From 3e2a0416ccd605e0dd6682289fc07b694e12557a Mon Sep 17 00:00:00 2001
From: turtlebasket <turtlebasket@gmail.com>
Date: Tue, 13 Jul 2021 23:25:37 -0700
Subject: [PATCH] Initial Commit

---
 .gitignore     | 141 ++++++++++++
 app.py         |  14 ++
 app.ui         | 586 +++++++++++++++++++++++++++++++++++++++++++++++++
 assets/eq1.png | Bin 0 -> 21817 bytes
 assets/eq2.png | Bin 0 -> 20157 bytes
 build.cmd      |  13 ++
 crds_calc.py   | 112 ++++++++++
 memdb.py       |  10 +
 widgets.py     | 243 ++++++++++++++++++++
 9 files changed, 1119 insertions(+)
 create mode 100644 .gitignore
 create mode 100644 app.py
 create mode 100644 app.ui
 create mode 100644 assets/eq1.png
 create mode 100644 assets/eq2.png
 create mode 100644 build.cmd
 create mode 100644 crds_calc.py
 create mode 100644 memdb.py
 create mode 100644 widgets.py

diff --git a/.gitignore b/.gitignore
new file mode 100644
index 0000000..c53e277
--- /dev/null
+++ b/.gitignore
@@ -0,0 +1,141 @@
+# Byte-compiled / optimized / DLL files
+__pycache__/
+*.py[cod]
+*$py.class
+
+# C extensions
+*.so
+
+# Distribution / packaging
+.Python
+build/
+develop-eggs/
+dist/
+downloads/
+eggs/
+.eggs/
+lib/
+lib64/
+parts/
+sdist/
+var/
+wheels/
+share/python-wheels/
+*.egg-info/
+.installed.cfg
+*.egg
+MANIFEST
+
+# PyInstaller
+#  Usually these files are written by a python script from a template
+#  before PyInstaller builds the exe, so as to inject date/other infos into it.
+*.manifest
+*.spec
+
+# Installer logs
+pip-log.txt
+pip-delete-this-directory.txt
+
+# Unit test / coverage reports
+htmlcov/
+.tox/
+.nox/
+.coverage
+.coverage.*
+.cache
+nosetests.xml
+coverage.xml
+*.cover
+*.py,cover
+.hypothesis/
+.pytest_cache/
+cover/
+
+# Translations
+*.mo
+*.pot
+
+# Django stuff:
+*.log
+local_settings.py
+db.sqlite3
+db.sqlite3-journal
+
+# Flask stuff:
+instance/
+.webassets-cache
+
+# Scrapy stuff:
+.scrapy
+
+# Sphinx documentation
+docs/_build/
+
+# PyBuilder
+.pybuilder/
+target/
+
+# Jupyter Notebook
+.ipynb_checkpoints
+
+# IPython
+profile_default/
+ipython_config.py
+
+# pyenv
+#   For a library or package, you might want to ignore these files since the code is
+#   intended to run in multiple environments; otherwise, check them in:
+# .python-version
+
+# pipenv
+#   According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
+#   However, in case of collaboration, if having platform-specific dependencies or dependencies
+#   having no cross-platform support, pipenv may install dependencies that don't work, or not
+#   install all needed dependencies.
+#Pipfile.lock
+
+# PEP 582; used by e.g. github.com/David-OConnor/pyflow
+__pypackages__/
+
+# Celery stuff
+celerybeat-schedule
+celerybeat.pid
+
+# SageMath parsed files
+*.sage.py
+
+# Environments
+.env
+.venv
+env/
+venv/
+ENV/
+env.bak/
+venv.bak/
+
+# Spyder project settings
+.spyderproject
+.spyproject
+
+# Rope project settings
+.ropeproject
+
+# mkdocs documentation
+/site
+
+# mypy
+.mypy_cache/
+.dmypy.json
+dmypy.json
+
+# Pyre type checker
+.pyre/
+
+# pytype static type analyzer
+.pytype/
+
+# Cython debug symbols
+cython_debug/
+
+# Local stuff to exclude
+.vscode/
diff --git a/app.py b/app.py
new file mode 100644
index 0000000..f470645
--- /dev/null
+++ b/app.py
@@ -0,0 +1,14 @@
+import sys
+from PyQt5 import QtGui, QtWidgets, uic
+from memdb import mem
+
+class AppWindow(QtWidgets.QMainWindow):
+    def __init__(self):
+        super(AppWindow, self).__init__()
+        uic.loadUi('app.ui', self)
+        self.show()
+
+if __name__ == '__main__':
+    app = QtWidgets.QApplication(sys.argv)
+    window = AppWindow()
+    sys.exit(app.exec_())
\ No newline at end of file
diff --git a/app.ui b/app.ui
new file mode 100644
index 0000000..3adf916
--- /dev/null
+++ b/app.ui
@@ -0,0 +1,586 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<ui version="4.0">
+ <class>MainWindow</class>
+ <widget class="QMainWindow" name="MainWindow">
+  <property name="geometry">
+   <rect>
+    <x>0</x>
+    <y>0</y>
+    <width>1091</width>
+    <height>580</height>
+   </rect>
+  </property>
+  <property name="windowTitle">
+   <string>CRDS Time Analyzer</string>
+  </property>
+  <property name="styleSheet">
+   <string notr="true">QGroupBox: {font-style: bold; font-size: 8px }</string>
+  </property>
+  <widget class="QWidget" name="centralwidget">
+   <widget class="graph_tab" name="tabWidget">
+    <property name="geometry">
+     <rect>
+      <x>260</x>
+      <y>0</y>
+      <width>821</width>
+      <height>561</height>
+     </rect>
+    </property>
+    <property name="font">
+     <font>
+      <pointsize>8</pointsize>
+     </font>
+    </property>
+    <property name="currentIndex">
+     <number>0</number>
+    </property>
+    <widget class="QWidget" name="raw_data">
+     <attribute name="title">
+      <string>Raw Data</string>
+     </attribute>
+     <widget class="rawdata_graph" name="widget" native="true">
+      <property name="geometry">
+       <rect>
+        <x>-1</x>
+        <y>-1</y>
+        <width>811</width>
+        <height>531</height>
+       </rect>
+      </property>
+     </widget>
+    </widget>
+    <widget class="QWidget" name="groups">
+     <attribute name="title">
+      <string>Groups</string>
+     </attribute>
+     <widget class="peaks_graph" name="widget_2" native="true">
+      <property name="geometry">
+       <rect>
+        <x>0</x>
+        <y>0</y>
+        <width>651</width>
+        <height>531</height>
+       </rect>
+      </property>
+     </widget>
+    </widget>
+    <widget class="QWidget" name="time_constant">
+     <attribute name="title">
+      <string>Time Constant</string>
+     </attribute>
+     <widget class="timeconstant_graph" name="widget_3" native="true">
+      <property name="geometry">
+       <rect>
+        <x>0</x>
+        <y>0</y>
+        <width>651</width>
+        <height>531</height>
+       </rect>
+      </property>
+     </widget>
+    </widget>
+   </widget>
+   <widget class="QGroupBox" name="groupBox">
+    <property name="geometry">
+     <rect>
+      <x>10</x>
+      <y>70</y>
+      <width>241</width>
+      <height>141</height>
+     </rect>
+    </property>
+    <property name="font">
+     <font>
+      <pointsize>8</pointsize>
+      <weight>75</weight>
+      <bold>true</bold>
+     </font>
+    </property>
+    <property name="title">
+     <string>Grouping Config</string>
+    </property>
+    <widget class="config_area" name="stackedWidget">
+     <property name="geometry">
+      <rect>
+       <x>10</x>
+       <y>20</y>
+       <width>221</width>
+       <height>111</height>
+      </rect>
+     </property>
+     <property name="currentIndex">
+      <number>0</number>
+     </property>
+     <widget class="QWidget" name="page">
+      <widget class="QWidget" name="formLayoutWidget_4">
+       <property name="geometry">
+        <rect>
+         <x>0</x>
+         <y>0</y>
+         <width>221</width>
+         <height>71</height>
+        </rect>
+       </property>
+       <layout class="QFormLayout" name="formLayout_4">
+        <item row="0" column="0">
+         <widget class="QLabel" name="label">
+          <property name="text">
+           <string>Minimum voltage out</string>
+          </property>
+         </widget>
+        </item>
+        <item row="0" column="1">
+         <widget class="spin_min_voltage" name="doubleSpinBox_5">
+          <property name="decimals">
+           <number>6</number>
+          </property>
+          <property name="value">
+           <double>0.001000000000000</double>
+          </property>
+         </widget>
+        </item>
+       </layout>
+      </widget>
+     </widget>
+     <widget class="QWidget" name="page_2">
+      <widget class="QWidget" name="formLayoutWidget">
+       <property name="geometry">
+        <rect>
+         <x>0</x>
+         <y>0</y>
+         <width>221</width>
+         <height>101</height>
+        </rect>
+       </property>
+       <layout class="QFormLayout" name="formLayout">
+        <item row="0" column="0">
+         <widget class="QLabel" name="label_2">
+          <property name="text">
+           <string>Estimated pass time</string>
+          </property>
+         </widget>
+        </item>
+        <item row="0" column="1">
+         <widget class="spin_group_len" name="spin_group_len">
+          <property name="decimals">
+           <number>6</number>
+          </property>
+          <property name="value">
+           <double>0.000600000000000</double>
+          </property>
+         </widget>
+        </item>
+        <item row="1" column="0">
+         <widget class="QLabel" name="label_4">
+          <property name="text">
+           <string>Min peak height</string>
+          </property>
+         </widget>
+        </item>
+        <item row="1" column="1">
+         <widget class="spin_min_peakheight" name="spin_min_peakheight">
+          <property name="decimals">
+           <number>6</number>
+          </property>
+          <property name="value">
+           <double>0.000400000000000</double>
+          </property>
+         </widget>
+        </item>
+        <item row="2" column="0">
+         <widget class="QLabel" name="label_6">
+          <property name="text">
+           <string>Min peak prominence</string>
+          </property>
+         </widget>
+        </item>
+        <item row="2" column="1">
+         <widget class="spin_min_peakprominence" name="spin_min_peakprominence">
+          <property name="decimals">
+           <number>6</number>
+          </property>
+          <property name="value">
+           <double>0.001200000000000</double>
+          </property>
+         </widget>
+        </item>
+        <item row="3" column="0">
+         <widget class="QLabel" name="label_5">
+          <property name="text">
+           <string>Moving average size</string>
+          </property>
+         </widget>
+        </item>
+        <item row="3" column="1">
+         <widget class="spin_moving_average_denom" name="spin_moving_average_denom">
+          <property name="value">
+           <number>20</number>
+          </property>
+         </widget>
+        </item>
+       </layout>
+      </widget>
+     </widget>
+    </widget>
+   </widget>
+   <widget class="correlate_button" name="compute_button">
+    <property name="geometry">
+     <rect>
+      <x>60</x>
+      <y>220</y>
+      <width>151</width>
+      <height>28</height>
+     </rect>
+    </property>
+    <property name="font">
+     <font>
+      <pointsize>-1</pointsize>
+     </font>
+    </property>
+    <property name="styleSheet">
+     <string notr="true">* {font-size: 13px}</string>
+    </property>
+    <property name="text">
+     <string>Correlate</string>
+    </property>
+   </widget>
+   <widget class="QGroupBox" name="groupBox_2">
+    <property name="geometry">
+     <rect>
+      <x>10</x>
+      <y>320</y>
+      <width>241</width>
+      <height>171</height>
+     </rect>
+    </property>
+    <property name="font">
+     <font>
+      <pointsize>8</pointsize>
+      <weight>75</weight>
+      <bold>true</bold>
+     </font>
+    </property>
+    <property name="title">
+     <string>Initial Fit Config</string>
+    </property>
+    <widget class="QWidget" name="formLayoutWidget_3">
+     <property name="geometry">
+      <rect>
+       <x>10</x>
+       <y>80</y>
+       <width>221</width>
+       <height>89</height>
+      </rect>
+     </property>
+     <layout class="QFormLayout" name="formLayout_3">
+      <item row="2" column="0">
+       <widget class="QLabel" name="label_14">
+        <property name="text">
+         <string>τ value</string>
+        </property>
+       </widget>
+      </item>
+      <item row="2" column="1">
+       <widget class="QDoubleSpinBox" name="doubleSpinBox_2">
+        <property name="decimals">
+         <number>6</number>
+        </property>
+       </widget>
+      </item>
+      <item row="3" column="0">
+       <widget class="QLabel" name="label_13">
+        <property name="text">
+         <string>y0 value</string>
+        </property>
+       </widget>
+      </item>
+      <item row="3" column="1">
+       <widget class="QDoubleSpinBox" name="doubleSpinBox">
+        <property name="decimals">
+         <number>6</number>
+        </property>
+       </widget>
+      </item>
+      <item row="1" column="0">
+       <widget class="QLabel" name="label_15">
+        <property name="text">
+         <string>a value</string>
+        </property>
+       </widget>
+      </item>
+      <item row="1" column="1">
+       <widget class="QDoubleSpinBox" name="doubleSpinBox_3">
+        <property name="decimals">
+         <number>6</number>
+        </property>
+       </widget>
+      </item>
+     </layout>
+    </widget>
+    <widget class="equation_view" name="graphicsView">
+     <property name="geometry">
+      <rect>
+       <x>10</x>
+       <y>20</y>
+       <width>221</width>
+       <height>51</height>
+      </rect>
+     </property>
+    </widget>
+   </widget>
+   <widget class="fit_button" name="compute_button_2">
+    <property name="geometry">
+     <rect>
+      <x>60</x>
+      <y>500</y>
+      <width>151</width>
+      <height>28</height>
+     </rect>
+    </property>
+    <property name="font">
+     <font>
+      <pointsize>-1</pointsize>
+     </font>
+    </property>
+    <property name="styleSheet">
+     <string notr="true">* {font-size: 13px}</string>
+    </property>
+    <property name="text">
+     <string>Fit</string>
+    </property>
+   </widget>
+   <widget class="QGroupBox" name="groupBox_3">
+    <property name="geometry">
+     <rect>
+      <x>10</x>
+      <y>10</y>
+      <width>241</width>
+      <height>51</height>
+     </rect>
+    </property>
+    <property name="font">
+     <font>
+      <pointsize>8</pointsize>
+      <weight>75</weight>
+      <bold>true</bold>
+     </font>
+    </property>
+    <property name="title">
+     <string>Grouping Algorithm</string>
+    </property>
+    <widget class="combo_grouping_algo" name="comboBox">
+     <property name="geometry">
+      <rect>
+       <x>10</x>
+       <y>20</y>
+       <width>221</width>
+       <height>21</height>
+      </rect>
+     </property>
+     <item>
+      <property name="text">
+       <string>VThreshold (V column required)</string>
+      </property>
+     </item>
+     <item>
+      <property name="text">
+       <string>SpacedGroups</string>
+      </property>
+     </item>
+    </widget>
+   </widget>
+   <widget class="QGroupBox" name="groupBox_4">
+    <property name="geometry">
+     <rect>
+      <x>10</x>
+      <y>260</y>
+      <width>241</width>
+      <height>51</height>
+     </rect>
+    </property>
+    <property name="font">
+     <font>
+      <pointsize>8</pointsize>
+      <weight>75</weight>
+      <bold>true</bold>
+     </font>
+    </property>
+    <property name="title">
+     <string>Peak Isolation Config</string>
+    </property>
+    <property name="checkable">
+     <bool>false</bool>
+    </property>
+    <widget class="QWidget" name="formLayoutWidget_2">
+     <property name="geometry">
+      <rect>
+       <x>9</x>
+       <y>20</y>
+       <width>221</width>
+       <height>25</height>
+      </rect>
+     </property>
+     <layout class="QFormLayout" name="formLayout_2">
+      <item row="0" column="0">
+       <widget class="QLabel" name="label_7">
+        <property name="text">
+         <string>Individual Peak Range</string>
+        </property>
+       </widget>
+      </item>
+      <item row="0" column="1">
+       <widget class="QDoubleSpinBox" name="doubleSpinBox_4">
+        <property name="decimals">
+         <number>6</number>
+        </property>
+       </widget>
+      </item>
+     </layout>
+    </widget>
+   </widget>
+  </widget>
+  <widget class="QMenuBar" name="menubar">
+   <property name="geometry">
+    <rect>
+     <x>0</x>
+     <y>0</y>
+     <width>1091</width>
+     <height>21</height>
+    </rect>
+   </property>
+   <widget class="file_menu" name="menuFile">
+    <property name="title">
+     <string>File</string>
+    </property>
+   </widget>
+   <widget class="help_menu" name="menuhelp">
+    <property name="title">
+     <string>Help</string>
+    </property>
+   </widget>
+   <addaction name="menuFile"/>
+   <addaction name="menuhelp"/>
+  </widget>
+  <widget class="QStatusBar" name="statusbar"/>
+  <action name="actionOpen_CSV">
+   <property name="text">
+    <string>Open CSV File</string>
+   </property>
+   <property name="shortcut">
+    <string>Ctrl+O</string>
+   </property>
+  </action>
+  <action name="actionQuit">
+   <property name="text">
+    <string>Quit</string>
+   </property>
+  </action>
+  <action name="actionExport">
+   <property name="text">
+    <string>Export</string>
+   </property>
+   <property name="shortcut">
+    <string>Ctrl+E</string>
+   </property>
+  </action>
+  <action name="actionGithub_repository">
+   <property name="text">
+    <string>GitHub Repo</string>
+   </property>
+  </action>
+  <action name="actionOpen_LabView_Binary">
+   <property name="text">
+    <string>Open LabView File</string>
+   </property>
+  </action>
+ </widget>
+ <customwidgets>
+  <customwidget>
+   <class>spin_group_len</class>
+   <extends>QDoubleSpinBox</extends>
+   <header>widgets</header>
+  </customwidget>
+  <customwidget>
+   <class>spin_min_peakheight</class>
+   <extends>QDoubleSpinBox</extends>
+   <header>widgets</header>
+  </customwidget>
+  <customwidget>
+   <class>spin_min_peakprominence</class>
+   <extends>QDoubleSpinBox</extends>
+   <header>widgets</header>
+  </customwidget>
+  <customwidget>
+   <class>spin_moving_average_denom</class>
+   <extends>QSpinBox</extends>
+   <header>widgets</header>
+  </customwidget>
+  <customwidget>
+   <class>correlate_button</class>
+   <extends>QPushButton</extends>
+   <header>widgets</header>
+  </customwidget>
+  <customwidget>
+   <class>equation_view</class>
+   <extends>QGraphicsView</extends>
+   <header>widgets</header>
+  </customwidget>
+  <customwidget>
+   <class>fit_button</class>
+   <extends>QPushButton</extends>
+   <header>widgets</header>
+  </customwidget>
+  <customwidget>
+   <class>rawdata_graph</class>
+   <extends>QWidget</extends>
+   <header>widgets</header>
+   <container>1</container>
+  </customwidget>
+  <customwidget>
+   <class>peaks_graph</class>
+   <extends>QWidget</extends>
+   <header>widgets</header>
+   <container>1</container>
+  </customwidget>
+  <customwidget>
+   <class>timeconstant_graph</class>
+   <extends>QWidget</extends>
+   <header>widgets</header>
+   <container>1</container>
+  </customwidget>
+  <customwidget>
+   <class>combo_grouping_algo</class>
+   <extends>QComboBox</extends>
+   <header>widgets</header>
+  </customwidget>
+  <customwidget>
+   <class>file_menu</class>
+   <extends>QMenu</extends>
+   <header>widgets</header>
+  </customwidget>
+  <customwidget>
+   <class>help_menu</class>
+   <extends>QMenu</extends>
+   <header>widgets</header>
+  </customwidget>
+  <customwidget>
+   <class>graph_tab</class>
+   <extends>QTabWidget</extends>
+   <header>widgets</header>
+   <container>1</container>
+  </customwidget>
+  <customwidget>
+   <class>config_area</class>
+   <extends>QStackedWidget</extends>
+   <header>widgets</header>
+   <container>1</container>
+  </customwidget>
+  <customwidget>
+   <class>spin_min_voltage</class>
+   <extends>QDoubleSpinBox</extends>
+   <header>widgets</header>
+  </customwidget>
+ </customwidgets>
+ <resources/>
+ <connections/>
+</ui>
diff --git a/assets/eq1.png b/assets/eq1.png
new file mode 100644
index 0000000000000000000000000000000000000000..634bd3365d61076676d57b77c86141d284e305df
GIT binary patch
literal 21817
zcmc$`bx<7L7X=sv5(0!IxCKZc5G2Up5<IxOI}Gj)!QI^h1a}#1aF^gS$l&ho5MY}x
zzunq@x3;!+swn8`>FL++-FM}ja|xD_5<z>7|N6<3CupKS1m&JQc^2{H$y0U|B;Xxl
zs;mm&*Hb$=5&kD-!-U(w!3$$PNxmmfDkD+<>b?YyUs?Z9wR`dez4P(sX|Gj*!ILKn
z!=i$G3eH;l^T^H$iZ@6{7~>zKh~-4dzw;kb`;ax`R9@CPYC26hl<sP4PR+yNnp0Y`
zmA~{7$wJOjM%CY;Jmvq`j3alwcxj#UGkI-6l(GL$6K^KhH&&E>gN=pDjMMZ(d$vMM
zGT@a>VGr~A{P-96gD*KI@WSg@`XLCs0=}`m0}i7}-$Xnf8le3DewsZumQuP1gE68#
zIw&Y84gHzEqGG&)^3)Ga&2-PWlyN?{6<kPgP*5KgA$trR0gFY9V)4`uL&JCuY|JrD
z;c!B#_mpAsk^PKFBEa+7zQ*f~=#S*3O+0MTrhz&hMyI6UJ8*sbCestqAal@i>i7x+
z<2?=zjzgMfs5~5)g0&B|R*P9LdovAFFU&kl{O0B~M8%|{eN9b`3G)~AtUm$Y8W{L$
za_CiXOiYzFuWepqqgr7}$(mj=#eb6-Eg*nP^YyE|Jp84<|IHXv0~9L$v$fTJug?UA
z%ftD2i_xOuV#ARIkC;sD(WTcr=tLYriHV74TbSf!Wo0+A;D4*Y&itac`8MWv{ck~D
zTMB7u=~r)1-fC-WN3gMYkDvpq#?DOREGi|H@D8<oY;jS#qk|t0A8m>0aUs#s!doiA
z2s!IF=&xf63Vz&Sf&%`VP(o~B0&y|1&zzi_i2;ko0@h&>A>$;n`nZITbE=Dlg)?}-
z?Y1sRUh3HBfEw2qbZ|ose)FGIu$RQFyqigl`vii+Z=#v5o!!J`WTMn?1tj(V&5EL&
z8g(JE9PI(h`*-ii=AS+99vYJ5<qy~WciO*a(KHZUT+*V{b4_A8mE+^L?_PqE|2yet
zw5Wn>_lbLcB}o5Ji~BPdjl%!!WIQYooun2QpOle|->1=Gf<#vS-+)OC4ULPJrr$E(
z_AJ2o+WE$F#c}SwfO0!U#my#wCkjH~bzw7~(9zOPM5@&4u2Ni|>{`LfjXN`7xE4*9
z8JvcFOMELk<444BA`Zv5+9V{$M@LJ;jQIaqPZh!XI#!iOFFHK6lFIGkAl9!-u>a4W
z@yNde-MKk0Uc4A^*$j)?+WG>~b`W@rJA%g`kxfQUdyi-QZ+kiF-vxwMEmiwhxt`<S
z1sTFYa5+UqS_rn10y$SB6l&JmDAtQkbe3bhQ{vyP%9Ph1pQug2z%X_ryV=d43|Lwf
z!7avbF+`StoQB-^nut*MtI#Y=u-PswlZuws;^?6l8F6jD0~19}q`P@opZhl{mLEQR
z_+ctqcwgY)ur<oZ#mzam#P__rcS?kJXO2x#60i@)=b@S`R#I_If4T1ZlB2-i2I{>Y
zp7!?-#qS{1;_uBhRQm<^0UpB1#sR_=Q=p`U{Gu=O!8!Bl`nvGr_TK-j<>O>reEgui
zG%q<Xoi?42Q1^|oCl(Rb=R|GCU=6o(#c{}2_2Z=WLh$2G{6b88Ag7>VP-z&MsH_~k
zJ1;&rhi};~kihWhf}%Uy=otE`ZgVRt`c^t{Nl2`=7t71B3Fptq4gUEo_AoFl8^!0(
z;<Cq9`2|m#aiK3A<sqTwTNcEb439U!1?;klo?UgHZX)XE6E9$6>zmZP%LM&*4h{!Z
zS!u_7z+ojM^!4@mL`^N{C1~{T)&gxII|Bn^?5@lL)YR0#YVcck6@jbJ|5^Quy%Qfz
zLux67|2)u{#C+pRF#|!TJIv(n|9mL=Q&hc+y?IKwVyndsnkLjfy6xwa<MVTPWR&WE
zUUluQ%v6DozGP=R0~_0qXV0I{1mxrW&wS$&62!pZA{dN$u9bn2QO?JwaXYdP|Np#h
zHOcjxB<QIX%0*sJ5V>mPe_MD@OG_(*P?VQiQBe`>;2_}I-6Q6#Qg9zs(*ECo9O;?9
zijR+@gK+UV?YDki<fEg%n)Ey$kBkBRyX%3Wp<%HS7n+TYO?1Vm%<&|DPH}OuXWajF
zJtd{`_(bGR<gi}_E&;(;O{gRAFp&RUjP(IqOi3x>eoMlnb)wv=$=S^=rLp1P$udI&
z!r0YbrgcHXTws%1T9&C<?|tQ2Sh&Hg!v1eMXCUO;+cD|s^Ghtg1y+0GxuJsghji(j
zPLq)_|GPt3E(td^dqcxb4wH*>y|}eZR7&1PN7BYWF9UVFI>PK97@j0ae}$^&dcJ2$
z&76&6U}~C-2+pgj8rReQVchj^9`;Ry1J*V+wj+nv_V;N$Zo5(unXbFF`zOo2nSIbh
zkB<bblm#C}^Z&VR&7#uM_#6?YPrR*ddiAF}JD+WAn$g19^ol!RzR2sL<t+&#*q)@?
zo_FC*m-p^eU%yU0y!dB8nnh)0(ZAOWsHmyI)*KD`y%8&`tF*vA4)7t*%T+GX$Q35U
zAmX5Lak<W~{RX?w`JeZqgToXCTYei*(NT>>ru9!u$OG2#scli)zpv+`pV8*pz)7aE
zn3Q7#2R828kDHNP%3O2vaQ%Nlh||At{dr*_m{eTgEj~0ba5oZPSwrI!r{iAKTHFUJ
z+OM1tNnMqKFz6N;;L}DQKKyU2{NXv^zaH8AKuq!C^?HSdHbw$EIEuDUei(a3HMNU}
z$+5b+`rCL!rS_N|?cbVxRv?~)!3O#p1I*qE@cVqC;8622n7MzBtYD!(aDOMKDW4O8
zM$9Hd5kZo#r0)dy93t|6;aA49rR5zV;cs5Bimq<7`CQybUbFVfk`f8ps^IW_(#;G`
z{+qMlsfQ2n|HTl$F@Ev$V3Z&%EUcKQq%U8UOJjcjHUL!xS-k4i_@*ZOhNP#tl%Vb3
z0vGyTWTvJT+gDWRHC7dgNhzd_lH3)Q9VnPc%y@n0xjNEUt@F%z9fOimV4B9J+jJJZ
zX`(Oi&s6Ce8XJE^CgE-)azg=Ag)72svrp>UD{D#=&cT0MDIX|iYY(G#cEC0cHnJ0l
zNS-qsz$013?z^R7Wnw+LX7O|mhXlNdd@&Uj6<<`9ifKbT{%kc5wC?WiD)2eJ%duB^
z-|2&kENw`8A3481FD=c&L*SygyGB|{Szdqx+l)-H1MofBjzG|t5)&6+_bP9q5Kp9w
z)$fhm&18QG?ddu{pxsP&i`W?qx(_QXL^jlxivh1bKR7sGG~arg46<vKNM@F8YHDIb
zOr!jZSZ2GER#Au8v<V=yNl_!ENxWGMy-!v5&-tqF?N9<eJw3-Md8FtvxW(Zh$9=?6
z9P3@kKc}*ALBzS9df1ZKEuJ8zYMQKuE6*#WiLs1H9tk*Zz@EuB-;mI;F53H^?Y|$9
z754p~JJ9tO*OiSX<VvDIZT&08Vu_$pRh<E=ceti=xcm^jM8N}rfB#7a$#-;icFhio
zm*!FYFV`T|p~er@j4&dMZEE5I5-5dIr=5m+`wx$a4hl-tQH2bAwK7WxWPtad5dtae
zD-U40$Qb?p8*tE@f0+Z>zx532d;8x6{C|A<cc*Chz1!oeVNc{ZY2P{7H~Lb!oiEOi
zMEt)^q@yQ_ipmoH`aJ6&9v<VV%Kd)p(H;E$#yB`=%Y2SKASg`^$bk2z8^pCd&mBZ(
zTD8GuW`^G%?iuZFn3EYiith7+g0}2|$gvie@X#cO?S7N|$$W-7H#gTuJ}a`W?hQV(
z3|*^zSy;14*kj7@Fd-=TBCUvmEMHzhgND;-KSnb3{cn|9ZebEkLe$U@gOP>ilhY7I
z+w3a2$ImJ}MxQh(8`;XW^>uMm)nv~#Wy4&<7$8D{!QeCU|9t|;x&D7yng7RDK_H{7
zOi4-oHMgKZ<t_slc90-P8f>f8N$m6I&$eeK0lx{^KC;iS%h{~>!6qlgBqhTY6qQ4b
zH;2cw1dtzN=P=^%?(Xgr2ep`9c23vqtU8CI!39MX>-M(DdU)MJbR>>@5y`dUrd0YT
zIy$KZ_d7!%gCC82HzTa52>F1GCAM)a(LdZDoi?XIMMpPTCYoO+o>1S=C}u1zeSCf#
zeK6k%*;V*`b#q;~DoEQ;<x4J%85$C@b`(u+d$dG4Q*D*`$#RBTq^37F*N~bmV@T2M
z)WyXiesoj@Z?rY@&EBFm89DhU8X5(%MknRWI^?T`uV25yFI6?=X|wOnI2}%+=rkLH
z0s{j9+aV<IC5Ir_PsS-L{E(6=Tie_eS5-}p1Cz|C&cvi7<Y~r^!_7df^vW;AUWkY%
znmai;9ba6;{IZ<?ROV#0U9Oqm0ojdhZEbx_9IdUR<~8yQJnV{=f~>HtT6}z-%`{p-
z|2%Bz&or3TDVSJkRDT=C&7B{U#ATH#Ydm4x#>OppSs?{BsN&|=0m>(3@{(j#)tD4l
znUET&3SqBku1F;At5@g=Wtz~C)YR0AJBQH+X|mqVr5_eAmoZom<Kq?O<kYgYLW`Bk
zqXA1^8(r?)$!p2gNhnbsQAuWWiIE`Wl>%xSg`5~d|KA(dz|c&$O4aN7Q>|LRiuU&x
z1ynXRB36hr<gG6!8|)})o&5*Sr!>h|d$oQa>>vpII^Ah$Mjnpz9ef7Z95q_)O6AET
zh#(cAR4x)$b8eUEj5^=FjxSEeAFTcj>*?lvXJBMsNPMxud_cJEN01^lwN$}JRYgVk
zR!}xb#z@gCy`yA&j=kFO21fOcge3pr71^mq#wcKeCcR8d>(E1-!9Wt)sCl;wF<o6*
zU-@yPk5S7*5wcAJi2fzP^;gHo$Fez*`$DQN4STbRpB_Ap4ON>RO9{v5lCE5L51qe4
z${+l&3ywEmzefFJ`0(`nd@AzSJ9aWyn8lbSnbZD44#_o^u>Ld1)WaXVi7p`j;1x4S
zM<6&vxs#|LBhe*K68$2*8X1r%ne>hWnbG$Fh#fuBH*0QFv@188vR>w^%GF+YYv`$m
z#-SE?<IQqR-<v>;h<abnn2fT8l2B~=Xw9UQNgp}!qV6Cq&lZkXAI<&!UW5Yv=zgZw
zHx|=pDUigAY|u-Kw4uRe=h_72!1j2vx~i&szEiV<UjV2BB_3#^^>wX(Px_rwiT#p!
z2XXHfyFTt+uW}ty6a6t)But3<`ZfHQZz<*9kWleYUpdunZEaywICz*@;Ms=0*gw`=
z%BaHdxA-`;TGWp*3eKdYjv{pq8*K><t%o)gs_`;8>EB`yMrGFgtaY4s1%(*z#&*m^
zkc`BE%%%ztNzTKCTZsQA@6S3FLFIq|guW^L$4EC}vo|wg&_|j#k#*5^GjSKABLy_|
zQX|lsyCbl?yu3*9?DABel||))KE+jhLc&1pKIdAx(_$jlS7mW6EzeZ#;=UF(bL*}n
zuDpC4`fI)gPp1q*4*Thq)aR&bjV4y#VNAL;-^dvG_4M=<W{H~kj(eEF(2Ib-7f>Pa
zPGf`o@{so-NOurhwZ@=u`)#O?g&Fo602Clk(`N8VO3b8x6&!rB!Ff3F9D|#B(fzVn
zEzHCSAD^_c<&Hos(^~U28k+1>4l%=+?EyRaS~dgDz%}_uY>USVyhGTX=liYQ)?ZzN
zb>=cjTo?D_TxEmZS_`hlSSoZV8wD$?a>8A`MuyumubiA5_&7Y26I27k<1`BUlgup-
zVYGH~>VzuqfOl)&^JV<qKYWM-(2{^oWozpSwRXpc%mcG(Dzh{cEw@!#m(`)VR6;{;
zbse3bb1t_Qwi9Sm+af`Ps5rec;`}CEK`XbXym7!beatf8x^Hqq*pSI_BXD^nAd~G5
zqAxqp$;#-;igtz49l1L|MF$4yFomgto9^&bmj0<l&+@!Z+W61u=ugknFgw?8%*vzt
zV=1;og7G(_KoQQJbeb2j?%A3jM(1YbmQY{sP%!05#-~~~@zFKu)HJ4cGCxrp*LhJT
zjw9{RTSrf&8bQQa7LpYHz4YVjXpu}_xu%+>ph7Ekf&Ix4#p2IY>_WVH8ka}bcrFJG
z<8@XfcPN16hLb~Hgv}92h{s0qTr2RXU-<*&wRkwk3cd~!(zmy7jU_Uvr!?*2fvFQ0
zj^xn3>FF)@M$^_Nfl%X5eJ+U-rscM@25R_XeV`7*)aKO=4hf3O5<nVUYJU#@zzn7$
zNWJcWRMr=$xYxAuGG;@sOs9CW^VsGTK*HFVNeMJ}d@+zwn2bqRIzhlCeS>p^hU4~U
zwKh&|*PaU*`RDmlAvyzXo%5OwE4>7;FLNG7#+wE3+4}Dg|FyWgnCR#%UdH@XN2k#D
zuP`w|Z)k@{7xwNjc;wbaRZx8Oh4XW5JODqGu-qBYe`whvYuU2x+F)?d&1lo%3_=7c
zj(myd|6yJ<Nt{`3Rp_|TuvyR&Zi30`3j48L^m4f8Lt<PX%f6Wii6|L4A-D@u;I#hM
z?col?u=;|c&2z$7pqUI`Yb1qTldjpItgH8Y(#K$x+^0TtuJz$(V=VLQW=sY(Jd#EA
zXMgX`b83Aj1=Q=T>WY$Sz$U^bluRWh6t;qdHlNINUtpkOu$s?((sn-&r@1|*>>nCr
zQtS<~{j$du5XEXSV9@aQMBMPG&HEkUhu?Wcsn1EPT8`_0vdX~FP_(B~|Hhag;DSp<
zll!E}PLlq$1^u^y(6<^<+P?-S%<sIDrNZQAc2A81I$>-pvtPc@D1bav-ue`-SL-rk
z3U$5j36JMpa4JWbA%diNwZCL~-21Bq8+~|2T}$D9)s75<d6zD^eE)fWNAggjc7$7K
z$39Eq=@t1W10(<dO6TN)5&obE1GF^hN+)JvTpZ8iTtW#>*iuQtXOs^pCd<pZw%c=|
zh6ib?;DCI{64G|>I`80nX`a$r7V|wbB1Y#5$L5>rH-w{$FrU#{zqgSGR45kLFa3+M
zI2L9to_@Cc;v`__K)-*v?|{>gu=K4RlNL!P?e7wKq^OaRlCJ|1?sY1gO%vBy+ucr}
zd5wR&S$Qj!w#RAdMK)Ifi7CDo^K{3d_JgyUB<J+&gGQODpqJdi>a|-ULoW9XUIS~v
z@7WOi=%MY=CEh3bb(_tUK#YzD;K~WsjU-26)(f(RosdBTAeSv-8QXH`!^eF&52Y7H
zEBKZ9iNjpQXVeZJuiOVfV?{eu`%lZx2bD{r%3H6c9Ax=^mXw;NT2cVmolL0iF`-l@
zi%=<+wF0{QYS0Diq1RCskgEbXhz&AmqXTs<WROmlJltrZ1Ox#g7EQ~Fc^4{@TD~{u
z(2}wp%v39fgoK`v_bjuwM=)$*Oe#TpmRve7e_GTNu4M!S?GX+?Y>nLZ%pMMaX_@sp
zk*l*9vfZ2-j&IBqxmVksK3CXHn|u@gvz3>IS&%}KaB+>DXmPc0d-B3-p?i<4V@2M}
zOL!skA^LSMO0>!wzwMpct2XQ&)fx6Gc2YhMqKH4FKIB^8)N9S-hk}FEWXzmFvr+B7
z3Wvp4_0D%eHU;mQp|fum+;RC?3D{CmOPwlSH~p>`<kcfo@^YGzvIJ0}Qcs+;*x2Hb
z{^O0_z7g^Araae>yTf&5c<*3&hHF@)vbLMR{0H||lghmrsB}6rzB<(pL71F%i(0F$
zFNboeDpW~QaWx6AlH0YfrZCp<q9l2|Ra+Yi-$D^N@YE%f$0H?;hdcNI;bPL|!b`rI
z<bHl$2jH6{@V-Ou=hKJKj<b>9prz|hBZA4epqckjjEF0~eQ~J-5Muu0yN4Ni;ujxl
zrjx&UroF*q{K3Wb2X49a@@FklE`rFPyP&KnChqPw_jirL<1?k|JGjUfAC-7-Vv<+P
zI_<^97b_KWD8M3Gm=3vJ*5OlLufndJg-}Db_<|RUzZLq6ab*CojOtalGPs*diAhiQ
z`Ase)@I4YHJMrFn<N+?Q^C2Z_)xw&ne?o$`=-yL=$vdp7P+9!ua}t+>4qaUZWoBwu
z<1EyCc0lVNip?GLjFaZMlX&;8uApr?W9hm(`%_#8J0tK+&dYm~&t7N=qP6dUXr%aJ
z<*VK3$)i4)wtwQJ6cHQzQ!Z5tnhTGQODHsT%i*S!-Yja~s(kNVSC{Dd`&w$=JHF5}
zWxDu$k^Zmp!R<umx|P>MpnJ=aILIex6I&aa3)O@#{J6!_v3ZBT$8&KNd$QTeRl;w`
z&!3IZhBh_%<U|R=^sE=yQ#=*4yiP4ts~wxSM^#!IT_(e}8J&jBgCj#Hc=g?IzaO8T
zDynZI$TdPwPf-n4H-^A(mzUaW99cO+Z0nbnJ|?p`g!l!#*cBm)ok#Aaovk%<@^gc&
zBvmhmhpu_uL6pVq<F2tf6yb2N-y63`#B)ClzpbJHvEl`V`u7n4exs?jW%)|`xl~K0
z=~K+mgbdG(%%a~<NXr|nTw!q~>aBdlcf0RxZ#6FqOwA=oF)<;2cgS+<*AMs7lJcu_
zU~KSfN=aOLfUt>8+WK;5GRx*tB_&p4mp7x?g+PVH-8bpw{=Fj^5tG%`g`$SnJFfIB
zT{<m(zPmlIPVE+&th!Z%kKEtByuP><LaSYDKl*#L+_@IqOQLvJ`G+pDmtY?#!{GP#
zhwz|ey!^aAk2T&0PbE5BZZTd&<G1l3*`{j}4}(T8a;+;9V$Q=-R#^Fv#pj<D&H9^C
z5PYJXkmTg#qKll|<&7s!t|ml&7b4S7O#pYcb6cs1hB-r0R+QJX2On0gFLS@|R;Ff7
zp$+64B-*3ByVA!fK9y6K*3?5?Ah2wZl#|C$)2Ik;iJAWJTz#lEzfkE9wdd`f-u2e1
zGz_wK*5`xQ{p8^Z9<#~MH~4Jd?}(>-1ANpK9pd*85D{#8Rcev(2{=O-N{;W3hkFl5
z*jw}SY#H;X!9sPozxYMJo0VajVC=E5WiKoPkSEu5opB9kM>v}0vERl*-Ti@4GNWm>
zt9O!j{!5UH*UhP~+7kqPDac4)W_J|oM1S4dOB@Y^?;R2Ksj_+KIxl@o3I2qhZUi2i
z>{9sU3hGF(7ZX7O342Ug3(^@z=R#q4X_WAHAxXoLjLMxZ|L_}|W#O&Pkq_aDmB?lQ
zSFxkFs4~Wor+3rUTkME)m8?JY(yeSeYZ9o{5`L+&+%S7ypR-b%B>UUp@UI#s4#yXl
zH)+sHnGU9^q={gdZLX<XHVdSS)5f2j?aatqHZ7|qbK40+!QBC_7eGx-@m0C(#<1&y
z<c*Do5T4q|v`X+cCOLO@PWRxfxJOymlb{%?Kb{_E{m(#fG?j;=wbjV}iYx)x{nEvF
zYgOrt1x=6U`)8{R`;rSlQiO_Zr4@Fud@w?@$Kl(`NxL8AaPCt^_pZ1($pT~$&Z!r6
zqN^*RzdZ2n?0qM*gB@y}jnB>YCe{vGNa0KIiE)&$X<sZzzI>iU%vZWr1<QtQ;fC9Y
z+4alIIoiv4x4JpIsdU?0i@H9CDGgdXqalU;xT7>R#62eM+X{=x*~34vLgEPp;rByG
zCS<l!Y|_hWRW_?eke?$dqbOVJfvMIomX*JYlT0K9q`cNkKQGKoa~zgbw!@F6=ghu~
z7Zw&OR-1??(8ca^Iu?uuZNAHLEWke7(BcxYY&k}1I6xE|o?Vl}&tH7)r47elX-rB>
zD=~WaG{<N966$Ft5+J;~$H=yV7V*7GubUcTl1)lV+Fs<#Dg34ck7amdFcA&$>P2yE
zsVZc5W24N~LAP-ZdvqF${C84Sol!K(f_1Z-s@Hhi$O|WXZLiZ({O*}r59oa|({gyE
z?DxO!GJ=1nM2KU&xbET*LQhfcDx8W##YN6HkMeqa@)&R;Ci&NhP7b}e$(2o=j+))h
ztDHr`4!HsPBE#*zwQ4QUP>GjBa81KHqgTl%H1YnIQF4j*sgj0<l|yXk$BDU^%#98g
zb`hv>nPw{=G`Mz79(U6~<12&s6tR)%kpuab9*EPZe6$5^gqEMQMfeSkhSQMZJ45UJ
zXZJicu-U}86LIS<2s(Mh{ryEVqKS6e(7MY+U&%3HPf|=yJ{gU#9+$yA>AsJPrbeaO
zF<p^d>73qr?>Y=8mv(8_VpvJMVC1_OgW2MD-1xh*Q+i;$yhVjz@gt+~-FbD?FpNRX
zx<!ggZvFESX7mxNJomEtJvo=NWn{%M7kx^@IZe;2W6GT_-_WO+vidSO_Zzc^1xDj&
zLwb1Lr<=dLpIazREqwTsmYbK?FSk$8SgEOBF(|s&;(_Q!p;~GT#UrP2?TYyJ)3%!D
z*yiLc_JPtD8I2Lt=e;|TB@hVz#qaU62gJe5rovHcQ(q_Ih(~ye`uY>8Zm631*r>_J
zg{EnqLaR)k8%#Uv@itAwg2!!1%0+h+uh!DEf45TSBCe_cxq{ippUcC=A`)SW<Pk3s
zBl`Os%zbx2mZ0uB+yq$){O0vQ;zhq1hMOmhBO9srK{&!juk**rdZH#-q9$YA*qA|$
z)s;&(HJm9XCqmHR)iBmH9#W3FN_!|Kwb`!?^a&VS9Ry^~<Be^y<uVO>M)HRx%e;Ww
zPq=O9KD%370riuHv~~Jc{>xe3Ij3?#5fRg@5shm+SFW5xt6c1iU9VcrM(3hdR08cN
z_6s~h2<t^2fG!kw@(T#SE~F+~T$pO!20(`c@Iwf^yFWi->CRw!3H4@78%l?xQPR6;
zb`@OTs8H=8&*u72NvWCg6qg(i|J;BQa0nl&`;>-5E`G3(4CJC=du6*&iCQY1QM5F>
zR-rSb!g=dRS5c!`4-VcpGi)ZuOn=3<V$vgfeKTvNs8i`!gSp9+HVbeYR;N_pA3r4G
za(VxLnXNmNAsv7BCuDgpOtsNbz>QAYVK7JrdJsm;EoL;7Mn@iiRt+BF=hO8zpRbjK
zOcw|4{!oa+CM?CJv2k?7A;es>b_#+bi(6Tr$@7cjnPq*!AIdBBelPsPx+0DDgzLCs
z%!K^eJMedWu&9CHPi%YHNd54$96YcXiBoMt-nk9G5DC-Xg1*6s0{OR-phAZ*E<I3f
zZtN=`3pv{mAO}H(zw1MUKEq_E2m|lWLDVNp7YiIiDv^wMo<UNr&W=#)PBaj5-+uXc
zW0*(Rn@(&{u$JSFwzf86)+wsSW8QmuGP=U9)l||*?Tkj^zS6fU0Gv>H`sTbO2Aj&j
zn~V%ih1;}?w<r7I^Djj{)MsauR|;X^jtgt^n(3$za%afNUF?ed;rqoG)lM*`^s>$b
z%da%)HEQXs3ip?SRK*dT1;12)v=jOg9{z_6rfcw)@@Im3Y_|5~7usKu0Mi8*Yk$W@
z|Hb0RT$Q4Q><_^gxE6B_W{H3Qo{Bldn(lu93HJ`;@kk6gLg4(U?)xSl0f@G#1!sAO
zx;BZp&nP+t1cJUNe7;CKBD2VUu=OSnCe<xtpodMGxA?uqyK$gzr~yJX#>PkzigsON
z9Keb&MH=6a`xcVcpLUM2DDA5~4{u>uG1;g4ggM^{56Y+AU-bHZPF#(h@fGHm0(oeA
z3SWa3Zfq6Y@-Z+Skg4M<DeD{mO4`~IJ`@}r7&N@^%`Awe#>D(cqxb1`uJn+%YFzO9
zUhyB+QJ!5F6;BL0^CVA>^dpN;((;hr9f73NxkQmL2)_U<+l_3mZ=)NtJuguiR=uN+
zeG+-Z#*C(Q7m;snH%`4>(AYB>yM!ryzBfB7G~q@pxedh)r8aEbnzS30NDJTj<{Jyc
zuZB9#&MwlSDH`8@?|81PmViTHADXtud{Il?`33mTa$5b%F<D=5Ldp}1OM+1*t>%8K
z9Wv+N<K=`;Czp6Fwydlh&I&Q$8g~5|0Z>oaMbLxWHkM+FzUi_FH;qCU8aE;}D_7Di
zEp;|DEKEP9>fz`8)(0yqdc~=cQ4=Dl8|34Mi!IC?AM`wb23Q0}O>8^C6V3pg7enSm
zg3alOd1FLY=MA~t=oMBwJjJ6j^?8no>dXxA&JhUt#Z@Xo?{yYFty4uL>q1<@l7Zii
zXvuW7V@f;9+_zuMzbZ4d*xFYj-0ynAW71->Nj{Sq`|HF<MHOIQs&WdUB`FcHRkU(M
zHa0-+YbaYR%`Ym{p-LXtaMqKZU8|x=eE<)Y&&g*S0bSg|=oOl72EHn&;*{k?ydJ?q
zT<efWPFy?RGOH~JhF3#rk&pS=k`nT2{W|(&@A^LOY{_W*+<Qi={XAlB=>B-GRTF<b
z*cn+E&1@!2I2N$HK~SEU%#^n)qK4yX|HaSqD7tk(deBRW@=f)(cg}-DtOEc@d`>Re
z*?KyE8EUw2OY(O^>cGDKeXrfgsP;XL020P{WG#9V#e%C_hT8l*Zi#d6$X38^nIeeJ
zo}%eMmI(@gS8yaad<MSV{%vm_YCjVR7CSU|p3g3y=XRR6JjMK^-hrLI#p8|XX6!q~
z{;XR+l9vkL5-WDxwJ|nFXRVrr;LFMLh+3*7Dn9z2s&PiR95M)@vKJE{PYa;u)K|nX
zeoSGaaE*b=W;1v9CJCSvFKfOL3na1m3g98?p~G&6zD(FX01BZEv4aY`q4#k?=ZhP2
zvnCDKi$Es>X641<uu_{l$W&i$qDG0*E#jG!<FwluDJ@&}LlP)YBI6U_kNv|qyncKB
zwsCF%D*JwcNFF-%T1!RRP#Qk8eqfT;Zg$ILZ-Z+oxNzv3Pg0ux?(FVR{9?c{(|%ve
z+I7Z~{t73b7Qp<O9^92mlX&k8#3Nqbo@$jgU&?MyzDq~ndu8caxpQ@QO;W_7H@P!i
z>6^xD`}^<dp;zqE(k~_-+~IhK`X(0Z;BNM!`{xzS3x&N9x#BxlIjAnDOVvSQRFdn_
zug9dl_HeEc+l3ia<Xn5>|E->7**#Jdnx>nAjY_t7tJ6ZGb>i!}7H6a1TTp6V*@=<7
zS?`ZVkrn@E2Vz#L^}*Lvb*}qYRzazPvi{+acAZQW(#5H;M}(|%M#Wp>MV>+E1+3F^
zJ~}!YyAIi0l<ifvW$#qoHZ3uOg?D`1nR-E_>xTA7|5#WUg_&}Hi>}(~>|u-Yxy>-r
zW@S7emvfA8*t~TGv?_|5(rHdo<?jUxii?U8n&!CR)cboF5|KG~BUL1c#kA;)04n|W
z*8ic1;AHl&Nu;dhUO3rq8_O0BVeLD7ux{mg=m;$$Wf|6-^b?j4836z*V)rG_<Zms<
znstP)u&uM{PiLMze+DmkrW!~dfgh$s`exqc@({uaWeyGRrsWGK+S$!;|H}a9Z&UK`
zL9t|8UK(b<D{z=a<GCC$HaPhmJPs+Y<iMHR*P~2O*7DE{Nku71dhNDhCEee!`9>M7
zReiRDzC~_CM1NxQCzhXlzC=QP<_+&13ZJY^C5`$;?BDZXO1R`JX|xD>E-ne9p(Hwt
zxd)NEpw-SV96Qs8^}7p3iyyP{D%EvZx96dW^-E3ViIc0Pc2#8uVF45Q0@mFkkP9n)
zdraMmqDC=lX_MaKnpMPY`De>HYbI`h^8t#JfTHKUh$rfEeRVj}T<0|a+Qv5&lYUUE
zZWZlz&@``L!Fv}1JpGFbK+6DVR~U%!pMqq8V6RwQW8T0~nwO{MF)#VDJ^)6q!RHa1
ztk%l4hp3)8DdW!X)TE`8pw+z84^FI0eDQ)=^C;}6pH{lc(nK19LPTCs^|Rr+A^5jn
z));$SVmzyw<x0@eou00!uB>i#C*CvS0e_`3HCg~Mi(BW-ytz`n<#sIQzcUaZN#gGg
zq90yVDG4O-k`T=az--1%J#|=~BQ8is9?LxLAt;mIA2_<zYIfz21kfI$5y}Az8BaS7
zE@YJtI}%SDa~ascZvz0nzhwTY+QN&47<mYJx&iEZQ~W2IvS}7EQuC{^oYzjpM!NWT
zIlql+@w)ooI9YB5`*W`MEFIe0Imj0;VU}1tonR2IP42P_Jk-C9AX1wD!ba_c;k3On
zBXsN1fafV0<<VJNu&=9as6IgdCCaah7X5s|$!5F2$a!VewYag_RGzXp<u(<-;e|MP
zc#NfTIXN_nN7XPwmxj@o>nXBOLz%cqXot2l*~3bfx*=4gvf(vJ{-)qP9iI%9TJ!9X
z7Jb!ZRq8Xf>YwfKZbdzPw*o~+VF0@+f|~6KkHUTsEyR7P@7*}7eNCFq#iek>@NA!E
zv^6}G*V7+rz2^#Rc5?!~>^<6=wicL@=R}?cGibYcV-{$-RorQu=KIV(TS!bA;-kc*
zr>6%s;u2%i0ZC}toa^AwNk{9$=Sbd*Ahn~QwyiL0+QmkXKs7}VmNVK5hw;taTs9AD
z!5jq`D=}LX7=HG1XBqUX72ly|-M_ZJUd2&=ZDe3+HBXZn2?O7x=;GU|NdWZ@%QLj;
zF$0J%+TqS4W3UY-ulR+6%9n!A?!bau>AcpCtgy^hw_<Bv;L@qprcaNbLt=xzj)heu
zk;^{OZt?0+{ES-oThr;qV*jjF6E(?DW<Iz!Un1j+mL`<r&IG?K6zaHdS@Guiy6P~?
zz`}T%r_G<1-=D5m2FusyFL_2IlYFzc)B*k^PdXFa=wx80L%;8|(Oj;CSQa$F20vYN
zKK~5&{bPbgrlbv^sqYm>CO&ZCc-(Xi?w0=@k(t*O|6ckQf2HMom<y0go}VWkw%#VZ
z79Fk{sG!0XH6jtYu(4NgmZZNmZTNdlk6~JV-ZSe6`TU0e7ZL{RA}(pC#CJf_bKcm+
z{B>uX0TE=OG3HEIt}4}>A=i5Ks(7OEYI|>n;q18C;DB%+(d%eFX?wF&57ccZ_sApz
z8-9WS&gz^K!F8x{JsTT2>+Xltd;x%3+C>qadj;ge&nuxroL0?rx>;EP(rl=$T}A7c
z3MLk>^SA@i2&hNyPY+A0L>vSvmR^Q0YhN8coRNnMFdgA&J4=D6Hg`BSV=_DyKuGt_
z?fEy++71UW(Up~zwV^3(rHP+wY!x~yw?d)ohd^ZF)#LU9#ohd>MOYI#A@Bb!)}*v%
z(p=<xUtC!k`szO7217&q8&<gL2W=8<tb@v2>Yc6Qo3-#VLx4jCzmLp+IF?q7v9A>&
zxe5J~#3Ok=|7n-)oL0<GF+Qb=Ey`7fS1$sPVD3k7Yn=1f7@Bl_K;5w)k5sFp#-+@;
zxepN*AU~k5F!gk-t>muMgeySm?Duq_i7J4Q0j&<}8CT@isXs!J%+~#jZ2utrD2XZt
zxle&vCWk}SAAqRY_>*C}wYoA>4Uj-~Fh?(y{Suxss4yh3;q+p5EdzQGwYX@Pc++Od
zY$C^P*TW3okfb$&@ly-vuhP(Zc8t97rI>GYkSA|2;Lb;nXkc#uC@9kF>uaD+1vEs!
zXi5P#wXnJH6!Ko@Zuq&8PRMhJdHpHqbxw-Ee>XK3$LklpfSwYPj)TeG67rt%cTI^4
zYY56m+%NU#38`yV(p+?x563(Wx5Kk&9&--87AMeDtGGgWivE{5B88EsA{ms?n3!M%
zOeT_ALO*Nf^XG(sZhW##)p)XEWiy~9K}FG`7~3XdpwM@9!9x`6I-xce9c@uX#=uFb
zj!wdp&C7^kMGSLVIvD)&Lh+2-?h|flcR?u#lr3oBRZ(!XXEX|s$4Cx=Nn&{yFN+K9
zAer<mCv0xV?}fnv{QPN_ZbOqxuy#yT{RqNJ%U&$MvIETd&$aQFI+iH4B^)u9^HXRh
zW23EJ+Vbs~4@Q;2!tH?6YRjz-aqu}H-qzc@2lWn<kg2)~&a*DKcJ-D}_W2Yc%14!w
z4y5sYX(Oe)ohTpEo$5rZrA=%ii&R=`qI7vAk)~hNUyDEOkCOHeGbmL%vFyF`_5ZB$
zLeC8Mj??|B;=Ye?&O#SU%UY(QP|+DBVjAA|rAf513V-5xtxvWsj2++K^xk~Gp=(kb
zxM#&n9XqQJ4Dn%D!$z)4F%~*w1dgkwCPVZr&EG|zfd3Y{q%pGT{ia$~2{14+0<fjm
zzg!%hla8_aX<uq{@@ohX)Dd`7tY@h$ogZ1VV(pxqoGR!xkn>s7(9y}_yfXs}1^2Zm
zC@Zqw3S+ic8jld~b&U>xq{+UM8n_RDde+z17YSu)vaL*;OW_g9B6}+;zkE4aUbZ_+
zsYO-;#ZecCY;J0D2d(Rc|N3S54$Jg@x5sl~%X`D*E$-mpR~QO2COeD0Ok2_HhD<vH
z%cKG_GT5V@v`uGpEKDCzzAtZL&yov6q_a0{29{Lh<x3sE^Wj!uvxH$_piYp?4By`&
z!=zXz`O!Y6+^6`bV7kp`7gGs!3&|-B$HN6-%n~lbA|ebwYnYHR@<eaOa?mb7Jn)cS
zMSu}&$ZmYeW@s(=1Oau*RLpTKnC}e507Xn2jZUKH=Zi<gJ0$<yKG)(NqTg!I$Q-iJ
zAJfupL?B{blGzfgh=%k0Bt9T!DP7FVBjT|YJjb&vXu*Wssl@)|aK4{Q8QJzB56O`&
zclvu}!>%h-iW&fQyWIKQ(!#@1ZuO#OxqSuKOb3J~OjtVe?5)Gkq!lMYKq)Ne;)7}s
zRA7@{vxH0d;S-U?G_6k<6?}L#0h>oRv?poH#NjS)!>&=;OUR`GyJZ}LquQVdE&Jt<
z=E{2Ge7hxLj_gr59%)p7FJkrr*+E`iJ=wHV9^=6=9cv_!yA38B?(1nK2($fWi}mgu
z4INQ~o4DI*mK7XGoLf=>WT{M;u<$yKj!kbW9_CxvYKjhygJL%#p>LJDA|c*k+vue7
zF_%Le)j(>{)z`1kCrOeYvm&?>kMX`{>BXF_A_x<dE59i(pHaIfE#9NUGPJm;jTWZE
zf$xpUhuMpaPWa1lx1DDZ=01!=IQW*(YgTaqr3v?#e{ZHbe@LA{C&c46A|1^VVW|M<
z;m;|mkQ|k5V4i^mp$ro_F+pkXeMC%5f{GmSFAR@<@iA_6jE$FDktinkD;@%MS<LN0
zv-rL9Vl$ZG{Vsuez{E=tSaohLQ4B)uv>kKe!<Kgtk4!C(4a}sSf&H_Pm{{py?(|m{
zCEAF}p8i+|G;AWyXA<ppUC}`)K4Uc6nYD#h`8~RoJ4vX*gE<(yU+7z}eEuHtjtu%@
z{1xp9Z~g%g;duD!Q4`HKvRtY0@ue?CPWhgCGjLFk7vZ;WbTA)3>W!&bNC=Muj!$-|
z+ezCI<ytqgWMrEw2M2jbPfFG|4(M81TE@NGE9cuC=-Aj)0?>%a^y!+u)4}*Z36sM0
zDDIoo;wHFLRZzT5Ma_hhzQKsz`^Kx*5?OTpAbDm52B)NeSy5khZp{bnV_HCp{s4(p
zsX_I*CNVg2l+o8IQP7^nuV>>-+a8eCK6r^_X!ixPYg(58SoQ>bQUbc-H<lw3Hk5dl
z(^C2CmyGS{i2}K0_0jpo{)9-AMSb~2Aw00Q{AGv9w_3$DA_~lOw0--O>UBcPADoT`
zCZ9HYii=-O6LMF%Ii&_>0h?;3ML$qMS-p-nBNdylaw0tO{a&f-PS<cE2=fkG%%S3B
zQjP7>F8U=qr<Sf{8|-UsO4WG~IpPS=X+Yac<HD@%oMQQ&BL_v6@4HFA!-U`fGTI`H
z9LP6$!+n>eKG|<<DL>nSSh#9iX1g*F)9SM+&DjhNyXEOLaN_i#FRv-ds+^uay?;lH
zod?7Q$T6Tbc3jkbrtPJw+CZb$B)H&yt9iWvJyfj2BqPTqL<1L7$(*Hj1?k_6*%v!D
z%1-P?M;DdH)3$o1>5MVYO;W1-g>JE$9#T4zfn5r`gr8fP;fyXf`Jg@D)3mXvG?$Wy
zyWI5pRNi#a*u;70aSh1b0W};snCQu4pAVX?ogJ1F>#UWsU%F)ltAnSfx8m1!*@^cg
zQ|fSbgdD&+efWT_b`D}i#>Rkjw~7nyYi|yx!)uFy&IdII@=~81$LCffm$_^r2LOw#
z<#s3esOd`?LqOaj-J6!=AG1LPN$!zM7%q~C@7z2$Otg2h%C2g?!V$-W){2(xA~>?n
z<*;9EzYNke*9hMo^7aa+<R+_n!5MNE77i&=BC;5ZFg5~j;@%R)ccL3SGPke8^QX*+
zc{8XU_4g%e&B8!TIL{Gm?Orl@D}_6GCSy+5lw2v44RLpO|LyhA!h#V&33=GrK`hm#
zF~J03D1g?T-MGsd;!&bH?Rvg7mLsPxG$Z3yVR?u2$Qf5X3cpUAZ^F5S<p4d|8lXyx
zD=DG5`!Z(5z=rRqCSW$ZtWsQ6B^E&_nh415fow!(3iks{(#O|lCOaVL$Li+h*UmsR
zMRnv9i&7<7EmA-Q3J(k6=9_2jSW(vY`nt<v9+j4+amQr5`?0Lday;vKIgSCIHqriv
zgBO>3^IvBj_Y`s>CfmT^l8<Lc)^*on)@0ciD6FvQzAQk&I05a`nS50oX$Bs0sy9Kc
zkI*6g^C&5c1q5h7Nw3nBq4NT}G^AqDuCDFL<FJ7pCFogI>wVeZ7z<vjgk%ZRxBmLh
zb7SCLqS7#4G_UvZyW44Cp!%ZgibMnf7iJM&ac~;4V-%j-7%qrhUszSOknjih7eI)=
z-;#izg&F#l;p*rn)oO6$tCCoYKSJow58bi17fu-*hA|gSFSavDZ)o#TBTPDfvIc>c
zD@&R*B7W!BxjNI((#9uhxk$2DNXdL%D8VAeE}B=ogpq(Ep{c1u1evq1Yej1E7J`HJ
z-Y=X2RB+;G)LZ##1_;Cf3}c|8Qsrb#+!C3kG%vj!s$1-@9^o!8`y7t;-5C(N+Ku3m
zUM_g#?<h*ZaDjX0BPP03v3#r(lQS}O6?uhnB1nM7BzFg}p}M7|R`mhcx6vWCpbzCv
z_Eg6eIcpYk88n9dbtAaILdOq?3eo}Scr;_O(KoXC6*9H}C>0KSRZIKE{P*v@L>z5b
zMV`M`??pN73&s{|0SC!wc=D-Xqv)%m%lqBsLMo}t*L-|uZBOq?)eOTphk$;;QkIn@
zpgUn6k78g7p}A72-&>lIjYMK)1)BdE%P;<YwDz2MzSf60J%S@eOc1Tp&GW3_G}r6F
zGjG^}jlO)bLKdAwRGGA@x$R>opt4+_J;d&B!q^y$A@Pg?Xmm(<rQE}N<BlI@IMUL|
z%(_i~QW!LE&iBp0XYpx?r!PgcN$?n*qo_kz+>8}9G|1d8_hWaIP$Eo@!bj^3wlS)9
zOYYSs+pv8L7EKFTxQNraVD=F59auwkJ(P3fQdltI{BTMc@cq>D(7;`hlmPGNVJn|M
zQ522mUVNmd*LK{S`~0X4Jsf$EY5BWD0J_pKjl<-_D<16CaQ4=4?eAu^?|Tagis?fE
zmS$mLf$=-EQ}8Zxrf_Oyg>0tTEix`4u2w~td0`spvQsmeqsgTG%kQaiUwxmv5gZZ{
zvxH4!-Sa_MnZCEg0}xKjl%tZ_($yoqA>a_~(PS2$H%P^^x%E7LrwVm!R;U>(ATQ&?
zJr*<(^y&c?O9)^PdBHeIJxIjg#zVNFB5z12BDqhZQp$`?J~5?LCAD|v#7f}u4%=5e
zHt+1E5yCN0&jV?*vRC{ZpQ+JUH8V-GP=4AGNu_V}2ZYzgoE#=r^m887Wr2O{=Lc~4
z(u#wbi8)I~pxdDeAc0g{-2FYfYAYZ+Cs<$C%iIoQjqk5Z)Sl@7zUN_N<fm&rd*`zA
zKwRg#D`aaabsf?k(nu9cS)`?9BuunBOF(nAXD2EpDvQ=w>d$&r_-rF_-4}y5A?^-Y
z;i;W?TkuB~7GZvV{xkBSKs8Zw_<9f!=3&q9$ZUCVP50iDP}VKj#^MJvsT~H{T><@@
z@cZE;GRysF5e=_zG4+PKEH3L1*0pF666IS-{l)FMrY4GVl6tyd^TV{P^B)ucr0Y94
zVUp#)i6{e@Z#+y=pw&oP4{~IJw4)vqBM*C)04S33q_LB<*zC6|QZ}47n=cKIV@N)!
z-rf!j4xaOlaj~)MKy>QbzHg6r%kv`Ky%DeA67@x8MYY#P*Uso;dy`)z#7W=eEWl-V
zS%V8q>lu2^mtsOU3vR4)<R^uMgsMC?>8{UC{ZD3$QQ;RAL#i-mmNecmH=Egu{hdW;
zMbwZ(k8j#7_Z#Y}5Tnw)`NZGDZsF<13?U)t1OU^hT-LP0_$WXX6cV;2eWN<G{tD>R
z$j|2Y#m22jc1yut`vZ{tQtxM_(hJx~fg~C1wk8Ew{QT^UmGIo>mBXHu#7>cj0%#{3
zL2wT!!V?vXmBpj6?P;*SsjtH3?V7>}+@k#gYUhH;@na6f#aNo|NQG@HiwK<RahD<f
z9UWvd5aYUwrZRXWGdgeiqqv64#s}zaD<k=A{FC5K*xWDTJ#$NhKZ^|XIE7t51uP&G
zfx$Y*CQT|s`X>8B;cu7<hGyDg<=b@~1SxHsZfp=3#2B<tarF&<^ymTTvn)>O2D;N=
z4UP}@&#NqE(LtZ@0Wts%v$q}abl|ZBtKmP;VYdM-L%GA9tQt<?k3tgKx1Yi2`DhV8
zO<y&sGBH)dSR{;udygJ;U0r5t_W|v0Ni*M_=d0jp6cQ)zb%f{>oC0#SK8YVc6u!<c
zxL$Gt(xP<2kw4~RZ7LX)t(E$83jQNkDQaTf!LLEI)yk+X!b?7(vEP*TXQ<g$*cZK)
zel9Ns{d|i>l)ICv#%Lga+q?9`Sirf9tYMm%yT;DBfe^s5oX_5F+P)YDVE6&0{gj_e
z+i*zng_^DW)C*w2v5~zp8-?SP3(!6vdGEe({LMFH5aM``s4=akQL9qeC%m}E(e8gF
zN1me#8(Y7{<*sSl*<YpI%&?1iY&o?(4WBAb{!&YnlQ7EX)?VlCT1k#V01z2*UadzY
zpc9i?5pv<uZ;g)%f1B;CY<yAjFX^!R;=(dn`58E({~4{jbw^up4k+J>Vg1C*%R}&-
z67}eEDw2i7QS`g!5MUa`B&HhQzyH+u<{HO!ztzbC?GzGN07M*p^3o3iyyNx5h!NAj
z^_8}p`*mWOJjXY(wn#|~&a0(PYpX9acSJn>r-U>#(weSs2EpCj>^Na-x{fCO<Ax_U
z1XhLKPnZ(>fthe}Ao?z|i^whB`LUdzp1NDd_GfrlHdMWW8vlXV(WSlos?Fi~^Y@Af
z<T5NH`Z1L7&H%LdLHhKs0)gnV<+|$gO|f>?JD4JE1O%PeV`F16(KZrdA>uHC$uCWX
z#}vI~jP-6^j^6dBU7}B0$*f7!$e79ESRCKArIYzkE^MKs8A;<_J=pZR-yT{j$yd;-
zUWIMGI%fvDgc$8{4pzoxEi^$cCxXW{V`VhSs>z7?dvrjHpG{(#hMx}f7Xh{><L=Jp
zu`0o~@*_cK4U^Z&TqNjaTv9ak#PF{0?PW$I1*{+fFUhqh&WVpNYt2OW7*H+|a=5EV
z3grkOizUhE`4YF+OD#PV!iLKwHNWEfc>6?erhlzlbPbhA<xoX>vjyY<b5ikYDHG+L
zyo$&xlsUo?aRlY9N<9%o<hofsp*bS~oWd`p{Y06pJpGizMkN8Vly<seW3ji-*yKmW
z)%7hzW%bY%C97T^{S68%lDVulPf4;jiTfHP0yOBPjXrCVMd_@p<R)~4uwkkqZ;l5A
z9Wa`%ynwuR32=Px{We&}6uay>t||>3m25THRokIW$vuZIng;pX*KX%w@u8c4V$=ae
zbXoHT^}ZP~y)QC`9AAw51Pp(=P1Kk5qtZv|OcurSx)d(c>@%RWvFJ6h_{p4oKa8!;
z{jV)%g%RWcb_D+>R^smMK35{AD1G{rlbKn?3s#S4<R~m*<^>}NabH1dnkQ$D?7HKm
zB<$lZm~^Z^Wiu@s;SrELs`25khLb@80T={D1J-J`EWI>;#B}osm=A<`SAYRdcI=1S
zcAifS2;pe`Dtk_(e%vV3wd9;2yBQe=J#5s3H=plLDT97=6F@#oe?SSl;yiY`+?^FU
zXud^v*`mK3+>*^vzyv96>8_2_Xp>msvFUsdjbxb=SS&wS?y24259(x=&@A0Y9P2b9
z-~9=*hI?jcEoi-aM@XiEDGdlhYAKplYt`4I1Bs(hg)`{^DRU7`-=88=v!%nHhSyW5
zu=3Ru?~K@K^_#5LzpD4Qf2$Ew=bYOBk^|p(H}lL_|GB$|yTRNv!^sNjL&C$~TUC%p
zShkT_9u>Y1blOy&VsJ6jRZh!eTL@156yyl}H;BRu)X9!T29xg(N~jS@9g*STa1xLt
z?b{-dcCmhGEamPSdM>$~>SnjlVuF0zpaRpR3!&obR-T)RKVFAKkFX(7=X)2Gs++a9
z;w^A%K;F2mlt&JTkTg-2xBSg6((jsVNDIlUT{<f+BJj;e>K?+w!;6V^D`I)+KV<SG
zLh|4kw|E)9Shk&rieC(1_Pe^e`o7an3yBC7-Qex*t=J)m`yZQ_FnF~-4tlY)`eWS_
z?bY4PwPwgpESB2fgvoZrBc`tU02zSKK^{MTp8Wy<t2+dSac)f3I&Wi~EZm-cwi#3c
z5cC3zrh}B?wU`E+;+Pk<bQ+41L*8~I*h2<}#^QW@-aExf364L`8@tQvwRHFl<e5ZN
z1h)=6i;%5l>b}21MV03^B(JH!eTQ!g7IK`TD`FC=vz&*WKl7>uiLeK!bO5zi1_g}R
z$c!@N?Ceedz(7p)3Ynt3vX^ZEy?sw=W6Rys0~Bs<X-OuXcrAPTID8v(liXQKRGwJY
zh5w_MGyjKr-2?ck>`RuCA^UPvW)OxD<JilVY;&wx%9w*}F=Z>Vlx33ajF{AntTBXy
zj6E96ph0M|lPJno_nGeN{sH%gd;fuF=KIVu&*%GD-tTBrkV%bUA;N-UP_?JlnWhrE
z$<a@4_)WYv{JAyx6<8Mr|8#U@M0B}s5^Q9h>);RM$GJ8u8m8_2GezTy_|Tb@GlcMU
zw+amd^EF|>t{pG<HDoWV#yyr0y5_h>zhqZl$^LBGg&`V?9r3CB5&`~}Y*CS~NMF5g
zhjQ~g(1#g))V^b^4TFyuQ!hiroG(QcnY<dRNi7sX@onzrulMMD{a~vgR;zL~HePr9
zav5Bj8ojZlsk+|6XSY(^b>+!c{qz*H)@Sfi=VZlNMfg0?Ed!%;GEN6`JoDE9QNgZl
zVXFBnfK;73N>BXt0wz4lPh$DdS0^<oE(6WwO}*{^gc3Rmru@d;Nj}z$t;A7-iiMYF
zh0E+0Em<q+bkPflTXt)2D0G$KWL&Ogyh)oKzrzc!-GbuuB)>xoq6sF!EIeszWB|m?
zQHl-06okqf5pkhX2ULRwO;J_d4p6Fj<<6k0l1Zh;U3PMMD(S1sF*Tmrp48K0M!NVA
z5RY#?0{z%8$;L%hsildJf$mLLU3$8J#(M{@@BxTTq27)AW$*oXOb!VwUc7jbw<@fD
zbhg7O@NMs?<lpn_>s3yU<nB&D>i~1eDYkBn1mY6tZ)!cneefQ5EYB={;c99$^20jy
z%Dt4tU^X`CXqI8YyT;|Otq^&Y^^<5zl-Hy5q0lc~W?o>d%}!byNKJAXly-s69%Oaw
zHV0}bHcS(+VLScZd88HUhkn#^3SHJSYi7kTIUi^SEMs^%?xR}NFcbjS`70t>lVbR!
zp>j_)3cXd9lZ3`m?o`n)1;s;{%NOrE4WKx2it4+1>ysf*!mDu1l9!BXhew>(!JvH3
zVUzr<XSisS&j%evpGI{)@6It^BXp(S{aT3G?7$*=H{MzZee`SW5i4eo$daLytY`nt
z5jd{O7m>NUx3^^K&#rTdXK}i<H+CI>M@)lCx!aEs$bP{w!DDl6ckD>#x&$Lr3H@XZ
zSEQIB@Ndj(c?TK|%w$zed}<W_i9al}E9*&9&AVB2R54IfL9P$X?w7^)?b%}u)W6jW
zsi$?eVqeEC9=Ub`En0KL(iR_G!CD-&IP({it(WvgIyls?j@Ot24aGA_UoDVM(No(E
zXl|uvA-OH{eTs6Ixv}6wy~Pu`(jYLS!kK-nUi#QH#@wOYr6Mf+H0_O)N%NqDB{@mb
zM8qa0yM(p>SId6cD!s*2XB6YLk`=qOWSpFRF?SoDFTP}SBnWEN_~i}v6Xz?Bqp9^@
z-~}Or9J%LxJ@J-kfltTk{n7zLURGpnp1Lf7h<17Xb6dw=*2y8DaSrP^R*7~x*iT;|
z_4Yu4^#dQ6GlMy!p4FQTDkRg<4Q7H30V4)pX~hp>5pe>o6%+OSefIyztzF9dnLBEG
z2}xMq1bQB6dk2eIwi_#dGP+&m(gmhYx;`GJS4VvWMbYQ<zp!j!9mGVNZqkYdp@=Wq
zYJeBp*x2~OH>4yIjL)E(t9GX%1`|#%69}goKYi2^l#m#mNz?rl`Krd;^ma_#9#8lZ
z-PkjN94L83riAUBMW9jC#HjzorwrDjKG5tOv2Ep0C1g9ddf?^cOBYR@`Ouph0h7?1
zJ3CK>JFld(Z#&`i{O?;jeNkt#ZHwCbmTo>TlN0aEbB!YmDfM+of!lka>BjP2y~g>H
zup71pCD0v@+~pWwVwfPeXZ6BLyl~3Hd&jy+J0Zqv?A!Zm(^W+&0C(H}Rxvd>HA(%s
ze5xIy8I}@??l`Fm3PgRsGo9x6naoE8P(a1hm*G3U)sjG3W-sf%dUevt3gtdMT#D!c
zJB(+YJhp4YkZCgQ8Bgx&N%6Iv=(J+tz|MLUqdQ{MXH9(d4U73_Yk)9_JEEET{kAKr
z+PZG21-TJo!n@qGb#m@&ynC6kaccZKaO?EF%^jJeKd*e$)~26NQk2=dJ(X20^d~xX
zL-gCmM!E-mFM6;%7nDhim~1?}O?tbmOD6j&LMgjdZ{v|D+;6bqZeY-KOL+hKdZRgF
zc$31l$YABJo2ecBhLTkZbaaU(f<`$g9JP-ekCY_1M}l#FZ;*CU9pbX2Rufp*`=KzZ
z2bT!%+x*y8NfMzb`t_v~u)oiMwhH`K-0g)W!24xs)%p-m-r44_CPua2JdCFiuoV?V
zfdcrX%M>+9&-B^7B++?(*|ZD2r(Z;Na?zBl<qIMPIqYl4h69V=B)w;sjFwx`^t+7D
zzc#y)2Y3nQtF6m~4a8ukE7To>%z4?^d?COM2YBg~BHd#+_Q>__H1X`h=J5XQLLGVK
zb!t(C&ff}|3TNzzhxAm{)Z{(-9d^K^FHKz&*8mbaXo3lgk%i`mNX8aAJRhV<^g6aj
zbmdpqHf}AI#~Y>Og%9cRL$rp?jJ$IVQ_d-YdhvV<!W|ai%Lxf0o0=<*#ZpR)%|C(m
z`vZW_Sf-|YJS+@>Nd10ME>Lk}t=s0>$|rb{4e(%kBKYIoxh0H+J^lk!Tl=DnOjB}0
z_LvAhj)UHv=F?Z)kti?AK;mWVa`H?<);AbkOm<5SdOqa_8r&bS9_d&{gydUC+b5`&
z5f?~d)A!FhbCo&)BiK3~md8;SdN->UaE@C!KHndKsA0l?|EXmmRC6k@#dS3@mK6$+
zupY<hNQJ#^`3qrIR`^51PMCmdDfZ+mx4wUt#}7)LR(ob`yXVUY0Ut&U7W1^f5fs#`
zY+E=GZ=;)Xn<SU=P+U9G2$&5TS7`>1aw!}+dWPaNOzLp$xECKqIq1!gpv?va$?W&F
z*USK%fQ~`keU-%#O7I|mjm<hUuC>qvP6WH;OZUpAkHJDOL_~oi$_Z!4V#<@3=j!cw
z!6LMdg}q_b3QE{AY&G%oM}<*&4-u>*3(o&oKoFOFBg$G0UVi=lb>#56<>r3tPiemW
zC9LY>7zDg*V)9C2Yxt_Ma9=C#rqc(^+SS~M4KYq`UK+w2JWfTs^wTo;$R(kzAr}s9
z<^&R)cF#c^c4(lo)x8d>=k|q&7V_R+l2G-oc2V`Ice>;EZlnsimiBakU~9B@th}j<
zsv8!im6u*zf0WEMmJslV%EhG>23{1yC#Is$9ER~fQR8)#PP}qg0HFh78`_m8O&dDA
zI9644{>w82K_U$^DTZ+xsuD={pi~9*XH_u0Eit1I^_|z4ZD=m2N&GHXkYYFzPr>vt
zWQh^vomBf_IO^VTTmR4i%|8B`g?TrbOsG!sXAwC8w$3lP-6l=|re6Jec6Wt(RCfGG
zlNNsp<)o6dv<-~@zA+@5NJ+BqgxKW6y_(RcN0><LZ#|iRw{(J^O4L7V$CXS@oQ0(p
zBIn=c4apP>jEqEl|D56T>mU{cpYBi;`HkQzSICmQu$nrMMA<aY^0x~l!zgWIq8l4Q
z!3S{1=Y^h^6vte~)goxiwBMt#nbfRpn|e8Qbt9!_@5;%*Dbi86F4K9n{Z2X-UsP0;
zM~8DMW_Wp)(CVXNUVaY%kt-Gx5uw?9?Q`{q;05NJ+>~XRWkAe$t2?3*%z1vg3_Is}
z{p#l{e}Prj?io_gRl3zW=<Q?f?APu49GG=XPEE-Hc~ch<)NC1xX?s^2g<|=w-wo~-
zsqk4#E{kXeOv>eJDD>^}o|MzN+DhEk=O`ba4;&_Q2G1_qoS`xmd?d}IXFozjM5K@G
zea{#y)X{WW8Lz=7|Jd0ri^6q-#@;P587VF*07*_xCOycJLHw+9`E9uQF_&G|nKDEH
zLqv1nH|k<iC{HbO$rPsGZ!HVl8Hei|A~vtTGwb_#Bz08ClNC;HoD7;+_wJc#7liOX
zM$4TQeNVN6<I3oCCz>`}bL(Se#_-ktPoUsT)Qi7{>)X}MV|={T?=BgIEGd!cG~A;z
zbs2QUM9#GFlRzARMeNiaKXGE&G=^LDA+m9jWG+nNzq&|~R-FgEV{(#*<u)6+QkkjZ
zyD#+Id*^=ULy&g><xQ!9PQbSB>WG3{MFB2i!;b_QY>_omqbAdC#}1Z9NfhR0$}6|*
z=asv(I03MK>m4#dKo3yRq$Br$Y=Y}L4s6xSQ>8%v1KeFy(=e+vZ=VITn>QPYZAq8z
zALRKA<VfR9i<E;}B8cGFLYSI62@up-EQGI5*VyX0|0pe=sI~z&^VT~^BGE6!3|H~A
ziT-U+d5fQ?W`z^2n8+g`C+rzyrM9g2+b9=n$l87DpV7(;dGqXE5EQ9;J^ouT85K5m
zR-$g!-u99#qbn_4pd%69n3M?iiJ%+YGsA(pSBu&Z-1$};4^(bY;DFHJe86!R`6Kr9
z`XCOc>amX``AeCI<~RR>gNL_q4j!LL%IgN(EhOcBbB*_Xi%%7uR!Z_vuen}?A-T>Z
z&34e<2wPl`RS$l|G$pR)cCeZ1BRV%XxwIbSonaptwmV>C!JO^;CF*FtoJvaKrRLd{
zOq`S12D`T=AX{8qTsCKYfc6EKg^cM8rF|o`Q(hiz-Uh<RTu*vv@4!F?sEPJ~#)X`6
ztA0gR*Qru@2n;lB1+Z2UXdV4kS@EZ=<lAk3(6FGteEAlbC1?i<KBBF{!7t{T!D3d&
z#8ze}I+y>c19+`Z(JCTPA7~Zq+BfYOUoy_<kB*KKX|x}0JR!h>*C|9w#ueJ5Qn1Mx
zZn|DHiT63UKbfn9S_zA#60R?&vMS+lxN=LTfpJ*noW>v4oFFp(zQdEO{v!i|UVm!=
z&b?9SzYTu>V;#_cEuCQ=p#P7l=>PfEju`!vG_ywI!lhG4KzI7b1!F6tN`ou0{{p%}
BmAU``

literal 0
HcmV?d00001

diff --git a/assets/eq2.png b/assets/eq2.png
new file mode 100644
index 0000000000000000000000000000000000000000..a6746de22b0c1462475815e43d8f3f737d9c5e8d
GIT binary patch
literal 20157
zcmdqJWmJ^!7dA?F4bmkHT~g8wLrTNYjWkLMLw7i|h=O!U3@IT>cS#CT(j{He^*;Ff
zpS8}%^YLA0)^fRqnR(*AcU=40*M8n=X(-|2P~jjUA>peiLv)akP!LE+$j`AbfWP2&
z`CSA5A$#g5$stva&};*5(ClT^Ws#6-5^-;>(1G{ZZpucUNJs=-kN=SSTuWXeA!+ES
zKxFk`=KEQg?`e9nqF=1Ld_hN{<dvnbMz-Q-QH{xr7*G=Vvf^Ts6Bw=DxV0vNxfk9=
z;n_YL!zLq#mdxxyl4eOn8IFa4$Fk)X@aAWAxxIIjzrDYcUE5(x&>Zdl$hnu#-LAod
zUbxiNdwMYNdPgrXc~1%gUMd7VWih~uDb^Ya0bcJEYB(OhF_3Tg_<8b6?Q%HqvGNx-
zeFflSCL<EWzXNc=q5pnP_Wz%s7pnU{++B2GJ`Es}y1!hT<IL*I)s!kaum86`1Sn^z
z2IknBl4p9b-HNZP&Yr`91{4x7HwrN?huhW^t$*uOhuz<>{j)fFAcZx$#-=YycoD|v
z2PHRpnau04-tV>?iW!w|pDl_<^}OVqdOy(->2Wb%b&4N0Kl!YdPJDk9Egit3x6(sy
zfp@X!@7j2C(9{+EG>F1tm*l^Nf7My%_;dAmGs88ALG!F2Q3~g<<-(k#HjC`J!T+ux
zQQ}1T2eg7!8T(;WU{r!O6$R<vW+e-S97$c3@iZUF?Wgka-|W>!E0CK#{~@v#S8pJO
z`fnqZSC>@+_v@$gwF2+Xrk$&TM$`m`Nm|NCjE8yU?FYpF_obwq>*a95sJ6R(*Ls82
z{@c^hr;$#q|Cx*mP4|vGq2#1i`LpVF6h8FaC;yoc6M^;Fao^Lb3>2i8DF*qd$<|%2
z|LzGpT&swA%5zkbd@<-|e-4o&fA-Lc%R@tE5pWFbLgYWoWU`tuKjR6$dZC7V37p%h
zDu{p^L4^2>{J1;H8_j3GOjbfM>0<Kh>2RMlTBf<SUWrxOLZkloW30QM*derKJA7V$
z#;V8UaHm>#CH{AI`Bn~b1HqH>XALvf|5<e@op(h(YJ2Ud6m{DHK@ZgLpY0cJYi($D
z=xJg$>1&%tT5fDLg=rNv!ZW8tw=!!F4m~HIeB1BN)tqU2@#sh#s4FT2P6aFvlrX)j
zw)<<hgKt~E%&%w~phayv=KlMnig6U6%`}^YxrYEygSEm~!>&;IfBOXY-K**AEL2J9
z92Q=pxwvyh%N`eA3aHI1QHc36#UWRpOp)cY=-c(WX`f8r$TpRCRN{2f{MFO{?uXQK
z{?*sW6b&(UwG5#OrJ6ZB3_?1Z1gYyk)wd@@eO{s7U73%*n+(tEd?@;8UKThV{6lQF
zyyg;~fE=)p@W<%U@k`U14!(27(TWR2T~f=sPgy)%PapMCyG{bPAcWNZLX{Os2bqd*
z+SD_WRNs(cvwnnsh^yXU9``>B2~*3K5RH2(E%h1C%O1FM0?w*t50TXvM(YtLRvW62
z$2|*6VmUe);+bx}0mGmljqK8AzL)*{pRFisT9b})pzHo`KWK!IWy*gI8Q2OSd1y!D
zQ-A(1I638I{sG(xyQ=v_b+2}g7N-dCi`MFXaBR06LPP0aBzs4pDRuR74?~MEVke0~
z-f8KL)PJiS(O!Gq&zSi9cRhUP0dTnHbF;02f5%mcE6xcL+pPE%&hqers|K>)H1fY=
zVLc7}tNpj+3uSxLVXKM%nI~JNv0DdvmqF`EDqyLJ{}~%-(f_a|txA;~DZ<(3af{jX
z$qg+-|KDHm-O4&@M<tv*E9+eD2rn?CRsJu&66XomeE*Xl+nYHR8u7oQ5tSxNT|1~@
zmSCD89aR!A{m*PeWNaBj$Snf+0xnmg>kXu%S2?<OKDOO%%yFXr&zVui%ABtMZfn;~
zIM;JxP5Ex7vwlYUA$jq;-T)Khzg0lXwVisRDWQFH5KFJWT_H9W!STN<p+7DEWfMhd
zhc(307LW$mn{yQ&&Hv6V)4H>kC~f}lM;}c+2GVeN$Nm=pDZV2mVYH9a>LA%=z4>)C
zRTVV#9O*Gtl+raA1g=DqcitSfS@>^w+GYE08XDFgb>c?P+GSLnI|Z`+c#JBYU4+s!
zpEa_m0JF(X!@L1v#&l5r-T!lV4=D8pVnpg@&uY8qV?uttFi}xm>n9O+YmxoBpPfeb
zS)@Q9)$!T=<t_Vf|0k@?{kDtP_;>mGXgnjVx}qWhODj58wNYkGlkoLu1mZ@4{TZ-h
z_&{iXpZzbZv5!6mqwK)***PDJmm{KEcwNziiM|L)S)6tg*A~*(&BwiurrUQoD`N@V
zCAPqbh|PZS9N~Y)k1K0AfxQg)Zh6azs26f>34FC|Q363?zu?|SJDviMPQCq=Cm$UJ
z)i?TIw%w2^1RL(Ys!_#3>Vf_>P-qkiTME41F75(S4&_Zf@wvV8uT*_wb~3wh?Oe0}
ze58)3!Qho1(peEtAUhr<f8n{AO}}r^$;0`)YvKYD+n}-UMrxN6qC)@X?fHMFdB;|W
zl;kt_1g7o!efu+S(Cy_YPU(z{<rLH)-VAMy_P?voAFC|;x>#0M`h6A7neUV8CT%|T
z>g$3Kd`d&+zZI3+{N!9|xNX5x_1<*Sj~ZQT`(Z@<Fk<Lg6PM|mDd<W~A6@K9@S^jy
znGZgrVqA=GWmd>PTP}>G=Y7nDKwiLo3?%R(2gj*;O^($2J=I91v;5d+I6ptD<GQxp
zd8Y;6U)f}ojTb2OT{v$MAemAAE#-eG{4W{Tg;2k4WKc`vW%wO%I&4AoIpVK@p;ct{
zQqWCgy4@%C*7F@iRTPjrc>vpFUa6lpkCjdw>&Xza`;j(-Oh5YCU_b1?3+h>>YyqNT
z*8pn{O^<_tui_AgU->%@nUb8kkn&;DQq=Xj*Ix!$v`fDD$`t4Qiw=%_{d^53EgK(9
zI<Z+ZiEb*r&#J+ywVC=sA5cN!O97{mE$4Hb<zE;5YI2;ixsB%W|65m-Wo}zm1YrEq
zzu!!o)wu5b-TrCA0L4H_rI{}JV9c>uJdy7-Q*C9{flhwQrJnoqKZ|EV`GS|Y10;H?
zL~?T&!)vOfP($X#)OeJBbz2{V2795?e{llxuICr@{|0FG2r}oUAFpI0WJ=$p;ym@G
zT9#P-IrJgV{{J(?)De9ea3uQ(v^saI+US7fRbZ)03<5buR3IRQI@tjy1H7;1>W=nm
zM-}tLwlY1VfK3($+<@ta(7a214lziD(8S<Q5?WWOQw~>V4!Aw;d$a@GCoF1M24-)d
zFyIesy8=IW<!5XXB|HC&7j)^o;3jP&2dRL1c9v{%prCDv#lVXNhskGcw<kxyw|d5;
zF&C!*P$2#r@Z*)1i$%m;T}({>LjiDK9HF<9?rXh~Z=bM6ZRG?57Wg3GFqT_ADs>aV
zXVV)INoHJf{)n`J2vdsntA|8?%H-)Ol_Lrbuu%W==>OY5HZ6m`^woOG(YVsnsn#ct
zkU_(0tXS?aWo~-l^q}c5YAf6S+3(<oyOp=B*;oMJvb(%oODr(lpm^?}CGi;Fc@LXU
zqk70pxbU7zNpOAX2V0%b+9y7+f-C-QhJ8+;cjMldp-zkYlaB!Is|7G`^y6v)IB%%l
z0CIBrwe5~uEk{a{j;Hm~`f}Ief$A~0eou&dbo0kd=Kk8yF5PyugNCmQ4}*HB)ASaI
zf6<SgA^`y0<0S)gU*-h=%>zZ9@T*V$HILcm(b)pd5El5SKLj+JmB5q(u}}>{ZLvpt
zT2Il8l76@vJ>D(O_TwOk^NWg!et2PVt@9kx6@`x*j!Bq+8WR4N7aHDeAGj7T+zBK{
z8uP%jsmrTJ=phmVS|Tuav?oDKs4W6H{*s1|wfXPF3+;07J2!_TNxAL2i=~GjdE=xm
z+oqnwXXv5NU-l=l83SqD{naZTH_3GWbc7)dy;^$HqTg->Y(EDGgO@xu_h-`<htP5l
z9x_w64&Fxy+fDqUyNcY*YrJ~>-HYB}g?D6#ayTU#q4cd=<}$E1t(VK>w!M`0c!=^Z
zs+XI>ZIt>Zuj)mRcoj=w#^2B>^rbk#G*!nyeelG><_O#<YR}@1)`$ppR06KufGGP1
zG8O}58<kLk2tb()M}G<uqkv;q=h5%ryKo475VdYO`xP5T8m;8o@S&|wBGPU1cbfBK
z#^;@PseNP0lsF1UMOVVXMU7x5C@j@2j*6!9W5byyl)B74{~3sS{QbAbP$Uosg+~^!
z^jj)WGhX&^AcXXPto6p@KKke1%JVZl?9=kP3Dp&ghck;cxZejOJI8Ob9qm?sSkym}
zu&AXG(fRMyTpIhNwG01t>vC&H#_SGtQ4O!7hC|tL8=msPF9_WI?yt6#Lg9Ut>6Qi`
z0VGhpTiFzaFEm5{13>L>&^d)ZopyMy4F>|@pdd+Ji^0pCpLeNnorL|xxzVu>qiPiZ
zgJF}@UBgkkUxBO@ad$q?Q(n_c<-TYqOOKk!)Wacn7DfFUYb(pg{BPNpFa+x|JZ!u@
z#8Qnw>`(5|Syiy)=3w2sM?jhB-b=ain4LLw@#G{a>LL^yfP_^I7*5|LMzXhD4To(<
ztlv*{;mBB?R*^ZCX2i_keOjxVwWaekP%u=lC5S5~I{S1yqSlDV0+U_$Gb9<Vlq?F*
zS-Ws&qlbYEak=ZX_P@>%HuuK3XR`Y&yfOHJYA3ZRz-W0xz3I};Zhjy*Z7Sf>Fl%>g
zK?(Z-`&&HOs)2&hzVXq5jzuGrLS6zd&W?&{F-Ii@EkJH3rd7XU@`%O)sC8H1oRu*c
zjl~^_4Bc)=o=ca#!mBvCg;~p2MIywB6v^)nhz?AwB1u;vJYfr4q8(CT9S~whtr>CV
zMEVK+FrI>ODkMpGQHM+`J^H=!(=E>-?yube>LbxPeM5t7nF4Lm?TU>f(hs-XK5&vq
z--`tCgP2oZxii3)6LM0&rMUmb+tN0_G%+=qSXGu@{zl(th(V_E7OGziEY7P&z{$FD
z?*A5FhWuhYP5N@pOqqe^D~En75mqJaKGc=SV6F3VYUoA}e+zI+A4QuGAHhWWE&C%j
z7XS*eWWAWrGfZu^92!_qDtUD06(G#Si{AM{h)+>P3ugL(^^sB>Ydx>8>amXvf5!LY
z>5OIefS;u^$OT3Ws)C)fd2d`Xo5f0~Zzd^vXH2_uxwT@MZI(_BNC{|5kzv5%Rlc>y
zntFw{OVay%bnXqzb&H?G%Kt?38+FqRj%ZZ$^)M6YfbTE+___vJU|<ZyK=lhFZUIO-
znMSV5Lyk?zM#%PdIvr%}Tv4B24C)vRk9Bus@@VQrva+;}V6!ZnYZ}B!*2C=f1@W?(
zxYPhe^Bh3!{KYuOpMR{E73X09uIRS@skp6e))Do@9qclCD}$BYtV<wwO){N8!3W+f
zT>ZT)%GiRFH_28+|3vv#S~^jyXDDXtIpGiInH{KsS^c@{Cth-otSc8Fz*?EoYe{!p
zZ6Ui4-VWW~rd9<oFQTID0A@l_B|4phj=E%zxu|_W-qs}%*SK+bR!83vbre9K{Vfqz
zZbC|#>ZAg;PbGbZx(4J7*FV}lB}5t>NXhex8OfD|>`%i}m-3?Ns63rd%G*O}(ttq3
z+iH>OmOz4?gpov!hcdm={X{bkL#8l`*B<JJLY?4{53|3$Jg&KULC2rheOo=ik`a;2
zsH7N;(eQ;ejVH~gH-VN~eo-PPzBxL^L?S#>SDSF{S<@adf%sna9H(Q4U>_f3kapWA
zZa8~l{CkR-zr?I5BieR}cEPH3=-;=^%P%`)hg#Z&a*_Q$b*0|~AB8`S0K#&cjm|1R
zp#bKnA!i|_P1Gc5!lbfX`GoL4Gz-*5D$Uww8rX?Lzf4?dIaiG$rvxCki!0Gj={(=^
z`uSQ$Dvc8#nlY0k9;YAkZ$yr&U832GY;jL$u;~|pW?nbj#*pHC{PQ!tF9Sz!?}?c_
z$!f*gP4kM?CUtY+v_){>-&LI{3)lNRH=LV{i%kBb+x_O#k($^SPA{i#%WFq)00PS9
zZ~5j~p`BX=JIvbL9H<Ix{Lnj7cb81&t19UyiH2vea1umwvcKcgzXNpx?3Y^~iD|Ns
z$LX+eU$}x^t+?4=4BQagk7hz~bdqAvu5}7F9FdsvYTvO4mzono@z7SN(U=*6J)l(I
z?tDXx7zF;D6rv!Zl7)X65!;<KFU5HG_u;ZnTIff58KxDn_d2*Rj9eDjHhh_#P*%dx
zIridAVg(#IQqU~*jQ>QN_l#Ba9~b()AGNwnTt7y^)kh=8Jgf1)XAXEZNsdeGs*k|v
zAs^ndhYCdN#s1WkmK5_zi#~-jR*IYJZZe3`xd64<c*^kaI4#?eO?!CzD5KlAV2J3q
z2NK!o+9#9&7ze>0!ha_mnI_wH%Dp9dk{ukuu@-8dJZd=AQP0v7cHA$i9{<7nqrIR)
zzL;<fX05oy<$9}SjG?5JmLD}5-g|H_PUsJr3Sv5}cc=bTF=xxQ?vitFEa5R;k?44f
zKRic7S;e>=Qr;Vsd~vgX-QPLl`GZf%Dj5xi#9mi~d<Rq}i<8wJ9}?4vW861?1BIsW
zFLk%!Q!(|l@T1niU6UoaHql8as4QTFf4Wt?8Pk&{L!cVAzb$!;@+7rL9wHw0G5d5h
zUmd1Li7Q!D@Rt?K{@#1akBx_$6tVZq3xLeMVPyxrY!2L!FQ}^Q%{9S@FtG3^S-7RG
zZL;uaJ<pL0ZzGl@>79SMgbGI=TWn07z>K5I%44Z1`2v=9G6O-wqZ9m|@1|w8h?fUp
zAh9OZbVw%h)=cVqoAd%b0xLg;<oOQs(c(r{befMLz00?a4_3ul-taR<m|TYYep5Ko
zrqo}SzuSf3Gp~im*u9Ko3KOV>pTQ@=+Q06@{=6!C^~)HnUz>z;H*aV(X`&*~j{R`h
zF#kHTGYrNVyXX~^Eo;hD)65m%O{de0P-v$=qUVblctQ+vG$2xj{3KFS`xTK}6W<aV
z!-N)Z;93wb<mA^C=!D!qEzcw<U;Pdvsq-_EsYxck-j(jm3y1*E?C)@;H=~jlapqI^
zWXnI?N$QS;{fWCAqB%DA?K*1{eKHzSxu{M)bDaxI9ExD+Rzy3#HQZQPwOfH!Y<X<1
zyo4$|(;2@dH{E5IZk8y4y^DoID^V3crTQ(dB7>4iI!XcF_Lf2aj@<p(^4Tm<P*~Sh
zNJHowNRuHW<^mk~$Jd|7?2?=V<{XQAnw77o$wIv(%5Jyo!iDRVKbcv`5M8k7&*N_f
zH_xu)q=aeLSyoA}_@zWQ?>Ef<GFOTH;Du_bppFi%;K#c2iU#B2lqn-y=B|fEhor6%
z248l$0r%E@cpCQgotVIN*O~ng#xp_1aGYL6x(&tZiQ?6>N1h8`W{$WC8B2($$>(H%
zwXZBVlhpT>VC)+|=irN`rFgpB`!7?45#w^lebV>t2SH_L%K_<${iUz;jb$m>3~l<j
z;c4!~q#)%V;-;sM6|T22TL!r)20X66Lh^jZhFXe|WNKx50f386RfYH(WseMG!*>4b
zB7{wRB=Obv!p0=w;d&*R)sh_?TuB!;s<7S8)zBsRnG_a7yA;N3&3n3@S6r3fABIUv
z0??94)U$~z<P5F6qGP*v@JF4@^KkHFgh*wo$v|b$FfC@ykC+WHTIf0qGw4OBikgr@
z9{T&4JR(q-+n_U|7Mqe4BgHXTjFio?$Gt<lA&peF&lhZH;#fPd^|G?)MlIRfvi&x8
zEe4DAf%sF^#Lz(P_-lsyY?**s0SeKsbgd0PV(wfEuGlwZ=%%hh_g2aB$kaV{vo!!L
z@97kXu*CqAw?OWNB%_+{1CmkgDYPR=B02P=;Eh%=DMy|uvugLXM#J)T2PJK^2>OcL
z9qi@Bb|QYFoB5KY47sKx{=1(<2#Vb@IbJY$7)=SKVu<Z?XMyp{4k_5tvf(Wx?MvIw
z+%(KILaabWp`oyu{h`APQZft|sc@|x6&=VWANd-MZ1>pPVp5bS-!H<WLR&^fA<u9Z
z{Uq`xw~5p@&8wGJDP`XiYv<!rSTHIcTR)LpzOp(PC6JgGY5IQfx2I*G;mM}Y_xpgw
z@C$Wlp`9Lw{<p@T#hQuFj{Mwe3{{f0bRi<d#;YB64}bFab75mDbbb4aOL9ats;y4R
zG!=OI7BNss1bE^#ujo(dcZ0z=YOymi-R$D$44Gxd<%~?<{j1^a%@e9MgK{AY4Kqv9
zhZ>e<vgJPq5rfW)w9V~YZhm1mlS{E5Tf?NRYC;Uo017G2Ce%}LYs_fnX6Yelk0H@v
z5C1vIh?Ec!QntV%F6+~a@|04&tE1)d{LqSp@8MXC>vGoq+EpA`=>5?Jv#@bm5!lSP
z0j!OC^E~(00q6PFsi&QPk`wcR`g{%_?Bp^dm+hq8Utr_I<b+!mb`?U?E`gFyH{)``
ze$(XCN*BWj{<vPM(`|~;{lsd;?mUwlhYms}6p*dx7DPf@jE9nP(=Nx2O2{T&S<_^c
z{GMzPH`-v+U6F9Pf0c^FH^;kBr{)@{AbY3Yv`Cehx?%JKx!A-osb=u8kK_4OdK;%V
zg48Xz%Lzwz7zg3d${}fo9li}EP4-6hPmE41DA`ACIAQu>RDZW-8au+;ejC}ZkfdjZ
zH*~d%M=9>@!bQwUe2rPjmjJ5t<>Wj*E_?U$cZQ*@tV}nbt#S|j9ictx^pj#5aO!)q
z{O`Ui=J{{><wr6-Zl%ymOQVl6WQz)(j@q~2BZau(nosd_&bmyQds(7z)&i_3&<~OB
zFJkV<(hK35X5uOT#2Wwx?_;FAX~6de5d}sF&z8OK@k^zzW)EXe`4Sl&`-dLXRK{op
z`~Bxj_~~Z{e~65-_Fl>>vw04pxvxt>{#|uakf)<)qe`63(+V>4S}U3lIyx`@&}!20
zp86&CAfco-8-OR%yAr`76WC=zBgV3})}&S7>?yw{^(0T(QHj?tlL?TLD%u<0o=G%F
zc5o1b3?mJhOFxms@E>Uvk0CT6Ogu9-Ec$W}UQX;Bw?u(zJ6P}XPvtCDewS9U{j8>S
zC1*ELXto;;=?8mq#czV<6t?8i2(=~32GbKwHlRf&M3Ty&-|@|5nbdyBc^~{PGdv67
zIp@Z+p$BXnyza1?qg~_N;nlF?Jp1~$V=-wsV}2O1shD{%ePsn#dW2Ggsf`;M{%p0!
zOY|SZ2d-{QYevsd7nkyVo5A1;CQiQ|1U&E=N&?!R0Q%R88Duyct*8Dt6_$+5GE%8=
z`D$HWNU@q3+A{WMoUHe;`Y<SH`p1?RPj1VToMJi&>P*fai*<owf>L_ZpA`*r9FH{{
zpNmBu8{Vs~&cp;Iv%?DO`ls~v1>;@O6b1Wol)P+p^6c`zAYXCF#ln+FZ75-lh<*eq
z$dQa|OjC5@eIvG-wvrs#A`{I5oWs7G<LaG4(-6{X#Ca^#KRn%LwzHNCb~Dr20G&Fk
z^U0r;#H3qQbPL2TEub9qc6Jc%&td67ZTVSm@XVU@Rj%PHFpPA7yF$t0M3LRl={@E=
zHHDmq$~CpVT+CGY0tD136k&%UrvacM3=x)o(U+m-g`hx;Qcc)M*|~<@@&==Ag>%0k
z;f!PRJ6Ka0o+hIncE<EPh@UWqw%du*uS}<_qjTA(?Z!+5ppaHqKZ7D3+!twJ%b~}V
zlx#%l^r@enos`bYQ&rd<lsKLsO!xc{dKk~=!&9+6Pqk7E^z1_3dC2q^z`FzSe8yR3
zDDl+9nCdu!l_7;}g?45@JzIpMTJwf$Y!)q-^eP5RuK|?>J=bB8)$A3P`Wm!i(9Sb(
zyG3PCAsuXEN$|O>b>~}@Z!+!h3};SOL*s$ua0(10Jo_@`!#dhm;^$~@M9n%7gLl?(
zcxZuI>4vs4Q@H5KiQUW3QW(2bQ40+9&^&BZkm-NuDa5=b6$}4@XPOaO7e<nN9)(5q
zgmbZ#-!i4fA1g&47Kf#zi)W&E$v{`8F`GYxGTmf;>|uU{_GDr2@Z2&c7+&Ek^v9Uj
zsxtznr4^~Q&u$h0UVHP)i1jlEy&h(m%uxI6bjxNWnGM7o6DRd8w0q@frOU=<tFn*E
zxg7LR#U?RX_f@8xEHXMXst;N(Z$%_DIK7XLXTgbs2Z0RA7?VZP+j49pH>tt(5op-Z
zX%V?WIJAMi;vK-@^wNy-D?meJHZn67NHH-<w;)zTp7gj#n|mg&zcD{{`!d}+v1^`k
z39?ES!H@8kuWXgL=S+w}w93odO63#RUpUuy^%o{8QuSE$AA85q0Htwom=Jtj9E^jg
zXfWO{J_*(8$rw~ED8X9qU}cS_)h;tmU50Y68Eu&Ifl(dLm>vj6Ma;3XPc=l-ZmAUv
zLmt-bckW&{(f#hqZdS;`$VuIo1R-oY5XK7P9g0bniVQEtNs#DqqQ)w5Duusw1Rj^^
zRCfz*{UJD9`eWH_hdB)oKhB7^f&@3TTt7CC62x{&-2UW6M=>Udtk#|zw{T;np|W4j
zS;umB0+k{WVh59IawF+xSa2VQofUN;S@6%#=t|-jpCo@TJkTJ%=jUPSTm7XL-!4p9
z<!J3!q8|-UodpO~+LjM@Egr>Thi&(}ZPxt-F~@74j_CQ@k5Mizd{xDGHDHxI-`3yJ
z`QtZG2RxGtQL{c{VQ<!nXb>y<lFFwxbposu1-hEH_;do%;@#b0@YBjiW~yzd`lp6?
zB*0UDwH;n`tdCqMqHpN8U;eh>J^yOW{1B=)xmFM9=KZ)*&*k6p7WSoJqCc5Yn%W<W
zQDW_^x&BAn4`<km&^kf_^C2hQ{)-Jsimh9TMOomjf3~Uo#1jIM<&b}U<4BnuN$3r#
zvG2;;-tfg#pfMBuhyphc3D5xl8;%$_nAFvb$G%mNL_|D!B(@q=5n%H7M3`HuOO0S&
zHh|Qd`jc#zJJ=q|{kE$0dWTJ)?>-Bxk4eSFTO(X3M(Z^uJHF@zCvruzGQ+VOd>zsm
zW_z*Vlc>a5NqSX=wIBR&5u7N8=$~O^8fyLmFvZj6+ZKO#<ui%_O1`NN=Xx<W4Zjb+
zr+GFEM|NPVYRhs(5aRMHoJ@Ntlx?3wX9#ZJi{E1oF`W&|60%(9Bb-bSsS7S(Hu9<H
zLP2esfd6`3k-Pul8V?BrEsv%7xq>CVHJ-{u<qig;#Gn^vyH>3=6&qoG0D;w0GEv)W
zT~#r+LqnHk+CEf$q2g-V_GfF_jI1>-K~l>q1xcTw`E<z2%CsF&uRR8RPyn<;LKz1M
zrHO}EI=R8UhtwcKC55FYyviLzJ)M8!kN}={*)+pOuqjeWIV!dl=D^LN2P%O`mfFmE
z3~}2$w+5=Z1W&>751|}-0~gGZ)lE^$#_nbq@1z{WYv3JQn|va0s$k-CJ{G)~vN`i*
zD>hDjb_wSm4e*39uU5olp@7UK5x*_*q26WOj2Mpj(DR8=dIf~}!AmH8V}C6ds&#7i
zM`(!86MK9!B=~uldZb$J7ZC<hWF8KbH-IQ6aeS2H`;$U~SW_J?3JbH2ZN-rtnf(21
zw1}so3RqM5oECB(SkMSdQqkPZr%{B*+9W4$X7a+PQt-H7QYQ7WanH&3@XQ&mUwfZ)
z$9_zdN)I%8>0ZIc_R2O=;Pl0;wV_|60dw84r4DU^CASXlxGL<v=9LKi2uo*J<C$>h
zU!Z=$d!*%UT2EvgJ(j5dU|w(idT~tu#wK?Uuto1*Pi&M8E8;$)Fg6ZyAOK~FMgJ^=
zY)-+S!H)q@IO3>G%mI^boh_wUaI6I<OQzu!+m%li4Rc4Y_Fq*=SxO>*EQ$ym^8$Ts
z{c;`c(OVs;rc3j5;5L$$V2ob=Cz$5L@zV#s+g0+m7;0o1fOOU_=T}@mw6d@AOEv;T
zCZon2b<j{!jAXeYn*>o7svdB0!k>AdHQD9UdYYvg$G~afO>(ut6KvE-&b8Hdz%6|}
zo`~^#N9DfFGBk-}^t$5fqOnL=5(g~Au(@V=kM0)=nS)-458Qx~kT{$1Q(En%W#<6|
zX1<LQ(gKF-eXhp1QA@bLXuW9Ztia1a7rKcP7>QA^R>)$=6o>8t%~7lU)O&Q0yuclx
zg~{DG5B2X$+wf(5J{+31YN^IpMs!MZ`_v{goFs$;oVl<3VbdL8U3x}%McTf90SNNm
z_isZdu#x6e%ZYW0(MhJ<6|8zja4O4G)mb)hd762tNKSI$G9quu*qG8yECqQPh9kG4
z!csLrh!`rWFx?;8RU#gMd?+!tPD3S-K~7GJu2d;&kGVJ(j&lv@23oz$pIO^amT0>Z
zZ~E1vQ0?Xb%7mJe?`$r}s&9nunh+sJy!oH3i}}xylVhfHemTKzMK7fYjXvp+ovm3A
zWM8PgC;q(IejL_?&Vb+@Cd6fhPajE4pXUB6WJiQ6k7e>Ix;e~0pN>jP6O83o-=JHc
zWh~v=0gDoe8K;G*Sme-wY_%*;Aj<Ta3$MG?V<Mei%du9zDXUz`#=uZHfl`3Q?`2`2
z<=5gzI!8ar=K^U1J<sc?15=5|3*n*f3Xn`9ZPmFPIObF8!VAy61xipxjsfWZtfh$C
zI%QXFmr*FI<7fI;%jl(zpyR5)gzKe`6o_fSaZm6^j1ZQ~0nH%dn^l5B|1qJVz~_SB
zAPX0L!>F8M*A3kDlREVV*H0yE_QG`PY>>AGIX;%nXy8-BmA7P!F~jOzEY#b7CG(G~
zR*4Z{fUOle?0y#44Vs$dlh}?3qH3~&B*2ugaM6b!)N}KpCD4*{9+Acapb{DNo3%SC
zx5bSO^(LHCEVr{7=O0eQeo?(zQC5L<1zVr=XjPEJUq2qJM=G!kjgKiLXh>LWw*@*J
zsRQIUad*z7fX+y5<vn-jQl_{WQW;k+<3hgL$8@}I4p1D|d!Fr(AWLNBhq;51XWblh
z?$3v13SLbT(Lp`*hw8R1r(%%Goh(ms-CHxA$GLFz)z`nV>nSk3seXgi?1%2@%TTDc
zj)3~c&p5z+u4ojRD3=%V7syugR5ONu>pXXwCUs&EaqV&PtL8($4n<e-xoa1QlF}+?
z!JA67%@F)q^}ejTtUW|`*o=jiLi-gpA;=LEOCcrLwD*@SeI{F(6EsMQ&PuF-o)`{)
z9U&x$0riUjl@=oZW!^`rkvGmPwcGAsK`NY@q}Juy9K+1|jZp=9#i0Mqac^C#imgDn
z@mmb^T|WY)M%C7ll4z<NrU22w4DDN=BPY^`nbO}_UMYgmyvIhY;oAk3>Xd`^nzs1K
z6h@uC^L}>oo<bevxZrl>Gi6O~HdH7f&d+OvXBeWr=Hj$?{Te!OnCZ%*AL~agV$od&
zw1*ur9cpx|@Qpx38h>M5Qte4=RA=fPaF7y+ARP170;789D=S~PJ41Y<oHay@YCh4$
zmHO3-O1N_UDQO$8{X`!jMiitVjEtn;!dX$LV;adTgFs>oJFfh?3vqSJE<|nw^aypR
zGqz+~wgYfPT8IhhJH>LHA3AkC^jon{B0j}<JMqPg<q65n;r_*o4EPfsn$`+jcTduz
zo@{a_YwDSG{ou=&b2&*SCVGbQ4Q3XcZ~#2Q<^D7~bR#&ipk)&X4;HWJD|AgVcDsn_
z*!FLXbVnKuDZ{;pGDCIpzp58h)V-Js`~Yi|h}?v*H36C(Eei6_+f`p)9<8Lpp>gK3
zk{R3n2DYy&Vw5d%=}UPS93@h)TJ>e&l-!7ZWNzc?2*V!4-0Kl^2}GUZ`{#K_@fCVX
zfS^uS&8@M<WJ>zBOS-$Y5&Ai^5Mok@yj=S7%p`(~C)%`x!}Xa7q140eY5gHwmhH!a
zKjdX@NOV=I==Bdy$iZOUqMSpm?~A6;ewHv+$1uz{K#!LI(9@aC*k!zun)eH=9Ttj>
zjSKx`pIK+f{9Yp?fuDh@xeQNPA{7cv2bYUZ^INB45{){gayLLA#@N=RP177PGk4pX
z!5n+Ey%~ew*6`SOjBK+lYtt%~w5wiQw7=Eecx|E+w>L{A>E|`$Se%t_$t))^HXp~#
ztq&^mLU#B_gwMbX#~;*7J#hn9BGinCK#t7pF#YWnv&q^|qz2mB7G4Q?NwFxV#zD52
zo=VU#(!PF~`7+(PoWdTCMZJb&&hNJD^!f;)usZ3y4aoQ^M_ixGeijQD^@#^7D4=4_
znlw~3lwzFMi4iU{O{UWT$AWIw0NurioVz{ye`L(%R`C7SXaXS3lDM~^JBm9mdXp@Q
zm`JFLw68BWteC4E>_xXV)=#!*`oTZMH2(!oD!sV+sC6;*8dq3(ud9LGc7Ik?FuuPn
zvJ&y66X?N_KZYbjK2t9_qU4dtGCLP@gcvdrdO;(cBqW~zBZ9+x3T*lC8sL`Q03A_}
z#B60BpelXu?}_fjd#w{4YG628R!6N83rH_Gm-tseah6loq&#lvLeF6OrPnW1$~}f>
zId2k!Z*3YMbxg{%(m?@@K>NQ7o!pe@vCn9VDLr(ko+-j-8g#YsC>{Od`NSRM7_5x!
zU`tK6XEK|GQ5u;`#KJS9t3xouj>x`~m)YdbT-mw?8<uYIE~w4L1Ivq8;FnA7h&$>^
z(__#V)r@%4(B=gak&eUM=P=H~Xy2mufmc%~{%aB2^d;c;(fXK*0OH~<=8vYtEl9A$
zQxc}6-j0`UXHy2zOShZC$AP`^)Z_<^YY8)ph&UyA$ON*9$*&hmY~NF@&wwsu0zni%
zAk>S^BF~SQk#MnZxiyUNPacz!t9Mb5mV1+XzVrT^*|El$41=+g=TNo2ifFOps78lp
zu0AA7^AA$UisRWcwg7^-i^JfD8#f@KML*n*KE#F9Q)X*H*h|qqnt2<E0GdT>D&*ez
zNu=a+^zra94pi&<ROoiZ!VpYf#YCorOa&DXwXu-`TH6=TzP)5P9-=X5@Wj(V$s`8v
zLzLjq=2YmWEZ^mTXuh+owjqN}iE)-ZgbvUGo*~@2K}r$MmETyR%Kc9LJmQT=c(>^r
z((9D(5AiFX1Rs_ZB;Y*CAr=CY6qo|9t(~u0IQG2^3`H3Ahq$_r%gExxtTa_ZotX4z
zDe{!ZpP0{lNtUPKD4ecmOq9NdT`n93k$W!%UWf$$29zR2`Bf7^UWJDHFQhan0mc=K
zr=!g)##vr1_X6O3gwZhonTHb~fEMTkT6s?;@k!{O^CMAAsSC|AJ(3M8k6ifWcw!I<
z!sxN#*ByM7J^0JadzSf}zMQqw*Odj=xHoB3^_lbRZ$6MC?M&5|Z|BfL2SJo3rI*EO
z$Ir~{;C>P5)NT%zo=xHL>yq2NN#qi9g$b$1H}eS~?t@tXJ&;s3pA5pd+4Z|-L;H-y
zauP@o>mmB=`bOLz&&pTdx<mq@PUe6OU5iBXSg^@;>h!Y*@MW8!ulrw@?rXCI8|Iu4
zGmWtI{^Vl{K_|W6wv6*{!gI`kMlltYHw#YXJkYr%1!#F8$#U>3jQmoU114|<DTuk7
ziW+&jh!eH*i}DU?wwepIl25X78CAA%0$4%wHZT*J#Ez8o?uUWxW|@AcqIhAU8K5Vq
z5ke~={04|7*PJyajv)c+VjqF)g@&zkQSgOOMZ%~;^T3&Uwp2*gBn7@V`(OL4AImdw
zGQFu6*Q}5}NcUoQ%-AFF+5;LsR`G(rVy<+~<X{vUQsnbQkGN|O2n$w^io~$5$=XF}
zv2@{ejo^=i`JBn;A!CAa2s{Oj<qY(O$o(c2c@FAfhVOdawW^Y+);QGj3k}CtfH+uR
zqymW*Q#{xz=UajTeOZraJ*p82K_Ul8gpAV6>Y2@A`w&N#I$)(I?pU@4$SA3u91^Jt
zKC%Pv){U4AlA9v)Ab2|K5D+OUjSZk0X2wWPlEyCwO3@_|c2d5$fX{%cje8FeleOS@
z$caXH5#7a)s6Zyd@^b-E=Leka+Wx99W308og%S%ucdzJPD5ti>P(kalNm75<iY1iX
z6OaxT6w+PxiG{rky-F74eA8$F3mJF;$eBECNGh9VFr{7;>~dy>XHQ9m8N7p9q|?yr
z_rx@E^y8fYN-GKzt>lNFSP+)p%lV~y@4tool&O&yU>8N7&}=-3t!OP~?z};4HOQd+
zHL)lHW;lfPi$iuY6F{<j8>MQ}E-pq5H@eBs1tt&<SJSkW<kPM|J<2tuieuk7=UkPA
zD5>WZ@ksls6YU=%zd_!1si1~h!m1bg+iYUEuvWYL9NBvsY#-HG$p7}5qNNq9qnWp#
zFD>Gh@)qw_(cChQb<69KKLJdH=U{STI>0z?8>nH)<5e}INEzXM;iO*a)`Fl?GBom7
ztrON*#pt6WsNe{wtWXLB1>@-Vev{FA>kWnRp9bk0>s$Hn`tsKrBjF$hXAC6}k809w
zB!!0ZqG?V~gTZR*bwDM*n%NTot>VQ$+FLW*Od4TvtQkaNQ8RyD^>!>E*nf++u6(Qt
zpep_pxzz3KV#n#t!biYvLC-hskAw#`(JKX_5?4#&h343z?lO{fKlm~|syxnSvLjEy
zFQbaT$8E_&%A)zy&Hc4&1}Unng~d+<2Ap5AN?j|Ht4|Nglv_V#UmnIC2jAPZ_+dy)
zm<o5hQdT|R>bi|F<DO6n852Vh>yer+43Pw67&WUoHwquK6dkR&-no^O0}M`)|A^{M
zQk|hKQLTN@IFwZ`wQw&V|N1n9ttZwG2xF0e(5EkWC?v0=J?UXGryBlwB0FGg5l_&3
z@{#s~LnU&D@pc*f_<l&fg)T2H07d8cjnzS!^7Tt=(hO}#HGl7ozxF4=wc<6bk;vAN
z;m=<kK{cxHOU$L18&Y@A<6Q#^Mw1a!1{RWvT_<8>)d-j$=qO&|1GG!jy^1Xttd8HO
zT0jHM=93r*c>R4G5b`yjOHT|i@#r5*oLG{X)t@fwo*DJ7%|0oI7^S{D8n)!QxnF0q
zD!;DnA<L)AgB#R;9W=mW;nd@}JPs4mEkU^;3?KBrK-*H=;Oeb&@IeQZ;l0lnq(2y1
zzm+?WW5Zc%mL@Ao*G1-`ZOJr3x_I-fJxbd?>8mGh@B=`kRWucGo|CP_E^~l`c4e^w
zW^F%mPiiB%3T!*Wj4~vZ$Rb5km6^@;ywxG)t7jFMr^J3Cbt!=CuI;^&#av3^AwQ=A
z27OeuaPm)D{XGh}9RZ~I9hRl{NaMr(O#vSV?n)teem6BVm3?vPU|(uSc1nu7^r-S2
zlY&ypb@4aH$hTrJFGvNmxvcK%F1N=7DcGWr*-AG9|4@B$7pMRe9)xV@WJorK4K@xL
zS}$GBzyUMC5&8lX<(9*O({Y``JR+WHPuXr)clA4cGlQ<TSC;Pgm-2OsSXt3WDOYc$
z@7JWQ^>p&Y+?4M%YEg<-YaBFi7+8$WpT8(4&fdJcziE3AKWLtuCS^yhXzS+4#=&D6
zz6S+LM*0yYuipopW-P@)OC!Et<KhYQGAB-xF>2z3#}pFAYJmm3gk{GzkZ)8-imFzw
z4wfs5v~N{dvq<ERhRZD4QPaLEFyzEfqIMg!_=d$W5QNz&R3DX}1bLYcpn9TRb$VHJ
z{5p^JX=3HC5-=(D$Z;!kTWV~G--JqxbHxC<&Kwb+25Wh2M_NEn+5IHE+QC{JHJOwe
zf9uAnyhMjJQwm_M4YlD!d$C&RajL;@p(k%<mvVZiTd<`tBoH1EPM|7fqqNDB-%1=Z
zh@DhUa3HF<x*kTKTrvS`gnx}L%<#r|FMPRkQ}<XiL24vYQCyIr<W$j@9~KPuZc&&_
zdwNthF<Y2@$DA7CU?m{lK@@s>J>5np1c(FwEDtb-fub@QslQZb7?6gge#6GZp`I91
zjQc&gcYpD`ctSmjmgMV<b!=L}99J^WzWfQGdZ6hf;DbVbuc&tuSvOt^k2*DqQ!wji
zt&6V|z0`V={|BMfqx?m++d+_eB$1{RU`DE^19&B})<-5Tb52V;k&=FXD9%M<T-rH$
zA47s#^ZjIybL+K7B23nD6}zWHOOcns1C)%#b3$7)rCY2~;aptf9^)jpiIodZX4*t0
z8<&hM6%F2dX8p}PR_0y`fI=G|4{PErD2du;PJrP7=8r^M*OoTh4&k1tJU+GPoWYD4
zu|^VZIp3sRR6T+5h~8=Hx51nD<*|6+H-OwOPON?Gp}p|cffxe|h81X9T4g>)s8da{
z-epHssF61l3));7!QoImsVgGML&2$obYy+5M8P;8lrZJ&N@p9vxWeX9Jovom8EP+Y
z;!K~owp}O#xB_)vQ3-T{b2=vsp<P9HW%3rTiY7G)%gS9&?VkpO(&YPZ3QR9t+*^-(
zsiVUQ#Mt0D;Bh7h$JR`L6Wq*Zgn`g&wfpVyZl&c-trxb->)I7Ro6%XajQa}TOcWV^
zZZxJvjZGE5rSqPl;X@CL#*bJ&It)agpI<!8js}rEkd4G-NASgB9gt3MS9cNMJ{D^S
zB$(T3b`saRP8O{AgwJ}zIwI(Ya8XfKdXbofQ+`ip>)YMp6Q5vf-=2SMi$};}n9+r%
zV%`fm;@5GpHx+wp{ssv3l^+75aa+HsVP#(dfYmrS>O6Ceb0a=IKU^fPhGEJoXEH&_
z+rXyAWKfYko!RpThqGL(F->OzWt2HTt|y4jB>vULY;F%p7%sIs;lyHYJ}qnKBi4o_
zas(riKN94{w9Er_P{EO`o`CQX%{z_{(La(qwz|B1mXZ@iF$kGQ@FjW|WJ4-|;W0iv
zO=Ie<Nf&<E5en-{2-jxlt|ntpevFJsPku#zh;#R9_(dKrswc>|=Jz}ot01A*hsT1o
z6B(0+NWp1w5@XvGBk<ZyP$?3MG_Vh-W#vUS-s}3ArN03hK}q7hIE-D-m?$8vn`@`7
z6x?x~2&+ZvuD-V6RtbtH7|VbJF2BQxWt|ojBnDK@{%0tj>O^7EKvA3V>$Xk!=r5h`
zdNN<S6yaWeJs=7H)tcfRjZPvyk@TqxGM5GD<i#5_cB>LdbZB8u-yYEf-yUo02@xlo
zbzmeXL>MIff)qaS!k@DFNhCqi=uwUP#2lKC?cFJdbZQRMnLWm4==DDlhb#o$?OOC*
z^zW*7zy2wTPU!e+EoF4jf8|fR?(AI)FcZ7ic01GtakUD5)}L0}cn`}Mz%CjAA4>H4
zdJr}$#>qn@b3WE3_*p0K_DT#$Zqh4Jh>sc;Z-)2^x<cOFjDpdV;r7|qk|Q0}Z89cr
zp&F#93QJm@l30V_JZlW<@Z`|GTubyp|1UT!E*+LOxo0e4O$2lK9~0XiPIDe4{E|Pt
zs>Z5HI#25J91yfj4F-m?46N}QKd-ZbaIA->CD`=EaeH>!k(**H!B5|zKQ|Y5aiL>t
zXOc+t!3Q|CLQwOJ(<V~0PryP3R<DX|&<+N*3lX~3g{g5j**M*`-PW5B%Lh<)#BYIU
z)C82y1+2OQPZa6If|rl2fl*<)S-;Mz+2x2l*xRdjuR1{SzFV9liQwk|yd&aqZt=8J
zV^sb|PU9Qt2$WK8freUm)IwZ~JT$6zv*D(5i4DYv_U+ZXmlHNfI%<<Y%f6>uKBsK2
z!|o8_(~32f!eCaseAHVadhMvVSTH&@*D*G>gJc>71+t+b#mJ*wrN!A)x|}DuhWo%w
zCn~NB<7%QZVWePT@Dbi$;TdQIf%V7LOhAs=t5@u2rd<7EMnebN5VD3euxmApYwcQ5
z{|m0Z2l|#?+=!FLIZF}h8ya9D^_1a3KV^ZDj1ennlM#MOgz(cTqI-3rca*dSS^$QG
z@@G~V`d-ZC5Q+q+(3HEJMTb~#80c*Yh&UQ``U?U`BMNIJTd4#^G0fS3RLvMhXBZf(
zycHgA6WRte9;0ZzXBg%*n&Eejh}wS2hF6cxCU%3{1;zan5$W!AfDxeRx-N`9rW+3X
zL;39@q9I+NjHImncTDjKp!Tv-lVofOo91_YGv)T`>gI<u7d`A5K*%3HHsgdB1tQCy
z=fA=!|K26v0#G8|sT5H$Q2$_P;+lF9`8FV22YCZxFg6^=c)6JpEIb{LEM?^Wc@c3Q
z7>~okyS||xOr5GZfvE_7<A`0ug`b5@+J{{SZWU<`g#y*>PL^R6EQG1I8WBvm&Mt3i
z!~Je)<xa8aIaYyElj!dz#qz_IsK@2Df$Aq&?Rj&;k!T5{eDr{GeQZ9dr|7D%^nqCg
z-V}ojVeSGW-f1H3-(Ek}ZES)!b&R#4sbmcM>ho~u@(Sz6DCG8?<d<#{L`oKsoQLsN
zwtaXU%Gk^d3BFl0^m3dEKM9qM`>0I|E0kTAYr6l$0Svd_v(t!btXey{Y7WLw!ws5r
ztP>IwUPt<pS`-Y&V8AxWBd9>kF3%gNMyb3xH5VN<E!$w`)waNpfk|DJgwo7wmpA4&
zAF##p?Ipthaxv$mdUAatODggor^9t+IfO#LrYas?iSTT`*nA4%%t_%(AO1LOF0rgI
zy!q*IO3iO3UGtl?1g40KNO9RFy`$^gGy8fFg+v5Vw)lxh2~|-pCJ)<^0R2_E-&0}g
zewYKF{`#1urAWVK(Hjhm<eUPmT~_HU6{{L}O|OWSX(Yqip&)AKeVw@|P`<6%kD^+!
z<6+)mAduvhWzp_V49B<Ft=s#PcS4g>M%pu>$lXs{v<7ZQ=Qy<&MyE;G&emPpF&O2H
zE}u;FrofLBZY>eV6K7Kmc4n9*d&SCc?XG6@T_}Xw79~1;8CsQ3<>DBy-u4Rq{3ZMZ
z=m&o{^?``yr0i-c(cIhe4g8*%mkSe3`4)f0w_DxS#zh9>#=Y_kZX~N9+n;FliZk5D
zL5<@j=)_`7!Easc=HLuIfgep;yHLC|vkK9jQcb|`E$@eCkaBaXbvp^jB8`PmRWauX
z5Jn6Tg|6d4kyY;h1{X0rpXMg4D`ya<7>)1(hD5gsgh(-wVuR7Rys1qVQVe_aPveL-
zm2$zRpz1s1F#H<TXwnfL@vnZ?r0!7*`O!ieiQdRt$U;>1gyW)_5&?+@qKSqZb5F2s
zTGu^2-86{~@7`FvTpmxhu5W8k(&1CRDavO@f;kUNF+87CJED5nF=&IQo>QbPT9V#o
z9R{!-)c)A{ibKSbo;zZKueP@53TR}<k6zg40@HZO{Dyu8NZlNf(3T3JUD+OXhI~8u
zez;z=#J;lO-P(%nhDoXxdW2+C4C!`9bR(+^6EJOsO5Fo!MUSoK8x<MK6zPdoc>W|-
z$b&{;r6*XjBjL9uazao!0;+G?zCBJKmWBj@$*1Jdcxyq{b*MIx%!uvy4{V9_^^R4u
zS1jwg$rOnOf}^4g`i}3-iVTb9KGLw^u%3|UYs;#xpiRel^8+X3uT}v%0?kC05ew`N
zt1|ByMvPOfUzB7uh{G^rvr)OL*w7rjp=?`W6hHi>Du@t9g4{h0z9T6SfdHe5(tZUz
zfT6#gg|Y^o#L%pv0Io>G`nm*Li?^C6R5@OD<`{hH_b2ani&zGFFm4scaCxj8f}rdG
zgs6x*5;G$x1E?#LPZDlHdm0UZAY1Q~E+=qF+wUR_ha))d7H105gEIGUAAaWCKYy%7
zj{lK=q~Z^K_a}N}TiBe!s2<ScgNg5jZ0lykzdk>hB06-9>J6E5KA<boIlKwmBG>e)
z^|=IQ^ODb*uxnJ)E*~591w<|P*Sj{CZRY)H(?kg{qeMVgF_Te+)A2aq(&Kc_KL*PQ
zn9`Sj#wJ<|^E<ZGM+S_bW58e-wZ~%KwJlH$od_5>3;hray$+uUJ{{z&io<`qO**F=
zlk*^dTiw(T@Glwu)1Ue2Bd~2!g4!`q73if?!Fd4JCHS^AIa710snpF?Ij2A6i|pmo
zM2;H+#`4DpSmYL2lP2!GXV>k-7yeDuW0{RYv%KXH4GF)$CqWdl{01IC;LhWTlMa_D
zp{?Sudga~gB)G@a`O63D3;pH|Ydu|j>NoZU8R=UYnf@CVF1Z=H6q3Y)i?o}Bt);(&
zAkenPi*63<lpVK-9biU3-5+=4fZh#TfZS0ihrBto4)OhZ2VwK<6$r~Fg?jMA=Q|^|
zh>!2jHGI2i!KCA+sfHV^Nr=Iqxt36a)VsQcin3ZOQzFN9e~m#*oAB^}*9~Ah#309M
zsRE=>(&4QkbF)S$iB*8HTq^n@?N!CPq7YDtER^*_xmTeIB075Y2j6!Ut2jjS@6gTJ
z&TSOy&RGmWrM{7`ELQH#0XC1XqTnkD(ujTils@hww{oNMVk^uiI4_b62O#f*XMj|;
zMv-^g^}*yd<yVG-M0EiOr0@<9M>F%J(m>Iy7RQ29=^Kc~y%=D?xPWujCaP@AmIHuD
zDj^ia#yu~lOtguoMGrTT1CbL&FH$E7gi!xrqdhmTe<WDT0b;)1py(&VZ)vB=61RSa
z=x!T;>W}wbfcoA6H`wAZu-9&WydHMq3MXo9-6=y@&og%$fPMj!b8M~G0=G+~5?_I-
zyj?*ap%*QGT$Qs#fI(2}jH<;60g)|WjIg@`s@uPt>eSvP20W)gVH_?T2n^*_)E#L;
zAak)FVxSN_=ql{`8YTM$WCY;HjQooZlX6s}!+;rYK?72M0|)J%gBQT)cU3n6Cm`tL
z&Tr^!t#<4jA&t&S2c2N)Kke~fd=hi@NOhGzqV(scQ)mAiA)ncrbOloBsLeM+>mdY^
z9A+DAKUI!K#%cY-KW2i}#2LZEPCVz<g>SP+3%!7b8WuUA6GAl?*~zeA@MF7+XiM7_
z+39~nUcl2t`T_tYUK`Qhzj|gaH9gmYRR(||&t(8N5W%ooT6LA8_dDfuCeBnCjpo&d
zXDxpx8mInGH)sFO^cu(UJWs@S7$Itt!i*)UlkLbFwh>~|X4gc@@et9uG8JiwnLM6~
zav7C8EKw|_BnJ~JWtSbXquP*%lqJn{qH}*c|HQe@&%3tow(ou4-~0Z2-mh0IO97J)
z-zZ82w<RB2BFHGPCn6ghWrJRkdYXa-#KiNA*e8EC(lw@y2p)M@>5DwTcJSiPL4@i8
z$)_u(siLUl)bln@f%VWlfH05Du3?Z!K>?myPc~;+I!BT}NM`=HDJ>1~q6MlhRF}~Z
za6#NGE?Qj4N;ckIAr|K-9z%|Y1R+=y=OLp=9yb5$12<ziFYVUjrRND9*7^9KAVhNH
z`+|X0aDRAtsxo_Wps%dhHc&oQyKGc`k@*)C`AF?I)ovYYH4U9Wb9(7VG_Br3^xiBu
z>V3LG53m7iSqhYa>7fJ4|9Y~4e?*wF&^t~>DZ_;m?@w2iMz~8_S-}}IfV;5zQ7M1f
zCXqZF?=9lBx478vlQ%t5$#d@L*h?kKcUm8G@dM*ZKB%n80M3~=7dp4R!*rhKowv>m
z#4k&y=!c{s5C@C@mz=BD7l?Juj4t(K3=jnFy4A;Cbze{hq}tV;0DH+!AZqCV9UE57
zBxdr=fo?alQ?TGWMT@M)YgOqla3{>Sb1XaWE7{>omaY6;&G_Ugx18-?Kv_IzD3>Gf
z!uGJkT(RwXep`^DD4_!wSBPF8u((+Hj_gLAg6|;|X76r2#&$*!N{=+trwiO(yAzk8
zn*0vHwT?M5QY^j)^?2&2C(#T+hRb$;kUd<^gr8-XMx#6(;|Xeht5>Dm6i#2m>Fw=}
z8k=%tETz8Aip{KmPA)&1WZn7e*XxPRbx-x5li!0<4zobWkm%1o84Vst<h|Od_OA0S
zuB9;S1wXeBLfoOg3kvWj|H)cD3HM`Thc6YvorA}@qPFo&^nF-pK2V9g6PQd>(@l$x
zc-U2$19gtiF`C7hwcZ&l&?Nk{ff;64kDYuGb?sF&KstD$m{DoG>`Zr%Pft1ZbaS)l
zcWSJ_YbbYdlVv#QQf2Gun^-)bdIkB6H1fe*z+VRCbAJ^`*_b8ojL}TF3VZ}{ub^W>
z0ebe$=;vb7k!^+5lqvHDYvima@4P}EJ)<ygoIKsfB4%v7x&rA7T&JS)SG?|-At)!b
z9_l8h($__%v@_Qmv<fPb3O*s5mS*UW^`wm>4J~)N@ZK~o`huBQX%lhrrMp!>I8!)Q
zX}I(?kiG>RdSS4K8$2I8ee255_1-tAiS)Kw+Sedo(Lm5IQ6bKA)~{(JkqD)C#$7$`
zAQY{XZ>jf4SPoul<qpk$Mf-jlR4Tc*YxaZwr+j6F{n&1Ss48MXzg27s*qN=i{iyE<
zCyY$xwc!Ljo9jhFq+I5rI-auCAM!#pP58S=_MDR2+alK7842q1NbYHgv<MjS$Ti<)
zZ=!SeAkt0BNB^+WlvMkW%W-L8JJmMC(8)&$3Vt9-^hjp@36dU>n|`g`FZ!GUYI|9L
zYw!LxfLG@!+=v%%<0FcA$J<`)sw`^CwjCq%wm7KsJ-cwybU6x=8yrjwc{s^LGv*$=
zuRq#rQ`|MES8sHUk8@wVI&jy!B<biVLg4`40mgoy-SJS6iE;O_gdX?Nn*hU<zW7<5
z<75Ce<~mKtqrDxH%LOxjCJ!9P2$4?%=L4UdH#17E?1&AWOAuNNf2n9(pRjf5VI2G@
z$f-R+JCITzy+22`dFH=UyLPQ`Mjn>LY;mP;R)ePPO2q`om|Kmi)wsHYo?isQkRzbN
znKY5n$0w!KSbKc4-Q628n<}ZdaqZH+$ILn3x1UcNw<i)BwbX`m!l|3JS68V_5mH?=
z3*2{c75FrG9edHXnJ6sk<SjOwj}pRQPD$Y*jOZKtW&Xc7yr$u^HIN^*mO97PF<xN*
zQ7PGo+P4*6JszBdUwFAY9N1X~-ZLsqWBlKux-ew28%F=yiP4S?(6@D=Q0orEFQqLE
zcppT%-zx5jwQ<?=-exsNbsC?Z+ip#UStL?rhU!Rv)VUy-1n^rw$K97@-XYsgq}76v
zg4QV8D2map&b)WAt;Sdb#T=F!C1518xnfOt1&qeP?A7mbq|)lg2%bU?DjvGz0)<g`
z_$}oIoO@RArJgUT!@-<lLKJmq2BLbrLL8rsMq!4aZPZ9sGyEo@u&j+A2)(cW`iCEq
r3+``@-CfY@|7TCwf83F_m#A{5DD;}rhOtthoLfcl^dr?14{-hgAvhN>

literal 0
HcmV?d00001

diff --git a/build.cmd b/build.cmd
new file mode 100644
index 0000000..24cd15f
--- /dev/null
+++ b/build.cmd
@@ -0,0 +1,13 @@
+echo WARNING: THIS WILL OVERWRITE app.py WITH A CONVERTED VERSION OF THE .UI FILE.
+
+set /p INPUT=Continue? [y/n]
+
+If %INPUT%=="y" goto yes 
+If %INPUT%=="n" goto no
+
+:yes
+pyuic5.exe -x .\app.ui -o app.py
+exit
+
+:no
+exit
diff --git a/crds_calc.py b/crds_calc.py
new file mode 100644
index 0000000..f2b66af
--- /dev/null
+++ b/crds_calc.py
@@ -0,0 +1,112 @@
+import numpy as np
+from scipy.signal import find_peaks, correlate
+
+def spaced_groups(
+    x_data: np.array,
+    y_data: np.array,
+    group_len: float,
+    peak_minheight: float,
+    peak_prominence: float,
+    sma_denom: int
+):
+    """
+    Use SpacedGroups algo to separate groups
+
+    Returns 2D array of raw data; every other group
+    """
+
+    # Helpers
+    def t2i(t): # STATIC time to index
+        delta_t = abs(x_data[0] - t)
+        timestep = abs(x_data[1] - x_data[0])
+        return int(delta_t / timestep)
+
+    def t2i_range(t): # time to index RANGE (just get the delta)
+        timestep = abs(x_data[1] - x_data[0])
+        return int(t / timestep)
+
+    def moving_average(x, w):
+        return np.convolve(x, np.ones(w), 'valid') / w
+
+    def isolate_group(i):
+        i_min = i - t2i_range(group_len)
+        i_max = i + t2i_range(group_len)
+        return y_data.tolist()[i_min:i_max]
+    
+    # Detect peaks w/ averaged data
+    x_data_av = np.delete(x_data, [range(int(sma_denom / 2))])
+    x_data_av = np.delete(x_data_av, [range(len(x_data)-int((sma_denom / 2) - 1), len(x_data_av))])
+    y_data_av = moving_average(y_data, sma_denom)
+    peak_indices = find_peaks(y_data_av, height=peak_minheight, prominence=peak_prominence) # Get indices of all peaks
+
+    peaks = []
+    for p in peak_indices[0]: # Get x-values of all peaks
+        peaks.append(x_data[p])
+
+
+    # Group peaks together
+    peak_groups = [[]]
+    group_index = 0
+    for i in range(len(peaks)):
+        item = peaks[i]
+        next_item = 0
+        prev_item = item-10
+        try:
+            next_item = peaks[i+1]
+            prev_item = peaks[i-1]
+        except:
+            pass
+
+        peak_groups[group_index].append(item)
+
+        # Removed overlapping peak checks; don't really need that anymore
+        if abs(next_item - item) >= group_len: # Check if far enough away for new group
+            peak_groups.append([])
+            group_index += 1
+
+    for g in peak_groups: # empty group check
+        if len(g) == 0:
+            peak_groups.remove(g)
+
+    peaks_init = [] # Get peaks[0] for every group
+    for g in peak_groups:
+        peaks_init.append(g[0])
+
+    # Isolate group data
+
+    groups_raw = [] # NOTE: Only contains every other group
+    for p in peaks_init:
+        if peaks_init.index(p) % 2 == 0:
+            groups_raw.append(isolate_group(t2i(p)))
+        else:
+            pass
+    
+    return groups_raw
+
+def correlate_groups(groups_raw):
+    """
+    Overlay groups using `scipy.correlate`.
+
+    Returns 2D array of overlayed groups
+    """
+
+    # Compare groups (scipy correlate)
+
+    group_base = np.array(groups_raw[0])
+    groups_adjusted = [group_base]
+    for x in groups_raw[1:len(groups_raw)-1]:
+        # calculate how much to shift
+        corr = correlate(group_base, np.array(x))
+        shift = corr.tolist().index(max(corr))
+
+        # adjust alignment to fit on top of base group
+        diff = shift - len(x)
+        if diff < 0:
+            for i in range(abs(diff)):
+                x.pop(0)
+        elif diff > 0:
+            x = [0 for i in range(abs(diff))] + x
+
+        groups_adjusted.append(x)
+
+    return groups_adjusted
\ No newline at end of file
diff --git a/memdb.py b/memdb.py
new file mode 100644
index 0000000..108d253
--- /dev/null
+++ b/memdb.py
@@ -0,0 +1,10 @@
+from sqlitedict import SqliteDict
+
+class ModSqliteDict(SqliteDict):
+    def __init__(self):
+
+        # Initialize in-memory db
+        self.filename = ':memory:'
+        super().__init__()
+
+mem = ModSqliteDict()
\ No newline at end of file
diff --git a/widgets.py b/widgets.py
new file mode 100644
index 0000000..a24e57b
--- /dev/null
+++ b/widgets.py
@@ -0,0 +1,243 @@
+import numpy as np
+from pandas import read_csv
+import matplotlib
+matplotlib.use('Qt5Agg')
+from matplotlib.backends.backend_qt5agg import FigureCanvasQTAgg, NavigationToolbar2QT as NavigationToolbar
+from matplotlib.figure import Figure
+import crds_calc
+import PyQt5
+from PyQt5 import QtWidgets, QtCore
+from memdb import mem
+import pathlib
+
+# Helper functions
+
+def display_warning(message: str):
+    msg = QtWidgets.QMessageBox()
+    msg.setIcon(QtWidgets.QMessageBox.warning)
+    msg.setText("Warning")
+    msg.setInformativeText(message)
+    msg.setWindowTitle("Warning")
+    msg.exec_()
+
+def display_error(message: str):
+    msg = QtWidgets.QMessageBox()
+    msg.setIcon(QtWidgets.QMessageBox.Critical)
+    msg.setText("Error")
+    msg.setInformativeText(message)
+    msg.setWindowTitle("Error")
+    msg.exec_()
+
+# Create global object to send signals
+
+class Global(QtWidgets.QWidget):
+    grouping_algo_changed = QtCore.pyqtSignal()
+    csv_selected = QtCore.pyqtSignal()
+    correlation_complete = QtCore.pyqtSignal()
+    fitting_complete = QtCore.pyqtSignal()
+globj = Global()
+
+# Menu definitions
+
+class file_menu(QtWidgets.QMenu):
+    def __init__(self, x):
+        super().__init__(x)
+        open_csv = QtWidgets.QAction("Open CSV File", self)
+        open_csv.setShortcut("Ctrl+O")
+        open_csv.triggered.connect(self.select_csv)
+        self.addAction(open_csv)
+
+    def select_csv(self):
+        filename, _ = QtWidgets.QFileDialog.getOpenFileName(self)
+        data = read_csv(filename, comment="%", delimiter=";").to_numpy()
+        mem['x_data'] = data.transpose()[0]
+        mem['y_data'] = data.transpose()[1]
+        try:
+            mem['v_data'] = data[2].transpose()
+        except IndexError:
+            display_error('No voltage column detected. Functionality will be limited.')
+
+        globj.csv_selected.emit()
+
+class help_menu(QtWidgets.QMenu):
+    def __init__(self, x):
+        super().__init__(x)
+        visit_repo = QtWidgets.QAction("Go to GitHub Repo", self)
+        visit_repo.triggered.connect(self.go_to_repo)
+        self.addAction(visit_repo)
+
+    def go_to_repo(self):
+        PyQt5.QtGui.QDesktopServices.openUrl(QtCore.QUrl('https://github.com/turtlebasket/crds-time-analyzer'))
+
+# Inputs / Parameter boxes
+
+class combo_grouping_algo(QtWidgets.QComboBox):
+    def change(self):
+        mem['grouping_algo'] = self.currentIndex()
+        globj.grouping_algo_changed.emit()
+    def __init__(self, x):
+        super().__init__(x)
+        self.currentIndexChanged.connect(self.change)
+
+class config_area(QtWidgets.QStackedWidget):
+    def __init__(self, x):
+        super().__init__(x)
+        self.setCurrentIndex(0)
+        globj.grouping_algo_changed.connect(lambda: self.setCurrentIndex(mem['grouping_algo']))
+
+class spin_min_voltage(QtWidgets.QDoubleSpinBox):
+    def changeVal(self, val):
+        mem['min_voltage'] = float(val)
+    def __init__(self, x):
+        super().__init__(x)
+        mem['min_voltage'] = float(self.value())
+        self.textChanged.connect(self.changeVal)
+
+class spin_group_len(QtWidgets.QDoubleSpinBox):
+    def changeVal(self, val):
+        mem['group_len'] = float(val)
+    def __init__(self, x):
+        super().__init__(x)
+        mem['group_len'] = float(self.value())
+        self.textChanged.connect(self.changeVal)
+
+class spin_peak_len(QtWidgets.QDoubleSpinBox):
+    def changeVal(self, val):
+        mem['peak_len'] = float(val)
+    def __init__(self, x):
+        super().__init__(x)
+        mem['peak_len'] = float(self.value())
+        self.textChanged.connect(self.changeVal)
+
+class spin_min_peakheight(QtWidgets.QDoubleSpinBox):
+    def changeVal(self, val):
+        mem['peak_minheight'] = float(val)
+    def __init__(self, x):
+        super().__init__(x)
+        mem['peak_minheight'] = float(self.value())
+        self.textChanged.connect(self.changeVal)
+
+class spin_min_peakprominence(QtWidgets.QDoubleSpinBox):
+    def changeVal(self, val):
+        mem['peak_prominence'] = float(val)
+    def __init__(self, x):
+        super().__init__(x)
+        mem['peak_prominence'] = float(self.value())
+        self.textChanged.connect(self.changeVal)
+
+class spin_moving_average_denom(QtWidgets.QSpinBox):
+    def changeVal(self, val):
+        mem['moving_avg_denom'] = int(val)
+        print(isinstance(val, str))
+    def __init__(self, x):
+        super().__init__(x)
+        mem['moving_avg_denom'] = float(self.value())
+        self.textChanged.connect(self.changeVal)
+
+class equation_view(QtWidgets.QGraphicsView):
+    def __init__(self, x):
+        super().__init__(x)
+        pix = PyQt5.QtGui.QPixmap(f"{pathlib.Path(__file__).parent.resolve()}/assets/eq2.png")
+        item = QtWidgets.QGraphicsPixmapItem(pix)
+        item.setScale(0.15)
+        scene = QtWidgets.QGraphicsScene()
+        scene.addItem(item)
+        self.setScene(scene)
+
+class correlate_button(QtWidgets.QPushButton):
+    def calc(self):
+        groups_raw = None
+        try:
+            if (mem['grouping_algo'] == 0):
+                display_error('VThreshold not yet implemented.')
+            elif (mem['grouping_algo'] == 1):
+                groups_raw = crds_calc.spaced_groups(
+                    mem['x_data'],
+                    mem['y_data'],
+                    mem['group_len'],
+                    mem['peak_minheight'],
+                    mem['peak_prominence'],
+                    mem['moving_avg_denom']
+                )
+
+            mem['groups_correlated'] = crds_calc.correlate_groups(groups_raw)
+            globj.correlation_complete.emit()
+
+        except KeyError:
+            display_error('Failed to correlate. Did you import a data file & set parameters?')
+
+
+    def __init__(self, x):
+        super().__init__(x)
+        self.pressed.connect(self.calc)
+
+class fit_button(QtWidgets.QPushButton):
+    def fit(self):
+        print("hi")
+    def __init__(self, x):
+        super().__init__(x)
+        self.pressed.connect(self.fit)
+
+
+# Graph stuff
+
+class graph_tab(QtWidgets.QTabWidget):
+    def __init__(self, x):
+        super().__init__(x)
+        globj.csv_selected.connect(lambda: self.setCurrentIndex(0))
+        globj.correlation_complete.connect(lambda: self.setCurrentIndex(1))
+        globj.fitting_complete.connect(lambda: self.setCurrentIndex(2))
+
+class MplCanvas(FigureCanvasQTAgg):
+    def __init__(self, parent=None, width=5, height=4, dpi=100):
+        fig = Figure(figsize=(width, height), dpi=dpi)
+        self.axes = fig.add_subplot(111)
+        fig.tight_layout()
+        super(MplCanvas, self).__init__(fig)
+
+class base_graph(QtWidgets.QWidget):
+    """
+    Widget with embedded matplotlib graph & navigation toolbar
+
+    Reference: https://www.mfitzp.com/tutorials/plotting-matplotlib/
+    """
+
+    canv = None
+
+    def __init__(self, x):
+        super().__init__(x)
+        self.canv = MplCanvas(self)
+        # Example
+        # canv.axes.plot([0,1,2,3,4], [10,1,20,3,40])
+        toolbar = NavigationToolbar(self.canv, self)
+        layout = QtWidgets.QVBoxLayout()
+        layout.addWidget(toolbar)
+        layout.addWidget(self.canv)
+        self.setLayout(layout)
+
+    def plot(self):
+        self.canv.axes.plot(mem['x_data'], mem['y_data'])
+
+    def plot_full(self):
+        self.canv.axes.clear()
+        self.plot()
+        self.canv.draw()
+        print("attempted plot")
+
+class rawdata_graph(base_graph):
+    def __init__(self, x):
+        super().__init__(x)
+        globj.csv_selected.connect(self.plot_full)
+
+class peaks_graph(base_graph):
+    def __init__(self, x):
+        super().__init__(x)
+        globj.correlation_complete.connect(self.plot_full)
+
+    def plot(self):
+        for i in mem['groups_correlated']:
+            self.canv.axes.plot(i)
+
+
+class timeconstant_graph(base_graph):
+    pass
\ No newline at end of file