{ "cells": [ { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "# import things we already know about:\n", "from IPython.display import Image\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "import cartopy.crs as ccrs\n", "%matplotlib inline" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Lecture 23:\n", "\n", "- Learn about the concept of Graphical User Interfaces\n", "- Learn how to make a GUI in a Jupyter notebook\n", "- Learn how to export the GUI to a command line program\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### What are GUIs and why do I care?\n", "\n", "- GUI (pronounced \"gooey\"), stands for \"Graphical User Interface\". GUIs are all the programs you use that do stuff for you without your needing to know a word of programming. \n", "- There are lots of packages that make GUIs in Python, e.g., Tkinter, wxPython, QT, and so on. These are very complicated and cannot be learned in single lecture. Fortunately for us, there is now a package called **PySimpleGUI** which does 80% of what the complete packages do with much less hassle. \n", "- **PySimpleGUI** actually just calls Tkinter (the first python GUI maker) so it is really a \"wrapper\" program that does all the hard work for us. \n", "- **PySimpleGUI** can be run inside a notebook if you take special precautions! When you are happy with your GUI, you can save it as a text file (using tricks we learned way back in Lecture 1!), make it executable and run it from the command line, share it with your non-programming friends and be a hero. \n", "\n", "### GUI basics\n", "- GUIs make windows with \"widgets\" such as popup windows, buttons, text entry boxes, check boxes, radio buttons, menu options, sliders, graphics and more. \n", "- Widgets are called \"elements\" in **PySimpleGUI**. \n", "- GUIs are composed of sub-windows that are each \"classes\" under the hood. But with **PySimpleGUI** , you do not need to know the details (thank goodness!). \n", "- Basically, the GUI stands-by until you click on something. When you interact with a GUI by clicking on, for example the \"submit\", \"ok\", or \"cancel\" button, you create an \"event\". Then the GUI does something. \n", "- The examples in this lecture work in the notebook and as command line scripts. \n", "- On a PC you can create an .EXE file and just double click on it. \\[You have to look up how yourself!\\]\n", "- The best approach to constructing a GUI of your own is to hunt through all the demo GUIs from the author, MikeTheWatchGuy, at this website: https://github.com/MikeTheWatchGuy/PySimpleGUI/tree/master/DemoPrograms. Find the one closest to your needs and just modify it to suit. Note that MikeTheWatchGuy is a very busy guy and is constantly updating the content. \n", "\n", "### Further handy links\n", "- https://github.com/MikeTheWatchGuy/PySimpleGUI/blob/master/docs/tutorial.md\n", "\n", "- https://opensource.com/article/18/8/pysimplegui\n", "\n", "- https://www.reddit.com/r/Python/comments/a1mj0p/pysimplegui_under_the_hood/\n", "- www.codeskulptor.org/demos.html#tabs-Hall-of-Fame\n", "\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Setting up the Python Environment\n", "\n", "If you are using a computer that does not have **PySimpleGUI** installed, run the pip command only once! \n", "Uncomment the !pip command, run it, then comment it back and don't do this again!\n", "\n", "Once installed, just import it to use it. \n" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "#!pip install pysimplegui\n", "import PySimpleGUI as sg\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Popup windows\n", "\n", "This is a super simple introduction to GUIs. It just 'pops up' and disappears when you click on the OK button. " ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "'OK'" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "sg.Popup('Hi there SIO 113 class!','Click OK to exit.')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### The world's simplest GUI\n", "\n", "The popup window didn't do much. A \"real\" GUI displays a window, retrieves user's responses and returns them for some purpose. So, for a more useful GUI we need the following elements: the basic format of a **PySimpleGUI** program is:\n", "\n", "- Define the layout of the window. In **PySimpleGUI**, this is done as a list of lists whereby each row in the window is it's own list of elements. \n", "- Create a window object using the function **sg.Window().Layout()** with the argument of **.Layout()** being the list of lists defining the layout.\n", "- Display the window and retrieve the user's responses. \n", "- Close the window\n", "\n", "\n", "\n", "Here is a super simple GUI that retrieves text typed into a text input box. It will look like this: " ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "execution_count": 5, "metadata": { "image/png": { "width": 500 } }, "output_type": "execute_result" } ], "source": [ "Image('Figures/simpleGUI.png',width=500)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Here's the code: " ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "['I typed this into the text box']\n" ] } ], "source": [ "# layout is the list of lists that sets up the layout of the window: \n", "# sg.Text() and sg.InputText() will be on the first row and sg.OK() will be on the second. \n", "layout = [ [sg.Text('Enter some text'), sg.InputText()],[sg.OK()]] \n", "#sg.Window creates the window object with the desired layout \n", "# the keep_on_top=True brings the window to the top\n", "window = sg.Window('My GUI',keep_on_top=True).Layout(layout)\n", "# window.Read() displays the window and retrieves the user's responses\n", "event, sometext = window.Read()\n", "# window.Close() closes the window (very important for use in a notebook!)\n", "window.Close()\n", "# here we do something with what we retrieved - print it! \n", "print(sometext)\n", "\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### More useful GUIs\n", "\n", "That was fun but also not particularly useful. The GUIs we are used to have things like check boxes, drop down menus, browsing for files, reading in files, sliders, and so on. These things are called \"widgets\" in most GUI environments. For some reason, PySimpleGUI calls them \"elements\", so so will we. \n", "\n", "PySimpleGUI has a LOT of elements to choose from. For a complete (and growing) list look at this website: https://github.com/MikeTheWatchGuy/PySimpleGUI/blob/master/docs/tutorial.md\n", "\n", "The best way to see how they work is to look at some code that uses them, run it, and see what happens. \n", "\n", "\n", "We'll make a window that looks like this:\n" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "execution_count": 8, "metadata": { "image/png": { "width": 500 } }, "output_type": "execute_result" } ], "source": [ "Image('Figures/ExampleElementsGUIinit.png',width=500)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This GUI uses these elements:\n", "- **sg.Text()** and **sg.InputText()** as before\n", "- \"spin\" boxes that allows the user to choose a value from a list: **sg.Spin()**.\n", "- check boxes: **sg.Checkbox()**\n", "- radio buttons: **sg.Radio()**\n", "- Multi-line input: **sg.Multiline()**\n", "- list of options in a \"combobox\": **sg.Combobox()**\n", "- sliders: **sg.Slider()**\n", "- list of options in a \"listbox\": **sg.Listbox()**\n", "- a subwindow with its own options: **sg.Column()**\n", "- you can browse for a particular folder: **sg.FolderBrowse()**\n", "- a few buttons to return or cancel the input: **sg.Submit(), sg.Cancel()**\n", "- a way to close the window at the end. \n", "\n", "It has the same basic structure of all of the PySimpleGUIs in that we set up the layout first, including the layout of a subwindow (**sg.Column()**) that uses its own layout (mini_layout). " ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Cancel\n", "['This is the default text - replace it if you like', False, True, True, False, 'Here is some more default Text or you can replace it as you like\\n', 'A second multi-line\\n', 'Combobox 1', 42, [], 25, 75, 10, 'Spin Box 1', 'Spin Box 2', 'Spin Box 3', 'Default Folder']\n" ] } ], "source": [ "mini_layout = [[sg.Text('Column 1', justification='center', size=(10, 1))], \n", " [sg.Spin(values=('Spin Box 1', '2', '3'), initial_value='Spin Box 1')], \n", " [sg.Spin(values=('Spin Box 1', '2', '3'), initial_value='Spin Box 2')], \n", " [sg.Spin(values=('Spin Box 1', '2', '3'), initial_value='Spin Box 3')]] \n", "master_layout = [ \n", " [sg.Text('Examples of elements in one window!', size=(30, 1),font=(\"Comic Sans\", 25))], \n", " [sg.Text('Here is some text.... and a place to enter text')], \n", " [sg.InputText('This is the default text - replace it if you like')], # one line of text entry \n", " [sg.Checkbox('My first checkbox!'), sg.Checkbox('My second checkbox!', default=True)], \n", " [sg.Radio('My first Radio! ', \"RADIO1\", default=True), sg.Radio('My second Radio!', \"RADIO1\")], \n", " [sg.Multiline(default_text='Here is some more default Text or you can replace it as you like', size=(35, 3)), \n", " sg.Multiline(default_text='A second multi-line', size=(35, 3))], \n", " [sg.InputCombo(('Combobox 1', 'Combobox 2'), size=(20, 3)), \n", " sg.Slider(range=(1, 100), orientation='h', size=(34, 20), default_value=42)], \n", " [sg.Listbox(values=('Listbox 1', 'Listbox 2', 'Listbox 3'), size=(30, 3)), \n", " sg.Slider(range=(1, 100), orientation='v', size=(5, 20), default_value=25), \n", " sg.Slider(range=(1, 100), orientation='v', size=(5, 20), default_value=75), \n", " sg.Slider(range=(1, 100), orientation='v', size=(5, 20), default_value=10), \n", " sg.Column(mini_layout)], \n", " [sg.Text('_' * 80)], # this just makes a line across the window \n", " [sg.Text('Choose A Folder', size=(35, 1))], \n", " [sg.Text('Your Folder', size=(15, 1), auto_size_text=False, justification='right'), \n", " sg.InputText('Default Folder'), sg.FolderBrowse()], \n", " [sg.Submit(), sg.Cancel()] \n", "] \n", " \n", "window = sg.Window('A bunch of buttons', \\\n", " default_element_size=(40, 1),keep_on_top=True).Layout(master_layout)\n", "event, values = window.Read()\n", "\n", "\n", "# this prints all the values of the elements that you fiddled with. \n", "# If you don't do anything, it will just print a bunch of \"None\"s - otherwise it will tell you what you did.\n", "print(event)\n", "print(values)\n", "window.Close()\n" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "execution_count": 11, "metadata": { "image/png": { "width": 500 } }, "output_type": "execute_result" } ], "source": [ "#To set these values, the window looked like this: \n", "Image('Figures/ExampleElementsGUI.png',width=500)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "You can imagine how you could build in the stuff gotten from the GUI into a script that could do all sorts of things. One fun thing would be to make a plot with some data in it. \n", "\n", "### Embedding a plot into your GUI\n", "\n", "To accomplish this, we need a way to:\n", "- make a GUI that retrieves the desired input file for plotting: [get_file](#get_file) \n", "- make a matplotlib figure: [make_topo_map](#make_topo_map)\n", "- make a way to put a matplotlib figure onto a \"canvas\". [draw_figure](#draw_figure)\n", "- create a \"canvas\" to draw on and put it into a window: [window_maker](#window_maker)\n", "- display the GUI with **window.Read()** as before and admire your work. [window_maker](#window_maker)\n", "- make a **main()** program to put it all together. [main](#main)\n", "\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### What should we put in our GUI window? \n", "\n", "I found a website hosted at Scripps for seafloor bathymetry (created by our own Prof. David Sandwell) at https://topex.ucsd.edu/ If you clck on the \"global topography link, you \"get an ASCII XYZ file\" for anywhere you like (https://topex.ucsd.edu/cgi-bin/get_data.cgi). The file Datasets/socal_elevation.txt has downloaded data for the \"Southern California Border Lands\" around San Diego between latitudes 32.5 and 34.25$^{\\circ}$ and longitudes 120.5 and 115.5$^{\\circ}$W. \n", "\n", "Let's plot that! " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### get_file" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [], "source": [ "def get_file():\n", " \"\"\"\n", " makes a GUI that retrieves the desired file name for plotting\n", " Inputs: \n", " None\n", " Returns:\n", " path_to_file: str\n", " path to the desired file\n", " \"\"\"\n", " import PySimpleGUI as sg\n", " layout = [[sg.InputText('Filename'),sg.FileBrowse()],[sg.OK()] ] \n", " window = sg.Window('Simple data entry window',keep_on_top=True).Layout(layout).Finalize()\n", " button, values = window.Read()\n", " window.Close()\n", " path_to_file=values[0]\n", " return path_to_file\n", "\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### make_topo_map" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [], "source": [ "# make a matplotlib figure\n", "def make_topo_map(path_to_file):\n", " \"\"\" Open path_to_file in a pandas DataFrame, and make a topographic map.\n", " Inputs: \n", " path_to_file: str\n", " the path to the file with longitude, latitude, elevation\n", " Outputs:\n", " fig: matplotlib figure object\n", " \"\"\"\n", " import pandas as pd\n", " import cartopy.crs as ccrs\n", " import matplotlib.pyplot as plt\n", " import numpy as np\n", " data=pd.read_csv(path_to_file,header=None,delim_whitespace=True)\n", " data.columns=['lon','lat','elev']\n", " x=data.lon.unique()\n", " y=data.lat.unique()\n", " z=data.elev.values\n", " Z=np.reshape(z,newshape=(len(y),len(x)))\n", "\n", " proj = ccrs.LambertConformal(central_longitude=x.mean(), central_latitude=y.mean())\n", " fig = plt.figure(figsize=(6,6), frameon=True) # you need this frameon to be true\n", " ax = plt.axes(projection=proj)\n", " plt.pcolormesh(x,y,Z,cmap='RdBu_r',shading='gouraud',transform=ccrs.PlateCarree())\n", " return fig" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### draw_figure\n", "\n", "To create the canvas, **PySimpleGUI** uses a special \"backend\" package in **matplotlib** called **backend_tkagg** for this. For more about this powerful puppy, see: https://matplotlib.org/api/backend_tkagg_api.html. \\[ Historical note: **Tk** is an old Unix based plotting package which has been used in Python (called **Tkinter** for Tk interface) and **tkagg** is a particular \"backend\" for **matplotlib** still in use today.\\] \n" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [], "source": [ "## put a figure onto a canvas = this is from MikeTheWatchGuy\n", "def draw_figure(canvas, figure, loc=(0, 0)):\n", " \"\"\" Draw a matplotlib figure onto a Tk canvas\n", "\n", " loc: location of top-left corner of figure on canvas in pixels.\n", "\n", " Inspired by matplotlib source: lib/matplotlib/backends/backend_tkagg.py\n", " \"\"\"\n", " from matplotlib.backends.backend_tkagg import FigureCanvasAgg\n", " import matplotlib.backends.tkagg as tkagg\n", " import tkinter as Tk\n", "\n", " # make a Tkagg canvas\n", " figure_canvas_agg = FigureCanvasAgg(figure)\n", " figure_canvas_agg.draw()\n", " # get some dimensions for our figure's bounding box (bbox)\n", " figure_x, figure_y, figure_w, figure_h = figure.bbox.bounds\n", " figure_w, figure_h = int(figure_w), int(figure_h)\n", " # make a \"photo\" object with correct dimensions out of the canvas\n", " photo = Tk.PhotoImage(master=canvas, width=figure_w, height=figure_h)\n", " # put the figure on the photo\n", " canvas.create_image(loc[0] + figure_w/2, loc[1] + figure_h/2, image=photo)\n", " tkagg.blit(photo, figure_canvas_agg.get_renderer()._renderer, colormode=2)\n", " # return the photo object\n", " return photo\n", "\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### window_maker\n", "\n", "Now we have to make the GUI part to take a matplotlib figure object and put it a GUI window. \n", "To place the figure on the canvas, we can borrow code from this demo program: https://github.com/MikeTheWatchGuy/PySimpleGUI/blob/master/DemoPrograms/Demo_Matplotlib.py to create a little function called **draw_figure()** \n", "Here is the bit borrowed from MikeTheWatchGuy. \n" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [], "source": [ "# make a canvas and put the figure on it - make the window\n", "def window_maker(fig,title=\"Embedded Matplotlib Figure\"):\n", " \"\"\" Makes a GUI window to put a matplotlib figure in. modified from MikeTheWatchGuy\n", " Inputs: \n", " fig: matplotlib figure object\n", " title: desired title for the window - default is 'Embedded Matplotlib Figure'\n", " \"\"\"\n", " import PySimpleGUI as sg\n", "\n", " # get the dimensions of the figure\n", " figure_x, figure_y, figure_w, figure_h = fig.bbox.bounds\n", " # define the window layout with a title, a canvas and an OK button\n", " layout = [[sg.Text(title, font='Any 18')],\n", " [sg.Canvas(size=(figure_w, figure_h), key='canvas')],\n", " [sg.OK(pad=((figure_w / 2, 0), 3), size=(4, 2))]]\n", "\n", " # create the window and show it without the plot\n", " window = sg.Window('Figure in a Window', force_toplevel=True).Layout(layout)\n", " window.Finalize() # needed to access the canvas element prior to reading the window\n", " \n", " # get the canvas element from the window\n", " canvas=window.FindElement('canvas').TKCanvas\n", " # show it all again and retrieve buttons\n", " # add the plot to the canvas\n", " fig_photo = draw_figure(canvas, fig)\n", " event, values = window.Read()\n", " window.Close()\n", "\n", "\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### main\n", "A little function to pull it all together" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "image/png": 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yKxhGmVfW54X1eWZ7vnH7fA2w9T7U5KFkKSvDQ0aTsHxb2OZwqANlK6zPK+mSSOPAOGU0u2asItR5oQwJVUg5I0mp8e7cuXcITeuSQrojAlaL91VIaQ2MBSI0ynVbq9UlLAypMSbaOBGFsnWQNwsmbdXfS7uHJln0BUIiygb6Qzf2LeLymW6+QIv4IpslYpUbsXrb9g9w6jVQso47jfm2lba11MGpdGAoVhAUiwlS0U4yXzPwfUobKhUfKi0W0idaEf+8iZDEV90Ke1xzvE8N4N6J68GTzCuLtOzHYsnvRBw0zRQN8DGp+2fvQPcFCP85htyiPASfGIav9NuGlsX/ngbQF8tU0+SaU0XE2V179mD5DsTBXKL/XIJUkKZTKqa2P3ttziAIT6xPvlicRKBKcsYpNZjxbp30iY5Sj9pTDmbfwNoqUicYL3FfAQ41WPf04OyuLFT76hbEMKHDCKczuq47c+a4sAskZ5FHzdmF19Qnux1jLnsfBjg1PCDuVyVAPSF5gmFysHn6EnqmWyWyra7nTmdnmvOV7fmZ67/8geff/8jtx2ee/udX5i8zVoyvf7xRiTh6FfKo1LUynDLp5O9Ts5LG5I+VlDQlN9WXyvz5Rsrqi8A0ePy8JlpMqWGuJ+dMDUnLnWk5xlXqerGPv6YzO+PWMEGlMaha/e+wyxvdImxzKsYMoTW3d64tTPNnpgLsc7ONOb9oO7Wff8iojdjqUpI7+SKsoOnJb9zeHpBro4IEWHmHyxEgdgFg/z6+JCBZxQizihZkI+wQGWFtxJy20iMQXGrdWXKICztbE4/QsLYyH997gEO//RZ0/OpS0D+0M2nzb0QsIhWCndYSgPQK+IZ3+1Uw7sfX3UvcIigkI3WG2zfK/Oy3cHlE8ml3xkg8UwuMFwH12NIag94D9INxlLjHAP4+J+JU/jzZ59WBsfgkSvG6Ddk2MJ+sZPU+VMEsBcC6ztf6rwNv0whF4vzurbcaAJmO5m5IIqmZYRWqg4acH+Ndg61LLAhxv7UE0B4Yr8ih+w9ssNlS8kJrFOlyhnUwP8g1MRZkSGjKvkDkwSNMyub6ci3e75I8GmXdWL8+sXx5hgJl2Vi+rXz9/TNfvi38NBfmCqPCQ058GJV5q4Dw8cNAHiKhIiunTxPTh8mdeaUyPk7OvKu5c3UcyKcRzTm6+LAYqpIGDzGUPHgkhoQUIxVSwWyIedVIgFAktOa6+fmaXNGss5SxzSUfTW5F0MLXZF/EnC25helx1S3stM0xQ1t4ncke3CRBxiDmnPln8+hRRtvqYyTGZovtfuv2D5Es/OsBxFpVug7Q7W8aq+UORo11Bm9qJzj8fzy9o8YdlL1CNKWT0no4iUTg+fGjbaK2m7Bgge2tH4+vL35+AcyRjGEQOmwEwwcQ+WERAlSWQzc0c+AA3mWLmMnNTbjGeNcZu36F2xXLEcyPMzcf6BycUONufvZbDvO7hCYdz9nZYwTRR2+FGeEg0gHU4utWOstxKcOZoNZCbeY9uPVDRdhDqPb7ugfJO3+CtKgb21mp5XinseCn7IuthVxRNw+N6xabYXZwXnYZ4hDOJf1p93HxwrJtn/WFRA/x2f78nW6IdVlDRzBVbF0wq+gUIX/rHNbOhogwfXxgeDhBUtanhc//84mvBiX5wr1U43neeNqEpbR1w5jGzJSV6VPyyIyPI6ePJ0qpDCdP9iAL+XRCEHQcSIOHENaQEzQn1/SJJA8isw9cTonjZJiwlCL55totrloKdZ39XNMFcka2zZ2dxGKdEvX8gfTwwWWs6pmDlgaPwtFIBMqClRJjIqyVA6OVNpdK7Qu6L/bB3OvWLRsDjzvWeFdr8c9u/yHikK2bvN//6bAiNWZ4HPrHz7wSatN06TuTRfYvvR0Xvo7G/RP7uWrZ2RYvgD3iYyHMbNkv5N5mwTRkgH7mI6AfHs3cAdQyhCgbRnVZhjD7dx7P3apiwTrKEgwmOqCB6DD5BMEHPOsVwRNlBFxLbVEP6tENPbNK4t7UYAvdO2W6Y2/zGOceNREae0tvNQluXZujVWJCtfjT6I44bneQ6v6SOqsMv0HTHxtotr5vC1Q7bYsZ707hYEYqiIUp3qIBgok1C6p1sZ/+IFccR1onD/SJ3toOAG1AtVBB6JRNFA+KFEQNGDy0MmdEE1Uzdv1GnZ+xbUFSYvr0QJ4GyrK5nrsUJGV+9eMz23Vl/nzjjz/N/N/fFn5cvM//lymzVthuK+PDQB53zTWdRoYhY2tBLyPD5USeRjQl8mlETmfS+UzO2edVLdh8pZaWzBMLj+HOxecbVo38eMFOZ193S8HKjVordV2xdUWHwSWC8eRA/vQVK5sDuij5hxoLZcXmG1I2GN3ZqZeHkHUi0gUP7TTrbGfHl1o9A9QEknZC1eYYLTtPxNl3jCkbneTYf4goi9b6YD2AbGnB7gmfkB2x6KY5+69ebd18Phz3PXWmeVo76LfwsHTIOrJId+2aFvsLtNodZ/ccPo4UQYp2UOpOMgJw9MCoGwpICobm+ictpOi7Tjuy2ARppGaXFvpfRZA8IudHP0wjgWS5xQQPU7msEBlJlgZsOnuoWR/A+MDe4tjTGfLkDHwY9wyulsUlOyu0pgsqAdQtKeB+kW1JAKbq5mNn47A79qBJFPtXaItlLKFxznDgWAB7fGYH/fbxtqgfJKEOsvt7PLZ7Batdub5crvf7aY7N9uF2XnvxS5WQ8yRC9U6eIbo9urqkiXK7YvWGmTGcJx7++QfyaeDDP1+5/fHK1//xlbkav1orZd6YI336w5QYRuXy8cT0OCGRIKI5MX16ZL3e0JTJp5HTDx9gyKTzhXR5iAy4AZYFbk8OrNsWkRZ46B+eAVi2zdPOrZBrgdHHSd0WyrJim/tLqrmDUpeFAtSv31yXNkNTIl1u2Hz1hT7S6svXZzBhsN8il8f+Xiq4M7ZFtQRWiIBtG7at2La43JaHiH6JcbWtLtclj4lvc0R0dKnlu3f692//OEDuLLlpNbXH/TkTSxxjZ3uxig60f0rfkXsWfPenYNFWnVWWNUKuEgwTZmNnYS2j7Wi+vlYIqAN1C7WA150IoriuVcA0xs8BqDsIOWs1FLElrk9nW70LhRhg4gOoerQBZUXCmeGMNI6rxRMpmlOkadOlutm4bc4ehpPXrMhnB+P5GZufaexeSFjOoCdEV3929YXMJPRcke54bc9+9z67JzxkhmodxD1503r8c8fGvoAd+sHobLTp24fl8x6Ym4NyfyHxzUup6cBy73r8+ynqTmK9+4Md/to9+kfL6K4LdrnEsyhxZtiAZZxcj10WN+81sz0/s3575vqvn5m/eHTFthZ0UD7+cOa/mPHpSSnJWWw6Z374T488/tMjw2XERJg+njj9+iP5ciJfJiSr1+e4nMiXRxhGD/WLaAeSwjAg2xCheht1LdRbxPSa688iUK4LiDKEH6ZuLhn1NGwDW1e2ZWGbV9ZvVygVkni894eVtM7OhFvVtq14luM4kMbJ+7N6HZRqIMOETidaHRMz6VZhXTckyIeFE1JyDuWwWWt+/60+SktQeev2D9CQj99UZ8V1nyw+DyxM9uwhRs18DkG/t67dvhjwLUSiM58XM6GxLA2zx27oNmPbDcsnLOUI6XHT0sNjMl2rOjh0+mSqTWrAw2daWuxxsnf9HLwkIH7ObvpJf6Yqya1qTRhDj0w4yhZVFHQEBK0rlhIiXsmKPLpOtsVgrMU/n8TDtcwirAtnQcXDvdCE5NHvpe5FXuThk1/XWpxwdgAeTrGohMddUoQnalgXesd2v6+e18KbmjUiPfSuv6t7WnrPZl+iZWQNeaZnmLK2uSNR/PPd4dig+yihtYQU/sL2Aoxf/ezLez6YbeKosdd5aDVALMzteXZJKmfSh09Mg2u7ehoo28b1x2e+/csT89eZctsQFc4fTwxjZrgMDOdMPmUe/vmRy+8+MH16RMcBKyUKJT1Qty005IF0OiPniyfQAGwrLXuTWpE0o+NEVcXWK3X2eidmhF5riCrlNnv43GlEs0IN0KvmiSUlHGsR81vXDYqQxtGZ7TJDKtRtDRnfNWxbFo8djnjhui0uaZg5iYi6IL3IlCiaElY3//22YtmtJqlEaYHVSzGoeOSLesz5fxBAbrNLekiKszd84gRL8M70ELE7m+9ugjbgtcP38XOte/hXTMRjE3AAs4zZCeyKbAtSV5/UdaM5dGw4O3hphjzFKY+UqHhsq5VwWlUsj0j3NceNqf934LieqYWEJucMumqimHeP4rUVWtW5XTLxz6+aERHGqkgt7uk+hr3pSq8HG/Uq7szyiKKQtDN1iygME4XJB2cH07I6aKYx4oB90Dt5bwVfdibbrYv+9X6Bcgw9HG/BcSMsrilKDWDv4K5px/dvdf8a0SPSpDAkmHz7SeiM+siGj+d8xSKiHXMMUexE4YUkcyfPNOLRL7T/axZLtXhfdY+EUc8s9PjohE4j+TQy/fCBD/97IZ8Hrv/2xLYUbKsMD0PEHBfGD2P8m9xRdx6ZPn3AakRTnN0q1HGK5JbGjJPLUW1sDgN2/eYAnQc0Z3ReKAJl9et65b7dAVjXjaGcSaMv/NSoo6J4rYlwtuZxxIYh0s4VWzfqfPVFIaw4SQlG/9muT916UnMWbGULvdilMydOmVaXwiBix0cvOJUHbNso84psq0e56BSRI+4At/8IgFzDjNGup/qUkFrA8q6Cxup2Px9sH6Qty+1Q/tK6NtdSLIddL+ymY7QGamlgn5QaoDx7bGJMYLGC1AnLU7ykliBiYeps6PLk95EGbNCYVBbz82Bed32zkbkw3eO5aspspqyBCQVQi9TPOE2xHinGWhwANZ1IuqHbTEM293NMNDnIcvRLl4gMbDusZd7newJHANhwCv01dPfQ23vIEceCSwfQfAmY7fsXVs495IVV0pJw4nzdaXZwpL3qGI5jpBaXYJqVFBPYhB2gm3Oxj4vDgnccJ7y4TicMEpEm5lYI0hfdu8I5HWzLYay3c+C6ebOwttX/leLJLPron1s8EoFgenVx5nr69QfyNDB+PKNJWZ9nqJXnf31iva0MU2Z68BTu7flGuZzR32Xy6QEdxzDPW8KLR0j02PHsgCbZ6wrb5hEgMowuQQyZNHkIXGGJJNGCNslpUxZ79vjlwTVZEdDRSYSpIDmRVKlNTlKFWijzQmoLtGrcx+AMeFuo883Bk0g+WW7YMPaFhGGE0d83KXeWLaNHanQ/8Di5Bj1OyHjx2icRF60/txj/HdvbF6iXjHu/q+tSECZv6oxpb3b/fdOTOkHsMILHH1Ya/bBXojBeNq94doj/TUNnSyJDXCf0x7LGJFI35aGbW24yBfMUjZhb2SdzK8BSq5eWTIMPkDCt2r1uqmxVWWyvo9ziDVT2Gh3NQbgVP04MNgEV9XTjqF8skj1llERLg+780aoDQx2OnDKA1tNNzey+H++A2+5/WVtUw3ed7OdtDNToTPr7d8z+PrsNcgDeI+CbZ4phhzC84/ma59z0kI3J/WLQF9bDlV+dhPLdj63Obq/7EdJOi7b57iy1wjbTi/SUqNaiLvG48yosGMwzEqsEea6+SIY+r9NEvpzdAb1upCGTzyc0K2XdmH96YnteGT5M5DGTLyOoUG8r2/VGuc6kKFkq09mJRavE1sIjJWJ/IxoCzMd1ylHYPbnMca5e0+KWgRuSxNlyBZJRvl5BBJ3ccZay+zw0u+xnJRyEKj1axiJXwdbNo4FEIjJDIJ38fsu293eL+d5WTEqM3YTUimqijgrVHX9dFzcQHUjjyT+u8fdeve44pt6uvb1kkaJgTd36pHd08lTFVkd374pDbHAwJ+rmhn/T49qLtBKRDxHaoy0WWBoKxXmOHe2flQbmosGEXRsTAA1dVtSvsS70ZIx2Lo3KUnn0Y/WonfrXngVkhdpikUUoktk0s2yZ2Qjt2id2W6Lk6B3sMo2fM4mQqGhZabp5DwXrbNX7shVtkYheEDz0x1K6lxt4ZTgK9+AVNN8kgPugxTbLx8TZrXRLJpImjuzxu+u8nAwvEmMksv3K6qxSW7bfLn0YXifDjot8c5Yd2LyrKOmOJf982xcDRLEkfaHtBZxiPO+JMTioNamiJeGUyHwM7b29lx452DlsAAAgAElEQVSa1e5EGpN2MGY4ocXIl5NrwfOCDpl8wZM6toJqYjif/FZrJZ8mMGP++kSdV5Yv3zBgShmmi4Od4VmBo2cPSs7+KJPLF7UU9OOvsdvVF9RhQJYbSVMUjBJ08MJD67crZVnDlBPq6lJGOg0QleR8lY4SoaVgObk01+bKVvqbsJZaXyoy6W7ZxAKqrYxmLViZowbKuI9FURhbWGFII0hYpceEI6X2Kevv4q1Fi7ev9gahcbomKR0oJUru6T6ZwVNzGwtrMaMiPZPJuoRxmPS2IYw9vMuOiQoiASLhcIrVEfDJImuw3GCUtSC1HLLycP1UEz0eN7Rmd+SFacz3U9skYflC1cRmLt9U89V8XRNhlB4iZ/2rcCCk8Zed6RpVoFSjVk8Pzz2DydlpFelaMQ2QwGUQ9djnzkabZPDn3mJfJBt81Ltn3pm0P0FzvMhLSeO1IX9ktIce2S/vhe5bISWJbK4W0bFfV3dgCx29ywX0fM3769qL331/Yx282+FiK+Bx6Zb2azZnYdt1xQumzx5u1c7TJKA8uOkcu2FYc1QdZaS+wIOOZyRXakrIkHe+IV6/wUqlzDPr00w+j5R1pZbCWi2y4jbK8zPpw6fIEPQa1K1qHcO4Wx5m6OY1smv66v0+jMg6+5hPgxdzWq7YfPWPfDHqsqJDZvhw9kgH/L7quoK509q2sDIbqWoSlkSmZY7FtiUwIX5t6NE8lOIO3IoXl0oFpqkvjNJ2j0kRdhmETbSRwVYrZ18M+z29cXt7Dbn66iMpI7FrRcsAA2IiOfNqwLxrsFG+0SJOeVsjLTocUr2SlARbJkRY/11z6Pjp1KMN2svYfCXtJmV3cLWMI3FJQyQkB93Pg0/MGiu2SdrD1vAXXQwKRkWppqzVuuOuZZg1MKviunHTmH23j9ZaIP7heDN+WgVhREW4iEW5h1j1zde/BurtfEmqd00tSHOoHsz2Bul70kM7gTm77CwZZ01YWDD3jNaaSXwA8f1x/oJBf+cYa9mNe7lHiRohvQhJ14Xj/qpnXjXNX+TYocebkvt7u/v7a78X7rM723maJdJirMOamZ89EsFc30YTlCUWrNGBJkWcrIq/tAiNpKUO54xw9t/V4sXjWz1f9doUbv0Yej6TTjd0yJTZa16Mnx4ZPz1CNQdykdh4IHnxJT2Al6Q+PyRtLpeYwbr4tkunh/5+nHFu1FLID6A5s/z0BBjpPFFkpi7OlGtzkFR38LkjLQU2uqUhqn5/eex744moSyohO/R3nIKIravLO4d8Bv/svq2UyHEitAiZRkL2xYDDPHjL9g/Y5NQnRFVBNbtzqheVUaQuJGkpDtbjCRFny74yxm2XtadISmkrreuofYIqwXr2lZE4H1QswsY80mMDG2h7lhF3RfKQH8tjB+29noIzwCpNGlEqCXcniUeZiYNsNdiqs9l9TNrBam9xz43VNcA+9uChjGeXLTxt2MIMnAsMCkm8qNJujO+A07iARxRmRLJjgDQ8iHunohaa/8FBJRYJHIgP8F61zvpAvivVeWTDcvdAf10TT6wxcKkij5jFVlN1cwYcFosvzOayTJca9sV9B9US/XKsHBb9+xpj7rVFYlGKqnO9f7/bHSYW0ShY02QBW2coLYooWLTFbhX9cYPltbBCcEe01R510bZWavWrCR8FIujZkx9kmEgPH9xcHyZs29Bx9BrYouh5Isq6+fklcayDTchCIuKhlLHQmXgCEsXBWDdPR08PTrq2p2dElTRN1OWZsqxRI6P0CoGafd8+n5J2GKOtdnb2aw8jjGPIDnm/3/Dl2PXJrWI55A5oW1xahbkI21EhAt7pEUTdMjy8/zdubw7ISwj22YSkPukLbUBDltQz4KQN+GhVWtCY7JqtVaS7wJy9NjOkeYt7CT84nM9oRfFJGWtSiZlrgy8TT0JiAHr2naFUyawopcJmRq3CFiFbWY2kkI7XNoscF+tS5n73cf72d3bIvW8xwV/QuXY+M2t7PHofRhUzxfrmrW1MdquN2NbK9iALP64lsLTiLJUeO0yEMXVQjk8Ju7O0339LdTa6JxL+/7GQBsoakNhLO7rzywIs5BhWF1aSdO02NMc7bTqY6FEieXl7FoBxDF+LyBvpAN4W9P0NiuDOsW0BSbF/Hc40IaILYrHDvP/a9SAsjIjPliiu03TlnN2Kk9RD1CRqPtgQ2Wit9nQHMUPGAVsjDXpwE7991jR1rd+jXcTnyHRBBs+eU3sMqSVh84KMN8yqa9KaUYO0+Iax+fJIrYXy4+oxx9rmA6gZqi4ttJ2v67JSh4xGoSJCDpSU/Tljg1TGibaVlKa4dzHfYaYnQYGIE7RmWXYcae/YHVuRLbr9I7AY+AcA8vNWo6ymtyr7RN2Mbu6rWCQqAIgXgrHqJQZbZ0ZNWziAbh7DzApA1vjdsTUTC2g7PzRmbYjXEagrDjlRzSrOaQbFKqt5yNlWYevygx2s5sqowjkrKbWKFy4RKFB2HuyyTDjHMKE2ohW3262EV9pdVBk7K7X4o3vwAxTwMLIGvv7Pv08SERt37KB9L2iLMaYBc3vQeriJe5bcQLvh1O6wchPzqFTdP/H+nn62HUHZ6XIsDsHiNYrIBFCa4RXJOOiVsBebMXZpKyyd/vwHRuw/RoQKrW7Hocva9e98Gu5M1OmEDZ6UIyLhPKu9v4AeNyuRhcYhhrqVhwSLIu0JoZW8zB57m3zTV0kR+1u8KFErcSk5aolEJqytC1ZWBzBwp3RIcr0YlMQbF9+Pz/snuQ8iYoWtOvPXFuO7zr74hRNNz2cmFawY2/MtfPWeHGLm8olmlyXKVnpyB2WjrjPaUplFXbaJJBBJe/1lmU6eQYr6nNYUUTB1Lx4YM983PD4yD+1Ewo5bs71xe3NAXotRxMErqzCIhKXgL302ByBN7pzq1bGaeB+bO5mCirNhL2B9c3acxsOkahOLg6nq12qtqm8ZVatrvwKUKpQ6Us0i5rdV5Qr2WWGplVKhxM9H2aHVJVgNzrnStKpqUMz31xNzJ3QDQetfd6a586s488+gsjtzdiljxzjpGCFyqHMR07pp2EkAjfpqEf/btvqpHShbLLShNdhxDPh270eWLNFX/VZe3tvhHRhBLF8473qpz7tf3k8S94aH2d+02tYpPXzPY4B9+54afw9/g9UO7J35trHTFhjCpG3s+Hj9u5fAPRjX5nj0PSMtfCetvvAeTXPoGUkQZUSdkGw99vhoS9E+K7IzRmlAFBXRmpOw1ShOLRpFdj11OMWOGY3AOHD38rPR5/tdqteI7vvhqWvZF/WsTRUH0edv6KdfMT5+8sxOTaTHT+jpTL0+s317Ynu++c7b7fHjfvMp6lL0KCr1Pliufp+akBzyXuvv5jdoZTth30wB2MsF+ALsad6yb1kVmax1uXpJ1mFEhjPHHenfor05IN+2GkW0lUGhxvg7mvAkyKGdKR5f6xq++AesIHXzYPIAXd/6vW2d81oHBhzFi2uMzTQxb3DbCmvdVea5GsUipTUAWcRZcanm8gQNdNp9+gSW4pLFUo3PN3gYjBxhcBXfDqqBfb+7bsHvbLg52e+e4gD8Xd6U1/5++JM0EhapxG7HO1iJUcxDgEyEnLhjuAb9OT0vr2nJrU8Jc+8VlvxaawDambR/lcPf25kbrz+eqckgOxDyMxNG9kXK2thomXtef9prhRyAtPehb7jpUT3tInEv7fNYj6jp/XDQ13tYZMTO9+UwUuq/Y1/VwzapjVWqT4zqySJiN6ymTkh8V/C9zzyaKPatK5tbDKKut2bfNbxZKBaFfFAcwKIEaQuvM9WuH383BJUI88PrT8QiQBqQ4QxUWBekVJJVXwTae1wX0IQOI+n8QHr6Snl6xqr5LuKiMFg4+lu/CiTxVGqNHdS3LXZ0v+ykI76qaJ8XR2KiZbdG+/G1IutMtUovvlUtSiBISJmHXUneoL05IP/b88IpKY9TRkWhCksPw5LQOQMIVMK55LG2IokiDn+aEmoVra6dWYSpvWpmyHffABGBEKx0rcbzZqy1spVKNXMpolvnfo+VYJbVX2wSISfXw3OYeL6rtTP+pcBWK+dsTLltOy4BxjHg7B7TRO6J/BHb/G+NDR9A8MVx3/eBO7hanYd9b4SDSa+g1S0WtcbHfBongVQLWqPkZmMvR5L3giUT7Om7V3EA+5e7xLw8rrWX7D+MgrjkweEoja0H+HRICQ+vEjHasTlAwRliW2QOC0JbzPaVzzq7fPHg8eej4/No39jOvK2x2h01rAH4urp80JxQiX0MbJuzBTssEsdLR4JFXWfadvYynpDx7HvFYa5X10qdr4Chjz+QNEUZyhq7jftAbIkafT71Lmix5XQLw/0MbcePgo0nLzJ/OtF3/FgW30pL6NEkORar9emZ5dsVvS1eXOjh7DuWhJ5MS+QYJ6+PgcLt2YvqN6e9xm4msldza7v8dNAOy2J/lCi/uS7+vlP2Zzs/eH3wcY9lfqv25oD8+boxJHd8fRwTY27B4A68psZSveMMd0KZSE+QcHKlVFE0gFrr5unFASz7lHqtHSeR9TmEwboVvs6Fp7WymjNkizCHJaIYkriU4vPXSCpMWRlUyOqDQGNFqfEyb0WYi3CpMGVl3zvxcKcHKvJzY6C+8kz2J+NmXzy1hBTR9eIW4eG6NbXxUQE11KQXQU20v9nuj+t3L4cV5TCBO5O+e7z9z8eJ8lqW38v7j2do52ugbMeQu/vO2SefBOs7MFh/9ChDCmGqHxJ6OFgC7ZnN6JEHUdtjv17d08sttgCq+2f34zi8aw/ftAB4r8bXavPS46vbRgKu665RA8UXHyteRKrenihPX6nrgoiSxgk5nb1M6u2ZKu782376CR0z0z/9J/j0W+r8DED69Btn3uPFrZjcwsKOUlJkpMZGup4gk+NOvD/b/nSWx4j99rRyWSe3DtaN+vSTP7t4lEVdVpavz14SVAQmtxLKsvqO4IOiNTIWTxdsXXxT22D8Mo4wnXudiqaBI67zq2jUtHDtX0XYa+moL0rr4uz88tE3xM0jf7qq5N++vb1kUQpzEd/ZYK38+mR8PCXOAcw1vNSbgVUhhfQjYoeoAAc8E89ysyRQKxqxpl2ufzkRmtnZfjRQ3Wh1IpqksJlRqrGUyhJSRg1wjj0KOvAOKqwlcR6UIQVwxaJxZGeuSxvFEqesnl0XAGlid4RKjvcYE7f25zqwRtuZ8V8ic3XiFufooCzuVBQxqglb1OWtYhGWKJRgli0JpDnr7i7cQPlA9zubCgejHD7T2bJZlN/8nhn/XPsO0Nticf/E8OKI8AjQfQtJMIudqdtuxNvswNvkr2OiTFsQ6hbJKQGMErHxvaJfnMsihv242ra9+IhssVL28pbhUGr92JinTSeXSpYbvV50+2c1Nm+9+c4xt9nJwHJD1xuSMmW+cf3jT6xfnrn9+IWH//U3Lh2UwvrHf0VEGZYbYKSPv0Y//Q70HAkZ3m8OwMm7o3g8r5dYjXow3RoSLOeQhiKefhiR0wOyjZje4Po1ZP7M9LtPpK9fqL//kV4uM2mkCShVCmmcYsNXT+e2+QrL7O+0bNh68uvXs99n09EjXt0k2HCJnVgiVts3yC1efrYWr/YWaeySdj36rdqbA/J1NbIap6wMyXXZpq+qhESF9LHmjrCIzIgFu4W/tWldJYPudQUaOXttXjse+QQREZLBlIQlCUMSTlmZi7NjzKWMpUKp1ZM56g6zcUtMufCpDpyyMSQhVUGI2NYYzBuVcmCzY3INPUfoVq3VIy8a4Tzc886MG6zcP9iffV7j7p4PhM9BzZpsESAsnkHoIXu+Cm4mzKJMKOkgmvSFTw59ax6SJRBaY2xL1Sktr9ys/Jm/f986oB96Ze+d1/vp+JNrxVGHBPGIhOUGt2/eoeM56kIPh/sJG6Js906jlrbfYohFMakHoG6dZLvZL+I7Wahvm9SZOoeX1BxnkQhhJYcjdXMteNsi2cTCMSdeaW3b2K4zGgkoZV64/v4z3/77v1JuvgOJnv4n6aefWD5/xrbC+cs3pn/6LZwfvS9q9f1524CMMFJEYAgtui9YsUj0pCD1jXAKwZYVuSTPpKsFOT2QY5K3dP2zwfb87Mkx8bbSNKLThE5TrzpY51tUV2R3LOKlNdEcYY7FQVmjpGzbeLU5eC2o23LD5luUcohh0/YMVP79M2Sf6M4Qa4W5GGuppKgd3DCs66jmTHCzGOsppkQ36XwO+9RQstRj/RnAdkdZn6M74gke8jVl5VSMZUtcsgNxUZcn1gBhi6+l1H5Oq8a6ufRxGZ39TrlVs2tkqPbt5m5SIcoMk/y4rJCTeggdUO+86Xs78MrvnXevgfEReA9A/53KEVZJDaZeDYo4288CNSJD/J4HJhStK02h3cG4xVsf4mQNByZrC5l8f7Py0iL4C+j+i375nsccQW3vhK7Xmrn3P5KLTMTLMK4z9frVHVOnB+T80Y/vINEAIIDIWohUXLNrw4eJ3DrplZT0xvi82HoN8DgcG+F1ouL1RqaTm+LXlXp98uw/UVicMXrom1c8K0sUE9oqy7dnnv7fP/Dtf/xEWSrr+i98+38+k8YBSRaRcInhh4+ULz9ieSLlCfLUCYxbSGGnpe6N7/1tRAhbi8E2ujNCtGIMyABcIE3n2ND1ht2eUatkzP2ote59ptqr0hFREHWeqWVDU0YGj5zxxX/zAk7RB973DgQWMqjg5/dEqgDk5er9n0YslYiLjvf9xhudvikgW3e60J1mc6l8XQtJFVINMBaorZowPu2tpUdDMvFBBOwwpSAZxbO2NBxYft24gTsg2L9XjFGFx8FjWYsp180oqTIUYcajJgR35oGDVjWvH7EhlNlYauUyJB4tkdXlCHf2ObXPGozBav+8aEIRhiwMAhRjOQDpa9DU/Vfy+kFHIH75uPV4eAPpBoLtc8FSaxVWMTZ8YdmqgzM5Mai4UxUH252tdvRzZi9RUrG8rOT34tb+Es3lr20dHGMU9VoWe3ywxOYIYoaUBavuVKvLjD19dXmqnH3ix3b3EGnMjSDbdhcRZ4cdwL9z7jVz5rvC9hbRFeFTsQjPaoWsxrPH6SbBRijbisg37Pa8O05VQUas3NwZPo1sT1fWr8/cfv9Hrv/qmqsm5ct//8xPn2eKwg8fJx4+nRkfLtRiTL/9gZMp8vARHc9Yq/0Qffrqotq6HDoL9WSStkD7vLZhgjyiZcMWv3dryRtRwKvVRW5RKy4pxHsLvZwoct+sjB7aFyzdF48SlGGlpZXbFtp3S3yJTRr6gini17tdfaHuceBv094UkNvGmk2K2MygGM+LcMnmEUFBbY/Epq1tnpHjP1nBTaJAWw0TsOiAWKFGLQtpFPrIvA7hDBITJIkxJuWSjVtOXIbKVg/xl7ZHgda4vxZpYWYsG2y1sJbKvFWXLlRIqgxSUHGJxlCq7YxdcAkuqZJUGJOg1TX2GsccJ26b3z+HXx2MD5/73ng/dOzxx25VRB8HQldcW45NH6gmjCkxqpLZMyWbhGORbSmRmNGu9VID/5u31x70AMqe/APStnQqhbaBayt+ZEakOBtsM/bkUQkytYiFEzYcckgbmFtjdgGifSIfJBiNGNow/1utk0Aj9ip4Uew9GCRl87AsDU00ZfTy6LHEQH3+6kww+zZdajWYpe/6od9uSFLGh4nxg7A+LXz9/Tf+7ccbX+fK8x9nfvPDQn4cSVNm/NUDtl671OT9GHPw5ywYabZt1EhLscAfE2xqAYlU7+a4jOQPMSAlUkS8mHlkRuuL7mhNGR0lEkBAh9hgt0lLmnzhDd2435tGeYZtcyeqGTKd0Dw6Cpp59EerB63ay6K+ZXtTQC7m2mmpsCXIZlRTblvl27qRU+6hY2bmFQgM147NM6JcngjzqPiqKxb6c47hHfuyde3u1Ul6AGefWa5nJ2HKwpjUq6a1w20/vGm+/jVYOEYpziqX4jrsFJr0qopqZajuSLAhofgisBQjJyOVyllThNApWtx6KE27EXrk1F/dDkD1ctONVw8PALmLWIl45RrvpZiwqTBqQiSH3uxRB1qjtkQkR7TKbF6U3FOT72sYv37L4U34yx5a9szAVx+xOxK9xKtEqBQl9FmLXWtacfmcqdcnuD55BbT5hpwW9CEkijyGdOFnNYs929Y1wLhZZ7a/OE1IJnTPPUNPNNHqglgtvoVRr40c/VFiC674nap6tMGv/xm5fPBYZVHqtnhhq22FZUbnhXwaGD8+kMbMel1Yn2bKVjHzMdq287QGwKXFbzfrocb2TPH+2rZjfbD0buBOthGftzbEHot1izEw9JoZkgaSKjZeqU95r4m8rVi+dguhFdAH3KrpDuQIuWuWRUg/tm1Y1MtpKdeekUvInBXbVmpzUh4iWSR5JqCk4WfDMv9e7W0ZcjUuQ2ILJ4SK8jAkqhnzaszJ0KElY/h0jG+iSE6bTn4ulahXGtEAQzDHtouxa1hHnv0SWf17MY/gaNr2pMI0KOOqwVx9ErbKbLX6YK4hzJq500/Erdi6gYqxFeO6OrhPWamZcKDBMArFzAGuRnKGOcPUiL/OCksx5i6pGXsowuvt1eHzulLzaussucsX8d+B0pe6x4FU82edTBileFx4A+NSXJfdbu4gUkVa6dLGjn4OmIN1/qU1L/qb/VNaT/xZDrqvqeAo6X+VISH6QFWFp29QC3V+RrbZnZ2iyLYil4/u9DsUpPGavbF9vB1Ao+lLOuzAcbxBiZFdHSTs9uxFclo50aZVl+K7ePSPCTJOzhZjlxFdk+8evi2Un/5A3QrbvJCnEQS2eXV/5Wngd782pBhjEk6PIxjMX75xfp45pdHTlY1941ySSw4JjH0vyO/ez8En4CGJEYLW5KFwBFqyiOl2S1atYil5xMPayuC6dCGxs0/bg9NK6O5tcYx78UgKr7Vha2WLdHHFUItaH3nAbOiBAySXiigVW75h4lmPScOSesP2thoycBoSm7QiQ66rTilx3SrPa0UVBnXTvuFqM4Qw2Fr4G+LgFyyqmrBsxqRemWzfuPKg37XV+7i6x8QR87A5jyGAQYRzTpyHwlwclK0Wj00+eMVcdWlOPxA9xEIL1Fq4SXWn4WA8jIkhefnNVF1HfynPCF6tbUqJU/LojutauQYYt/n9MrLCXjwqh3P+Na2f8wUwyw57tP0pRf1icwVSZlTIZXEN3/UcpNTYqzASY3pYEvRt2V+5iX3t+Quf4AAE7SX0T+7KSWS0xWSOrDtJCtLKsS6ILugpHGibO4tsvXrixnZGh/D6qxdyp9TYkDQ8tqXcj7VWW6WBzCsOvh6BEenWRtnLRoYJ/WpXIV42wMzZnSYvhBUOw5QSDErZvGjOcBp4/KcHLr8+8/xvz9S1oklJU2Y4ee0Jqxt1W9GwMmWd9/u3Cmoe2vbdcxwkmsMd+vuuPaKn3Tc6QDbshBdcUoXnyDZM2XdAF6AUaiSXeL1zxSIG3FrhJdNem6SWwvrlK2VZyaeJ/PgA5wev5dEkKcCmHBZwdQfftno8s8Tk+vcsWVSLRI7sW4OD9/V5cCfYdatcV/N06rS/OCAmc0wos15Uy3VLP3apwnWDc4ZkXshnZ3bxgZcUsiPbfmyK+OJBhUtWniMLD4GtxJbmMd5KZ8yEWeYoVpE9JNXokSRLEbbqOrPi2vdUKjVL19dbmngSGFUYS2UEpgrPm7G1nhG+R+W/YfsOmIWIV/ZfV5zAing2YjXYNHHSgbEaquZsWL0ojZg526oJBkCn7y8W5uirQPxnnlXiPG0Z7rHPd97PyNiLd+1V3/aF21S9PvAwIadHJI+U2xPUjTrPiPiedTZdfA+3IQBRoG3r9HLh9/tq0sUe8vaqrJKyO9LyobBQqwncC/CHFNJ2a2/d18qA1oKsoNOZ/OkjkhLr0zN8e0ZEGD+cGB9PzF+ubNeNshXGh5HTDxdOv/2B6Tc/kPKIlAXZFpquTbN+NrB8Rjh79t/PvZM79my0uFVr7xJz4EuZHsPdK9INXnhJnVkbAuVbDw00i62fUot46R3tl2yOxVIp12vs/zdBkS4HWZ48IzASW1rKukwXtFWL+/fMkEutjElo6Z8Vd+xttfaqYzX0SW0rGBKSwp6y6bV7LN6z9LLHBeN5c/PvQcthoT7Sycacd7bXm3ipzClVSlWGVBlz4nEsPK8S2XgSERJNvnh5LgnHV6RdxH2WKqy1shRhLpUhVQ+RVOG6wpiES/a4Pg1PdluQVOCkrjUPqsxVmavrz9a03r8PJh/YsctC0vLaiYUR6c7aajAXKOr7Jo5iqKrXLG67vWwLbfcO06hZcHCyvmoCv2y79/H1P0NPGvkelCOrLwlWWxjXHv7mGqMiwwkxqFffl43xRL09UW/PyLruNYfPj14CUjP68NEZVmzTFB7CwKJj5Hz8d8egCU3asHF05t4cX23X7/ZOXlp/zdJrZks1yAN6/sD4W2Mbf6SsC2kaGB5PDKWyrRvbdeHxPz36tU0YLr5Xn55OSFmoT5/hdEHHk5ONZcHmmzsWJ+tZjZZeMGU7zLH+eHKQD4nF5BCPrRlLFTldfOfp+Ua9PsU2XQVyRdYzkjN1ninzCubsv0tAzfoIdj1cLtTJq+bpFDWoVT2V3Aydzuj5MSrWGQxTxEhfPO085V6z+a3am2vIp6xujpmyVOO2GVAYtDnt/GWWcNRhkVdv0Lz5Felxva02A+IO84JxLV5Fbjym44oc8PegKXRw3udIUmHMcCrK81rJSTllZczKUirz5jGMpe6g0PcCswiNu7tegFdterNRirkWZx5Odtsqt2KMpZI1eYx/u+8ofJLMa2IkM3RzPX0uniiD9fzEv1lrxkVPUW/AJj7nkT0SpMsZYszFHTdngSl5jeueo64ZqQvSWGqk3x468v7r8Wb+isf7DpQ5vOX27hWMwZc+q7DNdEdRlMzsTrbbE+XrZ8r1CT09IMNAqRu6bejDR7+R/8cAACAASURBVM+yy4PvFF0ipniZocqulzc2h7i5UbddvpB9LLZsRmsJIfqiT7o0tQ8wC4dfu19nn0CATj5/ZXyYcb/rRrUrw+OJ05Spy8by7cb85Znr7z+Tzg7AaXpAYw89q8Xlgm1xqSJlJN2iX08HpnwwXV97aXdam/ZxK+DPOkwRi+21bmydseXmkuLHX3l1L/1Mqy2j42kvxxlasKn6RqzDFHvDxq7S54eeGs4Qu5Sk4W7MyaHiHaI+Lt6wvXliyKiu/WaF1Tx9WIA1WHLWMCrNItVc+oRqr7dtNaTQtxmq7KC8VT/32D51tL37atq+Hk5shi+Jfu6sEjtvCBrxxNoH2s+0WKit1SDu1qt0K2BISjoUJNK4l6V4gSOVig4adaNDZlGPAhBgENDswesqDuTlxeLyt2qtfrII/f7bfGr7vLSC+60LDeNWYJXEQzpxyhvZPBzLj0k/f5c/a/72/3YG9mfMgiMo+x3uf5G7idZeUhQnbx3dHECRaFG3le26IKvrzvm8UrcNW2b0wZmWDJObvlJhNMzybk1DRCk4GNdaEML73xh1HGlRCMmz1ppzq3YgAovQuMNu1bVZjR4qxnLzv6mSP35CVNHhK9v1hmYlB/CWeUFy4vbTE/Pnb5x/+0wZs9eIEBD5Jwe6snm68npDqnn0zEWi5KX6ItOSQkRBXvgH+r3Lzn7as5h5n8X+lv1jKVh4bFdlW8HEyMPZy4A28Ezqac8ipDJhk2cyipkDdtthexzd+smHPfp6ves+Wf0ZrNxnY75Be3NAVvGUxA42fUKLF2gPE7getUprtU+5e8GtWpn/EOaz+F+WoozZHLza5D2uzv1cB9ALj377dVIP02sFhYbY4eQOBl7c085q5bAWWNeGk+ylOpMKKXnscVavAHcrRpLIXFRn605Kd8mm1cs4iS8dSSpzMeYq1L8RJjd2fCfPxddWHElMKDW05ANW+ke9HslXlJonTqmS6uYLjZUeKxqFPw6d9+duzDgywz/X+vu4O8XRsmmxyQOWBUqAcgPoNLqWmD1ES8YxvPhGna/Y7Qm5fiMtn5DTA3p59Ay/7DuQN4D0imrW4dYvrv3eWvikKM7mXjyvtSiLSGrovbytnmm2rsGqm/kCtazY7AyTbY0MNp8HvS6ECjo6oK3PM7ZtLF+emL88cf7VR9LlA/XhgzPObcGukVauA3r56PG6rfYzeE0N0b411F3P30k08bWFHKpBy/AMYPQNXyf/XdlodZBTJ08Hy0E1ak+EP6fuKeUSu6TIMPiimdPe9wK+Ryc7KYtMPg9jnP/isfa3aG8eZZFi14NUa9QNdg2p1lYW0tnokISEsRyLzvS2A6r1ijWuP7cKZYsJt5pIySfX7uB7pR3MxcMVAAfNIeKSx6zkpCAeupPipM2Pc/xst97YMURVGHPURTZjLcag1ZMuqmHJY7WvBWSpnAdhQMlqzi6tLz+IiaeJp33jRimV28aeUAIvO+6vaiKeupDCan65ywhRbKk9Y3st1hZYvCDTdYNNlayTJ5PUjZSUZMfsvYMm+upN/wy7+ivA+ZUHjG+CgaL4ziPJnZXp/+PuXZsjR5IkQTVzBxARZGZVV/fsyq3cfbj//6/uZGV3ZvpVmUlGBOBudh/UzIFgMqu7p6dy5AoiVUwGyQjAH+r2UFMDfJqg5yeu0zqhfLwh2QzWNvjLF+B2HT0ifT6FtZsuPDd+qGfz/g9qbiOuXPaEHQHBHp/NyPKRtLBHqMdD/zg6bKzRaSRFeKyhv36B3W/wZlFOfYdtDWWu0LnSSnfg9MMT+rbhy//6I8QFZSqYv3yCnC/A6QK7vcBfP3M/zSf4tpETHM2K4YC0G1XehheKX/ZmRFNKEI6gvI7wVmgjT3O0ZuP8y3x6DD/yZf5nqUYYbKfUKRHZNaTNxjKCBFUO+0Hg6WH0DX57OXbi/NWv7146nQUfzXyEKwCMzdyd7WmkUKqyOrm43OO0Zo/QybGnUhkcQ6ehu+NmgkkVp2wzNDYI9ndIU1Ak3NvoHOd7RV6RYF0UVtNlM9AeIRXVr0H5q2cH6Akf1mgzJjR7lNHmn5sDmztq53O5R9NSHHXgLIplDK4CdxmJyM0OueH/qMWc1vH4b48hJygXdWgH2u6kgApgPr43l9Fhu7qjSUUtBWdvUATpHzkfB4vn4V4OwJRzd7SU/86sph/+//affG+28RIReFeIh2xjqewdNy+Mo1ojx/p+g3QC3igIGSyLjA1jZwUdTmg5rLv98yWsYR+PtsfmAe82xOUZ6wTlOpdTWO0dZhtwv+1GjJH50e8bbN2gDtRlgtUCnSrKXPkZ7vAfnnD//AXtuqJvDdd//4z5wx+pJWEdfr+iv77Qyl6eIPcvKFOBzhfYNA9wRpkIrp1W++ji89UUJWjToEgKoTjHjD0vw+DI6IeUvbtJjqHvjSRcd8orBbOUY9C2UA4Nr6woK0olvOzeWFA2zXFn/D35Zxry/geu7wrIzQiUa+u4baw3L7pDTDfqOCSboWRbIaQsJN5M6hFtEqwpJUlwB25WUNUpXPL2z8ZGlvGVwEYASZuNsW3FpIZTUcyl4O59WIdIUD7udY9JPdywxUGUwCYgq4NVgYxPT8L4ehEZoA8A6hK6ER1pW3lwsKsAroJNIhQkHlX8EnZZAtd7m+KXL4IqsrVhPEfgIXbvJMf+EVh9RIOoXSJwdVgXSKE7X2xDSd74N0H1+PobS/kfsZDHRrU9ARVhBE/3WmINRR5SwqKVOkPnM+z+Cru9wvsXeF9h6323tNoGv7/SSq4TvJYYDdK4hn5y71H0lHHTXY2M4a0UMMJeLLKtlJxECA1pjSIRBwtbsgu4w3pjcUU0INXzBaUzxtzuKwBAi1KAaAObPdQCXSaU+4z5A3D7+QXbC6U664cn6mgYq/b6vQGf/syV0BrKR4PIB7Atlg0wld7jPo9TeFgjbw+jjOt5ITVSGKbw1ByJX+GMZbLTo0CE9yIp0pQslDzkkv3iTu/BKwQbDZcDvZCVf7of+PYPrK//hOu7AvJqhu4YcUdaAxIbloBsQiqcg2M5qQbVjDSvW0NsmgcbmeGOwAePn3uAwKolqp58JHliuQ+QdtBCZuhkhJIIRhFCqcrQxTlFiHqnlZx38RYcAnQ9AC2NBPOsDMR4X/63f09tjlgXArZHTQoVaEYIeB9MQDLuLCaYCjBjP5TYiJXjsrMigLf80a+ONwdMnEwBZUftIrvQUjPHNizVAxA/vKePg8DcSTeVOKzKhEUVandA7KsDbB/H+N/RTSWK5oPEy+9vnqNlPHScvxm/ArJP34jbR/gFyrimlglWF3i9U8jcjOCohULxLz8DAug5ujLne7jHCdsPBxCTYd4DmI9WszuGrkXqLyQvN6rnIMoqvfWVlnHrsO0Oe/0CmU8ol2fockLttOr7tqF3Q7vdYVuHTAX1vKBOFaUWlHmCd0NdKtAN/XaH3W6MpQolA9rLDXJb6S2VCouk5ChhLi2E+3PBW7BJvjnknJkoY/bQ4kCn8p2oBnMkQjnGUJ1LidL8HkUdIcSUCm0Zokg6nNm+9sITGd4MsJemS+K5PzYg+A7X96W9dUePLgFzUQrBh3ti8Z+CjIvXtUGlQCvBkNaroSmwGQHJXcZeJYCkOOB+iQObMdRgSusXHgJRGhbJsOgiJvdm4WTIYimKUy2srnNgbYYWfGNxySrQB1gxo8VTSiYIKS5kkbzIgzz/KmHtyHTa7eGD7pY7EJYerXHBoiBwSoJ6eB0G6mKkywZ51xgdLZGAw/9oMWbjixGmCWs/mTDAe3gYIZcDKCfe7OHbEjFbG5/3zZ2bIJyjvN/ofh1uYgCxI0IjPjSzRyXdiOdG4ZFEDDPfOnnSLqwqK21oMujlA8uUt5Wbfz4RPPoG+/wXJtLOT6w2C50E1Arvzoo/EWCIHKV+dBkhhHGIlBLMDaE12MP/aXyupKR528iE6I0Af7+hO0vW1R3ldMLkDjdDu63YXm7YXm+Yns84/+4D6mmhpTwVlKnChJajbY1CPyqwdUNfN5aR326w6xfuoC+fGfM9f4zQmsCmEw+k44Q8eKQ5rxJfYi27kxIaYO7GgwPOQg+GN4Iz2jvj47cXYL3t8xZCTqPYpNYdoOP+PCogMbwR342rXEu/ZZZFWpMDrJynocsORAQgwadbw3Uz/OEJeJZCiljQ0DKckJQsfpN8RhnOc7rKqwHSgZpWOCioUrPhZGLF2IcHVkQg41QVJ3P0KK1u5rhPBR17/NgiJPOe8SVgsnKAdhiWzRzXxpLxKjw08lLs8Vpg51+/FTwRGNSBWQGvio3GHNkhVaCx0O5A8GvzOrzPAYxHXO3RXt7HNTycEax4C7KH190TlNNLCP1nEcwqmHyDjD4s/ubrO9cDKL95hrdXWJij6eigjXmMoZLE/VUcN2KacgDFdJ3LBD0/c75vr+wTN03AtEDnhYC4rfDbF/TbK+T2DP34ExODWsnXjQfxbUWGKGAeYBwPOdgSMRaHKrwBLD2kJDv3UDYmZSNR0ta2L59gmzOBVxRaC+ppgV0a2rqirxv66w3rUqHzhDrPgDisGezLK/rW2Eap77rM03mJ07kxdo4vsJUcbnli0rNkWKhMgKZblFV171kDEoe17uOgysNvW6l05xUmZJrwLTg+HmwIv18550UhI9YsweDAnjiVAi+661qnnkayh3LWwxv5ntd3jiFnxpOg5zFPw3OQYFmA2//L2slyEMFcBUUUtQATokrN8QY2dpL5W+BfO61VkvSdAjnC5Ip6xmv3TtAJaLNSNB5QWGUnkd4dt8rY79oVLTatCisMU5YT475S5hMP69FAa//WOhR7vz4Eva7uzBwmGsHuEyXkRCUGgM9qKC5Y0Kl8KAJHCSEgYCkKFcO9K63at5MzFnh+pr75oYzqxIeG9N/AzfxZHjzZHkrDs3nDAj786zijvxDCcLz5mX99MxEf5skcHT08ZTHL/sxv49eS4QoHNXVj0izCFiFrKVlR2hu7K6cbnFSwO61WWuBOMaJKpTNxQKZYw9YhR/nN9Djy2LPIG2SL+xAv8mgRBXEWOURiS0uBTTU0hAVoG9q2oZ4XlFqhU8V0OXEU6kQeMhS2rtDTgjJNqKcO30LXohlsbaiXGVorGzV0i68MhaxfPgO9o6wr56VM0OkMTOlR6O6Cfeu8HdN/lEkFvAbwBr9SPUMObLMkywmjicB2h19f4XZj1+hpZpzeDZATKYUlO9PTgBtW0lg39jftgl/r+s6VevxadKztaF4aWXiRaGsk0LliNgLgn24Nz5PiVH1YrNkN+lhSDXDjq+/7NUNBbG9IQCB8hcWe3uj4e05TQRwW4bGaZKEI+c3nWnCfHc0Nr6vF3PmeLDpELofVAz5jVYUqk5QCQ1UNzeEAOjlQy7DH2wFBQ4EnjztjjBm+AFDcA7aBOwxbAPAUnGrAsKVB+uighTW7M1+yCAR5oCDmzR1b3xOO+YzfNHw84qfxcVnhuylQtEAxQawhJSgf33W8EzwZMu6AvEkE+uEDh1WrLI8W0PwxG+vEM3nnEbrwzLgrMjHF1wmQ6W27VPJY3aFLcOe3O+x2hW23/e7LBG+NIHm/wrRArENPz8A00YXOUE0+t8ohrs+1ZFk5JtjV37aVnnQpEKs0QhxUT8uO01JQqsJPC/rtjn69k3NcKMxeFsqHlnliErAHuyOSWFoK6uXEZ3dH31bIzdPtHOFvbHdsa8P25RXYOtr1TkGf1jC7Q39/nM0p3CQ9rL2j6ZQzzd9h3H6itesdrg415k1I84u9v1wgZYKXCb01OJhgTcocG3MeYstSIiYY/8VGy5J0iaQkF/xv2EJ2J6DSChaYd9ybjRCEKqvYalFKd1fGaTdz/HzvuHfHHMmB1jpcBLVwC+9n3L55Di8RnNPIwQ42Pc3FsNAL9nITj/CIKgF7KoqTI2KqNcDeYd7QzJmsNPais0TW2FgaHpuGFWwGtmqyaJNUwxpwjE2RBwd/wPfKrikUIGLIJcuyE1zG4QKOa3MyGyY4qXsxDhH95m95JPCGlRwupH41sgCArs7iMMSfx9t8G5T5754f4Y5iwCYk9BcAmtlyfxSy51xUZONKGNXjMjD1YCcHTY2PYoB2eHPw6T1OWNtN9/xrHY8+npbgWGKUnG4zWHwkbQNsYxLv9QW4vfL9S8Qq5yUKEkqIngt82+DlFq9nyW6GT/xhfIcFpwi5SB6+/JkyPBpzj2ZwEyB6S3opgEWFYILtsGBiToXJap3I1HBzWO/oN8aIEaCtRVFqYSuo652WcWNMt8wzbN4r63oLYP7LZ5xfXlBUIacTtS96g9eFBSN1wYO499s1M8IX6UHv4lQmUdVoMWepbhWx/uINVgr8tlCfZJog52e+Xyn8b+QO9ODG2e59IMDZDO79t8tDBghI4ZXgFL3nGNf1QXerwgo2FWBrji93JlFWc8xq0DjRFECLwLQCAfYEQD/MdVqo+3Lnv7LQIT1SNjmQ0eSTLZgYe/agPVoRWEqDCvt8OYCXrWFrLCc+7uvcBw4eLrfSQwiJP7uCPQUFgqWyJ19zQTdazlNYmC3uLfu/GUCLy+lSu5aw5G3wu4sQfFcHGsjvXoS0QnPG0pPxwXvcR+dIkcvn8TwUkPHt3QsYUP4NUM53MmDo4KS17EUwlwVVWaoqHh2C84oN5KkvAIrdp6IXP9SRPGKXQmAO4BRoZOPBbsJvg94jthkrxvPgOxxOCcpFR+ade5nJQp/Yeh4lU1oKn1iUJCNuzMNWsnBDw7o9eFOHkaTH5b6/nmOiQtUyyyNVQsOhAOKQrXDRQiCNokKigum0QGv0pvMQH0hDwAxYBT5FrL3HexclUF9v2G4r+ssNbWUIQqeK+bJg+nhBXSb03rF9vnJcfnyGbzf4/YpyugHtDtuucPvAEtNjR++0oIa3k4sox4Z7nB7NIY4XcptQhZcZopWiSqcPDF2sN6AW6HQanyVH7RCAcxmJQwBMmjpC09oh8htP6rkfdClEMBdAqmJL/1cCBIWuZi2CqeqgBK7GkMSxckwQSabOrs9d9gNY9TFBleeyjL+XES9OzzZZC1II0pNSxUw7oMJwQ1YYsgcf3b07DGt2rEYwLA7P3zrwunayHUYCgeXHWBtOd8W5KOYiMA/QVzZh7fYgRhrAxxNdQQaLawWkYstNbEBRShxuRkBmBSQrJqmctzNVju+NSMR5eAQZrx9OZu4f378ehe++BuVglMS7dIQynHt042bCSTOpNqxGwKFwVZiQCcHS4coghme5LXhQBbjmZ1mheFAFQy0CGdY8ettdaBGMriYSC0gixngIgwAY8VC3EEIHyIKYF7rXaeG1LeLQ4KZHWPY9++YhulTsXkhWqyGSr6IaXaYVe8TGeLD0xv2Ueg7egQ2AFEhlHFtEMT1fIC5ATfqdkRHBU5v7pwXodX6uznVQzmzrsG7YXm64/vsnvP7xFb4ZdC5YnmbMHxec/+Uj5g/PmD9coHNBOZ85Dhs51FInCBrQbvDOGLyLxlkYB+LxoMzD5+Duco7joMnncAMi0Q4t5BJbD+lQGnL5/hIhDp7fncqDIcg01OeMcfshyfpVR+Bf9/ru8ptjWbuPjuHk3FrsQU4IvSrBogWTdNxGqySemv0Qg0qoKiLDE3Uw7tssgFfpEgbTk5VmQuZDWtGs9gtqlDsKnOEFUVRRTEpgK81H8rFqJb9WgOtmuHXDbe0wpe4xTeb9eVgabWR9KOlwDmDthp9vLVTe5uAla3hmOxjnQTLimgCVsMDx7FpZmGSIbiQc69ZpnRZxlIljpkejJP6XIfCxH0R2y9njMDTGqklRjM/Bzpt+D5Qj0oKd6kfOeXcABiroAaEXQuW/YxTBRKgx7cfjVdiC54CZe9EKx51kispwmQjUK7QXah2kVXQ4KBChCo/qMYvPkYzNQgY3GWEJo860jOcTK+es773wBFHAkeAe8ax1ZZfkaRmiOBBEUZMNwEZYgAnKLgQN3+48UKYJWhjS8BYgPrHoxu83AIJyOscgdoK0KTV8GLPjE6pSW7gopHdILajLjNYafN3GoadVUZeCdeu4/ukV6893nG8bpFbMz09YfveMeppRP3ygtKUqx1kjVFEmMn2G0NTRCn6zYPLrwVsiKCtcPXTABFYqgBJa26H3UWYmTXMFjc+0qNoLemBbo4diVIxGwwJ/r4HAd7i+u5YF/xEWJOhpFqfO72axPswhEbLIPIZ7/r7D9PE9C8KtTDABQUJMYlMJivvOFT4kacKe4jt1i9r3nY8o7lBjkkRHRZ2FvkNBVb72can487XhZe1Ya8G9GzYzXFdDdx9hFsGDRzYM0+7AS+vQKzCXgtOkbEtVwopAdkrhpWJROcV7rW4wJ42qoUZBCAV+LPbdBkCbsW9gYSKRVnQmEHcKIAYe7C4zDzIeJHCyLprxkFq7sxLzG6DsB4MjLWyAzAuY4+ZsMLAUFt+USFzqmE9EmGUnN+ZYDos05p2x4uN6A0wm9FJR+4Y551YZs+ac5wL13TLOT6IBz/dNEA+KmQS/FTWEa1SDD9wBaw9WX4Ksp7XskbBTJcf5CEgJQumyRWFDPnRav1Q6qwQYEUitLJrYWvw5j7UEQXR208hTq2+dOa4onprOC1pRhixqwXSaIRBY66jzhOX5BK0Fy2XF9XSD3WlV2drQbisWALrMrHS8XwmW0wydFtDlLHGvodCGv3Ed4/yc4BimAi+7VS0hupQFYHCD2U55FDPANrqpIcjk9ytBOaw4F4aBuP4lxu43nNQDCCgWp54KLbhbZHp60NJ6qJaJgEk/27m4IkCHoAxryEkTy3+n7ZRx1rTu4v9ZlJEKChqdCsQjZvTmNOZfMVlAUC5hG9sAnCIFRVjq/TQXfFob7s2wNcckDbdOIAlDOoA4s/9pfZKad4s2N2mvJWjv+f/MZUT/upA7FI+ikb6yeEYKmSQW4woyI9yAWY2cZYDNSldDLYgeYhheg+Nww0ENlMM9mTsmYy/DqdDKXTtpgseK02HB7gOK5Cdjf4megjkchurBV1Ygj8zxt7vdg/HTAzCbH8IS+xdqGcgEVUd1A6Y5Spm3/e/zRqOkXzpbMrmWeKh065iY88q+czLNjPfeXqnfa0YNDOsEg1rJr5VsyhmALggNDD9U9Xm0mYonTWtZFCIVXiYqygHB1uACkrrswI07sEVJdm8E4W6w1uFbY8ceAcw60ARyUqq+OQ8Z651Jv9MZ9ekJ5bJA58rGofMG/d0zLgZ4a+hbI2hvDetfv0DnBeX8RHpfnWiZX18gdY1EHUNObFSRa+wAvGOufV9secJrxpx9zwWMs0v3yc55zByOAuIMbWjfyCzZVuo7x3vn3OwNZ8PQ+47X96e9iYyBJKxF/LUzZKEleuVF0Pi2MYk3OcXnWajDbswak5VMiVQmqw9WGAIAOFebJzAaZmHysITVs8syPLpP4369Q6PENcllpLWyM0ZadVUFL1vHVTtKqZibY+3GMJXw4Mhzlwa7DKvd4COMMxUWT7C0nhZWgVPUp+3pQ8nElrNx7OTkvnYoE3rGMWpmuDuIylIwlRKFMxQJmksPvnLG5n3sEUlzNLLPee8Q9h9c4l7vnU0HthAdOhidOx7LPtZBPoth50HZPcR3DjTJEYryx1j68Dj2qR6evvsjdKelzWAsNU7koDE8LOVklmS37Gwv5BwTT1csuqHw+QS23uD3V2CNtkclZMwAJpsWNkUVrbRqMylpHS4GaR596gqyUa9H4GaMvzWIOLm3JcDYqPkA65AWou6xXlzYPJXNV8ldtm6wbYtuM7S03RjKEGVvvRJjovMCTKTIqVKpcPv5FVIK6hM9Ai2M7ff7BrtvuP7rn9Curzj99Du4GZUda4XMF2idyZZxwE8FYUrlTO4H43GCcTgokyNsjr3kue/jnPSpeEtSYgVZMDOSw+YRwglvwx2e9KSc/3FAf7/rOyf1/E1RgqCG5OQUseOaPmq4t6qkcZkAxYB0WpPXmkUGlguoH2hmB+v4eJhuDnhnfLgE8GgiB/D1JIRFnxVs1RogQKkFIowpr8YTlkCqmFQwq+K6ddzUcIokXeup8Bbx3aNLL8CtM56MiNGqMMHpkkCt0OBgJtrRkuthTCiqO6Q4bIqCGDesnf+1Dtw24O6O3y08SLpzDu4dWEvHYoJzIcjyE5ISFOJGvREEYqOwQ0NF0RoiTDJaTLVgKA2QTDA+WD0JlCNB6xG6OghgS1RiZow4AT4t4Zy+PQnpccjtFpTHOmFXYR7KpURJcmfLr7RMkeAcKkMEyKBKeZwWpUA82iCYR/hgApYog+6dFuJ0gl6eCN6QaMppEQN1pNQ/X3N4ibV7iPfQ0s4+e0IQzbJ9iUFVHSA7dJNLJSjHnvFOBoWF5q83g6igDxlXQF1GFw6ZT+PAFFUsH59Z6dc61eKWCWWZUaYZvXXc/vhXXP/4F/R/u6O93DB/fsX8ux9JoTudUbYryg9/AJYLrXsRIPnJns98YFK8vSRoi8MTSCv6rXXNvQBBeDtx6Cob00qt8DqPprAecWUWjZTxvL9pQD4mThPgSJ8SlClDCIxpZsLtqQLd2tjMqopuTvrc8KF3sGzOFkeZ8c+mnH74fAFBYu2OWSPpl7v5WxOQIZO4/+pM2FxqpQpbZ7Irf75MpD+pALNRIAkAtu649o7b1nFrGU7YD+PNHH+6bvhhqWz+6tR4hkgwTRhDrVJoxUic/vEGJiGSxJWIIp1ynkb95S30J/qNTVafJi68bo4GYGvAakCrHB+K9AM1uydYB9YrtF0JYnWClJkauGXGVChSM7uilT2+vBkiR7BbxL+01ge/OXRDjjr2uYg8J1KOL4f3kfHasd5yDXCd3KVC1VFsDVEbo7tOPx7ZlYbuCelpowDJW2BHhU9MWomvEJUIx1kwNhQ4P0MuPxAYM5AuERJShGVWIh6s0f3DgDrx880gHgmobYWtFPXxEu6D7ZWEDN3sC5YltAAAIABJREFUdDV03fUaBLDeYRsFhrbXO3zrgErkGVmOXHShi+nYPaHgVIsU9OsXlNPCHnUAbNvIM55n1HPFZZ5RzjNu//4X3P/yBe31jvWvP2N6vmD64QMWOFAqSp0Zy9WKkb7N0u/jRn13Lx7i6u4H1zYmOy1i4ZzydT4L+ewCVYVenkZuQybKi0IQByfoAR1CmN/j+q9J6gFjUfKfAcBx2jEey4x7L4hkSAI4E2QxvHnu5RYf1tGwjMLKesRa/pwNVpngwi6m+TevfJvi7F12qsk9PTyok7N8EZaapDTBqoZJBR/nitet49O9jd58Fp7A6+Z42TruraNIgRcCY0l3TAQW2U6xjr1zL3UAmk5YvaA1HlCUvmQ1ZCbHNhN8vkfJdtlTF0UYavi00WuYq+BcBYsqZkQ5d6nwJtAeMbi67XoRVqFlgZSKUpSVjcr7uDX2ANwGSh7GKzEgXAWFB7hxtnjY+VgvAEbIikC7W8XA7rXm+7/9uO7AJhPZLH6Hy54wkwwRZUIz1h5/QCH4tCaZsV9DevMKv72SA+s+Ksgwn+gm9wbp63AH0kKWUgkUg8oWbZnmechpuDuZFfcrLKl1lom7iEmXvSkqebWh7ZCGtjmsdbTbyrLqwD/rBr+uaNMErZXEoH6HThNKYT86/fADZDkDnyf47YUgfbqwYrRv8OsVkI5yecK5VkxPF6x//YR2u6N9ueL2x59ZNGKO03xGefoBaHfeq1bsrrPQsvEjN/y9TTjQY99wia5jQSUoA0heep2A5TnCFn307UxdEbhBptNeTpzSnN/p+i9jWWSJbjgoEbaJqjvd+cGzKk7FBoeZViCiK7UMF7Vq9qAbH0E3/9FHHld+153VPx5xKDlO6DdXw/4MxVmcIRn7a86DRQwqhe8ff2LmUCmw4H5epoK5KP56a5EclJEMEyheGyBi7EHogsUdJXuMoaBF+Z8YObkuQIdi64K1ZVsnD4H4sMad794deG0Os4Yi8fkxhmXkRgRlE7xOiktVXGrBLIJlulAISQSyXaG+wXrGPVdI2eCFbespZF9RtaAKu5+snSL6Pczc4XuMA/SAIwKGKsb3PFW4PnysGQBDWnUYNblHw4saIB0Z49UALUzOFWGlI0E4aGbe93DFcI0BiNIDCX2MAdZSImQQPsCh8mhUDgZLgFat8vlVw01ukekHgXsFC07go3kptZjboGrptMDnGYBG49Ea9yhwiVi1hhq4CrQqdCYNT6fC+PJGOpxvG9YXSnyWaYJO02Ez8YCp0wy/vtBTCmYJBPDlMowFmRdMpwvq8wd472jXG17/179i+/kLbn/+GfNPn2A//5F7WEMsudRoPwUMwnWMz7e3Yeztt2JTgn3iD80fvERMXQSildRHDw6yxthZj7BFWN+/ZbW3vAYYS8RwRd7Ez/ef1wLMVXHLCppQI3JmOQI+Wd23VA1OLB4YF8h/pYd/AO7udKVZiBLu8cG13OkBuZuPrx+sZTNMJfirnfckICXPwjLtyNCXDkt1kuhyrcASguYOFnCoEhzySpW6tLapEUFtCwzeMUMTd2Nce20+YveG/VGQ1nicFgqwl19RlMFqcVYpCgMgzRWzKp6ngqUKalmg2yvENj6tG1v49BUiN4KCVniZoXVBrROqFmyl4N4d17DgBbTMh3bGiP/GlYdvfhvzqy6YlR6TuwQFb/8TjxUyphM5bTISiHdTdF2wlIKpr1C0CCcoLVjHPt+SIyU7UB95mTMLP5Dx/PkMKRPM+yhBzypSD6tWTAedM61bEYW3G0MVRiF53Cl12T//Bf3lBd426OkEuXygupx1qs6VeYQo2MiT7Y6krTxszxeUbYWvFP1ptw2iDb6RtobbBp0rG4pGBZtvoeR2eoKcLpDThaDc47nqxE7OFo1FZ8ZmvbNaoN6vKE8X3P73v1Idbruhf/kZXheU04VUQWTRToBwmd+gxtdG1djZCco5P27x2sH1Uho5UIeDBSRuyZE2iBVQ6P9Aa3z06b/L9V8XsjhcYUPEcPuwjIBdgS1pb0ziRILCQ9wF5MNO5qhVIRab9PgZcvys/XsDsJrgVASZfhp21yF+lNzWpFgxyZZ3TvrclCctClQUxYKb66GJITswSwD/XAsuEdttlloTEo0c5eEM0AMuZMuqEWtFvHe8vyHE6Z2JtbehsEP4feCNgW8ihyQIDKjBD6/Cw+7aACsVSykoWukl9JUUMevRYDL+7aDQznIB7Bl1mihDCSEPunMuqwJLETQTsjOCIbE3u41QVADroP8VRQXbWPF296pGD1QeZ2qswSPLgwlEx10LVCvUggYpAcox96FiEVa3ceOqRiGHQAqZBJjPwS8WyOkJqPMQuxriQAJu/mhZP5KkmswLDybPXirP+dPQkrgDrcFvjhZxbSkK6TPcXqm1USdafKWwfPj0jD22zZixNeVc946+NgoD3TeU4B6TESLwdYWeL9DlTFbFfIKXCnv9vDsNywLMP0JUWABSZzJYrENuL/Rs1w33f/3fsK2FyJED2x2YTjyEIFEAA+ActDjNBR6WxBEc9t29GxrvgXImCsfYaxrOEdoMS11DRQ+hKxInuZlB3yrC/UrXd7eQj4A4bEw5/pxgFHZI6Auzymrkb5yVYccCgAZah2qe5fljjhBfNTb2IXoN5Ouiwz0ZGfyw1oYuxuENU/oy14AI3ejigJfoCCKKTWgFsi1UlElHMkdMMVfgo1dasz1VxkBgyucRoHQ+f5O9QKRIkqJ4F5aHzPDaIm78jXkA9nVuSAuVf1NAIMxqP1rZu0peM0BEMUX7oRHf7S3GiMAsvcFt5YEhCtEnoACTFFiI42xB4ujOUnl0R8tDN7wWjWTlmE9n0cvWDZN2ijZJhQmfKQ/VgxLE+Oo5AmFB8SCi0FERpR5K7GNXhXgltycLDWh+xvvExs/y3FKZKS3sUp2WMMD3Gtq7AOB9Z0QMg4MJWtGJ4kFaIOaQ0wWAoWw3zvj9Crvf0f76F0gpKOdTdBahah4iSSiXJ9S6APNE3eSNgOc9widKESFEqMW6wVtDu97GItFyh7aGKiGU9PQRMp9pJDXmUVAqdJqBaYaVOfi8HB+pE6VzP31G+8tfsH1+gePf4OtKGuc0M4zQ4yAvFW5PcUD548b7RghybNDx+7JvzoefY6gAjt58cdhLCtpnq6eD2Nb3uv5rAPlorr73OxFDLiJ4muje96gIcg/6FzBCjgnym7MGXURHTDqvTPRpoO04GBBnpxa4twG0kHAvMx6Y73ZIGvG1XCj8uyIrtNPktFKxFcXaBRsymRX3AcAUgyqnKQAesXPVtHId106rzFwwuaAWR4WgSkONU9yloKvCnVoeGgOjYNK8R8zV3qyvMMQBHBoIHDxARwKwo6mjRGFNd0AdIVOqpItBQmmsQ0Lg5xjykWg9JMJqP9OCFNxMSc5877yx3F+PdMl9Tu/GsZySM/fO9a1tla/le3etHDtbuRbGbeRGD9c6NqyntSZcP6jLSNB52YsePIpAPNfLEMzPQiS6Px5GAcMABdCM4QqLLLSghOKVff6Efv8j1p9fYNZRLydqFbsN/WLAoJcnnH76EfX8NNYuRXhinlRQJtLPRACtBe2+wreO9oUtocoyYVkWhkTi0lrgzz8GBgo9hjRinUk5HkY8mEQKpv/r/4bbhvv//H+w/fVn2HrHIgKZL/RAysSxms+7++bpC2EH5l8C5XETiRCxn/dNffixhDVmgNmO3xpe0Fg8h3v4la/vDshpr8ghSAGkVbqHAfK1IoJLVfQOvEZ10d5qSAY4A9EOyoDBNcduPaalJQghoYxbxwcNqynubtyjvDfp+Or1fO98B5hBxKDCZEsRxmY3AGK0AJPLR0Citewe3Ou4pwSLm4VSWljPIoZFqa9RbYWiQ11RpWJDWmEsfJlEYW7oAaY5D49+wj4/TD5ibOBu1MLYxCJsokiyEq3JFH/f3TxEgoxiOwD6Hb4psghGHajqMKkQVWzuwwof95f77+CJ5OujE4kBL66YPcrjwy4eEcAE0/g+D1Lm9fKAl+GNtVLpfSC4v4LI7/Cwk+5Av0NaVJ0Vxh49JDcNEpVoHiyIAHKtoZHSHkbfMzE7NkFw7FXgZcFoVWQUIZLn0PvuBnl5AfzPsJcb7q93qhTCYa3B7hu8O8rlBdob5PcdujA0AGshZUn6l1TqWDRzWHfoFgfPRKU3vzrqfUW5XaHPHX67ot9vkOUEn07QOhPA2gr0FbLd+Lznj9x7WiB1gT79iOm//Q/I7Qvanb36+nZHCQU+1wKfT4wf04yPzWw5CX8blANwkbGqtNoe3PDdSOAXhpiOnbv2z/uNW8jvjc+44jWOexZGKKoaebwSvvVhk+Wmyj82OOk9KrsWNoAs/c3hLRFiABB0MAnRdx2TkJv1/afIz8zDQ776DYa/DIuvqKiooWbmHdAIYaQwDznDMnjJwB7fPMZ7CUjUQVgj7rpgwlwsAMkxFWCKjihFyDPdggFUZL+3/Bz3x7BGj0Fplg1UFXcYZUFjnZ9qoX61NxTbRiJUsoABYHY/WyiZQbZr3L8Ak6JmnEQLwyIG+AB17CGKN4fIDqz8LvU6JjC8c/Rwx9w85AP2JZQ/SyZHd6CVVJJbh+UnyHxFhYNyjrLdGJIJmpCnHoWUXWITQBYaEEMOx6DIwIYYPQgKUMNaFhzUx1gMIdMJctogtxPK6YTlpx8gKmhXcpS9WWhVkEWhAqyfXgAB5g8foDMtVj0Jww1tI6tgbQBWoBtV9woT5Gy+Cti2Uk5zvcILm7nKbYGcn+AffhdWrQLrFT00ImRhMQy3FcMd8uEn1P/+f0JeX0ifu3zgIRQH/Yj/uoHNdSX9yXdAGbFX31ivb0H5AViwfz8Am1YyQxn8+c628oe182tf/2VJvXdhbmAcLaUsoaWlTN5pww5YmSTTw34zAKt7bHYMdbc8VXOYUyg+r2aOqgUSvEVHFpQcY875Pt+apP01AQZNTwGIbFCjFWBQNNDlb3u4DyXixlsnd9iDHZE1yhb0NRbNMFm3GXATYLGKImx5dSjuHeNqRi0MGToV+w9bjPMRmHs8joEJoOICiXtzJ/A9lYISiS5gGNRhHWffM6EX4ICgw/rGqiitkKqo3uGhqGeyJz2516Lg5xAmyoMpky45nwZQq0P3BPDba3QQyoeXwYDjewYgqwmKFoizxFYiQSSIKjudMSQjkVS53bsSWNxzefT4xgmYJ6yOb8eNqAKYCEjtHuOoIYLTWcRyekL5+BNfn+hh+L//Cb3Ro6vLgjIVSmgGR963jvXnT6iXE+rlAj2dIYswTtQ3ADfoaYrKVZA//PkGdIfOFX3e0K83yKe/on/5zNjz8w9kXCitd59PpN6JAAfhnvRkvU6Qpx9plb9+hn/5mc/ZNzYvPeyh4Q1FHmEk2R/ixPFLbhl3PEz2ww548zcHYD4e1iIByjbuAcD4/ntc371jyHDN4hrOw8HiKSNUsCeSSqiAmfcA4RBXj1iQReAzgTCjPsMKwm4NF/PRzfp4tnaQ8C9ZKgwcvUu8e1r6cbIezLKxiDJxpmioKDgX4A5l9+xxvzKsVgetxdGZeoyRY4tnLQFKooxN36QzIaWIqsOIQ3fDde24Bh+sKEE59Z8Buvpbd2y/YAlk89YuwKd7x9roOm9VcCmKWYxgMS3hvmJf+Plgxioz9BvQwgqsigkW6n4KNIN1edBWBvBw4PKgPKZmfYxhehQMrcjBqziUzwoGYyO9K4sDW83jgGSoSdMTSxEnSUlPutdiHR4FGkNHOfIYKajPv/eQ7Ywk0htAFnVk4Ql1JUKUCA7YFiEw0ghRJmhRigkVgbWGqXVAPmH9+YVaycJDfa4KPS2op5nWrju8sQ+eRAjDN4G0DdPTGXVZ0K432OcXrJ9eIm5Nq3n962f06x1lmTD9+BMpcCH1ieD3ep0h54+MpXso3mkZe0hKAU7P0DoB00yZUgg9kcNe8sP/OeBpIeMBP2IBxOvfivUe3Ka3YD4W0R6iYHV2hkdljyd/h+u7AbIdTp2D0xaGBoHLwpKjgDpHq+qeJ9egmmUF1QByAcuL429YjLBLN+IQenCwg8ZijmcBZmFWtUlB9wLViYUeqR0bm3fo08b77S6R7yia9uUbl4nWIYG0+h3FCrRMqKrYLNxuA7ZMxAnxLCvrAnLC4k4goYsnPQoZAPQw8bhmPRgDgtdmWId1GXTBTI5KyGnS2Asr/H1mBv/csTnQveP//Wz4MBf84SS4lIJJHXNR1EWBejr4MmDmut2DebHBcQPKgmwMWsQxlyQcsaIvQVbkcUgTZBG3HdpcSEMzF1fJVRJf9vDEPo9HT4YJRcE4j0vBpIaS5e1HUFYlkTtbzuTPjTKYDEdkFt/2mxofHrtAo1xbgD3Rx64pEIRQusWferweegu1Qk/PmP/lf6CenlAv/wYt/4r18yts60Dr6LWgngXlfGJ/uQB2VCYJJWLUehZoW9FuN/TWsX65or/eIVOBTgW9deDlBgAEd1hUtwHJiRLEoVQm+OmZIZHdzEQK70MEUhf4RVn9FxrEo4tIvlcirSPK1g+W7buLE78Ayrlg9vccLIqj1e0A6X4IY8q/9Wm/yvX9ABlhLIns2sCSSRiMCieAgjhFfUxIWiUP9lturCO6H/6Zn/XW6MvD8dYopDMXI4fYDaZsz2RCTdkSIuYDlB/eyfFwU5IP6QdKwOCCxKGBUHtrqAaoVkzBItm6PLyVgGuLoOyjz54bucWbC6pGkg0sg+2m2Pc2P7Cq4FQV1uxhLPKfeasFCi0OL45b25uBvnniMQbmlE3t947VFOdJ8TRVfKiOkyrmmZa6hnUj7kBdyKHta/A+OT65UQuo/wwwCXlvnP9ghea0P3qi+SzpMcVXGNdUsk3SbTZEZ/B0o3MtpaWcA6LgYSmV2tMMdIUVl6AMuBVybzO+o9xSLhLME8fOpnhzJbgIwireDlYib8LD6hAYgas1jpswUSanZx7MYdHpvGB6eUF7+QIf1DXn3y4F5fIMaBnJVXhYrQLGa1tDmSrqaUF/OsWtEAzLZcb04YJyOUPPT4Ab7OUT9OnH8X77sq/AXPdDJME4jRsRSDnBbYn9jwBkgjLxctd58YihD3PYfFAIHxepfBOvHwf+HWBIwD+e9v7O7/6K13cDZHe6yzWsV4/XgIMxGb8rktVttFhGLPUdDPSHzwiaVI1cUQyqjU/hJ1RQk2E1gVUZRRpqK0wmtIgPqjCmvIeu0lE+3KwfTLYQAGeComC0mxnJwjzlBeoN2jvclCXIUtFVx4JKqYRkZOwRNh9j0yJ3VgUozrhyCfGc1K5YVPBhqTBv2PzgoRwWLavlGJtmZ2rgZbWjXUej7515bU6J1KTG3TbFaSq4TIoFhjKaWTJGX5cpil5y0mV8BkAQL6pYCsFxPWa+D0P+kI/JaXgAZQzrNzWGH97jYL/vieGogASACEuWouhaUbvF1DyCMr9VFkGIBhiljL7vlmHe6AifBeqLEIwPC1sEoxKVYS+GMthRGmywKpUaGfOJrIkyoSwn6O9nTD/+Hv3+iv7yBfb6Al9XFmNcX+HTAp1PYy0eexeKOaQUaGXHad8I/ppKcA60lysAwYQCOX+gctu0HObi+JwIMAZSmS3HwiP5iZL4p5HI3K3t454dwvPHlwdIA29+/Z+4ZP+SDtYvhPL+s6/vF0N2YKk61Ny6GbI3RwbNu6XlnLFeuu55ILpHgcKbAKNjd1Vp7SW1ja+lZZpOUC206E4lsrjdkO2bKjaYzOiu6KpR895jY1vEdQ/zHqcoW+N0JihCbzhFX7hRHYIyNkLGyN0741RaUXUPJYjtS9Ij/phCQRZg5g64MIRgnbKbpDLx1roDd3PMIZxvto9Xxq+Hhsoh2nKZCu4bwxzH+Tsu9vGtsyjHmqGbYBXHtRm+3HnwTlVQfALEsVTKek4iqNrB9CYexlMh0cdQsKpHDO8A3GHI7IC7Y126tsc52t97LIJxFuTYZoghi3LSOygIAf9RxbftceAAZUAi5pjxYR7uHBt/uMEsDd4ZORGfzOowtpLe11BY1qN2tCgtXXNANqAViuXUGX5m6XIeQlordJ5hTx9h1y/AdoMg2jQ5Qsw9nyEtHYYzyjxh/nCmsuK6wdYN1hq2FyZw250dUU4//hQSpHGPbzsYxIyOwpnQixk6Hgcw9VQ6OigXjll8L3b8LVD+Z66vQheHz/pO1/ezkMEFriqYkspiQetyCaH6CKTHCdmclWoiZB+s3aKhKDDy2mOD0pKlBoTuyZe48j0LaKXPEj3t4qR2C7cQgupkHqwdYTEoQT0WsLkDvVF2M7WJ83M8uKbeAC+AZaXWFOWa+mDeJUQUb1gUKFVCLlOwpkyuI8qM81nCg8AuFmRw9E7LX8MqlwDvbgRZ1RQwYlgii2/MCaItxIdUyUDZun9zLT4cSuHQN485c8ccB2JtghJKai8rD+OlCM6T4lwmTGqYNOh5MUcZ154rmTZZycdh86AvpvmCB6AddqXwPtLl588TKPFgse6Hq4yxdg9lQRGoCzadqCNi5PmMnELmENLNBvu9jWCcZEguQWMvEMlW88P/CRD2tCRjT0iKsiO4i8MSjYKGtpFiIgJf7/D7Cl9fADi0TJDTCT6zlFnKHML5ORDxXiJIxTg5nTEJm87e//oF28sVtjXIVlDPE5YfnzH9+CP09BRW0hZJTNlDIUdES88hnp0/14O3gP33RJAJwvw5h/fwfo6HaGDKhO4c1791+eOzH6+H0MU/bW7/w9d3A+TWO67NsZTogRemSIkD1C2z0PteSfF5xaGCy4HdNtn3Q27YSTXAgXFXCYtRnRZbGYfwTv+iZoGOjZt85waGAiYhTzLdKYfDyozeN+gAZoNXOZSArrHpOkXHEcmbJAInqmYprTdUMxTnwi6hgpUWcTbl9hgLOxxMA5fi1tNlSOBwkFlyCm52CQF9Qx5mTIS+bIZmhq31oaaWcpjfuo786wwPmFMAX4QJ1BqhCYKt49aBl80wq2CuiueZIYoaIS0Fm78uLuhKidSvbiG9hHEfeNxAhzBPDrUc9vOo8Bxrbf/qsTbX0YVVRqFGkYJqW4QP9li7HOcAyT+OijXs1L30xIZFmopyyAOfFrZn8s3H0cO1J8oYcDyJ9wZ/+URdifuVUphtg99eWMY9K/Ui3IHTGV7KOBJyNDx44u7O0EdY7t4bdJ4wXc679HBR1MsZ5flHyDRRZKhMTBiO4d9pgJz3MvbOV1M4gDdm6iE2JgMTDotsn9BUhctJzpLx8cJ7l++T/YvX7irteo2//vXdALkHh3btBMsaE6FCS2RSVgoBO1k+NwxlOAlmBGY/JHc48BoWWfe0JPfChrlGeyXw95l346Ih0ClUJ3qDInBUuHh0b+a9ZVEJLSgJMK3oUvdqtb6RpVE2oNfQpI1NqoeFlxbEcGU58aRGsbuwKFCclmK3VENLbnJUJfp+sKTHmEn5vHLjrj2KlAur7ORA3s4xXgo9l1vraAkO2OfiW9fR1uA9hQ0YoJkNdtJ6ZcNVKtKVbviyUdxpiVDSue4ejohgUj8wThAglUUq/nCfGYp92Kf7QIw5fOuO+vEhQGMA4tFxxWFFoAbMpcKLYpKNYkro48PHAQ9EVV6cEcxKBUsjx2lPZhIMaSlnLFxthaPEEuFk862ElLv4O9LKNPSwY1809gFEmehRbBtsuwPbhgKFLaehW2KN69a3O2lxAYguAq0V8/MZda4h8UCpSjeDr1fY55+hpUKefhgHDO82YuMioww/Afr4//2SfQKPqypKlv2wxscicwBq+1qParsxmfL2M/Zx/JtXWsk5o79FHrKBnSNCAQ/QEDuXvYw5CzX2Lk4eojGAFEFJ9a3W6c4/ZFT5D1qTOzUMcPStY6kUO/ES9VCmkM5+fR103bvMw7JmzNphKfIT92jmu5R9WGScLuoXFDgmYwcKjfLh+GWk28ngyO6iZ6zMITCdsImGRCfd9WEdW1SzIXFkB75cf6OVlQhBBWQUbObDgnVw4pNilpbKVEIEHwxh5Ke8Z5wOoAtLOLu37KzpR4s03ycTo/kMHUDvjnsnrfG8GU6V7a/YbJXjMinXQ4+TscVe9GC2kJ+8ewsDIH2HAM97enNfbx9yGNvB+d6M/OZJHRpxWNXKhGUWjhy8gGPMm4aWDSsYMWYPJ0CC9dBPkBjXzsO5s3u1x8bwFjq+7kDbiEOnM5kd18/w7QbMC+TyTKNAX7lV1jvs9TPUDDZNBNfrC6xv9GzWO7x3aKXqnIeuRlnIYVbT8DiPbAcWsKBPBN+MyEkcHml7xIIY61bKjsF5Yh4WjCA9Zh/4KwnGeQ2cTFA5TLKPD31cuPsv4RevAcpvPvNXvr6jhUwreQO5qgYANHqZ/NE9XNHNR4NMNg2NJB18gLbD0HLM/WuAQryXmaNBYFvHUhk2UBG0ThjUeI8hjekeJbwIS8EhnV2Vs+tzsj7y1B/SoFFd2GVBKWRt7BVru7VqKOg6AS7U33VEBxAZKm/dO1sf9b0N0r0bWjfqFXhCDiDqh/2d97Lrgnh4BDcHzDuepxL3PW6KsBd74jIp1l7w6d6GRXk0OAa4xffDKn5LOfLH96f3sx+64z1zrJ1CSrdOXvKpMMyUh3XG/DOW3DpGKODx8/YNdNxXx/v/W9cOFmEx4tCx3IBeCrSEm9737t/5oQ4Ee2f3gI43lQexRIso2AaASnNcexVJFh2dq10xOoe0LTo6h9VdCnA600vbNnKUz8+wbQWmV+4tM0jfYC+fIMsCrROsbbDrK6TIsDwZBlP+LQBRgZYSZcwcD7u9jpZSut1R//B/QM4/8FlHci6YRRHPYWx8P7w8Odh6nBFBmtX7OktQztDOwdKW+P3jzObgfxNH/54V8B/53X/++m6AvBqbbPIBDQsUWrjBpgDk0NXGHYBY2JKH8aiqdNstuken6ShAdmJIUD+CppljA0Xkqyq27uP3KjI0tqxQAAAgAElEQVTUEQeGOXp3NlUVsO155FJKJBKoe+DDGmVlmEQYhNZbMwCgOlYJQJvjd1YTbJvj3jvV08Rh3nGPIPm9GdZmWM0i1MPmqFuI/Iiw2m7WLIDholehoH+Jw22A1yFUZI0JtLOwz1/W5RyTW6qCH0+8189rx1ux/xzyfCUZI19dcvy9x78P5+UxPAXQEoxxuobmR7buouUctElHcI3xcEJIWEi+b+VD+OMXvNm/4zLQoh9NB0Shym4d6OtIvuXtEBcsfZCwevNYPgC1CsMTHlrAPcMg0ZZ+tKYH2D4KUcItNEkNIfIOisU//wCZqIcsbkApKJgpNn+7srLQDXZi8Yr1jv66jnVV3KHLCeX5GXa9hvjQxPvrRg9yvbHab3pB9Y6+XFC0jvZHIskwKsEsAXU8MlmJBrGoZhyhmTzQD1/HUtqNjm+c+Tj88mGi/wnr9m2C4Ttc3w2Qt0ZAIXb6sIirsonmVLhpMu6r2FW4gFzgHtl3YGksIHHszADOIYn/zTP5xSpBc6CrRpNPg3ksEvFMwZD32gl6DlrFRRC6GiA39WDtZol2N0B1v19a2hJykrZTykBruXXHrTte1o4e4ZFmhjXubd2i+KN7ZPxpG4xwBAi6V8XgdVdV1CJYXFCFXN5Z071k4qaHRsa19bA8qZNQgIexTqPld+eKZgxffEto6VtqeI+/8/Vrb7z6h/fRN7+XtL9rc2zq9HTCID/UcYw3k/Re5DHp5y7/ECi/tw1bz/UJ9EJltxLdudHXEZoYhdrCkIvA9hMhQClqpuODbHhcCbyelWt1ifEpAcIGKVFqLML4sTPBqNMMXBbIcgLud+D1C7JpqpjCZ6OlDAfurzzsiqJtHdvtDlsbymXB6Q+C6eOPKOcnhkDKxDsrJA4Xa4eyZ4d/+jPMGvTDT/zsUgErkEIK6KD7xQnM/WOkd5Yy4sQjGXgc/ADWd0XJRgxK3nn9/3/X92NZmGPrHQKlZgEwxM5VBCeNsEacjCn/mIsbQAAvMBcWH1x7Z3jhEMxPEnfGnTIBViJevcdjHdoIpIuynxzEsHVa8hnXLSKoxnvgbYdeccRct07wT5WjkUQ3Hy2Fevy7x8Fw70YrOAC4d0RnZlLPUtB+FIDY/kxAJDkP3oWq4lQIAGvjgTIVR6uOWjrmUjAVHRQyc2DthqoFGqp3w1IO+KD8p+LjUrH1LaQpdlD+e5f725DHW2A/gjGHd6cC5s8yFwDwcNx6NiwYduiw8j3c1T1Cv4P1P2znxH0ftzuNhlhPQQESKaHFIRBro3URaWl00wU4qA1G9F75YlqHElYxSoEHF4kRkxqWJKJylMBmRwZcnPqynCDzmUUjY9wEMp8A6yha4C2anHqj9Xy5oNw39PsGax328wsP6FJRf/cvDIfcrqTEzSeWO5do2qqVHbI7W1f5dofU4FEVYZskpTUzmEaSanZxICGjDmkC7x099lWCdxad7M//a16/RQv53hrum3EjKUHGHFiNCZ1zVZQCnAS4urH0F7vX4U6Zyowtc4j2MuweVtQuGhOgOjbVDiQJ1GuAcp00rEomEF8zjhbozb9XVpjFMV1iM2Xnl+ZCC9SoO8wuywGwls8b/+57THgLkD7+HmO+eZh4gNouLp/hlVIEm7Gv3KkSNro7/nLrKAosRbFMiqc5egYi4t1hfa/KEE4m9wZ/Ob8X4FQFT7Pi071/Ba5/j3X89no3hhzXbgC9awohZoWH29ijmXvYN+04uHUXbGr+QD7Zqavy+PV4L2+/O27+1gEpHnoWcciUmeCMjWEEQ2ghMJxAcDX+TbjVTOYhWC8EsmNSKnWC+WCs6PMyhfAQhsWaCQCpc4R+JMrTK7CcIMuFHcJF+Lcl/qZOgHVMzxdAAGsN/bZh+/yKclpQnj9Cnz7wM9tKZbg+s0XU5QM7iNTCg8UdmGZyneP5EO28WCQVwv1RBHIQTjjMd+7ut5zid9baA8XtHSv5P+v6LQLyrXWCTVo6oMUoorg3x6t2ykqKYAo3OyvSIHtpaw+2QOu2g2u49SNu6ICEepOFRZYAIBIylpFgNHMsRTB7VIkp0K2jm6AJDQ9BdKQAf6dqALzE4V8AdMPmjrsB3Yy97CwtXd5Zd1q/zR0dO/BGNx2GJEaoJZkeHL/9a/CSwWq7qoJNGC8+T3z+1R2+AdfWMa0dr1vHqRYshXFjidL1rTt6oTZ0iGIMj0RFWBZcFD+euEy+rH10FckrDFPkq7td+vdfR/bHLiDzt/4GENn5rpk0PG6d9GQAHJgzA7sO7/NOGMP3sUjAF0Q5PnL9CiSqCRUHrnoJXWTcIyZOkEkQlWBLJFNa0nxG8NbHi7QgH1ROSg3rOJgZOgF9ZYJMJEILHiI/Bfr8ET6zMzTW2EeFVDl+RAFaozV8WrD89BF2X9Hu237Ilco+em2G3G/w+yuwXuE//B6lTvA1GqqJMtEIY4WlbcB2jwasCw8sCDAv8ApImeMsOc7bPjGD7vbuwX+YREnXI4D9n0kUHK8BxL9BQL43H3KStSTociE3d3xeybOtUckVePBQEg3E2SksKFjNQhUsXeOvRYhUWYo7Fw0qmA+LNOPJl9lRhSGDL2vHrREkKOtguHXHxRlqKZFpHlESEVQjJakG26FBYJk4xH7WWzyTxL2mclv3Y6HHwQPIEyef/WAl5+Jr5mgA/nxruDQWfDTQKqNADvB67TiVjvNUsFTFUgp710Fw74KqQxeN4x4hDBWWOExaMAXD4dPa3y0WeRvK+Hv3Q77T23c8vlv5RgHWEUwdUQMRdDiLwy77KwaNfacs4vGwexeU5c0/ZU8WwvcCpcGLj4NatUKE1Z1iNwA2pDQHDXLMLYs72MctYrtSaPmOmxmLjUBb2cJeVOGlArdOapxWSJn22LI7KwEtvp8WaLbbspDGdB/xXQFQlsqPNWePvtH0VSDTTJ7D/ZWj0Fb41WCt0WKeF3Kgo5zLe4NdX+DbDbJc9p8vF8jpGb4YBYZEMISDYvEPjB0H02HBHF/H0WqJ79/sm30S/yMg7Xj0rX7d6/uxLLoHpWz3HbP8t8rOS8146VwEc5FRnLFzf2lhnCrV/bfeybiIDZiWE3/XUYSUqaXqgaO8F1isHXhdSTG7bg2fVybhRJiYczgWLwdWxWN8O7UnJhVYFHHkwQIAXZl8NGPb+iLRqBQ7V/rI2Pil6y0YH6/ujtdmrEYUUKHMw7ITwa1TMrOZY6vAyRUWIDsXFs6kdBLBOIC5yCiOKcLN+nm1g6bG19e+7vMdD/vpAHp+2HhDdAYYolC5qb5+2h1v4GTENNsTqgnQzR3VEWEtllMPEEx+cu71v7FX/XDDlAuNis2wjrs4YDKep4iwS0aWuAXY8F8DbfbnyYpOwYGP6BjVh9GpIXsXoi5DGB51o5tVI9bsEqGFbffkrRHo3SFThXcBbhtGL7xsitqCMTSxn5i3dSw8EYHOCzBNYwLsdgXWGxvYXp7ZhEGETAuNYpX1Rn5z0PX89grdbhD7EX5yQNhthMC8e1hfWccP6y0XyHGR7ON8QO59gv8Ry/m4H3+TIYutYW0dzQpuZtAmkAqUUDurhaA2DvbYWFNRiDgk6F8O/qyo4jxx0/V7x/0hJigPyaqpKGpRiuuQzokSPdgcBJhmHWszNIRVGxZVFcZlmwH37qjqtLoPz5absKpgLmRE5MC6C2pWMDnivuJD4IDslvSDZS/yBqSP7tP7i4qFE/tvqNO6ZMJOsBpgm0VHkgKvBSqGoh0qBSVaPnmMYY7lVPhsqoL/LgJgw8tmQ7QeI0yUz5xAF5WYwkPC/ZFLkPkBvNlz5qnw7GOf5cFymOQ94edko2yZ5EJ4QibwKFXn92PGILIfcKMQ6WBsDcCXfWaOo56/32PzK0hf1DjE919OLQuBRK89j/W8610oIAV+CAcfB5TC98K1ku9RZiYv3NkaSUv8irG3nVuUX2sGXQiu251xZaN6Hd2IStySPDQEZZlQponrvDegN65HDeU3JSUP1smhbyv8+grfNnp+EN6XYFjtLOm+AtbQ2wr1N/UcygPloVz6IWlxGPyh/zH+9waI4w84+Aew/jtAORfC0Yr4Ttd3A+Q/vmx4XTv+2zObbgJHiNkt3LSWs0oNCNc5NC/MdgCbiuBcFbdmWPshhhymSFWJxJSiKkaHYwXYdFQFazNcWzArPLVa983aXHDvLD2ei0QFWySMdK8kSs2MKYpDEJE/M8Tpb7CwQosFe0MF5sIKvBwR313hvB5DFe8vpmHpHS7eqg9mlYPaEozlY7iGWPm3tKwJhUzq8/k4/oZJLCroZvzpteHz1gc1T/yNZQMC3amwM0tKXG6j2vDrg2VoYfCbUaVZVEbsNltLZQ0KgTPAO94ycaYZQ2VzPWxo39eIh8WclZpHzvIvXW/uGslLV+xhqUC4A5gKXAnEXDBJao+flTrOaHg0KvNCcBPdS92NrZzI8BDIeiMYulHJLUE8b9QeAYhWdZ42O7B6lG+jUFvZ1sbCq2dqX9i2Ao0tmSBKnvM8sz/fQnon2grbbny8UuG3Vyb5aqW13DZWDvYGrHf47RU+zaTJucEj9jzM+nfjSG8n4HCKju+xb4gc62Ewv3nPX5rs3Rr4hdXwn3t9N0D+ct9w72QUXKYyynSn2GyZusgKvrSEmzHsMNryKJNZblkIITgVxVU7Ngur8uALM15N8HMBmgiyRNXE4zBI5Thuym4JRP9fe++SJEmSZIk9ZhFVM3OPT2Z9pnswTQANMFcYwgVwCWCPLTa4A+6BBU4wdwBhjQUW2DQ1Aajuqa6qzIhwt4+qCDMWj1lUzSOyqrqnMyonyYUoIjzMzdT0I8LC/PjxY6CIYe2Kp1vHsbIR6aU5LBghZXi74VWrYAqPjCLlxJcnZIhLASRUake0rlirD1nRyygI2aAaeznnvjDct3sEMPkJYGxqo0w93r+a49r6cBqSVcG5F3i7JAZvqNYgvWHSgsNMHPq3Z+D7a9/KmIdnKJgEOE2F9yyrKx2Y3HFdO9aU1UwPEi/WWZzzFNj/GMGw+HyJ5EYsYxElJGUIzz8dKfcw6IMtHGwW+aIwf96kLOUd9xzp9cc8iCsZ/SAZI2Ak5qLWOwtpJOldIkB0qCGW7PDUIBbQewaQrcW0N5YrS4WEsiA/G/ivCoDC+6sK1BkYEYaw1x0AqRUoR/jlCagF0vgsujmsG9BvsMsZXUittNuFUpzdoA8PqO9/AT0+cF5p4e9vF/Trld1Ipgl6OEEPJ3rhmrrREhtMx9BBDsMqQY+7w5ESA/9jhtHDIYu1L/lwCIi/+KzsFtQXHvidwcaXJtuPNr6eQb52fLg0fHde8K8eZxwm1r6rsFV9jcWfXp1CkC2ZXBzZBqkkdpU3UgRTVRxap8Zvvoxhk8Mrjoo7J7vi2ulVW+C6PZTNupEBkcQDRMB3E+ActL0qQg2GURDC70oPPKCwqPTjMUxCmyK8/Zq80mnPtjBcuuHp1rGaYXUBVkNf+ubUgMf78kge7vY+D09xYMKyMQW6A0uzYLconhaqvGFCcJy5wRSASSRvkN6hELzRCn2c4AZ8WIhNW0x0VeDNXNnPTbbKQXPayqko+pD23LzXl/M+mSeCrfAn7e0f3Z/CsxmRVie/PY2mxHOlIyXjZ4+QgY7VBp/dQSo7L5znGJs34sT25y6AlsLKu4EFB7yT35X0LwWy44wH1AN0kI/s2x8Bhui9XWOyRUXeDl7JM8wWTVuhSRrjiZjz9QJfLsDaYD07VjtEBbZ0LH/4HlNvKJXdP9r1RhXFeaKXmwY/vtOawc63SPQV6OGC8uYNypv30OMDMAtFmVp0P4FTb7w3bpDiNNTwoO0JsovIDz5ud+y1QlLX+v7BYRch4fPJth/77/qK3jHwFQ3yP3y64u8/3PDrNzOuzXBqhqKK4mxqOhZcvD81aamKRaPJxo2c+Ey4hRg9UusCIRM4Hg2yKTINQzyXRuOHeL+GocgCjvhkJAEZjokIzmunZGRUFa6OcW77SrHBUNDALVVYiCJRWVcjYRkTXzx5yIqpU/Hr0gQ1FMNaN6xBHeUl7e9UfOmLQW0OJrI8MPBZfKto3F9j0gDNcV77MKLHqbyY3IwuxDqKNRwL8P5UcI3IR8IjOzAS5vOQjbEBpAjQdv5fmu/5ft0b6XB+IcnqjXnim7nar0EHYnFLRLE0gCpZN5eG+N6AJZTC+/ZDlX3h3csGWTVs9LfEkk1YOsx3CT3E7qCh3R1NWDpNfLZgNDoVAEmDA5B6ybygHiXWATuUXVbDMQyUFwVk4qO7snhDVFk8IoD1T0CsJa2V9MDLgn658U50YP14hj8eUQ8z5l/9moyKQopbSoRCC2Q+oFoDYMDzBf1yRb8uQO8oxwd6zafHQQKX0wNkOg7c2x0sKnEJ/vJC73k63UMN6fnvQf+IXUSAbP0E4AWrZe/5fjHM+ouPr2aQPzyvXPTd8f214VAVDxOwiqJE/WsZs35bsOkhcT1xoUgsCIaKMjwwjdYgfXeErI6iVyoQF0zFUCNMSglHAYak5ZaVokF1B6oaDk3QpmBEBMUuIQFXGooi7NpRlLAKlwnF4Gvwq4+Vnn7zMJAu6B4C8UJsfDWBQtGUDAeRDXV1J6zScnF+Ia7amsFuHiBA7DyTWHmPsv2SdiqaLaG+tkRFXNYeAMKQM40yHG/lhKdJCUeBUqdzZC3T62QgGseI+7nfFPZnnmXhVQg3acIs+whBsoIzjxC/v38lzmHjoaeQFYDYBGVAjeGcEmZKo/wD8erw7OOLTAJDd8cc52nhMHeR0IFwbKGzjvPaMxh47IA5FJvXt/N+87u9dWC5EKP1utuQdBgfB1gyDYH3AtyupNOVCjk9UGRIBD7NhKiuZwALfG24fXyGCFBOLNv2ucKnCi0F5fENm5T2DtjC6sQMHaYD6nxEfQfY7UzxoSkocdMMOZzotYuyYGU6RMLCCb+shuy1iLZuUE6ZgNi0UMo9E032s2n/oGxIgI737SffT9AifzWDfLmxVfrzreHTreGXD6yNp1HznKcYNKm8yfsFCWwPHvSEm3GhneaCpTvOsfITT1Ww55xmGKjAQRVz7VgWYOgi7x5mdplI78vccV7ZCqkbOyJX3Xbf9F6zsIWecSbD6EWrUxwJTkMjAOa8EmGD0rVT2GiuiuZA74buiuPko3tHGlGzKLXuu4TgZ0b5PuQmVu6DT+2ROFPh/G7O6sFaFAejQZ7VYSFglCdL2laHWsexLPjl4YBLE5wbYGbwqP5rFt+phBwy4ujDa7k3oBnhHDIROOCFPda7fWBjg3wpRbjblONPCgOVMG5sX7UdG8AfgUN4My02urtz9y330MCKT8S8MmHTXFWD9B7qdEojG46IZ5uju0RBaGC4ATB6695pXBL7CaPlk7AqEIhS7uD0ZuccM4gW6PEB7kduENMEWWZgPpLR0xZYb+Qtq9JbjsjQekdfGsoR8PVGllN0rfbmlANVhUwH0uICjivRYxIiwDQTb54OFM4vM7xU8qg1dvwQ62cZuAN9ZYeWy8prkwl2fIToidcngejHZjc2adlmzMgX7I3yT3h8NYP88eMNT2Z4d5rw7jTh148T3h0KREpUzW3JkSJ7bQUgDTdv9nZDzTcSVVVBLQrthuzclW9PWzIc33hq5hbcaIbcIVURixT0ysEfkklhANZuuGkwEtIjMlAGM6ZFjbY1AodBY60NPzPOw8e5DCKAbp0zRBVTcRyMKndZuegIj9zIfrg1lmtHbI6RGonw3oMBsVX3OWZV6nfshoBr/bKSUXLrhFaqCYpEV5UsInEWI6gUvKmGX50q/uO549YpJGXKp6DCUnmNfMBqpN0xibk9DxU+w2NcP+/RvcHOhK/ghdEMHJfGzcd82d3yoZ08NElkK9JJ8ftMCqZis4hgK5nJ7/K7785KUHrZPhLL5KF7dP9WTFohttDB2IXaHpM0xet50EjupViF7pONvAGiFV4n+HIjgyG1IfYOjQipZutKaGyaaKynIznKDkAUWQUrygTk7XwFzKBzhajC1g4/U/XN3VDnIzT+yOGAZIyIVmBm+TiXQXi6FjGrFlLgSpRQl+wkgg2CMOeDWq/EmkUhfeExtEKnCe4n7GlskpohL7ZSSTZXGg8H7hJLXw6A/qLj6xnkDxdcquL7y4Kna8PHa8cvHxxTQZTyhkcFhxRirZsnvNnh/c/76jCWNNMjDXkA4s0xxqIOL3Dt4ckYw1Tiyz5C6j1jAc6Hel4a1kPFXLdy5/uGpfw3pTCLOaBs7OqxkDV2BomEzvB4BVBYVCoq1uIj5J00qYB5DTQwLOFWeKGhbRl3Z8gtyWfGMCRD6MgNkxSk8L574rY0KE+3juy5pyKo04RJotpMHEABfIX0BSqK9/OEWy/4/aVhdcfaideWaMEknQumWXDHwyYp+GeOCk2KPEncj6xe3BlZz0hpPw84CyR+ztJyGknejqgdw2r0nXID7J5c5pcGPPFhYWm5yNaGyX0YsZyUW1cLbsp5ry2eAWW1OGddQ60ufHcJsXkZ388IRBCl0eMiC9dH6EKMVk7eASGTwgNLluxEstyoylbnIQzkpQ6uMrnNCq8T5PiA/nSGL2tET5xsotQTXz+d2WHk4Q3Km4UQhEwUwy+VUMgIy7AZ3Jd5iLvFnA81Hmh6y+ZBBZQB3XhIkX42PLbD0QhAkFnS/RrbvnMske1+/0QM89fDkP/wEXY64umb49C1WEPqspZdQQgAxILNCbzH83PS5oMnVYvFC3On8WqBZ2Z4nkYHoHd7bvw9vVB6lB7xnoTBSQlOj3Nwp2Tm7y8LpnJAFcGtG47QUfUZ20kY6eDPenbkyg3GN2qjZOIyaWMyKgurCkyB6hICQMbu0qMAJlXZHFUpnb/39jIiSKcgDZYB495PxXfYNsasFe5TuKw2SqanQi+5JJ6pAnSB9BtUFFM94v2x4twU59VGUYuFAUwjmmXigx7rCSfRcEmwUrKfYi6ccBSpAZIduf3e4UFEHFVY9LOEOJRFyO9gAnd1RJXiNj/z/HLj5Lkx1u0ITzmTfDvPXcIYb9xjbOeWx/Z98jCuT4B9S6cxcldRSmoOqxEOCo10GKZS2XFaNcqoo4LO2u6qwPcLIHWG1xlYF/jtCrcOW1gsktCELSvW60KhqaKQg0JqgXSjp6wL5rXBbxd0AHp8A60ToNTqcJFoB9WgdWLysE6bJxwTTOJejz54ewdMIukYLa0kOlZ7PQ4K37i+wPzzCcRj2t3XzyOc8cu7bO1PwyJ/PS2L8wVeKj6dG/7wtKD92nDrhrmT2qMSUQswmloyyx5Gbnteu+0uf8uXamCP1zXDFBrtZBI0OJ4W0t00w8AwxNibzTh+SyHj3bishu+vKyldnZV3BnpkVUgVk1D4UgFcnOw9j3m3e/AJLXRsTgJA2GZSoClQXTEXcjO9G1bBPc4pQjhAyO20YEvQ24sJm5uZbEY5FeNq5I9qkXvxnbg13UkRnNaCOlUcouwbWhg2twZdzigQnA7v8O2xwtGwBPMiqWvuycPe2mMBmRmnfvPgyebFxX+rCOZgby1dsEQSjUY0uOTC6sgUiKqqUBgu2aTUSctL09g6NblVNtrhHZc6IaC4jytSq2T3BO8W/v2Sfhk+83mH12YOWAtP7rO3hUFWuAd/OSdGdNsgj7ewuegh6SzhNfdlO44W0tuWG69FKzHd5Uqqm3Ue53CEr8umXYHAnYtC54lzRoUCWh/OuE2/g9/OqO+/xfSrAq+V3OZCrjEbrl7R5wP0wSDHRwrX5/Pd47h3oQ74BMVDxY7vdRO4HIHpwA1oF6nwUWlaiaBS7e7Zf2bj65VOX56BesDtuuLDZcHTrWHthtU4SUuJCjZlgk0tMtVhHbZwDoBs4TvAhWR9Y0Tw/XxoqzGReC10+y7RzTf1dMl3Dtw4NlkJx8RUd17mZkBuzXFrHWWquEYn7eSdOoAqZCsUdHqUHtVWSfkIL8hjchL+8PF5gF7roYQqHAIvd2ESz227FYm3R4idjkgzJqD24WKNf7PxNeluhq5sdV8j8badhYdXy7LxuQBzKQmYhwj5BLQLyvKMqUx4Ux+wHhTXVXDtWaZN45YVh+k9p9c7F2W0srNseyNXJfB6BdwNzSVKsPOGRaIxjGl+tqYjH+8Zm3SU4ZsF80Zy08hjYUQveRakDm7wBefj9jM3u01Qcnt9O+Yw0oKBmY6ipDFyNxTA2+51j3u4iQVJmcIQU2tFSgFMgb4yQdca+vmZ2hFv3tOLvp6B25kQiSgQSnDugGhBPR5w+uVb9GWF1gqtBdYatBS0bvDWcP3dB6wfnvGoE+rjM8waRCrk4ZELoa0DvvC2QtYbXCsZFXFv7pNrY1HE7zUiiOiPXTSucwqHiU8/C3UGOybvdSZLd/Ps/v7m9++MiH/2xr/I+HoG+dMHiBxxu7zB908r/uOnK/71uyMOtaAKDWOJucgiDhkenSMTblkeu+F77oEXhsfHUHgEMHCwXFhDQ6WokisaOG5yWrMtkCdXORgII9ze+bZLN1wXw6nSO751xwEyKHYWybyiAMyhbnAxclKHF+gj3EZ8FmNDITxAj8xQXbBqlFin9xs+wb6sWgRjgwF2Rjl8M4EMTYpkVqwGTEZfvYaq2xbVJW4bwlAu6FKgysw/rDDTDoW2K8r5OzycHDI94lkLygpchWXn6yhCoxGiJ8vk4lwST/98RSQklca7FsVkhtvgF6fh84H5mxOamIriCMNzS0MtceeyrN13inC7sCDm1kCidmPsV4Iv/H7z9GgT4uzEN/F9l6hMw/B47725z3/ODtUJh/HGaCAaMsqhvTeINRrE3tDPn+BPHwAhpAHrwO2ZYvKqQDlAIPRo1wVSC+rjCVCgXxak0H+7NPiafEWBt4beOtqnT1gKoA9vUL/5BUo7wG5nMjWmGcC8GeVyo/da5qC17e7XuAcMI10VVLbbjC203mlcMHLAnVGmk4NoWOHsRrKVkKLtLkAAACAASURBVN1/5Wf323dYx1/OMn892tvH71DrIy7P7/Hp04T/5/dn/PLxgKqCt+9OmIsOaGKPFW/GmH/toxuHD8wZ4aFaeIQFW1PKZG2UMEYJXWG3g9bd6y6kerFB6rbTZq+3dTV8UOBhZoLBAbRKSdE56rwlvm+SLG4BNuIVOHk8y2yBlOMUAQokBJCyt18Y0GGMMcL1l6prEczxOOElZKcUDYiCvfZ0GLCkHWa5d0YlSXULZiwkr0AnPhP1WOwF3gBdniHWcHowoD7CahmY+NINNwS2bynEFBuEbHrV41I2pAHdWTwE5PVgbCi5jsZ1Y1tPc2XJb7NOYaX9fYr5lEUzWTAi4LO411pOw+/j32Qpb17y9myoALdtEN2BFQLRusFX1rajD7uU0ER+a0AceY0Z/kX/PAnDk1if9DWiMTBJd3rLQpDEZEsBponFF0our9/O5CeDLAktlZS2A6OR9XojfXoqKK7w3mG3Bmsdl99+h8vvvsfpV9/gFB6xnZ+JSR+OkDdAOQQNrjf4uowNnA8gOdNj4obzAyR1zyPHsyUw469dlDJK2sMZy5VA7RDdvuClcbkbI+a8h1HymZpFO7Qfd3w9+c3zR/T6ezx/9x7zPOH/PTzjm9OE88dnLL9+h//6r99BCrUiUnwoV1cug7FgHVtxg28Gc1bBdWfogFjQ3WHiqE6qWHowI9mSBlvCGEuUU6ujhlD9fq2IANfm+MN1hQK4NYOq4O1c8e2psimkCJYOaGoSZLkrARk4FKZlMDNyQpD5wUVlKqiu6DDMAedMkmF/GuXcjzYjwXOkUdFhRugrtA4UdWQpgQOj03YaqEy65CIpwnubHnODoOiEogapM3cxa8CyQm+fMLUb8Pgr+PQOWiuKUKd5Kgpd2UcwxZUmzWjo3nlJZyXxbnZSkVHpV4Xl87az4rKdcsA81NNQUHPjOTZhbj4bx3l85864vhxZJLL3xPjxhCOymjTZOcFBjw3NpaBLAbRDlzONam+Q3fnvviz+jXBNbZuAIkgZTciuJDsoa14meqF1hrrDj2/4fKaZLZfqBL8xqSeV8piYD8B5hVuDrSuZFbWwgjnyKFppKjSTe3CszxfYuqKUgvr+A+BGo2sd5fjI/n65yfUGkQKvUTgwjPIW0WHofuRlbTrNu5nx+a36ggFFOCJb5nZnlPfe8P5IG1n5/n5/xfHVDHK3Drs+Y3n6Dpc3J1yvB/ztb77Df/g//k/8+q/+C/zP//2/x1/94hHHqjhUwX1Wdv+jDDw3veQgCAGeymD3hTw0IkzklJDl3FYuH0Ryj/dVXZMqujjEMER+ciPooLbFqVKjYmmASB8tpRKaIPyikaXP0CwwMBCq4GbAxFVjk0EmmgTwYFr0Ijioworf60Mjp+h9XVlWMqYHkl5vBzuFlOrDk8tzsYRpxgSnQa9lK21nKXjAOOWACQb4TIPcbuS3LmdU/AFvHh3z4T3OZcKtK2Q1yFTulhSZIruHnP/kJiMymCE2jB0LTZLQ1Lpn/meH5ca8802nwmOSGPK64745gre9GVnEZ7DzjOHcADQW9D5aS958ngPnT74nNkAPitv+enfJ52Fs9kwASERc4+R2HmG8Fk1EUQ9cCUk1awukCEhRBPx2gV+e+O9ypcpa7/z/eoVYh4RmhUa4WA4T3GmQSy0QBWxtsNbgjcnV5ekZ8pvfwt4/Y3r/DuXNW8g8x7HP1IWe5niopKYhVefGHL73YGkboyBmXOsLu5DP6k8l8NLw3732xz7wx73lH3N8NYPsrrDlgsvH36MeTzg8zLidHefzR1wub/F//+4Jfap4MxVMRTAL2KsL9/dOw+PgLsoHpR4Zcncco5NIb36/ycUCXxwRTm5YqkLQXnxHrnwngZVeQyR6aJxJHTtVen7L0nFefRhzEfa0S08waVGjYAU8p/T8S5R9uwc0oeTCuhM+mVxxmoJRAACrYQlvT8KgEJ+8jwLH1Mr1j6yWAzySH+mI2e5zfGYvnmH8y+hCoBKFORIJlzozc+8OLM9QVcxw2OEbaJkIITX2t9s8cJ7lZ2smnvOALuIMBuMGuwhBZegXJKSx/31RNii4dkM32cLcEWIhjHI8f+x5xRiEi+SbW3KTMYK4+2uJ1yhnKoB1aF8G3/iLxvezwYMO4CRCfOp5ROZjCAdFIUad4daQeiMCJxdZBHRJHPAOX66wT99B+jvoPI2H6usCuNOztQYxQzkcCHlMITZ/ZXjGoKgD3dCer+jL79CuV7w5HFEeHbYssHXhZvX4fmuMOoxbPtgkfHJOuVYwErGIgMOIawHN1ecGcj/Pxz3ddscfuLc/dM/vDvRD3/Cjja9mkKGVi3JdcP7udyjTEY/fvsO/+/f/Lf76r97iH68d9Q9n/OpxRq1K2caMMj47GBdMiV+y8IJG5lQB88AN925kLiqk8fGhNjeFBuwyEjkpcI9MysMVuHWErGK8DpYvz6qU6TQWVLTOxN+3hwkKRYECdcIs2aYnEUda+zv8MowjHHDd8XF5lYwInGW6Pa9P6U4P5gE2saVkNHTLzWLHKsC2uXXziCDCiDg9yTVet5JsD551ASKJSbodaoXjEdn5QTuLRuT6CUcI6vEb9DqRURIQEgKrvVsz+x0B2880rrvWWXmPHIP+VEDj2yM6SOxZVfAwFbgDH27GaMi370tPHJ4poPCgd946JBN1W+NU33mt2+nKeFoleZVuYYxTpS1KioHdTrnfQmX70oTeAAzCe7ZhQm7AZF4M402cjrCEgtrEjSLz8DjONA8sWeYD7PwED465AGjLina+MGKcJ2gt6NcFzpY4sYk7zDpgnDN+a7j99vew6xXTaYZOE/TAUm1/eITYaYs+3ADvw+A6AEgZyc+0f2IrW1xpBaZ8yru58WPayfFIchP98cdXM8hSWPsuAfDfnj5CRFGqYj7eIBDcGmlbj3PBv3qYcNCotJH0MD0UzOgVZxTDsojomlyAgysOK43l/j6+xKP2OCyF2e/pZFXIPaUmheCydkpUJm3KgWszWNl6tRn4WnfD2oH3veIyOd4fFDJXVOHiEWBIJlJ7WOCW2s8C1wzXeI2rAI6CgxPWa50Lgs1Ug1oXizc/owBqhIIt6H4JpThiasektjjO5JzwCc00Y2uoWgLWSKdDgdUFtdTQ96zwmt8v8HbNM4EuZ1RRPEyP8DrDPLqXCALHl80jFv9sjWUhje3D9Di67p5ptq/K6zMDFmyJzDcz23h9WOxuHojvYJo7o4xtQ8hfe25EnI/JBsg35janQi6v+orkY9IY96CbvGxmGg8ivfbdGe58cWz972JTj954jLQigdwb4BQjoNpcHEVA3ePjI7SUiECYNNTjCSZg8m1hc1bVQi5yLUE9E2ip45xLrYFC8NrMDe1yJTXPH6EHo3RrWwYEIiEWJC0kNiFB4wMgQcVJQxvUI20rDCs9bAVn7ku4Y/zHt3v6nzrGIch2+hrjqxnkOh+i8wHB/L7ecH3+BIhDiuByXvH984Ln64r3c8X314bTpBBLrPhlhw6M8FWwhe4OFgWcQpXtgo0qNjqCxM8AxYIk1NiGXoRsymAahnkqijkW7KVRAyOLH9rWG4gQg7CPnqPRwEgdxQqTKqoWFNhYWGkIuMFEMk4UU56HpGykEfoJut3UHWs3LB24uYHypLswSygUL0L95fSKt+STDLW89AAzmB66GQ54owF7mByrKg6F59ld0FGgkbGXEn3RJJpvjjLWArGG4/qMclQ4JtgqoWkRfQidZePJKNkzHFLALM8fWcAG3CUDuRGRb70vbXZnxDsLeeXNDM97jEq+ZJQ3vHp4STuja57n6UMTGdiqDiU+I9G89C78dd+0K6RuJzlgjLwwGXAZAvoQb6SFRXXbToKZibO2AH1lyD+R1ubWwmiDz2JSynK2laXV6wKYQSO6cQF1nA85HwXeOgRs7aTXwmT1cYbOE2whjS4Tf9uVRPRjLb6DG1FqdQwNZ8kCevB+Regj1uFx/iICtA6vuut6G89jNwf2z/RfEvv1PUXnRxxfxSC7O6TO4wE4AO8rbL3h9mT4pAXL4wndDO8eJvz9xyuOc8WxCv7qUUI9DIBvEp2ejkV8h8ZrOc9VBQ9zgS8d5z01LCPCcHeak96WGG8+3EmJATM/IqgKHA6V3tCNkITEAs9FTI/ckeW32UCVRphn+jApTnVfrpwFEzKKJgQbN9aQWCSgu/JQCDt5bAYM0XcwKs8sNqr4XhUiG+6ZEIvX4nrTj0IaPUn6FjHtLLeW0KIuDhQnTFRK3TygCC1dSywoINW/AEHpDW9rRTfBJ4uuKO7onc8hO8kU8S2ikfSSw0jvjHGGQHu4UHOOvZiHRQVvZko9tguFkMaQlx/Ykp6WMMUwyrmpY7Rsyu+TwDgFGJxh2f1NI1t27yUDZwvT/f69Kc7uBnjDKISIGIf4eQ24ASBNLu57nbl3dYxiijxxWY3KfGkAmcgAvJAip2uotZF5YSFgr7VApwqd6wgvu7LFVJnqpuOchtwMfj7D5+9hdaKHXUJno7F3mExzPGdW+rkIpDc4eL0e1ErLct4X5lcjJ3A38oH8CzHVflYe8m2lO8KWNJEbd4e1G9waLh8c1r9FnQo+XVb89tMND3PFX7+Z8P5IkH8qGDzAIWCSiyiNDggv9PBcu4Mi6wIsbaOL5ef23E7DprcAyY7TZFp4HPdQAYkQ8NLo4d264dq48Fq3oWug4aWtHbisnRSoOH43x6Ho4NIOZTDISEqVoJmZOfrI1gMOHedOg+os/4VAO3FsdyYFuyVPG8COXVLCeg0vOT1TzQgjMVZO9Cx+EWFX6+yuXcKr7l5oN3qDJ9d6X2whZXjOEEURx+OsuDZ25faeazv0qR30xrAZ5SDDxPOPibUzeEk+y7HBU37nRZcieHMgZ/Z354bLvklffhbbRpVjOK27Nw37mR/avcd3r90dGAiKmoQRVUYXaVD3Fzqip2Am7Omg+4MKQMoYy6ddw/Eplfh6j9a9pUaBiI3oEu5hlHleUib21OstRIaMXUBaGO9SaHjnmZt27yy2OlDcXlpUAJpRs7kWOl/nJ6DMkDpDpyO99r4i2T8o1Lvw2IB8OgBlGlGLQUjnkz074z4Kkty983d3//9PHF/HQf5KBnnZ42V006xRilDLBNGC9fKEy1PF93+Y8Ju54lgL/s37I05TxeNs+MVxoq6ucEccIbbQU8uHUcXRds/AAJxqwUEtukfvG20iFpbsPC3G7d3SC6bByij5VKmQdmjUjFhax9NieF4aUgiJFCga16THEVIRtOropljUMZWUmgwD7DuYJNxZLyzokLsVTutehUwHetAWG0G0onIm+GzHt829KCO+ZJnkBqBCWOVYyFSxXRjf3HFZuZFkgpBGlHQ50wIUUgSB0EgYmwixT5MCKzM6CsQNqpEQCgfaPYtxCNuUsvmWefnCN47X0vCGU3YHMwwH2u89ZhE2x/3mWNAuHaulxyn3a/jOaR07+I5Js7PQ/sJgJ1yB8aX3Vjo2Kv5MWcuN2qZjA8DeMxuUL6PHy7AIG8BjUaKs2/tTaEgTorjC19sGg+y6SLMbtaM/fUC/nAcHGQC59SbQwxwynuH9hnOvtaCvLBgpU2UZt3L+eCMu7bczlef6EoUiNwzpTmjwrXcubalhoHfXM0Kh3cORlJmNl+PmDa2afxEv+WcEWSytMxQxi1iaUnnUdwB6eL6X7x3TXPH9acJvTxV/94czRAT/5v0Bb+cC7Yqsr1bazaHqRlpaJKtUMGlIPTb2eKPWLrv4XpvjvNrofmzxAOnVylg35Ox2AAopgmaCY0V4t9H2SAUqHb13tLtnFl6vp6iRh+4FM/7HSXHygmPZKvFq9OcrYijWweaVhBOqFqw7uUwFjboOA07pyjW85LUZbolvpmEcRmMzdPwFAltmoUZRwVGUHbZlK892UC1vNI2N0NnBSkCTilqVDKvwlPM7TAq6zlhM0d3QzUNJzrG22EDCuC7NgnOsKGU703vHMJNuEVVgM8p37915rBkhqQCugodJ8c4Mv7/wJuyj3oxW8ljktgcvW8Byb5CFktFH1UgyEjjFFxdxOiUjTMvXC5Kfvj0UH44Cfx93O7KKIhYb9b7IQmlIe4N49PNbF5j36GXXgHUduDEkSrlDtN5vF2K+Pbxyz72jwMUg04TpyGaqtqycn3Nl0u96g1xXzsmi0CnkOAOe8PXKDaGtFDJqoXcc+QYYqwrd9I5MgYR29rjU/t7uYKuXydfhNe+QoH/W+DmxLG4LQybrPXbsmLRKfAjrwi4S7jh/fML3h4pahWL2jxN+8TCxGk46KmiU0/iSg7t5SgDoPapCpQ9+MoxVbo+T4lgEVTqe1o41Q1ZgsBToNSbNS8a6oJawYKqCY1U0c9zYlRXtOKFd162lUxh52+GOhs2wlXCnmhNHrdG+ekKHdmJnYfEAOLwbVBqKFigqk3HdUUBq11oUsxmWrmjdsBRBbYKb+U7jY/PihijRMNbbjM3fV5Vo+pqbC7B0x6HmRiaDBgcPoyXKEtzwlNOJMa1YnQZsNUpjZmdsd1Y7UthdoSq4OjCZYS4loottPnl8KJ+tAExGucNMovHslgxOjD47mHPzFcyl4P0ErH3Fx+U+qefYkscqAaUgKwdpjNn5JTDmOObwkkVhWlH6gm1LGL7+/QKPh+Cg8coo4LOkVFgaslKyTzt2cJCMhBmWC8WfeoNdnwAkz9o352i9IsWJqD3hQWsrKMcD+vXKDa2WUb1X5hmQwrZMKrvuIo7ajYVDkcfIMMrdmZC7XWHXM/R6Dk3mRhhE6aFLnosbqwQLnQcfKH0UBXzJKO/m7t2d3s3r/Pj22T/fQn/O/flxxlfDkNvtzE60AqpOgd6xWYOkghWA5dMHfCoFUgr+4e0Bf/PNCd+dFrw7FJgLHmZAoFtiVhzqunlHMdFVEGW5TsqnOFZhok0VOE78zLNEyLpbJ/sQfyQhnTq6uTKnSjWxpsJjeUUzw4fFYncOXNeyg7BjEsHDVPE4F8xFwzjwuN6MRSYpdpCOUboo7pSXTD5xrdEBG7gVoHawGk4ovF8LZTtv3XBpHbe+bQbDoEVYp2O++vAK6bGHdx0SlskZJiQiQZXDeD+rvgWqBaUqSm8Q7zCJVka2FdS0HpS9MMzNHM9LR9WOx6lgqiwrN8QkTa/HNx8yvWLIvl/e5nmqhlcchqyHR7vXx56q4u1ccFk7ltx8kRsAn6E57mxjni8jBQ3vfjunnEcdFLKCpPgNNhuy83734vZ3JmIYbYnrD5aQ6EiGOCTEeHi8obFMF5YcXnd6o63BPTzTNWQ6S4EcHtgZ5PIEOJugWnqVpUAPp+icHTh2LdDDDBiprEAUlcAJY3jkK8whE7FlB2DLAjl/Qq8T9PgAMwMuTxBRaJnopTthLNEScJOHvYh2xntKYO72A+p5GZOEBR6Mlox1/hnG9eeU1Lucr+jXM7LeHojN3A1qzl06khfWVixPT7iejrjeOi7d8LR0fLqxG/JqireHglN0T1DNIli2Stp2Si6Ygwou4SEuBli0J5qVzURPUqDNBlzWdpaZxRUb/mhwNKfxayqYq+AhElxVBCsqWl/x3IMT7D66LxdRnCb+ORSKEGURhgSjYDFAXDCroGJjfgAIAj1QYFBZOT1rYUKlO5ZgzxYV1O5YE6PuoRkRFLnVNkGi0UA2jI4biylW42eT41snxdqMizQmfjNHk+3eCGKjUGAGrTOrrgp/69HIdWeAV2P7qaVbUAgd39063B3fVnpGrFqkSBOUWtm5QebCknEfN2gC8jl0uIk5OfnZcYRDKXh/MPzDZevL5iIYhGNhnoKNS1MFkOa6RveP9AXyI7mZ00tdsUkV7U+IbYlG6GKAow+9DOQZDuhk7xlGdAkJfnNU6CWoO83AeiN8UQqwXAHY0ENGbxQaOjxADyd4jzxPrXA/Qod4fiTpTgca2KiKtDpDwISgrytGkn3gBnHGorQywb7w2wX29JGbghbg8sR7dHoY5+caxfzRpBRe2VVI+UxGIc8PQkIRG0WkMwSH3HnPZe9l/7TGVzHI19vCjHKQO8kl7oArXKI6aKxsgVnH7fmC737/jH/4xQnvDgWPtWDpBY9TxVwUIoY5cb7Y9Fx2Nz8NHdgslPQkRTfgCia85jDYZSpYO42y2Ib+jfA+F2+UTbeAAeDRSSMYBQ9d8bEQw0tutIYRI42OJbyThqiO0JMpEl4YgC6KBRUuDfPwqlJtIrwkV1RfIdJRhBoD0SgKqzu6AGWndFeL4tANl8awff8nO3jwX2VIblvzU1WGxhqaHVVDkMiARRzVGSVD4rscOAQW0rELqyMKyYIattKi+P2t8c9qjt4Nv/nUsZrjl4+OIgWHKgObFfWRzM1kXVHHFM+gG9BjXgzBpJiHCj7Y7llFtxlPATnbe3F/2f0uYRkXCQiIiaiivNfZuDU9bEfAKFJAOaYvDbk3DCqA7beRL3ly3OwFrNaDGaQtZFLoLmwXNhCARi/E+Qi7nWO9FOCgkPkBOk0JqpPp0A2ClbBErTSc7izqquGJW2fCcuUm4JFAllpRjkLYA3lpDpFI8BnFh1SeIPOB92pdIE8fgVJJs6szRfVF6b1LIfd4V/otwo4p8tmmFcZ4dHxNJglGpCs5GV9qYvypYT8jD/l8W+OhWTxP7rqiFvguqDTVGzQwsLYs+P67K/727z/iMFE85d2tcJGq4E0vOJaCWnzIas56f59pWLnwVZHOGtyBa7T3KWFwphKdCgSj9Q+cVLCRuQ8/5+bA3B1ewxMXQ50ARcXTavi0GHpMlkzYleAiCxgoTDsPmZS4reyZUpwTmhRUa7xvsuO2Bqe0AFCslLadKlSBawOabIavqgxvViFYwzumQbbwVHfGOSroWjdMVQmT6JZILMJqPXhWK2YpeRpF4NyAA2J5xGaZffRaeOCrOZa147x0LO5YGuEViv8b/va7K/7+0xX/zS8e8V8WRZ0VVXg/Sx47nkv2/fMwtOzbxx6N9w5bYLwGrAi6YfzyMCnedMMfbqyQpDOWzyNFheJnbE0FBNR13kfF+WebijsoZQNa7o3xSN6FXkV6xRkJ7MJzEYEXpVHsK2Q5B7Q1IRkaENLecHjYYIyFmDCmKZpCUnBe6gGoCjk+3J2qA6TBqZA1AdCDDePE/nZMyok7tK1wafx9blDgHEe8x9NDhY+mqn57hn0E0Br04XHrTB38ZCkF3oO1Ioy8mEOKLjPD0kY8u9vHxlk4Ii+0jzvjPv9Z3vI/A+b4Z4yvY5Avt+0/MbFc8ibFpDeDG0F+9w7rDe224NOnFb/5/oxv3hz4OfAzqzlOk+FYFcdSKDBfQl4TWxVVhpHN7p9Sc8fZgCo9dC0C81XyZLNz9aCyjZDYh6dUBCi2Ihoq41gV3xwKPl5WfGxjlkSCjEa5hHdcxmtxHLoLAIh5mlZAohCle3RPyJLfjWMLB9Qa6lRxDKMk5tBRaIKhzyEgZdAcKN24SZijWmLBqZXBqi1ykzdPfpLUigjKYdxbi/MozufTnVh9UUAsBZO2zxB7pje/3wyop0H4ohlZKf/Xb59w64Z/94sj3s7z2CAnkQEH8V9eb+/kYCuAtW9l0Iwx6F16qPt1iyjGBXMhnCQ3QzJHhv5weNwWm6KBinlrJDgnVUy6fRerK2OdDwBaNqO795fTIOTOsYOFcp7x56SOBiznkSCPUmPSw8ro1AydmPzWQhy5dsjhSGPfO2A3wAJP7iu/vzV61McHyHyARuGIX56BtjBGU0HEfUhVOYkuMtm4F27hJRuNriqNKuMQyn5KFH9EMhHLldTIWlklKBKdRkjXk5rPQQaUIWXajLLs7icX3bjTQzcmSrEhAo/ofLc9/vGxT8L+iOMrGeTl/oWXk8+dDAxpsLpCegHayoaLreH50vH7pyuqHgGnd3lbOw5V8DgXvJkrTlOhIJEotMgoo06DdOmOy2pcdBHqru64RDLEQd/iUNjfLdxA7B8pgz+6PmQKGKaKUZjRQTrUsSo+7Wv1Y4HWjbUXSbBs7onNi3Ei4c2wteiJMBFQVmZFiJa30KFYjfoWLIfWHUMgWSPEsTXgFkH8LI6qHuXlW8LDQI61q6BWHRQzRRi0seHdc3fNo4loJ5yRSpC9+8CvmxluvUfpNP+MJF/+fqU41B+eFjwvHb07/u0vgHcHJkRr0gUjwhpdOZRQDb3l2DRCvIYYODcrj+2tKDeO1XjvHqvgU/Rk5OafrqKMeZL6GycTdCNGOxVQSU44T2gjAvwaCaE0HNtmvd26nVG5M8qb57ytnZ07XgpQHvj7SKyNWnNRRqBegDpBTm8g3eDtGb5P/uV67Cvnuhm7juR3Ho6DxywAe+iJBHQRGLUYnwUA71n+rBseLkz2uoDwRxj3IUTvRmz7EiJH04E4eJkg642cZOgGQfRGo6zxem6Vd1CED+iJ6yXEnUThRej5/1HvePecfk4G+dOVTRYZHRorekTp/ZkBklVqujVaDPUqhKf3/blBcMPjseHWOuZCRbi3xwkPU8PjXPHuMFFPucjwpPOGNnOc136XjefC3Tis3ShGMwuTWgIdkoxVgFM8xNTGuHRAhSXeBUZIDcDDXHFcDbdRgXYXqI4XU0tilNCO91oYE/IyR2v00NL1fWQxIgzHGoZvJLUinCvcQ0bBzH4OimNoMeS6TC/3Gl7sCQntAAj4hOwmHj/ZROYhrWmb6H0JcaYsyulRlLN2H54wPeSY807M/7qyGe3aHb/9tMDsE57Whn/77RG/PB3gE2k2KhKbWAs2hqJIjXQFl2qKGAGkxa3iozqyICVYeT0SRr6FUR3JwwHNsHgFDly64WRMPE5RMQkowi4HxISdA7IbItgKQ/KB7D3nvYFWrhEPFsWo3NsdI18LQ+dxXzKfAa3w4lR+c9CjLWGo5wOr6gqFv8SYwKV+xEpDGZxlVvsFpVALslGqS4vy7FjTzqgXItHjLhXdBEBj+otQagAAFeRJREFUW6fpEIJBSkOpCtwusNsFmA6QN9+gPJTcVXfzls9OrBErF+T2irGI9hS5NMZtBdYzvJ4IeUjd2Ynd2nzxKBDz/muMr2KQn54vwyp5FnAoQ+vMFA/2RVQOSfISwbC5meO8MNlzWxynueDNscJEcGmK55XVco9zHaT9udLgrbT5OK+dbYNch9eY4kE9vLPFHNUMooWCQCP0ifJNJ5xRwc9fg0Y3l4IWnthpKng7F6zXPjyqxJBrwABFiT1KtOihC84J5CYDYmAFF3/HeR2ZR2As8pxDbsAS1phVf7FmISxt9vCWU5YXiI0QMN17f0DZcZdbLC5HnENAORT7iXMIbi6rKCOZKsCEkEgI+5LIUfYHNBDCIEd785J7Z8FI6u99ujT8fx+uuK2Gv/nG8K8fZzz0ihJdhg/ieFT2MdRCT6noiOgjTN0KUBwsC58iAVkUmHM9A8MZGNcW1jXvWzPH081QpGMqwARHEQPQoTptRjgpb3dDdkb4Bzwv+cKv0uBh86o3Y6LUQ04JzSG3aTScaawPR0hbNmM5H9kRup8poNN7wAGFXcwbKXO+3mhA6xRlzpxj4p1QR898EHNA97xdGluPuTPgIGvU0Abo8fYOu57h6wqZZ26S0wSZqPPM6s+NSbV5rwEwCgJmioeU5+DOddNukOUK1wMfrU709j0mJPG+TfgJXzDUP/L4Kgb5+bLE/Uk3SLKaY+c6xsSJ+mgNOlDvHcvSsDQaWlVWkDXLReM41AI7FGKX1jAVei1Vie+VoniYFLdmOK8dDxP5u6rkKs9FQjuZiaVZFQc4qmQbHpYLL2bBWeairj08LRfYFAYbjkMVvJkrnhbDYvtkHS+5SniOZgN+EABuAu7qSRvJcDUmhhZihd6JAyZWEMkVFarWJddWEzIBNp1ZwUi+1eTpOqEHGktGF6b3STvIjnfs9EgcGxyS791gGIkeh8DsW+JVYjPp2Ao78rMWkYPEJgxQW1oANDGcb4ZPteM3HxcszfE374GHiV7OKgUijjdC6Ck9n2x+mgUsHWEgI7ptxj4IEpHToSiuhdEOw//dWswqTkQUAScdU4FyVLxJNpWtcJ1eABM5wtKOcERevOnLn7pP8m3HGRhzyHK6dTIu+gI/PwF1gk5JUaNXbMeHIb8ppzc8vAVHOT3nUukdW98ocYKBBwuE4lE9cOYe73WPuegbvIacvoEjawks7a4cD4DB24p2uVDHZLnAlwVWb9A6AfWI1Num87J5xAIhY+vlvUsWSGqF1BkIVboQi45bGXxl3zlBL47zNcbXgSzO1w0S273usEimKSeSlsC2MoYkFrmsHb0ZbIpW5IFbXpsAYGa+uaPNBvOC2pkFJxIgeJhZtEHtCcWbCWxLFIm67gApcgyRzzAcqmKOSqEiZBqsNnwnuBsWJ25oFqGuRvjkNPIPs6LdeCLNqEmcDTQVzBrrbom7Cb3f5ElmmDYMVUA7OoFKs/RyuhRCzGGE0xNtBmjQxEYVmSTrgwU1tjOGAwOMP9WD9+u+FQK7R3WhDWGiHN0Z9WhQ4FIfAxBM4D1kBSW9kfze0UTWo4gHGUEoE4VODnnzjqnMqEWwmOPSDI8z3+9wLK5oMExOISTf6yKMSRcC9umxq+wKZgRzBTRSHuZpAJNF7BEVRMjswE2A7y4dBxXMR8Wc27LbDjJLs5TwVFr5Lxnjf+qIHdGMcENfh2aFPX+gRzsfqYMshYyIOkPrASgKkwqx4ASXmRBZ4NSeIkTTDHilN11nbvG9weMPRtFJRnMCmG5+BRK+oCocoppzXHNuKmbB4BDYbYHMC7TdoHjEwLN2152trNIxI4yTWsmybWISEXiZ4JWiRQKEZjfgpQz20tD+eDl+Thjy+bp84dUo0xSJWc9sLJBTmDthb4b11tG7oRTgOJcoWiCf15xiQbeVC6Bb9rWj0Z6KAGvHtZFzPB3JHZ5LVtAx/LyshltUwalsDIUi5A83y4QZ51uzpMcZmjGR9lANWpQNVYvgca64ruto+dRdEB3pB3WLt4L44N44JzdiSy5hGGj3zgapKGQWBGbbbDOca0/MLvQXQn8iM9JlfFtwSCWKWTDs/1CUy++wgGs2mCJgDeTCoBdq5sM71rAVVmjgHYwQHJt3HreAynbuo7t2ZbYT0ZQC7BhkmIR87qwSnko2QmXh0FS2c9wjA+7RY8+D3mekyWkY5W7cFKPid8Aa+wKRxKKHBx5Rw3fXhmOZ8M1MlTr1aECaUWCquN3ZlNxt5c9c8Ltj0PLtllNAAL3BljPs/BG4PgMQ2HyFzAd2oZ4EUmaexrrAlzOdITiTd0aj5G0BVFmldzgh2ygJnLAGvSX+cY/6gj2GuztlEMPNdlL8/5ZsGz5H43HdHbZ0yO0Gv55h8wnl+AhvS1x2xcgWI/c3any4OAZHe7/ZidG7z83QCReiXYmt7ZT0vhCffLXxdTzk59vd/3nztkUtcNTTG0wP7+g5WYdZ5w4csWatiuNU8PZQ8OY44VC37GzzreNvM3p6Gl5thsXcmAUtChG4oLNAggmkLPhYZfs5HzTb1oPwhG/hduKot4A/joUCQnAK5xRl0ozJRGaJSbnqUaiQJKuYxCnqrGGUY0F7zBTxTach6Wc9aGvdkqVALHlpFtQuYVl2FKUgPi+CKEqxkXxKY5yGPRN2WYG6lVZHyJwfABcDGRwBD0SpdRWEmD2Pv0QRzvCQEcY+DXL4oLUoDrGIWCkIfH9peHvoeA8qjhk8cGSEJx0tuT6bhT7YFxbPsLsBq4/Cnjwnh0A9xKK+lIyL48FpsM0dt0Ymz6NTQ2XAJvwQEsMG/tSCTygj3niX8PMNz04zlthneJoZxaCthB08D8PksJfwcJcr/PwR9vF7BqSPb8nqqRXukccp03ZKjXKZxAp9S/KF90nqm4/TIvEl1niWb0snDdKM0FVeWicE573BV0IkqRLXL8/03ucj2U8l+urltYeGQoIjFOWLZyapmpfhdovNJ57gqGxk0pT6sy8s8nj+PycP+XK9+7/3Ph4kkNfsaOsNFDkv6OWK2sg9LlXweKx4e5xwnCrbyQu93GmaKTwEjEQTsN1TGocwGA48rQYXhiUqgrUbbkbD1QMt6UGPYcVaRVXB4yQ4lgI7UBv4w7XhvFp0BgGSGTEXQLTgYVKsveA6OT4u1EOelPxZpAH2rQ9aajyTn+2s2BJKowvIwnNhuXh6ueOtvhk364QT1tZxafQ2IYKlO+oqmKtiVhrmElFCkc0339JGNFwa2gGj9Hc3QffkAUvjjI16686CiSaAdBoZc+DW++i2wvd7NF7lRpcKdu5UfvMwNjW87t89r1RqO1DvoBmblya/ubvjVHVEQGODsI0DzU3RsAo37UPhPfCYV7UoO4D/wJCdK+XgBvj9pWHWCb+cN+85TFMYDD600Un5xRG3o8W/+w0h8i/iY8JhzxDiD1HdVmfo8YF4aZmAeSZEcDwBZYYFLEiB+nW0V0Mp5A27YwjnNxZsSZmSXRiEg7qdd24gO0OpQjK4exhm64A5HB3SJbDv8EqN2HEoExGjDgjBrxdYqZDrM/zxLe+BReLROz3hlA6VXVZW0mCPNCLfg93GaG1EQSLRRDWNMnb3HQAThz/++DpJvev6g79L3eD1/ASpN9TDEdZY2ad1QpkK5rngYSqoSsrRde1UInNFCxrkcaqohaLxNE6bPgW75SWu6nhaOq6r4e1cYMgeeL4J6oC6Er4a5mLBNHAco4u0CiU0l+5YekMz4CnwZRPgWwFOUfJ7mhRPax/Og8gGlaRRBXAXAvP/hq0tSnIuAC91wClJ23Nsnnp6mqxW2/6fHaZ16ThWxeNUcAJbSmUlXt6rMYHjnrlw6ajuyoQHxp2RDuAuw4OzDO19K2VuEYW0oamB3Wd9rOnsDmI7o7VvqdXd8Y/nhklvqKowMKGXvRZvDQCMHV8G5LL1QTTHkChNr7JbNgqgR3Uojm6dglIvxv6lvRm9dM6tN/OEI+glk0Fjn3m6ny+Elwf+Eowhm+HL+7T/XRgcTB2i3/DzpfKPKLVFBKShzQfo4/stWjoc+XWd1X++LkE66BQOKjV8qOh2kgwpp3PDrh5hkHcXwxxRGXZbzOB2Y9Vdmfh6FKhYW+FJ04sN2ZYFbh+h735J1khboqPIBOtMJso0QY7vAqZIZ8fvtf4Thwpe/1D2s877oYKhm5Cb0l9gfCUM+fZHf59GObOctt5gbYH1FdYMrRk+XlY8zAWPp2nE0yKOIo5ZCvHkZIMhIirs/I1YlHwGLCXGQlZA64YOwaGEUZGsOBN8upFqd10NcyHHmZ01slxbcVmpYvdpVdxaoz6GaGCzAQuA1L10MCgkug4e7e5mAHGeI/gfO7bFf4dftDkm2JgEA5sdRnu7Cc2B53WDDB4mYHLqDpfENIXhu8DRx7Mh7GISDlJ6UQCyIjIX45aki3sZm0IW06zmQzva81iIQhllojThC1VJRITXCGBtjqt2/P7SAL3h22PFsQatsChmFaAziaoI+CYgnTzu2ghTDbqdOQtOwkDXIji4oq8dYSLC24tz3tnXfDrNHJfm+HAzlGMZCb7dlf55Y0zc3NR8gweQvQrt/qjpHWqlZ+zGsuoWYvClbsJDCJihzigPbyKs6oNHTJrbsrEmeqOW8bhY3yXBgsWQzId4Sp6bURhI+gPRdcR65OBs5EY82Byjd50gKJ6yXb87cD0D7rA6wc6fADPI+19hA9m2uc7j7KCdyAd4QkFeAG+hMEcD7lozqBmP4h7D+HHH11F7i6ReGt3PqmN2YZmt5EjK9RnXp48MVQ+Kx8cZ3z7OeMxwDfxTBJjZgA4dXMCcMBq/3wwXvcXNE73EpOkAJqE6RHDY0QMPuHUWR3z0rLZjUvBxUkpQAuOhdzM8O/C7M1vTHKYCBRNQt8bk49p8HEd14qLBtgaJ127JTa7L7CbBV8iGiKq93RzM0HzvFEgeJQy8h2d69hDzMcfbQ2V7LAmjCEEtTEKqR+OIhOE8kmwDYgk+6guHjtuH5x47NokUM8rtRgCUoqhusCgpN/hIviG85Txma4arOW5dhh71x2vBw1QxRZXkQ1UcppK2Y2T7ewdaGLhb7zgvkQiuOtgeXjQgE0VVYFbH1RIrx77T03a9YacyAbqa43k1SCHMMrS7NTyyP6PIwCM0Z/Ipvlg0ehXG73OC7L1vVrjQ/oRRxnKlXsVBiQ8nBhzwICUze8yVKDMPI5s9IsWjECONdCb40riJUCYz8CoB8zsShha2GWOYw3yNRgZAduX2ZiOSk5whQqlZWEf77h8p1TsdWUj76QP07TeBlcc15cN+aWNyaJ6b816WCd6jysDaFlVkglsAicKcrzG+ikF+9+YE4GVU9qJsUZIBkO5eh90uaPMJfelokdTRYAoUpf7AYaZ31GPx8nEoSvH8li2sjFA6E2M2dH7pdXYPAXOEd2cOUxolFRZImBlWp1ecnhW9ZQyDdVnJ2mA4zeKSWxiZqzmkM9EllUIp6obiHclUuJtKHpPe+9CMBqIXhxaYEsLoMQcLsntFdvEIRgGwbR5Or3Y1x4fFg44WyzHK1rL8t7hjgQT+R9iAuG3qKW/nnLbBw51MKIJe+wZJjA1DQZcbAALD7cakLsXxcWe60rAD7JH4oa+4LB3fX5Vl9KE1fZoqjrVjqhv9USUw5LjH9JZJ3ZsCCnONOQAJjjY97mI97t39vJbA17cWrhuOfesCAbnzc6FxVAF39SBz/zHv685oIgtwompTFOTp+P3HPQxazBXZrThBKKE4kNu2RLEGlEYOcGBdmNCbZgwKmCglMVO7oq8hk8nUpUiJeg3mPUYGGHk+jqTRwWzHXd68/9xyGcEaDWfROFWDn59gz594bQ9vIFLQlxtqrdD1ylJrKVHGHc7LH5HZZPJPto3F2MUoN5LNctAmiX/5OP/S46sY5P/tf/kf8b/+h/8dn56veHq+4Olyw/P5hufbitt1wXlZcb2uuHXD0hxLo5i4lYpyUjxULhqBoAadhTxVJspUN+OaOzogIzk0+n/Fjrv5WxukkFOiBk5M6hZlsbPeP39Og7QY1etq4FNp8ByA7Wk38VxTX7gZBRm5ZxRUiRJg69hSkLvPxnF3h4K7QY33wIT0rSKOWlgd564wN2RXj/Q281DpBbUOfLz20HEo1KQJ0LjGtfYMOSNWVw0SiPvwlJNvbOG5sfCcRoBeuY+KvG2wgQCMlZsVgtmUSTqQBofds9r+T82Q5EBfl47bKni+Gd4eCr59AJorpq7Da8V4dglH0U7UmEvZAivEKjGr4FgEZwHzEetGKZTd+acHLMg5GTopgeGfYpM/eFC2shQ+vG4Zsd5Law8an0gm8d7T00SJPngJU4DvpSfbd+XVgOgEP03wYExkeB67A8N2qlsBAW9kAssH+0AgMo3En4fx2gSFnMcKLxmxLuhZRgIuYBJHDyLRFgHtL33AXeaQ8I7cDLZcydYwgyw32vhlgZ8/wZcr9PRmQCHIaHIH7W3/jzHglUL1OJ+gUdVI2dLoXhK86XJ4xNcYX8Ugv3/7gP/pf/jvvsZXAcDALBkeR5gdoXrrfWT1t3+5+M1ycRB3zMkBbN5ZHruZMRloGPKcHsdiEwUfPOYaZbl7xbilGbnABUiVOb3zLv70GHBgQhOyGewsdOEbgZdR8hYSeqizUbj/4GRyZEaExsbHRC+SVVGZuNuF5L6Jt+/xi4QOKHEQ35wwRBTKFBAG0aDlFQH68Jz4GfftsyW46Nmtw2PTIB/b0I3pyZE/FaF6mWy+aR4ZiMhrt3hFBLUABxNcsx3YC4c0Py9IZkhAPmPhU8B+kojKfvhJ/sBRd5BU3s9sJgmEld7v+vefJcuhAhLhufUQ14lJMyJxalJYsm0ynPcw+qmpXCt8MogE9SzzExoedeoYD4GfmJNZCCI08kULHCGNUCukzFEdONFQ1onvr5XFVnUK4xgecPwsw6j+fIbsjc6ffLOI/1Pe/zp+3GEvRLP3kAAdWM+IjwYLDuuhSb2DEBBGN3FTGnSMNZ69BVrq4PrGgU6PMxxmkB0SXZ+AUUxifaOk5edGUQi2Yo1mbCy7WggU9T37gseCsxQbkh5Ver40gKeJsIXItlmmsQw3Ne4YjeihCg6q3BSB0CZhVaFHHmHpttHgxjEl3h8wWtg5ClPxbdQv4eY4NsG46i34+SHDEq2Qxkaxffl+uxPdrieH/gyN1X/OI6KzP4l7fBUP+XX8OON10b2O1/HzGq8r+nW8jtfxOn4i49Ugv47X8Tpex09kvBrk1/E6Xsfr+ImMV4P8Ol7H63gdP5HxT03q/Z2I/Fc/ypm8jtfxOl7Hz3f83Z/zpn8S7e11vI7X8Tpex483XiGL1/E6Xsfr+ImMV4P8Ol7H63gdP5HxapBfx+t4Ha/jJzJeDfLreB2v43X8RMarQX4dr+N1vI6fyHg1yK/jdbyO1/ETGa8G+XW8jtfxOn4i49Ugv47X8Tpex09kvBrk1/E6Xsfr+ImM/x8tF7HEDQU6SwAAAABJRU5ErkJggg==\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "def main():\n", " # get the file name\n", " path_to_file=get_file()\n", " # read in the data and make the mesh\n", " # make the map\n", " fig=make_topo_map(path_to_file)\n", " # make the window\n", " window_maker(fig,title=path_to_file)\n", "\n", "\n", " \n", "# make it so\n", "\n", "main()\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "So that worked! Now I promised to show you how to make a command line script. " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Make a command line version\n", "\n", "To make a command line version, we just put all the pieces into a new notebook (**GUI_standalone.ipynb**). There are a few additional tricks to this. First, it is wise to delete whatever you saved before, so the first cell of the new notebook should be something like this: \n" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [], "source": [ "!rm ./GUI_command_line.py" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Then to copy all the relevent code blocks into the next cell. You will need these functions: \n", "- get_file\n", "- make_topo_map\n", "- draw_figure\n", "- window_maker\n", "- main\n", "\n", "and then a call to main() at the end. \n", "\n", "To actually write the cell to a file, you need to put this \"Jupyter notebook magic command\" in it too: \n", "\n", "%%writefile PATH_TO_YOUR_SCRIPT_NAME\n", "\n", "I used ./GUI_command_line.py in the notebook file GUI_command_line.ipynb." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Finally, you need to make the file executable (at least on in MacOS), so the final line of code in the command line script maker should be: " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "After you run all the cells in the GUI_command_line_maker.ipynb, open a command line window and type: ./GUI_command_line.py This should work just like in this notebook! \n", "\n", "Or you can just run it from the notebook. \n", "\n" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "objc[54687]: Class FIFinderSyncExtensionHost is implemented in both /System/Library/PrivateFrameworks/FinderKit.framework/Versions/A/FinderKit (0x7fffa7468c90) and /System/Library/PrivateFrameworks/FileProvider.framework/OverrideBundles/FinderSyncCollaborationFileProviderOverride.bundle/Contents/MacOS/FinderSyncCollaborationFileProviderOverride (0x114ccbcd8). One of the two will be used. Which one is undefined.\r\n" ] } ], "source": [ "!./GUI_command_line.py" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Adding whistles and bells\n", "\n", "Some more things you might want to add: \n", "- A way to save the plots that you make\n", "- More complicated maps with things like lat/lon tick marks.\n", "- Different projections\n", "\n", "Anyway, you can do 80% of what the more sophisticated GUI environments can do and WAY faster and easier. Have fun with GUIs. " ] } ], "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": "3.6.7" } }, "nbformat": 4, "nbformat_minor": 1 }