RE7bEYU0UXgvD4y0wwiW8NhpeCsM/rSyAANM9sNivpwU+TcAy83m3RfjZLni4NrcfR3vg2kq4cYjWppQ6YXUjfPYN4a06mFwEvzklsy5a6PiVF+GnC2FWZecIQ0tL2yHPb6/XjdfrIZVK0dISOmEjgfno2GCrvSeEy+owrLczFosfd93GkcAwyBIGfW0aWIRhoOCEjDQA2PuZ7jgcdvx+D6FQ9JCM2TDE6lBpO2JvhY7IdLxsaemokj+x9QsAgYAPl8tJMpmitbX/L6iZigylIJbUkYYia0T6pefgjT3w98u0UBI0sZj4MGxrhQoP3DUPLh6mcNm0gK46obh5o/BMvS7BzODsIvivEbqJkSNvwHwwqW+CS8KwNAzrYzlZ7fbx2lTKtxYiCvwGnO2D0/1wshtGu2CQXeESslUB+WQyqbSIsNpU1JgmNUpRa+qpWpn8zuchoeCstjBJpXULCQUJIKEUCSBJ7qZ/lt3Gs0Ef/4gnuCEcwwf4RfAJ+ETwieAX8JF7/lWPi3IRHk6kGGoIwwyDckP3wOgIZZEcAVZEheVReL4NnglBpAve+LEi+HOVTkW8E4HFAVjkV5TacyShMSmsbIPFJbA3CsOW6u8WO+CKwXBdpY4K6c9DIg2zHof1zVoIe/vUnKujUorLHhJmlMPX5oPd+h1FcpGptrYQ8S4qYzLIEOJjdXwPBOgOnb68Lp/6yYnUYEsECgqC2O2aMDQ3RxiI2aSBEGn4gDR0gwxpCIejJBJdkwa7XXeoFIFoNH7Ii8nhIFN10d5Y6sQmDCK6QsLhsBOPJ2hr65+eHl0hGNTNrkxTjybqWqHEaqW98iB86XmoCsIfLlK4HUJaKR7ZJfx6A7xRo6ML35oOt0/L3Ugiaa19+GcNPFUPEeuaeHU53D8VVrfqC9FYr8Jjy91Am1KKJWFhSVjbWU9yw4TNsPkQA3sncLoPnh2laEkL62LaiKjQpomGS7TA8FBGT4dCWmkvBoVOWWT6cBwuUkoRN4VmE2qTsDcJ2xKwIQYro7AmBmvGKUY6BU/XvaooMHRzqBkeuLIATvG1/3s4pVgbEv5VA7/fD60pOKMIXp0Nz9TB/+2H6yrgokEKh2X5vKsNdoXg7Eq4Yx08uVf/lgsr9TwzKav1teC2K0YXS7sKpgxhiERiRCLdl0H7fF48HhfJZNIiDIe9C0845GsYdGVIqp2t9YnQYEsThgB2u5102qS5OTwgCQN8QBqOCv1NGux2G4GAl3A41qUTodOZa5oVCkX7lEnnu1G+HwSPujGP7uQXiUT7JBpzuCgoCOBw2DuVs2ZuCP/aCN97DVZ8SmEzch9YXg+/Xg8P7oRvzYCvT9NRiEFuCDr0yD+aVjxdLzxUA681wv4zNJG4ZKWex0g3fHwInFsKk3wKn619+mltFFZEYUNc32A3xmFnonPYPzZZsS0Bk7d0fUOvtMNEl26yNNIJN5eCUzRJcQjZySlgF52btOc99xgQtGm/groURJWOpoRNHQloM6HVhNY0NFvTdwdrslG5EUK9uNA2ngQoKN4AVQ5NDqa7dcphhkcxwtl+20wF2yPwdD38z17Y0kHm4zHgB2N0mijjyaGUoiEu/HOnFrvWxuD5czVJ2NysmFikozY7moRbnoefLlSMLxUMK6KwYg/MGt6+9DmVStHc3P21L9O2PZHQhOHfAR0JQ1e6pO4abOVHIY5nRcmJRBjgA9JwVOhv0pBpUR2JxDpFEPIFj/3RNCtjCNXY2MqJLnjs6wqJo0FRURAxbFlBmy6NhPoQlPp16DqWhKAb7ngbFo2Ek8q0WLEmqrh/m/ClyYpXDgqLnoXpxXDbNDinEgqcmkDE0gqnAXUJmPW2sK+LCEKZEz5WCZ8dCiO9dDmyj5uwMa7YGBc2xDSZuLcKQqaifGPvogC7J8AwJ9jWdCYgXeFcPzw7Cu5phE/s69UiiEyGtjQM3tj5bwZQ4dDkoMoBwxzwi0pt5x02FUX23HYopYiZcCAurAvBkia4aaiiygOuF3OfE2B6QKcjFpfAgqKMqBRiacVLB4RvrYBVVuVLuQeuHg0/naUNvUylWF8n3PQ0rKmBr86H20/Tn61uhfvfgRtOgWJvnrOoMg/ZVyKTckskEv3WFXegwW63UVAQOCx3S8OQdlGIDHE+Xg22RCAY1IMJ0zRpbo6QTg/sC+1AIA0npBASjsQA6ciQPyIU0TlLh8NOMpkiHI72y80854So1cknKmHI1KhnKiSOt5q6qamV4uICTIwscQB4bze8vQtuXaQIuvUNaO4Qxew/COV+4e7z4dzR8OUpAMLp5YrFlcLLB+FKq95/SpFw+zQ4d4jgcioGu4S9Z8CuqOK1JmFJk74RbotAbQJ+vgteb4I358Lde4Rf7YZzSnT+fYofhntgkkuPwPPhswn1kxTVKaEmBdVJqEnpqTqVe16ThKS1fW7RmomekAmwHIpg2AG/lRYJGHqkHzHhcyV55MAJwxyKSgddejfYRWEgrGmDFa26g+ST9bpKIgOb6GqHpqRQ5bZIQjEsKlGUOnOahqa44HLrqhf/ffp9rx2uGQ3XjYZFQzQhM5VQ3Qbn3C8cDMGX5sJTH1UEXZpIPLFGKPAo/nORYJqWjsHUhKGpqXvCkNHMHOuU2/GE3W6noODw7bBN81BiSt1gSynVztq6v6pORBTBYPCEIgwDBSdspMFm61/SoEtv/MRicaLRBIZhZAWKsViiyzbNfYWMRwTosGim18KJpEjOKMjT6TStraEBZWpTXFwAYpCXhSAUh588B+PK4Nq5OrpQF1b8drnw2/egMQI/Ohs+P0fhskbIDTHFw7uFh3bqqouUdSbdfzpcPUb3LPA7FO48TUN1XLHEIhFvNMPyeYrnGoQLVnS9rmVOTSZOK4TrK8Bj13l8l6HNlGy9OAfqU9oIKaGwJsl7rqekghIbzPPB3oR2vvQZ4DcUAUOTFZ+hTZJ6QkrpaEJLShOkvTGdYjCBW4bDY7Vw6aquv+sQmOiDM4u1vXdH06hwUrG2SXh4N/zvJl358MZF8OpB+MFqTRQuHwE+hybf1SGh2KOwGzD1d8InT4ZPz1R4HJJNTYVi4HJovYrkkcmeIgwZrUxXLqbvVxwpYegJuQZbOo2R32Ar06WzL1PABQV+HA7HCUcYBkKk4QPS0A1EhMJCP7FYgmQyhd+vh3yRSPyQ3RaPHlrwmM/CM2KiTBgvHk/2ua9BX+JYV0gcCYqKCvIc7wDRN5BdDYpHVwtfOEvr/A2BZFrx93XCne9AbQh2f0mRMiFtCh6raVFjXPGIRSBaEvDWxfCHzfDJN+CkQrhhLCyqhHEFWhiZOXaVgpaU4g/7hQ0h2BCGjWHajbozeGWWvplOfRPWWmnzoF3fZMd7tX/EcDdUuqDMBRO92ja7zZqXIRnTJ5VrUiWCoB0vhUxlhzZuUkpIK4sEKJ0yiZsQTWutQ1rB7AKoj8NPdsHqNljeCk3dHJofLYe/TYVf7IJbt+h1nxbQ6QY9KSb7wZnH5tKmYnub8Nx+bcS1Me8ebgj8bDb852SIp3WFC0BbXPH0NuGbr0C5H5bcoMWONlE4bEI4rrh3mXDlTCj06vmkTbAZZMWySikaGpq73I78sHY0GjvMHjEnLvqLMHSEiHR5/eurBls5YbSipSVMKjXwrk/d4QPScBTob9IAuttkKpXGZjNQCsLhvhU85uNQgseurJIzJ1A8rk+ggYDjWSFxJMgnDpl0V+amkcFrW2HqkFyZ5tI9MLUMCtww8X9gRAH85ylwapXC69AHZFNcUeCEPSGY9qjQ2uHnGeaHj4+B84fC7FK9YKPDsXwgplgfbk8kvjQMPjwYzl0Ozzf0vH2vzoIzimHSG/r7PeFDg+DRGfCbPfD5TT1/floAVp0CLzbA4uVdf8YmmsRUueGTQ+CGIbCmDfw2xShv+41OmtAY10ZLRS4dRTj/OXh2f+4zw/2wuBIWD4FFlYpil44YpEzFsn3CD1+H57ZrsnTBGPjGAphpVUm0RBU/f0F4biP8+EOwaIJOcSSSgsOuyYNYQsrm5rYuI3v5x3hP1RTvJxyvDp2QEVM6+6TBVnvCECGVGjgR0N5gIJCGE1bTcKyQqdvVgsf+yq8dukJCh+i0hiJnlezE7Xbhdrva5QF74w3fH2hfIXFiXEybmlqyxCFDQLcegKAPygv1qHtEieKUnwvThsAPLoH5Vbnc//fPhNtfhsV/BRAWj9IEYsEwXf44IgCN1ypWNcCSamFJDSyt1mTiu6v09NRi4YIq3Quj0AkzS2FcEMo9wsJincvviP+ZCFsjUJPQbb7zHzPPG5NaoAhag9Ab9EbTkI9BVpTFQBOOKjcM80CVSz8OcysqXLQTeSoFU/yKeBp2tsH6JlhSA4/v0e6cGSy9UEcy3q6DDw3TJOGcSsXYAsnOJ25tX30EKn4pmMC8ofCb8+GqyYpijy6dTJvwxYdg7QHh6+fp31HPQxFPCB6XrprIEAYRoagomOd2qKONImIp7Y9fFdDxwPEkDKCbZ6VS0R4bbGXSGN1pp7T+xGE1DjvxCMNAwQkbaTCM9iPCvkR+h0rTNLswWepLKMvd8fAFj4ZhZAmE3W7LtozOMfDEMbGvtdvtBIM+RIRwOHLYDbqONwIBLWbL5LNNBWt3waRh4LRo9TPr4dcvw/4W+O+PwBnjcjfZ1TWKhzYID22ALVYE4C+XwPXTIZIEp00r9zNY3wRLqvXN8uRiuHUq3PwW3N2hAsEA5g6ChUNgdinMKoFKn662EDpHJ/KRNBVpJbhtsD4EDUmtM0haeoOEaekZ8p6P9MBFg7THxIo2S/BoB59NP/fZFAG74LcpvDbdQKs7pExFPC00J3TJ496w3oYyj6LsfqGxm0NkmA+ml8A/zswYauX2XTIN25vgmW3wm3d1A7Ifna2f14Th+qk5k65oUpE2Bb8L7nlLa1Xmj+4cUcroGoBsw7T80LjNlhvZKqW1TuFwpF81TQMJOcJw/Ft6d4WMrbX+rTJRWEUymeSdd96hpaWVGTNmUFpaYnW/1YQhmTwxCcNAiDR8QBo6IL9DZaY5SyjUX6PmvjNsynjDu1xOHI72QqJEItFv9dC5Cgntlne8KySOFE6n02oUpl+LQCSu8DilnYXwxoOKO14WFoyF6+ZAOA5uh86HA6ytUTy4QXhuO7x9o+LtfcL8e+C80XD1FDitCoYGdW49H+ua4IEdsKFZ5+23tepwfT6qfLDnSrhnC3zidSh3w6RCGF8II/1Q5YdKD5S6dXi/1GXl6RWAsvQL+nlvjaBMpa2XTfSIPaV0aWrcBLcNil2wrQVeOgibmnWp43v1EOriMNh/FRQ4wH+f9oaYUKjLVmeU5B6LXO2XXRMSluyBP66EF3bk/ja8AJ6+WjGhNEeeUmnF6v3Cz1+AdQdgzTdy22kqxZb9+vmEoZ3Xrbm5rUudkM1m4HI58Xjc2XOqp6ZN7xcMdMLQEfkNtmKxKHPnziWdTuN2u5k3bx5nnnkmJ588h+LisuO9qkeMD0jDUaA/SIPDYcfn0x0qI5EYHo/rMFpUHy76z+FRBByODIHINZfRF7pEnymRcxUSplUhMbAvKj0h0+QqOxq1RqGmCYmUYvN+YfJwfSNujSr8bqEpopjwHeE/5sPH5sHYshyByIS6F94HS3e3JwHzh8L10+CM4TC2hE5Rg6Sp2NoKG5qEDc1kp5WX6hTHWc/0vD3fnaENqT62BO7d1vnvXjv47PrRb4dLh8MPZmoB59eX6+qPQ9HMr02FH8+Ca16Fv+3o+jMlLk12Rgbg4YW6NHJ9s2JKkeDKS5uYStEWF3a3aBvuiYPgi8/CXe/ovwddcNYIWDwKzhml9xnofby7UfjjG/CzF2FUqSZzN8xTVBYKpqlYs0t4fhV8aC6MH3J43Sp12i2AYUi2QqJz06bj4zPQnzjRCENXuPfeP/PYY49SXV3d7v3Ro8dy5plnc801H8PpdB6ntTsyfEAajgJ9TRoyZY660ZHuUNlTt8kjQSZveiwtoXW41YnLlV+JYWYJxJFc6DIOeKmUrpA40bv45aO0tKidIDLzfOUOxR9fEM6aAhfN1mV6AK9sgT+9CY+vgUQKvnCWNggal0cgokl4ax+8thuW7IFl+/QNFGDr53VY/YvPwoRSmDYYRhZCsUenNjo2L4undYOtmihUR7t//PhY+O9T4Itvw10bet7ua0fDfWfAD1bBN7spAc3AbYNfzoGbJsIty3TFyDC/JgjDfPr5MJ8uEe2IlKlojApbG+Dt/Trd8MrOHEFZcgPMr1Is/qtwWhWcM1r7ZuTSFDr64bLDjffC4+vgqllw/VyYPdz6zRQkknDXk3DVAsWwQTn/hVxZZfcVEqBHrgUFfkSEtrZwp6qprtIYmdD48dQXHS3yCYO2hj7xCAPoa5TL5WTz5s0899wLLF26lPXr12ZFkz/84c8544yzjvNaHh4+IA1Hgb4kDRkHxkwqIrNLAgEvItJnLm8DwRI6o0R2ufIvdGY7IeWhoNXjPhwOx/vaAS9TNtqOPFiRh/0Niv95WigrgC9crEszRXQ04rmNwkMrNIEwBOp+pssbm6JCkTcXUUikFe8eEF7brcWVZwyHK/8JD3a4uRe4YNEoLa6cUQ6nVmk/gZSpKxMOlWVIpBVOm1AdgQORPP2CqVMMyQ6vRwbgzApY3QBbW7XXgd8Ofgf47IqAQ/A7FF57zh+iK5M1UykSaaEtDg1R2N8KfhfMHQJ3vwM3P9t5XYcGYXq53sZvLmifvkmbito2YclW+MObsP4g7P6BQinhmfVwwWT9edNU7K0XhpdlokPgdubpF/J+y56OXW2R3D1h6Iicz0B7fVF+dG8geZV0h/cLYcg0DtORkiiJhN6O5uZmli17k9raGq644mpcLlcPcxpY+IA0HAX6gjTkCx4TiSThcHs1dPfdJo8ERy547C/oC50zq0SGTClTMmsolX94GIaukLDbbf8W9el2u43CwmD2dUcRXTSuqG4SRpZDKArxJBQH9GcSacVzG4RZw6CiABbdCW/ugI/Ogg/PgFnDtHW1Le8YPtCmeGufsKEO1tfBhjotrIznXbdfug7OHgkn/x5WV8PIIpg0SIfrRxbom2+5H0q9UOKBIo/WIqRVxpch9wid0yIdGzVlprRpkYw0xFPa92BIAJx2xQPrhM2NsLYG3jsIe7rwQ/qfC+Czs2DeH6E1rslBhiTMKFeU5JVfKqWjCW/uEB5YDn9+Sy+vPKjLJG+YBwsnZD6rqG8VHlgK974C37gCLplrrb+pME3Bbs/3X8AS63YvZNTCXm193tp6+DqdjL7oREtjvB8JQ1tblHj8xNyOrvABaTgKiGivhiNFvuAxGo13qfjvutvkkWDgd6g0DGlHIHIjJe1IaZppq/2tEA5HD3nRfT8hY2ij9weWgh4O1EFxgcKd12Dpc7+DJevh1v8HF8yCkkAutbCpGv76DizZBu/s0jdeuwEfng5XzIQPT9cRC2g/ck+bsKPJIhH1MKdSRx4+9ST8YUWuzXZXKHZDw1fgvjVw/aPdf85rB58TPnky/PBs+M6r8P0lPZdebvocDC9QeH7Unnl4Hbpr6LCC3OPHp2tCk0jrjpIZmEoRigt7GnWjqLkjYVyZYuL39HsLxsA5E2HxRMXUIbnlmKbiiXeFXz4Kk6rg+rPh1DwikUoJNluOKGTSgo2NzYck7e3LC7tuwnS4OBHSGO8XwpDRWQG0tkaJxwceOTsafEAajgJHQxqcTjterxY8hsOxbll/frfJI8fAJwwdkT9Sym8sk/GDiERiJ+xF5XDgdDoIBHRFRTqdwm53tIs0xOJwoB5KC8HvURiG0BaFx5fBg2/A9oOaQFx7lj5eM6P6eFL3unhtKyzZCm/thFdv0fn4hb+GQh+cPgZmDNXCvlI/uOydtQ0pU1EX1r0UasJQnf8Yguqwjky8vBOu+ldeSiKdqahoj5tmwW8ugC89C3daAkSvA/xOK1XhzE0+B/ztw5ro/HElVBXAsCAML9RajK6gFDSEYVsdLNsFz66HFzfpVAtAsQ+qf6I/t2QbLBitcFmGWam0Yk+d4HFCRTE8twLaonDJHIUzzxI6PwWRHzXpja9C7vfuP/FfvsI/P7p3PLs+vh8JQ1tblFjs/UUY4APScFQ4UtLQleCxO3i9blwuB01Nh7/Nx0Pw2B/weNz4fB4rtaJOOEvrI4Xb7cpud/6FtKSkMI9E5W5K4Sj4PO3fa4sqHl8mtETgpgtgbz1s2Asnj9JRCCPPf6AhrMPvf34LfvoCbKvN3UwBvE5YOB7OHAtfWgjJlO6H4Xfl+iZ05duQ70OQj/x0Q+bRbdPpjLa43gavo+vvdgWlFEkTInGhMQIHW2BXI2yp0SmYb12gvS4u+E1ue6ZUwowqPU0fClOHKNyOXIlkY5vw1ib488vw1Ltw3snw8G25/aaUoqlVWLcd5kzWnhrtIwvQk9gxg3zCcKxunN2R82OZxnA4HFap8YlNGDweFz6fFq6/XwkDfEAajgpHQhq6Ezx2B6/XhcvlpLn58PonDATBY1+gqwoJu91uGUodmZDyRIDX68HrdZNKpa3tbk8scznTHEHIf758AzSFYO5JEPC1n/cXfg+PLYPqJrhqAVw2H+aMhUEFOpKQuUkn04ottbD+gLChGjYc1NPWOqj9qV5W4X/SLtReWQCTKnTVxqhSqCqCy2boz2yqAYdNkwu79Wgzco82AY9TfyaS0P4T8ZRuFR5NQth6ry0ObTF9079sBqw/ANf+WfsidGWwZzPg+xfDbefCU2uhJQYzqpRVWZIvdtSfVQq++3e480moLIJzZujpzMkKj0uniBIpxarNwva9MHcKjB7aQYthRRtCoXCvjMYyXiOmqWhtbTtugsVMlVN7oyKzHYHoy+vJ8SBK/YF8whAKxYhGT/xrUHf4gDQcBQ6HNBiGWKJGG/F4stf2rx6PC7fbSUvL4ZQUDjzB4+FCRCyXRAeJRJK2tlCX25KztNad6SCXwhgoudrDRYYo9abZVsaCuivykErDS+/App1w0miYN1XhdUk2dL67Fl5dpzUQr62DXbWw9i6YWAW7arTqv9gPDnt7jUPK1Mtw2HSZ584GqGmF6laoabMeW/UNH+DgT6DYq3B9oeeQwdfO1T0ZrrkH/vbuoT97xUx44Eb445vw369qgjKsCIYVt39eWahLJfMjHomUorZZ2LgXXt8Ij78DwwfBo1+HffXw4mpNFCotd0dTKVB63zWHYN02xWnTrYhEF6WxqVSK5ubeXafcbhd+v5d0Om2d5wOjwqG7NMaR9FvoCu0Jw/EjSkcLt9uJ36+Z+fudMMAHpOGoYe9F5wy73YbPp93cotFcL/feIJPKaGkJ9/IEVdkIw4mK9hUSccLh3nlUZDzhXa5ca9vjYWl9pBCBQEA3szmcZluGIRQVFSAinZpddSQQ08ZCeanWQiDtRZQHGxW764S54+Cp9+CyH+uSwWI/LJ4BCybB9JEwshzKgj03bGuJKg62CCNKtGPlg8t1BCGR1umQREo/z388axycd5ImDLsadOrD7wKfK++5Uz8ODuaaeHWFVFprNyJxGFQA0Th85c/w6Nuwr0FXmUwfCTNG6WnhNCgrzBGLaBw27oAX34HGZvjJF7tuKtZxnzc1tfT6BpgZoWrC0DZgj0/DEMusTVdjZNIYOVfKxGHpL96PhCEcjhOJnFj29UeCD0jDUaIn0uB0OvB6dR1uOBwlmTy88JvL5cTrddHaGu7FiXXi6xcytemGYRyVv37O0rr9RS6fQAykC5VuROTHbrcfFlHKh9PpIBj0A117F+Tn2ZVS3H63sPugzsWfPRvGDQOPO/f5VBq2H1Ss2yNs2Ku1EBv2wOb9UF4EO/9PsXS98JunYUwFDC+DoSUwuBBKAhD0gtel8/wZQ6PeoKt1B6v00rQspU0dAbEZsO0g7K2DHTWwaR+s3gnLt0GjpR2+cTH84WYdTXllrSYIJ49WVJVKp/mnUnD/0/DuBqgcBIvnKWZP0jfNjuQA2hOGw20gldHqpFKaMJxI522+DuJw20a/XwiDy+UkYOX+IpE44fD7nzDAB6ThqHEo0pBJLaTTptWh8vBPDpfLgdfrpq0t0i2Tf78IHjMXE6BXZja9RcbSuuNF7khHSX2N/O6cmYZFR4NMeiODLs2P8m52rWHF0hXCaytg53644WK4cAGk05o4OB3tqybSpmJHNYwuF0Ixxbf+JlQ3QU0z2cemvGKf390Enz4Prvo5vLQafG4dOfDmT26tUbj2LDh3htYUvLER6lqhthlqW/UNPR+r7tSljsGroKpUT8MG5abM6xGDwWXPT98oYnFhfx2s3Qpvr4PbbuD/t3fuYU6Ud/u/J5NJMkk2e2ARLEctyi5iBYoVEV9AsGjL65FSlFpfXqUoyEFaX9uf1npuX2tfoUqpQMWKRbT0svVQRYoHUCtyENHCruKCVXCB3WWTTWaSmSTz++PJTCanJdnNYSZ5Pte1FzLZcZ9sSOae7/P93jc8bmDnPmDE6YDbmfh76q6y4Pd377mQjnjPShheb279SkaDmLWlbhGm28YoH8HAaePflSQYACoaek060cAwpFGN46yxOOlgjz8UbDYrXC4+o2gol4ZH/aRAoX3m4zPrNq3ZKzmCuFjoXf/8fiGnrauToTZL6knX+xAMATabLmlRJBdxhgGu+znwQRMwfCjwH6OB0cOB0wcC9bUK7BxSRjBVJBk45lXw1QkGbgfpk3h9L6kASGHd9oQc+zP2NXMCmVD45Z+Bti7A7SAiw61+8bGtCh4470xSachUwYhGFUSiAGdlIMvAn14BXt8BfPJv0rg4ejgwugEY06Cg1hOfhgiGGAQEQBCBPrWk+pJuy6cnYkH/umTTs2I20nmtAESgRyIRXSx0eQgGUZTg91eGX4wKFQ29JFk0kIZHJ1jWglBIgiD07h8Ux1nhdvPw+8WUixn5tZm74RGIf4hmmhQoJPG7JGK9C5CLTVxAZC6z9hZ9ZaUnrn/Z4nDYYp3dTNpJCzkM7PuEbCNUuQGPB3A7Y4mUse/xCwr2tTDY1wLsOwj86zPg1L7Amp8Dez8BXnsPGHwqcGo90LcGqPGQC7vdpoCN2TFnPzqZWQio8dBKrCkxEgG+OAq0tgOffwU0fw58fIAIHTkC/PxG4MYrybGACHzjjMQtGL1L41dHiRfDYJ2BUzqR1dXlRyjUsyqYWgWSJBk+X28N24zPybYxzDbpZLNZUVXlrljBAFDR0Gv0zWCk4ZEHwwCiGOrxB4seq5VFVZUTgYAISdJfVFSxoJhWMOgb/8iERKCkd12ZLa3DCIWkvE5iqBfyYib4WSwMamo8sFgsKSV2/d8jESIizjgdcNgBMUjuuqurUkWyogAhWcHr7zM42gG0tkH7s7Wd/PfRduD46wo++pTB/F/GtiIcgJMnWxO8A+DtgN0GXDMNGDkMuGcV8OVRoL0TON5J/jzaAfgCpPKwcBZw33zgmVeBdz4EBvcHBvUjfw6JiRd1sineDKqg08ugrQPo9AKdPuCiCxRYrUzarYdEwaDA6/UhnG6mM0vULJFKEQwq+i2JUEgCx3GaQDdTo7JeMASDErq6Kk8wAFQ09BpVNNjtHHjeHvOVF/N2EVBFgyAEdSLE/P0LFgsTm5CwIhgMaZG/RiGzpTUJ/yG21j27gMTjvEs3YlddXaUJIyB1n15/B84wwJdfAf9qBtpPANUeUkmo8QBfH0q2NqCcPIclHFFw5DgQkgBJZiCr2xOxLQo5DJw9jDQgvrmTCAu3U4HbyZA/eQY2Lv7/S1eRCIcVhCQGnT6gtpoIk9ajwI69RPSMOkuBp0pvBd19c2O+LvCqYMhlKqYcUAVDsv+EOumUuo0R74MwUhS26lhZ6YIBoKKh17As4HIRAybS8CjkVS2TJjkXBCEU2+82v2BgWTbW+GfJS+NfocnkmqcXENma0uTiwVAM9NMqQNyoKd3khYLULYbj7Qr61DI44VXwxAYGLidpIlT/dLtJX8CwoaRKIQbj2RnE1jrWZMmoExbEDyGqAEqUGC6Fw4Ask/HJUIiIi2FDyfHN24CuLqDLD/gFoK4GGDwAGDJQwdBBSdMRaQSC+twSfCjCYfh82Y44nxyPh1TTjCiOC4leMJBx0vS/z0yNykbZxuA4Fh5PFRUMMaho6AUMA1RX6xsexbxvFVgsFlRXuxAMhiCKQdM3PKqKHcjvhEQxUefV9R9w2djuqhcPo5an9VMcKul8CZKJRjOPVEajQPsJBRwH1HgYvLcL+OKIrsIgEREgSeTv378MGDxQwaN/YOB2AW6XToC4AJdTQV0N0P+UzA0SyVWSZEhPRHJzo5L3RlSGIa85x1HBkIsAI31Gttg0hn4bQ9ZNYxTnM1AvGEIhGT6fsW9wigEVDb2kttaJcDjSYz+Bk2GxkPl9WQ5DEIScfR6MRDEnJIpFNpbWDMPELh7G3IpJB6kGucCyLBQlceQyUzWiO9QLdTZ+DckX+yjp99V+puo10d3/JzH74WTfq+6rS3m7IOlf80qIcNejThf0RDAkk2kbQz/OWSjraauVRXU1FQzJUNHQSyyWk+/l9g5F+/AG1NFAqShBMvlEnZAwmlVuPlFtd1VHSgBaVYjMc+dm/mMkOM4Kl8uZMGFiSdqryEUY5JPuhIFe8JCAOEGrbmUaD+ytAZjeqMvMr3lP0Gdo9FYwJMMwTELEd7zKl/9xaavVAo/HA4uFgSTJ8Hor5zU8GVQ09JLCioZ4/4JasrPbU+9oQ6HiegvkitoEJssyfL7STkgUC4vFEjP3IiZLZrO0PhnEP8QJi8WSVIVIjc8uNHphpqJuFwWDoawu/PF9dRtsNmtO2056SINvFazW/Bh1mYlCCoZ06AWE+pmYj9wZlrWguroKFosFkhSG11s5VaJsoKKhlxRONGRueIyHNCV7C0glbxrSk1iWl+D3V07XuBr3C5DeDX0zpdEtrXuDzcbB5eIT+iKyQT86TCoVJxceqgtqJBJFJEK2CPN1oUp3QTqZTTLpPyI9IT01fjIrxRYMyZBx6bgrZU+3MfSCQZbD6OwsnWBYt24t/vznDXjhhU1ZfX8kEsGGDU/jxRf/imPHjmHQoEGYPfu/8O1vX5LXdRlBNGQR+VQ5ZOPwGIlEIAgRCEIQFotFExAOB7mzNULKo76prlJLtMm9G2qTnX4Sw+Xi4XKR8ctQqPSW1r3FbreBZdmMzZ4WiyX2oa6AmE0xsW0O8t9WqwXhMBEB8fdBFNEoinohkuWw1tys33bSv8f0fRAAE7vYMOjqCuS1odLoxAVDtGRbj5FIFKIYgiiGEgQ6x3Fwuazae6y7qlGyYPB6BQDFrZqpvPPONqxZ83tUV9dkfc6KFcvw3HPP4NJLp+Oss87GG29swb333glFiWLatO8UbrElgFYaYvTW4VHdo02X8phvc6Lu4DjVBAV570g3Orl6MKSztI5Go5qAMPK2k56eJnSajUx9EOr7ShDEgjVFGxEjCIaTkb5qpKCrqwvPPfcc+vXrj3PPHYt+/U5JEAyKUnzBoCgK/vKXZ/Hoo48gEomgrq5PVpWGL774N2bPnoGrrpqJJUt+AoDcXN5yy1wcOXIEf/nLS1qfVW+hlYZekr9rcO8toaNRBcFgCMFgXG3b7TbtTUPMicLaBakQe+qJd9kB01z08oHqwZBLCJH+jlZvac3zdvC8HdEoGTUjfSuFs7TuDZU0KZD4HgPsdjIRBJDfg8sVt4k2W7NyrphBMADJVSOL9h57443X8fDDvwYA8DyP8ePHY+LESRg1aizq6vqWZK0/+tF/Yf/+f2HcuPHo6OhAW9vxrM7bsuU1RKNRXH31TO0Yy7K48sqZuPfeO/HBBztx7rnjCrXsomNq0ZAf8m/YpFq2hkJSijkRx3EAnHnfU1eT+yIRkiFRLvv02eDxuGCz2WJ22P4eXdzD4QjCYbLtpP9ws9vJVymqRidD3/hXadtQLMvC6SSCQd2KUd9jPO8Azzuyjos2G2YRDMnotzHGjBmL739/Ft566020trZiy5Yt2LJlCwCgsfEsTJ9+OS677MqiNvYeO3YUt99+J6ZPvxwLF87L+rympn1wuVwYNGhwwvGGhobY4/upaCgfCu/wqBcQQPo99Z64G+qJT0gYw+mwWBTKg0H/4UZK4kRAJFaNem9p3RtI30oVWNZScY1/epMyfdhYLn0QZp2esdttqKpymX582u124xe/uAsWy934+OOP8corm/HOO9vQ1LQP+/f/C/v3/wuTJl2UU19Bb9m48cXYTV1uHD9+HH37npJyvL6eVEyOHm3t9dqMREWKBtLwWBpLaP2EBcdZYbeTPVpSKcitKU9/0Sznvex06LvlC3mXTUriEoJBSZtVJ9tOHFwuJ1yuuKV1sTz79ZHeldb4pwqG7kzKyDRHBKIYTOmDsMUCNIphUJRvEgVDl2mFj8VC8ldYlkU4HMHXvjYUc+bMxZw5c9HWdhz//Oc74Hm+qIIBQI8EAwAIQgBOpyvluM1GRr5Fsby2DCtONGQzIVEs1P0+QO9uaIs19Dm6NZNKnJAIQhDK6x9md+gvmn5/AMFgcS6a+skYIJPoK6wBmL7RlfStGGPEtxjoExu9Xn9WF/vkPgh9zoJ+esbofRAOhw1ut/kFA7H39oBl2dhzEaAvltTX98V//ucVJVtfT8jkj6IesxTWgbDoVJhoULQxMqNV8MPhMMLhxKY8u92Wdn9WURRUVbkq+k4TKH1+RqLoixuApXvN8rHO+EUT8Hr9CIeNeYErBPomX6+3q0c9O4qSWukzQx9EOQmG6mrSgxOJRNHZmSgYzIrT6UQwmFrpDIWC2uPlhKlFQ25vaPMkVKY25dlS9mcBQBSDkKTKEQyZPBiMAHnNRAiCmPE1641/R+JFM7u77HKhUOZFufpBlOJi7XDY4XY7y0gwWGOCIVAWggEA+vU7FXv27E45rk5f1Nen9juYGVOLhuwxj2BIhjTlBSGKQS1DAiClL6eT/L3UZlLFgOcdWinZ6NMh+tdMH/qjVo8SLa1P3kjJ83a4XE7TN7/1hMSLZuGeuxH7IMpJMJApH2ts4qM8Kgwqw4c3YNu2N3HkyGF87WsDtONNTU0AgMbGEaVZWIEor82WJMiWknkFgx632wmed0CWw+jo8KKjoxN+vwBZDmtl67q6ang8bjgc9pRAIzNDGg75mAdDz0rTpSIajSIYDMHn86Ojw6ttqXCcFW63E3V11aipqQLPOzSDKT1OJw+Xi6S5lsIiuJTwvANud/Gfu9oHQV6zTvh8fgSDIbCsBS4Xj9paD2prPXC5eHBcYe67VMEQf+7m/PxiGAUeTxU4jgiGzk4BkYg5n0smJk2aAoZhsHHjBu1YJBLB888/h759T8GoUWNKuLr8U7aVBiM1PPYGMiHhAscluv0pCtKYSXFao1fcC6J0Y4H5QB0n7Y0Hg1HIZvxWPz2jlskrbZQWiLt75mLWVQhK0QehFww+n3kFA4CyEwyiKGLr1jdQV1eneS8MHXoaLr/8Kjz33DMQBAEjRozEli2b8dFHe3H33Q/kzQ3SKJTXs9EwbsNjLujHCrtz+0s0kyId4mpXP8epY4FxN0oz3KkXyoPBSKS/GMWnZwCy1SEIYkUJBnUbzohiKV0fhM2Wrg+iZ86vyRUGIz33XCHvXy7Wi2J+wQAAnZ0ncN99d2HUqDEJhk1LltyG2to6vPzyC9i8+VUMHjwE99//v5g0aUoJV1sYTJ09AQAsq25DqChahcHM6McKAwGxx+Y9+rtZdfSn2L4CuWKxkHFS4nRYWeOk6v6venemvmZmsLTOB6odOIlyN09lKdkErCdJj+UmGGy2uGAIh41/o2IGjJA9UWaioTz6F9QeBSC/s/jq3azdbtMuRqqvQCgkG2KEj2VZVFf3XiyZkXQ5EvokVauVTQhCM7u7YTKqYMiU0mkWkv0g4u+1zH4Q5SUYiK27oijo7KSCIZ9Q0ZAHWJY4jJXK4THfxKcEorEpgcJUAvS+AvH0ObI3S+5miy8g9MZFpfZgKDbZ5EgkB6El3s1KsbtZc35Aq70r5ehsmj7pMd4HQRosy0MwqK8jGQ0WIMvm/PdoVKho6CWkJGhBJBJGJGJ+waBPavT5/EW7g2RZNuFuFkj8UCvGxTs5odMIVY9i0ZMcCX3vCsdx2rSM0bee0qGWsstRMCSj74PQT15EowoEQSxYAm4xqKpywm63U8FQQKho6CUejwN2O5eUQCiZZh9UhWEYVFW5YLNxJZ8SUI2J9B9qcWMiNeExvz8z7kMQhc9nrpHK3pJoiS302N2T3M2SylHy1pNR7ZEZBqiqIoKhXJtdu0OdEIlGFTBM3HY43rRsnlwM9YaHiH4RkmSOdZsNKhp6CcdZ4HY7tLtjAEn7vZLhTUT0TX+iGEIgYJwPTtWYyG7nYLVaE/bT8xURrXbKl8N4Wa5kSmvsLd1tPRWrcnQy0vVvVBKqUFZHSgEl5z4Io0AFQ/GgoiFPsCwDm80Ku92aUPIjEcbxC5zRLkj6u0xBECGKxm36S7efHv/99my8LNGDIWD67aVc0IcvFdISu/vKUWlcRBmGQXW1G1arteKmY4B431J3HhQn64MwygSNKvqpYCgOVDQUAIsFsNu5FAEBQGd2VPp9Q/2EhNma/lQBoX4lN+SdzEwqk2FVpVCqHIlke+RU4Vd4EzAiGEjDZyAgQhQLE2luVLIRDMmk64PorR9EPtALhq4uEaEQFQyFhoqGAmOxIFaB4MBxbEJ8abwCIRXddITn7XA6eUMGL/WEuICwpTTkhUKJ+7L6KYFKLkuXOkcik/Ar5H66xUIEA8uyWTd8lhM9EQzJZPKDKHYfhNqPAQA+n4hQyJhbJ+UGFQ1FhGEAuz2zgFBHDQvdhOdyOcHz9tgefvmFD3GcVXOj1O/LEh+ICFwuPqcpgXLC6eThdDpKbo2cjnQmYOp+ej48PPTupn5/AMFg5aSzAvkRDMn0xA8iH+gFQ1eXiGCQCoZiQUVDiWAYBnY7q21hJAqIiLaFkU8Boe8Ur5Q9fL01shrGRMqqMkQxZNjGrkIQdzo0njVyMt3tp4dCcs5mY+pIqcXSuwkRs1IIwZCOzK8b2TbMRx+EWikDqGAoBVQ0GACGUbcwrLDZEgUEuUMmWxi9cTUjJXnS+FWJo2X6/o1oVNEERKnNpIqFvuHTbE6HcQ8PTgveyaWRUu/wabbenXxQquCtTA2wvemD0AsGvz8IUSz+a9na2oqVK5dj164dkGUZo0aNwcKFSzFw4KBuz3v88RVYt25t2sdeeeUNVFWV/mKcDVQ0GAwiINQPyVQBoV7gculBYFkyIcGylgpt/Er1YFA/0NRRTiAxW6FcLizl5kPQvaV16oVIPx2UTzt0s6AKhlJXl/LRB6HaXAOlEww+nxc33vhDCEIAM2bMgs1mx4YNT4NhGDz55HrU1tZlPPf222/FZ58dwNy5N6c8NmXKt02TRGkE0WCO31SRUBQgFIpoXcBEQFi1ch/Ps1oUrlqBkOXMb7bEDAl/2VwMsyWTB0MkEoUoBiGKwYQLkd1u0yxoSzkSmA/0Y4Xl0vAZjUYhiiGIYihlBDcxjp3YWbvdTjBMfj0ozIJRBANABHkwKCEYlFL6IPSR7JlzMWyaYAgESiMYAODZZ9fjq6+OYPXqp9DQ0AgAGDfufMyZMxvr16/DggWLM57b0tKChoZGTJv2nWItt2yxlHoBRkaSIujqCqG93Q+vV0AwSO6kLBYLeN6B6moP6uqq4XbzCeOdoihi06ZXIAj+2FhdV8UJhqoqVyzeWIbXm9m0Sb0Qeb1d6OjohN8vQJbDmuCqq6uGx+OGw2FLqPwYGdL0VxXzIRDLQjAko8ax+3x+dHR0wufzIxiUwLIsXC4eHo8LDAOEQpIpRV9vMJJgSEZRSCS73y+go8MLr7dLq36Sz7QqfPXVl1i6dDEee+y3+OijvXA47ACAQCAEQSjd59jmza9i5MizNcEAAKefPgxjxozF5s2vZjxPFEW0th7BkCGnFWOZZQ+tNGSJJEVixiUh2Gys1gdhsVjgcDjgcJAKxOHDR7Bo0ULs27cPzc3NWLJkadlNSHRHbzwYyB1RCMGg/k6W0+6MXC4F4XBEZ9ZlvN9rT3IkzI56IZIkOaG6pigKHA47HA674S2t84WRBUM6ZDkMWQ4jEBC1bcOPPvoI27dvx/bt2/HMM+tRU1ODCy6YgHHjJuC8886H0+kq+jp9Ph+OHDmM8eMvTHls+PBG7NixHW1tbaivr095/ODBz6AoCoYOJaIhGAzGxsPpPXNPoKKhB6gCwu8PgeMs2ijnp59+innz5uGrr75CbW0trrrqKlitFkiS8S5uhSCfHgzqnWwoFC+pqqOcHEdKpXo3SiPkVej38Lu6AhU3JaB3ufR6Sf+K3tKa5x3a9p6RLK3zRaJg6DKEY2MuqNuGF198CTyeamzbthVvvvkmOjs78fLLL+Hll18Cx3G4+OJLcPvtd2oTGsWgre0YAKBv374pj6lC4ejR1rSioaXlMwDAjh3bsXLlozh27CicThe+/e1LsWDBYvA8X8CVlx9UNPQSWY5CliW8/vpW3Hnn7RCEAE477TSsWrUKgwcPBqB2m0ta01E5or/DDgSEvFpi6+9kgURPAXVPNpOZVLEoVI6EWVBdLqNRJSF0LByOIBwWIQhiQke/WoFQR3DV94bR78wzoXpwmFUw6LHbOXz3u9/B9OnfRVeXgO3bd2Lbtrfw9ttv4csvv8CWLa9hyZKfFLXiIAikidjhcKRZLzkWDKa/STl4kIiG5ub9uOGGeXC5XHj33bfx179uxOefH8Ty5Stp1SEHqGjIA3v37sFtty1GJBLBqFFj8OCDv0ZVVS0EIRQLDbLAbrdrsbGFTIwsBVarNbaHXZw7bL2A0Kc7kg9uvseTLj2lWDkSRkXtrD+Zy2ViA6ze0po0whbb0jpflJNgsNmsqKoi1TJRlBAMRnDOOaNxzjmjsWDBYvz735+DZdmib1HE/y1k7mvK1PM0dux5cDh4zJ59PZxOUqWcNGkKampqsH79Omzd+gYmTZqS7yWXLVQ05IGuLjKG+p3v/Cd+8pOfwWazIRyOIhyWEAhIsFoZLQ+DzL3HpwTiY4ZhU95lxS+YpbnDju/Jku0BdQtDXwpXtzAKsbZS5UgYhXhaY24ppen6V+L5ChwAvVOrcSOiy0kwcFxcMASDEvz+xGohwzAYMmRoSdamipRQKHVkXT2WScicf/4FOP/8C1KOX3nl97B+/Trs2rWTioYcoKIhD1xwwYXYtOmttKUzAAiHFU1AsGxcQKj7vepdVjxyWjLFh4/DYYfLxRvmgqmWwklTF6uNcvK8HTxvz/teulFyJEpFvoyL9P0rQOL2U2r1qPeW1vlCHSkuD8EQ78cJBiV0dRmrgbd//1MBAO3tbSmPtbWRY+n6HbpD9XUQRXP7pxQbKhryRCbBkEwkokAQJAiCKiCsMZOjeJKdoqjz7lJsZK3Ai+8B8RwFY2ZoRCIRCEIEghBMMJPS76XH3Shz3yYyco5EMUi8YOb3+etFndVq1RwpjdRIGX/+cuz5l2QZeYEIhiowDINQSDacYAAAt9uNAQMGorm5KeWx5ub9OOWUfujTJ7UJEgCWLr0FkUgEy5evTDj++eeHAABf+9qAvK+3nKHdHyWECAgZJ04I6Ojww+8PQpbDWrnW7Xahrq4G1dXEp0BNkCw1brdTK8kSDwZjCYZk1L30zs4udHR44fcLCIcjsNk4eDxu1NXVwOMhVs/ZeEEkPv9KFAxO3QWzq6DPPxwm44AnTvhw4oQPgiAiGo3C4bDD43GjT58azaa7WD4eesFAXv+i/NiCQCZ+4oLB5zOuY+3kyVOxd+8efPJJXDi0tBzA7t07MXXqtIznVVfXYNeuHfjwwz3asWg0irVrV4FlWUyd+u1CLrvsoDbSBsRigbaFoTeNApBQgcjVO7636G2Rc/VgMCIkuCzRXvdk/vxmzpHIB2rwVqmfv8Vi0Xw8rNbsXrt8kCwYzIzVaoHH44HFwkCSZHi9xhUMALGR/uEPZyEcDuOaa34AhrHg2WefhtXKYc2adaitrUVHRzt27NiOAQMGYuTIbwAgeRVz5lyLaDSCGTNmoba2Fm+++Tr27NmNuXNvxvXX31DiZ5Y9RrCRpqLB4KgCwmazpo30VnsgIpHCCgh96Fa52CLrSW7GU3/PqkiTJBlutxMcVx45Ej1BFUxGE4zJRmCJr13+fDzKSTCwLHEttVgskKQwvF5zvJ8PH/4Sjz32CHbu3AGO4zB69BgsWLBE22LYvXsnFi26CZdeOh133HG3dt6hQwexatXvsHv3DkiSjKFDT8PMmdfgkku+W6Jn0jOoaKDkBMNA64HILCDkvBsdEQ8GN1iWrZjQrXiuApewLSTLxILXCGZSxcTjccFmM55gSIde/Knz9ySxVo4l1ubesKsKhlJXWPKBWQUDhYoGSi+ICwhrQnIdAJ3RUe/vsPQuh36/UHEuhyRHgggmRVG033NvL0JmwuMxb1KnGqZls9kSItlzGcMtV8FAenIEKIoxeqUoJ4eKBkpeIJHe1lgiZ2qkt7qFEQ7nJiCSUzorzeUwXY5EuotQueYqMAzg8VSB48pjSyo+oUSivYHESPZ0UzSk6bP0PRz5gGUZVFd7qGAwMVQ0UPIOERCs1geRLCCydUo0mgdDsUmssAQQCqWO9ulzFVQffnUckFyEzCsgSPCYGxxnhSAEIQjmFgzJkDHceBMsgCSvFBlOJ182gsFiIYKBZS2Q5Qi83gAVDCaEigZKwSECgvRBJAoI9e5YgizHBUEoFILP14nGxoaKNS3qSY6E3kxKfxerViDMlDnCMEws2puFIIgQhPLuYSGW1qlTNAzDGNaHJBeIYKgCy7IIhyPo7BRMPSZayVDRQCkqqoAgDWJxAUH2eCUcOnQIS5YsxqFDh/DMMxswZMhpFedBkI8cCYvFkjDKCUAzk1K/jPp71SeV5jt4zAwwDIOqKlfMZC3ew1LqQLSeQgVDeWEE0UAdISsINdIbCMFmY7U+CIvFgkOHDmLu3Lk4fvw4+vfvj/r6voa9sBWKfOVIRKNRiGIIohjSgplUV8N45ki8DG6U37O+6VPt4ag0XC4eNhunbUmQSPZkS2tz9LBYLEgQDKSHodSropgdWmmgYM+eHbj99p8gEAjgzDPPxOrVq9G/f3+dXS8J1CpneN4Bl4sv6JZM3E8gsQweT3YsvmGXitr0abFU5pQMcHLjKr2ldXIPi9G2oBgGqK72wGplEYmQCoOJd1goMYxQaaCiocJ5++2tuPPO/0E4HMbo0d/Eww//H/r0qY19MMZdxkl5XdISOcsJdaSumDkS3ZtJ5c+QKBtYlkV1tVuLNjfSxa9Y5Op0ybJsgiMlYJwtKCIYqmC1WhGJRNHZGaCCoUwwgmig2xMVziuvvIhwOIwpUy7GHXfcA5vNBr9fAiDBarVoTZQsa4Hdbofdbtd9OKrl9VI/i56jXiwKEbzUHd0lO7pcPFwuvij76PopESoYsp+SiEQiEMUIRDGYYGmdvAVVSEvrdFDBQCk0tNJQ4bS1teGTT5owbtx4zT0vHVZrPNJbLc0C6piarFUgjLI/nw1GzZHgOCvsdlteHQ3TYbVaY4KhMn04AL1gkODz9d7pMlMFSb8FVagKkt5XIxqNorNTKLi9PKW4GKHSQEUDJWdIpDcREOp4IaAXEOTD0aj6gXy4uk2RIxHfR8+vmZQ6VqooiE2JVK5gKKQ1diEsrdPBMAo8Hg8VDGUOFQ0U00MEhDW2t5ssIOKJnEYREMSDwJzBW6qjod1u61UjXj7GSs1OMQRDMpksrfNhBlZdTURwKQVDa2srVq5cjl27dkCWZYwaNQYLFy7FwIGDuj0vFAriiSdW4x//2ITOzhM4/fRhmDv3ZnzrW+OKtHLzQEUDpaxgWSY2xkkCtVTiEwLk7rhUEwL6kUKzB28RR0NbQiPeySyRgUTBUIlOn0BpBEMyPbG0zoSaDRKNKvB6AwiHi//+8vm8uPHGH0IQApgxYxZsNjs2bHgaDMPgySfXo7a2LuO5P/vZT/Duu9tw5ZXfw5AhQ/HSS3/DgQOfYNmy32H06G8W8VkYHyoaKGWLGumtBmrp0VcgiiUg9COFgYBYVh4E2ZpJqT4U0agCn6+r4pI6AWPGe3dnaa02wmb6mE4UDELO+TL5YvXqlXjqqSewevVTaGhoBAC0tBzAnDmzMXPmtViwYHHa83bufB9LlszHwoW34vvfnw0AEEUR118/Cx5PNdaseapoz8EMGEE0ZO58o1B6QTQKiKKMzk4R7e1d8PuDkGXSKMlxVrhcTtTV1aCmpgo8b09wqMw3VisbS/YjEwLlJBiAuJmU19uFjo5O+P0CZDmsVRXq6qpRU+NBVZUL0WgUXi8VDEYRDADpUVFfv/b2Tvj9AchyGBxnhdtNXr/q6io4HDZ8+umn8Pm8ANS4ci5WNSqdYACAzZtfxciRZ2uCAQBOP30YxowZi82bX+32PKvVissuu0o7xvM8pk+/HE1N+/DFF/8u6LopuUNHLikFRxUQoijDYkHCFobVaoXVSkSEfgsjXxe1nuRImJloVEEwGEIwGNI6+XneoZXAWZZFVZVLu4M1c6ZCLhhVMCSjKAqCQQnBoASGQcyR0gaO47B9+3uYP38+WJbFueeei4svvhhTpkwBz3tKKhh8Ph+OHDmM8eMvTHls+PBG7NixHW1tbaivr095vKlpP4YMOQ08z6ecRx7fh0GDBhdm4ZQeQUUDpahEo0AwGEYwGAbDINZESbYw4gJC7/Xf8xG1Sm/4UxQFFosFViuxERbFoNbJz3HO2O+58KOApcYsgiEZRUFCg+uppw5AY2Mj9u/fj/feew/vvfce7rvvPjQ0jMCFF07E5MlTMXjwkKKvs63tGACgb9++KY+pQuHo0da0oqGt7RgaG89Kc15f7TyKsaCioRuWLl2Iqio37rnnl1l9v9fbiccfX4F33tkGQQigsfEszJ+/CA0NIwq8UnOiKIkCQs3CsNnIKKfVqnr9R2IVCCnrOyqHwwaXq7L370lWQqLTZTZmUpIkl43AMqtgSMcpp/TDhg3P4ujRVvzjH//Apk2vYe/eD9HUtA9NTfuwdu1qrF27HqeddnpR1yUIZGTZ4XCkPGa3k2PBYPopJUEQMpxnj51n3mblcoWKhgz8/veP4f33/4kpUy7O6vtlWcZtty3BZ599ipkzr0WfPn2wceOzWLjwJqxZ8xSGDBla2AWbHEUBQqEwQiFVQKhR08RMKh4WFNFG1DJd2IqRI2F0VGvsTE6X+jtYdRTQbrelhDKFQrJpPRzKSTAA8amPwYMHY8aMa3DZZTPR0dGOt9/eiq1b30BXVxc8Hk/R1xV/f2XuS1JNrpIh/y5zP49SOqhoSEIURTzyyEP4+99fzOm8TZtexr59H+OBB36NiRMnAwAmT56K2bNnYPXqlbj//v8txHLLEiIgIgiFiChQI72JnTULnmfB8w6dyZEEWY6gs7MTa9Y8jnHjxmH69OlFy5EwGrnaIstyGLIcRiAgxkYBySgnzzvA8468eQkUk3ITDC4XD4fDHttqE2NptUBdXR9cdtmVuOyyK0u2NqfTBYD4LSSjHlO/Jxmed2Y4L9TteZTSQUWDji+//AILF85DW9txXHfdHKxbtzbrczdv3oT6+r6aYACAPn3qMXnyxdi06WUIggCn01mIZZc9aqR3V1dIExBqoJZ6YTt8+DAWLpyPlpYWHD58GBdeOKkiBUNvrbHD4QjCYRGCIIJlWW2U0+Gww+GwGzbVUU85Cgaed0BRFHR1xQWDUejf/1QAQHt7W8pjbW3kWLp+B3Ju/wznHe/2PErpoCOXOo4dO4ra2jo8+ujjmDdvQU7nNjfvTxg3Uhk+vAGSJKGl5UC+llnRqOKhvd0Pr1eAKEo4cOAAZs+ejZaWFvTv3x933XUXXC4+xR+i3NFfLPORpRGJRCAIQXR2+nDihBeBgIhIJAqHww6Px40+fWq0n2mUKrK6nmAwVCaCwaETDEGt+mYk3G43BgwYiObmppTHmpv345RT+qFPn9QmSIBMSRw6dDCl2tDcvB8A0jZJUkoLFQ06zj77HDzxxNMYNWpMTucJggC/34/6+lNSHqNdwIVDkiLYufMDzJ49G1999RWGDh2KP/3pTzjjjDPgcNhRXV2FurpquN1O2GzlLSA8HndBL5bESyAY84Lwwu8XEA7rvSBqtDWUah9aLxiMnCeSLU6nQxtF9PuDCIWMuzU0efJU7N27B598EhcOLS0HsHv3TkydOq3b8yRJwt/+9rx2TBRFvPTS39DYeBYGDBhY0HVTcqe8P0lzhOO4Hp3Xffcw6QIWRfNkHJiFQMCPJUsWwO/vQkPDCPz618tht1ejszOQsIWhltaJS6KkJXKWA/rwLVEMIRAo/MUyGo2meEEQLwGrZjakH+UshusnMToqH8HA83Y4nUQwdHWJCAaN/e/12muvw6uvvoylSxfimmt+AIax4Nlnn0Z9fV9cc811AICOjnbs2LEdAwYMxMiR3wAAnHfe+TjvvPFYsWIZjh5txaBBg/Hii3/F8ePHcMcdd5fwGVEyUfaiYcKEsd0+PmnSRbj//od69TMUhXQPd3eH1V3sNKVnWK0c+vXrh9Gjv4mf//werWlKlqOQZQmABKvVomuitMBut8Nut+tslqWYzXJpn0tPYBgmJhhKF76ljnGGQlJKLDQR4c4EO+RCTLKUo2BwuUj/k98fNLxgAACPpxorVqzGY489gief/AM4jsPo0WOwYMES1NbWAgAOHTqI++67C5deOl0TDQBw332/wqpVv8Nrr72CYFDEsGFn4De/eRTnnDO6VE+H0g1lLxrmzJnb7eNDh/Z+plltcEw3UxzvAqZNkPnGbrfjj3/c0O33hMNRhMMSAgEJVms80ps0+dlgt9uSBETYFA2U+rROQRAhCKWfZ9cLCEDvBUE8MxJNu+S8hGWp2QvlIhgcjkTBIIrGbDZNx4ABA/HLX/4m4+NjxozF22/vTDnudDqxZMlPsGTJTwq5PEqeKHvRcMMN8wr+M1wuN9zuqm67gNP1O1CKSzisJAgIUlYnRlJ6AUGSBomIMKJ+sFgYeDxVsFqNndYZn7AQwHFW2O022GxcgueG+nvuiZlU+QkGEigGAIGAuQQDpXIoe9FQLIYPb9Q6fvU0NzeBZVmcccaZJVgVJROqgBAECSzLaFsYqk+BzWaDojgTEjmNICD08d5+v2Ca8C3VCwKIm0nZbDY4nQ44nXrPDTkrL4hyEwwkgZRsrwUCIQgCFQwUY0I32vPE5MlTcPRoK7Zte1M71t7ehjfe2IyJEy/SGiIpxiMSUSAIMk6cENDR4UcgEIQsR7Q9epI0WIPqajccDhtK1Z5CBEMVLBaLqdM6VSOpEye86Oz0xbZWFPC8I2HiJdPIbPkJBjKBAgCCEIIgSCVeEYWSGVpp6AGHD3+Jjz/ei69//QwMG3YGAGD69Mvx/PMbce+9P8esWT9ATU0N/vznDQAY3Hhj4bdIKPlBFRCCQBI51R4IjrOC49TmPldCBaIY0wEsSwQDwzDw+wWtb8DsJJpJWTQ3yriZlLpdRKoQ5SgY1AqDIIQQCJTH60opX6ho6AEffvgBHnzwHsyZM1cTDVarFcuWrcCKFcuxceOziEYjGDFiJO6771cYPHhoaRdM6RHJkd6qgLBa2ZiIIJHehRYQLMuiutoNhmHQ1RUwrBNjb1G9IEQxCIvForlR6vtNGIaBJMklmRTJNzabFW63CwzDQBQlKhgopoBRcmwVP368q1BroVBMgcWiJnJy4Dg2YdSW+BNIsajp3gsIq5WFx1MFhgF8Pr9psh/yib7xUxUOpGE1PspphokXPTabFVVVbk0w+P3m3GqiFJe+fatKvQQqGiiU3sAwiDVRkspDooCIaBWInkRzc5wVHo8bQOUKBiDewyCKIQiCGJt6IVtFqoAIhyPaFobRU03V15VhGASDErq6qGCgZAcVDZS8sXfvHqxa9Ts0NzeB53lMnjwF8+bdkpU/xE03/Tc+/nhvyvFhw87Ek0+uL8RyyxIS6W2NuVEmCggyXijFxgtPflFTLywk1dDfo5HEciAuGFLNqxiGuLiqo5zq71vvRtkTsVZIOE6tHFHBQMkdI4gG2tNQBvzrXx9jyZIFGDx4CObOvRltbcfw3HPP4PPPD2HZst+d9PyDBz/DeeeNx7e/fUnCcY/HU6gllyUk0juMUCgcExBqSiQxk9L7E6hl9XRiQM1zUBQFXq8/LyZIZqQ7wQCQ37c+bVPvRuly8XC5+LybSfUGvWAIhWQqGCimhIqGMmDFimWoqanBihWr4HKRcvbXvjYADz/8K7z77tsYP35CxnNbW1sRCAQwfvwFmDbtO8VactlDBERESyW021mtD4JlWfA8D57nNX+CUEhCMBjCY4/9Fnv2fIAnn3wSLMsZ7k65WFRXq3ka2dtj6wUE8YIgkxiJYo1MYhS7chPvTSGCweczpiEXhXIyqE+DyTl6tBV79+7BtGnf0QQDAEyffgV4nsfmza92e/7BgySye8iQ0wq6zkonFCKR3m1tJNI7GCSTFixrAc8Tg6MHHrgXf/7zc2hpaUFr6zEqGHqRp0G8IAR0dBAvCNU1k+cdqKnxoK6uGi5XZi+IfGK1WjTBIElUMFDMDa00mJymJuJC2dAwIuG41WrF6acPQ1PTvm7Pb2n5DEA8g0MQBJqTUWAkKQJJigAIwWZjoShh3Hbbj7F161ZwHIdly5ZhxIgG7a64khog8yEYklG9IAIBMZY5QkY5ed4OnrcjGo1qVYp8j7OqgsFiYSBJYXi9VDBQzA0VDSanre0YAKBv374pj9XX1+PTTz/p9vyWls/AcRz++Mc/YPPmV+D3+1Ff3xezZ1+P731vVkHWTInT2dmFn/3sx9i1awfsdjseeWQ5Jk+eCIvFojM4Ui9q5RPpnUxixHfhEjsjkQgEIQJBCKY1k1LDy4hY6136KcuqgsESEwzG8pagzdOUnkBFg8kRBOKK53A4Uh6z2x2QpBAikQhYlk17/sGDn0GWZRw/fhQ//enPIYoiXnrpb1i+/GH4fN6iBH5VMmvXrsauXTvA80489NAj+MY3von29gA4zhKbwiCR3okOiVJsEqM8BAQRDFVFj/hONpMio5w27c/E8LLcvCBUB0+LxQJZDsPnEwAwJz2vWNDmaUpPoaLBoEyYMLbbxydNugj33/+QbiY9/QcSwzAJo3/JXHbZlZAkGTNnXqMdmzbtO7j55huwbt1aXHHF1ejTpz7n9VOy45xzRmH//n/h5psX4ayzRmrHZTkKWZYASLBaLVqgFstaYLfbYbfn9664VOgFgyAEIQiluRuPRqMIBkMIBkNgGEbbwuA4LhZepppJkYpPd86fLMskCAavV4CiGEcwALR5mtJzqGgwKHPmzO32cbUHwekkvvWhUOpeaSgUhMPBw9JNwtIVV8xIOWaxWHD55VfhwQfvwYcf7sFFF03NZemUHJgwYSImTJjY7feEw1FdpHeygIhbLOu3MMzgkGgUwZCMoigIBiUEg5IWWqb/ApwJbpR6MyniXumJCYaIIQWD2jx93XVzUpqnV6xYjs2bX+1WNNDm6cqGigaDku22QP/+/QGQRM1k2tra0vY6ZENtbS0AQBTNHwpUTiQKCCZWSid5GHoBoQ95MqJ+MKpgSEZRFIRCkhYQpm5dcBwHl8sJi0XE4sWLEQ6HMXHiRFx66aVgWQvCYWMKBoA2T1N6BxUNJufMMxsAAM3NTQl3rOFwGC0tB/Af/zEp47nHjx/DrbfeggsvnIh58xYkPPb554cAkJIlxZiEwwrCYQmCIIFlmYRALZvNllRWJxc+IwiIRMEgxqKxzUGiFwQHQfDj/fffhyiKeOedd/CrX/0K3/zmN3HBBRNx4YWT0K9f/xKvOBXaPE3pDdSnweT069cfZ511Nl5++QUIQkA7/tJLf4Uoipg69ZKM5/btewoCAT9efvkFeL2d2nGfz4fnnnsG/fufirPPPqeQy6fkCRLpLeHECQEdHX4EAkHIckQrr7vdLtTV1aC62g2Hw4ZudqwKCsMwphUMyciyDI6z4+mn/4QlS5bgrLPOQjQaxY4dO7Bs2cO4+urpmDv3h/jkk6ZSLzWBbJunM5HcPH3HHXdjwICBWL78YfzhD48XbN0UY0ArDWXA/PmLsWjRPMyfPxdXXHEVjhw5gueeW4/zz78A48aN177vwIFP8dlnn2LkyG9gwICBAIAf//in+OlPl2LevP/GFVdcBVkO44UXnseJEx14+OHfwmql/0TMBhEQMgQhMdKbxHmToCfABVmWtUbKQkR6J0MEg7ssBIMKwwANDQ0YOfIs/OhHP8L+/Z/hrbfewFtvvYG9e/dg//59eP31f2gVwUJCm6cpxYBeEcqAc84Zhd/85lE8/vgK/Pa3/4eamlpcffX3ceONNyW8+d9663WsXbsa/+///UITDRMm/AceemgZ1q17AqtWrYTVasXIkWfj7rsfSOjmp5iTaBQQRRmimFlAuFzOhC2MQgiIchUM1dUksjsSiaKzU0C/fqdi5sxrMXPmtejoaMf+/fswevSYoqyHNk9TigEVDWXC2LHfwtix3+r2e264YV7aBsvx4yd02y1NKQ+SBYSahcFxbExEWOFyOWMpkVIsJbL3AqK8BYM1JhgCSE7krqvrgwsuuLBoa6LN05RiQHsaKEWntbUVv/jFzzB9+lRMmzYRt99+K7788ouTnhcKBbFy5aO4+urpmDLlAsydez3ef/+9Iqy4/IhGgWCQuBS2t/vR1SVqBkZWKxEPtbU1qKnxwOl0gGV79lHBMEzMGrq8BIPHQwRDNBqF1yukCAYjo2+e1qM2Tzc2jkh3GgDSPP2DH8zE44+vSHmMNk9XBlQ0UIqKz+fFokXzsGvXDsyYMQvXX38j9u/fhwUL5uLEiY5uz7377juxYcPTuPDCSbjlllsRjUZx222L8cEHu4q0+vJEUVQBEUR7ux8+n4hQSBUQJNK7trYatbVEQFit2X1sqILBarUiECgXwaBojZzRKNmSyEc1ppjQ5mlKb2CUHF1gjh/vKtRaKBXA6tUr8dRTT2D16qfQ0NAIAGhpOYA5c2Zj5sxrsWDB4rTn7dz5PpYsmY+FC2/F978/GwAgiiKuv34WPJ5qrFnzVNGeQ6XAMOoWhhU2mzWhP4bETBNzo3Qx08mCQU2ZNDtqoJZZBYPKhx/uwaJF83DaaV9PaJ4+99zz8NBDy7TXOl3z9Ntvb8VPf7oUAwcOTmiebms7hocf/i2++c1zS/nUypq+fatKvQRaaaAUl82bX8XIkWdrggEATj99GMaMGdttjPfmza/CarXissuu0o7xPI/p0y9HU9M+fPHFvwu67kpEUYBQKAyfT61AkEhvRVHAsix4nkdNjQe1tdVwuXhYrSTf5OOPP8Lixbfgn//8Z1kJBjVQKxpV4PWaVzAA8eZpjuPw29/+H/7xj024+urv4957f5XSPH3ffXfhww8/0I6pzdO1tTVYtWol1q1bi0GDBuGxx1ZTwVAB0EZIStHw+Xw4cuQwxo9PbQ4bPrwRO3ZsR1tbG+rrU8e1mpr2Y8iQ08DzfMp55PF9GDRocGEWTokJiAhCoQi6ukiktz5Qi+cd4HkH3n//fdx662IIgoBRo0ajsbE8JnA8HjdstrhgCIfNKxhUaPM0pSfQSgOlaJzMiQ4gvviZzk1/Xt9uz6MUBkki4qG93Q+vl1Qgtm/fjnnz5kEQBIwfPx4333wT3G4eHGfuexOPxwWbjYOiqILBRF2PFEqeMfe7mWIqTuZEBwDBYPoMAkEQMpxnj51XHiVwMyJJEWzf/j5uu20xgsEgxo07HytWrNDyCBwOB6LRaEKgllmoqnJpdtxUMFAoVDRQisjJnOgAZHSiI/26uZ9HKTwnTnRoguFb3xqHBx74NQKBCCQpkLCF4XDY4XDYEY0qkGUp5gVhXAFRVeXUAsC8XgGyTAUDhUJFA6VonMyJTv89yfC8M8N5oW7PoxQDBm53FcaNuwA///m9WvVHlqOQZQmABI6zaGZSJNLbDrvdrkV6h0ISZNk4iZxut1Nbn88nUsFAocSgooFSNPr3PxVAZic6IH2/Azm3f4bzjnd7HqXw1NbW4vnn/95ttUcVECTS2wK7XS8g4pHe+i2MHKfB84bb7YTDERcMkpQ5vIlCqTRoIySlaLjdbgwYMDDFiQ4Ampv345RT+mUMuhk+vBGHDh1MqTY0N+8HADQ2npX/BVOyJpftoXA4ikBAQkdHACdO+CEIIYTDJJHTbrehqsqNurpqeDwu2O1cUbeeXC6eCgYKpRuoaKAUlcmTp2Lv3j0JccEtLQewe/dOTJ06rdvzJEnC3/72vHZMFEW89NLf0Nh4lmY8QzEX4bCCQEAf6R0XEDabXkCQSO9C6geXiwfPO6AoSsxWmwoGCiUZ6ghJKSo+nxc//OEshMNhXHPND8AwFjz77NOwWjmsWbMOtbW16Ohox44d2zFgwECMHPkN7dwf/3gRdu7cjhkzZmHQoMF48cW/oqXlAJYt+x3OOWd0CZ8VJd+wLKM1UXIcqx1XFCUhUCtfmQ8ulwM8z8cEQxChkHEbNCmVixEcIalooBSdw4e/xGOPPYKdO3eA4ziMHj0GCxYs0YJudu/eiUWLbsKll07HHXfcrZ0nCAJWrfodtmx5DcGgiGHDzsDcufMxZszYEj0TSjFIjvTWI8syQiE5JiB61gPhdDrgdBLTsK4uEcEgFQwUY0JFA4VCoeRA9wIiHMvDyF5A8LwdLhfxk6CCgWJ0jCAa6PQEhUIxDdEoIIoyRFGGxQJtjJPjWHAcERIulzNhCyNTRoReMPj9QSoYKJQsoKKBQqGYkmiURHoHg2EwDGJjnEQ4WK3kSxUQqhdEJEKaIJIFgyjKpXwqFIppoKKBQukBra2tWLlyOXbt2gFZljFq1BgsXLgUAwcO6va8xx9fgXXr1qZ97JVX3kBVVenLj2ZEUVIFhM1GvlQB4XTyiEQiiEQisNlsAIBAgAoGCiUXqGigUHLE5/Ni0aJ5EIQAZsyYBZvNjg0bnsaCBXPx5JPrUVtbl/HclpYD6N//VMyde3PKY8kJnpSekSwgyBYGERAsy4JlyTRGIBCCIBhXMCxduhBVVW7cc88vs/p+r7cTjz++Au+8sw2CEEBj41mYP38RGhpGFHillEqCigYKJUeefXY9vvrqCFavfgoNDSSae9y48zFnzmysX78OCxYsznhuS0sLGhoaMW3ad4q13IqGRHqHEQqpAoKF02lHOByBIEilXl5Gfv/7x/D++//ElCkXZ/X9sizjttuW4LPPPsXMmdeiT58+2LjxWSxceBPWrHkKQ4YMLeyCKRUDNXeiUHJk8+ZXMXLk2ZpgAIDTTx+GMWPGYvPmVzOeJ4oiWluPYMiQ04qxTEoSREBEcOKEgK6uUKmXkxZRFPHgg/fg6aefzOm8TZtexr59H+Ouu+7HvHkLMGPGLKxYsRosa8Hq1SsLs1hKRUJFA4WSAz6fD0eOHMbw4akl3+HDG9HWdlzL0Ujm4MHPoCgKhg4loiEYDOqSPymVzpdffoFrr70ar7zyEq67bk5O527evAn19X0xceJk7VifPvWYPPlivPvuNi2WnkLpLVQ0UCg50NZ2DED6gKz6epKbcfRoa9pzW1o+AwDs2LEdV131XUydOgGXXDIZDz/8K4iiWKAVU8zCsWNHUVtbh0cffRzz5i3I6dzm5v0JlS+V4cMbIEkSWloO5GuZlAqH9jRQKDmg3rE5HI6Ux+x2ciwYTC8ADh4koqG5eT9uuGEeXC4X3n33bfz1rxvx+ecHsXz5SlgsVMdXKmeffQ6eeOLpnM8TBAF+vx/19aekPFZfT8Tt0aOtCZbsFEpPoaKBQsmB+HZC5uSkTKmMY8eeB4eDx+zZ18PpJB4BkyZNQU1NDdavX4etW9/ApElT8r1kikngOK5H53UvZO0AQCtZlLxBRQOFkgNOpwsAUiK69cfU70nm/PMvwPnnX5By/Morv4f169dh166dVDSUGRMmdJ+LMmnSRbj//od69TMUhQjZ7iLEaQWLki+oaKBQcqB//1MBAO3tqc2OagNkun6H7lB9HUSRNquVG3PmzO328aFDT+/1z1CrVsFgOiEbSvgeCqW3UNFAoeSA2+3GgAED0dzclPJYc/N+nHJKP/TpU5/23KVLb0EkEsHy5YkjcJ9/fggAtJRPSvlwww3zCv4zXC433O6qDEL2OACk7XegUHoCrVlRKDkyefJU7N27B598EhcOLS0HsHv3TkydOi3jedXVNdi1awc+/HCPdiwajWLt2lVgWRZTp367kMumlDHDhzeiuXl/yvHm5iawLIszzjizBKuilCNUNFAoOXLttdehrq4Pli5diD/96Y9Yv34dbr11Aerr++Kaa64DAHR0tGPTpr/j44/3aufNm3cLqqo8+J//WYzVq1di48YNWLToJrz99lb893//CIMHDy3RM6KYncmTp+Do0VZs2/amdqy9vQ1vvLEZEydepDVEUii9hVEUJbvg+RjHj3cVai0Uimk4fPhLPPbYI9i5cwc4jsPo0WOwYMESbYth9+6dWLToJlx66XTcccfd2nmHDh3EqlW/w+7dOyBJMoYOPQ0zZ16DSy75bomeCcWoTJgwFlOmXJySPXH48Jf4+OO9+PrXz8CwYWcAAMLhMG644TocOfIlZs36AWpqavDnP29AZ2cnVq1aSwVpmdC3b+kD7ahooFAoFAOSSTT8/e8v4sEH78GcOXMTeiZOnOjAihXL8c472xCNRjBixEjMn78IZ5wxvNhLpxQIKhooFAqFQqFkhRFEA+1poFAqnHXr1uKyyzI3cCYTiUTwpz/9EbNmXYmLLroA118/C6+9ljmoi0KhlA9UNFAoFcw772zDmjW/z+mcFSuWYeXKR3H22edg0aKlqKmpw7333olNm/5eoFVSKBSjQLcnKJQKRFEU/OUvz+LRRx9BJBJBXV0fvPDCppOe98UX/8bs2TNw1VUzsWTJTwCQysMtt8zFkSNH8Je/vASrldq/UCiFgG5PUCiUkvCjH/0Xli17GOeeex7OPLMh6/O2bHkN0WgUV189UzvGsiyuvHIm2tvb8MEHOwuxXAqFYhCoaKBQKpBjx47i9tvvxK9/vTwni+Gmpn1wuVwYNGhwwvGGhobY46kGQxQKpXygdUQKpQLZuPHFHqUqHj9+HH37dh/BTKFQyhdaaaBQKpCexzAHYLenRjDbbDSCmUKpBKhooFAoWaMoStoIZvUYjWCmUMob+g6nUChZ43Q6M0QwB7XHKRRK+UJFA4VCyZp+/U6lEcwUSgVDRQOFQsma4cMb0NXlw5EjhxOONzWRmPDGxhGlWBaFQikSVDRQKJSsmTRpChiGwcaNG7RjkUgEzz//HPr2PQWjRo0p4eooFEqhoSOXFAolLaIoYuvWN1BXV4dzzx0HABg69DRcfvlVeO65ZyAIAkaMGIktWzbjo4/24u67H6BukBRKmUPf4RQKJS2dnSdw3313YdSoMZpoAIAlS25DbW0dXn75BWze/CoGDx6C++//X0yaNKWEq6VQKMWAZk9QKBQKhWICaPYEhUKhUCgU05BzpYFCoVAoFEplQisNFAqFQqFQsoKKBgqFQqFQKFlBRQOFQqFQKJSsoKKBQqFQKBRKVlDRQKFQKBQKJSuoaKBQKBQKhZIVVDRQKBQKhULJCioaKBQKhUKhZAUVDRQKhUKhULKCigYKhUKhUChZQUUDhUKhUCiUrKCigUKhUCgUSlZQ0UChUCgUCiUr/j/dn+7g9rLbawAAAABJRU5ErkJggg==\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "Eke = [1.1, 3.1, 25.1, 39.1]\n", "# betaPlot = BetaNormX.sel(Eke=Eke)\n", "betaPlot = BetaNormX.sel(Eke=Eke, Cont='SU', Total='SU').squeeze()\n", "\n", "# surfs = ep.sphFromBLMPlot(betaPlot, res = 50, pType = 'r', plotFlag = True, facetDim = 'Eke', backend = 'mpl', fnType = 'lg');\n", "surfs = ep.sphFromBLMPlot(betaPlot, res = 50, pType = 'r', plotFlag = True, facetDim = 'Eke', backend = 'mpl');" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Using lg betas (as passed).\n", "Plotting with mpl\n", "Data dims: ('Eke', 'Theta', 'Phi'), subplots on Eke\n" ] }, { "data": { "image/png": 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\n", 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\n", 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\n", 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Eke = [1.1, 25.1, 39.1]\n", "# betaPlot = BetaNormX.sel(Eke=Eke)\n", "betaPlot = BetaNormX.sel(Eke=Eke, Cont='PU', Total='PU').squeeze()\n", "surfs = ep.sphFromBLMPlot(betaPlot, res = 50, pType = 'r', plotFlag = True, facetDim = 'Eke', backend = 'mpl', fnType = 'lg');" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### With sym summation" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [], "source": [ "# Set parameters\n", "SFflag = False # Multiply matrix elements by SF?\n", "symSum = True # Sum over symmetries?\n", "phaseConvention = 'S'\n", "thres = 1e-4\n", "selDims = {'it':1, 'Type':'L'}\n", "thresDims = 'Eke'\n", "\n", "# Set terms for testing - NOTE ORDERING HERE may affect CG term!!!\n", "dlistMatE = ['lp', 'l', 'L', 'mp', 'm', 'M'] # Match published terms\n", "dlistP = ['p1', 'p2', 'L', 'mup', 'mu', 'M']\n", "# dlistMatE = ['l', 'lp', 'L', 'm', 'mp', 'M'] # Standard terms\n", "# dlistP = ['p1', 'p2', 'L', 'mu', 'mup', 'M']\n", "\n", "\n", "# Set matrix elements\n", "matE = dataSet[0].copy()\n", "\n", "# Calculate betas\n", "BetaNormXS, BetaNorm, BetaRaw, XSmatE, BetaNormX = lfblmXprod(matE, symSum = symSum, SFflag = SFflag, \n", " thres = thres, thresDims = thresDims, selDims = selDims, \n", " phaseConvention = phaseConvention,\n", " dlistMatE = dlistMatE, dlistP = dlistP)\n", "\n", "# Here BetaNormXS includes the correct normalisation term as per the original formalism, and XSmatE is the sum of the squared matrix elements, as used for the normalisation (== cross section without correct scaling).\n", "# BetaNorm is calculated only from the BLM CG formalism." ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plotThres = None\n", "\n", "# ep.util.matEleSelector(XSmatE, thres = plotThres, dims='Eke', sq=True, drop=True).real.plot.line(x='Eke');\n", "ep.util.matEleSelector(BetaNorm['XS'], thres = plotThres, dims='Eke', sq=True, drop=True).real.plot.line(x='Eke');" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ep.util.matEleSelector(BetaNormXS, thres = plotThres, dims='Eke', sq=True, drop=True).real.plot.line(x='Eke');" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "data": { "image/png": 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DDz/QsWNHpwyoKguenp4MGDCAmTNn8sUXX/DYY48Vut+cOXNISkqic+fOBAUF5Y1Av7hE5F9t2bIFk8l0yXkyL6es/0AprouP3F9++eVCuxucOXOGnj17snDhQl555RVNnSRO5frfQCKS59ChQ3mj2idMmJCvSHzkkUdo2bIl+/bt4+OPP8533Lhx47Barbz++uuFzhE4e/Zspk6dir+/f7FXNiltFx95O7MQuvhYe/DgwZfcZ+jQoYDzBh5dvN6ECRMwmUyXzLZkyZJ8xVNMTAz//e9/8fX1zZv79eabb8ZisfDBBx8QExOTt6/NZuOtt97i888/JzExsey+GCcYM2YMAQEBTJ48mRkzZhR4BL569WreeecdrFZrXiFfs2ZNOnfuzN69ewvMqzpjxgy2b99O586di7Xk5MW+uTk5OcX8ikpfdHQ0W7ZsISIigvbt2xe6T82aNenSpQvp6eksWLDAyQmlstOdTxE3kZ2dzdixY8nKyuK1117LN/ABcn/J/etf/2Lo0KFMnTqVG2+8MW/ASZMmTfjoo4945plneOyxx2jVqhVt27bF4XCwc+dO9u7di7+/P5MnTy5w3rL21ymTMjIyWLNmDQcPHqR69eqFPuK/0lRLAN27dy/SOvVbt27l5MmTtGvX7rKPpIcOHcrEiRNZsmQJSUlJeXNq7t+/n169epX6co0NGzakRYsW7N27l86dOxdYveoiPz8/7rvvPvr164e/vz9Lly4lNjaWt956K6/vZ926dXnhhReYMGECgwYN4qabbiIoKIjVq1dz5MgRbrzxxkveGS8L+/fv55577in0tdq1a/POO+8AfwxyGjp06BW/P8PCwvj888955JFHePXVV/nyyy/p1KkTVquV/fv3s2XLFjw8PBg/fnzeHWGAN998k7vuuos33niDxYsX06RJEw4ePMi6desIDw/nrbfeKtbXGBISgqenJ5s2bWL8+PH07t37kgObnOXnn3/GMAwGDx582Tuzw4YNY/369cyYMYMRI0Y4MaFUdio+RdzE//3f/3HgwAFuvPHGAtPBXNSwYUOefvpp3n33XV566SXmzJmTN4XKDTfcwIIFC/j2229Zu3Ytc+fOJT09nYiICEaNGsWDDz5YrDs7JfXXwUs+Pj7UqlWLBx54gIceeogqVaoUOCYqKuqKfUEDAgKKVHxevOt5peKrevXqdO3aNe/f8J577skbKBIREVEma4X379+fvXv3FjrQ6KKbb76Z2rVr89lnn5GYmEizZs1455136NGjR7797r//furXr8/nn3/O4sWLcTgcREZG8vLLL3PXXXcVGEVfllJSUi45eOnPI9YvDnLq1KnTVf1x1Lp1a3755Rd++OEHli5dyqJFi0hJSSE8PJzbbruNBx54gAYNGuQ7pm7dusyaNYuPPvqIlStXsmXLFsLDw7nnnnt47LHHCv0+vBqenp78/e9/Z+LEiXz33XcEBAS4vPi82u/1Pn36EBgYyK5du0q8YplIUZiM4g7bExGpRJ544gn69++fNx9oaRo7dizLli1j7dq1Bfrebdq0iVGjRjFq1Cj+9re/lfq13cWQIUN4/fXXNfjlCk6fPk3Pnj3p2bNnge43rlJZvkel9KjPp4jIFVy4cIEtW7bQtGnTUj/3gQMHWLx4cYHlNCuTQ4cOcfz4cerXr+/qKCLiBHrsLiJyBT///DOPP/54sUZDX8qnn37KvHnzOHLkCGaz2SnzirqrmTNn8s477xAUFOTqKOXG0aNHmTRpkssm/IfcPr1Lly694qIEIn+l4lNE5AouNUl3SYSHh3P69GmqV6/OuHHjirVeeUUxbtw4V0cod44dO8bkyZNdNuE/5BafV7Mghchfqc+niIiIiDiN+nyKiIiIiNOo+BQRERERp1HxKSIiIiJOo+JTRERERJxGxaeIiIiIOI2mWnJTMTEpZXLekBBfABIS0svk/FI8ahf3ozZxT2oX96M2cU/OapeqVQOKfIzufIqIiIiI06j4FBERERGnUfEpIiIiIk6j4lNEREREnEbFp4iIiIg4jYpPEREREXEaTbUkIiIi5ZphGGRlZZKZmYbNlgMYro7kcklJuSVeTo6tiEeasFo98Pb2w8vLG5PJVOrZVHyKiIhIuWUYBikpiaSnJwNgNlsxm0u/YCpvbDZ7sY5zOBxkZqaRmZmGr28gAQHBpV6AqvgUERGRcisrK5P09GQ8PLwICgrDalVpA2Cx5PastNsdRT7WZsshKSmO9PRkvLy88fLyKdVs6vMpIiIi5VZmZhqACs9SZLV6EBQUBkBGRlqpn1/Fp4iIiJRbNlsOZrNVhWcps1qtmM3W3/vQli4VnyIiIlKOGerjWUZy+3qW/uAtFZ8iIiIiUkAZDHQHVHxWStkxp8hc/y32hDOujiIiIiKVjIrPSmj7mmmsPLWWFVu+cHUUERERqWTUO7cSWksK26sGEGpPoperw4iIiEilouKzEqriFQCZqSSZDex2GxaLvg1ERESuxoEDUfz88yx27tzO+fPnsFis1K/fgN69+3HLLcOcOup+yZJFNG/ekoiIWk67ZmnQY/dKqKpf7txddpOJxKTTLk4jIiLi/hwOB59++gkPPXQPixb9Qp069Rg2bAQ9e/bmwoXzvP/+v3n22cfJysp0Sp6PP57IP/7xKunppT8PZ1nTLa9KKDyoOsTtBiA28RRVQuu6NpCIiIibmzbtc7788lNatGjF22//i6pVw/Ney87OZsKEt1i8eCHvvPMP3nxzfJnnSUiIL/NrlBXd+ayEwkPr5H0cn6wR7yIiIpdz8uQJvvzyU4KDQ3j33Yn5Ck8AT09PXnnldapXr8GKFUs5fvyYi5KWD7rzWQmFV62X93FceqwLk4iIiLi/RYt+wWazceutIwgICCh0H6vVypgxL5KUlEhQUHC+15YtW8zMmdM5dOggJpOJBg0acdttt9OrV998+113XQf69x/EzTcPZcqUjzhwYD8Wi5VOnbrw2GNPUaNGTQBuu20w586dBeD++++ievUazJw5r/S/8DKi4rMS8vUNws9ukGYxkZCV5Oo4IiIibm3jxvUAdOp07WX369ate4Ftkyd/wPTp31ClShV69+4HwPr1a3jjjb9x8OABHn/86Xz7HzwYxdNPP0rr1m0ZOvQ29u3by/LlSzh48ADffTcTs9nMiBEjWbBgPocPH+SWW4ZRp07d0vlCnUTFZyUVYlhIw0Gcrfx1VBYREXGmmJgLAERG1i7Scb/9toPp07+hceMmvPfeZEJCQgBISEjgmWce5bvvptG163W0bXtN3jFHjhzm8cef5s47RwFgGAZjxz7F5s0b2bFjG+3bd2TEiDs5dOgghw8fZMiQW2nUqEkpfaXOoT6flVSk2Zc6GdnUyMpxdRQRERG3lpqaAoCvr2+RjluwIPdR+BNPPJtXeAKEhITw6KNPAfDLL3PzHePl5cXw4SPzPjeZTHTp0hWAU6dOFD28G9Kdz0rqNv/G5BxdBBYrhuHAZNLfISIiIoUJDAwiLi6WlJSUfEXklRw6dBCz2Uzr1m0LvHZx2+HDB/Ntr169Bh4eHvm2+fn5A5CdXTFuGKniqKTM/lVyP7DbMDKSXRtGRETEjdWsGQFAdPSpy+6XmppKbOwfA3nT09Pw9PQsUEwC+Pv74+3tTWZm/nlBPTw8C+xrMpl+/8goYnL3pOKzkjIHhOV9bKRoxLuIiMildO6cO9Bo8+aNl91v7tzZDBnSj//9779A7mP6zMxMUlNTC+yblZVFVlZWgZHxlYGKz0rK4RfCKS8ru/28OBuv+chEREQupXfvfnh4eDB79o+FFpIAmZmZzJ07B4COHTsD0LBhYyB34NFf7dq1E8MwqFevfrEy/XE3tPxR8VlJ2XwD+SgylG9rBLEr8bCr44iIiLitiIhajBhxJ4mJiYwd+1S+R+uQ+7j9H/94ldOnT9KtW/e80esDBgwGYMqUySQkJOTtn5CQwMcffwhA374DipXJYskdtpOTU/76gWrAUSXl6xuKj90gw2IiPivR1XFERETc2iOPPE5CQjwLFsxjxIibufbabkRERBIbG8PmzRtJTEygVas2vPrqm3nHtG17Dbfffhc//PAt9913B127Xg/kzvMZFxfLXXfdm2+apaKoWrUqkDuPaIcOnXjggUdK/kU6iYrPSizEMJOBQUKO5voUERG5HIvFwiuvvE6vXn2ZM2cWhw8fYsOG9VitVho0aMhDDz3K4MFDsFgs+Y576qkxNGnSlFmzfmTJkoVYrVYaNmzMc8+9SI8eNxU7z7BhI9i9+zd++20nx48f44477i7yVFCuYjIMo2IMnapgYmJSyuS8ISG535gJCen8d+nf2WPOJNwGr/f5d5lcT67On9tF3IPaxD2pXdyPq9skNvYMAGFhNV1yfXdlseT2rLTbHcU+x9X821atWvhyo5ejPp+VWIhH7rxhCWYDh6P435wiIiIiV0vFZyVWxTt3otwcs4mU1PMuTiMiIiKVgYrPSizUPzzv47j4irFkl4iIiLg3FZ+VWJXAiLyP41LOujCJiIiIVBYqPoEpU6bQrVu3Ih2zfPlyRowYQZs2bejRowevv/46SUlJZZSwbFQNrYvZMAjJsWPPKF/ZRUREpHyq9MXnihUrmDhxYpGOmTNnDo8//jgWi4WXX36Zvn37MnPmTB577DHsdnsZJS19Pj6hvHUyhZdOxNE2x3LlA0RERERKqNLO82kYBt988w0TJkzAZrNd9XHJycm88847tGvXjq+++gpPT08Aatasyfjx41m3bh3XX399WcUuVWazGY+AMBzxp3FofXcRERFxgkpbfI4YMYJdu3Zx/fXXExcXx/nzVzfae/HixSQnJzNmzJi8whPg5ptvJiEhgYCAos935Uom/zCIP42REufqKCIiIlIJVNrH7mfPnuXtt99m6tSp+Pn5XfVx27Ztw9fXl2uuyV0OKzs7m+zsbEJDQxkzZgzt2rUrq8hlwz+UZIuZY9kJmutTREREylylvfO5fPnyfHcur9axY8cIDw8nKiqKf/7zn2zfvh2z2UyPHj144403qFatWqnku7hiRGm7uOLBxfMv98lhVr0wAP5rTScoKPySx0rZ+Wu7iOupTdyT2sX9uLpNkpKs2Gz2vBySy2TK/X9J/l1MJhNWq6XU27bStlRxCk/I7fOZlpbGvffeS8OGDZk4cSKPP/44a9euZdSoUaSlla910qsG/FFsno896sIkIiIiUhlU2jufxZWdnU1MTAyPPPIIY8eOBaBPnz5ERETw8ssv8+OPP3L//feX+DpltUbuX9fg9ff6o/g8ceYYVUNbl8l15fJcvTayFKQ2cU9qF/fj6jbJyckdNFySNcwrotJY290wDHJybJdtW63t7gQ+Pj5A7oClPxs8eDBWq5VNmza5IlaxhYbWyfs4Pu2CC5OIiIhIcRw7dpTrrutAjx6diYsrOHvNO++8wXXXdSArKwuAzz6bwnXXdeDEieNOTpqrxMXnqFGjmDNnzmX3+frrr+nXr19JL+UWLvbpDA0NzbfdarUSFBRU7h67B/iF4+EwAIjPTHBxGhERESmqX39dgI+PD3a7nUWLfnF1nCsqcvGZmZlJamoqqamppKSksHnzZo4dO5a37a//xcfHs27dOs6cOVMW+Z2uZcuWABw5ciTf9rS0NOLj46lRo4YrYhWb2Wwm1JHbKzk+J9XFaURERKQoDMNgyZJFdOrUhbp16/PLL3NdHemKitznc9asWbz99tv5tk2dOpWpU6de9rg2bdoU9VJuadCgQUyZMoUpU6YwefJkTL8PJ/vyyy8xDIM+ffq4OGHRhZi8OE8W8Y4sV0cRERGRIti5czvnz5/j9tvvIiIiku++m8bu3b/Rtq37Tv1Y5OJz5MiRbNmyhbi43EnJt27dSo0aNYiIiCiwr8lkwsPDg/DwcB577LGSp3Wy9PR0lixZQlhYWN7a7w0bNuThhx9mypQpPPTQQ/Tu3Zt9+/bx448/0qNHD3r16uXi1EUX6uEHjiwSzOqsLSIiUp78+usCANq370hGRgbffTeNX36ZW7GKT7PZzAcffJD3edOmTRk2bBhPPvlkaeZyC/Hx8bz44ot06tQpr/gEeO6554iMjGTatGm88847VKlShUceeaTc/huEegVBRjw5JshIT8DHN8TVkURERErNhrNb2XR262X3qeVfk9sa35z3+amUM8w6dOVH2M9e82i+zz/Y/skVj7m10c1EBtS84n5Xkp2dzcqVy4mIqEWDBg0xDIOqVcNZvnwpzz33Yt4gaXdT4qmWoqKiSiOHS3399deFbq9VqxYHDhwo9LXhw4czfPjwsozlNNdWaUHrNVvwtzvwbJsKKj5FRKQCic+I51Bi0eayzrBlFPkY4KqOybBlFPm8hVm3bjWpqSncfPNQIPeJc48eNzJz5g8sX76EgQNvvsIZXMOpxWfTpk1LejkpAwHBEVh+nwfMSImFKpEuTiQiIlJ6Qn1CaRRc/7L71PLPfyfSx+pzxWMKczXH+FhL547kxUfuN9xwU962Hj1uYubMH5g//+eKW3wOGTIkb9DNlezfv7+kl5MyYPKvkvexI7Xg/GAiIiLl2bU1OnBtjQ5FOiYyoGaBR+pXozjHFEdychKbNm0gODiEkJBQzp7NnVUoPLwa/v4B7Ny5g1OnTlKzZi2n5CmKMis+MzIyOHnyJPv27aNDhw707t27pJeSMmLyCQKLB3Z7DmnJ5ynewqMiIiLiLMuWLSEnJ4fExASGDy/8Duf8+T/zyCNPODnZlZW4+JwwYcJlX1+5ciVPPfUUDz/8cEkvJWXEZDLxaUQIRz0MWqQfwjl/s4mIiEhxLV6c+8j9hRdeISQk/8I3ycmJTJjwNgsWzOfBB93vt3qZr+1+ww03cNNNNzF58mR69OhR1peTYjJbPHGYsom3a65PERERdxYdfZrdu3fRtGlzbrllWKH7LFr0Czt37mDz5g1OTndlTlnbPTIykkOHDjnjUlJMoVZfABJMdhcnERERkctZvHghAIMHD7nkPsOGjQBwyxWPyrz4zMrKYtWqVQQEBJT1paQEQr2CAEi3mMjMTHJxGhEREbmUxYsX4uPjQ+/efS+5z4033kSVKmGsW7eGpKRE54W7CiV+7D5+/PhCtxuGQXp6Ohs3biQ6Opq77767pJeSMlTFrypkngAgNu4EtSJauziRiIiIFOb772dfcR+r1YP58xdjtxdcvfDBB0fz4IOjyyLaVSlx8fnVV19d9nWLxULv3r159tlnS3opKUOhATUgd8VU4pJPqfgUERGRMlHi4nPatGmFbr+4rnvt2rUJDQ0tdB9xH2EhdeB47sdxqRdcmkVEREQqrhIXn506dSqNHOJiQUE1sRgGdpOJuIx4V8cRERGRCqrUplo6ffo0c+bM4cCBA2RkZBAcHEzjxo3p378/kZFartHdWcxWgu0m4qyQkJPi6jgiIiJSQZVK8fn999/zzjvvYLPZCrw2adIk/va3v3HHHXeUxqWkDI2wB2E5e4ywID9XRxEREREXMwy4yhXUi6TExef69et58803CQsL49FHH6V9+/aEh4eTnJzMli1b+Oijj3jzzTdp0KABHTt2LI3MUkYa+lYnJ+sQppQ4V0cRERG5SiYcjoIjuqXkDMPAZCr9WTlLXHx++umnBAQE8P3331Or1h+L14eGhlK3bl26dOnCrbfeymeffabi082ZAsIAMDKSMWzZmKxa5V1ERNyb1epBZmYaNpsNq7XMF26sNGy2HBwOG56epf80tMTl7K5du+jZs2e+wvPPIiMj6dmzJzt37izppaSMmf3D8j52pMa6MImIiMjV8fbOLY6SkmIL7f4nRWez5ZCUlPsU1Men9IvPEv+JkJOTg6+v72X38fX1JTMzs6SXkjJ2wdPKtxHBJHhYuOvcbloG13R1JBERkcvy8vLG1zeQ9PRkYmOjMZutmEymMumrWJ6Yfv8HMAzjqo8xjNz9HY7cIt7XNxBPT+9Sz1bi4rN+/fqsWbOGzMxMvL0LBszIyGD16tXUq1evpJeSMuYVUJUTPrmP2mNTz7k4jYiIyJWZTCYCAoLx8vImIyMNmy0HuPqCq6KyWi0A5ORc/d1gkwlMJjOenn74+Pjh6emdV8SWaraSnmD48OG8+eabPP3007z++utERETkvXb48GHeeecdTp8+zauvvlrSS0kZCw6qhdkwcJhMxGVo0JGIiJQPJpMJLy8fvLx8XB3FbYSE5D6VTkhId3GSgkpcfI4cOZJNmzbx66+/0qtXL6pVq0ZAQAAXLlwgOTkZwzDo06cPd911V2nklTJktXoS5IAEC8Rna65PERERKX0lLj5NJhMffPABP//8Mz/99BNRUVHExsbi5+dHp06dGDp0KEOGDCmFqOIMoXiQgI0Eh/roioiISOkrlTkJTCYTQ4YMUZFZAYRYfIAU4tGIQRERESl9pT9zqJRroZ5BAKRYTGTnZLg4jYiIiFQ0Tik+ly5dyrhx45xxKSmhKr5/zPUZH3/cdUFERESkQnJK8RkVFcWcOXOccSkpoSoB1fM+jk087cIkIiIiUhE5ZR2qXr165ZuCSdxXzdAGDN6eQkiOnZrVXJ1GREREKhqnFJ9NmzaladOmzriUlFBgSATdkjPBMPBMT3Z1HBEREalgNOBI8jGZrZh8QwBwpGh9dxERESldpXbnc86cOcybN4+oqChSUlIICQmhTZs23HrrrfTo0aO0LiNOYA4Iw54Wj5GqVY5ERESkdJW4+MzOzmb06NFs3LgRwzAICgqidu3aJCcns3jxYpYsWcKQIUMYP358aeQVJ9jp78mu6oHYrPE86eowIiIiUqGUuPj8+OOP2bBhA7179+bFF18kMjIy77Xo6GgmTJjAnDlzaNGiBXfffXdJLydOcMHTym5/b0yGgc2WhdXq5epIIiIiUkGUuM/nvHnzaN68OR9++GG+whMgIiKC999/n0aNGjF9+vSSXkqcJNSnCgCGyUR8wkkXpxEREZGKpMTFZ2xsLF26dMFsLvxUVquVa6+9ltOnNWdkeVHF/4+5PuMST7kwiYiIiFQ0JS4+GzVqxJ49ey67z+HDh6lbt25JLyVOUiW4Vt7HcSnnXJhEREREKpoSF58vvPACO3bs4O233yYlJaXA6//73//YvHkzr7zySkkvJU4SGlo37+O4dE23JCIiIqWnxAOOZs2aRd26dfn222/56aefaNKkCdWqVSMzM5O9e/cSExODn59fgdHuJpOJ2bNnl/TyUgY8PXwItBskW0zEZye5Oo6IiIhUICUuPufOnZv3cVpaGtu3by+wT2pqKvv378+3zWQylfTSUoZCsJKMnQR7hqujiIiISAVS4uIzKiqqNHKImwk1e3OCNOLJcXUUERERqUCcsra7lD8tvasReG43VXIMDIcdk9ni6kgiIiJSAZRa8Xnq1ClOnDhBdnY2hmEUuk/Pnj1L63JSxq4JaUKLvRsBMNITMflXcXEiERERqQhKXHwmJCQwduxYNmzYcMl9DMPAZDIV6Pcp7ssc8Eex6UiJxaziU0REREpBiYvP//u//2P9+vU0atSIa6+9loCAAA0mqgBMAWF5HxspsVCjiQvTiIiISEVR4uJz2bJlNG/enBkzZmCxqF9gRWHyq8LaIB8SPCw0iI+iM91cHUlEREQqgBIXn2lpaXTr1k2FZwVj9vBiZag/qRYTORnn6OzqQCIiIlIhlHiFo8aNG3P06NHSyCJuJsTI/YMi3pbu4iQiIiJSUZS4+HzsscdYuXIlixcvLo084kZCLd4AxJHt4iQiIiJSUZT4sfu+ffto0qQJzzzzDJGRkdStWxdPT88C+5lMJiZNmlTSy4kT1fQJ47fMkyRYTCQlnyUosIarI4mIiEg5V+Lic/LkyXkfnzx5kpMnTxa6n0bAlz/1w5rB6dz2PHJqC9e0uNnFiURERKS8K5XR7lIx1a/dAfOpRThMJo7GH+IaVwcSERGRcq/ExWdERERp5BA35O0dRA27mWirwbHMWFfHERERkQqgyMVnVFQUVatWpUqVKnmfX62mTZsW9XLiYvU8Q4l2xHHaZCM7JwNPDx9XRxIREZFyrMjF55AhQ3jyySd58skn8z6/2v6cWl6z/GlWpTEpR1dQOzMHW+xxPGs0c3UkERERKceKXHwOHTqUZs3+KECKUnxK+dO6bncabPgZAGvMCVDxKSIiIiVQ5OJz/Pjx+T6fMGFCqYVxlSlTpjBt2jTWrVtX5GNtNhsjRowgMTGR5cuXl0E61zL5V8HkF4KRloD93CFo3c/VkURERKQcK/Ek8+XdihUrmDhxYrGP//TTT9m7d28pJnIvJpMJS7WGANjPH8YwDBcnEhERkfLMKcXnmTNn2LJlizMuddUMw+Drr7/mySefxGazFeschw8f5qOPPsLDw6OU07mX5LBarAjx5YtgiIk95Oo4IiIiUo6VeKqlqzF79mw++ugjtxpwNGLECHbt2sX1119PXFwc58+fL9LxdrudV155hWuvvZbExERiYyvuVERpwdX4tYo/AEeidxBetbGLE4mIiEh55ZQ7nxEREXTo0MEZl7pqZ8+e5e2332bq1Kn4+fkV+fgvvviCw4cP849//KMM0rmX2rXa4eHIfdx+JPGYi9OIiIhIeeaUO59Dhw5l6NChzrjUVVu+fHmha9BfjWPHjjFx4kRefvllatSo+OudW61eRBoeHMXG8ewEV8cRERGRcswpxac7Km7h6XA4eOWVV2jdujUjR44s5VR/CAnxLZPzWizmYp2/kX81jmZEc87iwMMjA3//KmURr9IqbrtI2VGbuCe1i/tRm7gnd26XYj92z8nJYceOHaxbt+6K/SWPHTtWYdaAnzZtGvv27ePtt9+uVPObNqmeO7+nYTKx/8hGF6cRERGR8qpYdz5//fVX3nzzTeLj4/O29ejRg9dee63Qtd5/+eUXtxtwVBynTp3igw8+4N577yUwMDDv67fZbDgcDuLj4/Hw8CAgIKDE10pISC/xOQpz8S+gop4/IqwdHFsKwN6Tu2lY+8ZSz1aZFbddpOyoTdyT2sX9qE3ck7PapWrVotc8RS4+N2/ezJgxY/D29ubWW2/F09OTVatWsXLlSnbs2MHkyZPp2LFjkYOUB1u2bCEjI4MpU6YwZcqUAq9fe+21dOrUia+//toF6cqWf0BVwm1wwQrHMoo2M4CIiIjIRUUuPj/55BO8vb2ZNWsW9erVA3IfwU+ZMoWPPvqIhx9+mE8++YQuXbqUelhXu+666/jiiy8KbH/77bdJSkriP//5D4GBgS5I5hx1PYK4YCRxwpSN3W7DYqm0XYZFRESkmIpcPezatYt+/frlFZ4AHh4ePPnkk9SqVYtXXnmFJ554gi+//JJWrVqValhXCw8PJzw8vMB2f39/MjMz6dq1qwtSOU+bkMZ4HF1FnYwc7AmnsITVu/JBIiIiIn9S5AFH2dnZl7y7N2TIEN544w3S0tJ45JFHOHr0aIkDulJ6ejo///xzsdZ8r4ha1e3G4NhUWqdlwQXN9ykiIiJFV+TiMzIykg0bNuBwOAp9fcSIETzxxBMkJCTw4IMPcurUqRKHdJX4+HhefPFFPvnkE1dHcQvmoBrglTshv/2cltkUERGRoivyY/fBgwfzwQcfMGbMGJ5++mnq1q2LxWLJt89TTz1FTEwMP/74IyNGjKBp06alFrgsXGqAUK1atThw4MAVj//xxx9LO5JbMplMWKo1xH7yN+znD7s6joiIiJRDRb7z+eCDD9KtWzd+/fVXBg0axEcffVTofm+++Sb33nsvCQkJbNyoeSEripiqNZkb5s/EIBsJieX3rraIiIi4RpGLTw8PDz799FPee+89+vbte9m7muPGjeOjjz6iYcOGGIZRoqDiHjKCq7E+2Jdobw+OnNrq6jgiIiJSzhRrrhyTycTAgQMZOHDgFfft2bMnPXv25MyZM8W5lLiZerU6Yj7+Cw6TiSPxh+ng6kAiIiJSrhR7ec2rtWHDBp577jn69+9f1pcSJ/Dy8iPCntvH93hWnIvTiIiISHlTJrOEnz9/ntmzZzNr1iyio6MxDAOzuczrXHGSel5VOGWPIdpiJysrDa/fR8CLiIiIXEmpFZ8Oh4Ply5czc+ZM1q5di91uxzAM6tSpw7BhwxgyZEhpXUpcrH5oQ1bHxGA3mTh+ehtNGlzv6kgiIiJSTpS4+Dxx4gQzZ87kp59+Ii4uLm9gUcuWLRk3bhzt27cvcUhxLw1rtYeYDQAcubBXxaeIiIhctWIVn9nZ2SxatIgZM2awdetWDMPAarXSo0cPBg8ezNixY2nZsqUKzwoqJKQ2IXaDBIuJY2lnXR1HREREypEiF59vvfUW8+fPJykpCbPZTIcOHRg4cCD9+vUjODgYgLFjx5Z2TnEzdS0BJJDKcSMDh8OhPr0iIiJyVYpcfH777bf4+Pjw5JNPcscddxAWFlYWucTNdQxuRLXDa6ibmYMj6TzmkBqujiQiIiLlQJFvV9WrV4+MjAw+/vhjHn74Yd577z32799fFtnEjbWs3ZUbEtOpm5mDcUFLbYqIiMjVKXLxuXDhQmbMmMHIkSM5d+4c//vf/xg2bBj9+vVj8uTJHDt2rCxyipsxh9YCD28A7OcPuTiNiIiIlBfF6qjXqlUrXnvtNdasWcPkyZPp1asXZ86cYfLkyQwYMACTycSJEyc4f/58aecVN2EyW7CENwDAfl53PkVEROTqlGiqJavVSq9evejVqxfJycn88ssv/Pzzz+zcuZMNGzZw44030qFDB26++Wb69euHv79/aeUWN3CqSjVW2E5x0juLv6XG4Odf1dWRRERExM2V2hDlwMBARo4cyfTp01m8eDGPPfYYNWrUYPPmzbz22mtcd911pXUpcRPZwdXYHeBNkoeFw6e2uDqOiIiIlANlMj9O7dq1eeaZZ1i2bBnffPMNw4YNw8PDI+/11NRUzpw5UxaXFidqULsjpt8XFTgad9DFaURERKQ8KPPJGTt06MA777zDunXr8rZ9+eWX9OzZs6wvLWXM1zeUavbcb6FjGRdcnEZERETKA6fNDO7p6emsS4kT1fMMBuCkKQebLcu1YURERMTtaVkaKZH6QfUAyDGbOHXmNxenEREREXen4lNKpEHENXkfHzm324VJREREpDxQ8SklUjWsIf723EFHx1JOuTiNiIiIuDsVn1IiZrOZuiZfAE7Y0zB+H/0uIiIiUpgSTTIvAtApqBGNjqylRVoWjoTTWEIjXR1JRERE3JTufEqJtWvSh87JmfjbDWxHNdm8iIiIXJqKTykxc2A45rC6ANiObtGjdxEREbkkFZ9SKqz1OwKQknyO5JhDLk4jIiIi7krFp5SOuu34vEYQ79QLY8XBha5OIyIiIm6qyAOO5syZQ9++ffHx8Sn2RTt16lTsY8U9eQXXJM3LB4fJwW/p0dzscGA2628bERERya/I1cHLL79Mt27deOWVV9i6dWuxLtqpUyeefPLJYh0r7qtdQF0ALlgh+qxWOxIREZGCilx83nvvvfj7+zN79mzuueceevXqxeTJkzl9+nRZ5JNypH3Dnnkfbzu22oVJRERExF0VufgcN24cq1at4osvvmDIkCEkJSUxefJk+vTpw6hRo/jpp59IT08vi6zi5sKrNqKWLfdbamd6NA6Hw8WJRERExN2YjBLOi5Odnc2KFSuYN28eq1evJicnB29vb/r168fQoUPVv7OYYmJSyuS8ISG5qxElJJTNHwgLN3zC/IyjALzcZCSREe3K5DoVTVm3ixSd2sQ9qV3cj9rEPTmrXapWDSjyMSVe4cjT05O+ffvSt29fUlNTWbhwIfPmzePnn39mzpw51KhRg6FDhzJkyBAiI7XyTUXXvmFP5u/OLT63HVul4lNERETyKdXhyP7+/gwfPpxp06axcuVK/va3vxEZGcknn3xC3759S/NS4qbyP3o/o0fvIiIikk+ZzoVjNpuxWq2YzWatelOJtA2oi8UwqJKVRUbsMVfHERERETdS4sfufxYfH8+vv/7KggUL2LZtGw6Hg/DwcEaNGsXQoUNL81Lixro3GUj72X/Hx2FgPbETwhu4OpKIiIi4iRIXn8nJySxevJiFCxeyadMmbDYb3t7e9O/fnyFDhtCtWzdNNl7J+IdGYqpSF0fMMWxHt+DZYRgmk8nVsURERMQNFKv4TEtLY+nSpSxcuJB169Zhs9kAaN++Pbfccgv9+/fH39+/VINK+WKt15HsmGM4ks7hiD+NpYoGm4mIiEgxis+nnnqK1atXk52djWEYREZGcsstt3DLLbdoNLvk8ajfkbhtM9nj74XPgV/o3vVRV0cSERERN1Dk4nPJkiX4+/szePBghgwZQocOHcoil5Rz5sCqfB0Zzkmrg7DUo3TTWu8iIiJCMYrP9957j169euHl5VUWeaQCaRNYl5PpR4m1wukzv1G7lub8FBERqeyKfCtq4MCBhRaeNpuNVatWMWXKFP71r38BcODAAU6dOlXylFIuXdPgj7Xetx9f5cIkIiIi4i5K5Tnopk2b6NWrF48++ijvv/8+X375JQALFy6kX79+fPbZZ6VxGSlnwqs2IvL3Ced3aMJ5ERERoRSKz/379/PII4+QkZHB6NGj6dOnT95rbdq0ISwsjHfffZfly5eX9FJSDrUNrAuQ9+hdREREKrcSF58TJ07Ey8uL2bNn8+yzz9K4ceO812688UZmzJhBUFAQX3zxRUkvJeWQHr2LiIjIn5W4+Ny2bRv9+vUjIiKi0NfDw8Pp378/hw4dKumlpBzSo3cRERH5sxKvcJSVlYWvr+9l97FYLGRlZV12nyeffLKkUQAwmUxMmjSpVM4lpaNtYF1O5Y1630ntWte4OpKIiIi4SImLzwYNGrBu3Tocl5jHMScnh7Vr11KvXr3Lnmfp0qUljQKgZRzdUPsGvTi+YSKtUrMI8T8MKj5FREQqrRIXn8OHD+cf//gHL7/8MuPGjcv3WlxcHG+++SYnTpzgb3/72xXPde+99zJq1KhiZ/nyyy/55ptvin28lI2qVRtyj70KjtRjmI5tx+g4XH8kiIiIVFIlLj5HjhzJjh07mDt3LvPmzcubA/Smm27i3LlzOBwOevXqxV133XXFcwUEBFyy7+jVCAoKwjCMYh8vZcejfkeyYo5hJJ3DEX8KS5Xaro4kIiIiLlDi4hPg3//+NzfeeCMzZ85k37592Gw2UlNTad++PUOHDmXYsGFXPMe0adNKVHgCDB06lE6dOpXoHFI2rPU7krXpRwDSjmwkUMWniIhIpVQqxSdA//796d+/f7GPv1TRaBgGW7duJSoqivT0dIKCgmjRogWtWrUqsG9ERESJC1gpG+aAquyqGckacyqZiVv5u+M2rfUuIiJSCZVa8VkWVq1axT/+8Q/Onj2b9zj9Yl/BRo0aMWHCBJo3b+7KiFIEKWERnEo/CsCR4+tpVP86FycSERERZ3Pb4nPz5s08/vjjeHp6MmLECFq3bo2fnx8XLlxgx44d/Prrr4waNYrp06fTsGFDV8eVq9C56UAWbJuI3WRiydHFKj5FREQqIbctPidPnoynpyfff/89TZs2zffaqFGj2Lp1K/fffz/vvfce//3vf0t0rSlTpjBt2jTWrVt3VfunpqYyceJEFi9eTGxsLCEhIfTu3ZsxY8YQEBBQoiwVWUhwJO3NwWw2kthrziT67B4iarR0dSwRERFxoiIXn+PHjy/WhUwmEy+//PJV779792769etXoPC8qEOHDvTt25cVK1YUK89FK1asYOLEiQQHB1/V/oZh8Pjjj7NlyxaGDx9O8+bNiYqKYvr06fz22298//33eHp6lihTRdan2VC27P0Cw2Ri8f453K/iU0REpFIpcvG5ePFizp07B1CkaY2KWnz6+Pjg5+d32X3CwsKwWot389YwDL755hsmTJiAzWa76uMWLVrEpk2bePXVV7nnnnvytjdp0oQ33niDuXPncttttxUrU2VQo3pzWu7xZbcpgx1GEjfHH6dKaF1XxxIREREnKXLltmDBAsaOHcvy5cvp1q0bo0ePLotcDBo0iLlz5/Lggw9So0aNAq8nJCSwYMEC+vbtW6zzjxgxgl27dnH99dcTFxfH+fPnr+q4jRs3AhSYPmrQoEG88cYbbN++XcXnFfRp2I/dR3/CbjKxbM8MRlz/gqsjiYiIiJMUufj08fFh0qRJPPzww6xfv55Ro0bRo0ePEgdZtmxZvs/btm3LggULGDJkCPfeey/t2rUjLCyM5ORkdu/ezddff42Pjw+33HJLsa539uxZ3n77bW677bYirao0ZswY7rjjjgJ3ZePj4wGKfSe2Mqlf91oaHJrHEYuNDdkXGJASg39AVVfHEhEREScwGcVcEigpKYn+/fvj6+vLggULStzPsWnTpgWWXPxztEu9ZjKZ2L9/f5Gvl52dnZf5nnvu4ejRo1c94Kgwb731Ft988w3vvvsugwcPLvZ5LrLZ7CU+R2Eslty5Ne12R5mc/2pt2Tmfjw8toHNSBjc37UvN6+5waR5Xc5d2kT+oTdyT2sX9qE3ck7PaxWq1FP2Y4l4sKCiIV155hR9++IEdO3bQuXPn4p4KgCeeeMKp632X5qCglStX8t1331GvXj369etXauetyNq3HsBrO1ZhjYvFsWMpjs5DMXt4uTqWiIiIlLFi3/msSEpy53PDhg089thjmM1mvv32W5o1a1YqmWJiUkrlPH8VEuILQEJCepmcvyhyDm8kc/knAHh1uxvPFr1cnMh13KldJJfaxD2pXdyP2sQ9OatdqlYt+hSTWt+wBBYvXswjjzwCwMcff1xqhWdlYa3fEdPvfT1Tdi/CZst2cSIREREpa24zOqYog37+zGQy8dVXX5VymiubMWMGr7/+Oj4+PkydOpX27ds7PUN5ZzJbcLTqzZKon1kfBMP3/kyXNsNdHUtERETKkFOKz6ioKKKiohgyZMgl99m8eXNen8+izh/qbD///DOvvfYaISEhfPbZZ1pfvgS8GnVj89klZFpMLD2/lU6OWzGbdUNeRESkonJK8bl06VI++uijyxafQUFBJCUl4evry0033US/fv3o2LGj2xUihw4d4tVXXyUoKIhvvvmGBg0auDpSuebl5Ud3v7oszDzBWavB3oOLadVUg7ZEREQqKqcUn02bNr1s4Qmwfv16Nm7cyK+//srSpUv55ZdfCA0NpU+fPvTr149OnTo5/S5neno6S5YsISwsjG7dugHwwQcfkJ2dTd++fdmzZw979uzJd0xERAQdOnRwas7y7sY2t7Nsw7/INptYfGq1ik8REZEKzC1HuzscDjZt2pRXiMbGxhIaGkrv3r3p168fnTt3LtU7opca7X769Gl69uxJp06d+Prrr4HcNeVTUi49En3AgAG8//77Jc5UGUa7/9mPq99lle0CAGPqD6Fh3a4uTuRc7toulZnaxD2pXdyP2sQ9ufNod7csPv/MMAy2bt3Kr7/+ypIlSzh//jwhISF5hWiXLl3c7tF8aahsxWd8wkne2D4Ju8lES4cPj/X6h6sjOZW7tktlpjZxT2oX96M2cU/uXHyW6LF7UlIS27Zt4/jx46SkpJCVlYWvry/+/v7Uq1eP1q1bExISUpJLYDKZ6NixIx07duTVV19l586deXdEZ8yYQXBwMBs2bCjRNcT1QkNq094UzGaS2GtK58y5vdSs3sLVsURERKSUFav4PHPmDP/6179YtmwZdru90NHpJpMJs9lM7969eeGFF4iIiChx2OzsbBITE0lOTiYtLQ3DMEhKSirxecU99G52C1v2fYVhMrFk/xzuVfEpIiJS4RS5+Dx16hQjRowgMTGRrl270rlzZ2rVqoW/vz+enp5kZ2eTmprK6dOn8/ptbt26le+++47atWsXOWB6ejorV65kyZIlrF69mvT0dCwWCx07dqRPnz707t27yOcU91SzRkta7PUhJjuV+omncaQlYPYr2Z1zERERcS9FLj7fffdd0tLS+Pzzz7n22msvu+8jjzzChg0bGD16NO+///5VD8RJTExk2bJlLFmyhA0bNpCdnY3VaqVr16706dOHnj17EhwcXNToUg7c3fx2HPP/gxnI3v0r3l3ucHUkERERKUVFLj43btzI4MGDr1h4XnTttdcyaNAgVq9efdn9zp8/z5IlS1i8eDHbt2/HZrPh7e3N9ddfT58+fbjxxhvx9/cvalwpZwJqtiC9RhPsZw+Qs38lXu0GY/Lyc3UsERERKSVFLj4NwyAgoGgjm/z8/EhLS7vsPj169MBkMuHn50ffvn3p27cv119/Pd7e3kWNKOWcZ5uBZJw9gJGTyZFNX9Pw+kddHUlERERKSZGLz+bNmzN//nweeOABwsPDr7h/dHQ08+bNo0WLqxs8YrfbWbNmDWvWrLmq/U0mE5s2bbqqfaV8sES2IjWiCbPt59hnO8pTR1bRtEEPV8cSERGRUlDk4vOZZ55h1KhRDB48mNtuu41OnTpRu3ZtAgMD8fT0JCcnh5SUFE6fPs3mzZv54YcfSE1N5YknnrjseWvWrFnsL0IqFpPJhLnjMA7t+hSA6Ud+4ZXIDnh66vG7iIhIeVesSea3bNnCa6+9xvHjxy+75KVhGNSsWZPXX3+dHj0uf+dq8+bNRERElGhKpjNnzhAdHU3Hjh2LfQ53UdkmmS/Mwg2fMD/jKAC9PSMYct0zLk5UdspTu1QWahP3pHZxP2oT91ThJpnv2LEjixYtYv369WzZsoWTJ0+SmJiYN0goMDCQunXr0r59ezp16nRVKxDde++9PPnkk1e8Q3o5s2fP5qOPPmL//v3FPoe4j94dH2D78tc4YzVYlnWa9tE7iYxo6+pYIiIiUgIlWuGoa9eudO1aOmtwG4ZBTEwMUVFRxT5HTExMqWQR92C1enJX09t479CPOEwmvts7neert8RiKdG3rYiIiLhQqf4Wj4+PZ+nSpZw+fRpPT09atWpF9+7dr3rt9R9++IEffvih2Nc3DOOy3QCk/KlbuyPXH1/FStsFTlodrNj2Fb06PejqWCIiIlJMRS4+r7vuOh588EHuv//+fNtnz57NW2+9RWZmZt5ymyaTidq1a/Pee+/RsmXLy5536NChRY0ilcTNnUeza9WbxFtN/JIcRdu4Y4RVqefqWCIiIlIMRS4+Y2NjC8zZuWbNGv72t7/h5+fH448/TvPmzcnKymLr1q3MmDGD++67j1mzZlGnTp1Lnnf8+PFFTy+VgpdXALfX6c1/o5fiAI5s/Z4qfcbpLreIiEg5VCqP3f/73//i7e3NDz/8QIMGDfK2DxgwgEGDBjFq1CgmTpzIe++9VxqXk0qoZZM+DD6zkyanDhCWE4PtyCY8GnZxdSwREREpoqvrjHkF+/bto2fPnvkKz4uuueYaevbsyYYNG0rjUlKJ9b32capacqeOyFr/LUZmqosTiYiISFGVSvEZGBhI9erVL/l6zZo1SUkpm3krpfIwefvj1fUuAIzMFOI3fOviRCIiIlJUxSo+4+LiSE39465Tly5d2LFjR6H72u121q5dW6LJ40UusjbojCmyFWuDfHjbfoi9B5a4OpKIiIgUQbGKz+nTp9OxY0d69uzJ448/js1mY/v27Xz66af59tu/fz+PP/44hw8fZtCgQaUSWCo3k8lEVudhLK7iT7bZzPQTi8nK0l11ERGR8qLIxecXX3zBSy+9xJAhQwgKCmLdunUsWLAAwzCYMWNG3n4bNmxg6NChrFq1ig4dOjB69OhSDS6VV5XQegwMbApAvNXEvE1TXZxIRERErlaRR7tfe+21XHvttXmfOxwOjh07xoEDB8jMzMzbHh4eTocOHejXrx933HEHVqtWpZHSc2P7e9m27FVOWh2syjnHNcfWU79e6ay2JSIiImXHZFycEV7cSkxM2TxKDgnJHS2ekJBeJud3plPRO/l31Lc4TCb87QYvtBtNWFhDV8cqlorULhWF2sQ9qV3cj9rEPTmrXapWDSjyMaUy2v2vli5dyrhx48ri1CJ5IiPaMjSwOQCpFhMfb59KWlqci1OJiIjI5ZRJ8RkVFcWcOXPK4tQi+dzU8X56WMMBOG+FKevfIycn8wpHiYiIiKuUSfEp4ky3XvcsrQwfAMJSU8haMw31JhEREXFPKj6l3LOYrdx/3YuMyPBiSEwKxuH1ZG//2dWxREREpBAqPqVC8PLyo/tNL2AOqApA9rY55Bxc5+JUIiIi8ldlUnxGRETQoUOHsji1yCWZfQLx6T8GvPzIMpn434Ef2XdomatjiYiIyJ+USfE5dOhQvv7667I4tchlWYJr4tX7KT6LCGavnxefnVjE6TO7XB1LREREfqfH7lLheNZsSo+I3IUQMs0mPtn7NYmJp12cSkREREDFp1RQXdqMYIB3HQASLCY+3jyZzEytAS8iIuJqKj6lwurf5TE6mYIAiLY6+Gztf7DbbS5OJSIiUrkVecH1jh07YjKZinwhk8nEpk2binycSHGZzWbu6v48iSve5KAlh33mTD5f9Q73dn8RTw8fV8cTERGplIp85/O2224jNTWVlJQULBYL/v7+V/Wfn59fWeQXuSyr1YuHu42lhi33D6adpPG/FW9jZKW5OJmIiEjlVOQ7ny+99BKtWrXixRdfpEaNGkyfPh1PT8+yyCZSKnx9Q3m6yximbPyQkxYb156/QPrP7+DTf0zevKAiIiLiHMXq8zlgwACef/559u3bx8SJE0s7k0ipCwyszjM3vMojjmo0ysjBkXiG9DlvYY855upoIiIilUqxBxzdd999dOzYka+++oro6OjSzCRSJjw9/WjZ6zk8WvUFwMhIZv/if7Nz3y8uTiYiIlJ5FPmx+5/985//ZOvWrWRlZZVWHpEyZTKZ8b52JOaAqpzeOp2vwv3IOLuSW9NjuLHDfa6OJyIiUuGVqPiMjIwkMjKytLKIOI1ny16kmbPJObMCw2RiZvI+4la/x9DrnsFiLtHbQkRERC5D83xKpdWq+QCebjgMf7sBwArbeT5f8TbZ2RoJLyIiUlZUfEqlVr/utYxt+whVf597fqcpnYkr3yYl5bxrg4mIiFRQTik+f/rpJ+69915nXEqkyMKrNuL5ri9Sz577uP2Y1c4/N77LnqhfXZxMRESk4nFK8RkdHc3mzZudcSmRYvH3D+PpG16lLf4AJFtMLD+0gIw1X2HkaECdiIhIaXFK8Tl06FC++uorZ1xKpNg8PXx58IZXuT24NcE2B7deSMG2fwVps/6O/fxhV8cTERGpEEyGYRiuDiEFxcSklMl5Q0J8AUhISC+T81cU2YnnsK35AvvZAwDYTSa2NevA9Z0fxMPDu9Svp3ZxP2oT96R2cT9qE/fkrHapWjWgyMdowJFIITyDq+Mz8CW8Ot8OZisrgn2YnX2C/6x4ndNndrk6noiISLlV7AkN4+PjmT9/Plu2bOH48eOkpKSQlZWFj48PAQEB1KtXj3bt2nHzzTcTEhJSmplFnMJkNuPZpj/Uas7+bR8DBtFWg//s+5qBpxrRs+MDmhNURESkiIr12P3bb7/l3XffJSMjAwAvLy/8/f3x9PQkOzub1NTUvFWPfHx8eOGFF7jzzjtLN3kFp8fu7iU7J5N5G//LiuwzGCYTAPXtVu5pez/hVRuV+PxqF/ejNnFPahf3ozZxT+782L3It20WLFjAW2+9RaNGjXj00Ufp3LkzYWFhBfaLiYlh06ZNfPLJJ7z11luEhITQv3//IgcUcQeeHt7c2n0MrY+uYdqRecRb4KjFxj9/m0ov3zr06XA/np5+ro4pIiLi9op853PYsGGkpqYyZ84cfH19r7h/amoqQ4cOJTAwkFmzZhU7aGWjO5/uKzMziZkbP2aDIyFvW6MseLLFnVhrty3WOdUu7kdt4p7ULu5HbeKe3PnOZ5EHHB09epQ+ffpcVeEJ4O/vT58+fTh69GiRw4m4I2/vIO6+YRxP1xlIdVvuI/hucYlkLPqA9EUf4Ei+4OKEIiIi7qvIj91DQ0M5e/ZskY45derUVRerIuVFkwY9GFfnWn77bQaNT6wFwH5yJ2nRe9jfvAttrhmJl5cexYuIiPxZke983nDDDSxcuJDvv/+eq3li/80337BkyRJuvPHGYgUUcWdWqyft29+F3+0TsDa+DoAjnia+yjjI26veYOfeeVf1PhERESlt9oxUt/wdVOQ+n0lJSdx///3s37+fKlWq0KFDB2rXrk1AQACenp7k5OSQkpLC6dOn2b59O2fPnqVOnTp8//33hIaGltXXUSJTpkxh2rRprFu37qr2t9vtfP7558yYMYNz585Rp04dHnnkEQYPHlxqmdTns3yynzvEZzs/5zdPe962ZnYvhre5i2rhTS95nNrF/ahN3JPaxf2oTdyDw+EgI+EUHjHHsZ89gHH+IDnJsXhEtMB34Atldt3i9Pks1lRLGRkZfPXVV3z//fecP3/+kvvVrFmTm2++mYceegh/f/8ih3OGFStW8OSTTxIcHHzVxec///lPvvrqK4YOHUrbtm1ZtGgRGzZs4N///je33HJLqeRS8Vl+2Ww5rNrxNQuS9pNpzu0TajEMenjUYECHB/DxDS5wjNrF/ahN3JPaxf2oTVzD7rBx5sweDp3ZzpGUkxx1pBGelcNDZxLz9nEA1pCa+A3/Z5nlcFrx+WenTp3i5MmTJCYmkpOTg7e3N0FBQdStW5caNWqU5NRlyjAMvvnmGyZMmIDNZiMsLOyqis/jx4/Tv39/7rrrLl599VUg907oXXfdxenTp1mxYgUeHh4lzqfis/xLSj7LT9s+Z4uRlLctwG4wsEobura5A4vljy7Xahf3ozZxT2oX96M2cQ673cap6B0cPLuDwymnOWZkkG4x5dvHw2HwxtEYLJ6++NRuhmdEU3JqdcTiF1xmuZwyz+dfRUZGEhkZWaRjJk+ezMcff8y+fftKevliGzFiBLt27eL6668nLi7usndw/+yXX37B4XBw9913522zWCzcddddPP/882zevJlu3bqVVWwpR4ICa3DfjX+j+4mNzDz4MyctdlIsJmYk/EaduQeo2eVurDWauDqmiIi4IcNhxxF3EvuZKGxno9ideIRp4b8P3jYD/FF4+tkN6pl9aRgYidfQx/AOq0toaO4TZ3f8o8BlawO6ugPs2bNnefvtt7ntttsYNWrUVR+3Z88e/P39qVu3br7tLVq0yHtdxaf8WYM6XXg+siObd89i7oUttEnOICQuhox547HW74RX5xEQUtvVMUVExIXs9hxOnt7GwbO/cSjlNJk5aYw+HZ/3el2zCVNVHwyTiUC7QQNLAA0D69I44hqqV2uO2VzkMeQuU2kXpl6+fDmenp5FPu78+fNUq1atwPbw8HAAzpw5U+Js8MdjjNJmsZg5eDKB6UsOkJFlK5NryKU0pqoRSVjWdmzswIoN29HNrI3Zw0HvWuRk34Td5O3qkPI70+93FQzcb6RoZaZ2cT9qk+IxDAe+pmOYrMdI8YzjnJeNrIuP0S2AxUqa2YSfwyDFFMBZSy3axPuTadQjy6hOksnMtljYdtQG7Cpw/ovt4u1lYXjPRjSODHHeF3cFlbb4LE7hCZCWloafX8G5G729c4uGi+vdu7O5a46ydb8mQneVPTRjgbk2N/tso5nPCRaH+ZJuSSQgZyaB0TU5fKE1xZgFTURE3JpBNXMSjTzOUd3vDMvrZZJh+fPP+j8eowfkOAhO8+THjA6czIgk3vH7oO28HoKJRbqyr5eVxiNVfJZbhmFgMpkKbL+4rbRue5dVH42QEF8GdqtLUnImmdn2Kx8gZSSYTUQQZTpMgG0r6RZI8TCTUvccjaqdxze5G5mOWq4OWalZPXLfy7Ych4uTyJ+pXdyP2uTSvExn8fA4hN0jlhEx8fgZub/b7cASU1jefgE2B+GZ3nhlVSM7pwFZRjVMmMgIhark/ldUF9vFajLRo03NMqsrXDLgqLLx8/MjMzOzwPaLdzwLuyvqbhpHhvDM8DaujiEAXIPdMYxt+2Yx6+xWUi0mTvsYWLzX0NOrFv07PYSnp/t/T1VEGsHrntQu7kdt8oek5LNEHV/HgbiDHLQlcPJPo9HTErLwy8n92OoTSC9TGH5BNWka2ZnwsEal3mfTndtFxWcR1axZky1bthTYfuFC7mPswvqDilyOxWylb/f76ZoymGlLJ7LeHofdZGJxdjTbVv6DO+r2pnnj3q6OKSIif2HkZJJ1Zh8/H1/GwaxYzln/1O/1T4Wnj90gqVZTImu2w1KzOebgGgws5ClqZaHis4hatGjB0qVLOXXqVL4ppvbu3QtAq1atXBVNyrmAgDDuvOFluhzfwPcH53DGahBnhTPbZ1Hv5CG8ut6JuZAJ6kVExDlsthyOn95MjbgYTNH7sJ8/gmHY2VWnCokelrz9PBwG9QwvmgTUomnN9kTWaofFrJLrIv1LFFHfvn2ZOHEiX3/9Na+88gqQO8n8t99+S7Vq1ejQoYOLE0p5V7/utbxUqz0rtk1jb+w+OiZnYkvejO3Ubrw63YpHs5swlaMpNUREyrMLMYfYe2I9B5KOcshIJ9Ns4uHoBBpk5D5DNwGN07O54OdPY9/qNKnemvp1uuDp4ePa4G5MxedlpKens2TJEsLCwvLm7mzQoAG33347X331FWlpabRp04YFCxawY8cO/u///q9UVjcSsVo96d35IW5KjSd7w3fYjm2FnAxObf6e2dFLGd70VurW7ujqmCIiFU56egL7j60hKmYfB7LjibtYKZmA3x+VH/bxpJFXGJaIFlgjWnBPjcaYvdQ//2qp+LyM+Ph4XnzxRTp16pRv4vjXXnuNsLAwZs2axfz586lXrx4TJ06kb9++LkwrFZHFPxSf3k9iO/kbGeu+4afAHI5bHbx36Ed6n9rAgM6jsVq9XB1TRKTcMgwHjrhT2E7txn56Nx9aYjjt/Xt59Kcqyd9u0MjsT7OQhjRvex1+oXVcE7gCKPHa7sWxdOlSli1bxvjx45196XJDa7tXLlfTLrbsdH7eNIWV2Wdw/P7Xd22bmfva3k+1cC3TWdr0XnFPahf3Ux7bJCXlPHuPrmZfXBStY+NokpiY99qiUD9WhvphdRjUMzxp4l+L5rU6Uiuibbnqt+msdinOVEslLj4LG/n9V2azGR8fH6pXr05oaGhJLldpqPisXIrSLidPb+fLfT9w/vdRlZ4Og2GhbejW9s5ytbyau9N7xT2pXdxPeWgTu93G8ZOb2RO9laj0M5yy2DF+/yO+Y1IGt/7+O9ccVJ34iMYkVqlJ43rd8PIuemHlLip08dm0adNCJ12/lIYNG/L3v/+djh3VX+1yVHxWLkVtl6ysNH7a+BFr7LF521o5fLir8+MEBGi6r9Kg94p7Uru4H3dtEyMzlf2Hl7Phwk4O2FNIsxSsVTwdBu3xZ0TN7lhrtcIcWJzp3N1ThS4+58yZw0cffcSpU6fo1q0b7dq1o1q1aqSmprJz506WLVtGYGAgw4YNIyYmhqVLl2Kz2Zg+fTrNmjUryaUrNBWflUtx22X3gV/59uRSUn7/odoh3c49be/HWqtlqWesbPRecU9qF/fjLm3icDjIiDmCNXo/tlO7cFw4wuogbxaE5S+OathMNPWpRovq7WhY91o8PLxdlLhsuXPxWeLOC7GxsZw9e5YpU6bQo0ePAq9v3LiRhx56iPDwcJ5//nlOnjzJsGHDmDp1Ku+//35JLy9SqbVq0pe/1WzHN5s+4rgjjX7n48lY8C4eLXvj1Wk4JqunqyOKiJSZrMwU9h9Zyd4Lu9mXk0BEZhb3nEvOe71pWjZLQw0am3xpEdKIlvV7EBoceZkzijOUuPicPn06/fv3L7TwBOjSpQt9+vTh66+/ZtSoUdSuXZvevXuzZs2akl5aRICAgHBG3/Q6sfuX4hM9G+yZ5OxZQnb0XlK6jiAioq2rI4qIlJqE+OP8dnQVexMOcciURY7598fpVhPpvp7YAM/gmlhqt6Z2ZGv+FV4fzwp6d7O8KpU7nyEhIZfdp0qVKpw/fz7v8/DwcFJSyuaxskhlZDabCW/RB0dkWzKWT8Fx4QiLTUms2f8tt53fQ/dr7nZ1RBGRYjEMB47YE5w4uo7pSbuJvriEpQVyJ98Ei2FQ3/CiRVA9vIf3wyckwmV55cpKXHxGRkayatUqxowZg49Pwdn8MzMzWb16NRERf3wjnDhxgqpVK06nXhF3YQ4Mx/fmV7iwbSark7diN5mYnriLM6v+za3dnsWqx/AiUg5kZaVy/Nh66lw4g+3kToz0RLwtJs7UDeNiwelvN2huDaFleCtaNOyBt1ega0PLVStx8XnXXXfxxhtv8MADDzBmzBhatWqFj48PdrudvXv38v7773Py5ElefPFFIHeA0vLly7n55ptLHF5ECjKZLVTreDuPH6nO50fnk2Yxsdoey7kV/+Chrs/h51fF1RFFRApIS4vlt0NL+S1uPweMdOwmeO1YLD6O3DudAXaDa7IthAbUoHVkZ+pEdihX827KH0plkvl//vOffP3113mf+/j4kJ2djd1uxzAM7rjjDl5//XWSk5Pp3LkzQUFBzJw5k8hIdfq9FI12r1zKql1i4o4yZdsUzv7+mKqqDUa3vpca1VuU6nUqIr1X3JPaxf2UpE3i40+w88gydiUe4Yg5O28BjYtGnk/lmuAGWGu3xVqnLWZ//fF8tdx5tHuprXC0Z88e5syZw549e0hISMDPz4+WLVsybNgw2rZtC+T2D507dy4DBw6kWjXNRXg5Kj4rl7Jsl8zMZL5Y9x57TBkAeDsM7q/Vk5ZN+5X6tSoSvVfck9rF/RSlTQzDwJF4luxjW5kcu57jVkeBfXzsBs0tAbSp2poWDW/E2yeo1DNXBpWi+JTSpeKzcinrdrE7bMxb/xFLsqMBMBsGL4V0IaLdsCItElGZ6L3intQu7udKbeJwOIg+sxP/M4fwPL4TR+JZAD6vEcRBPy8AAu0GrTyq0KZmB5rU747V6uWc8BWYOxefpdZZ4siRIzRo0CDv8+nTp7N161YiIiK4++67NcBIxIUsZitDrnuGmrtn8d35jXRNSifoyDwykxPw7n4vJouHqyOKSAXicDg4cXorO06s5beMc8RaYeiFZDonZ+bt09nuQy2ParSL7EKd2p2wmC0uTCzOVOLiMy0tjSeeeIJNmzaxYcMGgoODef/995k6dSoXb6r+9NNP/Pjjj1SvXr3EgUWk+Dq1upVaIQ3wXzUNSMN2cC3pSefw6f0UZl892hKR4rM7bBw7sYntpzawK/M8CdaL82/m/m+3vzfXetXAWq89HnXb0yW4huvCikuVuPj85JNP2LhxIzfccAMAGRkZTJs2jdDQUD788ENOnz7Nq6++ykcffcRbb71V0suJSAnVrNUWx9B6ZCyZhOP8YVJijjBl1VsMb3UXkbXauTqeiJQjhmGQFX2Qpb/NZV7qMZItf0z4flFtu4W2AfVo1+pG/Ko2clFScSclLj4XL15Mx44d+eSTTwBYunQpGRkZ3H333XTo0IEOHTqwZs0aVq9eXeKwIlI6zL5B+A56ibTVX/Jt2l6Oepn5cP93PG7LpH7da10dT0TcmMPhIO3CQTyO78R2dAupqXHY/b1Irp779MRkGNR1eNAmqAHXNOhJlSp1XRtY3E6Ji8+zZ8/St2/fvM9Xr16NyWTi+uuvz9sWERHBkiVLSnopESlFJosHvj0epPnmqRxNP0qGxcSkw7MZbcukacMbXR1PRNyIYRhEn9nFtqMr2J5xBv+cbB6NTsx7vVl6No3tHrQOaUS7hr0IDq7lurDi9kpcfAYFBZGUlJT3+erVq/Hx8aFduz8e3x0/flwDjkTckNlspn+XR/HZ9jUzE3eRbTbx3+MLeCAngzbNBrg6noi42Pnz+9l6eBnb005y7mLFYIVYqyeJVjNVwhoS2PI6fJt04ZkcraAmV6fExWfz5s1ZtGgRgwYNYtu2bZw7d44BAwZgteaeetGiRSxbtoyBAweWOKyIlI0b2t+D928z+DZ2Mzazic/OrOAeWyYdWw1zdTQRcbKMlAus2zeXbUmHOXlxHs4/VQsRNjPtA+sTPPRpfENqEfD7lD5o+iu5SiUuPp966inuv/9+Ro0ahWEYeHl5MXr0aADefvttvvnmG0JCQnj88cdLHFZEyk6XNsPx2uvNF+dWYzeZ+OrCBrJ2ZHJduztdHU1EypiRnYHt2FZyDm8k4+w+fqlbhWyrOe/16nYT7fzr0LFBT6qFN3FhUqkISlx8tmzZkhkzZvDDDz9gGAZDhgyhSZMmea+NHDmShx56iIiIiBKHFZGy1a7FYDys3nx6ajE5ZhOz4rbTbHcQVVrpyYVIRZOdk8neg0vYcm4bfU+fJTQrCwBPoHlaNid8vWjvE0GHBjcRWaO1a8NKhaIVjtyUVjiqXNytXQ4eXcNnR37m9nNJNMrIwbPTbXi1HeTqWE7lbm0iudQuJeNwODhyYj0bj69hpz2eTHPulEj9YlO5ITEdk3cA1gadsNVrj2/1ppjN5iucUW3irirFCkcX7d69m+XLl5OQkECdOnUYMGCA1nEXKWca1+/O6/7VcZz5EIMcsjfPhOxMPDvequU4Rcqh2LhjbDywgM2pJ4i7+Jv/98LT02FgC4vEp8tALLWaYzKXemkgkk+xvsNOnDjB+++/z86dOwkLC2P06NH07t2bjz/+mEmTJvHnm6kffvgh77zzjgYciZQzvuGNsN88joxf/oORnsiR/YvYm3GMYd3HYNEvJxG3Z+RkYTu+jUVHF/OrNQ3DZMr7rW82DJo4vOgY3po2Tfrh7R3o2rBSqRT5sXt0dDTDhg0jKSmJoKAgkpOTMZlMvPzyy4wfP566devy+OOPU7NmTaKiovj4449JSkrim2++oW3btmX0ZVQ8euxeubhzuziSL3B00b/4JMREhsVMZ1Mwd/d4+aoex5Vn7twmlZna5fLsDhuJp3fhe3QHtmNbICeTA76efFEzGIAaNhOdAhvQqemAUpuLU23intz5sXuRi8+XXnqJX375hU8++YTrrruO2NhYHn74YaKioggLC2P+/PkEBf2xRvSpU6cYMmRIvlWQ5MpUfFYu7t4u8fEnmLT1Iy78ftfkektVhncfW6ELUHdvk8pK7VK4+PgTrI+az6bU43jY7Tx7Kp6LHWQML3+W1q1D+/o3UrtW+1LvOqM2cU/uXHwW+dnZ2rVrGThwINdddx0AYWFhvPzyy9x777307NkzX+EJEBkZSZ8+fVi2bFmRw4mIewgNrcMznZ7m/c0TibXCansM3hs+4pZuT7k6mkilZbNl8VvUIjac20qUKfP3x+omsFqJ9vKkbvUWWJtchzWyDcMs6ioj7qPI340ZGRmEhobm29amTZvck1kLP11AQACZmZnFiCci7iI4uBZPXfMo72//L4lWE4uzTuG9cSp9uzzi6mgilcq5c/tZd2ghmzPPkmoxgRn4/T5nDZuJLkGNiBw2GJ8ADfYV91Tk4rNevXqsXr2a559/HovFAoC3tzdLlizBZrMV2D8rK4vly5dTr169kqcVEZcKC6vPU60f4P3dn5NqMTE3/TDe26bRo/0oV0cTqdAMWxa2o1vJjFrJ/3knkGY1gyW34PRyGFxjDaVbvRupE9mpQneHkYqhyN+h99xzD0eOHOGuu+5iyZIledsjIyPzFZjZ2dmsXLmSkSNHEh0dzR133FE6iUXEpapXb8YTze7Ex57bXXxG4m627prl4lQiFdPp6N84v/ZzUr9+lsyV/4Nzh2iXkvsksZ7dwp0hbfnndX/n7hvGUa9OFxWeUi4U+c7nkCFDOHbsGFOnTmX8+PH07t270P0WL17M888/D8CwYcMYOXJkyZKKiNuoXasdj9kymHz4JwJtdqptW4QtqD7WOu1cHU2k3MvOyWD73rmsjdnJMYud6xPSGJCTAYDJJ5Aba3SkR/121Kze0sVJRYqnWD2Qx4wZw5AhQ4iKirrkPk2bNmX48OH079+frl27FjugiLinBnW78rgtG7+13xGQk0PG0o/w6fcc1ojmro4mUi6dPx/F6gO/sCXrHGkWE+T2bGNbgA8DfOri3exGrHXa4q95dqWcc8nymkuXLmXZsmWMHz/e2ZcuNzTVUuVSntvFdnInGb9OAsMOVi/o9zQBNVu4OlaJlec2qcgqWrvYbNnsjFrI2rObOWTJyfean92gs3cNrmsyiGrhjV2U8MoqWptUFBVqqqXSEBUVxZw5c1R8ilQA1tpt8b5pNJnL/8smXxO/7v2Sp+x3UDuyvaujibgtR3oSOftXcvjwSr6o6pF3lxOgvt1Kt/B2XNN8EJ4ePq4LKVJGdO9eRErMo0EnzqZf4KeY1QB8FDWdMR4+VK+uR/Aif3bsxCaqHdmB/egWcNiJBKoHhpDoYaWjRxjXNepPrZqtXR1TpEyp+BSRUlG71SCGbDrHnLSDpFpMTNr1BWM9nyQ0tI6ro4m4VHZOBtv2zmXVhR2csjp4MDqBRg47AJYqdbivVifCG12Pl3fRH1+KlEcqPkWk1PTu/BAZ6yfxa+YpEq0mPtr6Mc91exE/vyqujibidAkJJ1m19yc2ZJzOnQz+99+4G4L9aFajMR4te2Op1hC/Ul7uUsTdqfgUkVI1qMsTpKz+N+sd8ZyzGkxZ/x5P9ngVT09fV0cTcYojx9ez/MgSdpGKw2TKmwze325wrU8terQbik9IbRenFHEdFZ8iUqrMZjN3dH+elJVvsduUwRGLjS/W/JuHbnwVi6aIkQrKcDiwHd/Gyqh5zPHO/H21y9yiM9Jmpkd4O9q3uFkDiERQ8SkiZcBisXL/dS8yafXbHLPY2WVKZ+XaydzU/RlMesQoFYg9Kw37wXVk71mCkRJDM4uZuXWrYALamAK4oX4vGtTVXNcif6biU0TKhJeXH491Hct76/5N9YxMrjm/k+zABXi1HejqaCIlFhd/jBV7ZrMz8yzPnojD6/cps4OsPtzt3ZDGzfsTokfrIoVS8SkiZcbPL4wxHZ/GWPAeJiB78wzMvsF4NO7m6mgixXL8xCaWHV7Ezov9Oa1mtgZ6cx2BeLbqi0ejbnT28HJ1TBG3puJTRMpUQEgt7P3Hkj73n5CdTvqqz0k2O4hs2N3V0USuisPhYO+BRSw5tZYjVlu+/pz17FZqtRqMX7N+mExml+YUKS9cUnwahoELVvUUERexhNbCp+8zpCz4Dz+G+RJ1fC5PeXhSv05nV0cTuSTDYWPX7rnMO7+Js1Yj7zem2TBobQqgZ4O++h4WKYYSre1+4cIF0tPTiYiIwMPD45L7xcXFERMTQ9OmTYt7qUpHa7tXLpWlXfbt/YWPz63EMJnwsxuMbfMQ1cKbuDpWoSpLm5Q3zmgXIyeLnKhVZO/+la2mNGZUCwTA02HQxbMaPVvcSliVemV2/fJG7xX3VOHWdt+xYwdvvPEGBw8eBMDHx4ehQ4fy7LPPEhBQMMT333/PRx99xP79+4tzORGpIJq3GMiwtPPMSo0izWLio52f8VznZwkOqunqaCKkpJxnz565tDy4E7LSAGgLbAjxp1VQfW5sPQI/vzBXRhSpEIpcfEZFRXHfffdhs9no0qULnp6ebN26lW+//ZZVq1YxZcoUGjRoUBZZRaQCuKnTAySteZ+lOWeJs8LHmyYypvs4fHyCXB1NKqnY2MMs2TuLTTmx5JhNPOfIJBwwBVbDt01/Xmp4LWYNIhIpNUUuPidNmoTdbuerr76iQ4cOACQkJPDvf/+bn376iXvuuYcvv/ySxo0bl3pYEakYbun2DIkr32ErKURbHUxZ+2+euOE1PDy8XR1NKpGz5/ayaN9sthvJuSPXzbmDiHZVq86gpkOw1m2PyaxBRCKlrcjvqq1bt9K3b9+8whMgJCSE8ePH8/TTTxMfH88DDzzAqVOnSjWoiFQcZrOZe65/kaZ2TwAOWXKYtubf2B02FyeTyuDk6e1MXfYG7+z9kq2k5BaeQCO7B49H9uWWfm/hUb+jCk+RMlLkd1ZaWhrVqlUr9LXHH3+cxx57jNjYWB544AFiY2NLHFBEKiar1YuHu79IbVvuj6HtpLJ3w+cuTiUVmf3CEX5Z/Bb/Ojid30zpGCYTJsOgleHD8w2H82zvd2jRqCdmFZ0iZarIj91r1qzJjh07Lvn6M888w4ULF5g1axYPPPAA06ZNK1FAEam4vL0DeazLs3yw8f/oHpdMvZT1ZAfUxrN1P1dHkwrCMAzsZw+QvWMe9ui9NPC0Qu1QzIZBW1MgfZsNoVbNVq6OKVKpFLn47NWrF1988UXeY3Y/P78C+7z11lvExcWxcuVKbr/9dpo0cc+pVETE9QIDqzOu83NkzZuAQSZZG6dj8gnEo5HWw5biczgc7DqwiC0n1zHiRHTeY74Im8EQczXatBhMeFWNTRBxhSLP85mWlsadd97JgQMHMJvNPPvsszzyyCMF9svOzmbs2LEsWbIE0+/9aTTV0tXTPJ+Vi9oF7HGncldByskg1Wol+bqRNGnc02V51Cbu6Urtklt0LmTBqTVEWx0A3HkuidYZDjya3YBn6/6Y/UOdlrcy0HvFPVWoeT79/PyYPn06X3/9NUuWLKFKlSqF7ufp6cmkSZOYNm0aH3/8MUlJSUUOJyKVh6VKJD59n+b04vf5vLo/KScX8ZSXv1aQkatSoOj8/bebl8Mgu3Zr/K65G7OvpvMScQclWuHoamVnZ3P06FG3W+HozJkz/Oc//2HDhg3k5OTQsWNHxo0bR506dS57XHx8PO+++y4rV64kOTmZevXqMXr0aAYNGlRq2XTns3JRu/xh+545fH5+Xd4qSM+1foDq1Zo5PYfaxD39tV0cDge7oxay4PQaTv9+pxPA22FwvXcterW9Cz9/TQxflvRecU8V6s5nYbZt28aMGTM4fvw42dnZha7bbjKZmD17dmlcrlQkJiYyatQoUlNTGTVqFF5eXnz++efcdddd/Pzzz5e8o5udnc29997L0aNHGTlyJPXq1WPevHmMHTuWjIwMhg8f7uSvRKRiuablEJIyEpiZsj93FaTfPmdsp2cIDq7l6mjiRgzDwH5yJyt2z2SOb06+O509VHSKuLUSF5+LFy/m2WefxeFwXHa/i/0+3cWXX37J6dOnmTlzJi1btgSge/fuDBkyhE8//ZSXXnqp0OOWLl3KwYMHee655xg9ejQAw4cPZ/DgwXzwwQfceuutmqZDpIRu7Hg/SWs/ZEl2NPFWEx9tnsSY617G1zfE1dHExQzDIOPwNtJX/4Aj9gStzSYW1amCYTLRwzuSXu3u1BKYIm6uxMXnlClTsFqt/POf/6RHjx6Fru3ujubPn0/btm3zCk+Axo0b06VLF+bPn3/J4vPi5PndunXL2+bp6UnXrl357rvviIuLo2rVqmUbXqQSuLnrUySvGs8mI4kzVoMp6/7DEz3+hqdnwRk2pOJzOBzsPbCIZadWc8fJ8/g5cp+w+Vq9uT+wFfVaDlTRKVJOlPgW3aFDh7j55psZNGhQuSk8k5KSOHXqVL7C86IWLVpw4cIFLly4UOixdevWBeDYsWP5tp88eRJPT0+CgtShXaQ0mM1m7uz+Ai0cuUtuHrbYmLJqPNk5GS5OJs7kcDjYe3AJ7y59hU/OruSQ1cGaEF/w9MWz/VD8R75Ly873qvAUKUdKfOczMDAQHx+f0sjiNOfPnwcodKWm8PBwAM6ePZv38Z/17NmT66+/nnfffZegoCDq1avH/PnzWbt2LaNHj8bT07NUMl7sKFzaLBZzmZ5fikftcim+PDfodf45/zWOmG2cJJMLqz+m5dBxmCyl0mX9ktQmrvfbnsXM3LeAIxZb3m8rT4dBcO2W1Lr+UczeugvuDvRecU/u3C4l/unds2dPli9fzvPPP4+Xl1dpZCpzaWlpAIUWzd7euXdZ0tMLHx1mtVp57LHHePbZZ3n44Yfztg8cOJBnn3229MOKVHI+PgGMG/gPPpz/BjdGnycoO5bYn/+PsFueK/MCVFxj175lzNo7n0PmHLDkbvN0GNzgF8mt1z9AcFB17PbLjzMQEfdV4p/cY8eOZc+ePYwaNYq7776bOnXqXPLun7tMtXRxcNTlBkFdatDQmjVrePTRRwkJCeHVV1+lWrVqrFu3jh9++AGAd999t1QGHJXV1AiaEsM9qV2uxIPRPV4lfeF7OM4fJuPQVs7O+j+8ez6KyVw2BajaxPns5w+zb/sPfOKVlNcpzMNh0M2rOn3a3EVQYHUC/H2x2x1qFzei94p7qtBTLXXq1AmTyYRhGOzateuy+7rLCkcXlwTNyCjYdywzMzPfPn81adIkrFYr3333HbVr1wagT58+1KhRg/fff58+ffrQr5/WpRYpbSZPH3z7jyV9wX9wXDjK/nO/sXPFO4zqMQ6rtXS6u4hr2GOOkbX1J+yndlEbqBEZQoyHla4e4fS95k6CgyNcHVFESlGJi88hQ4a43TRKVxIRkfuDLCYmpsBrFwcaFdYfFODgwYNcc801eYXnRcOHD+f9999nw4YNKj5FysjFAnTPr//iK98MbKY07KvGc3+PV7BaPVwdT4ro5OntzI+aww3RZ4jMsgFgNlsZ6d+c0Fb9CAmOdHFCESkLJS4+J0yYUBo5nCogIIDatWuzd+/eAq/t3buX6tWrX3K6JC8vr0LnNL247UrznYpIyZi8/Kjf82mqrfsP0WaDnaY0vlo9gft6jMOiPqDlwukzu/hl/2x2mdLBDDmhfjxwPhWPJtfj2W4QDfwLX+RDRCqGSjsber9+/di2bRv79u3L23bw4EE2btx42WUyu3XrxtatWzlw4EC+7Rf7fHbp0qVsAotIHj+/MJ6+9nlq2nKfumwnhWmrJmB32FycTC7n3Pn9fLr8TSbs/zq38ATMhkGwfzjew9/Bu/u9mFV4ilR4Tlnb3R0lJiYyePBgbDYbDzzwAGazmS+++AIPDw9mzZpFaGgosbGxrFu3jtq1a9OuXTsATp8+zfDhw7HZbNx5553UqFGDLVu2MH/+fLp27cpnn31WKgOOtLZ75aJ2KZ7klPN8uOH/OGfN/THWyRTE3T1ewlIKg5DUJqXnQswhftnzA9scSRi/d9MyGQbXmAIY2GI41ao1u+pzqV3cj9rEPbnzgKNKW3xC7mpF48ePZ8OGDXh6etKpUydefPFFIiNz+xlt2rSJUaNGMXTo0HzdC06fPs0HH3zA2rVrSU1NpUaNGgwePJhHH3201Ob5VPFZuahdii8p+Swfbnyf87/Xm11MwdzZ48USF6Bqk5JzpMYRv/0n3so+gM38R9HZBj8GNr+NmjUKLvRxJWoX96M2cU8qPqXIVHxWLmqXkklMjObDzR9y4fd6c5AjmH43jMVkLf7cw2qT4nOkxpG9Yz45B1aDw86P4QFsD/ShlcOHgU2HEFmrXbHPrXZxP2oT9+TOxad654tIuRccHMEznZ7mw80Tsdpy6BR9kPSUCfj0fQazb7Cr41UacXHHWbh7OhHnTtIh+Y9feH29a9OzYQ/q1u7kwnQi4i5UfIpIhRAcXIvnu71E8sqpeBoJOGKOkf7Tm/j0exZLldpXPoEUW1z8CRbt+p5N9jjsJhPBIT60TU7HK7I1Xu2HEBBe39URRcSNqPgUkQrDz68Kvv1fIGvtNHKiVuNIi2f6mvdo3rg37ZpfehYLKZ6EhJMs/O17NtpjsZtM8PtgoupmHxg4Ft+IVi5OKCLuSMWniFQoJrMVr+73Yw6uwZKoeawP9GLD2VUMTj5D704PlcpsFJVdbNxRFu+ewSZbbO5Aot+LzsZ2TwY27E/Det1cnFBE3JmKTxGpcEwmE56t+1PTYsPz7GqyzSbmph/mwqoJjOw+FmsJBiJVZo7Ec2TunM/7WftJ9LDA7yPYG9k9GNSgPw3rX+fihCJSHqj4FJEKq12LwYQG1mBK1A8kWUxsNBKJXfEmj3Qdg59fmKvjlRvZMcew/7YQ29EtgEG3YB9+CQugsd2T/g360rh+d1dHFJFyRMWniFRodSI78IJ/NT7ZMpnTVoPDlhz+s+7fPNb2QaqFN3F1PLd28Ogafj3yK4GpSQz70/RvXYOb0qxBF+rV6ezCdCJSXqn4FJEKLyQkkueuf5Uv1r7LbnMGMVZ497dPuavm9bRpPgjT730WBRwOB3sPLeHXk6s4ZrGBBSyB3vRMyKBKvU54th2IJSSCYFcHFZFyS8WniFQKXt4BPHzTa8xdN5GlOedIt5hI+20+maeP4tXt7kq/pnhWViqb9s5hdexuzloNsORutzoMOlmr4H/L4/hUqefakCJSIaj4FJFKw2K2MrT7c9T87Ud2n9xAq9QsbKk7sEXvw6vDUKwtemG2VK4fi7aUWH7eOY2NmWdJt5jyfit4Ogy6elajd+s7CA6u5dqQIlKhVK6fsiIiQOc2I+jYuB9ZG77HdngD2LI4vGMmc86t4PbGQ2hQ91pXRyxThmFgP3eQnD1LsB3fzqkaAaT75s4AEGg36OZXlxtajcA/oKqLk4pIRaTiU0QqJbNPID43jcbW+DrS1n7F7KAczloN3j8ym67HV3Nv76fxr2CP4jOzUtm4Zzb+p6Nocv5M3vZuiRnkePrSo3oHrmk+SFNRiUiZUvEpIpWatVYLfIe9Qestn3Ih8xR2k4l1jjh2L/g7d9btQYsGA8r1xPQOh4Pjp7aw+cRqtmRfINNsItIjhyYAZivWhp1p17wXHcPVn1NEnEPFp4hUeh6evtzc7Wk6nN3D9N3fccRqI9li4pNTq2l2YhP9Gw6gXu3O5aoIPX12N1uPLGd7RjRxvw8eujgpfLLVStY1gwht0QezT6DrQopIpWQyDMNwdQgpKOZPc+qVppAQXwASEtLL5PxSPGoX9+Fw2Nmwczpz4nbmDsD5XaNsE4/XvBFro65uW7A5UmI5c3AlX8ZtyR2x/icmw6CBw4Pu1TvSttmAcvtoXe8V96M2cU/OapeqVQOKfIzufIqI/InZbKHbNXdxnWkQX62czGZbIobJRM20VLI2Tidr0wystVuT3bAzfnXaubyIS06Mxvv0PnKObMJx/jC+JkioGwbk3qWNtJloH9iADo37EBJa16VZRURAxaeISKGCg2vwzJB3OHo0ig1Rv9A8/hiQBoYd24kdzEs7xK6js2jvGU7Xhr2JjGhb5pnsdhvRZ37jyLndHEs5yXFbCnFWE2NPxFE1xw6AhwHdMy1YQiPp1KAn1ao3K/NcIiJFocfubkqP3SsXtYv7+WubGIaB/fxhbAdWk3F0C/+s5U+65Y8+oBE2M/W9QqnqE0Z4YATVqtSjSmg9LBaPYmcwstLYe2wNh2MPcDzjAidN2WSZC67G1Csuld45Png06Iy1QWfMVWpX2FWb9F5xP2oT96TH7iIi5ZzJZMJavRHW6o2wdLmDofvmsjF2N0csNgCirQ6i7bGQGgupUXAGHjibTBNrMOagapgDwzngbcbiG4phOEjPTiU9O430nHQybBlk2LNId2RzQ5YntbJyMDJTMVJimR0Zwnkv6+8rDv1RUPrYDeqYvKnnV50WHa/Br05nTKbyMyBKRCovFZ8iIkXk4eVH13Yj6cpILsQcZMOBhexJP0OM2UHOn+5MhmVlY6Sdw550DjswJzKUC16X+bFrghaJZ6mZmpW3qU5mDue9rITboK5HEPWD6tKgRluqVWuKxWy59LlERNyUik8RkRIIr9qYW6o25hZyR8onJp7mfNwRLiSfpmozT0wpMTiSzmNLPk+8R+HFosUw8HGAj2HCGlgNS0gQJg8fzEHVGBQWwa1VG+LvH+bcL0xEpIyo+BQRKSVms4XQ0DqEhtbhr8N8HA47ryWcJCbhBFaLFV/vYHx9gvH1CcHLy++S5yyfEyKJiFyaik8REScwmy2EValHWBWtJCQilZt6p4uIiIiI06j4FBERERGnUfEpIiIiIk6j4lNEREREnEbFp4iIiIg4jYpPEREREXEaFZ8iIiIi4jQqPkVERETEaVR8ioiIiIjTqPgUEREREadR8SkiIiIiTqPiU0REREScRsWniIiIiDiNyTAMw9UhRERERKRy0J1PEREREXEaFZ8iIiIi4jQqPkVERETEaVR8ioiIiIjTqPgUEREREadR8SkiIiIiTqPiU0REREScRsWniIiIiDiNik8RERERcRoVnyIiIiLiNCo+RURERMRpVHyKiIiIiNOo+BQRERERp1HxKSIiIiJOo+JTRERERJxGxaeIiIiIOI2Kz0rkzJkzjBkzhi5dutC+fXseffRRTpw44epYldKUKVPo1q1boa9lZmby7rvvcuONN9KmTRuGDx/O2rVrnZyw8ti1axcPP/wwHTp0oFWrVgwZMoQ5c+bk20dt4lw7d+5k1KhRtG/fnmuvvZZx48YRGxubb5+EhAT+/ve/c91119GuXTtGjRrF7t27XZS4ctm9ezfNmzdn0qRJ+bbrfeJ8d9xxB02aNCnw3y233JK3jzu+V0yGYRguTSBOkZiYyG233UZqaiqjRo3Cy8uLzz//HJPJxM8//0yVKlVcHbHSWLFiBU8++STBwcGsW7euwOtPPPEEK1as4M4776R+/frMnDmTqKgovvzySzp16uSCxBXXkSNHGDZsGEFBQdx55534+fmxYMECtm/fzssvv8z9998PqE2caefOndx9993Uq1eP4cOHk5yczBdffEFoaCg//fQT/v7+ZGdnc/fdd3PgwAHuu+8+wsLC+Prrr4mJiWHmzJk0aNDA1V9GhZWdnc2tt97KwYMHefLJJ3nqqafyXtP7xPnat29Pu3btGDx4cL7twcHB9OjRw33fK4ZUCu+//77RpEkTY/fu3XnbDhw4YDRr1syYMGGCC5NVHg6Hw5g2bZrRvHlzo3HjxkbXrl0L7LN+/XqjcePGxhdffJG3LS0tzejZs6cxbNgwJ6atHB5++GGjbdu2xrlz5/K22e124/bbbzfatGljpKSkqE2c7Pbbbze6du1qJCcn521bvnx5vjb48ccfjcaNGxuLFy/O2+fChQtG+/btjaeeesrZkSuV999/32jRooXRuHFjY+LEiXnb9T5xvujoaKNx48bG119/fcl93PW9osfulcT8+fNp27YtLVu2zNvWuHFjunTpwvz5812YrPIYMWIEb7/9Nl27dqVFixaF7jNv3jw8PDwYMWJE3jZfX19uu+029uzZw/Hjx52UtuKz2+1s2bKF7t27U61atbztZrOZ/v37k5GRQVRUlNrEibKzswkMDOS2224jICAgb/vFu2YHDhwAcn+ehYeH07t377x9qlatSv/+/VmxYgVpaWnODV5J7N+/n//973889thjBV7T+8T5Dh06BHDZu5fu+l5R8VkJJCUlcerUqXyF50UtWrTgwoULXLhwwQXJKpezZ8/y9ttvM3XqVPz8/ArdZ8+ePdSvXx9fX9982y8Wq3v27CnznJWF2Wxm7ty5vPjiiwVei4+PB8BisahNnMjT05OpU6cyZsyYfNv3798PQI0aNQDYu3fvJX+eZWdnc/DgwbIPW8nk5OQwbtw4brjhBvr161fgdb1PnO/i9/nF4rOwQtJd3ysqPiuB8+fPA+S7u3NReHg4kFsYSdlavnw5w4cPx2QyXXKf8+fPX7adzpw5U2b5KhuTyURkZCS1atXKtz09PZ1Zs2bh5+dH8+bN1SYudP78eRYuXMjzzz9PWFgYt99+O2lpaaSkpOjnmZNNmTKF6OhoXn/99UJf1/vE+Q4dOoSHhwf//e9/6dChA9dccw3du3dn2rRpAG79XrG65KriVBf/GvLx8Snwmre3N5D7C1fKlqen5xX3SUtLu2w7ZWRklHou+YNhGLz66qvExMTw9NNP4+XlpTZxEZvNxo033ojdbsdisTBhwgSqVauW95RGP8+c58CBA3zyySe88cYbhIeHk5KSUmAfvU+c79ChQ+Tk5HDu3DneeecdMjIymDFjBu+88w6JiYnccccdgHu+V1R8VgIOhwPgsnfczGbdBC8P1E5lxzAM3njjDX755Rc6d+7M6NGjr+o4tUnZsNlsTJgwAbPZzIwZM3jhhRc4d+5cvilkLkVtUnrsdjuvvPIKHTt25Lbbbiv2edQmpW/EiBFkZ2dz77335m27+eabGTlyJFOnTuX222+/4jlc1S4qPiuBi/0LC/vLMzMzM98+4lq+vr55bfJnaqeylZOTw8svv8z8+fNp06YNH3/8MVZr7o9HtYlreHt7c/PNNwMwYMAA7rzzTiZNmsSgQYMA1CZO8tlnn3HgwAG+++67vL7QF+98ZmRkEB8fj7+/v94nLjBy5MgC28xmM7fffjvjxo1j/fr1gHu+V1R8VgIREREAxMTEFHjt4iOswvqEiPPVrFlT7eRkmZmZPPXUU6xevZpOnTrxySef5PuBrDZxPbPZTL9+/dixYwdnzpwhMDBQbeIka9asIScnh+HDhxd47bPPPuOzzz5j/Pjxep+4kYvzdjscDrd9r6j4rAQCAgKoXbs2e/fuLfDa3r17qf7/7d1dSFRdG8bx633SkkjCIItkSiSSwVLLGFEw/KAQKYs6UCjFGT2RcsRALS0CO+jroIY5yBBMkkBNCzwoC9OQQBM8qiwNJRAqFVEzTfzqOYh3wNd6nt6oPTnz/4En617KvVksvXCv2XvjRq1fv94NneF/hYWFqbGxUdPT064zOZJca7djxw53teaR5ubmXMEzISFBDodDq1atWjSHNTFOf3+/cnJydOzYMdlstkW1T58+Sfr6H9GwsLDv/j7z8fGR2Ww2pF9vUFxcrI8fPy4ae//+vUpKSnTw4EEdOnRIW7duVVdXF/vEQIODg7LZbEpKStLJkycX1fr7+yVJJpPpj90rHMLwEsnJyerq6lJ3d7drrLe3Vx0dHa7bWHC/5ORkzczMqLa21jU2NTWl+vp6hYeHa/PmzW7szvM4nU61tbUpMTFRTqdzSfCUWBMjbdmyRZOTk6qpqVl0TGh8fFz19fXauHGjzGazkpOT9e7dOzU3N7vmDA8P68GDB9q7d+831xE/Z/v27YqNjV30FRkZKelruImNjVVgYCD7xGAbNmzQxMSEGhoaNDo66hofHx9XVVWVgoKCtGvXrj92r/B6TS8xNjamAwcOaG5uTjabTX/99Zdu3rwpX19fNTQ0aN26de5u0atkZGSov7//m6/XzMnJUXt7uzIyMhQcHKy6ujr19vaqqqpKu3fvdkO3nmlkZETx8fFaWFhQSUmJ1qxZs2ROTEyMAgMDWRMDPXz4UHa7XWazWYcPH9b09LRqamo0NDSk69evKy4uTrOzszpy5IgGBgZks9kUEBCgW7duaXR0VLW1tQoJCXH3ZXi0vr4+paSkLHm9JvvEWC0tLcrNzVVwcLDS09M1Ozur2tpaDQ4OqqKiQjExMX/sXiF8epGBgQFduHBB7e3tWrlypSwWi4qKimQymdzdmtf5p/A5OTmpq1ev6v79+/r8+bNCQ0NVUFCg6OhoN3TquZqbm3X8+PF/nFNRUaE9e/awJgZ7/Pixbty4oVevXsnX11dRUVHKy8tTeHi4a87IyIguX76s1tZWzc/PKyIiQoWFhdxyN8D3wif7xHhPnjxReXm5uru75ePjo507d8putysiIsI150/cK4RPAAAAGIYznwAAADAM4RMAAACGIXwCAADAMIRPAAAAGIbwCQAAAMMQPgEAAGAYwicAAAAMQ/gEAACAYQifAAAAMAzhEwAAAIbxcXcDAIAfc/fuXZ0+ffqH5vb09OjZs2fKzMxUZmamSktLf3N3APBjCJ8AsMxYLBZZLBZ3twEAP4XwCQDLjMViUV5enrvbAICfwplPAAAAGIbwCQBeZGZmRtnZ2QoNDZXD4VhUa29vl9VqVVRUlCIjI5WWlqampiY3dQrAUxE+AcBLLCwsqLCwUE+fPlV2drby8/NdtTt37shqtaqnp0cpKSlKS0vTyMiI8vPzVV5e7sauAXgaznwCwDLT2dkpp9P53XpcXJwiIyOXjJ87d05NTU3KzMxUUVGRa/zDhw8qKytTSEiIbt++rYCAAElSQUGBsrKy5HA4lJiYqG3btv3yawHgfQifALDMdHZ2qrOz87t1f3//JeHzypUrqqurU3p6+pLHLjU2NmpmZkZ2u90VPCXJz89PdrtdVqtV9+7dU3Fx8S+9DgDeifAJAMvMiRMn/q9Puzc1NWloaEiSFB8fv6T+4sULSV/PfL5582ZRbWpqSpL0+vXrn+wWABYjfAKAhxsaGlJcXJw6OjpUVlam6OhorV692lWfmJiQJNXU1Hz3Z4yPj//2PgF4B8InAHi46OholZeXy+l0qry8XA6HY9Gbkv4bRJubm2UymdzVJgAvwafdAcDDhYaGysfHR7m5uQoKClJ1dbVevny5qC5Jz58/X/K9b9++1aVLl9TS0mJYvwA8G+ETALyEn5+fSktLNT8/r7Nnz2p+fl6SlJqaqhUrVujatWsaHh52zZ+bm9P58+dVWVmpsbExN3UNwNNw2x0Alpl/e9SSJKWkpHxzPCkpSQkJCWptbVV1dbWysrIUHByswsJCXbx4Ufv371diYqLWrl2rtrY29fX1KSEhQampqb/jUgB4IcInACwz//aoJUkym83y9/f/Zu3MmTPq6OiQw+HQvn37tGnTJlmtVoWEhKiyslKPHj3SwsKCTCaTTp06paNHj8rHhz8XAH6N/3z58uWLu5sAAACAd+DMJwAAAAxD+AQAAIBhCJ8AAAAwDOETAAAAhiF8AgAAwDCETwAAABiG8AkAAADDED4BAABgGMInAAAADEP4BAAAgGEInwAAADAM4RMAAACGIXwCAADAMIRPAAAAGOZvwJj1MakgwsEAAAAASUVORK5CYII=\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Summing over M gives the final LF terms, as defined above.\n", "# The B0 term is normalised to unity here.\n", "# The B2 term matches the GetCro reference results.\n", "\n", "ep.util.matEleSelector(BetaNorm.unstack('LM').sum('M'), thres = plotThres, dims='Eke', sq=True, drop=True).real.plot.line(x='Eke', linestyle = 'solid'); # Now fixed in source\n", "dataXS[0].sel({'Type':'L', 'XC':'BETA', 'Total':'All'}).plot.line(x='Eke', linestyle='dashed'); # Reference results" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Check imaginary values... should be ~0\n", "ep.util.matEleSelector(BetaNorm.unstack('LM').sum('M'), thres = plotThres, dims='Eke', sq=True, drop=True).imag.plot.line(x='Eke', linestyle = 'solid'); # Now fixed in source" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "*** 26/06/20 LF CG calcs OK for $\\beta_2$, still need to fix cross-section scaling.\n", "\n", "*** 02/09/20 Fixed XS scaling." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**Compare with GetCro reference values**" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [ { "data": {}, "metadata": {}, "output_type": "display_data" }, { "data": { "application/vnd.holoviews_exec.v0+json": "", "text/html": [ "
\n", "\n", "\n", "\n", "\n", "\n", "
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\n", "" ], "text/plain": [ ":Overlay\n", " .Curve.I :Curve [Eke] (XS calc)\n", " .NdOverlay.I :NdOverlay [Total]\n", " :Curve [Eke] (XS GetCro)" ] }, "execution_count": 20, "metadata": { "application/vnd.holoviews_exec.v0+json": { "id": "2023" } }, "output_type": "execute_result" } ], "source": [ "# Compare XS values\n", "# Comparison plot using hvplot - needs some work!\n", "plotThres = None\n", "xPlot1 = ep.util.matEleSelector(BetaNorm['XS'], thres = plotThres, dims='Eke', sq=True, drop=True).unstack().squeeze() #\n", "xPlot1.name='XS calc'\n", "plot1 = xPlot1.real.unstack().squeeze().hvplot.line(x='Eke', width=1200, height= 800); # For hvplot need to unstack & squeeze to avoid dim issues and related errors.\n", "# ep.util.matEleSelector(BetaNormXS_sph, thres = plotThres, dims='Eke', sq=True, drop=True).real.plot.line(x='Eke', linestyle='dashed');\n", "\n", "# Ugly sub-select on syms to ensure consistency over data - should be a neater way to do this!\n", "syms = ['All']\n", "xPlot2 = dataXS[0].sel({'Type':'L', 'XC':'SIGMA'}).unstack().sel({'Total':syms, 'Cont':syms}).squeeze();\n", "# xPlot2 = ep.util.matEleSelector(BetaNormXS_sph, thres = plotThres, dims='Eke', sq=True, drop=True)\n", "xPlot2.name='XS GetCro'\n", "plot2 = xPlot2.real.unstack().squeeze().hvplot.line(x='Eke', by='Total', line_dash='dashed');\n", "\n", "(plot1 * plot2)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "*** OK - the cross-sections from the full CG-calculation and ePS `GetCro` matches." ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "data": {}, "metadata": {}, "output_type": "display_data" }, { "data": { "application/vnd.holoviews_exec.v0+json": "", "text/html": [ "
\n", "\n", "\n", "\n", "\n", "\n", "
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\n", "" ], "text/plain": [ ":Overlay\n", " .Curve.I :Curve [Eke] (XS calc)\n", " .NdOverlay.I :NdOverlay [Total]\n", " :Curve [Eke] (XS GetCro)" ] }, "execution_count": 21, "metadata": { "application/vnd.holoviews_exec.v0+json": { "id": "2295" } }, "output_type": "execute_result" } ], "source": [ "# Compare B2 values\n", "# Comparison plot using hvplot - needs some work!\n", "\n", "xPlot1 = ep.util.matEleSelector(BetaNorm.unstack('LM').sum('M'), thres = plotThres, dims='Eke', sq=True, drop=True).sel(L=2).unstack().squeeze() #\n", "xPlot1.name='XS calc'\n", "plot1 = xPlot1.real.unstack().squeeze().hvplot.line(x='Eke', width=1200, height= 800); # For hvplot need to unstack & squeeze to avoid dim issues and related errors.\n", "# ep.util.matEleSelector(BetaNormXS_sph, thres = plotThres, dims='Eke', sq=True, drop=True).real.plot.line(x='Eke', linestyle='dashed');\n", "\n", "# Ugly sub-select on syms to ensure consistency over data - should be a neater way to do this!\n", "syms = ['All']\n", "xPlot2 = dataXS[0].sel({'Type':'L', 'XC':'BETA'}).unstack().sel({'Total':syms, 'Cont':syms}).squeeze();\n", "# xPlot2 = ep.util.matEleSelector(BetaNormXS_sph, thres = plotThres, dims='Eke', sq=True, drop=True)\n", "xPlot2.name='XS GetCro'\n", "plot2 = xPlot2.real.unstack().squeeze().hvplot.line(x='Eke', by='Total', line_dash='dashed');\n", "\n", "(plot1 * plot2)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "*** OK - the $\\beta_2$ from the full CG-calculation and ePS `GetCro` match for each continuum." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Plot some LFPADs..." ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Using lg betas (from BLMX array).\n", "Plotting with mpl\n", "Data dims: ('Eke', 'Theta', 'Phi'), subplots on Eke\n" ] }, { "data": { "image/png": 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\n", 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\n", 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\n", 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "Eke = [1.1, 3.1, 25.1, 39.1]\n", "betaPlot = BetaNormX.sel(Eke=Eke)\n", "# betaPlot = BetaNormX.sel(Eke=Eke, Cont='SU', Total='SU').squeeze()\n", "# surfs = ep.sphFromBLMPlot(betaPlot, res = 50, pType = 'r', plotFlag = True, facetDim = 'Eke', backend = 'mpl', fnType = 'lg');\n", "surfs = ep.sphFromBLMPlot(betaPlot, res = 50, pType = 'r', plotFlag = True, facetDim = 'Eke', backend = 'mpl');" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Conversion & normalisation\n", "\n", "This result is $\\beta_2$ for a Legendre Polynomial expansion, as shown above: $\\beta^{Sph}_{L,0} = \\sqrt{(2L+1)/4\\pi}\\beta^{Lg}$. This will allow for comparison with usual AF formalism.\n", "\n", "Test:\n", "\n", "- Conversion to $Y_{L,M}$ form.\n", "- LF-PADs to check numerics.\n", "- Confirm total cross-section value & normalisation." ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Check value for XS\n", "# BetaNormXS.unstack('LM').sum('M').sel({'L':0})\n", "\n", "# FACTOR OF 3 - just degeneracy term in summation. WHAT ABOUT SF...?\n", "((XSmatE)).real.plot.line(x='Eke')\n", "\n", "# Compare with reference results\n", "(dataXS[0].sel({'Type':'L', 'XC':'SIGMA', 'Sym':'All'})).plot.line(x='Eke', linestyle='dashed');\n", "\n", "# OK\n", "\n", "# Try also vs. vanilla calc...\n", "ep.util.matEleSelector(BetaNorm['XS'], thres = plotThres, dims='Eke', sq=True, drop=True).real.plot.line(x='Eke', linestyle='dotted');\n", "# OK" ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [], "source": [ "# BetaNorm_sph = ep.conversion.conv_BL_BLM(BetaNorm.unstack('LM').sum('M'), to='sph')\n", "BetaNormX_sph = ep.conversion.conv_BL_BLM(BetaNormX, to='sph', renorm=True)" ] }, { "cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [ { "data": { "image/png": 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NN3j88cdxuVy0atXKl5JEREREmgWfurk6dOgAQF5ente+yokKNY2HqzR+/HjOPvtsNm3aRGhoKD179mTnzp2YpkliYqIvJYmIiIg0Cz6Ft6ioKJKSksjIyPDal5GRQUJCArGxsTWeu2rVKvbt28fEiRMZOHBg1fbVq1cDkJqa6ktJIiIiIs2Cz+u8jRs3jrVr11Zb2iMzM5OVK1cyfvz4Y573zTffcM8991R7jdbBgweZO3cuQ4cOpVu3br6WJCIiItLkGaZpmr6cWFhYyIQJE3A6ncyYMQOLxcK8efOw2+0sXryYmJgY8vPzWb58OUlJSVW9bNnZ2UyaNIlWrVoxffp0DMPgjTfeoKCggP/85z907969Xr6xvLzD9XKdmmhgaeBRmwQmtUvgUZsEJrVL4GlyExYAWrduzeuvv87AgQN57rnneOmllxg4cCCvvfYaMTExAGzfvp1Zs2axcOHCqvM6duzIa6+9RufOnfnXv/7F888/T3JyMm+88Ua9BTcRERGRpsrnnrdAp5635kVtEpjULoFHbRKY1C6Bp0n2vImIiIhI41N4ExEREQkiCm8iIiIiQUThTURERCSIKLyJiIiIBBGFNxEREZEgovAmIiIiEkQU3kRERESCiMKbiIiISBBReBMREREJIgpvIiIiIkFE4U1EREQkiCi8iYiIiAQRhTcRERGRIKLwJiIiIhJEFN5EREREgojCm4iIiEgQUXgTERERCSIKbyIiIiJBROFNREREJIgovImIiIgEEYU3ERERkSCi8CYiIiISRBTeRERERIKIwpuIiIhIEFF4ExEREQkiCm8iIiIiQUThTURERCSIKLyJiIiIBBGFNxEREZEgovAmIiIiEkQU3kRERESCiMKbiIiISBCpU3jbu3cvd9xxB0OGDCE1NZUbbriB3bt3n/C8gwcPMnv2bIYNG0bfvn2ZMGEC6enpdSlFREREpFmw+XpiYWEhaWlpHDlyhLS0NEJDQ5k7dy7Tpk1jyZIltGnTpsbzKioquOqqq9ixYweXX345Xbp04YMPPuCPf/wjpaWlTJkyxedvRkRERKSp8zm8zZ8/n+zsbBYtWkTfvn0BGD58OJMmTWLOnDncfffdNZ73xRdfkJmZyR/+8Aeuv/56AKZMmcKECRN48sknueSSS7BY9DRXREREpCY+p6T09HQGDBhQFdwAkpOTGTJkyHEfgWZlZQFwxhlnVG0LCQlh2LBh5Ofnc+DAAV9LEhEREWnyfApvRUVFZGVlVQtulfr06UNubi65ubk1ntu5c2cAdu7cWW37L7/8QkhICK1atfKlJBEREZFmwafHpjk5OQDEx8d77YuLiwNg3759VV//2pgxYzjrrLN47LHHaNWqFV26dCE9PZ1vv/2W66+/npCQEF9K8hIdHVEv16mJ1Wpp8HtI7ahNApPaJfCoTQKT2iXwBHKb+BTeiouLAQgPD/faFxYWBkBJSUnNN7TZuPHGG7n99tu57rrrqrZfcMEF3H777b6UIyIiItJs+BTe3G43AIZhHPOYY006WLZsGTfccAPR0dH86U9/Ij4+nuXLl7Nw4UIAHnvssXqZsFBQUHN4rA+VKbwh7yG1ozYJTGqXwKM2CUxql8DTWG0SGxtV63N8Cm+RkZEAlJaWeu0rKyurdsxvPfPMM9hsNl5//XWSkpIAOOecc2jXrh1PPPEE55xzDuPGjfOlLBEREZEmz6curg4dOgCQl5fnta9yokJN4+EAMjMzOfXUU6uCW6XK9d1WrFjhS0kiIiIizYJP4S0qKoqkpCQyMjK89mVkZJCQkEBsbGyN54aGhlY9dv21ym017RMRERERD58Hl40bN461a9eycePGqm2ZmZmsXLmS8ePHH/O8M844gzVr1rBly5Zq2yvHvA0ZMsTXkkRERESaPMM0TdOXEwsLC5kwYQJOp5MZM2ZgsViYN28edrudxYsXExMTQ35+PsuXLycpKYmBAwcCkJ2dzZQpU3A6nVxxxRW0a9eO1atXk56ezrBhw3jllVfqZcJCXt7hOl/jWDSwNPCoTQKT2iXwqE0Ck9ol8DS5CQsArVu35vXXX+ehhx7iueeeIyQkhEGDBjFr1ixiYmIA2L59O7NmzeKiiy6qCm8dO3bk7bff5sknn2ThwoUcOXKEdu3acdNNN3HDDTfo1VgiIiIix+Fzz1ugU89b86I2CUxql8CjNglMapfAE8g9b+rmEhEREQkiCm8iIiIiQUThTURERCSIKLyJiIiIBBGFNxEREZEgovAmIiIiEkQU3kRERESCiMKbiIiISBBReBMREREJIgpvIiIiIkFE4U1EREQkiCi8iYiIiAQRhTcRERGRIKLw5gPTWcGRdV/gOrjH36WIiIhIM2PzdwHB6PCPn1P45asYUW2JnPoohmH4uyQREWkGTNOkvLyMsrJinE4HYPq7pCarqMgTkRwOpw9nG4SFhRMREYXFYq3fwlDPm08qw5p5OB/zyAE/VyMiIs2BaZocPlxIYWEuZWXFuN1uf5fUpDmdLpxOl0/nulwujhwpoqAgD9Os/4Ctnjcf2BO6Vn3tOrAbS1RbP1YjIiLNQXl5GSUlh7DbQ2nVqi02m/4X3pCsVk//lstV+5BsmiaHDh2ktPQIZWUlhIdH1mtt6nnzQUhsJ8DT++bO3+3fYkREpFkoKysGUHALAoZhEBXVGoCyspJ6v77Cmw8soeHYYhIAcCm8iYhII3A6HVgsNgW3IGGxWLFYrLjdvj16Pe616/2KzURIfBdAPW8iItJYTCwWTZALJoZhwTTrf2yiwpuPQuI9497MkkLcJYX+LUZEREQCTkMtRqHw5qOQ+M5VX7vzf/FfISIiItKsKLz5yH70sSmAK3+X/woRERGRZkXhzUfW8CiMFm0AjXsTERGRxqMpK3VgbdsZ55EDuA7osamIiDQ/r7zyIvPmvey1PSIikg4dOnD22edy2WXTqs2QPfPM00hIaMeiRR+c8PqTJ09g//59ACxenE58fEKNxzmdTi688FwOHSpiwIBTefbZl3z8joKDwlsdWNomwa61mIfzMMuLMULrdxE+ERGRYDB8+Ai6d08GwO12U1x8hJ9++pHnn3+GjIwN/OMfj9b5Ht988xVTpkytcd8PP6zh0KGiOt8jWCi81YG1baeqr135u7F16O3HakRERPxj+PCRnH/+hGrbTNPk7rv/wDffLGXt2tWkpp7u07XDwsKwWKx8/fWXxwxvS5f+l/DwCEpL639B3ECkMW91YGnbuepr9wGNexMREalkGAYXXOAJdOvW/eDzdWw2G0OHnsH69T9RWFjotd/lcrFs2VecccZwn+8RbBTe6sAS0RojvBWgNy2IiIj8ltVqBcBut9fpOiNHjsblcvHtt1957Vu37gcKCwsYNWpMne4RTBTe6shy9NGpZpyKiIj8j2mafPRROlarleHDR9bpWkOGnEFoaChff73Ua9/Spf+ldetoBgw4tU73CCYa81ZH1radcGX9jLtwP6ajDMMe5u+SREREGtWyZV+xb9/eqj+XlBTz449r2bFjO3fccRddunSt0/XDw8MZPHgYK1cup6SkmIgIzwRBt9vNsmVLGTFiFBaLtU73CCYKb3VkqZq0YOI+kIU1oYdf6xEREWlsy5Z9zbJlX3ttj4pqyeHDh3G5XFWPUH01cuRovvlmKd999y1nn30uAD//vI4DBw4watTZdbp2sFF4q6PfzjhVeBMRkeZm9uw/V5ttWlpayu7du3jllRd48cV/kZX1C7Nn/7lO9zjjjOHY7Xa+/nppVXj76qv/0rp1awYOTKWkpHnMNAWNeaszo0VbOLq+myYtiIiIeB5z9uzZi3/84zFiY+P46KMP+OWXXXW6ZmRkC047bRArV35HeXk5pmny9ddLGT58VJ179YJNncLb3r17ueOOOxgyZAipqanccMMN7N59/AAzevRoUlJSjvnrnnvuqUtJjc4wDKxtkgAtFyIiIvJrdrudvn37AbBt27Y6X2/EiNGUlpawevX3ZGSsJy8vl9Gjm88s00o+PzYtLCwkLS2NI0eOkJaWRmhoKHPnzmXatGksWbKENm3a1Hje7NmzKS4u9tq+YMEC1q9fz+jRo30tyW8sbTvh2rsJ98E9mC4HhrVuU6JFRESaisOHDwHQokWLOl9r+PARPProP/jmm6W0bNmKVq1aMXDgaXW+brDxObzNnz+f7OxsFi1aRN++fQEYPnw4kyZNYs6cOdx99901nnf22d6DClevXk1GRgbTpk3jnHPO8bUkv7G27YwDwHThPrgHa2xnP1ckIiLifxkZG/jxx7VERbWkf/8Bdb5eq1atGTAgle+++5aIiAjOOmtUtfemNhc+f8fp6ekMGDCgKrgBJCcnM2TIENLT048Z3n7L6XRy//3306ZNG/74xz/6Wo5fWdomVX3tyt+l8CYiIs3KsmXVlwpxu93s3LmD775bhtvt5rbb/kho6P+W0jp48AA33/y7Gq8VERHBP//55DHvNXLkaNauXUVhYQF33nlvPX0HwcWn8FZUVERWVhYjR4702tenTx+WL19Obm4ucXFxJ7zW22+/zc6dO3n44YeJjAzOF7tbWiaALRSc5bgP/OLvckRERBrVb5cKsdlsREfHcMYZw5k8eSoDB6ZWO76iouKYr8w60ePVs84ayRNP/JMWLaI49dTm98gUfAxvOTk5AMTHx3vtqwxs+/btO2F4c7lcvPjii3Tu3JmJEyf6UsoxRUdH1Ov1fs1qtXjdwxHfmfI9WzAKshr03lKzmtpE/E/tEnjUJoHpZNqlqMiG0+mqOjYQ/O53N/K7391Yq3NWrDj595y+++6HXtvi4uJYvnyN1/bWrVvV6tonYhie3+vy920YBjabtd4/bz5VVDnhIDw83GtfWJinW/Rk1lv58ssv2bdvH1dddRUWS+D8x+gLe0IXABx5uzDdLj9XIyIiIk2VTz1vbrcb8CTKYzmZMLZw4UJatGjBRRdd5EsZx1VQ0HCL9VUm6F/fw9miAwCm08GBnduxxnRssPuLt5raRPxP7RJ41CaB6WTaxeFwAuByuRulpuaussetLn/fpmnicDiP266xsVG1vq5P3V2VY9NKS0u99pWVlVU75liKi4tZuXIlI0eOrLEHL9hYfvWmBb2kXkRERBqKT+GtQwdPL1NeXp7XvtzcXKDm8XC/tmLFChwOR1AuDVITS3R7sHg6MvWmBREREWkoPoW3qKgokpKSyMjI8NqXkZFBQkICsbGxx73G2rVrARgyZIgvJQQcw2LD0iYR0JsWREREpOH4PEtg3LhxrF27lo0bN1Zty8zMZOXKlYwfP/6E52/cuJHExERatWrlawkBp/I1Wa78XzBNjUkQERGR+ufzIr0zZ87kvffeY+bMmcyYMQOLxcK8efOIj49n5syZAOTn57N8+XKSkpIYOHBgtfN3795NUlJSTZcOWlXj3hylmIfyMFod/9GxiIiISG353PPWunVrXn/9dQYOHMhzzz3HSy+9xMCBA3nttdeIiYkBYPv27cyaNYuFCxd6nV9QUEBUVO1nWAQya9vOVV9r3JuIiIg0hDq9ECwxMZHnnnvumPsHDx7Mli1batz3008/1eXWAckS0xEMC5hu3Pm7oNsgf5ckIiIiTUxwr4wbYAxbCJbW7QFw6TVZIiIi0gAU3upZ5bg3d/5uTNP0czUiIiLS1Ci81TPr0fBmlh3GLD7o52pERESkqVF4q2fV37SgR6ciIiJ1VVBQwPjxZ7N1a2bVtqKiQv75z78zceI4xo4dzq233sDmzRuPc5UTS09fwvTplzJ69BlMmTKRhQtfr/YUrbCwkPPPH8O2bVvrdJ+6UnirZ5VrvQG48nf5rxAREZEm4tlnn+D004fQo0cyAA6Hg7vuup1PP/2I88+fwPXX30Rubg633HIDu3fv8ukeb731Bg8//Dc6dOjIrbfeQXJyT5588jFeffWVqmNat27NpZdezqOP/sOvQ6MU3uqZERJetb6blgsRERGpm4yMDXz22cdcddXMqm2ffvohGzdu4IEHHuT6629i8uSp/OtfL2O1Wnj55edrfY/Dhw8zZ84LDB8+goce+n9MmjSZv//9Ec4++xwWLJhHQUFB1bFTpkxl584dfPLJh/Xy/flC4a0BWNscnbSg12SJiIjUycKF/6FHjxQ6d+5Ste3zzz+lbdtYRowYVbWtTZu2jBo1lu++W0ZJSUmt7rF8+TeUlBRz8cVTMAyjavuUKZdTXl7OsmVfVW2LjGzBsGFnsnDh675+S3Wm8NYAKse9mcUFuEsP+bkaERGR4JSfn8fXX39ZLaQBbNmyiZ49e3kdn5LSk4qKCnbs2Far+2zevOno+b29rufZX30s3fDhI9m2LZOffvqxVvepL3VapFdqZq02aWE3lsRT/FiNiIg0Bzv2HuKD5Tspq3D5u5QqYSFWJpzRha7tW/p0/vffr8DlcjFs2PCqbSUlJRw5coS2beO8jm/bNhaAnJz99O3b76Tvk5+fS2hoKC1bVq/Ts60VOTk51bYPHToMq9XKd999S//+1V//2RgU3hrAr2ecuvJ3Y1N4ExGRBvb5mix+2n7A32V4CQ+18bsL+/h07k8//YjNZqNLl65V2yofiYaFhXkdHxoaCkBpaWmt7lNSUlLj9SqvWVZW/XoREZG0a9eBdet+qNV96ovCWwOwhEVhtGiDeeSA5zVZIiIiDWzsaYmUlTsDrudt7OmJPp+/Z082sbHx2Gz/iyum6QaoNjbttyyW2o0Kc7vdx71eTfs6duzIli2ba3Wf+qLw1kCsbZJwHjmg12SJiEij6Nq+JbdN6e/vMupVUVEhLVpEVtsWEREBQFlZmdfx5eXl1Y45WRERkTVer/KaERGRXtsjIyM5dKgI0zSPG/wagiYsNBBL284AmIdyMcuL/VuMiIhIEDIMg98upxYZ2YIWLaI4cCDf6/j8/DyAGsfDHU9CQgJlZWUUFx+ptr28vJxDh4qIjY31Osc0j9/715AU3hrIryctqPdNRESk9mJi2nLoUJHX9pSUXmzZsslr+5Ytm7FarVWL+Z6slJReVef/9noAvXr19jqnqKiImJg2fglwCm8NRK/JEhERqZuEhAQKCg7icDiqbR81agw5Ofurrb924EA+S5d+zogRo6smLpysoUPPJCwsjLfffrPa9rfffoPQ0FCGDx/pdU5Ozn7i4xNqdZ/6ovDWQIyI1hjhninHek2WiIhI7aWmDsLhcHj1so0fP5Fu3Xrw17/ezyuvvMjixQu56abrAINrr72+6rjS0lI+/fQjVq9eedz7tGzZkquvvpZly75i9uy7+OCD97jvvrv54ovPmDHjd7Rq1bra8UVFhWRn/8KgQUPq5xutJU1YaCCGYWBp2wlX1nq9aUFERMQHQ4YMxWq1sm7dD9XWbbPZbDz55L/417+eYtGihbjdLnr37svf/vYwSUmdq44rLCzgb397gAEDTuX0048ftK688mrCwsJYtGghK1cup1279tx112wmTrzY69iff14HeHrs/EHhrQFZ2xwNb4X7MCtKMULC/V2SiIhI0GjZshVnnTWKL774jCuvvLravujoGP70p/877vnt2rXn6adf4N//nn9S95s8eSqTJ08FwGr1PJx0udxex3322SckJ/es8S0PjUGPTRuQNeHogEnTxLnLPwv5iYiIBLNp09LYti2TrVu31Ppch8PBO++8zSmn1N8SKocOHWL58m+44orp9XbN2lJ4a0DWjr0xwqIAcGxb4edqREREgk/Pnr0ZNepsXn11bq3PdbtdpKT0Yvr0a+qtnjff/DddunRj1Kiz6+2ataXw1oAMiw1bt0EAuPZk4C4p9G9BIiIiQeiOO+7ihx/W1PqNBqGhYUyffnW1NzTURUFBAe+88zZ3330fVqu1Xq7pC4W3BmbvMczzhWni3Pa9f4sREREJQjExbfjoo/+SktLTr3VER0fzySdLSU72bx0Kbw3MEtsVo2U8AI5t3/m5GhEREQl2Cm8NzDAM7D2GAuDO342rYI+fKxIREZFgpvDWCOzdh1Z97dyqiQsiIiLiO4W3RmBpFY8lrivgmXVqmt5rxoiIiIicDIW3RmLv7pm4YB45gGv/Vj9XIyIiIsFK4a2R2LoNAsPz161HpyIiIuIrhbdGYglviTXxFAAcO1Zhuhx+rkhERESCkcJbI6qauFBRgjPrZ/8WIyIiIkFJ4a0R2ToPBHsYoEenIiIiJ6ugoIDx489m69bMqm1ZWb9w//33cMEFYxg1aihXXHEJCxf+B9M0fb7Pt99+zcyZ0zn77DOZNOl8XnrpeZxOZ9X+iooKpky5kBUrvq3T91NXCm+NyLCFYuuSCoBz9zrM8mI/VyQiIhL4nn32CU4/fQg9eiQDUFBwkN///lpWr/6eiy6awq23/pGOHRN55pkneOqpx3y6x9dfL+Xee+8kPDyc3//+NoYMGcb8+XN47LGHqo4JCQlh5szrefzxf1JWVlYv35svFN4aWeWsU9xOHDvX+LcYERGRAJeRsYHPPvuYq66aWbVt7tyXKSoq5Omnn+faa2/goosm889/PsmYMWNZvPgtsrOzanUPl8vFs88+QUpKL5588jkuvngK99zzJ6688io+/PB9duzYVnXs2LHjMAyDN95YUG/fY23VKbzt3buXO+64gyFDhpCamsoNN9zA7t27T+rcxYsXM3HiRPr168eYMWN4/PHH/ZpiG4u1fS+MiNYAOLfqdVkiIiLHs3Dhf+jRI4XOnbtUbfvhh9UkJ/f0esfo2Wefi2mabNhQu3HlGzb8zL59e7nwwouqvcR+ypTLMU2Tzz//tGqb1WplzJhzeOedt6moqPDxu6obn8NbYWEhaWlprFixgrS0NH7/+9+zfv16pk2bxoEDB4577nPPPcfs2bNp164ds2fPZvDgwbz44ovMnj3b13KChmGxYOs+BADXvi24jxz/70pERKS5ys/P4+uvv2TEiFHVtj/++LM88MDfvI4vLCwEPAGrNjZv3ghAz569qm2PjY2lTZs2bNmyqdr24cNHUFBwkC+//LxW96kvPoe3+fPnk52dzZw5c/j973/PzJkzmTdvHgcPHmTOnDnHPG/Xrl0899xznHfeeTz//PNMnTqVf/zjH6SlpfHhhx+yfft2X0sKGr9+XZZjmyYuiIiI1OT771fgcrkYNmx4te3x8QkkJXWqts3tdrN48VtYLBb69RtQq/vk5eUBEBsb57WvTZtYcnL2V9vWq1cfYmLa+G3igu3Eh9QsPT2dAQMG0Ldv36ptycnJDBkyhPT0dO6+++4az1uyZAkOh4O77roLwzCqtl9xxRVERkbWaZZIsLC0ScIS3QF3wR6cW78jpP8F1f4uREREasuVu4PyH5aAI4CGINnDCD11Itajr4isrZ9++hGbzUaXLic+/4UXnmXbtkwuuOBC4uMTanWfkhLPBMLQ0DCvfaGhoRQWFlTbZhgG3bp1Z926H2p1n/riU3grKioiKyuLkSNHeu3r06cPy5cvJzc3l7g47wS7Zs0aunTpQocOHQAoKys72jBduP32230pJ+gYhoGtx1AqVi3CXbAX94FfsLbtdOITRUREjqFi/We4fvnJ32V4qQgJJ3z0DT6du2dPNrGx8dXGodVkwYJ5vP76a3Tp0pVbb/1Dre9T2XF0rI4Ui8X7QWWHDomsXv095eVlNYa+huRTeMvJyQEgPj7ea19lYNu3b1+N4W3nzp2kpKSwfPly/vnPf7J582ZCQkI4//zzuf/++2nRooUvJXmJjo6ol+vUxGq11PkezlNHsXfVIs/1slYT3aPXCc6Q46mPNpH6p3YJPGqTwHQy7VJUZMPpdFUd+1th/c+lzFmGGUA9b4Y9jLD+445Z84kUFRXSokWL457/r389xb///SodOyby5JPP0bJly1rfJzIyEgCHo4IWLTxfV+a4iopyIiIivWqIivLklUOHikhIqLndDMPAZrPW++fNp/BWXOzpXgwPD/faFxbmSZ8lJSU1nnv48GF27drF73//e6ZPn87NN9/MmjVreO2118jKymLBggW1HmgYjGytYglN7EV51iZKNi2n9cgrMWpI9iIiIifDFt+NFufXvtcpkHl6vGoeTuVyuXj44QdJT19C167dePrp52nTpq1P90lIaAfAgQN5REdHV9uXn59P9+49vM6p7K2zWBo/s/gU3txuN3Ds7kWouYsRPKsTZ2dn83//939MnToVgLFjxxIVFcUzzzzDf//7X8455xxfyqqmoKDm8FgfKhN0ne/ReTBkbcJ1pID8jLXYOvaph+qap3prE6lXapfAozYJTCfTLg6HZ6V/l8vdKDUFgujoNmRl7a7xe37kkb+Tnr6EXr368P/+39O0bNnK57+bHj08S45s3LiRLl26A57e0Ly8PA4cyGf8+Ile1y4sLMQwDFq1an3M+5qmicPhPG67xsZG1bpen7p6KrsXS0tLvfZVrtVWecxvhYeHY7Vaufjii6ttv+iiiwD4/vvvfSkpKNm7ng4WT37WrFMREZHqEhISKCg4iMPhqLb9gw/e44MP3qNXrz489dRztGzZqk73OeWUfsTGxvHuu4uqvQ7r7bffwDAMzj77XK9zcnL207Zt7AnH4zUEn+5YOdmgcmrtr+Xm5gI1j4er3H7w4EFCQkKqbW/Tpg3wv0eyzYERGoktqT/OXWtx7lyDeeZ0DFuov8sSEREJCKmpg/jww/fZsmUTffv2A8DhcPDyy88DcOaZZ7Fs2dde5/Xu3ZfExCQAPv30I8LDIzjrrJHHvI/FYuGmm27jL3+5j9tv/z3nnHMemZmbWbLkHSZOvMRrtqtpmmzalMFZZ406xhUblk/hLSoqiqSkJDIyMrz2ZWRkkJCQQGxsbI3n9u3blw8++ID8/Hzatv3fs+msLM+rLNq1a+dLSUHL1mMYzl1rwVGGc/c67N0G+7skERGRgDBkyFCsVivr1v1QFd527drBwYOeBe4rQ9xv3XnnPVXh7W9/e4CEhHbHDW/geTuDYRi8+uorPPnko8TGxnHddTdyxRVpXsdu27aVI0eOMGzYmXX47nznc1/fuHHjmDNnDhs3bqR3794AZGZmsnLlSq655ppjnjdhwgTef/99XnzxRe67776q7fPnzwc849+aE1tSPwiJgIoSHFu/U3gTERE5qmXLVpx11ii++OIzrrzyagB69Ejh229P/t3gb721hD/+8ZaTOnbMmHMYM8Yz7r5ydmlN49k+//xj2rRp47V4cGPxObzNnDmT9957j5kzZzJjxgwsFgvz5s0jPj6emTM9L4/Nz89n+fLlJCUlMXDgQADOOussxo8fz2uvvUZ+fj6DBw9mxYoVfPLJJ1x++eVVQbC5MKx27F0H4dj8Fa6sDbhLirBE1O3ZvYiISFMxbVoa116bxtatW+jRI6VW55qmyaJFb3LKKf3rrR6n08lnn33C5MmXew0Bayw+r03RunVrXn/9dQYOHMhzzz3HSy+9xMCBA3nttdeIiYkBYPv27cyaNYuFCxdWO/eRRx7hzjvvJCMjgwcffJBNmzYxa9Ys/vznP9ftuwlStuQzPF+YLip++si/xYiIiASQnj17M2rU2bz66lyfzo+JacPtt99Zb/V8/HE6FouFSy65tN6uWVuG2UTfR5WXd7jBrl3fU+1N06Q0/WFc+7aA1UbkZf/E0iKmXq7dXGj5g8Ckdgk8apPAdDLtkp+/F4C2bds3Sk2B5ODBA1x55aU88cS/SEnp2Sj3rOmxaUVFBVOnXsQf/nA3Z5551gmvcTJt1mhLhUj9MgyD0NMne/7gclLxwxL/FiQiIhJAYmLa8NFH/2204HYsISEhvPPOhycV3BqSwluAsCb0wJrkeSbv2LIMd9F+P1ckIiIigUjhLYCEnn6J5wvTTfma9/xai4iIiNRNQw1MU3gLINY2Sdi6DQHAuX0lrgO/+LkiEREJHAYul5smOlS9yTFNE7fbjWHUf9RSeAswoadNgqMNXb56sX+LERGRgBEWFo5pujh06CBut8vf5chxmKbJ4cOFmKYLm63+lxNp/BdyyXFZWiVgTxmOY/PXuH75Cdf+rVgTevi7LBER8bOIiCjKy8soLT1CaekRLBYrhmHBMPxdWdNkHP2LrW1Pp2mC2+3GNF3Y7aFERbWu99rU8xaAQk6dCFZPri5fvUhd5CIigsViJSYmnlat2hIaGoHValNwa0A2mxWbzVrr8wwDbDYb4eFRREfHYbHUf9RSz1sAsrSIwd57DI71n+LatwXXngxsHfv6uywREfEzwzAID48kPDzS36U0eYG8JqJ63gJUyMDxYA8DoHyVet9ERETEQ+EtQFnCogg55VwA3Pm7cO48+ZfwioiISNOl8BbAQvqNwwhtAUDFmncw3e4TnCEiIiJNncJbADNCwgkZeAEA7sJ9OLcu93NFIiIi4m8KbwHO3nsMRmQ0AOVr38N0OfxckYiIiPiTwluAM2whnqVDAPPIARybvvJvQSIiIuJXCm9BwJ5yJkbLeAAqfvwA01Hu54pERETEXxTegoBhsRF62kUAmKWHqNjwuZ8rEhEREX9ReAsStm6DsMQkAlDx00eYZUf8XJGIiIj4g8JbkDAMC6GnX+L5Q0UJZd++poV7RUREmiGFtyBiTeqPNbEfAM4dq3Bs+cbPFYmIiEhjU3gLIoZhEDbyWoyI1gCUL/8ProI9/i1KREREGpXCW5CxhLckbPT1gAGuCsq+eB7TWeHvskRERKSRKLwFIVv7Xp4X1wPugmzKV7zh54pERESksSi8BamQ1ElY43sA4Ni0FMeO1X6uSERERBqDwluQMixWwsbcAKGRAJR9Mxf34Tw/VyUiIiINTeEtiFlatCFsxAzPHypKKf3vC5hup3+LEhERkQal8Bbk7J1TsfcZA4A7dzsVa971c0UiIiLSkBTemoDQwZdhaXP07QvrPsKZvcHPFYmIiEhDUXhrAgxbCGFjbgRbCGBStvQl3CVF/i5LREREGoDCWxNhbd2esDOmA56X15d99TKm6fZzVSIiIlLfFN6aEFvymdi6DwXAlb2Bip8+8XNFIiIiUt8U3poQwzAIOzMNo2U8ABWrF+Pcu9nPVYmIiEh9UnhrYoyQcMLH3AgWK5guSj95Aue+Lf4uS0REROqJwlsTZI3tTNiImYABznJKP35cAU5ERKSJUHhrouw9hhE26jowKgPc/9MjVBERkSagTuFt79693HHHHQwZMoTU1FRuuOEGdu/efcLzHn/8cVJSUmr8dejQobqUJL9i7zGMsJGVAa6C0k8ex7l3k7/LEhERkTqw+XpiYWEhaWlpHDlyhLS0NEJDQ5k7dy7Tpk1jyZIltGnT5pjnZmZm0qFDB2677TavfeHh4b6WJDWw9xgGhkHZ0pc8Ae7jJwgfdzu2Dr39XZqIiIj4wOfwNn/+fLKzs1m0aBF9+/YFYPjw4UyaNIk5c+Zw9913H/PcrVu30rdvXyZOnOjr7aUW7N2HAgZlS18EVwWlnzypACciIhKkfH5smp6ezoABA6qCG0BycjJDhgwhPT39mOeVlJSwZ88eunbt6uutxQf27kMIG30DGJajAe4JnNkZ/i5LREREasmn8FZUVERWVla14FapT58+5ObmkpubW+O527ZtwzRNunfvDkBpaSlut94E0Bjs3QYTNqYywDko/fRJvQdVREQkyPj02DQnJweA+Ph4r31xcXEA7Nu3r+rrX8vMzARg+fLlPPbYY+zbt4/IyEguvPBCZs2aRUREhC8leYmOrp/r1MRqtTT4PRpM6khKIsPIf//JowHuKWIvvovwrgP8XVmdBHWbNGFql8CjNglMapfAE8ht4lPPW3FxMVDz5IKwsDDA83i0Jlu3bgVgw4YN3HLLLTz99NOce+65vPHGG1x//fXqhWsEET2H0Hbi7Z6FfF0O8t55lJLNK/1dloiIiJwEn3reKgOWYRjHPMZiqTkXDhs2jPDwcK677joiIyMBOPfcc4mOjuaVV17h888/59xzz/WlrGoKCmoOj/WhMoU35D0aXFw/wsbcSNkXz4PLQf6Sx7FvHU3okKkYthB/V1drTaJNmiC1S+BRmwQmtUvgaaw2iY2NqvU5PvW8VYau0tJSr31lZWXVjvmtESNGcPvtt3vtv+KKKwBYuVI9QI3F3uU0ws+9BUI8/4E6Nn5JyXt/xVWw18+ViYiIyLH4FN46dOgAQF5ente+yokKNY2HO57KdeGO9bhVGoYtaQCRl/wVS7xnAon7YDYl7/4Fx+ZvME3Tz9WJiIjIb/kU3qKiokhKSiIjw3upiYyMDBISEoiNja3x3JkzZ3LVVVd5bd+xYwcAiYmJvpQkdWCJakvEhHsJGTgBz/tQKyj7Zi5lX76IWeHduyoiIiL+4/M6b+PGjWPt2rVs3LixaltmZiYrV65k/PjxxzyvdevWrFy5kjVr1lRtc7vdPPvss1itVs4//3xfS5I6MCxWQk+/hPAL7sIIbwWAc/tKihc/gCt3h5+rExERkUqG6eOzscLCQiZMmIDT6WTGjBlYLBbmzZuH3W5n8eLFxMTEkJ+fz/Lly0lKSmLgwIGA532okyZNwuVyMX36dNq0acOnn37K6tWruf3227nxxhvr5RvLyztcL9epSVMfWOouPUTZVy/jylrv2WBYCR08Gfsp52IYdXodboNp6m0SrNQugUdtEpjULoEnkCcs+BzeALKysnjooYdYsWIFISEhDBo0iFmzZlU9+vz+++9JS0vjoosu4uGHH646b/v27TzxxBOsXLmSiooKunfvTlpaGpMmTfK1FC8Kb3Vjmm4cP39K+apFYLoAsCaeQtiIa7FEtPJzdd6aQ5sEI7VL4FGbBCa1S+BpsuEtkCm81Q9X7g5K//s85uGjk1PsYYQMGE/IKecE1JIizalNgonaJfCoTQKT2iXwBHJ4C8xnYBIwrHFdibzk/7B1G+zZ4CijYvUiihfegyNzOaapRZVFREQak8KbnJAREkH4mBsJP++PWGI6AmAWH6Tsq5cpeecvOPdsPMEVREREpL749IYFaZ5siadg7dAHZ+a3lK95B7OkEPeBXyj98J9YE/sROvgyrDEd/F2miIhIk6bwJrViWCzYe56FrdtgKn7+hIqfPgJnOa6snynJXo89ZQQhp03CEtHa36WKiIg0SQpv4hPDHkpo6kTsvUZQseY9HFu+BtPEsfkrHNtWENJ3LPY+Y7BERvu7VBERkSZF4U3qxBLRmrCzrsbedyzl3y/ElfUzOMupWJdOxU8fY+s2iJBTzsEa28XfpYqIiDQJCm9SL6wxHYg47w8492ykfM07uHO2genCuW0Fzm0rsCYkY+87FlvnUzEsVn+XKyIiErQU3qRe2Tr0xtahN67c7VSs/wznjtVgunHtz8S1PxOjRRvPI9WeZ2GERPi7XBERkaCjRXp9oMUUT577yEEcG/9LxaavoLz4fzvsYdiTzySkz9lYWifU+T5qk8Ckdgk8apPApHYJPIG8SK963qRBWVrEEDpoCiEDL8SxdTmO9Z/hLtoPjjIcGV/gyPgCa3wPbClnYu86CCMk3N8li4iIBDSFN2kUhj2UkN6jsfcaiStrAxUbPsOVvQEAV85WXDlbKf/uP9i6nI495Uys7VIwDK0hLSIi8lsKb9KoDMOCLakftqR+uAr34tzyrec1W6VF4KzAuXU5zq3LMaJisSefiT35DCxRbf1dtoiISMDQmDcfaGxC/TLdLlzZ63Fs+Rbn7h/B7frVXgNrh17Yk8/E1jkVwx5a4zXUJoFJ7RJ41CaBSe3iX6bbhXk4D3fhftxF+3AX7sNyJA9HwT6M6I6Ej7sdw9Iw/V0a8yZBybBYsSUNwJY0AHfZYZzbVuLYsgz3gV8AE9eejbj2bAR7GLYup2FPPkOPVUVEpNbMihLchft+9Wu/5/dDOb/pOPiV4kLM0sMYAbTovMKbBBRLWBQhfccS0ncsrvzdODK/xbl1BWb5EXCU4cz8FmfmtxiRMdh7DMPWYxjW6Pb+LltERAKEaZqYxQW4C/f+JqjtwywpPLmLhEYS0rYj9ph2uNv1D7i3BemxqQ/Uvd24TJcTZ9bPODOX4/zlJ3A7q+23xHahVf+RRPQ6g0Pl+vdIINFnJfCoTQKT2qX2TLcb83AuroK9nqBW8L+whqPsxBcwLBgt47C0SsDSuh2W1glYWrf3/B4WpaVCROrCsNqwdz4Ve+dTMcuO4NixCsfW7zxvcQDceTsp+GInBV++hi2xH/aUs7Am9dObHEREmgDT5cRdlIO7cA/ugn24C/Z4wlrRfnA5T3wBe9jRcNbuaDg7+nXLOAxrcMag4Kxami0jrAUhvUcT0ns07qL9OLauwLF1OebhfHC7cO7+EefuHzEiWntmq/Y8C0vLOH+XLSIiJ2C6j4a0gj24D+7x/F6wF3dRDpjHGI/2K0Z4KyzR7asHtOj2GBGtMQyjEb6DxqPHpj5Q93ZgMU03EcVZFG/4muJN33l1l1s79Mbec4TnvapWu5+qbJ70WQk8apPA1JzaxXS7MQ/l4jqYdTSgVYa0/ceeNPArRos2/wtp0e2xHv3dCI2s1zr12FSkARmGhbDEXoQl9sJIvRTn9lVUbPmm6rFq5WxVI7QFth7DsPccgTWmg5+rFhFp2jwTBw7iPpiN6+Ae3AXZnh61wj0n9bjTiIr1hLPoDp6wFt0BS+t2GPawRqg+sCm8SZNi2MOw9zwLe8+zcB3MxrH5Gxxbl0N5MWb5ERwbPsOx4TMs8d0J6TsWW5fTNDZORKSOzPJiXAezcR/Mwn0gG9fRoIaj9ITnGlFtjwaz9lhjOlR9fax1PUXhTZowa0xHrMOuIHTQZJy7fsCx+WtcezcB4M7ZRlnONowWbQjpOxZ7zxF6r6qIyAmYbifuwhxPSDuY7Xn0eSALs/jgCc81wlthiemIJboD1piOR79ur540Hyi8SZNn2EKwdx+CvfsQ3IdyPb1xm7/GLDuMeeQA5SvfpHztEuy9RhDSdyyWFm38XbKIiN+ZZUeOhrNfcB34BfeBLNwFe72Wa/JiD8MS09ET0KI7Yonp4AlqYbUf2yU1U3iTZsXSMo7QQZMJOfVCHJnLcaz/1DNI1lGK4+dPcKz/DFvX0wnpNw5rbBd/lysi0uBM8+gEggPVg9oJe9MMw7NGWkzi0bCWiKVNR4wWbZvc7M5Ao/AmzZJhCyGk9yjsvUbg+uVnKn7+BNe+zWC6cW7/Huf277G2S8F+yrnYOg3Qq7hEpEkwXU7P7M783bgO7Mad/wuug1knXNTWCG2BpU0iljZJnh61NomecWm2kEaqXH5N4U2aNcOwYOs0AFunAbjyd1Hx86c4t68C04Vr3xZc+7ZgiUkk9PRLsCb1178mRSRomI4yT29a/m7cB3bjyv8Fd0H2CZbjMDBaxWNtk4SlTSLWNolY2nRqkmulBTOFN5GjrG07Ez76etyDJlOx4Qscm7+CilLcB7Mo/fRJLPHdCT39Emzte/m7VBGRasyKUs/jzrxduPJ34c7fhbtwP3CcpVytdiwxiVjbJmFp08nze3RHzfIMAgpvIr9hadGGsCGXEXrqhVRs+JyKnz/2hLicbZSmP4K1Qx9PT1xcV3+XKiLNkFlRiit/N+78o0Etb5fnLQTHC2ohEVjbdvI89mzbCUubTlhaJ2ippCCl8CZyDEZIOKGnXkhI79FU/PwxFes/B1cFrj0ZlOzJwNY5lZDTLtaCvyLSYExnBe6DWbhyd+LK24k7b8cJe9SMsCgssZ2xtu2MpW0nrG07aRJBE6PwJnICRlgLQgdNwd53LBU/puPYtNTzHtVda3Hu+gFbj6GEpk7SO1RFpE5MtwvXwSxcuTtw5x0NawePP0bNE9S6eHrTjgY2IzJGQa2JU3gTOUmWiNaEnXElIf3OpXzt+zi3fgumiXPrdzi3fY+9z2hCT7sIIyTC36WKSBBwFxfgyt2OO3cHOQd3UrF/B6aj/NgnhEZije2CNbaLglozp/AmUkuWqFjCR87ENeA8Kta8i3PHajBdODZ8jnP7KkKHXIat+1D9QBWRKqaz3DNOLWc7rtztuHJ3HH8dNVuI57Hn0bBmjeuKERWrnysCKLyJ+Mzauj3hZ9+EK38X5SvewLVvC2ZpEWVLX8K6+WtCz0jTeDiRZsg0Tcwj+bhytuHavw1X7jbcB7LAdNd8gmFgj+1EaPvuOFsmYYnr4llDTZMJ5BjqFN727t3Lo48+yooVK3A4HJx++unce++9dOrU6aSvceTIEcaPH09iYiILFiyoSzkifmFt25nw8ffg3LaC8pVvYpYewrVvCyWLH8B+ylhCT52o96aKNGGmy+FZ9DZnK66c7bhytmGWFB7zeCMyGmtsV6zx3bDEdcPatjMxcdEAFBSUNFLVEsx8Dm+FhYWkpaVx5MgR0tLSCA0NZe7cuUybNo0lS5bQps3JvR/ykUceYd++fSQmJvpaiojfGYaBvccwbJ0GUL7mXRwZX3gepf78Cc5tKwkdejm2roP0yEOkCXCXHvIEtf1bceVsw52369jv+7TaPWPU4rphjeuKNa4blhYxjVqvND0+h7f58+eTnZ3NokWL6Nu3LwDDhw9n0qRJzJkzh7vvvvuE11ixYgWLFi3Cbrf7WoZIQDFCIggbNg17ynDKvn0N99F/gZf99/mjj1KvxNq6vb/LFJGTZJom5uE8T1DbvwXX/q24C/cd83gjMhprfA+s8d2xxnfH0iYJw6oRSlK/fP4vKj09nQEDBlQFN4Dk5GSGDBlCenr6CcNbcXEx9913H1OnTuWzzz7ztQyRgGRtk0TEhbNxZi6n/Pu3MMsO49qzkZJF9xPS7zxCUidiWPWPFpFAY7rdnnXV9m/FtT8T1/7MYz8CNSyeddSOBjVrfHcsLU7uqZNIXfgU3oqKisjKymLkyJFe+/r06cPy5cvJzc0lLu7Y61499thjuN1u/vjHPyq8SZNkGBbsKcOxdT6V8tWLcWz0rA9XsS4d5+4fCRt5HdbYzv4uU6RZM90uz3i1fVtw7tuMa38mVJTWfLAt1BPSEpKxJvTAGtdNr5ISv/ApvOXk5AAQHx/vta8ysO3bt++Y4W3VqlW88cYbvPjii7Ro0cKXEk4oOrrh1tqyWi0Nfg+pncBukwiYcAMVp5/DgU9exJGzE3fBHkre+ysth15Eq2GXNNnHKoHdLs1Tc28T0+WkYv8OyrM2Upa1ifLszZjHCGuWiFaEduxJaMeehCX2wh7XqcFmgDb3dglEgdwmPv0fo7i4GIDwcO8ZdGFhYQCUlNQ8Y6a0tJT77ruPCy+8kBEjRvhye5GgFJLQlYTpf+fQyvco+m4xuF0c+m4xpVvX0OaCmwiJ7+zvEkWaHNPtomL/Dsp2b6D8l42U79l8zIVwrS1jCUvqRWjH3oQm9sIWnaBJRhKQfApvbrdnrZrj/UdtsVhq3P74449TXFzM7Nmzfbn1SWvI6daVKVxTugNHULVJ7/OJiOtD2ddzcB/IwpG3m/2v3kvIqRcSMvACDEvT6YULqnZpJpp6m5imG/fBPbj2bsS5ZxOufVvAUXPPmhEVi7VdT2ztU7C2S8ESFQuA4+gvCo/x+LQBNPV2CUaN1SaxsVG1Psen/0tERkYCnl603yorK6t2zK/98MMP/Pvf/+b+++/H7XZz8KBndWnTNHE4HBw8eJDQ0NAazxVpSqxtOxEx6c9U/PgBFT9+AKaLirXv4tz1A2GjrsUao6VzRE6GaZqYh3Jx7tmIa+8mXHs3YZYdrvFYo2UctnY9sbbv6QlrmlwgQcqn8Nahg2fV+Ly8PK99ubm5QM3j4ZYvX47b7eb//u//+L//+79q+w4cOMDQoUO56KKLePjhh30pSySoGFYboaddhK3zQMqWzsFdkI37wG5K3vkLIadOJGTABVphXaQG7qOzt13ZG3Du2Yh55ECNxxmR0Vjb98bWoRfW9r0U1qTJ8Cm8RUVFkZSUREZGhte+jIwMEhISiI2N9do3adIkUlNTvbbffvvtJCQkcM899xx3hqpIU2Rt25mIi/9MxQ/vU7HuQ8+M1DXv4Nz9I+GjrsfSOsHfJYr4lelyeJbuyN6Ac08G7vxfANPrOCMsytOr1r4Xtg69MVrGa8yaNEk+D64ZN24cc+bMYePGjfTu3RuAzMxMVq5cyTXXXFPjOYmJiTW+ScFut9OqVSuGDRvmazkiQc2w2gk9/RJsnQZ6xsIV7MWdt5Pidx4gdNg07Cln6X9C0myYpom7IBtXdgbO7A249mWCq8L7QFuIZ8xahz5YO/TGEtMBw6h5vLVIU+JzeJs5cybvvfceM2fOZMaMGVgsFubNm0d8fDwzZ84EID8/n+XLl5OUlMTAgQPrrWiRpsoa15WIi/5C+Zp3cPz8CTgrKP9mHq5ffibsrGswwhpmaR0RfzPLiz3j1rJ+xpm1/hgL4xpYYjt7wlrHPljju2uxa2mWfA5vrVu35vXXX+ehhx7iueeeIyQkhEGDBjFr1ixiYjzvbdu+fTuzZs3ioosuUngTOUmGLYSwIVOxdTyFsq9exiwpxLlrLcW52wkbeS22jn1PfBGRAGeabtz5v+DM+hlX1npcudvBdHsdZ7Rog61jH6wd+2Jr31v/gBEBDNM0vQcONAF5eTXPNqoPmtIdeJpqm5hlRyj7Zh7OXWurttlPOZfQQZODosehqbZLMPNnm5hlR3Bmb/AEtuwNmKWHvA+yhmBt3xNb4inYEk9pNuPW9FkJPE1uqRARaRxGWAvCxt6Mc8syyr77DzjLcaz/FNeejYSNvgFrTAd/lyhyTJ6xa3tw/vITrl9+wpWzFWroL7C0bo/1aFizJiRj2EL8UK1I8FB4EwlwhmFg73kW1nbJlH75Iu68nbgPZlHy7l8IHXwZ9j5jmkXPhAQH01mBa+9mnL+sw/nLTzUv42EPw9a+F9bEftgS+1YtjisiJ0fhTSRIWFolEDHxPirWLqHix3RwOSj/7t84s34mbMQMLBGt/V2iNFPu4gKcv/yEc/c6XHs3gtN7ZqjRKgFbUn9sSf09vWtN9H2+Io1Bnx6RIGJYbISefgnWjn0pW/oS5pEDuLJ+pmTR/YSdNQNbZ00MkoZnmibug9k4d/+Ic/ePuPN2eh9ksXqW8Ujqhy2pP5ZWWq9QpL4ovIkEIVu7FCIv+Stlyxfg3LYSs+wwpZ89hb3nSEKHXo5hD/V3idLEmG4nrn2ZVYHNPJzvdYwR3hJrYn9PYOvYFyMk3A+VijR9Cm8iQcoIjSR89A04kvpT9u1rUFGKY/NXOPdtInzU9Vjjuvq7RAlyZkUpzqyfPYHtl5+hwnvWnSW6I7ZOA7B1HogltosWyRVpBApvIkHO3n0o1oRkypa+hGvfFsyiHEqWPEhI6iS9H1VqzV1S5Alru9bi2rMR3K7qBxgWrO1SPIGt00AsLfVKQ5HGpvAm0gRYWrQh/IK7caz/hPLVi//3ftSsnwkf9Tv9D1aOy30oF+eutTh3/oArZxte7w21h3nWXes0EFtiPy2UK+JnCm8iTYRhsRDS/3ysHfpQtvRFz/tRc7ZRvPgBws64EluPM7SkiACeCQeu/N04d/2Ac9da3AezvY4xwlth6zwQW+dTsbbvFRSLQos0FwpvIk2MtW0nz/tRv38LR8YX4Cij7Ks52HavI/TMNCzhLf1doviBabpx5+6gYN1PlGauwlmY43WM0TIOW+dTsXdOxRLfTePXRAKUwptIE2TYQjy9bUn9KPvqFczSIpw71+Dau5nQYVdg6z5UvXDNgOl249q/BefONTh3/YBZXOB1jKVNErbOqdi6nIoluqP+uxAJAgpvIk2YLbEfEVMepPyb+Th3rcUsP0LZ0pewbltJ2JlpWKLa+rtEqWemy4lr78ajge1HzLLfvufZILRDMiQOxNY5FUtLvd1AJNgovIk0cZawKMLPuQXHjtWUL1+AWXoIV9bPFL99H6GDJh99vZYejwUz01nheeH7zjU4d/8IFaXVDzAsnpe9dzmNtv3PwNoiWi9AFwliCm8izYS96+nYOvSmfOWbOLYsA2c55d/9B8f27wk76xqs0XrJfTAxHWWeNdh2rMH5y0/gLK9+gMWGtWMf7F1Ow9ZpYNUMUWuLCD9UKyL1SeFNpBkxQiMJGzETW7chlC2bj3k4D3fONkoW/5mQUycQ0v8CvXMygJkVJTh3r/P0sGWtB5ej+gHWEM+SHl1Pw5Y0QG84EGmi9FNapBmydexD5OQHKV/zDo4Nn4HbScWad3FuX03YiBl6O0MAcZcdxrV7HY4dq48umuusfoA9DFvSAGxdUj1rsOnVaCJNnsKbSDNl2EMJG3o59m6DKft6Lu6CbNwF2ZQs+Rv25DMJSb0IS4sYf5fZLLmPHKxag821bwuY7uoHhEZi6zQAe5fTsXbojWEL8U+hIuIXCm8izZw1risRF/+Fip8+pOKH98HtwrFlGY5tKwnpO9bziq3QSH+X2eS5i/bj2PkDzl1rcOfu8NpvhEV5lvToehrW9j0xLPrxLdJc6dMvIhhWG6GnTsTW5XQqVr3tmbHoclDx00dUbPqK0IHjsfc5Wz089cg0TdwHs3DuXHvstxxExngeh3ZOxZrQQ++pFRFA4U1EfsUa3Z7wc2/DuT+T8u/fwp2zDSpKKP/+LSo2fEFo6iRsyWdiWLS0iC9MlxPXvs2eF7/vXod55IDXMUarBM8M0S6pWNp21qK5IuJF4U1EvNgSkrFeeB+u3esoX/U27sK9mMUHKftmLpb1nxB6+hSsnQYoWJwEs+yIZ0mP3T96Zog6yryOsbTtdPQtB6lYWrfX36uIHJfCm4jUyDAMbJ0HYk3qhzNzOeVr38UsLsBdsJfSz57CmpBMSP/zsCb20+O833AX7a/qXXPt3+o94cCwYm2XjK3TAGydT8USpbcciMjJU3gTkeMyLFbsPc/C1n0IFRu+oGJdOlSU4NqfSen+TIzIaOwpw7GnnNVsX7dllhfj3LsZV/YGnNkbMA/neR8UEoEtsZ8nsCWeokkgIuIzhTcROSmGLYTQAecT0msE5T+m49i0FBxlmMUFVPzwPhU/fIA18RTsPUdg69S/Sc+GNN1OXLk7PWFtTwbu3O1gml7HGVGx2DoN9PRgJvRo0n8nItJ49JNERGrFCI0kbMhlhKZOxLH9exybvsKdtxMwcWX9jCvrZ4zwVthThuMcfC621vH+LrnOTNONu2Avrn1bPIFt72ZwlHofaLVhTUjB2qEPtk79NX5NRBqEwpuI+MSwhxHScwQhPUfgyt+NY/PXOLauAEcpZmkRFevS2bsunbBOp2B2HIC1XQqW6PYYRuDPVDXLjuDK3e75lbMdV+6OmsMaYIlJxNqxD7aOfbEmJGs5FRFpcApvIlJn1radsJ6ZRujgy3DuWEXF5q89y4wAZbvXw+71ngNDIz0zWdslY01IwdK2k98nO5huJ+6De34V1LZjFu0/5vFGeEusHfti69AHa8c+WCJaN16xIiIovIlIPTLsoUcnLwzHdTAb687vKN70Le6SQ54DyouPzsL80fNnexjW+O5YE5I9PXOt22GEtaj33jnT7cI8nI+7KAf3oRzcRftxH8rFXZSDeTjfezbor1ii22ON64Ylvrvn9+gOehQqIn6l8CYiDcIa05HoblfTesxVHNi53TNebP8WXPsyMYsPeg5ylOHK3oAre8P/TjQsGGFRGBEtMcJbHf3VEkvVn1uCxQrOckxnBTgrjv5ejumoqLbdXVL4q4DmOnHRoZFY47p5fsV3wxrbRbNCRSTgKLyJSIMyDANrdHus0e2h9yhM08Q8ko9rXyau/Vtw7sus/pjSdGOWFmGWFgFZDVOULRRLqzgsLeOxtErA0joBa1w3jFbxQTEmT0SaN4U3EWlUhmFgRMViiYrFnnwGAO6SQlw52zGLD2KWFGGWHsJd6vnd8+cicJ9EzxmAxQa2EAxbCEZYi6MBLR6j1dGg1jIOI6K1Hn2KSNBSeBMRv7NEtMbSJfWY+03ThIoST6ArOQSYnlmdttCjv4dg2EI9v+ttDyLSxCm8iUjAMwzDMx4tNBJat/d3OSIifqXBHSIiIiJBpE7hbe/evdxxxx0MGTKE1NRUbrjhBnbv3n3C8/bv388f//hHzjzzTE499VRmzpzJ+vXr61KKiIiISLPg82PTwsJC0tLSOHLkCGlpaYSGhjJ37lymTZvGkiVLaNOmzTHPu+KKKyguLuaqq64iMjKS119/nSuuuII333yTPn36+PzNiIiIiDR1Poe3+fPnk52dzaJFi+jbty8Aw4cPZ9KkScyZM4e77767xvPmzp3Lnj17eOutt+jfvz8A559/Pueccw7/+te/eO6553wtSURERKTJ8/mxaXp6OgMGDKgKbgDJyckMGTKE9PT0Y57ndDoZPnx4VXADiI2NpUuXLmzevNnXckRERESaBZ963oqKisjKymLkyJFe+/r06cPy5cvJzc0lLi7Oa/+sWbO8thUXF5OVlUVKSoov5YiIiIg0Gz6Ft5ycHADi4+O99lUGtn379tUY3n6tqKiILVu28NRTT1FcXMwNN9zgSzk1io6OqLdr/ZbVamnwe0jtqE0Ck9ol8KhNApPaJfAEcpv4FN6Ki4sBCA8P99oXFhYGQElJyQmvc9NNN7F69WoApk+fzuDBg30pR0RERKTZ8Cm8ud1ugOO+XsZiOfFwuquuuoqrrrqKZcuW8e9//5vdu3fz0ksv1ctrawoKThwefVWZwhvyHlI7apPApHYJPGqTwKR2CTyN1SaxsVG1Psen8BYZGQlAaWmp176ysrJqxxzP2LFjq36Piopizpw5fPPNN4wYMcKXskRERESaPJ9mm3bo0AGAvLw8r325ublAzePhjueCCy4AICMjw5eSRERERJoFn8JbVFQUSUlJNQatjIwMEhISiI2N9dpnmiaTJ0/mpptu8tpXOY6ucsyciIiIiHjzeZ23cePGsXbtWjZu3Fi1LTMzk5UrVzJ+/PgazzEMg7i4OL7++msyMzOrtpumySuvvILFYtEjUxEREZHjMEzTNH05sbCwkAkTJuB0OpkxYwYWi4V58+Zht9tZvHgxMTEx5Ofns3z5cpKSkhg4cCAAWVlZXHTRRYSEhHDllVcSFRXFxx9/zNq1a7npppu49dZb6/UbFBEREWlKfA5v4AliDz30ECtWrCAkJIRBgwYxa9YsEhMTAfj+++9JS0vjoosu4uGHH646b+vWrTz++OOsWrWKiooKkpOTufrqq5kwYULdvyMRERGRJqxO4U1EREREGpfPY95EREREpPEpvImIiIgEEYU3ERERkSCi8CYiIiISRBTeRERERIKIwpuIiIhIEFF4ExEREQkiCm8iIiIiQUThTURERCSIKLyJiIiIBBGFNxEREZEgovAmIiIiEkQU3kRERESCiMKbiIiISBBReKuFvXv3cscddzBkyBBSU1O54YYb2L17t7/LapZefPFFzjjjjBr3lZWV8dhjjzFq1Cj69+/PlClT+Pbbbxu5wubj559/5rrrruO0007jlFNOYdKkSbz33nvVjlGbNL5169aRlpZGamoqQ4cO5d577yU/P7/aMQUFBTzwwAOceeaZDBw4kLS0NNavX++nipuX9evX07t3b5555plq2/VZaXxTp04lJSXF69fEiROrjgm0z4phmqbpt7sHkcLCQiZPnsyRI0dIS0sjNDSUuXPnYhgGS5YsoU2bNv4usdlYunQpN998M61bt2b58uVe+2+66SaWLl3KFVdcQdeuXVm0aBGbN29m/vz5DBo0yA8VN13bt2/n4osvplWrVlxxxRVERkby0Ucf8cMPP3DPPfdwzTXXAGqTxrZu3TquvPJKunTpwpQpUzh06BDz5s0jJiaGd999lxYtWlBRUcGVV17Jli1buPrqq2nbti0LFiwgLy+PRYsW0a1bN39/G01WRUUFl1xyCZmZmdx8883ccsstVfv0WWl8qampDBw4kAkTJlTb3rp1a0aMGBGYnxVTTsoTTzxhpqSkmOvXr6/atmXLFrNXr17mww8/7MfKmg+3222+9tprZu/evc3k5GRz2LBhXsd89913ZnJysjlv3ryqbcXFxeaYMWPMiy++uBGrbR6uu+46c8CAAeb+/furtrlcLvOyyy4z+/fvbx4+fFht4geXXXaZOWzYMPPQoUNV27788stq7fDWW2+ZycnJ5meffVZ1TG5urpmammrecsstjV1ys/LEE0+Yffr0MZOTk82nn366ars+K41vz549ZnJysrlgwYJjHhOInxU9Nj1J6enpDBgwgL59+1ZtS05OZsiQIaSnp/uxsubj0ksv5cEHH2TYsGH06dOnxmM++OAD7HY7l156adW2iIgIJk+ezIYNG9i1a1cjVdv0uVwuVq9ezfDhw4mPj6/abrFYOO+88ygtLWXz5s1qk0ZWUVFBy5YtmTx5MlFRUVXbK3tttmzZAnh+psXFxTF27NiqY2JjYznvvPNYunQpxcXFjVt4M7Fp0yZefvllbrzxRq99+qw0vq1btwIct/csED8rCm8noaioiKysrGrBrVKfPn3Izc0lNzfXD5U1L/v27ePBBx/kpZdeIjIyssZjNmzYQNeuXYmIiKi2vTLsbdiwocHrbC4sFgvvv/8+s2bN8tp38OBBAKxWq9qkkYWEhPDSSy9xxx13VNu+adMmANq1awdARkbGMX+mVVRUkJmZ2fDFNjMOh4N7772XkSNHMm7cOK/9+qw0vsr/zivDW01BLBA/KwpvJyEnJwegWu9Cpbi4OMATLKRhffnll0yZMgXDMI55TE5OznHbae/evQ1WX3NjGAaJiYl07Nix2vaSkhIWL15MZGQkvXv3Vpv4WU5ODh9//DF33nknbdu25bLLLqO4uJjDhw/rZ1oje/HFF9mzZw9//vOfa9yvz0rj27p1K3a7neeff57TTjuNU089leHDh/Paa68BBOxnxdbodwxClUk8PDzca19YWBjg+R+WNKyQkJATHlNcXHzcdiotLa33uuR/TNPkT3/6E3l5edx6662EhoaqTfzI6XQyatQoXC4XVquVhx9+mPj4+KonBfqZ1ni2bNnCCy+8wF/+8hfi4uI4fPiw1zH6rDS+rVu34nA42L9/P3//+98pLS3l7bff5u9//zuFhYVMnToVCLzPisLbSXC73QDH7fGxWNSJGQzUTg3HNE3+8pe/8OGHHzJ48GCuv/76kzpPbdJwnE4nDz/8MBaLhbfffpu77rqL/fv3V1sC4VjULvXH5XIxe/ZsTj/9dCZPnuzzddQm9e/SSy+loqKCq666qmrbhRdeyOWXX85LL73EZZdddsJr+KNdFN5OQuX4qpr+1VNWVlbtGPGviIiIqjb5NbVTw3I4HNxzzz2kp6fTv39/nnvuOWw2z48XtYn/hIWFceGFFwJw/vnnc8UVV/DMM88wfvx4ALVLI3nllVfYsmULr7/+etV40Mqet9LSUg4ePEiLFi30WfGDyy+/3GubxWLhsssu49577+W7774DAu+zovB2Ejp06ABAXl6e177Kxw81PQ+Xxte+fXu1UyMrKyvjlltu4ZtvvmHQoEG88MIL1X6YqU0Cg8ViYdy4cfz444/s3buXli1bql0aybJly3A4HEyZMsVr3yuvvMIrr7zCQw89pM9KAKlcu9XtdgfkZ0Xh7SRERUWRlJRERkaG176MjAwSEhKIjY31Q2XyW3369OH999+nrKysajwCUNV2p5xyir9Ka5KcTmdVcBs1ahRPPfUUoaGh1Y5RmzSuHTt2cO2113LllVcyY8aMavuOHDkCeHrk+vTpc8yfaTabjV69ejVKvc3B3XffzaFDh6pt27dvH7Nnz2bixIlMmjSJ7t27s3btWn1WGlFOTg4zZsxgzJgx/OEPf6i2b8eOHQAkJiYG5GdFD9BP0rhx41i7di0bN26s2paZmcnKlSurHkGI/40bN46KigoWLlxYta2kpIRFixbRr18/kpKS/Fhd0/PMM8/wzTffMHr0aJ555hmv4AZqk8bWqVMniouLefPNN6sN9SgqKmLRokUkJCTQq1cvxo0bx969e/niiy+qjsnLy+Pjjz9m7NixNbal+KZv374MGzas2q8BAwYAnnAwbNgw4uLi9FlpZPHx8Rw+fJjFixdTUFBQtb2oqIj58+fToUMHTj311ID8rOj1WCepsLCQCRMm4HQ6mTFjBhaLhXnz5mG321m8eDExMTH+LrFZmT59Ojt27Kjx9VjXXnstK1asYPr06XTu3Jm33nqLzMxM5s+fz2mnneaHapumAwcOMHLkSNxuN7Nnz6ZFixZexwwdOpS4uDi1SSP79NNPufXWW+nVqxcXX3wxZWVlvPnmm+Tm5vL8888zfPhwHA4Hl1xyCVlZWcyYMYPo6Ghee+01CgoKWLhwIV27dvX3t9Gkbd++nfPPP9/r9Vj6rDSuL7/8khtvvJHOnTszdepUHA4HCxcuJCcnh5dffpmhQ4cG5GdF4a0WsrKyeOihh1ixYgUhISEMGjSIWbNmkZiY6O/Smp3jhbfi4mKeeOIJPvroI0pLS0lJSeGOO+5g8ODBfqi06friiy+46aabjnvMyy+/zFlnnaU28YP//ve/vPjii2zatAm73U5qaiq33HIL/fr1qzrmwIED/POf/2Tp0qW4XC769+/PXXfdpUemjeBY4U2flcb31Vdf8cILL7Bx40ZsNhsDBw7k1ltvpX///lXHBNpnReFNREREJIhozJuIiIhIEFF4ExEREQkiCm8iIiIiQUThTURERCSIKLyJiIiIBBGFNxEREZEgovAmIiIiEkQU3kRERESCiMKbiIiISBBReBMREREJIjZ/FyAi0pjeeecd7r333pM6dsuWLXz//fekpaWRlpbGfffd18DViYicmMKbiDRLgwYNYtCgQf4uQ0Sk1hTeRKRZGjRoELfccou/yxARqTWNeRMREREJIgpvIiK1VFFRwcyZM0lJSeGpp56qtm/FihVcc801pKamMmDAAC677DI++eQTP1UqIk2RwpuISC243W7uuusuvv32W2bOnMltt91Wte/tt9/mmmuuYcuWLZx//vlcdtllHDhwgNtuu40XXnjBj1WLSFOiMW8i0iytWrWKZ5555pj7hw8fzoABA7y2//nPf+aTTz4hLS2NWbNmVW3fv38/f/3rX+natSv/+c9/iI6OBuCOO+7g6quv5qmnnmL06NEkJyfX+/ciIs2LwpuINEurVq1i1apVx9wfFRXlFd4effRR3nrrLaZOneq1bMj7779PRUUFt956a1VwAwgLC+PWW2/lmmuu4d133+Xuu++u1+9DRJofhTcRaZZuvvnmWs02/eSTT8jNzQVg5MiRXvs3bNgAeMa8bd26tdq+kpISADZv3uxjtSIi/6PwJiJyEnJzcxk+fDgrV67kr3/9K4MHDyYiIqJq/+HDhwF48803j3mNoqKiBq9TRJo+hTcRkZMwePBgXnjhBZ555hleeOEFnnrqqWpvaqgMcl988QWJiYn+KlNEmgHNNhUROQkpKSnYbDZuvPFGOnTowIIFC8jIyKi2H2D9+vVe5+7atYtHHnmEL7/8stHqFZGmS+FNRKQWwsLCuO+++3C5XNx///24XC4ALrzwQqxWK08++SR5eXlVxzudTv72t78xd+5cCgsL/VS1iDQlemwqIs3SiZYKATj//PNr3D5mzBhGjRrF0qVLWbBgAVdffTWdO3fmrrvu4uGHH2b8+PGMHj2aVq1a8c0337B9+3ZGjRrFhRde2BDfiog0MwpvItIsnWipEIBevXoRFRVV474//elPrFy5kqeeeopzzjmH9u3bc80119C1a1fmzp3LZ599htvtJjExkXvuuYdp06Zhs+lHrojUnWGapunvIkRERETk5GjMm4iIiEgQUXgTERERCSIKbyIiIiJBROFNREREJIgovImIiIgEEYU3ERERkSCi8CYiIiISRBTeRERERIKIwpuIiIhIEFF4ExEREQkiCm8iIiIiQUThTURERCSIKLyJiIiIBBGFNxEREZEg8v8BV4Ou9JNZq6wAAAAASUVORK5CYII=\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Check conversion to Sph normalised betas\n", "# ep.util.matEleSelector(BetaNormXS_sph, thres = plotThres, dims='Eke', sq=True, drop=True).real.plot.line(x='Eke');\n", "# ep.util.matEleSelector(BetaNorm_sph, thres = plotThres, dims='Eke', sq=True, drop=True).real.plot.line(x='Eke');\n", "ep.util.matEleSelector(BetaNormX_sph, thres = plotThres, dims='Eke', sq=True, drop=True).real.plot.line(x='Eke');" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Q: is $\\beta_{0,0} = \\sqrt{1/4\\pi}$ value meaningful here, or an issue? Should renorm or otherwise set this to 1? XS should be conserved... is this indicative of another missing/assumed normalisation term? Sph normalisation choice? YES - matches definition for orthonormal sph, see https://docs.scipy.org/doc/scipy/reference/generated/scipy.special.sph_harm.html and https://shtools.github.io/SHTOOLS/complex-spherical-harmonics.html#supported-normalizations.\n", "\n", "NOTE - in previous cases this has been normalised away, but significant in cases where XS is preserved.\n", "\n", "UPDATE - this is now fixed in `ep.conversion.conv_BL_BLM`. Default will output values for which full expansions matche (i.e. Pl==Yl expansion), which results in $\\beta^{sph}_{0,0}=\\sqrt(4\\pi)$ for $\\beta^{lg}_{0}=1$. If `renorm=True` is set (default case), then values are renormalised to $\\beta_{0}=1$." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Test vs. AF code\n", "\n", "Should be identical for unaligned case.\n", "\n", "06/07/20 - quick testing, things are CLOSE to reference results above, but there still seems to be inconsistencies somewhere, possibly in renorm only?\n", "\n", "01/09/20 - now looking OK for LF (isotropic) case, although renorm per $L$ may still be off.\n", "\n", "09/09/20 - now working correctly, including SF." ] }, { "cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Elapsed time = 3.8381855487823486 seconds, for 51 energy points, 3 polarizations, threshold=1e-06.\n" ] } ], "source": [ "phaseConvention = 'E' # Set phase conventions used in the numerics - for ePolyScat matrix elements, set to 'E', to match defns. above.\n", "\n", "symSum = True # Sum over symmetry groups, or keep separate?\n", "SFflag = False # Include scaling factor to Mb in calculation?\n", "\n", "SFflagRenorm = False # Renorm terms\n", "BLMRenorm = 1\n", "\n", "thres = 1e-6\n", "RX = ep.setPolGeoms() # Set default pol geoms (z,x,y), or will be set by mfblmXprod() defaults - FOR AF case this is only used to set 'z' geom for unity wigner D's - should rationalise this!\n", "\n", "selDims = {'it':1, 'Type':'L'}\n", "thresDims = 'Eke'\n", "\n", "start = time.time()\n", "mTermST, mTermS, mTermTest, BetaNormX = ep.geomFunc.afblmXprod(dataSet[0], QNs = None, RX=RX, thres = thres, selDims = selDims, thresDims=thresDims, \n", " symSum=symSum, SFflag=SFflag, phaseConvention=phaseConvention, BLMRenorm=BLMRenorm)\n", "end = time.time()\n", "print('Elapsed time = {0} seconds, for {1} energy points, {2} polarizations, threshold={3}.'.format((end-start), mTermST.Eke.size, RX.size, thres))\n", "\n", "# Elapsed time = 3.3885273933410645 seconds, for 51 energy points, 3 polarizations, threshold=0.01.\n", "# Elapsed time = 5.059587478637695 seconds, for 51 energy points, 3 polarizations, threshold=0.0001." ] }, { "cell_type": "code", "execution_count": 27, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# 09/09/20 - updating here for BetaNormX values...\n", "\n", "ep.util.matEleSelector(BetaNormX, thres = plotThres, dims='Eke', sq=True, drop=True).real.plot.line(x='Eke'); # Values from AF code\n", "ep.util.matEleSelector(BetaNormX_sph, thres = plotThres, dims='Eke', sq=True, drop=True).real.plot.line(x='Eke', linestyle='dashed'); # Values from LF code.\n", "\n", "###### B2 OK!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!\n", "# BLMRenorm = 1 OK (renorm by XS only, SFflag True or False OK)\n", "# BLMRenorm = 2 FAIL\n", "# BLMRenorm = 3 FAIL (B00 = 2, B20 renorm off by ~2. something)\n", "# BLMRenorm = 4 FAIL (B00 = 2, B20 renorm off by ~2. something)\n", "\n", "\n" ] }, { "cell_type": "code", "execution_count": 28, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# 09/09/20 - updating here for BetaNormX values...\n", "\n", "ep.util.matEleSelector(BetaNormX['XSraw'], thres = plotThres, dims='Eke', sq=True, drop=True).real.plot.line(x='Eke'); # Values from AF code - note these are too small\n", "ep.util.matEleSelector(BetaNormX['XSrescaled'], thres = plotThres, dims='Eke', sq=True, drop=True).real.plot.line(x='Eke'); # Values from AF code *sqrt(4pi) - real valued, match LF code\n", "ep.util.matEleSelector(BetaNormX['XSiso'], thres = plotThres, dims='Eke', sq=True, drop=True).real.plot.line(x='Eke'); # Values from sum over matrix elements - real valued, match LF code\n", "\n", "# Ref. values from LF code\n", "ep.util.matEleSelector(BetaNormX_sph['XS'], thres = plotThres, dims='Eke', sq=True, drop=True).real.plot.line(x='Eke', linestyle='dashed'); # Values from LF code.\n", "\n", "###### XS OK!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!\n", "# Now set with:\n", "# - XSraw = direct AF calculation output.\n", "# - XSrescaled = XSraw * SF * sqrt(4pi)\n", "# - XSiso = direct sum over matrix elements\n" ] }, { "cell_type": "code", "execution_count": 41, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Check imaginary values... should be ~0\n", "ep.util.matEleSelector(BetaNormX, thres = plotThres, dims='Eke', sq=True, drop=True).imag.plot.line(x='Eke', linestyle = 'solid');\n", "# OK" ] }, { "cell_type": "code", "execution_count": 42, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Raw imag max: \n", "array(0.)\n", "Coordinates:\n", " Euler object (0.0, 0.0, 0.0)\n", " Labels \n", "array(0.)\n", "Coordinates:\n", " Euler object (0.0, 0.0, 0.0)\n", " Labels \n", "array(0.)\n", "Coordinates:\n", " Euler object (0.0, 0.0, 0.0)\n", " Labels " ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Check imaginary values for XS terms... should be ~0\n", "print(f\"Raw imag max: {BetaNormX['XSraw'].imag.max()}\")\n", "print(f\"Rescaled imag max: {BetaNormX['XSrescaled'].imag.max()}\")\n", "print(f\"XSiso imag max: {BetaNormX['XSiso'].imag.max()}\")\n", "\n", "ep.util.matEleSelector(BetaNormX['XSraw'], thres = plotThres, dims='Eke', sq=True, drop=True).imag.plot.line(x='Eke', linestyle = 'solid');\n", "ep.util.matEleSelector(BetaNormX['XSrescaled'], thres = plotThres, dims='Eke', sq=True, drop=True).imag.plot.line(x='Eke', linestyle = 'dashed');\n", "ep.util.matEleSelector(BetaNormX['XSiso'], thres = plotThres, dims='Eke', sq=True, drop=True).imag.plot.line(x='Eke', linestyle = 'dotted');\n", "\n", "# OK." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Version info" ] }, { "cell_type": "code", "execution_count": 31, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
Thu Sep 10 18:02:14 2020 Eastern Daylight Time
OSWindowsCPU(s)32MachineAMD64
Architecture64bitRAM63.9 GBEnvironmentJupyter
Python 3.7.3 (default, Apr 24 2019, 15:29:51) [MSC v.1915 64 bit (AMD64)]
epsproc1.2.5-devxarray0.15.0holoviews1.13.3
numpy1.19.1scipy1.3.0IPython7.12.0
matplotlib3.3.1scooby0.5.6
Intel(R) Math Kernel Library Version 2020.0.0 Product Build 20191125 for Intel(R) 64 architecture applications
" ], "text/plain": [ "\n", "--------------------------------------------------------------------------------\n", " Date: Thu Sep 10 18:02:14 2020 Eastern Daylight Time\n", "\n", " OS : Windows\n", " CPU(s) : 32\n", " Machine : AMD64\n", " Architecture : 64bit\n", " RAM : 63.9 GB\n", " Environment : Jupyter\n", "\n", " Python 3.7.3 (default, Apr 24 2019, 15:29:51) [MSC v.1915 64 bit (AMD64)]\n", "\n", " epsproc : 1.2.5-dev\n", " xarray : 0.15.0\n", " holoviews : 1.13.3\n", " numpy : 1.19.1\n", " scipy : 1.3.0\n", " IPython : 7.12.0\n", " matplotlib : 3.3.1\n", " scooby : 0.5.6\n", "\n", " Intel(R) Math Kernel Library Version 2020.0.0 Product Build 20191125 for\n", " Intel(R) 64 architecture applications\n", "--------------------------------------------------------------------------------" ] }, "execution_count": 31, "metadata": {}, "output_type": "execute_result" } ], "source": [ "import scooby\n", "scooby.Report(additional=['epsproc', 'xarray', 'holoviews'])" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "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": "3.7.3" }, "latex_envs": { "LaTeX_envs_menu_present": true, "autoclose": false, "autocomplete": true, "bibliofile": "biblio.bib", "cite_by": "apalike", "current_citInitial": 1, "eqLabelWithNumbers": true, "eqNumInitial": 1, "hotkeys": { "equation": "Ctrl-E", "itemize": "Ctrl-I" }, "labels_anchors": false, "latex_user_defs": false, "report_style_numbering": false, "user_envs_cfg": false } }, "nbformat": 4, "nbformat_minor": 4 }