From 11ba7e6cf6fa8554384d75c4b1ad3b0da7c2af58 Mon Sep 17 00:00:00 2001
From: Alejandro Marrero <alemarrerodiaz@gmail.com>
Date: Fri, 1 Apr 2022 13:00:04 +0100
Subject: [PATCH 01/23] =?UTF-8?q?=F0=9F=9A=A7=20Updating=20the=20code?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 CMakeLists.txt |  10 ++++
 dbscan.cpp     |  92 -----------------------------
 dbscan.h       | 156 ++++++++++++++++++++++++++++++++++++++++---------
 main.cpp       |  55 ++++++++---------
 4 files changed, 163 insertions(+), 150 deletions(-)
 create mode 100644 CMakeLists.txt
 delete mode 100644 dbscan.cpp

diff --git a/CMakeLists.txt b/CMakeLists.txt
new file mode 100644
index 0000000..696743b
--- /dev/null
+++ b/CMakeLists.txt
@@ -0,0 +1,10 @@
+cmake_minimum_required(VERSION 3.0.0)
+project(DBSCAN LANGUAGES C CXX VERSION 0.1.0)
+
+set(CMAKE_CXX_STANDARD 20)
+set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -std=c++20 -lstdc++fs -O3 -ffast-math -Wall -march=native -mtune=native")
+
+
+add_library(DBSCAN DBSCAN.cpp)
+
+add_executable(example main.cpp)
diff --git a/dbscan.cpp b/dbscan.cpp
deleted file mode 100644
index eea77f8..0000000
--- a/dbscan.cpp
+++ /dev/null
@@ -1,92 +0,0 @@
-#include "dbscan.h"
-
-int DBSCAN::run()
-{
-    int clusterID = 1;
-    vector<Point>::iterator iter;
-    for(iter = m_points.begin(); iter != m_points.end(); ++iter)
-    {
-        if ( iter->clusterID == UNCLASSIFIED )
-        {
-            if ( expandCluster(*iter, clusterID) != FAILURE )
-            {
-                clusterID += 1;
-            }
-        }
-    }
-
-    return 0;
-}
-
-int DBSCAN::expandCluster(Point point, int clusterID)
-{    
-    vector<int> clusterSeeds = calculateCluster(point);
-
-    if ( clusterSeeds.size() < m_minPoints )
-    {
-        point.clusterID = NOISE;
-        return FAILURE;
-    }
-    else
-    {
-        int index = 0, indexCorePoint = 0;
-        vector<int>::iterator iterSeeds;
-        for( iterSeeds = clusterSeeds.begin(); iterSeeds != clusterSeeds.end(); ++iterSeeds)
-        {
-            m_points.at(*iterSeeds).clusterID = clusterID;
-            if (m_points.at(*iterSeeds).x == point.x && m_points.at(*iterSeeds).y == point.y && m_points.at(*iterSeeds).z == point.z )
-            {
-                indexCorePoint = index;
-            }
-            ++index;
-        }
-        clusterSeeds.erase(clusterSeeds.begin()+indexCorePoint);
-
-        for( vector<int>::size_type i = 0, n = clusterSeeds.size(); i < n; ++i )
-        {
-            vector<int> clusterNeighors = calculateCluster(m_points.at(clusterSeeds[i]));
-
-            if ( clusterNeighors.size() >= m_minPoints )
-            {
-                vector<int>::iterator iterNeighors;
-                for ( iterNeighors = clusterNeighors.begin(); iterNeighors != clusterNeighors.end(); ++iterNeighors )
-                {
-                    if ( m_points.at(*iterNeighors).clusterID == UNCLASSIFIED || m_points.at(*iterNeighors).clusterID == NOISE )
-                    {
-                        if ( m_points.at(*iterNeighors).clusterID == UNCLASSIFIED )
-                        {
-                            clusterSeeds.push_back(*iterNeighors);
-                            n = clusterSeeds.size();
-                        }
-                        m_points.at(*iterNeighors).clusterID = clusterID;
-                    }
-                }
-            }
-        }
-
-        return SUCCESS;
-    }
-}
-
-vector<int> DBSCAN::calculateCluster(Point point)
-{
-    int index = 0;
-    vector<Point>::iterator iter;
-    vector<int> clusterIndex;
-    for( iter = m_points.begin(); iter != m_points.end(); ++iter)
-    {
-        if ( calculateDistance(point, *iter) <= m_epsilon )
-        {
-            clusterIndex.push_back(index);
-        }
-        index++;
-    }
-    return clusterIndex;
-}
-
-inline double DBSCAN::calculateDistance(const Point& pointCore, const Point& pointTarget )
-{
-    return pow(pointCore.x - pointTarget.x,2)+pow(pointCore.y - pointTarget.y,2)+pow(pointCore.z - pointTarget.z,2);
-}
-
-
diff --git a/dbscan.h b/dbscan.h
index c0a75a1..11106cc 100644
--- a/dbscan.h
+++ b/dbscan.h
@@ -1,8 +1,8 @@
 #ifndef DBSCAN_H
 #define DBSCAN_H
 
-#include <vector>
 #include <cmath>
+#include <vector>
 
 #define UNCLASSIFIED -1
 #define CORE_POINT 1
@@ -13,38 +13,140 @@
 
 using namespace std;
 
-typedef struct Point_
-{
-    float x, y, z;  // X, Y, Z position
+template <typename T = float>
+struct Point {
+    T x, y, z;      // X, Y, Z position
     int clusterID;  // clustered ID
-}Point;
+};
 
+template <typename T = float>
 class DBSCAN {
-public:    
-    DBSCAN(unsigned int minPts, float eps, vector<Point> points){
-        m_minPoints = minPts;
-        m_epsilon = eps;
-        m_points = points;
-        m_pointSize = points.size();
-    }
-    ~DBSCAN(){}
+   public:
+    DBSCAN(const unsigned int& minPts, const float& eps,
+           const vector<Point<T>>& points);
+    ~DBSCAN() = default;
 
     int run();
-    vector<int> calculateCluster(Point point);
-    int expandCluster(Point point, int clusterID);
-    inline double calculateDistance(const Point& pointCore, const Point& pointTarget);
-
-    int getTotalPointSize() {return m_pointSize;}
-    int getMinimumClusterSize() {return m_minPoints;}
-    int getEpsilonSize() {return m_epsilon;}
-    
-public:
-    vector<Point> m_points;
-    
-private:    
-    unsigned int m_pointSize;
+    vector<int> calculateCluster(Point<T> point);
+    int expandCluster(Point<T> point, int clusterID);
+    inline double calculateDistance(const Point<T>& pointCore,
+                                    const Point<T>& pointTarget);
+
+    int getTotalPointSize() { return m_pointSize; }
+    int getMinimumClusterSize() { return m_minPoints; }
+    int getEpsilonSize() { return m_epsilon; }
+    const vector<Point<T>>& getPoints() { return m_points; }
+
+   private:
     unsigned int m_minPoints;
     float m_epsilon;
+    unsigned int m_pointSize;
+    vector<Point<T>> m_points;
 };
 
-#endif // DBSCAN_H
+template <typename T>
+DBSCAN<T>::DBSCAN(const unsigned int& minPts, const float& eps,
+                  const vector<Point<T>>& points)
+    : m_minPoints(minPts), m_epsilon(eps) {
+    m_pointSize = points.size();
+    m_points = points;
+}
+
+template <typename T>
+int DBSCAN<T>::run() {
+    int clusterID = 1;
+    vector<Point<T>>::iterator iter;
+    for (iter = m_points.begin(); iter != m_points.end(); ++iter) {
+        if (iter->clusterID == UNCLASSIFIED) {
+            if (expandCluster(*iter, clusterID) != FAILURE) {
+                clusterID += 1;
+            }
+        }
+    }
+    return 0;
+}
+
+template <typename T>
+int DBSCAN<T>::expandCluster(Point<T> point, int clusterID) {
+    vector<int> clusterSeeds = calculateCluster(point);
+
+    if (clusterSeeds.size() < m_minPoints) {
+        point.clusterID = NOISE;
+        return FAILURE;
+    } else {
+        int index = 0, indexCorePoint = 0;
+        vector<int>::iterator iterSeeds;
+        for (iterSeeds = clusterSeeds.begin(); iterSeeds != clusterSeeds.end();
+             ++iterSeeds) {
+            m_points.at(*iterSeeds).clusterID = clusterID;
+            if (m_points.at(*iterSeeds).x == point.x &&
+                m_points.at(*iterSeeds).y == point.y &&
+                m_points.at(*iterSeeds).z == point.z) {
+                indexCorePoint = index;
+            }
+            ++index;
+        }
+        clusterSeeds.erase(clusterSeeds.begin() + indexCorePoint);
+
+        for (vector<int>::size_type i = 0, n = clusterSeeds.size(); i < n;
+             ++i) {
+            vector<int> clusterNeighors =
+                calculateCluster(m_points.at(clusterSeeds[i]));
+
+            if (clusterNeighors.size() >= m_minPoints) {
+                vector<int>::iterator iterNeighors;
+                for (iterNeighors = clusterNeighors.begin();
+                     iterNeighors != clusterNeighors.end(); ++iterNeighors) {
+                    if (m_points.at(*iterNeighors).clusterID == UNCLASSIFIED ||
+                        m_points.at(*iterNeighors).clusterID == NOISE) {
+                        if (m_points.at(*iterNeighors).clusterID ==
+                            UNCLASSIFIED) {
+                            clusterSeeds.push_back(*iterNeighors);
+                            n = clusterSeeds.size();
+                        }
+                        m_points.at(*iterNeighors).clusterID = clusterID;
+                    }
+                }
+            }
+        }
+
+        return SUCCESS;
+    }
+}
+
+/**
+ * @brief Calculates the clusters in the points
+ *
+ * @param point
+ * @return vector<int>
+ */
+template <typename T>
+vector<int> DBSCAN<T>::calculateCluster(Point<T> point) {
+    int index = 0;
+    vector<Point<T>>::iterator iter;
+    vector<int> clusterIndex;
+    for (iter = m_points.begin(); iter != m_points.end(); ++iter) {
+        if (calculateDistance(point, *iter) <= m_epsilon) {
+            clusterIndex.push_back(index);
+        }
+        index++;
+    }
+    return clusterIndex;
+}
+
+/**
+ * @brief Calculates the distance between two 3d points
+ *
+ * @param pointCore
+ * @param pointTarget
+ * @return double
+ */
+template <typename T>
+inline double DBSCAN<T>::calculateDistance(const Point<T>& pointCore,
+                                           const Point<T>& pointTarget) {
+    return ((pointCore.x - pointTarget.x) * (pointCore.x - pointTarget.x)) +
+           ((pointCore.y - pointTarget.y) * (pointCore.y - pointTarget.y)) +
+           ((pointCore.z - pointTarget.z) * (pointCore.z - pointTarget.z));
+}
+
+#endif  // DBSCAN_H
diff --git a/main.cpp b/main.cpp
index 1e9ec0f..12ee669 100644
--- a/main.cpp
+++ b/main.cpp
@@ -1,66 +1,59 @@
 #include <stdio.h>
+
 #include <iostream>
+
 #include "dbscan.h"
 
-#define MINIMUM_POINTS 4     // minimum number of cluster
-#define EPSILON (0.75*0.75)  // distance for clustering, metre^2
+#define MINIMUM_POINTS 4       // minimum number of cluster
+#define EPSILON (0.75 * 0.75)  // distance for clustering, metre^2
 
-void readBenchmarkData(vector<Point>& points)
-{
+void readBenchmarkData(vector<Point> &points) {
     // load point cloud
     FILE *stream;
-    stream = fopen ("benchmark_hepta.dat","ra");
+    stream = fopen("benchmark_hepta.dat", "ra");
 
     unsigned int minpts, num_points, cluster, i = 0;
     double epsilon;
     fscanf(stream, "%u\n", &num_points);
 
-    Point *p = (Point *)calloc(num_points, sizeof(Point));
+    Point *p = (Point<float> *)calloc(num_points, sizeof(Point));
 
-    while (i < num_points)
-    {
-          fscanf(stream, "%f,%f,%f,%d\n", &(p[i].x), &(p[i].y), &(p[i].z), &cluster);
-          p[i].clusterID = UNCLASSIFIED;
-          points.push_back(p[i]);
-          ++i;
+    while (i < num_points) {
+        fscanf(stream, "%f,%f,%f,%d\n", &(p[i].x), &(p[i].y), &(p[i].z),
+               &cluster);
+        p[i].clusterID = UNCLASSIFIED;
+        points.push_back(p[i]);
+        ++i;
     }
 
     free(p);
     fclose(stream);
 }
 
-void printResults(vector<Point>& points, int num_points)
-{
+void printResults(vector<Point> &points, int num_points) {
     int i = 0;
-    printf("Number of points: %u\n"
+    printf(
+        "Number of points: %u\n"
         " x     y     z     cluster_id\n"
-        "-----------------------------\n"
-        , num_points);
-    while (i < num_points)
-    {
-          printf("%5.2lf %5.2lf %5.2lf: %d\n",
-                 points[i].x,
-                 points[i].y, points[i].z,
-                 points[i].clusterID);
-          ++i;
+        "-----------------------------\n",
+        num_points);
+    while (i < num_points) {
+        printf("%5.2lf %5.2lf %5.2lf: %d\n", points[i].x, points[i].y,
+               points[i].z, points[i].clusterID);
+        ++i;
     }
 }
 
-int main()
-{    
+int main() {
     vector<Point> points;
-
     // read point data
     readBenchmarkData(points);
-
     // constructor
     DBSCAN ds(MINIMUM_POINTS, EPSILON, points);
-
     // main loop
     ds.run();
-
     // result of DBSCAN algorithm
-    printResults(ds.m_points, ds.getTotalPointSize());    
+    printResults(ds.m_points, ds.getTotalPointSize());
 
     return 0;
 }

From 6ea7265d5ed0a647e9ae15440afc8486b8230dd4 Mon Sep 17 00:00:00 2001
From: amarrerod <alemarrerodiaz@gmail.com>
Date: Fri, 1 Apr 2022 15:07:17 +0200
Subject: [PATCH 02/23] =?UTF-8?q?=F0=9F=94=96=20Initial=20version=20works?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 .gitignore     |   2 +
 CMakeLists.txt |   9 ++-
 dbscan.h       | 199 ++++++++++++++++++++++++-------------------------
 main.cpp       |  87 ++++++++++-----------
 4 files changed, 150 insertions(+), 147 deletions(-)
 create mode 100644 .gitignore

diff --git a/.gitignore b/.gitignore
new file mode 100644
index 0000000..d5697ec
--- /dev/null
+++ b/.gitignore
@@ -0,0 +1,2 @@
+build/
+bin/
diff --git a/CMakeLists.txt b/CMakeLists.txt
index 696743b..10a0a8d 100644
--- a/CMakeLists.txt
+++ b/CMakeLists.txt
@@ -1,10 +1,17 @@
 cmake_minimum_required(VERSION 3.0.0)
 project(DBSCAN LANGUAGES C CXX VERSION 0.1.0)
 
+set(CMAKE_MODULE_PATH ${PROJECT_SOURCE_DIR}/CMakeModules)
+set(CMAKE_ARCHIVE_OUTPUT_DIRECTORY ${PROJECT_SOURCE_DIR}/lib)
+set(CMAKE_LIBRARY_OUTPUT_DIRECTORY ${PROJECT_SOURCE_DIR}/lib)
+set(CMAKE_RUNTIME_OUTPUT_DIRECTORY ${PROJECT_SOURCE_DIR}/bin)
+set(CMAKE_CXX_OUTPUT_EXTENSION_REPLACE ON)
+
 set(CMAKE_CXX_STANDARD 20)
 set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -std=c++20 -lstdc++fs -O3 -ffast-math -Wall -march=native -mtune=native")
 
 
-add_library(DBSCAN DBSCAN.cpp)
+add_library(DBSCAN INTERFACE)
 
 add_executable(example main.cpp)
+target_link_libraries(example PRIVATE DBSCAN)
\ No newline at end of file
diff --git a/dbscan.h b/dbscan.h
index 11106cc..0181ff1 100644
--- a/dbscan.h
+++ b/dbscan.h
@@ -13,105 +13,98 @@
 
 using namespace std;
 
-template <typename T = float>
-struct Point {
-    T x, y, z;      // X, Y, Z position
-    int clusterID;  // clustered ID
-};
+typedef struct Point_ {
+  float x, y, z;  // X, Y, Z position
+  int clusterID;  // clustered ID
+} Point;
 
-template <typename T = float>
 class DBSCAN {
-   public:
-    DBSCAN(const unsigned int& minPts, const float& eps,
-           const vector<Point<T>>& points);
-    ~DBSCAN() = default;
-
-    int run();
-    vector<int> calculateCluster(Point<T> point);
-    int expandCluster(Point<T> point, int clusterID);
-    inline double calculateDistance(const Point<T>& pointCore,
-                                    const Point<T>& pointTarget);
-
-    int getTotalPointSize() { return m_pointSize; }
-    int getMinimumClusterSize() { return m_minPoints; }
-    int getEpsilonSize() { return m_epsilon; }
-    const vector<Point<T>>& getPoints() { return m_points; }
-
-   private:
-    unsigned int m_minPoints;
-    float m_epsilon;
-    unsigned int m_pointSize;
-    vector<Point<T>> m_points;
+ public:
+  DBSCAN(const unsigned int& minPts, const float& eps,
+         const vector<Point>& points);
+  ~DBSCAN() = default;
+
+  int run();
+  vector<int> calculateCluster(Point point);
+  int expandCluster(Point point, int clusterID);
+  inline double calculateDistance(const Point& pointCore,
+                                  const Point& pointTarget);
+
+  int getTotalPointSize() { return m_pointSize; }
+  int getMinimumClusterSize() { return m_minPoints; }
+  int getEpsilonSize() { return m_epsilon; }
+  const vector<Point>& getPoints() { return m_points; }
+
+ private:
+  unsigned int m_minPoints;
+  float m_epsilon;
+  unsigned int m_pointSize;
+  vector<Point> m_points;
 };
 
-template <typename T>
-DBSCAN<T>::DBSCAN(const unsigned int& minPts, const float& eps,
-                  const vector<Point<T>>& points)
+DBSCAN::DBSCAN(const unsigned int& minPts, const float& eps,
+               const vector<Point>& points)
     : m_minPoints(minPts), m_epsilon(eps) {
-    m_pointSize = points.size();
-    m_points = points;
+  m_pointSize = points.size();
+  m_points = points;
 }
 
-template <typename T>
-int DBSCAN<T>::run() {
-    int clusterID = 1;
-    vector<Point<T>>::iterator iter;
-    for (iter = m_points.begin(); iter != m_points.end(); ++iter) {
-        if (iter->clusterID == UNCLASSIFIED) {
-            if (expandCluster(*iter, clusterID) != FAILURE) {
-                clusterID += 1;
-            }
-        }
+int DBSCAN::run() {
+  int clusterID = 1;
+  typename vector<Point>::iterator iter;
+  for (iter = m_points.begin(); iter != m_points.end(); ++iter) {
+    if (iter->clusterID == UNCLASSIFIED) {
+      if (expandCluster(*iter, clusterID) != FAILURE) {
+        clusterID += 1;
+      }
     }
-    return 0;
+  }
+  return 0;
 }
 
-template <typename T>
-int DBSCAN<T>::expandCluster(Point<T> point, int clusterID) {
-    vector<int> clusterSeeds = calculateCluster(point);
-
-    if (clusterSeeds.size() < m_minPoints) {
-        point.clusterID = NOISE;
-        return FAILURE;
-    } else {
-        int index = 0, indexCorePoint = 0;
-        vector<int>::iterator iterSeeds;
-        for (iterSeeds = clusterSeeds.begin(); iterSeeds != clusterSeeds.end();
-             ++iterSeeds) {
-            m_points.at(*iterSeeds).clusterID = clusterID;
-            if (m_points.at(*iterSeeds).x == point.x &&
-                m_points.at(*iterSeeds).y == point.y &&
-                m_points.at(*iterSeeds).z == point.z) {
-                indexCorePoint = index;
-            }
-            ++index;
-        }
-        clusterSeeds.erase(clusterSeeds.begin() + indexCorePoint);
-
-        for (vector<int>::size_type i = 0, n = clusterSeeds.size(); i < n;
-             ++i) {
-            vector<int> clusterNeighors =
-                calculateCluster(m_points.at(clusterSeeds[i]));
-
-            if (clusterNeighors.size() >= m_minPoints) {
-                vector<int>::iterator iterNeighors;
-                for (iterNeighors = clusterNeighors.begin();
-                     iterNeighors != clusterNeighors.end(); ++iterNeighors) {
-                    if (m_points.at(*iterNeighors).clusterID == UNCLASSIFIED ||
-                        m_points.at(*iterNeighors).clusterID == NOISE) {
-                        if (m_points.at(*iterNeighors).clusterID ==
-                            UNCLASSIFIED) {
-                            clusterSeeds.push_back(*iterNeighors);
-                            n = clusterSeeds.size();
-                        }
-                        m_points.at(*iterNeighors).clusterID = clusterID;
-                    }
-                }
+int DBSCAN::expandCluster(Point point, int clusterID) {
+  vector<int> clusterSeeds = calculateCluster(point);
+
+  if (clusterSeeds.size() < m_minPoints) {
+    point.clusterID = NOISE;
+    return FAILURE;
+  } else {
+    int index = 0, indexCorePoint = 0;
+    vector<int>::iterator iterSeeds;
+    for (iterSeeds = clusterSeeds.begin(); iterSeeds != clusterSeeds.end();
+         ++iterSeeds) {
+      m_points.at(*iterSeeds).clusterID = clusterID;
+      if (m_points.at(*iterSeeds).x == point.x &&
+          m_points.at(*iterSeeds).y == point.y &&
+          m_points.at(*iterSeeds).z == point.z) {
+        indexCorePoint = index;
+      }
+      ++index;
+    }
+    clusterSeeds.erase(clusterSeeds.begin() + indexCorePoint);
+
+    for (vector<int>::size_type i = 0, n = clusterSeeds.size(); i < n; ++i) {
+      vector<int> clusterNeighors =
+          calculateCluster(m_points.at(clusterSeeds[i]));
+
+      if (clusterNeighors.size() >= m_minPoints) {
+        vector<int>::iterator iterNeighors;
+        for (iterNeighors = clusterNeighors.begin();
+             iterNeighors != clusterNeighors.end(); ++iterNeighors) {
+          if (m_points.at(*iterNeighors).clusterID == UNCLASSIFIED ||
+              m_points.at(*iterNeighors).clusterID == NOISE) {
+            if (m_points.at(*iterNeighors).clusterID == UNCLASSIFIED) {
+              clusterSeeds.push_back(*iterNeighors);
+              n = clusterSeeds.size();
             }
+            m_points.at(*iterNeighors).clusterID = clusterID;
+          }
         }
-
-        return SUCCESS;
+      }
     }
+
+    return SUCCESS;
+  }
 }
 
 /**
@@ -120,18 +113,18 @@ int DBSCAN<T>::expandCluster(Point<T> point, int clusterID) {
  * @param point
  * @return vector<int>
  */
-template <typename T>
-vector<int> DBSCAN<T>::calculateCluster(Point<T> point) {
-    int index = 0;
-    vector<Point<T>>::iterator iter;
-    vector<int> clusterIndex;
-    for (iter = m_points.begin(); iter != m_points.end(); ++iter) {
-        if (calculateDistance(point, *iter) <= m_epsilon) {
-            clusterIndex.push_back(index);
-        }
-        index++;
+
+vector<int> DBSCAN::calculateCluster(Point point) {
+  int index = 0;
+  typename vector<Point>::iterator iter;
+  vector<int> clusterIndex;
+  for (iter = m_points.begin(); iter != m_points.end(); ++iter) {
+    if (calculateDistance(point, *iter) <= m_epsilon) {
+      clusterIndex.push_back(index);
     }
-    return clusterIndex;
+    index++;
+  }
+  return clusterIndex;
 }
 
 /**
@@ -141,12 +134,12 @@ vector<int> DBSCAN<T>::calculateCluster(Point<T> point) {
  * @param pointTarget
  * @return double
  */
-template <typename T>
-inline double DBSCAN<T>::calculateDistance(const Point<T>& pointCore,
-                                           const Point<T>& pointTarget) {
-    return ((pointCore.x - pointTarget.x) * (pointCore.x - pointTarget.x)) +
-           ((pointCore.y - pointTarget.y) * (pointCore.y - pointTarget.y)) +
-           ((pointCore.z - pointTarget.z) * (pointCore.z - pointTarget.z));
+
+inline double DBSCAN::calculateDistance(const Point& pointCore,
+                                        const Point& pointTarget) {
+  return ((pointCore.x - pointTarget.x) * (pointCore.x - pointTarget.x)) +
+         ((pointCore.y - pointTarget.y) * (pointCore.y - pointTarget.y)) +
+         ((pointCore.z - pointTarget.z) * (pointCore.z - pointTarget.z));
 }
 
 #endif  // DBSCAN_H
diff --git a/main.cpp b/main.cpp
index 12ee669..fb2e666 100644
--- a/main.cpp
+++ b/main.cpp
@@ -8,52 +8,53 @@
 #define EPSILON (0.75 * 0.75)  // distance for clustering, metre^2
 
 void readBenchmarkData(vector<Point> &points) {
-    // load point cloud
-    FILE *stream;
-    stream = fopen("benchmark_hepta.dat", "ra");
-
-    unsigned int minpts, num_points, cluster, i = 0;
-    double epsilon;
-    fscanf(stream, "%u\n", &num_points);
-
-    Point *p = (Point<float> *)calloc(num_points, sizeof(Point));
-
-    while (i < num_points) {
-        fscanf(stream, "%f,%f,%f,%d\n", &(p[i].x), &(p[i].y), &(p[i].z),
-               &cluster);
-        p[i].clusterID = UNCLASSIFIED;
-        points.push_back(p[i]);
-        ++i;
-    }
-
-    free(p);
-    fclose(stream);
+  // load point cloud
+  FILE *stream;
+  stream = fopen("benchmark_hepta.dat", "ra");
+
+  unsigned int minpts, num_points, cluster, i = 0;
+  double epsilon;
+  fscanf(stream, "%u\n", &num_points);
+
+  Point *p = (Point *)calloc(num_points, sizeof(Point));
+
+  while (i < num_points) {
+    fscanf(stream, "%f,%f,%f,%d\n", &(p[i].x), &(p[i].y), &(p[i].z), &cluster);
+    p[i].clusterID = UNCLASSIFIED;
+    points.push_back(p[i]);
+    ++i;
+  }
+
+  free(p);
+  fclose(stream);
 }
 
-void printResults(vector<Point> &points, int num_points) {
-    int i = 0;
-    printf(
-        "Number of points: %u\n"
-        " x     y     z     cluster_id\n"
-        "-----------------------------\n",
-        num_points);
-    while (i < num_points) {
-        printf("%5.2lf %5.2lf %5.2lf: %d\n", points[i].x, points[i].y,
-               points[i].z, points[i].clusterID);
-        ++i;
-    }
+void printResults(const vector<Point> &points, int num_points) {
+  int i = 0;
+  printf(
+      "Number of points: %u\n"
+      " x     y     z     cluster_id\n"
+      "-----------------------------\n",
+      num_points);
+  while (i < num_points) {
+    printf("%5.2lf %5.2lf %5.2lf: %d\n", points[i].x, points[i].y, points[i].z,
+           points[i].clusterID);
+    ++i;
+  }
 }
 
 int main() {
-    vector<Point> points;
-    // read point data
-    readBenchmarkData(points);
-    // constructor
-    DBSCAN ds(MINIMUM_POINTS, EPSILON, points);
-    // main loop
-    ds.run();
-    // result of DBSCAN algorithm
-    printResults(ds.m_points, ds.getTotalPointSize());
-
-    return 0;
+  vector<Point> points;
+  // read point data
+  readBenchmarkData(points);
+  std::cout << "Done" << std::endl;
+
+  // constructor
+  DBSCAN ds(MINIMUM_POINTS, EPSILON, points);
+  // main loop
+  ds.run();
+  // result of DBSCAN algorithm
+  printResults(ds.getPoints(), ds.getTotalPointSize());
+
+  return 0;
 }

From 4ce74a7ded62bd42086b2cdd051da42ea8d52eec Mon Sep 17 00:00:00 2001
From: amarrerod <alemarrerodiaz@gmail.com>
Date: Fri, 1 Apr 2022 15:44:09 +0200
Subject: [PATCH 03/23] =?UTF-8?q?=F0=9F=90=9B=20Includes=20working=20examp?=
 =?UTF-8?q?le?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 .vscode/tasks.json           |  28 +++
 CMakeLists.txt               |  12 +-
 benchmark_hepta.dat          | 424 +++++++++++++++++------------------
 dbscan.h => include/dbscan.h |  11 +-
 lib/libdbscan.a              |   1 +
 main                         | Bin 0 -> 169312 bytes
 main.cpp                     |  21 +-
 7 files changed, 270 insertions(+), 227 deletions(-)
 create mode 100644 .vscode/tasks.json
 rename dbscan.h => include/dbscan.h (88%)
 create mode 100644 lib/libdbscan.a
 create mode 100755 main

diff --git a/.vscode/tasks.json b/.vscode/tasks.json
new file mode 100644
index 0000000..560fb8c
--- /dev/null
+++ b/.vscode/tasks.json
@@ -0,0 +1,28 @@
+{
+    "tasks": [
+        {
+            "type": "cppbuild",
+            "label": "C/C++: g++ compilar archivo activo",
+            "command": "/usr/bin/g++",
+            "args": [
+                "-fdiagnostics-color=always",
+                "-g",
+                "${file}",
+                "-o",
+                "${fileDirname}/${fileBasenameNoExtension}"
+            ],
+            "options": {
+                "cwd": "${fileDirname}"
+            },
+            "problemMatcher": [
+                "$gcc"
+            ],
+            "group": {
+                "kind": "build",
+                "isDefault": true
+            },
+            "detail": "Tarea generada por el depurador."
+        }
+    ],
+    "version": "2.0.0"
+}
\ No newline at end of file
diff --git a/CMakeLists.txt b/CMakeLists.txt
index 10a0a8d..f5c19a5 100644
--- a/CMakeLists.txt
+++ b/CMakeLists.txt
@@ -1,5 +1,5 @@
 cmake_minimum_required(VERSION 3.0.0)
-project(DBSCAN LANGUAGES C CXX VERSION 0.1.0)
+project(dbscan LANGUAGES C CXX VERSION 0.1.0)
 
 set(CMAKE_MODULE_PATH ${PROJECT_SOURCE_DIR}/CMakeModules)
 set(CMAKE_ARCHIVE_OUTPUT_DIRECTORY ${PROJECT_SOURCE_DIR}/lib)
@@ -11,7 +11,13 @@ set(CMAKE_CXX_STANDARD 20)
 set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -std=c++20 -lstdc++fs -O3 -ffast-math -Wall -march=native -mtune=native")
 
 
-add_library(DBSCAN INTERFACE)
+add_library(${PROJECT_NAME} include/dbscan.h)
+set_target_properties(${PROJECT_NAME} PROPERTIES VERSION ${PROJECT_VERSION} LINKER_LANGUAGE CXX)
+target_include_directories(${PROJECT_NAME} PUBLIC
+        $<BUILD_INTERFACE:${CMAKE_CURRENT_SOURCE_DIR}/include>
+        $<INSTALL_INTERFACE:include>
+        PRIVATE src)
+
 
 add_executable(example main.cpp)
-target_link_libraries(example PRIVATE DBSCAN)
\ No newline at end of file
+target_link_libraries(example PRIVATE dbscan)
\ No newline at end of file
diff --git a/benchmark_hepta.dat b/benchmark_hepta.dat
index 2e1376e..4216260 100644
--- a/benchmark_hepta.dat
+++ b/benchmark_hepta.dat
@@ -1,213 +1,213 @@
 212
--0.063274,0.027734,0.022683,1
--0.000731,0.048211,0.069198,1
--0.060767,-0.00908,0.053085,1
-0.013252,-0.011876,0.055324,1
--0.054508,-0.003813,0.001738,1
-0.02418,0.068275,0.033462,1
--0.029308,0.059849,-0.06326,1
--0.016453,0.013881,-0.013236,1
--0.042361,-0.059942,-0.026487,1
--0.01631,-0.036612,0.047928,1
-0.03536,-0.04495,0.041474,1
--0.000287,-0.049496,-0.06343,1
--0.065931,-0.005381,-0.064899,1
-0.009049,0.027976,0.01198,1
--0.005335,0.062592,-0.057507,1
--0.004175,0.064646,0.040856,1
-0.091024,-0.031446,-0.014774,1
--0.077068,-0.035324,-0.03906,1
-0.05515,-0.007045,0.078495,1
--0.033779,0.049066,0.026958,1
-0.044954,-0.033716,0.011894,1
-0.008785,0.016895,-0.09079,1
--0.061655,-0.023085,0.007996,1
--0.051274,0.054634,0.032257,1
-0.04421,-0.062217,-0.018733,1
--0.003343,0.069586,0.069452,1
--0.064487,0.012217,0.040873,1
-0.042168,-0.009972,0.047962,1
--0.061495,0.059835,0.025843,1
-0.071795,-0.01526,-0.023346,1
-0.058733,-0.029135,-0.011721,1
-0.078178,-0.014786,-0.00032,1
-2.418463,0.490127,0.033581,2
-2.805184,0.769746,-0.557435,2
-2.983722,-0.983118,-0.165216,2
-3.055291,-0.477796,0.370524,2
-3.015527,-0.666039,0.126169,2
-2.449981,0.175666,-0.531892,2
-3.199806,0.201051,0.58676,2
-3.266405,0.012518,-0.761892,2
-3.74771,-0.41696,0.148884,2
-3.411849,0.516665,-0.702665,2
-3.733854,0.184758,0.482416,2
-3.59214,-0.371411,-0.673235,2
-3.59351,0.125884,0.277346,2
-2.387269,0.784515,-0.011033,2
-3.423791,-0.039296,0.066654,2
-2.425059,-0.206822,-0.263965,2
-2.407337,-0.015134,0.097093,2
-2.923991,-0.262388,-0.672982,2
-3.188203,-0.476377,0.051427,2
-2.377023,0.498033,-0.382225,2
-2.610067,0.787375,0.046041,2
-2.918826,-0.8296,-0.198249,2
-2.932853,0.719728,-0.347704,2
-3.47194,0.322667,0.25302,2
-3.266172,0.207763,0.078446,2
-2.916963,-0.636281,-0.459655,2
-3.020822,-0.491739,0.382338,2
-2.844004,-0.078753,-0.660588,2
-2.826876,-0.241459,-0.143806,2
-2.771511,0.362751,-0.669945,2
--2.69712,0.342837,0.296855,3
--2.57583,-0.752408,-0.225828,3
--3.308062,0.919403,-0.091698,3
--3.970394,-0.017968,0.097194,3
--3.332026,-0.22133,-0.410873,3
--2.679173,0.521163,0.033068,3
--2.186732,-0.536953,-0.08933,3
--3.013009,-0.082401,-0.750346,3
--3.464085,0.458797,-0.745681,3
--2.632916,0.683901,-0.153258,3
--3.315788,0.017903,0.703027,3
--2.833584,-0.684569,0.298511,3
--2.722148,-0.502344,0.245003,3
--2.608905,0.443179,0.447541,3
--2.853364,-0.788934,-0.276868,3
--2.809655,-0.092462,0.719525,3
--3.538035,0.777137,0.091226,3
--2.457811,-0.601538,0.548791,3
--2.762541,-0.540911,0.251193,3
--2.929594,-0.162338,0.427959,3
--3.054864,-0.220749,0.858853,3
--3.632051,-0.045369,0.497112,3
--3.595796,-0.25031,-0.26069,3
--2.285053,0.111547,0.652847,3
--2.664311,-0.035719,0.357768,3
--3.163578,0.286805,-0.843201,3
--2.599157,0.438496,0.094013,3
--3.381994,0.308228,-0.689706,3
--3.961031,-0.111044,0.022821,3
--2.827045,-0.074139,0.54136,3
-0.498135,2.895371,0.786843,4
-0.218436,3.067538,0.030236,4
-0.135451,2.12925,0.320246,4
-0.420118,3.055572,0.230617,4
-0.659865,3.446317,-0.101455,4
-0.619487,3.285343,0.278274,4
--0.294208,3.296888,-0.174357,4
--0.362217,2.657112,0.01996,4
--0.561919,3.334167,0.068536,4
-0.186843,3.706688,-0.259004,4
-0.450086,2.844335,0.073905,4
--0.047549,3.634562,0.613045,4
-0.432449,3.774495,0.096256,4
-0.444504,3.491508,-0.745843,4
--0.116409,2.618886,0.576378,4
--0.601582,3.548497,0.101766,4
-0.268449,3.662073,-0.103739,4
--0.007967,2.91813,0.390422,4
--0.811876,2.976918,-0.40471,4
--0.003684,2.460306,0.323449,4
-0.27221,2.287469,-0.243128,4
--0.003839,3.107724,-0.876719,4
-0.175357,3.715249,0.344842,4
--0.350178,2.515348,0.695052,4
-0.016665,2.986915,-0.265349,4
-0.394178,2.772903,0.583035,4
-0.715985,3.467443,-0.171137,4
-0.28994,2.60696,0.767379,4
-0.854454,2.895231,-0.335877,4
-0.308424,3.293211,-0.383773,4
--0.154151,-2.382802,-0.552876,5
-0.042376,-3.013402,0.26318,5
-0.76406,-2.974825,0.304909,5
-0.273431,-3.549045,0.602433,5
-0.109072,-2.872739,-0.972276,5
--0.609027,-2.316553,0.05604,5
-0.563714,-2.668933,0.272222,5
-0.053112,-3.69483,-0.446254,5
-0.374246,-3.881493,-0.178669,5
--0.25541,-2.573785,-0.369218,5
--0.05833,-3.539877,0.156878,5
-0.436804,-2.849058,-0.705822,5
--0.185927,-2.83419,-0.871306,5
--0.15729,-3.035242,-0.447355,5
--0.253287,-2.355499,0.53801,5
-0.856338,-2.928918,-0.105247,5
--0.448767,-2.892567,0.036684,5
--0.763126,-3.121529,0.012815,5
-0.50729,-3.69845,-0.126832,5
--0.262387,-2.7936,0.893868,5
-0.638189,-2.885896,-0.535134,5
--0.715655,-3.174318,-0.415442,5
--0.148243,-2.348742,-0.198939,5
--0.436461,-3.189614,-0.874082,5
--0.015747,-3.601469,0.678772,5
--0.380327,-2.120669,-0.201018,5
--0.078679,-2.969195,-0.085163,5
-0.725907,-2.642703,-0.392598,5
--0.118512,-2.391662,-0.116857,5
-0.378156,-3.742474,0.42604,5
--0.646687,-0.257803,2.879026,6
-0.862612,-0.257097,3.339622,6
-0.58395,0.25262,3.164447,6
--0.106313,0.539686,3.36243,6
--0.447773,-0.165269,2.395462,6
-0.278688,-0.67851,3.019065,6
--0.499959,-0.102398,2.918835,6
-0.628733,-0.136098,2.961669,6
--0.550777,0.820583,2.888145,6
-0.280057,-0.332023,2.280202,6
--0.68149,-0.388565,2.852309,6
--0.150402,0.774676,3.236697,6
--0.175775,0.816718,2.810907,6
-0.40849,-0.752991,2.708342,6
--0.687687,0.5331,2.864252,6
-0.187892,0.099277,3.3971,6
-0.40274,0.309218,2.184721,6
--0.333692,0.726125,2.755337,6
--0.073884,0.856673,3.449364,6
-0.074276,-0.44986,2.289555,6
--0.234023,0.508787,2.627695,6
-0.33853,-0.722352,2.402052,6
-0.777033,0.217745,2.671151,6
-0.093523,0.595698,3.532532,6
-0.215945,-0.323846,2.195408,6
--0.031152,0.385966,3.106696,6
-0.26075,0.391448,2.176698,6
--0.542543,0.386463,2.917456,6
--0.306005,-0.915958,2.884296,6
--0.114414,0.026251,3.899389,6
--0.749873,0.616942,-2.862605,7
--0.108157,-0.083104,-3.909294,7
--0.410898,0.467216,-3.64399,7
-0.662499,-0.378195,-2.900845,7
--0.057589,0.548771,-3.072026,7
-0.64518,-0.276585,-2.877792,7
-0.257191,0.114881,-2.929682,7
--0.169119,0.400328,-2.853299,7
-0.228327,-0.513736,-3.600658,7
--0.512238,0.372109,-3.357134,7
--0.510091,-0.617806,-3.543896,7
--0.001328,0.275274,-2.367165,7
--0.086874,0.138084,-3.152736,7
--0.558094,-0.138533,-2.731829,7
-0.640575,-0.52869,-2.882579,7
-0.033866,0.301424,-2.949164,7
--0.530334,0.571733,-3.122279,7
-0.488731,0.68226,-3.026392,7
--0.320178,-0.530404,-2.430535,7
-0.143306,0.578726,-3.657507,7
--0.36578,-0.491918,-2.483666,7
-0.660425,-0.259537,-3.671958,7
-0.647696,0.44422,-2.807808,7
--0.110876,0.163359,-3.038903,7
--0.694187,0.258777,-2.411717,7
-0.175738,-0.053478,-2.733752,7
-0.396046,-0.858377,-3.126866,7
--0.406362,-0.334541,-2.885598,7
--0.299275,0.071281,-3.642585,7
--0.506192,0.433538,-2.608597,7
+-0.063274  0.027734  0.022683  1
+-0.000731  0.048211  0.069198  1
+-0.060767  -0.00908  0.053085  1
+0.013252  -0.011876  0.055324  1
+-0.054508  -0.003813  0.001738  1
+0.02418  0.068275  0.033462  1
+-0.029308  0.059849  -0.06326  1
+-0.016453  0.013881  -0.013236  1
+-0.042361  -0.059942  -0.026487  1
+-0.01631  -0.036612  0.047928  1
+0.03536  -0.04495  0.041474  1
+-0.000287  -0.049496  -0.06343  1
+-0.065931  -0.005381  -0.064899  1
+0.009049  0.027976  0.01198  1
+-0.005335  0.062592  -0.057507  1
+-0.004175  0.064646  0.040856  1
+0.091024  -0.031446  -0.014774  1
+-0.077068  -0.035324  -0.03906  1
+0.05515  -0.007045  0.078495  1
+-0.033779  0.049066  0.026958  1
+0.044954  -0.033716  0.011894  1
+0.008785  0.016895  -0.09079  1
+-0.061655  -0.023085  0.007996  1
+-0.051274  0.054634  0.032257  1
+0.04421  -0.062217  -0.018733  1
+-0.003343  0.069586  0.069452  1
+-0.064487  0.012217  0.040873  1
+0.042168  -0.009972  0.047962  1
+-0.061495  0.059835  0.025843  1
+0.071795  -0.01526  -0.023346  1
+0.058733  -0.029135  -0.011721  1
+0.078178  -0.014786  -0.00032  1
+2.418463  0.490127  0.033581  2
+2.805184  0.769746  -0.557435  2
+2.983722  -0.983118  -0.165216  2
+3.055291  -0.477796  0.370524  2
+3.015527  -0.666039  0.126169  2
+2.449981  0.175666  -0.531892  2
+3.199806  0.201051  0.58676  2
+3.266405  0.012518  -0.761892  2
+3.74771  -0.41696  0.148884  2
+3.411849  0.516665  -0.702665  2
+3.733854  0.184758  0.482416  2
+3.59214  -0.371411  -0.673235  2
+3.59351  0.125884  0.277346  2
+2.387269  0.784515  -0.011033  2
+3.423791  -0.039296  0.066654  2
+2.425059  -0.206822  -0.263965  2
+2.407337  -0.015134  0.097093  2
+2.923991  -0.262388  -0.672982  2
+3.188203  -0.476377  0.051427  2
+2.377023  0.498033  -0.382225  2
+2.610067  0.787375  0.046041  2
+2.918826  -0.8296  -0.198249  2
+2.932853  0.719728  -0.347704  2
+3.47194  0.322667  0.25302  2
+3.266172  0.207763  0.078446  2
+2.916963  -0.636281  -0.459655  2
+3.020822  -0.491739  0.382338  2
+2.844004  -0.078753  -0.660588  2
+2.826876  -0.241459  -0.143806  2
+2.771511  0.362751  -0.669945  2
+-2.69712  0.342837  0.296855  3
+-2.57583  -0.752408  -0.225828  3
+-3.308062  0.919403  -0.091698  3
+-3.970394  -0.017968  0.097194  3
+-3.332026  -0.22133  -0.410873  3
+-2.679173  0.521163  0.033068  3
+-2.186732  -0.536953  -0.08933  3
+-3.013009  -0.082401  -0.750346  3
+-3.464085  0.458797  -0.745681  3
+-2.632916  0.683901  -0.153258  3
+-3.315788  0.017903  0.703027  3
+-2.833584  -0.684569  0.298511  3
+-2.722148  -0.502344  0.245003  3
+-2.608905  0.443179  0.447541  3
+-2.853364  -0.788934  -0.276868  3
+-2.809655  -0.092462  0.719525  3
+-3.538035  0.777137  0.091226  3
+-2.457811  -0.601538  0.548791  3
+-2.762541  -0.540911  0.251193  3
+-2.929594  -0.162338  0.427959  3
+-3.054864  -0.220749  0.858853  3
+-3.632051  -0.045369  0.497112  3
+-3.595796  -0.25031  -0.26069  3
+-2.285053  0.111547  0.652847  3
+-2.664311  -0.035719  0.357768  3
+-3.163578  0.286805  -0.843201  3
+-2.599157  0.438496  0.094013  3
+-3.381994  0.308228  -0.689706  3
+-3.961031  -0.111044  0.022821  3
+-2.827045  -0.074139  0.54136  3
+0.498135  2.895371  0.786843  4
+0.218436  3.067538  0.030236  4
+0.135451  2.12925  0.320246  4
+0.420118  3.055572  0.230617  4
+0.659865  3.446317  -0.101455  4
+0.619487  3.285343  0.278274  4
+-0.294208  3.296888  -0.174357  4
+-0.362217  2.657112  0.01996  4
+-0.561919  3.334167  0.068536  4
+0.186843  3.706688  -0.259004  4
+0.450086  2.844335  0.073905  4
+-0.047549  3.634562  0.613045  4
+0.432449  3.774495  0.096256  4
+0.444504  3.491508  -0.745843  4
+-0.116409  2.618886  0.576378  4
+-0.601582  3.548497  0.101766  4
+0.268449  3.662073  -0.103739  4
+-0.007967  2.91813  0.390422  4
+-0.811876  2.976918  -0.40471  4
+-0.003684  2.460306  0.323449  4
+0.27221  2.287469  -0.243128  4
+-0.003839  3.107724  -0.876719  4
+0.175357  3.715249  0.344842  4
+-0.350178  2.515348  0.695052  4
+0.016665  2.986915  -0.265349  4
+0.394178  2.772903  0.583035  4
+0.715985  3.467443  -0.171137  4
+0.28994  2.60696  0.767379  4
+0.854454  2.895231  -0.335877  4
+0.308424  3.293211  -0.383773  4
+-0.154151  -2.382802  -0.552876  5
+0.042376  -3.013402  0.26318  5
+0.76406  -2.974825  0.304909  5
+0.273431  -3.549045  0.602433  5
+0.109072  -2.872739  -0.972276  5
+-0.609027  -2.316553  0.05604  5
+0.563714  -2.668933  0.272222  5
+0.053112  -3.69483  -0.446254  5
+0.374246  -3.881493  -0.178669  5
+-0.25541  -2.573785  -0.369218  5
+-0.05833  -3.539877  0.156878  5
+0.436804  -2.849058  -0.705822  5
+-0.185927  -2.83419  -0.871306  5
+-0.15729  -3.035242  -0.447355  5
+-0.253287  -2.355499  0.53801  5
+0.856338  -2.928918  -0.105247  5
+-0.448767  -2.892567  0.036684  5
+-0.763126  -3.121529  0.012815  5
+0.50729  -3.69845  -0.126832  5
+-0.262387  -2.7936  0.893868  5
+0.638189  -2.885896  -0.535134  5
+-0.715655  -3.174318  -0.415442  5
+-0.148243  -2.348742  -0.198939  5
+-0.436461  -3.189614  -0.874082  5
+-0.015747  -3.601469  0.678772  5
+-0.380327  -2.120669  -0.201018  5
+-0.078679  -2.969195  -0.085163  5
+0.725907  -2.642703  -0.392598  5
+-0.118512  -2.391662  -0.116857  5
+0.378156  -3.742474  0.42604  5
+-0.646687  -0.257803  2.879026  6
+0.862612  -0.257097  3.339622  6
+0.58395  0.25262  3.164447  6
+-0.106313  0.539686  3.36243  6
+-0.447773  -0.165269  2.395462  6
+0.278688  -0.67851  3.019065  6
+-0.499959  -0.102398  2.918835  6
+0.628733  -0.136098  2.961669  6
+-0.550777  0.820583  2.888145  6
+0.280057  -0.332023  2.280202  6
+-0.68149  -0.388565  2.852309  6
+-0.150402  0.774676  3.236697  6
+-0.175775  0.816718  2.810907  6
+0.40849  -0.752991  2.708342  6
+-0.687687  0.5331  2.864252  6
+0.187892  0.099277  3.3971  6
+0.40274  0.309218  2.184721  6
+-0.333692  0.726125  2.755337  6
+-0.073884  0.856673  3.449364  6
+0.074276  -0.44986  2.289555  6
+-0.234023  0.508787  2.627695  6
+0.33853  -0.722352  2.402052  6
+0.777033  0.217745  2.671151  6
+0.093523  0.595698  3.532532  6
+0.215945  -0.323846  2.195408  6
+-0.031152  0.385966  3.106696  6
+0.26075  0.391448  2.176698  6
+-0.542543  0.386463  2.917456  6
+-0.306005  -0.915958  2.884296  6
+-0.114414  0.026251  3.899389  6
+-0.749873  0.616942  -2.862605  7
+-0.108157  -0.083104  -3.909294  7
+-0.410898  0.467216  -3.64399  7
+0.662499  -0.378195  -2.900845  7
+-0.057589  0.548771  -3.072026  7
+0.64518  -0.276585  -2.877792  7
+0.257191  0.114881  -2.929682  7
+-0.169119  0.400328  -2.853299  7
+0.228327  -0.513736  -3.600658  7
+-0.512238  0.372109  -3.357134  7
+-0.510091  -0.617806  -3.543896  7
+-0.001328  0.275274  -2.367165  7
+-0.086874  0.138084  -3.152736  7
+-0.558094  -0.138533  -2.731829  7
+0.640575  -0.52869  -2.882579  7
+0.033866  0.301424  -2.949164  7
+-0.530334  0.571733  -3.122279  7
+0.488731  0.68226  -3.026392  7
+-0.320178  -0.530404  -2.430535  7
+0.143306  0.578726  -3.657507  7
+-0.36578  -0.491918  -2.483666  7
+0.660425  -0.259537  -3.671958  7
+0.647696  0.44422  -2.807808  7
+-0.110876  0.163359  -3.038903  7
+-0.694187  0.258777  -2.411717  7
+0.175738  -0.053478  -2.733752  7
+0.396046  -0.858377  -3.126866  7
+-0.406362  -0.334541  -2.885598  7
+-0.299275  0.071281  -3.642585  7
+-0.506192  0.433538  -2.608597  7
diff --git a/dbscan.h b/include/dbscan.h
similarity index 88%
rename from dbscan.h
rename to include/dbscan.h
index 0181ff1..0834f74 100644
--- a/dbscan.h
+++ b/include/dbscan.h
@@ -1,7 +1,7 @@
 #ifndef DBSCAN_H
 #define DBSCAN_H
 
-#include <cmath>
+#include <utility>
 #include <vector>
 
 #define UNCLASSIFIED -1
@@ -16,8 +16,17 @@ using namespace std;
 typedef struct Point_ {
   float x, y, z;  // X, Y, Z position
   int clusterID;  // clustered ID
+  Point_(const float& _x, const float& _y, const float& _z, const int& _c)
+      : x(_x), y(_y), z(_z), clusterID(_c) {}
+
+  friend ostream& operator<<(std::ostream& os, const Point_& p) {
+    return os << "(" << p.x << ", " << p.y << ", " << p.z << ") - "
+              << p.clusterID;
+  }
 } Point;
 
+using coords = std::pair<float, float>;
+
 class DBSCAN {
  public:
   DBSCAN(const unsigned int& minPts, const float& eps,
diff --git a/lib/libdbscan.a b/lib/libdbscan.a
new file mode 100644
index 0000000..8b277f0
--- /dev/null
+++ b/lib/libdbscan.a
@@ -0,0 +1 @@
+!<arch>
diff --git a/main b/main
new file mode 100755
index 0000000000000000000000000000000000000000..27b67cd25ecb5227558d0706d31fa0379f84f8c1
GIT binary patch
literal 169312
zcmeFa34ByV_CI=WcbePj8?vw)wq_3?kg$e5EP)0BL<oxt1PFnEAwUuqQ4kF{!~mkQ
zxy|4*ii*l0I*1}c)Sxnoii)_Q;@Ajk+@pf|f6u9^dvAws#(BT@e($}{$L7<0?y2vo
zQ>RXyI#qT1rnxRXW0*_VHT80712p0`#-(wQ_|!E2Iv4Zwk*1|;(fDkmwbp8ZkK!^y
z2ulm0RZ_L0UPd*|4NCP=U7{e>mBtr}HW9^|qRK*|9*GH(COJX#iUg}DEaw8MN46eb
z!7S)>zECuc48m(88O1L@f0B7r@1(4EQr1&6UfQpy>L010cb3GnTxsBlPa`6&vZ-n|
z^Yh|abe%MY#X!^eLeUsQlq;(0U50vO=O2B=OTlrny-0qs$468kKhmp9{@j^8yLZW-
z)hT~&!Qy3|mZkRW)U$i%q6MA1a=%GG$qpYgfy8;dr7M_Ez^5PYrg&e1cSF4E;N1*w
z!W!Y7h<AOwqw!Yl*28skykqcgjJJvRA9<;^RXkB0a-~mJrs0p3*L6YT@Fw5Z#+%};
z0p4nCm7kRl0dfCGH`yuhc&&vV&t_9O^|QtKAEN7Riy5+P#8pqVPk%cDMG;>w!(j49
z&DVGoge&hKp*%N&p1((s-wcbx>7NjxydXk3jZru~fe7WdL?}NR!TuK_w0kZ>d1(aw
zLnFvfiy)sE!JecD<*o?jA4Vvj5TX3e2=?rXApd0q`OhQBQ!M-OuK9W#1vHMCv1uXD
zDCkMR%uTy~I+u$`*R)mApJ{UaP?au~<*RCxYse!-#j|occBI_VQ_IetGk-xrc2V(+
z!s6^~E&Gb`#a)xLvy1Zz7c9-r&n=i!oR^(jSh%1tb5st{G2`bJ7Nw7yZC}o{FXz$a
zsPV<UXU-^^o0C0vLD7hu@x>`AIe9Y*vx^I7%q>PidV0>1ndwU)Ix9bO$$YN8AipSG
zsH7{Qk*)|GU)(*nU{-!uP2-@wn`mr7QE_4JjQJz7va^!2)5rIuu8aZPUD`5R;^7P$
zl9G<zk*@3!3yQMGF3c^MzhG9b(2$C5WJ5`A_Ynnii-)GL>0`!|d6~n;jbAW6JDsge
z>7~3jbH=Rf8Tt7Oa?r`_oMkhzXXehCTacYIqc|sz{Jm^h_QKr4q6Gyr^5+&`oxLRa
zzc5v{KfXA>Xhay-hH*$v7TnPzTMS>pQsMC8&|bj-%GSbM9(wLl*Y2uI3l<k=FPNQO
zIHO=rZuac?#n85#MY`tzlHJ5GsZRc3*Z0WDUr>~b))AKTMMUCiPEJmC5pgM6_Jo3^
zbD?-#ZqefTxg?e&#1<CLEht9Nu!m<9=PsLDtj*7zKYzgz3|uzJ$)KJ;V{U;qe8`aO
zZk?00;Ta<a51Bj}*WEjJt-+>fKn4vSk)6`HTj$;m##u{TXLs$~wQ~=eYc8xr_P;23
zElNG$YGG9~KwY42tY~yatCyR3TEBGdUKFW(klFTXEU{kgXA;9p$7+bF%=mQBg;iUD
z7+STgvxxaxS}Yb+(sA`0kE6avYbyD-9={69X_VGM^2P0M#j@(wde8!l7qx#t>LPw|
z;#@5ME^Uy+E3cbQ#k|JS{y@E|9ObkxP%o9AXbq<|SiKspn$DNB2cZ6_m)}t?yUb9M
zqg<N8<;jk6wHG5G)lp7ut5=$%T<s$W3pmQ<7LTiBI?C1lgMi77a@t?0*K|iY?VHpq
z&rz=SJcKQDlsorQ%N*sj*HW)lj&j-?sn=RZx!Ok&w$V{edn)zX<|udWqqaNBX&<Ow
zI~?WCeZ?+EIqlojYp<i6_KfOP?kK0drFtE9l+#{My^cD{X>Y1t#~tOgcU7;Gj&j<=
zs#nlaPWxT;s&tgoo=LsFk8Ad8pyaGKQ0BR;(60s7loz|Ij|NI!@E%ekOsjhg23*}{
zC_dwwr{RkDJi<<&tj4QNAL1#*PakEzEAbTCr^}h|K)jpyUCg&6o<jNbcIFd_rw~59
zk@-5rQ|O*v#k`Mr3fa>OnRgLSp?Z2c^S>?vPoa1^llkw6rw}}y#{8GWQ|O&eX8u#+
zDdbN3nLj~1h1%(O=HDcqLhQ80{42y$Xq~S79R+QkCqAC|lg#fUo<iyLQRa6OPa$-=
zocV`|uS@(c=I<q*Lgw^#=I<b$Lgn;E=5HmQLge%+=5HdNLg4g5=5HXLhW_+)=9d#s
zLw-7w`9k6;b)8OQejf3ZvQ8(1r*TjDYDDQ9(*mWR21-s<W@e43C{G)mrUfbv9?c+9
zaVinxT)*o=zxKmMl0P)Nb6oS)(17W-*L(eREzqAni|g*CA_|@815{9ba`whUam|Nn
znqA>JmcRaMCZ&~ugI^B}9ISE&^p^r}{9c@3X)vUQn)O%pkH&awiyKY|lztvui2-=Y
z^D}y+PZg3i<<D#&!SM*~q(JG4V4!sI$w29Z<AKuAM+0T)C(GjT87!sG<KM@{Ys7sY
zmyi}k7lD%U_&{kz(1+*%f0V9UA`(iUC$uyZlLbQSGpRPfmjb2l2Kxa&(=1SWh%u?)
zA%s()6pdB{r@-fdvZ+-sA0oS8Rx->wUXf1c2>3cZ$S#C6s&O5m6evYIj<UL<tTM2E
z0^Yz%-yz*?P`tXlc%~?-2rdL)mKIY|RUNmf96+i9<`OXBT%asDP!^zG9G@MCD}ep4
zk(zcep`_}3+-9m1RRYsgz3O;GO%Z&~!}Ri@jl#FrpCvv}x_>etXj*wNfRTj@O4rkr
z3zXg+04d#^Ma=s2je)W!xx8#Ml?Te!%X*dtxkv{r2y0eQU&}U=NLiiIHv_$o#@$MW
z)vH*Ofieo|XU^l}^cm!oiuAMOKjp@X^tHq)RTD{7Y5H2l=L>!p+=w^Ig&S9*cy)Q)
z>P8rnK-n5<Ik0|mypX5}?gLz=1-9{ke;nLTEO)ImGbW69S*Z91uoP%`vvcA)AB?-{
zCKyQ<Ypy42FKlvnsE(0BM_Lpq84B}Iclii>EFK!BvM;o9ZCTk%mC659Ifg15dnpFb
zczAH(;aX+sXAyWM>1Qbb;GK%#Unv0g!{-$EImc1Fk&4eF9m27P!5<EkendqdK@vsf
z@Gaiyd!=s;v>qs%uvgUNsBK0?73n9@wlz{~g~H<q&69z?>Br+rye_I}4@TL9lMWq$
z&_1@O#@DZ>^?_rYW-3>eVU9?DJxCkT!1^^T1cU2Slc8~T8{#Z(^<oNxiZyvqCQP)d
z)M6_caVTmaY(I*g<1J7*KY@_ORy6}l3RMKBLBbJRGl=C0T%6+UywX|`>=ardSylMG
z=4i&PzMcH*@Sv?Eh@9nU^$f9&w2@-<q9V8-SfKQIhwHyWlY*@XzQK78xhrfl*M~N<
znpkV%*w*wx`RSdMChfs_g)(qS`bqutmze9%I78)eK&8jebf$b`SGXOeXWU#SLUb)@
z5GnY*Dhdlq!7_i9oSlp$jL2PF9w>byu6_FUKpDL!><E;;f*{_76=QEj`YCR<BK<hi
zG79yI;9%@bAYHD~^*HP-P=zAbDw`$BuvARI8<+@(B`BtF;7QNL6~Wh86#gB(i#3Rh
z{0p{2#A3<@FzK&&d3Icv!*LXz#dV?d6fhXWvuPT6HT_gcxn7!nN;Fmx91g9g=h19{
zlceEGxh2?A5j^~Jbv2SQbXW`1_`vmNY14+Jz6~A^tY1?OvX8b|&&?Q}hVqKwJ*XxV
zZeac9XKgWQ%C|p~pVx4Gh`)fOUbcqBO0j;*Vz!xfSJ1Hc0u2X91Ekll*+ZCEVIQ^%
zciDxTt-_slq4pCQ5FaS{vQeO{PC!3OR$qxi^7;;RrECqgIXkYP{6O0E)3xBoLQ5Gp
zN5!<FzoH7MIaT<iDx~IwU4>Bm9No5}Rz3%gRR}JJ@38Gyzn+a<znMF-{z=i-^rIt6
zt4RDi&PB)<A$~bQGvPBa6UhA}`RotWC(Eg~QDl_9B+TCh%(5T{7HpK`MiuV^cqWAd
zz^a{q+H#ig_>$Z;)PR^MyQq`0Ek|UOoK2-YOX=cca`c~DjEE2>?C09gm!%&QPMHc7
zmPtp+zO|O@EyOB^?E!=Jrf>SOxb;uc(4?OY<iH=+Y^g?WDVrQ~LHQRb$Gk}M&W`)$
zeawyH-^C?NJ$!*!xfF|n*eQsegjjC*1!A`gF%42*K`KbQnPBNh-^ImGIE;_c<+Os7
zAJ~je?4>hI@Z5LR)wDvM9*CjFBvLy&+Hp<}tQVWchtJVQJKoc(8`+wW9)#mC8xZu^
zg>q6@d=|3X$^WCt>GJwL$8~!w8kFLMR43wiq0K{lsD#K0ZsJ%H4JX4!B*%^-5i)!g
zV3iqpLc~Bu4)}rZX~0z%(1ZBW73WG9SCy<dr!Q`I{R$*bY`vQuxa<Z@mcbC-r(xPW
zN9+N*(HeXV-q<L%w$G950hp-;ABStEiv4cs3dH;3N{nk|jgnI2#?sLzGeqvJgu5u^
zRl!|Eu_?EB-khIw7Vs99xAIlkgl%+ahK8~<?^KcL5w%sMlXA6`K^Lu3IDZT5h5fuP
zQ1_kKxQk#%Xz(M|!wL}zyA<ctNLYwY<u~#Yd?!0kUWt!OI{baylvipNqwM+b<1R-|
zXK`_&f&ApCxTK>1-?|V$=^<1>waHdBaxFD8*;}KU4LGVD#GIiivQo?w<#(qi<&kI$
z0wYq-yW_NuW;rts#dRdPiIK1}K9XUqy@ArBf%b=S!i=JIgmj{eRr68D?`Y{PGHj%l
zI+L7Iz$YdsLJ2Er?ohHw1OlJ!RJ4`xK{3=C5q`YWmX|bBq`wAD95i827G)4W0uU=Z
z_9e8P=$n2xZuLpb-{1i>LyOo^nqK?ClvL{23}BN8F~spxh%3ihzkpdz7Z2kSk~R1G
zvrrQaVTVtmycL*$7#JCkT@Yy3K>KfLFLdx%`0*W4<_na5Cq3{U_61z20`{oOG}<i4
z;xuf?`I@b36l&cYR9hsobkRCX?WKiJWCOM=ld#@63v9){CvNqAhr;VDg<Nwavl#Bh
z$3?f^qn@qiQshP1(<``H3JP?P#}pKX@R*KLJ>u^FK{vdKyHY|OR&u_l0FCe<*06&o
zqXN2Ut28tIG(7;J>^Mp*JN0V|`c*tv6+Z)IBT8RTte<MwySFpw{Rk|va=cf<+!3WO
zDs}|ejMDEiO24L#w?M};aC1kvcpA9V*9+&tyhc<fqs*_`8BEr|+7atxqF5cd<b?D}
z2DwnWuQA(4O&-oDo9-2|lbL4FeFYIt-(%$?bs2hPM(JtWiqT3_IRB86!?^Y6zjDx&
zK~o1!vvRc`(;<lHqg^zz18*LC2u*4?FDDJ8_|}ZqA!%BY>XuL=)<?I5NE)uH#UkXB
zlf?eaQGlpBgqtCbh0&VXSixng;o+{5mfE<=fESiHb0V6$gPJOpDXM0MDPucCLZq9v
zNK^9eQOF9l0b*e@SeSh1vKk|A!<iiRlN}8u|KiApmi-szGMDP3NLMw-r>|6Lua0sQ
zFBqQ$OETj4#IT4pKIeJD{fF_PFh>7q9!4G?H5$A(!A&);!twPWw-Hiw3Psikh~B6e
z;&48Rh<EXE0}ZdAfOmSOjMh%9ExpqAh8RJ)C!(NBVi7hMR;%$;cQB7*H8=|MK(SXR
z(Ne_fdcGTiq{AkcaxtCsSSnj2Qkpafa$W_*Z8?fINN}A^+^V(pqwy9tRf!aaJGI;=
zYc4wNhK!1fwD>^p=XoJQp^9U8PsG>f+zPycO&O++9GXn;nU=!i6~W__e@YKxlFLEh
zxWpHN;UgPPxZkn-?!mQVas;tf%8}xGTQX9^`tm_i(>whrFE7Qu1CL{iAAIZ!SR>s?
zPli|majScX6wV&5O?MP94#5&$my3sRoibVl*tzpbcPYFtRej9K9G!&w%NEiE1Vv`0
zEpSD!5YlIIMIqdTl3TgH7*NW`6~R?pf&o;)z)RfCHQHIq?TBHPH+t<Qj=rN2jo@~;
zSm{A8Sm{ybSn0nJ3kM3xRti!IcDcC<iX{#%;b?#m2^?hsUi=7&-zXAk=pNe<|I=01
zXx6g(rl3U41KyEe5Sdt9kJgAxp24_VTeB{eSD+W%d0blC6uRbZisSr%OJyg`a~QN3
zp^UDVtf<tA8=`kr?1{3`D#9m(Y0t7OREHJf+{uxmqI2iySWVEb+$<`4;@KWHfV`}H
z)xn`Aa#EWW#!Ad#p~$&w4()%<+};UlsBJr&Q4cB1k!%nH_A2cTm82P%3en@7%}TMw
zEFFynmZpI<X;L|h*^}mBPGgiA&;aj<QL7^Ol33M)XL=F$;b(HflAf~Bh*8cTsi+%V
zbc$x_q2NPI(R4-dHM+D8yecoCmi(4T?gMV4HhA*|NbMxW^eug!Q|jx%6>Nu<K*eH+
zQIP=?I@tRlEb~;vMxPCB^igJOH2T2B8^w9r3QrCZcE<atq()4|G!BVkw!-3gE9&K{
z?}$Ta`9smX18t~83@w(%nr?|WkJbwXBHI5OD?@^wrbR`t0Cy#jxhusT(>7wZR0Jnc
zF~*Pjj$3HuNccR*f|Eb3vGcijzL7DHu(ad-{D0odRE6$kPBV*HeLT<}DYMFTVO%0)
zRl2VTK2A3`dF@X>`W#X@0<<EShg-6|(1;BIqLp*YPQK?^+=FKr#EQ5s-AuBpcH*iO
zUq{I)v`=_FI8$^3(~{R~d}Bx(29@0<6>Z!gL^10k&jH$hR0Qd;!hT26w4-t<N>#*Q
z3@==|)uu2Hd1D7Wu^owc8x-u==NprzSuU8*+OaGF;l+-U3SH7t%BMe6t_Y5#TWh8G
zUTQsm83kqRDc<qZH(6W-yDCxar+G%-X7PE8bJ8}_@&xB73ZcV+^)YMYs!|@%$&YA<
z=UXKuF8P&Yu!-0qEE0G{@LoC~+4uE2()NdrPZLBsEai3mnCKIho%A5>nYagep*6oH
zR&F9_S0HMNV?}!K%mP&{CA8W;u2!?b&EXpS`L_^LSA}ixN?9}54ZRk3C0eScpJD~@
z)@Vct1rodGF)9`A#wd-84|K$S<lwJ}|Ite1pe<4^b{&wU4G2ddw!ifpuBXv}gK)}T
zEoa5y579!&ilDZ*H86}+7;zr`=jeX8Wv*eF8$>lU%;r}AYMF}|!>T2Un?X1j_Yr$2
zIGic0uL$PTrE^MPhReH<KvyAtLUuMZAO6_xMCCc2LHKrsr*B2DH#Ayj6VVoBFV3^|
z(TyrNu2M$zSjft+d#x&dHczcuynv`h1ZresY0gHd1{@TU{>DLogoWBavf7Wtyx`2m
zfr0NiI7ML^g|7B3g<`qdfAc<%1txgNYCjTngC!q`v3Q0lkHty4w8tW3bt4-aaZjwH
z90wPACXO`y(4UhuqDSc)zfy`aV0^+sAaZEDAifKvD%kt*Zi-{{45pW;yNT=4Mjk*#
zaMU+sBjpOP>L$xxx?e2Jv{pa0C9S!9vUft#XsTo3RUyL57e<{&j{|*(b9GhccB|vC
zz9a4H>82?HresBxR@_zD+=>&Yv-|K0cfTPa>=nwJnO>F6<?3zi0V1vD@|K4G!U&`o
z2<as~!zn{HWEAbYrf{gWhvUJ26jj9iG#FPAyq@!vH4=qj?YmQdWsv%as_d|*sYKk7
zvi3jr><Zo7y$V@p-{E#q=OWfUfI1HAwz2`1b!)-e))7YmXn&J@AC=UwF4+oZJnr;T
zdbN&8f{8+tnWBwHYz69BGe1&y9)pnT&VP=-jY8UrT;2fxf!$@qZSW%Mo4xnu9SKhv
z42{~R@S<Z+?8tF{m!mIM;IOUX+UK}Aip0csNf9<L9iVURf?YqycfO6BbM(RtC({_;
z{bK7`*{-vgBJJ^D)Cr8jQQRpJ&obe;AuLOX$^q~46k^%cBx_e)%q*rQKUPBNgah*&
zCqylvqYfn`ir9)^fP{Oe2Mg<{lHDYSk|nXKWIIaE&~5^?)RyhSEC^*=={sHJf{Nf;
zW)Ur+8&xslPS=NBbCy!8;t?Y&^86Rh_zTw@dgRkyPLiC_tsds1o)=L+?QogJY=u}L
z$Tx3@s0l74!0I;{5Sn9yfxQ@bdKsJqdD2t_=dnH<7{rrzRdN*Ov$n8vN#w14yfqZF
z?kWiXcYUY(eCovJ^f2F7tOy?9*5fghu!rs#{ui0_7TXwWLWHd@9q=YR!mD3MKE4)O
z(5^L;^5D=Nk@x6#lEHL#;cXvXhTWsr!t)crYVOh7a7MUbkM0#`pK>TIM=hEQ+bAOZ
z%3{>uTUE5)*4U!^NJeeZpF2Zet`%Eb^pvm34C|}+Pb<NeB_pJ$DTEYn(f9Ly1+8L>
zP9uTd<NJfJLTc{dng~1I(;SsGOJq%Zi(VdDZBf_;rwJd1Hh5!b&0b*}Y%OaB-~RG~
zEqXdDz{(f0Mek3gJXRBSIJW3W9@ZB99m+UD1l|`Opnj??x^<Hfo~MNs{=p8tMDEbr
zBCNy?y%jJyP9$babGCaHdn0>;zKv5N8B2qWW_eNDXj_5+vo`2GP#i3vc5n;m0j3zc
zir}ks$%#N^Fn>roqPVw=uaxusr#JWx0Z$Z~HrQd==_A>hn<A{dm!KooJVh>r4!(I%
z5nM`J#IgwBYzjpOSi{r{_DQK1Hp81iN)-6c$(k9J;+_NF$F*-_B-yoVbn-u>iVN&$
zdVwYkSf#a-3h@{a3=ADq;Q7AkCyP7aitUXe*OXFNAg=gnYx=VsG2=?otK!cbAxY_0
z+v3RMY99pEz&1S^I<S9a@Ad*tjgGzBlVBYy&;wxYy_*233+N+<^idKI*}Gk6xd;&H
z1wVVCBKS5chW3^H#P{4Q=}tiJ=Zk8gsFD|X`?j4>#$j;b+VqC4wB}wf!ddW>nl&&N
zG5&TGwI+M*aS5yTf`Dm+N;T$(?0y#;k&dE12DsaZnTXx4F;zrFog?Sdok4o0px6`K
z@GqKQP{%XABKSLaVMe&UyZ9Rd3}i*{-?$m#h=F&(I%423v)F~uy|sfP8iJds?F$Cp
z3OJlclm9>>IbgXz;tsYse>+8oiIcR2rSCX`3r>)MSP9*Mvhm(PsU9f3%)8N%2P5ui
zuj4Z-Y2%L9p?fPA+0o`7VUG$Y(fQln(Z0*<1v}afd<(4Rj`m>^4%yNEM7c0zM|%n-
ze`rVB{4^QWNO+_o7|$%`h1}6%U2|@Tlbplg+-v?OHwJQRbe7pLd(HW@!dogau#PDh
zaxDKFju&$K7S8{Nd0Qj)|0;c4gDME!-r_WfuS38)BJT}eVEH@W{e;NJj91Y$?NrX}
zf)g-fslOsm{<o?9ai~&tFSwHs&n~9PL=WF$&V_y(ezo{|wbGjDH74l=X<;xoW-Ytc
zWT|;>L7?M%RO+NU3dp!$N(Zb6aWA*MVsPYYd?#CIr=tI4V2o{G$S{j^bHRekPhr@p
z@}ZAax<QaoQ}!vOxwRysXK(Q%n-`oyzTjJv)@b~PkrXD~OR5|haNS{wRnCAgt|E92
z{2$7I^P$L*0jIHvlqRrNR|Lm0TO$Jos8D4<wMyG_L!NHdkd#dC&eKh@b6Q5&W=%p}
zE4YMaxs2FP20%@feb^Iwk_%^__<mB%KuUdm(~lO@EkRCfS5eARk%qtVVpbe8O4U7z
zU+D3HlJw(v9G&LfKK6{26fSI#?+Czoq0`-m4mqd$5OR*)@~6De@O1A(h@9@{McZn+
zpXo+Jvil_(X_{hm?}7IsFX7}999hAg3Esez`}ZJS*2od|mbd2Q;{o5rx9qJHdk?dS
zwEw}AR5U+pwsn$vvW>c@oFFIqhPS8};TJeL(L(|VUO0)np4jU<?|L>vah0|G=VJyO
z!pDs9>^=vIP|%OcVEYeK?}EH`3SZ!bkJAq5n?tF(DbZZ+oohA}+9&x(j<R2v&oGzn
z=B{kc{j#>dAst)(A`LbqE%<-Zv(?U?QA(@gJA$Pgca=1H3;C2!r#P|Y7w%m~+YHJ>
zkcgqYRx0=X9H@J+rI8EeMV8a?Xd7QasntpPiuQ>A@u|ItvG%5O&6ly(5~sn7#@fY4
z$&NgGgo-aVLdOq97@^P{Dl;AZ<%ozNnmkF)tO*D61e(da1S?sOXO{98f?egW=~Nh!
zuNqmZWRl-usbQ`B2WOb@o67Ba)@aG~^)FndBDfJ$7#VJ(Ez_(IJ#j2Czj3m&tUe3Y
zK4@j|rq_9sye~Bsy4u(gp`LSbmT;N~9XjH~0UC!_{>x_id+0%vMwGrgXyS;{pYYsv
z>G?rf8SC48knGnc1lD&t1v);XJ^iJxH@LMN19$MeySRDE`*F=z!5|zBf6XZUX=v#;
zgR1L&5GXmM2YP?F_)FO7y>hB}`gKtDp^f(6PxIejqaIPxNs@=a>-@VKxR{w+kdrrm
zM&VW2dASRVXLO!5qgWfWc>c`XLjQu<{>%mV)sUh-er;KFboAADFUMPJ)1!0O{Mr5x
z(#PKhPYEr_%_&|`*r!inZc%O_ep$pS$Q~_!4J9WpH|MH8{_N}mf6~&txjA|Mxkdgq
z%NMuz59seN&YN4*X+Y83<+(}iYrr9za{2dSvga0{m11-vexTmi-IsoI>?F8t2db+x
zah-Rtx|*Jj+y>eYbma5Z)yr@*@Kez3pbubPoCKXsdl-Dfb<NAj5}=!3#a}FgK8v%+
zIne8Hs=Kz8rtJs43-nFUWzcsDbQ|b^*B}p?33?oKCTJDtO3+5oe+OtP=u@EOpl^bD
zq4#UhBv9Y$)zu3@4}*RH8U$^P2cY6{b73gxrJ(c#)^gCbpwEHs1pNf`2<TbRv!GR=
zG59mR*kjez-9fv9W`RxxEe72Nx(ReI=pN8lK#zfb0Qv){|83ZdzkBQlnhJUo=oHY$
zK(7To26`9hdC+G;Q{RETpp!w*fzAVMf<K757qlPfr=U|nW3Y+77IZo2cF;RO>F=u=
z9Eblw`-9Stn`MCdK_`QzfqwcP`VCs|1a7c`b_cy5G!yg%(3PO4KyLz#iqo`m(AJ=@
zfer<&0-Xg~3t#)L22BLLA9Nt-3!t+>Pl4V98iix-F3{GXCqRdSF2or!AC$fl-U#|R
z=q}LY58*e^nV>&_t^%!xzbM`S+8y*R&@9lGK#M`&1l<Jc#drIAK-+>I1MLp_1L$hd
zdiceM`$4;dz6_cL>c#fH81w+>Hqa{2y`aWP#2IKE&??Y3@%)h=zYy^?Xc}k}Jk&NF
zbO7io&_$rzLGJ@C2R#gW5_B4#X7l2gB=SL%Kx^T9stnKs(0tH=pzA<qgYE=<3G^uF
zJD`=I--E{EmnT~PySh3Vv@2*P=v|=2pwEMD0zC@42ec0kN5?_00<8kQ1+)=<siGV-
z74##}$)IOJmx1=eN`DvVRM2NZ^FcoVeHio{Xd%wwe*Ch<ZqPK)&q1eyHpG4ERiN`g
z?+0BB`U2=bK~I5x0vgo_afR(`Yta6nLqQ8bXMtV|x*GH;(ECA)zs5WR{X6Jc&^@3r
z_{EIRK`#Y$VegRv+8i_=Gy`-U=uMzIL2m~=0{S56S<qvkG5Cdze}i5M+OHDzK{G(}
zL05vV16>EY6Z9w0qoB3Eh2KGwK;s*0+IY}p&=sJWppSzt1U&}25!CY?;uW+x=uyy-
zpp~HOK;!YFJl}wJ2R#p(1=<;Zp;rugE$BATp+CUype3LmfW8AtKT>oK)DK$xBm4$>
z1L!PJ`uoq-px=Pr58C7>_#LzZ=qXToj4TR2QnL}XH7I=tG8FVT&{?1Zenx%J4AA>Q
zH-NqX`W<Kxv~d;U6@Sk_YjqOnY|sGca?m``Gob50x8W}l_JBSJdJOba&>uiuzha*G
zHLWgachD)IS)fmY7K2uRZUX%QbPs6kZ>SI267&bqWYBsoH0?If?x1u?$pU>1v>3Dv
zb`+aH$AInuEdV_RdL8HwpmbZWUQ759v^!|e^QaG+30e$#C+IfNw?OxT{s?*;lzyk>
z9B3hE6RbZap#4B^0i6Q61GF5pQ8oP2TH_a{C%^RN<1~F)yxus*@NU$_Z(d<2wbXsp
z)m=zps1c78rX}N@g)-b8<QJ(Kig(&x#186dvGK!V8;y)JmwH!e0~7mp=++t*VT|$4
z$9vpM)zwHvnl>ml{zli3+O<ZbL9m3c!+R+3D?lyWHGu^P---81;7Elwo?+KNg5rf2
z(SH{BOyCG@yZ%JGehloNb`hL@`|pa2;G|Yxo|(a(G~8)%X_{O4ll(;QSDwb$fkp)i
z)2u$Gm$+RUY&$lgoj&mKA;?)WuIDU2>;eAui{bl0ZIB<ILw$OxAZmi6oj{4(y*tX%
zL%$94d;~q@?<OwjiGWi(Kj7WqKy`I}=!shBXb1gqo4VD`Ea<rvdiF!!?$2JvNl!o2
z{|tKQHz}j8bLb&^Yr9y^54oMd-^L!T9po)N)K*iwE&6MUQ)mm**p|71Rj~hepzdDm
z>&UlJTODoD7(6ZHsPB#3*w;Z%JExwRHl7Ong$Ta!qfR{RC<i_o*HMo-+HnP}{&a`T
zmyj7sGP@lz*V*lCM>{^mTr0>}eV%6H<-ltL$F|JIhuQc^;8kcN98SK+PuQ`)8bHp{
zKWc+}ebhQnNiBCRH&l^7k|6iyVf-u=)lqYIy4_9y_;KLvo%k#pr(fdw1bAO34xcZQ
z`qu)ddxCx^ex+T1hr}bz{lmb&M*VO&=_Eg%1U?kkQBQ^Ubqpo7m&4C1(s2qp$VML1
zeGVOROvz7~(9sq;TH)IAlViLV0`CAkk{>q$PX->zkGp{P1|G?eM}cPn_dDBn__0#r
z;rvAQ$Kz|TVW^+#tY2i0Lo)Dbzy~_<<u;xPd?oO3_WMz1A@H@p3!L?7?m1$Go@RU#
zG9+*L(9wrI62HcYyOyvK)Q4lhJHHZn?*0J02XJiZZT%zdKGegRtTpg(bH<M<-GRpg
zFRht}uCw#dWXLRewYoaR*+#zI#xme*fs?*)ecUGTNNd$z;Hy!;v$OtOTmNz3w*n8>
z2l7!B@Rh)OIO{L8>(hC36L1`xZ2LyoIGs~(0N%lg=i2yW;Oj0@e;M%Qz;V2=^^dXZ
zZv$Qcyp0og<eR;~i-5Ov;xp{}$EE&A^RNmy^*@q+`df1HZ@4&ajW#RczYV~*;5w?@
zkqao6*9klPz@|gbImnH|wKdKpGsw1;{(`&}?jeNpCF!^ycqiZ&({UIwS&)eoZ$aR*
zfn$4Z+cDX;!HfF>vw%k$?<C;kE`kSurvVSw2a2~m;3I)YipRCUdjgLXk2`>80FPw<
zVW~fo{XyWVs6W=(f0vl_WS<v?<pK9QaYxQcl6a(e2>_pu`XPA{<GdIyCY|)lkn4c|
z)2W~0;8A-F)<LE@?iKZR$`sr9PT;A)Bjv3lz}o=_vBy~M1t@0khY#uiFUP(k>Vwdj
zbw4HcS>%g)F*rNF9)2ApygTp*fJe$bS-|%IZwXl|=BL{IC<gu%@NQ1Lz{WQLe;IgJ
zCqCcC_W*w%c(}2kev%(g0_V9IRg`Ag;Fz1#54smM=4kks_XDSURQ-V8j_VK|H`}(P
zL1s5(!ug!qm=64I;E{Z_3iu<y!{sqQ>Q9D^q<=cDqx_D(xI}PL8!te|*N}-67pH)K
z1U%B*iNd6LA9$qP(Hc12I|Q-)AlCvviiQF>0eqelAHL3A66NBZ57|h+#pQn^d_M_a
z3%o7xNNwx@P!IUU+BgE4D<Bi8A7_DIbrBn4;J`(|J3IT~SW_<rz6y9GKV|@52^`IY
z^;16ZeBh&;c#XASBV=xaOt^R;KkWj3dxSO!KMH&;@cuR0pe>vqWtG4m0DiazE{~Ud
z4zCxFT>WPFTt;nl2R;vYr1_f#d<F1u^OtNW27WW}@ilF5>@T)K<~hhjnpb;)KLmWR
zQ^yK>ULFTdk6?Ci;*R}E74Wx#hqICT*eC(_*MYZp)_3etQ-OaAJW{Mp2JXUl#o=Os
z^e+QmiTdGkJ>{@W*ylt2{gkU)7lq_7_Y-!mE{C4&Z%4M{B=CO#$FSQm>DcSie~NIi
z`hMV4KT^!60jK-^k?`rj9|7LU*?yiqPOE_L1wO!uUv1;tfxiPhlKthtUj!b>&nJOD
zagp{lY(UF_L(KM%<DQfs_-^16ow(~VHju_K4R{cEB>ScVKMuUBv%X_3TLt_};Nk4|
zqt13&|6+OX1;{jeC$bHvfX4!lv>r#{CSW}9j!qkA+hfogcw^v^=F(8$ZGcDW<1FC4
zfQMVJ$%m_f_XD2dY~OKKx*zyx;JBr2kCC`7$oc98;KPAOvi}tDalpgn3O`gv)kjVO
zp5xRn)~`wA1+p;-GEYDz+&B>)0DcefaDDItr(fRQ4SY1NL-rCwgr7-f9b`U$%*Ar^
zF37BUH+*g;9Y=xx4fuFmhqU9!tv^8KHOPcpV@O9md}neD_|lp>9C1tE!z3M#><{{W
zhQ7CpH1Fwqo7TWX_REg@2-|=Uxk&xJz%wt>{&C;~fRCur2fDRJ<5dNG4)92Ms}a8c
znRSu&Q-Lo69w~2427WW}a4|>iF9W_Cc%*pR27G&j`hL{k3;cQD7mL{sAme&3@)~vy
zxCuO5%#w{w@EukY;F0ECKj003V|v-KHr9^kDZqWe7ddg-@5~W0w9ci%hDngwiR-A0
zqO_2hy;sPQEjys=1IR_nvxkAd3Ov$%u^{k&1NTFh)rRAI=f(GJgeN$0$9D@!z~2QP
zDV_qrwG;R~N@snSIAD|g^vn7EfkztewZJ<9k2GI)08a%TX)F!{?+QHJSWx>x;B7C`
zz88w=`}2@^65Dr?|A0@rNc{ltbl{Qfr~fHn9PmjY{u##uO!ln>UJ5+PiRU=RANZ}n
z{Z8C5eupI<Y5an~OHe=3_<3=oZ71+Z<C6sZ4&d3&_FdwO1+qT?`~+|`W5<_Vqx>kM
z{~6&J@QdyJ*Fokt$fP=TV7}1NnA+G0yzcwq*Kum&2=MyAFSb{p?{%j@CX%1%``$4Z
z!IOd0a}kmJlnJ~O@JRcqg}{G%D16?eK5PVj$;0?g3D?#<%@lD!MMLr41DTWXQ!W(@
zi;ch8l^)w@gF8LezdkBGHffzF5Sx5stw3yQi7`AjtspjaP;By`*rdU+{=u=02FJz^
zj`i~Y>2nTxys*_ndgQCRT92OZDc08OC<W7SBIpgS=iGmb);_BBsa_VX?THqU`G)SP
z)U`D(!PaXBI^0v~))t;{ec;yCMv3ye@u2-Y_vu=o{jIvTS1Kmu)*DT^FVPc7!x+!y
zdXaC1Rz`AkgPE{4dScrv@Wr)j;8RihyKYR98$B%^^k`3dEFqS=hz@E^>G{$%a8H!}
z4(TcJw7B1+?Y=-yTt`olzCrigrfc`umasX0e*EcyKRxiL2mbWHpC0(r1AltpPY?X*
zf&be)urNN2b$#Ag&@{=5ov_*w+m!xBi(U$+|MSzy)BnLqFMN&0uWhx{nAR4o78osf
z9FO^>{vUN5llX<(@ciO)9j=bAn9e+o4*c>;8YSs6R~lda_<QvNx(K)hk9|77R@D-G
zEyYXRC;8ECalzkv;1ahj_{HZTc}+x$;b!1;E|uNXw#y5?4*&#@Dew!oS@>1uOJl0a
zcS&CLBOt`IXh~K3cyyHe6EEfQ2r2W*j!MbD7A^G4>i=s*{Xh0K8+@m>u;<^B{v>Iw
zSW(_U(zcTJlysP+6D6H3=@LnAlyr-v4@mlyq%TSOj->yV^e0Jc#mV+1Z7XR{Nry=~
zQPSCxE|K&`No)2O{~>Q5e-i$;`u6@*{CB%4{;tU>y;D-UrudV_<<9a4W)zF^PCeSw
zf8MKPQ<6KUbWVmcibIZhOsL_5TI=2NdUs7h*+$u(q8G^J{6V>*KPZ>`2j%`hW*^O?
z5dY0cv3z$x`Y@b~!W6y0zYB#w6s~A<w8t+oUY^3m1qE{p=J@enJ=X{TJX=yjc1A(L
zf|+v*!pf?AM2U6ypbo>wPSQH0qrS>pvYfL`T!`L|_&?8cuFB5IpHY;D`&A)Whn(5j
z3kw$%<FCKwE-298h}xm}u(9K^Mhv@LtEOVyq8Bf=p`-dgrU#85pAM<9W9U1M8ul2J
zk5sM|Hnt#l*VMIO{@mj1*@ZLa=VmXYKV8c$giH(x(o6KY7Tv>2Kq=oVv&vhD{^5T`
z&!0P|fQloHRk<AR7bUIf|3Am-e}Al0ywU%Zg18PFZvqP+Z{g;y8ec`j$*6tDV{-io
zC!_WvnWNJvtRlu0{r9=_N|$o~Z^sqQx&H@p0OywfD>;BF{%_}i2yqqChl|D4|Fr%E
zIq3ff>!ONZMZ?VrHD8{%$h=YWWrCa!8E_^$o)#Fq3gsDMt=v@qD$f>_-{}?8B#kNV
zu=8uS<W=5ZCV3@)ljPMI;ei_b^ELR7YVg0-;2She<93z4u9Dv`%+V?(ujYAtGa=tj
z;;E8X^|K^DTH^Ogp1wPw*S{s-O0ZgV^EAFvXO4O`c)#TNZ$u#3v!#%4!?o~zlH}V<
zevRb&O1@n3e#xJdyz=jNHTbAjX)LMi4M<+~Z<gd$|8`4W_2(VQEBnq#UfI{Cwa~BZ
zn=W}jw~8Z`<duE5N}j)$gUl<EA1LL0ZPNHk>F+Li-W&kASMq+A!uR%)zee%{+NSYU
zJIUutUggwc$*b{MC3*h)1Jv;)iTWwBem}|kB|k;-%74ow-&x`hNM7mRE%_c24@y2(
z@;^zwgXI0~)A&l^oh7gKeuE{i#$%4;+sgVIB(KJAcMbXDl2`t9br9`sk@dGpew5@t
zlf1I8c1Izv@X3-_{<=x>O=bNZl2`qCss{gp<dy!fC2z|5ze-;DFZoi@zS2KN@=E^{
z$&Z!wcS_zb`6H57{`*$)D*lo?3H|?+@?S{4x8(hu1+L<$i{zEPeI#EllBV`+vXEEt
z(jZ0fou$5^l5Z*b*^=)j`P(JmRr0S&UfEwMc{P4Fc1>f+SSi0r^0!OAb2ou2dwWY>
z*)vD-Ry;|5x~%`T<W>KFm%JK}#@&Vf6e*t}d1cQPlAkB>7bLIR`?7|7RSo%>Jwo;0
zCV5r=Y00bp1SPNRtJPD~SN7DCyo%>+$t!(pYRGSre1B>Go02~)`8#?E{VJYLNM4O+
z?NouQ@f;}m@v{D{l2_w%x8w&){A0<h`4ZhbR9`>Ix0mv{l2_xgMe?fu_e);I_eYYa
zXJzSiSHCo-s{X$uug3p_8hGvgLSFg1Lk)ho<U6reJS!;q0g~S>d8PlL<dwaz*QkF^
z@@hX3J3zEQQR<r|d8Myd^2+}YNM7mRBY72{%?1j6s(xq5tNEHK`Hr%^Yb3A6=kJnN
z?Y%2`HGj`ZUir6EnrJUk>KiV3rN2<}gC)L4@;Q=kI7rl2{b?h4rGKL2)p~!w<W>CU
z4;J+YN_~$=Ud89{l2`Mi^$;PyRLb8adDZ^Il2_w>T=GhP!=a+S!iP#;)gLGM5mNu1
zl5Z;cy*288E_oGCt<r^l<*(V2SNe-<;7>_DN9s=;ChDvCG(_^spT&|_<F!HZ^<@2f
zCBI1Wb%zUmJ0)K(c@<x;OTMqfeE}iwmwX4wCrG}p<duI`OMa@vKasrZ?>CZH{%$fN
zjU|=+JteQ~A1QfNf3oD2f1as<zbtvB|0l^$lJ<-qDcVbt{1VCgCBH@Ts(%kkUiGh1
z^2(myC7&(pPaBoSSE@hDBtJ^xha|7|pT9}IrNo<Ni2Cy+zgF_fo;zyrk4QdN%0Df6
zm5*exMH)VhXET}eE-XvKbr)DNW;1RITO#7Zds$ulh1nYoY2(wuYXnwkS~OiRx@8^z
zMa4>74;yj|-BqJYZCD|usJM<Aws}2W--KfCum`Q{c&$T}F`5)njY4k+-MeW7w7ZO-
z2SIWiVy<rM`VRo>px4?0#9P<|MQs|QMa_HV5L~xSe34+6CutUnGBL_^+cmk3;IVUY
zomB5MuA`6RqbSOQdx2Us6?m_OZFSo>pk}?v=xN=Km(<p&U-Yb$=Kb<&6kXbwy62q@
zbL)1ia|d0&kM7m&UiVSD?v;k?9(Cb9&3nTdT=%SZgsyL#jq6@@sY!2gJg!sg{Ycjb
zNl)*(bf3W6wimAZ)T>9=sRpix*P-UUS;KK15bYiwgX=A9mN#VyuD3QOnON^r_=G?1
zhCia|dbqb<te(^cM_m_|uc&$n?r%|gWv5|y=(A2;>f)8(G{SXV9|>r_b*NY`&LBT%
zzVFduy?UP4Q6owlL+a><A;wbA-I})pwAQQdejde5n_Z5Z-}Qa*nZSL%1$Y`U#@q%#
z^L3pLrgj`v^lIM93~;gTB;q<kdjroUdAM%+F5G;)VT$(~H>zxHg<t6DCT*yT)*AMV
z-UVe|-&ILqdNC94a}NcR%1k5Q_W59XGvoJN4i7f$!%ULznGRt3GL!7ve<_%L%%u7b
z3<A@inKa*;_F&SO3HUm;1~Z76Oy5&if*H)rWZ$t|Fhd)7F)OC~ZbGOv99AzDOr9?t
zL)$RGRxk7&BCAI*Q|#L@8O%ub$1-2bLNKH2P!z86jl;swa7-Kp@eRH<0Wf2|^`Nc9
zS2_U9WpS;+to7|A1((;pA3oUVJA%k=cxA&bK(_hri~%#{l0IOz`;OlXW-6Pr!?zQ{
z4W~uZtlH%pL`=31UDWpa-lz{|I@?z6TZgINaHcm63SK}6V;CA4JS2;ccL&ljHuJt@
ziYqq+V!bq090z0<#{rf8hC$1G8D_<LJD@ys8;pwe_P`~}W-8gbDBTZBye$wdmt@tU
zV2PdxG?vGGNm21E<bgNGYT9L;Ya`YY^+5spSO$@(#5A+k45I7JU#Anj*=))DMzc55
zTg-_}Z#7Gq-e&%t=_a#+>1OjYrdv#HCe`0+Hf6fa?9TLda}d)z%si%dnj4tjWj@06
zZu4EHe>J~ny502Uke++ZOPSthj$nGfnalJ6a~;!%%tx8-G~Z(SnE3<KU1t0&s=wR3
zl<5=ZXr_D2Jf=^YB}|_(|H|~A=F?2~n#Y(vZQhGmj7r>R?q&Lnd7SC9W);)@W+Oyo
zRN`~yP^JgWY^Ddz>zN)h?`Hafxu5Ba=0{9lGOL+Zn9b)<{ljKYrZ1b5n7(2zWBRIj
zJJTcPKBoUN-(>ol`K6@Mc~t*(GfC3nOpltgC0)bx4fB3U4>5hy{8Z9fbMe<jiKgD5
z17F1G4TkYWZM{JOUo_TZsV{93o9VIS>^6xl^jPw8o5a?7EV;K$Vv-&!s<+o;MfDDP
zELERUnT9`Z>QVcE7x%Tk!?m|@ruh#rzQq9m<7(5?(Uua@I4hq1T%>`aX)W+}-G%Bp
z!<QCfo;IEsv*~L5umqsK3f3-7Yyo6aOb6^W>AyvrU?KgQcL8#F?L;4b01QpgfAvED
z$&Bk>sMY-3;0)u{GPJQ4#T%@O0?IL-Dh6~PiXT&uzQe9M+n~SN)eixC&B8xKzohDU
z#u~)0{u!{ZE&MU6-|V$jFl?#u8q((;>LUF<QysiThq(<QbBz%|8e^G`z<XLUtj8aR
zMAY~OWAjkx7zJ#i!d<7)jOPD#9`H3rlS#m@0=7iqI;qr_1?vL8CH?~>s(oa~&A{nD
z5ELG|x)<zge1|a}9(sx3hb>5p4%R}<H69sXfihh5Nu+}1G00(!hk4tL&@}RdPK8?H
z+t@ZX@#;;tK*``QM<N-039#uIEG2r=-Z68d@xyXI4o6AfP6r|4y#}$?v|lGOso!Y2
z9*_{%0AFN6E(Pyic)N}O)cQ4^0(3}|1Kk8V7RUq(^<-x)<bF-d&R)V7X!!?fxd8Ii
z@@J5Z*s^v#xBP6Hru_wSkKp|e(*5RKN6S~X6X?r8UboN-Th_Jc0>IwE*h4fO(}}D|
zq^(?&C_NEN80-R?-4FZKrg^^F*>wiv;#ptqrkyeTdfas}Lw)$;4kL>85pmbY^Z_@X
zHVya|hC2EEbX+w(n<r!!hRDvYA$yi(7c~~LcZJB(|5okPdy-|Zy#lh$GJOYuUPDZ?
z%#Lk3qKy8BX4emM(Y6*%imt6Q8sPXIB&cgE(uzQuPxUoTr+L&o$M-GDyBxy@jNOTa
zM{hpI=P^<Cp(q=ZN@Z91E}=3K#@hb|<osQ0CoNnKtVIt!rZx&v-duzXF-SLzd73r~
z(t3Sd=#BBAB`(0$qeU;h1#P3E37nC;NNbU<8@;fLpqRRrDv+$GFeATMYcWDM+M#Cz
z-x&&<)8Xe9m+8jvG)+5=2FeL<LDl(#22L}RZ-Y>_ZoJnXKiY+o_mz-l&Y1&fu5LU&
zACxS_s%=*lHke(p&up<&H<FS5+Ciud3DJcu2~Fc5RH7S;FA+i`!wIo#Zq|*{*9oBo
zmJr#clS4E!|59kWQ#br;h5v3Mp-yC6Viycni&VYEX)w`LZeB_y_vprBw<3?C;GZPS
zzBYpefc~x<KmA4c?p>uvC|jAkV7AucA>FtZ<*X|u3l$#KjWU-ga8np?!*0`u->krx
zX;Ce^nB8DYRLf*@Ak!3c6w|KeB&OZX@0s>6=`V4jTJ|)}tBCe88#3)}-p1v9%)c@1
zYd*rXpZQOw1I(*fZlF1y=^!(Q%Lkham<}<oVLH_O3)5j{E0!B>c3~PY`!XG24re;b
zJj8Mt=IcyHo9{CnV}8Lj(_G4Omzmi_TlFwYnD#VZ&L_T?c?vYK6%IB{JbDv4VMKed
zxOlxdGBh34iBd<?d7I&?*t=tH2hgqaH0<W?iH^k@oCV(9zcYS>5G$Z=eQ4bZvB87P
zqj2>yC9`xqWULSEy5APF%*WSC9kXbvS|6~j^>t=f1a4I8RpxA_H=3_8Ej7Ply3X_#
z5We1Q#&m<(o$1ZyNT#=#i<xdRZ)Lj0e2D4o=8H`4Fh5~>r|DWidhRw`G2L#aGriBe
zoax`q*-RfWuV(t7c?Z)S=02tmnJ1V&Vt&hXr&(tq>8osT2iy5$gN#h#e`?T~%c~lU
zWco{k?M#1dFrDdd4OTHd*WekVZDyKuR*GtqW6};fs!gu>4wuh1PcxlkRx`~r8z3n~
zwV7*nVmi+p!t^Th3a0tywM^%mcQajN?qynNe#Erc{GI7yvpI5pRGTH{Ag0UA$xN>{
z7cgCEUdyz^yqW20^Y2X8nB`3WV!p+6t$BuNnVEn*9MxvM*_7$cW;f7P`kg-fx#Gu(
z^=^&FF<=uhpCr}`(8qNs(E@}m!qxS9_QbAQyD{~$@V*lT69#p_k8C91B&DCoM6@Jb
z=`!`%;1h^V%61v)l&jx|=qGr)#-ceb;XT5pyNnKFf&EP7sKJ=ns|?}FIWA)kGN7(s
z0<^V~&?k_J68*JR&@szZyL1^&(<svQG>D7}6`T3wdPwED8vleTHS;sHlr+~>j}p5U
z{UkUos{J@~K59p`A8*cJnk7y;?WdU6F`sMR!8Ff&lIdLYRnQ4HqINkNvock$_E^nZ
zn9%86)eg4<*0;DH@M`^qE;yw3uX6x|<k#r)s9@wJ)O^!N+rsdeIWehquvOaM5X-?;
z(FHJ-CT=H`xi81;--q3<J*SD&`GbVCR#RlQ)wQ0lWAmVUip`f%b3}e7P~ATu1>1s+
zM$t`RW}tiy-mVuhu{8nRW^BO->er(9FACC+5}rdI_H3*3^NsjP2+9QdJrLL#Dl{tv
zyA;p8#$==*eZRuQC~DEvt)!OC0r|G-G2QARt@+zvufJWdO=-m(5(nm0-Dr!Q+Xs-1
zt_#r*sIA7h(h^_p4EzqgHtC5bFmdT>lsvB2rsYdie@{2gEE3g6hg8>z)e`GdgAeJo
zU6}YO(_pRdjBdoX#O}qCrlv)U=Dk@EXzntuxdj6Pfh{ETDJ;^=!8mRBI=hUn{e_|b
zu%JZRqx$aFYyVP&26J&k%=et`C8JYjtppS2a@~Sasze1(_JoBRiHUBK7qk@mflc3U
zy31UpY3=JdggVVY{9l5S_Eg1DNB;>?uetY4$6qO<8ElHdH*#mioJR~b{T=2sa$gx6
zL`~n{;C}a1-&eTSe6Jwr+|!ux`nF={;Lc_y{!*&rp5gi>8Mi(lx&d$355=e>klC(X
zQ#I{gls>8uy_(_4SiIcxU4Lz*X$Juvv0x8Y6K&!o#GiYyYtwBQA`3DJ(xTH);H7|Y
zUmo3dJPdyZ-fHAt75h?s?D@E3T}Vc|lmK^$OM_5bV3*?UN+2ZyS?k)=N7K?!I!YmW
z6C1wS^)do18_+xpZfV1}xhk>STM4Mtf|G1`t83vV{HPS5M?+wpRpjo2X-6>O_bE^Y
zzxSO~*gUEJB-k8H9ZKy^uBeCo(LDTK;$p-D3V)(n-N8t>k#4NL0SiA$=#*0*Z`VMA
zc`mpU^aeZ^s66!s?AP2)bYmPUP(d2r!>kG;o3#e)*NvS^5IIv&K9ewRt1V+~bfXv(
zY$=LwP>?>78WVU2-B`Uu)3yS;*TQ*+EATG5(W(=6fWRt3aG^vP&>h?0%`o6YNCYjZ
zOuLm--7q0=9+(%w%LeM~e$h%_-S}n<Vgpzw3#a-{Qv<ru7u_8UfpL})bww8~H6>q+
zMt?>j145us35mfPb!ZasEWO?@6m6+#NK5WXx{+6+X*6$chcx|Qxv))m;7Vi?_cYy@
zG88{l4eVtLry4p7CA^2k<esA&zhmTGA4B3xONs^fyhc;op2^XaC3`=<ktV_#-TVoL
zx1kIA;dH(rL->OFz!wxleDSWjXa{GGAVr$XjHUVixNf|PWrY^LyhbpuVJt8K?bVHs
zAWl#TLG;Uo+Uz%csP(LFJP;$G`aDhlrnl$bnY%C|?iY2V`D*-ZC2GAvHR;0fF_GNQ
z4JGnaxI^zk(;%8;g@Plxu?Yc0_39uOIqI@1R>0<%H^5%^8@llwLY=UF5yZ72GvO8Y
z7rHS58D7`NL+*0CT~lC;)}6s`bz}c^02iQqxx(~0Bv79g9QVU|B26+qnov>acirfU
z^;EwPB~Ms&=t@?kb;-R$Po!bhqX|gh#(XX#H3>x@pyb=oiu1`oqFGu$+<(;@^1={J
za-w#7mvPtikV;I%2;<G&(2K}a(b0Y`;|Ow>uJ;2v+>*GOB!r5AE@NUYB&GtKZwZhJ
z(RN!lbA-##aKqpR2yC^4NDB*zQ52G+UB+fOhkpP5U>HdrF3~dfelZiE;a!M*aiOTR
zZ;{LRXd<M}L!vhBLx?W^hOig*CCs1!eZXaGz?9HiL87yg5_7j1ZBvYwJYxpq7v0I?
z;lRf!8R0C0WZW;hjQ-dJuuwh(mRdsWFClcoW!zdOg>HesU6v5pq$SXa+WnQwxE^b^
zz8m24mH>wXjjEJNbQ|MvTF{R};xkK%)ztry)`I)={(Sl}qU(d}=r*2QE+lmmdx!+Q
zMcmf^B?CB4)=!Z?g>-kfaZRBR(tAU4AW5&G#{1+J%))-rZTyV&f!ftC2bOJV6ZkN<
z(RQ?~e>Je{torr8BHJF+lfTExtQ!ZTz>ReqjlDuhe-M(7TH5M=LDCQCJ*sT!$!=qA
zsu0rOhUEK}Ze!Oike=Z-Qn4SRCiNfj@f+bhLj^w1ZPYbn{rcDeHO5=?&G3?^irq#-
zP;!vo16W@h{{j0K_X@Xhs;9&!0K3x0%c(avx{a(QQvYIL*Vy>uWZ%thqhhSYHv_xV
z##_w-zQt_}K>Ix2PXc?!#%cfPzSC_Co+|OTfxU0x3HM9}{*c>v6=SD=i}G`XQQvh^
zrwM`mZsW1dD5}#8|H}d1wtz0;Yx}KG^P$@q4RiHWNDNR?no-mR*uUMzF{~?W;$&dc
z2<PxH7NcqRH*RALavf!TeHpNo7Vgh-VLlD^Jd71UzYWEICCIk0{>QaZ{~o<-S8Qx_
z!|efAH_EsHp-YnbOZa%BMwR!d%DsB80d|!(Q3mZtNK*d=A5mDQ*g)xrI3z81=P2W|
z?kG<L*d|n<5B@(S_s}R~_Cne20N^7?#x|8@CPo<_LKinQ6Zrg4Jw^k}cK3`ZWAk*W
z=r0ghuM}wl&yO<3W8_%LgTNkDN;G2y(z|<Ulu?8YFgu_E*uU)hjNcGtyoSi(`d<M1
z%C3J8R#^AOD5L$A_yw$Da;YDg5O3~?W-z`f%6M*prtKlT9k5P>^Kd3CqxSEMG74$I
z8-nsNs;-O`7I-4cShNZPvj8rz1U4e>w1kiALBq>Y2K^Vu`Wk>`N&q)^F}sZ$Jh6Z{
zmD~?#kAiicfgF(r3A$^0jB*SyOTGrFk3uE6IU(81V-!u3l2wrMwooI-Iyp%S$zC4A
z57)BJmXPWdDrqNOBR?A^Z1EVI=1K9(AUY*PToXe7@EB7jN}(kXxG_YCyQL-2_a*Mb
z9wP+@9Q`gxJZMSL5~3w!jf21mk1+(fO5YFgkP^@mo?Hj4cP--`nhEcr{ItS2zU9zt
zMFw^csbw@YAyo|t9|qA8zzLo5;eK8Byoca(`2i+d0=&}@*&slJbYA!Dy9rXmAaSK7
z#cs2GlrXj@L~~r8^{XMe2x8Y-qMUz>yOCLp$6cO(7KrTN+5&;Ql#pip?Q-B*x~HV0
z@Sp1`U@s|LM1&aU$F4)?-l=7*gLPzv>m;Nq!%21<2FVX<8QoTjjOFrSz!UMd6M|0P
zXKNYjFbUjW)G`uFrDR`736JtlD&yr25U8wWw5TfuCXv7v9<O6dfN6%Yt{XJZNBJ^p
zg3|@<DYa&E5kSTxo(9)SgKq&&|FM{mp*~2Ny`B=x8Sd1Rz+ViJ(OIzVD~r%tL&KPc
z+;;*3Us^)Eui}ld5Nc@{`3NQYKMdkptJYXZ?55tyfLRag#te*|t2-oy;?1`Ph!M92
zY!k(;0smU$MPt747s|MK5Gzu3h;i28I|;_hJXm|m<9ZjtPR?*`f!HH>^Npv+`zW(G
zl!(>oLo<F{FY3*^OxAl1bv{$|Xuo2Iv(DQW`Ve1K(QdcbzUeq{)j?6T3(fZIQ-+&k
z9lMxcw?VAaCaGi3M9z9XA6EO0ed>4tXvwtQ?%1Od&jH_5?72Jkt=kfa_tJ$rm;njt
z=uajJrsM4zw-ol$l}<8RGHs_i_7ZyiTw!p+?wNpZ0K8V!(3;U=-*LFHW;0e{s(lYW
z9wc}&6l%?A*Vb{A(LP2rqn87E$$}@*Hmu`VW8?q{e+=kz3-)BE^L-#KnsVLXAHDc^
zXC01ywGaw?^c&Yz9_!xdB`<zd7l+ivaD)UO{gTwhGF*&U-5vJXN56%O#azy5i%x_d
z{r-uhLz{q=1ce^`e!Ema*3oZ356D<Yzt2<gi;Jjrglf`-<Ad%-)j0Y!gk8}jYaRVQ
zUm+CK#?2E)T~@^kLXUpYh!(<nMG&`-eyN+FP#*)iEWBMqVT^tB8?yo6Jd`h1m_C*S
ztfOBk+^$CxY90N?BCqOyMag4U9lDYgLyvw0SVzC^G*R9~$=T3~6UaZJS#|U~4IA`m
zlCzF}-;t^HvAp~7=5FX$lBw3wZ|?{Q=)Hgrwj^edgmv`Go&kx;0P`#XQX$&5j()?C
z%W0c(t0hEQSg6L)uV@Tr0HmG`BN=-1`y2^De-mP#UMOlG{pgO4UIhtnd)3A9smea<
z=ttkb>CGU~UP*->{RWT4T^+J`F!0ezMmWnl`rU#36${OQK%phX{<4mKMT4c#ItXmF
zgvciQ=+|QcntBxAeoKJEfkxFn`t_mn>RXWb$dY0;*3nOcLGmz%qu<Y^LQ=1V6)XmC
z5x3USZ{So*8b`lppp%63?)d0K((|ct>*zNM*`M0gvw&SeIL`v>=ogI<=laFKmRt3$
zqu;3B)S5c_%}*0T`n{0cVQI6Dewns3j(*E(2_gL`B;T=gTSvc!*GO%Zz<#o{Sw}yA
zXIVcUMmE4(^vyc@eTPjG+nx-pr;V$l-wEt18P5bZ(Z<!$uK)u>ozNEoTVmtt=r_(M
z@r}T?*tk0SmGu{iK;H%IDH~Tuzd1<G91ll<y<_3l(eDISJN+!me<qB^MJI9l=vUMU
zMYWNAo8oN?=pw$<(eKGyAk_^Ly_J-G^xIr4O&AaCa>6-0tfOD*^&++FMZm7MaCP)M
zidn92K=JJa*%n$yzh|z1fOYh%lO-hegAhMbql!BERoGQ<^rJ7eNmBm-AJtTa43vIQ
zN55hDD6bD^`0;iKsH0!r8rg1d;6q8qHdP({>c`85rUK6k)ngs~zQnGQx~ks*fwfAJ
zee|n~eIZ+WFR&d-iGB3@8)h2Ue;(LjyS_U5Eu1dve+n#U*H=fsV<Y7E^)7_I7jN!}
zee|2Y1rLQ%CT|HWiEtiH>*%)?Gfp3X@)4@8j1_hCn^6w}*#PHR0?RmAsiWWG^$=JE
z@J1zI9sTGDWlkl31N69pb)I1yk=D`AS0E+nF6w)slH8ni^t&fPN`4P1cNaBstdo<Z
zb@aP!n3QY^sji`tcG9(ue%C^Rjm^Ntq!4lY=r<A3&q9kJaD9jncgsHd^=JUMY=y+V
zmJ}@^_R;U=x)9h4@Hr)5AN{%^E4q%M{FK5tzU9!Uqo09H?fMlGo@C_)kqy+*Z!(Ti
zuEqd6S^~W771=-?{gMy@u0fEPXi0GwZ68@jzk=ov&4<`hOO#u*j(%s5S!hq_x&;DT
zm5_b(`#_F~>mR@lDqKW_7-x0#dk@Pgnc;dLQfI<Rs-xfYB_d<FJSo_V;cd_N8b?1J
zH_XUhS5HU@kMd5+I{IzK295>Bk-$nGFLm_Gy$TicP+mk$aJry9rFHa6m?#aVL+e&c
zhWcO~{Z1jda;J6yFAtH?S<pKAJ%%2?4S~-sA>LPo9{o-&(X?M7;Dg!1A{G+6sgeY7
z^qW5fU>8UX#G8+P#I(N#rpQXvvd%nzsdO3upRH&+t3{v3xua?ST!=J(Glq)1Z({{)
z{!T}Ju!z3fY5s0Uy8Gm%yL-)#cYKUA_k5r)YT$u_#BRtfKTblCt{x~zLlEe@p=mGP
zu1A*wQx6n;iV@QPh2rB1()SXs9w^8`27C?$y8aym&W8%A2MW$NhCnRZW!>^S)o3z3
zX&+*pA1I(>j`ctRJq=+!P*93g)CrZZz*~QT+RDe3{XhZfi6$`o0|m1HQ}w@wRM&}(
z@Ib-+22#8wO?5?!)&m76mg6}Y6n{a`E94IAfr1tNgrP2UM?lsC1vHG-0|jJs%D%A(
z6+BST46!u`75ISy5)<7dFK8*d2SNxB6dc5vdAU=FLuVdJMCjOcMCkC>kkpLUbXyc1
zL$hM&F-+@$g5Ed*ss{?_G-y3gK#cW30WsDC1?PHUEkJ`G<L&x@tWysZ_~P(iRipHG
zh3H=}EFUO1jGIAqps6X|Tv7juVD&)3r$aGB7W6$qTJ$YYr5-4F92*YnfdV>xcHxe7
zAsOp|f+05|4MNKb()0^A{|wr7uXRn!#F~uKyA+~FQ6>@38{F(VIRSs+0q7YE_Sx`l
zu0iAR1Tdfz794NGTV2Cp+t+}84}o=7!4DMN3IP)~vrRJi)dK}5fkjh?tOpA2UWkn{
z^bbNI-4Sp#p~eJ^2MWHwT+_(->40Vv+>T)DfdZZjRBk;`&<Dww3U0xBt5v~zpx`Vv
zZ~CJse}XV>%X*+-f{7gvir-R@-jy1&9w>Mkb%VgZw{Tj_B#s9PhI=uBy%2hMvuge(
zT_~|0DERSe7|<CKy)CI!yA?c8@G!VB!01nsgcf$c^*}*SB)I}$D=nPrJ59v{1>Q7G
zyA1;OSwhqmU9_YgDER9FWIzbe9T{#(43_mk!AOj-{XoH{LHMQyC0|0CZsyoM)Y_^C
z3ciL1eW@59yai4*YCKTz3T>H_A<@^8Vn15B-=4|QlqGxiK#0(NwPDzlsQYTXrBwIT
zrbAKq`)bR9SohTy`~^E;6zrvTS1*HMbfuGwbzhD3s{3kNW&=I}_$1z3!@93_08^MM
z>c8NFeudw4(=w=0_tnnV5zXk0U~@CP1+4C?9bYBkUV!>rFx^+9bf`tsMshIrm)c<Z
z)1;>NjzCLT{r&>caH}6>PPO_yh-<CsgXH(-AI3aw)%e7*UVhq<`YCFB){$4<37_ET
z_%@`&JQUdUxlKZw(MPo(s*Ub)Ds2aFttB0Sul1&@-7(3i(uE%TweOqGp(n%I^SxUw
zX*AtQX!=ig%oq}+25dns={4|r)BWz4d_qZ=6Mf+ZpuXL%n41VC1&)VNk{-#Ty8Ua#
z(B0ld8p5UnYSpJ3w;XA_OX!_66PA0wiZZ{#LN@A393{NpL?!T}Z3%DDd`|EfYy433
z36y++x9c2@b9ct-dyI{1ft^RW7uyZSbh^^&KMBD5OB6pVs2ec|7jJWqk%U$V*OT$l
zld2e3lQivIytO@zG@Q?MWBe*`T|7oCI1<vQ;bWF9O?w`%*V9yd<rc^R*Ue-6y|ob1
z*Fo}DOWMf93DApgqVC0pwhmg;cLLi@ICn+h13X4Y;Cy%d2(Wh*u5&;d^p|Yj439Ar
zl$Cr7fuEI-Ch+kdV<2!=l7OBz!CUx5D49zAy3%6|T_c5hLSPUHkr#Bj((2RZ&RfgV
zi}o?PaX%TK?J*MP%Xa5NsF<pd@uG?`hxE?&81(ld-1r6v+)hHaUZX#`X`aV8UnVs@
z0fFagXmWcXw8&%ZR-Qi&fzLuUxjWq=zU|basj;MP*T9gb+q^L}Tq4eH_crA4PRb`E
zDF(Y)7-Fyz{p1+rnU|ztqs((<3WOYUg`6hlN+SvqEvfMe62x3tPJ*OTsA2CWO`Jd|
z=E^ogNtYAdfV9AK<tai*ftV}2u}HdNI@K-n#=H+e^kJR1E~OQ=lXqrG18*at-nC*h
zd@Ue^`Zy*O%`7|>jI5={WX8}_zKzddF^<WKPUt2aHUwq-R51CCzntL+<{{$`o_CE`
zH{e=tT_S2-t!mM?FLo{K3mJaOUu#ScjH0c{7!6YMxT-~rU5gvEKI|uuu^#8eVC*Rs
zRHZpm0e9U>1y9_J-kpW&@9=gtqhYa9!DX9(d9iz~i#KCBUD>ICRN1NEdQ2X|^}hHR
zL{-|8Ix7{JSa0oA@Ls79(&s{Qfi104fzYi|!OlfONZ$&{yDe!e70`2Z-O-x<Phk5A
z=dM_(;7miDqR~VBU0|OoyhbXB?j@C+BY`wa38xCAf(mStSV<FL?G!GROkD+MBNcpt
zb&7=sK_G*K$O}4M*{NV=Z*ql71xw)=Hoh1_*HINRUR1GC!Pi+*@9hw{pM-3^Rw}pz
ziy&)y4gxRN(4<m96XXjT9{n>2d>yKZQvpXvG<72BOf2Lm6<h)vtyI9XH_3}4P6Y!j
z45@%Zk*C<un=~kRvkQdGJM@@s5Hb&}#>d}u*CGTy2`)z=3-hyf{M90V5T>=dY8tvc
zm#$t!Cg-PP+y|SX1~z3{($6zw^ZT96lkKdr-AWQ_#H%*a)u&FOY-OWZ+M}mR8~dRd
zGYgZIY^;NjB5lo3$Qmgr>Aaod5B8E}qaMyi^F1B9M(Unsmk3?C&}F$;zmsw)t1-Vs
zmWum9_xy}5Q%PxvppfY^9m=Y8&lb3VN?w7C-M%M##0W0-WRDdW_8%NM8u4D^^?Wi)
zDEK<05gKpk$8p~KuE&#y2qcd;93m~|6!ZIXSWF+9S&7BjOm=y8r3+<aAjme59@_?<
z3jD#HX#6h(UhND|9!}`w{6$;~e<w+do_Z}bck9^%fB2N|`E?`WT)`9{d|bXACGz=u
zwuo0Hb8kCX{h`N`I#O8uFGyLd8XGLEPPrDkV-CAL<8!bl#TLd2KI=~b+`r7i83DUp
z`){pu`hyGnIW$(a+PR)Mc&5cl96nWbiZq?WE%8w-^-VW=%@;77=HV!`^?}=yQ(p)#
zRuw3a>^lYI7spW1y%^1$v<@G=b<eZig?Dd9T|00@Jj`tdnb&pC?eGnioPf-K6Az7F
zar0PQf!@*H@w~E+82!j~G!_}nc`OW!S~3ROau<(98<e!?DI|QwmuCOA=yuTUxg2KE
z5G{rjuaU%9>sB~7^MDFpf7%*KR(OW{Mb{otIw+D@2YanXaGB@PWX$hw&)XP&5~x(w
zh_R}1)3i%)c%9V=*Z&(UqB%tOtjdK0uEfIz!%+9x62ZU$3s|+zUl>v~&3q+*k6(1p
zRWO=La!}*H83^-AteoCmQJ#-)6$&;|le8&gyT2{O*tCJU)TGw!0k{CuV{Sv7b0HTx
zBzsZPo(}?INcghxC)oGbPVxMNj7C2Gx3ikgBIXyE5EM*X&;-e}8}8@>8bNZQVxHJM
zPN5%~x#&ir;1G@pgymhRfKt1yphmVgKgM9iOwc_Yk*P_+qfqc)$Ia+?j+^e-E|8AT
zl#Yw<&yJxMX7*2YaYF#BRxOMtyOowOo!2q*95#3qTCa=~nnywAzqW2DPGjc3J>OwA
zrD72-Qte>NfaHe~{?N>wFeC;ccn%qdLSV0IEF}EdL|&9a=YcNbxHBe!w{b1c9Z0Gq
z@VRP@s`PprYXDc{5N`YgJYfFr>4`8SJ8F-R9;j*A<JpkI8Z;{!N)V1?AXp>RshCHZ
zXGrLWX1d#ng|6QJ;q6P{t17Pl?|nCuye#Ae5=cS<2_fu|Jt07VutW)qAfQI7eT3wN
zM6)${VR0ASYF)skT8&GswzZ-^yH~7jwHwxMw*6UuU944XYwf>3t9JQWm;d*iGjs2K
zO9<`n|M^F`_sz_iGc#w-oO9;Pa>449HUtFB>Mo#_`GF!70<B4>45=6IG%ysfdq5De
zkTbu10{}7bhEOX?`<1^osKmHTn}!ifV)o**1%U<q;pq)RX=PSy!~>nNGzH$tZCLjr
z7?KARV0pmR;=SXNqZbsXYW-=EU>!ydmq=2r6Ay)FFa$^*d;?7-l=u3p<&ZoGU?}rp
zVJq|SSpuAbp-X6gV1Oy$0rO6;qHSP3$kmPLXF}|N3z&;fJQJCY$vl+yx@)jS05;2P
z<Z{K1efiBqrH!ZsvFwhE1@rj^bIi!|a>Y)OM8jsj3$;li;3klq`0`PMgyo<)NPS}Y
zUGy|+fXW8uVk<eC_)}9^3fMorjVk-&EATiypmssz5Z`5>JmwY(jLEyTnKK}HA5sms
z;@AUnxC+J7BUaIeFJ%JXQzm5SBse-Y%G9P7&<~$!K|w3?I?_29R@JBw#XNv)aU4U@
zp74ytVr5P|O@`I0rGnsTD%VWwWwg{jkJ3^7Cu*?c*;Jpo)_qu+$7`h`UtA{qU9l;l
zBE%|O5zgjKS}AB{&Oc8o^5+t4#{lG3AmEC)fL7)iQ-xQq#5kvh@aiiOiC|m{!Q&M-
ztI&-tgzC-N=(nW-MSA8*D&*)+ZMRW6ADWddbhV#=y^41KHWf0E026z`Dmt`<HNc%g
z%bI^T#uLcN<+CXy8uHuQMV>x+x%g!24Gh_)EKj`|fAwVxQM=y+R1L;kHvnB;VXUu$
zQXbQ2d41PqLX|(CD^z)yvL&#NN0nF>&?D$Jupe3FHJ}Os9Op`oCkLzT9;xoZX|VV=
z>*`X6dd0a+qD$)CEhYVUiEzqk$i`!cdTUJnsO|-YGnxZxA2jqZm6X_RR#5|${Oz<?
z2F04c32@S(d=$F+>NctEEg<r@O>L>QUTr<%Ft-Hv=b~fpD<kKzb(Q^FFllkIo%s{6
zjNG#|o$lGf<3*rLnflL6xi2Zj&O8N_nKf0}nf>^&^K?uf7S7B}DL<AeR~I~=DOVP}
zoGDip9M6=i3SP;Ss|tRfc`q7~QvQd`$ML?}?(ErPmH(&n%9WNy2<TY2y&IVMVKqEc
zkDuv_GuvQglztD&DSdO=$06?R8vu9<{snGAGj-C|v<D&T?FSM41(Rgo#pzE|*0a<8
z2`;doM%vFzx-5uPk&`8T#Z;!!^pC(COg|^>s%r(#ejC8*bd>c8;IiqLRYmUH^yaBN
z9IBp!m`-0QJ9Z`a&a~Io!3haayAh8yZf^QzRnfMi^i@-NjyIi-nWyhg>$yod)b0Vu
ze#$^iv+0*jr^99WBYjy3@2@DOv*PLd(q4vuw(kVYLv9Xk1ZA_P)26TV8`3KC1f%^e
z#D0$esU=p^J(T=d+LN$U3H~Mg`-7WWN{7SK?+6S~7tprfiTLNv3Z-&XlvPRx#M5sH
z+>1W6R{-cVKOj$xC|2+4=0<T9d8X=esFhBAKkb|Vl~$EOqbmjPx!_ZJzdA|YJ9PL$
zyeof*NULZEkf*j!dwZUUyU!pfR|M3)2DVP^oIM?F`ZmR~AY}fp|KWZl?JmlMc%WH*
z{lid_spl0vF;|CwJcw{#Q6+kj)1Tal@L*BSfDX@r97!E6`mj#td!SMq>*>^e`s8g8
zjKoo?OX`1xD)PEX>Wcb5fLcN7`qY*6f5z`=XTXNGQ}<@~QHC}&KXu=#uK|Nc6jvHp
zOP)*zQ1Ct{^RtjAn|K}L0Y}y`0ux_@Ef)NuGqsdD>oY+2DE<XL2$R98<Fv<|v=<g2
z?K_Bn)}*oNsQr<TI5ij506>-|jyY*omq6P81Mv4L%K)L{{no+%aB2n_n*EVKaMB*$
zBtZ5Y@YEvw6KL@_{=`WOK}21E{Pw9x+eGPHIZ6KoPMn=3Qq$gzv>}u3_eZ|yq<wir
zBe@O$HyI$kH1P)~Z6VTGEFVGImrc4x!rs0=J83zP(?kLLSpfWsfT&$I{nGx(hn+^>
z(!`riTJ`~5ZVE^r!auIOWJx>sGLZfsPTHyHX)b&o0O|<H!z=#Ccb&AKr)f;50pRR7
zOuGqFASLaCRT|SU04|Bc#Oq9HDQVB{v@Ev#ZwJ8L2FSB<TtnANr&=v}1X70C=XFrp
zWgjw$aaVz1pJNEwuL9YB6T+XtwDs8MhVzl8&cs43{&AZ98v+n_HrVHF=n{{8u30RQ
zb|b)7P?lF1n#KjO&z~9Eu+OJU1jz0JWUmYDvd_>AI4_Xjz6xpAQ94)7WuHYzXRGLw
zNc*fwk7J)l&elkt0l>2c$YY<UFezjtuOaPkCOwXQ4mIj_<$#Vw_{Z(C>6gboFLC48
zoelQsgjV9puL00$l!YoUSzPvsLfUfS-2fOSAflHB;*~A1&s`8zjOls++#ZL?u+L7V
zF?|jIPsCv|?DJ#T<J5ij&jIjj10?JdGf%>mvEYS<`(Xc)BK|FCXcX}j2pv1W4T22+
z0+;Ot1te)}T4yzqY7o8LB-tO~bghV;4<UUk(#|#Mv5J`HH?~p4bGHhdeGtGmP=--T
zreCfirZsWfC}MU;8%4Yra_UZi+E3!~eK$A#auqR8g^VKJ+$57N`wap{d%0;g{W^gn
z{@6K4E(c7Vn}Zuc*<3|jhq)Ky*@W0_1V}A$6)}lKN<JU|KIEpB(xxgX;%nxhgc}ik
z2mZP4QmGsjWtGy#Dk$P+q}$)c<L7=rR>Tym_vKN4iOtPxl&o`J1r{rvw$e>If~t}t
zrWqh9;Qh7oUaH>@={IdFt1Q98RmAhB!(9)e*X{rY-dblA@e4PD|0$LnGGgT$Mf}~V
zv5NS782zkxwIco^w2@yCZ|RR!#7AM-QMysYv|BCxZj@ydF>QJ?iulJU-YDYd@O#>|
zs4^+yzflIQh(o~O5rq{owaQxZLyRw$q)SmpSCVoMc#?D@#I0Qm+AYDqz@dG}=qlpb
zFw^bLh~Ht-c;&;Bq!%m!fUAf<+bxjx0f1jaSw2qaTt(c^&_<Hp4Ksp(>__pSYl;Qh
zm88GA5Z5Chzx`vRJxA$WIaiY2hjey5y^gehn)EnHddSg8CWGsX@J}P*g+VCd0;DsN
zdZaa*^f*bn3*AK&uy+6;LO|3mn|^tc)VDAQN%~xtF86u>-A-Ak@{+}sqzC5e!aoOq
zCkV*H>nh^)^EIZQ1K_1NOh%H@=0tABI{-*SZ~HMBN&0^<I(gx01_0(5Ad#fR6s(BJ
zU2UZkt|jMoYWDdAEO?iFNM!jGF)N56AlpX>KS%xTvd?eO!}bk`|CmX$pCABN5g&<R
zpY^cJ2-1EMkMB~JZ!)w|#P`OqPga8f+5Zj5zq-&a`<y<2D`bi0p%0=&{FBPL?DI?X
zJRb(CMA}l59>+ef!Ukp}+X1k{0C|e|)1?|o6ls^5^f>le3=5pw^)Ue4Pe9Zzn|^uh
za|<`lDB@$Yb-CXM(9bCgQC70J?9&Dz#Vz;?0Nx=W53kEUueWMUQ_zVs@XwFQuun;m
z#<UCorx1`2lVKlXe(FAZCjhz(kTvnAePENXJL#u?7-?4`{t*5-??UAgQ%P}8eH3kF
zXA-fGkI|_9nVn04p*cm}Q6Qr67leRZU@`jL&b=H3(8J1{U5OkYOHo&6ie;R&Q|F-h
znrl$nw4%WeE3*hSryMtA%Me~+a>Q`HO%>$_T=}r8D95Vp(rbezM@$p!_dkvt^sq8t
z!BC}kTzG@D<35vPtTL{#Z_bx2b8nO^uIDdVBdqzQ&gECY9g>sMS&vsr%2nvy^cPXg
z{9sBML=IA>;T3%N7R+t(@-IQHf(tRCD^e%Z9ro#T33+z#bwsCAD{?+o0-acFhu#K?
zC5RBt&B+1VSN=S}(OW2*9>_>@-kf|&d@C?<FXHH*&5u_BV8AX$?EDmUJ&>l;@0`d*
z$nuKdqkGM5iWTUb0#vo~pMfkw@FYd^Ll<}j<?f#dh~)zDvdO4x`rJ)OTPtaFGdd$>
z6f3NpvjAM#Cy8`jdQ9R(YR2<YC%Qvjs?)Z`M)V63owFHiR#|I@=Amx1+l-G;*c7rU
z2#OFvbN>1ffXx*!x^`VCLMQEgusIjOPN^)nxuFjb6g_}q5~0XD8;Pe2if3IE{L5b)
z;mqkGYW_~DNVmEBsks7Tpz=?WMmM~3nw8UjI-*Y#N-U&k?lZ<r<OZ$20U=enS0Lyr
zc<Bb6NJr``9f$dW?uWODUv&TdC-uOYlJP1^V}{{Qq#zo&3eOz6-oEnV0!CNL$AjhU
zq$+j@0NsKfS4EqV<$Rs0`LICIP4r$hHNex<WgirPoK6EEnO_32Dj$?Iy0%_2OIjyP
zoytYh0h=i8Q5z5DQ|{`*FV+E|ow>f7(wTzPOneMr4U*2|jy>q2m84lSkaUof=puZt
zx>n)mVF*^9#RwmZLl_~1k2Bl-EH+ophc_Z=jl*egyV=~Hv?&fWzbgXM){gdBja6wJ
z$aoqGrYb${RU}&(biHR)1_x3y9xFy5lLNtwNf`)aaUd(>8?be&CU77p<M1#7*&N8r
zxM&Xo@}-S}jMXa;$l;XYj1myJY9a?pGqSHnATNuKDbCFZL0DH!4iOJmS?LyPSa@#*
zTJr)ohQ0&9<gp4j0kAT{l%cNzc%-(eomOE7?54^-CMta`z$2<oZ=}I=4(F$@2*l^l
z`O#{mpCx_0f&jR$`4<yXk8SF~!dGVk_Ul|j`T~JhmX)&%G^pHfhyJt^>s4+V{Xz#2
zd*o~)h)eA37Xd-vE0Ej_Q5Zr;RsI)Ol0ISJt0brAOri86_C%uH3o&`M=(}+f06r@>
zozq7TJmdmUXsrUk)m(M@7=o_^CS%U=<w!3Tfz&_%G^(wf@9al(K%(iR30{+hyg9$V
z7yzj@SDn75kbwB?9spzt0DWd50pN0C;*bE)_ZI|!2b)yw=Ok1%$VjCRGjJUsrP@H%
z%BaNChZ=Nz(G}E`k58i)^%{M<L8?tSElIv7pOUFx=29|`Ur7#4M(%G<qZj3-FFkmT
zwu(6UoB8yjO!NT=uSHhTVwho-4^5*N<)-gK_{-+x2lMGgx$k##OW6e^lYTsnUX+`@
zBH=HalYf{`FUn0Hm++U}h%s6DKhx+%xl=)SuWaeAB8K^UKD`J9t&ez(*Ik-HBjPeU
z?@e$3t(yoEVZ?1PC@LSbr_f>tFL+Q%Hl+!l;mbmxv6T~|mVCo5xe;*m&%<Hh($;`;
zuC?oy(Ey>Z7-R?OlNBL;R&Y#+pY!d&UvklnG*8CoRREJ6>`A95eOzFEPTEr)^iqo;
zx#kCQ4r8`5KPBhA83aLh=6}Tg4xZ<H1C!*^#!R}#etYTC0=fYoh0$g0p<o-H+4?Cl
zx1pWE?WkLIfqW9_Tu9;S!raG@D|k9;Qav^IdHP**2)~Qub4O9spr$}Ro3wQiei!C_
zpI|Q8hTl{3{z||9gaK7kB%eg;z8>y|1qG!x;+Hhz_rk(P`h5+^S-Yr^tdHO~38td3
zn|}ZLFn(7TE~MXAT#4T`Q`ge(njHMDoq7)ap1T;o>!wEO_r(y!wM(ablFDsE-D;b1
zNq_`jrm~jH?>8}UYFEhbiwOSIg6jzWEP`(>s;A#C5&U}j{RY8r(D4x7wP#7*-_q|L
z62CMJzax_`qq5FC6~DWtT!-J&R-x~9*3|~-O7@I-D5g$6fMjJ{Gamu@08%i+0&~`_
z;I9<rWb|%8U@Zp<GCl}RRoB9S(u`Sz;1mwb&A5UPoXUZ!jCY0*SjU0Jj8e3qu9XAL
z8T;E1SkHlV85iA%zy|)#)Rv6PD6o+Or)T_QJp!k3U~9%NDX@hD+cM5Z^Xs;9V0*^K
zIS6d$z!@1I#(bsj0~|Or<7-<HIEMpgWxPcQ!W?MJ_&EjIIdFEy8HBBa13NO-5w-{i
zK9F%GVe93<IT=R@TOS9`wF-j}^>r6ylbWJC?Rh-Oao+9}D8Ralr@W5n>>yo$A3T7O
zQ(rpaRS+RN80>==+CDYdu*|tI8*GSR#;qu*p(&jJtd&ENKC59l2U76yFu*jdP#FL_
zHK$>Xb7m#vottNEHt~|q)4~CK6^o9CH=LqYNS;j&UF%INq*Bglxg;}mp3NLUp6>&u
zVT&39*wka_)P`A3=<^6<2Oq=pdTt=yh|g|J@nz-&&ZRse`(L3ndLRdV@#F?O^R{v%
zpAncuZ)zG{pf4bWQSeYhg!MFCr!SN%+)uIHY(><0v6oQn`K)#6s(pdYx%gJZRy*0(
z0x{jZ@70S1s60MN^|_H3iW^RMvWeDoJHPZ6Q#)tE*}$_mz&-h(hkhO;O~W=PM5Lw*
z{B5E$KdhW>M5@~yt|wjU@6AE1oa<3w!+l~5(nbFw*WHPSm2*4hcMW$)=9x(Vn!gRc
z0dGv8&jRpAf#Tb9$i9OJ+Z&ibUkngQ-u6}}qP{IALi3vx_^v&Hz93*<f*M(c$5$e1
zgb98N#d3}47rKj>xUi}j0FN@2=|ck^fD}-;4nPfG;E%Y_2MFTRa}HdJ^a;`~`Z56n
zSUFimh<-rmK_4m*!;baUJgQg@eMO+*ZplZ>|DKg^<;<l{ILnz%yh~dGe5?C~3*ZB2
z7%V4Nrd<M3T;cEyh&{%Nk@gJ4*Rn7h=3m1PSRvA0f`s(fh)fr<bx3;*ymYJZd_sK*
z>*MEQlbWyE1OomuFyU2--<^VH6}}7-6#gf(2z@s}VsmyvjuyTv1BO1Mprd!)gy{Dr
zn&_c%l(r)J7mQ<#8=LckGZ6cl^z;rddI{)J_*=oT$3)xo3q4GqbjUgLOh7CZPN#1(
z2&HKhm^zmN;BVQ~fUi(G^9VhxoKICC>AC=0uJj#;c*c}Q|04%b?=S-T$b*MKxAXoC
zq~kyym02>R%axHuQC7|e76IUQ0<g>lpkHXjE^5TvmjU9-0p?TsV1&l}Ln6wbgeU`U
zblZ9=@C`jG9)s_zaDp@8MoQ;q6)xC<sGGPx^mPdx8=+phg=6Vk6J9f{=5-B7`f6YT
zeS1QRZhi;dTUcdJc+EsHU9FrS--!4+DVsh`!Qeic&!ZN1lSxtdFq5n>54Kq0<1C44
zDFcm5D<?Pwu~!OBHdD0MW7)wkg5sedeU&1_zk~mYPF_4)EPyY-kJDH+bw4s?2af|+
z;XPL&^&V~+efmM12J~?Vt8g*~YU5(|C(zd*B#FKsVHM_6Qr#p9kS5Vo`Z(dbb0X#b
zts8sT{x#~7?wo#LCvw8b3uI61L%&V4&O=iIIXU4dG|xVGtJz0pt=x~FSuX-OW#t9<
z8KR%TjOWYYrks>UEzLTUvIcUUT-ZWukvqT}Kt}M(_8z<pWu?>ZvFso{(+TP(-s2Vu
z{vJp}>|+bo+yV@f9R|4^AlX6MI+9L1OJIR+r3iYa(<YY?W6BOvozuzj8RDPW{QZM;
z`qD%wNFSsKaYQIcpK%BUr|^^ZafE_1@XQW2=OO=F0I%SmFsKm`;@_w&CDMieq2Ny@
z69`3A1iypdA%12D>ALfDy4^lI_%582=_?t!417_+X`$e=uphF6w2w9Y98SEZkg~te
z&%c3~6`UC2XLgWc(&>)Xir`-u<OQ-n&b<}$us~tjGK`Z_3IvLrn>#?}uL1I>_!poQ
z`xJUG<@vVmo9&sakTlJCeJ0}VKLYNr23FQ(&l-Y$4wR&w`av-RY!bqG_{aFH>G`Sn
zSsHq&NAJvEgrr83Y*Qy$)AwfrW=2{^t447;(%WNTL`_Z426UioVofJ*rbDmW7Xav5
z7jPrhogUWopPmlDS!v(=fX4U<06k~`t?6&|BYAe(-q||&DI^{9k{29A@|?84H0k8u
zBI);D@*8lU2j&*s2veT#BezgwD*j1}Gge{L1{UP7X3m%nIT2XM!yzSO@nHlOaY``b
z2h$O#m`L54gYF##S<|TtLP1PB@Vp+R!Phd;nb|?QRT3@^@LM{q1c!p>aU$*aNvFLe
zAx_H<()w&VE#HQMv>cxuq%oFG-tcUWNT)^R5XWW*Y0Wa7E<gzdr`FPwB0|9({ChV)
zX_+(>{0yGiLArk;{Z|05;Gdx&U8)h{-`PRBE+C!mp$G+MHV_C!R0Qd^hY&xrgLIrf
zy?7s?qPscL=`x2<aG0SfEfl0%7BL9W)^xhzCKNmfb3GJ%o1a@zxe87U@iRL}G3j)n
zR7H@k9}ETmi}Ta*`RpLw7myvKWwmr#2n+>pL*=rAv@n}ai+&+a%MQ|dNII?cgo4xB
z34+$%(rGm&#A*0OE)khl-9o{mO!e2#LIiEW2yq(5^e|<lEv@PAAUZop=gHIQ_;HA1
zD>T9B5J5VfSIiFnqZvQxR3eZf_7?kQbo#aEtXu7mpysa>Asv5{`3bHb{iyw5A+9jg
z@yNn|_ULW<afQYJyc8)7JVpYCd#AkF<qLLO<#bjr{@cy==+BUoS3ih73TT}&aJV~l
z&WEtBvfi$s$iU&9Rym!+duU@b7e~X7{_N583w)VV|1k*-dCM-AOx;%T3>aE-0TTa3
zX?wIDu@mTf50xk$1zN>ZmO+sq_8MIXGz|aQqwNNEf`-kavwrbkv9?E_2AsPE+~%FN
zR1@A=OFvRWsc6*ucD~fFE%lRN6oktqye0L|=y`;zB)rbbqVt0P+|bPRD3j`-(R7;6
zr5HCFM+6s8|4~Ci-0fL(Qt+EPYonXB^+KJM6xXD1cpse{tRjSg!)*xfw}Q{Bc@o}Y
zWzkW>_^*50qn`p2ZXFdF*Se}ewp2v7t}0L@Vcoi_z#P-MeA<Wd9pH-pp13{wQ^a!b
z+{fMDZDqX<@&Dd>p#(+-|JkE-`q140A>_Tso{|qTqB%m|d+hlV))lzNUaTuHrxX*=
z%um~SlfX|xIXcBrPRAl&*F|}pHe`yTEwMAg(AE<+Hd6VNGm8#I#(zfL9(~H>p^?eE
zTOL4+Y%>LlK^zL>!?&pHs_fnw1+?EZa2S?C@!DmucL4iQT@Q~L|BP5BjbX-Ox@KVl
zjJiD<w$vrhRKzlDz%VYI&fKKo=DKiUz_|;M!WF+ZT+uCD@q*!somLhd)r|k<ygm9I
zAaS>ay1Q`QLxZV>Ght>ObLI_zexO<EbsZdDCE=Z^m!sFRo_2C*_bUiuW&ItEe!8`p
zYYB^;|8S4^C8#Uyu_v~2_vlZdp_O(1Y~i);DKxUO&R-$Hol|IFW%W*#j&FmY{v<jY
zIs@EQp1u~h5b0vP?rujh+!{J1D%~B)q2JuyOOU5c=Rq@c)qZaBkhXKTKQUY4P-&qq
zo!Js$Jr0B|vwrPlYPKw(tw({w&2z46MWuh^Or$HusMPWil)65lrdgNj&ZGP+4RAcl
z6M?jcYXLwSbjCclx{Zj99b~jqs#wEKb>TVz2PSBz?|RMto*9sIy!F4=H8YggJ9Gqf
zd=dB~yFeP-Eo1aY_ACkS6cP9%yIR6+=%m}1qLb*L>~D2xUMHnqraOr?xtlRbRp3tA
zh(5kT=Q-DH&G{w|jY(HzklpPU84~tH28qkS;dKcjBa2SpF4KjezxdA{ecWFN5B$3k
zBL{Dj4SbR*GVrILX<5Gj?0k*W8~DFREO*yyq9U#0Ucjba4u_kDEw$v&9;M9^4EqZW
zi+Rae;HFQ9ajn*=%?t*q!GHGXZb0+!r&hcB4^rvd#n{!*Ovs2f-v+^gt5TLoc#Bm`
zJMnKs;x{zLkc;sl#JVDYD{?!xu$vp7en&{?xzoy;umU$w==?|A{8J8~A~eWjj-tsR
z-#(in(HSzxx37?3vkdYx_=JRW_$!x|{gwpGSw_HGS#%ouzEhgHkPo><-D8TPD!B)Z
zJh8=s<qytG%>goc|KKc>a5FP()~ilFXGgIj$6j?7ksNalKYHmLuE$$Wf#hhjis^jA
z*HG*Yx-xlgWu8GSlj}htmz7V4CjN-nsD|~1<=^9Bv*_6N8Vy(N;%q;tX_-V|UOY!6
zWSh|P;*}EIBDB1uNJinhvIXlw%0rXrd(wf!16B#$JTd^hfvfPyBQvTT8fJMo++zhN
ztC@V|$O0;OdIa+wyr=4F&2y`D6tTIC<8XKGJ_N|h%c4``UutP)s16sl`U>3ys*fx4
z-9v>UVc&CRXrUo}^q#Xs!dk+<?@ZRskuG}QS)e7YmH%IDxa}T=M0L@t-J+w2<sP|8
z1Rof<A7^2v(k58cxPZ>RkhUtOd*f~faF<5mNvV4cibZ-bX3@=?GZTvX6X00R;`<Bp
z=-N%-o%8ACXz^cDLv{v*yXV{q#pe9ogh4SnF#pP0p%{9F|LoDFR{|{I1bk{*87!VP
zb^*;tfK9CIHO2r1wz5;;mDAWfseT`@jW5;zCr+yWPn=Z$A5W@h(Ruqjbve`ATE9rO
zru|>s&*l)lSh$a-oT6(DPDJjlI=3futFF@8z_qq=5hF+IlL=i?8Z30n=}`V!jnC`1
zPCq^%7{Y=4DUt~mADzh0*LgfjeII#TN<jp+#+|_zg#-O3!obsi687|;5f=G$nBz5I
zeSS?d(`ltkt>D#~HAk2=$$ampa~?DJ$Oz2HEV>ckGdiDF$3f(at0M`1Hsq;Tw~nF&
zy*f%bv5v)0K)2iotfRUtkA|bBjz(!^tpSskYdF-K|LoDUYtZuv=Shvgr>U<`;7f3P
zf&WY{<_xQwxro{Pq$%S@6y@qBv1>wssr1oQj0l7W>3Yy+-5*vK9aeovBiZI6p$&$K
zCq3h|#u@fv-HjrV&a{gptR>P}Hs79xmWf1avkS!dZHC!HK9wxm5ZS8>_c}iR!+Mwy
zwm5zLv6PimH&<WZk<uvPEml5#JEj47?_br-4LRmECyH2>avvFCN;50ri!#&cb0x4v
z5gxV>t|W&xDc3n?uEmevrcQd20ots5I(zpJ(447}Z*r0U46!c3*%%@?nFaZ5gEp}Z
zZs7xC7?-QkZ<(fNMC(8bx?5tF#_cILy8B@)L*e2%Vi~x~O@gj+lfFn$ZWX~ft7vjS
z$>nq#MZPZ8<LXOLDo+mRq6t(RbHPXs{bsw9?xOfYvyiyMrNUoLO}W#|f#x`lfew>e
z$>bHcS1ggRr^6(yIR-k+a7_M|)1it#f}?4==+$n~d_4pyY0n5_9Y!ZA{W>fZY(k!L
zx+mjQjbwp~<Z__qHrFExZEnZ47<q&lZANexg5?r~8o3Z7Z;?jfSu76&S_T{@67)@A
zCKp|)@y^O-F39WHV$99CV`HoquE47R6_vlnHeL@IU~B9(V!()u%35nQQk$MsK_=40
z96#5^&Ei5yDC|ISE^_y#4OA8eO;PFsZCF@YcR`LkpmW!_xxa?oTqAtab2{CJjfQcJ
z5U!N4)Cl2~5^m!m?|jEDpii}c-3#);UxCBm^rf}fR;J6C@0Rg4$`Il`W0%s6%qRol
ze)|4%C0&fnUb0uvx-B~I0yppS>l6C!z1Y5c&+WT>`Xa+Q$WWotl(}en5X%F0SQ|3M
zbOh)yVyA0ZZwBx%7kS1YFUiLlP=h!t6cUnxS0=P#xU6XAQqFVBntX##Nr^9w)ITdJ
z`XNdRzBDlkJYSlG^~?>vGzqVRTL<NQQkUZm<@G3sO%6tC9Eg&s+sY52fjt0;>Wp5W
z--6i0cJ0%?y`3x-()Z04JF(3wuR@uf8jDA!r>S@n21E`sDb{b$hOQmV)|oKb<3D?}
z_C`H6Vnm5imRf+A*^!nX{@D=}PVD3ez6H9}<(=itT*4$N2*YBKN+N@duoTc?PU39i
zn-$ck=AFp=Bb|AXoB4TUj<Yi;N1UAjt5NW1I|Eju#w)%6Sd9_}4e7F&Cv`a>C;!=_
z6At+*={i6(QmcGBAU~%wd4yk0nTYVTm{C9vv`oLzBDz&3sxx_3^&!fXaF2{@RckD+
zRju1$WzqdJrzX(nAHWtzpCon|=o4dyfj%*In2$bLbZgCgUCuO@J`LzUw-Y^cfp{G^
z)|{eiZDrAwH4_qYM@?=jH8Ho?Vz7tl4x3*!HFK%eZrLwT?lJ7Ti|0sYS3gT|JpEk0
z4;}ggU6R+Kxi_ICqgD+|>Gw`6|Eklm2?`*i2~|87u|6|IyD0YYgdQ^03}jK3FmyuY
z*k_15FD#M9J`s@C+M^{mYcDS)`|O)tFshuxw_loCvKfc89<s~m19#5hLzng-Q2$i`
zvz_A{zUESk4Xd=z+xcQxZJBfPJmmSJ9paD5!2|WvGZ6lg2{+F<6^2;amj#|Jvkz7x
z;wu8c{)eBz2uXX)<bY%K^<3D1y7o)luA)nUV$HOzh>>Q9;`ygt9AhT`(_XDv{Je~J
z>@01pwUP1k>T(zobXCzubvfQ}eVog|{ed)1W9q_@PK9FtT3K{aQAFqQ*l7MOnvKYW
zb9<Q;w(G{jRYnWM!V^h?@EQqw)_|5I+RWZ!mC$X<jX)mQj0Zb1$W`t-GWZ(h1yuSM
z(5xZ6n{?gKEBt4V9z<*|<A5V$6#}G)v+gUv!kUJyabbUtWY<uT9`y_b344Zuggrxn
zKIa`{DA0`)ziDh{?DO3+X5Q*E6ukZtL!l^F*N?vYc$dz*+RZy)@{$XJKKghvE{Ku<
zXhR$20$1a~L?ma4RYTaGg&pu2yl>KFWx8d39<jNcjryG~pIWJ5wz)9#KdSqk9RfyA
z#yNg4&C>RnJI#`?H_ei;H_bARpDg-z-UMB&*G*TUSm~x`?V=ca?pb?bj6L_P-4tWb
z{luQE?Kvx-K0EjTF#Te2GdHN#Z5ACiW06y~k4P+boO70Z{hZh*#0$h(Sv#?GsdKM%
zb5FSqL`n3Lu)7x1KSJ)G{z(|qKl*-5J@Wpfp_y?Vb1@Dhmg^&i-8!}_Y5K>XfjQCi
z@2j963bXR*#P?@_<`#_{<DdVqmWNoDE3YDgr+)+|N4$Lolso;?eaF*3+HeDFg(ONb
zNff$W>`GmNCs8KcP9;F15V(;jR4hxB;yQf1Tj%k-09!eawogU8!3*Ho)#3$^x?nid
zm1KDu34ZFPJ<3Sn;~{%7&NMwekS$iEHcd|t6iHZ{rl$wyNO+x9OeZgY1YD`Q1g~ko
zLM#*M>3!0i5;|`CN5lr~kLkho6(otodd!*6=WJ^zTYDb}2ADt8H*<BTNv&bk)gv~S
zaX@0dNw~mrS#(_fF%4Vc!d?zoA<t`eSqynzvn%PuI`T5RWV~jtkZA}s4BgIlv&QAo
z{9C}~8oO++W<OLSB$gGs?1!|=7S*Ba+IDFao+7BYLkk3w<gOwR)A!;zTD%))wgkts
zC$i|mw|~?Lk<N1){!x?^XPptgIO`P?5M3zC9$L)TrMipx62=6CZixG%F30QPXQ)NS
z#AfT2b}&dL$VIvp?pr#ON6G9vb?eD^GnCYZ9Jd~nlprWcH^=QrXx|>7h-)9&U)(;*
z>Q1n<k><8fTWN0lq#U%5E}q+%(7uPLs?<Kp=eAFfpnY`NT#?S?b@S9wWJ)j_6ZO4D
zBXS@5Ucx8P_jGH_Tp$mu#Di58t&q8+hp&sNq0--mD|#2+@6`%pc%x?+vAK)`qo*1H
z8a?H7A>N-gtY?%yie%^LPS_ZeVC0Fbrn`WyL_?+m`a~7Y`19!-%Rd6>4H^M5@Si;z
zx=W9LvLQ*TXAA(Nl~y9g!Irgm>ntdq|8BF%C*TCqa>RAlZCP1#*WPXo=kd^1ppG3u
z7>%0m3=c^VJhUU%vX*ERo^ZGuC|u#-nHrFt5Ds*&lwUZA>CtAD?B9Zm4UjYNB|Nwf
z$S-Bp5Vrd}@wFqoD|A_zx>@$<ONh<oY%mw{=?l&|cSGIOG&2Mw3;)@pbQd6N8A^^b
z!a=}QY5hgsK8p%jU8Xw*uhN*jk=Y3Z%yQo9awNz2|MTg4(ANRt_3CCW`J+++h}T~t
zmI+JNCkt=sJgrubs~Os>DkjD&YARc`w020_7Mxd9okU>mkTxzjzgJn>7PPYHn!{&w
zk)Hdi@E%=NvWDG@4be5?zLIW)T%J^j8wqso8n?nD$nBatQj)exVeUv+Tct2}bWOy4
z1#?GRrB?oB`REQ{>eBdYUHqR#EYo2rGjXE1lmGZM%la{(*6O^T&*|4DuXv`rt&(ro
zVL=43fxqIx?DNuI6jeiz88FKW?uAIycsy2}f!JKm2KFhr3yrTtOkfEfjN|i!V*x>J
zTnzsg-fvemBMQ=qpX4Nr+zT9>jaZPrH+M5)mR2-d^!E*S9ysUYnguD@XXvblsEL^e
z(l_VadEmDITtF5~>^x8`EN>nt=B76fl(07sB>0$lAOXb81GT|wm9IlerLMg<&^Dm<
zt~2s{`mS}UhVkTD)+%(u?-w<r*^mqTBm#X4Sz}GTTM;7^5IKP<WQ-AkDWtZsWC|$;
zUmIj1ePHlq<gU`CeAz99?p$DYB6`xY5KpU*<nuQL4>!YBq`i|_D|TAeUlulVwv}$?
zZTEp1q>gA)7`roQpQr3~fbmSY{l>F|VLVS+fcYQteqUqs#@?lf<?4v>jHTcs({bM!
zVvlIpQn&QS4Xj86JrZ(LibW#8PmxlB2?L<c(Rnw!dH-(m>XE=!ms62aYVsDRoeR$Y
z1THYrd9&TTGZD*m{1lT6BY-absYYyI9UeRaK8hq)5z;nHtA?^|It8~q;a#PXVx;n)
zJ$eyha~TH|;Zg)h5$4lpx$Z>Z?FG#YS1;h;j$?@BN_exLLCg7|J&nH4Wi$oC^XU3W
znpBj~)m+aJ;#cwDO47tKuc;Sem(bP_%0KQxXWtL)s|)lvc`{;iIX}%X>raCvrD43;
z^7(*qZBmx@uL3bkLtF-HtWy@u2pjWMFDIa{=Qd!!EO2~DWA<o%8)E&<wTkJYye}d4
z(+RNOG_bOii~gb85uZhD;176k(>u|0w|~eLYt>M;<@2zl{{SkXk$U}8jM!Ypf&Tdg
z;X?mp(bcwX8Wuy0|LoC^0G16dQWdUMkZ5pe`@l80w1FVIV6fbxHI3_F$)YQ9C+Olf
zxW&DS;>KDW#|~1Bg-gNJxG}4y2x~ikos~s*<-R<>nelpky7H5{4P=_ewt@Oo3|7%_
z)Ta{Osp||aN!RJ#uCaP`z6)5n&SYf9naQZLn4WsFhdN7GPxeq}V<zW6RF1QLz!lIX
zc!opXr*yq3FSE{gh64eTuy+jyiAZ8N<cEuKI2Q#xKTpU7w&6c}v>CBnng|w5=1Tw@
zM(pP_>?{|yHy*Zl1%%y45PO4$o$12f9t(>hNEZ(8)^M|3xL*U#HIh>cV4~o*;c41f
zPVKyv!!_Dyw(>tU11lBCvO1x1>7R}v8&);wy5b5Am+KZ-4>)avyT-Ux{I|*2|BaMV
z4eyQQc7wNNga#2BLf0GrZEiDT^!V<}fE#1%5a0R74)L8HJ1*Z9(-Q4-!0`u-*{i|J
zrUu%AvhwfGM^zp~7irjfw{?|><?i&XEfKT-Cyzyd=ncP^{Q?Z~<;WG-f(OeQGRS>m
zmQc1s%@5=KNnK#3Ti`{A&E@<cO-U4`T#J~%EqE}pw}H&6A*j4-ap@`E`!tRU7sodc
zo6Fe<$Hqyxy9zOZ=P47B<r%`UfS}I309)emK1bv5%(Ilw00(CSj^f{dFJ~gANyC-8
zWi=z#$M0GR&+;kZ(*PU>REEy$$;pdMUQdDVvz*VTOh3e|0sVIg%Dod%m(6bG5<hH9
z!S?9yWAm<qr>fsdTa&M618aYvbJXh`Wz#z0xNptVD*<JF*CM#yoeEgxn+mW<r89Zm
zk@=9{eme-5h=vJCO`wWPI>0Yg01Pa}gDLzzX_N(J2>$vOP#NzPI@=sKTNh$;IU6XP
zPajgh5;0HBYG#NFUAX%Y%M=z1jVKH%eIjKheRG?%Q1Pc0VkHky_vyT)Zr&FX^I|>=
z6G?oLpfG*K{9QoR>Ad}J-l<1o%3a3`F3v|)F?|>v+gPj;y1uL$P=R%LxObH?0X#R_
zQ%(svO|1ol?~4$AQM@yBY4hCDuJohGWvpZfA(jmxy8Q2c1in|^%vn4e^hv}rdBhs?
zHg541gV?y0KMPjii-5XG=WTQgeb?mm7!c%Ho08{Rf!(m|iXR38>bw)(yz>z2D;I-=
zZeLu7*qs`-)P+66z>-<WGH-AvHsENuWiH$&05_I1x;dpe#u<&h!>%)WDSG57<b7vm
zGvo5e`Xf`aFb~wxpOE-x#6G8CJ$3ZYc-Z2PF2H8fM<5q9tf!9VAeLKib}y9BhiU5(
z8(4=2^8i_<p4?kNSsL15|Ki=L5pHsu9z|>}=O>x<ZjEIfKuq9PJQx{GDSgNY`~z9o
zUWxZQjjYH;_9S9+IX@u_qQyT#OyDIv7#R`6hm64Yq4U&#;E0t*w$??Kjo4hy&yo;U
z&?3aVQP#{59z!feER)2Toy8Nj<I-ouzL)^pl>ke3XkUrgZ)n(3#!mCVn+z=3tjs+3
z?F6ib^O)yFz`4FpZ*AFZJdfGP2Ig@$vaN)D@;>sOqcM8Sll7=>kqi$o&tE{}1&D3X
zupaX?Ccstz_AJDfmNZ-RH^t!>TJ&W<ELmI--utYy@6M-#mo&Rx+oJQl7?3<=KR}PA
z{YFdgb!#`3Hgm#PB-s*i{!)(kQz)(XuUpZ_8cn7KvqyXBV)*og=;Ax4q3b`3PeV<o
z%usgxB=S#0EO)ExGns&fl^`}yg9q~y(Z|P6l;zHYmURZ+_i2P4KYb9fxtyPvb89~8
zikQHqcrY@uG<?Vi{OKkj!h5?$<_(*N5Sz>S3E7cJSam>5;QM$mGE((EWCR}GjI$<q
zH)>>P4gcAr|3GXm=O<*7CS&UMIUviygOTN<X4V3NnuzAqB05LonB(GTLToN)1CHD6
z|8oQAI$ynt^y5>T8S0xZ>?MFL`w>)p%EBphVirneS?92oQkg;LX33XhmCzyP>i`$H
z2M?~rs#r-tNP-ta{^9-lG${fCpa1O9XAqmq`B9yZ+3(k*u<5A<FngXT6j=J20sYyd
zQ$G(T<?2kIOPomFkY}iN)9a}Ifx~N;^;jt-e8fF)_#EpFJAV&SGxOdHAr<xiM1C`2
zvZiXTwMTyflw}v@0&2oU{!+)`M=$Jq=~9HV`M_{lOAh@mxCFVJ!$&UcJFkqwbS%rF
z!a@v%!h}o{nM^5%uemUF**+^Jmro!&hd+Jcvi%70nSAH){TD8~03kk>?;O7O!ZJFU
zpOVMbb`FnTXx(YkG3*;cZ=rHEnqp5-z3~TY<_ntNiOvu=Q@%R^?;9HE2sTvllv9@B
zeWMPxS!dI!@ck2-k?V#j&5UEROVR87xM*NcslE=m_b;Rq;;7rDWq*QKH*kR_>GrY*
z_91v-Ic@0x^~=gz@V+QSPNfu@m{}!@!D)8_Yv2Jqm>o!#TMMY9PhW-e-gr;ZZ2}Vh
zvqzsrY%XUb#-@+R{{}IESMgvRq^Yb01a%(jm-R(BT#B1HuZLqYVskkgaGXtt-CI-x
z;(j<$Aiti%89+hnOFjxZhmTz%t!|kit$y^9DSTH#%R=HR=kT{KDSHFbCvXb4(>Z+E
zr8@|dkY*#_DMSn~?-syp%o9#*D=VSkrXq2A{^ODzRmcL43GA35rrnlhIKaPSt_0TY
z*hv`Yo{c;o$R%<*hhMy8?U(YJ5skZebcdBSMgb5m5v0!(6XMJC@6`kRvh0ayRiGRX
zrWhHxKDk0oPThcgS$MyYK)Nl6&E@<=I=X70QGEz;8JcvSL>NUZ3tM5nb<DegC7M5a
zg+G>R{%EsC?FWIZ+I|?>tY6~c3W$OI3sK$b@>5XHmdM~RelMX55C&*`2Wn=~__h{M
zad%)U_8#6tIn9WIuY#XE626RT6Kc56a=*myExAwedtL4i`3)nusSpMMAOnl>;POcu
zSPM!JY{SUkf%j7hB<VnGE@vZ-JY@<lfJaQ=LOd7;DFJH%L0tvmayQ<eOu+Fe#O87~
z;OKvNGI!Hg5E*y|4@N^0+t*E$V<qbQXS}aX!1s5==5l`EE2gUvrhEm4k%pV((q$%M
zeVqhYx~*X~V!Jf#L>G2*JZwoFdf{Be25!cKD@oTLw7>ue<mOWswcy-zAa}0(#04X{
z+;J`84*Xn4E^VuZu)cT*{y)64beTM8kZ6zo2C=zZ1ZEIj2taJ*eu&>~xfk(!OYYVD
zUT589pN^qpKQiO~4}m7g|8`L`o>+?GC*dm)7pm-KvmaSSP&6sQ=P|5S^l*S)bs(!#
zX*t;xlM=L+W-iNIl39R&LTr#?Qx%dCua;!C=90chtFTuVny7x{tjTOD?98<RiyLG(
z0XQgY`fM&KV}dWX5mrrRJcg!1%AHkVpPD<-o|M*H@X^&AGl9ycT2i^$AuE&7hH~_e
z96z4cT){HYAK9PnRc;cH1^o@lRaP~(D9;pwTMl#!xV1H?>lEF5ZW2`^pK93|Th9Wb
zB_$TRg)_X=XsRD47L)uiL_dKl_T#-x+CMGVcCs@wrB{eV)8q4c%`1`orI`d*8Vlz^
z&Co<}n^RWj>l|vr%qpgNG1^}4b%?IeEM^f9hgf8`TL>chvkeo>(HLEZnd`O!QB=Em
zmCP6O%h8W3GM#M5j0(Ftw?8|MtP9-&P+hNpMOPoNK^MYQv0Af2Wie0^Z&mqOkUFs1
zMWSm-`D$Xz)2*v@L3McqTIWV`ej;UuX7~CE$R)$@(vz5E1mgN^v5YVJm~>+-F6w$2
zI7{42nnX((QnPF9AX^6dQi9usO)gfhwug1OpX1@oLGM~CF&N$4M6hNzH;NWkTy+fy
zEG0lf2EY%bF4p(~Wng{8&XoGE#f`5RxDbPW{=$8tX6Q@joSJJJZtmy)Tep-%4hklI
zYLz~uPFo*aR#Tx{(guwYc?9RiSWpp1)Nz|)Aqnkiw%y8tYV!=ROC@5q<m%R)zC^|W
z@P61vYqzG@D>6ymc!O`-T!7HH*v_>Ev8mQ)P}d3F&UCAy`KJ@<XK|z^d2CO%x%|Ve
zAtIkmLyo#OZYb=?w9m+g^T5zk1nfCWP_|dWbN#6+3!4giff3(nB0)~|4ts5czefj9
z7CgIdB~cSkChhW*kPzZ4$+2w|a=X3L8Jj9{2i`}C?$53R4kAjIzvX7+?3QtDS>0|b
zDo5;$0~nemQ9bJ0^SmHjGZmIkZ(w5Tg)y)#tIsduEUTYLEJW+f6>&M>7xI=hIMJS!
zoeRNKlzm42L^}tB|Bx%gxcni~MR0~|2^NHZFyCcus^EwxhHxtfx``QpQufA@$de}f
zViSb2M%3(2mPnMmAU5G@8x*EuE{u(*Vz`$q>molnnhJ|Eh)XV}abU(KzURd~Ky`Nc
z0pGZYM+pa`tvL{27&cV!<u({gvpbKZ1GZnd)iC`I+Ac0#0I`b8MpxKg9f>=H^{({A
z3Rhg^E1t@}TG09in-JrggyM*&K5U~?gQn4x|5|$)$biKxlyoY>*V(fnGOxEMYq4>I
z4RaOOd~)SAb*Ltk_fSk3Za*AmRHRsMvKO=3yV(O|F%i@9TeywXVj3!R2U7)VR9EPl
zMc7V{{4r5f`fZfYtq~P>drUE{u?EY>ViNnaUG#+Oj=03QymulwRz_*{IqFN0adp=i
zn0Q!Pv*y7HwT@#3YTN(Jo`9!KQ#$;!D@TThDtiYy+IuT^cXTYOuBxc6sH*Jg@8})r
zj8t|kSWqcZR%Q1<U!=0VuYG7JGBi-RcJ;P3t4=e3*2$u&+|?5uPLAv3aYXh-#{ll_
z*+tE$+}GF;Zm3(-+tWX?Z_)1l5#5N`>Y7GMm52`hn9At>!3e7Aiyxy<lglGkV)<Sf
zCqe7V&d9Ej-H@M=z0^mYyM{a3`zyN9h1PJiH@qj(5giyp*nz}t@9D4T7#y_Fx9z=z
z+fCwNI6Bl0iUU|dI!eZ9M+apkR6Wtike37Hh5bm7B@T(s*512&U|0KaMCw3@M*4gD
zd!jw<y*(F1I(5|s_V@rg2KtAiLn9qgNko;yL}0IeK;1I{kO;O?qtQ)0{is|2zzXmw
zs@mBZ=|av_h=1x9{DcV<4)^UEj<!dE1rbmU;c(aBz_1rOrFCPAq)6FeFT(o;<UIp`
zN{7nb+tJ-VM8!w;bwmcEJp=vW!KfxRx)+V;>e&t045^2%J!K#w47T@ZSU+vUL@918
zRU6IZ-o;O-H7YKK1RYeH{wQJWU`~nfPsD<?&Ci|z`USK-9bq)Ar=O}sU9*2U8tDs1
zhK6uoDj+~lE?iR4IHH|S=-S)KzuaCM3itL5bHRf{5m39QKhhZ<7}Ry%i%J=~#u1%q
zh9W>eP334Gg6Ixu%OYeY?nQ^`h>`dh$t~@b-(bo<v~KUf5OEX8EfkPMX~-f|Fc3?O
zq*}_h(gS9i?mS}KD&wdMtq%ks_fi7NL8@^IIFoFZ85~jb52#58=vjD(o^$c+Qj4Mi
zN3x_Li}77J<+dt6psJ$=UjY)06U3Qgt3?OY;scWC;5MoBfbpa_?_2iKK!{K}iclJt
zjdM>RHo^FVoZmSnA;7INPAI3!R=L3|)VwY=yGzYGpo)VBRp_Y7KCJBEZZ&TKUeBo9
zZk6`9Dj!kP52^+$kYWd$)NK8p05D`IY*MOAP2Hdhj;aO0V=Apn<!(^R02DYCl)~$%
z$_Oj_Y_)iWsteTQs)E40JT>j8DmtQ^E;V_B%DP9T->dSXs%S*bJE+!E0dGioZ>VWO
zBpp$?N7b|nHSd_3aaa``QTa#Jj0!cAAdjgEdaYMg^g5_!&?{J~3g`_;dI6eVu{qi#
z$K^<IQrpyw)Ez#|z>0KAvs2sfOreL0g6jC5YU)|4V3SJgR$0#e^-4XaDxHirwV+E?
zzM+-}E7Xj@>^!ynfLcS@-%yL6R}DwhVk9&kS0#a2d1}^iRd$3(RdP_(KCEg8E_k*o
z;&+9b8+=+7A5lfe)!Yg-|Cn0aq~@L-8$$#}t?^8Ws!Y66(S-R|sOd-4wBu@ig<5z_
zH8iOSU24t-H4Ee@e?`rHOHDnZ3XiMV6{_Z#TI}pUq|#qjjmRC?t`xmqLX-0DR&`EW
zo3fqxM^&TKyB@*w(D4Wd52;!w9aIP`$R)N29aPgFPvDH1!F$xy<7y!qj1B|QrfpCe
zggsa#jB%aI7{OmDdqzr%n(JJB>D_7(0CK>T6Gqe&u;av6R9^6ARTw;i%yudoF`a)j
z5iSZ+{|8bj=pcw!N^rf(Pd%t6b%CEJsr)X)*{QnsQ=3#Vg()(C$Xb3kF>3_6IOyE1
zW<9OuMAhWL+(}Z&;F&6Pjw%NAf=5)w(`u13RH`zZ?Bnz+NL0dIoT~YID(y{`GlH%w
zRm+a4oTpXQah3HwmG@ONWxd+COr3^TW}8}hOs$e%=z==>1r7=<%2Up%%05?R?NQY?
zscBEB3CGmJs7j{_2luGZS5-!!JWnljE@)HLUq-2rNDGPks^6tR@KD!t1e)5FlA{V!
zoxDRJs_pa!k2S3iio75}Vm#*wg2b#wBnT3-)Da^{)&P}R*Kuxuc%1U4ntebO98e8W
zb;<$NctFitucmBJvk$3)LmYWXH6EhK^{r~k#^mwqHYodWAkCApX0gpFh78M<Rs>MA
zSrc^N`cS!FRVl#{k+X`0qFHuyK91x$G4j$ZZ#v%(*lOYvBxz?xRp>627QDhQSIwHL
z^MJBd@e?ZaG9YgDLzrb;=hie^%{{1AA5b+>wdrmV+o>4J=>f9}?EDUn+|?UYYnwmS
zEFC-ljnoAjRE<te!$?dIm^E!&L1Clp9#!)Tl>!-ag~~dpR#I25S7r1%u4d8esLG-j
zjT9%9Bq+o}5U*6os+`l*q{m4rPd-SaandLT$6ht<VKwV<Rq}+YdRY}8RkI#dg>RBT
zN5+L$sG>mqWHtHa;7!zx1qW3SV`5a5AYbFdYE@LtJ)$OpyN@bJgR)J4R1*U`@>N|_
zt%<7TN7cmjYWjLL5i<RkYUXcM-a!acwKA%f991*dLo}>X^-+>&p(~Wy5TFT#R%s1o
z&1A4y&Sz55dylJ}^{Vo?s?o|<)ZRH|%>;tO{Tk)~jka116J!EjS=LM-mh<(XtqO3>
zS<z87w~3zfn$*IsKq?g(WQO@hSu;Ue&a>#tlq*yqsxlr{X&a=s1m?xEW&*LC?*k_1
zpeokdTT<UBYo<iY`7Tl?9#qqGs#MqP_(;Z0!m?(ANfMUroT*Wd!?I=vO>%~mikKZa
zC!(#{;d3I|nteqlL0hv`=|r?OTc46s&upr4zKM>^c`I0n;ZW)C8na`|`8$YT_NJ<g
zszvKn&Jk4u1yt`cMLI^6*%jt|4WQHirb>^h^1DTL2!+fhHRsk$8yXwN${T7rq&!~B
zgKr4a2&CBx=iG#96+WTLqH4|om9|`JCNO5JopWEht@7Sdl?PPdfSUdRH49G&$ls|{
zWcj+9ya*b#EZ0<oWSrT}mmuQ=v)Lo)Jnle1U9Hm2_LpmR89I+3b?#<2RYZ%~>gYTP
z!Bc{ffkB@ZrEy+(4@m<2o^^#<_*arQGd8NyV7JPBS(OLB0in<|g@=0Z7By)D4QdFB
ziKD6rVxjzDNR?7mcTg>ls`4XBT_K`e>T9-UI-dh2O5RkHkE=PyO?%0bHTyoD`;(DV
zMv2)&>f8vKSbkK^K58%!#mp{M=S4KD5>*S#)D%q@TY0V?NY5j^>VU~gg_~Wu&aa^s
z0>PCkZ$#y;XFg;5UD{yw`8qcPYRW-XqFF10<&D{2?7RS#flI)Z0+;%7n|;d8ZLztf
zX=c~6^DQ(j=W&&<m4TFO_D(zh1+FZ39E{y2sHJGLN89;&3Rv-Nlw9R6*=+T8UIEiX
zRf!fT)v8KLFk8o+&qJavVyRnyTs6i>U9%P4`L>3Ex<9U#xG>ZSW|zG4GHN<EcqLfl
zJT>!W5M+f)=~k1kP(e%^QqBOCYh^TLGWE><edj;Wgfu4|c99BH<qC+j(i|K}B(R_`
z#}<;J$l_AWK?>(7^ua8cRjY$teo0~uWjJ2}rSczFMb8NxMaY|TAkI}Jh@b-8mJ<(|
z6D7&H<68?f^CfVHFsC^U<0LYtIhivSb4umRd7tD}H%E+;SKS<5avny*^53G#E>vLg
z1_-5DQ~aD{PDq_d=6!#mZt0uJI7xJ~Ip^iv4r!ou^BmUAm^Uw2FTF0p%A6;2K7)Z#
z3Sl+n4K)?qkp|fw*r4(Q^|>nTfSQI`DxT|A_9J9ZuyW5(#F6IMoAWkg;Y8RSfk0VI
zqs(!+<f7CZxJwkJ)am9hq4OY+XTuC%4^BV)uv+@Ks(nM{qmBzVAZE8JzE<VEqKY3Q
zbF&zB(dX5|D@nf2*`!v!tjdmJSlq1Uen8c5pd16>h$?+qIg&8zT#~@fQL^w-p^d6i
zoe)THK&{xQLdP*ls-kH$)KA{!YWnX~$-}DtaWw~}tAiL!y=`RF<n8f_UyYglaS)>t
zrt@w<>}ylX$qQBp-9#dp^OVVjtvRuoC~QTZn3JK-9T-WK7)eJ}o$Jyd%9&%Q&T|-w
zlm05UY*eP{>(x?f>2Wm)uRsOQxmApU`&hMRvLA!)`N4f)hY>T7$$B<NZk;=_&@Yd}
ziBO?R-Qh}XVa@@cyr7!EBE+0Kc8)`ftUstWX{>3iW6b$x=TAt@1Gjn_KiI`8{}ERC
zPpQfCF}kXzh>jE)U=C3`KO_aF6;uY}HD|e<KXQAQtC<j7tX#6WR_3@kj}k0~y%Dc{
z%u#jc{RvQ=Z>fp{DhI~MdR4fWSZg|TeA*L&QKapkYc+)*BZ2(5Uk;ix_VJ=dWURRz
zAW_DKxT@yL0q0E`G6z+jCZGs$bMb-m9#TtCE7WmHAf0S=X{otfAxTRGzqzs@Iev3-
zL=yZ`eRGF}^A0*;l9LO+M`#PExm(yvDsgkYCJqUuSaM5$nTt6R`%9#?x#T0Bgp!)t
zpwY)E8X=Ln*TnfTdS-TTD=Er6zr-`Qr#LqNAoMq=+8XIT;b3zii}MUxSbk8=(H)S^
z;_?<#_RVNoMR21^f%~pPrL0#?$NdJKxs}HGB^W9jaQP4@N7d9W6}Vd!Y*5p`s%qdO
zc|*;>(3{kxri`d6cr0i@cd0^p9pzCD4<PyNShl64%2-cL)e>B^g}GAagxW&Hj=8(%
z-;*llW+5j*st9kG3y++iL1qPl*MRbMn({J&&8<l>BUox?E^l)F8}tf&UDZBMX7@bk
z*r1kd!a3%GDCc_^0L5=&pvO!l%^g+Fw~#y)X17o9kythNT{*X8*lOCFq*-R`368YE
zT-KF1JcT>V1z_>qA<EQTLzYCDiU2gXtevbveCYqHLM)9}h^F`xD@5sBa}}NQcZ{1{
zX96TcTJTmQg=uzaZn<;r#n@S*CnrL7bJgA$VnrC;+~()}2h5`UuaZZ-sL8L^%w>T|
z07N#JTMM0kfIa31m#b5afh+0ejzsSL>NnN&<7#qLHDNlzOB>nnH)1xlT#FxnGbF#c
z&C&S^MnE=<iWuQ-?vxy>baP>)^EBmtTus)wv$$Auai;TA(04K>P~^D}T**d&eGfac
z?BI9RBE;Hl5^PhUDit{0UwLz9XG|YR2bxPkV><8?(t)Bo%zdNDb%(k2G>PsI*=ep-
zbv}mvpZHb5EW_X2&YHv?63UueV4Zi77xE$PIhB64%HB=ZEccCw2XoQv7~;X)b(>5)
zkX>YM(oJR;38R{;eG}z_RKQ#l?A#6IGWiLW_BE-V=D%jmI<Jh;3h4=R=P^4*r(tR+
zGY%{w&2!S*;7J#pQX_LWv-2)Y$>QMskh&`;i%B3N%Ut*zZ<0xNa|!hrBTstH+=A^G
zt(S3}RbKFzU+0;Nxc@)syx!HCkSCfUNdq4;pov;Zg!X#|Al@F3ac6FK*W+%J8FxI;
zFg+k69JV++n}ZP<f0&lYFqHA<^QD?Q<>P0X!XM^#d*_FcPt!5W!Q!DYt;F^*_vW9_
znJ381b^gha31^s(1khsVtb=N<mN#O=nJ*GJuR-1{hpTVGah0}SZ7_W<GTD6fU`&x~
zKEE)Q&@&%<7(?WWcrag=7~47!IP<lNcqft;a4ni?euox~H>}KOJCY15=?U`<kTFdO
z^X-x`M-~|*=0hmX^^gcfSZ_EgV_Rx$KB?k-1*tVxs<iw3BmcfrbbEe}kze3s1rMkx
zq!SLRsl<Kv@Wjv#R83^N5=wy<XYtCec6|WC;^vDrF)Z#}$-ErUEFKUR4`>#Lc}grE
zU=?FLSC}vRJXaz*%-3{cgud{O`E<`oxXH~ofllNmH{TeFcasY{o39#;#m<>*-kT3B
zId@|Kmhk}0JD^eyswE>TA0Fx8Vd!)<C8`2?J}m>ue9I}`DwKg}zAKe%Ad1#7U#W`M
z8o~wUTUYU1AlS_(wBl_Jk$&d0Ud}JUBV{m%C&HtSNew%23$YN5RuvvlDyBK+`(cS1
zgX|yk5i{qH7)C|VPL0Nhk|NEw)VLq&gKKH6y8ylv6?|G$zVyENZkzKfxI*FlpNfgl
zG}oM?v0=Ud=X?pq`WWj@=8JO9BY>$nh*dKgA=2reTCYdQ7&1(H?{xzeH{%nQFrVog
zlO^t9mVmcF(@;9?gBx_waRXaA&3uJ0sWVpSW4?CiJO}zr3FfJCEM;Pi&Rv=#gXN#5
zl(%y*-}$PV7t|D#V$4S!lbB>8#ID(>Yk4=wM?PCkK1ns-nRMb(#Tqo9uS{+YnlEF<
z8MD0u{ku!~L7T9!DY9dv7yHZBVrNu)e@Dc^?lSCh+Y<>7_w4Ssh9Y|+L)hD8cF{G3
z!`N#W?%20)=~7%bF)-BE?rpK74Q=xmmSP{%(xtKyk79I$yX%hPR+RF87VWbd*xNB|
zg?DU=R@a5Y9Rq{=!+qFR7jCa<-MFi&WlO`B0b~eos}8qpuMTgo3U8|oZ>tF-$7xI4
z%2Y2-s7&jY4JK=}L2A<qB-`5Q+0xRormkfVA=$9aP3}QrPfJVBzLq}A-OSe{<u5Fi
z_X_O58*J~a$8N2m=)g#?wL21(Ep_46{=t!GtKM#CMf(Q3dU_+4w`ovsKSP;bk*12M
zRTXO0&^}CLZ|U2*0bwiLH57>qMX<$fq>Jhb8r6i)<SmZ8>#bGS7;Wi8y|B?OG8EoB
z)IP{PfvTP`3pd}ZipJH@(?1*;infeP-5#dn)@^lRa0#;PiJ%Jp&6G{d2wuNy0{SS)
z)vNaH5Nz#eS=>Jm4MzsLTDETJaT~BU0&)-R54Vr(16NeHw4m!dC9ZY6iW(BT-HaL&
z7t|3K;BU|N@U~Sa!%sa4v})<=YtfZ7EM`iJ>rnI@2y3>F3MX)vQxnJG<K*S;vAPC^
z_O=goY6hLn-8~Mf4M}hf4oVw*S!-jq$zn|C!NUCKW3zvQ_BBlV8m2u)atnyxNTb^F
z^YsbDhSf2&E3&(%AG|gc;myDh72#^hL6XIyt(Vx*ijU|d$OJ1)!_yiVlr6y@I9C{K
ztiC(hk$|BJiPX}vbz432(FPwW|8>FC*VEE_!g@6h4h&-WcbrcG?0+ePfuO5r2%BPE
zMX;uK1Y2x}Vr!sf10?h&!1qGrpPY~o83Ad=qa;z(Hb`fRBu*G!O9n@VyQQUs!IdO>
zJ8`^x5xs(nZ;LjDwZv#O`h$l#)Q0K%<;(TBna|_KSGBkiTsIWy?_^2?e_#7P;;R!#
z@cNG4Nc#{sXj^o#9-^&VjV@~0ygj^?<aonSgw@<oqze)rino<ULmh2jZjl128{!+>
zD*CCqsxzXKBH+2I@RlA(|8d2LX_qGlecG_EbsVPida4(yQLB!zwUO3eS|4DKIVtw|
z4$}&ulyquuw-^C+M3vU9y0R^slhbOuA=PG3&0<0t3kA5^J3FC~h6lQI7q9pi%^0ay
zoFyZX3C4`u2C`@@43FLjWD{94wK3KVtF3=S(zk4Da1Ecv@V3PeFbPBc->k0{UW2{)
z+hM7M`#RhA6ANJ&RM&^YF-HTcYh!{9Xd`SMa5$cPmO%0uA*w}1eTNx0g0(iLle}Tc
z(oS~xV|P9oPrbud*Kj0qzKjBc)^M-ZtBbYCL3Yo!@CYnaqYd<-fu1fP#X*ZEs-o^S
zpP|9g)MIG;1q1ysT~08jYpT&^oEK;x>5W4287+>oVY>F?Jc{HVb2P|ci0m6|@9*@9
zS5Hgy^|%D_grMJ8Z8>dQIGK&Rom6K_b$w?~mlh*@3In#&wk6?hYgikx(oSMDf<dWO
zt|TET!t;X8fstJ>Ts1o+nk{B**0Ul8BY+CgfnHHsWI?a3L1avS$JnEB245{1dk`qC
zo5Op1IwRrE_GtSFy8|2=+vSvdT=AF8^4SQX*Tn|Byuf)eHWdjbOm(WO$LZkB=qoMp
zPQXU2J((=p%HIsD0ll*riY2lej1M7+6GZL((bipT<XXFWI(vp-?&FY-Z<-a3w(rI?
z4Y}3~43W_-XQ?<dhJj{;lORblYY-N#5$@v%0@#FW$qefpI9VwVHr+$&bDK9<WBQGT
zL6UCzH<%xia&?&IaGe;eM7$;(%!({51<hv9mKUr2F~`PYV~+Op4fZliqPf&xB;w7G
zISCRcX^ys~6DM<VB5n<hqC{cO-K;00|FVigjjJI#+dEgo<mkph$Me@>v~h>~EFdky
zYuckctt5jQYOQ@ZT3dtegSP1DXO%N-#hi)r>G;^eul3UkGxLMVB`3QEPEJO{>S|)i
zG}2GA<47m<BP&}R;p!RgW?5s*IhqG;3lHyyN!1B~679zMF`Rz0FqMYwM-1CDECY>>
z>h(a<g{hC-3B+ukNHJshXF9GO3HxmWja#q+DNf8psIe^Ikh5b1XGi-x_M-xQy9OX#
zNTgXf>eWRL*su_k#6su;I?AZ+Xv$s69V@dqPYLL*_!lSTsC}Z??jgH!TePMo9D9_J
zyDbd83X>(K-!K?kAlQ0Zpkpvi!>qYBycH%W+%SadwDG1nhM$ufoP)h&aE|mtb$8Yf
zHm}VlpH}sH;DPF}SI3f;RV`d44~Zch>;#<GWIpa;JxwM~GUB+}>_l~`Mis&|31FmL
zC5wKJGb!MqY%CHhyvjTI7u#~zb~1B_q&+2ObWB%?er3T1nZTpNOms?j4G_zr=e23=
za`O1LHC#J!{T$~RFs4AGOB1a;jM=7J<eSNDKC#235rYFp;BaJI2b7t0!$7wBM|yi@
z&Tr<%80R9KL@K!^vXMnrhqw`7yA19cVq?=M0pnP(L4ZXwjty4FTtO57kHMK~Oj2@C
zwD$Bsk42Y6`rBFLbhWk(4`DO{4DtwPr}y@FMl6A}ZV&Hiso&GyI}&Nx0%@b?hBOTM
ze;$c2{w%mlA!4H4Jv4zj84JE+&n~oNq@V0}lO?$gf>9;FF=ImaY2EPN_Cd@)t7%Fi
zep_Ng)~jRFh@GpkedBs@lev_~Rd+DreR?IPqH(=g4U-sir)c-kz+Sg+TK;8`0(mrs
z2oV$T5^**Q7gUAUm{Z}cx;pD=$_}^VmhIuSgPY0qWrpeu*C!F{L>Hdr`DF}Kvww9=
zIbaN&M4`?eKQf4TvOp|=234C*r1>|QpY#t5+AxG!%Rpbay`uwjYIh-kjL?=wlZV{q
zXwQ}nP!Sl9;82Y<Y2ka|6pw}nd4(a2^@e`yLn8w$oV_Vge`Gude#@?{8%{VaYT*e`
z7~c6^(iv!?>l!e<LDkkgEYm=c0vghDrIQw9oe$AZtj@%W^}@&VnVU+61y6=FiG34L
zc)IIo(6nsn*s`Gmvsj3|ew;?{g1Is<)V@1{K}84uaYEdkaUujy3c5pl-(<cZTqSj?
zsWPKVUs1qglGjjL$QR+0hU2<zjkn5Er|417XTAlY7Ht)*m1$;jMfLw~WSb$*6ZXCV
za<TZGDUhOKPsv>nt?Vf4X{lL^5kELIFxbAEu29f!sIZ=X>4_`Wpe$O1Le_o}p&l0|
zn{#hTI&EU7t&eStIf_w80v-$>*&P{b>gpY6XAyY<L(Jc>lXM^Zz3QYaNMDH6wwe|<
z{8k&2W-Tv%VJ0&)B#s}=!jNrSH*}GqMH5<RYN~j3O(R@IMvUo(c^wj_D-_u49`3>%
zp}GOa&`@Mo57?CZ1W0HG(MUFuD|W*JyUxSJHryVEZfyS=S=-$MBib=NrgL-&D-1I2
zTYJ`{3ADh&K2lfO@>q<sPtecX!X4d_j`Ml6krU5dgA?f(H*`trx<hwQly&+*7yMRe
z<f@_F%tvrTo9ij+S|L!FxRCuUj64tZc-?KJi)Tjrdz*TiR<IhSli46ZjmZro<zX5u
z9{p{R2yPY@Ni_b{ehV9NzL7A-5M#;>M|!C<_4p$1lg}ssrLdUmO~A!K#T-zW#Mlgw
zyGcBz@CTqtdf^xCCcJAfmUj;f?T6LZ2lWBo(#<lRYAB{B5Y=Q;>QxKRcPGj^iA6B(
zI)hIgCyokcKRrDkV=@PldG5saK}<?JF+b_sMM8-50L1=~OjUg3KS@D=k&9OI0{0;K
zXxS8nKI`M9VY;T}-x2<PhNBg`CBnnijfwOBF{hFKS)}H|c;i6#n^|ofZ(t;q!?YmV
zB@=zJ!eg86PJPe@a^>hnBAGqOw4D4L5%OquXpiRqt`8E|R{xET9F&QNr;W7*{%;tx
zB*tpVi-UE)p#fet0+o`kG@0ILiCb@~4sXGj)LF+Eau7XxjNFmV9s|%fG1LQ+dMz1W
znZ6_D7S-nN0~yZ|k;I(wjgvYW6+~gSs!mwjlXk;^KqQ!<L-dlc*LQKk38l+IZdY%+
zQ5$g!32`|fKD0OA^-UtfCYgef^PJ=_R>i=>!-H%nHONh7tn_)>M{-8nD%5z-R=LEW
zrf7D_Q}sq@xtYS_+rFZ6s>9+c)$?HArk-k^S|pL`?a}auMtY!sBl|o*%~%40McXAY
zn-mPUwXQu$rzF(Ie9RpACA)pXdj@(sMWJB*n<hl=HBe~!wrDM!9IbtzE=vy<AY(D>
zxT4GSX>z5`^L?NFMwA~<4khz6*U;nz6+R982!8_2me8s=7eqBC4(&tO@73OiMQF^C
z8^bLSQsQ|4`?fTMWl@P-Y@Pu}n=Z67#n^(z9j*Q2149~sXRbR=(`;B%4adVKOltZ@
z`t)kpHgeI?2;`g~Gk*5Mmc%Pj!>}d6liPoTB!jf%<5!3O#)dXD2MdQ_oN#}5ID)YO
zZ|`6`w$7oK$h(-_mx4`89ldCz_Iby3X`ElJr)9C(-h>V$S3wddftldD(@h$rW?oBX
z0J#}FS;CW1w)?@gzMTm@C)$(X`kko0V+t{hdfBlimLDWfe@EXS%MV&?pqZ`Z?&V-I
zjnj2Wm{}agG2<YKNotf9X^F(yANxw&*<UhoW;AP}j9tUaF)`&QQ{{;R+ox)P0~8|5
z1B;!*?J$f*u7(GCJ3X_{BeU_e86Cm=Wi+WyjP+Yr$1SclU?#IW+T8*lLmbDAL%cEU
zdeq&_Y2xrDBSw;L<c%hnz=xxl%nierF-&8KxvSmquAaHjOvw{gWV6r`@enLoW+<5M
z#_Mdwt$+Im3kmpGcN$`}MDn>QH8pGXW*=hqn(D!xNJoSnv+k@iOw%}?8zpoT65NI0
z6Nv$CtSk5p!<g|(TdZVvRd@(8cw9F)Z4_l&V>5o7M4y=Q+zMc*xN`<k-^8HfGJ2A}
zmE4%3?d`zc*uGtGt6)-1*FVywjI?S<Gc~`_t=B3@yLuC1*V2RhqN#0-Z)yt;z+Tv~
z%@J?>!XSd|0k3F(8Z80&MVNt1zL^01cS5m>rjo?tX)bv;*y};lf4DQb9GZZ)Z=>PP
z#7tlo?Em7`0<$;H127%rF~l}nV>gQlSPYOo(6ktbt{Y3=$ch+}G0@`-Fzl)}CNUv1
z(`!&dFZg(s(NuCb!JQ)eBU)*r4*ZnVRNo+qt9pH;Z!o&wjFxc;>M9S~LWSkp_Ri$`
zzYAN0A}jpUbYd@;uTJQ6bS)PDCUtj0FFUwkp11;Jk!Ry1&4FqA5LLIKSMO~IlU1r`
z@ZlafCt%HXw8K2;iSiDs1k%=@+-eslyELl@!Lg9nF@R5l?Aberdr_m<81D6N6Vqm4
zsqA*(8jtP1Cl8D)hPWHNWQZi655f?MF-o*o%_UVSTF(41j&3(hl2ic6=2whz+M95q
zU8sIlPEvQwaR9r^>L3FonYuT1F=H)>+GlCcTi(Lk2hG+G;(XVqMBC-rZ-ezPclVNy
z2nn{GD<@+FQhZ%V5nurI!m^}&@BgAAV1)&t5qo^&B#Dq*cKWB;32j=eS5_eL^aAgg
zT-2!N2eNs!Z_9?{>NH`k{r|D&RJ%=uB>&3l30Q5ciK%a41RiB9Ok;q?ZtZHK<#-vO
z+I~0oTzvo6Q~%RSco=hIGD}ES^8g!@*J-_$<`_PS01vyC2`7|`ez#?ux#UX6g{3D%
zF}`SpuJ8?ulQkG=Wrh54yv-6#cUR|ly2Gn;tcM{qu%qUDvJ+3Flz0~&gyQaqIQ+>j
zKvtfoU<(0d9;cF~qml|RjBTPnuk-N2NesHUVWTm5a+PH~Pxp8$EHtdy>kdYe9YVBU
zoqa_$ba}cbkjz}$a7a9h_O$Q}igm`;$S}6DvY|3wk0f)lvioHShA~Oicvm)+?<qM$
zD^I}2?|o`rPbLT^x#N+Y%pUTo(W1GwsS?Ivk9#6#Y^$V>w1I1sB$7#XK=PWE?0Rdc
zV}EJKzINZnXf|o7sl3v{b3<^E%uX~L`KqAJsJLx1<I>(xFDa*Wvde^sJ>HgWu|q|8
z@Bm7-8+Z)Wm;9Ru?w$N&TNfuDh2C)j8m!|CIAg4OY()wmEXC^_*iizPj?vA&Ee%Gn
z8cV+pGsYN0x(EEkvkP$6SY|Yt4>25Vu#K^(#LCato-sze><Tz_<L1??He#WFWLLN~
zjAFEljQs@XVI>wOvD^2C8PIMx<yvSxbT~q@dNv3L_y2Dfc1{C1TY2$#F^xxYKd#}8
zw8;n{GoT*S5R9dl^0caOO+svFIT^(w1U~Wnz)K}RmTN&_X`L-WcYaPAI$co+0TtOt
z=M=bNkazAZ%3XMdvWrz*$()y+k&a#(@N@M(vw5=pdVBj2%@uf&T$Z<G+XyKpUQ;@O
z-yw<UG7Ay0VjY5?3<WS~!t!X<_%@+o8kdWR<-tKDNL#QWEw;<$e68E(V7`QEYJ@GO
zvS5v|xxJ^wv-LbXZ%o6mcCmjUxj%{zf8abTPhP$L9q6Y?^%%m;G*_z|v-d_1tLi#*
zSIgjV4>l7Umou9RW46*KV^6$B_AgYO{UgI2-SLxWGu1Ym2*c#mVqf@)>&Wtt>Eo_l
zU^B}A_B{Dkea#YQoIjn%PEQwh#mN*9!vg$<F(FT$Kzaj$SW%A5?Dw4)O599qc*Ho<
zu+M}}WOaF)M0m82wMIi<_s$Y`oRV^0Gsb=sSyT71TrxBA#0o<n+68kb-JM6wB|dk(
zJul8Xg^ir#mBI!Y3?xX&mShV~C$yBgv*N^#Y#KC@D`rol%lp(f+%@iAadTY7j}a8Y
zw)*Hmr@ZLkIIUgv^vADVk>wEU<kBoC(zObUc;HpWMQbJ~T<jtCb+Jl__ckx?80Z_s
zS`xXNA!3qy+&tBP>S<?`u3504x~^0{z*M@ZFFMj6S-v}hao^K{VEa%<_i}vcXi-C5
z>7w1lEF_c0USN@(tyELmic~8L-L7|oK6FD<iG5u|eNb7<{O)-f<LCkTE|K+8AspOi
zv1?F?W5zqYC1wfnkEl<W9B|WN`wCSZHBYoQWkHG)llBE>!QO!rJy#(QD0?)Ltl`G0
z9IcQsXotH8hN7kZ0~ACFoJJrg8|~yB<ULG$V4^bu(Tihv$?I%Jw>dYS)IuQ=h}kL5
zWDiL57!pB`MA^Zo6q1q3S1iOs>+m+R19+zf`<iua6K%eK(TO5%Hf&PwC66A-(Dw5q
zVq^H_q?w-4kX*sjQ(Euh-Ey@5jpnO*@japCy!{8$P2c&CR<l#huS=5&HmRMS0b#z;
zfvw*iduYZBVq#)!oWwZJ!E5Y1JMnLq5MDI%U0Hof!hCUh)DshIe96Hi?D^`$&h-dn
z5WKInWll3pEFZ_Cia&J-X{+VLc+(i!v?wAV8RK}{@5hvEW9^-w0l=<1>}LnV>K${f
zY(9=<d%4RLv>_$-W)gGOV*KuO?J_+qTI9ShAGp!SeO>!Lsr-P5_RAV{#CX!m2)dIo
ze8aSRn&$YjH`4U6-d%{{5o7%&=h%cM$|@*iqIMYy+r*9Bliq40LjoIZ%%1Z&MC|YR
zmlo7q5fJ8&sqx_Az1n^`?;lh|bjSf(jfAsbR3PWV&clS`k*ye$MwVe~syR+JmR6%>
z9Fiu3yn5iXdy=f*_O$fiEU<4&BdIEONAYHkxZWCTX37pMRu}r#nG+Xk+Cq#7FKXO=
zYd$0Le_Q(&Xw8c1%tM19XiFmxdBz4G;nf%J?YF!x-F>02&`nP_YO9c++xO9Z<vyDG
z=x$;RV0=VfVoWkVqE3iLoe^ge4daBFVFW|g(ijypjyPGPab|)f;|!uJy6_R4Z}0lP
zbL!No^Z&OS{sp~n?Ng^tJ$CKdd)KaApc8Q6^18X;`kT}y)10{Ee6!+xt&D@Ii3?HX
zTN)f$u1(&Vn1H)1Xx=y~j!GsQB*s~KIM2GhKpF?m&PS)dhu9>zD4HKQ=mtAEh{9AZ
z%eGruXl;p1e<4UkV<~~4<}#Wu)Ct|MaaXXVOwpW)FT{hOr@To9-XV4<L!*Mz7fptQ
zxD00X?#&juOXw1cdJkR@Rn02_G9ONq#O^qzv13J^nB~LKd7K5nhCV!NtcIw4eWfA`
zuCVSgL${AEgaj>DjtH1+6FANe;c^DvRQ_E%5vtRm@F(*P!Q9u`ucn-v@DvuiVBQrW
zWYjTjpzj=CSe%==(KkXV3q&rzFp_V%adgTggbF)4HMTIZzY`RBtUC?q6oUy0txm#p
zca^GJQM#xz2d5!7z-$7pHnA{?UUL0pNn*A+gSUt@saaW?6j~52%%qQ>CRc$fSok1N
zcE-!Y=p%1>v$2t0TW2r1)h{=-+@|1BVsMM4^@4{Hi|pt|BH;{=S0kDPxlf30%4HTz
z%!tTsqx1of+d?Xjjx<IzA=v;Hr|PJjts+aQNv^TMIBSzFVNYaTZps1a<yAWOVW=5x
ziv#lq?W$PY^~QONu-VfnJdO^Mnds^=PBpIzoJ{D>5dz?aBSz^F4vC<RF9uzQdS11_
z2Ln_%t~Go6Gnqh8;ph<<RF19$S_{6?gMKo8JhJTt71@TqYHzde=m&#ymD;bbIH+&Y
zW%+7g+%V%Ab&>3XZ71fmIfBnrIQRn(o38~b+oQobGA);p`s=-f5)*ge%Ep7Ru&hD`
z1%b*hqf5U*QmWK?KhkHiOm7puF~DHEbtin-p%A(bhO--I7e=O>1)E{BK4k3wc*gOb
z<X}+BEGy;+Q|E4p@B|0da>IWT`VwMZdDw;8L7;jy63TJ8+-)gKiH2gFz?OJ)HX=ZT
zL!&vRS0CwRh^epqdW#I9qF?Scz-yNw<IcSzG^)zdmBigA4~wjhhPj>)%u-#5qklkt
zALjU3ZjeSBpJJv-#h0u!iHzhkSj}$|iyzarU=>pZ<1u=K9D27^Gt5G^<R;V+#B5=}
zqHUE|XN!r>*hDY03=LmS#ZAcu@=(txd-YWz9xbh)q+9pk%kM+Eamd-H`Q4Y=iXX~7
ztmD-jXC1PJSrP6f2sUWJi|j0i`42M|O88uzzS}r3PiaK#ojI2tg&`=*UXjEEm(b=?
z{oF*F7V1p1Zj~`Ax<AwnoYuo&R^f8&R2oQXfDr{LG%ZK?qHQUaM%o_wo#GzY7F1$v
z@ev-$#pj@OT!ku-^~Gp8+BJ*~`E7nUrcE1TGUBdgB1~IpV7O9QtEP8NI9%G{H1%RB
z!6jw5irFqKuf;jDnFT0DGvhdfT?Q8J$PKvE8#HBuV{G9xExu{fuVFmbq<}rC9K06B
z=!=aX0j(x2hTT@qaRf7jUIrsFMDe0?ZK*DVQ?uL0C-=g1K5v5hOw$U}SQc~Vk9S08
zkI|0Afl1B4T5h)Tn)mk-hPb;Xt#DqZtLJ&bMtl+7P&!bUTd&!Syvvi*1OrnGm?^fk
z!{_-TODva9TV<TpWHc?!*_PVXilR<z0jNXBGp}UJkduFBD=Lz1Tko4jmE?`mxMFAf
zU5F_+>8glQfuOU#eq^(*9+=Ii+EP<%m;-u6s0>W@eqe;2tg<hyZ^(XO>>|F9kf_M5
zcB*p+CeU=rZqL7fz1DrtyV~0~M|3yh_mbUnqJp%IIyXyd4Z~&}^^_4$8$_K9Q$<uI
zCE{Qt4h8rb!)igM?Qn@+)2L`WyNgXh^%iB62{YIp$tk6@nOWa04~=Rva%;pd+478`
zV+{;jmVT<X3K&u9u2^Ydg+zpNMmsO}?N`q&&X8e5imzLdhv&D^c2KQAN!<@yWW|{0
zmvE!mXk0jfDsR8Qc`N%@2<*a@qxoXFZvAHI0D+~t+9}m0sbrLkE;8O-#nW_~x4G}4
zUidUdzm)$vBX$h7OKkhHOlTYNYoybz&ILA3IT`8Vl}GfNX@Yj1VFB&PR3&^Z&_;Q#
zG&02pJ+c~ojS5e+IW1`k5bH}Qq#TIO)wX47YUaq)!I9hNJL9)4j<^)mi|weytOyhF
zAB<CThrSApT(Of_>2oH2U_xf8jHZC4$mL5ncA*=cpkO1e`{sAI4xx+N1YnMKNv3Wf
z;spz~C2YRF_?j<MmAiwD88j){AKk?ot{&!9I5|Itqqm-2*3!r>*i{sxYfU$4O%e(E
zx`&|cD|qSX)tvMk)etU1Q)bmF9E_obuqGZi78E&$IbWbOn!RAa&QP1j50;MdD_2y1
z8i}I}thnXwyMo(jqYvCwc71d1-T_X#)15*(vvZT~*24ANDW#X=r-Jg7-W(t)^BI%^
z*uj=VeX<Vd3_v1mgQ5HQ-x`2<`S?jxGa&_s5m1To)l%Fj!^G>p5Ky*emq~@G3ert+
zYo%NJVs8NkVt)_S12fxWE6kghGUD<W`|wk1!SD}}4FzE1pgIg-U&dHAnSkjSAVtjw
z?Z~h{oy%2BP90L&mof8812ea0s(qE7R=<qJa|q>GB$oBz?u2k!$`$ZvB}?kTc&>H3
z-eGHv!6nkJHkp|%C&5a$A%a-4hh4&fJ=_Un!3^o3UAdF3b}udO_vRcgubzkrqD_)A
zb8Iczmv*0loy1JD6L@Lp3>)!hw0!su2U-r(WW2$M$vB2BCj`Cky6i4R-|w+<mvh?3
zAl-Pw`fa`m?hh9ZGQ<m1LLt<de6hkb$ZyJ&9`PADjO7_iMl3-0?7={5JF5d1sf^XT
zo4urIh|UpgW`YDVjYF@6u;!SmvOIJhnC`tATW`?2PQtdYX^ZAkC@NE7?UY4~FW1zP
z+h%1M$tvR4>q>sjNE`A%Afrq4dtE=Ya}-)Wn0X~EKXWP$BUv#?slcu%bfL+^wHu<^
zyrIe@Mefe9xurG1<+p_Rv4Xc-LRw@~*#d*%#sz$Hy9l4tJ8UV$o%BFodRXM}2iye)
zlT3W!(ifAKwQM$J7CKV{;R>*}Gwo}OP1ne3hOV6im)kcdPh5RZEwm%6(Q2wA_pOI3
z!AjE5l$lB)3N@}qp?ZqoqOg14HV<#su5CWd*jN=)OV@s}H2I`d6rA+3n`(k(tk)dQ
zOn(R%E+j-jE{sS?xXC<SW2=ifS;Otk%+@)n3$k7J^|;=B9Kt25<CT+KO;&4Jn%#XX
z*4j!7W7fn3fjc%Xl^&v^x1{G`Jww#IeK-w|)1R}TSTi?|-{vBQpVNbptQl|!-PYL7
zGBw@xC<=JP5Zgrn=;`2H*KEfTj5oZeA$+DmCpp}8KE<Jt??JnOC#&Sd=+vx8M_tB3
zDrGumxqR4u&q=k0hpWq6#mo{=<r~vFQGy&AZ*f-6IxYrgo8QWwGcq4)wrgQ#91|)U
zK1@yc{4{+Un~I??Nv1eME%G=fuHfZ@(q*_+NiHU!yC1LOY9KQ--auXql^N4l<qV4I
z&m5c%5jZj08FeK1^<b+M@&=vsj91qqo{*TbGfcIt%`+Hr{V+cCN0@r17N>bzg7Xms
zuZ?bpp~llog?F9^y~zWCSbf@wH;!Wz&8K8^RBx<%+@lbI^NIBAGQNr*B??E$VAGiC
z?46rk+&?+vOISssoB<wlKx+IDT<FUKqJ@cfc4%wTZh5SQ!N&GcaE!)Kfq&?AkNO^)
zSg8)CCqrOyx!v6-nr1?~0<+($Vb<B;VvY(q$DhM}S?m3bLNK4TckBj*AF&>bYG-q}
z*GaG0iieu&TW*H&+)=$7Y?f4U#WYekz{A;e>db{_m?71LXHf$<7`2K!W9V%#!jzZA
zNQ9x%Fh7<SY9%afCT4(OBT~#sXQH~iG~T!!Qe<{`k?1L$Jj1Hk=*xwyv|IS;E?k}f
z`(Sb@431RKjZ9jQ0P|jP)zNK5V}+~pL5+8eUribfpZbLKzMeNWg8V@02YGT36j5jM
z$y=D<Iu_C^9~xE{tOMgq#^1MqBYx@oYN$nC$#u`erO+JC5Sr_$hm8#^DYhmg+zY!{
zcAP8n7KTL44a9In!CbA=Yw|Ep&Bp;ANOK->$-6Fc8pv()R|ZE|iFyz*C>=Zr4pyag
zldK^&D6kT;pO|dQRl8xv3&dqr&KaG96+5{4rS6qjF2V#hX2a#HKKh(MppM|W)H%d6
zDLp1fZsU<_hz{%Qgq^qdl_*fPmUKuNwcoWcep@*<c3S}kF3~P3e|bFX!QD(f4d-Y<
zXTBQQk+Vel2_7hZi7+OvS$-;`Pcq@+u5{m*{((3+h*eipD4ClK@Y9HH9#-T^<bqCv
zD8L>7&RI#gbgw=;)1vL}<<de^vZ-#`Z7evT7qjAyDHP?bE7u5GNve$iwU=F^sAn+J
zCHIJhirH0S{EPBXtELNnl4`o8XizD)k`#MPSO^5=(6FjQI*r+59^~H)16P)rjLFiS
z!Lat4U3#dP@O@%XV7%w4O^C$i84WVdDccc+t|u;W=XGNm*$xd@7`9eQrqOjnhYbwd
zI`G-WUEMgZf$EAGdlfVHgPDiGmEo4e#)V`)<6HOIGnG~?Ovo%x@i_@p+waNrj@Ga8
zszS{1lBYUb2uH;lB!UI7=1N}^Z&AIj3t>Am09T2Q2M$4l7%e^3!_fNNh*!m&Al2Qj
z>7k3t;M8({L#4B;L)$6O(mp3sOHI7%q53!dG$LLbR{mU<*9>SDGjg(+za1AWPv@cr
za4Lwa*r_i_HdPF`uB;Qw88{m_Iga}8*OdtA34K|3cZ^P3=olBw%Z=lV(PJp`XT$7P
ztR^!%RbFk98!jv*h>Oa<R&}j&6#kv-dHwWi=wj_Ym;ItYt}H*}ZrQfL=C+V%lbBc-
zhoGy<cHgq{iC*8aswuBzyY&c{$?~yO%Qf|laBi-mp@a*E;dT4slGvnPZ!$~MCL?y)
zW5p=TQR^`DreufnMIKJudnTERdW}jz|7!CwEGdnWa$^FgZ?&1^OGe!;HIw(G+Yad$
z(3nyuPC~1icW4wX#t7LcEYEUs?Q3Lie!SWale(jBPVxpJ<r?1E5V2!YVvY^VJ=s^`
zZo6!nPsVVJC$!X|xq{e&4~MZHp=eEiwWv1Q`dys4b!PV9OsD&<g~v(It;^*#DH174
zlc6n%-FK(3Kt9_ZQGpT?VO|1V2((x0NDfl-M%Cc>*%_Ok?d*e-Lb!H0nvsbDNusE6
z<$iEwpN!Fsa`<>v$Z7<#7&?TQ`Y|%=F5Z0+4qFu3YigMX<?NuxrCA*!A+YpBX%hk`
z=YubQoe<f7u27&Eu`tonLk&e6bX{pCrJ@Oo#NKJ#&T2<?UAU?oq~aP%U2T~dQWRh^
znLL1_o3A!U2Rn?*BN5qE2@D-aXJq8asx2DsC_tp~Zd_>P%Wn`^GqP&neVWzbMq69z
zlWnB_{%Df~!h@MRL%%n24#c6nEi3Xx);?9Vi?I(RN@HJbCE)kkrV=^{ZH@eH$`j5I
z*J8Q~4wWL{Y*_17zP5xt3rv@EucizD-g{bQw64u-p7pyq@=R%RD7Zqzd|lFuE^v2V
zl}zYl{mIDGnvGSzYMO@N=w^uRK(+EAuI3(w)b-6JOycT{p%H=CvSkLkb&q#^Sv=;R
zk@2Le+UZqP)DNlH7i@)3i4ktv7Gtup2^On2c&&&1#%u%47^11>kaRm36-sUjwI;)H
z>h$=mcQ>Mxhug(m;!oSB*&Dn^wlCr`GHjF}ve4u-uASd+H>~kn2?H4zzYV+~oCk>v
zl5RevD3MT=D8zmDU>d^p*|tNAWqzeyIn$Y%oL{i3MeC{351|?YkXDGa(wV?r65!s4
z<4hZ~_Cz!g>r4*Ca;WK53k|E~Lh^9`H@eF=PRuGCE<Vi6z74vn7$g80W)2}i5YBgQ
zuU*D7f(Gpk2R=OILh3{a77`UL+g`QS_b1CC{O7!@D><_~Y}{RF>e)rG@20Y~2G<o)
zOsWt%j&bOqdSQB1HMLkG8NRrLTU~MDxyJkZWmpP>gaPFrR~8nhHju9PMy-xuD!*C9
zrLpL6)1C1UAF^3l&CF6d22Uy#p(Rv%QwUNrF*h=b(2je<)=IR5wYMU$=XBQ6H4=N;
z2Ygc-Hztf@&)TODI;iq5?LN@$(y=|kEH+9Op*2{&><L*W6=JzHb(LsGs2fjrhliR!
zW0$Q4i{X9E@b%6VIZ`gK#+RAe25T<lqcPL?K4uVt#on}y)nQ$9!J8)ibp77yKzBT^
zMIfcho4TZgaqKSX)y&kOPi*Py?t+Ab`&T#0kAhZvgw42iB>b$ejQcm#g2Nn<PjYZb
zMg$ygR7JBr<x5&}DmS0tdXV_><d>cPen_LBO4lcC0V;6(q71r#K~7FsX4p*cO|doH
z6vO@!E>JQDdBmceYpMxc8LXzUM3c2~W-6j<t-RKBPR@EKHqUsWndq)4a$Qi(Di#Z&
zsNv1zF~ZDInx2t<fx9^ny2*atCGBuitOrltjNpFW!Zt3-t%HorWTLzF;u9$#ohhl(
zXh$CX_}W1qWpl%UTj4w=Wa@xlTc)~-990!uGv(odUfqsH@GxlYh9ZT4EwbU!!7~>Q
z&X(I)cBsUUL|s|znTMx`Mbry|W>c=yyr{)8)WlD^t#olIH?)@28k!K(Ng~y$V(}O~
zdDARm6L}ryOK6&^Os*r(v|oGSU}3-E(*k@g;WVK?jQ%<8l#p-B67yfq{I6JI{<#&Q
z{GXjwhtEGdqy;CK7CgxGA;Nbi@Z(H>g76{2FA#p4@H>P*CHxuTspo|6pGMeEI6(LV
z!Y2t&{FRV@1>t(a4TQT0ZzTL9!jBSuFM-FuIFu)N3e$owW_l&zy7NMQ!Phf=6X9DE
z_#o4Q-(_0xhfM#7@aUHe7WO-aaBBibnI0qj4B=-9{~O^q34c!b3&NMZG?XuR3)6yk
zGA;OCrhk|4uM&9t%R+f45UwU%L-^4Iet~JhD_$Pnzmjk~feTCv-of;pgvX!H?-O1|
zcsb!s2|UR3A;M22@H0$*mhf@He<1ux0#{xTzAxCvwBXfDZz9~Az;`o!H{oXpKTG&1
z;kO8nx-fii8Q}*K_`jJJTz*l=FSwg&!FMqIPQp(T{%gX|CGcUU1)pGA@TW}wjPR0+
z!}l*G+(x*a@TLUb%k-xS|2ly`WLogjRV<(I@dU2y3(o~FVOsDNObh<((vV;9)c%k@
zjc`i>CzuxeAk%_hW?Jw`rUl<N5Xu+)eWnFhtq#xo2sb8hFVlkWX8LZzCldJ2Og~L{
z)|ybh;Pp%kzK&_ZhnW`qKTHcg#kAm_wV`~$-(y<vex?N<XZjxqpR+E!e=OlC3G6T}
z_*SL`e~;<kC;U3$-w^)6`cS^$e`oq{372mO&jqhyTJU$77W@d)f`7-f;PD$nd4iWQ
zeL3NH0^i59;2$$B_-&@YL-?V~L-`*j{7M4<2h)PfuVDKKFHGRIObaeBE%;fc1s`Hs
z@M}y9{(@=27hD;>FF3}u;5^d{gr7*@eM}4f%2lB}!BtH65$;If8<`gTIMafUGA;NE
zrUh3GhVKbp%e3Ge(}MRgE%>6V!~23SV_NXlObdRD=|3i%+7#Xwyq9Ugr<oRf>E@7M
z@Iy?0nDA2xe3a>L5x!_kcwcY}(}Fvh7W@#?f`87m;A2b+zGNtrFF4Nh1mQvgKgYD-
z8P|mO&m`QOzy+oS?`B%?qf85)d~GOC@bgSRNcgn`p0G9K7rc;Z!ONHyd<)Zp|C4FK
zA22O=_HZa)a2?ZvuVh+qH`9XuiD|(vF)jELrUkdXGJH>Pk?8}3?@Qn(nHGGKX~CzN
z7QFeoQ2wtG9!lU}FfI6VrUlQrKD;mZcBX%u@PmYZKzMHg?`K-@%S;!C^*g#as@SkB
z)FgiK=wexMV-|mOaVU#Frr3IPuAJu-cV_X&7Iz+-%YR())#G#c=N2nY$l;GK{xpj}
zp?E5be_ru{<+*a6Up$z_FE4)Q#9aOt6kE6D@Fy0#v-lOo`P*~(PbxONDu;hzv2`wo
zKe_ngn{Fx6-_gY>#kaEfQ;Y9r@uw9}-jOTkMMZIE4u5*_R2F|mF?d%l|CwnOJ$-a>
zR<Zld_cWdzU7X#(8RF>ToEH4AwBTRdf?wH!KevHD3YcSxAO13ZaGD{OEiXQw(8J4H
z@UI{~rJwCB_=y($9WD3|x8Uz<!9UW1f2;-nH1Q86?LEyp2>tMv34Vb1MtfWEGcEY{
zwBYY+!GEI#|5OY9)McUmX+75wpSJgA;?wrN8TcHX+|B%tBpmsp#1AF>;Xe|e*5_|p
z@K3bhpLcY=T^G0Dx3=K-wczh+!T&4b)Al|<{Mw|wf7^opDe-CloOVpUpU(w;S+Tr$
zB%#BX5MR)8Xk=`^b;J)Q`0If`syL(A@#b4RpOKCIc00bwSMOjs`;&6s<@uZZ`BT8>
z=;Y5l|B1yd>>qvitByaT_!miiz74#!_mi}QUKy%cEPqbGKSuni#JBa^b;y5IaZ<4*
zv%ci&`C8;Jist$?<>fTjmqpKia$`Mu8}aG-^+7MEx$gW4@aLhuvV@(*c71_(SuR!+
z|6}51u~q(;92?4!W~}_%fqx<2jlmw~m&Kxw4?jY@EK=7I|9RqNd0R{TQ^ZU1-$eY&
zkIR4eO5m-%(zuj=j(BPAyI9WWh?mCt0^+~r<u5P3deWd{J`cLF-_My}mRa@BbDtZ&
zD@)k(LiXZf;$`9dRpMVqyey$_B>qjrOGA+a@F&E}!nKk4e?Yu6(thG!aeSzcEazI$
zhl!WP<mJr&8^p`feVXwR{Qd~|-1y$l{IYzgz29!hf6fV^KGN(@48<4M6EDk$>i>tt
z%d(_#d5CyvB<Hi7{|9`op2whKMh~)}Ucmh46E91szPpcjS-P)c{*M8_qBy;H?p?PK
z6Tqi{&wclMEJv2o3;EV@&kyyH2Gk+`X5wY}-$MKW;$`uDAMt-jyfn4f5Z`}sQLIEg
zQ#teW<>9-sG^#&$5U(Ae*Rh;80Dn?Z$>Ajb;&$ejC0q3KapGmEMDzXkHQ;mo^JC_h
zrmk^01r@XLdh2<E{{ChDZ&B<cUY6PiZT-gYVd7=M(|DZ=0?U2(D&Vbr?LcY%c8E{s
z%M9_-5LM=Th}TZb%R+UEPZKW-(g5*4BVL;6NyMMKBGgBg?EgUg1o7HISxNjI#A}C2
z{rn*D+9?tKM108Gd+DH;p!S|k{JQf3UiH5k_!pvo{{GB>{|kSsD6VmQQS5j@z!P2E
z&2nTxSj7jA5uftO9}%w|m_FuTg^sm)Y9~S(%OdfzsEVI|oOtb2qFDd^CGhyK@q3c_
zwR5(OIaZt;zAFo*>c5G2S^Upq{#%Jp`S}NdKWW+NMUn7_PcXkMLMvI$_lcLK{0+pP
zeM+d0EI=S{|GkEI?W}4X4-u~&0L{nu5ibj``twJ`%c8IEjzi$F{@2c`)~OExpX<**
zWBzm;pCJCD*9>~SZwu8gUJk|2%Gb_|=yRHQ?XZX*?jc?~N2>pKh?fOg^4sMQeXRUc
z&bfhjS+F&}zeT)u+C=~VhIm<Ywf=sa_*5=>9){e$s~w&9vArX}+dO*UjL;9iO2PDQ
z=9dL<nEAiF9{HCw?IHIwzjkoNC%-|wc1A=eC!diYuM2^<ddf0=5x+ZV`JsnCcw(q0
z#6SP-W`6DDttI~L#LE*vboc=A+Bs5vPD2M;KiqxVpqFqe`{6R+tv=d$Udi$oiBH$T
zyNQ=2UgPy&iI;_3^ZImD%*s#a%SPh0ldE-k5Am`<UdQ^pmv~ul#b+KRUOPhr%zrFQ
zF!tS>&Kq=$#_Iy&pWYPknx|vLYiC3K_F3X(sTKY);(v5rC`a|V5EI0{tDS)_7UB1L
z;<ZDqa^6q8b_#D{{=Xt#7Jsd$C&E;e;{z7}Z{O9<ociq`@!I*;czu|7d5oYN{r52O
z@*J2U{<s&1@*g~J&@n6h-=esVczJZZg!ui$%aZ`huK(^KKIL!U1m5WLgp&q6pVqs_
znLp)AXRZwOk>`N;*cReti56d73wg}SmtEo#|4LEJB7d$w?_)Ws9QB=+{6B2LA9rr3
zr*;DSi}1UOc<pF>n)nYBuN{rci2ot++VN0-UVsJB>22en=iJErw*jAP*L#>>JDH-x
zFA=XDB;mhLymo>?mj1gC18v`xXMpHxn0R@jXx@FDc<qoruq>4G8g$4Dmo@F!>t7nm
zmj{68a|`kE1W`Tj0N&R9R4;fJ^QZF0y~N9NL-XZCG{oAaoi3HXnRt0HZDBu*5id`H
z4-)?o;!`>5G2-P}v6A_Z1tYTWYKLV5@dLzbX9;41|Mn0s4+4$Ly~N9N>jCEfCh_vn
zQh)v<@lUKC^qiurH4r><^fL>*)l;4v%Kv`i<q>ifzx!k2weurBc^VYPlVGQky?w<|
z;e}PeTlv~42Ko7KJMr=$xPth15wD#?_0L1ZYsYPr`7Z%MTKU?!Qu)6@ygUL1nExBZ
zr}Td^7Az}AJA#sDt|C6w<6cX=JOR{icN3rTu|Egi_?0{cKfwAt&iwLZK+=C_T@>mg
z4+hP<LE=+7c?a>@iAU0Ze@MJ`^4~!GFNl{XlIF!F;H##Or+V(?z+3;wqu|vnXBEbI
z1;%~%n{Oc|fVVM!s)v4@czLRTT>bX|@!G*w|NkTL@;p#KpMeZkA9*~f{;wfkJD(6^
z{P$bLYe)P_;?I6geq0`9etE>bgY^8g@Gl+o5=8$S`$B!>VE{Jhzc&#t&n3~}=ZKdF
zsOIKZfY;wF!olOrpUUkoyCi&9o|ez!OLN4_^F;jQE5yq)RD9!m#HafEv6qJa`PhpF
zz2q~==g$G&#y#cF7kGYFA_6x7Z{wB9CvPGCyXOshZuRGvTFQBX`BT1qB0Aj4muG_d
ze;fX=c_;h-IO}vX^UH%m{qygLzjsrp&o1Ww8S(PyLehV87*PAJJOed<zfQb7f|UOi
zt3&?F&mZ*nSNgw2aTD?Ka6Fm#dF7`(AU^N`;^lcPnz@H~c`Ces<@{&j<v}n^{A0w+
zbLAlMd)I_|$|D72@4pWcpRPNf23~bwRtFC;|J0^IPiq}HABs;d{}$p0PYn6}CHylE
zy!G=5>^Jr2dx@84@;1J3Kk@QN`y%oGi+FkJUPk=I>q7bRs8jhj6EDv^@vF}eFOQ9t
zEaw}*=i2ps=1=F{G0;z~UGm)0yBC?>$}(fHnfc{$q4DhyFOMtH;k${K2a?9|AuoS<
zF}Q8eiw7I@-`AO6o>W?AkAnbX^^`}D@N0>er`m}u=N{ryx$%4mv{sHhnM8*>iI>Ng
z+Vw8tQ@!{h;B)=6;uWEMdA1F(K7+)kcJ(ph<#BTo^Zz#S@*ujI_`fG!p2ZM@{kI&1
zl&jChz*~FeS#&1zzmE8nZr@D2JbTm+{{{G!d^ZMPVSai1-oS_dOuRhMRL(V*hx*79
zS@^q&mxrhD4-+rXu}v)h{}L|`(>~%~3_;G?o9@?aCSD%(>bF~fw|=`bneT69etF1)
zoc#Am;^p}Z@jLu3nVQ^lNnf9Vb!#peom=Sdn=SfAW@cvhAn3Rq{Oub}(;Yh-m*nZ&
zH@lGHEME@aw>UF3dF%Mp?b#RF9`@lnq`8H~{n?jVp7r^aV@XxLTJ;BZ)6(Q<h)5H+
zw~nv3yZ)@+&ib=vKh&RR`lFt~3uyLBJyWxP>d(Cppz3{C&y)05{h=37@3+p_R2jy{
zud6~Q;<mw1m1>~cvKbwXPfe_HGMn91y#Qo`_9~oJB$u~72KD@H&oX_Vyx8pbDnql+
zt7rNCuAV1-T|LP4GmaPU8O2Q}i=kV57^^PmB#&$T6Fs!6iW*~6z3Y$dU9f@qg~f>p
zOocHVZr+RN0ONCrDbYcM^BIe-(ixlW?46q3gE$3axVUoO&f4MH6@*N~&7Na@m*#W$
zRY^E!KR0qa+PE-xJK{f#OpkZQ7N@6iM@%P5c{6KS?M!*!=za@pv1{S_{*9SSEyJS?
zI695k34SU08r=U&A~p<S#7zD=W;zaGBI-{F%ey%0=}RXOTjkp8Z`gG8^>}4*PiMG;
zBXznT%5DkheLvJSJFnh0)EU~o#X>A~uHF8s&d}CQKyKZ#69*GtyZ!2I!<+HUDpR%&
zcO=D#Ft)184cA<=3&#L&yn561Lm?JN6w+gfrzt%s4}*Y>E8taiFw@Vy>YQ@zOlTFN
zvn98M)r|@chk*wNuf2YF)8@`V-$38maDX)*9#p3;>z7P=lpP#`v=BWA5^G2G%W$qZ
zpvvg(eqSOBFYBB=!MhrDtnLT&U}GNrCpxg(h~AK%kH(4a$+`KVoo`^<cJJ=2?ptG@
zZ!blyYm|jJayTJekGSVSkR~T^qeKXd&>68X4So_d1ljb9&=4qSr(a-ZN9vQ)*7_VW
z4mhFcGMd%nhxUWolbdKlFxipe$srALdrPW3jgzifvT2P_6U7}2v5abGx06v&gQ}zX
zI`o`9%8zb}f+kMB5+A^wDu~(S0ZQ!>cRv-~<z7xSt{LnB6gNqdLm*F!xHdA3AqW8v
zwrtw9`ReUk`V~zkPv)q{dPV?8cb8QP#H$m#Y^_fIA^;7J7l(liq&IOGq=y(4Rh{gj
zMJ&sc6Nn2kJ~BN#igqReWro)J)fGbr8sG2%?;6zATI9s()AiX7#7aW1ZbT|sfki#=
z{;?}3Dr~QK&$CnWL(`3BM!_<YfhdDibs-!@ptHy%h-ndS8b~g5?H#6|HA=yFb+=Lf
zQU=rLF>PV}7`@KXJ26)wjj&jjfl>Sl1iJ<S?OtaW`OQvuMn*@+=jUs;4-8?o4euCf
z+a-(FS!6<77qlj<R%O^0a*ArQv`~J_tw}MX%?5ceW@$l?Q49QO7b#i58lxXDw(@d_
zC0`L~OOG+-;ho|`OA1nMGD8SWff=~-x;PAqT_wFR2Bm6oejH1_)eJGDeD$=b5Wdb~
z`s;JGdr9Kfx3EbvU6hLMS=cv+s78B6#zOfGa<Hg$O<sp0&~?U_s<j}RTTzID!w$iN
zGOO3MXspM|43=c~LqY(u_+i6h+ffa&ArnLJR^#ePeWxe$@r}0c>f{Q7WCi-~Uu%J9
zAnDGGhG?0_d^dD<Z9?H5Jj^4ub#RO2=)S?h&AWGBy=l19-?!Sj3O!kuKiE2P;Ci%k
z&m9E`vS@U;slx&Y<G)azCI$<t2U<@aHe-WEm!}vlAd*M@a>(I5HmiO8$^~5$`PHuH
zO+LEx$mC&|vduzlw^R(v#7$9k&^c|lKvi_b%vwW_@GdfwiJB5jQg%5g40Q!=0mW%5
zySVPO$rcvjS+2o>?7${dJ`Hke4Q7u~OM}^4$w72vz$Bw5FyQ*NZAPUo=~Y5Oon({7
zbqP9HF^1f1Di^|%>l<AwYO!-f$uwn-^xJr$x~an_hLMki+4YEGdE@ND$dof#3k&74
zSLn6C^+MzzTsnhmI}jB;)5G}*%asXTT90wr<I-?cu3dU)%C7Z}7bh&S9wf(ysXaJt
zcKK5`mi-#{e7N<@R-DyZuKfn9?$@E)5_RMk3$;$ma-rJLp<r1_Zzf4ns7v*mXD?7r
zz8iY2IGOL`0s+u=5IVM_zlV1qfxCergYep@&0!76tP&b8MJ=mSfE0UIIwyORa9Ub3
zY898GK;5M{G}7rWJD&t&LD_-?yT<jMpl@bY?<2ZQ3EwYUTC+Q3YRpdP!E!QUGbl`q
z!@n1=x4nj0Jz348c$AH`f<!l%)ZnXHC9l;wxD=y1BV->UpKOTSb_P<eGeOeGYQC&;
za@UHaiI)B@N5MGGkqYHDlal4f6rkEwrms7!`)yESE>s|f)5@)f+O9YZ*=VV&)yxW6
zcA24?SmH4)v7vCoZi5J<!_y!xXH(9p@&@oA@w9Y(YLF^}QI}(qwPTe}qY(?_9cjnC
z$XjGs^_{V-l8YH}Z*<Dmg4^{f<HMhtT#1_OgjT2}-LZhdYtS9EPs~Xupw{(Ky;`)T
z$W#QrmyP6Jb&+@id38C{n+upxX;{M|)mlc(Y_0M2nB7|Kd&V<VeJUOmNm*k-B5L+<
zmrE9%xk$)Y>1=H^sZjs!{HL^Xg~?imOE<yeSqpRNM&Y2DFZJfICG@Ep-L*^G*)*Eh
zxQ)lY>J9G}Ub5|`jaXe)-6SeBFSJH~FNJVaP_~gFBBpD*BMY|6N2#MU<I5lt&#oMA
z&9K%XXgZ{FXw~b((plC*)nfZ#i$t`>(xh6ly&O~IRBRIa;avig@QhrmRLQc|6qhi4
zhwK)x5L>;KXDlVKB+Nm(%s5n9tCrRW)hbgd52eDidTw#1r5NcR8Oe)!VsAEDa_y#K
zk-tC{tYB(>7}FxPKxdTXQM;yZEi8&n9j<rHNEx`$H<g~prgj_vva;gzZA`|$WzFcn
zw6=|eYkTdzE(&|*_BpgXm6%9bL$H`i^2V(P;aZ}qoo0v2EZ!00UqUSG%}ZPzD@JbQ
zZBkcgX%GG%FRE>qR#}gkbhYD}ox5gtb%xT>iBwK?%#v=maC<5Y*nU;x{QT@hX-Gxw
zZ6!*^I5)?$w^f!G#MktEPM&q6(OnMJU}bG1+0vnYL2}u7-FC3>VMIrUl@g5@pRo%`
zv1K#7dwvcigDVUWj~;>Pr^kmOpF#f^Lj4cebtg7MhStI2i*WwnL}8p-mU2|9X>j$m
zdgwqeu8wT3>6Ru}w<uNox8g!MKHYkYc<07#o3&$}(URHCC7TJm!M*C5nJ2N3o2u%5
zTX?CdH`i=2$|G2-wYS>3F7yxRp1D0Eqqh$0qPMb_d(c$ZRVk>!+(RtaExp3kmS)()
zx->NwP!nF6xoWp2j%TNxs#Ml7URyz8(EdV<Z7C(|M@Obc7pEYnY=LXa2(0$Vqf*%5
zN;9tvd)Tak<H{1YTrlVImUCWE3?kVGI=5}r+4-!|cl5xXWEZY)puavlMOXP{zZ!Yl
z(#SE7p~K(P0PhHEfKhq65KRtMDzNJ;i;@8=cL%&D=ECYHCeEtbY3%vQ?EXBsbGbKP
z(|i)b;^;PSayI1x2HToRYjP5Ov#>E?qXWo>n@0CcE*zY!q%7mK;JgQh)&_oRHauRL
zgcUjbS5xK^RR;Wf%Z;N`b?oTW*uupAPUugVLmHh8(WXueqFxF4__Wcgnw8v<*Giw<
z*@;FWJL57kdYET2zSd3P1HK#V4k@y1f}w^rl@)hp6K{8tn|Jjc(4e}`95#%jnzvAZ
zj8$X?Uhkg1Szep&+H2*fW8wm3yT&9@mGRjn3KbgJa^lpun~N9D-ORi+awst`8Fe>o
z_WeDtS;~xW(82o6a%o$eQo@pTTRf?4t?QUCg1OYq@ou8l-Kvc6TW$|k8&u`h%grf*
ziDjKkubs%&BJTxEAiPzlRI|3WXdbcDkdW47-9ZOD$tGvK%;jcLrjsiMT6??kxjNHC
zD@tdsgL5PMkLVT<V_UG^tuIZ}CB2CN$y(Oqwwm#|19SvDf=1H9gj#Q?JFx{9h6b<G
zun&0^UD}F<UCT*Q%fwn`;%9l|r40^e|3>Tw`c~k)X}NB_m>c(fz*xhx7b3>8#K8<4
zv7tGD;DQ8!%Q0}9&@cpHF$K)*q23o3$HVQyvO1_*TdlbqE(~gqx<doNq)ugj&Sdaq
zxy{urDfQ?5po)>PO>ltNH$5_U>lVy%>(4#&^W|iRqKl@7J=WR9h0g3m2Yx|&$2$|#
z3((Pjy{5_a4ZsIDBhV+KtlIUWLcLbfbj(BdFQ|zdAdSK6Wqy3kFdS?#emTdN7J`eU
z#HCR+Hri9$ZRJW$|KsLRXP8Fs0oJ8B#_(2S5b6~SJ1}+MQFU0b4;XcTM8F;(R=|f*
zKBTSQdOavEXNib4EZ+w;e&pZWWUg3|-(>8I*6TxRM>X*AcZ{K!xqU+@9?b;NweY20
zUn=#7{HI(jjM`(=9SOs#XR1}rj6->e7=*O3cDVvRSk7`_x!PefH$y_k=RFUe<#x-!
zJ(_!EhqF*0L0^He&~`InnFC&B%GyGW168fB)FxA2I#jYgn@T}AsXV)@eseu~dVJbQ
zJ+(_ml{HOCBT)@wY$H2jl_}gIi9-V!C$P@mLx(#1$LHo}XK=t^;r7mfOVib-V(qFQ
zDJ61=4p*`FW||U!Bl45jmfwb`mcD0p`(NACD*L?ThZ@6YZ>n>ib5TiES9WS?h<6iX
z&Tm4@U#nlRbjNed1u(S;GY#_>EXU^Ut7dR7)>vof`26CuQQ_vzI0RtJTzEa&g@x#<
zDGEI_Z#9M4FV;A8-XT9r#GEqT1J#;i$9KxwNO81-1R}Zai-F0Y@mt-FA6TmfI^A@;
zXjW#ep{i3gO=AuM_Js~~2i{%<<t!tc2cCViDq5W5wRXNBVYb>R+o_Hp>g_rllwa@F
zZrg>W2<JWkm1t*rM=u|Lh(i$5@QKx(VTegL>>r<*o*ffAtxP->w`f{$>RTYeaiLrO
zQogg#CY~aivs5RHq!I`8ONS220bK>s4IT7^eU!C9m22g{8%9U=kBow8yZ+#(>|DEr
z58~uZW2r$Mvql7)%uwDt^X8D~&MIV7<$$@MFQO;!FU{JOmz^g1P?t>)XwSUTyMtTQ
z?Lt9Q$L-8nH<1L41;&3D*hlw`kKP)*Z+i*es!!E_vE<#N?&kC>HNBee(Xw2X6K((4
z0iG_sP+I9iPbZAs)yM3Jw2fblwEfgjZ}M(miEI14b+yD^s_9Dg2B@P*BLgD~K2l3^
zjM2Nz$>v-N;_D8WHj2La+ou;s_5d!-1-MUtnY;KLj#$skE{ylV%Y79tg)aK`&Mfxr
z8=2o%^o`v<gO>xuy}ka#u7Jjo%37j>XIM-|>;?X{e+mc0T`%f`e*ymX^{Q`f){nRJ
zjql_6&wXQfS1A-aI@;lxIMj7&Jd_a*Plht|H$F8oJ&Dumd+jJX{^|2ihT@^g7JWFO
zI*o&;p{9ElC#S~xMiv(4Cig5Z;8bhh*!Z4By9e4PNtv9SnZSW~KH9SfH(o0>H93RY
zgeT}f{mIvL!2X%Rv+%lw&|&zP@?MV(M4X)z&u}{>*5U;m7rlSuvO%N@+ymmE5gXx{
zfG+<<*pI?uT<H6UmJK3R;Jy$C#a{>DdF;>UGOcnf9>`CA`O8_oulqziPCcF>%!&UL
zM?>!uT_7AoVX=Ai{+&k;`lCCKc3_uD`0rT!Yi-y2rw4Sg8PKwn?;ktpPwuoA@Y|+x
zLek6NpAN3WzrT#?uX{|sdVI(=7(m&6eMfLNo<AMEulr6`oDg2Thwoc;tSYKM(Zyc;
zVSTCcbT7)E^8KyMnD(FAe;eQ5#C*Cx<tcri1>5^C!vFfd-hU%-*01cY@}89sEC&)l
zqtE!KaTo3Y{)pe#eJl_1{YUI!^jpEd1@A&SeqV75e}@56{ypMa#6P_!+}rU-{J!pY
z*}5&{U^SH8`?^fvk9XsLdtd#pdti3+{YT==_*?xa^uNR(@%y?j=KSp;$MbD+M!&TG
zK89!U`?^<V!>hteE6#~t#-Hi;|84TV?w{E@7v5WGg-5^i`=7@%i)o^1qB#Fwd{cNS
z?QeZw@XN?%L#6k1pUt=UzVe0As`?B6C?05TSRUPb^Id(P10(v>d#cxW@s2f7-`D*(
zPu>9}e##e8&F?>k2l4ymJvw)WH=fdqg!;bV6TrvsD?Z#)cZL_*zR%){f5IPDmg=uK
zfzQ1w<T%|5kA8#E-}dKE@xNuc)DqE8?<=009;rCNW%wf|QQh;i^{(*7!)hoCNa@Gw
zr?T`7gU^3wNLjr1_?PCjIK?T>^569S@YY%P$8R_Du5Nk%;Equ0JIDuBO8Tv<Ti!2T
zA97xxz+x;QeSaI@Py7FZw}hN;dY`@=pxzhU&G+lMisBOtDECN@{<Ct#yW%nqogc7U
zUmCD40k|3eYdFRKZJ878g`DBv2d@wB|I-yQw%Pv{7b^GueeVqKPpF|RCP^0mA10K>
ABLDyZ

literal 0
HcmV?d00001

diff --git a/main.cpp b/main.cpp
index fb2e666..f33e024 100644
--- a/main.cpp
+++ b/main.cpp
@@ -1,14 +1,16 @@
 #include <stdio.h>
 
+#include <fstream>
 #include <iostream>
+#include <vector>
 
-#include "dbscan.h"
-
+#include "include/dbscan.h"
 #define MINIMUM_POINTS 4       // minimum number of cluster
 #define EPSILON (0.75 * 0.75)  // distance for clustering, metre^2
 
-void readBenchmarkData(vector<Point> &points) {
+std::vector<Point> readBenchmarkData() {
   // load point cloud
+  std::vector<Point> points;
   FILE *stream;
   stream = fopen("benchmark_hepta.dat", "ra");
 
@@ -27,15 +29,14 @@ void readBenchmarkData(vector<Point> &points) {
 
   free(p);
   fclose(stream);
+  return points;
 }
 
 void printResults(const vector<Point> &points, int num_points) {
   int i = 0;
-  printf(
-      "Number of points: %u\n"
-      " x     y     z     cluster_id\n"
-      "-----------------------------\n",
-      num_points);
+  std::cout << "Number of Points: " << num_points << std::endl;
+  std::cout << "x\t\t\ty\t\t\tz\t\t\t" << std::endl;
+
   while (i < num_points) {
     printf("%5.2lf %5.2lf %5.2lf: %d\n", points[i].x, points[i].y, points[i].z,
            points[i].clusterID);
@@ -44,10 +45,8 @@ void printResults(const vector<Point> &points, int num_points) {
 }
 
 int main() {
-  vector<Point> points;
   // read point data
-  readBenchmarkData(points);
-  std::cout << "Done" << std::endl;
+  std::vector<Point> points = readBenchmarkData();
 
   // constructor
   DBSCAN ds(MINIMUM_POINTS, EPSILON, points);

From 5f18ad639224cc65172def3915fd0757d244912d Mon Sep 17 00:00:00 2001
From: amarrerod <alemarrerodiaz@gmail.com>
Date: Fri, 1 Apr 2022 15:46:26 +0200
Subject: [PATCH 04/23] =?UTF-8?q?=E2=9C=A8=20Example=20completed?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 CMakeLists.txt                        |   2 +-
 main.cpp => example/simpleExample.cpp |   3 +--
 include/dbscan.h                      |   1 +
 main                                  | Bin 169312 -> 0 bytes
 4 files changed, 3 insertions(+), 3 deletions(-)
 rename main.cpp => example/simpleExample.cpp (94%)
 delete mode 100755 main

diff --git a/CMakeLists.txt b/CMakeLists.txt
index f5c19a5..8cbb5c2 100644
--- a/CMakeLists.txt
+++ b/CMakeLists.txt
@@ -19,5 +19,5 @@ target_include_directories(${PROJECT_NAME} PUBLIC
         PRIVATE src)
 
 
-add_executable(example main.cpp)
+add_executable(example example/simpleExample.cpp)
 target_link_libraries(example PRIVATE dbscan)
\ No newline at end of file
diff --git a/main.cpp b/example/simpleExample.cpp
similarity index 94%
rename from main.cpp
rename to example/simpleExample.cpp
index f33e024..bfe716f 100644
--- a/main.cpp
+++ b/example/simpleExample.cpp
@@ -1,10 +1,9 @@
+#include <dbscan.h>
 #include <stdio.h>
 
 #include <fstream>
 #include <iostream>
 #include <vector>
-
-#include "include/dbscan.h"
 #define MINIMUM_POINTS 4       // minimum number of cluster
 #define EPSILON (0.75 * 0.75)  // distance for clustering, metre^2
 
diff --git a/include/dbscan.h b/include/dbscan.h
index 0834f74..588c53d 100644
--- a/include/dbscan.h
+++ b/include/dbscan.h
@@ -1,6 +1,7 @@
 #ifndef DBSCAN_H
 #define DBSCAN_H
 
+#include <iostream>
 #include <utility>
 #include <vector>
 
diff --git a/main b/main
deleted file mode 100755
index 27b67cd25ecb5227558d0706d31fa0379f84f8c1..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001

literal 169312
zcmeFa34ByV_CI=WcbePj8?vw)wq_3?kg$e5EP)0BL<oxt1PFnEAwUuqQ4kF{!~mkQ
zxy|4*ii*l0I*1}c)Sxnoii)_Q;@Ajk+@pf|f6u9^dvAws#(BT@e($}{$L7<0?y2vo
zQ>RXyI#qT1rnxRXW0*_VHT80712p0`#-(wQ_|!E2Iv4Zwk*1|;(fDkmwbp8ZkK!^y
z2ulm0RZ_L0UPd*|4NCP=U7{e>mBtr}HW9^|qRK*|9*GH(COJX#iUg}DEaw8MN46eb
z!7S)>zECuc48m(88O1L@f0B7r@1(4EQr1&6UfQpy>L010cb3GnTxsBlPa`6&vZ-n|
z^Yh|abe%MY#X!^eLeUsQlq;(0U50vO=O2B=OTlrny-0qs$468kKhmp9{@j^8yLZW-
z)hT~&!Qy3|mZkRW)U$i%q6MA1a=%GG$qpYgfy8;dr7M_Ez^5PYrg&e1cSF4E;N1*w
z!W!Y7h<AOwqw!Yl*28skykqcgjJJvRA9<;^RXkB0a-~mJrs0p3*L6YT@Fw5Z#+%};
z0p4nCm7kRl0dfCGH`yuhc&&vV&t_9O^|QtKAEN7Riy5+P#8pqVPk%cDMG;>w!(j49
z&DVGoge&hKp*%N&p1((s-wcbx>7NjxydXk3jZru~fe7WdL?}NR!TuK_w0kZ>d1(aw
zLnFvfiy)sE!JecD<*o?jA4Vvj5TX3e2=?rXApd0q`OhQBQ!M-OuK9W#1vHMCv1uXD
zDCkMR%uTy~I+u$`*R)mApJ{UaP?au~<*RCxYse!-#j|occBI_VQ_IetGk-xrc2V(+
z!s6^~E&Gb`#a)xLvy1Zz7c9-r&n=i!oR^(jSh%1tb5st{G2`bJ7Nw7yZC}o{FXz$a
zsPV<UXU-^^o0C0vLD7hu@x>`AIe9Y*vx^I7%q>PidV0>1ndwU)Ix9bO$$YN8AipSG
zsH7{Qk*)|GU)(*nU{-!uP2-@wn`mr7QE_4JjQJz7va^!2)5rIuu8aZPUD`5R;^7P$
zl9G<zk*@3!3yQMGF3c^MzhG9b(2$C5WJ5`A_Ynnii-)GL>0`!|d6~n;jbAW6JDsge
z>7~3jbH=Rf8Tt7Oa?r`_oMkhzXXehCTacYIqc|sz{Jm^h_QKr4q6Gyr^5+&`oxLRa
zzc5v{KfXA>Xhay-hH*$v7TnPzTMS>pQsMC8&|bj-%GSbM9(wLl*Y2uI3l<k=FPNQO
zIHO=rZuac?#n85#MY`tzlHJ5GsZRc3*Z0WDUr>~b))AKTMMUCiPEJmC5pgM6_Jo3^
zbD?-#ZqefTxg?e&#1<CLEht9Nu!m<9=PsLDtj*7zKYzgz3|uzJ$)KJ;V{U;qe8`aO
zZk?00;Ta<a51Bj}*WEjJt-+>fKn4vSk)6`HTj$;m##u{TXLs$~wQ~=eYc8xr_P;23
zElNG$YGG9~KwY42tY~yatCyR3TEBGdUKFW(klFTXEU{kgXA;9p$7+bF%=mQBg;iUD
z7+STgvxxaxS}Yb+(sA`0kE6avYbyD-9={69X_VGM^2P0M#j@(wde8!l7qx#t>LPw|
z;#@5ME^Uy+E3cbQ#k|JS{y@E|9ObkxP%o9AXbq<|SiKspn$DNB2cZ6_m)}t?yUb9M
zqg<N8<;jk6wHG5G)lp7ut5=$%T<s$W3pmQ<7LTiBI?C1lgMi77a@t?0*K|iY?VHpq
z&rz=SJcKQDlsorQ%N*sj*HW)lj&j-?sn=RZx!Ok&w$V{edn)zX<|udWqqaNBX&<Ow
zI~?WCeZ?+EIqlojYp<i6_KfOP?kK0drFtE9l+#{My^cD{X>Y1t#~tOgcU7;Gj&j<=
zs#nlaPWxT;s&tgoo=LsFk8Ad8pyaGKQ0BR;(60s7loz|Ij|NI!@E%ekOsjhg23*}{
zC_dwwr{RkDJi<<&tj4QNAL1#*PakEzEAbTCr^}h|K)jpyUCg&6o<jNbcIFd_rw~59
zk@-5rQ|O*v#k`Mr3fa>OnRgLSp?Z2c^S>?vPoa1^llkw6rw}}y#{8GWQ|O&eX8u#+
zDdbN3nLj~1h1%(O=HDcqLhQ80{42y$Xq~S79R+QkCqAC|lg#fUo<iyLQRa6OPa$-=
zocV`|uS@(c=I<q*Lgw^#=I<b$Lgn;E=5HmQLge%+=5HdNLg4g5=5HXLhW_+)=9d#s
zLw-7w`9k6;b)8OQejf3ZvQ8(1r*TjDYDDQ9(*mWR21-s<W@e43C{G)mrUfbv9?c+9
zaVinxT)*o=zxKmMl0P)Nb6oS)(17W-*L(eREzqAni|g*CA_|@815{9ba`whUam|Nn
znqA>JmcRaMCZ&~ugI^B}9ISE&^p^r}{9c@3X)vUQn)O%pkH&awiyKY|lztvui2-=Y
z^D}y+PZg3i<<D#&!SM*~q(JG4V4!sI$w29Z<AKuAM+0T)C(GjT87!sG<KM@{Ys7sY
zmyi}k7lD%U_&{kz(1+*%f0V9UA`(iUC$uyZlLbQSGpRPfmjb2l2Kxa&(=1SWh%u?)
zA%s()6pdB{r@-fdvZ+-sA0oS8Rx->wUXf1c2>3cZ$S#C6s&O5m6evYIj<UL<tTM2E
z0^Yz%-yz*?P`tXlc%~?-2rdL)mKIY|RUNmf96+i9<`OXBT%asDP!^zG9G@MCD}ep4
zk(zcep`_}3+-9m1RRYsgz3O;GO%Z&~!}Ri@jl#FrpCvv}x_>etXj*wNfRTj@O4rkr
z3zXg+04d#^Ma=s2je)W!xx8#Ml?Te!%X*dtxkv{r2y0eQU&}U=NLiiIHv_$o#@$MW
z)vH*Ofieo|XU^l}^cm!oiuAMOKjp@X^tHq)RTD{7Y5H2l=L>!p+=w^Ig&S9*cy)Q)
z>P8rnK-n5<Ik0|mypX5}?gLz=1-9{ke;nLTEO)ImGbW69S*Z91uoP%`vvcA)AB?-{
zCKyQ<Ypy42FKlvnsE(0BM_Lpq84B}Iclii>EFK!BvM;o9ZCTk%mC659Ifg15dnpFb
zczAH(;aX+sXAyWM>1Qbb;GK%#Unv0g!{-$EImc1Fk&4eF9m27P!5<EkendqdK@vsf
z@Gaiyd!=s;v>qs%uvgUNsBK0?73n9@wlz{~g~H<q&69z?>Br+rye_I}4@TL9lMWq$
z&_1@O#@DZ>^?_rYW-3>eVU9?DJxCkT!1^^T1cU2Slc8~T8{#Z(^<oNxiZyvqCQP)d
z)M6_caVTmaY(I*g<1J7*KY@_ORy6}l3RMKBLBbJRGl=C0T%6+UywX|`>=ardSylMG
z=4i&PzMcH*@Sv?Eh@9nU^$f9&w2@-<q9V8-SfKQIhwHyWlY*@XzQK78xhrfl*M~N<
znpkV%*w*wx`RSdMChfs_g)(qS`bqutmze9%I78)eK&8jebf$b`SGXOeXWU#SLUb)@
z5GnY*Dhdlq!7_i9oSlp$jL2PF9w>byu6_FUKpDL!><E;;f*{_76=QEj`YCR<BK<hi
zG79yI;9%@bAYHD~^*HP-P=zAbDw`$BuvARI8<+@(B`BtF;7QNL6~Wh86#gB(i#3Rh
z{0p{2#A3<@FzK&&d3Icv!*LXz#dV?d6fhXWvuPT6HT_gcxn7!nN;Fmx91g9g=h19{
zlceEGxh2?A5j^~Jbv2SQbXW`1_`vmNY14+Jz6~A^tY1?OvX8b|&&?Q}hVqKwJ*XxV
zZeac9XKgWQ%C|p~pVx4Gh`)fOUbcqBO0j;*Vz!xfSJ1Hc0u2X91Ekll*+ZCEVIQ^%
zciDxTt-_slq4pCQ5FaS{vQeO{PC!3OR$qxi^7;;RrECqgIXkYP{6O0E)3xBoLQ5Gp
zN5!<FzoH7MIaT<iDx~IwU4>Bm9No5}Rz3%gRR}JJ@38Gyzn+a<znMF-{z=i-^rIt6
zt4RDi&PB)<A$~bQGvPBa6UhA}`RotWC(Eg~QDl_9B+TCh%(5T{7HpK`MiuV^cqWAd
zz^a{q+H#ig_>$Z;)PR^MyQq`0Ek|UOoK2-YOX=cca`c~DjEE2>?C09gm!%&QPMHc7
zmPtp+zO|O@EyOB^?E!=Jrf>SOxb;uc(4?OY<iH=+Y^g?WDVrQ~LHQRb$Gk}M&W`)$
zeawyH-^C?NJ$!*!xfF|n*eQsegjjC*1!A`gF%42*K`KbQnPBNh-^ImGIE;_c<+Os7
zAJ~je?4>hI@Z5LR)wDvM9*CjFBvLy&+Hp<}tQVWchtJVQJKoc(8`+wW9)#mC8xZu^
zg>q6@d=|3X$^WCt>GJwL$8~!w8kFLMR43wiq0K{lsD#K0ZsJ%H4JX4!B*%^-5i)!g
zV3iqpLc~Bu4)}rZX~0z%(1ZBW73WG9SCy<dr!Q`I{R$*bY`vQuxa<Z@mcbC-r(xPW
zN9+N*(HeXV-q<L%w$G950hp-;ABStEiv4cs3dH;3N{nk|jgnI2#?sLzGeqvJgu5u^
zRl!|Eu_?EB-khIw7Vs99xAIlkgl%+ahK8~<?^KcL5w%sMlXA6`K^Lu3IDZT5h5fuP
zQ1_kKxQk#%Xz(M|!wL}zyA<ctNLYwY<u~#Yd?!0kUWt!OI{baylvipNqwM+b<1R-|
zXK`_&f&ApCxTK>1-?|V$=^<1>waHdBaxFD8*;}KU4LGVD#GIiivQo?w<#(qi<&kI$
z0wYq-yW_NuW;rts#dRdPiIK1}K9XUqy@ArBf%b=S!i=JIgmj{eRr68D?`Y{PGHj%l
zI+L7Iz$YdsLJ2Er?ohHw1OlJ!RJ4`xK{3=C5q`YWmX|bBq`wAD95i827G)4W0uU=Z
z_9e8P=$n2xZuLpb-{1i>LyOo^nqK?ClvL{23}BN8F~spxh%3ihzkpdz7Z2kSk~R1G
zvrrQaVTVtmycL*$7#JCkT@Yy3K>KfLFLdx%`0*W4<_na5Cq3{U_61z20`{oOG}<i4
z;xuf?`I@b36l&cYR9hsobkRCX?WKiJWCOM=ld#@63v9){CvNqAhr;VDg<Nwavl#Bh
z$3?f^qn@qiQshP1(<``H3JP?P#}pKX@R*KLJ>u^FK{vdKyHY|OR&u_l0FCe<*06&o
zqXN2Ut28tIG(7;J>^Mp*JN0V|`c*tv6+Z)IBT8RTte<MwySFpw{Rk|va=cf<+!3WO
zDs}|ejMDEiO24L#w?M};aC1kvcpA9V*9+&tyhc<fqs*_`8BEr|+7atxqF5cd<b?D}
z2DwnWuQA(4O&-oDo9-2|lbL4FeFYIt-(%$?bs2hPM(JtWiqT3_IRB86!?^Y6zjDx&
zK~o1!vvRc`(;<lHqg^zz18*LC2u*4?FDDJ8_|}ZqA!%BY>XuL=)<?I5NE)uH#UkXB
zlf?eaQGlpBgqtCbh0&VXSixng;o+{5mfE<=fESiHb0V6$gPJOpDXM0MDPucCLZq9v
zNK^9eQOF9l0b*e@SeSh1vKk|A!<iiRlN}8u|KiApmi-szGMDP3NLMw-r>|6Lua0sQ
zFBqQ$OETj4#IT4pKIeJD{fF_PFh>7q9!4G?H5$A(!A&);!twPWw-Hiw3Psikh~B6e
z;&48Rh<EXE0}ZdAfOmSOjMh%9ExpqAh8RJ)C!(NBVi7hMR;%$;cQB7*H8=|MK(SXR
z(Ne_fdcGTiq{AkcaxtCsSSnj2Qkpafa$W_*Z8?fINN}A^+^V(pqwy9tRf!aaJGI;=
zYc4wNhK!1fwD>^p=XoJQp^9U8PsG>f+zPycO&O++9GXn;nU=!i6~W__e@YKxlFLEh
zxWpHN;UgPPxZkn-?!mQVas;tf%8}xGTQX9^`tm_i(>whrFE7Qu1CL{iAAIZ!SR>s?
zPli|majScX6wV&5O?MP94#5&$my3sRoibVl*tzpbcPYFtRej9K9G!&w%NEiE1Vv`0
zEpSD!5YlIIMIqdTl3TgH7*NW`6~R?pf&o;)z)RfCHQHIq?TBHPH+t<Qj=rN2jo@~;
zSm{A8Sm{ybSn0nJ3kM3xRti!IcDcC<iX{#%;b?#m2^?hsUi=7&-zXAk=pNe<|I=01
zXx6g(rl3U41KyEe5Sdt9kJgAxp24_VTeB{eSD+W%d0blC6uRbZisSr%OJyg`a~QN3
zp^UDVtf<tA8=`kr?1{3`D#9m(Y0t7OREHJf+{uxmqI2iySWVEb+$<`4;@KWHfV`}H
z)xn`Aa#EWW#!Ad#p~$&w4()%<+};UlsBJr&Q4cB1k!%nH_A2cTm82P%3en@7%}TMw
zEFFynmZpI<X;L|h*^}mBPGgiA&;aj<QL7^Ol33M)XL=F$;b(HflAf~Bh*8cTsi+%V
zbc$x_q2NPI(R4-dHM+D8yecoCmi(4T?gMV4HhA*|NbMxW^eug!Q|jx%6>Nu<K*eH+
zQIP=?I@tRlEb~;vMxPCB^igJOH2T2B8^w9r3QrCZcE<atq()4|G!BVkw!-3gE9&K{
z?}$Ta`9smX18t~83@w(%nr?|WkJbwXBHI5OD?@^wrbR`t0Cy#jxhusT(>7wZR0Jnc
zF~*Pjj$3HuNccR*f|Eb3vGcijzL7DHu(ad-{D0odRE6$kPBV*HeLT<}DYMFTVO%0)
zRl2VTK2A3`dF@X>`W#X@0<<EShg-6|(1;BIqLp*YPQK?^+=FKr#EQ5s-AuBpcH*iO
zUq{I)v`=_FI8$^3(~{R~d}Bx(29@0<6>Z!gL^10k&jH$hR0Qd;!hT26w4-t<N>#*Q
z3@==|)uu2Hd1D7Wu^owc8x-u==NprzSuU8*+OaGF;l+-U3SH7t%BMe6t_Y5#TWh8G
zUTQsm83kqRDc<qZH(6W-yDCxar+G%-X7PE8bJ8}_@&xB73ZcV+^)YMYs!|@%$&YA<
z=UXKuF8P&Yu!-0qEE0G{@LoC~+4uE2()NdrPZLBsEai3mnCKIho%A5>nYagep*6oH
zR&F9_S0HMNV?}!K%mP&{CA8W;u2!?b&EXpS`L_^LSA}ixN?9}54ZRk3C0eScpJD~@
z)@Vct1rodGF)9`A#wd-84|K$S<lwJ}|Ite1pe<4^b{&wU4G2ddw!ifpuBXv}gK)}T
zEoa5y579!&ilDZ*H86}+7;zr`=jeX8Wv*eF8$>lU%;r}AYMF}|!>T2Un?X1j_Yr$2
zIGic0uL$PTrE^MPhReH<KvyAtLUuMZAO6_xMCCc2LHKrsr*B2DH#Ayj6VVoBFV3^|
z(TyrNu2M$zSjft+d#x&dHczcuynv`h1ZresY0gHd1{@TU{>DLogoWBavf7Wtyx`2m
zfr0NiI7ML^g|7B3g<`qdfAc<%1txgNYCjTngC!q`v3Q0lkHty4w8tW3bt4-aaZjwH
z90wPACXO`y(4UhuqDSc)zfy`aV0^+sAaZEDAifKvD%kt*Zi-{{45pW;yNT=4Mjk*#
zaMU+sBjpOP>L$xxx?e2Jv{pa0C9S!9vUft#XsTo3RUyL57e<{&j{|*(b9GhccB|vC
zz9a4H>82?HresBxR@_zD+=>&Yv-|K0cfTPa>=nwJnO>F6<?3zi0V1vD@|K4G!U&`o
z2<as~!zn{HWEAbYrf{gWhvUJ26jj9iG#FPAyq@!vH4=qj?YmQdWsv%as_d|*sYKk7
zvi3jr><Zo7y$V@p-{E#q=OWfUfI1HAwz2`1b!)-e))7YmXn&J@AC=UwF4+oZJnr;T
zdbN&8f{8+tnWBwHYz69BGe1&y9)pnT&VP=-jY8UrT;2fxf!$@qZSW%Mo4xnu9SKhv
z42{~R@S<Z+?8tF{m!mIM;IOUX+UK}Aip0csNf9<L9iVURf?YqycfO6BbM(RtC({_;
z{bK7`*{-vgBJJ^D)Cr8jQQRpJ&obe;AuLOX$^q~46k^%cBx_e)%q*rQKUPBNgah*&
zCqylvqYfn`ir9)^fP{Oe2Mg<{lHDYSk|nXKWIIaE&~5^?)RyhSEC^*=={sHJf{Nf;
zW)Ur+8&xslPS=NBbCy!8;t?Y&^86Rh_zTw@dgRkyPLiC_tsds1o)=L+?QogJY=u}L
z$Tx3@s0l74!0I;{5Sn9yfxQ@bdKsJqdD2t_=dnH<7{rrzRdN*Ov$n8vN#w14yfqZF
z?kWiXcYUY(eCovJ^f2F7tOy?9*5fghu!rs#{ui0_7TXwWLWHd@9q=YR!mD3MKE4)O
z(5^L;^5D=Nk@x6#lEHL#;cXvXhTWsr!t)crYVOh7a7MUbkM0#`pK>TIM=hEQ+bAOZ
z%3{>uTUE5)*4U!^NJeeZpF2Zet`%Eb^pvm34C|}+Pb<NeB_pJ$DTEYn(f9Ly1+8L>
zP9uTd<NJfJLTc{dng~1I(;SsGOJq%Zi(VdDZBf_;rwJd1Hh5!b&0b*}Y%OaB-~RG~
zEqXdDz{(f0Mek3gJXRBSIJW3W9@ZB99m+UD1l|`Opnj??x^<Hfo~MNs{=p8tMDEbr
zBCNy?y%jJyP9$babGCaHdn0>;zKv5N8B2qWW_eNDXj_5+vo`2GP#i3vc5n;m0j3zc
zir}ks$%#N^Fn>roqPVw=uaxusr#JWx0Z$Z~HrQd==_A>hn<A{dm!KooJVh>r4!(I%
z5nM`J#IgwBYzjpOSi{r{_DQK1Hp81iN)-6c$(k9J;+_NF$F*-_B-yoVbn-u>iVN&$
zdVwYkSf#a-3h@{a3=ADq;Q7AkCyP7aitUXe*OXFNAg=gnYx=VsG2=?otK!cbAxY_0
z+v3RMY99pEz&1S^I<S9a@Ad*tjgGzBlVBYy&;wxYy_*233+N+<^idKI*}Gk6xd;&H
z1wVVCBKS5chW3^H#P{4Q=}tiJ=Zk8gsFD|X`?j4>#$j;b+VqC4wB}wf!ddW>nl&&N
zG5&TGwI+M*aS5yTf`Dm+N;T$(?0y#;k&dE12DsaZnTXx4F;zrFog?Sdok4o0px6`K
z@GqKQP{%XABKSLaVMe&UyZ9Rd3}i*{-?$m#h=F&(I%423v)F~uy|sfP8iJds?F$Cp
z3OJlclm9>>IbgXz;tsYse>+8oiIcR2rSCX`3r>)MSP9*Mvhm(PsU9f3%)8N%2P5ui
zuj4Z-Y2%L9p?fPA+0o`7VUG$Y(fQln(Z0*<1v}afd<(4Rj`m>^4%yNEM7c0zM|%n-
ze`rVB{4^QWNO+_o7|$%`h1}6%U2|@Tlbplg+-v?OHwJQRbe7pLd(HW@!dogau#PDh
zaxDKFju&$K7S8{Nd0Qj)|0;c4gDME!-r_WfuS38)BJT}eVEH@W{e;NJj91Y$?NrX}
zf)g-fslOsm{<o?9ai~&tFSwHs&n~9PL=WF$&V_y(ezo{|wbGjDH74l=X<;xoW-Ytc
zWT|;>L7?M%RO+NU3dp!$N(Zb6aWA*MVsPYYd?#CIr=tI4V2o{G$S{j^bHRekPhr@p
z@}ZAax<QaoQ}!vOxwRysXK(Q%n-`oyzTjJv)@b~PkrXD~OR5|haNS{wRnCAgt|E92
z{2$7I^P$L*0jIHvlqRrNR|Lm0TO$Jos8D4<wMyG_L!NHdkd#dC&eKh@b6Q5&W=%p}
zE4YMaxs2FP20%@feb^Iwk_%^__<mB%KuUdm(~lO@EkRCfS5eARk%qtVVpbe8O4U7z
zU+D3HlJw(v9G&LfKK6{26fSI#?+Czoq0`-m4mqd$5OR*)@~6De@O1A(h@9@{McZn+
zpXo+Jvil_(X_{hm?}7IsFX7}999hAg3Esez`}ZJS*2od|mbd2Q;{o5rx9qJHdk?dS
zwEw}AR5U+pwsn$vvW>c@oFFIqhPS8};TJeL(L(|VUO0)np4jU<?|L>vah0|G=VJyO
z!pDs9>^=vIP|%OcVEYeK?}EH`3SZ!bkJAq5n?tF(DbZZ+oohA}+9&x(j<R2v&oGzn
z=B{kc{j#>dAst)(A`LbqE%<-Zv(?U?QA(@gJA$Pgca=1H3;C2!r#P|Y7w%m~+YHJ>
zkcgqYRx0=X9H@J+rI8EeMV8a?Xd7QasntpPiuQ>A@u|ItvG%5O&6ly(5~sn7#@fY4
z$&NgGgo-aVLdOq97@^P{Dl;AZ<%ozNnmkF)tO*D61e(da1S?sOXO{98f?egW=~Nh!
zuNqmZWRl-usbQ`B2WOb@o67Ba)@aG~^)FndBDfJ$7#VJ(Ez_(IJ#j2Czj3m&tUe3Y
zK4@j|rq_9sye~Bsy4u(gp`LSbmT;N~9XjH~0UC!_{>x_id+0%vMwGrgXyS;{pYYsv
z>G?rf8SC48knGnc1lD&t1v);XJ^iJxH@LMN19$MeySRDE`*F=z!5|zBf6XZUX=v#;
zgR1L&5GXmM2YP?F_)FO7y>hB}`gKtDp^f(6PxIejqaIPxNs@=a>-@VKxR{w+kdrrm
zM&VW2dASRVXLO!5qgWfWc>c`XLjQu<{>%mV)sUh-er;KFboAADFUMPJ)1!0O{Mr5x
z(#PKhPYEr_%_&|`*r!inZc%O_ep$pS$Q~_!4J9WpH|MH8{_N}mf6~&txjA|Mxkdgq
z%NMuz59seN&YN4*X+Y83<+(}iYrr9za{2dSvga0{m11-vexTmi-IsoI>?F8t2db+x
zah-Rtx|*Jj+y>eYbma5Z)yr@*@Kez3pbubPoCKXsdl-Dfb<NAj5}=!3#a}FgK8v%+
zIne8Hs=Kz8rtJs43-nFUWzcsDbQ|b^*B}p?33?oKCTJDtO3+5oe+OtP=u@EOpl^bD
zq4#UhBv9Y$)zu3@4}*RH8U$^P2cY6{b73gxrJ(c#)^gCbpwEHs1pNf`2<TbRv!GR=
zG59mR*kjez-9fv9W`RxxEe72Nx(ReI=pN8lK#zfb0Qv){|83ZdzkBQlnhJUo=oHY$
zK(7To26`9hdC+G;Q{RETpp!w*fzAVMf<K757qlPfr=U|nW3Y+77IZo2cF;RO>F=u=
z9Eblw`-9Stn`MCdK_`QzfqwcP`VCs|1a7c`b_cy5G!yg%(3PO4KyLz#iqo`m(AJ=@
zfer<&0-Xg~3t#)L22BLLA9Nt-3!t+>Pl4V98iix-F3{GXCqRdSF2or!AC$fl-U#|R
z=q}LY58*e^nV>&_t^%!xzbM`S+8y*R&@9lGK#M`&1l<Jc#drIAK-+>I1MLp_1L$hd
zdiceM`$4;dz6_cL>c#fH81w+>Hqa{2y`aWP#2IKE&??Y3@%)h=zYy^?Xc}k}Jk&NF
zbO7io&_$rzLGJ@C2R#gW5_B4#X7l2gB=SL%Kx^T9stnKs(0tH=pzA<qgYE=<3G^uF
zJD`=I--E{EmnT~PySh3Vv@2*P=v|=2pwEMD0zC@42ec0kN5?_00<8kQ1+)=<siGV-
z74##}$)IOJmx1=eN`DvVRM2NZ^FcoVeHio{Xd%wwe*Ch<ZqPK)&q1eyHpG4ERiN`g
z?+0BB`U2=bK~I5x0vgo_afR(`Yta6nLqQ8bXMtV|x*GH;(ECA)zs5WR{X6Jc&^@3r
z_{EIRK`#Y$VegRv+8i_=Gy`-U=uMzIL2m~=0{S56S<qvkG5Cdze}i5M+OHDzK{G(}
zL05vV16>EY6Z9w0qoB3Eh2KGwK;s*0+IY}p&=sJWppSzt1U&}25!CY?;uW+x=uyy-
zpp~HOK;!YFJl}wJ2R#p(1=<;Zp;rugE$BATp+CUype3LmfW8AtKT>oK)DK$xBm4$>
z1L!PJ`uoq-px=Pr58C7>_#LzZ=qXToj4TR2QnL}XH7I=tG8FVT&{?1Zenx%J4AA>Q
zH-NqX`W<Kxv~d;U6@Sk_YjqOnY|sGca?m``Gob50x8W}l_JBSJdJOba&>uiuzha*G
zHLWgachD)IS)fmY7K2uRZUX%QbPs6kZ>SI267&bqWYBsoH0?If?x1u?$pU>1v>3Dv
zb`+aH$AInuEdV_RdL8HwpmbZWUQ759v^!|e^QaG+30e$#C+IfNw?OxT{s?*;lzyk>
z9B3hE6RbZap#4B^0i6Q61GF5pQ8oP2TH_a{C%^RN<1~F)yxus*@NU$_Z(d<2wbXsp
z)m=zps1c78rX}N@g)-b8<QJ(Kig(&x#186dvGK!V8;y)JmwH!e0~7mp=++t*VT|$4
z$9vpM)zwHvnl>ml{zli3+O<ZbL9m3c!+R+3D?lyWHGu^P---81;7Elwo?+KNg5rf2
z(SH{BOyCG@yZ%JGehloNb`hL@`|pa2;G|Yxo|(a(G~8)%X_{O4ll(;QSDwb$fkp)i
z)2u$Gm$+RUY&$lgoj&mKA;?)WuIDU2>;eAui{bl0ZIB<ILw$OxAZmi6oj{4(y*tX%
zL%$94d;~q@?<OwjiGWi(Kj7WqKy`I}=!shBXb1gqo4VD`Ea<rvdiF!!?$2JvNl!o2
z{|tKQHz}j8bLb&^Yr9y^54oMd-^L!T9po)N)K*iwE&6MUQ)mm**p|71Rj~hepzdDm
z>&UlJTODoD7(6ZHsPB#3*w;Z%JExwRHl7Ong$Ta!qfR{RC<i_o*HMo-+HnP}{&a`T
zmyj7sGP@lz*V*lCM>{^mTr0>}eV%6H<-ltL$F|JIhuQc^;8kcN98SK+PuQ`)8bHp{
zKWc+}ebhQnNiBCRH&l^7k|6iyVf-u=)lqYIy4_9y_;KLvo%k#pr(fdw1bAO34xcZQ
z`qu)ddxCx^ex+T1hr}bz{lmb&M*VO&=_Eg%1U?kkQBQ^Ubqpo7m&4C1(s2qp$VML1
zeGVOROvz7~(9sq;TH)IAlViLV0`CAkk{>q$PX->zkGp{P1|G?eM}cPn_dDBn__0#r
z;rvAQ$Kz|TVW^+#tY2i0Lo)Dbzy~_<<u;xPd?oO3_WMz1A@H@p3!L?7?m1$Go@RU#
zG9+*L(9wrI62HcYyOyvK)Q4lhJHHZn?*0J02XJiZZT%zdKGegRtTpg(bH<M<-GRpg
zFRht}uCw#dWXLRewYoaR*+#zI#xme*fs?*)ecUGTNNd$z;Hy!;v$OtOTmNz3w*n8>
z2l7!B@Rh)OIO{L8>(hC36L1`xZ2LyoIGs~(0N%lg=i2yW;Oj0@e;M%Qz;V2=^^dXZ
zZv$Qcyp0og<eR;~i-5Ov;xp{}$EE&A^RNmy^*@q+`df1HZ@4&ajW#RczYV~*;5w?@
zkqao6*9klPz@|gbImnH|wKdKpGsw1;{(`&}?jeNpCF!^ycqiZ&({UIwS&)eoZ$aR*
zfn$4Z+cDX;!HfF>vw%k$?<C;kE`kSurvVSw2a2~m;3I)YipRCUdjgLXk2`>80FPw<
zVW~fo{XyWVs6W=(f0vl_WS<v?<pK9QaYxQcl6a(e2>_pu`XPA{<GdIyCY|)lkn4c|
z)2W~0;8A-F)<LE@?iKZR$`sr9PT;A)Bjv3lz}o=_vBy~M1t@0khY#uiFUP(k>Vwdj
zbw4HcS>%g)F*rNF9)2ApygTp*fJe$bS-|%IZwXl|=BL{IC<gu%@NQ1Lz{WQLe;IgJ
zCqCcC_W*w%c(}2kev%(g0_V9IRg`Ag;Fz1#54smM=4kks_XDSURQ-V8j_VK|H`}(P
zL1s5(!ug!qm=64I;E{Z_3iu<y!{sqQ>Q9D^q<=cDqx_D(xI}PL8!te|*N}-67pH)K
z1U%B*iNd6LA9$qP(Hc12I|Q-)AlCvviiQF>0eqelAHL3A66NBZ57|h+#pQn^d_M_a
z3%o7xNNwx@P!IUU+BgE4D<Bi8A7_DIbrBn4;J`(|J3IT~SW_<rz6y9GKV|@52^`IY
z^;16ZeBh&;c#XASBV=xaOt^R;KkWj3dxSO!KMH&;@cuR0pe>vqWtG4m0DiazE{~Ud
z4zCxFT>WPFTt;nl2R;vYr1_f#d<F1u^OtNW27WW}@ilF5>@T)K<~hhjnpb;)KLmWR
zQ^yK>ULFTdk6?Ci;*R}E74Wx#hqICT*eC(_*MYZp)_3etQ-OaAJW{Mp2JXUl#o=Os
z^e+QmiTdGkJ>{@W*ylt2{gkU)7lq_7_Y-!mE{C4&Z%4M{B=CO#$FSQm>DcSie~NIi
z`hMV4KT^!60jK-^k?`rj9|7LU*?yiqPOE_L1wO!uUv1;tfxiPhlKthtUj!b>&nJOD
zagp{lY(UF_L(KM%<DQfs_-^16ow(~VHju_K4R{cEB>ScVKMuUBv%X_3TLt_};Nk4|
zqt13&|6+OX1;{jeC$bHvfX4!lv>r#{CSW}9j!qkA+hfogcw^v^=F(8$ZGcDW<1FC4
zfQMVJ$%m_f_XD2dY~OKKx*zyx;JBr2kCC`7$oc98;KPAOvi}tDalpgn3O`gv)kjVO
zp5xRn)~`wA1+p;-GEYDz+&B>)0DcefaDDItr(fRQ4SY1NL-rCwgr7-f9b`U$%*Ar^
zF37BUH+*g;9Y=xx4fuFmhqU9!tv^8KHOPcpV@O9md}neD_|lp>9C1tE!z3M#><{{W
zhQ7CpH1Fwqo7TWX_REg@2-|=Uxk&xJz%wt>{&C;~fRCur2fDRJ<5dNG4)92Ms}a8c
znRSu&Q-Lo69w~2427WW}a4|>iF9W_Cc%*pR27G&j`hL{k3;cQD7mL{sAme&3@)~vy
zxCuO5%#w{w@EukY;F0ECKj003V|v-KHr9^kDZqWe7ddg-@5~W0w9ci%hDngwiR-A0
zqO_2hy;sPQEjys=1IR_nvxkAd3Ov$%u^{k&1NTFh)rRAI=f(GJgeN$0$9D@!z~2QP
zDV_qrwG;R~N@snSIAD|g^vn7EfkztewZJ<9k2GI)08a%TX)F!{?+QHJSWx>x;B7C`
zz88w=`}2@^65Dr?|A0@rNc{ltbl{Qfr~fHn9PmjY{u##uO!ln>UJ5+PiRU=RANZ}n
z{Z8C5eupI<Y5an~OHe=3_<3=oZ71+Z<C6sZ4&d3&_FdwO1+qT?`~+|`W5<_Vqx>kM
z{~6&J@QdyJ*Fokt$fP=TV7}1NnA+G0yzcwq*Kum&2=MyAFSb{p?{%j@CX%1%``$4Z
z!IOd0a}kmJlnJ~O@JRcqg}{G%D16?eK5PVj$;0?g3D?#<%@lD!MMLr41DTWXQ!W(@
zi;ch8l^)w@gF8LezdkBGHffzF5Sx5stw3yQi7`AjtspjaP;By`*rdU+{=u=02FJz^
zj`i~Y>2nTxys*_ndgQCRT92OZDc08OC<W7SBIpgS=iGmb);_BBsa_VX?THqU`G)SP
z)U`D(!PaXBI^0v~))t;{ec;yCMv3ye@u2-Y_vu=o{jIvTS1Kmu)*DT^FVPc7!x+!y
zdXaC1Rz`AkgPE{4dScrv@Wr)j;8RihyKYR98$B%^^k`3dEFqS=hz@E^>G{$%a8H!}
z4(TcJw7B1+?Y=-yTt`olzCrigrfc`umasX0e*EcyKRxiL2mbWHpC0(r1AltpPY?X*
zf&be)urNN2b$#Ag&@{=5ov_*w+m!xBi(U$+|MSzy)BnLqFMN&0uWhx{nAR4o78osf
z9FO^>{vUN5llX<(@ciO)9j=bAn9e+o4*c>;8YSs6R~lda_<QvNx(K)hk9|77R@D-G
zEyYXRC;8ECalzkv;1ahj_{HZTc}+x$;b!1;E|uNXw#y5?4*&#@Dew!oS@>1uOJl0a
zcS&CLBOt`IXh~K3cyyHe6EEfQ2r2W*j!MbD7A^G4>i=s*{Xh0K8+@m>u;<^B{v>Iw
zSW(_U(zcTJlysP+6D6H3=@LnAlyr-v4@mlyq%TSOj->yV^e0Jc#mV+1Z7XR{Nry=~
zQPSCxE|K&`No)2O{~>Q5e-i$;`u6@*{CB%4{;tU>y;D-UrudV_<<9a4W)zF^PCeSw
zf8MKPQ<6KUbWVmcibIZhOsL_5TI=2NdUs7h*+$u(q8G^J{6V>*KPZ>`2j%`hW*^O?
z5dY0cv3z$x`Y@b~!W6y0zYB#w6s~A<w8t+oUY^3m1qE{p=J@enJ=X{TJX=yjc1A(L
zf|+v*!pf?AM2U6ypbo>wPSQH0qrS>pvYfL`T!`L|_&?8cuFB5IpHY;D`&A)Whn(5j
z3kw$%<FCKwE-298h}xm}u(9K^Mhv@LtEOVyq8Bf=p`-dgrU#85pAM<9W9U1M8ul2J
zk5sM|Hnt#l*VMIO{@mj1*@ZLa=VmXYKV8c$giH(x(o6KY7Tv>2Kq=oVv&vhD{^5T`
z&!0P|fQloHRk<AR7bUIf|3Am-e}Al0ywU%Zg18PFZvqP+Z{g;y8ec`j$*6tDV{-io
zC!_WvnWNJvtRlu0{r9=_N|$o~Z^sqQx&H@p0OywfD>;BF{%_}i2yqqChl|D4|Fr%E
zIq3ff>!ONZMZ?VrHD8{%$h=YWWrCa!8E_^$o)#Fq3gsDMt=v@qD$f>_-{}?8B#kNV
zu=8uS<W=5ZCV3@)ljPMI;ei_b^ELR7YVg0-;2She<93z4u9Dv`%+V?(ujYAtGa=tj
z;;E8X^|K^DTH^Ogp1wPw*S{s-O0ZgV^EAFvXO4O`c)#TNZ$u#3v!#%4!?o~zlH}V<
zevRb&O1@n3e#xJdyz=jNHTbAjX)LMi4M<+~Z<gd$|8`4W_2(VQEBnq#UfI{Cwa~BZ
zn=W}jw~8Z`<duE5N}j)$gUl<EA1LL0ZPNHk>F+Li-W&kASMq+A!uR%)zee%{+NSYU
zJIUutUggwc$*b{MC3*h)1Jv;)iTWwBem}|kB|k;-%74ow-&x`hNM7mRE%_c24@y2(
z@;^zwgXI0~)A&l^oh7gKeuE{i#$%4;+sgVIB(KJAcMbXDl2`t9br9`sk@dGpew5@t
zlf1I8c1Izv@X3-_{<=x>O=bNZl2`qCss{gp<dy!fC2z|5ze-;DFZoi@zS2KN@=E^{
z$&Z!wcS_zb`6H57{`*$)D*lo?3H|?+@?S{4x8(hu1+L<$i{zEPeI#EllBV`+vXEEt
z(jZ0fou$5^l5Z*b*^=)j`P(JmRr0S&UfEwMc{P4Fc1>f+SSi0r^0!OAb2ou2dwWY>
z*)vD-Ry;|5x~%`T<W>KFm%JK}#@&Vf6e*t}d1cQPlAkB>7bLIR`?7|7RSo%>Jwo;0
zCV5r=Y00bp1SPNRtJPD~SN7DCyo%>+$t!(pYRGSre1B>Go02~)`8#?E{VJYLNM4O+
z?NouQ@f;}m@v{D{l2_w%x8w&){A0<h`4ZhbR9`>Ix0mv{l2_xgMe?fu_e);I_eYYa
zXJzSiSHCo-s{X$uug3p_8hGvgLSFg1Lk)ho<U6reJS!;q0g~S>d8PlL<dwaz*QkF^
z@@hX3J3zEQQR<r|d8Myd^2+}YNM7mRBY72{%?1j6s(xq5tNEHK`Hr%^Yb3A6=kJnN
z?Y%2`HGj`ZUir6EnrJUk>KiV3rN2<}gC)L4@;Q=kI7rl2{b?h4rGKL2)p~!w<W>CU
z4;J+YN_~$=Ud89{l2`Mi^$;PyRLb8adDZ^Il2_w>T=GhP!=a+S!iP#;)gLGM5mNu1
zl5Z;cy*288E_oGCt<r^l<*(V2SNe-<;7>_DN9s=;ChDvCG(_^spT&|_<F!HZ^<@2f
zCBI1Wb%zUmJ0)K(c@<x;OTMqfeE}iwmwX4wCrG}p<duI`OMa@vKasrZ?>CZH{%$fN
zjU|=+JteQ~A1QfNf3oD2f1as<zbtvB|0l^$lJ<-qDcVbt{1VCgCBH@Ts(%kkUiGh1
z^2(myC7&(pPaBoSSE@hDBtJ^xha|7|pT9}IrNo<Ni2Cy+zgF_fo;zyrk4QdN%0Df6
zm5*exMH)VhXET}eE-XvKbr)DNW;1RITO#7Zds$ulh1nYoY2(wuYXnwkS~OiRx@8^z
zMa4>74;yj|-BqJYZCD|usJM<Aws}2W--KfCum`Q{c&$T}F`5)njY4k+-MeW7w7ZO-
z2SIWiVy<rM`VRo>px4?0#9P<|MQs|QMa_HV5L~xSe34+6CutUnGBL_^+cmk3;IVUY
zomB5MuA`6RqbSOQdx2Us6?m_OZFSo>pk}?v=xN=Km(<p&U-Yb$=Kb<&6kXbwy62q@
zbL)1ia|d0&kM7m&UiVSD?v;k?9(Cb9&3nTdT=%SZgsyL#jq6@@sY!2gJg!sg{Ycjb
zNl)*(bf3W6wimAZ)T>9=sRpix*P-UUS;KK15bYiwgX=A9mN#VyuD3QOnON^r_=G?1
zhCia|dbqb<te(^cM_m_|uc&$n?r%|gWv5|y=(A2;>f)8(G{SXV9|>r_b*NY`&LBT%
zzVFduy?UP4Q6owlL+a><A;wbA-I})pwAQQdejde5n_Z5Z-}Qa*nZSL%1$Y`U#@q%#
z^L3pLrgj`v^lIM93~;gTB;q<kdjroUdAM%+F5G;)VT$(~H>zxHg<t6DCT*yT)*AMV
z-UVe|-&ILqdNC94a}NcR%1k5Q_W59XGvoJN4i7f$!%ULznGRt3GL!7ve<_%L%%u7b
z3<A@inKa*;_F&SO3HUm;1~Z76Oy5&if*H)rWZ$t|Fhd)7F)OC~ZbGOv99AzDOr9?t
zL)$RGRxk7&BCAI*Q|#L@8O%ub$1-2bLNKH2P!z86jl;swa7-Kp@eRH<0Wf2|^`Nc9
zS2_U9WpS;+to7|A1((;pA3oUVJA%k=cxA&bK(_hri~%#{l0IOz`;OlXW-6Pr!?zQ{
z4W~uZtlH%pL`=31UDWpa-lz{|I@?z6TZgINaHcm63SK}6V;CA4JS2;ccL&ljHuJt@
ziYqq+V!bq090z0<#{rf8hC$1G8D_<LJD@ys8;pwe_P`~}W-8gbDBTZBye$wdmt@tU
zV2PdxG?vGGNm21E<bgNGYT9L;Ya`YY^+5spSO$@(#5A+k45I7JU#Anj*=))DMzc55
zTg-_}Z#7Gq-e&%t=_a#+>1OjYrdv#HCe`0+Hf6fa?9TLda}d)z%si%dnj4tjWj@06
zZu4EHe>J~ny502Uke++ZOPSthj$nGfnalJ6a~;!%%tx8-G~Z(SnE3<KU1t0&s=wR3
zl<5=ZXr_D2Jf=^YB}|_(|H|~A=F?2~n#Y(vZQhGmj7r>R?q&Lnd7SC9W);)@W+Oyo
zRN`~yP^JgWY^Ddz>zN)h?`Hafxu5Ba=0{9lGOL+Zn9b)<{ljKYrZ1b5n7(2zWBRIj
zJJTcPKBoUN-(>ol`K6@Mc~t*(GfC3nOpltgC0)bx4fB3U4>5hy{8Z9fbMe<jiKgD5
z17F1G4TkYWZM{JOUo_TZsV{93o9VIS>^6xl^jPw8o5a?7EV;K$Vv-&!s<+o;MfDDP
zELERUnT9`Z>QVcE7x%Tk!?m|@ruh#rzQq9m<7(5?(Uua@I4hq1T%>`aX)W+}-G%Bp
z!<QCfo;IEsv*~L5umqsK3f3-7Yyo6aOb6^W>AyvrU?KgQcL8#F?L;4b01QpgfAvED
z$&Bk>sMY-3;0)u{GPJQ4#T%@O0?IL-Dh6~PiXT&uzQe9M+n~SN)eixC&B8xKzohDU
z#u~)0{u!{ZE&MU6-|V$jFl?#u8q((;>LUF<QysiThq(<QbBz%|8e^G`z<XLUtj8aR
zMAY~OWAjkx7zJ#i!d<7)jOPD#9`H3rlS#m@0=7iqI;qr_1?vL8CH?~>s(oa~&A{nD
z5ELG|x)<zge1|a}9(sx3hb>5p4%R}<H69sXfihh5Nu+}1G00(!hk4tL&@}RdPK8?H
z+t@ZX@#;;tK*``QM<N-039#uIEG2r=-Z68d@xyXI4o6AfP6r|4y#}$?v|lGOso!Y2
z9*_{%0AFN6E(Pyic)N}O)cQ4^0(3}|1Kk8V7RUq(^<-x)<bF-d&R)V7X!!?fxd8Ii
z@@J5Z*s^v#xBP6Hru_wSkKp|e(*5RKN6S~X6X?r8UboN-Th_Jc0>IwE*h4fO(}}D|
zq^(?&C_NEN80-R?-4FZKrg^^F*>wiv;#ptqrkyeTdfas}Lw)$;4kL>85pmbY^Z_@X
zHVya|hC2EEbX+w(n<r!!hRDvYA$yi(7c~~LcZJB(|5okPdy-|Zy#lh$GJOYuUPDZ?
z%#Lk3qKy8BX4emM(Y6*%imt6Q8sPXIB&cgE(uzQuPxUoTr+L&o$M-GDyBxy@jNOTa
zM{hpI=P^<Cp(q=ZN@Z91E}=3K#@hb|<osQ0CoNnKtVIt!rZx&v-duzXF-SLzd73r~
z(t3Sd=#BBAB`(0$qeU;h1#P3E37nC;NNbU<8@;fLpqRRrDv+$GFeATMYcWDM+M#Cz
z-x&&<)8Xe9m+8jvG)+5=2FeL<LDl(#22L}RZ-Y>_ZoJnXKiY+o_mz-l&Y1&fu5LU&
zACxS_s%=*lHke(p&up<&H<FS5+Ciud3DJcu2~Fc5RH7S;FA+i`!wIo#Zq|*{*9oBo
zmJr#clS4E!|59kWQ#br;h5v3Mp-yC6Viycni&VYEX)w`LZeB_y_vprBw<3?C;GZPS
zzBYpefc~x<KmA4c?p>uvC|jAkV7AucA>FtZ<*X|u3l$#KjWU-ga8np?!*0`u->krx
zX;Ce^nB8DYRLf*@Ak!3c6w|KeB&OZX@0s>6=`V4jTJ|)}tBCe88#3)}-p1v9%)c@1
zYd*rXpZQOw1I(*fZlF1y=^!(Q%Lkham<}<oVLH_O3)5j{E0!B>c3~PY`!XG24re;b
zJj8Mt=IcyHo9{CnV}8Lj(_G4Omzmi_TlFwYnD#VZ&L_T?c?vYK6%IB{JbDv4VMKed
zxOlxdGBh34iBd<?d7I&?*t=tH2hgqaH0<W?iH^k@oCV(9zcYS>5G$Z=eQ4bZvB87P
zqj2>yC9`xqWULSEy5APF%*WSC9kXbvS|6~j^>t=f1a4I8RpxA_H=3_8Ej7Ply3X_#
z5We1Q#&m<(o$1ZyNT#=#i<xdRZ)Lj0e2D4o=8H`4Fh5~>r|DWidhRw`G2L#aGriBe
zoax`q*-RfWuV(t7c?Z)S=02tmnJ1V&Vt&hXr&(tq>8osT2iy5$gN#h#e`?T~%c~lU
zWco{k?M#1dFrDdd4OTHd*WekVZDyKuR*GtqW6};fs!gu>4wuh1PcxlkRx`~r8z3n~
zwV7*nVmi+p!t^Th3a0tywM^%mcQajN?qynNe#Erc{GI7yvpI5pRGTH{Ag0UA$xN>{
z7cgCEUdyz^yqW20^Y2X8nB`3WV!p+6t$BuNnVEn*9MxvM*_7$cW;f7P`kg-fx#Gu(
z^=^&FF<=uhpCr}`(8qNs(E@}m!qxS9_QbAQyD{~$@V*lT69#p_k8C91B&DCoM6@Jb
z=`!`%;1h^V%61v)l&jx|=qGr)#-ceb;XT5pyNnKFf&EP7sKJ=ns|?}FIWA)kGN7(s
z0<^V~&?k_J68*JR&@szZyL1^&(<svQG>D7}6`T3wdPwED8vleTHS;sHlr+~>j}p5U
z{UkUos{J@~K59p`A8*cJnk7y;?WdU6F`sMR!8Ff&lIdLYRnQ4HqINkNvock$_E^nZ
zn9%86)eg4<*0;DH@M`^qE;yw3uX6x|<k#r)s9@wJ)O^!N+rsdeIWehquvOaM5X-?;
z(FHJ-CT=H`xi81;--q3<J*SD&`GbVCR#RlQ)wQ0lWAmVUip`f%b3}e7P~ATu1>1s+
zM$t`RW}tiy-mVuhu{8nRW^BO->er(9FACC+5}rdI_H3*3^NsjP2+9QdJrLL#Dl{tv
zyA;p8#$==*eZRuQC~DEvt)!OC0r|G-G2QARt@+zvufJWdO=-m(5(nm0-Dr!Q+Xs-1
zt_#r*sIA7h(h^_p4EzqgHtC5bFmdT>lsvB2rsYdie@{2gEE3g6hg8>z)e`GdgAeJo
zU6}YO(_pRdjBdoX#O}qCrlv)U=Dk@EXzntuxdj6Pfh{ETDJ;^=!8mRBI=hUn{e_|b
zu%JZRqx$aFYyVP&26J&k%=et`C8JYjtppS2a@~Sasze1(_JoBRiHUBK7qk@mflc3U
zy31UpY3=JdggVVY{9l5S_Eg1DNB;>?uetY4$6qO<8ElHdH*#mioJR~b{T=2sa$gx6
zL`~n{;C}a1-&eTSe6Jwr+|!ux`nF={;Lc_y{!*&rp5gi>8Mi(lx&d$355=e>klC(X
zQ#I{gls>8uy_(_4SiIcxU4Lz*X$Juvv0x8Y6K&!o#GiYyYtwBQA`3DJ(xTH);H7|Y
zUmo3dJPdyZ-fHAt75h?s?D@E3T}Vc|lmK^$OM_5bV3*?UN+2ZyS?k)=N7K?!I!YmW
z6C1wS^)do18_+xpZfV1}xhk>STM4Mtf|G1`t83vV{HPS5M?+wpRpjo2X-6>O_bE^Y
zzxSO~*gUEJB-k8H9ZKy^uBeCo(LDTK;$p-D3V)(n-N8t>k#4NL0SiA$=#*0*Z`VMA
zc`mpU^aeZ^s66!s?AP2)bYmPUP(d2r!>kG;o3#e)*NvS^5IIv&K9ewRt1V+~bfXv(
zY$=LwP>?>78WVU2-B`Uu)3yS;*TQ*+EATG5(W(=6fWRt3aG^vP&>h?0%`o6YNCYjZ
zOuLm--7q0=9+(%w%LeM~e$h%_-S}n<Vgpzw3#a-{Qv<ru7u_8UfpL})bww8~H6>q+
zMt?>j145us35mfPb!ZasEWO?@6m6+#NK5WXx{+6+X*6$chcx|Qxv))m;7Vi?_cYy@
zG88{l4eVtLry4p7CA^2k<esA&zhmTGA4B3xONs^fyhc;op2^XaC3`=<ktV_#-TVoL
zx1kIA;dH(rL->OFz!wxleDSWjXa{GGAVr$XjHUVixNf|PWrY^LyhbpuVJt8K?bVHs
zAWl#TLG;Uo+Uz%csP(LFJP;$G`aDhlrnl$bnY%C|?iY2V`D*-ZC2GAvHR;0fF_GNQ
z4JGnaxI^zk(;%8;g@Plxu?Yc0_39uOIqI@1R>0<%H^5%^8@llwLY=UF5yZ72GvO8Y
z7rHS58D7`NL+*0CT~lC;)}6s`bz}c^02iQqxx(~0Bv79g9QVU|B26+qnov>acirfU
z^;EwPB~Ms&=t@?kb;-R$Po!bhqX|gh#(XX#H3>x@pyb=oiu1`oqFGu$+<(;@^1={J
za-w#7mvPtikV;I%2;<G&(2K}a(b0Y`;|Ow>uJ;2v+>*GOB!r5AE@NUYB&GtKZwZhJ
z(RN!lbA-##aKqpR2yC^4NDB*zQ52G+UB+fOhkpP5U>HdrF3~dfelZiE;a!M*aiOTR
zZ;{LRXd<M}L!vhBLx?W^hOig*CCs1!eZXaGz?9HiL87yg5_7j1ZBvYwJYxpq7v0I?
z;lRf!8R0C0WZW;hjQ-dJuuwh(mRdsWFClcoW!zdOg>HesU6v5pq$SXa+WnQwxE^b^
zz8m24mH>wXjjEJNbQ|MvTF{R};xkK%)ztry)`I)={(Sl}qU(d}=r*2QE+lmmdx!+Q
zMcmf^B?CB4)=!Z?g>-kfaZRBR(tAU4AW5&G#{1+J%))-rZTyV&f!ftC2bOJV6ZkN<
z(RQ?~e>Je{torr8BHJF+lfTExtQ!ZTz>ReqjlDuhe-M(7TH5M=LDCQCJ*sT!$!=qA
zsu0rOhUEK}Ze!Oike=Z-Qn4SRCiNfj@f+bhLj^w1ZPYbn{rcDeHO5=?&G3?^irq#-
zP;!vo16W@h{{j0K_X@Xhs;9&!0K3x0%c(avx{a(QQvYIL*Vy>uWZ%thqhhSYHv_xV
z##_w-zQt_}K>Ix2PXc?!#%cfPzSC_Co+|OTfxU0x3HM9}{*c>v6=SD=i}G`XQQvh^
zrwM`mZsW1dD5}#8|H}d1wtz0;Yx}KG^P$@q4RiHWNDNR?no-mR*uUMzF{~?W;$&dc
z2<PxH7NcqRH*RALavf!TeHpNo7Vgh-VLlD^Jd71UzYWEICCIk0{>QaZ{~o<-S8Qx_
z!|efAH_EsHp-YnbOZa%BMwR!d%DsB80d|!(Q3mZtNK*d=A5mDQ*g)xrI3z81=P2W|
z?kG<L*d|n<5B@(S_s}R~_Cne20N^7?#x|8@CPo<_LKinQ6Zrg4Jw^k}cK3`ZWAk*W
z=r0ghuM}wl&yO<3W8_%LgTNkDN;G2y(z|<Ulu?8YFgu_E*uU)hjNcGtyoSi(`d<M1
z%C3J8R#^AOD5L$A_yw$Da;YDg5O3~?W-z`f%6M*prtKlT9k5P>^Kd3CqxSEMG74$I
z8-nsNs;-O`7I-4cShNZPvj8rz1U4e>w1kiALBq>Y2K^Vu`Wk>`N&q)^F}sZ$Jh6Z{
zmD~?#kAiicfgF(r3A$^0jB*SyOTGrFk3uE6IU(81V-!u3l2wrMwooI-Iyp%S$zC4A
z57)BJmXPWdDrqNOBR?A^Z1EVI=1K9(AUY*PToXe7@EB7jN}(kXxG_YCyQL-2_a*Mb
z9wP+@9Q`gxJZMSL5~3w!jf21mk1+(fO5YFgkP^@mo?Hj4cP--`nhEcr{ItS2zU9zt
zMFw^csbw@YAyo|t9|qA8zzLo5;eK8Byoca(`2i+d0=&}@*&slJbYA!Dy9rXmAaSK7
z#cs2GlrXj@L~~r8^{XMe2x8Y-qMUz>yOCLp$6cO(7KrTN+5&;Ql#pip?Q-B*x~HV0
z@Sp1`U@s|LM1&aU$F4)?-l=7*gLPzv>m;Nq!%21<2FVX<8QoTjjOFrSz!UMd6M|0P
zXKNYjFbUjW)G`uFrDR`736JtlD&yr25U8wWw5TfuCXv7v9<O6dfN6%Yt{XJZNBJ^p
zg3|@<DYa&E5kSTxo(9)SgKq&&|FM{mp*~2Ny`B=x8Sd1Rz+ViJ(OIzVD~r%tL&KPc
z+;;*3Us^)Eui}ld5Nc@{`3NQYKMdkptJYXZ?55tyfLRag#te*|t2-oy;?1`Ph!M92
zY!k(;0smU$MPt747s|MK5Gzu3h;i28I|;_hJXm|m<9ZjtPR?*`f!HH>^Npv+`zW(G
zl!(>oLo<F{FY3*^OxAl1bv{$|Xuo2Iv(DQW`Ve1K(QdcbzUeq{)j?6T3(fZIQ-+&k
z9lMxcw?VAaCaGi3M9z9XA6EO0ed>4tXvwtQ?%1Od&jH_5?72Jkt=kfa_tJ$rm;njt
z=uajJrsM4zw-ol$l}<8RGHs_i_7ZyiTw!p+?wNpZ0K8V!(3;U=-*LFHW;0e{s(lYW
z9wc}&6l%?A*Vb{A(LP2rqn87E$$}@*Hmu`VW8?q{e+=kz3-)BE^L-#KnsVLXAHDc^
zXC01ywGaw?^c&Yz9_!xdB`<zd7l+ivaD)UO{gTwhGF*&U-5vJXN56%O#azy5i%x_d
z{r-uhLz{q=1ce^`e!Ema*3oZ356D<Yzt2<gi;Jjrglf`-<Ad%-)j0Y!gk8}jYaRVQ
zUm+CK#?2E)T~@^kLXUpYh!(<nMG&`-eyN+FP#*)iEWBMqVT^tB8?yo6Jd`h1m_C*S
ztfOBk+^$CxY90N?BCqOyMag4U9lDYgLyvw0SVzC^G*R9~$=T3~6UaZJS#|U~4IA`m
zlCzF}-;t^HvAp~7=5FX$lBw3wZ|?{Q=)Hgrwj^edgmv`Go&kx;0P`#XQX$&5j()?C
z%W0c(t0hEQSg6L)uV@Tr0HmG`BN=-1`y2^De-mP#UMOlG{pgO4UIhtnd)3A9smea<
z=ttkb>CGU~UP*->{RWT4T^+J`F!0ezMmWnl`rU#36${OQK%phX{<4mKMT4c#ItXmF
zgvciQ=+|QcntBxAeoKJEfkxFn`t_mn>RXWb$dY0;*3nOcLGmz%qu<Y^LQ=1V6)XmC
z5x3USZ{So*8b`lppp%63?)d0K((|ct>*zNM*`M0gvw&SeIL`v>=ogI<=laFKmRt3$
zqu;3B)S5c_%}*0T`n{0cVQI6Dewns3j(*E(2_gL`B;T=gTSvc!*GO%Zz<#o{Sw}yA
zXIVcUMmE4(^vyc@eTPjG+nx-pr;V$l-wEt18P5bZ(Z<!$uK)u>ozNEoTVmtt=r_(M
z@r}T?*tk0SmGu{iK;H%IDH~Tuzd1<G91ll<y<_3l(eDISJN+!me<qB^MJI9l=vUMU
zMYWNAo8oN?=pw$<(eKGyAk_^Ly_J-G^xIr4O&AaCa>6-0tfOD*^&++FMZm7MaCP)M
zidn92K=JJa*%n$yzh|z1fOYh%lO-hegAhMbql!BERoGQ<^rJ7eNmBm-AJtTa43vIQ
zN55hDD6bD^`0;iKsH0!r8rg1d;6q8qHdP({>c`85rUK6k)ngs~zQnGQx~ks*fwfAJ
zee|n~eIZ+WFR&d-iGB3@8)h2Ue;(LjyS_U5Eu1dve+n#U*H=fsV<Y7E^)7_I7jN!}
zee|2Y1rLQ%CT|HWiEtiH>*%)?Gfp3X@)4@8j1_hCn^6w}*#PHR0?RmAsiWWG^$=JE
z@J1zI9sTGDWlkl31N69pb)I1yk=D`AS0E+nF6w)slH8ni^t&fPN`4P1cNaBstdo<Z
zb@aP!n3QY^sji`tcG9(ue%C^Rjm^Ntq!4lY=r<A3&q9kJaD9jncgsHd^=JUMY=y+V
zmJ}@^_R;U=x)9h4@Hr)5AN{%^E4q%M{FK5tzU9!Uqo09H?fMlGo@C_)kqy+*Z!(Ti
zuEqd6S^~W771=-?{gMy@u0fEPXi0GwZ68@jzk=ov&4<`hOO#u*j(%s5S!hq_x&;DT
zm5_b(`#_F~>mR@lDqKW_7-x0#dk@Pgnc;dLQfI<Rs-xfYB_d<FJSo_V;cd_N8b?1J
zH_XUhS5HU@kMd5+I{IzK295>Bk-$nGFLm_Gy$TicP+mk$aJry9rFHa6m?#aVL+e&c
zhWcO~{Z1jda;J6yFAtH?S<pKAJ%%2?4S~-sA>LPo9{o-&(X?M7;Dg!1A{G+6sgeY7
z^qW5fU>8UX#G8+P#I(N#rpQXvvd%nzsdO3upRH&+t3{v3xua?ST!=J(Glq)1Z({{)
z{!T}Ju!z3fY5s0Uy8Gm%yL-)#cYKUA_k5r)YT$u_#BRtfKTblCt{x~zLlEe@p=mGP
zu1A*wQx6n;iV@QPh2rB1()SXs9w^8`27C?$y8aym&W8%A2MW$NhCnRZW!>^S)o3z3
zX&+*pA1I(>j`ctRJq=+!P*93g)CrZZz*~QT+RDe3{XhZfi6$`o0|m1HQ}w@wRM&}(
z@Ib-+22#8wO?5?!)&m76mg6}Y6n{a`E94IAfr1tNgrP2UM?lsC1vHG-0|jJs%D%A(
z6+BST46!u`75ISy5)<7dFK8*d2SNxB6dc5vdAU=FLuVdJMCjOcMCkC>kkpLUbXyc1
zL$hM&F-+@$g5Ed*ss{?_G-y3gK#cW30WsDC1?PHUEkJ`G<L&x@tWysZ_~P(iRipHG
zh3H=}EFUO1jGIAqps6X|Tv7juVD&)3r$aGB7W6$qTJ$YYr5-4F92*YnfdV>xcHxe7
zAsOp|f+05|4MNKb()0^A{|wr7uXRn!#F~uKyA+~FQ6>@38{F(VIRSs+0q7YE_Sx`l
zu0iAR1Tdfz794NGTV2Cp+t+}84}o=7!4DMN3IP)~vrRJi)dK}5fkjh?tOpA2UWkn{
z^bbNI-4Sp#p~eJ^2MWHwT+_(->40Vv+>T)DfdZZjRBk;`&<Dww3U0xBt5v~zpx`Vv
zZ~CJse}XV>%X*+-f{7gvir-R@-jy1&9w>Mkb%VgZw{Tj_B#s9PhI=uBy%2hMvuge(
zT_~|0DERSe7|<CKy)CI!yA?c8@G!VB!01nsgcf$c^*}*SB)I}$D=nPrJ59v{1>Q7G
zyA1;OSwhqmU9_YgDER9FWIzbe9T{#(43_mk!AOj-{XoH{LHMQyC0|0CZsyoM)Y_^C
z3ciL1eW@59yai4*YCKTz3T>H_A<@^8Vn15B-=4|QlqGxiK#0(NwPDzlsQYTXrBwIT
zrbAKq`)bR9SohTy`~^E;6zrvTS1*HMbfuGwbzhD3s{3kNW&=I}_$1z3!@93_08^MM
z>c8NFeudw4(=w=0_tnnV5zXk0U~@CP1+4C?9bYBkUV!>rFx^+9bf`tsMshIrm)c<Z
z)1;>NjzCLT{r&>caH}6>PPO_yh-<CsgXH(-AI3aw)%e7*UVhq<`YCFB){$4<37_ET
z_%@`&JQUdUxlKZw(MPo(s*Ub)Ds2aFttB0Sul1&@-7(3i(uE%TweOqGp(n%I^SxUw
zX*AtQX!=ig%oq}+25dns={4|r)BWz4d_qZ=6Mf+ZpuXL%n41VC1&)VNk{-#Ty8Ua#
z(B0ld8p5UnYSpJ3w;XA_OX!_66PA0wiZZ{#LN@A393{NpL?!T}Z3%DDd`|EfYy433
z36y++x9c2@b9ct-dyI{1ft^RW7uyZSbh^^&KMBD5OB6pVs2ec|7jJWqk%U$V*OT$l
zld2e3lQivIytO@zG@Q?MWBe*`T|7oCI1<vQ;bWF9O?w`%*V9yd<rc^R*Ue-6y|ob1
z*Fo}DOWMf93DApgqVC0pwhmg;cLLi@ICn+h13X4Y;Cy%d2(Wh*u5&;d^p|Yj439Ar
zl$Cr7fuEI-Ch+kdV<2!=l7OBz!CUx5D49zAy3%6|T_c5hLSPUHkr#Bj((2RZ&RfgV
zi}o?PaX%TK?J*MP%Xa5NsF<pd@uG?`hxE?&81(ld-1r6v+)hHaUZX#`X`aV8UnVs@
z0fFagXmWcXw8&%ZR-Qi&fzLuUxjWq=zU|basj;MP*T9gb+q^L}Tq4eH_crA4PRb`E
zDF(Y)7-Fyz{p1+rnU|ztqs((<3WOYUg`6hlN+SvqEvfMe62x3tPJ*OTsA2CWO`Jd|
z=E^ogNtYAdfV9AK<tai*ftV}2u}HdNI@K-n#=H+e^kJR1E~OQ=lXqrG18*at-nC*h
zd@Ue^`Zy*O%`7|>jI5={WX8}_zKzddF^<WKPUt2aHUwq-R51CCzntL+<{{$`o_CE`
zH{e=tT_S2-t!mM?FLo{K3mJaOUu#ScjH0c{7!6YMxT-~rU5gvEKI|uuu^#8eVC*Rs
zRHZpm0e9U>1y9_J-kpW&@9=gtqhYa9!DX9(d9iz~i#KCBUD>ICRN1NEdQ2X|^}hHR
zL{-|8Ix7{JSa0oA@Ls79(&s{Qfi104fzYi|!OlfONZ$&{yDe!e70`2Z-O-x<Phk5A
z=dM_(;7miDqR~VBU0|OoyhbXB?j@C+BY`wa38xCAf(mStSV<FL?G!GROkD+MBNcpt
zb&7=sK_G*K$O}4M*{NV=Z*ql71xw)=Hoh1_*HINRUR1GC!Pi+*@9hw{pM-3^Rw}pz
ziy&)y4gxRN(4<m96XXjT9{n>2d>yKZQvpXvG<72BOf2Lm6<h)vtyI9XH_3}4P6Y!j
z45@%Zk*C<un=~kRvkQdGJM@@s5Hb&}#>d}u*CGTy2`)z=3-hyf{M90V5T>=dY8tvc
zm#$t!Cg-PP+y|SX1~z3{($6zw^ZT96lkKdr-AWQ_#H%*a)u&FOY-OWZ+M}mR8~dRd
zGYgZIY^;NjB5lo3$Qmgr>Aaod5B8E}qaMyi^F1B9M(Unsmk3?C&}F$;zmsw)t1-Vs
zmWum9_xy}5Q%PxvppfY^9m=Y8&lb3VN?w7C-M%M##0W0-WRDdW_8%NM8u4D^^?Wi)
zDEK<05gKpk$8p~KuE&#y2qcd;93m~|6!ZIXSWF+9S&7BjOm=y8r3+<aAjme59@_?<
z3jD#HX#6h(UhND|9!}`w{6$;~e<w+do_Z}bck9^%fB2N|`E?`WT)`9{d|bXACGz=u
zwuo0Hb8kCX{h`N`I#O8uFGyLd8XGLEPPrDkV-CAL<8!bl#TLd2KI=~b+`r7i83DUp
z`){pu`hyGnIW$(a+PR)Mc&5cl96nWbiZq?WE%8w-^-VW=%@;77=HV!`^?}=yQ(p)#
zRuw3a>^lYI7spW1y%^1$v<@G=b<eZig?Dd9T|00@Jj`tdnb&pC?eGnioPf-K6Az7F
zar0PQf!@*H@w~E+82!j~G!_}nc`OW!S~3ROau<(98<e!?DI|QwmuCOA=yuTUxg2KE
z5G{rjuaU%9>sB~7^MDFpf7%*KR(OW{Mb{otIw+D@2YanXaGB@PWX$hw&)XP&5~x(w
zh_R}1)3i%)c%9V=*Z&(UqB%tOtjdK0uEfIz!%+9x62ZU$3s|+zUl>v~&3q+*k6(1p
zRWO=La!}*H83^-AteoCmQJ#-)6$&;|le8&gyT2{O*tCJU)TGw!0k{CuV{Sv7b0HTx
zBzsZPo(}?INcghxC)oGbPVxMNj7C2Gx3ikgBIXyE5EM*X&;-e}8}8@>8bNZQVxHJM
zPN5%~x#&ir;1G@pgymhRfKt1yphmVgKgM9iOwc_Yk*P_+qfqc)$Ia+?j+^e-E|8AT
zl#Yw<&yJxMX7*2YaYF#BRxOMtyOowOo!2q*95#3qTCa=~nnywAzqW2DPGjc3J>OwA
zrD72-Qte>NfaHe~{?N>wFeC;ccn%qdLSV0IEF}EdL|&9a=YcNbxHBe!w{b1c9Z0Gq
z@VRP@s`PprYXDc{5N`YgJYfFr>4`8SJ8F-R9;j*A<JpkI8Z;{!N)V1?AXp>RshCHZ
zXGrLWX1d#ng|6QJ;q6P{t17Pl?|nCuye#Ae5=cS<2_fu|Jt07VutW)qAfQI7eT3wN
zM6)${VR0ASYF)skT8&GswzZ-^yH~7jwHwxMw*6UuU944XYwf>3t9JQWm;d*iGjs2K
zO9<`n|M^F`_sz_iGc#w-oO9;Pa>449HUtFB>Mo#_`GF!70<B4>45=6IG%ysfdq5De
zkTbu10{}7bhEOX?`<1^osKmHTn}!ifV)o**1%U<q;pq)RX=PSy!~>nNGzH$tZCLjr
z7?KARV0pmR;=SXNqZbsXYW-=EU>!ydmq=2r6Ay)FFa$^*d;?7-l=u3p<&ZoGU?}rp
zVJq|SSpuAbp-X6gV1Oy$0rO6;qHSP3$kmPLXF}|N3z&;fJQJCY$vl+yx@)jS05;2P
z<Z{K1efiBqrH!ZsvFwhE1@rj^bIi!|a>Y)OM8jsj3$;li;3klq`0`PMgyo<)NPS}Y
zUGy|+fXW8uVk<eC_)}9^3fMorjVk-&EATiypmssz5Z`5>JmwY(jLEyTnKK}HA5sms
z;@AUnxC+J7BUaIeFJ%JXQzm5SBse-Y%G9P7&<~$!K|w3?I?_29R@JBw#XNv)aU4U@
zp74ytVr5P|O@`I0rGnsTD%VWwWwg{jkJ3^7Cu*?c*;Jpo)_qu+$7`h`UtA{qU9l;l
zBE%|O5zgjKS}AB{&Oc8o^5+t4#{lG3AmEC)fL7)iQ-xQq#5kvh@aiiOiC|m{!Q&M-
ztI&-tgzC-N=(nW-MSA8*D&*)+ZMRW6ADWddbhV#=y^41KHWf0E026z`Dmt`<HNc%g
z%bI^T#uLcN<+CXy8uHuQMV>x+x%g!24Gh_)EKj`|fAwVxQM=y+R1L;kHvnB;VXUu$
zQXbQ2d41PqLX|(CD^z)yvL&#NN0nF>&?D$Jupe3FHJ}Os9Op`oCkLzT9;xoZX|VV=
z>*`X6dd0a+qD$)CEhYVUiEzqk$i`!cdTUJnsO|-YGnxZxA2jqZm6X_RR#5|${Oz<?
z2F04c32@S(d=$F+>NctEEg<r@O>L>QUTr<%Ft-Hv=b~fpD<kKzb(Q^FFllkIo%s{6
zjNG#|o$lGf<3*rLnflL6xi2Zj&O8N_nKf0}nf>^&^K?uf7S7B}DL<AeR~I~=DOVP}
zoGDip9M6=i3SP;Ss|tRfc`q7~QvQd`$ML?}?(ErPmH(&n%9WNy2<TY2y&IVMVKqEc
zkDuv_GuvQglztD&DSdO=$06?R8vu9<{snGAGj-C|v<D&T?FSM41(Rgo#pzE|*0a<8
z2`;doM%vFzx-5uPk&`8T#Z;!!^pC(COg|^>s%r(#ejC8*bd>c8;IiqLRYmUH^yaBN
z9IBp!m`-0QJ9Z`a&a~Io!3haayAh8yZf^QzRnfMi^i@-NjyIi-nWyhg>$yod)b0Vu
ze#$^iv+0*jr^99WBYjy3@2@DOv*PLd(q4vuw(kVYLv9Xk1ZA_P)26TV8`3KC1f%^e
z#D0$esU=p^J(T=d+LN$U3H~Mg`-7WWN{7SK?+6S~7tprfiTLNv3Z-&XlvPRx#M5sH
z+>1W6R{-cVKOj$xC|2+4=0<T9d8X=esFhBAKkb|Vl~$EOqbmjPx!_ZJzdA|YJ9PL$
zyeof*NULZEkf*j!dwZUUyU!pfR|M3)2DVP^oIM?F`ZmR~AY}fp|KWZl?JmlMc%WH*
z{lid_spl0vF;|CwJcw{#Q6+kj)1Tal@L*BSfDX@r97!E6`mj#td!SMq>*>^e`s8g8
zjKoo?OX`1xD)PEX>Wcb5fLcN7`qY*6f5z`=XTXNGQ}<@~QHC}&KXu=#uK|Nc6jvHp
zOP)*zQ1Ct{^RtjAn|K}L0Y}y`0ux_@Ef)NuGqsdD>oY+2DE<XL2$R98<Fv<|v=<g2
z?K_Bn)}*oNsQr<TI5ij506>-|jyY*omq6P81Mv4L%K)L{{no+%aB2n_n*EVKaMB*$
zBtZ5Y@YEvw6KL@_{=`WOK}21E{Pw9x+eGPHIZ6KoPMn=3Qq$gzv>}u3_eZ|yq<wir
zBe@O$HyI$kH1P)~Z6VTGEFVGImrc4x!rs0=J83zP(?kLLSpfWsfT&$I{nGx(hn+^>
z(!`riTJ`~5ZVE^r!auIOWJx>sGLZfsPTHyHX)b&o0O|<H!z=#Ccb&AKr)f;50pRR7
zOuGqFASLaCRT|SU04|Bc#Oq9HDQVB{v@Ev#ZwJ8L2FSB<TtnANr&=v}1X70C=XFrp
zWgjw$aaVz1pJNEwuL9YB6T+XtwDs8MhVzl8&cs43{&AZ98v+n_HrVHF=n{{8u30RQ
zb|b)7P?lF1n#KjO&z~9Eu+OJU1jz0JWUmYDvd_>AI4_Xjz6xpAQ94)7WuHYzXRGLw
zNc*fwk7J)l&elkt0l>2c$YY<UFezjtuOaPkCOwXQ4mIj_<$#Vw_{Z(C>6gboFLC48
zoelQsgjV9puL00$l!YoUSzPvsLfUfS-2fOSAflHB;*~A1&s`8zjOls++#ZL?u+L7V
zF?|jIPsCv|?DJ#T<J5ij&jIjj10?JdGf%>mvEYS<`(Xc)BK|FCXcX}j2pv1W4T22+
z0+;Ot1te)}T4yzqY7o8LB-tO~bghV;4<UUk(#|#Mv5J`HH?~p4bGHhdeGtGmP=--T
zreCfirZsWfC}MU;8%4Yra_UZi+E3!~eK$A#auqR8g^VKJ+$57N`wap{d%0;g{W^gn
z{@6K4E(c7Vn}Zuc*<3|jhq)Ky*@W0_1V}A$6)}lKN<JU|KIEpB(xxgX;%nxhgc}ik
z2mZP4QmGsjWtGy#Dk$P+q}$)c<L7=rR>Tym_vKN4iOtPxl&o`J1r{rvw$e>If~t}t
zrWqh9;Qh7oUaH>@={IdFt1Q98RmAhB!(9)e*X{rY-dblA@e4PD|0$LnGGgT$Mf}~V
zv5NS782zkxwIco^w2@yCZ|RR!#7AM-QMysYv|BCxZj@ydF>QJ?iulJU-YDYd@O#>|
zs4^+yzflIQh(o~O5rq{owaQxZLyRw$q)SmpSCVoMc#?D@#I0Qm+AYDqz@dG}=qlpb
zFw^bLh~Ht-c;&;Bq!%m!fUAf<+bxjx0f1jaSw2qaTt(c^&_<Hp4Ksp(>__pSYl;Qh
zm88GA5Z5Chzx`vRJxA$WIaiY2hjey5y^gehn)EnHddSg8CWGsX@J}P*g+VCd0;DsN
zdZaa*^f*bn3*AK&uy+6;LO|3mn|^tc)VDAQN%~xtF86u>-A-Ak@{+}sqzC5e!aoOq
zCkV*H>nh^)^EIZQ1K_1NOh%H@=0tABI{-*SZ~HMBN&0^<I(gx01_0(5Ad#fR6s(BJ
zU2UZkt|jMoYWDdAEO?iFNM!jGF)N56AlpX>KS%xTvd?eO!}bk`|CmX$pCABN5g&<R
zpY^cJ2-1EMkMB~JZ!)w|#P`OqPga8f+5Zj5zq-&a`<y<2D`bi0p%0=&{FBPL?DI?X
zJRb(CMA}l59>+ef!Ukp}+X1k{0C|e|)1?|o6ls^5^f>le3=5pw^)Ue4Pe9Zzn|^uh
za|<`lDB@$Yb-CXM(9bCgQC70J?9&Dz#Vz;?0Nx=W53kEUueWMUQ_zVs@XwFQuun;m
z#<UCorx1`2lVKlXe(FAZCjhz(kTvnAePENXJL#u?7-?4`{t*5-??UAgQ%P}8eH3kF
zXA-fGkI|_9nVn04p*cm}Q6Qr67leRZU@`jL&b=H3(8J1{U5OkYOHo&6ie;R&Q|F-h
znrl$nw4%WeE3*hSryMtA%Me~+a>Q`HO%>$_T=}r8D95Vp(rbezM@$p!_dkvt^sq8t
z!BC}kTzG@D<35vPtTL{#Z_bx2b8nO^uIDdVBdqzQ&gECY9g>sMS&vsr%2nvy^cPXg
z{9sBML=IA>;T3%N7R+t(@-IQHf(tRCD^e%Z9ro#T33+z#bwsCAD{?+o0-acFhu#K?
zC5RBt&B+1VSN=S}(OW2*9>_>@-kf|&d@C?<FXHH*&5u_BV8AX$?EDmUJ&>l;@0`d*
z$nuKdqkGM5iWTUb0#vo~pMfkw@FYd^Ll<}j<?f#dh~)zDvdO4x`rJ)OTPtaFGdd$>
z6f3NpvjAM#Cy8`jdQ9R(YR2<YC%Qvjs?)Z`M)V63owFHiR#|I@=Amx1+l-G;*c7rU
z2#OFvbN>1ffXx*!x^`VCLMQEgusIjOPN^)nxuFjb6g_}q5~0XD8;Pe2if3IE{L5b)
z;mqkGYW_~DNVmEBsks7Tpz=?WMmM~3nw8UjI-*Y#N-U&k?lZ<r<OZ$20U=enS0Lyr
zc<Bb6NJr``9f$dW?uWODUv&TdC-uOYlJP1^V}{{Qq#zo&3eOz6-oEnV0!CNL$AjhU
zq$+j@0NsKfS4EqV<$Rs0`LICIP4r$hHNex<WgirPoK6EEnO_32Dj$?Iy0%_2OIjyP
zoytYh0h=i8Q5z5DQ|{`*FV+E|ow>f7(wTzPOneMr4U*2|jy>q2m84lSkaUof=puZt
zx>n)mVF*^9#RwmZLl_~1k2Bl-EH+ophc_Z=jl*egyV=~Hv?&fWzbgXM){gdBja6wJ
z$aoqGrYb${RU}&(biHR)1_x3y9xFy5lLNtwNf`)aaUd(>8?be&CU77p<M1#7*&N8r
zxM&Xo@}-S}jMXa;$l;XYj1myJY9a?pGqSHnATNuKDbCFZL0DH!4iOJmS?LyPSa@#*
zTJr)ohQ0&9<gp4j0kAT{l%cNzc%-(eomOE7?54^-CMta`z$2<oZ=}I=4(F$@2*l^l
z`O#{mpCx_0f&jR$`4<yXk8SF~!dGVk_Ul|j`T~JhmX)&%G^pHfhyJt^>s4+V{Xz#2
zd*o~)h)eA37Xd-vE0Ej_Q5Zr;RsI)Ol0ISJt0brAOri86_C%uH3o&`M=(}+f06r@>
zozq7TJmdmUXsrUk)m(M@7=o_^CS%U=<w!3Tfz&_%G^(wf@9al(K%(iR30{+hyg9$V
z7yzj@SDn75kbwB?9spzt0DWd50pN0C;*bE)_ZI|!2b)yw=Ok1%$VjCRGjJUsrP@H%
z%BaNChZ=Nz(G}E`k58i)^%{M<L8?tSElIv7pOUFx=29|`Ur7#4M(%G<qZj3-FFkmT
zwu(6UoB8yjO!NT=uSHhTVwho-4^5*N<)-gK_{-+x2lMGgx$k##OW6e^lYTsnUX+`@
zBH=HalYf{`FUn0Hm++U}h%s6DKhx+%xl=)SuWaeAB8K^UKD`J9t&ez(*Ik-HBjPeU
z?@e$3t(yoEVZ?1PC@LSbr_f>tFL+Q%Hl+!l;mbmxv6T~|mVCo5xe;*m&%<Hh($;`;
zuC?oy(Ey>Z7-R?OlNBL;R&Y#+pY!d&UvklnG*8CoRREJ6>`A95eOzFEPTEr)^iqo;
zx#kCQ4r8`5KPBhA83aLh=6}Tg4xZ<H1C!*^#!R}#etYTC0=fYoh0$g0p<o-H+4?Cl
zx1pWE?WkLIfqW9_Tu9;S!raG@D|k9;Qav^IdHP**2)~Qub4O9spr$}Ro3wQiei!C_
zpI|Q8hTl{3{z||9gaK7kB%eg;z8>y|1qG!x;+Hhz_rk(P`h5+^S-Yr^tdHO~38td3
zn|}ZLFn(7TE~MXAT#4T`Q`ge(njHMDoq7)ap1T;o>!wEO_r(y!wM(ablFDsE-D;b1
zNq_`jrm~jH?>8}UYFEhbiwOSIg6jzWEP`(>s;A#C5&U}j{RY8r(D4x7wP#7*-_q|L
z62CMJzax_`qq5FC6~DWtT!-J&R-x~9*3|~-O7@I-D5g$6fMjJ{Gamu@08%i+0&~`_
z;I9<rWb|%8U@Zp<GCl}RRoB9S(u`Sz;1mwb&A5UPoXUZ!jCY0*SjU0Jj8e3qu9XAL
z8T;E1SkHlV85iA%zy|)#)Rv6PD6o+Or)T_QJp!k3U~9%NDX@hD+cM5Z^Xs;9V0*^K
zIS6d$z!@1I#(bsj0~|Or<7-<HIEMpgWxPcQ!W?MJ_&EjIIdFEy8HBBa13NO-5w-{i
zK9F%GVe93<IT=R@TOS9`wF-j}^>r6ylbWJC?Rh-Oao+9}D8Ralr@W5n>>yo$A3T7O
zQ(rpaRS+RN80>==+CDYdu*|tI8*GSR#;qu*p(&jJtd&ENKC59l2U76yFu*jdP#FL_
zHK$>Xb7m#vottNEHt~|q)4~CK6^o9CH=LqYNS;j&UF%INq*Bglxg;}mp3NLUp6>&u
zVT&39*wka_)P`A3=<^6<2Oq=pdTt=yh|g|J@nz-&&ZRse`(L3ndLRdV@#F?O^R{v%
zpAncuZ)zG{pf4bWQSeYhg!MFCr!SN%+)uIHY(><0v6oQn`K)#6s(pdYx%gJZRy*0(
z0x{jZ@70S1s60MN^|_H3iW^RMvWeDoJHPZ6Q#)tE*}$_mz&-h(hkhO;O~W=PM5Lw*
z{B5E$KdhW>M5@~yt|wjU@6AE1oa<3w!+l~5(nbFw*WHPSm2*4hcMW$)=9x(Vn!gRc
z0dGv8&jRpAf#Tb9$i9OJ+Z&ibUkngQ-u6}}qP{IALi3vx_^v&Hz93*<f*M(c$5$e1
zgb98N#d3}47rKj>xUi}j0FN@2=|ck^fD}-;4nPfG;E%Y_2MFTRa}HdJ^a;`~`Z56n
zSUFimh<-rmK_4m*!;baUJgQg@eMO+*ZplZ>|DKg^<;<l{ILnz%yh~dGe5?C~3*ZB2
z7%V4Nrd<M3T;cEyh&{%Nk@gJ4*Rn7h=3m1PSRvA0f`s(fh)fr<bx3;*ymYJZd_sK*
z>*MEQlbWyE1OomuFyU2--<^VH6}}7-6#gf(2z@s}VsmyvjuyTv1BO1Mprd!)gy{Dr
zn&_c%l(r)J7mQ<#8=LckGZ6cl^z;rddI{)J_*=oT$3)xo3q4GqbjUgLOh7CZPN#1(
z2&HKhm^zmN;BVQ~fUi(G^9VhxoKICC>AC=0uJj#;c*c}Q|04%b?=S-T$b*MKxAXoC
zq~kyym02>R%axHuQC7|e76IUQ0<g>lpkHXjE^5TvmjU9-0p?TsV1&l}Ln6wbgeU`U
zblZ9=@C`jG9)s_zaDp@8MoQ;q6)xC<sGGPx^mPdx8=+phg=6Vk6J9f{=5-B7`f6YT
zeS1QRZhi;dTUcdJc+EsHU9FrS--!4+DVsh`!Qeic&!ZN1lSxtdFq5n>54Kq0<1C44
zDFcm5D<?Pwu~!OBHdD0MW7)wkg5sedeU&1_zk~mYPF_4)EPyY-kJDH+bw4s?2af|+
z;XPL&^&V~+efmM12J~?Vt8g*~YU5(|C(zd*B#FKsVHM_6Qr#p9kS5Vo`Z(dbb0X#b
zts8sT{x#~7?wo#LCvw8b3uI61L%&V4&O=iIIXU4dG|xVGtJz0pt=x~FSuX-OW#t9<
z8KR%TjOWYYrks>UEzLTUvIcUUT-ZWukvqT}Kt}M(_8z<pWu?>ZvFso{(+TP(-s2Vu
z{vJp}>|+bo+yV@f9R|4^AlX6MI+9L1OJIR+r3iYa(<YY?W6BOvozuzj8RDPW{QZM;
z`qD%wNFSsKaYQIcpK%BUr|^^ZafE_1@XQW2=OO=F0I%SmFsKm`;@_w&CDMieq2Ny@
z69`3A1iypdA%12D>ALfDy4^lI_%582=_?t!417_+X`$e=uphF6w2w9Y98SEZkg~te
z&%c3~6`UC2XLgWc(&>)Xir`-u<OQ-n&b<}$us~tjGK`Z_3IvLrn>#?}uL1I>_!poQ
z`xJUG<@vVmo9&sakTlJCeJ0}VKLYNr23FQ(&l-Y$4wR&w`av-RY!bqG_{aFH>G`Sn
zSsHq&NAJvEgrr83Y*Qy$)AwfrW=2{^t447;(%WNTL`_Z426UioVofJ*rbDmW7Xav5
z7jPrhogUWopPmlDS!v(=fX4U<06k~`t?6&|BYAe(-q||&DI^{9k{29A@|?84H0k8u
zBI);D@*8lU2j&*s2veT#BezgwD*j1}Gge{L1{UP7X3m%nIT2XM!yzSO@nHlOaY``b
z2h$O#m`L54gYF##S<|TtLP1PB@Vp+R!Phd;nb|?QRT3@^@LM{q1c!p>aU$*aNvFLe
zAx_H<()w&VE#HQMv>cxuq%oFG-tcUWNT)^R5XWW*Y0Wa7E<gzdr`FPwB0|9({ChV)
zX_+(>{0yGiLArk;{Z|05;Gdx&U8)h{-`PRBE+C!mp$G+MHV_C!R0Qd^hY&xrgLIrf
zy?7s?qPscL=`x2<aG0SfEfl0%7BL9W)^xhzCKNmfb3GJ%o1a@zxe87U@iRL}G3j)n
zR7H@k9}ETmi}Ta*`RpLw7myvKWwmr#2n+>pL*=rAv@n}ai+&+a%MQ|dNII?cgo4xB
z34+$%(rGm&#A*0OE)khl-9o{mO!e2#LIiEW2yq(5^e|<lEv@PAAUZop=gHIQ_;HA1
zD>T9B5J5VfSIiFnqZvQxR3eZf_7?kQbo#aEtXu7mpysa>Asv5{`3bHb{iyw5A+9jg
z@yNn|_ULW<afQYJyc8)7JVpYCd#AkF<qLLO<#bjr{@cy==+BUoS3ih73TT}&aJV~l
z&WEtBvfi$s$iU&9Rym!+duU@b7e~X7{_N583w)VV|1k*-dCM-AOx;%T3>aE-0TTa3
zX?wIDu@mTf50xk$1zN>ZmO+sq_8MIXGz|aQqwNNEf`-kavwrbkv9?E_2AsPE+~%FN
zR1@A=OFvRWsc6*ucD~fFE%lRN6oktqye0L|=y`;zB)rbbqVt0P+|bPRD3j`-(R7;6
zr5HCFM+6s8|4~Ci-0fL(Qt+EPYonXB^+KJM6xXD1cpse{tRjSg!)*xfw}Q{Bc@o}Y
zWzkW>_^*50qn`p2ZXFdF*Se}ewp2v7t}0L@Vcoi_z#P-MeA<Wd9pH-pp13{wQ^a!b
z+{fMDZDqX<@&Dd>p#(+-|JkE-`q140A>_Tso{|qTqB%m|d+hlV))lzNUaTuHrxX*=
z%um~SlfX|xIXcBrPRAl&*F|}pHe`yTEwMAg(AE<+Hd6VNGm8#I#(zfL9(~H>p^?eE
zTOL4+Y%>LlK^zL>!?&pHs_fnw1+?EZa2S?C@!DmucL4iQT@Q~L|BP5BjbX-Ox@KVl
zjJiD<w$vrhRKzlDz%VYI&fKKo=DKiUz_|;M!WF+ZT+uCD@q*!somLhd)r|k<ygm9I
zAaS>ay1Q`QLxZV>Ght>ObLI_zexO<EbsZdDCE=Z^m!sFRo_2C*_bUiuW&ItEe!8`p
zYYB^;|8S4^C8#Uyu_v~2_vlZdp_O(1Y~i);DKxUO&R-$Hol|IFW%W*#j&FmY{v<jY
zIs@EQp1u~h5b0vP?rujh+!{J1D%~B)q2JuyOOU5c=Rq@c)qZaBkhXKTKQUY4P-&qq
zo!Js$Jr0B|vwrPlYPKw(tw({w&2z46MWuh^Or$HusMPWil)65lrdgNj&ZGP+4RAcl
z6M?jcYXLwSbjCclx{Zj99b~jqs#wEKb>TVz2PSBz?|RMto*9sIy!F4=H8YggJ9Gqf
zd=dB~yFeP-Eo1aY_ACkS6cP9%yIR6+=%m}1qLb*L>~D2xUMHnqraOr?xtlRbRp3tA
zh(5kT=Q-DH&G{w|jY(HzklpPU84~tH28qkS;dKcjBa2SpF4KjezxdA{ecWFN5B$3k
zBL{Dj4SbR*GVrILX<5Gj?0k*W8~DFREO*yyq9U#0Ucjba4u_kDEw$v&9;M9^4EqZW
zi+Rae;HFQ9ajn*=%?t*q!GHGXZb0+!r&hcB4^rvd#n{!*Ovs2f-v+^gt5TLoc#Bm`
zJMnKs;x{zLkc;sl#JVDYD{?!xu$vp7en&{?xzoy;umU$w==?|A{8J8~A~eWjj-tsR
z-#(in(HSzxx37?3vkdYx_=JRW_$!x|{gwpGSw_HGS#%ouzEhgHkPo><-D8TPD!B)Z
zJh8=s<qytG%>goc|KKc>a5FP()~ilFXGgIj$6j?7ksNalKYHmLuE$$Wf#hhjis^jA
z*HG*Yx-xlgWu8GSlj}htmz7V4CjN-nsD|~1<=^9Bv*_6N8Vy(N;%q;tX_-V|UOY!6
zWSh|P;*}EIBDB1uNJinhvIXlw%0rXrd(wf!16B#$JTd^hfvfPyBQvTT8fJMo++zhN
ztC@V|$O0;OdIa+wyr=4F&2y`D6tTIC<8XKGJ_N|h%c4``UutP)s16sl`U>3ys*fx4
z-9v>UVc&CRXrUo}^q#Xs!dk+<?@ZRskuG}QS)e7YmH%IDxa}T=M0L@t-J+w2<sP|8
z1Rof<A7^2v(k58cxPZ>RkhUtOd*f~faF<5mNvV4cibZ-bX3@=?GZTvX6X00R;`<Bp
z=-N%-o%8ACXz^cDLv{v*yXV{q#pe9ogh4SnF#pP0p%{9F|LoDFR{|{I1bk{*87!VP
zb^*;tfK9CIHO2r1wz5;;mDAWfseT`@jW5;zCr+yWPn=Z$A5W@h(Ruqjbve`ATE9rO
zru|>s&*l)lSh$a-oT6(DPDJjlI=3futFF@8z_qq=5hF+IlL=i?8Z30n=}`V!jnC`1
zPCq^%7{Y=4DUt~mADzh0*LgfjeII#TN<jp+#+|_zg#-O3!obsi687|;5f=G$nBz5I
zeSS?d(`ltkt>D#~HAk2=$$ampa~?DJ$Oz2HEV>ckGdiDF$3f(at0M`1Hsq;Tw~nF&
zy*f%bv5v)0K)2iotfRUtkA|bBjz(!^tpSskYdF-K|LoDUYtZuv=Shvgr>U<`;7f3P
zf&WY{<_xQwxro{Pq$%S@6y@qBv1>wssr1oQj0l7W>3Yy+-5*vK9aeovBiZI6p$&$K
zCq3h|#u@fv-HjrV&a{gptR>P}Hs79xmWf1avkS!dZHC!HK9wxm5ZS8>_c}iR!+Mwy
zwm5zLv6PimH&<WZk<uvPEml5#JEj47?_br-4LRmECyH2>avvFCN;50ri!#&cb0x4v
z5gxV>t|W&xDc3n?uEmevrcQd20ots5I(zpJ(447}Z*r0U46!c3*%%@?nFaZ5gEp}Z
zZs7xC7?-QkZ<(fNMC(8bx?5tF#_cILy8B@)L*e2%Vi~x~O@gj+lfFn$ZWX~ft7vjS
z$>nq#MZPZ8<LXOLDo+mRq6t(RbHPXs{bsw9?xOfYvyiyMrNUoLO}W#|f#x`lfew>e
z$>bHcS1ggRr^6(yIR-k+a7_M|)1it#f}?4==+$n~d_4pyY0n5_9Y!ZA{W>fZY(k!L
zx+mjQjbwp~<Z__qHrFExZEnZ47<q&lZANexg5?r~8o3Z7Z;?jfSu76&S_T{@67)@A
zCKp|)@y^O-F39WHV$99CV`HoquE47R6_vlnHeL@IU~B9(V!()u%35nQQk$MsK_=40
z96#5^&Ei5yDC|ISE^_y#4OA8eO;PFsZCF@YcR`LkpmW!_xxa?oTqAtab2{CJjfQcJ
z5U!N4)Cl2~5^m!m?|jEDpii}c-3#);UxCBm^rf}fR;J6C@0Rg4$`Il`W0%s6%qRol
ze)|4%C0&fnUb0uvx-B~I0yppS>l6C!z1Y5c&+WT>`Xa+Q$WWotl(}en5X%F0SQ|3M
zbOh)yVyA0ZZwBx%7kS1YFUiLlP=h!t6cUnxS0=P#xU6XAQqFVBntX##Nr^9w)ITdJ
z`XNdRzBDlkJYSlG^~?>vGzqVRTL<NQQkUZm<@G3sO%6tC9Eg&s+sY52fjt0;>Wp5W
z--6i0cJ0%?y`3x-()Z04JF(3wuR@uf8jDA!r>S@n21E`sDb{b$hOQmV)|oKb<3D?}
z_C`H6Vnm5imRf+A*^!nX{@D=}PVD3ez6H9}<(=itT*4$N2*YBKN+N@duoTc?PU39i
zn-$ck=AFp=Bb|AXoB4TUj<Yi;N1UAjt5NW1I|Eju#w)%6Sd9_}4e7F&Cv`a>C;!=_
z6At+*={i6(QmcGBAU~%wd4yk0nTYVTm{C9vv`oLzBDz&3sxx_3^&!fXaF2{@RckD+
zRju1$WzqdJrzX(nAHWtzpCon|=o4dyfj%*In2$bLbZgCgUCuO@J`LzUw-Y^cfp{G^
z)|{eiZDrAwH4_qYM@?=jH8Ho?Vz7tl4x3*!HFK%eZrLwT?lJ7Ti|0sYS3gT|JpEk0
z4;}ggU6R+Kxi_ICqgD+|>Gw`6|Eklm2?`*i2~|87u|6|IyD0YYgdQ^03}jK3FmyuY
z*k_15FD#M9J`s@C+M^{mYcDS)`|O)tFshuxw_loCvKfc89<s~m19#5hLzng-Q2$i`
zvz_A{zUESk4Xd=z+xcQxZJBfPJmmSJ9paD5!2|WvGZ6lg2{+F<6^2;amj#|Jvkz7x
z;wu8c{)eBz2uXX)<bY%K^<3D1y7o)luA)nUV$HOzh>>Q9;`ygt9AhT`(_XDv{Je~J
z>@01pwUP1k>T(zobXCzubvfQ}eVog|{ed)1W9q_@PK9FtT3K{aQAFqQ*l7MOnvKYW
zb9<Q;w(G{jRYnWM!V^h?@EQqw)_|5I+RWZ!mC$X<jX)mQj0Zb1$W`t-GWZ(h1yuSM
z(5xZ6n{?gKEBt4V9z<*|<A5V$6#}G)v+gUv!kUJyabbUtWY<uT9`y_b344Zuggrxn
zKIa`{DA0`)ziDh{?DO3+X5Q*E6ukZtL!l^F*N?vYc$dz*+RZy)@{$XJKKghvE{Ku<
zXhR$20$1a~L?ma4RYTaGg&pu2yl>KFWx8d39<jNcjryG~pIWJ5wz)9#KdSqk9RfyA
z#yNg4&C>RnJI#`?H_ei;H_bARpDg-z-UMB&*G*TUSm~x`?V=ca?pb?bj6L_P-4tWb
z{luQE?Kvx-K0EjTF#Te2GdHN#Z5ACiW06y~k4P+boO70Z{hZh*#0$h(Sv#?GsdKM%
zb5FSqL`n3Lu)7x1KSJ)G{z(|qKl*-5J@Wpfp_y?Vb1@Dhmg^&i-8!}_Y5K>XfjQCi
z@2j963bXR*#P?@_<`#_{<DdVqmWNoDE3YDgr+)+|N4$Lolso;?eaF*3+HeDFg(ONb
zNff$W>`GmNCs8KcP9;F15V(;jR4hxB;yQf1Tj%k-09!eawogU8!3*Ho)#3$^x?nid
zm1KDu34ZFPJ<3Sn;~{%7&NMwekS$iEHcd|t6iHZ{rl$wyNO+x9OeZgY1YD`Q1g~ko
zLM#*M>3!0i5;|`CN5lr~kLkho6(otodd!*6=WJ^zTYDb}2ADt8H*<BTNv&bk)gv~S
zaX@0dNw~mrS#(_fF%4Vc!d?zoA<t`eSqynzvn%PuI`T5RWV~jtkZA}s4BgIlv&QAo
z{9C}~8oO++W<OLSB$gGs?1!|=7S*Ba+IDFao+7BYLkk3w<gOwR)A!;zTD%))wgkts
zC$i|mw|~?Lk<N1){!x?^XPptgIO`P?5M3zC9$L)TrMipx62=6CZixG%F30QPXQ)NS
z#AfT2b}&dL$VIvp?pr#ON6G9vb?eD^GnCYZ9Jd~nlprWcH^=QrXx|>7h-)9&U)(;*
z>Q1n<k><8fTWN0lq#U%5E}q+%(7uPLs?<Kp=eAFfpnY`NT#?S?b@S9wWJ)j_6ZO4D
zBXS@5Ucx8P_jGH_Tp$mu#Di58t&q8+hp&sNq0--mD|#2+@6`%pc%x?+vAK)`qo*1H
z8a?H7A>N-gtY?%yie%^LPS_ZeVC0Fbrn`WyL_?+m`a~7Y`19!-%Rd6>4H^M5@Si;z
zx=W9LvLQ*TXAA(Nl~y9g!Irgm>ntdq|8BF%C*TCqa>RAlZCP1#*WPXo=kd^1ppG3u
z7>%0m3=c^VJhUU%vX*ERo^ZGuC|u#-nHrFt5Ds*&lwUZA>CtAD?B9Zm4UjYNB|Nwf
z$S-Bp5Vrd}@wFqoD|A_zx>@$<ONh<oY%mw{=?l&|cSGIOG&2Mw3;)@pbQd6N8A^^b
z!a=}QY5hgsK8p%jU8Xw*uhN*jk=Y3Z%yQo9awNz2|MTg4(ANRt_3CCW`J+++h}T~t
zmI+JNCkt=sJgrubs~Os>DkjD&YARc`w020_7Mxd9okU>mkTxzjzgJn>7PPYHn!{&w
zk)Hdi@E%=NvWDG@4be5?zLIW)T%J^j8wqso8n?nD$nBatQj)exVeUv+Tct2}bWOy4
z1#?GRrB?oB`REQ{>eBdYUHqR#EYo2rGjXE1lmGZM%la{(*6O^T&*|4DuXv`rt&(ro
zVL=43fxqIx?DNuI6jeiz88FKW?uAIycsy2}f!JKm2KFhr3yrTtOkfEfjN|i!V*x>J
zTnzsg-fvemBMQ=qpX4Nr+zT9>jaZPrH+M5)mR2-d^!E*S9ysUYnguD@XXvblsEL^e
z(l_VadEmDITtF5~>^x8`EN>nt=B76fl(07sB>0$lAOXb81GT|wm9IlerLMg<&^Dm<
zt~2s{`mS}UhVkTD)+%(u?-w<r*^mqTBm#X4Sz}GTTM;7^5IKP<WQ-AkDWtZsWC|$;
zUmIj1ePHlq<gU`CeAz99?p$DYB6`xY5KpU*<nuQL4>!YBq`i|_D|TAeUlulVwv}$?
zZTEp1q>gA)7`roQpQr3~fbmSY{l>F|VLVS+fcYQteqUqs#@?lf<?4v>jHTcs({bM!
zVvlIpQn&QS4Xj86JrZ(LibW#8PmxlB2?L<c(Rnw!dH-(m>XE=!ms62aYVsDRoeR$Y
z1THYrd9&TTGZD*m{1lT6BY-absYYyI9UeRaK8hq)5z;nHtA?^|It8~q;a#PXVx;n)
zJ$eyha~TH|;Zg)h5$4lpx$Z>Z?FG#YS1;h;j$?@BN_exLLCg7|J&nH4Wi$oC^XU3W
znpBj~)m+aJ;#cwDO47tKuc;Sem(bP_%0KQxXWtL)s|)lvc`{;iIX}%X>raCvrD43;
z^7(*qZBmx@uL3bkLtF-HtWy@u2pjWMFDIa{=Qd!!EO2~DWA<o%8)E&<wTkJYye}d4
z(+RNOG_bOii~gb85uZhD;176k(>u|0w|~eLYt>M;<@2zl{{SkXk$U}8jM!Ypf&Tdg
z;X?mp(bcwX8Wuy0|LoC^0G16dQWdUMkZ5pe`@l80w1FVIV6fbxHI3_F$)YQ9C+Olf
zxW&DS;>KDW#|~1Bg-gNJxG}4y2x~ikos~s*<-R<>nelpky7H5{4P=_ewt@Oo3|7%_
z)Ta{Osp||aN!RJ#uCaP`z6)5n&SYf9naQZLn4WsFhdN7GPxeq}V<zW6RF1QLz!lIX
zc!opXr*yq3FSE{gh64eTuy+jyiAZ8N<cEuKI2Q#xKTpU7w&6c}v>CBnng|w5=1Tw@
zM(pP_>?{|yHy*Zl1%%y45PO4$o$12f9t(>hNEZ(8)^M|3xL*U#HIh>cV4~o*;c41f
zPVKyv!!_Dyw(>tU11lBCvO1x1>7R}v8&);wy5b5Am+KZ-4>)avyT-Ux{I|*2|BaMV
z4eyQQc7wNNga#2BLf0GrZEiDT^!V<}fE#1%5a0R74)L8HJ1*Z9(-Q4-!0`u-*{i|J
zrUu%AvhwfGM^zp~7irjfw{?|><?i&XEfKT-Cyzyd=ncP^{Q?Z~<;WG-f(OeQGRS>m
zmQc1s%@5=KNnK#3Ti`{A&E@<cO-U4`T#J~%EqE}pw}H&6A*j4-ap@`E`!tRU7sodc
zo6Fe<$Hqyxy9zOZ=P47B<r%`UfS}I309)emK1bv5%(Ilw00(CSj^f{dFJ~gANyC-8
zWi=z#$M0GR&+;kZ(*PU>REEy$$;pdMUQdDVvz*VTOh3e|0sVIg%Dod%m(6bG5<hH9
z!S?9yWAm<qr>fsdTa&M618aYvbJXh`Wz#z0xNptVD*<JF*CM#yoeEgxn+mW<r89Zm
zk@=9{eme-5h=vJCO`wWPI>0Yg01Pa}gDLzzX_N(J2>$vOP#NzPI@=sKTNh$;IU6XP
zPajgh5;0HBYG#NFUAX%Y%M=z1jVKH%eIjKheRG?%Q1Pc0VkHky_vyT)Zr&FX^I|>=
z6G?oLpfG*K{9QoR>Ad}J-l<1o%3a3`F3v|)F?|>v+gPj;y1uL$P=R%LxObH?0X#R_
zQ%(svO|1ol?~4$AQM@yBY4hCDuJohGWvpZfA(jmxy8Q2c1in|^%vn4e^hv}rdBhs?
zHg541gV?y0KMPjii-5XG=WTQgeb?mm7!c%Ho08{Rf!(m|iXR38>bw)(yz>z2D;I-=
zZeLu7*qs`-)P+66z>-<WGH-AvHsENuWiH$&05_I1x;dpe#u<&h!>%)WDSG57<b7vm
zGvo5e`Xf`aFb~wxpOE-x#6G8CJ$3ZYc-Z2PF2H8fM<5q9tf!9VAeLKib}y9BhiU5(
z8(4=2^8i_<p4?kNSsL15|Ki=L5pHsu9z|>}=O>x<ZjEIfKuq9PJQx{GDSgNY`~z9o
zUWxZQjjYH;_9S9+IX@u_qQyT#OyDIv7#R`6hm64Yq4U&#;E0t*w$??Kjo4hy&yo;U
z&?3aVQP#{59z!feER)2Toy8Nj<I-ouzL)^pl>ke3XkUrgZ)n(3#!mCVn+z=3tjs+3
z?F6ib^O)yFz`4FpZ*AFZJdfGP2Ig@$vaN)D@;>sOqcM8Sll7=>kqi$o&tE{}1&D3X
zupaX?Ccstz_AJDfmNZ-RH^t!>TJ&W<ELmI--utYy@6M-#mo&Rx+oJQl7?3<=KR}PA
z{YFdgb!#`3Hgm#PB-s*i{!)(kQz)(XuUpZ_8cn7KvqyXBV)*og=;Ax4q3b`3PeV<o
z%usgxB=S#0EO)ExGns&fl^`}yg9q~y(Z|P6l;zHYmURZ+_i2P4KYb9fxtyPvb89~8
zikQHqcrY@uG<?Vi{OKkj!h5?$<_(*N5Sz>S3E7cJSam>5;QM$mGE((EWCR}GjI$<q
zH)>>P4gcAr|3GXm=O<*7CS&UMIUviygOTN<X4V3NnuzAqB05LonB(GTLToN)1CHD6
z|8oQAI$ynt^y5>T8S0xZ>?MFL`w>)p%EBphVirneS?92oQkg;LX33XhmCzyP>i`$H
z2M?~rs#r-tNP-ta{^9-lG${fCpa1O9XAqmq`B9yZ+3(k*u<5A<FngXT6j=J20sYyd
zQ$G(T<?2kIOPomFkY}iN)9a}Ifx~N;^;jt-e8fF)_#EpFJAV&SGxOdHAr<xiM1C`2
zvZiXTwMTyflw}v@0&2oU{!+)`M=$Jq=~9HV`M_{lOAh@mxCFVJ!$&UcJFkqwbS%rF
z!a@v%!h}o{nM^5%uemUF**+^Jmro!&hd+Jcvi%70nSAH){TD8~03kk>?;O7O!ZJFU
zpOVMbb`FnTXx(YkG3*;cZ=rHEnqp5-z3~TY<_ntNiOvu=Q@%R^?;9HE2sTvllv9@B
zeWMPxS!dI!@ck2-k?V#j&5UEROVR87xM*NcslE=m_b;Rq;;7rDWq*QKH*kR_>GrY*
z_91v-Ic@0x^~=gz@V+QSPNfu@m{}!@!D)8_Yv2Jqm>o!#TMMY9PhW-e-gr;ZZ2}Vh
zvqzsrY%XUb#-@+R{{}IESMgvRq^Yb01a%(jm-R(BT#B1HuZLqYVskkgaGXtt-CI-x
z;(j<$Aiti%89+hnOFjxZhmTz%t!|kit$y^9DSTH#%R=HR=kT{KDSHFbCvXb4(>Z+E
zr8@|dkY*#_DMSn~?-syp%o9#*D=VSkrXq2A{^ODzRmcL43GA35rrnlhIKaPSt_0TY
z*hv`Yo{c;o$R%<*hhMy8?U(YJ5skZebcdBSMgb5m5v0!(6XMJC@6`kRvh0ayRiGRX
zrWhHxKDk0oPThcgS$MyYK)Nl6&E@<=I=X70QGEz;8JcvSL>NUZ3tM5nb<DegC7M5a
zg+G>R{%EsC?FWIZ+I|?>tY6~c3W$OI3sK$b@>5XHmdM~RelMX55C&*`2Wn=~__h{M
zad%)U_8#6tIn9WIuY#XE626RT6Kc56a=*myExAwedtL4i`3)nusSpMMAOnl>;POcu
zSPM!JY{SUkf%j7hB<VnGE@vZ-JY@<lfJaQ=LOd7;DFJH%L0tvmayQ<eOu+Fe#O87~
z;OKvNGI!Hg5E*y|4@N^0+t*E$V<qbQXS}aX!1s5==5l`EE2gUvrhEm4k%pV((q$%M
zeVqhYx~*X~V!Jf#L>G2*JZwoFdf{Be25!cKD@oTLw7>ue<mOWswcy-zAa}0(#04X{
z+;J`84*Xn4E^VuZu)cT*{y)64beTM8kZ6zo2C=zZ1ZEIj2taJ*eu&>~xfk(!OYYVD
zUT589pN^qpKQiO~4}m7g|8`L`o>+?GC*dm)7pm-KvmaSSP&6sQ=P|5S^l*S)bs(!#
zX*t;xlM=L+W-iNIl39R&LTr#?Qx%dCua;!C=90chtFTuVny7x{tjTOD?98<RiyLG(
z0XQgY`fM&KV}dWX5mrrRJcg!1%AHkVpPD<-o|M*H@X^&AGl9ycT2i^$AuE&7hH~_e
z96z4cT){HYAK9PnRc;cH1^o@lRaP~(D9;pwTMl#!xV1H?>lEF5ZW2`^pK93|Th9Wb
zB_$TRg)_X=XsRD47L)uiL_dKl_T#-x+CMGVcCs@wrB{eV)8q4c%`1`orI`d*8Vlz^
z&Co<}n^RWj>l|vr%qpgNG1^}4b%?IeEM^f9hgf8`TL>chvkeo>(HLEZnd`O!QB=Em
zmCP6O%h8W3GM#M5j0(Ftw?8|MtP9-&P+hNpMOPoNK^MYQv0Af2Wie0^Z&mqOkUFs1
zMWSm-`D$Xz)2*v@L3McqTIWV`ej;UuX7~CE$R)$@(vz5E1mgN^v5YVJm~>+-F6w$2
zI7{42nnX((QnPF9AX^6dQi9usO)gfhwug1OpX1@oLGM~CF&N$4M6hNzH;NWkTy+fy
zEG0lf2EY%bF4p(~Wng{8&XoGE#f`5RxDbPW{=$8tX6Q@joSJJJZtmy)Tep-%4hklI
zYLz~uPFo*aR#Tx{(guwYc?9RiSWpp1)Nz|)Aqnkiw%y8tYV!=ROC@5q<m%R)zC^|W
z@P61vYqzG@D>6ymc!O`-T!7HH*v_>Ev8mQ)P}d3F&UCAy`KJ@<XK|z^d2CO%x%|Ve
zAtIkmLyo#OZYb=?w9m+g^T5zk1nfCWP_|dWbN#6+3!4giff3(nB0)~|4ts5czefj9
z7CgIdB~cSkChhW*kPzZ4$+2w|a=X3L8Jj9{2i`}C?$53R4kAjIzvX7+?3QtDS>0|b
zDo5;$0~nemQ9bJ0^SmHjGZmIkZ(w5Tg)y)#tIsduEUTYLEJW+f6>&M>7xI=hIMJS!
zoeRNKlzm42L^}tB|Bx%gxcni~MR0~|2^NHZFyCcus^EwxhHxtfx``QpQufA@$de}f
zViSb2M%3(2mPnMmAU5G@8x*EuE{u(*Vz`$q>molnnhJ|Eh)XV}abU(KzURd~Ky`Nc
z0pGZYM+pa`tvL{27&cV!<u({gvpbKZ1GZnd)iC`I+Ac0#0I`b8MpxKg9f>=H^{({A
z3Rhg^E1t@}TG09in-JrggyM*&K5U~?gQn4x|5|$)$biKxlyoY>*V(fnGOxEMYq4>I
z4RaOOd~)SAb*Ltk_fSk3Za*AmRHRsMvKO=3yV(O|F%i@9TeywXVj3!R2U7)VR9EPl
zMc7V{{4r5f`fZfYtq~P>drUE{u?EY>ViNnaUG#+Oj=03QymulwRz_*{IqFN0adp=i
zn0Q!Pv*y7HwT@#3YTN(Jo`9!KQ#$;!D@TThDtiYy+IuT^cXTYOuBxc6sH*Jg@8})r
zj8t|kSWqcZR%Q1<U!=0VuYG7JGBi-RcJ;P3t4=e3*2$u&+|?5uPLAv3aYXh-#{ll_
z*+tE$+}GF;Zm3(-+tWX?Z_)1l5#5N`>Y7GMm52`hn9At>!3e7Aiyxy<lglGkV)<Sf
zCqe7V&d9Ej-H@M=z0^mYyM{a3`zyN9h1PJiH@qj(5giyp*nz}t@9D4T7#y_Fx9z=z
z+fCwNI6Bl0iUU|dI!eZ9M+apkR6Wtike37Hh5bm7B@T(s*512&U|0KaMCw3@M*4gD
zd!jw<y*(F1I(5|s_V@rg2KtAiLn9qgNko;yL}0IeK;1I{kO;O?qtQ)0{is|2zzXmw
zs@mBZ=|av_h=1x9{DcV<4)^UEj<!dE1rbmU;c(aBz_1rOrFCPAq)6FeFT(o;<UIp`
zN{7nb+tJ-VM8!w;bwmcEJp=vW!KfxRx)+V;>e&t045^2%J!K#w47T@ZSU+vUL@918
zRU6IZ-o;O-H7YKK1RYeH{wQJWU`~nfPsD<?&Ci|z`USK-9bq)Ar=O}sU9*2U8tDs1
zhK6uoDj+~lE?iR4IHH|S=-S)KzuaCM3itL5bHRf{5m39QKhhZ<7}Ry%i%J=~#u1%q
zh9W>eP334Gg6Ixu%OYeY?nQ^`h>`dh$t~@b-(bo<v~KUf5OEX8EfkPMX~-f|Fc3?O
zq*}_h(gS9i?mS}KD&wdMtq%ks_fi7NL8@^IIFoFZ85~jb52#58=vjD(o^$c+Qj4Mi
zN3x_Li}77J<+dt6psJ$=UjY)06U3Qgt3?OY;scWC;5MoBfbpa_?_2iKK!{K}iclJt
zjdM>RHo^FVoZmSnA;7INPAI3!R=L3|)VwY=yGzYGpo)VBRp_Y7KCJBEZZ&TKUeBo9
zZk6`9Dj!kP52^+$kYWd$)NK8p05D`IY*MOAP2Hdhj;aO0V=Apn<!(^R02DYCl)~$%
z$_Oj_Y_)iWsteTQs)E40JT>j8DmtQ^E;V_B%DP9T->dSXs%S*bJE+!E0dGioZ>VWO
zBpp$?N7b|nHSd_3aaa``QTa#Jj0!cAAdjgEdaYMg^g5_!&?{J~3g`_;dI6eVu{qi#
z$K^<IQrpyw)Ez#|z>0KAvs2sfOreL0g6jC5YU)|4V3SJgR$0#e^-4XaDxHirwV+E?
zzM+-}E7Xj@>^!ynfLcS@-%yL6R}DwhVk9&kS0#a2d1}^iRd$3(RdP_(KCEg8E_k*o
z;&+9b8+=+7A5lfe)!Yg-|Cn0aq~@L-8$$#}t?^8Ws!Y66(S-R|sOd-4wBu@ig<5z_
zH8iOSU24t-H4Ee@e?`rHOHDnZ3XiMV6{_Z#TI}pUq|#qjjmRC?t`xmqLX-0DR&`EW
zo3fqxM^&TKyB@*w(D4Wd52;!w9aIP`$R)N29aPgFPvDH1!F$xy<7y!qj1B|QrfpCe
zggsa#jB%aI7{OmDdqzr%n(JJB>D_7(0CK>T6Gqe&u;av6R9^6ARTw;i%yudoF`a)j
z5iSZ+{|8bj=pcw!N^rf(Pd%t6b%CEJsr)X)*{QnsQ=3#Vg()(C$Xb3kF>3_6IOyE1
zW<9OuMAhWL+(}Z&;F&6Pjw%NAf=5)w(`u13RH`zZ?Bnz+NL0dIoT~YID(y{`GlH%w
zRm+a4oTpXQah3HwmG@ONWxd+COr3^TW}8}hOs$e%=z==>1r7=<%2Up%%05?R?NQY?
zscBEB3CGmJs7j{_2luGZS5-!!JWnljE@)HLUq-2rNDGPks^6tR@KD!t1e)5FlA{V!
zoxDRJs_pa!k2S3iio75}Vm#*wg2b#wBnT3-)Da^{)&P}R*Kuxuc%1U4ntebO98e8W
zb;<$NctFitucmBJvk$3)LmYWXH6EhK^{r~k#^mwqHYodWAkCApX0gpFh78M<Rs>MA
zSrc^N`cS!FRVl#{k+X`0qFHuyK91x$G4j$ZZ#v%(*lOYvBxz?xRp>627QDhQSIwHL
z^MJBd@e?ZaG9YgDLzrb;=hie^%{{1AA5b+>wdrmV+o>4J=>f9}?EDUn+|?UYYnwmS
zEFC-ljnoAjRE<te!$?dIm^E!&L1Clp9#!)Tl>!-ag~~dpR#I25S7r1%u4d8esLG-j
zjT9%9Bq+o}5U*6os+`l*q{m4rPd-SaandLT$6ht<VKwV<Rq}+YdRY}8RkI#dg>RBT
zN5+L$sG>mqWHtHa;7!zx1qW3SV`5a5AYbFdYE@LtJ)$OpyN@bJgR)J4R1*U`@>N|_
zt%<7TN7cmjYWjLL5i<RkYUXcM-a!acwKA%f991*dLo}>X^-+>&p(~Wy5TFT#R%s1o
z&1A4y&Sz55dylJ}^{Vo?s?o|<)ZRH|%>;tO{Tk)~jka116J!EjS=LM-mh<(XtqO3>
zS<z87w~3zfn$*IsKq?g(WQO@hSu;Ue&a>#tlq*yqsxlr{X&a=s1m?xEW&*LC?*k_1
zpeokdTT<UBYo<iY`7Tl?9#qqGs#MqP_(;Z0!m?(ANfMUroT*Wd!?I=vO>%~mikKZa
zC!(#{;d3I|nteqlL0hv`=|r?OTc46s&upr4zKM>^c`I0n;ZW)C8na`|`8$YT_NJ<g
zszvKn&Jk4u1yt`cMLI^6*%jt|4WQHirb>^h^1DTL2!+fhHRsk$8yXwN${T7rq&!~B
zgKr4a2&CBx=iG#96+WTLqH4|om9|`JCNO5JopWEht@7Sdl?PPdfSUdRH49G&$ls|{
zWcj+9ya*b#EZ0<oWSrT}mmuQ=v)Lo)Jnle1U9Hm2_LpmR89I+3b?#<2RYZ%~>gYTP
z!Bc{ffkB@ZrEy+(4@m<2o^^#<_*arQGd8NyV7JPBS(OLB0in<|g@=0Z7By)D4QdFB
ziKD6rVxjzDNR?7mcTg>ls`4XBT_K`e>T9-UI-dh2O5RkHkE=PyO?%0bHTyoD`;(DV
zMv2)&>f8vKSbkK^K58%!#mp{M=S4KD5>*S#)D%q@TY0V?NY5j^>VU~gg_~Wu&aa^s
z0>PCkZ$#y;XFg;5UD{yw`8qcPYRW-XqFF10<&D{2?7RS#flI)Z0+;%7n|;d8ZLztf
zX=c~6^DQ(j=W&&<m4TFO_D(zh1+FZ39E{y2sHJGLN89;&3Rv-Nlw9R6*=+T8UIEiX
zRf!fT)v8KLFk8o+&qJavVyRnyTs6i>U9%P4`L>3Ex<9U#xG>ZSW|zG4GHN<EcqLfl
zJT>!W5M+f)=~k1kP(e%^QqBOCYh^TLGWE><edj;Wgfu4|c99BH<qC+j(i|K}B(R_`
z#}<;J$l_AWK?>(7^ua8cRjY$teo0~uWjJ2}rSczFMb8NxMaY|TAkI}Jh@b-8mJ<(|
z6D7&H<68?f^CfVHFsC^U<0LYtIhivSb4umRd7tD}H%E+;SKS<5avny*^53G#E>vLg
z1_-5DQ~aD{PDq_d=6!#mZt0uJI7xJ~Ip^iv4r!ou^BmUAm^Uw2FTF0p%A6;2K7)Z#
z3Sl+n4K)?qkp|fw*r4(Q^|>nTfSQI`DxT|A_9J9ZuyW5(#F6IMoAWkg;Y8RSfk0VI
zqs(!+<f7CZxJwkJ)am9hq4OY+XTuC%4^BV)uv+@Ks(nM{qmBzVAZE8JzE<VEqKY3Q
zbF&zB(dX5|D@nf2*`!v!tjdmJSlq1Uen8c5pd16>h$?+qIg&8zT#~@fQL^w-p^d6i
zoe)THK&{xQLdP*ls-kH$)KA{!YWnX~$-}DtaWw~}tAiL!y=`RF<n8f_UyYglaS)>t
zrt@w<>}ylX$qQBp-9#dp^OVVjtvRuoC~QTZn3JK-9T-WK7)eJ}o$Jyd%9&%Q&T|-w
zlm05UY*eP{>(x?f>2Wm)uRsOQxmApU`&hMRvLA!)`N4f)hY>T7$$B<NZk;=_&@Yd}
ziBO?R-Qh}XVa@@cyr7!EBE+0Kc8)`ftUstWX{>3iW6b$x=TAt@1Gjn_KiI`8{}ERC
zPpQfCF}kXzh>jE)U=C3`KO_aF6;uY}HD|e<KXQAQtC<j7tX#6WR_3@kj}k0~y%Dc{
z%u#jc{RvQ=Z>fp{DhI~MdR4fWSZg|TeA*L&QKapkYc+)*BZ2(5Uk;ix_VJ=dWURRz
zAW_DKxT@yL0q0E`G6z+jCZGs$bMb-m9#TtCE7WmHAf0S=X{otfAxTRGzqzs@Iev3-
zL=yZ`eRGF}^A0*;l9LO+M`#PExm(yvDsgkYCJqUuSaM5$nTt6R`%9#?x#T0Bgp!)t
zpwY)E8X=Ln*TnfTdS-TTD=Er6zr-`Qr#LqNAoMq=+8XIT;b3zii}MUxSbk8=(H)S^
z;_?<#_RVNoMR21^f%~pPrL0#?$NdJKxs}HGB^W9jaQP4@N7d9W6}Vd!Y*5p`s%qdO
zc|*;>(3{kxri`d6cr0i@cd0^p9pzCD4<PyNShl64%2-cL)e>B^g}GAagxW&Hj=8(%
z-;*llW+5j*st9kG3y++iL1qPl*MRbMn({J&&8<l>BUox?E^l)F8}tf&UDZBMX7@bk
z*r1kd!a3%GDCc_^0L5=&pvO!l%^g+Fw~#y)X17o9kythNT{*X8*lOCFq*-R`368YE
zT-KF1JcT>V1z_>qA<EQTLzYCDiU2gXtevbveCYqHLM)9}h^F`xD@5sBa}}NQcZ{1{
zX96TcTJTmQg=uzaZn<;r#n@S*CnrL7bJgA$VnrC;+~()}2h5`UuaZZ-sL8L^%w>T|
z07N#JTMM0kfIa31m#b5afh+0ejzsSL>NnN&<7#qLHDNlzOB>nnH)1xlT#FxnGbF#c
z&C&S^MnE=<iWuQ-?vxy>baP>)^EBmtTus)wv$$Auai;TA(04K>P~^D}T**d&eGfac
z?BI9RBE;Hl5^PhUDit{0UwLz9XG|YR2bxPkV><8?(t)Bo%zdNDb%(k2G>PsI*=ep-
zbv}mvpZHb5EW_X2&YHv?63UueV4Zi77xE$PIhB64%HB=ZEccCw2XoQv7~;X)b(>5)
zkX>YM(oJR;38R{;eG}z_RKQ#l?A#6IGWiLW_BE-V=D%jmI<Jh;3h4=R=P^4*r(tR+
zGY%{w&2!S*;7J#pQX_LWv-2)Y$>QMskh&`;i%B3N%Ut*zZ<0xNa|!hrBTstH+=A^G
zt(S3}RbKFzU+0;Nxc@)syx!HCkSCfUNdq4;pov;Zg!X#|Al@F3ac6FK*W+%J8FxI;
zFg+k69JV++n}ZP<f0&lYFqHA<^QD?Q<>P0X!XM^#d*_FcPt!5W!Q!DYt;F^*_vW9_
znJ381b^gha31^s(1khsVtb=N<mN#O=nJ*GJuR-1{hpTVGah0}SZ7_W<GTD6fU`&x~
zKEE)Q&@&%<7(?WWcrag=7~47!IP<lNcqft;a4ni?euox~H>}KOJCY15=?U`<kTFdO
z^X-x`M-~|*=0hmX^^gcfSZ_EgV_Rx$KB?k-1*tVxs<iw3BmcfrbbEe}kze3s1rMkx
zq!SLRsl<Kv@Wjv#R83^N5=wy<XYtCec6|WC;^vDrF)Z#}$-ErUEFKUR4`>#Lc}grE
zU=?FLSC}vRJXaz*%-3{cgud{O`E<`oxXH~ofllNmH{TeFcasY{o39#;#m<>*-kT3B
zId@|Kmhk}0JD^eyswE>TA0Fx8Vd!)<C8`2?J}m>ue9I}`DwKg}zAKe%Ad1#7U#W`M
z8o~wUTUYU1AlS_(wBl_Jk$&d0Ud}JUBV{m%C&HtSNew%23$YN5RuvvlDyBK+`(cS1
zgX|yk5i{qH7)C|VPL0Nhk|NEw)VLq&gKKH6y8ylv6?|G$zVyENZkzKfxI*FlpNfgl
zG}oM?v0=Ud=X?pq`WWj@=8JO9BY>$nh*dKgA=2reTCYdQ7&1(H?{xzeH{%nQFrVog
zlO^t9mVmcF(@;9?gBx_waRXaA&3uJ0sWVpSW4?CiJO}zr3FfJCEM;Pi&Rv=#gXN#5
zl(%y*-}$PV7t|D#V$4S!lbB>8#ID(>Yk4=wM?PCkK1ns-nRMb(#Tqo9uS{+YnlEF<
z8MD0u{ku!~L7T9!DY9dv7yHZBVrNu)e@Dc^?lSCh+Y<>7_w4Ssh9Y|+L)hD8cF{G3
z!`N#W?%20)=~7%bF)-BE?rpK74Q=xmmSP{%(xtKyk79I$yX%hPR+RF87VWbd*xNB|
zg?DU=R@a5Y9Rq{=!+qFR7jCa<-MFi&WlO`B0b~eos}8qpuMTgo3U8|oZ>tF-$7xI4
z%2Y2-s7&jY4JK=}L2A<qB-`5Q+0xRormkfVA=$9aP3}QrPfJVBzLq}A-OSe{<u5Fi
z_X_O58*J~a$8N2m=)g#?wL21(Ep_46{=t!GtKM#CMf(Q3dU_+4w`ovsKSP;bk*12M
zRTXO0&^}CLZ|U2*0bwiLH57>qMX<$fq>Jhb8r6i)<SmZ8>#bGS7;Wi8y|B?OG8EoB
z)IP{PfvTP`3pd}ZipJH@(?1*;infeP-5#dn)@^lRa0#;PiJ%Jp&6G{d2wuNy0{SS)
z)vNaH5Nz#eS=>Jm4MzsLTDETJaT~BU0&)-R54Vr(16NeHw4m!dC9ZY6iW(BT-HaL&
z7t|3K;BU|N@U~Sa!%sa4v})<=YtfZ7EM`iJ>rnI@2y3>F3MX)vQxnJG<K*S;vAPC^
z_O=goY6hLn-8~Mf4M}hf4oVw*S!-jq$zn|C!NUCKW3zvQ_BBlV8m2u)atnyxNTb^F
z^YsbDhSf2&E3&(%AG|gc;myDh72#^hL6XIyt(Vx*ijU|d$OJ1)!_yiVlr6y@I9C{K
ztiC(hk$|BJiPX}vbz432(FPwW|8>FC*VEE_!g@6h4h&-WcbrcG?0+ePfuO5r2%BPE
zMX;uK1Y2x}Vr!sf10?h&!1qGrpPY~o83Ad=qa;z(Hb`fRBu*G!O9n@VyQQUs!IdO>
zJ8`^x5xs(nZ;LjDwZv#O`h$l#)Q0K%<;(TBna|_KSGBkiTsIWy?_^2?e_#7P;;R!#
z@cNG4Nc#{sXj^o#9-^&VjV@~0ygj^?<aonSgw@<oqze)rino<ULmh2jZjl128{!+>
zD*CCqsxzXKBH+2I@RlA(|8d2LX_qGlecG_EbsVPida4(yQLB!zwUO3eS|4DKIVtw|
z4$}&ulyquuw-^C+M3vU9y0R^slhbOuA=PG3&0<0t3kA5^J3FC~h6lQI7q9pi%^0ay
zoFyZX3C4`u2C`@@43FLjWD{94wK3KVtF3=S(zk4Da1Ecv@V3PeFbPBc->k0{UW2{)
z+hM7M`#RhA6ANJ&RM&^YF-HTcYh!{9Xd`SMa5$cPmO%0uA*w}1eTNx0g0(iLle}Tc
z(oS~xV|P9oPrbud*Kj0qzKjBc)^M-ZtBbYCL3Yo!@CYnaqYd<-fu1fP#X*ZEs-o^S
zpP|9g)MIG;1q1ysT~08jYpT&^oEK;x>5W4287+>oVY>F?Jc{HVb2P|ci0m6|@9*@9
zS5Hgy^|%D_grMJ8Z8>dQIGK&Rom6K_b$w?~mlh*@3In#&wk6?hYgikx(oSMDf<dWO
zt|TET!t;X8fstJ>Ts1o+nk{B**0Ul8BY+CgfnHHsWI?a3L1avS$JnEB245{1dk`qC
zo5Op1IwRrE_GtSFy8|2=+vSvdT=AF8^4SQX*Tn|Byuf)eHWdjbOm(WO$LZkB=qoMp
zPQXU2J((=p%HIsD0ll*riY2lej1M7+6GZL((bipT<XXFWI(vp-?&FY-Z<-a3w(rI?
z4Y}3~43W_-XQ?<dhJj{;lORblYY-N#5$@v%0@#FW$qefpI9VwVHr+$&bDK9<WBQGT
zL6UCzH<%xia&?&IaGe;eM7$;(%!({51<hv9mKUr2F~`PYV~+Op4fZliqPf&xB;w7G
zISCRcX^ys~6DM<VB5n<hqC{cO-K;00|FVigjjJI#+dEgo<mkph$Me@>v~h>~EFdky
zYuckctt5jQYOQ@ZT3dtegSP1DXO%N-#hi)r>G;^eul3UkGxLMVB`3QEPEJO{>S|)i
zG}2GA<47m<BP&}R;p!RgW?5s*IhqG;3lHyyN!1B~679zMF`Rz0FqMYwM-1CDECY>>
z>h(a<g{hC-3B+ukNHJshXF9GO3HxmWja#q+DNf8psIe^Ikh5b1XGi-x_M-xQy9OX#
zNTgXf>eWRL*su_k#6su;I?AZ+Xv$s69V@dqPYLL*_!lSTsC}Z??jgH!TePMo9D9_J
zyDbd83X>(K-!K?kAlQ0Zpkpvi!>qYBycH%W+%SadwDG1nhM$ufoP)h&aE|mtb$8Yf
zHm}VlpH}sH;DPF}SI3f;RV`d44~Zch>;#<GWIpa;JxwM~GUB+}>_l~`Mis&|31FmL
zC5wKJGb!MqY%CHhyvjTI7u#~zb~1B_q&+2ObWB%?er3T1nZTpNOms?j4G_zr=e23=
za`O1LHC#J!{T$~RFs4AGOB1a;jM=7J<eSNDKC#235rYFp;BaJI2b7t0!$7wBM|yi@
z&Tr<%80R9KL@K!^vXMnrhqw`7yA19cVq?=M0pnP(L4ZXwjty4FTtO57kHMK~Oj2@C
zwD$Bsk42Y6`rBFLbhWk(4`DO{4DtwPr}y@FMl6A}ZV&Hiso&GyI}&Nx0%@b?hBOTM
ze;$c2{w%mlA!4H4Jv4zj84JE+&n~oNq@V0}lO?$gf>9;FF=ImaY2EPN_Cd@)t7%Fi
zep_Ng)~jRFh@GpkedBs@lev_~Rd+DreR?IPqH(=g4U-sir)c-kz+Sg+TK;8`0(mrs
z2oV$T5^**Q7gUAUm{Z}cx;pD=$_}^VmhIuSgPY0qWrpeu*C!F{L>Hdr`DF}Kvww9=
zIbaN&M4`?eKQf4TvOp|=234C*r1>|QpY#t5+AxG!%Rpbay`uwjYIh-kjL?=wlZV{q
zXwQ}nP!Sl9;82Y<Y2ka|6pw}nd4(a2^@e`yLn8w$oV_Vge`Gude#@?{8%{VaYT*e`
z7~c6^(iv!?>l!e<LDkkgEYm=c0vghDrIQw9oe$AZtj@%W^}@&VnVU+61y6=FiG34L
zc)IIo(6nsn*s`Gmvsj3|ew;?{g1Is<)V@1{K}84uaYEdkaUujy3c5pl-(<cZTqSj?
zsWPKVUs1qglGjjL$QR+0hU2<zjkn5Er|417XTAlY7Ht)*m1$;jMfLw~WSb$*6ZXCV
za<TZGDUhOKPsv>nt?Vf4X{lL^5kELIFxbAEu29f!sIZ=X>4_`Wpe$O1Le_o}p&l0|
zn{#hTI&EU7t&eStIf_w80v-$>*&P{b>gpY6XAyY<L(Jc>lXM^Zz3QYaNMDH6wwe|<
z{8k&2W-Tv%VJ0&)B#s}=!jNrSH*}GqMH5<RYN~j3O(R@IMvUo(c^wj_D-_u49`3>%
zp}GOa&`@Mo57?CZ1W0HG(MUFuD|W*JyUxSJHryVEZfyS=S=-$MBib=NrgL-&D-1I2
zTYJ`{3ADh&K2lfO@>q<sPtecX!X4d_j`Ml6krU5dgA?f(H*`trx<hwQly&+*7yMRe
z<f@_F%tvrTo9ij+S|L!FxRCuUj64tZc-?KJi)Tjrdz*TiR<IhSli46ZjmZro<zX5u
z9{p{R2yPY@Ni_b{ehV9NzL7A-5M#;>M|!C<_4p$1lg}ssrLdUmO~A!K#T-zW#Mlgw
zyGcBz@CTqtdf^xCCcJAfmUj;f?T6LZ2lWBo(#<lRYAB{B5Y=Q;>QxKRcPGj^iA6B(
zI)hIgCyokcKRrDkV=@PldG5saK}<?JF+b_sMM8-50L1=~OjUg3KS@D=k&9OI0{0;K
zXxS8nKI`M9VY;T}-x2<PhNBg`CBnnijfwOBF{hFKS)}H|c;i6#n^|ofZ(t;q!?YmV
zB@=zJ!eg86PJPe@a^>hnBAGqOw4D4L5%OquXpiRqt`8E|R{xET9F&QNr;W7*{%;tx
zB*tpVi-UE)p#fet0+o`kG@0ILiCb@~4sXGj)LF+Eau7XxjNFmV9s|%fG1LQ+dMz1W
znZ6_D7S-nN0~yZ|k;I(wjgvYW6+~gSs!mwjlXk;^KqQ!<L-dlc*LQKk38l+IZdY%+
zQ5$g!32`|fKD0OA^-UtfCYgef^PJ=_R>i=>!-H%nHONh7tn_)>M{-8nD%5z-R=LEW
zrf7D_Q}sq@xtYS_+rFZ6s>9+c)$?HArk-k^S|pL`?a}auMtY!sBl|o*%~%40McXAY
zn-mPUwXQu$rzF(Ie9RpACA)pXdj@(sMWJB*n<hl=HBe~!wrDM!9IbtzE=vy<AY(D>
zxT4GSX>z5`^L?NFMwA~<4khz6*U;nz6+R982!8_2me8s=7eqBC4(&tO@73OiMQF^C
z8^bLSQsQ|4`?fTMWl@P-Y@Pu}n=Z67#n^(z9j*Q2149~sXRbR=(`;B%4adVKOltZ@
z`t)kpHgeI?2;`g~Gk*5Mmc%Pj!>}d6liPoTB!jf%<5!3O#)dXD2MdQ_oN#}5ID)YO
zZ|`6`w$7oK$h(-_mx4`89ldCz_Iby3X`ElJr)9C(-h>V$S3wddftldD(@h$rW?oBX
z0J#}FS;CW1w)?@gzMTm@C)$(X`kko0V+t{hdfBlimLDWfe@EXS%MV&?pqZ`Z?&V-I
zjnj2Wm{}agG2<YKNotf9X^F(yANxw&*<UhoW;AP}j9tUaF)`&QQ{{;R+ox)P0~8|5
z1B;!*?J$f*u7(GCJ3X_{BeU_e86Cm=Wi+WyjP+Yr$1SclU?#IW+T8*lLmbDAL%cEU
zdeq&_Y2xrDBSw;L<c%hnz=xxl%nierF-&8KxvSmquAaHjOvw{gWV6r`@enLoW+<5M
z#_Mdwt$+Im3kmpGcN$`}MDn>QH8pGXW*=hqn(D!xNJoSnv+k@iOw%}?8zpoT65NI0
z6Nv$CtSk5p!<g|(TdZVvRd@(8cw9F)Z4_l&V>5o7M4y=Q+zMc*xN`<k-^8HfGJ2A}
zmE4%3?d`zc*uGtGt6)-1*FVywjI?S<Gc~`_t=B3@yLuC1*V2RhqN#0-Z)yt;z+Tv~
z%@J?>!XSd|0k3F(8Z80&MVNt1zL^01cS5m>rjo?tX)bv;*y};lf4DQb9GZZ)Z=>PP
z#7tlo?Em7`0<$;H127%rF~l}nV>gQlSPYOo(6ktbt{Y3=$ch+}G0@`-Fzl)}CNUv1
z(`!&dFZg(s(NuCb!JQ)eBU)*r4*ZnVRNo+qt9pH;Z!o&wjFxc;>M9S~LWSkp_Ri$`
zzYAN0A}jpUbYd@;uTJQ6bS)PDCUtj0FFUwkp11;Jk!Ry1&4FqA5LLIKSMO~IlU1r`
z@ZlafCt%HXw8K2;iSiDs1k%=@+-eslyELl@!Lg9nF@R5l?Aberdr_m<81D6N6Vqm4
zsqA*(8jtP1Cl8D)hPWHNWQZi655f?MF-o*o%_UVSTF(41j&3(hl2ic6=2whz+M95q
zU8sIlPEvQwaR9r^>L3FonYuT1F=H)>+GlCcTi(Lk2hG+G;(XVqMBC-rZ-ezPclVNy
z2nn{GD<@+FQhZ%V5nurI!m^}&@BgAAV1)&t5qo^&B#Dq*cKWB;32j=eS5_eL^aAgg
zT-2!N2eNs!Z_9?{>NH`k{r|D&RJ%=uB>&3l30Q5ciK%a41RiB9Ok;q?ZtZHK<#-vO
z+I~0oTzvo6Q~%RSco=hIGD}ES^8g!@*J-_$<`_PS01vyC2`7|`ez#?ux#UX6g{3D%
zF}`SpuJ8?ulQkG=Wrh54yv-6#cUR|ly2Gn;tcM{qu%qUDvJ+3Flz0~&gyQaqIQ+>j
zKvtfoU<(0d9;cF~qml|RjBTPnuk-N2NesHUVWTm5a+PH~Pxp8$EHtdy>kdYe9YVBU
zoqa_$ba}cbkjz}$a7a9h_O$Q}igm`;$S}6DvY|3wk0f)lvioHShA~Oicvm)+?<qM$
zD^I}2?|o`rPbLT^x#N+Y%pUTo(W1GwsS?Ivk9#6#Y^$V>w1I1sB$7#XK=PWE?0Rdc
zV}EJKzINZnXf|o7sl3v{b3<^E%uX~L`KqAJsJLx1<I>(xFDa*Wvde^sJ>HgWu|q|8
z@Bm7-8+Z)Wm;9Ru?w$N&TNfuDh2C)j8m!|CIAg4OY()wmEXC^_*iizPj?vA&Ee%Gn
z8cV+pGsYN0x(EEkvkP$6SY|Yt4>25Vu#K^(#LCato-sze><Tz_<L1??He#WFWLLN~
zjAFEljQs@XVI>wOvD^2C8PIMx<yvSxbT~q@dNv3L_y2Dfc1{C1TY2$#F^xxYKd#}8
zw8;n{GoT*S5R9dl^0caOO+svFIT^(w1U~Wnz)K}RmTN&_X`L-WcYaPAI$co+0TtOt
z=M=bNkazAZ%3XMdvWrz*$()y+k&a#(@N@M(vw5=pdVBj2%@uf&T$Z<G+XyKpUQ;@O
z-yw<UG7Ay0VjY5?3<WS~!t!X<_%@+o8kdWR<-tKDNL#QWEw;<$e68E(V7`QEYJ@GO
zvS5v|xxJ^wv-LbXZ%o6mcCmjUxj%{zf8abTPhP$L9q6Y?^%%m;G*_z|v-d_1tLi#*
zSIgjV4>l7Umou9RW46*KV^6$B_AgYO{UgI2-SLxWGu1Ym2*c#mVqf@)>&Wtt>Eo_l
zU^B}A_B{Dkea#YQoIjn%PEQwh#mN*9!vg$<F(FT$Kzaj$SW%A5?Dw4)O599qc*Ho<
zu+M}}WOaF)M0m82wMIi<_s$Y`oRV^0Gsb=sSyT71TrxBA#0o<n+68kb-JM6wB|dk(
zJul8Xg^ir#mBI!Y3?xX&mShV~C$yBgv*N^#Y#KC@D`rol%lp(f+%@iAadTY7j}a8Y
zw)*Hmr@ZLkIIUgv^vADVk>wEU<kBoC(zObUc;HpWMQbJ~T<jtCb+Jl__ckx?80Z_s
zS`xXNA!3qy+&tBP>S<?`u3504x~^0{z*M@ZFFMj6S-v}hao^K{VEa%<_i}vcXi-C5
z>7w1lEF_c0USN@(tyELmic~8L-L7|oK6FD<iG5u|eNb7<{O)-f<LCkTE|K+8AspOi
zv1?F?W5zqYC1wfnkEl<W9B|WN`wCSZHBYoQWkHG)llBE>!QO!rJy#(QD0?)Ltl`G0
z9IcQsXotH8hN7kZ0~ACFoJJrg8|~yB<ULG$V4^bu(Tihv$?I%Jw>dYS)IuQ=h}kL5
zWDiL57!pB`MA^Zo6q1q3S1iOs>+m+R19+zf`<iua6K%eK(TO5%Hf&PwC66A-(Dw5q
zVq^H_q?w-4kX*sjQ(Euh-Ey@5jpnO*@japCy!{8$P2c&CR<l#huS=5&HmRMS0b#z;
zfvw*iduYZBVq#)!oWwZJ!E5Y1JMnLq5MDI%U0Hof!hCUh)DshIe96Hi?D^`$&h-dn
z5WKInWll3pEFZ_Cia&J-X{+VLc+(i!v?wAV8RK}{@5hvEW9^-w0l=<1>}LnV>K${f
zY(9=<d%4RLv>_$-W)gGOV*KuO?J_+qTI9ShAGp!SeO>!Lsr-P5_RAV{#CX!m2)dIo
ze8aSRn&$YjH`4U6-d%{{5o7%&=h%cM$|@*iqIMYy+r*9Bliq40LjoIZ%%1Z&MC|YR
zmlo7q5fJ8&sqx_Az1n^`?;lh|bjSf(jfAsbR3PWV&clS`k*ye$MwVe~syR+JmR6%>
z9Fiu3yn5iXdy=f*_O$fiEU<4&BdIEONAYHkxZWCTX37pMRu}r#nG+Xk+Cq#7FKXO=
zYd$0Le_Q(&Xw8c1%tM19XiFmxdBz4G;nf%J?YF!x-F>02&`nP_YO9c++xO9Z<vyDG
z=x$;RV0=VfVoWkVqE3iLoe^ge4daBFVFW|g(ijypjyPGPab|)f;|!uJy6_R4Z}0lP
zbL!No^Z&OS{sp~n?Ng^tJ$CKdd)KaApc8Q6^18X;`kT}y)10{Ee6!+xt&D@Ii3?HX
zTN)f$u1(&Vn1H)1Xx=y~j!GsQB*s~KIM2GhKpF?m&PS)dhu9>zD4HKQ=mtAEh{9AZ
z%eGruXl;p1e<4UkV<~~4<}#Wu)Ct|MaaXXVOwpW)FT{hOr@To9-XV4<L!*Mz7fptQ
zxD00X?#&juOXw1cdJkR@Rn02_G9ONq#O^qzv13J^nB~LKd7K5nhCV!NtcIw4eWfA`
zuCVSgL${AEgaj>DjtH1+6FANe;c^DvRQ_E%5vtRm@F(*P!Q9u`ucn-v@DvuiVBQrW
zWYjTjpzj=CSe%==(KkXV3q&rzFp_V%adgTggbF)4HMTIZzY`RBtUC?q6oUy0txm#p
zca^GJQM#xz2d5!7z-$7pHnA{?UUL0pNn*A+gSUt@saaW?6j~52%%qQ>CRc$fSok1N
zcE-!Y=p%1>v$2t0TW2r1)h{=-+@|1BVsMM4^@4{Hi|pt|BH;{=S0kDPxlf30%4HTz
z%!tTsqx1of+d?Xjjx<IzA=v;Hr|PJjts+aQNv^TMIBSzFVNYaTZps1a<yAWOVW=5x
ziv#lq?W$PY^~QONu-VfnJdO^Mnds^=PBpIzoJ{D>5dz?aBSz^F4vC<RF9uzQdS11_
z2Ln_%t~Go6Gnqh8;ph<<RF19$S_{6?gMKo8JhJTt71@TqYHzde=m&#ymD;bbIH+&Y
zW%+7g+%V%Ab&>3XZ71fmIfBnrIQRn(o38~b+oQobGA);p`s=-f5)*ge%Ep7Ru&hD`
z1%b*hqf5U*QmWK?KhkHiOm7puF~DHEbtin-p%A(bhO--I7e=O>1)E{BK4k3wc*gOb
z<X}+BEGy;+Q|E4p@B|0da>IWT`VwMZdDw;8L7;jy63TJ8+-)gKiH2gFz?OJ)HX=ZT
zL!&vRS0CwRh^epqdW#I9qF?Scz-yNw<IcSzG^)zdmBigA4~wjhhPj>)%u-#5qklkt
zALjU3ZjeSBpJJv-#h0u!iHzhkSj}$|iyzarU=>pZ<1u=K9D27^Gt5G^<R;V+#B5=}
zqHUE|XN!r>*hDY03=LmS#ZAcu@=(txd-YWz9xbh)q+9pk%kM+Eamd-H`Q4Y=iXX~7
ztmD-jXC1PJSrP6f2sUWJi|j0i`42M|O88uzzS}r3PiaK#ojI2tg&`=*UXjEEm(b=?
z{oF*F7V1p1Zj~`Ax<AwnoYuo&R^f8&R2oQXfDr{LG%ZK?qHQUaM%o_wo#GzY7F1$v
z@ev-$#pj@OT!ku-^~Gp8+BJ*~`E7nUrcE1TGUBdgB1~IpV7O9QtEP8NI9%G{H1%RB
z!6jw5irFqKuf;jDnFT0DGvhdfT?Q8J$PKvE8#HBuV{G9xExu{fuVFmbq<}rC9K06B
z=!=aX0j(x2hTT@qaRf7jUIrsFMDe0?ZK*DVQ?uL0C-=g1K5v5hOw$U}SQc~Vk9S08
zkI|0Afl1B4T5h)Tn)mk-hPb;Xt#DqZtLJ&bMtl+7P&!bUTd&!Syvvi*1OrnGm?^fk
z!{_-TODva9TV<TpWHc?!*_PVXilR<z0jNXBGp}UJkduFBD=Lz1Tko4jmE?`mxMFAf
zU5F_+>8glQfuOU#eq^(*9+=Ii+EP<%m;-u6s0>W@eqe;2tg<hyZ^(XO>>|F9kf_M5
zcB*p+CeU=rZqL7fz1DrtyV~0~M|3yh_mbUnqJp%IIyXyd4Z~&}^^_4$8$_K9Q$<uI
zCE{Qt4h8rb!)igM?Qn@+)2L`WyNgXh^%iB62{YIp$tk6@nOWa04~=Rva%;pd+478`
zV+{;jmVT<X3K&u9u2^Ydg+zpNMmsO}?N`q&&X8e5imzLdhv&D^c2KQAN!<@yWW|{0
zmvE!mXk0jfDsR8Qc`N%@2<*a@qxoXFZvAHI0D+~t+9}m0sbrLkE;8O-#nW_~x4G}4
zUidUdzm)$vBX$h7OKkhHOlTYNYoybz&ILA3IT`8Vl}GfNX@Yj1VFB&PR3&^Z&_;Q#
zG&02pJ+c~ojS5e+IW1`k5bH}Qq#TIO)wX47YUaq)!I9hNJL9)4j<^)mi|weytOyhF
zAB<CThrSApT(Of_>2oH2U_xf8jHZC4$mL5ncA*=cpkO1e`{sAI4xx+N1YnMKNv3Wf
z;spz~C2YRF_?j<MmAiwD88j){AKk?ot{&!9I5|Itqqm-2*3!r>*i{sxYfU$4O%e(E
zx`&|cD|qSX)tvMk)etU1Q)bmF9E_obuqGZi78E&$IbWbOn!RAa&QP1j50;MdD_2y1
z8i}I}thnXwyMo(jqYvCwc71d1-T_X#)15*(vvZT~*24ANDW#X=r-Jg7-W(t)^BI%^
z*uj=VeX<Vd3_v1mgQ5HQ-x`2<`S?jxGa&_s5m1To)l%Fj!^G>p5Ky*emq~@G3ert+
zYo%NJVs8NkVt)_S12fxWE6kghGUD<W`|wk1!SD}}4FzE1pgIg-U&dHAnSkjSAVtjw
z?Z~h{oy%2BP90L&mof8812ea0s(qE7R=<qJa|q>GB$oBz?u2k!$`$ZvB}?kTc&>H3
z-eGHv!6nkJHkp|%C&5a$A%a-4hh4&fJ=_Un!3^o3UAdF3b}udO_vRcgubzkrqD_)A
zb8Iczmv*0loy1JD6L@Lp3>)!hw0!su2U-r(WW2$M$vB2BCj`Cky6i4R-|w+<mvh?3
zAl-Pw`fa`m?hh9ZGQ<m1LLt<de6hkb$ZyJ&9`PADjO7_iMl3-0?7={5JF5d1sf^XT
zo4urIh|UpgW`YDVjYF@6u;!SmvOIJhnC`tATW`?2PQtdYX^ZAkC@NE7?UY4~FW1zP
z+h%1M$tvR4>q>sjNE`A%Afrq4dtE=Ya}-)Wn0X~EKXWP$BUv#?slcu%bfL+^wHu<^
zyrIe@Mefe9xurG1<+p_Rv4Xc-LRw@~*#d*%#sz$Hy9l4tJ8UV$o%BFodRXM}2iye)
zlT3W!(ifAKwQM$J7CKV{;R>*}Gwo}OP1ne3hOV6im)kcdPh5RZEwm%6(Q2wA_pOI3
z!AjE5l$lB)3N@}qp?ZqoqOg14HV<#su5CWd*jN=)OV@s}H2I`d6rA+3n`(k(tk)dQ
zOn(R%E+j-jE{sS?xXC<SW2=ifS;Otk%+@)n3$k7J^|;=B9Kt25<CT+KO;&4Jn%#XX
z*4j!7W7fn3fjc%Xl^&v^x1{G`Jww#IeK-w|)1R}TSTi?|-{vBQpVNbptQl|!-PYL7
zGBw@xC<=JP5Zgrn=;`2H*KEfTj5oZeA$+DmCpp}8KE<Jt??JnOC#&Sd=+vx8M_tB3
zDrGumxqR4u&q=k0hpWq6#mo{=<r~vFQGy&AZ*f-6IxYrgo8QWwGcq4)wrgQ#91|)U
zK1@yc{4{+Un~I??Nv1eME%G=fuHfZ@(q*_+NiHU!yC1LOY9KQ--auXql^N4l<qV4I
z&m5c%5jZj08FeK1^<b+M@&=vsj91qqo{*TbGfcIt%`+Hr{V+cCN0@r17N>bzg7Xms
zuZ?bpp~llog?F9^y~zWCSbf@wH;!Wz&8K8^RBx<%+@lbI^NIBAGQNr*B??E$VAGiC
z?46rk+&?+vOISssoB<wlKx+IDT<FUKqJ@cfc4%wTZh5SQ!N&GcaE!)Kfq&?AkNO^)
zSg8)CCqrOyx!v6-nr1?~0<+($Vb<B;VvY(q$DhM}S?m3bLNK4TckBj*AF&>bYG-q}
z*GaG0iieu&TW*H&+)=$7Y?f4U#WYekz{A;e>db{_m?71LXHf$<7`2K!W9V%#!jzZA
zNQ9x%Fh7<SY9%afCT4(OBT~#sXQH~iG~T!!Qe<{`k?1L$Jj1Hk=*xwyv|IS;E?k}f
z`(Sb@431RKjZ9jQ0P|jP)zNK5V}+~pL5+8eUribfpZbLKzMeNWg8V@02YGT36j5jM
z$y=D<Iu_C^9~xE{tOMgq#^1MqBYx@oYN$nC$#u`erO+JC5Sr_$hm8#^DYhmg+zY!{
zcAP8n7KTL44a9In!CbA=Yw|Ep&Bp;ANOK->$-6Fc8pv()R|ZE|iFyz*C>=Zr4pyag
zldK^&D6kT;pO|dQRl8xv3&dqr&KaG96+5{4rS6qjF2V#hX2a#HKKh(MppM|W)H%d6
zDLp1fZsU<_hz{%Qgq^qdl_*fPmUKuNwcoWcep@*<c3S}kF3~P3e|bFX!QD(f4d-Y<
zXTBQQk+Vel2_7hZi7+OvS$-;`Pcq@+u5{m*{((3+h*eipD4ClK@Y9HH9#-T^<bqCv
zD8L>7&RI#gbgw=;)1vL}<<de^vZ-#`Z7evT7qjAyDHP?bE7u5GNve$iwU=F^sAn+J
zCHIJhirH0S{EPBXtELNnl4`o8XizD)k`#MPSO^5=(6FjQI*r+59^~H)16P)rjLFiS
z!Lat4U3#dP@O@%XV7%w4O^C$i84WVdDccc+t|u;W=XGNm*$xd@7`9eQrqOjnhYbwd
zI`G-WUEMgZf$EAGdlfVHgPDiGmEo4e#)V`)<6HOIGnG~?Ovo%x@i_@p+waNrj@Ga8
zszS{1lBYUb2uH;lB!UI7=1N}^Z&AIj3t>Am09T2Q2M$4l7%e^3!_fNNh*!m&Al2Qj
z>7k3t;M8({L#4B;L)$6O(mp3sOHI7%q53!dG$LLbR{mU<*9>SDGjg(+za1AWPv@cr
za4Lwa*r_i_HdPF`uB;Qw88{m_Iga}8*OdtA34K|3cZ^P3=olBw%Z=lV(PJp`XT$7P
ztR^!%RbFk98!jv*h>Oa<R&}j&6#kv-dHwWi=wj_Ym;ItYt}H*}ZrQfL=C+V%lbBc-
zhoGy<cHgq{iC*8aswuBzyY&c{$?~yO%Qf|laBi-mp@a*E;dT4slGvnPZ!$~MCL?y)
zW5p=TQR^`DreufnMIKJudnTERdW}jz|7!CwEGdnWa$^FgZ?&1^OGe!;HIw(G+Yad$
z(3nyuPC~1icW4wX#t7LcEYEUs?Q3Lie!SWale(jBPVxpJ<r?1E5V2!YVvY^VJ=s^`
zZo6!nPsVVJC$!X|xq{e&4~MZHp=eEiwWv1Q`dys4b!PV9OsD&<g~v(It;^*#DH174
zlc6n%-FK(3Kt9_ZQGpT?VO|1V2((x0NDfl-M%Cc>*%_Ok?d*e-Lb!H0nvsbDNusE6
z<$iEwpN!Fsa`<>v$Z7<#7&?TQ`Y|%=F5Z0+4qFu3YigMX<?NuxrCA*!A+YpBX%hk`
z=YubQoe<f7u27&Eu`tonLk&e6bX{pCrJ@Oo#NKJ#&T2<?UAU?oq~aP%U2T~dQWRh^
znLL1_o3A!U2Rn?*BN5qE2@D-aXJq8asx2DsC_tp~Zd_>P%Wn`^GqP&neVWzbMq69z
zlWnB_{%Df~!h@MRL%%n24#c6nEi3Xx);?9Vi?I(RN@HJbCE)kkrV=^{ZH@eH$`j5I
z*J8Q~4wWL{Y*_17zP5xt3rv@EucizD-g{bQw64u-p7pyq@=R%RD7Zqzd|lFuE^v2V
zl}zYl{mIDGnvGSzYMO@N=w^uRK(+EAuI3(w)b-6JOycT{p%H=CvSkLkb&q#^Sv=;R
zk@2Le+UZqP)DNlH7i@)3i4ktv7Gtup2^On2c&&&1#%u%47^11>kaRm36-sUjwI;)H
z>h$=mcQ>Mxhug(m;!oSB*&Dn^wlCr`GHjF}ve4u-uASd+H>~kn2?H4zzYV+~oCk>v
zl5RevD3MT=D8zmDU>d^p*|tNAWqzeyIn$Y%oL{i3MeC{351|?YkXDGa(wV?r65!s4
z<4hZ~_Cz!g>r4*Ca;WK53k|E~Lh^9`H@eF=PRuGCE<Vi6z74vn7$g80W)2}i5YBgQ
zuU*D7f(Gpk2R=OILh3{a77`UL+g`QS_b1CC{O7!@D><_~Y}{RF>e)rG@20Y~2G<o)
zOsWt%j&bOqdSQB1HMLkG8NRrLTU~MDxyJkZWmpP>gaPFrR~8nhHju9PMy-xuD!*C9
zrLpL6)1C1UAF^3l&CF6d22Uy#p(Rv%QwUNrF*h=b(2je<)=IR5wYMU$=XBQ6H4=N;
z2Ygc-Hztf@&)TODI;iq5?LN@$(y=|kEH+9Op*2{&><L*W6=JzHb(LsGs2fjrhliR!
zW0$Q4i{X9E@b%6VIZ`gK#+RAe25T<lqcPL?K4uVt#on}y)nQ$9!J8)ibp77yKzBT^
zMIfcho4TZgaqKSX)y&kOPi*Py?t+Ab`&T#0kAhZvgw42iB>b$ejQcm#g2Nn<PjYZb
zMg$ygR7JBr<x5&}DmS0tdXV_><d>cPen_LBO4lcC0V;6(q71r#K~7FsX4p*cO|doH
z6vO@!E>JQDdBmceYpMxc8LXzUM3c2~W-6j<t-RKBPR@EKHqUsWndq)4a$Qi(Di#Z&
zsNv1zF~ZDInx2t<fx9^ny2*atCGBuitOrltjNpFW!Zt3-t%HorWTLzF;u9$#ohhl(
zXh$CX_}W1qWpl%UTj4w=Wa@xlTc)~-990!uGv(odUfqsH@GxlYh9ZT4EwbU!!7~>Q
z&X(I)cBsUUL|s|znTMx`Mbry|W>c=yyr{)8)WlD^t#olIH?)@28k!K(Ng~y$V(}O~
zdDARm6L}ryOK6&^Os*r(v|oGSU}3-E(*k@g;WVK?jQ%<8l#p-B67yfq{I6JI{<#&Q
z{GXjwhtEGdqy;CK7CgxGA;Nbi@Z(H>g76{2FA#p4@H>P*CHxuTspo|6pGMeEI6(LV
z!Y2t&{FRV@1>t(a4TQT0ZzTL9!jBSuFM-FuIFu)N3e$owW_l&zy7NMQ!Phf=6X9DE
z_#o4Q-(_0xhfM#7@aUHe7WO-aaBBibnI0qj4B=-9{~O^q34c!b3&NMZG?XuR3)6yk
zGA;OCrhk|4uM&9t%R+f45UwU%L-^4Iet~JhD_$Pnzmjk~feTCv-of;pgvX!H?-O1|
zcsb!s2|UR3A;M22@H0$*mhf@He<1ux0#{xTzAxCvwBXfDZz9~Az;`o!H{oXpKTG&1
z;kO8nx-fii8Q}*K_`jJJTz*l=FSwg&!FMqIPQp(T{%gX|CGcUU1)pGA@TW}wjPR0+
z!}l*G+(x*a@TLUb%k-xS|2ly`WLogjRV<(I@dU2y3(o~FVOsDNObh<((vV;9)c%k@
zjc`i>CzuxeAk%_hW?Jw`rUl<N5Xu+)eWnFhtq#xo2sb8hFVlkWX8LZzCldJ2Og~L{
z)|ybh;Pp%kzK&_ZhnW`qKTHcg#kAm_wV`~$-(y<vex?N<XZjxqpR+E!e=OlC3G6T}
z_*SL`e~;<kC;U3$-w^)6`cS^$e`oq{372mO&jqhyTJU$77W@d)f`7-f;PD$nd4iWQ
zeL3NH0^i59;2$$B_-&@YL-?V~L-`*j{7M4<2h)PfuVDKKFHGRIObaeBE%;fc1s`Hs
z@M}y9{(@=27hD;>FF3}u;5^d{gr7*@eM}4f%2lB}!BtH65$;If8<`gTIMafUGA;NE
zrUh3GhVKbp%e3Ge(}MRgE%>6V!~23SV_NXlObdRD=|3i%+7#Xwyq9Ugr<oRf>E@7M
z@Iy?0nDA2xe3a>L5x!_kcwcY}(}Fvh7W@#?f`87m;A2b+zGNtrFF4Nh1mQvgKgYD-
z8P|mO&m`QOzy+oS?`B%?qf85)d~GOC@bgSRNcgn`p0G9K7rc;Z!ONHyd<)Zp|C4FK
zA22O=_HZa)a2?ZvuVh+qH`9XuiD|(vF)jELrUkdXGJH>Pk?8}3?@Qn(nHGGKX~CzN
z7QFeoQ2wtG9!lU}FfI6VrUlQrKD;mZcBX%u@PmYZKzMHg?`K-@%S;!C^*g#as@SkB
z)FgiK=wexMV-|mOaVU#Frr3IPuAJu-cV_X&7Iz+-%YR())#G#c=N2nY$l;GK{xpj}
zp?E5be_ru{<+*a6Up$z_FE4)Q#9aOt6kE6D@Fy0#v-lOo`P*~(PbxONDu;hzv2`wo
zKe_ngn{Fx6-_gY>#kaEfQ;Y9r@uw9}-jOTkMMZIE4u5*_R2F|mF?d%l|CwnOJ$-a>
zR<Zld_cWdzU7X#(8RF>ToEH4AwBTRdf?wH!KevHD3YcSxAO13ZaGD{OEiXQw(8J4H
z@UI{~rJwCB_=y($9WD3|x8Uz<!9UW1f2;-nH1Q86?LEyp2>tMv34Vb1MtfWEGcEY{
zwBYY+!GEI#|5OY9)McUmX+75wpSJgA;?wrN8TcHX+|B%tBpmsp#1AF>;Xe|e*5_|p
z@K3bhpLcY=T^G0Dx3=K-wczh+!T&4b)Al|<{Mw|wf7^opDe-CloOVpUpU(w;S+Tr$
zB%#BX5MR)8Xk=`^b;J)Q`0If`syL(A@#b4RpOKCIc00bwSMOjs`;&6s<@uZZ`BT8>
z=;Y5l|B1yd>>qvitByaT_!miiz74#!_mi}QUKy%cEPqbGKSuni#JBa^b;y5IaZ<4*
zv%ci&`C8;Jist$?<>fTjmqpKia$`Mu8}aG-^+7MEx$gW4@aLhuvV@(*c71_(SuR!+
z|6}51u~q(;92?4!W~}_%fqx<2jlmw~m&Kxw4?jY@EK=7I|9RqNd0R{TQ^ZU1-$eY&
zkIR4eO5m-%(zuj=j(BPAyI9WWh?mCt0^+~r<u5P3deWd{J`cLF-_My}mRa@BbDtZ&
zD@)k(LiXZf;$`9dRpMVqyey$_B>qjrOGA+a@F&E}!nKk4e?Yu6(thG!aeSzcEazI$
zhl!WP<mJr&8^p`feVXwR{Qd~|-1y$l{IYzgz29!hf6fV^KGN(@48<4M6EDk$>i>tt
z%d(_#d5CyvB<Hi7{|9`op2whKMh~)}Ucmh46E91szPpcjS-P)c{*M8_qBy;H?p?PK
z6Tqi{&wclMEJv2o3;EV@&kyyH2Gk+`X5wY}-$MKW;$`uDAMt-jyfn4f5Z`}sQLIEg
zQ#teW<>9-sG^#&$5U(Ae*Rh;80Dn?Z$>Ajb;&$ejC0q3KapGmEMDzXkHQ;mo^JC_h
zrmk^01r@XLdh2<E{{ChDZ&B<cUY6PiZT-gYVd7=M(|DZ=0?U2(D&Vbr?LcY%c8E{s
z%M9_-5LM=Th}TZb%R+UEPZKW-(g5*4BVL;6NyMMKBGgBg?EgUg1o7HISxNjI#A}C2
z{rn*D+9?tKM108Gd+DH;p!S|k{JQf3UiH5k_!pvo{{GB>{|kSsD6VmQQS5j@z!P2E
z&2nTxSj7jA5uftO9}%w|m_FuTg^sm)Y9~S(%OdfzsEVI|oOtb2qFDd^CGhyK@q3c_
zwR5(OIaZt;zAFo*>c5G2S^Upq{#%Jp`S}NdKWW+NMUn7_PcXkMLMvI$_lcLK{0+pP
zeM+d0EI=S{|GkEI?W}4X4-u~&0L{nu5ibj``twJ`%c8IEjzi$F{@2c`)~OExpX<**
zWBzm;pCJCD*9>~SZwu8gUJk|2%Gb_|=yRHQ?XZX*?jc?~N2>pKh?fOg^4sMQeXRUc
z&bfhjS+F&}zeT)u+C=~VhIm<Ywf=sa_*5=>9){e$s~w&9vArX}+dO*UjL;9iO2PDQ
z=9dL<nEAiF9{HCw?IHIwzjkoNC%-|wc1A=eC!diYuM2^<ddf0=5x+ZV`JsnCcw(q0
z#6SP-W`6DDttI~L#LE*vboc=A+Bs5vPD2M;KiqxVpqFqe`{6R+tv=d$Udi$oiBH$T
zyNQ=2UgPy&iI;_3^ZImD%*s#a%SPh0ldE-k5Am`<UdQ^pmv~ul#b+KRUOPhr%zrFQ
zF!tS>&Kq=$#_Iy&pWYPknx|vLYiC3K_F3X(sTKY);(v5rC`a|V5EI0{tDS)_7UB1L
z;<ZDqa^6q8b_#D{{=Xt#7Jsd$C&E;e;{z7}Z{O9<ociq`@!I*;czu|7d5oYN{r52O
z@*J2U{<s&1@*g~J&@n6h-=esVczJZZg!ui$%aZ`huK(^KKIL!U1m5WLgp&q6pVqs_
znLp)AXRZwOk>`N;*cReti56d73wg}SmtEo#|4LEJB7d$w?_)Ws9QB=+{6B2LA9rr3
zr*;DSi}1UOc<pF>n)nYBuN{rci2ot++VN0-UVsJB>22en=iJErw*jAP*L#>>JDH-x
zFA=XDB;mhLymo>?mj1gC18v`xXMpHxn0R@jXx@FDc<qoruq>4G8g$4Dmo@F!>t7nm
zmj{68a|`kE1W`Tj0N&R9R4;fJ^QZF0y~N9NL-XZCG{oAaoi3HXnRt0HZDBu*5id`H
z4-)?o;!`>5G2-P}v6A_Z1tYTWYKLV5@dLzbX9;41|Mn0s4+4$Ly~N9N>jCEfCh_vn
zQh)v<@lUKC^qiurH4r><^fL>*)l;4v%Kv`i<q>ifzx!k2weurBc^VYPlVGQky?w<|
z;e}PeTlv~42Ko7KJMr=$xPth15wD#?_0L1ZYsYPr`7Z%MTKU?!Qu)6@ygUL1nExBZ
zr}Td^7Az}AJA#sDt|C6w<6cX=JOR{icN3rTu|Egi_?0{cKfwAt&iwLZK+=C_T@>mg
z4+hP<LE=+7c?a>@iAU0Ze@MJ`^4~!GFNl{XlIF!F;H##Or+V(?z+3;wqu|vnXBEbI
z1;%~%n{Oc|fVVM!s)v4@czLRTT>bX|@!G*w|NkTL@;p#KpMeZkA9*~f{;wfkJD(6^
z{P$bLYe)P_;?I6geq0`9etE>bgY^8g@Gl+o5=8$S`$B!>VE{Jhzc&#t&n3~}=ZKdF
zsOIKZfY;wF!olOrpUUkoyCi&9o|ez!OLN4_^F;jQE5yq)RD9!m#HafEv6qJa`PhpF
zz2q~==g$G&#y#cF7kGYFA_6x7Z{wB9CvPGCyXOshZuRGvTFQBX`BT1qB0Aj4muG_d
ze;fX=c_;h-IO}vX^UH%m{qygLzjsrp&o1Ww8S(PyLehV87*PAJJOed<zfQb7f|UOi
zt3&?F&mZ*nSNgw2aTD?Ka6Fm#dF7`(AU^N`;^lcPnz@H~c`Ces<@{&j<v}n^{A0w+
zbLAlMd)I_|$|D72@4pWcpRPNf23~bwRtFC;|J0^IPiq}HABs;d{}$p0PYn6}CHylE
zy!G=5>^Jr2dx@84@;1J3Kk@QN`y%oGi+FkJUPk=I>q7bRs8jhj6EDv^@vF}eFOQ9t
zEaw}*=i2ps=1=F{G0;z~UGm)0yBC?>$}(fHnfc{$q4DhyFOMtH;k${K2a?9|AuoS<
zF}Q8eiw7I@-`AO6o>W?AkAnbX^^`}D@N0>er`m}u=N{ryx$%4mv{sHhnM8*>iI>Ng
z+Vw8tQ@!{h;B)=6;uWEMdA1F(K7+)kcJ(ph<#BTo^Zz#S@*ujI_`fG!p2ZM@{kI&1
zl&jChz*~FeS#&1zzmE8nZr@D2JbTm+{{{G!d^ZMPVSai1-oS_dOuRhMRL(V*hx*79
zS@^q&mxrhD4-+rXu}v)h{}L|`(>~%~3_;G?o9@?aCSD%(>bF~fw|=`bneT69etF1)
zoc#Am;^p}Z@jLu3nVQ^lNnf9Vb!#peom=Sdn=SfAW@cvhAn3Rq{Oub}(;Yh-m*nZ&
zH@lGHEME@aw>UF3dF%Mp?b#RF9`@lnq`8H~{n?jVp7r^aV@XxLTJ;BZ)6(Q<h)5H+
zw~nv3yZ)@+&ib=vKh&RR`lFt~3uyLBJyWxP>d(Cppz3{C&y)05{h=37@3+p_R2jy{
zud6~Q;<mw1m1>~cvKbwXPfe_HGMn91y#Qo`_9~oJB$u~72KD@H&oX_Vyx8pbDnql+
zt7rNCuAV1-T|LP4GmaPU8O2Q}i=kV57^^PmB#&$T6Fs!6iW*~6z3Y$dU9f@qg~f>p
zOocHVZr+RN0ONCrDbYcM^BIe-(ixlW?46q3gE$3axVUoO&f4MH6@*N~&7Na@m*#W$
zRY^E!KR0qa+PE-xJK{f#OpkZQ7N@6iM@%P5c{6KS?M!*!=za@pv1{S_{*9SSEyJS?
zI695k34SU08r=U&A~p<S#7zD=W;zaGBI-{F%ey%0=}RXOTjkp8Z`gG8^>}4*PiMG;
zBXznT%5DkheLvJSJFnh0)EU~o#X>A~uHF8s&d}CQKyKZ#69*GtyZ!2I!<+HUDpR%&
zcO=D#Ft)184cA<=3&#L&yn561Lm?JN6w+gfrzt%s4}*Y>E8taiFw@Vy>YQ@zOlTFN
zvn98M)r|@chk*wNuf2YF)8@`V-$38maDX)*9#p3;>z7P=lpP#`v=BWA5^G2G%W$qZ
zpvvg(eqSOBFYBB=!MhrDtnLT&U}GNrCpxg(h~AK%kH(4a$+`KVoo`^<cJJ=2?ptG@
zZ!blyYm|jJayTJekGSVSkR~T^qeKXd&>68X4So_d1ljb9&=4qSr(a-ZN9vQ)*7_VW
z4mhFcGMd%nhxUWolbdKlFxipe$srALdrPW3jgzifvT2P_6U7}2v5abGx06v&gQ}zX
zI`o`9%8zb}f+kMB5+A^wDu~(S0ZQ!>cRv-~<z7xSt{LnB6gNqdLm*F!xHdA3AqW8v
zwrtw9`ReUk`V~zkPv)q{dPV?8cb8QP#H$m#Y^_fIA^;7J7l(liq&IOGq=y(4Rh{gj
zMJ&sc6Nn2kJ~BN#igqReWro)J)fGbr8sG2%?;6zATI9s()AiX7#7aW1ZbT|sfki#=
z{;?}3Dr~QK&$CnWL(`3BM!_<YfhdDibs-!@ptHy%h-ndS8b~g5?H#6|HA=yFb+=Lf
zQU=rLF>PV}7`@KXJ26)wjj&jjfl>Sl1iJ<S?OtaW`OQvuMn*@+=jUs;4-8?o4euCf
z+a-(FS!6<77qlj<R%O^0a*ArQv`~J_tw}MX%?5ceW@$l?Q49QO7b#i58lxXDw(@d_
zC0`L~OOG+-;ho|`OA1nMGD8SWff=~-x;PAqT_wFR2Bm6oejH1_)eJGDeD$=b5Wdb~
z`s;JGdr9Kfx3EbvU6hLMS=cv+s78B6#zOfGa<Hg$O<sp0&~?U_s<j}RTTzID!w$iN
zGOO3MXspM|43=c~LqY(u_+i6h+ffa&ArnLJR^#ePeWxe$@r}0c>f{Q7WCi-~Uu%J9
zAnDGGhG?0_d^dD<Z9?H5Jj^4ub#RO2=)S?h&AWGBy=l19-?!Sj3O!kuKiE2P;Ci%k
z&m9E`vS@U;slx&Y<G)azCI$<t2U<@aHe-WEm!}vlAd*M@a>(I5HmiO8$^~5$`PHuH
zO+LEx$mC&|vduzlw^R(v#7$9k&^c|lKvi_b%vwW_@GdfwiJB5jQg%5g40Q!=0mW%5
zySVPO$rcvjS+2o>?7${dJ`Hke4Q7u~OM}^4$w72vz$Bw5FyQ*NZAPUo=~Y5Oon({7
zbqP9HF^1f1Di^|%>l<AwYO!-f$uwn-^xJr$x~an_hLMki+4YEGdE@ND$dof#3k&74
zSLn6C^+MzzTsnhmI}jB;)5G}*%asXTT90wr<I-?cu3dU)%C7Z}7bh&S9wf(ysXaJt
zcKK5`mi-#{e7N<@R-DyZuKfn9?$@E)5_RMk3$;$ma-rJLp<r1_Zzf4ns7v*mXD?7r
zz8iY2IGOL`0s+u=5IVM_zlV1qfxCergYep@&0!76tP&b8MJ=mSfE0UIIwyORa9Ub3
zY898GK;5M{G}7rWJD&t&LD_-?yT<jMpl@bY?<2ZQ3EwYUTC+Q3YRpdP!E!QUGbl`q
z!@n1=x4nj0Jz348c$AH`f<!l%)ZnXHC9l;wxD=y1BV->UpKOTSb_P<eGeOeGYQC&;
za@UHaiI)B@N5MGGkqYHDlal4f6rkEwrms7!`)yESE>s|f)5@)f+O9YZ*=VV&)yxW6
zcA24?SmH4)v7vCoZi5J<!_y!xXH(9p@&@oA@w9Y(YLF^}QI}(qwPTe}qY(?_9cjnC
z$XjGs^_{V-l8YH}Z*<Dmg4^{f<HMhtT#1_OgjT2}-LZhdYtS9EPs~Xupw{(Ky;`)T
z$W#QrmyP6Jb&+@id38C{n+upxX;{M|)mlc(Y_0M2nB7|Kd&V<VeJUOmNm*k-B5L+<
zmrE9%xk$)Y>1=H^sZjs!{HL^Xg~?imOE<yeSqpRNM&Y2DFZJfICG@Ep-L*^G*)*Eh
zxQ)lY>J9G}Ub5|`jaXe)-6SeBFSJH~FNJVaP_~gFBBpD*BMY|6N2#MU<I5lt&#oMA
z&9K%XXgZ{FXw~b((plC*)nfZ#i$t`>(xh6ly&O~IRBRIa;avig@QhrmRLQc|6qhi4
zhwK)x5L>;KXDlVKB+Nm(%s5n9tCrRW)hbgd52eDidTw#1r5NcR8Oe)!VsAEDa_y#K
zk-tC{tYB(>7}FxPKxdTXQM;yZEi8&n9j<rHNEx`$H<g~prgj_vva;gzZA`|$WzFcn
zw6=|eYkTdzE(&|*_BpgXm6%9bL$H`i^2V(P;aZ}qoo0v2EZ!00UqUSG%}ZPzD@JbQ
zZBkcgX%GG%FRE>qR#}gkbhYD}ox5gtb%xT>iBwK?%#v=maC<5Y*nU;x{QT@hX-Gxw
zZ6!*^I5)?$w^f!G#MktEPM&q6(OnMJU}bG1+0vnYL2}u7-FC3>VMIrUl@g5@pRo%`
zv1K#7dwvcigDVUWj~;>Pr^kmOpF#f^Lj4cebtg7MhStI2i*WwnL}8p-mU2|9X>j$m
zdgwqeu8wT3>6Ru}w<uNox8g!MKHYkYc<07#o3&$}(URHCC7TJm!M*C5nJ2N3o2u%5
zTX?CdH`i=2$|G2-wYS>3F7yxRp1D0Eqqh$0qPMb_d(c$ZRVk>!+(RtaExp3kmS)()
zx->NwP!nF6xoWp2j%TNxs#Ml7URyz8(EdV<Z7C(|M@Obc7pEYnY=LXa2(0$Vqf*%5
zN;9tvd)Tak<H{1YTrlVImUCWE3?kVGI=5}r+4-!|cl5xXWEZY)puavlMOXP{zZ!Yl
z(#SE7p~K(P0PhHEfKhq65KRtMDzNJ;i;@8=cL%&D=ECYHCeEtbY3%vQ?EXBsbGbKP
z(|i)b;^;PSayI1x2HToRYjP5Ov#>E?qXWo>n@0CcE*zY!q%7mK;JgQh)&_oRHauRL
zgcUjbS5xK^RR;Wf%Z;N`b?oTW*uupAPUugVLmHh8(WXueqFxF4__Wcgnw8v<*Giw<
z*@;FWJL57kdYET2zSd3P1HK#V4k@y1f}w^rl@)hp6K{8tn|Jjc(4e}`95#%jnzvAZ
zj8$X?Uhkg1Szep&+H2*fW8wm3yT&9@mGRjn3KbgJa^lpun~N9D-ORi+awst`8Fe>o
z_WeDtS;~xW(82o6a%o$eQo@pTTRf?4t?QUCg1OYq@ou8l-Kvc6TW$|k8&u`h%grf*
ziDjKkubs%&BJTxEAiPzlRI|3WXdbcDkdW47-9ZOD$tGvK%;jcLrjsiMT6??kxjNHC
zD@tdsgL5PMkLVT<V_UG^tuIZ}CB2CN$y(Oqwwm#|19SvDf=1H9gj#Q?JFx{9h6b<G
zun&0^UD}F<UCT*Q%fwn`;%9l|r40^e|3>Tw`c~k)X}NB_m>c(fz*xhx7b3>8#K8<4
zv7tGD;DQ8!%Q0}9&@cpHF$K)*q23o3$HVQyvO1_*TdlbqE(~gqx<doNq)ugj&Sdaq
zxy{urDfQ?5po)>PO>ltNH$5_U>lVy%>(4#&^W|iRqKl@7J=WR9h0g3m2Yx|&$2$|#
z3((Pjy{5_a4ZsIDBhV+KtlIUWLcLbfbj(BdFQ|zdAdSK6Wqy3kFdS?#emTdN7J`eU
z#HCR+Hri9$ZRJW$|KsLRXP8Fs0oJ8B#_(2S5b6~SJ1}+MQFU0b4;XcTM8F;(R=|f*
zKBTSQdOavEXNib4EZ+w;e&pZWWUg3|-(>8I*6TxRM>X*AcZ{K!xqU+@9?b;NweY20
zUn=#7{HI(jjM`(=9SOs#XR1}rj6->e7=*O3cDVvRSk7`_x!PefH$y_k=RFUe<#x-!
zJ(_!EhqF*0L0^He&~`InnFC&B%GyGW168fB)FxA2I#jYgn@T}AsXV)@eseu~dVJbQ
zJ+(_ml{HOCBT)@wY$H2jl_}gIi9-V!C$P@mLx(#1$LHo}XK=t^;r7mfOVib-V(qFQ
zDJ61=4p*`FW||U!Bl45jmfwb`mcD0p`(NACD*L?ThZ@6YZ>n>ib5TiES9WS?h<6iX
z&Tm4@U#nlRbjNed1u(S;GY#_>EXU^Ut7dR7)>vof`26CuQQ_vzI0RtJTzEa&g@x#<
zDGEI_Z#9M4FV;A8-XT9r#GEqT1J#;i$9KxwNO81-1R}Zai-F0Y@mt-FA6TmfI^A@;
zXjW#ep{i3gO=AuM_Js~~2i{%<<t!tc2cCViDq5W5wRXNBVYb>R+o_Hp>g_rllwa@F
zZrg>W2<JWkm1t*rM=u|Lh(i$5@QKx(VTegL>>r<*o*ffAtxP->w`f{$>RTYeaiLrO
zQogg#CY~aivs5RHq!I`8ONS220bK>s4IT7^eU!C9m22g{8%9U=kBow8yZ+#(>|DEr
z58~uZW2r$Mvql7)%uwDt^X8D~&MIV7<$$@MFQO;!FU{JOmz^g1P?t>)XwSUTyMtTQ
z?Lt9Q$L-8nH<1L41;&3D*hlw`kKP)*Z+i*es!!E_vE<#N?&kC>HNBee(Xw2X6K((4
z0iG_sP+I9iPbZAs)yM3Jw2fblwEfgjZ}M(miEI14b+yD^s_9Dg2B@P*BLgD~K2l3^
zjM2Nz$>v-N;_D8WHj2La+ou;s_5d!-1-MUtnY;KLj#$skE{ylV%Y79tg)aK`&Mfxr
z8=2o%^o`v<gO>xuy}ka#u7Jjo%37j>XIM-|>;?X{e+mc0T`%f`e*ymX^{Q`f){nRJ
zjql_6&wXQfS1A-aI@;lxIMj7&Jd_a*Plht|H$F8oJ&Dumd+jJX{^|2ihT@^g7JWFO
zI*o&;p{9ElC#S~xMiv(4Cig5Z;8bhh*!Z4By9e4PNtv9SnZSW~KH9SfH(o0>H93RY
zgeT}f{mIvL!2X%Rv+%lw&|&zP@?MV(M4X)z&u}{>*5U;m7rlSuvO%N@+ymmE5gXx{
zfG+<<*pI?uT<H6UmJK3R;Jy$C#a{>DdF;>UGOcnf9>`CA`O8_oulqziPCcF>%!&UL
zM?>!uT_7AoVX=Ai{+&k;`lCCKc3_uD`0rT!Yi-y2rw4Sg8PKwn?;ktpPwuoA@Y|+x
zLek6NpAN3WzrT#?uX{|sdVI(=7(m&6eMfLNo<AMEulr6`oDg2Thwoc;tSYKM(Zyc;
zVSTCcbT7)E^8KyMnD(FAe;eQ5#C*Cx<tcri1>5^C!vFfd-hU%-*01cY@}89sEC&)l
zqtE!KaTo3Y{)pe#eJl_1{YUI!^jpEd1@A&SeqV75e}@56{ypMa#6P_!+}rU-{J!pY
z*}5&{U^SH8`?^fvk9XsLdtd#pdti3+{YT==_*?xa^uNR(@%y?j=KSp;$MbD+M!&TG
zK89!U`?^<V!>hteE6#~t#-Hi;|84TV?w{E@7v5WGg-5^i`=7@%i)o^1qB#Fwd{cNS
z?QeZw@XN?%L#6k1pUt=UzVe0As`?B6C?05TSRUPb^Id(P10(v>d#cxW@s2f7-`D*(
zPu>9}e##e8&F?>k2l4ymJvw)WH=fdqg!;bV6TrvsD?Z#)cZL_*zR%){f5IPDmg=uK
zfzQ1w<T%|5kA8#E-}dKE@xNuc)DqE8?<=009;rCNW%wf|QQh;i^{(*7!)hoCNa@Gw
zr?T`7gU^3wNLjr1_?PCjIK?T>^569S@YY%P$8R_Du5Nk%;Equ0JIDuBO8Tv<Ti!2T
zA97xxz+x;QeSaI@Py7FZw}hN;dY`@=pxzhU&G+lMisBOtDECN@{<Ct#yW%nqogc7U
zUmCD40k|3eYdFRKZJ878g`DBv2d@wB|I-yQw%Pv{7b^GueeVqKPpF|RCP^0mA10K>
ABLDyZ


From c424e642d64cd6e24985a46f51f213be46921564 Mon Sep 17 00:00:00 2001
From: Alejandro Marrero <amarrerd@ull.edu.es>
Date: Fri, 1 Apr 2022 14:46:46 +0100
Subject: [PATCH 05/23] Create c-cpp.yml

---
 .github/workflows/c-cpp.yml | 23 +++++++++++++++++++++++
 1 file changed, 23 insertions(+)
 create mode 100644 .github/workflows/c-cpp.yml

diff --git a/.github/workflows/c-cpp.yml b/.github/workflows/c-cpp.yml
new file mode 100644
index 0000000..19c9d58
--- /dev/null
+++ b/.github/workflows/c-cpp.yml
@@ -0,0 +1,23 @@
+name: C/C++ CI
+
+on:
+  push:
+    branches: [ master ]
+  pull_request:
+    branches: [ master ]
+
+jobs:
+  build:
+
+    runs-on: ubuntu-latest
+
+    steps:
+    - uses: actions/checkout@v3
+    - name: configure
+      run: ./configure
+    - name: make
+      run: make
+    - name: make check
+      run: make check
+    - name: make distcheck
+      run: make distcheck

From 695d59dfdf5bb101fde7fb27d52a4831ebc277af Mon Sep 17 00:00:00 2001
From: amarrerod <alemarrerodiaz@gmail.com>
Date: Fri, 1 Apr 2022 15:56:06 +0200
Subject: [PATCH 06/23] =?UTF-8?q?=E2=9C=A8=20Reduces=20complexity=20with?=
 =?UTF-8?q?=20only=202dims?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 .github/workflows/c-cpp.yml |  17 +-
 benchmark_hepta.dat         | 424 ++++++++++++++++++------------------
 example/simpleExample.cpp   |   8 +-
 include/dbscan.h            |  17 +-
 4 files changed, 230 insertions(+), 236 deletions(-)

diff --git a/.github/workflows/c-cpp.yml b/.github/workflows/c-cpp.yml
index 19c9d58..62cd36c 100644
--- a/.github/workflows/c-cpp.yml
+++ b/.github/workflows/c-cpp.yml
@@ -13,11 +13,12 @@ jobs:
 
     steps:
     - uses: actions/checkout@v3
-    - name: configure
-      run: ./configure
-    - name: make
-      run: make
-    - name: make check
-      run: make check
-    - name: make distcheck
-      run: make distcheck
+    - uses: egor-tensin/setup-gcc@v1
+      with:
+        version: 10
+        platform: x64
+    - name: Configure
+      run: cmake -B ${{github.workspace}}/build -DCMAKE_BUILD_TYPE=Release
+    - name: Build
+      run: cmake --build ${{github.workspace}}/build --config Release --target all -- -j 14
+  
\ No newline at end of file
diff --git a/benchmark_hepta.dat b/benchmark_hepta.dat
index 4216260..8cd4a76 100644
--- a/benchmark_hepta.dat
+++ b/benchmark_hepta.dat
@@ -1,213 +1,213 @@
 212
--0.063274  0.027734  0.022683  1
--0.000731  0.048211  0.069198  1
--0.060767  -0.00908  0.053085  1
-0.013252  -0.011876  0.055324  1
--0.054508  -0.003813  0.001738  1
-0.02418  0.068275  0.033462  1
--0.029308  0.059849  -0.06326  1
--0.016453  0.013881  -0.013236  1
--0.042361  -0.059942  -0.026487  1
--0.01631  -0.036612  0.047928  1
-0.03536  -0.04495  0.041474  1
--0.000287  -0.049496  -0.06343  1
--0.065931  -0.005381  -0.064899  1
-0.009049  0.027976  0.01198  1
--0.005335  0.062592  -0.057507  1
--0.004175  0.064646  0.040856  1
-0.091024  -0.031446  -0.014774  1
--0.077068  -0.035324  -0.03906  1
-0.05515  -0.007045  0.078495  1
--0.033779  0.049066  0.026958  1
-0.044954  -0.033716  0.011894  1
-0.008785  0.016895  -0.09079  1
--0.061655  -0.023085  0.007996  1
--0.051274  0.054634  0.032257  1
-0.04421  -0.062217  -0.018733  1
--0.003343  0.069586  0.069452  1
--0.064487  0.012217  0.040873  1
-0.042168  -0.009972  0.047962  1
--0.061495  0.059835  0.025843  1
-0.071795  -0.01526  -0.023346  1
-0.058733  -0.029135  -0.011721  1
-0.078178  -0.014786  -0.00032  1
-2.418463  0.490127  0.033581  2
-2.805184  0.769746  -0.557435  2
-2.983722  -0.983118  -0.165216  2
-3.055291  -0.477796  0.370524  2
-3.015527  -0.666039  0.126169  2
-2.449981  0.175666  -0.531892  2
-3.199806  0.201051  0.58676  2
-3.266405  0.012518  -0.761892  2
-3.74771  -0.41696  0.148884  2
-3.411849  0.516665  -0.702665  2
-3.733854  0.184758  0.482416  2
-3.59214  -0.371411  -0.673235  2
-3.59351  0.125884  0.277346  2
-2.387269  0.784515  -0.011033  2
-3.423791  -0.039296  0.066654  2
-2.425059  -0.206822  -0.263965  2
-2.407337  -0.015134  0.097093  2
-2.923991  -0.262388  -0.672982  2
-3.188203  -0.476377  0.051427  2
-2.377023  0.498033  -0.382225  2
-2.610067  0.787375  0.046041  2
-2.918826  -0.8296  -0.198249  2
-2.932853  0.719728  -0.347704  2
-3.47194  0.322667  0.25302  2
-3.266172  0.207763  0.078446  2
-2.916963  -0.636281  -0.459655  2
-3.020822  -0.491739  0.382338  2
-2.844004  -0.078753  -0.660588  2
-2.826876  -0.241459  -0.143806  2
-2.771511  0.362751  -0.669945  2
--2.69712  0.342837  0.296855  3
--2.57583  -0.752408  -0.225828  3
--3.308062  0.919403  -0.091698  3
--3.970394  -0.017968  0.097194  3
--3.332026  -0.22133  -0.410873  3
--2.679173  0.521163  0.033068  3
--2.186732  -0.536953  -0.08933  3
--3.013009  -0.082401  -0.750346  3
--3.464085  0.458797  -0.745681  3
--2.632916  0.683901  -0.153258  3
--3.315788  0.017903  0.703027  3
--2.833584  -0.684569  0.298511  3
--2.722148  -0.502344  0.245003  3
--2.608905  0.443179  0.447541  3
--2.853364  -0.788934  -0.276868  3
--2.809655  -0.092462  0.719525  3
--3.538035  0.777137  0.091226  3
--2.457811  -0.601538  0.548791  3
--2.762541  -0.540911  0.251193  3
--2.929594  -0.162338  0.427959  3
--3.054864  -0.220749  0.858853  3
--3.632051  -0.045369  0.497112  3
--3.595796  -0.25031  -0.26069  3
--2.285053  0.111547  0.652847  3
--2.664311  -0.035719  0.357768  3
--3.163578  0.286805  -0.843201  3
--2.599157  0.438496  0.094013  3
--3.381994  0.308228  -0.689706  3
--3.961031  -0.111044  0.022821  3
--2.827045  -0.074139  0.54136  3
-0.498135  2.895371  0.786843  4
-0.218436  3.067538  0.030236  4
-0.135451  2.12925  0.320246  4
-0.420118  3.055572  0.230617  4
-0.659865  3.446317  -0.101455  4
-0.619487  3.285343  0.278274  4
--0.294208  3.296888  -0.174357  4
--0.362217  2.657112  0.01996  4
--0.561919  3.334167  0.068536  4
-0.186843  3.706688  -0.259004  4
-0.450086  2.844335  0.073905  4
--0.047549  3.634562  0.613045  4
-0.432449  3.774495  0.096256  4
-0.444504  3.491508  -0.745843  4
--0.116409  2.618886  0.576378  4
--0.601582  3.548497  0.101766  4
-0.268449  3.662073  -0.103739  4
--0.007967  2.91813  0.390422  4
--0.811876  2.976918  -0.40471  4
--0.003684  2.460306  0.323449  4
-0.27221  2.287469  -0.243128  4
--0.003839  3.107724  -0.876719  4
-0.175357  3.715249  0.344842  4
--0.350178  2.515348  0.695052  4
-0.016665  2.986915  -0.265349  4
-0.394178  2.772903  0.583035  4
-0.715985  3.467443  -0.171137  4
-0.28994  2.60696  0.767379  4
-0.854454  2.895231  -0.335877  4
-0.308424  3.293211  -0.383773  4
--0.154151  -2.382802  -0.552876  5
-0.042376  -3.013402  0.26318  5
-0.76406  -2.974825  0.304909  5
-0.273431  -3.549045  0.602433  5
-0.109072  -2.872739  -0.972276  5
--0.609027  -2.316553  0.05604  5
-0.563714  -2.668933  0.272222  5
-0.053112  -3.69483  -0.446254  5
-0.374246  -3.881493  -0.178669  5
--0.25541  -2.573785  -0.369218  5
--0.05833  -3.539877  0.156878  5
-0.436804  -2.849058  -0.705822  5
--0.185927  -2.83419  -0.871306  5
--0.15729  -3.035242  -0.447355  5
--0.253287  -2.355499  0.53801  5
-0.856338  -2.928918  -0.105247  5
--0.448767  -2.892567  0.036684  5
--0.763126  -3.121529  0.012815  5
-0.50729  -3.69845  -0.126832  5
--0.262387  -2.7936  0.893868  5
-0.638189  -2.885896  -0.535134  5
--0.715655  -3.174318  -0.415442  5
--0.148243  -2.348742  -0.198939  5
--0.436461  -3.189614  -0.874082  5
--0.015747  -3.601469  0.678772  5
--0.380327  -2.120669  -0.201018  5
--0.078679  -2.969195  -0.085163  5
-0.725907  -2.642703  -0.392598  5
--0.118512  -2.391662  -0.116857  5
-0.378156  -3.742474  0.42604  5
--0.646687  -0.257803  2.879026  6
-0.862612  -0.257097  3.339622  6
-0.58395  0.25262  3.164447  6
--0.106313  0.539686  3.36243  6
--0.447773  -0.165269  2.395462  6
-0.278688  -0.67851  3.019065  6
--0.499959  -0.102398  2.918835  6
-0.628733  -0.136098  2.961669  6
--0.550777  0.820583  2.888145  6
-0.280057  -0.332023  2.280202  6
--0.68149  -0.388565  2.852309  6
--0.150402  0.774676  3.236697  6
--0.175775  0.816718  2.810907  6
-0.40849  -0.752991  2.708342  6
--0.687687  0.5331  2.864252  6
-0.187892  0.099277  3.3971  6
-0.40274  0.309218  2.184721  6
--0.333692  0.726125  2.755337  6
--0.073884  0.856673  3.449364  6
-0.074276  -0.44986  2.289555  6
--0.234023  0.508787  2.627695  6
-0.33853  -0.722352  2.402052  6
-0.777033  0.217745  2.671151  6
-0.093523  0.595698  3.532532  6
-0.215945  -0.323846  2.195408  6
--0.031152  0.385966  3.106696  6
-0.26075  0.391448  2.176698  6
--0.542543  0.386463  2.917456  6
--0.306005  -0.915958  2.884296  6
--0.114414  0.026251  3.899389  6
--0.749873  0.616942  -2.862605  7
--0.108157  -0.083104  -3.909294  7
--0.410898  0.467216  -3.64399  7
-0.662499  -0.378195  -2.900845  7
--0.057589  0.548771  -3.072026  7
-0.64518  -0.276585  -2.877792  7
-0.257191  0.114881  -2.929682  7
--0.169119  0.400328  -2.853299  7
-0.228327  -0.513736  -3.600658  7
--0.512238  0.372109  -3.357134  7
--0.510091  -0.617806  -3.543896  7
--0.001328  0.275274  -2.367165  7
--0.086874  0.138084  -3.152736  7
--0.558094  -0.138533  -2.731829  7
-0.640575  -0.52869  -2.882579  7
-0.033866  0.301424  -2.949164  7
--0.530334  0.571733  -3.122279  7
-0.488731  0.68226  -3.026392  7
--0.320178  -0.530404  -2.430535  7
-0.143306  0.578726  -3.657507  7
--0.36578  -0.491918  -2.483666  7
-0.660425  -0.259537  -3.671958  7
-0.647696  0.44422  -2.807808  7
--0.110876  0.163359  -3.038903  7
--0.694187  0.258777  -2.411717  7
-0.175738  -0.053478  -2.733752  7
-0.396046  -0.858377  -3.126866  7
--0.406362  -0.334541  -2.885598  7
--0.299275  0.071281  -3.642585  7
--0.506192  0.433538  -2.608597  7
+-0.063274  0.027734  1
+-0.000731  0.048211  1
+-0.060767  -0.00908  1
+0.013252  -0.011876  1
+-0.054508  -0.003813  1
+0.02418  0.068275  1
+-0.029308  0.059849  1
+-0.016453  0.013881  1
+-0.042361  -0.059942  1
+-0.01631  -0.036612  1
+0.03536  -0.04495  1
+-0.000287  -0.049496  1
+-0.065931  -0.005381  1
+0.009049  0.027976  1
+-0.005335  0.062592  1
+-0.004175  0.064646  1
+0.091024  -0.031446  1
+-0.077068  -0.035324  1
+0.05515  -0.007045  1
+-0.033779  0.049066  1
+0.044954  -0.033716  1
+0.008785  0.016895  1
+-0.061655  -0.023085  1
+-0.051274  0.054634  1
+0.04421  -0.062217  1
+-0.003343  0.069586  1
+-0.064487  0.012217  1
+0.042168  -0.009972  1
+-0.061495  0.059835  1
+0.071795  -0.01526  1
+0.058733  -0.029135  1
+0.078178  -0.014786  1
+2.418463  0.490127  2
+2.805184  0.769746  2
+2.983722  -0.983118  2
+3.055291  -0.477796  2
+3.015527  -0.666039  2
+2.449981  0.175666  2
+3.199806  0.201051  2
+3.266405  0.012518  2
+3.74771  -0.41696  2
+3.411849  0.516665  2
+3.733854  0.184758  2
+3.59214  -0.371411  2
+3.59351  0.125884  2
+2.387269  0.784515  2
+3.423791  -0.039296  2
+2.425059  -0.206822  2
+2.407337  -0.015134  2
+2.923991  -0.262388  2
+3.188203  -0.476377  2
+2.377023  0.498033  2
+2.610067  0.787375  2
+2.918826  -0.8296  2
+2.932853  0.719728  2
+3.47194  0.322667  2
+3.266172  0.207763  2
+2.916963  -0.636281  2
+3.020822  -0.491739  2
+2.844004  -0.078753  2
+2.826876  -0.241459  2
+2.771511  0.362751  2
+-2.69712  0.342837  3
+-2.57583  -0.752408  3
+-3.308062  0.919403  3
+-3.970394  -0.017968  3
+-3.332026  -0.22133  3
+-2.679173  0.521163  3
+-2.186732  -0.536953  3
+-3.013009  -0.082401  3
+-3.464085  0.458797  3
+-2.632916  0.683901  3
+-3.315788  0.017903  3
+-2.833584  -0.684569  3
+-2.722148  -0.502344  3
+-2.608905  0.443179  3
+-2.853364  -0.788934  3
+-2.809655  -0.092462  3
+-3.538035  0.777137  3
+-2.457811  -0.601538  3
+-2.762541  -0.540911  3
+-2.929594  -0.162338  3
+-3.054864  -0.220749  3
+-3.632051  -0.045369  3
+-3.595796  -0.25031  3
+-2.285053  0.111547  3
+-2.664311  -0.035719  3
+-3.163578  0.286805  3
+-2.599157  0.438496  3
+-3.381994  0.308228  3
+-3.961031  -0.111044  3
+-2.827045  -0.074139  3
+2.895371  0.786843  4
+3.067538  0.030236  4
+2.12925  0.320246  4
+3.055572  0.230617  4
+3.446317  -0.101455  4
+3.285343  0.278274  4
+3.296888  -0.174357  4
+2.657112  0.01996  4
+3.334167  0.068536  4
+3.706688  -0.259004  4
+2.844335  0.073905  4
+3.634562  0.613045  4
+3.774495  0.096256  4
+3.491508  -0.745843  4
+2.618886  0.576378  4
+3.548497  0.101766  4
+3.662073  -0.103739  4
+2.91813  0.390422  4
+2.976918  -0.40471  4
+2.460306  0.323449  4
+2.287469  -0.243128  4
+3.107724  -0.876719  4
+3.715249  0.344842  4
+2.515348  0.695052  4
+2.986915  -0.265349  4
+2.772903  0.583035  4
+3.467443  -0.171137  4
+2.60696  0.767379  4
+2.895231  -0.335877  4
+3.293211  -0.383773  4
+-0.154151  -2.382802  5
+0.042376  -3.013402  5
+0.76406  -2.974825  5
+0.273431  -3.549045  5
+0.109072  -2.872739  5
+-0.609027  -2.316553  5
+0.563714  -2.668933  5
+0.053112  -3.69483  5
+0.374246  -3.881493  5
+-0.25541  -2.573785  5
+-0.05833  -3.539877  5
+0.436804  -2.849058  5
+-0.185927  -2.83419  5
+-0.15729  -3.035242  5
+-0.253287  -2.355499  5
+0.856338  -2.928918  5
+-0.448767  -2.892567  5
+-0.763126  -3.121529  5
+0.50729  -3.69845  5
+-0.262387  -2.7936  5
+0.638189  -2.885896  5
+-0.715655  -3.174318  5
+-0.148243  -2.348742  5
+-0.436461  -3.189614  5
+-0.015747  -3.601469  5
+-0.380327  -2.120669  5
+-0.078679  -2.969195  5
+0.725907  -2.642703  5
+-0.118512  -2.391662  5
+0.378156  -3.742474  5
+-0.646687  2.879026  6
+0.862612  3.339622  6
+0.58395  3.164447  6
+-0.106313  3.36243  6
+-0.447773  2.395462  6
+0.278688  3.019065  6
+-0.499959  2.918835  6
+0.628733  2.961669  6
+-0.550777  2.888145  6
+0.280057  2.280202  6
+-0.68149  2.852309  6
+-0.150402  3.236697  6
+-0.175775  2.810907  6
+0.40849  2.708342  6
+-0.687687  2.864252  6
+0.187892  3.3971  6
+0.40274  2.184721  6
+-0.333692  2.755337  6
+-0.073884  3.449364  6
+0.074276  2.289555  6
+-0.234023  2.627695  6
+0.33853  2.402052  6
+0.777033  2.671151  6
+0.093523  3.532532  6
+0.215945  2.195408  6
+-0.031152  3.106696  6
+0.26075  2.176698  6
+-0.542543  2.917456  6
+-0.306005  2.884296  6
+-0.114414  3.899389  6
+-0.749873  0.616942  7
+-0.108157  -0.083104  7
+-0.410898  0.467216  7
+0.662499  -0.378195  7
+-0.057589  0.548771  7
+0.64518  -0.276585  7
+0.257191  0.114881  7
+-0.169119  0.400328  7
+0.228327  -0.513736  7
+-0.512238  0.372109  7
+-0.510091  -0.617806  7
+-0.001328  0.275274  7
+-0.086874  0.138084  7
+-0.558094  -0.138533  7
+0.640575  -0.52869  7
+0.033866  0.301424  7
+-0.530334  0.571733  7
+0.488731  0.68226  7
+-0.320178  -0.530404  7
+0.143306  0.578726  7
+-0.36578  -0.491918  7
+0.660425  -0.259537  7
+0.647696  0.44422  7
+-0.110876  0.163359  7
+-0.694187  0.258777  7
+0.175738  -0.053478  7
+0.396046  -0.858377  7
+-0.406362  -0.334541  7
+-0.299275  0.071281  7
+-0.506192  0.433538  7
diff --git a/example/simpleExample.cpp b/example/simpleExample.cpp
index bfe716f..ec86f64 100644
--- a/example/simpleExample.cpp
+++ b/example/simpleExample.cpp
@@ -14,13 +14,12 @@ std::vector<Point> readBenchmarkData() {
   stream = fopen("benchmark_hepta.dat", "ra");
 
   unsigned int minpts, num_points, cluster, i = 0;
-  double epsilon;
   fscanf(stream, "%u\n", &num_points);
 
   Point *p = (Point *)calloc(num_points, sizeof(Point));
 
   while (i < num_points) {
-    fscanf(stream, "%f,%f,%f,%d\n", &(p[i].x), &(p[i].y), &(p[i].z), &cluster);
+    fscanf(stream, "%f,%f,%d\n", &(p[i].x), &(p[i].y), &cluster);
     p[i].clusterID = UNCLASSIFIED;
     points.push_back(p[i]);
     ++i;
@@ -34,11 +33,10 @@ std::vector<Point> readBenchmarkData() {
 void printResults(const vector<Point> &points, int num_points) {
   int i = 0;
   std::cout << "Number of Points: " << num_points << std::endl;
-  std::cout << "x\t\t\ty\t\t\tz\t\t\t" << std::endl;
+  std::cout << "x\t\t\ty\t\t\t" << std::endl;
 
   while (i < num_points) {
-    printf("%5.2lf %5.2lf %5.2lf: %d\n", points[i].x, points[i].y, points[i].z,
-           points[i].clusterID);
+    std::cout << points[i] << std::endl;
     ++i;
   }
 }
diff --git a/include/dbscan.h b/include/dbscan.h
index 588c53d..e8bb481 100644
--- a/include/dbscan.h
+++ b/include/dbscan.h
@@ -15,19 +15,16 @@
 using namespace std;
 
 typedef struct Point_ {
-  float x, y, z;  // X, Y, Z position
+  float x, y;     // X, Y position
   int clusterID;  // clustered ID
-  Point_(const float& _x, const float& _y, const float& _z, const int& _c)
-      : x(_x), y(_y), z(_z), clusterID(_c) {}
+  Point_(const float& _x, const float& _y, const int& _c)
+      : x(_x), y(_y), clusterID(_c) {}
 
   friend ostream& operator<<(std::ostream& os, const Point_& p) {
-    return os << "(" << p.x << ", " << p.y << ", " << p.z << ") - "
-              << p.clusterID;
+    return os << "(" << p.x << ", " << p.y << ") - " << p.clusterID;
   }
 } Point;
 
-using coords = std::pair<float, float>;
-
 class DBSCAN {
  public:
   DBSCAN(const unsigned int& minPts, const float& eps,
@@ -85,8 +82,7 @@ int DBSCAN::expandCluster(Point point, int clusterID) {
          ++iterSeeds) {
       m_points.at(*iterSeeds).clusterID = clusterID;
       if (m_points.at(*iterSeeds).x == point.x &&
-          m_points.at(*iterSeeds).y == point.y &&
-          m_points.at(*iterSeeds).z == point.z) {
+          m_points.at(*iterSeeds).y == point.y) {
         indexCorePoint = index;
       }
       ++index;
@@ -148,8 +144,7 @@ vector<int> DBSCAN::calculateCluster(Point point) {
 inline double DBSCAN::calculateDistance(const Point& pointCore,
                                         const Point& pointTarget) {
   return ((pointCore.x - pointTarget.x) * (pointCore.x - pointTarget.x)) +
-         ((pointCore.y - pointTarget.y) * (pointCore.y - pointTarget.y)) +
-         ((pointCore.z - pointTarget.z) * (pointCore.z - pointTarget.z));
+         ((pointCore.y - pointTarget.y) * (pointCore.y - pointTarget.y));
 }
 
 #endif  // DBSCAN_H

From d68f4fb51c9d65ce32f59a7c3be990dba7308cb6 Mon Sep 17 00:00:00 2001
From: amarrerod <alemarrerodiaz@gmail.com>
Date: Fri, 1 Apr 2022 15:57:00 +0200
Subject: [PATCH 07/23] =?UTF-8?q?=F0=9F=93=9D=20Updates=20README?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 README.md | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/README.md b/README.md
index 3c03b33..45684a4 100644
--- a/README.md
+++ b/README.md
@@ -1,4 +1,6 @@
 # DBSCAN
+[![C/C++ CI](https://github.com/amarrerod/DBSCAN/actions/workflows/c-cpp.yml/badge.svg?branch=master)](https://github.com/amarrerod/DBSCAN/actions/workflows/c-cpp.yml)
+
 DBSCAN (Density-Based Spatial Clustering of Applications with Noise) is a data clustering algorithm proposed by Martin Ester, Hans-Peter Kriegel, Jörg Sander and Xiaowei Xu in 1996. The algorithm had implemented with pseudocode described in [wiki](https://en.wikipedia.org/wiki/DBSCAN), but it is not optimised.
   
 # Example  

From 4c16b9862877b3a997995f5f0c41e1a6a856e775 Mon Sep 17 00:00:00 2001
From: amarrerod <alemarrerodiaz@gmail.com>
Date: Fri, 1 Apr 2022 19:00:27 +0100
Subject: [PATCH 08/23] =?UTF-8?q?=F0=9F=91=B7=20Working=20on=20deploy?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 CMakeLists.txt | 17 +++++++++--------
 1 file changed, 9 insertions(+), 8 deletions(-)

diff --git a/CMakeLists.txt b/CMakeLists.txt
index 8cbb5c2..8ff6c61 100644
--- a/CMakeLists.txt
+++ b/CMakeLists.txt
@@ -1,5 +1,6 @@
 cmake_minimum_required(VERSION 3.0.0)
-project(dbscan LANGUAGES C CXX VERSION 0.1.0)
+project(dbscan LANGUAGES C CXX VERSION 0.1.0 DESCRIPTION "DBSCAN algorithm")
+
 
 set(CMAKE_MODULE_PATH ${PROJECT_SOURCE_DIR}/CMakeModules)
 set(CMAKE_ARCHIVE_OUTPUT_DIRECTORY ${PROJECT_SOURCE_DIR}/lib)
@@ -13,11 +14,11 @@ set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -std=c++20 -lstdc++fs -O3 -ffast-math -W
 
 add_library(${PROJECT_NAME} include/dbscan.h)
 set_target_properties(${PROJECT_NAME} PROPERTIES VERSION ${PROJECT_VERSION} LINKER_LANGUAGE CXX)
-target_include_directories(${PROJECT_NAME} PUBLIC
-        $<BUILD_INTERFACE:${CMAKE_CURRENT_SOURCE_DIR}/include>
-        $<INSTALL_INTERFACE:include>
-        PRIVATE src)
-
+set_target_properties(${PROJECT_NAME} PROPERTIES SOVERSION 1)
+set_target_properties(${PROJECT_NAME} PROPERTIES PUBLIC_HEADER include/dbscan.h)
 
-add_executable(example example/simpleExample.cpp)
-target_link_libraries(example PRIVATE dbscan)
\ No newline at end of file
+include(GNUInstallDirs)
+install(TARGETS ${PROJECT_NAME}
+        LIBRARY DESTINATION ${CMAKE_INSTALL_LIB_DIR}
+        PUBLIC_HEADER DESTINATION ${CMAKE_INSTALL_INCLUDEDIR}
+        )
\ No newline at end of file

From ddecebecdca40b2af93332bc028464710fc27721 Mon Sep 17 00:00:00 2001
From: amarrerod <alemarrerodiaz@gmail.com>
Date: Sun, 3 Apr 2022 09:10:05 +0100
Subject: [PATCH 09/23] =?UTF-8?q?=F0=9F=9A=9A=20Moving=20stuff?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 CMakeLists.txt          |   6 +-
 include/dbscan.h        | 150 ----------------------------------------
 include/dbscan/dbscan.h |  52 ++++++++++++++
 lib/libdbscan.a         | Bin 8 -> 188024 bytes
 src/dbscan/dbscan.cpp   | 112 ++++++++++++++++++++++++++++++
 5 files changed, 169 insertions(+), 151 deletions(-)
 delete mode 100644 include/dbscan.h
 create mode 100644 include/dbscan/dbscan.h
 create mode 100644 src/dbscan/dbscan.cpp

diff --git a/CMakeLists.txt b/CMakeLists.txt
index 8ff6c61..df5bcc0 100644
--- a/CMakeLists.txt
+++ b/CMakeLists.txt
@@ -12,10 +12,14 @@ set(CMAKE_CXX_STANDARD 20)
 set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -std=c++20 -lstdc++fs -O3 -ffast-math -Wall -march=native -mtune=native")
 
 
-add_library(${PROJECT_NAME} include/dbscan.h)
+add_library(${PROJECT_NAME} include/dbscan/dbscan.h src/dbscan/dbscan.cpp)
 set_target_properties(${PROJECT_NAME} PROPERTIES VERSION ${PROJECT_VERSION} LINKER_LANGUAGE CXX)
 set_target_properties(${PROJECT_NAME} PROPERTIES SOVERSION 1)
 set_target_properties(${PROJECT_NAME} PROPERTIES PUBLIC_HEADER include/dbscan.h)
+target_include_directories(${PROJECT_NAME} PUBLIC
+        $<BUILD_INTERFACE:${CMAKE_CURRENT_SOURCE_DIR}/include>
+        $<INSTALL_INTERFACE:include>
+        PRIVATE src)
 
 include(GNUInstallDirs)
 install(TARGETS ${PROJECT_NAME}
diff --git a/include/dbscan.h b/include/dbscan.h
deleted file mode 100644
index e8bb481..0000000
--- a/include/dbscan.h
+++ /dev/null
@@ -1,150 +0,0 @@
-#ifndef DBSCAN_H
-#define DBSCAN_H
-
-#include <iostream>
-#include <utility>
-#include <vector>
-
-#define UNCLASSIFIED -1
-#define CORE_POINT 1
-#define BORDER_POINT 2
-#define NOISE -2
-#define SUCCESS 0
-#define FAILURE -3
-
-using namespace std;
-
-typedef struct Point_ {
-  float x, y;     // X, Y position
-  int clusterID;  // clustered ID
-  Point_(const float& _x, const float& _y, const int& _c)
-      : x(_x), y(_y), clusterID(_c) {}
-
-  friend ostream& operator<<(std::ostream& os, const Point_& p) {
-    return os << "(" << p.x << ", " << p.y << ") - " << p.clusterID;
-  }
-} Point;
-
-class DBSCAN {
- public:
-  DBSCAN(const unsigned int& minPts, const float& eps,
-         const vector<Point>& points);
-  ~DBSCAN() = default;
-
-  int run();
-  vector<int> calculateCluster(Point point);
-  int expandCluster(Point point, int clusterID);
-  inline double calculateDistance(const Point& pointCore,
-                                  const Point& pointTarget);
-
-  int getTotalPointSize() { return m_pointSize; }
-  int getMinimumClusterSize() { return m_minPoints; }
-  int getEpsilonSize() { return m_epsilon; }
-  const vector<Point>& getPoints() { return m_points; }
-
- private:
-  unsigned int m_minPoints;
-  float m_epsilon;
-  unsigned int m_pointSize;
-  vector<Point> m_points;
-};
-
-DBSCAN::DBSCAN(const unsigned int& minPts, const float& eps,
-               const vector<Point>& points)
-    : m_minPoints(minPts), m_epsilon(eps) {
-  m_pointSize = points.size();
-  m_points = points;
-}
-
-int DBSCAN::run() {
-  int clusterID = 1;
-  typename vector<Point>::iterator iter;
-  for (iter = m_points.begin(); iter != m_points.end(); ++iter) {
-    if (iter->clusterID == UNCLASSIFIED) {
-      if (expandCluster(*iter, clusterID) != FAILURE) {
-        clusterID += 1;
-      }
-    }
-  }
-  return 0;
-}
-
-int DBSCAN::expandCluster(Point point, int clusterID) {
-  vector<int> clusterSeeds = calculateCluster(point);
-
-  if (clusterSeeds.size() < m_minPoints) {
-    point.clusterID = NOISE;
-    return FAILURE;
-  } else {
-    int index = 0, indexCorePoint = 0;
-    vector<int>::iterator iterSeeds;
-    for (iterSeeds = clusterSeeds.begin(); iterSeeds != clusterSeeds.end();
-         ++iterSeeds) {
-      m_points.at(*iterSeeds).clusterID = clusterID;
-      if (m_points.at(*iterSeeds).x == point.x &&
-          m_points.at(*iterSeeds).y == point.y) {
-        indexCorePoint = index;
-      }
-      ++index;
-    }
-    clusterSeeds.erase(clusterSeeds.begin() + indexCorePoint);
-
-    for (vector<int>::size_type i = 0, n = clusterSeeds.size(); i < n; ++i) {
-      vector<int> clusterNeighors =
-          calculateCluster(m_points.at(clusterSeeds[i]));
-
-      if (clusterNeighors.size() >= m_minPoints) {
-        vector<int>::iterator iterNeighors;
-        for (iterNeighors = clusterNeighors.begin();
-             iterNeighors != clusterNeighors.end(); ++iterNeighors) {
-          if (m_points.at(*iterNeighors).clusterID == UNCLASSIFIED ||
-              m_points.at(*iterNeighors).clusterID == NOISE) {
-            if (m_points.at(*iterNeighors).clusterID == UNCLASSIFIED) {
-              clusterSeeds.push_back(*iterNeighors);
-              n = clusterSeeds.size();
-            }
-            m_points.at(*iterNeighors).clusterID = clusterID;
-          }
-        }
-      }
-    }
-
-    return SUCCESS;
-  }
-}
-
-/**
- * @brief Calculates the clusters in the points
- *
- * @param point
- * @return vector<int>
- */
-
-vector<int> DBSCAN::calculateCluster(Point point) {
-  int index = 0;
-  typename vector<Point>::iterator iter;
-  vector<int> clusterIndex;
-  for (iter = m_points.begin(); iter != m_points.end(); ++iter) {
-    if (calculateDistance(point, *iter) <= m_epsilon) {
-      clusterIndex.push_back(index);
-    }
-    index++;
-  }
-  return clusterIndex;
-}
-
-/**
- * @brief Calculates the distance between two 3d points
- *
- * @param pointCore
- * @param pointTarget
- * @return double
- */
-
-inline double DBSCAN::calculateDistance(const Point& pointCore,
-                                        const Point& pointTarget) {
-  return ((pointCore.x - pointTarget.x) * (pointCore.x - pointTarget.x)) +
-         ((pointCore.y - pointTarget.y) * (pointCore.y - pointTarget.y));
-}
-
-#endif  // DBSCAN_H
diff --git a/include/dbscan/dbscan.h b/include/dbscan/dbscan.h
new file mode 100644
index 0000000..e5d05e2
--- /dev/null
+++ b/include/dbscan/dbscan.h
@@ -0,0 +1,52 @@
+#ifndef DBSCAN_H
+#define DBSCAN_H
+
+#include <iostream>
+#include <utility>
+#include <vector>
+
+#define UNCLASSIFIED -1
+#define CORE_POINT 1
+#define BORDER_POINT 2
+#define NOISE -2
+#define SUCCESS 0
+#define FAILURE -3
+
+using namespace std;
+
+typedef struct Point_ {
+    float x, y;     // X, Y position
+    int clusterID;  // clustered ID
+    Point_(const float& _x, const float& _y, const int& _c)
+        : x(_x), y(_y), clusterID(_c) {}
+
+    friend ostream& operator<<(std::ostream& os, const Point_& p) {
+        return os << "(" << p.x << ", " << p.y << ") - " << p.clusterID;
+    }
+} Point;
+
+class DBSCAN {
+   public:
+    DBSCAN(const unsigned int& minPts, const float& eps,
+           const vector<Point>& points);
+    ~DBSCAN() = default;
+
+    int run();
+    vector<int> calculateCluster(Point point);
+    int expandCluster(Point point, int clusterID);
+    inline double calculateDistance(const Point& pointCore,
+                                    const Point& pointTarget);
+
+    int getTotalPointSize() { return m_pointSize; }
+    int getMinimumClusterSize() { return m_minPoints; }
+    int getEpsilonSize() { return m_epsilon; }
+    const vector<Point>& getPoints() { return m_points; }
+
+   private:
+    unsigned int m_minPoints;
+    float m_epsilon;
+    unsigned int m_pointSize;
+    vector<Point> m_points;
+};
+
+#endif  // DBSCAN_H
diff --git a/lib/libdbscan.a b/lib/libdbscan.a
index 8b277f0dd5dcdcb9c4b6c0b7a32153664f111266..146a717ce668a32b9482543489f0376a2031a4f5 100644
GIT binary patch
literal 188024
zcmeFad0-sH(KkH3lGbaDWDBrm`2fqdY;25e-G?ubt+gdAjAGf`u&h=qX>DEXt`2j9
zF(8b=gge|<xC1015HMH3Tp<aN1PHkkAOW5Lfsk<f{Z)0(vC{1B2<Lgf_m5BD+3B9D
zUsYFiSI<n%^vqZqjD|XvXU{5GR9akU{gqUfSJzaPl~q?37FHCO;D9__Qe0eFUS3#O
zR*4P&osb;}ENnjN&^rIB!sf%)t@qby_$#Ij{_Yc+R-}FpQNPEk-wV|5PW4*|+Cbpw
zwUu=%npf7YEh!5R_6ECKS9bQr;^C;jvZ*K19S=kjXevX&&QM=xFdiO8W~VBP_I3OF
z?KLY){Oi_iT(_oe-J0fjWq&vn?};`j0nNdN=8AydpFm&glHNj#04L)2msAA~4MfAi
z&d#1tAkrNRN8=5LtXqR4{{FQ!fk1nAUm!F%2(mzTPqZu88Hk{<LDHuw(p&;P>Us}b
zAApJY4}K~sRhFk8(@$`blb=eet18Nv;e_ngmRKm*y|9OXe)0J~z8<4#A_My{yOxQ6
z1zv0l@ehBK@$bqk-gVs6e&56O)x?9pgH;)r8vWagD)AQx#KVJexi8D>{YS31%EsOY
z#DqV>BV7g`@@TWEB2znqevChf7YOxqwsKV<kcju8!nsc|%pE7&cf*f8+E}U^f!7`i
z1;T@&aBn;i54HpXb+zkj6*GQr@X7rnRn_ajOZ68Bgkte%q`O@a4cG5eg||^1FCMRH
z<OAbRTGc2S_6x+~!Dzg%m&%Fl?d3*k+Wv~=cHoiy{*Lyt`$n|4B^I;bftT1`!;jP_
zoc@N_2Li3(mcI5tTQt}e1_SVps9m?pWW7@9S4~Rc?<LjVyoWuSE~^rn90-IvOfVcD
z-rkpTCDZK+&o@EZuLF2w17LPY3b{4(i*&bfzaOsO;NFrh_cPhD`wC?FhDSWwGFdfD
zKiS@3OG`A|KeD}BbxAH%;~w2Bft|n;Dh&M)9a!*i{m#jk<YT5ty&jt;%jfO#XzGw7
zUT<GZH#`y>j<>y7l3&*(@pe@vuv2A1g`pqt;+uO%;>|x(lJ`uKc%gF>*puP~qrvX>
zaBM_>`OcM+U#X|Pa-A$!zv?l@NrC`Fzs^WEb-xjK?<%}g)VQ5_y~0m}he6B@8g9R~
z+a&)>*?d^L?w$m7s4}4<5a{Y@Mcj|X18sfXA<{1)zErEYsltNRi?~Pepac3*_fx}%
zaQUwkTk4|RH9a}95?c~V^}XPuxcS8E9_<MLQ8zSfNimuJQOG8Dr3q!A82MLwc<qMT
z^&6VEd3SxD=c#{oHIEnk<`M1Cn8s~EU;VbpjYDtO&-+9D(1-O;e(I@z_^vzUU;X%d
ze*)S<qTTiRUaK>QR{QF=ug<Hlc``m&KlD|@&?og<{~bT6{-IBI^WW+9HO~y3R6q2e
zzY|OSwo~)!xAhe^3_Vjn@9Tz|-^J(E54}-8^kmz@@zc*H3Xpi}xBMihen`}Bc`|3)
ziZ6$1zig=aRo~z0x9*N-G0K|lnF||-`ts_B{Dt^eaLjSF$JQQKd;C-5rys19JdscZ
zZ8l3TW^EXH`W=#D$@~B9G0YxEGz`5~|FHDl?&*ek>bLyQ+{SGKzQ%2f8izh?ocDL`
z7d0=9KRX{ixqj;t4^xM(AMbyu<oSB>()e#bSwHj<cZh#A&U?3h>+|Ec-bn;opBTUO
zdF+(@wq$qhwlR&{>n3F$I`8eF%t=rG`Lpg{z_rCs|Mj0UpAe1cD!V>AJ+r8O>no=p
zaOl>5pT6PHt^eq&svkNI^*s}cc71;O2CaU}({l~?*9Oo5w8o+L8;9zO3fSFXYutvy
z>FCd2H_pS654irlAGaC(t#Rlh^!3J}XBERg;@7_S3UKNl`O@gYLw~Fvnoz{Y>xZ7L
z-!`GBUOe^AavUbQ9~-8suX(P1{OTv`w@=$jCVlVO`t8eThZ%Pm@@kKeCT$q{azis&
zb!dGN2Hf!&7l#)-TURuVSn8kUvmlH#pDfDJx$Co6VUL<$#{28Gl^4}*>nzHwANr)^
ziN@`x6is_?!uaWRnzs9i`Yli8zyj0iYu<<-`t*~VyMMpyFUPLQq`g;ny?boNu8)p-
z{^`G*c-0fTK3(L`9Qb*|ws?`RVM)9wFJ4-|Z9~D3mk{c=Jd?TmiH0E@Q(%2Rkk)P-
z`jZ@QFnHUJ#-Yy}hyKQGgr%nuz&nF5N&V0+9%<a(p;w1Ks@>2q^c6)OG`gdHdtFf>
zunX#kz9ySOgb%H&E6QV}#%+y7bL+RAQdHPD^j!VCPiwcq)f9+oelq^tA%x0?n$O0c
zeH3;M-R940fXw=bj1bj0?<e(7e(phZ0~)rCMH3LUUh<c`Qa|)5I%lZ3zUI~OTh@ZP
zetUVpe<*&R&!}9jDjT+!-v{e>`^I9sHnVPg-OKe`p2*z&WJAr9eUBa*dS&hQ%qtqU
z_hvTK{4-wAIP^mOJoF;jg;?!+*mQ3F_U<q1hdQw{@2mPJzw(Sf`&@X_U$VPlr=e`y
zjt13$Lqg?`*GttK#^3uZ*70H*TH7b|*Kg0<vFr2Gv~5iYwx<*wj6SZ+R993_@=)_c
zqM7;w6fakh9!(9qpGCA~4r$YxuLjQZm%K?7xkOQH9^UeF$1%s%*&MusnAs6EUyVQa
zFgW(TUEI$aYCer$)3EK(yhFDg3NL=~-UJLO^uH~ie;w~e2ZCu{k4M=wFOWaDQK7Pi
zA-Lf`+&a2?M9ZjkXQE|WKHuH<6KOZ}#p3uXm@ji^xiny?tbTrHQ6X8evF6p-M&hH9
zT~Ev;t!}8-2Z?<bvN_(_{q^qMQXeY&Fv)Q9Nmtf+=!J%PFEl`{L&??{NORx2S`F8d
zCnV|6bMH(6N+T4O<5(R?EY<G(3O0G?eo!VJ7*<lF0i$BqrvvZMx!?||ACHJ_0Sy1u
z1@$#g#aAO}*6yTW`d%*0XFL{Bzi7+JzTJKQL^sH&8~V#*6m;rUG~4p&SMiM6-A~tV
z^A{-czL$?VuH=c@W1ljoT)3G0od@x<@2EkG@_QfeFec{IR1Mpf7E!dw8%}0u!eHzH
z?s$r9e?umBB%{Mw^SPb-ce{5B@8CJ&YoTE;b7~eMnq$qYBJ1yxW}2kQFUId{o~#SK
z+Id+G=XkX@vJS*Pp_Jo@yhX5h@ra9gSepLq$LY*A5b6krHZ3m1Rej;yfsRP1qc9RH
zoPAQ?yu#(n3gaD-*n;J;$VuV3^M)OkaOQSH{q_Y^FdA9EjVFcrq4(>zPox9KahTL_
z83bLSttJNZa>n>}P#3`8HS)*YdR2WULX|cy??R8<DcGJNcM31a%p{U=bI-|=JH=bP
znJ=Oyd)!=EQK(oHg#7Vk!bqB)NfS>xO2Su{N7{kdr$6JmeYPy}HLNxcvd_u7Aai@h
zg`_V18STka?f8GSJ^4PVZ@TtS6r;aF)xaYX{d18g6Bo?dxPl7}|7_2c2A_L@;h%H7
z(l6Cp#$?h}@wgK*ufR|CxN7A<`7>AYCGj3Hl1~hM&QLccK13b;DQ80;?l{i+u=HXF
zeeMOqNPVcsj7y>qi6?!G{;^cqa}Mh0k3^xRTgIH@y&!9Q=7kv-Ndp@C_c8(QW2tsH
z=ucgBTp{eqdZe)D4I=YuxMg$=Aa&3HL;n_~|8mkBe^UP&#P9~x$-~+XK7+&ctST%0
zFYrib7MznIcM7*;W^Mq@xB^+ulU=}9r1*y4A5v83crs@YmygdEu_sPyYFtOLW6ag0
zTAmR@Zb5;tUZ>!KKV!W4o|Wa@O0oa114%h_d=dYOm0HHQ^G!GO#6gFELhU1)e2N*E
z{>=9MO;!9q)V{l+XOmLPY~MkKp3d#N6xDBnuRxI*@kMn<`@sIc8fZwbQ!qx(pz|O6
z8F9wfqbeK*EJq$1u)IS9mb&V=|7yUYel!6w<L~P7&4@R?*Hi_GbO=1uo<{K9r^t-B
z<GbGAW2N)#0rdYy0HXH13B3xG8b<u_jWP7%_KXNb>rp)oZT-_1(mzHV8s2YQ2P6`M
zKhh@--18Lf{#>hR7A`s~PE5=IrH+rq{aLagD9;hA*KR0WIe$JfQY9q|OBWUwF6g2x
z*0M+_+!@>yUJ&YxguCOY?dlrDwzsD@#Kl-Fj3TzB@~4b{Vqy6kE?-z8>&q7sL9m~g
zv86(H&jRq32jy;CSFl{}4fgb62W43Vbwx>O8wxF55xHfka14dsP-j<Pr=74rq0};9
zKh}Dpy%cJ-m%>qdsh8wIK`FdnN;b=pVak>FcXvk;B$b1rmlQO4`lZPdRUlw$OnX~5
zHLYJZ=fq(|0JkHxMB>5D_Jo?Yl1h8Izqb@=y>K*!B%G`-YwhkK1%s{ZfR-*<9qMci
zclE@{g`v(iBn3NqdKE{gbD+f_Iw>6OA(BBuOt|~RP#2jGf<yEZYmc=Axhu2{#*`&H
zI=O2EJCrRu2gt9TC&`Y})zjZX$6+Aswnn0r<w~9`swQ_01S4_M8Fam&p6<4YYI*Ob
zK2;kHw}s=Oj)6FJwccnOcGZ#iKoprj6r!!Y5mGnW8ts<9v2a+qKN?rYKprs??8F5G
z2xILeGuEN{V5}n+--HS%5jSiXj}3OV#-mi-ALP!6qoi%`CZ*y)OE=Q1{Um2F7VIZn
z{w0g?jx;v!8hxc}a6vr6h67p<B{;Gg^s3Zidb$q>3`0l5v9NO6Ce{51BCTO#ADx&w
zXyJkdy~q)CE$b{<5DMaAY5`p>Eh`87@B?(~UmitH+B{lnXR9nh&U!&tystYvB1p6~
zHLNUL&=&5DbVa(6M_$m^-4_eDF5o=Rg4pJ+mYz;(a91$Y6B}I6kDeOo>0SWhWhJE)
zC}6<D$_f|6;;qX<9F%w$d0km(YYWEW=*;mBEpyQZ_${_5h;S7}H(k^e?b%GZ=hz~d
z@?I2+h8D>*t@>FQ>h0CivbFR@kPoHE$$v&Nl?ro(Hx_B{Mh6OY1fwYW`nnS;JXsh>
z(Rd+Tq<N3Rx$s=i7+GTy(xJJTSxj*zC?*F2<k7OyKwQgSG~)(h${dqG?xjl5fvmEe
z$ckq?OJu&R&Yte}Lf$Z}Z;VxufB@#!V00kTO&GoLD1nsC$U*YL03m)aRh%o%$X+|X
zqy)*97Gz4}VbC6f`lwk^tz{p!x2#emjaqio-lUQi-U`x9_}508(*ZA4O3=nj$6!k~
zqL(<JpCv8(TN(SxI;FGiQ1gs$Cmf=VOpQ5y24S8jD6iHUZo{pD{$QXp5~DnHdtyl|
z(6taw7mjZ44fM3NVF2OUf-LNrr5)WiqAv639(2>T&YpolFxrlP;UMS<z%$EtbTr%^
zpb?%}pQjB8pJj8{9eQZl(HY9&s$Gzd>YUY+ACUf4)dQh85_&Nl%AGeZkpqX&Ksqvi
z!ggX(?H@P2@JX@@1Xbhc`2D8W&`}giDpAhcZw7TnDsw;EYd@(8%G{y$-j6#J9haSB
zpTZd*5d-y1Su<fKTX?eNi;0EPz6+V&B{<!f+}7Je3g>@o@@cS)cOB|x1_H5`zBVl{
z|5)EuC{GN~M4{y$w-=RQ?1=%=Udumz3^fwg)Uti`*dxYO4UK;7%KX#vGLajc80gjV
zPq)~jTK*Yc#WOK5pyi*bN;wk)ZJojPn3jK*j~eWmm4_NcRV{yus@NN9v}yTg=e4mC
z1rr0EEp1YdtqNuCL_8AFvnc|u^L*0L#i;7+A?=6u*#{bVW>rt52T@wJ{PXvz=8A*S
zoN#!PmcK3k2(GAyYBURJ`4{YS3fDAE4D_{V`4=hKM^41E5^%Mazhj^6Owa)WH11-h
zNH5XDg87%`UBbuX69e5`aarEYTroiEYx!3y#6dK!bCYb%)eMp`>pU^h=;ry?j3vip
z%)$+=b!0zkil7$4@?>bPEHx?x?-3mi(<sgMO(r73pe8b>ppsBT%MFZv^DytJ!`m6-
zI2=1hx%fy;Wc$uSMVK5<ZQ{7$k>wv4Wpps^5c$_;Tn};CJ~}cp-lbJfTI0I~cLpZL
zyI}p0HmOmWj%zTjXp;_AHJL=y(F6NVTC1vjRMpiQ+^kJHOjYG@RS)=@R81b$Yz`yb
zPx_Xsnm|<p%(qTe6)+W7HLI#=R27M}#^Tzf^{TFr>e{>F82Q?y4Pz+YdS=a~%9DDK
zbDwm$k8JLlRjhfR!OmnAISL9Vx4}!3&EY?}aO!=i$o7$WvzaMt%E3Af#jGjY^*dma
zT+tHm83<`pgFY&X-LzpxWKFq9e~T&F+QV@oX^|u|b3pP05CO77AA?e^V3L?NHI#iA
z9kn(DC5f|r8*m77+5iP~L;)|Av!-0EA0Q!m`&de=l(L<0h{6!{ZN1B)gQ##8V?RJ7
zykV8HeJ7wIYsw}1Ws;gsbhN2$lK3w~Oms#QFV&w?WW9KTDBh+`ZI_g}c<4n^686DB
zyi9*rk<uewpzM&8RU;@b*C(PbS17YZWP^?}=zw*Feh^B{l7h|=rf!r(SyQgmgUsC3
z6739kYg0G*UVsb5jl|8P#4N(2(vw%|rx+~Kmz|R54dP)}3}eii@*VwN#S)_jCA6vC
zvN2y13vB>?D0h>q^}iUDQ9_61dn9}f9%hj6&r_$d^varYjh=&pxk9=0MA^6#h+%`_
z0+``iz1AXQGejljR)Z2m*XbQh6dN#H6qC9>Kt$X;7H#<H27SAtSAL31@;?$e5%GpR
zdXxSrQ}!Wwz+JCTO84QmjNs9rdil-z-<Yt!&D5b^f>skLcPK`tA}seC4A`tGx9E8&
z<_d5rP41LTT@FlHQ@*ROlH^uH2POSYM4#AD!IHA3+@bdwOiISxlILaOF<Wbp->u&%
z$<210B+0)p$rbST^xr5-h5J28ScHd8B(5U7PtQPAt{4cRdvvvEQ%{z?V;vFl)UbhU
zPW=})`M!Rjq6RFw-6=9&oJ7RjLQ)xYKhTdh>AHHgsi!GR5S`g7(EU(9%cSe+?9`^7
zE(w1+obUntPLr^Avo`e%DfnZevkU%_{!5cC){F6XrfkkMJjIhB`9b{)5Eh`_v9@>w
z58_Qd%NH;U+#`=Bo?(8YI`j~ljk2aZq!*z`wu|vtKU>P$V#or?kM$0Nq?;|aRVscz
z(U^+!-~;u;`ZkN2>~@Yc#~%$u*#y!K)Q{*twy4P{=Su8cJfJrcd#C<4gPJ{!Kybd)
zcLmY2t9j1~1ld0FRo0Y8^@$+icCt+`kbJ$wXZPk~dXqsH?`hSh?(khnB)nm|+fc;C
zLS}1EUkgsxymTbnM`p;H^0-b97P1gboZ8fT$NZX@d1GVF%*07Lx}KK~WKDTef576}
zq)ok8njmi<uv+G2xmi=5(%-X)(b+EHsaY%|VpD`MwLGmCpkC?I2kOf*=;A|ca-`m+
z`wi;BwrH0&^+IW*tBBfCM0xHRJ*KGRJs5HqNiRP_v=q0{u4nZdB}G@bD?~lv3Q6-0
z(U>+j`pt9tQx-M#ge#>PCQWdX{=EKAlNvW;(Dkp9<f|OXU(lzc9)^G_bQv}EJCZtX
zQg5ILp_=wneXXQ6qW#rU@vDfM6h9cPdr?0{5~<*Hjih<hPV+PUMoANjg*q_9o+_oj
zWzg_U1gxLyy9~PCmMFTwd6IA(a=n(NK==#&9|j@rd;)Pu5>}an)D957r01hbc6U6}
zICZ<E3z&4&4A8x-A0+9>M+A7eB%~~}lx#Q5D|)+u8mC9Gr{3@R5fSo+5QQ8ad6|55
zuZBq0lrQwlY<%d4KlIQwxcJzVLVU8<&YqGf^q*PeeVw5Hk>_=ypOue|DaWAC68e{*
zpFKqv`6OrdlpK*y2(zc;ihOx!su)LuZ1$A>#5kJcW>1+R#?eGHdrFZQN7KjbDRad*
z$v#hvlk5kGam0SUXbp!t>3Vi<H`Kvp<~(hiz<s#(Zd|-~;yltf^Qdu+FX2v%nE9LR
zccJAnL8Y0$9fubin&TxktzkS`+Oru?h~vrW&M@7pSXqvj6NKjjY7;I*@5XPokG9iC
z5Nk94FgI{CaH>WgB56Ws?eF9Ey2zS#@RS4akmqs{4aYm8xDz0samTGIZCayGVvIOM
z8dl&DY<?Ubqye;$Uc;cL<5khGiOYd22wcmW)|6L`oyAo0O*>rw$5c&Qk7pz-mY$Z4
zxWlDQJ2F>ZmTDQbf;60Vbe^<G8hJ2IQ@@rW_QHdvo{s=8<keqHKuoZ;6*pA1X~*Wc
z!m2S@VDJnPFd;QYi^3mtxj*eVcW@=e{4@wNF(5rWE_Ku{5TqYY<+N#mTquXvOww7l
zQZfLEER`X?CbUnf#ag~JS^F4Q&6NFV8D8N~$|&}TYj(U9QykF5Rue*e4LuAsI$h(`
zbt9BoAeoeHR?76c204s%*$WRnDgRF*7@v3_fneIH?qGt=cz=g*_64sv&cfn$DXcSH
zW3fsMb-M+{YAqM1S$!X)N1Jw@JJdQ30-u_29=@Q2wceq@vdtYxd2Arq>tDwPTLF(L
zgOR2%*fv~4O}m1Ior~TW>Tf|$oJHn3myl#fj0?QrG8nXtZwiLmw7W?^7pSGhPW%v5
zOM;XT&3hffNw!aJDWvE=+OAMB7h!haX=2}V5bty*lH0k$)6&z^sd-81d3@86-}(^V
zVpL@NmSQ^-*VW<nC_**TGq_dU9bZa32Nt#kJ7eMHn%J)<=dgV>ZOXa0F5hp-g88JD
zm~j7Cl$I_a-~!RpE8ov5#2x>|i&FzGUW{p>4>6vswBPc*l$EMRa5c0vwiNsQ((0#@
z)UUAdoC#e7T=xzphW%DfOUvE~Q!@7wFe>hGf%U!Y$PKu|%sZH5Rs;P&z|mBaOqmMS
z-LLh4md<PenbdyqXrD6Q_Wk}F=3~53S+B&f-cGXF5@_Lh92>XRBX+VLb8oh|M_Ny4
z-g6-$rS*VjSnqqJPPUKCGMRgs>I`cakPjRT%4baW<iml5#j<C9G~F`o8Fcz?_DnjN
zPv0{gk=+})tFeo_Xcx>h395)2u<^_)bZKP8PDW<#KUmysWNHI<QQAQleH|9tKWP`0
zXoiu;0xR1`_L-YEhO<s3rPYOo5w$+#YVcq{z^K5D*G_)tQ{LYf``zgs+c#6w4i7XU
z|FV><eUEph=VUbPP@~d0O+}>ldB=Gk1L^!WY>*@nN1Q>?<9_dqt-ur_5yH@c5^e{|
zMA!(w7^o9w0F|^zh3Ww4P?c21Aju&0Q^^>a5IoSduB{=Xk^3RZr3O06-7cgnOhmd*
zdtl-Jf*$k90FF9nD^#j#-vTj(I;EHTi0qQ3H7UDP1#91M$Y#I45_tpUjQrX?u<@vv
zyX@Q<&{BpRm!dZ&u(yLfb5#8CM1Vh%l|}{7F$^I@gJEu7mN7h$P8~yDrR<;gSF<p5
zJzVDWpZ86w$m9yn|9L+_1#&QvSU}!I2=qi-!_jbSU?39jSjuy8%jS3(eT1fExvOTS
z4sQ`e*G%-}M6q)$C0a2lYc=_vedPo%H~_u=AEAv4Z0OZ!$8c47GLa3<@p6)aldZ-U
z#CyEJt>()$5Q2nYcV8DC(g+2RE{nut$nxP%4=($b@(xD$^lNga%|<{!55lHjUvM5>
z*NQ1i(a)yeG+F93Wh+kprr&HFqt|+--=a$6DV<ICjZ(>y7v56X(4GpT8(gV`afq=?
z{9;cf((MH8pg=RuYBe$A2jjeiSVm{WGv1odQ$wYEj}(I}gjE9M`LE`kL#EXF1BXTN
zR77D#-Vvx6pnRovq38_b1?bZU?f?jptfd=LqOdBj4>T8vzy`d9&;1IIn?-&I*NDP{
z#)kLTw3Scc^to`w#EsZTxWHvB9WC@{$tkK5kE_J-NRI55@H4K$aCU_-0RaKrEiET)
z{J5_BEd+V`fg(gXb~Ocbh+Civ)|rrIlPVI4TBucW+X|a!k-q3l)Z)VRMu}QnxIvXF
z`^<J09<J&T-+(e92PeCQWjbZ!vwc)kM{;&#Bxz?k3B_H3-F4+4yCfM|NpbkZz6eGL
zp3DQaR<{DwmnWmHYDcD;7JWc7>Y6}#RWiyNvmv1MM1GBD9Yx{QV?Up3c<fr6$LMI`
z4a(4E1L5GN^zJ$zNS@u;D0e9%-&RN>3?tuel-S63sL~E0=$X*MyT-$Ibaj*{GSrW%
z5&Z_IM`U#2$(n~PCY}8uC)+2tB(sh*`m?e}BBJGst3dOnBh3g$+y>IWIg;AF5Q(CL
ziNbfr?mED*?0YuL($T{Am1QgF78h=C@kmNF6y8P?Jud(-(YF7ZNkW9EM3)J6YK5Pu
zvh2|RHcD*k|EQ8rn))-t)Wda1ZS0MZ=Xr^QYVlzgcnQ5kEBrF0fJAq|mE<;|kTvg_
zXm7SpZmEgKkpW7DGX8LtO>Z9e3CJpvkyWsjXiOcK1<dMXbi*Bg+&-XQl8oB!`!QJ_
zc=uQ_gF`?yy>lNAMmkGM&EOV@v|>JV=*)iYKEx5>kr2nHhZtr-#h)qpPe{){+=zaK
z;9DDLw)IMM<zqa$cg2C4wl;8t83<5)KB|x5>Lz<c$B~^l66GTb372!7Ey2(x9Qz*}
zyTAgo9T}IQdv8y`vmGqP!JpvZ0rnB26&{&U%%)be2cDoUDYaAhwZp-LDeeHPcWQ-4
zXDl4fRcsyiYh8*bVWxs#GfIZDl_ik)wR06`sHY1@!dQ;P8s7o4Ifa1?82~J`OKVcH
z__dpdAzS*|a9c*=RvEYs41Vp=VW<hsu>pri0GAaTz|K5=?G1^&Ake(IJKj+?fJbpe
z;U+x(ckx2_5hwd*b>a35x-Hg>=i7`CgGUt2<9_WXaKMR;I-QHmYRaCri1Gzgn$;vv
zZ%RvgBjHeZAQHnHg>=U%+84rec`9Qt1N1aQ{0=zTKH5%qAlGJLIU~v$)Hod^nb6^&
zK*OPwJrhMojq{#>y6LnG5f-mNUD37$+>FF?ts0ZSuXRe01%U=I$+NYh%8VTEt*AeM
z>FCC!Ruon})Cq|w{MrKwsjnL+0Ju6pW)&Cf-8gX$Q+h=dU6PUQ{eWPdD72!hGhn#p
zcxkcY;hbV_ES~Lc3-)!!6Ope4@}VF&VE9q3=(-GCxKVr?ai~op2I|70;AZ#;2}@CQ
zE82cNL6PIl`l7ot3hag~DU)ZdfnX?vb0`X@7PViyUqT-g>Bf^Q=BiNiaHu9`AD2C|
zttUDVjAC&S*qqjjQb$7Bi%W22{W-Yls#crX62SxOxZ8mQj%{@*Mctm=LDYL=BdKvd
z-P+ToR2q)GDf@DwCIL*n2n|4sxtlCS9EjoaOa1UwSaL92lK2KhPIDP<Nz*-LMp?>T
zyil(5b-;nf&T`Fnitw=I=ow#AVgubWrGM}@^{6Cz`!W0^PeaohwZ>Oda~W3FT3;Mk
zA84))G*<<**%$=kf>OMD5@=}9-o|@i;{t~@$Z9GH-Vl{t;r~Tdjn&A?O+_mM7|2qi
z3fPSmC50?Sxe?|@Te#O)gc7=YyD$X3d2jrSKCCVS2Wkn<qbudn_->oXSy!H53f#_u
z%V-OK?MULUl2Q6AV)Ii)pt(GtEn5y>ltVN(pGw?(u1?%o%@>Z%mrwrj#raa&N0*$l
zROC#n*0jCFr7+N(dLiR?Nr{cNA>^+N#^@1x|GLn+H6cyh1#JYeiJ91FlXepCaxsIR
zKlReVX(D{0Hm5NOT50%1B&R~nr2+Pk_?+MfNy1GNopEhWQ!?hxcmi`(MFMk%_zI_A
zbB;{HZOo$nCYIl&ank7w!k9}6@P=-B;bQZLV*u2Z1PB*J-R<!X!qJFcJZxZq^J=ok
zKoZXKwn%p?@pY}kYIhn-6qR<_h8cJ+nzJ<-4juM4g$PMoNXoA!6yCEpgI<Q5b8#{d
ziW3PS7dV1&@3=Mzh|xQmLR}%L$;&1P+lIOX%<?)J^o}GTC8hBmtRX<prXqC&7e_Si
zW_wqmQRUptPQ-b_oP)#+@|l<FGsI4ur_Z@J8Dt3{F+L5%kj7xGgvcE?L)=IFKS;_S
zKGDt}F?;OYhEh_qauLQePjenjf>Va0xH4kl8R9PpM{^!YLR!_`6AutMwVxUGCeL#F
z$6pBh(GWutkW8cd9>O+TZDq}LD7FGw*wzTYwy^JHF^!&I_AUlWLikgYmW+ZfrmpKn
zPD4#X_>(gMLf<V(LLW_4CGMvx75@GHruBiQHHdteq|ER?AF}zD<z1NI<;-MFPYzLE
z*rL8Ilr2?HKU3s;O624(Gb7(G933)XMZSS`YX&rNEA$Y=CZ=JdBHu1CgB}&~(m@&d
zewhSKM!o^FAN`Bq2uZ@p$oE<@W{!LobIIZaW)=B<n}pjI`3OQqzLN-JCMm!hd*pj3
z36K@}24v*>p@CsUzK@e|8j){6Mn0DKg~2R1Qm|F02^slt5v|UFY%XjV@R!TTH_)_Z
zpi7%e%GWNzhWG5v;K-Mo3`9mg8^}41ARPH7Cjl`d-$2)Z)a0io2)Bp21kA#bZ*~$8
zhsej>EN3YiwUE0RN4{so40^oKOZ6)9%}WM3Eb<L#40b#rvWZpXTac7LS>*e!p_J52
zMZS_GI4bh7a25F~l8`1uK4!=v&vN@Y^3f1O%p=q2zVBn3t+ujeG89{6>nD7MgG>vb
z<al!Stu=>wy`u(oeb!j7>sz;`u1^z}kOsslW?^HT=XhpN?#4?8)p<@bKsns&`pohE
zCIJ$b1XO1_N!fY8+t_C<PheLgetj~2+mL4vHRihsWgaQP8~d1VNd{#Ndf0_~_MHZb
zG3tAg@fyRvu1}78min>5F2_CF*BJMwCPk71zpk$d?&;DNQ5%*XgbnZ6Tf;+tC@GE{
z`w2K_JL2%@zbqM!IsBmw?7~{SXyUM$sFxT4;KpP)BO<^?jl15sgVDAM?t1dv$HT9l
zdZ}JTfLoJd4hsR$kKtMflg+JSz#YjE5`(}-vm4)K=p~g?LExTbKq?BbcohZiPeyAC
z0~@8n`;eE}2pk4z>>&V<eRSUq*k-G(teFbcvVDI9QMQjr`Rzzbxb8oF61~30Wlp%x
zonElXs3<E1#k}eH{0=X@Pswjw9x#0xJ$p-UTn6ZwM}BQ{{+ubl!FiZf$zb#MpZxcP
zT1K2dck-tRwG2Cd-ee!n0a+6p?g5imqouZ52|T~xh{S4%d|*LGVzq=`P_UV*Nn?5o
zn;Jg9WU8q!)k)aWDW<+uDM8DonCeocge;$8X=`FuOtF-;Kr1I(x>~4JlPy&(*y_oK
zrd`27sCi)FWI9vj_RE?Dh5QUc*1|<PH6UwYu}(T?EiBPV&8&r`I%$@*uv}ldf_^LX
zCjPC|!~9#NpTxg4`uQ+Q*22a5_58a;e}I3N>ObY*<@(!9caUDdc(pn;E^FZmotl%i
zaHUQS$XZyZlge2OSLqiq{c8Od{;k&^=HCYWCH`Hb|C#9;_5bkiq53$kU#rjN-zNP(
z{QE6^9^{Rfw8%j;YyHHN^UKxdto1AB5fih`S~1L8F-<hoVZacl_zgB{)_U4AgB~#O
z(m^?Ey`BtE&04W$<NEwN1V~sCP|jMvOUf>1EsOm(iR^0D`cpD~`>aJEYSt?9L;fF0
z3EtRet@n~a*=DVnoV89cP>fmYU&(mQSt}-IEtYzR!7gVlwy!a3eU%hR%~~<cTCpze
zEo#F@1jKvx*6^&At?r>G-h-)&`ODR;Wye{($_a;Otx3sntXV78h5o`?oMqzhtVO-V
zn6;)S!x=Ga#Wn7FPZQRA-1X#nt7is{125I9S!-5O%;B?EOk=nLv-hc4Yyad3iL+MR
z?8ZUDAibn=YSx;c3`osdEMCo8i;~gWX05nX_<2(f&ssG0Fkg{<bl>6FW~;5Nc^Rh3
z_I=2+7LksK2^60xCX{F7{B4aH6IMCv6S2jF2x3A64}jOB*~BUSfsKj@l^HYW86z(p
zlriCuWPmCrSa(3aM}UMS0cA{Bo0MI~1dIJ2iR>yStV_mkj|l{#VnTHT<bO;`@Wvh!
zj!On*iwO}K6XFJn5fj>y@tQFqB4Yweebiu=F@f!C#Dt!tNGc{o5ECL@+Go@T?;+Um
zp1n036HZBrqhf*`XRRX+$AqC|I95!EbfLen7MGhi922OQ7%}1EWH=*Y!bXj|-s^<5
zo4X#zgzAhLG$(qgUd4pVl41^z2@#Fq4m5k8iV0UGM@Wnb)|qS{VUS)@ITaJGO$MZ5
z0*hBM;l^aNwwSO{D*Ss>4#xx<dx!>PAKkYR+ibO!HE+Q***;N3TOys=iDXf~cEY0h
zzDw3(H3ekOBJ}l?UiwIkw&*~$DghQ%zyb;}B!^<i_F*ZV1?qrrVtcfwuNP0JXp0uA
zy1a>WrWoprMv<kZb$_%)i`1cliBui#4sA9M6{|yq6T9%H)G+xa>fl^HI8299b+DKZ
zT6&bJ`s#^Tnj{jBV2u{aGiZy-)q#U2c8A;X6rp*bLLI1Q&G8YAP@px^j>iqPMU`Xd
z=BQ^@)5L`8DpmchiFhh47U)H05UbCCzFHkvhXb%wpam`M4Ti$nq8fFid17}W%VKq4
zJq{$YEKx@`5E#83hX$b?OI7vZ#9&n~Q`JXsD~9Q{Tpc`;4-V7dAa(F4#hIwZ!RqMI
ziZ$_QtvY&)!D}hBLLEBRV6+acRELh!vWhG8y&CD=O1wyl?|0zQHmyWDL_CHr$!{g{
zG6^89)UQTWvygP$br&^^|1FVa`v@hgxJrKp#R3tD1v~NVs8;$b5jeU^l_D}Vv)5q?
zSIa6pSbxW)@9hX`rEeJYC@K0{8-1-l870EUqGr)ft@Le4&m~2FqK$rq-k|8YOKGM5
zkn~(q^f%h*SL&M;JzlWs?a)d;mh@aw^e@}!>-0MmJr*hoN43(=Bt4fDy=b!9>(_sy
z==p72t#r4f=aQl?vC*&6$D%Y1?d`>vH{x1p7T(DtgK|+ZwAdI{>otl&cKlLZF>p~a
zTw-IW*EcGLzFxc(q?PWa7`Uhyp0+VG=vOO-L1ohd;;4?qWLdHN$HsDq{vxyBHCt(=
zB9@_wiec`zEHkaqcPj>^)B%dYuGCRBhDN;@CF&O~ox$!+TIrvpnYg3`4B6<9(1R#V
z4%A|a1w7t7fT#Sl^1@t7Lrtaxih93g%>sH$CfoNIh%Xi!eHG1l6|IqeT-$z#nu#a&
z^~ALbW04tcVl>>PRcuge&SYwnC27Us8Bc(EV_wCPd6k{AZqYiE{V25@jbcAq6@A)d
zMO$%9#@CYn_`Ir4RoQC+1aj#0V?4_s<)5I61YjTpGnRustMYW6^v<e0Lnj4t1s+cw
zjGzf}2_|tDDtUt@-;e!oi>%6X^c{*6`LK#}#`4+$zam0f0|i(Y=#Ll#5v}4}ZoT-#
zMzCG~ok7s4Rh%bZ@y~Cz5H8feVuF?!miq~HXcgPX(A%S8Ezvv#h2@5qLEsG?fQsw!
z!%HW1BoIQUi}d|al`CLutzw6d8ZEXH5$A?!1EP!dUM9i|u3^l=6_<?RB^T}^I@PvI
z^~;!q?5I^-HkPa=UL^v$vB4VvU9LaGR9$$`r(3JIMw;L&14qag@hh*=|DecXa^07T
zYsYeP4qOi`UXs9ERtBiw(X&vWE4t)*LKW9Z*rObYuhz>^f0#HihGp=yiW|m=bBK=3
zILvNYmDlP)9BdZ!xQSMAlf=!cyjj1HF=Dd*mNDWH!k`;yQ0G?tR+I_^9^ay+Br0wl
zOHa_zF87G{h?Ld;h0gTf)t^EY<`p7>-*1zCFW6wGlP|qzRo<q5Y!PE=hl+dU(hjQ}
zsc+W{Q4du%<C}UIaSwTMKEu20-V+TbXnlvi7A3W21lCZ~DjtzGzk!I@-~0x?a?xG-
zW<}0RuT<=mwt3DZ=8Q#F<=y)2sLHB*PN#90D|n!36<1|bQT&I<c}W1;fb4bsb%w<g
zPI&*nVp|3uoP4-41t|Wi?`8^VEzsO8X;vFFg3M}|>rH(I>XmJ2Nr8&*XYi5&{f^{s
z>4%|SxekN)yFTf<Hh%R&d^dp!%KS|~&4S0m2o-l^@R|s}7*6<i{d=g&s{AmY+FiiI
zt@79OBru+yR38N_!_e^$4r*+fy^a`WnNRZn$O!+=Cktg&ewt5q$g2D-pH#@I{5+pp
znpOElJ~bh$^2>aZI1^8*!BRb&1Hrz*r4+AmAwA~WoGXr`SF^8y(Z}34R^}N??WB0v
z3NN`pH?{BpzD|fQ7~=7%GQ24MBj`5%L=T=`q^EPt4FGF=t^sWgcl;Wn@j#UMy+%rk
z<6DjNfE4|aGPO`<C0fGDJXQ&1%nhEb{4~S0GEHXwonZ0Ykzh#k*(yPM!>!3r5s*1A
z&UyPN)0~&7N7sg%6Yo+cF=rN-Q<&2o;D5`U-!_ynEy*@D%;`=U*XA7l))X$t!tLSc
zQhv7x1z30bvYhot<Gm?<Q)-p*rqm6X^`@^j-juo#o}RvDDt*xsuW0NTi_%(E;`gR#
z3eu*BwW^b*a$m2)33m&YW-SThsocH6<cl0JVO#d&SqD$=>}f9r;mL`F6<lo)e|^^c
z@al>GIf#hyn7vkYN+NZotT)KVy)|dz$v^$=L3mnMt2#B2w6r&3kQFSbTmQw3u?J7b
zy1W4*JuQ*6Qq~*fTb_Hqt2pqhgP1&aVl+-Hrzf(M6cdj;Xz+Diy`t&0+`mBi?ozGl
zj6{YqR2qaI)O`N+iiK|zVM(!8b!H-EIn^4Z`5PX1<o->bgQt@ypq`aTTfx-^@z0i=
z-gey$|2~L`%e1O34#Z^!@tuuF{{5sMePOi{3}+`Y)EI3vnWmNP@ZYu>O~lnR7V_1q
zwkC2^%6db_<RA5XdBGsadplsla}sIGP-zg}{;w;p9{B5Lz{Q*ORp-x0=u2g&Y-soU
zwLcw;4wZM(+Jo<YC{S@(zyJQ*KRiY|cy3;1K)w`+SCuvID<G16ji4?{gsS4+mH@Z-
zl^ebqf9k-W7d^DDfBlKO4=RhGM^{~%$X6}<T>@jr(SZ#QZam<xP2KD6e{knl)Co!A
zRf(MCRBO}zAu(y!1w)auUtUr7!1Qlx2bW!g5ma?uB2%^OkO_<%-@W<XwVyU0aNae)
z^M36A>Y%dwFe6mmoXA*$CBThtnZW(^YhO>e<F8X*{?WY5zTX#q&3%-#y*-h?0=+bW
z@9i<g?ay9v#K+g&{K29(TbK{4wSe)SM8-<$v<aNw%{t=ldw#Xx$Zu_UWa=YxG}VKN
z_4|peRosUYcrSamZJ#f`?|Xjd$L(*A-MCwIXySd)fwwGy_o2bw1@YNSZhPVEt>0^Z
z1pYiQ6L#8}$X8Ng*eQ{D_7{ij_i4c^PnTpI75~ouUmsNVJ?ackCNfvcPM#q3yB^Q!
zr`+6dQSggresLZcsmGJP&m^)|aJ8*FynpNoPh9iy#8VDA{l}ZDuG@W3`wWCwvH1D`
z-V>@`qEBt3*^la~m&=Ei)D!>Kn-Ey`hw_^84Qo8&C|_y#2mqc!aMPMM%)i<_|GG76
z@iHzgvqQ-8nLm1X5?4bf7_edvz|~qP)rS!_-pfm?oNY0bO9`rqHS~!`ak^C9>=var
zhQ}UnMGM7m>>zJ?0dj;}kWh~SvR}}q37r*JALACJyWIc@*+E{wtXUl(5EnM-?FGg%
zGQ@3!A)V$Ej1h8=5s?=8(8Q1@>OMj5pH^>j3DiYvQm``REjDEsqsKjlQsz_>!%$`h
z24nSrOQ7CHJg-U*GqXZ3SYRt<-+P=Kex^&Xt_C~Uq>#}%p}-c9&$hY+YxJ9XwOCNp
zCov{sIEAXd!6j7d;dZ_5wZN2Kd4Q~b%q3X#P&?R{BfuUZ&7N}!*2!x<8Rl<j9d5DD
z$o#Ln1dAqsT|NTrBWmXVxC9HXwKwyxBfzf2U7_lKxdiK3X9vScry7Gs$5@DYw)#t#
zVBy2;V5bfPJ2udamBWz|pu|G;?P9uI*W`>90jk!jZxOlk3N>vI3z*>rZ>{=Hk$V|I
z;4S$}Xc@GwSc_JDm&l{rA(>)2mN?J2RLJoDJ@s&G+7OKSp(ldmm<%+6@a5pdgU0B-
z**@CpzETXacK8JO!vnFK?W3s(k4f@D+TY(@bi<2AR-64AS;S9(h1CxV{STd#b0#U(
z52w-JoQ354_6i_8#4Zegr$zygIKi1yCnmT>XtTtX?$6-GzN&x5;3;M}Q$5=Z*H2h)
zvW^*YhI`pH3{P=e&`7b<j>5CkuU(_?^u#Eh4x27KQU1m?3eS{`Qg27$3F`NZl6;mk
z?ZUI%yJU>*1R`CRA!oTij{+p3u_mvXAhPpj$Z5`axIEb?FxBCCj@6ll^L<ktp6CAI
zRvmySb=pi2Lmi&zK5>g=&UCEO4=pr4%gPWu(|zd{&7A5O&9l*Hpgd>G5IogosOO5(
zo64Al8Lepq8qapwZqdx?j?u0gfyUF_RJUm6e8*`2GXjn0yE$&r%n6Ut7H=AEH=gi}
zXWP@-&7AQV?Yt3aJmXcl)y<sp812;&XguXDcZ+7ud5l(sVX1<i>Tf*f`Q4(KlOCfX
zBbtCV&0Gg!>9XZo_4ADCCX`||6nXkb>pY0(36`U&?8Y=n@}&8pXA;dyG)ZEbqUeB+
zB4DfY{xQbtLG)RocucNugycedIJS7P@j5x}C0s<|?pVi%6s)Sh_T=2tjcdRIFy&%J
z2xFb2s<+0V>@mt()h<k9)fq-vR8`aIWTsg@meZ7&^v7gOlM57`S@p(PkmMTWIV%Fq
zI0eu$a;Y`tf<9nTy_fM6NO@v28r)o1`2A%7!TJ1my3i6J1_!n3iF=9|9JCNAlZsDV
zR8QVBP~6oc90QkM$RZ<X@*Jb&n>D_q97|lqdhs|5f8PsB235fhdjwfSh<Jn{46xOE
z3Wi&VF?tP<Zp-?$BlZ*yxo@l{8Vq4kp!Pk*s+7Ieui-_gJ+oM~M4}s-=L2h0qtTqK
zX*8bJOQUhWjGQG=V>He*N0%Ipv#c_Y#v-fCqj9!bHb>(eWAvRNN8|oR8Kbcdqp>g}
zmja3!jpj3*qv()kBh1k__e5(nnooXyQ$!w(3egyiW#3>l+SIg0BjfUDBqMx-j$lI_
zIU0AtqoW^<Hc0zu{PmuKC630o_7u)G8b8@nEORtwq37(8#cZRo09XeFR)pIz&4|Uv
z=Xi7CRN+T9UM#*i$Ga~VR~iIQ<aiI1HIm}R9Pe^2uQMn<$nma4&4R!>Nih#kCY-<(
zD@~ejq3%RgC#jA@%~q~y#@db$y%iN#$O=_+2WoET8h=-B9IJvXeibzjb4^_^9z;ck
zC&&9DSFBVu`=aLesHx7##;WQI)PjrZoJ}oqSJ6VP_iF{9LlW|UFxtL&q2~bmg{>kj
z!!f_Mza*?)i<?-B7kQi(bEym|&>BVi36i;si#?8u?1dP$K~e4?)DmaZs6stP(LU@2
zZK*RV9<GG0SnGfqRlPUKFZ0L+jS|~m6*6GYP{d1dMzXlv*;pZo`)x(~Db9x$S2$}x
z7t~mhNKzhvB_80}#g)#md=$&oDA-4RfUR;S4U_x*+OvxE46;|Xvj(l`7k=$^r9p^_
z+Tt2#SU&34-j&1)0$2>cKiC}#2ij<4+~CRf77kzq8da+;)-&WiePzrlb-=Hcfea=G
zLMs-(wIFh_9!?8E7}eV112bmYdl|;1WbkYKCP+6v5GQq52!PuNfU2~`-^$p}&RkBl
ze(gb%5s#wwOU7m}{)rf=N?Y7LjFD>n+J};H<U*T9%Gk^npEant$`-2?I90Y-mN;9?
z4?WGprvUM|8=jrOGsA)YNO*wXsa5NZ4u92lc_C*1#UwdzNsAuap=lG|K<8i5mrGBN
zdw+rhmECwKR$DSK^XDiCkuR=5&scKG7&cN#)d+D7A*?_&Y$X!Eysb2EGcF|VhY(7e
zFw7aW)Hvwf!{C|)Z#ap~CX{#(fCk={QL9Bufrw`<G=3~hX*cvu(7H4+^(3R6@_8vT
zBW_&NmjIUBH9AcBMF6z;Q8HVP1<b9Ua4fEqmYkUT6giGoe_zs>OOI1~PX?h+P;_2$
z9|^<-p<5fPxZSUjF!4K*_&mF;Ku`!@^21T$ad1~?2b^r8`2@xJB@c}f&6oic;K_DC
znhcig93@~mPZJ961q*J%ZMei-63hJs+U^rHdn|ckl+cxG0_fKWSL}a^t?@L)EO~mA
zfaN?%D7bz*9L+;ZIP)+HPn$E8LVV7SNR!o)7e}dJg`CC|Ucsrh2GfkT<dsq4mGfNJ
zuh9S!?RGd?=4Z*Pql7cwB2s`4*#YUxsY~7%C1AC2TLTx@tfPLKt;saoF8T8)AuHrO
ztiEY+jD<I03R$o>_XF;bCDecZHcITspubBaNb!(~D>yh6;5lJ!$@`<kD-FgCz_F(r
z4VQpEaW1L*=_nB^+OT3H-Kt<Mk1|0q1pkFwKudOy60e-ry)@u%x8Nq+N1?Hs180Vy
zbDbq#F<NXs4eHkjR%D)Gv>zFhn`!LiFrNFkTT+H+%dt2Vz3bA(o)X6sD9@MDsC$b;
zXq->@rpU3rHii7q2;_Ij1_h%;Ha_G+GqQfBsVvP^$br#Ia7$*5+N|>BxKLM@98z6`
z%QKLCn3u;HciIfGlFYGav=S;~efa)%)DH;{P+)n%l3)j?CCQdljTYQ|>5)!T_+jOu
zv&;sNI2eYJYripaSC@%>zJ+b7F6>hLdnN@Y;x>GlOb&NU**jIc<oa==nug?Zt-LB5
zOFMjvX)!(>Q^<00xo?8p)kUXyjJ?yswk&3svVIRN#;dxqn7L=0O-K}D*y>f99F8BY
ztdbI3$waYCKYdNWPu+l4OBCl?(v<TVzGctgLlXQ=3!Kg^(SI4dZO_2TA*}n#t)``v
z8`^19ZyYUr4bD!7+vR!-TiJ!NV|#$DwEoOORz_iDxqRR#x~NTS(;^$r8E%oQVfH24
zN2|4b@fn>&MbhtExMU5ZCo;HPYH$>aOK>b=$lW{lTvKH-M*{Sv-%M{BOA5W$LZ>dm
z=m{dO_~s&{{y%e&fQ~+v&JwO3EqFzg7mKtEKmR<_I(EY|`t{!s-LU+*7Pj5;jD6EL
z#I~9KJqvz>=~>3DdmuyFzG29;jwu4RpGSROt~)u3Zdp=Bwhy#LqOo`YD>7P6xX%(}
zcLIyKXS9tNF2?Z2#PiLz*uB9*?%z`(Hn*H*$uVtaj0hI?z<)!S^v^pEvf!VcW8t44
zk6KJA`==8N6(zdoux+O0?CxPHkL{rp!#h8)WZ1pKGJdj$GHlM7eu3GP5zb**&-@o;
zN#AUB5Cz{nMse$fQA??^jU8IjG-3RFXo<2rh(*bDI7c%~9Yh&kI%>OVKD(D#&@2Cq
zHrZVDf+cH&t61Qx|1E*iUlkXcZ8PP;U;EP;k9^o`G)Ann#?lCPU2jRUyNf0LWz>xt
zDar8Gn2XF7*}cVb-uf@du{mqN5@j0C2zo3}KA*N{79@GnSATX8rxl56@|C$*s>>VK
zczdH6tGn}ODd@VBt`RcCGP<v7ULI)0ccXU6*J5wF_f8Mo6u(chc8iJBT+b|D2CqOu
zW?of?8d}*LUwI_=?mw#A=;d@v->>}=jQHF<wz`jQ{p-A+?K>Cue6zV`9#R;1-7IV_
zu+O=KLSFwK>!%ByX&q7yYQ<iMtb?(ZFDD*8fmBL7{Lk&f5)Vr*wj~}`qu?g-Ffcsv
zFyL2-hns-lIp7X5SNg<55*U?u_{fA3#Q-$$QY0Rd;9(tHO&t7fLoxnLxPg`;@sJ!1
ziHA!Q;RKn{MdHB;(@Z>6lG*-l0duR3#KTe?G!hTIn)1Iu=pympB+*PfkT9{~5?E#h
zyUa!6!3j?#9vJOr3(ZC1!3oVuJTTzD?0{(#4^Dta;(_5-UTU`1NIcY|?Jg1zPS953
zfpEnQ7PwEOO*}XO8i@yn`@jyDHu2yDXG=UVV(n#S>wRMBSj4<ki3cY{Gx5N97u)gD
zCLWydjKl*CAn_+VT-wBg6P%TJV8D{gZS75)cyI!=CmtB`Y&&Gy#Df!LV&dUf7M_uK
z*u)(&ZQ{WRn{Q_mq$s(<Xu1qe=@So5crx+8fM*Q@bdh*)LNpT(4El-*>L&5vgl8lk
z7;eUuMx!+&@j!voP2#~3TO}R{R-9^KyGT4Z!8s%zUL#PRFQu1UBpy;CTZxB~tA-<|
zO*}Xu+Y=9GTaYwY!K~>M5002J@i2hXGagcJ6E4p{a^)7TqzxpbPdqqDuq7TAQeav6
z9aDlGJbmK934CPY;aUrx#6j)!iHDTPw!}jQ?iwoNn5qlAl$42w^itG0vgk`DhdZY1
zoo*5jDJ9aW7~i%3g(Z#Fj4>>hGVzcSnGz2QyW$!Li`k{5OgyBQqB1o%CKF@WDt+R?
zNmi1?gLbXiDCPY0iHG#?12QvkoCVH{^0-Mnqz5O5aN=R71+U!DPM2FL6Aw=Cwp;jS
zLZ;xl;dWu{l!=El*h=fDg{+Li$SD&KX^>5e{M^D;7UA4L%EW^cwk`3%!D0UO3Dz)r
zB7>()JR}Flqw@@Xjs;ETNPte6ct{Qna~M;=I~F<_gwYd3q)a@d79sUtb%SXdQv$+H
z`ox11xIOW}*15$(=Lv@@4fK?WhZN|B<+U44&Fz*?pLj@tZ8LqV1#cS0Fn#*OLmC;<
z_CIkD0qe|zjZ!BboY0471UT`)PMCL-X(+oBSWL>qgBvl1H!ie<*uB9*QYIeU2(h{4
z3ro%jx3I93i3hjBq<>m&HVtRWf`9lHddkFuqZo(81H0!rON!k+EG1>)!G#pVI|trk
zw#4oomXR{?;6jGYIagX@OoJI?hGnHpJh+r4ee<=0DEKCQ;=xghLpHz~KapEa<JldQ
zKJnmIl;NdUEJ1cJrB6J#6=ZYO%I}(u8sVz+iHFe$l>YjjgFN_)Z=0t~JUEIPnGUer
zRdAcxGP}E2Qp&`GOG$>e&amXzy~T1;CLUbMu{rBQOVkKwvAmRthf&CrzB(Fr!_~Ew
zDb7ve!BLQ7;^9Y-U^|&fo_HYnX5xX&%!vp3rXUgz<lf|o2PbV*;-L|Y**;>|eRS(z
z=lyJ-hMTI{Tr)E9pz;Rx+yjw2<R0i92Yf=uA@`t;$d?{YyhG+5GJi5G_wXPNm@hp%
zg@T*h13uL??5ziUnoMOM3h#sw>mbHW_8}>d%0EO+FmVVVjf_Ex{6kVi`W}}ip0WU!
z)LMWkQV=Ntk%gFYm(gB9h=L62A`9URYvv)E$bh{TG`HT!LmW;{R4+jAciv6`p^H3(
zvrID+LE^+8N#?QaJ{Oq?XGE2YV7x_ln|LmA5zcs4Hi99~vO}iLMmR$n`3MI5r3Gl@
zBU)eq7x@Tha4RE0$fEQfn+eipB%C3QoCE`Iu>+>fNjL-AvJ#B>njLfL*fd!QXG}9M
z!HDy)-ks`6K9M#r;f!cxCTLKJlk9+LGZW5$R&IhJe`beFo11Wkv}Y$6bmqObhNsO=
zID;nUC*l^Ok)PPg9W-rz!Wo@26a*@MX(G$Ol|Dn^j3{#y3_0gMqxnWGO#5<#Gp3oP
zVAw$u)=iee8PUj7FyQkRppmDb!0IMXkpx|3DhOEYf4^Y`H?K%I13Kg?wh%1OuF|+J
zausQ?t!%{~M_{MTRybqZ^A+XaHx;Hi4dzXsuSkNbz9ZC!`&B&7t|Dljszj|Z^Gd6@
zNm)1xu_Z0;q?q%mC4*(s25m^6v~Y$WnYLK}1G5n%(7;alzC;>qTjFA;g>I@Z>~c~j
zF5Jj5QWwQPG~1CVi9KSth3%H|oryFu`7DmJ7uzj?d?x4SwTU#~l)u19BE$dNg16dZ
z7nCxA;YyIoVT2!Wu$*-&sqz3RU!HIlmn4hvj3rO?g!EYqHv(We&NR&Vk=Y*p5UQI*
zh8ukL4NExBlAt`&?n#%+aF*bd&3M~FSN37_l-Z25=!S7tJ~-Ss44yKfkrv#t%uN=&
zvP}A%hBLe^tHJ$WJY*_PRxt*2`m9DOc=|#zqX#T>>N5%GDH9v1(8(;uT(Qd%U=FPW
zDJgRsX{E?k%>J=yBU1<hdiwN+Grm2+!B*O8;oE({_$d<{De+AwylKJPosd4qkrLkS
zg*6Y4G?3wi^l6UtVx$}Hc8~%$%){)OI@94Sz%kds{+RfP*&Mq+SWwDbhdV*0V@|c?
z*d4=iQl>lH$+3IrAC@Sy3mYC{c_}j<qmU<Eb;M57f~GjQif`YiOnM}d<dF7YPd#qQ
zv3rW;q)dCbl4Ck*&ZA~??2ckFDKj6g#Mu3GnI*|IoZ%-HmooX`UYvB(*ACL)ru6xb
zB!ZG<K-gEC9y5(-_f`4~h<jnC!(Ovw*&UWX3F2Os-D_(eH=8!XYw7bKqm(IK_hSc<
za2?;sPnilyA}vWWggrO=3A1^2&#|nO$q?7FOvml8MA;q3qEhBVT#K^%E#pbEVI%y;
zB2%VBMki9bt=B=Ko2*C@S&n&;pF;-63>i3*=S8T^W?qEM&3TdXWnkC5<mu#j5odi=
zX5=}rX8Q<0_fcX(=lyKodAJ9i%{3!4BPy$5&x{axlFSHwr#?w)gg;@=?`3R*XnHTB
z@VCQqBfrD}GdJ=_6kO#-Vk2@RF(Ws!^eGtf1c-5!8%YMFaw8X-V4@9>ZgL~Z5Yg9T
zxb<%V{&Tejm?}4t3J|%G%BPL?3PKcQP&c^|M_4mA(n$uqz=G!18@Z7vIZ@?C=riTs
zD?#WcH{vMM%#DyZ@de2oWcRtrjW{Bz+z8{X*=6Fn$&EPTS-BC0yv`1pJ~!eBY2-#2
z@B<6b$c>x^3%JRRID%Wb5keMgpRt)BeQv}N(#VZ4;PrOE^tlm7KwEBvF+a9rE*+aL
zH{ytC=0+IN|E#Uq>2o8Fh(>ON29>zn4wybS;s|KvMi}xPJ7oIYh$EyuH^QLHpR+YQ
zeQv}NG%+`_!$LH2BR6peO`jWaMCaTHfr<}IWEr?z<VGA3Wp0EaS3GYt--w0jb0dzJ
zW^ROGFEwFZ<whJ4job(WzGVR#xe*Giu5u&J=qfitz+&YKh80}pMjQbhawFFhEYGge
zxNdSIsj;ox$QL89)8|GUvF*8$rk|P$)0_tLy2y<<qpI9U4EMWuoIOC$JXMMR7&EW5
zimTj+qYzte<Qa-N6J9iBuuR&Z4K8vcj_@OMBfXXY5@=wj&W)tTw&g}%x6n=Xg<VeS
z+=vS~MsB3>XCn>8lGr1LTU_KuQp@DCI8I*NVF~0jIaj%n)Zm;OiOJl^-amI}k6lpe
z+=v@NDmQXwGD(KfUiD!%PMsTZ6qh77@)t{<>Ip2MCDp6_buI+p^qMmlD}G^Gj!sU|
zqZvQt>QZj-+4U^p7E6NiNV_L(Zp5(#PPq}!OQ!zHK8&6^H<AwBFiyY%SH@xR)VYy#
z;Fe_`v*49wu7(FvFEr(Bds}XVBgeikCs@Vkn+%`wjgM6DbuksnPqxs>ED7kTb0dzn
zk;;=<jJe{^mH;vg3rLWXIyaI|iky&YUomZD3PJaGksEQux93LK2RB;y)H4nJUF1em
z;hRp-erc+2cY=%DNGf={7uqcerhyV#aqH-Vkg^hsk#2a-K?>Y3k48eu<)@sxs$*`1
z{ZaBO(_nUgu%Ohr5l4d!7i2o-Doc*tF)Sx_Zp4)wyNAa9+HBGY53#(|xe@pBq^n{M
z;@~R2yPrBY;w;G_H^QF!ttH3qDVCEuH{wQ)>8KU2n%1*Bip8YPjkpnG_tX8Bq!E5%
zajA17uEj|=O?l01mnjWya*-Qx7L+VE!oE7!5@z?6i`<B7VWz`Awq)5I<{~%ZT9(~w
z?XQotqY?jH<VHp(Q@ZZg4kF<?zN4QyH{vWUNp6HaSNj{Yd3MjStkk&?x3Wyf-EE1o
zJB~%A&W*SgW%t|kH_V2a{on8#i%gvx8I?%swhJ62y2_0>%W}+(ybBrJ3fYw8xe;o!
znHwQ<b8h6Fm0;Jr<mnW-5l4MgZsbj{X8Q<0_fcX(=lyKoEw~4r%{9)s5lU;=lOsf*
zBso%6nlw2=hvbVRw?j51N0$9-SaRe;959n3U!veDIT9I>9Eljok)wVGOP&fbu973k
zfK+niE)z^_0i>JcNHRop_J}6Fv;eajEx=UCkyL<4jx_(?Xs;kdK?Ze`9C3s-lOsc9
zz&k8xZoQElxrm&ok|Up>uX-N<p_}B0qf9e7LgGZhAJCl3*nMu2BaVnFIl_1y7M`2r
zh$Ehr9AU^u?2w;$aLSwN`x$kPkVbNZ0dxLnw%JIITn!7jNsc&zTgeeZ7Mm=17fV?s
z(N}#%g8_Hi0n;Z(9CfrMM;J5jPo@oAENA7cq?sIH#1=bZ`s9eCmPT@f29@}M9WZ@z
z#1YU+jxeP6&$d>lPmVZ3+LI#;dW;=3eR9MRG%-1HkA-L?M;_-6nm#$=h|b9o0u?!b
zF$^FBmy6_xBce=>Fl1mDq>II^l5{8IyBZ98zX|IqIpV0LksM(_&tHwEn+se~V0D!o
zaYk3k5dsz`Sm-X6xN<gtLvmy%!Sd`X{pBV(;;5{NZ6!wv-W-mdJ~`ruZBLGLS)eqh
z!MrY#BhIKQITFDQFCJ&F5HwF!LN{h!X%$z=5l11m<j7ws=9Ii;%3ztaK^t5oM;zft
zCP%hg0!W~NojN&^8rzl}`NTpu)faX-sgolv<QU13$lD_g#gf<~hFe@DM^ek=vp7zU
zJYxyuGdWkuk<{Rv9Er%}$fCbFw8t(eb#lawAe9`sE}105XfBc?j^dIeM|NBCR8Me`
z9C0B4r`Mdi2>ji&9G#q^N4rRlxWH%EvxFxt3CbhwbQYL$5iI8j>y#Xs{*I}?vJa!D
zPL4S0Z$meXbBYD7jKkomlOyTCEzA7Yf>)Ng8XicK9C3uVB}X`NEPgk^Dn{RA_|(af
z6!3Ks70R!)(8(+b=&6$<DbUF*#$55WC4daW0urR8PL8CLA}6Hd-!pAw3PJaGksNWv
zw<kx~2aj3!)H4nJT_i_R;hRp__kT?F?M`r!97zRl_rlqh1k*qXtw^05Nh?OW;VlO#
za0B1lPn{fb6fitz!K=owKi2-kG??8VEGTty#FZe^F+Z~8*d4=iQYS}T$+3HA&iiJQ
zMtF$jrB05xmnU7d!$BNe#kcoUCr6wmIV4BeQ=eLL?4Dvdsgoma<d}{Md|+D7?kE<M
zIyvG-jNMN^w<L}56N^io9C0m9x~b|zvt6b%xXDFw#92_X<Ouuf7E74jS1ytxu7#Nn
z%loI<FuTKCBu8A!vU}}pOPpy(BmTKaj*L#Gblpb|BH=o|rJp)E;w&vma)dp1{70rW
z?Ve*<sgomaWton9-V$YZ9E(bw9C0hk?zg2Mn++S`Hx`*XIWj7d(rtG*NOYAPahBzn
z92tY_aqfMx3novFP@B!<2$`FcBVQq9g5(H!Iz@8CQ6H5Y5x5zj?IQr)M~MlY_p^OZ
z;zo2f*ElCfD6L^nju3s;(iZ&(+4LLI*Wqch!$hbv9E^seQEk~ZW5oN^)+cZr1Y!Nx
zDCLT_P-jmptS!6N%NLY;ePWTc>Hn4_;hr{a*>#ej)JD**PeutC5YPh=*GrNOHj)l~
zu_S5h?2C11%WjY)gEo?gew-v}5645=vKuAEcWe|J^)pNg`lR`?n<ULs292OSSc}@6
zwRDqylSvNZo5z%*$>I|t<~?qxGDD~SGU^LNTTgGeTU&P9n1I})!(!IIvEdKa&<4m|
z`d1P;8V<H<%kCcg!WdAjC$bRjagjF){zQE~4gx+JmICg90JYB|wk3!#oD<cLMLi4~
z3x_vp%kGoSeUNCGE60mHY6f(Q>z5d`aW>BVlKM|3HSNJTK{igG{<tKMhdVp9W#1pe
zSib)#XaM%>?=yvT#}6giJR8BFo`+JiAOft|rY(Cw(qt{&te4=(VWL-chzG}r7GhN9
zJ567MQm&An%hi_clzdxlBwO^2iljT(g>Lz%B)P{RF`&-Yx1;JXKn>ulaoV!S#)ub*
zM%jI<{s142h2t%K=)6yi5g!_dxf7tB=jy*gRjvR{KNCGEWzG6j;n;c$`4lYY>7Rn7
zS;V_~+ajG%@98n@kF2HJ^!Z@Rr6W*WTlRwNbSDrNbviI_*ZoY=*DWpkQz`B|BC&VL
zi}Vgu>Aw5m-<g3xcVAaH8VLpB(O?9h4~=xk!|mbd($1dl_QJmISfsr>+**iQeAH+9
zvYgz{G;PXKbdTw)CeNP+WHIFi=staQ!Fhl~>BbC{)=WKvdXSj1V=PK*RcZV&sN95q
z+NMZPEYK1}ToC@xHLb6qI}+E#@~B5Y2*u5U%gg&cWBB7m)dqDr)vqkaSDS@)3>5JY
zvjF{Rl3~D+p-wV<+hp*tHMG@A%t?-15QFq+F+N}Xg2^bFAP@8U`)KO&lRdc(+R5A^
z*bXPvvapd#O4gI`ttWiLIn>kF9oLqh?wNY=w?LI4s6Mv2I}~o^&$k9*@zzL>w)_mw
z1ilrMff-;Lw7?*vA1^gq_mQb|u9!R!g7>;(fw*>1;k3)(kF0~&>Br)D*1^sCLpuGg
z*YCh@fr!Kgf}QZWR$C?lM^_s~bwlnx@CYIV$Km=pC@GHKj-XasV{)LVIR0YeI6{BO
z;ArU#c5l*FlqwD`Dvk+XSTc^%-!(Ww-SKFrR(p`*;G*JKW#c$TpN0}^6^d`}4QsW2
zgM*5Zjq=XoX$Fg+=A$*o>T3<Y)<`?LTkRUf$3>(41{*kz)6X$D+M~hV4z2cEii3+r
z`)wS@>kk<mojn8Ls8)M~;^3mu{x7Ze2lRIhj@~E+nO1w8;^3muejCRL`ZScd{k?tN
zA#j8Y4k{{+K^sR<Uu$s0dV?WYETTBLs5tJlakS`X7#w}Qh_za6kK*8>;`p77Bcy-d
z;22cq?E^~<x|b{~p1iNDwzukUf(Ie3M|EFq#bzJ%J+Z`~64Zy`im+aQssbWahCP`S
zGKvw6*}4oiaJ1<w4Gz_WGZlww0&`q%<7n6WP|6jiGADaTx_F9c<OFkYhklzu!(H!M
z5A`nbwv8mB{}d&>mx~zTeIL8YLo7{hGOC8Yb{AE*Cqz|Q;;2erenT)Ip~>aNI(njU
zE0n+PQfQkD>?)MY5(_;F2ejh@fk;n;;`i7?CR218n{n{>aibW2GkGqF20QV6yKa1)
zx;s8{RynY+6eifOCMOqxe9F0)$@W{aKu#X~@Wp;h7toARAaHsU4aR$-g@}!d7rR7W
zytqHu*%uCQpxAHuUI^Iy4ZsoX4PA|0rG9^?zYCK~>2CP+5o|nA4gdMXI|6#GoR*fo
z)8PKh;vN@R-^;V!hCra7cRZT+W7ys}pHHSt1?%qDihz~vBl}z?D7K50Cy4A*QM_Dm
zd1X+H<C&<WIMN;H?Zglds9Dl;7B@ii*5NnXN81Ao8f|5(m>xK~IbLnn5U3E^%qBQA
z9?){?_R1?ndE%f}x3~W5z3KWyo46T;ak7wEU!AFGb^DB^2^H5aR|uh4>n3DDrAk@i
zskE)RB(QD`9uD%%2BZ+hwB-$TevFm7SVh`;i9+}N0Rks8f>t*rgAY{Vz>(eIfk3dc
zvnNE|VW|`WM`c#&8JH;Z#h;)|=3#W|P!kBWclQNCgM%ey30w_IGrv5UxDBu#ADB({
zb*|afGgKd#5Mmzyq0a<x>XX^-4yRhRC+x?nYW*5pXqCrMO3<!&2&W3#gf}o4GM7xJ
z??C2@%W<xidA2(dCB>~_Q%Vz@fv2kOutb<5wI=Zy^v~Qyuxrv=u%sk#XrL=N7>Gqq
z3Zwgzt{LJpLY~YP<^E6J)4UBZQnrt_Ub43CBZp=4)=R`kI=Iz;zCM^KwE4t^?kDoa
z7PQ)bJE_+k9OlSgfOt*?IXRN)?ixv_PU~(oX~lWqfXC>x&VS$DiNNLw-Gv1E>M*8!
zQ35ynA08$}o^ob_Lu#YWIAy2sKR%4w=6&h<r6!{wM{CR2)BYER@eOk+c~puM>`i9X
zyhTts+ece3Sw{DfId!gBWZGMu{V(O<YStQqi&lPEb%n@z!z;8&lW>{0>IRWZGBUWA
zulgy!ZGop1D@|4f*kE&!-)iSN?tjlg5wU+3HUuncu%}Hr5_89@?}%Jhm<~>&F2Cwt
zkxT7S0)O+31k%uAnKvZJ6janEU4hN2J47yxv%T5itKM@bCczKXv?g3Pz!_txRopa|
z%I(V#^Z?YV>FSyzoyE+7g-%-%&<H}TC)ht>18dZw%dT4J4y>#y7VZp(@bTtunvmnc
zNOw4jz241oevbCx^s%R#E_)z~{qndeY7#vOx$0VxOCx#G&6uZGJtnvlp)V1w?kmR@
zPutSyej9v&fQ-_qyVik)W&mG3Mrc{9i?de&hkk#J?m@rzs4|&TJK>+C5^5J_BPd)7
z5()}FF(1cP2lq`3`sIl#*gGSd=r5_F%PyNudN)(!O9L8pKCu(}$k324{(yOIb?cnb
z!PEUf*cumHz5aE8Z7#>v<Rl+ZIhN2ys}UcfKdf$_Ix6T=(!4j?(;I9L#>3K~aAPn=
zm+J_^eAQSZ#*<Mt?kRLvPk(p>^sN|_tGh-CO$JHOnoVP>I~ON6t9wU>SyBPaVCO(^
zb1V=(u`ftxV5;@^lh0z`01jWw?uhmb1gPN#9G{G?uCAaF;eC9p&?ZnETwPN^LwmxV
zWa#A;)F=7T!PN&<lw*HpG~9x_M@AS$za1D?g!;)4fUBz2gS9UL&YB>{ABsUneGj9F
zWaz%1VjBn?j#1ka<r^jnORdvmhFe1fMQZ;zp*3zqU?}h$GcG?zX!YAMV|tFuo{D{p
zmii_L@Eos-zWOdI22?RGUl6M&=%HyaUQ%ioZp^j_>WFZD8bC_5NLO!XfS$~gCsd!J
zksi{6=3&Nb`{sCuHJ4%BH0cJUXaX>BV=$Jd>l@;tVTa1t$IlaD*prY4EFp)JkY%C>
z{oK>HCqk%?vuO|mNQShFIF|4=Z#Q)r>PnuY#=Zn+H%`I)SKv8gTp5nfr@lb(Z9b9F
zPQIYyo-M8vGJQwhk&d~Tx<Ct{$uSId-Zz4hbA))ygcDuV9))?)H^P*DuFf?y6fqm*
zCEpMdGnv?CL2kA|Uh$0~rKW#Ngq7-^EV9sJ+>D(B@5mEIAzh=+7PSelkgt!Jm;>i~
zsXt(PrH<gGk)`vl?xO)N_p^QbW8X{O#mzz9Qibj#))N+kvB0xF$G;DqwzW{Vo?x8b
zn5xh%*%5=h1|tP`lyMnrU3MWX9s(foXFz+JXwLvGU{Jcs{zj<OjYJhDF3&NH%IAZg
zy+l5r57L1Q@g)MgXPQenWu&?pC!sfCh^s6Kdy7AlnG0PRLyn@?h+DQ=anE+ktp?71
zc?N<AqMbP5WF-!83xl)EpasEa`U+x^YY3&v_Y!du^eJ}>b{L&CiGNv8?Y34`yGNnn
zx_B?sHauKa!<M*5DaD-zI)@eKTTrA>Lfh)y;xU$N;2RbmxlO269*5Im&!MjH<UrqV
zZ=;E7te=80Mp0VxtQQk#)FRm9(GQxpk8p*{m*J|L<1T_mbG<m*6eF)A_ZBx`&hf}4
zK+=xTGU$|W&wwv#es5v24DNe#L@fcgyHmA_re0(?apoGsc}=jL6!wTxSX7QGsjYcl
zWStgyPv@{k0WI4{`(7G_***$tx~~qyQs?ST{d~sc;$-O+aL)E@6?!S!#XDp)-XSOP
z4h1>hxxm<IfF#Y|1>OSU^)JF)P3pjFo+2@xy2HK77L`&Jhp5^dFite1VZNIc_QNMt
zBX0+`G`5uZ{d`)RA=XWRW4}xHf|Q_#{;PtDO+k;4pk4bx(5d1KI@Q{lMi8Be_r=0U
zaH-bFGw}?;w+uYji+R*xio|p}+u4-{tQ=siJr)*SQseXq|I-C_N;`c4#WTc(6QMrs
z+BS#4Ptta$@znYqv52}-hL?zyVlV#hC`NXbitV4DpcAXeim|PW#4|LKUQVM0Opwer
zO3Y9aF_>!3qWSJ`sU^sX?g@Z+n#gJf+dtE?snDxUGFZhi0FXC!Ja>vIJdx8;rO5wb
z@6F@uEUN$UdG1Zqq$zFELR+9MX-mt}(kAI%O1h>cw6vugi@^0JxoI!W#?8_euq+CQ
zB7(@GD1z*Zh{z`TalsF}C?X&#xS<HBAhL+E_<f%<bLQFay-E9d{r>so)joHgnX}EA
znKR2XXXc}V6x$8S<6M#yG<0csC~>p19~q)jiZ^tJm{pOO28aw2-5TjC9taRmQ?9k-
zwDgg<+8NDD&;(~V98!=27*M}Bbd1%-7Se^mUsw=d_d2Uw^mY&WqJrqm-YD-fmk7zA
zvo=N7g~o!ENDwBJx8-5Bvaii4iOO7bi!-c_-UF<tEhU|8QLMNP8TF=$XQiCGBdAF^
zom!9(v@(ajfo0QeSOw3e+Opj}JViFjAF-cROSh;6`ww>MzCk5!%+Em&8a7xWb~%|=
ztdkGZr<M&pG4<R!J6}YMFSj%tu8DdtL*k+Q{6T|jB9r))OM+{oA@S>iBx04Mm~QR<
zJ{>{%UnEQT_xyC{m^ClmmX&jcONDI&HDe*QUy>Kl<1{6t;^lOnb*WQ1s?q0=h}Sts
zd=YO+CrKUu)cjnmBRJ7=CXAI#tI;Q7`743F`M-B*&0<=ZOvMzgB}R0d4kA`pgOD2Q
zWUy-~aYTMuj0-tSa+@oOL0(aSxxr@Euez*9uO=<r<kTDiNs`XRG+A4lUk=xmo9H-m
z#<@zliH5*8I<s$bi5*u!E|(e+ay~`Wv{sT1otm3S=a)u~$Yog`bY(Hvrxai>=*-+1
z?_s`%RMAra-F3rf#V+*{AUFKPCkhY{r+Y>}+lx+4?1}RVpnF`_IR`)XQdmem;pYob
zuny{spFF^$0di1JTwVZQ+|jxHF7=|*r<2501<<{o;!NUPm&6FCh05R-CK21J=HxQ`
zF%y&QhY6PlKn~G@C1C>pQzQYHf7(G-RqdnV7^Ad58IKq9ld7HBy%igSwxxPHQ?1z^
ztY0{rEHyN*&k~K73#p_zjg3Fqo}EBvm0U?Aq)m|XeBzA)B>b-O&%5~b*dp1T$@OJa
za%tX<Xs&_7T+bOd!KV;4`c~*RajjGL0+v9N4msQ>MwaBY*6dwRbevOy#P*|F_H}3O
zD=x9gOf24zGBqOP+)vb4HM+#7IG-bO(+d!&orOs)_TX*Fq?)&8nz!+cwq&B8)>tRq
zqY}&WXG}Z!bIz6%zNhwS{LKYK(F8a%=LQ5wI_Fbn()lH@=Owcc|7(Rn$uN3b0Rb#N
z%TO{&lmPs<shqdxXD{amF!!Z|t!E$x`<w#Y1)Z6n?PY!zwf&0=Fz3$!W(&p-yv!N<
zi-njQbov15eB?48;e4Kq?{)c^&+oz>_Eb|E)yG(l6$eW8#b_{{Zx>BxEgPWExnxGy
zvKgzSe)X~ZWaf2sc4=u~b)K*!uv6kA3{{fn<ZbR455p|<G<Y}R%*Afw&Rjb-gk^j5
zZm!04WFaxRXu#Kz*(t?Ck;Rj3rnwVibD3nOiM<BpwF>>_%KBlh_XfDKq72vZdzfqd
z5R*k&GR3a|9%~v==I&up+FiZ>Pk=3V6-N0NQ1!h$KkwNn)9y_1C9X^Rkb``gg^^%h
z-`cahHq14Z>#KftJOW3zPKR(L9?j3wd*a6LTrxC!!DNm-VN~MR`Dx5%FzUv~9xVA*
zQ=B8nF3vB_TeoZHp^JfA09ucoYMM0+te*B-a@=oeb1}u)K;wgD`3cw27Os{|Yr40s
z$447vAMulgsIxJ=PdZNC#?QSWi|U`AC7iK`NUnL2SHygS49bVa5-rlSh-EQz!-R9S
z%beSpTfwI|gD?t8HYf6Di&m~hQEBXq?r7nD{%<Z_9wi>=JcfaC@|y*y%>lLG=#KU-
zB%FDNik7e}xd~M>xv>b{Xtktr*f&~yBeVuE;oNVza;tFI0v_n>P4m*{@>d})@C-g+
z(B{*0?~VcSpNCC6X1K$4-|)YVOwS9<KYjqGzvt7)E7g|iply`RJk(7%7ZFu=K&Q8I
zALw9bHWon(<chZ0@NkZsg{G{Rbf}yY&YwVAH#c4>JkVK6X5=3QsM6wXU}KjiH+>q&
zjiU~FinEKft_J6~2(wXx*yyIxJt?Y<v`h}UJ^?~TleE5!J)LLbnY=A;?I!b5oCTML
z#Rfd#{MF?~%}Ti4zlXVPn4?X2!bu-yv&Ze2xlVC@PGj5A1yn}kbnlKPTG&E&9RJxR
z={)7K<3&yW`eN8k+>`9|!sepsHh0X9*EFwm90)ES_)_VP7T&$G(C%<vupl(JTFBe(
z%?7(e&6XkGmoXe$i5)|UKMm4bA!1gU>T04`Hx@mzYv5|xzA?37Ns7NtB%E6GnZr*-
z!yeveGt1VP-W__l+oD#;t|)x&qtA5}W%RjbNEwAoX=+eWwijAsMcE_#q>phGoOp=a
zPwFLE*(IeM0}xi3-i;WktoS`wwCn1SFs*{>&rcDbHIbE4GF@R0-Mr;Kz)Wy9a+$tN
z4qx$Pgua_KEMFFhUqu;xP^l>U3X1f&<x4j#Te3zSynO876|)>w@0f_?<H?lF(Qo*0
zvwqbn>sPhH5J#<x&c<9qITyf+CWwgRTucs->}kMD-u2EdAzSSstJm1?vuI|GeT<Xq
z?NG}nmb(JXL<|OS>_qqn3lA5S=5$+gZyP>qFM}^KCOB&OB=R^ha@WoYrZ*Tb1a%C_
zSzBi%CN~Gr%k1bvJGaCR^vF;<)0ZfejF;8fep1?#*CXF@e4a?d+fXf^JklfJTq~de
zK+{G>`i^xa95S32UD|h&*z|y`*k!Y^vnSogRc`}6f~e&Od*z)Q0uU7*I8*Yi$sCPV
z+uqx5vaLxS;vrR63sPYqA=e!s*U;6Sg)gh7bEt<-?JUsoqzZw%0|Yon-D>&N{ajVe
z2da(-7Jp8A&BfZ-o@&o_2-@@!*HE{F?Hq{DXkpay8OEKagkrnM-9`&oW1!1yJUG{m
zBvY4|ggN_=vPr0MrBtzHj{|T+jSO*oA~6*X?_Bs`wF#^^+5}#anB-9==H5mVXhsa0
z<Z{%)1vK@nJaR_G33ISd@f?hqj-0a}Ep9A30We1{81Z9ppv<vj%8|3j&{x=Hw<E_#
z9zODSoK}`x;`|fC;Un4oDstxQ@y6lxfObqU8fJrV3S1oyIz&wI*}O;2WeG-Us!OSf
z6{3pi)@Lm}tY6SN^pPuRYy}$<@##(klBH;3?mS5pG9(cw(5IdwR~4pUztB*AoJwFD
z68hZVBiT<WzYyj-3lliTB`_@2ptM`fy^wB5nSN3^;Sg*T-9)kAvH_oKWa>~D-N_FR
zy&rIU4}lscKe5+>dC)BFL7n^)_Uhp6%#)woi(o*Em^9D_uCmhKBrCED9aXaw<yrdM
zWEJ^<(4LnO&Lrrg^z|gQ5s%MM)Pj!~6l=R_KL<7xV?(~2ZasG{$aa7ceQIaQ|K#QA
z-K2~TgTBUp*;03Qf`?vwF8xcg?l$B%>3kbXDRuNZ-|jGMp}ph8%PF0Q?3~Hj;jJ*G
zuO#cf#=OoTUZuOwtBXDi5F01w@=7|7W09}4g30erPP)24{WB#0Q$$@CjG?Yq>35TQ
zR(&7paAwXI>bl2D!X*e9*mt)x&`w^RoPkR$3zRfdpRgyWn+&{dsY?dvOGfEIyI;Wg
zKGCKt({T%=GC34fqp1;>zMPzQDc7h8n1Gf}+wDActp-2V*rUXci(K<dI{!lqYj;0S
zU2WjO1wZX@f1Z-g4@hrwb~_vGjgpPe6ANE99-(X;zWdo|&q_Al3S?uf!$(|{F5Z16
z_^5%E)jmZA%h`;Fu_wbH#T<&P@bF$3U>YW<Qc~%VGJ2L$hAYaZB7I018SYZDLKU1A
zaHFLW1N+b(RBxSN3;57x8}ufzKa)7qfMyX3c+WDTUPf^a!pf&ccIJWvde&n6X0sk&
zLiU(Fg4pkHX;E;X9<$j7pF`g|9G~g@!X<5473(PrdI29<k}m0tgUpE|S#P}6l_nIb
z^kQgpNEtm#NvCkG!*fU(C6*Fv?DEI6l<++6vby--EBlE>*osQn=$3=NvQl7|12=IF
z0I9$}i9Vu1ykw<h&`bW%0y&=pC<?~s9-D2@8;ervQX=$v06O3on{Ck3t5JZ}ob47S
zDsJl$>nm5qnm*E^MEb%;6_)1UFgkBfR;3#t-;gqTmQuzm%1BQY98u5-RtD4L0ej<8
zj|VI<D9QsC*LHY)Uuhrp<KXX1T8sygbY>&u`o6N9l-PgY*Dx#cdSz~x`?xvuIsmU%
zFz_{x^;it#Ci0FY&)hgiMR~iD$lm2ptY8wdvv3I>w?jKnauI&6Akz;IS1=(3JJ(t!
z*29&Wn)Ps{qFCv)WV(BDojVtDGg~n{VLXQ--JK!FTm#>Ta33pZBU;pc$jY$PrY^m5
zz{O5ANPWq1c%_K^Z;8V+I-*0Lyf&p?t$5!lz-_+8Zp<EqBNi}>7N*O))^4N?D3)#G
zX&4_|20@PEQx|mQ<A$P7VW=o0tyGlN;90<dmvq6RqTfg?)2_NpfkrO7zeMe(-|Ngf
z)eZIWyQrok_KpVFs4oG8Y*g{CyV(Xb_Gp(~_<B%5Ih~M0o2%kocA2c-RTmQy^3;2f
zsIhsYM?YM3iR2!3(TyhQUC6e6uf@9NGRZyUlFLfmeOFvdMm!^;TyUw$mM%pd5*J*u
zH{yazbxT}u??zZ$aJl7@|LygNbp3Dd04=xkWk(aLNN54XprULIo__yZZlHl<5{Ni0
zW_Dr)#d_X$t#mzadl5!u7tdS$YCUiDYktq$ET+h4*|8qCr>p=6;!k~g9*^6+bo6%f
z2P`S)G!O*6Jf61k^uivtH2EG)nqWDdvxs<J58DF7y`Hs1+t59a=&I6JP;}y1y8&VA
zS$h)Fr&1}C`I$;!6v*pYD}q>;M%SbECCbo+AW4eP<53$&0^?w^&@+w{GR_qwe_l`8
zI9j^=PIF0p)k7-UgEpQNN%fFR>N*dpXwTVvq_kxFf`-<WL*yJ5FWzG|lAs<)I+~0b
zMOshU3sIP*RK6JOQNfl{O{?HwMHw|n9ma4P;ZiEKin1&}DWal`P(S_v5Xn>a9W0gR
z_mmX@V?1R40|E{$uO`$Qsvm|}oQG@yYE&(pV~AP>Q?s72RFz99p@3(s&<}aU60UQb
zOW8PF#(2aUGJ5X!2g1_1GgvX6ur8LV@YSmX(;0>QV4*Lc2ds;Z$=JtSR36?N)ELiK
z52|5(jUV5~KgQ$LC9;+sOMmN<80(Qf#?#e{P0ea7*50+&xE)B|V?12F*mQ;#+lv;L
z1PS2FLyTvuONVLbjNI<hp<-}MZt{7w8alcm(q{yn71I`do~+cWU|jQivKo3p4_4|G
z9r|2hG-ZnV8rb$Y4_2WR^jxJG{AC_WM48Fu_gfWmG5)H5^iafC4|g2l4kJo$VdFw(
zWk?x?OR234DI?QTO3k>U>}0f{3QlXF&w%VtdR{AfC<2G>;`~WPxcS&jBBLeid6{=Z
z18p%%I$x&J&gVxuFb1yw==;PVpZ};ZDC{>%RUyW2REUK9MYFW815RtSS0&%}j+tx8
zaDER@hk~BRXHg0PZ&519WGMm1c#H0qIHWr*&Z>1jNmwuzC!dd~@b>$Ldh}q3Ul&6h
zW+>7#)X>!i|7jp6E+Nebc+ex%1vjQ@$T5QAd<BTECn$GZlxi3UJwaVc;@x$EONxSq
zp3ei6;tjo^2dIx;)<}0(faKRHZ(2_A`{cDZf-`i3exEK~(4=DrK5%K?OgT1qL4Qvd
zPut>|>#d^h@Sp|#JY6(qXY$eOA`?%Yg&6-%mjW?n0(sj=(s|ycPNFgOyndbiVWGD@
z9lpVrd(9%BKW79B`2R&v5&Z}KI9&pfAAz&73I8dV=G~I{eBPUeuI?bqH%hkbl4q3H
zroqvRs;EOhAx6tBuEX^x##__H<$A=ZXS%3dmtwp$UDOyAXhEKIsgVYt&`94*Lrokh
z(Q0wt=dewp0EgQwH83F%^vDblh?B`V$)(BiSU=3CK|IC})6ljb<cWrJttI68U+%NT
z(g^uq28j^9^D+@R8CbD?mj=yz$!E^{Zx*$Pvu4QO(vQWgjv*|~%KBMmS>8xLOGCl+
zh$MXHa+mdJ@vnT`B@*(l3{fEh&I_(6F@BW>PaGnd_lRR{w&VOM18B^wk<fI$lTNfB
zrAXP_l-ZJ{4O*<QbG(Sr{*%J5nKsZGwC{M)qWvZfn#W&~C4I|_8SO7=Fs+{?<4rxz
zlf!5~NfESLpR~%YsmY5L?H_5-+%@(-#i(C(QDgif4W`E*@;Soc?w=bo+Hs^mWDt=J
z!RX_CxQ;OdkzSC7K!o?>21^AEJ=*(GGVJks<P2X#s8Wfdy&es!-`nwF7cbu1(O`PL
z9Fy21<yDsTa!g@`A;!zmkYRsB!gr1g5)tplZ7z|JccYgI5pXUdDx7s)ZgF0X1~Jl`
z@#z4KXm3VCK|3LG4u*WpuZ9>eMjs*zy^Ih&LdSS78bs@L$V^YOOrhy$uf-r9^SsOQ
z1m4@|sY2e022I=yncFK~Zj2T3QVgImvja|)41!stccNe!w?h6>vx%_u5Zqveyb=Rw
zbPT<7q021B8_{6-yb#fWKW_O+la2I23}dea^5Bz1Sf_R?cl?o_hX&c_ad?D9#mDC;
zk3)l0w9j9b_n57xV_3NhzS%P1ae&TUjGy7actHcqX~fA^3*0NQDq?&K2gWIGsKo3q
z39#oeQ;a|1z}Ul!P_&v%`Sa=y`iy5^(2LM;EY^Eam!j5d#?K3_DAIRuKpe>3gthlG
zKNGGi==dT%1`Q|i6r{;u`Nyq3Xk;GmDJW7}55ani34b7L83}s`8k9KCz${#WK4*z|
zhTk!MfreZ@f52b*$w9D4e?Sq8yln!0fF#t!wABf%!|9ec#fkI+43R3*`%l*so`WQu
zD_w?Mrf#L267BgXTw^@`e(TaBQdka(^!O7h@t%GYn?w_Fo_<1uRM{^NKdk^`f)dW<
zmXo%2Y=dIF`@B5+<<%G9Iiy)~=i?de(I-s#WM01~AL%&Z97ojL@jzZrJ|Pz4!G~3N
zP4h<3)D45zd}2KKgj&#Z&ysnC$jqe<F2-|DD1<%ss68CkV)aC8ed0kE@Ygdmiucp=
zn9786iOYkUfba--=?#zv`R)_dg!7@F4Nujflt|w^QA*e+4~ovWXq&{29IG*2kjm$i
zHy}28QR;~R8(xq4GW+7;086@r#I#A;xMTP1BySCzX(tkpHSyy$%8s2v+vasy(uN*#
z@XVnn;k`U*1oU1WGt*%6#+!NUz6N%nqs3NybePB=9cTr6NEwAoX&_lqHX02KXO8oe
zzCKiNV%ULBZ=*1&VUIT?2VCb66XTr{<1}aW*e^mu%1G)`G7kOpmFu6#18|WWNQSg$
z94$Flls%5J3i)!7)Y_5bY#5y=M-G}Qh$9EVfD)}^H_!?hJ96CE?s4QGX!_XHA4d*c
zIw}sMrhc0Z!S8}y;x>?{74zcVH=^m8CH1vgq3PTU%C6H!5194KX(NISyJ`>z=Uc?)
zdn~$j)!51$`r)b(!GRq#h`2NI6w9GM4jNH3$t~j%l64Ew)C%v9TShd^tU4bVc7AAS
ziZ4U)&KMDd*#(1z-Fury*y3F<qG=jo+bvBIwjYic5tP~8f-A%$M42muLqXTw;zX_$
z#k*TXaA7A4*2!UQq7%)fUrrWLl*zS%i}8G-?2*4et`!l4*`b0({(VT~emGP_Q6@JE
z7I^`xv{&T*xlu%r7Uu~v9L}Ydx?<-EvV813LA{|WB?*R<(X*5qR7Ke`qz@@0V_8aS
ztl+dLd+gqo4EMUx9nn^qR${~|b0^(EUmMsSm-cw<F~RlM9<PeXy8dW;KBP%hfPViB
zatuLOWZG@_2TRl$1=6lX9)g5^S>z}_Y?6tEv%C|+k7ePlN&W~Wk#zcDlA~C#O(yEj
zO)iW6*yKo}WRwpgX+I#MTIu~U$}vQ<imH^exl4$Op)1}hM^R?8%;Mf=DMPcxo8=gy
zM%+QC2F2}%U5+BnhMB9y$B8so3x|TPVg4uAjp7Y+6dSh8td>XI959=HS>{O6WSY4w
zC+7S)=#OcRqRh6Lg+7BQbJf$jNjm+o&5@+ZIJ3~d3<%vn;~Yg>tTP!Ar?y*kf_1X!
z`9-}deJ@FV`~{p&qj)Ww)wmA3sMoJrgKa^L8&hjGq_FJ_C+DP_+HmAWYvXa<IZQlj
zaBo-+mlNQI@Wu_;U^Oq*08eIp9VceG4Rca_qbM9Ll=BuO9+qmP;~sbrt<_$252_^h
zFJ#F*{R=5^NEtm#39_Q>ZKMw=BjaC6wHZ?}q%EKoT5`MpRxkRIbFjG#ZudlK8NR`g
z+x-H7(#E<dxBJbUR)pI<dwZ>0h23#U=War}7u*~UIz+^}+Y{%4?)Ktc_O_*jW&1*o
z_Spt;u_uO34FpJhkE8%@As72>gZ-9I(mU-ga$)ECY=ik2&!{)MsN_~p6D3u87>Euj
z(@!dgP^a%Z-$l>H=;WHH*%%#}ApQQfIZ$l_o$}26{-dXR`h9}ycfVhRNBsqmEAb>a
z^>YMJh&09m<SFxaOWt`NOx&?R0tx*a3*_a<qXJ^)oUk1k`YmV3jtbsIA@y%mke3;c
z4~UQRh|8>B<AeO<X{7Kf<zUJVTR8n1DHI}~<<pg%&sg#U7&GMM!J`Mx!mE}?|3(jm
z$eS!2y;C$KS?JF=A}<pjQE-*Ii<oegawzDIC|=`w)sGQHUWPojV5Lnu&E|?3_HS&F
zp9zgJ_$;kY6BAFa`ZdbP%Y(-ooRPnUGSZ*%Mt&wV^5BddgQnumNIyp&dAZ0Kgp8MS
zk7cBLaI(oB_j(d$NEtm#$)Hx0{SE0u%E*kDlAbF#ZAMDpE=Ue+3wv_CnQ7Jf$*yBK
zD7vMyJ(X^5&UAO%qqb5#=`H9+%D(0dec=q+OC~h5-)Y(P;t7f&3t!tx#2e{yAo{<d
zr*2L>-G+IBLvCd2Hl}dU4zAOg!<UlMz{UAKSlT6Hhq`?IphPvj3U1nbujX`o>CmC!
zKf#ePTWir(&d6oh6ET-*&EzsTSc(LO@2WF?pVFawe*%8YLxDbiROvp{vuY-oVMpWH
zRdmK)@5QF;?HQY=&NJ+=%_!I`ijHqC8+w67YbhH^Ibbx-%EVNvx5GUd&YYvynr`dP
zK;l8i4DC1*+wh@#4Yh}k*^_&2v1&VL6OCR`To`7CB|&-O(?jh{Nn`$n&)N%DZ|sQ2
zsXDXhR2`hZN560d#u<FeQyZ40^gYuL>_W|c2}MJ-nUCY+i=(-@@q=DNx-jPm?PiYF
ziNrIlWN-w)CIS{=Bg%j!<FhU3pg@lHKh&nw#$2`!m#%D1xAkT=?(E8RbJdKhSz2nT
zl(&Gst(0`Y5!Vks@F-lFz2iI~@S2wZ9k;{;cxZPO>P|~{XKE`Nd0R#`;~-DRai;lZ
zEOoOnx#?}s<g(4?c&1cqTW7i_+p(pwwV@Uh4DyJ_8E>5(nGQ@y8dS+-d|PZQnn+6|
zkyAlrmQy^HOeB?;KxO&J!F@QRW&GO}`=(C7l&Ln`o$72lg|3(GYh2abpr*ph#BuTf
z6$7(sdl7_+fmyY@w+Ko_0j*lzT?DCB%d-L%D0y5;9VmI&t<088uCa{{3Q0kcbc=JQ
zr9q820XpmlI&6GPc1yMg0#*Zc(N`RQeaXif6%tjhK}`qZfA!y)?fpZ?u3NPb=x52_
znFnN2xN!4uIu&d~&s=1?31>^rL}X(N=FVTI^90MX$L{^vAwL+j_)KJ6+JHV154hu>
zG4*SHL@J1wYIZ<d=axF=wb;*Vu1WCl`{<mhnU(weYthUsdak(*e)xHSudVS5IPA|;
z_Bs8D-z++yD@(aK%8xONVm;)?9JYMp`xD9+&-@CS$K17k;Cb1OzEl9=laD^uUXyxe
z(aby1ozC6pN2skMjP6r&JpruttCp_&<z9bWbU<529Z7Y(A8$5Cd&GKU{(nANI{jsW
z$MOacPWB_r(eWOPQJe1h?zgrj79T*|nMbo9Wv)r^;5>QwnXOk}^X?+XnMrK6M&Ka9
zgLCWZ<6b%K-uD;HoQ9(*=C=FcVOLE4{YYbHUfgig&Oa`ic?T6@&W|)NvnAc$p7wFs
z_ukGAF5Cfqb#3KR-0nx2&CwpIZhrfUtG2)N??r>Zj#3%_w5f$NQ46`X=5U8WA4XDQ
z=JG+&-CTS#NH?|5Oiw!7hFi<+3D9OKNmEjT=ORPnPZ`Qql`1_gLV;CLM9}`&?Cu_w
zPD>?Ut^~@-tD*MY)lf^ewRN{O<PzB(4Y^b#?<#NJvB(%(@GdQ@?3jWtj!MCN6-UO+
zSd28C0+GMi^Km2Zh2l!II4Zl9bypb4m@2xz<#WBf-Sy%f{pqf8)|J~`uL0@-UoE=3
z#?q(hu1^Fadh6o5YK=-=^(jE5o_fdNZ8!sL{By>})xhYabGh_RSREOoslk`i1WswQ
zgifg&qgEbydw`t5FA<$V8mNxw&@sa;>0C>yExog|mxhKy(TOv3%`QZ&STf?vE0zEi
zC6)^uQ}MUE5V2y};bUI8EL2f~d7xt?Ti)w|iI+_Vt@&jWsN!UEq2pxh_6(NeWs`n1
zzia|koNO+1oNU<v4AI+zL-Z%!Lw{Yg$!Pbs`CkEb@!*j(i^`dXH3w}5vrU}9-jk&-
zQhkk0O|}P($p`KH?@9v!Lz2#13#ODETkv(uq7B0QbNuV3anAw+yGjG{>sPHKD?2l_
zxvq9rCYS5XrJ8Yo`IgSyP7Kh^94>}&K3w`rCg=rnxQEEZ=VRUGRed5%(IwR!Ea(Xz
z^~bn3dkcC7PzU#ev)J|{fOlrmc-=vXFYlMc-Cl{W2kP*)VrPHdwl}&9c>U;$G$Qpy
zKLp}gXYCq%3su(FJUvl!8*UJyin>7>w8{t6Q#%tUrD9P9C){JBZF}Q(TAOIzn$DSJ
zmd5S$)z*xX&!M(=lIgEzqiM)N8hm~qj^i_p5Hx0{mS%A|lDW1_s?*>jiNaXZdgtlZ
z3(k2^j}rFz)<*UyLox<d-~x>?#Mo;|{)1(>@xRuEQ%4IvZTv~xZ%{%MEb9V>C>}A^
z{)AAlG0CzkkW+lQ43?@FJC0`<3FnrJrHie-AuNmXG)?!8(G_SW=~Sv9FR0s-9Sc^(
zA7S!5{sdE%sUrI5=v%mWlS5x)yfFFZdu<{zt<&fQD$MW4k1=(hM3-1BWQj&%`}{Z|
zRGt+>w<|2BCW6B(ZnU<)Gg8IQj>8z<+8<lE;fiFlpSQ|Oc4Fo6^!)`Y^V+cJLft7e
z!dUNNlUH7DG0`e@2It2Ni)U37)6gPvMBbZHullc#eqgU(<xxoiP8eL||M12DwOIJ;
z!u&`25BkzqY+j1vP*>C1ncGfNtw<gN=%?u9q@w$c^(bL~7wK&}1L01`oE6VL+y-}(
zf4|u0=N?nT^J;95)VjJkP1%-g4&P+5ogJP_SNCY`^LCo^FnT+%Be6ey5vrThlI`Xm
zht^nHQr-BDmF>v1rBF}9U65N^vDUE7?N$0QZkx|t0QaM|W!RQiOudXEQ0y2k3U~LJ
z_orc?l0^yOs@oY{OkYaPJBp6YOn&oE?ISOGOcUWACkoM9=?XNJqG-hNkCEHkm&6VW
zVsNd>`aSZCQiP?}zwuvQQu)Sgc@R}mHA#jgd1i41YfFL3CM*gKN?f?O;$PL|E$IRk
zZEX|A4YoWA0I&A}$M9d<<ZY(~DE12&l6rGCU_03FF+x=R@n&-1lJu*?jyDRPg|h+6
z(l1fsYP(k}G4&(H!gw+J(<A3En>-D6{RaE-B+u;4?Dw%PB!2sdtn}ntA;C2VG8c#^
zB$pQ!0qR+&j;H4?7{`Ay5xG=6h+h+G(#QU-6z`Cjm+kCM(M><I8gaw-@>*;VUU9vn
zMoz-GYSn+R{-`ERjfP!DusJ_$J@z5>Y|V9UPtm8B&ejxvgif`#_o&8Wk~~JkhLC6o
zT%UZJa()1Ue9FRN+{G!NxL$cn&sN+NjKyNrxJnbkRyIw@n@V>uJBb?%4R{bdj@7b>
z=a;5VXlYy5hckI6Q5x@$;?sByz&Qp$IrWmR&VtLm;n0+B(f8o0##zi9XW|EwaNl1L
zgTH8XWVX{K&X8X<&ef9RBb=6;=?0)cr_8CwSFMS=uwS5Kd%NDv^&H8?BA-oiHSb8%
z<;%2k-n<o?o@`_;!=w>)wZQS=bOuuI44ZVLQG)uKlUliY?b0QyQ>pIWrc`69rK!6)
z-7&qnt4ldu_y9+LSD0T4?*eKSJx(=|mzdvcoJSD*-~V3g+)31x`Z~nK$G9F^8I{Z9
z@z&YFHwoM2PQ2GZ+TQ?aJa!@pWF|!d@YZWYcjdC3xopo)iBd~F9yF;QHGXSZMGpHf
ztHD!FBu=GMwf1fkY=L||iK|y(zfb|aAdT5<13pL0w>vwvLrxvQu)frk?b)8i)wBkK
zCKvGG>1&v+J#*I4sBl&fb^$hEAEExY9(y3M?Xf{omXgok<k{kC??f58FSG`U_NDEi
zL-$2#<K-ZJ*?@*O=#69rz3@#Syz{oVqel&TGg(FVCaS}o)UwVFz2<A~7oMiKu$qgP
zv14#>o6c>G3)*Om0FHkkd)?5tZez;a){;E=W+NtTOypA@RwCvo-dsrf2fcl0CuGOq
zwh0c$s@aa2{`>BH2J54aX4Z2}GCuf-^}#_B>!IsfobKn}yxWM4!A6gYs3)HldFTxS
z^nmI-io{;$Utk~P;c`C?ZXvf<EDv61@@($HL7L>5Gpmx*Zt-Mu!V>6x@H)<ys{GUu
zV0%2$+4R+s_BrDvpBha?!7`M5Y6{(>6{u!Z$#8Onenwx@F{rXci&p2Yd~ggyLFijH
z^hQ~1kH-1Y8*zpc@l1}r)oe+nH{L8ufnlj7bP7ni2gZ<&*wB@!vSb1!>dI7EGM`_#
zGF6rA!!O&YW>u9;<(p-wrJ${4a%}uL3-zjOzGKC76Ul!Kn|MX2Q%NYg1CEK_hx!P#
zvGk%U>1ws)jR5c|u|t(?+0R~&w(1zTy0xj2(?@@K6j_u?y67zVT|rs{LU2T*I}DOf
zNo3U;j--=wlEZIv)cznrm);*j=ii`#(B2koB~*!bN{632QBf41l)`cU(s8J;xFdHV
zF6P}*-P@rTj;YX)?Uy;%Gm+fb4o^K~mJjk)ZD5t8hu&#RA6|%Y*~@!VB*IMyA4p+T
z%d?PNNw*FqKZ6LCaK!<MDSVq0TI_P~eNKbVXO8nE7Tdb0HLB#3!t8A9JD>0+XnFAY
zyqP?@(c2xyd7FEvwXeS2(+s$^&qmBqycd}(y|=Y<tf#eGo}qSLL^HSMQW4qY_e2nS
z<0gh?PLa^(7tqWr@Aw3us=i^Gfp5?F1h%1@rcmSrHlds9In0%Q^L}KmP}Q1yb866W
zrjh>#u*oSP$My41aGjt&qq8fMqt<l95k6CfHqDDT1#Yv)MHtk$J-(rtQybTb%_ENo
zdu9pR5N(j>YiAoU9V1`Ri2G_creFcI%jjIVjKW0B$186$PY$~Sy4Z-`gIz?nN<gk+
z9J-Az<2<Hh3Be704I2qd*Ox4y7ig6HMJma$EO`hbSOvde6;!?fT_sPJ$YDw71*O65
zc0~d&_aB4NV6ffZf|O*pARRzRR7<6z>w1EoC|K8}n&=w;0}$ZmMLmzycq%(pxt<vO
zO&Ew&T?!_d0Jy%uB$I^jTwMg<eZOh)^=Z6m``z%k*zXS2@c1MiLRBta3*eIg%(gS}
zkTagnz+&5pml^y*)d(+(_=Rj|;$dfudq96BT{xCJ2Q+k3f5NGz`_=H$p;kQM%;3xD
zD(UvY<aGdIZHrWp<Oic!64<2lj!2vIk+DhX9T7H3-5Ih;A9-xjN7^P;(n-C^eE`ec
zTX5_{pyy=s7u9WwJvvDku{|;!rndE&V{xa$=}5O7lfM2?r`~-WQg8C6a(f+o**Hq)
z_B!~oxePlST~WHFB?rHx&Q|J)FodY(+|%B4n*tjN6G_v5-8sJJ6%BPE2dq(i>`)~+
znIu<!%UBJnE7sFQtOiAj)!=X*t8p*oG(+UbD}=9)wGUM}=y;@F;!TyD5|HGS!Z4y?
z=bMG8)RvB34Cr?(Sb)0InQQkfn+NR?k1qPKy55<SQBO5)#M4cU{Csw4z0C{r8Hhg*
zdO?^g*lhOa!LJ^rEKO}#qMc@vx7}rw9ATPw9pswkU5i}PeCGb7@N=9#8unf?f;L8|
z%4bVZWKV&bZB4%}^|Yq>gQ$&{5YU?d;`;naylFEft*LSu)w<!|_LR3ny!fFizd$8*
zxHnZw%GL(dNeZK+JT*^L9bGNOoN?vEAc^pkmw}75YEn75C#_sanRpQCzD#t%IEhvB
z7^>?Q1NdzKYqk8<nP`kmms;^xX9itEr!CH3oqBC?=pK*c%)7<3{oL8#HEln4rn#o=
z=gvacv_0+YL#9ntey|$on}E*Jm9ByEm_g!LXFs-BZg+W@8TfiDCAD6hBv$%#pi6Ae
z(qPwigmQQnW?peUAZ94FvuRwX-TU<RUCdnOr8X>0DLNP_NhcoIk*GcJKzD&pmn@=W
z-39)lWFDW6P{D`lRMHWV$xTRg&7#iZ3#H@fh(^40tHcYXGx~7BF-#Dq?<(<!(h*yb
zrYgU?1lXShww=uZKCN&?=YDS43{Nc9c974(xj}eU(V+nV&#KaYCJ&|KC)6Y&<r_Xk
z4GC~$LRfoPfq_DBFwT1*QSv!@T!DwT6GnN!EDWYo9XIs2!%d9n`}B}Lx$0iiTC`op
zfMW1%2e>x+Hl9dCTP|aEinKr0`wn9p&umAxm$yg?atox^6EN1h4zkU2(5^)sW@8;?
zM?B+?ymr-!?ybCL#8OQ)IHWSq_%5=5j2UoCiRKX2da}CbVSxX@eI|dpbI|H`JBr)p
zb4Nk5v#<$IrT1WGA*F^+W0juu)nRfP#dJ^f9Mp+;IuBkWp}iGsEZ@H06uz$$vF20H
zZ&x`}DOt~NS2@f0h3mm;XAF^XE`niIm31S~JV$-UH15qKLk6t!0+30}69^sw+a}3J
zNlYU2BAR5l$UWnG-8gYl#bqE?QcaIT@$fcI+iiy`o3s_KHfZ3<H-YMJ7HFlmSq#2y
zK801~H_%NcCq3ZlE=(_~yNgGmA!HQ;RCE`*OI>j^FxCUZXYacd?mHVtcVIC%UJlU%
z=ZPzzyDb9V+X(HdNrcXe$+&-WGY?L9QK8X2g4D#)6_zPFSAJO?){buhTFHrcsOua$
z^t2j-EBf1xaRL3U#{XA;V3wnv1Drl|G)+s>SD>@P3a3)nJFjEjoxIJNNT-kzi5nce
z&93;aqi%G_Y5NQ!Ypi(k+s<gR;-5tO>TJUffgbE)R>^yu;nWpA1V~9~#Y$xNR+YS0
zC%um((8#o9+Oa5@!O~VnCGXS35KoJ|hSvQW!9)s~@95ZZqhX&XlR)^JVSfJuQA;Ku
zp`0Ewk^7Q)2$W34qb>;C)PUGC08{nbUpZ>2A+g&0mb`*U{Eed?JZmC*&F}c{fhh8-
zO5R1P8b^bKT_)|b=JzpzS&4-5Bk;HjeCmQARWxs^Gi5|G0{ScIL1g(BJYFH$Xj&8k
zxtu^Q6cAcQ3WAiMjz}U<atQ(@=i<SC<ER>lh!;tA{s-iy{t%}hV9HxE27&SlJf`EV
zst$o5eEHJ?`yc|yKMkucHN-AAzhk}+GLw<@W0)ucB^9KNj{y5+MAZcms%Xj?j4U~p
zvU(IAOy&p#N@^%-5*|dRiWVA!SmnczUq)~!_iqEF{4aPg!ar|}K==_Bml@%11WIng
zqx{QwL<)NR!$>jeq?~`t<oI6mI}s}8oWCSFFQ=UEi*+c@{aOU-f=HbEV5FOSCPld~
zr`$6s(g2ZS4FoY+1B^r(C?^dt5@~^vNDCn((gGuq7RpHrj6|A<6xySSDzcT|H5&M#
z`7K$F$nv>(oJ*NM41u3g=7VrmG>HGuAkh^Q^jGpSBFle;$7tB4@}D5E0D&r6#t6X<
zCDkZA81`L&Ff6T72Vu+SAd*r`RwGcp7!N|yf0cC4dy*=>9h35^9<>K;G-1XuM19{G
z>kd)hcb3vH?<Qx(2hLEolr-(J+ka_c9ivD8&G3Uy*7M6cFPK~bzkK7C?vCxvee3#G
zXKNa8?n76$yQ{ekH`6!Mu5JD(!V}4v^x0tp&Rrn>$zQS98}%LaEH<@IEw)~wKbco>
zItHJ7s1;K_JwQTxct>bG5+7{yd~tA>BB_^1uKbaivC$hZEnz8=BC&9GI94Gm>A-ZS
z0}<R)atAbl`<~lJQ`e)a9r~t`e}qQEadS4cnZ+Xp!_8^cc}J^pXc(uKeJa64GK-iO
z9H~W2A{uZYiy4|>YBe{-2cjl-K1kYVY~;6LskJ)5BQbCsMu(O1NDMFg^9zl{@Ny8n
zKoxKmbU!W(G;i~3blxzm@Q@o&Cg}r)<gM<<7)#Ly3>KU|V1UtBE4V%82E%QAe$Ig8
z-;E+2ZnBL7Sv<n<sXK*cA+ZHqo1%4OPYGxK7k#BYVkfSwhbKm}mS}ywY<S{8e&Mnn
zo~W@Z)8C4==h9sRt^QQQQJIenet#mG11fNya8Q{e+qz1xc!;X>id<*Asni=g*#N;b
zwo)XRkD(ml9ZQk)dLY>+uFRfdsP&xuqd)pV?s8LN_-O0}<s##cd<|I9rvkv7P`;zR
z40!?tK>WC|Q9w7g^28YZLIqHsn9MI+0Og5VdI`!`7bV}zMz4PP>hj8W-owSn_p;-W
z?`6j$-^-4cud?n8SoxoU8qerxAz5ebdS?_J`K0a0_0FOE!dbiC;g#Xq)S6zD%Qu|8
zkEYMwl~>G!ou2WCu}qZtfU+)jhP%qTSbvlp$`mhl4yKgR+pwZj_66r~I!b#LjnP%v
zrOt>Eph=w{8*o%b`iQ;NV^-IrBZ>ZQy-_|}^KJ7NgHDnjI;Y^FJCd!H<~aNhp^Atv
zuTfosDt*=cX6*YI>n<_KG8#@5&3`f}I$P8}d_y87Bo{tv3?RL^>t<vL!E}Xb*78-1
zm-%!j8`*b7FZM;PR}Emb4=17G<S04@H~C+Yn(B!wHGlBJY9A%r)joPbzfDJ+R?_jY
z$^9NP{q{seA(Ae4OwN!<{bi)`&<Th<Mj|)Q0HmJ&jw~5_+-Oj&yq_St1!7)}g_vGa
zts(d#g3AQrTR0flUGL*t1SS!B;l+grL#|g8U_Sl=3MHSQ$N6}uPWPLe9w^{huU7m;
z+a&LzpRD@XEh@?5A2;g?R2BT~69jl2klQC-cp;E?q^Qb!8=;2|;JT{@s&ejJtPNZ&
zkv$8&S>K5_HHk0^XT6AJ6)cJT4YW#j(Bm9DRP2hGUFi!1idgrORT%ngi`Ih{gi(av
zqJfn?`bMkQukL;VN(?PthS#rXjmEBD@eA3eLB91XPhsXAcG%oRE?~Ngd*NzOz*N{w
z+r@g{LMHXAv~)ZVU*gO@r{vW?F_nncF8$f2N<^`?648rZsjJ3ZqibjW0Yfq0-wO=1
z@+*o)(9OD`%p!3Ljy3Fe{b=>9L0xI2U11n`V6LO9%rgFDK{-$U{7KRf#?`cZ$-S4>
z4%UGo$1uCXiI@HD3MXC;A~3Gx#g40sQ5|wWz%h0KHPCQ-eu^`hy!NN49W>nL{K#;d
zUN}FV@zO#*5wSpd7L%_6BnnrF*b#V5L!stVKr_J#qKAc^8uH=KJj1Tox`J`JTURhH
zck2qq<+iRAJ1)<!5HThLAE1XVy7$`%?fqkmg4V)c*OPBPMU8`p>Xa9lluov^-k~}r
zc!uhF{rk}cXk#OPZu+HjO&8RmN^46d9EY@EjjNR^7pPT6A$dpkH4S!?&pPfNbWyq|
zN+utLAa;bWi;{NjaI@Ea0X2J!@F`XggE7MA7a8Gmwy1COG?Ti5LdOsH3k&^;r;8C9
z!+uw24EtT7G3?i6@f#e|ntTz|*xnI9Ame8^!(AF@IAdKJXE+BF4Lw@l<s43@A)C?q
zna+qGf~GD>cUWvb(FX>ox)}L`bj)BnTr+t?ChwR-r7Y0capZ^|R+F^JOMhVu9lhDp
zdxy%fI?yU<&wWwbJ7OmS5tgQ3!p||nliri-o-xAHTUdBD*Ohc0axw!*9`@<&bCrvx
zBl3PiKh+p{PW23*|1@X<4UT!%m-zFb{jBA}%Pe}i*`fNL_{*T7@9&MWt-Nh4NIofi
zc$lp!r&Ht~1Cg7m5&18Fq-O|a4V$S6QKMq10vO@Zzy|wo?Z9UHvnE$mqTzuJ#oB=l
zy_ips7Y>6^7Xnu+Vk8o<zjy>9zw3*H`O+WS_8%Jh(020>45ptF@KvCQ4{d}V^`T9&
zfX~e|%ft8S$PaG&J%`cqL!hB5Z^t%|#C*KF1Nf0=W49n3cML`Z8O6v<IG5AsyRAg+
zKs;3C>zF(w&KGLD%gsxTAc<NUTeukYIzr7c>NP8YdcUB40rLv5r}RAR-Or5lL6QAX
z-XV(LV2V8?%#dH2tg$d^5~Yg>{PA%L080ML2)Cn~NE|K*yz^U4qI4j5rqwg)BOmW7
zroE!b3e)KzIyHExO1kYjd9l#p1!9yiHYHzIGU@BB1W|bcAnpo6U~>s3n0%*eCEaA4
ze8vYclopv2mk%0C*Ep+6zOKZ1p3SP<0K$dn*<12{@&MlNGKnbpa}lxKG-hwfp1!u^
zX1~lOuR^wxxA4HydK+^6IMO*I51L7{?zZ^~w91l+fcTq0cx=n^lD&E2?QToLE?zqg
z4)g~!F~*oTa>FiNb{Sq-DQ=hUY`sgDhWvV$?%ntd%e!=Wg@tzM`j=W{m#(`-3A=Q;
z$SPk(DJLHTKI?*Ok*Yj}BI$##H*)H6h<r;T%^Jp28&H`?{MrlYZHffWEh})1B0GL9
z09wh1fKWbd28?Jxr=C7GY9F+iCJgx88Ixz5L~#n9qZN!xag2iZ`HfL9_qC*84urNr
z6P(=!O)pp#%A&njc2I9pg9z3rS148a$Ndr65QyBcA8gY3zDTU<?NG@_4&8z!BH9+c
zgLa4|f46sLw0`et??P8q$(<P~lP9`CH3ny%cH$kiKdSr%GmfHc2F6jCH&Uz~Kw{p=
zFFb(6ypdiYfo}jQ<Hrbz@=Sbu^69ZIuZ5U35C|9;>qdx*X^Sf=rY)|hn6_9^J<}E=
zB6PJj^3#9_g|QlMg+uqP<r)7XDhSOwiK;`(Pcm6p>rA(tJfmtm6^PJE{PI4=(^A8!
z*g|S~0%8<a3#I_93I580DFD9|H3f(eHt*m+udq9QTa2(6`n$qn=<f<^hyIsixjy+L
zQ1g$OaGS&^cf^kse|N->6@Q`=T=BoK4umHBF23$#4&e%eIfN@ra1L?l9Pb>W1T=NK
z2+tu<*<$>ljP_`@D)sD45VG}*$NJ<AMPhKP^Q_j`svNWAA{EI?{lyS<`c%o(E0YJn
zSp5?KY{ASRc?67AqU!fvv*tDb1nx8cQXkC7k-LE<Kri_KkgD?6RUr3qOO8geUUCG<
z<lGS%O>4yI4g)?OkMfxB3Zl9S4^{abTtyQ13RT|5?WIbPL^UmR^q}#1B5*AeSb_0!
z;_pIWs~#LvdJ)37qT0b@-5)^tk4*VU5^W{kS*a|VnndY-fq3YbCA5WjsLHJl&~_on
zXzZz?CQ&-j;)jq@otWBvfG+9ALp7gW2R*k9Prf4rSI<Jk_^wWjUzX9%GpB9Noruyg
z8`HThnI7Cl#&N3a548Y3cCWL{hLkRB=b^uoFpAvk&yM2lb4>7mG3WY}!&HGVZH|Nb
zbjdYmo}BGy$?Q<hapm->E_uoK&Rj^J@|AP^lxNXD?uA*x!sfQ#Zp1Ze$P=pQBGXfm
zFphfE%M9l)ncr{y5jk6cgeqG952o_+Jul<~eSbg++E)$wKL~xYpa)ZZ=#;-34BGe1
zZ`VuME;AYle};TjM@2xCZ<JJ;cLedvX;#6ww9PS;O8XZnmHx(289r?IK4X5bCH}uh
zLKy}rB|k-={D1M7iZ?ZmW)A}RdxNmwpOD{kkWjt@k2Qd+qU~=JO*tNDeoJWUTRCle
zBlm3H`t|_9(k`G7?9&8G+iHv}cNL8Tw;D=PL&|CB_af1t>EB|LsV4JVPE);+_<YKH
zrj87xx_hP?0m6Hx&LmjcB6V~S)^3ryhhS-o)bj*OTckp;c8e6l(iSO(r7coHSl%K<
zsqPjjLNb4q*TFF&F%d=0ZB!4eCsB=IqY)Sn^Q4k0O9@pStVkRM<dh(@TZEcK=}{KP
z%#yiTUqm#hf~n?xF}Y2gH7s$bkm1>`*YXi?9)f<;#kTtIME)uw-&IRiW8xqw%?r@F
z>F<50;Ky%x+kMkePrIKuLAU#V?7GF7hYI0LoJP(5`+zywwDJv^OiQ<NCUGlIUUJr%
zEf1TT^ARBF?^l0!6eeA4HV)Z~@b}vbR)S;5U~$){oI}P?QZpyPdKkKg9zfftZbxiO
z+R$q?zhC<+(N)fz$uv8jJPb5D@HUO!p2S<rrwrg*=J%685V6-}vRk%x<{<gJeaSwN
zZEK+eR_O2d=C|%u;s9Y>=!FN7JPU`TdD4`$!$6*4et-5CG^O7np}Z0`?HL5d(I?{|
z*sTPXLBb*e`xpXM)R_mtO8!Fqtg50<(H9vGmz&@6Wr*x0^!W%FYjL$nyvO{meg%BU
zT3kthWHH!U++mXM6k230ehLt_7;h3RZ4P8>5rQRa!LVd82$q=B?DKv@?MLQ!8<^`Y
z$E+%erZYF_?_H9ORJC^%_*qp6*uw_wSpp+fF_=}=hbDQXsmNYc394`^AypYQRng>I
z5`JcglzbnNRrKjSltSOo`D;2P=4?o%y4X~zFTHBAag=1Eib^~P##vwxn}r~V$%0nq
zPYn4N%<uhRW0XnO`Bf7wRr}`GkW3but#dGy7vk75OUmm8-?hwVk@&QmwJr$5X8PX-
zK^nEYll2BdBs0w>Is|7;G{cdJt|Idsf}<U*u4yJ<^T)kWpDE^DQrtGLTTK6PhWT~#
z+8Io-J9i(KymHohf^fD6Qn(Mu%~}Y~W{u%&)<SUptP!wejhao+teIW<T-knROzA7;
zxAbqOvP~k%sLgO?3xaWFV-Q=}f*`iCkrf+b3ilB6dz!F0Uf8e|6R-&eY!iV|)BHSv
z5i4z~Bwfg{sd|WDjH#l<zGa5UQReq*5G(l}5=!pELsij2sHBOCN*+dJ$@j>N9sQ$-
z<TN5nj>TgfaS-e^hJ!*s<mEuSbvKwa%V8U~ww9bsk7MwtqTQe&m}9Xyvg9aw9Dzp_
zZ5<53JdeooC-8U$`7ZxH0u>{XE85l<g5B{jV7KAHuqPwHu(ZW41p94*y-{GlWMGf~
zAp-Kp#`p$PW9~7(?@{L2|6?544{63pV*y`z9m%#$RhZauVjpRA$M!=~Dka6Xsp-g`
zwjV(lZe(MEByA(xK#10Ugy3u=V>sK$LU8^@M!@Ee?T6S68TYt(rSBT_cTLECTo6pL
zdEFs-<*Z#4gtJ+@%9pheoXr};*{p@&{8=Ml^H+Id79*GEF@EDwD=&?!%8{oa^6wJK
zo6J<@0xX*+6aVl*cHKvl!F>i@Y>es~=J)&H@Hc?Elfe`AR_azg0vyE?zl#xJCVr!N
z;`ePt@cizJhRBuX_Yx3t=Xb$W-vo{3cY^j6gZ>nu+xcBE)r(#=>P<)8Y0&OAza`a(
z#0dSSxyZhQFe{2b{X<dn5J_0x$Q(sZl}O&FrYhe$9FdD9QlmG|tcCW5!B<`4^+X)!
z#H{PVxN_Km7rzHzflL>L=hrwgBggCT$+R}CZgYqvhV*lmFWs<g$(m*4v3tt;RjpX8
zw9Db1H5goB(V!|#Lm!3JOZrRfqtrp~!YCXKS{LEWobqE4m^2!JRs>d1AcsH}fpI+m
z9B&9rH^0sQgobw^q3SyksU<(A6k0tA;_;eD6@7FJrSMlo$Tp4!wKay%dh>e@@#BH*
zI9g0^HPN3lzpLLtUXDk?T@birEdu8{89Yx7z#ZSpNxgXX1(KTj5IJlN_|w<uVCoHT
zga22MQ1W?toI{Ttc+>>}n{GjDEs-G?)L`mEZvn6DJ9vDA)DUtNoqZ6*DR~f)CHLS_
zMTZ%LlK(`>zouk5f+dtZ6Okp2^f&?!{;ML7;VaFH{Fb~9iOT<g#}-Im@(cnckKj>7
z=TKZ304~1-{21<B;=U7)x**K)UnQ9yygdT@T|_eWYY3G87LTujXNW>m;v0_oB~q&B
z$g?|*3>Y->U-_{&JF0qL)KofGY#9RbS4AJnX<$Krzc9Zg-#}#fHF&fFwB&LGs>lWQ
zr$M-VFq|zf!{ajq_dY<X=;(zI+&zdazXcD5`x*jObnr|F?lDA`{0@)uU*JK&=C6vD
zPNfE4CSuYmX%(%4USeWw3axZ<)+U&~<8bMHY}W4ZWo=3j&SvdTzO04dY}OdgW-SEg
z&l&-nzexcbRab<KA~RD$_NatxQ3=_h60$+6@`6!V<+uRJY;yI7wMhi-TW0atJle4U
zyV$45II)>hm0ubTB0sf6M#2oMNt7P7IufKsn-d283$)0vsph}zrI%d}LKMry>&4z>
z7XmJVaK!RU8?hOIhq~Qya9kj7BTIMmq%w3qAZ|5kQR6=ts!x5S>ng(Oefop(Hynr0
ze7s`<pZU11k57F}J`d7->Lb25cBzSXETQuo)g4aL&K|4+JM+Kjj6c;u57o~eW>lcA
z;k=6sM57baahWcT?bN;1f(7~)mKh7mE|1zd&FQx0-ZtcKnO+EPFlC??8p^V27)v=w
zfp|=W%Z2omwKH)OF>Z1TFvu#QETg$t4nBM=Yz<P481*FRXBJkslGB|<LzBZ6R2)8N
ze#QBV%Nj>69O}?$Zjh?Q&!94eq>A|!WAIWsg>eVZQa*%5L&sKN1D_=XXb+)sB9y?O
zc*t;7Q9-;bDotSMAWMki_hJfVnxDuqY=%lgC~TWWU>F4|r#mZ0R#%XaRpXr6kyXwJ
zRJ;+Ez0QZu#Yp0yGrIRE%?#2Jm3{UCU12p3i-V&q0WH5KFxp^&C}EB9is;GYz5uh-
zc-fCN#Jm;_T?jqz4@n5Z5E^R<`PDv7azxo1Z*Yvr2SD$J3A2XYA$N6%lGY98rmhS)
zMs=i<EUT!{IVR$hrbBn2L*WB$-bI?a3Z4JST>glq@}Cj_6QF};DG*u-h=UJA(biWa
zQT-1|Kw8TAp+;;Wt;NQ1M~x%r4XH!TnP$+b79BPcSS%*Mm6~3|<wq$qYzB}*Lf4=K
zO}!OLwJs|vt-1<FSB{yc#_E!79H~W^HC>_Vn?f;#3HK+fPl49@oa3!9x=iPKC7>vh
zbDrVl&+dHYMdAuoQq6({s<O9G4i7NbtQVSWaXp}>bc8JkO^s;P2T*nSEwcIqBrd(f
zz(g$xU`sJBHI*2WllGRG+%Z>OQp;zll_O0KsO~jb`AwOu(2aCF<XLIu(VEcm9O);j
zRO9*QI8JgH73fhj*u1Q&KyzM=(jMm3%+Y{@>}#l2x%FeMWdbQRhjoG6HI9`09phD_
zQtS6|8b=b}4YnR|R!Nx~y@jpwz6n(khKPz7r>VF?ppt>cvB9dK)Nu)c0$GANeiob5
z6NEO^TBSZlB}6<=H1Vu{sZA%b#<d1X<0pIbkU&I=WYIbQ_{czQ!dj2EepF|gh&u(E
z$$sjJsH<0tZYCsR#xXi+oq)2KfxK>k!iSM~TP<}{)>-7wS45|bbfm<LUD-w|(89Gz
zBgZ;ayM*zvqvO*ke=QAMxNLFi9BcWyT!E=MFD@lXPo+Y$&57d4=;TDVx(at&dME<O
zBsHNY5Ko<rQoXjoOb+`>0wuWpU?_uXzz%O&>H4wL($umq9IB;1%?r9{D2brd=?pv!
zBF*C7;S4Vj)rwD8d!ec6T8wk2z5Njx&ofPh5HQ^tpXGS#G}sW+vrVLCd5!~2W00u1
zf0Ev94@DK_Qy42qhtoKcD%-hEh3#<9gKeE$HWIde|FXN64y6*HwX*Y_(ZO2qX~(t~
zZU+}QG!jtiGtS|luheIq68uWlQR+g+s!|u5+k`*ol0t?l{}(wZld`d>NuSpt#9gcj
z1g-5Q&J<XXFF067P?tJhjaO9cRWY<em*W>*WUW(OVwVwTUEL8)HSqEvAnEvupzIWR
zr5h>5BsK9%!6btJaxhY$ui`SI{!5qPSMZL)T{&_r#=~E=FDQnq4G9|i=mz*T#3WJO
z+$MAl%C~mpSTx9MbqK2ax`EPl_d2|-<N=m$bk|djuzfDoksBP-evMLY1O(~|Qf~63
zC~R#vwGD7o+inp`Y;p<yR)MfFw}CqkQCyL4ck8uivKmr<1CVAED>X)E;0~@@3x~Qr
zhLY3V<>2;&+FmB%FW{>`{UNSW!gA_6!Rb`@N#`ul-$YrW0*r)f-MC5#&vfI)NO-mz
zS1sW=Zrs5Vp6kZdNceC!Zk~jnHgQR{{r5^<e&GR>@H1{)jf9_b;|`Ya^KM+Vgn#YE
zjgjyRZd|2=fA7YXNm$OcVga@O+^1+%PAziOCJBm+j@ta9Av@XZ6+x5)XWOVv5<J>Q
zZI)opMs0F=>ySv0Gdvu%QG%ioN1Z4V(2YIxhbRfsd7e6IqYk)Fp)E&V;n*Sx-fr2Y
zBrBpQ%*tI7IutyN%26jt)<g_M6~aoW-m)MX#Rc)?crD?ILJ=9|=qf}B<2<?*MY@F6
zg$b<-vKMHn2;dcz8c{*4`KB1;XfD)|Aczp8^Tp{eLeXK65S4okww#LuMt?U^|FVQP
z4>sbAx3!}PLMMg^ofsx`qL$u$N`6E#Pm2+P5!wi2*;?*m6~XHyX&Ww9s3wZ8erOeR
zlITkEhx#kJk~$JmrNe|ahY4*C6ACFmj1>|(3=*OuyA97VrA(cMgg@oRRZ93gH*SoC
zKkdd<OZY-J?qCUj&W)>)@Fi~CJP9v0A4b{U%F7ZH2?6Ixc&Qs#BjJ^9+`$rVbmOWe
zyvmImBjKanxJn7HbK}Y+EL*i$z~IVRWG^9V{*B2lY_tRy8V0D~YfO;5Oz1D7&dct|
zmkpt$+Hh&v8|LL;gU69V%oP@pVPO%enYquPu&}U7q!pDW)EP>`!YQG;l!S#V!3CL8
zT=4G(lLg6Ngng7;R#@$92vP}ygev?9gDu-J(GLb?MpRH_L<M<`4-pFWo?(y>6=Af=
zlmZx?WP-9_8o_(90qGx>?ETzmd2I^w3Uy0@)jwXc$J4_rs6YYn5DtP!Ey@{PlXa4C
zj~iDh;nUr?F%mw@jjNXM*>2py5<bU`tC8?|ZrnTxPr%Th{?N{^apYy9i6rYJ;Yn^>
zjf4+&;|`Yap>ABYgr~W2V<bG?jjNP!jT=`cVcAH*0!k&4Rd<fm8E~JX=Ic#%(fA}N
z0--0HVR#9BL<Olw^mjsgr=@+21SMnG`WdEua+vnXuEZu}wg|~~B1f%1!R#*BVtx^|
z)dYLpsKSI!2opLXOz4ClA=zN7jATi*3HH^zEVPm9E-gFQNK<2e8B&<?*CNnPDnJU`
zQ!OMSgN!dSwBI$q7#Ye&qB2u%h!Qmmb3_UMwN^W+;Ep~(Ntw$pqNIGzu+}7Xl?h5^
z15{AX(~W$x6A4|M2qoKD5hXiK$5^2@?`MLp=$pf$hpfG98$QA4Kx^5&WNail!K``d
z@J7nZFTIhknHQ0Sds~rZi7h113@VZ#MTPRqk)llb<;bA!&NYl>pD_jzqLqWJqC%aJ
zU|nRei^CFV53is&!5z)m5+|w=u@Du+y48qrrxm9NkWi+ig8af#*(fEjI9?TBF_rI5
z+ekJ_d98`Zl1;ZC8my$khV)>zWY=z9AldeMx@|I>!c8XB0n4UU4_1(S(ujudll+G=
z7E|IH!jKYW)97RuOKgp6D`T-H^b1R%J-mXMkPVd|w}g)`3=$Gg49i$kGf-M*g-VOo
zed#YRkZdyif?HY|%YDjzz&s!qn~L=X^Gib*318~QRZ3X4;Q?-pgkN>xswMoI8#hM6
zue))T5|*8V#Mc#EheWp94IcV^3BF>ZLN+xF5*pRYW<c5N$L364UNWRPQeGrmk%mt;
z*3oBk`lGx^cyBkZQo^I$xG@qQ?Z#D0c#Io&u!P~nB|K^*{AV}rU<t!bMBu6={Hhx_
zM#6Ax5x7bT|HF+dlQ8W?p+DrUM#As8aR*EIKW<#Lgg<cO#z^=hH?C5`|8?WaBs|J2
zXb|7v_7aNIQn^nli%%O`s526T!yNyi1OJ-|mf7W!O%g1(QJW>WmyOyaK@khIf>I&M
z6-S3es0CJnkX;avH5TNUI4T!fkoDnwtPcylK1is^5Qrc|JDcba<5DRBQ4FGrpdH+C
zhrzR^=svGBJZ`kS)=AJUqW)kB&mwqn`xS2Y83B^&nDB@-kCflHg0IIee*SYs2x&XW
z4Qte{E_6shJcNTF!r*DcFroUi1C<BxrzR~QjBFb`%<VPinBd`Vl!qt>Wz(MrD+uys
zEHmqNve&=ix{8lTO+B64o7G@^e`|#!F@lFmuv@iLu&bA1FOy)m`Y{E!XInDrH4fo=
z-j1GD+FFF@?&fqyt6GGxrk0k_)^twcd#`G5%F%fl-_${7{zndX)9t@%C>;CRo4Rw9
z(5;r>P4nL>A)@m+ymW6jeE)}EG~d4<+}oi!SHg#{uT`K{=r;}4OD~qdt@=$T{fb@$
zDT%`CGg+F3@b+fN)!w8|;4lz+)Hx=IGe2%M!Opfe^$Qd3+Ns_*!S1dObs!v*kgwLB
zY<os+)i0!t&+1?YQT&dCLGmvW2AzH2XaZc8pj)leZ$xy54)%1msCy*Xs{Sg$ZHhKA
z0kfyGO*Kfcw@r2H@Q&78ySkRcJ)KSJ#}sPMv^RtOn-T{51NPSObV{;XV_v%9dVU6l
zO<7z^VXerADA?THyfvr(u7h1oxov9HJ{+B+_(eL5tBlna3KCaDU#6oWZi{--hTGH!
z67Ge9-x-A}(9^PDfw}EB+p#6pf(u%(Gjbj_mUEK14Lg<D(VXd`yQkI0aV7~hHnSy%
zyY^&H=EA1V&bDdQd<JFxf(3lRv--mL0^oE)yoLVP0kP1bYiFlb*I2yIOf+~n=RUnH
zgIk#N^|aWJ+2-D-gZlwjXS;j!ZIK~*Acn1w+0!!Wk^WN?hIAk9v}&fEhrysp{Sh~U
zc0^Pjb`AYv*A1WF9^VDO(*kcHR)uqXUcW@J*=vTW!r9*c7ZT+Tv}J&O#k#eoI&&?!
zEw3fDJ=?Q&AvXZpC~Qs_*FjTXQz>1)E2bDSxipMsH`SqL9PO}RLHG7_mpbDhliG!A
zlCo$k%m58-!Gbp2)~T+GPtTm%n+1yu?k)d$Jk*w42Aha;>iu|-UR;UExl$E}7-_a=
z(%XWf%!o<!$Z<jphzRlAp@u%p5iW@ia`-Sd89Z>I_2j8>=pGq1!~%&FpAZP#YMtpx
zXWO_;+PhNd8B*C6^}_<`YMK!v2LE?%It)Axv_oNfGpt4*W(imTSL13`M6$1XsB<GA
znmgM8l))ugu4+>-wQWu5=56YCc`#hoF8u82VG)IcPZk&DCKtt3YxmBMo~<*tr+2D@
zW*CZH*-Ue0d$v2H`-NO@bB{Vz5`&F|uQ=iE@PWJ_+?c9r42#|l)OwhPrZ(sU4J6x<
zX;a%IwI$P<?rrOFQ|^@%KlfC+xfyMcY6mXZN$-Tb=%cS%116asx*onQqaMba4x*Fm
zQ?KGR+nsLfz^w}VuGQhLt!dTB;pUE>T$|d-;g;+cjKpr?FgnSut?E}CZtL8R)>^)f
zaJj=*^L4nl1A01z!`)r!=8U?E!@XU&T3h{u!#gz5|KbH5I}@rohQb;sjc~TRsV&{H
zO<lZRDcFS_km0)=>}*vp=s;F|r~_?k{059&yEAEwBvco|E!jSG8GbSN%OJP+BiKf9
zzeS)O%I;8uHuBI?k1S{L3lBfj2%g%FenVY^5cJ%lZa|=$LqDca4+dQ=>MaSjsp?H8
z7Q?7D6yAvgaoW{R1bLu^5v;nIUwFLuJc4a3&3_TX0g@QNOu+n;2_w8#!ZfnkB`>Y&
z4hdo;^gDz-XTnp~HsZ?x+j$geQznPnkWo8Bac!Mj>N4uasQB8NjCwYd(3Mpmgd(#Y
zeYnv{P5oGqB_(v9n(IMgb11Q`qfT8I5nEfM?h8c|l{)pO$oQG63hP7u%nIk3YDFk5
zvnAc$o>sk~gs!bwb#*8<lj>7{4#l$OkTL;#BK)k80^K3$giumf7SR`nqP6~z^jKt)
z)*zAxV@e(1)lrA|MG^6}HAvVQN?<)A<(|ltnMipvlwx&>)am%%;uk?{6G>Y_Nzf<a
z8(R&EYo%N}i#yJFXv&xP!eVW}4Le<_rYxLjztQ2c%H*=mskSW6OzYO8mx8n~=*8%#
zyDQU-(Fw-BE!axE2k2$Dbb!>+dw>+rGGGF~vIl5ocBElsU)fzsY=*m4UDs|ZO4C6*
zK0G%7N_4X`SBG#BUbH9Z=_35i9v~$}cxd<TXHyqp-|kW}Mfk%#LkC6pMvuvx+v4;z
zpeeH@+oAUBjY-a+r(717*sPH|W77%yOL3_=jr~w;I$^&Nm)dO5$M(fY-kc-+m2t^D
zkv=sxm6NZIOU|@+_3TuS#U;}PxazIA)Mieew>=<tx}`7OfpOL8!Gsnp32@5yf+-!D
z9X;xuU~E?|)2DV^Y{)mIyJ2%N3Zd1LzHDauLYlLpO?Gs3cB?mUjs@FJaH$@FEPpT-
zk^twqkduFt7qWJa3%c~}yr47dT+n9$+T4b*U?!JS@8YGkxvjH1qxO9V!3>6v3pkL=
zb>`Gb6l{g#>Q;3Y1u<T1R$n(E%J$DqxLbWlAzXyjp{Blz5XS8->O>vl*h?wgoylxd
zKhU8b!hfB@JsFJTD*wg9(PmX^0?>t8g)oN2B+4lW<}y5k_#6j2(pVO}hlAU3e42U&
zL5$~{dRx_dI@m|ysqbOn+}_oi#UQ^yhk>cKBFKxM&FZ}W&~SRY9_-&QFErYJO~2@o
z_Sp9sOppE7n3tZNT^V(re$j*W`}K>S3cRLY^bmgR2TVXu2G*Dto(-I(U-Wd~F8!j1
z`hU_dW<oILLz)C^Z|;HZ=~m11n<n0?Uo_TDcoC>4beQCP{v%UKQmHHs$i$Rk1ip&!
z=q0?w7qRqHhbpYsLO$){rMlW^67zq$Sor_1qRBd0^fITUR+9nwKUzgoXJKzqYD-6N
zs(Hr_no46H#iLMEMvOvJt!<rY%+I$h<N#_4Ezs`3a&lK^2WIZ*IU9<l(9+q9IcOA#
z&lXF9Yi~TApM#FB_uZ+^rc=n3zfZjz6}jKp5s-_bBAcTkFNlh~BP#NlsL1~yGN01T
zfJ?7)<Arrb!+bran-723exsWaQ_nzfQR3?E0U=`O^bQaMQz?|ngipE!AayLoC-EZj
zBuTWBdYOh^5|yH-p$~?VcpCbTP_&(fPWV(%GMNH0=CPq<Oywcn`4RCv4gF3iL8hU9
zk4&Ly=!A3QWT4c|p;S8!JwKGBr=j;rJnD-z|9$Gk=;(vabBm!HJui5+hoipjiSp3=
zRdn=!qoW(o53%}uIO<tXl!sL{wnj+HHgawWN8J&Qddd^!p|}49A$m>Ws9O+KOhW_V
zKofnXpO~g~PWnv$7*fMb^%n<i@+#nnI@7rv)=vA>_dRhK4foO4jz0C0CzgiUE$LiK
zsx7^<vzKgZ<!4<wrdaAcQ9^o?C(b2(nkP0)`X+Cxu9=T{qJ;F{J#jASk=QUI`3sX?
z;!V}0GoC0ReSs&=CH+lLY?$<m-c(K6!I?=Si;$k|iE~M>^2CNo@ARf>(qBbXG4(Sv
z=nK@=7j}z|sk@^ua`Q=x?HPP9qXqsxwZxNRYRL{yR4&tsZ+4j40rUY+yaD~UC(2KE
z@#o_>o`;lT6l11(7&zO`^`ZWvn(V{%ynigI?anI_Nq;~Mo0;tc!Z#A%H6UaX`>zAT
zgyETdiKocg(%s!C^P?i-F7?E9boOk`b#BK;9?a75HOkbgXFVXigTa$F;tMVtI}lvq
zi3}o~=TGxg-UmG?Z9GlF(yd!zol9L#-uMNccvF$PJW>9Ne1|8+0KepkYBq`*^+lJL
zD1~Ou?uR;~nv>%Ip>PZ#`MX=6y3PaT=^7vNM4L?*ed--gq!_V-anzd_Hml^-p2!Gw
zeb$p~a{5D0l;renPn=h)`(N&|H0VcoqWoIj8JlvwC&f$tw=wafuL!X{+7snx``Or(
z`(jh}#U4IUrJvd-{3*T`@O^)pr_#RfPw`<L@ufIkr~6ZUSl{!fd3gQXlVZx`urJ54
zxFR;?B}u_@p8haQUo-4S;8ZIXiw?QUrE6HN@<d6S2pEb>Js?o7FI&%f(rg{B{EEva
zh_Kn8=F!8Io|K51|Dq?^Tj$1p)n#V#bet#3UmL#SNio2`^h8PXsl3{yDN2bp6mft)
zLvf1-N*ezkJ#i7at^ArRfk<_fC(f&Z?wI(iJn<&8Kk`KRHS>CG%Kq25q8KuZJyCu#
z?Xf9W`BQwg=#Tz1Po<cAt;;-EmD>Gj9;|QqQ+&MM^QU>R4*$B#%Ve}yqVhDV9|;V`
zKvGmMd*a+?ah*%wM$U?gJU%M&Q&Ew(L`DA86DjrW&4{?%^+upnN{<j|Qi8J^`4dj6
zwY^9EAP9jy5L<e-ru5o#;s!@y5j#h>Syr2klanIi>Ji7*S@<-iTl77csw*;yXH;}q
zre>$^_Yy_CdJYlTXSO4q!Z#S&*Mtomf3<OD&!+mw#_*RQ12^eL;I3S~cIlGU*zVZd
zlxj@1G|_(3>CIhTY8R#Aa|Raenlb;+(x$cSX?W}GNMZKo4x;d0qy7nKle1ig_Q~{Q
zQt4DJT^~7(c0$%GI?7f<EECgdZW^9e%@w+uuQo|dsaGf8Y(QbEw_}><yW1D(zmasa
zT{V^NF{J7hU6<e)u=_3=C225WX~~$YM>FbpK!?O8Fx<?jpPXv1DrE||_Hyj47SD6(
z8DZ3`Q;}9c0?Yr#!mz2Md7YF$lYQ5+HJ8%jn^Q*XI8sh5vL2nnH<{E%+MUM5g3j+L
zq0+}2VvSa?lK>-fz3p}QZ6<p-o?EXS+7)C{p~^|RC7RN!yn3&JjWz08u)tFOj9{jg
z(;&QaCxfUbZFIPD*lMx*_CU3;DRkJfDaPIoTUXKP^KFr`4LOC)z?7(CJw=4I>dss{
zRw-x`8nt0xg^RnS({q=5)i-=aJ}`O<7KjNsR88>{lmy(z>TN2JEbz)oFvY61LzlGf
zea9XZZ|YQah@Yarl^Mnh7T9Wja#7&kn%)fzU7}J?3{^#EO?%2NhP9`S(_L5*t;1&r
z_Wh=T2{wtAPE69YJyRzMkgeYZYQ4?>IU!8b=q$u_0)dti)#B(BaBtyKGxRj8eI(gq
z5xJ$FBni^qQt93u3+>Kj15VPwa-ALt>^2`i^i38zm2PRtVFP7nt8UHjxhX|AM_s(A
z(I!x@R(>l`1)@dw)P-=nvsAshGc~E2nnos)NjS^9$AylPX9*(Ik(Y8Y&D*0gI!51L
z)njU?Re`6G(johPWa(5rKyM0A{`zDKarn2R3Nfr-i*UF_@YE_JuDVPTZ3}co^t5=o
zDbJsi7&TB6srHWu-WJ@TC9q~-=G~H|&8|ZURea+d;L0ZCVc2X#-vn$=k&9(NjGLgL
z;9-p_I{F^N&lAlZd-K*z^EMh8s!al7c^AyEr}O<JustG$TM_c1JDNaOX!95BKh=98
zkW>?6VOHI1@)FSyOcn4{=eGpfQpqc(CBS8Gv}LLeH+H)IfzxCpV0Jq4fFPA#n3sCL
znxbT)UeRqBny0t6XsJRK#tO^jYwOIY?-VGYVq~Ka?tx*Bx(tN1aQ<EveF0q&!AXUx
zlt*Sy6P)ybQ1)iKKqK+s(*>bnwdKV(jOZ%b6m9%MhJ#V+79rc`8~PrNPM-6LiB2~@
zH&AWWH6F7Kx-qmUO-OU#(x5eDZ4|t;=tfbdWnpOU!rAhI{Yt=O0_07k%e<IIFb^2J
zVw)CS)WylPPLsb%gKA`po>rZ=CB&h@R_%PyFvsQ&_UPaV%0Q{nePWyy|CQ@BdKsXI
z14N^N!v9)X^o(yid^rZHUeaK_qN~ut*{kKznM^-5Bwd6ShOCQ#q-)TEkOoYvjT5o1
z(bCy&++OUgC)JbQ!r$}sRqj+R>($TV334xPY*^70QQ>r+W;|jf<$8)ZG_}hm4yMYj
zJ_H}xGcJ78XBT~aX`T*C4SLLn7qW|P^N-}aU;))?wI8UkHht~T?9`=8NWF>1O1g8r
zkDa9G=F3PJj2HCE6Zi0nuG$<>6N)nVe-Wm(Pu1$hvtAwlxRFRK=YZB1=xXY`@@i!S
zbnEFyLItA!W(6~I_(0EXDFy=d>h32bOVY*dhG=fLe)UfbSzcktOR|{Gxqw}=xr(SR
zJhJ)ulakA#?QSt*!R}rAQ%hN!1^P^wUTE6>|K}P1@Ml)MV$E`XWl9m#5a_AhtjA)I
zrmB%Yw_<v<SSxA_l!cM7UOgI#R#yn^6HkY^2~PiwcARi8x?DWQI=^<+rN6MEd5{7u
zB5S!?_e_D}D29r$-E`Gm1Q*}1n^(E_O!G!Nx<8I1`A$3;m#7^#{ur0soQ8vF77h~s
z5(sP6Z8_*bz1se)Xx@y9*|zJ{0uzzY3Nqa@$LjO-6GhSTjPdC<!~sz;8OS@*-|x97
z;^^f<d8M9@76Ep7Go!W&zMcQ@cnDxNLR}{?UQ9ij=X_a6MkO8sNTU1S)H_1Vk7d_h
zuy8-+m%bL@U;3nMz}E!diYx)u0R(R~*Dzgh*GRFm_{EXwVzw|up?ihH1oTAX8NW24
zPP^bJDiQ;Bm#!nu+p!=Ufx&~6p@=?J(M`=>$xSnWI(yXL{0syMtLvI_9DPOCp?irE
zTlfj11wR&<qMI+>TOG#Y4?1+aa5!m~9#N_VzxFA@Bd5*{lwbp1DkiV6I&?{FM2eQV
zCN5EnP4|sP;#xV>`2xab(#m22^{V^@L&86SGks7P{%#lE)0<mz<6n#-XM52wy(c0O
zZ2uWX*zwyi2kANcJ%7^V>(!6)5bb|=92R=Q@2t?CKGne0t25nX&z#&Q)2*|S#mp6y
zuIh|Tl{!i{b~1pNwj#R~zqP$Ws94+OF6?>?F5Rp<5N0A<gxRh8gCQBg*+!`>pgbnY
zXJuVUebMSZ;K=2V_KL>k;$rwtRI0h5QSJ3-zt**#F;?LyNt9d_o}_tte09-)(Y5w$
z!O^SwJE%z}{kKH^_zj=RqK$pjwBDT~AFAlKZjasvLIhtc>3Z)0QX$<cx(Qq|nd|M~
z>%Q~Svu!k@>CiAhEa;)id9#3M#gaO#UeV>;dqga#jPCT_En2KNx(!zpr+*b)UmKwn
zI1ciPEZ<zaJ58MV(k-;RLnNxE)BUtelXf@J4i^92w6`HyinSVsK>ZmJu@|ZuWi-B*
z2gceAu?pYF2kmcsbW-8A(caSu=i>-py$P3{0M(Irx0^a>_qsZsAozSOm>adtzF8=W
zJ{!^WdyN;JB0h%*d{#k_e2LW~cx7h+eh|Pt41my_SxA50m+oUR6ej^&tbZ~Vd_~~G
zOI}D_J@AxP+XTdiNXKe(PQHKu7NDDG^HK)jH}bn7;zrYn)j07-)27}Ipua*K`RwB8
zplUkU3ukC__t3(q|4p?H_TWM`z^Gl`xK28gL0#sJG9I^xzB3RFhKPL}u_6Y7APQe^
zMaTXkNY32qJsoBZm*MD2#IrWX=&)AKA$Xy3&~J3YrJLpTcx#1UHE6XWi26w`&|lNR
z6^*MK)VFa(9|s;rpr>8kQUO<CPy@#O6l^B#;AIm|t2B=5>dFx~F^GLK)w2k)7oNIz
zA5)Ab<;$atb1}A&ZRwyh(?I2Ri8Naa+=B;^STfdNbl@Z(otsIBqO%26jij+S*^bsu
zbv5d{ZuIUMg(;w6uq#Iv(yLl2sK`~GV++;!;|#qxINn8}9vW}Jcqqr`aH!`cE{q!T
zprOMH)gjeX7=W&=n`e*MQ}u{7Im&aEq3V@G3QgsC6esKnG4%{ys8LW=`jZKBU3$m7
zaAi7TcaFeQcLLkrS>$#7RbwX?32z*9)dj^OuyzIOePFTrcro1`$d{rc#4!2ZK*#dU
znqpN<C$wSTB2w1oTGX*o32W#a&r=Qxqp+KQub}wOO+%Gd2OVrs+!NR+`fNExk3PnG
zPRUbC{RhkG^FvY_JW%Rmks!y~<NQ=E5@4P8^g(rDB#hyM`mB$XyEzhySy`9|BVmM_
z1-oRr)tx=kXoEdD?gdGWI5`g0_v14Ra-cl3^aTmU)_632)eUh_rq~;?$B&Et4FQZg
zL=NnZt}*O_$H*b=Ymyca#U3QL+&xF`KLVTW!0EfbuWf2Xt>Ixl^!ig5NNQ8IC7Z+e
z2zzfmyA-KgQd<QElEi$|Q<n>jXBsZETDDqd7#>feUTv6ZOU|xfn-7b{l2|{>kRW>`
z8&oJ<uNKTRNifj*I3u-Qq9TMYZYr)C=SMJ<(^k~1BO+3bsl@KHCAt?SyLqe$v)$Zk
zUf6E#G%wr>e+Dlw;n<Or?&hxhYu*S(zQ-HG6rS+LFquCfhWc-p&cA#yOla6rFA!6j
z?2BSj3lT+>T8%*KJnu{<<B4D*r+Ffn#OD#g(g=;~y%9|00dEXbdCD8ZWL`!LB%yu4
zJ?dX3S--uyET$ZYc)j{?WlS=0s#jI3G0ebtyiZ+n40@F%I3f`H)wkoIQ*|RE*#1*>
z(H-+Y5QW43Aj6FHz|+Al3Yu`^u?9yL(%nsm>Wbr{(zy25tCw*zM!r4}na^y=<lK`O
z)YB&t1`n3d>#G~&G&t9!SQBY?X6syhvegI@2Wn3QQ-`!0P&tjGe`ms}`?>~zZ`s$Y
zp*<l{sW)>^++511VvQ>V)_^tEX@!86X=3#S;fUIrLQv~9wT~BsBWkA>f?8(Com&`?
z=v`3=Yy%xneRDx52790oSOcH3^^-zi%jvYO7YjixW3cM&p@KK(Zlzi~R8u%r4&S2W
zo5IO-0v9FyKAc3ya8c5}JBn+9Xo~gf9ssj(z=A=<v0bJ|4E0o4Q=fiGET-vOB9Num
z0sgJG#NwOYCjwvkCE!2&U|xK(nlS{}pn}3nzsXC13~LMpwz;5i`Fq8wIyBp<S101k
zEO#dSZ=60=jM=38*Q+cJs4529E@RZIx8zJKHo(3^>O;a!tFEh8%ayG2bm*h2&{^Du
zIK2?3<~Sy(8WHjc<6HcdHDPsN(onN&$u{YWCBY;a6LGx^Awcab2m4s2^ryc3X!4Dy
zUj3xBzYG^F$Yq*vcADm+&Kzb4_*R~^VoZgJlKSb922C&V83p7)m{cpvhU(r~2G{lK
z$?=-Z|7-0`z^kavK7MZ|Gr8Du0iz-air^BYNhDyfG@!Dm1VmY?0hikl5{QNbvH(FA
z#RavW5^XDLEr?ZHRNSdwsbckUuc-B_O05f8wSXJ7r79Nv{_mOJ+}tFB`aIqT@|*Xp
z?^$Q&oHOU7vvE#w<bscPqU>Pgba-roTx1kf$3f&hjIr)sOBF{;Nt=M%)&SSbOd5`I
zt@+~2uRW%{d8Bo_vNzX?DQje#nD$)o=7*2&?l|sS#nZ05*Nnk;oAOrh9dZRV`;Ny0
zCA|ly!)D?%`sOOi0Qu1z@G@ENvCPaFYJ6>E%D|1Yb{`!}1+~(?_Uj|v-MYfvWQn5A
zZ;YbW>|D5RjVf%p7JH;AvTj#@+bm}p9_upqYm{r_zHQcgT@#g-ADxRDnXg;nd)7C6
z+j?~&A%wdywr*}=v+7#hxzD0K*r!)pPmEkuhPz8tS7oen9Ui+hvi_<i{NX$8@L27V
z-Nh7Ugp^scTPK;>D2IP*{jfEyk?shaG`b%?KIl{k8*Pv2J%q!6G@6?6i%xrs&dj<D
zyV;$>3ymgy<!^p67R!#=VTkc~{PSdILtHNPKVJA_tx|6&ET5&1nk(z;3Qy68ls0|R
zP#8`u6gJdX6o%jO#tNGn>I>b@^@Ss~k7jv&;f#uk!hr(|iVBWQ4Jxdzt*B|5URhW%
zV1Nt@-A2;i&Wml0`mKD#3ddDXt1qu_E*w=kS0C5u!|B42b=qOPcKSGN;6GX8yA6et
zMvZMKJgL0m<Vj@%iwXu6G)zCoMH1;-J?QA-?<64YHve6O^Ie2dC|wHOE8cgaQaY$_
zRRiW9U7RW&oL@eBc1>k|I5|@E&FV!>^)%|1!&e8SIz|!ZS5?o~*5F@Tm!lG=KF2b?
zQCC}NXw>FnZtAdLrnNt=8!IYIYI94L126Q@=If)-pM?|Mids!vXJDUlv>NG@k2;%V
z3{9%*G<I95{bIBAWNM?p4Knv*v65*`)isUz)wRQ|ai?v9jBB-Qc5;^&n}Ja`snMoZ
z!5-IJC42O4m26O@RdSOfi0P>x<n-hZvU;uRI$bMzJ2)%6(lIwS#e<V*l1HLCsS5Y*
zVhMB?p@%k8Dl$@Ds|QhbRaMWBXmdwyp2+R}X?~;ehwwXbIZ;t?&WKsdryVQR;GAmq
zR7O@Jv&*aN!_cF$vAI|0GBnOCHmzyXStC&)m`1JRjG=2cKN;q+66Pc_ITFd`NF<vj
zTDH|%25Az^O3IC0NsL@($T}R%+*%q^uHz+>wT-enN<`+F#wj<Yrl3?J74F)6>NE6c
zAWK%tPX($5hO<y`nH8Q^VV9;tI0dAvmqW{e*|S}S@Ng9xhNDI<w?YF|VViifJ*zDo
zr+=MYSwgI?D9x(q89q|!H#pfU3sgtk6o~woRT#h0lX>0LSY2alRpo{zJTvxvB{bTX
zAk@W)ZPaaNqI%Q*UBH5@vW=3%S{VjplLFyY%#X)9Wp%Zir+!}NxStbT==Unf&hoo@
zFT_gy?4{W<^X^!(R7QE;vYY~cM5$j?;`jFc)SOr;%U)*b`@s~yTM!qA`Tc{g*`7T8
zJ}&=W_uI3x{VZ?!k}|))*Y#}$)5Tkpz0~jL{dQ5QtonO*E-uaX{qBKxMu}|u1>TN$
z+zh;*E;fU`y)WZSoqYb{kNx~cKM}0-yT@gd6?hkCl_`u|@2<sVit{+{udy=!pfP^l
zSn1WZRO-dOYZbgF@gMQG({i>Sc$;G_e*Y<cuPIKYd$TQooWNVUIMF8z`@X%Lk@rl~
zN*NS+A9#rZrR0fVWp>~n;C*s#V!h0d^e)d{FC{;1Y{|~?lisq$Pb#2<_fb}fl<w=T
zR={SyeZI*(yr1PPmHocn`3qM{&hd76Ef$^k(SnsSKipdpFY^yP(f3!&HrLzfCHnX|
zPdJ+k<ipZ>{i3RD-+L=aSTSXJA1-*wW#h`li4wUx%KI!!HkPr=7Tqov`+J+e?@DS=
z;C))3DE0ld{-B^+l@ig(yFN#m<h?WBO7MbQxy}xH`du6S-d66)q~@i5UR=(Te%=`h
zDYtB_-0bT;<O1vzcz4fR?<ZC6c}Muk@$zuIIqx*Z_r1O2e$OEHSN?!2{c&RyQ*D{w
zIcSpaeFE>vMBG=wnF7x)Zgko6;e0EtPQefSydWu8f%ja(Op@NZd8JPNlTsDRWl==&
zAm!9~CZVL8-QDwUccK1V$+C*JZc&TOhXmfv1xjJAuDbcfP5zL4zxXMC$Z3A@SbxZE
ze(?+iI8`3<0`FrbW<;4^R3?81c~>-7$+$?Sri(AR)E^pLEwd4U_kPgg7n%8BZ$)#W
zbcS=eC8(0g{@zt`*|{nx^7jv1RrM}#Di(UX=CvpzuJn6hzBEyyT2j^GA8tVvd)LgD
z$6$-1@tWg)=LyOauerb<8dt&!18-TP%+I&P%6O^rEb#LK?~9zcN<PQ?uM83j?Mv06
z?lVnGZ;NNut-E*af-*nH5+#2ZFR?0D6nJk+hq!-2;H_#d@eftKwzR$(Sn!<#Z*{ZP
zZzc2%<%vsZzIS7@Wo(i6dQhsWcWwN3IUVj@I^WWixI<RT!dEl0aDaCcS@^2U!p@Q{
zge>ottTOchbxtMk-9=?G?B`vlMq^d{VYPgx>doplPOuE@qN2%m+Im-<Tc+M=Kl730
z{UWO*3?}qu)i&-uC|^qFOtse&tP5%9xnHo;A0H%|)MK6M_sjM7y;5$J9h+Qs9P0hH
z`6U^YN;WM_wm`DHf97Ns)nIRpifVj`-y@jn_ufY?RI}f5HQNuGU8TOCs{53yy1fJM
zx_M>(A%VFq^8Or@_@$Qo9)Wjfm??p`EhlcZA#59GT23AA^)pB6E*0DGiPG7dS1PS#
zrDSc(E>m;7IQwG-xOLH!u5&K+OIP}NrRwsoi#N*aP;civOHeQG;)LZ-SMNXb5~0Cm
ziQCmmK3SNsa?B094;Ca^)J}49C3JBu>2>QMtW<Ayl})+&H&r&7n1Py&YIR^8@s7|m
z@O~;|bpV}b_y?*UbXM)|rhCHy%35pgn{q5m)w;vr+Ix%#Kgr6`>zuUh7wFE^lNUzs
zxh(Y<UbjY9JFK&}+VW6b+RAk4*P3?mR&dKHYvUnHyZEcZD5mJ0)B7kE&+cSpGPRF1
zjeCbB-ZoicmM_QQ*6itNob<xBLx*XFn4T5RNj27`s&qa;l?@J7Ro81qM+ZaL-lySy
zvigEir-In(D;<<tUp}KUCX;9$z4i93=OB)L(j!Ql6%f(mUM&5IOSqAoi!lt02Zzd7
zdM9fwdTHdLPfs8*cQ%qeY3U7Js_k+Ax@hU%VZ+Q@xU+)WE6BE2kjd=&y4mG3EJ51t
z${sCJ=p(!EWKpxQnQ>E2he_ydB0by_8r4?olnhzAjmToDF%6S!nW4*>O68)q8_US6
z@Dq!u9CU(QgEq)_ZzHL>b=A|u4bF8KQhNKlScgR?O0u3pZPGFJRjaF<u2Hh{`p4V{
zAyO}Tiq!BMD`M=Z#OM&1Xe7`r{&l6VEkzqGZ><7Y)`h1N#<ZW9%9Im1w7Xc9-u7Cb
z_1r^gOv!F=2W-Yt$A>$8jbRLo*SJ`i4Xq!nq|ynOrmg#5RL-%ahJmVPrms`!@X|YA
zg^r?RxYeQx%2ch8I#y4<ViUsIbvk0pPFGB6$Lfa0bbD|MJ)=B4Vwm|3k0p{jt9N!v
zZe-m@57R@3epM+&JJV@YH@&NBYgSp6(LzQYsF(5Sl&cuj2hDzIFsL&9_Uh_b_)uM$
zj$KQ7+pay5s<wnxFZda|aNGHZ))Jc;UDrVDS1-kh5;Z_+=EyqRWnM!`I=ZiZ%qXh~
z>59ZB(Mm_SyF#j7i~m$J>|MojbY_EFq~Km4QpeTLXo$IUd!&pVooE%G6NoxY)y1Nd
zJ{4VN^X|~xTQgQ#%CXw2EeF!M*ZR}uUDl2~%=m)J`at%ScKU@)u(j1$Hf9`|7UfHR
zzK)uy(Xd3=E7a=n(b~#-*FV?`tn%2lA6D&%Dx$R~w`)bZ#I&HhN_}FZ6{mY+3+uZw
zEGi>aa}|)Rt&fUgJ|cZJAbpi@jxsx~Hp3!mXX@OoM4}elcA>u#D#bH4iByo5du^50
zCu5mgV27SaZMcPZ>eTX@CfDh8_^ME@)4M_HIx0|?+}7Qi(}ymo7~Ay9t}NYAR8d~!
z4@;*l+LbZ=ew?;hERD4yRzvd{jdl2N*O=4gY_;a3ln$e^vutchNUU*Yb%WKU@*16a
zs%G!bt=+@sm?@2iH|Q`@8g2Ui##ByPokHD!6q9Y`p{+q|SI1atq{cBOtBs`RBcrBa
z^*q{XlN}<Xw3n19AlC*nPFPXj7><e9?NNR?21F5Z$Fj{&6p@2WqdT?+15J_HIuuCF
z+mfBRFIp7kSr%hdIrlhuvxf;c&30)v!j`W})%qFfeCgws{igdADQ~*CQ^)6~`yhAP
zMtEeHw0C=KEBAEQo>5odtkDehqTF!ohGl12saVwgw698Tg&Q~cuv;3_;1(BZy^cNX
zkh86oDdQWZ@H8|<U(uw&d27GNS!b*pKKHh9QQxjs5SdN1LU*x-UEicslgdB6<&+9i
zTb?V;ty}yv$)dFnc4Ku(4R39&H)Ttn8flvcwse=88e^*wqxhABZRe(9;WvQw7Mf*G
z)EF~VYQLF~;&QbpdN7(Cj{SAGJ*E4V@aCKTA}Tdfy`AePmA$Sf3JWmf$mgi0EgYuX
zN5;f-*egfXGvlGuidosv`g=};Qr%*){EI{lKIJcf^`h2==bs~Lu&wuW<TH`SB9B5I
zhFpw%2y$=a&ot7jwe9&mL@fr-->ETS<CCJ6$mgFa9wM&R(3QzGqFw{?PZP~wgNC^d
z5NkyR(R-+PkmR0XKQS&^cw05dXW{HE%4_~!Vo%W*wSGNc+aox4mx|^;OVq!7Ey8f_
zbSRs1_mF7eHH+r%H)3~j73P<~YRt=#M<5SHRvtQk`yfl#SRaKWU1A3-s$8*0EH+Ge
zAKPE%(mB>e=KJeHSrR<2bV<M922n`}x*~6uVDc&YWA=a4A7hLDnE7^v<IF{q`ykI(
zxLsqhvy7ThOZGuFN|)qk3g7IFoh5HUHcH22IkHispvhB^jjBh<{>Vm+gC_S!HmW?6
zS4tTR->9mQJP+BZa!+oN(q?Z|xhEe+HYz`ocOe@s2|bXFiXxdnHY(4PZz|muo>5UG
zpGP*zNm46foxM@NWS;(*d!s(sNLu;yjm1uSP2U>HfAAta7dF6yVGro*vo3SLYe&e}
z;EQk_TnjIU7r_Qm`UU5}DR2Tj0``SjaOb~6f3Lt7;63nGcmX^YR>CvkFnAQ~2M>T>
z{ws{<6Zisr8m@t>;bm|sJO@_5Q{i|x1Qx;`up8X|aTxy=_yT+y-Vg7D%i%IO8_t9i
zVJSQs9tjVG`@tCeRA2O2IXwjLhp%l9&0mBM!294zcr{!En_vo_2KR=0!PWYN)9Tl?
zuo=#Q6W|!wA07<5z#O>a!%*K3;Nx%uTnVp+b73tkhg0A%coggh4}d=0^+6c#yYO|m
z7Tyfcht2TE@FX}8_J^IJ54XM_#`7k88a@JVgTIE$;1W0uPK85Z5zK|(ga3IijPFDE
zfACN6c6bwPftSE?(aLuU{2?3&yTMLy>$cGSoA5dK1Y9RtJzWbghKu1@@Kjg~3*f=9
z2i&za3~vYgJNz4b3_b{Nfh*yq@O)SW&w|ImA+R^x7kcn>-6$+wZ^2jK<8T991y{iN
za5kI*C%{5@IP~D>{|MuI75)X@5ATG(gg=9gum+w4N5cbPF5LDm>4Lw9cf)cx1@6*!
z=avsU;6L6D>%$xH5Aa^N94><u@N_sD4ugk_7XCpn4nO;QX#OJH2=9Qmz(ueLo(?C$
zVelw;5bO?jy+!)qtMD&y1N<HQ75oKU0_Q;=?s_u}_tA$!J^-(QEwBboho`}lVIe#m
zc7ZwY^$lV8FTpi%HLQa(;8Zvf9twLyAMScE40jWJ9{vWdf^%RsJOfUK17JTGz%L#^
zZ}==+16RX~;bK?;Plw~-@o)g_2Xo+;e+c8-2H%3uz(?UKxB}j<jZCe6-U%yjiM!|L
zGvSHwSoq!-a;$&(dZ;vihr;*uFmC<s+wdv)F#H|7170PX|I1)4tb$|VNSFuvKp*bX
z!@q^|G28~<fG@-K@E&+G{1sdZ7r;6=1CE2E;1A(IxF1Zyf9a*i^m-3&hMV9<_!wLd
z?}01ea(E$J2<O0RI36Ak2f%(XAzJy^OO<hlUJ^{d58zwy75E%{0zLrmgKOYwcs0BN
z){7R;+3+mPPlcs$1T2OHurKThlQ4ig^^)Pr9li@+hcCdV;Ra}5lbgR=;f?TWcm-Sv
z7r<Ir1*gJ^@OU^J7QrLnfp9;#7tDh1=%vf_dJR4gpM-ya_rhyn3v7b3;50ZD4u{3?
z2-p|y2a_-h?$nE%>GdIe7rp{tfRDos@YkZ1|1aTra6UX;v~VZEVpsrk;rHNnz2utv
zEpQ`z4BiTFge%~3*a&N2Ih+EA!(uo9_Jax0wIBG7UfNB54ZZ-MhHFLB_hxtrJP%gF
zGvP#73Jc-kuov71ex{dg3;&<+CHO477v2VMfY-o9unA6u6X6N)7<dTm1-rpc@O=%w
zSbn?>UlvWj=ino7JzNWKhS$IrcmX^Y*1{?{1x|pYU<o`J_JBzkz|S>^WBUCIZh@QO
zi*O^nN3`_a3Rl4u@P9-L??TuN=fEm>7Mujf!eimlFdrTY6VL{qoZcE_GQJ02hcCgW
z;KT4fcssljUJ4h(x$qoV0Z)X-!lPh5><fFsFE!|8`Sl5WUo?H+hJS^BhL6Jy@YkaG
z|0Qg}{1UhbHo>#uG&ou`|29BqJQDLf*bD9h6VL|hOwWI7kk0r%+zdCtXW*mI_B1i~
zcfp(B^>8^{2G4~Ja0X1lNpLJY1`dG(U_aO$c7Y!JT!YZ2*Jjc3VH121u7lUXtKc%Y
z1Wt!%zzJ{+EP#i>17I%vRD+rp|91Eed<{M#nx5<7D!2kJ6wQAltj4??o(jjqL2v-<
z3KQ@H4XRpv@4%--3;$ub4)e8eHM|yH4ljbua1NX-T6p8&F_;g5N5H;tU)ULbtU+GW
zZyS6Az6_s%kHX)G7T+p(73P;g+f&HGn+wl|)8MIaJRAXs!UA|0><RaV0sKNQ2Nusi
z;a2z>d=WkcZSN#=zYea2tKqfqa%g)qnfqoq2Ufx};RrYs9t69?|MK4QZ@3k{315QG
z!h7Lu@CJAdv~8<QuZ!T>a2h-fo(u=WAHaiQ5BP-!=`Fnf!1v(a;gj%>a2;F=Z-m#u
zC2$_Jc_IscI-CM0z+zYcbK&>kc1;?Xf1BShZiJ7)_3$3J0xpLa!iCW0MJ${ta6CL7
z{s<0&-C-B#!OztQES$}76Wj<NgSWyP;R?7MUI-V$aySK!hsVPo!9g$&_JKB!W_s<?
zAESoB9W^ZI_y&9#J_8?xzlV22y^cG7E8+RD8P0;0a0;9NN5f%oAnXr&!+l{V7>7GF
zzoX0G1GpJ(g3rK5;s3(B;7#y)*a9zs3t=Oi34a17!*TFPQB5bvgEoI?vR-2x)vY=T
zj*<I5l2tT8SJBclS<hGIZ=0TD%={GkHCelPzgtz$lKOvx1*qRO@|2Xr?Q&<orP$w!
z{WRozkT>E!`ijry|17)*ux~V3ZR}HIo3AzdN0F^uExr=uJnWxE9*6(^b)U1}e%QZ+
z{V4oTL(ay2JMy#glT-#oD?B%ttUmMDdladD^Ub~7KCk?--)H*YMPbgC&h|T4&P+Z}
z?(A2i|0cJPKYzi#tIX_o6LKiUVkbEHyqL8c`yD2CICb(0{mqmYx05Hfld}{~rhB{2
zl=Iuk+uO-o+sSvell4h>oA7?FbZ3TtXgl|`E1B|3rKV15EE*gg<l6qg*i*(<EQqCM
zRnDrg6`{`U(UIF}cIa!nlU=pG$Q%tE(#DZ39C0?|i^C5)2Wk7!(V@wt#-pQeat4pl
z>WxtYcVjU!v~Y*SYAMWot&w$cjgvyvTG8X=-5vugr?vBDnUCo;r_6O1kun1Zwb^uX
zbaA+>r`o04mYd1fk8Aa1+4R&zt$mtha%y@*U23M*9ooXz)YPvFs-U8-M(a;992U3V
z7Bh;rgVT{kqbH6%d*axtiDM@<7Kh&jjzPys<zprtl^Q*|qo;x2!jme%kx_Yt%df)o
zfK~Y4OlRk+Rk>=ZRXuvNDna`Lsm7E}94njAbI1QMy|BvaO1m{UV@|1_G*HPJHT&er
zsZ15VNnW&Z{|&MscEZS!?6jzz$h5j|NC%VR4kkx+Fc}=H89BIv>7WiKMRHdZ8+~G`
ns$Of%2X?R@DE(72=Fd;*bK(ZuCr#g)rRE;l!JXYfVzK`RGsFB9

literal 8
PcmY$iNi0gvu;T&%3Vs4a

diff --git a/src/dbscan/dbscan.cpp b/src/dbscan/dbscan.cpp
new file mode 100644
index 0000000..fab32d1
--- /dev/null
+++ b/src/dbscan/dbscan.cpp
@@ -0,0 +1,112 @@
+/**
+ * @file dbscan.cpp
+ * @author Alejandro Marrero (amarrerd@ull.edu.es)
+ * @brief
+ * @version 0.1
+ * @date 2022-04-03
+ *
+ * @copyright Copyright (c) 2022
+ *
+ */
+
+#include <dbscan/dbscan.h>
+
+DBSCAN::DBSCAN(const unsigned int& minPts, const float& eps,
+               const vector<Point>& points)
+    : m_minPoints(minPts), m_epsilon(eps) {
+    m_pointSize = points.size();
+    m_points = points;
+}
+
+int DBSCAN::run() {
+    int clusterID = 1;
+    typename vector<Point>::iterator iter;
+    for (iter = m_points.begin(); iter != m_points.end(); ++iter) {
+        if (iter->clusterID == UNCLASSIFIED) {
+            if (expandCluster(*iter, clusterID) != FAILURE) {
+                clusterID += 1;
+            }
+        }
+    }
+    return 0;
+}
+
+int DBSCAN::expandCluster(Point point, int clusterID) {
+    vector<int> clusterSeeds = calculateCluster(point);
+
+    if (clusterSeeds.size() < m_minPoints) {
+        point.clusterID = NOISE;
+        return FAILURE;
+    } else {
+        int index = 0, indexCorePoint = 0;
+        vector<int>::iterator iterSeeds;
+        for (iterSeeds = clusterSeeds.begin(); iterSeeds != clusterSeeds.end();
+             ++iterSeeds) {
+            m_points.at(*iterSeeds).clusterID = clusterID;
+            if (m_points.at(*iterSeeds).x == point.x &&
+                m_points.at(*iterSeeds).y == point.y) {
+                indexCorePoint = index;
+            }
+            ++index;
+        }
+        clusterSeeds.erase(clusterSeeds.begin() + indexCorePoint);
+
+        for (vector<int>::size_type i = 0, n = clusterSeeds.size(); i < n;
+             ++i) {
+            vector<int> clusterNeighors =
+                calculateCluster(m_points.at(clusterSeeds[i]));
+
+            if (clusterNeighors.size() >= m_minPoints) {
+                vector<int>::iterator iterNeighors;
+                for (iterNeighors = clusterNeighors.begin();
+                     iterNeighors != clusterNeighors.end(); ++iterNeighors) {
+                    if (m_points.at(*iterNeighors).clusterID == UNCLASSIFIED ||
+                        m_points.at(*iterNeighors).clusterID == NOISE) {
+                        if (m_points.at(*iterNeighors).clusterID ==
+                            UNCLASSIFIED) {
+                            clusterSeeds.push_back(*iterNeighors);
+                            n = clusterSeeds.size();
+                        }
+                        m_points.at(*iterNeighors).clusterID = clusterID;
+                    }
+                }
+            }
+        }
+
+        return SUCCESS;
+    }
+}
+
+/**
+ * @brief Calculates the clusters in the points
+ *
+ * @param point
+ * @return vector<int>
+ */
+
+vector<int> DBSCAN::calculateCluster(Point point) {
+    int index = 0;
+    typename vector<Point>::iterator iter;
+    vector<int> clusterIndex;
+    for (iter = m_points.begin(); iter != m_points.end(); ++iter) {
+        if (calculateDistance(point, *iter) <= m_epsilon) {
+            clusterIndex.push_back(index);
+        }
+        index++;
+    }
+    return clusterIndex;
+}
+
+/**
+ * @brief Calculates the distance between two 3d points
+ *
+ * @param pointCore
+ * @param pointTarget
+ * @return double
+ */
+
+inline double DBSCAN::calculateDistance(const Point& pointCore,
+                                        const Point& pointTarget) {
+    return ((pointCore.x - pointTarget.x) * (pointCore.x - pointTarget.x)) +
+           ((pointCore.y - pointTarget.y) * (pointCore.y - pointTarget.y));
+}
\ No newline at end of file

From 80170550521decd33d786b8c42d2b19ba5a8e4fe Mon Sep 17 00:00:00 2001
From: amarrerod <alemarrerodiaz@gmail.com>
Date: Mon, 4 Apr 2022 16:20:46 +0200
Subject: [PATCH 10/23] =?UTF-8?q?=F0=9F=92=9A=20Fixing=20Cmake=20installat?=
 =?UTF-8?q?ion?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 .gitignore      |   1 +
 CMakeLists.txt  |   7 +------
 lib/libdbscan.a | Bin 188024 -> 0 bytes
 3 files changed, 2 insertions(+), 6 deletions(-)
 delete mode 100644 lib/libdbscan.a

diff --git a/.gitignore b/.gitignore
index d5697ec..59a2f43 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,2 +1,3 @@
 build/
 bin/
+lib/
diff --git a/CMakeLists.txt b/CMakeLists.txt
index df5bcc0..46914f4 100644
--- a/CMakeLists.txt
+++ b/CMakeLists.txt
@@ -12,7 +12,7 @@ set(CMAKE_CXX_STANDARD 20)
 set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -std=c++20 -lstdc++fs -O3 -ffast-math -Wall -march=native -mtune=native")
 
 
-add_library(${PROJECT_NAME} include/dbscan/dbscan.h src/dbscan/dbscan.cpp)
+add_library(${PROJECT_NAME} STATIC include/dbscan/dbscan.h src/dbscan/dbscan.cpp)
 set_target_properties(${PROJECT_NAME} PROPERTIES VERSION ${PROJECT_VERSION} LINKER_LANGUAGE CXX)
 set_target_properties(${PROJECT_NAME} PROPERTIES SOVERSION 1)
 set_target_properties(${PROJECT_NAME} PROPERTIES PUBLIC_HEADER include/dbscan.h)
@@ -21,8 +21,3 @@ target_include_directories(${PROJECT_NAME} PUBLIC
         $<INSTALL_INTERFACE:include>
         PRIVATE src)
 
-include(GNUInstallDirs)
-install(TARGETS ${PROJECT_NAME}
-        LIBRARY DESTINATION ${CMAKE_INSTALL_LIB_DIR}
-        PUBLIC_HEADER DESTINATION ${CMAKE_INSTALL_INCLUDEDIR}
-        )
\ No newline at end of file
diff --git a/lib/libdbscan.a b/lib/libdbscan.a
deleted file mode 100644
index 146a717ce668a32b9482543489f0376a2031a4f5..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001

literal 188024
zcmeFad0-sH(KkH3lGbaDWDBrm`2fqdY;25e-G?ubt+gdAjAGf`u&h=qX>DEXt`2j9
zF(8b=gge|<xC1015HMH3Tp<aN1PHkkAOW5Lfsk<f{Z)0(vC{1B2<Lgf_m5BD+3B9D
zUsYFiSI<n%^vqZqjD|XvXU{5GR9akU{gqUfSJzaPl~q?37FHCO;D9__Qe0eFUS3#O
zR*4P&osb;}ENnjN&^rIB!sf%)t@qby_$#Ij{_Yc+R-}FpQNPEk-wV|5PW4*|+Cbpw
zwUu=%npf7YEh!5R_6ECKS9bQr;^C;jvZ*K19S=kjXevX&&QM=xFdiO8W~VBP_I3OF
z?KLY){Oi_iT(_oe-J0fjWq&vn?};`j0nNdN=8AydpFm&glHNj#04L)2msAA~4MfAi
z&d#1tAkrNRN8=5LtXqR4{{FQ!fk1nAUm!F%2(mzTPqZu88Hk{<LDHuw(p&;P>Us}b
zAApJY4}K~sRhFk8(@$`blb=eet18Nv;e_ngmRKm*y|9OXe)0J~z8<4#A_My{yOxQ6
z1zv0l@ehBK@$bqk-gVs6e&56O)x?9pgH;)r8vWagD)AQx#KVJexi8D>{YS31%EsOY
z#DqV>BV7g`@@TWEB2znqevChf7YOxqwsKV<kcju8!nsc|%pE7&cf*f8+E}U^f!7`i
z1;T@&aBn;i54HpXb+zkj6*GQr@X7rnRn_ajOZ68Bgkte%q`O@a4cG5eg||^1FCMRH
z<OAbRTGc2S_6x+~!Dzg%m&%Fl?d3*k+Wv~=cHoiy{*Lyt`$n|4B^I;bftT1`!;jP_
zoc@N_2Li3(mcI5tTQt}e1_SVps9m?pWW7@9S4~Rc?<LjVyoWuSE~^rn90-IvOfVcD
z-rkpTCDZK+&o@EZuLF2w17LPY3b{4(i*&bfzaOsO;NFrh_cPhD`wC?FhDSWwGFdfD
zKiS@3OG`A|KeD}BbxAH%;~w2Bft|n;Dh&M)9a!*i{m#jk<YT5ty&jt;%jfO#XzGw7
zUT<GZH#`y>j<>y7l3&*(@pe@vuv2A1g`pqt;+uO%;>|x(lJ`uKc%gF>*puP~qrvX>
zaBM_>`OcM+U#X|Pa-A$!zv?l@NrC`Fzs^WEb-xjK?<%}g)VQ5_y~0m}he6B@8g9R~
z+a&)>*?d^L?w$m7s4}4<5a{Y@Mcj|X18sfXA<{1)zErEYsltNRi?~Pepac3*_fx}%
zaQUwkTk4|RH9a}95?c~V^}XPuxcS8E9_<MLQ8zSfNimuJQOG8Dr3q!A82MLwc<qMT
z^&6VEd3SxD=c#{oHIEnk<`M1Cn8s~EU;VbpjYDtO&-+9D(1-O;e(I@z_^vzUU;X%d
ze*)S<qTTiRUaK>QR{QF=ug<Hlc``m&KlD|@&?og<{~bT6{-IBI^WW+9HO~y3R6q2e
zzY|OSwo~)!xAhe^3_Vjn@9Tz|-^J(E54}-8^kmz@@zc*H3Xpi}xBMihen`}Bc`|3)
ziZ6$1zig=aRo~z0x9*N-G0K|lnF||-`ts_B{Dt^eaLjSF$JQQKd;C-5rys19JdscZ
zZ8l3TW^EXH`W=#D$@~B9G0YxEGz`5~|FHDl?&*ek>bLyQ+{SGKzQ%2f8izh?ocDL`
z7d0=9KRX{ixqj;t4^xM(AMbyu<oSB>()e#bSwHj<cZh#A&U?3h>+|Ec-bn;opBTUO
zdF+(@wq$qhwlR&{>n3F$I`8eF%t=rG`Lpg{z_rCs|Mj0UpAe1cD!V>AJ+r8O>no=p
zaOl>5pT6PHt^eq&svkNI^*s}cc71;O2CaU}({l~?*9Oo5w8o+L8;9zO3fSFXYutvy
z>FCd2H_pS654irlAGaC(t#Rlh^!3J}XBERg;@7_S3UKNl`O@gYLw~Fvnoz{Y>xZ7L
z-!`GBUOe^AavUbQ9~-8suX(P1{OTv`w@=$jCVlVO`t8eThZ%Pm@@kKeCT$q{azis&
zb!dGN2Hf!&7l#)-TURuVSn8kUvmlH#pDfDJx$Co6VUL<$#{28Gl^4}*>nzHwANr)^
ziN@`x6is_?!uaWRnzs9i`Yli8zyj0iYu<<-`t*~VyMMpyFUPLQq`g;ny?boNu8)p-
z{^`G*c-0fTK3(L`9Qb*|ws?`RVM)9wFJ4-|Z9~D3mk{c=Jd?TmiH0E@Q(%2Rkk)P-
z`jZ@QFnHUJ#-Yy}hyKQGgr%nuz&nF5N&V0+9%<a(p;w1Ks@>2q^c6)OG`gdHdtFf>
zunX#kz9ySOgb%H&E6QV}#%+y7bL+RAQdHPD^j!VCPiwcq)f9+oelq^tA%x0?n$O0c
zeH3;M-R940fXw=bj1bj0?<e(7e(phZ0~)rCMH3LUUh<c`Qa|)5I%lZ3zUI~OTh@ZP
zetUVpe<*&R&!}9jDjT+!-v{e>`^I9sHnVPg-OKe`p2*z&WJAr9eUBa*dS&hQ%qtqU
z_hvTK{4-wAIP^mOJoF;jg;?!+*mQ3F_U<q1hdQw{@2mPJzw(Sf`&@X_U$VPlr=e`y
zjt13$Lqg?`*GttK#^3uZ*70H*TH7b|*Kg0<vFr2Gv~5iYwx<*wj6SZ+R993_@=)_c
zqM7;w6fakh9!(9qpGCA~4r$YxuLjQZm%K?7xkOQH9^UeF$1%s%*&MusnAs6EUyVQa
zFgW(TUEI$aYCer$)3EK(yhFDg3NL=~-UJLO^uH~ie;w~e2ZCu{k4M=wFOWaDQK7Pi
zA-Lf`+&a2?M9ZjkXQE|WKHuH<6KOZ}#p3uXm@ji^xiny?tbTrHQ6X8evF6p-M&hH9
zT~Ev;t!}8-2Z?<bvN_(_{q^qMQXeY&Fv)Q9Nmtf+=!J%PFEl`{L&??{NORx2S`F8d
zCnV|6bMH(6N+T4O<5(R?EY<G(3O0G?eo!VJ7*<lF0i$BqrvvZMx!?||ACHJ_0Sy1u
z1@$#g#aAO}*6yTW`d%*0XFL{Bzi7+JzTJKQL^sH&8~V#*6m;rUG~4p&SMiM6-A~tV
z^A{-czL$?VuH=c@W1ljoT)3G0od@x<@2EkG@_QfeFec{IR1Mpf7E!dw8%}0u!eHzH
z?s$r9e?umBB%{Mw^SPb-ce{5B@8CJ&YoTE;b7~eMnq$qYBJ1yxW}2kQFUId{o~#SK
z+Id+G=XkX@vJS*Pp_Jo@yhX5h@ra9gSepLq$LY*A5b6krHZ3m1Rej;yfsRP1qc9RH
zoPAQ?yu#(n3gaD-*n;J;$VuV3^M)OkaOQSH{q_Y^FdA9EjVFcrq4(>zPox9KahTL_
z83bLSttJNZa>n>}P#3`8HS)*YdR2WULX|cy??R8<DcGJNcM31a%p{U=bI-|=JH=bP
znJ=Oyd)!=EQK(oHg#7Vk!bqB)NfS>xO2Su{N7{kdr$6JmeYPy}HLNxcvd_u7Aai@h
zg`_V18STka?f8GSJ^4PVZ@TtS6r;aF)xaYX{d18g6Bo?dxPl7}|7_2c2A_L@;h%H7
z(l6Cp#$?h}@wgK*ufR|CxN7A<`7>AYCGj3Hl1~hM&QLccK13b;DQ80;?l{i+u=HXF
zeeMOqNPVcsj7y>qi6?!G{;^cqa}Mh0k3^xRTgIH@y&!9Q=7kv-Ndp@C_c8(QW2tsH
z=ucgBTp{eqdZe)D4I=YuxMg$=Aa&3HL;n_~|8mkBe^UP&#P9~x$-~+XK7+&ctST%0
zFYrib7MznIcM7*;W^Mq@xB^+ulU=}9r1*y4A5v83crs@YmygdEu_sPyYFtOLW6ag0
zTAmR@Zb5;tUZ>!KKV!W4o|Wa@O0oa114%h_d=dYOm0HHQ^G!GO#6gFELhU1)e2N*E
z{>=9MO;!9q)V{l+XOmLPY~MkKp3d#N6xDBnuRxI*@kMn<`@sIc8fZwbQ!qx(pz|O6
z8F9wfqbeK*EJq$1u)IS9mb&V=|7yUYel!6w<L~P7&4@R?*Hi_GbO=1uo<{K9r^t-B
z<GbGAW2N)#0rdYy0HXH13B3xG8b<u_jWP7%_KXNb>rp)oZT-_1(mzHV8s2YQ2P6`M
zKhh@--18Lf{#>hR7A`s~PE5=IrH+rq{aLagD9;hA*KR0WIe$JfQY9q|OBWUwF6g2x
z*0M+_+!@>yUJ&YxguCOY?dlrDwzsD@#Kl-Fj3TzB@~4b{Vqy6kE?-z8>&q7sL9m~g
zv86(H&jRq32jy;CSFl{}4fgb62W43Vbwx>O8wxF55xHfka14dsP-j<Pr=74rq0};9
zKh}Dpy%cJ-m%>qdsh8wIK`FdnN;b=pVak>FcXvk;B$b1rmlQO4`lZPdRUlw$OnX~5
zHLYJZ=fq(|0JkHxMB>5D_Jo?Yl1h8Izqb@=y>K*!B%G`-YwhkK1%s{ZfR-*<9qMci
zclE@{g`v(iBn3NqdKE{gbD+f_Iw>6OA(BBuOt|~RP#2jGf<yEZYmc=Axhu2{#*`&H
zI=O2EJCrRu2gt9TC&`Y})zjZX$6+Aswnn0r<w~9`swQ_01S4_M8Fam&p6<4YYI*Ob
zK2;kHw}s=Oj)6FJwccnOcGZ#iKoprj6r!!Y5mGnW8ts<9v2a+qKN?rYKprs??8F5G
z2xILeGuEN{V5}n+--HS%5jSiXj}3OV#-mi-ALP!6qoi%`CZ*y)OE=Q1{Um2F7VIZn
z{w0g?jx;v!8hxc}a6vr6h67p<B{;Gg^s3Zidb$q>3`0l5v9NO6Ce{51BCTO#ADx&w
zXyJkdy~q)CE$b{<5DMaAY5`p>Eh`87@B?(~UmitH+B{lnXR9nh&U!&tystYvB1p6~
zHLNUL&=&5DbVa(6M_$m^-4_eDF5o=Rg4pJ+mYz;(a91$Y6B}I6kDeOo>0SWhWhJE)
zC}6<D$_f|6;;qX<9F%w$d0km(YYWEW=*;mBEpyQZ_${_5h;S7}H(k^e?b%GZ=hz~d
z@?I2+h8D>*t@>FQ>h0CivbFR@kPoHE$$v&Nl?ro(Hx_B{Mh6OY1fwYW`nnS;JXsh>
z(Rd+Tq<N3Rx$s=i7+GTy(xJJTSxj*zC?*F2<k7OyKwQgSG~)(h${dqG?xjl5fvmEe
z$ckq?OJu&R&Yte}Lf$Z}Z;VxufB@#!V00kTO&GoLD1nsC$U*YL03m)aRh%o%$X+|X
zqy)*97Gz4}VbC6f`lwk^tz{p!x2#emjaqio-lUQi-U`x9_}508(*ZA4O3=nj$6!k~
zqL(<JpCv8(TN(SxI;FGiQ1gs$Cmf=VOpQ5y24S8jD6iHUZo{pD{$QXp5~DnHdtyl|
z(6taw7mjZ44fM3NVF2OUf-LNrr5)WiqAv639(2>T&YpolFxrlP;UMS<z%$EtbTr%^
zpb?%}pQjB8pJj8{9eQZl(HY9&s$Gzd>YUY+ACUf4)dQh85_&Nl%AGeZkpqX&Ksqvi
z!ggX(?H@P2@JX@@1Xbhc`2D8W&`}giDpAhcZw7TnDsw;EYd@(8%G{y$-j6#J9haSB
zpTZd*5d-y1Su<fKTX?eNi;0EPz6+V&B{<!f+}7Je3g>@o@@cS)cOB|x1_H5`zBVl{
z|5)EuC{GN~M4{y$w-=RQ?1=%=Udumz3^fwg)Uti`*dxYO4UK;7%KX#vGLajc80gjV
zPq)~jTK*Yc#WOK5pyi*bN;wk)ZJojPn3jK*j~eWmm4_NcRV{yus@NN9v}yTg=e4mC
z1rr0EEp1YdtqNuCL_8AFvnc|u^L*0L#i;7+A?=6u*#{bVW>rt52T@wJ{PXvz=8A*S
zoN#!PmcK3k2(GAyYBURJ`4{YS3fDAE4D_{V`4=hKM^41E5^%Mazhj^6Owa)WH11-h
zNH5XDg87%`UBbuX69e5`aarEYTroiEYx!3y#6dK!bCYb%)eMp`>pU^h=;ry?j3vip
z%)$+=b!0zkil7$4@?>bPEHx?x?-3mi(<sgMO(r73pe8b>ppsBT%MFZv^DytJ!`m6-
zI2=1hx%fy;Wc$uSMVK5<ZQ{7$k>wv4Wpps^5c$_;Tn};CJ~}cp-lbJfTI0I~cLpZL
zyI}p0HmOmWj%zTjXp;_AHJL=y(F6NVTC1vjRMpiQ+^kJHOjYG@RS)=@R81b$Yz`yb
zPx_Xsnm|<p%(qTe6)+W7HLI#=R27M}#^Tzf^{TFr>e{>F82Q?y4Pz+YdS=a~%9DDK
zbDwm$k8JLlRjhfR!OmnAISL9Vx4}!3&EY?}aO!=i$o7$WvzaMt%E3Af#jGjY^*dma
zT+tHm83<`pgFY&X-LzpxWKFq9e~T&F+QV@oX^|u|b3pP05CO77AA?e^V3L?NHI#iA
z9kn(DC5f|r8*m77+5iP~L;)|Av!-0EA0Q!m`&de=l(L<0h{6!{ZN1B)gQ##8V?RJ7
zykV8HeJ7wIYsw}1Ws;gsbhN2$lK3w~Oms#QFV&w?WW9KTDBh+`ZI_g}c<4n^686DB
zyi9*rk<uewpzM&8RU;@b*C(PbS17YZWP^?}=zw*Feh^B{l7h|=rf!r(SyQgmgUsC3
z6739kYg0G*UVsb5jl|8P#4N(2(vw%|rx+~Kmz|R54dP)}3}eii@*VwN#S)_jCA6vC
zvN2y13vB>?D0h>q^}iUDQ9_61dn9}f9%hj6&r_$d^varYjh=&pxk9=0MA^6#h+%`_
z0+``iz1AXQGejljR)Z2m*XbQh6dN#H6qC9>Kt$X;7H#<H27SAtSAL31@;?$e5%GpR
zdXxSrQ}!Wwz+JCTO84QmjNs9rdil-z-<Yt!&D5b^f>skLcPK`tA}seC4A`tGx9E8&
z<_d5rP41LTT@FlHQ@*ROlH^uH2POSYM4#AD!IHA3+@bdwOiISxlILaOF<Wbp->u&%
z$<210B+0)p$rbST^xr5-h5J28ScHd8B(5U7PtQPAt{4cRdvvvEQ%{z?V;vFl)UbhU
zPW=})`M!Rjq6RFw-6=9&oJ7RjLQ)xYKhTdh>AHHgsi!GR5S`g7(EU(9%cSe+?9`^7
zE(w1+obUntPLr^Avo`e%DfnZevkU%_{!5cC){F6XrfkkMJjIhB`9b{)5Eh`_v9@>w
z58_Qd%NH;U+#`=Bo?(8YI`j~ljk2aZq!*z`wu|vtKU>P$V#or?kM$0Nq?;|aRVscz
z(U^+!-~;u;`ZkN2>~@Yc#~%$u*#y!K)Q{*twy4P{=Su8cJfJrcd#C<4gPJ{!Kybd)
zcLmY2t9j1~1ld0FRo0Y8^@$+icCt+`kbJ$wXZPk~dXqsH?`hSh?(khnB)nm|+fc;C
zLS}1EUkgsxymTbnM`p;H^0-b97P1gboZ8fT$NZX@d1GVF%*07Lx}KK~WKDTef576}
zq)ok8njmi<uv+G2xmi=5(%-X)(b+EHsaY%|VpD`MwLGmCpkC?I2kOf*=;A|ca-`m+
z`wi;BwrH0&^+IW*tBBfCM0xHRJ*KGRJs5HqNiRP_v=q0{u4nZdB}G@bD?~lv3Q6-0
z(U>+j`pt9tQx-M#ge#>PCQWdX{=EKAlNvW;(Dkp9<f|OXU(lzc9)^G_bQv}EJCZtX
zQg5ILp_=wneXXQ6qW#rU@vDfM6h9cPdr?0{5~<*Hjih<hPV+PUMoANjg*q_9o+_oj
zWzg_U1gxLyy9~PCmMFTwd6IA(a=n(NK==#&9|j@rd;)Pu5>}an)D957r01hbc6U6}
zICZ<E3z&4&4A8x-A0+9>M+A7eB%~~}lx#Q5D|)+u8mC9Gr{3@R5fSo+5QQ8ad6|55
zuZBq0lrQwlY<%d4KlIQwxcJzVLVU8<&YqGf^q*PeeVw5Hk>_=ypOue|DaWAC68e{*
zpFKqv`6OrdlpK*y2(zc;ihOx!su)LuZ1$A>#5kJcW>1+R#?eGHdrFZQN7KjbDRad*
z$v#hvlk5kGam0SUXbp!t>3Vi<H`Kvp<~(hiz<s#(Zd|-~;yltf^Qdu+FX2v%nE9LR
zccJAnL8Y0$9fubin&TxktzkS`+Oru?h~vrW&M@7pSXqvj6NKjjY7;I*@5XPokG9iC
z5Nk94FgI{CaH>WgB56Ws?eF9Ey2zS#@RS4akmqs{4aYm8xDz0samTGIZCayGVvIOM
z8dl&DY<?Ubqye;$Uc;cL<5khGiOYd22wcmW)|6L`oyAo0O*>rw$5c&Qk7pz-mY$Z4
zxWlDQJ2F>ZmTDQbf;60Vbe^<G8hJ2IQ@@rW_QHdvo{s=8<keqHKuoZ;6*pA1X~*Wc
z!m2S@VDJnPFd;QYi^3mtxj*eVcW@=e{4@wNF(5rWE_Ku{5TqYY<+N#mTquXvOww7l
zQZfLEER`X?CbUnf#ag~JS^F4Q&6NFV8D8N~$|&}TYj(U9QykF5Rue*e4LuAsI$h(`
zbt9BoAeoeHR?76c204s%*$WRnDgRF*7@v3_fneIH?qGt=cz=g*_64sv&cfn$DXcSH
zW3fsMb-M+{YAqM1S$!X)N1Jw@JJdQ30-u_29=@Q2wceq@vdtYxd2Arq>tDwPTLF(L
zgOR2%*fv~4O}m1Ior~TW>Tf|$oJHn3myl#fj0?QrG8nXtZwiLmw7W?^7pSGhPW%v5
zOM;XT&3hffNw!aJDWvE=+OAMB7h!haX=2}V5bty*lH0k$)6&z^sd-81d3@86-}(^V
zVpL@NmSQ^-*VW<nC_**TGq_dU9bZa32Nt#kJ7eMHn%J)<=dgV>ZOXa0F5hp-g88JD
zm~j7Cl$I_a-~!RpE8ov5#2x>|i&FzGUW{p>4>6vswBPc*l$EMRa5c0vwiNsQ((0#@
z)UUAdoC#e7T=xzphW%DfOUvE~Q!@7wFe>hGf%U!Y$PKu|%sZH5Rs;P&z|mBaOqmMS
z-LLh4md<PenbdyqXrD6Q_Wk}F=3~53S+B&f-cGXF5@_Lh92>XRBX+VLb8oh|M_Ny4
z-g6-$rS*VjSnqqJPPUKCGMRgs>I`cakPjRT%4baW<iml5#j<C9G~F`o8Fcz?_DnjN
zPv0{gk=+})tFeo_Xcx>h395)2u<^_)bZKP8PDW<#KUmysWNHI<QQAQleH|9tKWP`0
zXoiu;0xR1`_L-YEhO<s3rPYOo5w$+#YVcq{z^K5D*G_)tQ{LYf``zgs+c#6w4i7XU
z|FV><eUEph=VUbPP@~d0O+}>ldB=Gk1L^!WY>*@nN1Q>?<9_dqt-ur_5yH@c5^e{|
zMA!(w7^o9w0F|^zh3Ww4P?c21Aju&0Q^^>a5IoSduB{=Xk^3RZr3O06-7cgnOhmd*
zdtl-Jf*$k90FF9nD^#j#-vTj(I;EHTi0qQ3H7UDP1#91M$Y#I45_tpUjQrX?u<@vv
zyX@Q<&{BpRm!dZ&u(yLfb5#8CM1Vh%l|}{7F$^I@gJEu7mN7h$P8~yDrR<;gSF<p5
zJzVDWpZ86w$m9yn|9L+_1#&QvSU}!I2=qi-!_jbSU?39jSjuy8%jS3(eT1fExvOTS
z4sQ`e*G%-}M6q)$C0a2lYc=_vedPo%H~_u=AEAv4Z0OZ!$8c47GLa3<@p6)aldZ-U
z#CyEJt>()$5Q2nYcV8DC(g+2RE{nut$nxP%4=($b@(xD$^lNga%|<{!55lHjUvM5>
z*NQ1i(a)yeG+F93Wh+kprr&HFqt|+--=a$6DV<ICjZ(>y7v56X(4GpT8(gV`afq=?
z{9;cf((MH8pg=RuYBe$A2jjeiSVm{WGv1odQ$wYEj}(I}gjE9M`LE`kL#EXF1BXTN
zR77D#-Vvx6pnRovq38_b1?bZU?f?jptfd=LqOdBj4>T8vzy`d9&;1IIn?-&I*NDP{
z#)kLTw3Scc^to`w#EsZTxWHvB9WC@{$tkK5kE_J-NRI55@H4K$aCU_-0RaKrEiET)
z{J5_BEd+V`fg(gXb~Ocbh+Civ)|rrIlPVI4TBucW+X|a!k-q3l)Z)VRMu}QnxIvXF
z`^<J09<J&T-+(e92PeCQWjbZ!vwc)kM{;&#Bxz?k3B_H3-F4+4yCfM|NpbkZz6eGL
zp3DQaR<{DwmnWmHYDcD;7JWc7>Y6}#RWiyNvmv1MM1GBD9Yx{QV?Up3c<fr6$LMI`
z4a(4E1L5GN^zJ$zNS@u;D0e9%-&RN>3?tuel-S63sL~E0=$X*MyT-$Ibaj*{GSrW%
z5&Z_IM`U#2$(n~PCY}8uC)+2tB(sh*`m?e}BBJGst3dOnBh3g$+y>IWIg;AF5Q(CL
ziNbfr?mED*?0YuL($T{Am1QgF78h=C@kmNF6y8P?Jud(-(YF7ZNkW9EM3)J6YK5Pu
zvh2|RHcD*k|EQ8rn))-t)Wda1ZS0MZ=Xr^QYVlzgcnQ5kEBrF0fJAq|mE<;|kTvg_
zXm7SpZmEgKkpW7DGX8LtO>Z9e3CJpvkyWsjXiOcK1<dMXbi*Bg+&-XQl8oB!`!QJ_
zc=uQ_gF`?yy>lNAMmkGM&EOV@v|>JV=*)iYKEx5>kr2nHhZtr-#h)qpPe{){+=zaK
z;9DDLw)IMM<zqa$cg2C4wl;8t83<5)KB|x5>Lz<c$B~^l66GTb372!7Ey2(x9Qz*}
zyTAgo9T}IQdv8y`vmGqP!JpvZ0rnB26&{&U%%)be2cDoUDYaAhwZp-LDeeHPcWQ-4
zXDl4fRcsyiYh8*bVWxs#GfIZDl_ik)wR06`sHY1@!dQ;P8s7o4Ifa1?82~J`OKVcH
z__dpdAzS*|a9c*=RvEYs41Vp=VW<hsu>pri0GAaTz|K5=?G1^&Ake(IJKj+?fJbpe
z;U+x(ckx2_5hwd*b>a35x-Hg>=i7`CgGUt2<9_WXaKMR;I-QHmYRaCri1Gzgn$;vv
zZ%RvgBjHeZAQHnHg>=U%+84rec`9Qt1N1aQ{0=zTKH5%qAlGJLIU~v$)Hod^nb6^&
zK*OPwJrhMojq{#>y6LnG5f-mNUD37$+>FF?ts0ZSuXRe01%U=I$+NYh%8VTEt*AeM
z>FCC!Ruon})Cq|w{MrKwsjnL+0Ju6pW)&Cf-8gX$Q+h=dU6PUQ{eWPdD72!hGhn#p
zcxkcY;hbV_ES~Lc3-)!!6Ope4@}VF&VE9q3=(-GCxKVr?ai~op2I|70;AZ#;2}@CQ
zE82cNL6PIl`l7ot3hag~DU)ZdfnX?vb0`X@7PViyUqT-g>Bf^Q=BiNiaHu9`AD2C|
zttUDVjAC&S*qqjjQb$7Bi%W22{W-Yls#crX62SxOxZ8mQj%{@*Mctm=LDYL=BdKvd
z-P+ToR2q)GDf@DwCIL*n2n|4sxtlCS9EjoaOa1UwSaL92lK2KhPIDP<Nz*-LMp?>T
zyil(5b-;nf&T`Fnitw=I=ow#AVgubWrGM}@^{6Cz`!W0^PeaohwZ>Oda~W3FT3;Mk
zA84))G*<<**%$=kf>OMD5@=}9-o|@i;{t~@$Z9GH-Vl{t;r~Tdjn&A?O+_mM7|2qi
z3fPSmC50?Sxe?|@Te#O)gc7=YyD$X3d2jrSKCCVS2Wkn<qbudn_->oXSy!H53f#_u
z%V-OK?MULUl2Q6AV)Ii)pt(GtEn5y>ltVN(pGw?(u1?%o%@>Z%mrwrj#raa&N0*$l
zROC#n*0jCFr7+N(dLiR?Nr{cNA>^+N#^@1x|GLn+H6cyh1#JYeiJ91FlXepCaxsIR
zKlReVX(D{0Hm5NOT50%1B&R~nr2+Pk_?+MfNy1GNopEhWQ!?hxcmi`(MFMk%_zI_A
zbB;{HZOo$nCYIl&ank7w!k9}6@P=-B;bQZLV*u2Z1PB*J-R<!X!qJFcJZxZq^J=ok
zKoZXKwn%p?@pY}kYIhn-6qR<_h8cJ+nzJ<-4juM4g$PMoNXoA!6yCEpgI<Q5b8#{d
ziW3PS7dV1&@3=Mzh|xQmLR}%L$;&1P+lIOX%<?)J^o}GTC8hBmtRX<prXqC&7e_Si
zW_wqmQRUptPQ-b_oP)#+@|l<FGsI4ur_Z@J8Dt3{F+L5%kj7xGgvcE?L)=IFKS;_S
zKGDt}F?;OYhEh_qauLQePjenjf>Va0xH4kl8R9PpM{^!YLR!_`6AutMwVxUGCeL#F
z$6pBh(GWutkW8cd9>O+TZDq}LD7FGw*wzTYwy^JHF^!&I_AUlWLikgYmW+ZfrmpKn
zPD4#X_>(gMLf<V(LLW_4CGMvx75@GHruBiQHHdteq|ER?AF}zD<z1NI<;-MFPYzLE
z*rL8Ilr2?HKU3s;O624(Gb7(G933)XMZSS`YX&rNEA$Y=CZ=JdBHu1CgB}&~(m@&d
zewhSKM!o^FAN`Bq2uZ@p$oE<@W{!LobIIZaW)=B<n}pjI`3OQqzLN-JCMm!hd*pj3
z36K@}24v*>p@CsUzK@e|8j){6Mn0DKg~2R1Qm|F02^slt5v|UFY%XjV@R!TTH_)_Z
zpi7%e%GWNzhWG5v;K-Mo3`9mg8^}41ARPH7Cjl`d-$2)Z)a0io2)Bp21kA#bZ*~$8
zhsej>EN3YiwUE0RN4{so40^oKOZ6)9%}WM3Eb<L#40b#rvWZpXTac7LS>*e!p_J52
zMZS_GI4bh7a25F~l8`1uK4!=v&vN@Y^3f1O%p=q2zVBn3t+ujeG89{6>nD7MgG>vb
z<al!Stu=>wy`u(oeb!j7>sz;`u1^z}kOsslW?^HT=XhpN?#4?8)p<@bKsns&`pohE
zCIJ$b1XO1_N!fY8+t_C<PheLgetj~2+mL4vHRihsWgaQP8~d1VNd{#Ndf0_~_MHZb
zG3tAg@fyRvu1}78min>5F2_CF*BJMwCPk71zpk$d?&;DNQ5%*XgbnZ6Tf;+tC@GE{
z`w2K_JL2%@zbqM!IsBmw?7~{SXyUM$sFxT4;KpP)BO<^?jl15sgVDAM?t1dv$HT9l
zdZ}JTfLoJd4hsR$kKtMflg+JSz#YjE5`(}-vm4)K=p~g?LExTbKq?BbcohZiPeyAC
z0~@8n`;eE}2pk4z>>&V<eRSUq*k-G(teFbcvVDI9QMQjr`Rzzbxb8oF61~30Wlp%x
zonElXs3<E1#k}eH{0=X@Pswjw9x#0xJ$p-UTn6ZwM}BQ{{+ubl!FiZf$zb#MpZxcP
zT1K2dck-tRwG2Cd-ee!n0a+6p?g5imqouZ52|T~xh{S4%d|*LGVzq=`P_UV*Nn?5o
zn;Jg9WU8q!)k)aWDW<+uDM8DonCeocge;$8X=`FuOtF-;Kr1I(x>~4JlPy&(*y_oK
zrd`27sCi)FWI9vj_RE?Dh5QUc*1|<PH6UwYu}(T?EiBPV&8&r`I%$@*uv}ldf_^LX
zCjPC|!~9#NpTxg4`uQ+Q*22a5_58a;e}I3N>ObY*<@(!9caUDdc(pn;E^FZmotl%i
zaHUQS$XZyZlge2OSLqiq{c8Od{;k&^=HCYWCH`Hb|C#9;_5bkiq53$kU#rjN-zNP(
z{QE6^9^{Rfw8%j;YyHHN^UKxdto1AB5fih`S~1L8F-<hoVZacl_zgB{)_U4AgB~#O
z(m^?Ey`BtE&04W$<NEwN1V~sCP|jMvOUf>1EsOm(iR^0D`cpD~`>aJEYSt?9L;fF0
z3EtRet@n~a*=DVnoV89cP>fmYU&(mQSt}-IEtYzR!7gVlwy!a3eU%hR%~~<cTCpze
zEo#F@1jKvx*6^&At?r>G-h-)&`ODR;Wye{($_a;Otx3sntXV78h5o`?oMqzhtVO-V
zn6;)S!x=Ga#Wn7FPZQRA-1X#nt7is{125I9S!-5O%;B?EOk=nLv-hc4Yyad3iL+MR
z?8ZUDAibn=YSx;c3`osdEMCo8i;~gWX05nX_<2(f&ssG0Fkg{<bl>6FW~;5Nc^Rh3
z_I=2+7LksK2^60xCX{F7{B4aH6IMCv6S2jF2x3A64}jOB*~BUSfsKj@l^HYW86z(p
zlriCuWPmCrSa(3aM}UMS0cA{Bo0MI~1dIJ2iR>yStV_mkj|l{#VnTHT<bO;`@Wvh!
zj!On*iwO}K6XFJn5fj>y@tQFqB4Yweebiu=F@f!C#Dt!tNGc{o5ECL@+Go@T?;+Um
zp1n036HZBrqhf*`XRRX+$AqC|I95!EbfLen7MGhi922OQ7%}1EWH=*Y!bXj|-s^<5
zo4X#zgzAhLG$(qgUd4pVl41^z2@#Fq4m5k8iV0UGM@Wnb)|qS{VUS)@ITaJGO$MZ5
z0*hBM;l^aNwwSO{D*Ss>4#xx<dx!>PAKkYR+ibO!HE+Q***;N3TOys=iDXf~cEY0h
zzDw3(H3ekOBJ}l?UiwIkw&*~$DghQ%zyb;}B!^<i_F*ZV1?qrrVtcfwuNP0JXp0uA
zy1a>WrWoprMv<kZb$_%)i`1cliBui#4sA9M6{|yq6T9%H)G+xa>fl^HI8299b+DKZ
zT6&bJ`s#^Tnj{jBV2u{aGiZy-)q#U2c8A;X6rp*bLLI1Q&G8YAP@px^j>iqPMU`Xd
z=BQ^@)5L`8DpmchiFhh47U)H05UbCCzFHkvhXb%wpam`M4Ti$nq8fFid17}W%VKq4
zJq{$YEKx@`5E#83hX$b?OI7vZ#9&n~Q`JXsD~9Q{Tpc`;4-V7dAa(F4#hIwZ!RqMI
ziZ$_QtvY&)!D}hBLLEBRV6+acRELh!vWhG8y&CD=O1wyl?|0zQHmyWDL_CHr$!{g{
zG6^89)UQTWvygP$br&^^|1FVa`v@hgxJrKp#R3tD1v~NVs8;$b5jeU^l_D}Vv)5q?
zSIa6pSbxW)@9hX`rEeJYC@K0{8-1-l870EUqGr)ft@Le4&m~2FqK$rq-k|8YOKGM5
zkn~(q^f%h*SL&M;JzlWs?a)d;mh@aw^e@}!>-0MmJr*hoN43(=Bt4fDy=b!9>(_sy
z==p72t#r4f=aQl?vC*&6$D%Y1?d`>vH{x1p7T(DtgK|+ZwAdI{>otl&cKlLZF>p~a
zTw-IW*EcGLzFxc(q?PWa7`Uhyp0+VG=vOO-L1ohd;;4?qWLdHN$HsDq{vxyBHCt(=
zB9@_wiec`zEHkaqcPj>^)B%dYuGCRBhDN;@CF&O~ox$!+TIrvpnYg3`4B6<9(1R#V
z4%A|a1w7t7fT#Sl^1@t7Lrtaxih93g%>sH$CfoNIh%Xi!eHG1l6|IqeT-$z#nu#a&
z^~ALbW04tcVl>>PRcuge&SYwnC27Us8Bc(EV_wCPd6k{AZqYiE{V25@jbcAq6@A)d
zMO$%9#@CYn_`Ir4RoQC+1aj#0V?4_s<)5I61YjTpGnRustMYW6^v<e0Lnj4t1s+cw
zjGzf}2_|tDDtUt@-;e!oi>%6X^c{*6`LK#}#`4+$zam0f0|i(Y=#Ll#5v}4}ZoT-#
zMzCG~ok7s4Rh%bZ@y~Cz5H8feVuF?!miq~HXcgPX(A%S8Ezvv#h2@5qLEsG?fQsw!
z!%HW1BoIQUi}d|al`CLutzw6d8ZEXH5$A?!1EP!dUM9i|u3^l=6_<?RB^T}^I@PvI
z^~;!q?5I^-HkPa=UL^v$vB4VvU9LaGR9$$`r(3JIMw;L&14qag@hh*=|DecXa^07T
zYsYeP4qOi`UXs9ERtBiw(X&vWE4t)*LKW9Z*rObYuhz>^f0#HihGp=yiW|m=bBK=3
zILvNYmDlP)9BdZ!xQSMAlf=!cyjj1HF=Dd*mNDWH!k`;yQ0G?tR+I_^9^ay+Br0wl
zOHa_zF87G{h?Ld;h0gTf)t^EY<`p7>-*1zCFW6wGlP|qzRo<q5Y!PE=hl+dU(hjQ}
zsc+W{Q4du%<C}UIaSwTMKEu20-V+TbXnlvi7A3W21lCZ~DjtzGzk!I@-~0x?a?xG-
zW<}0RuT<=mwt3DZ=8Q#F<=y)2sLHB*PN#90D|n!36<1|bQT&I<c}W1;fb4bsb%w<g
zPI&*nVp|3uoP4-41t|Wi?`8^VEzsO8X;vFFg3M}|>rH(I>XmJ2Nr8&*XYi5&{f^{s
z>4%|SxekN)yFTf<Hh%R&d^dp!%KS|~&4S0m2o-l^@R|s}7*6<i{d=g&s{AmY+FiiI
zt@79OBru+yR38N_!_e^$4r*+fy^a`WnNRZn$O!+=Cktg&ewt5q$g2D-pH#@I{5+pp
znpOElJ~bh$^2>aZI1^8*!BRb&1Hrz*r4+AmAwA~WoGXr`SF^8y(Z}34R^}N??WB0v
z3NN`pH?{BpzD|fQ7~=7%GQ24MBj`5%L=T=`q^EPt4FGF=t^sWgcl;Wn@j#UMy+%rk
z<6DjNfE4|aGPO`<C0fGDJXQ&1%nhEb{4~S0GEHXwonZ0Ykzh#k*(yPM!>!3r5s*1A
z&UyPN)0~&7N7sg%6Yo+cF=rN-Q<&2o;D5`U-!_ynEy*@D%;`=U*XA7l))X$t!tLSc
zQhv7x1z30bvYhot<Gm?<Q)-p*rqm6X^`@^j-juo#o}RvDDt*xsuW0NTi_%(E;`gR#
z3eu*BwW^b*a$m2)33m&YW-SThsocH6<cl0JVO#d&SqD$=>}f9r;mL`F6<lo)e|^^c
z@al>GIf#hyn7vkYN+NZotT)KVy)|dz$v^$=L3mnMt2#B2w6r&3kQFSbTmQw3u?J7b
zy1W4*JuQ*6Qq~*fTb_Hqt2pqhgP1&aVl+-Hrzf(M6cdj;Xz+Diy`t&0+`mBi?ozGl
zj6{YqR2qaI)O`N+iiK|zVM(!8b!H-EIn^4Z`5PX1<o->bgQt@ypq`aTTfx-^@z0i=
z-gey$|2~L`%e1O34#Z^!@tuuF{{5sMePOi{3}+`Y)EI3vnWmNP@ZYu>O~lnR7V_1q
zwkC2^%6db_<RA5XdBGsadplsla}sIGP-zg}{;w;p9{B5Lz{Q*ORp-x0=u2g&Y-soU
zwLcw;4wZM(+Jo<YC{S@(zyJQ*KRiY|cy3;1K)w`+SCuvID<G16ji4?{gsS4+mH@Z-
zl^ebqf9k-W7d^DDfBlKO4=RhGM^{~%$X6}<T>@jr(SZ#QZam<xP2KD6e{knl)Co!A
zRf(MCRBO}zAu(y!1w)auUtUr7!1Qlx2bW!g5ma?uB2%^OkO_<%-@W<XwVyU0aNae)
z^M36A>Y%dwFe6mmoXA*$CBThtnZW(^YhO>e<F8X*{?WY5zTX#q&3%-#y*-h?0=+bW
z@9i<g?ay9v#K+g&{K29(TbK{4wSe)SM8-<$v<aNw%{t=ldw#Xx$Zu_UWa=YxG}VKN
z_4|peRosUYcrSamZJ#f`?|Xjd$L(*A-MCwIXySd)fwwGy_o2bw1@YNSZhPVEt>0^Z
z1pYiQ6L#8}$X8Ng*eQ{D_7{ij_i4c^PnTpI75~ouUmsNVJ?ackCNfvcPM#q3yB^Q!
zr`+6dQSggresLZcsmGJP&m^)|aJ8*FynpNoPh9iy#8VDA{l}ZDuG@W3`wWCwvH1D`
z-V>@`qEBt3*^la~m&=Ei)D!>Kn-Ey`hw_^84Qo8&C|_y#2mqc!aMPMM%)i<_|GG76
z@iHzgvqQ-8nLm1X5?4bf7_edvz|~qP)rS!_-pfm?oNY0bO9`rqHS~!`ak^C9>=var
zhQ}UnMGM7m>>zJ?0dj;}kWh~SvR}}q37r*JALACJyWIc@*+E{wtXUl(5EnM-?FGg%
zGQ@3!A)V$Ej1h8=5s?=8(8Q1@>OMj5pH^>j3DiYvQm``REjDEsqsKjlQsz_>!%$`h
z24nSrOQ7CHJg-U*GqXZ3SYRt<-+P=Kex^&Xt_C~Uq>#}%p}-c9&$hY+YxJ9XwOCNp
zCov{sIEAXd!6j7d;dZ_5wZN2Kd4Q~b%q3X#P&?R{BfuUZ&7N}!*2!x<8Rl<j9d5DD
z$o#Ln1dAqsT|NTrBWmXVxC9HXwKwyxBfzf2U7_lKxdiK3X9vScry7Gs$5@DYw)#t#
zVBy2;V5bfPJ2udamBWz|pu|G;?P9uI*W`>90jk!jZxOlk3N>vI3z*>rZ>{=Hk$V|I
z;4S$}Xc@GwSc_JDm&l{rA(>)2mN?J2RLJoDJ@s&G+7OKSp(ldmm<%+6@a5pdgU0B-
z**@CpzETXacK8JO!vnFK?W3s(k4f@D+TY(@bi<2AR-64AS;S9(h1CxV{STd#b0#U(
z52w-JoQ354_6i_8#4Zegr$zygIKi1yCnmT>XtTtX?$6-GzN&x5;3;M}Q$5=Z*H2h)
zvW^*YhI`pH3{P=e&`7b<j>5CkuU(_?^u#Eh4x27KQU1m?3eS{`Qg27$3F`NZl6;mk
z?ZUI%yJU>*1R`CRA!oTij{+p3u_mvXAhPpj$Z5`axIEb?FxBCCj@6ll^L<ktp6CAI
zRvmySb=pi2Lmi&zK5>g=&UCEO4=pr4%gPWu(|zd{&7A5O&9l*Hpgd>G5IogosOO5(
zo64Al8Lepq8qapwZqdx?j?u0gfyUF_RJUm6e8*`2GXjn0yE$&r%n6Ut7H=AEH=gi}
zXWP@-&7AQV?Yt3aJmXcl)y<sp812;&XguXDcZ+7ud5l(sVX1<i>Tf*f`Q4(KlOCfX
zBbtCV&0Gg!>9XZo_4ADCCX`||6nXkb>pY0(36`U&?8Y=n@}&8pXA;dyG)ZEbqUeB+
zB4DfY{xQbtLG)RocucNugycedIJS7P@j5x}C0s<|?pVi%6s)Sh_T=2tjcdRIFy&%J
z2xFb2s<+0V>@mt()h<k9)fq-vR8`aIWTsg@meZ7&^v7gOlM57`S@p(PkmMTWIV%Fq
zI0eu$a;Y`tf<9nTy_fM6NO@v28r)o1`2A%7!TJ1my3i6J1_!n3iF=9|9JCNAlZsDV
zR8QVBP~6oc90QkM$RZ<X@*Jb&n>D_q97|lqdhs|5f8PsB235fhdjwfSh<Jn{46xOE
z3Wi&VF?tP<Zp-?$BlZ*yxo@l{8Vq4kp!Pk*s+7Ieui-_gJ+oM~M4}s-=L2h0qtTqK
zX*8bJOQUhWjGQG=V>He*N0%Ipv#c_Y#v-fCqj9!bHb>(eWAvRNN8|oR8Kbcdqp>g}
zmja3!jpj3*qv()kBh1k__e5(nnooXyQ$!w(3egyiW#3>l+SIg0BjfUDBqMx-j$lI_
zIU0AtqoW^<Hc0zu{PmuKC630o_7u)G8b8@nEORtwq37(8#cZRo09XeFR)pIz&4|Uv
z=Xi7CRN+T9UM#*i$Ga~VR~iIQ<aiI1HIm}R9Pe^2uQMn<$nma4&4R!>Nih#kCY-<(
zD@~ejq3%RgC#jA@%~q~y#@db$y%iN#$O=_+2WoET8h=-B9IJvXeibzjb4^_^9z;ck
zC&&9DSFBVu`=aLesHx7##;WQI)PjrZoJ}oqSJ6VP_iF{9LlW|UFxtL&q2~bmg{>kj
z!!f_Mza*?)i<?-B7kQi(bEym|&>BVi36i;si#?8u?1dP$K~e4?)DmaZs6stP(LU@2
zZK*RV9<GG0SnGfqRlPUKFZ0L+jS|~m6*6GYP{d1dMzXlv*;pZo`)x(~Db9x$S2$}x
z7t~mhNKzhvB_80}#g)#md=$&oDA-4RfUR;S4U_x*+OvxE46;|Xvj(l`7k=$^r9p^_
z+Tt2#SU&34-j&1)0$2>cKiC}#2ij<4+~CRf77kzq8da+;)-&WiePzrlb-=Hcfea=G
zLMs-(wIFh_9!?8E7}eV112bmYdl|;1WbkYKCP+6v5GQq52!PuNfU2~`-^$p}&RkBl
ze(gb%5s#wwOU7m}{)rf=N?Y7LjFD>n+J};H<U*T9%Gk^npEant$`-2?I90Y-mN;9?
z4?WGprvUM|8=jrOGsA)YNO*wXsa5NZ4u92lc_C*1#UwdzNsAuap=lG|K<8i5mrGBN
zdw+rhmECwKR$DSK^XDiCkuR=5&scKG7&cN#)d+D7A*?_&Y$X!Eysb2EGcF|VhY(7e
zFw7aW)Hvwf!{C|)Z#ap~CX{#(fCk={QL9Bufrw`<G=3~hX*cvu(7H4+^(3R6@_8vT
zBW_&NmjIUBH9AcBMF6z;Q8HVP1<b9Ua4fEqmYkUT6giGoe_zs>OOI1~PX?h+P;_2$
z9|^<-p<5fPxZSUjF!4K*_&mF;Ku`!@^21T$ad1~?2b^r8`2@xJB@c}f&6oic;K_DC
znhcig93@~mPZJ961q*J%ZMei-63hJs+U^rHdn|ckl+cxG0_fKWSL}a^t?@L)EO~mA
zfaN?%D7bz*9L+;ZIP)+HPn$E8LVV7SNR!o)7e}dJg`CC|Ucsrh2GfkT<dsq4mGfNJ
zuh9S!?RGd?=4Z*Pql7cwB2s`4*#YUxsY~7%C1AC2TLTx@tfPLKt;saoF8T8)AuHrO
ztiEY+jD<I03R$o>_XF;bCDecZHcITspubBaNb!(~D>yh6;5lJ!$@`<kD-FgCz_F(r
z4VQpEaW1L*=_nB^+OT3H-Kt<Mk1|0q1pkFwKudOy60e-ry)@u%x8Nq+N1?Hs180Vy
zbDbq#F<NXs4eHkjR%D)Gv>zFhn`!LiFrNFkTT+H+%dt2Vz3bA(o)X6sD9@MDsC$b;
zXq->@rpU3rHii7q2;_Ij1_h%;Ha_G+GqQfBsVvP^$br#Ia7$*5+N|>BxKLM@98z6`
z%QKLCn3u;HciIfGlFYGav=S;~efa)%)DH;{P+)n%l3)j?CCQdljTYQ|>5)!T_+jOu
zv&;sNI2eYJYripaSC@%>zJ+b7F6>hLdnN@Y;x>GlOb&NU**jIc<oa==nug?Zt-LB5
zOFMjvX)!(>Q^<00xo?8p)kUXyjJ?yswk&3svVIRN#;dxqn7L=0O-K}D*y>f99F8BY
ztdbI3$waYCKYdNWPu+l4OBCl?(v<TVzGctgLlXQ=3!Kg^(SI4dZO_2TA*}n#t)``v
z8`^19ZyYUr4bD!7+vR!-TiJ!NV|#$DwEoOORz_iDxqRR#x~NTS(;^$r8E%oQVfH24
zN2|4b@fn>&MbhtExMU5ZCo;HPYH$>aOK>b=$lW{lTvKH-M*{Sv-%M{BOA5W$LZ>dm
z=m{dO_~s&{{y%e&fQ~+v&JwO3EqFzg7mKtEKmR<_I(EY|`t{!s-LU+*7Pj5;jD6EL
z#I~9KJqvz>=~>3DdmuyFzG29;jwu4RpGSROt~)u3Zdp=Bwhy#LqOo`YD>7P6xX%(}
zcLIyKXS9tNF2?Z2#PiLz*uB9*?%z`(Hn*H*$uVtaj0hI?z<)!S^v^pEvf!VcW8t44
zk6KJA`==8N6(zdoux+O0?CxPHkL{rp!#h8)WZ1pKGJdj$GHlM7eu3GP5zb**&-@o;
zN#AUB5Cz{nMse$fQA??^jU8IjG-3RFXo<2rh(*bDI7c%~9Yh&kI%>OVKD(D#&@2Cq
zHrZVDf+cH&t61Qx|1E*iUlkXcZ8PP;U;EP;k9^o`G)Ann#?lCPU2jRUyNf0LWz>xt
zDar8Gn2XF7*}cVb-uf@du{mqN5@j0C2zo3}KA*N{79@GnSATX8rxl56@|C$*s>>VK
zczdH6tGn}ODd@VBt`RcCGP<v7ULI)0ccXU6*J5wF_f8Mo6u(chc8iJBT+b|D2CqOu
zW?of?8d}*LUwI_=?mw#A=;d@v->>}=jQHF<wz`jQ{p-A+?K>Cue6zV`9#R;1-7IV_
zu+O=KLSFwK>!%ByX&q7yYQ<iMtb?(ZFDD*8fmBL7{Lk&f5)Vr*wj~}`qu?g-Ffcsv
zFyL2-hns-lIp7X5SNg<55*U?u_{fA3#Q-$$QY0Rd;9(tHO&t7fLoxnLxPg`;@sJ!1
ziHA!Q;RKn{MdHB;(@Z>6lG*-l0duR3#KTe?G!hTIn)1Iu=pympB+*PfkT9{~5?E#h
zyUa!6!3j?#9vJOr3(ZC1!3oVuJTTzD?0{(#4^Dta;(_5-UTU`1NIcY|?Jg1zPS953
zfpEnQ7PwEOO*}XO8i@yn`@jyDHu2yDXG=UVV(n#S>wRMBSj4<ki3cY{Gx5N97u)gD
zCLWydjKl*CAn_+VT-wBg6P%TJV8D{gZS75)cyI!=CmtB`Y&&Gy#Df!LV&dUf7M_uK
z*u)(&ZQ{WRn{Q_mq$s(<Xu1qe=@So5crx+8fM*Q@bdh*)LNpT(4El-*>L&5vgl8lk
z7;eUuMx!+&@j!voP2#~3TO}R{R-9^KyGT4Z!8s%zUL#PRFQu1UBpy;CTZxB~tA-<|
zO*}Xu+Y=9GTaYwY!K~>M5002J@i2hXGagcJ6E4p{a^)7TqzxpbPdqqDuq7TAQeav6
z9aDlGJbmK934CPY;aUrx#6j)!iHDTPw!}jQ?iwoNn5qlAl$42w^itG0vgk`DhdZY1
zoo*5jDJ9aW7~i%3g(Z#Fj4>>hGVzcSnGz2QyW$!Li`k{5OgyBQqB1o%CKF@WDt+R?
zNmi1?gLbXiDCPY0iHG#?12QvkoCVH{^0-Mnqz5O5aN=R71+U!DPM2FL6Aw=Cwp;jS
zLZ;xl;dWu{l!=El*h=fDg{+Li$SD&KX^>5e{M^D;7UA4L%EW^cwk`3%!D0UO3Dz)r
zB7>()JR}Flqw@@Xjs;ETNPte6ct{Qna~M;=I~F<_gwYd3q)a@d79sUtb%SXdQv$+H
z`ox11xIOW}*15$(=Lv@@4fK?WhZN|B<+U44&Fz*?pLj@tZ8LqV1#cS0Fn#*OLmC;<
z_CIkD0qe|zjZ!BboY0471UT`)PMCL-X(+oBSWL>qgBvl1H!ie<*uB9*QYIeU2(h{4
z3ro%jx3I93i3hjBq<>m&HVtRWf`9lHddkFuqZo(81H0!rON!k+EG1>)!G#pVI|trk
zw#4oomXR{?;6jGYIagX@OoJI?hGnHpJh+r4ee<=0DEKCQ;=xghLpHz~KapEa<JldQ
zKJnmIl;NdUEJ1cJrB6J#6=ZYO%I}(u8sVz+iHFe$l>YjjgFN_)Z=0t~JUEIPnGUer
zRdAcxGP}E2Qp&`GOG$>e&amXzy~T1;CLUbMu{rBQOVkKwvAmRthf&CrzB(Fr!_~Ew
zDb7ve!BLQ7;^9Y-U^|&fo_HYnX5xX&%!vp3rXUgz<lf|o2PbV*;-L|Y**;>|eRS(z
z=lyJ-hMTI{Tr)E9pz;Rx+yjw2<R0i92Yf=uA@`t;$d?{YyhG+5GJi5G_wXPNm@hp%
zg@T*h13uL??5ziUnoMOM3h#sw>mbHW_8}>d%0EO+FmVVVjf_Ex{6kVi`W}}ip0WU!
z)LMWkQV=Ntk%gFYm(gB9h=L62A`9URYvv)E$bh{TG`HT!LmW;{R4+jAciv6`p^H3(
zvrID+LE^+8N#?QaJ{Oq?XGE2YV7x_ln|LmA5zcs4Hi99~vO}iLMmR$n`3MI5r3Gl@
zBU)eq7x@Tha4RE0$fEQfn+eipB%C3QoCE`Iu>+>fNjL-AvJ#B>njLfL*fd!QXG}9M
z!HDy)-ks`6K9M#r;f!cxCTLKJlk9+LGZW5$R&IhJe`beFo11Wkv}Y$6bmqObhNsO=
zID;nUC*l^Ok)PPg9W-rz!Wo@26a*@MX(G$Ol|Dn^j3{#y3_0gMqxnWGO#5<#Gp3oP
zVAw$u)=iee8PUj7FyQkRppmDb!0IMXkpx|3DhOEYf4^Y`H?K%I13Kg?wh%1OuF|+J
zausQ?t!%{~M_{MTRybqZ^A+XaHx;Hi4dzXsuSkNbz9ZC!`&B&7t|Dljszj|Z^Gd6@
zNm)1xu_Z0;q?q%mC4*(s25m^6v~Y$WnYLK}1G5n%(7;alzC;>qTjFA;g>I@Z>~c~j
zF5Jj5QWwQPG~1CVi9KSth3%H|oryFu`7DmJ7uzj?d?x4SwTU#~l)u19BE$dNg16dZ
z7nCxA;YyIoVT2!Wu$*-&sqz3RU!HIlmn4hvj3rO?g!EYqHv(We&NR&Vk=Y*p5UQI*
zh8ukL4NExBlAt`&?n#%+aF*bd&3M~FSN37_l-Z25=!S7tJ~-Ss44yKfkrv#t%uN=&
zvP}A%hBLe^tHJ$WJY*_PRxt*2`m9DOc=|#zqX#T>>N5%GDH9v1(8(;uT(Qd%U=FPW
zDJgRsX{E?k%>J=yBU1<hdiwN+Grm2+!B*O8;oE({_$d<{De+AwylKJPosd4qkrLkS
zg*6Y4G?3wi^l6UtVx$}Hc8~%$%){)OI@94Sz%kds{+RfP*&Mq+SWwDbhdV*0V@|c?
z*d4=iQl>lH$+3IrAC@Sy3mYC{c_}j<qmU<Eb;M57f~GjQif`YiOnM}d<dF7YPd#qQ
zv3rW;q)dCbl4Ck*&ZA~??2ckFDKj6g#Mu3GnI*|IoZ%-HmooX`UYvB(*ACL)ru6xb
zB!ZG<K-gEC9y5(-_f`4~h<jnC!(Ovw*&UWX3F2Os-D_(eH=8!XYw7bKqm(IK_hSc<
za2?;sPnilyA}vWWggrO=3A1^2&#|nO$q?7FOvml8MA;q3qEhBVT#K^%E#pbEVI%y;
zB2%VBMki9bt=B=Ko2*C@S&n&;pF;-63>i3*=S8T^W?qEM&3TdXWnkC5<mu#j5odi=
zX5=}rX8Q<0_fcX(=lyKodAJ9i%{3!4BPy$5&x{axlFSHwr#?w)gg;@=?`3R*XnHTB
z@VCQqBfrD}GdJ=_6kO#-Vk2@RF(Ws!^eGtf1c-5!8%YMFaw8X-V4@9>ZgL~Z5Yg9T
zxb<%V{&Tejm?}4t3J|%G%BPL?3PKcQP&c^|M_4mA(n$uqz=G!18@Z7vIZ@?C=riTs
zD?#WcH{vMM%#DyZ@de2oWcRtrjW{Bz+z8{X*=6Fn$&EPTS-BC0yv`1pJ~!eBY2-#2
z@B<6b$c>x^3%JRRID%Wb5keMgpRt)BeQv}N(#VZ4;PrOE^tlm7KwEBvF+a9rE*+aL
zH{ytC=0+IN|E#Uq>2o8Fh(>ON29>zn4wybS;s|KvMi}xPJ7oIYh$EyuH^QLHpR+YQ
zeQv}NG%+`_!$LH2BR6peO`jWaMCaTHfr<}IWEr?z<VGA3Wp0EaS3GYt--w0jb0dzJ
zW^ROGFEwFZ<whJ4job(WzGVR#xe*Giu5u&J=qfitz+&YKh80}pMjQbhawFFhEYGge
zxNdSIsj;ox$QL89)8|GUvF*8$rk|P$)0_tLy2y<<qpI9U4EMWuoIOC$JXMMR7&EW5
zimTj+qYzte<Qa-N6J9iBuuR&Z4K8vcj_@OMBfXXY5@=wj&W)tTw&g}%x6n=Xg<VeS
z+=vS~MsB3>XCn>8lGr1LTU_KuQp@DCI8I*NVF~0jIaj%n)Zm;OiOJl^-amI}k6lpe
z+=v@NDmQXwGD(KfUiD!%PMsTZ6qh77@)t{<>Ip2MCDp6_buI+p^qMmlD}G^Gj!sU|
zqZvQt>QZj-+4U^p7E6NiNV_L(Zp5(#PPq}!OQ!zHK8&6^H<AwBFiyY%SH@xR)VYy#
z;Fe_`v*49wu7(FvFEr(Bds}XVBgeikCs@Vkn+%`wjgM6DbuksnPqxs>ED7kTb0dzn
zk;;=<jJe{^mH;vg3rLWXIyaI|iky&YUomZD3PJaGksEQux93LK2RB;y)H4nJUF1em
z;hRp-erc+2cY=%DNGf={7uqcerhyV#aqH-Vkg^hsk#2a-K?>Y3k48eu<)@sxs$*`1
z{ZaBO(_nUgu%Ohr5l4d!7i2o-Doc*tF)Sx_Zp4)wyNAa9+HBGY53#(|xe@pBq^n{M
z;@~R2yPrBY;w;G_H^QF!ttH3qDVCEuH{wQ)>8KU2n%1*Bip8YPjkpnG_tX8Bq!E5%
zajA17uEj|=O?l01mnjWya*-Qx7L+VE!oE7!5@z?6i`<B7VWz`Awq)5I<{~%ZT9(~w
z?XQotqY?jH<VHp(Q@ZZg4kF<?zN4QyH{vWUNp6HaSNj{Yd3MjStkk&?x3Wyf-EE1o
zJB~%A&W*SgW%t|kH_V2a{on8#i%gvx8I?%swhJ62y2_0>%W}+(ybBrJ3fYw8xe;o!
znHwQ<b8h6Fm0;Jr<mnW-5l4MgZsbj{X8Q<0_fcX(=lyKoEw~4r%{9)s5lU;=lOsf*
zBso%6nlw2=hvbVRw?j51N0$9-SaRe;959n3U!veDIT9I>9Eljok)wVGOP&fbu973k
zfK+niE)z^_0i>JcNHRop_J}6Fv;eajEx=UCkyL<4jx_(?Xs;kdK?Ze`9C3s-lOsc9
zz&k8xZoQElxrm&ok|Up>uX-N<p_}B0qf9e7LgGZhAJCl3*nMu2BaVnFIl_1y7M`2r
zh$Ehr9AU^u?2w;$aLSwN`x$kPkVbNZ0dxLnw%JIITn!7jNsc&zTgeeZ7Mm=17fV?s
z(N}#%g8_Hi0n;Z(9CfrMM;J5jPo@oAENA7cq?sIH#1=bZ`s9eCmPT@f29@}M9WZ@z
z#1YU+jxeP6&$d>lPmVZ3+LI#;dW;=3eR9MRG%-1HkA-L?M;_-6nm#$=h|b9o0u?!b
zF$^FBmy6_xBce=>Fl1mDq>II^l5{8IyBZ98zX|IqIpV0LksM(_&tHwEn+se~V0D!o
zaYk3k5dsz`Sm-X6xN<gtLvmy%!Sd`X{pBV(;;5{NZ6!wv-W-mdJ~`ruZBLGLS)eqh
z!MrY#BhIKQITFDQFCJ&F5HwF!LN{h!X%$z=5l11m<j7ws=9Ii;%3ztaK^t5oM;zft
zCP%hg0!W~NojN&^8rzl}`NTpu)faX-sgolv<QU13$lD_g#gf<~hFe@DM^ek=vp7zU
zJYxyuGdWkuk<{Rv9Er%}$fCbFw8t(eb#lawAe9`sE}105XfBc?j^dIeM|NBCR8Me`
z9C0B4r`Mdi2>ji&9G#q^N4rRlxWH%EvxFxt3CbhwbQYL$5iI8j>y#Xs{*I}?vJa!D
zPL4S0Z$meXbBYD7jKkomlOyTCEzA7Yf>)Ng8XicK9C3uVB}X`NEPgk^Dn{RA_|(af
z6!3Ks70R!)(8(+b=&6$<DbUF*#$55WC4daW0urR8PL8CLA}6Hd-!pAw3PJaGksNWv
zw<kx~2aj3!)H4nJT_i_R;hRp__kT?F?M`r!97zRl_rlqh1k*qXtw^05Nh?OW;VlO#
za0B1lPn{fb6fitz!K=owKi2-kG??8VEGTty#FZe^F+Z~8*d4=iQYS}T$+3HA&iiJQ
zMtF$jrB05xmnU7d!$BNe#kcoUCr6wmIV4BeQ=eLL?4Dvdsgoma<d}{Md|+D7?kE<M
zIyvG-jNMN^w<L}56N^io9C0m9x~b|zvt6b%xXDFw#92_X<Ouuf7E74jS1ytxu7#Nn
z%loI<FuTKCBu8A!vU}}pOPpy(BmTKaj*L#Gblpb|BH=o|rJp)E;w&vma)dp1{70rW
z?Ve*<sgomaWton9-V$YZ9E(bw9C0hk?zg2Mn++S`Hx`*XIWj7d(rtG*NOYAPahBzn
z92tY_aqfMx3novFP@B!<2$`FcBVQq9g5(H!Iz@8CQ6H5Y5x5zj?IQr)M~MlY_p^OZ
z;zo2f*ElCfD6L^nju3s;(iZ&(+4LLI*Wqch!$hbv9E^seQEk~ZW5oN^)+cZr1Y!Nx
zDCLT_P-jmptS!6N%NLY;ePWTc>Hn4_;hr{a*>#ej)JD**PeutC5YPh=*GrNOHj)l~
zu_S5h?2C11%WjY)gEo?gew-v}5645=vKuAEcWe|J^)pNg`lR`?n<ULs292OSSc}@6
zwRDqylSvNZo5z%*$>I|t<~?qxGDD~SGU^LNTTgGeTU&P9n1I})!(!IIvEdKa&<4m|
z`d1P;8V<H<%kCcg!WdAjC$bRjagjF){zQE~4gx+JmICg90JYB|wk3!#oD<cLMLi4~
z3x_vp%kGoSeUNCGE60mHY6f(Q>z5d`aW>BVlKM|3HSNJTK{igG{<tKMhdVp9W#1pe
zSib)#XaM%>?=yvT#}6giJR8BFo`+JiAOft|rY(Cw(qt{&te4=(VWL-chzG}r7GhN9
zJ567MQm&An%hi_clzdxlBwO^2iljT(g>Lz%B)P{RF`&-Yx1;JXKn>ulaoV!S#)ub*
zM%jI<{s142h2t%K=)6yi5g!_dxf7tB=jy*gRjvR{KNCGEWzG6j;n;c$`4lYY>7Rn7
zS;V_~+ajG%@98n@kF2HJ^!Z@Rr6W*WTlRwNbSDrNbviI_*ZoY=*DWpkQz`B|BC&VL
zi}Vgu>Aw5m-<g3xcVAaH8VLpB(O?9h4~=xk!|mbd($1dl_QJmISfsr>+**iQeAH+9
zvYgz{G;PXKbdTw)CeNP+WHIFi=staQ!Fhl~>BbC{)=WKvdXSj1V=PK*RcZV&sN95q
z+NMZPEYK1}ToC@xHLb6qI}+E#@~B5Y2*u5U%gg&cWBB7m)dqDr)vqkaSDS@)3>5JY
zvjF{Rl3~D+p-wV<+hp*tHMG@A%t?-15QFq+F+N}Xg2^bFAP@8U`)KO&lRdc(+R5A^
z*bXPvvapd#O4gI`ttWiLIn>kF9oLqh?wNY=w?LI4s6Mv2I}~o^&$k9*@zzL>w)_mw
z1ilrMff-;Lw7?*vA1^gq_mQb|u9!R!g7>;(fw*>1;k3)(kF0~&>Br)D*1^sCLpuGg
z*YCh@fr!Kgf}QZWR$C?lM^_s~bwlnx@CYIV$Km=pC@GHKj-XasV{)LVIR0YeI6{BO
z;ArU#c5l*FlqwD`Dvk+XSTc^%-!(Ww-SKFrR(p`*;G*JKW#c$TpN0}^6^d`}4QsW2
zgM*5Zjq=XoX$Fg+=A$*o>T3<Y)<`?LTkRUf$3>(41{*kz)6X$D+M~hV4z2cEii3+r
z`)wS@>kk<mojn8Ls8)M~;^3mu{x7Ze2lRIhj@~E+nO1w8;^3muejCRL`ZScd{k?tN
zA#j8Y4k{{+K^sR<Uu$s0dV?WYETTBLs5tJlakS`X7#w}Qh_za6kK*8>;`p77Bcy-d
z;22cq?E^~<x|b{~p1iNDwzukUf(Ie3M|EFq#bzJ%J+Z`~64Zy`im+aQssbWahCP`S
zGKvw6*}4oiaJ1<w4Gz_WGZlww0&`q%<7n6WP|6jiGADaTx_F9c<OFkYhklzu!(H!M
z5A`nbwv8mB{}d&>mx~zTeIL8YLo7{hGOC8Yb{AE*Cqz|Q;;2erenT)Ip~>aNI(njU
zE0n+PQfQkD>?)MY5(_;F2ejh@fk;n;;`i7?CR218n{n{>aibW2GkGqF20QV6yKa1)
zx;s8{RynY+6eifOCMOqxe9F0)$@W{aKu#X~@Wp;h7toARAaHsU4aR$-g@}!d7rR7W
zytqHu*%uCQpxAHuUI^Iy4ZsoX4PA|0rG9^?zYCK~>2CP+5o|nA4gdMXI|6#GoR*fo
z)8PKh;vN@R-^;V!hCra7cRZT+W7ys}pHHSt1?%qDihz~vBl}z?D7K50Cy4A*QM_Dm
zd1X+H<C&<WIMN;H?Zglds9Dl;7B@ii*5NnXN81Ao8f|5(m>xK~IbLnn5U3E^%qBQA
z9?){?_R1?ndE%f}x3~W5z3KWyo46T;ak7wEU!AFGb^DB^2^H5aR|uh4>n3DDrAk@i
zskE)RB(QD`9uD%%2BZ+hwB-$TevFm7SVh`;i9+}N0Rks8f>t*rgAY{Vz>(eIfk3dc
zvnNE|VW|`WM`c#&8JH;Z#h;)|=3#W|P!kBWclQNCgM%ey30w_IGrv5UxDBu#ADB({
zb*|afGgKd#5Mmzyq0a<x>XX^-4yRhRC+x?nYW*5pXqCrMO3<!&2&W3#gf}o4GM7xJ
z??C2@%W<xidA2(dCB>~_Q%Vz@fv2kOutb<5wI=Zy^v~Qyuxrv=u%sk#XrL=N7>Gqq
z3Zwgzt{LJpLY~YP<^E6J)4UBZQnrt_Ub43CBZp=4)=R`kI=Iz;zCM^KwE4t^?kDoa
z7PQ)bJE_+k9OlSgfOt*?IXRN)?ixv_PU~(oX~lWqfXC>x&VS$DiNNLw-Gv1E>M*8!
zQ35ynA08$}o^ob_Lu#YWIAy2sKR%4w=6&h<r6!{wM{CR2)BYER@eOk+c~puM>`i9X
zyhTts+ece3Sw{DfId!gBWZGMu{V(O<YStQqi&lPEb%n@z!z;8&lW>{0>IRWZGBUWA
zulgy!ZGop1D@|4f*kE&!-)iSN?tjlg5wU+3HUuncu%}Hr5_89@?}%Jhm<~>&F2Cwt
zkxT7S0)O+31k%uAnKvZJ6janEU4hN2J47yxv%T5itKM@bCczKXv?g3Pz!_txRopa|
z%I(V#^Z?YV>FSyzoyE+7g-%-%&<H}TC)ht>18dZw%dT4J4y>#y7VZp(@bTtunvmnc
zNOw4jz241oevbCx^s%R#E_)z~{qndeY7#vOx$0VxOCx#G&6uZGJtnvlp)V1w?kmR@
zPutSyej9v&fQ-_qyVik)W&mG3Mrc{9i?de&hkk#J?m@rzs4|&TJK>+C5^5J_BPd)7
z5()}FF(1cP2lq`3`sIl#*gGSd=r5_F%PyNudN)(!O9L8pKCu(}$k324{(yOIb?cnb
z!PEUf*cumHz5aE8Z7#>v<Rl+ZIhN2ys}UcfKdf$_Ix6T=(!4j?(;I9L#>3K~aAPn=
zm+J_^eAQSZ#*<Mt?kRLvPk(p>^sN|_tGh-CO$JHOnoVP>I~ON6t9wU>SyBPaVCO(^
zb1V=(u`ftxV5;@^lh0z`01jWw?uhmb1gPN#9G{G?uCAaF;eC9p&?ZnETwPN^LwmxV
zWa#A;)F=7T!PN&<lw*HpG~9x_M@AS$za1D?g!;)4fUBz2gS9UL&YB>{ABsUneGj9F
zWaz%1VjBn?j#1ka<r^jnORdvmhFe1fMQZ;zp*3zqU?}h$GcG?zX!YAMV|tFuo{D{p
zmii_L@Eos-zWOdI22?RGUl6M&=%HyaUQ%ioZp^j_>WFZD8bC_5NLO!XfS$~gCsd!J
zksi{6=3&Nb`{sCuHJ4%BH0cJUXaX>BV=$Jd>l@;tVTa1t$IlaD*prY4EFp)JkY%C>
z{oK>HCqk%?vuO|mNQShFIF|4=Z#Q)r>PnuY#=Zn+H%`I)SKv8gTp5nfr@lb(Z9b9F
zPQIYyo-M8vGJQwhk&d~Tx<Ct{$uSId-Zz4hbA))ygcDuV9))?)H^P*DuFf?y6fqm*
zCEpMdGnv?CL2kA|Uh$0~rKW#Ngq7-^EV9sJ+>D(B@5mEIAzh=+7PSelkgt!Jm;>i~
zsXt(PrH<gGk)`vl?xO)N_p^QbW8X{O#mzz9Qibj#))N+kvB0xF$G;DqwzW{Vo?x8b
zn5xh%*%5=h1|tP`lyMnrU3MWX9s(foXFz+JXwLvGU{Jcs{zj<OjYJhDF3&NH%IAZg
zy+l5r57L1Q@g)MgXPQenWu&?pC!sfCh^s6Kdy7AlnG0PRLyn@?h+DQ=anE+ktp?71
zc?N<AqMbP5WF-!83xl)EpasEa`U+x^YY3&v_Y!du^eJ}>b{L&CiGNv8?Y34`yGNnn
zx_B?sHauKa!<M*5DaD-zI)@eKTTrA>Lfh)y;xU$N;2RbmxlO269*5Im&!MjH<UrqV
zZ=;E7te=80Mp0VxtQQk#)FRm9(GQxpk8p*{m*J|L<1T_mbG<m*6eF)A_ZBx`&hf}4
zK+=xTGU$|W&wwv#es5v24DNe#L@fcgyHmA_re0(?apoGsc}=jL6!wTxSX7QGsjYcl
zWStgyPv@{k0WI4{`(7G_***$tx~~qyQs?ST{d~sc;$-O+aL)E@6?!S!#XDp)-XSOP
z4h1>hxxm<IfF#Y|1>OSU^)JF)P3pjFo+2@xy2HK77L`&Jhp5^dFite1VZNIc_QNMt
zBX0+`G`5uZ{d`)RA=XWRW4}xHf|Q_#{;PtDO+k;4pk4bx(5d1KI@Q{lMi8Be_r=0U
zaH-bFGw}?;w+uYji+R*xio|p}+u4-{tQ=siJr)*SQseXq|I-C_N;`c4#WTc(6QMrs
z+BS#4Ptta$@znYqv52}-hL?zyVlV#hC`NXbitV4DpcAXeim|PW#4|LKUQVM0Opwer
zO3Y9aF_>!3qWSJ`sU^sX?g@Z+n#gJf+dtE?snDxUGFZhi0FXC!Ja>vIJdx8;rO5wb
z@6F@uEUN$UdG1Zqq$zFELR+9MX-mt}(kAI%O1h>cw6vugi@^0JxoI!W#?8_euq+CQ
zB7(@GD1z*Zh{z`TalsF}C?X&#xS<HBAhL+E_<f%<bLQFay-E9d{r>so)joHgnX}EA
znKR2XXXc}V6x$8S<6M#yG<0csC~>p19~q)jiZ^tJm{pOO28aw2-5TjC9taRmQ?9k-
zwDgg<+8NDD&;(~V98!=27*M}Bbd1%-7Se^mUsw=d_d2Uw^mY&WqJrqm-YD-fmk7zA
zvo=N7g~o!ENDwBJx8-5Bvaii4iOO7bi!-c_-UF<tEhU|8QLMNP8TF=$XQiCGBdAF^
zom!9(v@(ajfo0QeSOw3e+Opj}JViFjAF-cROSh;6`ww>MzCk5!%+Em&8a7xWb~%|=
ztdkGZr<M&pG4<R!J6}YMFSj%tu8DdtL*k+Q{6T|jB9r))OM+{oA@S>iBx04Mm~QR<
zJ{>{%UnEQT_xyC{m^ClmmX&jcONDI&HDe*QUy>Kl<1{6t;^lOnb*WQ1s?q0=h}Sts
zd=YO+CrKUu)cjnmBRJ7=CXAI#tI;Q7`743F`M-B*&0<=ZOvMzgB}R0d4kA`pgOD2Q
zWUy-~aYTMuj0-tSa+@oOL0(aSxxr@Euez*9uO=<r<kTDiNs`XRG+A4lUk=xmo9H-m
z#<@zliH5*8I<s$bi5*u!E|(e+ay~`Wv{sT1otm3S=a)u~$Yog`bY(Hvrxai>=*-+1
z?_s`%RMAra-F3rf#V+*{AUFKPCkhY{r+Y>}+lx+4?1}RVpnF`_IR`)XQdmem;pYob
zuny{spFF^$0di1JTwVZQ+|jxHF7=|*r<2501<<{o;!NUPm&6FCh05R-CK21J=HxQ`
zF%y&QhY6PlKn~G@C1C>pQzQYHf7(G-RqdnV7^Ad58IKq9ld7HBy%igSwxxPHQ?1z^
ztY0{rEHyN*&k~K73#p_zjg3Fqo}EBvm0U?Aq)m|XeBzA)B>b-O&%5~b*dp1T$@OJa
za%tX<Xs&_7T+bOd!KV;4`c~*RajjGL0+v9N4msQ>MwaBY*6dwRbevOy#P*|F_H}3O
zD=x9gOf24zGBqOP+)vb4HM+#7IG-bO(+d!&orOs)_TX*Fq?)&8nz!+cwq&B8)>tRq
zqY}&WXG}Z!bIz6%zNhwS{LKYK(F8a%=LQ5wI_Fbn()lH@=Owcc|7(Rn$uN3b0Rb#N
z%TO{&lmPs<shqdxXD{amF!!Z|t!E$x`<w#Y1)Z6n?PY!zwf&0=Fz3$!W(&p-yv!N<
zi-njQbov15eB?48;e4Kq?{)c^&+oz>_Eb|E)yG(l6$eW8#b_{{Zx>BxEgPWExnxGy
zvKgzSe)X~ZWaf2sc4=u~b)K*!uv6kA3{{fn<ZbR455p|<G<Y}R%*Afw&Rjb-gk^j5
zZm!04WFaxRXu#Kz*(t?Ck;Rj3rnwVibD3nOiM<BpwF>>_%KBlh_XfDKq72vZdzfqd
z5R*k&GR3a|9%~v==I&up+FiZ>Pk=3V6-N0NQ1!h$KkwNn)9y_1C9X^Rkb``gg^^%h
z-`cahHq14Z>#KftJOW3zPKR(L9?j3wd*a6LTrxC!!DNm-VN~MR`Dx5%FzUv~9xVA*
zQ=B8nF3vB_TeoZHp^JfA09ucoYMM0+te*B-a@=oeb1}u)K;wgD`3cw27Os{|Yr40s
z$447vAMulgsIxJ=PdZNC#?QSWi|U`AC7iK`NUnL2SHygS49bVa5-rlSh-EQz!-R9S
z%beSpTfwI|gD?t8HYf6Di&m~hQEBXq?r7nD{%<Z_9wi>=JcfaC@|y*y%>lLG=#KU-
zB%FDNik7e}xd~M>xv>b{Xtktr*f&~yBeVuE;oNVza;tFI0v_n>P4m*{@>d})@C-g+
z(B{*0?~VcSpNCC6X1K$4-|)YVOwS9<KYjqGzvt7)E7g|iply`RJk(7%7ZFu=K&Q8I
zALw9bHWon(<chZ0@NkZsg{G{Rbf}yY&YwVAH#c4>JkVK6X5=3QsM6wXU}KjiH+>q&
zjiU~FinEKft_J6~2(wXx*yyIxJt?Y<v`h}UJ^?~TleE5!J)LLbnY=A;?I!b5oCTML
z#Rfd#{MF?~%}Ti4zlXVPn4?X2!bu-yv&Ze2xlVC@PGj5A1yn}kbnlKPTG&E&9RJxR
z={)7K<3&yW`eN8k+>`9|!sepsHh0X9*EFwm90)ES_)_VP7T&$G(C%<vupl(JTFBe(
z%?7(e&6XkGmoXe$i5)|UKMm4bA!1gU>T04`Hx@mzYv5|xzA?37Ns7NtB%E6GnZr*-
z!yeveGt1VP-W__l+oD#;t|)x&qtA5}W%RjbNEwAoX=+eWwijAsMcE_#q>phGoOp=a
zPwFLE*(IeM0}xi3-i;WktoS`wwCn1SFs*{>&rcDbHIbE4GF@R0-Mr;Kz)Wy9a+$tN
z4qx$Pgua_KEMFFhUqu;xP^l>U3X1f&<x4j#Te3zSynO876|)>w@0f_?<H?lF(Qo*0
zvwqbn>sPhH5J#<x&c<9qITyf+CWwgRTucs->}kMD-u2EdAzSSstJm1?vuI|GeT<Xq
z?NG}nmb(JXL<|OS>_qqn3lA5S=5$+gZyP>qFM}^KCOB&OB=R^ha@WoYrZ*Tb1a%C_
zSzBi%CN~Gr%k1bvJGaCR^vF;<)0ZfejF;8fep1?#*CXF@e4a?d+fXf^JklfJTq~de
zK+{G>`i^xa95S32UD|h&*z|y`*k!Y^vnSogRc`}6f~e&Od*z)Q0uU7*I8*Yi$sCPV
z+uqx5vaLxS;vrR63sPYqA=e!s*U;6Sg)gh7bEt<-?JUsoqzZw%0|Yon-D>&N{ajVe
z2da(-7Jp8A&BfZ-o@&o_2-@@!*HE{F?Hq{DXkpay8OEKagkrnM-9`&oW1!1yJUG{m
zBvY4|ggN_=vPr0MrBtzHj{|T+jSO*oA~6*X?_Bs`wF#^^+5}#anB-9==H5mVXhsa0
z<Z{%)1vK@nJaR_G33ISd@f?hqj-0a}Ep9A30We1{81Z9ppv<vj%8|3j&{x=Hw<E_#
z9zODSoK}`x;`|fC;Un4oDstxQ@y6lxfObqU8fJrV3S1oyIz&wI*}O;2WeG-Us!OSf
z6{3pi)@Lm}tY6SN^pPuRYy}$<@##(klBH;3?mS5pG9(cw(5IdwR~4pUztB*AoJwFD
z68hZVBiT<WzYyj-3lliTB`_@2ptM`fy^wB5nSN3^;Sg*T-9)kAvH_oKWa>~D-N_FR
zy&rIU4}lscKe5+>dC)BFL7n^)_Uhp6%#)woi(o*Em^9D_uCmhKBrCED9aXaw<yrdM
zWEJ^<(4LnO&Lrrg^z|gQ5s%MM)Pj!~6l=R_KL<7xV?(~2ZasG{$aa7ceQIaQ|K#QA
z-K2~TgTBUp*;03Qf`?vwF8xcg?l$B%>3kbXDRuNZ-|jGMp}ph8%PF0Q?3~Hj;jJ*G
zuO#cf#=OoTUZuOwtBXDi5F01w@=7|7W09}4g30erPP)24{WB#0Q$$@CjG?Yq>35TQ
zR(&7paAwXI>bl2D!X*e9*mt)x&`w^RoPkR$3zRfdpRgyWn+&{dsY?dvOGfEIyI;Wg
zKGCKt({T%=GC34fqp1;>zMPzQDc7h8n1Gf}+wDActp-2V*rUXci(K<dI{!lqYj;0S
zU2WjO1wZX@f1Z-g4@hrwb~_vGjgpPe6ANE99-(X;zWdo|&q_Al3S?uf!$(|{F5Z16
z_^5%E)jmZA%h`;Fu_wbH#T<&P@bF$3U>YW<Qc~%VGJ2L$hAYaZB7I018SYZDLKU1A
zaHFLW1N+b(RBxSN3;57x8}ufzKa)7qfMyX3c+WDTUPf^a!pf&ccIJWvde&n6X0sk&
zLiU(Fg4pkHX;E;X9<$j7pF`g|9G~g@!X<5473(PrdI29<k}m0tgUpE|S#P}6l_nIb
z^kQgpNEtm#NvCkG!*fU(C6*Fv?DEI6l<++6vby--EBlE>*osQn=$3=NvQl7|12=IF
z0I9$}i9Vu1ykw<h&`bW%0y&=pC<?~s9-D2@8;ervQX=$v06O3on{Ck3t5JZ}ob47S
zDsJl$>nm5qnm*E^MEb%;6_)1UFgkBfR;3#t-;gqTmQuzm%1BQY98u5-RtD4L0ej<8
zj|VI<D9QsC*LHY)Uuhrp<KXX1T8sygbY>&u`o6N9l-PgY*Dx#cdSz~x`?xvuIsmU%
zFz_{x^;it#Ci0FY&)hgiMR~iD$lm2ptY8wdvv3I>w?jKnauI&6Akz;IS1=(3JJ(t!
z*29&Wn)Ps{qFCv)WV(BDojVtDGg~n{VLXQ--JK!FTm#>Ta33pZBU;pc$jY$PrY^m5
zz{O5ANPWq1c%_K^Z;8V+I-*0Lyf&p?t$5!lz-_+8Zp<EqBNi}>7N*O))^4N?D3)#G
zX&4_|20@PEQx|mQ<A$P7VW=o0tyGlN;90<dmvq6RqTfg?)2_NpfkrO7zeMe(-|Ngf
z)eZIWyQrok_KpVFs4oG8Y*g{CyV(Xb_Gp(~_<B%5Ih~M0o2%kocA2c-RTmQy^3;2f
zsIhsYM?YM3iR2!3(TyhQUC6e6uf@9NGRZyUlFLfmeOFvdMm!^;TyUw$mM%pd5*J*u
zH{yazbxT}u??zZ$aJl7@|LygNbp3Dd04=xkWk(aLNN54XprULIo__yZZlHl<5{Ni0
zW_Dr)#d_X$t#mzadl5!u7tdS$YCUiDYktq$ET+h4*|8qCr>p=6;!k~g9*^6+bo6%f
z2P`S)G!O*6Jf61k^uivtH2EG)nqWDdvxs<J58DF7y`Hs1+t59a=&I6JP;}y1y8&VA
zS$h)Fr&1}C`I$;!6v*pYD}q>;M%SbECCbo+AW4eP<53$&0^?w^&@+w{GR_qwe_l`8
zI9j^=PIF0p)k7-UgEpQNN%fFR>N*dpXwTVvq_kxFf`-<WL*yJ5FWzG|lAs<)I+~0b
zMOshU3sIP*RK6JOQNfl{O{?HwMHw|n9ma4P;ZiEKin1&}DWal`P(S_v5Xn>a9W0gR
z_mmX@V?1R40|E{$uO`$Qsvm|}oQG@yYE&(pV~AP>Q?s72RFz99p@3(s&<}aU60UQb
zOW8PF#(2aUGJ5X!2g1_1GgvX6ur8LV@YSmX(;0>QV4*Lc2ds;Z$=JtSR36?N)ELiK
z52|5(jUV5~KgQ$LC9;+sOMmN<80(Qf#?#e{P0ea7*50+&xE)B|V?12F*mQ;#+lv;L
z1PS2FLyTvuONVLbjNI<hp<-}MZt{7w8alcm(q{yn71I`do~+cWU|jQivKo3p4_4|G
z9r|2hG-ZnV8rb$Y4_2WR^jxJG{AC_WM48Fu_gfWmG5)H5^iafC4|g2l4kJo$VdFw(
zWk?x?OR234DI?QTO3k>U>}0f{3QlXF&w%VtdR{AfC<2G>;`~WPxcS&jBBLeid6{=Z
z18p%%I$x&J&gVxuFb1yw==;PVpZ};ZDC{>%RUyW2REUK9MYFW815RtSS0&%}j+tx8
zaDER@hk~BRXHg0PZ&519WGMm1c#H0qIHWr*&Z>1jNmwuzC!dd~@b>$Ldh}q3Ul&6h
zW+>7#)X>!i|7jp6E+Nebc+ex%1vjQ@$T5QAd<BTECn$GZlxi3UJwaVc;@x$EONxSq
zp3ei6;tjo^2dIx;)<}0(faKRHZ(2_A`{cDZf-`i3exEK~(4=DrK5%K?OgT1qL4Qvd
zPut>|>#d^h@Sp|#JY6(qXY$eOA`?%Yg&6-%mjW?n0(sj=(s|ycPNFgOyndbiVWGD@
z9lpVrd(9%BKW79B`2R&v5&Z}KI9&pfAAz&73I8dV=G~I{eBPUeuI?bqH%hkbl4q3H
zroqvRs;EOhAx6tBuEX^x##__H<$A=ZXS%3dmtwp$UDOyAXhEKIsgVYt&`94*Lrokh
z(Q0wt=dewp0EgQwH83F%^vDblh?B`V$)(BiSU=3CK|IC})6ljb<cWrJttI68U+%NT
z(g^uq28j^9^D+@R8CbD?mj=yz$!E^{Zx*$Pvu4QO(vQWgjv*|~%KBMmS>8xLOGCl+
zh$MXHa+mdJ@vnT`B@*(l3{fEh&I_(6F@BW>PaGnd_lRR{w&VOM18B^wk<fI$lTNfB
zrAXP_l-ZJ{4O*<QbG(Sr{*%J5nKsZGwC{M)qWvZfn#W&~C4I|_8SO7=Fs+{?<4rxz
zlf!5~NfESLpR~%YsmY5L?H_5-+%@(-#i(C(QDgif4W`E*@;Soc?w=bo+Hs^mWDt=J
z!RX_CxQ;OdkzSC7K!o?>21^AEJ=*(GGVJks<P2X#s8Wfdy&es!-`nwF7cbu1(O`PL
z9Fy21<yDsTa!g@`A;!zmkYRsB!gr1g5)tplZ7z|JccYgI5pXUdDx7s)ZgF0X1~Jl`
z@#z4KXm3VCK|3LG4u*WpuZ9>eMjs*zy^Ih&LdSS78bs@L$V^YOOrhy$uf-r9^SsOQ
z1m4@|sY2e022I=yncFK~Zj2T3QVgImvja|)41!stccNe!w?h6>vx%_u5Zqveyb=Rw
zbPT<7q021B8_{6-yb#fWKW_O+la2I23}dea^5Bz1Sf_R?cl?o_hX&c_ad?D9#mDC;
zk3)l0w9j9b_n57xV_3NhzS%P1ae&TUjGy7actHcqX~fA^3*0NQDq?&K2gWIGsKo3q
z39#oeQ;a|1z}Ul!P_&v%`Sa=y`iy5^(2LM;EY^Eam!j5d#?K3_DAIRuKpe>3gthlG
zKNGGi==dT%1`Q|i6r{;u`Nyq3Xk;GmDJW7}55ani34b7L83}s`8k9KCz${#WK4*z|
zhTk!MfreZ@f52b*$w9D4e?Sq8yln!0fF#t!wABf%!|9ec#fkI+43R3*`%l*so`WQu
zD_w?Mrf#L267BgXTw^@`e(TaBQdka(^!O7h@t%GYn?w_Fo_<1uRM{^NKdk^`f)dW<
zmXo%2Y=dIF`@B5+<<%G9Iiy)~=i?de(I-s#WM01~AL%&Z97ojL@jzZrJ|Pz4!G~3N
zP4h<3)D45zd}2KKgj&#Z&ysnC$jqe<F2-|DD1<%ss68CkV)aC8ed0kE@Ygdmiucp=
zn9786iOYkUfba--=?#zv`R)_dg!7@F4Nujflt|w^QA*e+4~ovWXq&{29IG*2kjm$i
zHy}28QR;~R8(xq4GW+7;086@r#I#A;xMTP1BySCzX(tkpHSyy$%8s2v+vasy(uN*#
z@XVnn;k`U*1oU1WGt*%6#+!NUz6N%nqs3NybePB=9cTr6NEwAoX&_lqHX02KXO8oe
zzCKiNV%ULBZ=*1&VUIT?2VCb66XTr{<1}aW*e^mu%1G)`G7kOpmFu6#18|WWNQSg$
z94$Flls%5J3i)!7)Y_5bY#5y=M-G}Qh$9EVfD)}^H_!?hJ96CE?s4QGX!_XHA4d*c
zIw}sMrhc0Z!S8}y;x>?{74zcVH=^m8CH1vgq3PTU%C6H!5194KX(NISyJ`>z=Uc?)
zdn~$j)!51$`r)b(!GRq#h`2NI6w9GM4jNH3$t~j%l64Ew)C%v9TShd^tU4bVc7AAS
ziZ4U)&KMDd*#(1z-Fury*y3F<qG=jo+bvBIwjYic5tP~8f-A%$M42muLqXTw;zX_$
z#k*TXaA7A4*2!UQq7%)fUrrWLl*zS%i}8G-?2*4et`!l4*`b0({(VT~emGP_Q6@JE
z7I^`xv{&T*xlu%r7Uu~v9L}Ydx?<-EvV813LA{|WB?*R<(X*5qR7Ke`qz@@0V_8aS
ztl+dLd+gqo4EMUx9nn^qR${~|b0^(EUmMsSm-cw<F~RlM9<PeXy8dW;KBP%hfPViB
zatuLOWZG@_2TRl$1=6lX9)g5^S>z}_Y?6tEv%C|+k7ePlN&W~Wk#zcDlA~C#O(yEj
zO)iW6*yKo}WRwpgX+I#MTIu~U$}vQ<imH^exl4$Op)1}hM^R?8%;Mf=DMPcxo8=gy
zM%+QC2F2}%U5+BnhMB9y$B8so3x|TPVg4uAjp7Y+6dSh8td>XI959=HS>{O6WSY4w
zC+7S)=#OcRqRh6Lg+7BQbJf$jNjm+o&5@+ZIJ3~d3<%vn;~Yg>tTP!Ar?y*kf_1X!
z`9-}deJ@FV`~{p&qj)Ww)wmA3sMoJrgKa^L8&hjGq_FJ_C+DP_+HmAWYvXa<IZQlj
zaBo-+mlNQI@Wu_;U^Oq*08eIp9VceG4Rca_qbM9Ll=BuO9+qmP;~sbrt<_$252_^h
zFJ#F*{R=5^NEtm#39_Q>ZKMw=BjaC6wHZ?}q%EKoT5`MpRxkRIbFjG#ZudlK8NR`g
z+x-H7(#E<dxBJbUR)pI<dwZ>0h23#U=War}7u*~UIz+^}+Y{%4?)Ktc_O_*jW&1*o
z_Spt;u_uO34FpJhkE8%@As72>gZ-9I(mU-ga$)ECY=ik2&!{)MsN_~p6D3u87>Euj
z(@!dgP^a%Z-$l>H=;WHH*%%#}ApQQfIZ$l_o$}26{-dXR`h9}ycfVhRNBsqmEAb>a
z^>YMJh&09m<SFxaOWt`NOx&?R0tx*a3*_a<qXJ^)oUk1k`YmV3jtbsIA@y%mke3;c
z4~UQRh|8>B<AeO<X{7Kf<zUJVTR8n1DHI}~<<pg%&sg#U7&GMM!J`Mx!mE}?|3(jm
z$eS!2y;C$KS?JF=A}<pjQE-*Ii<oegawzDIC|=`w)sGQHUWPojV5Lnu&E|?3_HS&F
zp9zgJ_$;kY6BAFa`ZdbP%Y(-ooRPnUGSZ*%Mt&wV^5BddgQnumNIyp&dAZ0Kgp8MS
zk7cBLaI(oB_j(d$NEtm#$)Hx0{SE0u%E*kDlAbF#ZAMDpE=Ue+3wv_CnQ7Jf$*yBK
zD7vMyJ(X^5&UAO%qqb5#=`H9+%D(0dec=q+OC~h5-)Y(P;t7f&3t!tx#2e{yAo{<d
zr*2L>-G+IBLvCd2Hl}dU4zAOg!<UlMz{UAKSlT6Hhq`?IphPvj3U1nbujX`o>CmC!
zKf#ePTWir(&d6oh6ET-*&EzsTSc(LO@2WF?pVFawe*%8YLxDbiROvp{vuY-oVMpWH
zRdmK)@5QF;?HQY=&NJ+=%_!I`ijHqC8+w67YbhH^Ibbx-%EVNvx5GUd&YYvynr`dP
zK;l8i4DC1*+wh@#4Yh}k*^_&2v1&VL6OCR`To`7CB|&-O(?jh{Nn`$n&)N%DZ|sQ2
zsXDXhR2`hZN560d#u<FeQyZ40^gYuL>_W|c2}MJ-nUCY+i=(-@@q=DNx-jPm?PiYF
ziNrIlWN-w)CIS{=Bg%j!<FhU3pg@lHKh&nw#$2`!m#%D1xAkT=?(E8RbJdKhSz2nT
zl(&Gst(0`Y5!Vks@F-lFz2iI~@S2wZ9k;{;cxZPO>P|~{XKE`Nd0R#`;~-DRai;lZ
zEOoOnx#?}s<g(4?c&1cqTW7i_+p(pwwV@Uh4DyJ_8E>5(nGQ@y8dS+-d|PZQnn+6|
zkyAlrmQy^HOeB?;KxO&J!F@QRW&GO}`=(C7l&Ln`o$72lg|3(GYh2abpr*ph#BuTf
z6$7(sdl7_+fmyY@w+Ko_0j*lzT?DCB%d-L%D0y5;9VmI&t<088uCa{{3Q0kcbc=JQ
zr9q820XpmlI&6GPc1yMg0#*Zc(N`RQeaXif6%tjhK}`qZfA!y)?fpZ?u3NPb=x52_
znFnN2xN!4uIu&d~&s=1?31>^rL}X(N=FVTI^90MX$L{^vAwL+j_)KJ6+JHV154hu>
zG4*SHL@J1wYIZ<d=axF=wb;*Vu1WCl`{<mhnU(weYthUsdak(*e)xHSudVS5IPA|;
z_Bs8D-z++yD@(aK%8xONVm;)?9JYMp`xD9+&-@CS$K17k;Cb1OzEl9=laD^uUXyxe
z(aby1ozC6pN2skMjP6r&JpruttCp_&<z9bWbU<529Z7Y(A8$5Cd&GKU{(nANI{jsW
z$MOacPWB_r(eWOPQJe1h?zgrj79T*|nMbo9Wv)r^;5>QwnXOk}^X?+XnMrK6M&Ka9
zgLCWZ<6b%K-uD;HoQ9(*=C=FcVOLE4{YYbHUfgig&Oa`ic?T6@&W|)NvnAc$p7wFs
z_ukGAF5Cfqb#3KR-0nx2&CwpIZhrfUtG2)N??r>Zj#3%_w5f$NQ46`X=5U8WA4XDQ
z=JG+&-CTS#NH?|5Oiw!7hFi<+3D9OKNmEjT=ORPnPZ`Qql`1_gLV;CLM9}`&?Cu_w
zPD>?Ut^~@-tD*MY)lf^ewRN{O<PzB(4Y^b#?<#NJvB(%(@GdQ@?3jWtj!MCN6-UO+
zSd28C0+GMi^Km2Zh2l!II4Zl9bypb4m@2xz<#WBf-Sy%f{pqf8)|J~`uL0@-UoE=3
z#?q(hu1^Fadh6o5YK=-=^(jE5o_fdNZ8!sL{By>})xhYabGh_RSREOoslk`i1WswQ
zgifg&qgEbydw`t5FA<$V8mNxw&@sa;>0C>yExog|mxhKy(TOv3%`QZ&STf?vE0zEi
zC6)^uQ}MUE5V2y};bUI8EL2f~d7xt?Ti)w|iI+_Vt@&jWsN!UEq2pxh_6(NeWs`n1
zzia|koNO+1oNU<v4AI+zL-Z%!Lw{Yg$!Pbs`CkEb@!*j(i^`dXH3w}5vrU}9-jk&-
zQhkk0O|}P($p`KH?@9v!Lz2#13#ODETkv(uq7B0QbNuV3anAw+yGjG{>sPHKD?2l_
zxvq9rCYS5XrJ8Yo`IgSyP7Kh^94>}&K3w`rCg=rnxQEEZ=VRUGRed5%(IwR!Ea(Xz
z^~bn3dkcC7PzU#ev)J|{fOlrmc-=vXFYlMc-Cl{W2kP*)VrPHdwl}&9c>U;$G$Qpy
zKLp}gXYCq%3su(FJUvl!8*UJyin>7>w8{t6Q#%tUrD9P9C){JBZF}Q(TAOIzn$DSJ
zmd5S$)z*xX&!M(=lIgEzqiM)N8hm~qj^i_p5Hx0{mS%A|lDW1_s?*>jiNaXZdgtlZ
z3(k2^j}rFz)<*UyLox<d-~x>?#Mo;|{)1(>@xRuEQ%4IvZTv~xZ%{%MEb9V>C>}A^
z{)AAlG0CzkkW+lQ43?@FJC0`<3FnrJrHie-AuNmXG)?!8(G_SW=~Sv9FR0s-9Sc^(
zA7S!5{sdE%sUrI5=v%mWlS5x)yfFFZdu<{zt<&fQD$MW4k1=(hM3-1BWQj&%`}{Z|
zRGt+>w<|2BCW6B(ZnU<)Gg8IQj>8z<+8<lE;fiFlpSQ|Oc4Fo6^!)`Y^V+cJLft7e
z!dUNNlUH7DG0`e@2It2Ni)U37)6gPvMBbZHullc#eqgU(<xxoiP8eL||M12DwOIJ;
z!u&`25BkzqY+j1vP*>C1ncGfNtw<gN=%?u9q@w$c^(bL~7wK&}1L01`oE6VL+y-}(
zf4|u0=N?nT^J;95)VjJkP1%-g4&P+5ogJP_SNCY`^LCo^FnT+%Be6ey5vrThlI`Xm
zht^nHQr-BDmF>v1rBF}9U65N^vDUE7?N$0QZkx|t0QaM|W!RQiOudXEQ0y2k3U~LJ
z_orc?l0^yOs@oY{OkYaPJBp6YOn&oE?ISOGOcUWACkoM9=?XNJqG-hNkCEHkm&6VW
zVsNd>`aSZCQiP?}zwuvQQu)Sgc@R}mHA#jgd1i41YfFL3CM*gKN?f?O;$PL|E$IRk
zZEX|A4YoWA0I&A}$M9d<<ZY(~DE12&l6rGCU_03FF+x=R@n&-1lJu*?jyDRPg|h+6
z(l1fsYP(k}G4&(H!gw+J(<A3En>-D6{RaE-B+u;4?Dw%PB!2sdtn}ntA;C2VG8c#^
zB$pQ!0qR+&j;H4?7{`Ay5xG=6h+h+G(#QU-6z`Cjm+kCM(M><I8gaw-@>*;VUU9vn
zMoz-GYSn+R{-`ERjfP!DusJ_$J@z5>Y|V9UPtm8B&ejxvgif`#_o&8Wk~~JkhLC6o
zT%UZJa()1Ue9FRN+{G!NxL$cn&sN+NjKyNrxJnbkRyIw@n@V>uJBb?%4R{bdj@7b>
z=a;5VXlYy5hckI6Q5x@$;?sByz&Qp$IrWmR&VtLm;n0+B(f8o0##zi9XW|EwaNl1L
zgTH8XWVX{K&X8X<&ef9RBb=6;=?0)cr_8CwSFMS=uwS5Kd%NDv^&H8?BA-oiHSb8%
z<;%2k-n<o?o@`_;!=w>)wZQS=bOuuI44ZVLQG)uKlUliY?b0QyQ>pIWrc`69rK!6)
z-7&qnt4ldu_y9+LSD0T4?*eKSJx(=|mzdvcoJSD*-~V3g+)31x`Z~nK$G9F^8I{Z9
z@z&YFHwoM2PQ2GZ+TQ?aJa!@pWF|!d@YZWYcjdC3xopo)iBd~F9yF;QHGXSZMGpHf
ztHD!FBu=GMwf1fkY=L||iK|y(zfb|aAdT5<13pL0w>vwvLrxvQu)frk?b)8i)wBkK
zCKvGG>1&v+J#*I4sBl&fb^$hEAEExY9(y3M?Xf{omXgok<k{kC??f58FSG`U_NDEi
zL-$2#<K-ZJ*?@*O=#69rz3@#Syz{oVqel&TGg(FVCaS}o)UwVFz2<A~7oMiKu$qgP
zv14#>o6c>G3)*Om0FHkkd)?5tZez;a){;E=W+NtTOypA@RwCvo-dsrf2fcl0CuGOq
zwh0c$s@aa2{`>BH2J54aX4Z2}GCuf-^}#_B>!IsfobKn}yxWM4!A6gYs3)HldFTxS
z^nmI-io{;$Utk~P;c`C?ZXvf<EDv61@@($HL7L>5Gpmx*Zt-Mu!V>6x@H)<ys{GUu
zV0%2$+4R+s_BrDvpBha?!7`M5Y6{(>6{u!Z$#8Onenwx@F{rXci&p2Yd~ggyLFijH
z^hQ~1kH-1Y8*zpc@l1}r)oe+nH{L8ufnlj7bP7ni2gZ<&*wB@!vSb1!>dI7EGM`_#
zGF6rA!!O&YW>u9;<(p-wrJ${4a%}uL3-zjOzGKC76Ul!Kn|MX2Q%NYg1CEK_hx!P#
zvGk%U>1ws)jR5c|u|t(?+0R~&w(1zTy0xj2(?@@K6j_u?y67zVT|rs{LU2T*I}DOf
zNo3U;j--=wlEZIv)cznrm);*j=ii`#(B2koB~*!bN{632QBf41l)`cU(s8J;xFdHV
zF6P}*-P@rTj;YX)?Uy;%Gm+fb4o^K~mJjk)ZD5t8hu&#RA6|%Y*~@!VB*IMyA4p+T
z%d?PNNw*FqKZ6LCaK!<MDSVq0TI_P~eNKbVXO8nE7Tdb0HLB#3!t8A9JD>0+XnFAY
zyqP?@(c2xyd7FEvwXeS2(+s$^&qmBqycd}(y|=Y<tf#eGo}qSLL^HSMQW4qY_e2nS
z<0gh?PLa^(7tqWr@Aw3us=i^Gfp5?F1h%1@rcmSrHlds9In0%Q^L}KmP}Q1yb866W
zrjh>#u*oSP$My41aGjt&qq8fMqt<l95k6CfHqDDT1#Yv)MHtk$J-(rtQybTb%_ENo
zdu9pR5N(j>YiAoU9V1`Ri2G_creFcI%jjIVjKW0B$186$PY$~Sy4Z-`gIz?nN<gk+
z9J-Az<2<Hh3Be704I2qd*Ox4y7ig6HMJma$EO`hbSOvde6;!?fT_sPJ$YDw71*O65
zc0~d&_aB4NV6ffZf|O*pARRzRR7<6z>w1EoC|K8}n&=w;0}$ZmMLmzycq%(pxt<vO
zO&Ew&T?!_d0Jy%uB$I^jTwMg<eZOh)^=Z6m``z%k*zXS2@c1MiLRBta3*eIg%(gS}
zkTagnz+&5pml^y*)d(+(_=Rj|;$dfudq96BT{xCJ2Q+k3f5NGz`_=H$p;kQM%;3xD
zD(UvY<aGdIZHrWp<Oic!64<2lj!2vIk+DhX9T7H3-5Ih;A9-xjN7^P;(n-C^eE`ec
zTX5_{pyy=s7u9WwJvvDku{|;!rndE&V{xa$=}5O7lfM2?r`~-WQg8C6a(f+o**Hq)
z_B!~oxePlST~WHFB?rHx&Q|J)FodY(+|%B4n*tjN6G_v5-8sJJ6%BPE2dq(i>`)~+
znIu<!%UBJnE7sFQtOiAj)!=X*t8p*oG(+UbD}=9)wGUM}=y;@F;!TyD5|HGS!Z4y?
z=bMG8)RvB34Cr?(Sb)0InQQkfn+NR?k1qPKy55<SQBO5)#M4cU{Csw4z0C{r8Hhg*
zdO?^g*lhOa!LJ^rEKO}#qMc@vx7}rw9ATPw9pswkU5i}PeCGb7@N=9#8unf?f;L8|
z%4bVZWKV&bZB4%}^|Yq>gQ$&{5YU?d;`;naylFEft*LSu)w<!|_LR3ny!fFizd$8*
zxHnZw%GL(dNeZK+JT*^L9bGNOoN?vEAc^pkmw}75YEn75C#_sanRpQCzD#t%IEhvB
z7^>?Q1NdzKYqk8<nP`kmms;^xX9itEr!CH3oqBC?=pK*c%)7<3{oL8#HEln4rn#o=
z=gvacv_0+YL#9ntey|$on}E*Jm9ByEm_g!LXFs-BZg+W@8TfiDCAD6hBv$%#pi6Ae
z(qPwigmQQnW?peUAZ94FvuRwX-TU<RUCdnOr8X>0DLNP_NhcoIk*GcJKzD&pmn@=W
z-39)lWFDW6P{D`lRMHWV$xTRg&7#iZ3#H@fh(^40tHcYXGx~7BF-#Dq?<(<!(h*yb
zrYgU?1lXShww=uZKCN&?=YDS43{Nc9c974(xj}eU(V+nV&#KaYCJ&|KC)6Y&<r_Xk
z4GC~$LRfoPfq_DBFwT1*QSv!@T!DwT6GnN!EDWYo9XIs2!%d9n`}B}Lx$0iiTC`op
zfMW1%2e>x+Hl9dCTP|aEinKr0`wn9p&umAxm$yg?atox^6EN1h4zkU2(5^)sW@8;?
zM?B+?ymr-!?ybCL#8OQ)IHWSq_%5=5j2UoCiRKX2da}CbVSxX@eI|dpbI|H`JBr)p
zb4Nk5v#<$IrT1WGA*F^+W0juu)nRfP#dJ^f9Mp+;IuBkWp}iGsEZ@H06uz$$vF20H
zZ&x`}DOt~NS2@f0h3mm;XAF^XE`niIm31S~JV$-UH15qKLk6t!0+30}69^sw+a}3J
zNlYU2BAR5l$UWnG-8gYl#bqE?QcaIT@$fcI+iiy`o3s_KHfZ3<H-YMJ7HFlmSq#2y
zK801~H_%NcCq3ZlE=(_~yNgGmA!HQ;RCE`*OI>j^FxCUZXYacd?mHVtcVIC%UJlU%
z=ZPzzyDb9V+X(HdNrcXe$+&-WGY?L9QK8X2g4D#)6_zPFSAJO?){buhTFHrcsOua$
z^t2j-EBf1xaRL3U#{XA;V3wnv1Drl|G)+s>SD>@P3a3)nJFjEjoxIJNNT-kzi5nce
z&93;aqi%G_Y5NQ!Ypi(k+s<gR;-5tO>TJUffgbE)R>^yu;nWpA1V~9~#Y$xNR+YS0
zC%um((8#o9+Oa5@!O~VnCGXS35KoJ|hSvQW!9)s~@95ZZqhX&XlR)^JVSfJuQA;Ku
zp`0Ewk^7Q)2$W34qb>;C)PUGC08{nbUpZ>2A+g&0mb`*U{Eed?JZmC*&F}c{fhh8-
zO5R1P8b^bKT_)|b=JzpzS&4-5Bk;HjeCmQARWxs^Gi5|G0{ScIL1g(BJYFH$Xj&8k
zxtu^Q6cAcQ3WAiMjz}U<atQ(@=i<SC<ER>lh!;tA{s-iy{t%}hV9HxE27&SlJf`EV
zst$o5eEHJ?`yc|yKMkucHN-AAzhk}+GLw<@W0)ucB^9KNj{y5+MAZcms%Xj?j4U~p
zvU(IAOy&p#N@^%-5*|dRiWVA!SmnczUq)~!_iqEF{4aPg!ar|}K==_Bml@%11WIng
zqx{QwL<)NR!$>jeq?~`t<oI6mI}s}8oWCSFFQ=UEi*+c@{aOU-f=HbEV5FOSCPld~
zr`$6s(g2ZS4FoY+1B^r(C?^dt5@~^vNDCn((gGuq7RpHrj6|A<6xySSDzcT|H5&M#
z`7K$F$nv>(oJ*NM41u3g=7VrmG>HGuAkh^Q^jGpSBFle;$7tB4@}D5E0D&r6#t6X<
zCDkZA81`L&Ff6T72Vu+SAd*r`RwGcp7!N|yf0cC4dy*=>9h35^9<>K;G-1XuM19{G
z>kd)hcb3vH?<Qx(2hLEolr-(J+ka_c9ivD8&G3Uy*7M6cFPK~bzkK7C?vCxvee3#G
zXKNa8?n76$yQ{ekH`6!Mu5JD(!V}4v^x0tp&Rrn>$zQS98}%LaEH<@IEw)~wKbco>
zItHJ7s1;K_JwQTxct>bG5+7{yd~tA>BB_^1uKbaivC$hZEnz8=BC&9GI94Gm>A-ZS
z0}<R)atAbl`<~lJQ`e)a9r~t`e}qQEadS4cnZ+Xp!_8^cc}J^pXc(uKeJa64GK-iO
z9H~W2A{uZYiy4|>YBe{-2cjl-K1kYVY~;6LskJ)5BQbCsMu(O1NDMFg^9zl{@Ny8n
zKoxKmbU!W(G;i~3blxzm@Q@o&Cg}r)<gM<<7)#Ly3>KU|V1UtBE4V%82E%QAe$Ig8
z-;E+2ZnBL7Sv<n<sXK*cA+ZHqo1%4OPYGxK7k#BYVkfSwhbKm}mS}ywY<S{8e&Mnn
zo~W@Z)8C4==h9sRt^QQQQJIenet#mG11fNya8Q{e+qz1xc!;X>id<*Asni=g*#N;b
zwo)XRkD(ml9ZQk)dLY>+uFRfdsP&xuqd)pV?s8LN_-O0}<s##cd<|I9rvkv7P`;zR
z40!?tK>WC|Q9w7g^28YZLIqHsn9MI+0Og5VdI`!`7bV}zMz4PP>hj8W-owSn_p;-W
z?`6j$-^-4cud?n8SoxoU8qerxAz5ebdS?_J`K0a0_0FOE!dbiC;g#Xq)S6zD%Qu|8
zkEYMwl~>G!ou2WCu}qZtfU+)jhP%qTSbvlp$`mhl4yKgR+pwZj_66r~I!b#LjnP%v
zrOt>Eph=w{8*o%b`iQ;NV^-IrBZ>ZQy-_|}^KJ7NgHDnjI;Y^FJCd!H<~aNhp^Atv
zuTfosDt*=cX6*YI>n<_KG8#@5&3`f}I$P8}d_y87Bo{tv3?RL^>t<vL!E}Xb*78-1
zm-%!j8`*b7FZM;PR}Emb4=17G<S04@H~C+Yn(B!wHGlBJY9A%r)joPbzfDJ+R?_jY
z$^9NP{q{seA(Ae4OwN!<{bi)`&<Th<Mj|)Q0HmJ&jw~5_+-Oj&yq_St1!7)}g_vGa
zts(d#g3AQrTR0flUGL*t1SS!B;l+grL#|g8U_Sl=3MHSQ$N6}uPWPLe9w^{huU7m;
z+a&LzpRD@XEh@?5A2;g?R2BT~69jl2klQC-cp;E?q^Qb!8=;2|;JT{@s&ejJtPNZ&
zkv$8&S>K5_HHk0^XT6AJ6)cJT4YW#j(Bm9DRP2hGUFi!1idgrORT%ngi`Ih{gi(av
zqJfn?`bMkQukL;VN(?PthS#rXjmEBD@eA3eLB91XPhsXAcG%oRE?~Ngd*NzOz*N{w
z+r@g{LMHXAv~)ZVU*gO@r{vW?F_nncF8$f2N<^`?648rZsjJ3ZqibjW0Yfq0-wO=1
z@+*o)(9OD`%p!3Ljy3Fe{b=>9L0xI2U11n`V6LO9%rgFDK{-$U{7KRf#?`cZ$-S4>
z4%UGo$1uCXiI@HD3MXC;A~3Gx#g40sQ5|wWz%h0KHPCQ-eu^`hy!NN49W>nL{K#;d
zUN}FV@zO#*5wSpd7L%_6BnnrF*b#V5L!stVKr_J#qKAc^8uH=KJj1Tox`J`JTURhH
zck2qq<+iRAJ1)<!5HThLAE1XVy7$`%?fqkmg4V)c*OPBPMU8`p>Xa9lluov^-k~}r
zc!uhF{rk}cXk#OPZu+HjO&8RmN^46d9EY@EjjNR^7pPT6A$dpkH4S!?&pPfNbWyq|
zN+utLAa;bWi;{NjaI@Ea0X2J!@F`XggE7MA7a8Gmwy1COG?Ti5LdOsH3k&^;r;8C9
z!+uw24EtT7G3?i6@f#e|ntTz|*xnI9Ame8^!(AF@IAdKJXE+BF4Lw@l<s43@A)C?q
zna+qGf~GD>cUWvb(FX>ox)}L`bj)BnTr+t?ChwR-r7Y0capZ^|R+F^JOMhVu9lhDp
zdxy%fI?yU<&wWwbJ7OmS5tgQ3!p||nliri-o-xAHTUdBD*Ohc0axw!*9`@<&bCrvx
zBl3PiKh+p{PW23*|1@X<4UT!%m-zFb{jBA}%Pe}i*`fNL_{*T7@9&MWt-Nh4NIofi
zc$lp!r&Ht~1Cg7m5&18Fq-O|a4V$S6QKMq10vO@Zzy|wo?Z9UHvnE$mqTzuJ#oB=l
zy_ips7Y>6^7Xnu+Vk8o<zjy>9zw3*H`O+WS_8%Jh(020>45ptF@KvCQ4{d}V^`T9&
zfX~e|%ft8S$PaG&J%`cqL!hB5Z^t%|#C*KF1Nf0=W49n3cML`Z8O6v<IG5AsyRAg+
zKs;3C>zF(w&KGLD%gsxTAc<NUTeukYIzr7c>NP8YdcUB40rLv5r}RAR-Or5lL6QAX
z-XV(LV2V8?%#dH2tg$d^5~Yg>{PA%L080ML2)Cn~NE|K*yz^U4qI4j5rqwg)BOmW7
zroE!b3e)KzIyHExO1kYjd9l#p1!9yiHYHzIGU@BB1W|bcAnpo6U~>s3n0%*eCEaA4
ze8vYclopv2mk%0C*Ep+6zOKZ1p3SP<0K$dn*<12{@&MlNGKnbpa}lxKG-hwfp1!u^
zX1~lOuR^wxxA4HydK+^6IMO*I51L7{?zZ^~w91l+fcTq0cx=n^lD&E2?QToLE?zqg
z4)g~!F~*oTa>FiNb{Sq-DQ=hUY`sgDhWvV$?%ntd%e!=Wg@tzM`j=W{m#(`-3A=Q;
z$SPk(DJLHTKI?*Ok*Yj}BI$##H*)H6h<r;T%^Jp28&H`?{MrlYZHffWEh})1B0GL9
z09wh1fKWbd28?Jxr=C7GY9F+iCJgx88Ixz5L~#n9qZN!xag2iZ`HfL9_qC*84urNr
z6P(=!O)pp#%A&njc2I9pg9z3rS148a$Ndr65QyBcA8gY3zDTU<?NG@_4&8z!BH9+c
zgLa4|f46sLw0`et??P8q$(<P~lP9`CH3ny%cH$kiKdSr%GmfHc2F6jCH&Uz~Kw{p=
zFFb(6ypdiYfo}jQ<Hrbz@=Sbu^69ZIuZ5U35C|9;>qdx*X^Sf=rY)|hn6_9^J<}E=
zB6PJj^3#9_g|QlMg+uqP<r)7XDhSOwiK;`(Pcm6p>rA(tJfmtm6^PJE{PI4=(^A8!
z*g|S~0%8<a3#I_93I580DFD9|H3f(eHt*m+udq9QTa2(6`n$qn=<f<^hyIsixjy+L
zQ1g$OaGS&^cf^kse|N->6@Q`=T=BoK4umHBF23$#4&e%eIfN@ra1L?l9Pb>W1T=NK
z2+tu<*<$>ljP_`@D)sD45VG}*$NJ<AMPhKP^Q_j`svNWAA{EI?{lyS<`c%o(E0YJn
zSp5?KY{ASRc?67AqU!fvv*tDb1nx8cQXkC7k-LE<Kri_KkgD?6RUr3qOO8geUUCG<
z<lGS%O>4yI4g)?OkMfxB3Zl9S4^{abTtyQ13RT|5?WIbPL^UmR^q}#1B5*AeSb_0!
z;_pIWs~#LvdJ)37qT0b@-5)^tk4*VU5^W{kS*a|VnndY-fq3YbCA5WjsLHJl&~_on
zXzZz?CQ&-j;)jq@otWBvfG+9ALp7gW2R*k9Prf4rSI<Jk_^wWjUzX9%GpB9Noruyg
z8`HThnI7Cl#&N3a548Y3cCWL{hLkRB=b^uoFpAvk&yM2lb4>7mG3WY}!&HGVZH|Nb
zbjdYmo}BGy$?Q<hapm->E_uoK&Rj^J@|AP^lxNXD?uA*x!sfQ#Zp1Ze$P=pQBGXfm
zFphfE%M9l)ncr{y5jk6cgeqG952o_+Jul<~eSbg++E)$wKL~xYpa)ZZ=#;-34BGe1
zZ`VuME;AYle};TjM@2xCZ<JJ;cLedvX;#6ww9PS;O8XZnmHx(289r?IK4X5bCH}uh
zLKy}rB|k-={D1M7iZ?ZmW)A}RdxNmwpOD{kkWjt@k2Qd+qU~=JO*tNDeoJWUTRCle
zBlm3H`t|_9(k`G7?9&8G+iHv}cNL8Tw;D=PL&|CB_af1t>EB|LsV4JVPE);+_<YKH
zrj87xx_hP?0m6Hx&LmjcB6V~S)^3ryhhS-o)bj*OTckp;c8e6l(iSO(r7coHSl%K<
zsqPjjLNb4q*TFF&F%d=0ZB!4eCsB=IqY)Sn^Q4k0O9@pStVkRM<dh(@TZEcK=}{KP
z%#yiTUqm#hf~n?xF}Y2gH7s$bkm1>`*YXi?9)f<;#kTtIME)uw-&IRiW8xqw%?r@F
z>F<50;Ky%x+kMkePrIKuLAU#V?7GF7hYI0LoJP(5`+zywwDJv^OiQ<NCUGlIUUJr%
zEf1TT^ARBF?^l0!6eeA4HV)Z~@b}vbR)S;5U~$){oI}P?QZpyPdKkKg9zfftZbxiO
z+R$q?zhC<+(N)fz$uv8jJPb5D@HUO!p2S<rrwrg*=J%685V6-}vRk%x<{<gJeaSwN
zZEK+eR_O2d=C|%u;s9Y>=!FN7JPU`TdD4`$!$6*4et-5CG^O7np}Z0`?HL5d(I?{|
z*sTPXLBb*e`xpXM)R_mtO8!Fqtg50<(H9vGmz&@6Wr*x0^!W%FYjL$nyvO{meg%BU
zT3kthWHH!U++mXM6k230ehLt_7;h3RZ4P8>5rQRa!LVd82$q=B?DKv@?MLQ!8<^`Y
z$E+%erZYF_?_H9ORJC^%_*qp6*uw_wSpp+fF_=}=hbDQXsmNYc394`^AypYQRng>I
z5`JcglzbnNRrKjSltSOo`D;2P=4?o%y4X~zFTHBAag=1Eib^~P##vwxn}r~V$%0nq
zPYn4N%<uhRW0XnO`Bf7wRr}`GkW3but#dGy7vk75OUmm8-?hwVk@&QmwJr$5X8PX-
zK^nEYll2BdBs0w>Is|7;G{cdJt|Idsf}<U*u4yJ<^T)kWpDE^DQrtGLTTK6PhWT~#
z+8Io-J9i(KymHohf^fD6Qn(Mu%~}Y~W{u%&)<SUptP!wejhao+teIW<T-knROzA7;
zxAbqOvP~k%sLgO?3xaWFV-Q=}f*`iCkrf+b3ilB6dz!F0Uf8e|6R-&eY!iV|)BHSv
z5i4z~Bwfg{sd|WDjH#l<zGa5UQReq*5G(l}5=!pELsij2sHBOCN*+dJ$@j>N9sQ$-
z<TN5nj>TgfaS-e^hJ!*s<mEuSbvKwa%V8U~ww9bsk7MwtqTQe&m}9Xyvg9aw9Dzp_
zZ5<53JdeooC-8U$`7ZxH0u>{XE85l<g5B{jV7KAHuqPwHu(ZW41p94*y-{GlWMGf~
zAp-Kp#`p$PW9~7(?@{L2|6?544{63pV*y`z9m%#$RhZauVjpRA$M!=~Dka6Xsp-g`
zwjV(lZe(MEByA(xK#10Ugy3u=V>sK$LU8^@M!@Ee?T6S68TYt(rSBT_cTLECTo6pL
zdEFs-<*Z#4gtJ+@%9pheoXr};*{p@&{8=Ml^H+Id79*GEF@EDwD=&?!%8{oa^6wJK
zo6J<@0xX*+6aVl*cHKvl!F>i@Y>es~=J)&H@Hc?Elfe`AR_azg0vyE?zl#xJCVr!N
z;`ePt@cizJhRBuX_Yx3t=Xb$W-vo{3cY^j6gZ>nu+xcBE)r(#=>P<)8Y0&OAza`a(
z#0dSSxyZhQFe{2b{X<dn5J_0x$Q(sZl}O&FrYhe$9FdD9QlmG|tcCW5!B<`4^+X)!
z#H{PVxN_Km7rzHzflL>L=hrwgBggCT$+R}CZgYqvhV*lmFWs<g$(m*4v3tt;RjpX8
zw9Db1H5goB(V!|#Lm!3JOZrRfqtrp~!YCXKS{LEWobqE4m^2!JRs>d1AcsH}fpI+m
z9B&9rH^0sQgobw^q3SyksU<(A6k0tA;_;eD6@7FJrSMlo$Tp4!wKay%dh>e@@#BH*
zI9g0^HPN3lzpLLtUXDk?T@birEdu8{89Yx7z#ZSpNxgXX1(KTj5IJlN_|w<uVCoHT
zga22MQ1W?toI{Ttc+>>}n{GjDEs-G?)L`mEZvn6DJ9vDA)DUtNoqZ6*DR~f)CHLS_
zMTZ%LlK(`>zouk5f+dtZ6Okp2^f&?!{;ML7;VaFH{Fb~9iOT<g#}-Im@(cnckKj>7
z=TKZ304~1-{21<B;=U7)x**K)UnQ9yygdT@T|_eWYY3G87LTujXNW>m;v0_oB~q&B
z$g?|*3>Y->U-_{&JF0qL)KofGY#9RbS4AJnX<$Krzc9Zg-#}#fHF&fFwB&LGs>lWQ
zr$M-VFq|zf!{ajq_dY<X=;(zI+&zdazXcD5`x*jObnr|F?lDA`{0@)uU*JK&=C6vD
zPNfE4CSuYmX%(%4USeWw3axZ<)+U&~<8bMHY}W4ZWo=3j&SvdTzO04dY}OdgW-SEg
z&l&-nzexcbRab<KA~RD$_NatxQ3=_h60$+6@`6!V<+uRJY;yI7wMhi-TW0atJle4U
zyV$45II)>hm0ubTB0sf6M#2oMNt7P7IufKsn-d283$)0vsph}zrI%d}LKMry>&4z>
z7XmJVaK!RU8?hOIhq~Qya9kj7BTIMmq%w3qAZ|5kQR6=ts!x5S>ng(Oefop(Hynr0
ze7s`<pZU11k57F}J`d7->Lb25cBzSXETQuo)g4aL&K|4+JM+Kjj6c;u57o~eW>lcA
z;k=6sM57baahWcT?bN;1f(7~)mKh7mE|1zd&FQx0-ZtcKnO+EPFlC??8p^V27)v=w
zfp|=W%Z2omwKH)OF>Z1TFvu#QETg$t4nBM=Yz<P481*FRXBJkslGB|<LzBZ6R2)8N
ze#QBV%Nj>69O}?$Zjh?Q&!94eq>A|!WAIWsg>eVZQa*%5L&sKN1D_=XXb+)sB9y?O
zc*t;7Q9-;bDotSMAWMki_hJfVnxDuqY=%lgC~TWWU>F4|r#mZ0R#%XaRpXr6kyXwJ
zRJ;+Ez0QZu#Yp0yGrIRE%?#2Jm3{UCU12p3i-V&q0WH5KFxp^&C}EB9is;GYz5uh-
zc-fCN#Jm;_T?jqz4@n5Z5E^R<`PDv7azxo1Z*Yvr2SD$J3A2XYA$N6%lGY98rmhS)
zMs=i<EUT!{IVR$hrbBn2L*WB$-bI?a3Z4JST>glq@}Cj_6QF};DG*u-h=UJA(biWa
zQT-1|Kw8TAp+;;Wt;NQ1M~x%r4XH!TnP$+b79BPcSS%*Mm6~3|<wq$qYzB}*Lf4=K
zO}!OLwJs|vt-1<FSB{yc#_E!79H~W^HC>_Vn?f;#3HK+fPl49@oa3!9x=iPKC7>vh
zbDrVl&+dHYMdAuoQq6({s<O9G4i7NbtQVSWaXp}>bc8JkO^s;P2T*nSEwcIqBrd(f
zz(g$xU`sJBHI*2WllGRG+%Z>OQp;zll_O0KsO~jb`AwOu(2aCF<XLIu(VEcm9O);j
zRO9*QI8JgH73fhj*u1Q&KyzM=(jMm3%+Y{@>}#l2x%FeMWdbQRhjoG6HI9`09phD_
zQtS6|8b=b}4YnR|R!Nx~y@jpwz6n(khKPz7r>VF?ppt>cvB9dK)Nu)c0$GANeiob5
z6NEO^TBSZlB}6<=H1Vu{sZA%b#<d1X<0pIbkU&I=WYIbQ_{czQ!dj2EepF|gh&u(E
z$$sjJsH<0tZYCsR#xXi+oq)2KfxK>k!iSM~TP<}{)>-7wS45|bbfm<LUD-w|(89Gz
zBgZ;ayM*zvqvO*ke=QAMxNLFi9BcWyT!E=MFD@lXPo+Y$&57d4=;TDVx(at&dME<O
zBsHNY5Ko<rQoXjoOb+`>0wuWpU?_uXzz%O&>H4wL($umq9IB;1%?r9{D2brd=?pv!
zBF*C7;S4Vj)rwD8d!ec6T8wk2z5Njx&ofPh5HQ^tpXGS#G}sW+vrVLCd5!~2W00u1
zf0Ev94@DK_Qy42qhtoKcD%-hEh3#<9gKeE$HWIde|FXN64y6*HwX*Y_(ZO2qX~(t~
zZU+}QG!jtiGtS|luheIq68uWlQR+g+s!|u5+k`*ol0t?l{}(wZld`d>NuSpt#9gcj
z1g-5Q&J<XXFF067P?tJhjaO9cRWY<em*W>*WUW(OVwVwTUEL8)HSqEvAnEvupzIWR
zr5h>5BsK9%!6btJaxhY$ui`SI{!5qPSMZL)T{&_r#=~E=FDQnq4G9|i=mz*T#3WJO
z+$MAl%C~mpSTx9MbqK2ax`EPl_d2|-<N=m$bk|djuzfDoksBP-evMLY1O(~|Qf~63
zC~R#vwGD7o+inp`Y;p<yR)MfFw}CqkQCyL4ck8uivKmr<1CVAED>X)E;0~@@3x~Qr
zhLY3V<>2;&+FmB%FW{>`{UNSW!gA_6!Rb`@N#`ul-$YrW0*r)f-MC5#&vfI)NO-mz
zS1sW=Zrs5Vp6kZdNceC!Zk~jnHgQR{{r5^<e&GR>@H1{)jf9_b;|`Ya^KM+Vgn#YE
zjgjyRZd|2=fA7YXNm$OcVga@O+^1+%PAziOCJBm+j@ta9Av@XZ6+x5)XWOVv5<J>Q
zZI)opMs0F=>ySv0Gdvu%QG%ioN1Z4V(2YIxhbRfsd7e6IqYk)Fp)E&V;n*Sx-fr2Y
zBrBpQ%*tI7IutyN%26jt)<g_M6~aoW-m)MX#Rc)?crD?ILJ=9|=qf}B<2<?*MY@F6
zg$b<-vKMHn2;dcz8c{*4`KB1;XfD)|Aczp8^Tp{eLeXK65S4okww#LuMt?U^|FVQP
z4>sbAx3!}PLMMg^ofsx`qL$u$N`6E#Pm2+P5!wi2*;?*m6~XHyX&Ww9s3wZ8erOeR
zlITkEhx#kJk~$JmrNe|ahY4*C6ACFmj1>|(3=*OuyA97VrA(cMgg@oRRZ93gH*SoC
zKkdd<OZY-J?qCUj&W)>)@Fi~CJP9v0A4b{U%F7ZH2?6Ixc&Qs#BjJ^9+`$rVbmOWe
zyvmImBjKanxJn7HbK}Y+EL*i$z~IVRWG^9V{*B2lY_tRy8V0D~YfO;5Oz1D7&dct|
zmkpt$+Hh&v8|LL;gU69V%oP@pVPO%enYquPu&}U7q!pDW)EP>`!YQG;l!S#V!3CL8
zT=4G(lLg6Ngng7;R#@$92vP}ygev?9gDu-J(GLb?MpRH_L<M<`4-pFWo?(y>6=Af=
zlmZx?WP-9_8o_(90qGx>?ETzmd2I^w3Uy0@)jwXc$J4_rs6YYn5DtP!Ey@{PlXa4C
zj~iDh;nUr?F%mw@jjNXM*>2py5<bU`tC8?|ZrnTxPr%Th{?N{^apYy9i6rYJ;Yn^>
zjf4+&;|`Yap>ABYgr~W2V<bG?jjNP!jT=`cVcAH*0!k&4Rd<fm8E~JX=Ic#%(fA}N
z0--0HVR#9BL<Olw^mjsgr=@+21SMnG`WdEua+vnXuEZu}wg|~~B1f%1!R#*BVtx^|
z)dYLpsKSI!2opLXOz4ClA=zN7jATi*3HH^zEVPm9E-gFQNK<2e8B&<?*CNnPDnJU`
zQ!OMSgN!dSwBI$q7#Ye&qB2u%h!Qmmb3_UMwN^W+;Ep~(Ntw$pqNIGzu+}7Xl?h5^
z15{AX(~W$x6A4|M2qoKD5hXiK$5^2@?`MLp=$pf$hpfG98$QA4Kx^5&WNail!K``d
z@J7nZFTIhknHQ0Sds~rZi7h113@VZ#MTPRqk)llb<;bA!&NYl>pD_jzqLqWJqC%aJ
zU|nRei^CFV53is&!5z)m5+|w=u@Du+y48qrrxm9NkWi+ig8af#*(fEjI9?TBF_rI5
z+ekJ_d98`Zl1;ZC8my$khV)>zWY=z9AldeMx@|I>!c8XB0n4UU4_1(S(ujudll+G=
z7E|IH!jKYW)97RuOKgp6D`T-H^b1R%J-mXMkPVd|w}g)`3=$Gg49i$kGf-M*g-VOo
zed#YRkZdyif?HY|%YDjzz&s!qn~L=X^Gib*318~QRZ3X4;Q?-pgkN>xswMoI8#hM6
zue))T5|*8V#Mc#EheWp94IcV^3BF>ZLN+xF5*pRYW<c5N$L364UNWRPQeGrmk%mt;
z*3oBk`lGx^cyBkZQo^I$xG@qQ?Z#D0c#Io&u!P~nB|K^*{AV}rU<t!bMBu6={Hhx_
zM#6Ax5x7bT|HF+dlQ8W?p+DrUM#As8aR*EIKW<#Lgg<cO#z^=hH?C5`|8?WaBs|J2
zXb|7v_7aNIQn^nli%%O`s526T!yNyi1OJ-|mf7W!O%g1(QJW>WmyOyaK@khIf>I&M
z6-S3es0CJnkX;avH5TNUI4T!fkoDnwtPcylK1is^5Qrc|JDcba<5DRBQ4FGrpdH+C
zhrzR^=svGBJZ`kS)=AJUqW)kB&mwqn`xS2Y83B^&nDB@-kCflHg0IIee*SYs2x&XW
z4Qte{E_6shJcNTF!r*DcFroUi1C<BxrzR~QjBFb`%<VPinBd`Vl!qt>Wz(MrD+uys
zEHmqNve&=ix{8lTO+B64o7G@^e`|#!F@lFmuv@iLu&bA1FOy)m`Y{E!XInDrH4fo=
z-j1GD+FFF@?&fqyt6GGxrk0k_)^twcd#`G5%F%fl-_${7{zndX)9t@%C>;CRo4Rw9
z(5;r>P4nL>A)@m+ymW6jeE)}EG~d4<+}oi!SHg#{uT`K{=r;}4OD~qdt@=$T{fb@$
zDT%`CGg+F3@b+fN)!w8|;4lz+)Hx=IGe2%M!Opfe^$Qd3+Ns_*!S1dObs!v*kgwLB
zY<os+)i0!t&+1?YQT&dCLGmvW2AzH2XaZc8pj)leZ$xy54)%1msCy*Xs{Sg$ZHhKA
z0kfyGO*Kfcw@r2H@Q&78ySkRcJ)KSJ#}sPMv^RtOn-T{51NPSObV{;XV_v%9dVU6l
zO<7z^VXerADA?THyfvr(u7h1oxov9HJ{+B+_(eL5tBlna3KCaDU#6oWZi{--hTGH!
z67Ge9-x-A}(9^PDfw}EB+p#6pf(u%(Gjbj_mUEK14Lg<D(VXd`yQkI0aV7~hHnSy%
zyY^&H=EA1V&bDdQd<JFxf(3lRv--mL0^oE)yoLVP0kP1bYiFlb*I2yIOf+~n=RUnH
zgIk#N^|aWJ+2-D-gZlwjXS;j!ZIK~*Acn1w+0!!Wk^WN?hIAk9v}&fEhrysp{Sh~U
zc0^Pjb`AYv*A1WF9^VDO(*kcHR)uqXUcW@J*=vTW!r9*c7ZT+Tv}J&O#k#eoI&&?!
zEw3fDJ=?Q&AvXZpC~Qs_*FjTXQz>1)E2bDSxipMsH`SqL9PO}RLHG7_mpbDhliG!A
zlCo$k%m58-!Gbp2)~T+GPtTm%n+1yu?k)d$Jk*w42Aha;>iu|-UR;UExl$E}7-_a=
z(%XWf%!o<!$Z<jphzRlAp@u%p5iW@ia`-Sd89Z>I_2j8>=pGq1!~%&FpAZP#YMtpx
zXWO_;+PhNd8B*C6^}_<`YMK!v2LE?%It)Axv_oNfGpt4*W(imTSL13`M6$1XsB<GA
znmgM8l))ugu4+>-wQWu5=56YCc`#hoF8u82VG)IcPZk&DCKtt3YxmBMo~<*tr+2D@
zW*CZH*-Ue0d$v2H`-NO@bB{Vz5`&F|uQ=iE@PWJ_+?c9r42#|l)OwhPrZ(sU4J6x<
zX;a%IwI$P<?rrOFQ|^@%KlfC+xfyMcY6mXZN$-Tb=%cS%116asx*onQqaMba4x*Fm
zQ?KGR+nsLfz^w}VuGQhLt!dTB;pUE>T$|d-;g;+cjKpr?FgnSut?E}CZtL8R)>^)f
zaJj=*^L4nl1A01z!`)r!=8U?E!@XU&T3h{u!#gz5|KbH5I}@rohQb;sjc~TRsV&{H
zO<lZRDcFS_km0)=>}*vp=s;F|r~_?k{059&yEAEwBvco|E!jSG8GbSN%OJP+BiKf9
zzeS)O%I;8uHuBI?k1S{L3lBfj2%g%FenVY^5cJ%lZa|=$LqDca4+dQ=>MaSjsp?H8
z7Q?7D6yAvgaoW{R1bLu^5v;nIUwFLuJc4a3&3_TX0g@QNOu+n;2_w8#!ZfnkB`>Y&
z4hdo;^gDz-XTnp~HsZ?x+j$geQznPnkWo8Bac!Mj>N4uasQB8NjCwYd(3Mpmgd(#Y
zeYnv{P5oGqB_(v9n(IMgb11Q`qfT8I5nEfM?h8c|l{)pO$oQG63hP7u%nIk3YDFk5
zvnAc$o>sk~gs!bwb#*8<lj>7{4#l$OkTL;#BK)k80^K3$giumf7SR`nqP6~z^jKt)
z)*zAxV@e(1)lrA|MG^6}HAvVQN?<)A<(|ltnMipvlwx&>)am%%;uk?{6G>Y_Nzf<a
z8(R&EYo%N}i#yJFXv&xP!eVW}4Le<_rYxLjztQ2c%H*=mskSW6OzYO8mx8n~=*8%#
zyDQU-(Fw-BE!axE2k2$Dbb!>+dw>+rGGGF~vIl5ocBElsU)fzsY=*m4UDs|ZO4C6*
zK0G%7N_4X`SBG#BUbH9Z=_35i9v~$}cxd<TXHyqp-|kW}Mfk%#LkC6pMvuvx+v4;z
zpeeH@+oAUBjY-a+r(717*sPH|W77%yOL3_=jr~w;I$^&Nm)dO5$M(fY-kc-+m2t^D
zkv=sxm6NZIOU|@+_3TuS#U;}PxazIA)Mieew>=<tx}`7OfpOL8!Gsnp32@5yf+-!D
z9X;xuU~E?|)2DV^Y{)mIyJ2%N3Zd1LzHDauLYlLpO?Gs3cB?mUjs@FJaH$@FEPpT-
zk^twqkduFt7qWJa3%c~}yr47dT+n9$+T4b*U?!JS@8YGkxvjH1qxO9V!3>6v3pkL=
zb>`Gb6l{g#>Q;3Y1u<T1R$n(E%J$DqxLbWlAzXyjp{Blz5XS8->O>vl*h?wgoylxd
zKhU8b!hfB@JsFJTD*wg9(PmX^0?>t8g)oN2B+4lW<}y5k_#6j2(pVO}hlAU3e42U&
zL5$~{dRx_dI@m|ysqbOn+}_oi#UQ^yhk>cKBFKxM&FZ}W&~SRY9_-&QFErYJO~2@o
z_Sp9sOppE7n3tZNT^V(re$j*W`}K>S3cRLY^bmgR2TVXu2G*Dto(-I(U-Wd~F8!j1
z`hU_dW<oILLz)C^Z|;HZ=~m11n<n0?Uo_TDcoC>4beQCP{v%UKQmHHs$i$Rk1ip&!
z=q0?w7qRqHhbpYsLO$){rMlW^67zq$Sor_1qRBd0^fITUR+9nwKUzgoXJKzqYD-6N
zs(Hr_no46H#iLMEMvOvJt!<rY%+I$h<N#_4Ezs`3a&lK^2WIZ*IU9<l(9+q9IcOA#
z&lXF9Yi~TApM#FB_uZ+^rc=n3zfZjz6}jKp5s-_bBAcTkFNlh~BP#NlsL1~yGN01T
zfJ?7)<Arrb!+bran-723exsWaQ_nzfQR3?E0U=`O^bQaMQz?|ngipE!AayLoC-EZj
zBuTWBdYOh^5|yH-p$~?VcpCbTP_&(fPWV(%GMNH0=CPq<Oywcn`4RCv4gF3iL8hU9
zk4&Ly=!A3QWT4c|p;S8!JwKGBr=j;rJnD-z|9$Gk=;(vabBm!HJui5+hoipjiSp3=
zRdn=!qoW(o53%}uIO<tXl!sL{wnj+HHgawWN8J&Qddd^!p|}49A$m>Ws9O+KOhW_V
zKofnXpO~g~PWnv$7*fMb^%n<i@+#nnI@7rv)=vA>_dRhK4foO4jz0C0CzgiUE$LiK
zsx7^<vzKgZ<!4<wrdaAcQ9^o?C(b2(nkP0)`X+Cxu9=T{qJ;F{J#jASk=QUI`3sX?
z;!V}0GoC0ReSs&=CH+lLY?$<m-c(K6!I?=Si;$k|iE~M>^2CNo@ARf>(qBbXG4(Sv
z=nK@=7j}z|sk@^ua`Q=x?HPP9qXqsxwZxNRYRL{yR4&tsZ+4j40rUY+yaD~UC(2KE
z@#o_>o`;lT6l11(7&zO`^`ZWvn(V{%ynigI?anI_Nq;~Mo0;tc!Z#A%H6UaX`>zAT
zgyETdiKocg(%s!C^P?i-F7?E9boOk`b#BK;9?a75HOkbgXFVXigTa$F;tMVtI}lvq
zi3}o~=TGxg-UmG?Z9GlF(yd!zol9L#-uMNccvF$PJW>9Ne1|8+0KepkYBq`*^+lJL
zD1~Ou?uR;~nv>%Ip>PZ#`MX=6y3PaT=^7vNM4L?*ed--gq!_V-anzd_Hml^-p2!Gw
zeb$p~a{5D0l;renPn=h)`(N&|H0VcoqWoIj8JlvwC&f$tw=wafuL!X{+7snx``Or(
z`(jh}#U4IUrJvd-{3*T`@O^)pr_#RfPw`<L@ufIkr~6ZUSl{!fd3gQXlVZx`urJ54
zxFR;?B}u_@p8haQUo-4S;8ZIXiw?QUrE6HN@<d6S2pEb>Js?o7FI&%f(rg{B{EEva
zh_Kn8=F!8Io|K51|Dq?^Tj$1p)n#V#bet#3UmL#SNio2`^h8PXsl3{yDN2bp6mft)
zLvf1-N*ezkJ#i7at^ArRfk<_fC(f&Z?wI(iJn<&8Kk`KRHS>CG%Kq25q8KuZJyCu#
z?Xf9W`BQwg=#Tz1Po<cAt;;-EmD>Gj9;|QqQ+&MM^QU>R4*$B#%Ve}yqVhDV9|;V`
zKvGmMd*a+?ah*%wM$U?gJU%M&Q&Ew(L`DA86DjrW&4{?%^+upnN{<j|Qi8J^`4dj6
zwY^9EAP9jy5L<e-ru5o#;s!@y5j#h>Syr2klanIi>Ji7*S@<-iTl77csw*;yXH;}q
zre>$^_Yy_CdJYlTXSO4q!Z#S&*Mtomf3<OD&!+mw#_*RQ12^eL;I3S~cIlGU*zVZd
zlxj@1G|_(3>CIhTY8R#Aa|Raenlb;+(x$cSX?W}GNMZKo4x;d0qy7nKle1ig_Q~{Q
zQt4DJT^~7(c0$%GI?7f<EECgdZW^9e%@w+uuQo|dsaGf8Y(QbEw_}><yW1D(zmasa
zT{V^NF{J7hU6<e)u=_3=C225WX~~$YM>FbpK!?O8Fx<?jpPXv1DrE||_Hyj47SD6(
z8DZ3`Q;}9c0?Yr#!mz2Md7YF$lYQ5+HJ8%jn^Q*XI8sh5vL2nnH<{E%+MUM5g3j+L
zq0+}2VvSa?lK>-fz3p}QZ6<p-o?EXS+7)C{p~^|RC7RN!yn3&JjWz08u)tFOj9{jg
z(;&QaCxfUbZFIPD*lMx*_CU3;DRkJfDaPIoTUXKP^KFr`4LOC)z?7(CJw=4I>dss{
zRw-x`8nt0xg^RnS({q=5)i-=aJ}`O<7KjNsR88>{lmy(z>TN2JEbz)oFvY61LzlGf
zea9XZZ|YQah@Yarl^Mnh7T9Wja#7&kn%)fzU7}J?3{^#EO?%2NhP9`S(_L5*t;1&r
z_Wh=T2{wtAPE69YJyRzMkgeYZYQ4?>IU!8b=q$u_0)dti)#B(BaBtyKGxRj8eI(gq
z5xJ$FBni^qQt93u3+>Kj15VPwa-ALt>^2`i^i38zm2PRtVFP7nt8UHjxhX|AM_s(A
z(I!x@R(>l`1)@dw)P-=nvsAshGc~E2nnos)NjS^9$AylPX9*(Ik(Y8Y&D*0gI!51L
z)njU?Re`6G(johPWa(5rKyM0A{`zDKarn2R3Nfr-i*UF_@YE_JuDVPTZ3}co^t5=o
zDbJsi7&TB6srHWu-WJ@TC9q~-=G~H|&8|ZURea+d;L0ZCVc2X#-vn$=k&9(NjGLgL
z;9-p_I{F^N&lAlZd-K*z^EMh8s!al7c^AyEr}O<JustG$TM_c1JDNaOX!95BKh=98
zkW>?6VOHI1@)FSyOcn4{=eGpfQpqc(CBS8Gv}LLeH+H)IfzxCpV0Jq4fFPA#n3sCL
znxbT)UeRqBny0t6XsJRK#tO^jYwOIY?-VGYVq~Ka?tx*Bx(tN1aQ<EveF0q&!AXUx
zlt*Sy6P)ybQ1)iKKqK+s(*>bnwdKV(jOZ%b6m9%MhJ#V+79rc`8~PrNPM-6LiB2~@
zH&AWWH6F7Kx-qmUO-OU#(x5eDZ4|t;=tfbdWnpOU!rAhI{Yt=O0_07k%e<IIFb^2J
zVw)CS)WylPPLsb%gKA`po>rZ=CB&h@R_%PyFvsQ&_UPaV%0Q{nePWyy|CQ@BdKsXI
z14N^N!v9)X^o(yid^rZHUeaK_qN~ut*{kKznM^-5Bwd6ShOCQ#q-)TEkOoYvjT5o1
z(bCy&++OUgC)JbQ!r$}sRqj+R>($TV334xPY*^70QQ>r+W;|jf<$8)ZG_}hm4yMYj
zJ_H}xGcJ78XBT~aX`T*C4SLLn7qW|P^N-}aU;))?wI8UkHht~T?9`=8NWF>1O1g8r
zkDa9G=F3PJj2HCE6Zi0nuG$<>6N)nVe-Wm(Pu1$hvtAwlxRFRK=YZB1=xXY`@@i!S
zbnEFyLItA!W(6~I_(0EXDFy=d>h32bOVY*dhG=fLe)UfbSzcktOR|{Gxqw}=xr(SR
zJhJ)ulakA#?QSt*!R}rAQ%hN!1^P^wUTE6>|K}P1@Ml)MV$E`XWl9m#5a_AhtjA)I
zrmB%Yw_<v<SSxA_l!cM7UOgI#R#yn^6HkY^2~PiwcARi8x?DWQI=^<+rN6MEd5{7u
zB5S!?_e_D}D29r$-E`Gm1Q*}1n^(E_O!G!Nx<8I1`A$3;m#7^#{ur0soQ8vF77h~s
z5(sP6Z8_*bz1se)Xx@y9*|zJ{0uzzY3Nqa@$LjO-6GhSTjPdC<!~sz;8OS@*-|x97
z;^^f<d8M9@76Ep7Go!W&zMcQ@cnDxNLR}{?UQ9ij=X_a6MkO8sNTU1S)H_1Vk7d_h
zuy8-+m%bL@U;3nMz}E!diYx)u0R(R~*Dzgh*GRFm_{EXwVzw|up?ihH1oTAX8NW24
zPP^bJDiQ;Bm#!nu+p!=Ufx&~6p@=?J(M`=>$xSnWI(yXL{0syMtLvI_9DPOCp?irE
zTlfj11wR&<qMI+>TOG#Y4?1+aa5!m~9#N_VzxFA@Bd5*{lwbp1DkiV6I&?{FM2eQV
zCN5EnP4|sP;#xV>`2xab(#m22^{V^@L&86SGks7P{%#lE)0<mz<6n#-XM52wy(c0O
zZ2uWX*zwyi2kANcJ%7^V>(!6)5bb|=92R=Q@2t?CKGne0t25nX&z#&Q)2*|S#mp6y
zuIh|Tl{!i{b~1pNwj#R~zqP$Ws94+OF6?>?F5Rp<5N0A<gxRh8gCQBg*+!`>pgbnY
zXJuVUebMSZ;K=2V_KL>k;$rwtRI0h5QSJ3-zt**#F;?LyNt9d_o}_tte09-)(Y5w$
z!O^SwJE%z}{kKH^_zj=RqK$pjwBDT~AFAlKZjasvLIhtc>3Z)0QX$<cx(Qq|nd|M~
z>%Q~Svu!k@>CiAhEa;)id9#3M#gaO#UeV>;dqga#jPCT_En2KNx(!zpr+*b)UmKwn
zI1ciPEZ<zaJ58MV(k-;RLnNxE)BUtelXf@J4i^92w6`HyinSVsK>ZmJu@|ZuWi-B*
z2gceAu?pYF2kmcsbW-8A(caSu=i>-py$P3{0M(Irx0^a>_qsZsAozSOm>adtzF8=W
zJ{!^WdyN;JB0h%*d{#k_e2LW~cx7h+eh|Pt41my_SxA50m+oUR6ej^&tbZ~Vd_~~G
zOI}D_J@AxP+XTdiNXKe(PQHKu7NDDG^HK)jH}bn7;zrYn)j07-)27}Ipua*K`RwB8
zplUkU3ukC__t3(q|4p?H_TWM`z^Gl`xK28gL0#sJG9I^xzB3RFhKPL}u_6Y7APQe^
zMaTXkNY32qJsoBZm*MD2#IrWX=&)AKA$Xy3&~J3YrJLpTcx#1UHE6XWi26w`&|lNR
z6^*MK)VFa(9|s;rpr>8kQUO<CPy@#O6l^B#;AIm|t2B=5>dFx~F^GLK)w2k)7oNIz
zA5)Ab<;$atb1}A&ZRwyh(?I2Ri8Naa+=B;^STfdNbl@Z(otsIBqO%26jij+S*^bsu
zbv5d{ZuIUMg(;w6uq#Iv(yLl2sK`~GV++;!;|#qxINn8}9vW}Jcqqr`aH!`cE{q!T
zprOMH)gjeX7=W&=n`e*MQ}u{7Im&aEq3V@G3QgsC6esKnG4%{ys8LW=`jZKBU3$m7
zaAi7TcaFeQcLLkrS>$#7RbwX?32z*9)dj^OuyzIOePFTrcro1`$d{rc#4!2ZK*#dU
znqpN<C$wSTB2w1oTGX*o32W#a&r=Qxqp+KQub}wOO+%Gd2OVrs+!NR+`fNExk3PnG
zPRUbC{RhkG^FvY_JW%Rmks!y~<NQ=E5@4P8^g(rDB#hyM`mB$XyEzhySy`9|BVmM_
z1-oRr)tx=kXoEdD?gdGWI5`g0_v14Ra-cl3^aTmU)_632)eUh_rq~;?$B&Et4FQZg
zL=NnZt}*O_$H*b=Ymyca#U3QL+&xF`KLVTW!0EfbuWf2Xt>Ixl^!ig5NNQ8IC7Z+e
z2zzfmyA-KgQd<QElEi$|Q<n>jXBsZETDDqd7#>feUTv6ZOU|xfn-7b{l2|{>kRW>`
z8&oJ<uNKTRNifj*I3u-Qq9TMYZYr)C=SMJ<(^k~1BO+3bsl@KHCAt?SyLqe$v)$Zk
zUf6E#G%wr>e+Dlw;n<Or?&hxhYu*S(zQ-HG6rS+LFquCfhWc-p&cA#yOla6rFA!6j
z?2BSj3lT+>T8%*KJnu{<<B4D*r+Ffn#OD#g(g=;~y%9|00dEXbdCD8ZWL`!LB%yu4
zJ?dX3S--uyET$ZYc)j{?WlS=0s#jI3G0ebtyiZ+n40@F%I3f`H)wkoIQ*|RE*#1*>
z(H-+Y5QW43Aj6FHz|+Al3Yu`^u?9yL(%nsm>Wbr{(zy25tCw*zM!r4}na^y=<lK`O
z)YB&t1`n3d>#G~&G&t9!SQBY?X6syhvegI@2Wn3QQ-`!0P&tjGe`ms}`?>~zZ`s$Y
zp*<l{sW)>^++511VvQ>V)_^tEX@!86X=3#S;fUIrLQv~9wT~BsBWkA>f?8(Com&`?
z=v`3=Yy%xneRDx52790oSOcH3^^-zi%jvYO7YjixW3cM&p@KK(Zlzi~R8u%r4&S2W
zo5IO-0v9FyKAc3ya8c5}JBn+9Xo~gf9ssj(z=A=<v0bJ|4E0o4Q=fiGET-vOB9Num
z0sgJG#NwOYCjwvkCE!2&U|xK(nlS{}pn}3nzsXC13~LMpwz;5i`Fq8wIyBp<S101k
zEO#dSZ=60=jM=38*Q+cJs4529E@RZIx8zJKHo(3^>O;a!tFEh8%ayG2bm*h2&{^Du
zIK2?3<~Sy(8WHjc<6HcdHDPsN(onN&$u{YWCBY;a6LGx^Awcab2m4s2^ryc3X!4Dy
zUj3xBzYG^F$Yq*vcADm+&Kzb4_*R~^VoZgJlKSb922C&V83p7)m{cpvhU(r~2G{lK
z$?=-Z|7-0`z^kavK7MZ|Gr8Du0iz-air^BYNhDyfG@!Dm1VmY?0hikl5{QNbvH(FA
z#RavW5^XDLEr?ZHRNSdwsbckUuc-B_O05f8wSXJ7r79Nv{_mOJ+}tFB`aIqT@|*Xp
z?^$Q&oHOU7vvE#w<bscPqU>Pgba-roTx1kf$3f&hjIr)sOBF{;Nt=M%)&SSbOd5`I
zt@+~2uRW%{d8Bo_vNzX?DQje#nD$)o=7*2&?l|sS#nZ05*Nnk;oAOrh9dZRV`;Ny0
zCA|ly!)D?%`sOOi0Qu1z@G@ENvCPaFYJ6>E%D|1Yb{`!}1+~(?_Uj|v-MYfvWQn5A
zZ;YbW>|D5RjVf%p7JH;AvTj#@+bm}p9_upqYm{r_zHQcgT@#g-ADxRDnXg;nd)7C6
z+j?~&A%wdywr*}=v+7#hxzD0K*r!)pPmEkuhPz8tS7oen9Ui+hvi_<i{NX$8@L27V
z-Nh7Ugp^scTPK;>D2IP*{jfEyk?shaG`b%?KIl{k8*Pv2J%q!6G@6?6i%xrs&dj<D
zyV;$>3ymgy<!^p67R!#=VTkc~{PSdILtHNPKVJA_tx|6&ET5&1nk(z;3Qy68ls0|R
zP#8`u6gJdX6o%jO#tNGn>I>b@^@Ss~k7jv&;f#uk!hr(|iVBWQ4Jxdzt*B|5URhW%
zV1Nt@-A2;i&Wml0`mKD#3ddDXt1qu_E*w=kS0C5u!|B42b=qOPcKSGN;6GX8yA6et
zMvZMKJgL0m<Vj@%iwXu6G)zCoMH1;-J?QA-?<64YHve6O^Ie2dC|wHOE8cgaQaY$_
zRRiW9U7RW&oL@eBc1>k|I5|@E&FV!>^)%|1!&e8SIz|!ZS5?o~*5F@Tm!lG=KF2b?
zQCC}NXw>FnZtAdLrnNt=8!IYIYI94L126Q@=If)-pM?|Mids!vXJDUlv>NG@k2;%V
z3{9%*G<I95{bIBAWNM?p4Knv*v65*`)isUz)wRQ|ai?v9jBB-Qc5;^&n}Ja`snMoZ
z!5-IJC42O4m26O@RdSOfi0P>x<n-hZvU;uRI$bMzJ2)%6(lIwS#e<V*l1HLCsS5Y*
zVhMB?p@%k8Dl$@Ds|QhbRaMWBXmdwyp2+R}X?~;ehwwXbIZ;t?&WKsdryVQR;GAmq
zR7O@Jv&*aN!_cF$vAI|0GBnOCHmzyXStC&)m`1JRjG=2cKN;q+66Pc_ITFd`NF<vj
zTDH|%25Az^O3IC0NsL@($T}R%+*%q^uHz+>wT-enN<`+F#wj<Yrl3?J74F)6>NE6c
zAWK%tPX($5hO<y`nH8Q^VV9;tI0dAvmqW{e*|S}S@Ng9xhNDI<w?YF|VViifJ*zDo
zr+=MYSwgI?D9x(q89q|!H#pfU3sgtk6o~woRT#h0lX>0LSY2alRpo{zJTvxvB{bTX
zAk@W)ZPaaNqI%Q*UBH5@vW=3%S{VjplLFyY%#X)9Wp%Zir+!}NxStbT==Unf&hoo@
zFT_gy?4{W<^X^!(R7QE;vYY~cM5$j?;`jFc)SOr;%U)*b`@s~yTM!qA`Tc{g*`7T8
zJ}&=W_uI3x{VZ?!k}|))*Y#}$)5Tkpz0~jL{dQ5QtonO*E-uaX{qBKxMu}|u1>TN$
z+zh;*E;fU`y)WZSoqYb{kNx~cKM}0-yT@gd6?hkCl_`u|@2<sVit{+{udy=!pfP^l
zSn1WZRO-dOYZbgF@gMQG({i>Sc$;G_e*Y<cuPIKYd$TQooWNVUIMF8z`@X%Lk@rl~
zN*NS+A9#rZrR0fVWp>~n;C*s#V!h0d^e)d{FC{;1Y{|~?lisq$Pb#2<_fb}fl<w=T
zR={SyeZI*(yr1PPmHocn`3qM{&hd76Ef$^k(SnsSKipdpFY^yP(f3!&HrLzfCHnX|
zPdJ+k<ipZ>{i3RD-+L=aSTSXJA1-*wW#h`li4wUx%KI!!HkPr=7Tqov`+J+e?@DS=
z;C))3DE0ld{-B^+l@ig(yFN#m<h?WBO7MbQxy}xH`du6S-d66)q~@i5UR=(Te%=`h
zDYtB_-0bT;<O1vzcz4fR?<ZC6c}Muk@$zuIIqx*Z_r1O2e$OEHSN?!2{c&RyQ*D{w
zIcSpaeFE>vMBG=wnF7x)Zgko6;e0EtPQefSydWu8f%ja(Op@NZd8JPNlTsDRWl==&
zAm!9~CZVL8-QDwUccK1V$+C*JZc&TOhXmfv1xjJAuDbcfP5zL4zxXMC$Z3A@SbxZE
ze(?+iI8`3<0`FrbW<;4^R3?81c~>-7$+$?Sri(AR)E^pLEwd4U_kPgg7n%8BZ$)#W
zbcS=eC8(0g{@zt`*|{nx^7jv1RrM}#Di(UX=CvpzuJn6hzBEyyT2j^GA8tVvd)LgD
z$6$-1@tWg)=LyOauerb<8dt&!18-TP%+I&P%6O^rEb#LK?~9zcN<PQ?uM83j?Mv06
z?lVnGZ;NNut-E*af-*nH5+#2ZFR?0D6nJk+hq!-2;H_#d@eftKwzR$(Sn!<#Z*{ZP
zZzc2%<%vsZzIS7@Wo(i6dQhsWcWwN3IUVj@I^WWixI<RT!dEl0aDaCcS@^2U!p@Q{
zge>ottTOchbxtMk-9=?G?B`vlMq^d{VYPgx>doplPOuE@qN2%m+Im-<Tc+M=Kl730
z{UWO*3?}qu)i&-uC|^qFOtse&tP5%9xnHo;A0H%|)MK6M_sjM7y;5$J9h+Qs9P0hH
z`6U^YN;WM_wm`DHf97Ns)nIRpifVj`-y@jn_ufY?RI}f5HQNuGU8TOCs{53yy1fJM
zx_M>(A%VFq^8Or@_@$Qo9)Wjfm??p`EhlcZA#59GT23AA^)pB6E*0DGiPG7dS1PS#
zrDSc(E>m;7IQwG-xOLH!u5&K+OIP}NrRwsoi#N*aP;civOHeQG;)LZ-SMNXb5~0Cm
ziQCmmK3SNsa?B094;Ca^)J}49C3JBu>2>QMtW<Ayl})+&H&r&7n1Py&YIR^8@s7|m
z@O~;|bpV}b_y?*UbXM)|rhCHy%35pgn{q5m)w;vr+Ix%#Kgr6`>zuUh7wFE^lNUzs
zxh(Y<UbjY9JFK&}+VW6b+RAk4*P3?mR&dKHYvUnHyZEcZD5mJ0)B7kE&+cSpGPRF1
zjeCbB-ZoicmM_QQ*6itNob<xBLx*XFn4T5RNj27`s&qa;l?@J7Ro81qM+ZaL-lySy
zvigEir-In(D;<<tUp}KUCX;9$z4i93=OB)L(j!Ql6%f(mUM&5IOSqAoi!lt02Zzd7
zdM9fwdTHdLPfs8*cQ%qeY3U7Js_k+Ax@hU%VZ+Q@xU+)WE6BE2kjd=&y4mG3EJ51t
z${sCJ=p(!EWKpxQnQ>E2he_ydB0by_8r4?olnhzAjmToDF%6S!nW4*>O68)q8_US6
z@Dq!u9CU(QgEq)_ZzHL>b=A|u4bF8KQhNKlScgR?O0u3pZPGFJRjaF<u2Hh{`p4V{
zAyO}Tiq!BMD`M=Z#OM&1Xe7`r{&l6VEkzqGZ><7Y)`h1N#<ZW9%9Im1w7Xc9-u7Cb
z_1r^gOv!F=2W-Yt$A>$8jbRLo*SJ`i4Xq!nq|ynOrmg#5RL-%ahJmVPrms`!@X|YA
zg^r?RxYeQx%2ch8I#y4<ViUsIbvk0pPFGB6$Lfa0bbD|MJ)=B4Vwm|3k0p{jt9N!v
zZe-m@57R@3epM+&JJV@YH@&NBYgSp6(LzQYsF(5Sl&cuj2hDzIFsL&9_Uh_b_)uM$
zj$KQ7+pay5s<wnxFZda|aNGHZ))Jc;UDrVDS1-kh5;Z_+=EyqRWnM!`I=ZiZ%qXh~
z>59ZB(Mm_SyF#j7i~m$J>|MojbY_EFq~Km4QpeTLXo$IUd!&pVooE%G6NoxY)y1Nd
zJ{4VN^X|~xTQgQ#%CXw2EeF!M*ZR}uUDl2~%=m)J`at%ScKU@)u(j1$Hf9`|7UfHR
zzK)uy(Xd3=E7a=n(b~#-*FV?`tn%2lA6D&%Dx$R~w`)bZ#I&HhN_}FZ6{mY+3+uZw
zEGi>aa}|)Rt&fUgJ|cZJAbpi@jxsx~Hp3!mXX@OoM4}elcA>u#D#bH4iByo5du^50
zCu5mgV27SaZMcPZ>eTX@CfDh8_^ME@)4M_HIx0|?+}7Qi(}ymo7~Ay9t}NYAR8d~!
z4@;*l+LbZ=ew?;hERD4yRzvd{jdl2N*O=4gY_;a3ln$e^vutchNUU*Yb%WKU@*16a
zs%G!bt=+@sm?@2iH|Q`@8g2Ui##ByPokHD!6q9Y`p{+q|SI1atq{cBOtBs`RBcrBa
z^*q{XlN}<Xw3n19AlC*nPFPXj7><e9?NNR?21F5Z$Fj{&6p@2WqdT?+15J_HIuuCF
z+mfBRFIp7kSr%hdIrlhuvxf;c&30)v!j`W})%qFfeCgws{igdADQ~*CQ^)6~`yhAP
zMtEeHw0C=KEBAEQo>5odtkDehqTF!ohGl12saVwgw698Tg&Q~cuv;3_;1(BZy^cNX
zkh86oDdQWZ@H8|<U(uw&d27GNS!b*pKKHh9QQxjs5SdN1LU*x-UEicslgdB6<&+9i
zTb?V;ty}yv$)dFnc4Ku(4R39&H)Ttn8flvcwse=88e^*wqxhABZRe(9;WvQw7Mf*G
z)EF~VYQLF~;&QbpdN7(Cj{SAGJ*E4V@aCKTA}Tdfy`AePmA$Sf3JWmf$mgi0EgYuX
zN5;f-*egfXGvlGuidosv`g=};Qr%*){EI{lKIJcf^`h2==bs~Lu&wuW<TH`SB9B5I
zhFpw%2y$=a&ot7jwe9&mL@fr-->ETS<CCJ6$mgFa9wM&R(3QzGqFw{?PZP~wgNC^d
z5NkyR(R-+PkmR0XKQS&^cw05dXW{HE%4_~!Vo%W*wSGNc+aox4mx|^;OVq!7Ey8f_
zbSRs1_mF7eHH+r%H)3~j73P<~YRt=#M<5SHRvtQk`yfl#SRaKWU1A3-s$8*0EH+Ge
zAKPE%(mB>e=KJeHSrR<2bV<M922n`}x*~6uVDc&YWA=a4A7hLDnE7^v<IF{q`ykI(
zxLsqhvy7ThOZGuFN|)qk3g7IFoh5HUHcH22IkHispvhB^jjBh<{>Vm+gC_S!HmW?6
zS4tTR->9mQJP+BZa!+oN(q?Z|xhEe+HYz`ocOe@s2|bXFiXxdnHY(4PZz|muo>5UG
zpGP*zNm46foxM@NWS;(*d!s(sNLu;yjm1uSP2U>HfAAta7dF6yVGro*vo3SLYe&e}
z;EQk_TnjIU7r_Qm`UU5}DR2Tj0``SjaOb~6f3Lt7;63nGcmX^YR>CvkFnAQ~2M>T>
z{ws{<6Zisr8m@t>;bm|sJO@_5Q{i|x1Qx;`up8X|aTxy=_yT+y-Vg7D%i%IO8_t9i
zVJSQs9tjVG`@tCeRA2O2IXwjLhp%l9&0mBM!294zcr{!En_vo_2KR=0!PWYN)9Tl?
zuo=#Q6W|!wA07<5z#O>a!%*K3;Nx%uTnVp+b73tkhg0A%coggh4}d=0^+6c#yYO|m
z7Tyfcht2TE@FX}8_J^IJ54XM_#`7k88a@JVgTIE$;1W0uPK85Z5zK|(ga3IijPFDE
zfACN6c6bwPftSE?(aLuU{2?3&yTMLy>$cGSoA5dK1Y9RtJzWbghKu1@@Kjg~3*f=9
z2i&za3~vYgJNz4b3_b{Nfh*yq@O)SW&w|ImA+R^x7kcn>-6$+wZ^2jK<8T991y{iN
za5kI*C%{5@IP~D>{|MuI75)X@5ATG(gg=9gum+w4N5cbPF5LDm>4Lw9cf)cx1@6*!
z=avsU;6L6D>%$xH5Aa^N94><u@N_sD4ugk_7XCpn4nO;QX#OJH2=9Qmz(ueLo(?C$
zVelw;5bO?jy+!)qtMD&y1N<HQ75oKU0_Q;=?s_u}_tA$!J^-(QEwBboho`}lVIe#m
zc7ZwY^$lV8FTpi%HLQa(;8Zvf9twLyAMScE40jWJ9{vWdf^%RsJOfUK17JTGz%L#^
zZ}==+16RX~;bK?;Plw~-@o)g_2Xo+;e+c8-2H%3uz(?UKxB}j<jZCe6-U%yjiM!|L
zGvSHwSoq!-a;$&(dZ;vihr;*uFmC<s+wdv)F#H|7170PX|I1)4tb$|VNSFuvKp*bX
z!@q^|G28~<fG@-K@E&+G{1sdZ7r;6=1CE2E;1A(IxF1Zyf9a*i^m-3&hMV9<_!wLd
z?}01ea(E$J2<O0RI36Ak2f%(XAzJy^OO<hlUJ^{d58zwy75E%{0zLrmgKOYwcs0BN
z){7R;+3+mPPlcs$1T2OHurKThlQ4ig^^)Pr9li@+hcCdV;Ra}5lbgR=;f?TWcm-Sv
z7r<Ir1*gJ^@OU^J7QrLnfp9;#7tDh1=%vf_dJR4gpM-ya_rhyn3v7b3;50ZD4u{3?
z2-p|y2a_-h?$nE%>GdIe7rp{tfRDos@YkZ1|1aTra6UX;v~VZEVpsrk;rHNnz2utv
zEpQ`z4BiTFge%~3*a&N2Ih+EA!(uo9_Jax0wIBG7UfNB54ZZ-MhHFLB_hxtrJP%gF
zGvP#73Jc-kuov71ex{dg3;&<+CHO477v2VMfY-o9unA6u6X6N)7<dTm1-rpc@O=%w
zSbn?>UlvWj=ino7JzNWKhS$IrcmX^Y*1{?{1x|pYU<o`J_JBzkz|S>^WBUCIZh@QO
zi*O^nN3`_a3Rl4u@P9-L??TuN=fEm>7Mujf!eimlFdrTY6VL{qoZcE_GQJ02hcCgW
z;KT4fcssljUJ4h(x$qoV0Z)X-!lPh5><fFsFE!|8`Sl5WUo?H+hJS^BhL6Jy@YkaG
z|0Qg}{1UhbHo>#uG&ou`|29BqJQDLf*bD9h6VL|hOwWI7kk0r%+zdCtXW*mI_B1i~
zcfp(B^>8^{2G4~Ja0X1lNpLJY1`dG(U_aO$c7Y!JT!YZ2*Jjc3VH121u7lUXtKc%Y
z1Wt!%zzJ{+EP#i>17I%vRD+rp|91Eed<{M#nx5<7D!2kJ6wQAltj4??o(jjqL2v-<
z3KQ@H4XRpv@4%--3;$ub4)e8eHM|yH4ljbua1NX-T6p8&F_;g5N5H;tU)ULbtU+GW
zZyS6Az6_s%kHX)G7T+p(73P;g+f&HGn+wl|)8MIaJRAXs!UA|0><RaV0sKNQ2Nusi
z;a2z>d=WkcZSN#=zYea2tKqfqa%g)qnfqoq2Ufx};RrYs9t69?|MK4QZ@3k{315QG
z!h7Lu@CJAdv~8<QuZ!T>a2h-fo(u=WAHaiQ5BP-!=`Fnf!1v(a;gj%>a2;F=Z-m#u
zC2$_Jc_IscI-CM0z+zYcbK&>kc1;?Xf1BShZiJ7)_3$3J0xpLa!iCW0MJ${ta6CL7
z{s<0&-C-B#!OztQES$}76Wj<NgSWyP;R?7MUI-V$aySK!hsVPo!9g$&_JKB!W_s<?
zAESoB9W^ZI_y&9#J_8?xzlV22y^cG7E8+RD8P0;0a0;9NN5f%oAnXr&!+l{V7>7GF
zzoX0G1GpJ(g3rK5;s3(B;7#y)*a9zs3t=Oi34a17!*TFPQB5bvgEoI?vR-2x)vY=T
zj*<I5l2tT8SJBclS<hGIZ=0TD%={GkHCelPzgtz$lKOvx1*qRO@|2Xr?Q&<orP$w!
z{WRozkT>E!`ijry|17)*ux~V3ZR}HIo3AzdN0F^uExr=uJnWxE9*6(^b)U1}e%QZ+
z{V4oTL(ay2JMy#glT-#oD?B%ttUmMDdladD^Ub~7KCk?--)H*YMPbgC&h|T4&P+Z}
z?(A2i|0cJPKYzi#tIX_o6LKiUVkbEHyqL8c`yD2CICb(0{mqmYx05Hfld}{~rhB{2
zl=Iuk+uO-o+sSvell4h>oA7?FbZ3TtXgl|`E1B|3rKV15EE*gg<l6qg*i*(<EQqCM
zRnDrg6`{`U(UIF}cIa!nlU=pG$Q%tE(#DZ39C0?|i^C5)2Wk7!(V@wt#-pQeat4pl
z>WxtYcVjU!v~Y*SYAMWot&w$cjgvyvTG8X=-5vugr?vBDnUCo;r_6O1kun1Zwb^uX
zbaA+>r`o04mYd1fk8Aa1+4R&zt$mtha%y@*U23M*9ooXz)YPvFs-U8-M(a;992U3V
z7Bh;rgVT{kqbH6%d*axtiDM@<7Kh&jjzPys<zprtl^Q*|qo;x2!jme%kx_Yt%df)o
zfK~Y4OlRk+Rk>=ZRXuvNDna`Lsm7E}94njAbI1QMy|BvaO1m{UV@|1_G*HPJHT&er
zsZ15VNnW&Z{|&MscEZS!?6jzz$h5j|NC%VR4kkx+Fc}=H89BIv>7WiKMRHdZ8+~G`
ns$Of%2X?R@DE(72=Fd;*bK(ZuCr#g)rRE;l!JXYfVzK`RGsFB9


From ca690b5f23fab412c72199606f2514f371ae2039 Mon Sep 17 00:00:00 2001
From: amarrerod <alemarrerodiaz@gmail.com>
Date: Mon, 4 Apr 2022 16:57:20 +0200
Subject: [PATCH 11/23] =?UTF-8?q?=F0=9F=9A=A7=20Working=20on=20the=20lib?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 CMakeLists.txt | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/CMakeLists.txt b/CMakeLists.txt
index 46914f4..07943df 100644
--- a/CMakeLists.txt
+++ b/CMakeLists.txt
@@ -12,7 +12,8 @@ set(CMAKE_CXX_STANDARD 20)
 set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -std=c++20 -lstdc++fs -O3 -ffast-math -Wall -march=native -mtune=native")
 
 
-add_library(${PROJECT_NAME} STATIC include/dbscan/dbscan.h src/dbscan/dbscan.cpp)
+add_library(${PROJECT_NAME} src/dbscan/dbscan.cpp)
+target_include_directories(${PROJECT_NAME} PUBLIC ${PROJECT_SOURCE_DIR}/include)
 set_target_properties(${PROJECT_NAME} PROPERTIES VERSION ${PROJECT_VERSION} LINKER_LANGUAGE CXX)
 set_target_properties(${PROJECT_NAME} PROPERTIES SOVERSION 1)
 set_target_properties(${PROJECT_NAME} PROPERTIES PUBLIC_HEADER include/dbscan.h)

From 76c74c206fd1b95882ee44524bbef19e268088ba Mon Sep 17 00:00:00 2001
From: amarrerod <alemarrerodiaz@gmail.com>
Date: Tue, 5 Apr 2022 15:45:15 +0200
Subject: [PATCH 12/23] =?UTF-8?q?=F0=9F=9A=A7=20Working=20on=20shared=20li?=
 =?UTF-8?q?b?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 CMakeLists.txt | 21 ++++++++++++++-------
 dbscan.pc.in   | 12 ++++++++++++
 2 files changed, 26 insertions(+), 7 deletions(-)
 create mode 100644 dbscan.pc.in

diff --git a/CMakeLists.txt b/CMakeLists.txt
index 07943df..643984f 100644
--- a/CMakeLists.txt
+++ b/CMakeLists.txt
@@ -1,6 +1,7 @@
 cmake_minimum_required(VERSION 3.0.0)
-project(dbscan LANGUAGES C CXX VERSION 0.1.0 DESCRIPTION "DBSCAN algorithm")
+project(dbscan LANGUAGES C CXX VERSION 1.0.0 DESCRIPTION "DBSCAN algorithm")
 
+include(GNUInstallDirs)
 
 set(CMAKE_MODULE_PATH ${PROJECT_SOURCE_DIR}/CMakeModules)
 set(CMAKE_ARCHIVE_OUTPUT_DIRECTORY ${PROJECT_SOURCE_DIR}/lib)
@@ -9,16 +10,22 @@ set(CMAKE_RUNTIME_OUTPUT_DIRECTORY ${PROJECT_SOURCE_DIR}/bin)
 set(CMAKE_CXX_OUTPUT_EXTENSION_REPLACE ON)
 
 set(CMAKE_CXX_STANDARD 20)
-set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -std=c++20 -lstdc++fs -O3 -ffast-math -Wall -march=native -mtune=native")
+set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -std=c++20 -lstdc++fs -O3 -ffast-math -Wall -march=native -mtune=native -fPIC")
 
 
-add_library(${PROJECT_NAME} src/dbscan/dbscan.cpp)
+add_library(${PROJECT_NAME} SHARED src/dbscan/dbscan.cpp)
 target_include_directories(${PROJECT_NAME} PUBLIC ${PROJECT_SOURCE_DIR}/include)
 set_target_properties(${PROJECT_NAME} PROPERTIES VERSION ${PROJECT_VERSION} LINKER_LANGUAGE CXX)
 set_target_properties(${PROJECT_NAME} PROPERTIES SOVERSION 1)
 set_target_properties(${PROJECT_NAME} PROPERTIES PUBLIC_HEADER include/dbscan.h)
-target_include_directories(${PROJECT_NAME} PUBLIC
-        $<BUILD_INTERFACE:${CMAKE_CURRENT_SOURCE_DIR}/include>
-        $<INSTALL_INTERFACE:include>
-        PRIVATE src)
+target_include_directories(${PROJECT_NAME} PRIVATE include)
+target_include_directories(${PROJECT_NAME} PRIVATE src)
+configure_file(dbscan.pc.in dbscan.pc @ONLY)
+install(TARGETS ${PROJECT_NAME}
+        LIBRARY DESTINATION ${CMAKE_INSTALL_LIBDIR}
+        PUBLIC_HEADER DESTINATION ${CMAKE_INSTALL_INCLUDEDIR}
+        )
+install(FILES ${CMAKE_BINARY_DIR}/dbscan.pc
+        DESTINATION ${CMAKE_INSTALL_DATAROOTDIR}/pkgconfig
+        )
 
diff --git a/dbscan.pc.in b/dbscan.pc.in
new file mode 100644
index 0000000..0a0f329
--- /dev/null
+++ b/dbscan.pc.in
@@ -0,0 +1,12 @@
+prefix=@CMAKE_INSTALL_PREFIX@
+exec_prefix=@CMAKE_INSTALL_PREFIX@
+libdir=${exec_prefix}/@CMAKE_INSTALL_LIBDIR@
+includedir=${prefix}/@CMAKE_INSTALL_INCLUDEDIR@
+
+Name: @PROJECT_NAME@
+Description: @PROJECT_DESCRIPTION@
+Version: @PROJECT_VERSION@
+
+Requires:
+Libs: -L${libdir} -lmylib
+Cflags: -I${includedir}
\ No newline at end of file

From 6f50381c1a7270dcd16803508632444b50f1cfca Mon Sep 17 00:00:00 2001
From: Alejandro Marrero <amarrerd@ull.edu.es>
Date: Tue, 5 Apr 2022 15:32:43 +0100
Subject: [PATCH 13/23] Update dbscan.pc.in

---
 dbscan.pc.in | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/dbscan.pc.in b/dbscan.pc.in
index 0a0f329..6f8813b 100644
--- a/dbscan.pc.in
+++ b/dbscan.pc.in
@@ -8,5 +8,5 @@ Description: @PROJECT_DESCRIPTION@
 Version: @PROJECT_VERSION@
 
 Requires:
-Libs: -L${libdir} -lmylib
-Cflags: -I${includedir}
\ No newline at end of file
+Libs: -L${libdir} -ldbscan
+Cflags: -I${includedir}

From c38c27c0790ff1418dd94e4ad1e963b2d24a5728 Mon Sep 17 00:00:00 2001
From: Alejandro Marrero <amarrerd@ull.edu.es>
Date: Tue, 5 Apr 2022 15:49:31 +0100
Subject: [PATCH 14/23] =?UTF-8?q?=F0=9F=90=9B=20Fix=20an=20installation=20?=
 =?UTF-8?q?bug?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 CMakeLists.txt | 6 +++++-
 1 file changed, 5 insertions(+), 1 deletion(-)

diff --git a/CMakeLists.txt b/CMakeLists.txt
index 643984f..7e81c5d 100644
--- a/CMakeLists.txt
+++ b/CMakeLists.txt
@@ -21,11 +21,15 @@ set_target_properties(${PROJECT_NAME} PROPERTIES PUBLIC_HEADER include/dbscan.h)
 target_include_directories(${PROJECT_NAME} PRIVATE include)
 target_include_directories(${PROJECT_NAME} PRIVATE src)
 configure_file(dbscan.pc.in dbscan.pc @ONLY)
-install(TARGETS ${PROJECT_NAME}
+install(TARGETS ${PROJECT_NAME} EXPORT ${PROJECT_NAME}Config
+        RUNTIME DESTINATION ${CMAKE_INSTALL_BINDIR}
         LIBRARY DESTINATION ${CMAKE_INSTALL_LIBDIR}
+        ARCHIVE DESTINATION ${CMAKE_INSTALL_LIBDIR}
         PUBLIC_HEADER DESTINATION ${CMAKE_INSTALL_INCLUDEDIR}
         )
 install(FILES ${CMAKE_BINARY_DIR}/dbscan.pc
         DESTINATION ${CMAKE_INSTALL_DATAROOTDIR}/pkgconfig
         )
 
+install(EXPORT ${PROJECT_NAME}Config DESTINATION share/${PROJECT_NAME}/cmake)
+export(TARGETS ${PROJECT_NAME} FILE ${PROJECT_NAME}.cmake)
\ No newline at end of file

From a29cfe6358b4e6c045e6b3f768cb77049686b2be Mon Sep 17 00:00:00 2001
From: Alejandro Marrero <amarrerd@ull.edu.es>
Date: Tue, 5 Apr 2022 16:10:01 +0100
Subject: [PATCH 15/23] =?UTF-8?q?=F0=9F=92=9A=20Working=20on=20build?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 CMakeLists.txt        | 9 +++++----
 src/dbscan/dbscan.cpp | 2 +-
 2 files changed, 6 insertions(+), 5 deletions(-)

diff --git a/CMakeLists.txt b/CMakeLists.txt
index 7e81c5d..e0f7009 100644
--- a/CMakeLists.txt
+++ b/CMakeLists.txt
@@ -14,12 +14,13 @@ set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -std=c++20 -lstdc++fs -O3 -ffast-math -W
 
 
 add_library(${PROJECT_NAME} SHARED src/dbscan/dbscan.cpp)
-target_include_directories(${PROJECT_NAME} PUBLIC ${PROJECT_SOURCE_DIR}/include)
 set_target_properties(${PROJECT_NAME} PROPERTIES VERSION ${PROJECT_VERSION} LINKER_LANGUAGE CXX)
 set_target_properties(${PROJECT_NAME} PROPERTIES SOVERSION 1)
-set_target_properties(${PROJECT_NAME} PROPERTIES PUBLIC_HEADER include/dbscan.h)
-target_include_directories(${PROJECT_NAME} PRIVATE include)
-target_include_directories(${PROJECT_NAME} PRIVATE src)
+target_include_directories(${PROJECT_NAME} PUBLIC
+        $<BUILD_INTERFACE:${CMAKE_CURRENT_SOURCE_DIR}/include/dbscan>
+        $<INSTALL_INTERFACE:include/dbscan>
+        PRIVATE src)
+
 configure_file(dbscan.pc.in dbscan.pc @ONLY)
 install(TARGETS ${PROJECT_NAME} EXPORT ${PROJECT_NAME}Config
         RUNTIME DESTINATION ${CMAKE_INSTALL_BINDIR}
diff --git a/src/dbscan/dbscan.cpp b/src/dbscan/dbscan.cpp
index fab32d1..9fdef4a 100644
--- a/src/dbscan/dbscan.cpp
+++ b/src/dbscan/dbscan.cpp
@@ -9,7 +9,7 @@
  *
  */
 
-#include <dbscan/dbscan.h>
+#include "dbscan.h"
 
 DBSCAN::DBSCAN(const unsigned int& minPts, const float& eps,
                const vector<Point>& points)

From bf93bb048dfb787f02bd06b95c889274b5d02cb8 Mon Sep 17 00:00:00 2001
From: amarrerod <alemarrerodiaz@gmail.com>
Date: Wed, 6 Apr 2022 16:04:48 +0200
Subject: [PATCH 16/23] =?UTF-8?q?=E2=9C=A8=20Introduces=20cluster=20counte?=
 =?UTF-8?q?r?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 include/dbscan/dbscan.h | 18 ++++++++++--------
 src/dbscan/dbscan.cpp   | 37 +++++++++++++++++++------------------
 2 files changed, 29 insertions(+), 26 deletions(-)

diff --git a/include/dbscan/dbscan.h b/include/dbscan/dbscan.h
index e5d05e2..0fe829b 100644
--- a/include/dbscan/dbscan.h
+++ b/include/dbscan/dbscan.h
@@ -37,16 +37,18 @@ class DBSCAN {
     inline double calculateDistance(const Point& pointCore,
                                     const Point& pointTarget);
 
-    int getTotalPointSize() { return m_pointSize; }
-    int getMinimumClusterSize() { return m_minPoints; }
-    int getEpsilonSize() { return m_epsilon; }
-    const vector<Point>& getPoints() { return m_points; }
+    int getTotalPointSize() { return pointSize; }
+    int getMinimumClusterSize() { return minPoints; }
+    int getEpsilonSize() { return eps; }
+    const vector<Point>& getPoints() { return points; }
+    const unsigned int getNClusters() const { return nClusters; }
 
    private:
-    unsigned int m_minPoints;
-    float m_epsilon;
-    unsigned int m_pointSize;
-    vector<Point> m_points;
+    unsigned int nClusters;
+    unsigned int minPoints;
+    float eps;
+    unsigned int pointSize;
+    vector<Point> points;
 };
 
 #endif  // DBSCAN_H
diff --git a/src/dbscan/dbscan.cpp b/src/dbscan/dbscan.cpp
index 9fdef4a..24818a4 100644
--- a/src/dbscan/dbscan.cpp
+++ b/src/dbscan/dbscan.cpp
@@ -12,29 +12,30 @@
 #include "dbscan.h"
 
 DBSCAN::DBSCAN(const unsigned int& minPts, const float& eps,
-               const vector<Point>& points)
-    : m_minPoints(minPts), m_epsilon(eps) {
-    m_pointSize = points.size();
-    m_points = points;
+               const vector<Point>& p)
+    : minPoints(minPts), eps(eps) {
+    pointSize = points.size();
+    this->points = p;
 }
 
 int DBSCAN::run() {
     int clusterID = 1;
     typename vector<Point>::iterator iter;
-    for (iter = m_points.begin(); iter != m_points.end(); ++iter) {
+    for (iter = points.begin(); iter != points.end(); ++iter) {
         if (iter->clusterID == UNCLASSIFIED) {
             if (expandCluster(*iter, clusterID) != FAILURE) {
                 clusterID += 1;
             }
         }
     }
-    return 0;
+    nClusters = clusterID;
+    return nClusters;
 }
 
 int DBSCAN::expandCluster(Point point, int clusterID) {
     vector<int> clusterSeeds = calculateCluster(point);
 
-    if (clusterSeeds.size() < m_minPoints) {
+    if (clusterSeeds.size() < minPoints) {
         point.clusterID = NOISE;
         return FAILURE;
     } else {
@@ -42,9 +43,9 @@ int DBSCAN::expandCluster(Point point, int clusterID) {
         vector<int>::iterator iterSeeds;
         for (iterSeeds = clusterSeeds.begin(); iterSeeds != clusterSeeds.end();
              ++iterSeeds) {
-            m_points.at(*iterSeeds).clusterID = clusterID;
-            if (m_points.at(*iterSeeds).x == point.x &&
-                m_points.at(*iterSeeds).y == point.y) {
+            points.at(*iterSeeds).clusterID = clusterID;
+            if (points.at(*iterSeeds).x == point.x &&
+                points.at(*iterSeeds).y == point.y) {
                 indexCorePoint = index;
             }
             ++index;
@@ -54,20 +55,20 @@ int DBSCAN::expandCluster(Point point, int clusterID) {
         for (vector<int>::size_type i = 0, n = clusterSeeds.size(); i < n;
              ++i) {
             vector<int> clusterNeighors =
-                calculateCluster(m_points.at(clusterSeeds[i]));
+                calculateCluster(points.at(clusterSeeds[i]));
 
-            if (clusterNeighors.size() >= m_minPoints) {
+            if (clusterNeighors.size() >= minPoints) {
                 vector<int>::iterator iterNeighors;
                 for (iterNeighors = clusterNeighors.begin();
                      iterNeighors != clusterNeighors.end(); ++iterNeighors) {
-                    if (m_points.at(*iterNeighors).clusterID == UNCLASSIFIED ||
-                        m_points.at(*iterNeighors).clusterID == NOISE) {
-                        if (m_points.at(*iterNeighors).clusterID ==
+                    if (points.at(*iterNeighors).clusterID == UNCLASSIFIED ||
+                        points.at(*iterNeighors).clusterID == NOISE) {
+                        if (points.at(*iterNeighors).clusterID ==
                             UNCLASSIFIED) {
                             clusterSeeds.push_back(*iterNeighors);
                             n = clusterSeeds.size();
                         }
-                        m_points.at(*iterNeighors).clusterID = clusterID;
+                        points.at(*iterNeighors).clusterID = clusterID;
                     }
                 }
             }
@@ -88,8 +89,8 @@ vector<int> DBSCAN::calculateCluster(Point point) {
     int index = 0;
     typename vector<Point>::iterator iter;
     vector<int> clusterIndex;
-    for (iter = m_points.begin(); iter != m_points.end(); ++iter) {
-        if (calculateDistance(point, *iter) <= m_epsilon) {
+    for (iter = points.begin(); iter != points.end(); ++iter) {
+        if (calculateDistance(point, *iter) <= eps) {
             clusterIndex.push_back(index);
         }
         index++;

From 59b93d056b583eedaac584bea307d487084ac05a Mon Sep 17 00:00:00 2001
From: amarrerod <alemarrerodiaz@gmail.com>
Date: Wed, 6 Apr 2022 16:42:31 +0200
Subject: [PATCH 17/23] =?UTF-8?q?=F0=9F=A7=90=20Includes=20data=20samples?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 .vscode/settings.json     |   21 +
 CMakeLists.txt            |    6 +-
 benchmark_hepta.dat       |  213 ---
 data/2d_10c.data          | 2991 +++++++++++++++++++++++++++++++++++++
 data/2d_4c.data           | 2991 +++++++++++++++++++++++++++++++++++++
 example/simpleExample.cpp |   91 +-
 include/dbscan/dbscan.h   |   18 +-
 src/dbscan/dbscan.cpp     |   39 +-
 8 files changed, 6084 insertions(+), 286 deletions(-)
 create mode 100644 .vscode/settings.json
 delete mode 100644 benchmark_hepta.dat
 create mode 100644 data/2d_10c.data
 create mode 100644 data/2d_4c.data

diff --git a/.vscode/settings.json b/.vscode/settings.json
new file mode 100644
index 0000000..69decad
--- /dev/null
+++ b/.vscode/settings.json
@@ -0,0 +1,21 @@
+{
+    "files.associations": {
+        "makefile_algorithm": "makefile",
+        "makefile_migration_selector": "makefile",
+        "makefile_problem": "makefile",
+        "makefile_migration_selectors": "makefile",
+        "makefile_mutation": "makefile",
+        "makefile_crossover": "makefile",
+        "*.am": "makefile",
+        "makefile_score": "makefile",
+        "makefile_exchange_selector": "makefile",
+        "makefile_init_pop_island_loader": "makefile",
+        "makefile_localSearch": "makefile",
+        "makefile_multiobjectivization": "makefile",
+        "makefile_decomposition": "makefile",
+        "makefile_output_printer": "makefile",
+        "makefile_migration_topology": "makefile",
+        "*.tcc": "cpp",
+        "fstream": "cpp"
+    }
+}
\ No newline at end of file
diff --git a/CMakeLists.txt b/CMakeLists.txt
index e0f7009..f9efb49 100644
--- a/CMakeLists.txt
+++ b/CMakeLists.txt
@@ -33,4 +33,8 @@ install(FILES ${CMAKE_BINARY_DIR}/dbscan.pc
         )
 
 install(EXPORT ${PROJECT_NAME}Config DESTINATION share/${PROJECT_NAME}/cmake)
-export(TARGETS ${PROJECT_NAME} FILE ${PROJECT_NAME}.cmake)
\ No newline at end of file
+export(TARGETS ${PROJECT_NAME} FILE ${PROJECT_NAME}.cmake)
+
+
+add_executable(example example/simpleExample.cpp)
+target_link_libraries(example PRIVATE ${PROJECT_NAME})
\ No newline at end of file
diff --git a/benchmark_hepta.dat b/benchmark_hepta.dat
deleted file mode 100644
index 8cd4a76..0000000
--- a/benchmark_hepta.dat
+++ /dev/null
@@ -1,213 +0,0 @@
-212
--0.063274  0.027734  1
--0.000731  0.048211  1
--0.060767  -0.00908  1
-0.013252  -0.011876  1
--0.054508  -0.003813  1
-0.02418  0.068275  1
--0.029308  0.059849  1
--0.016453  0.013881  1
--0.042361  -0.059942  1
--0.01631  -0.036612  1
-0.03536  -0.04495  1
--0.000287  -0.049496  1
--0.065931  -0.005381  1
-0.009049  0.027976  1
--0.005335  0.062592  1
--0.004175  0.064646  1
-0.091024  -0.031446  1
--0.077068  -0.035324  1
-0.05515  -0.007045  1
--0.033779  0.049066  1
-0.044954  -0.033716  1
-0.008785  0.016895  1
--0.061655  -0.023085  1
--0.051274  0.054634  1
-0.04421  -0.062217  1
--0.003343  0.069586  1
--0.064487  0.012217  1
-0.042168  -0.009972  1
--0.061495  0.059835  1
-0.071795  -0.01526  1
-0.058733  -0.029135  1
-0.078178  -0.014786  1
-2.418463  0.490127  2
-2.805184  0.769746  2
-2.983722  -0.983118  2
-3.055291  -0.477796  2
-3.015527  -0.666039  2
-2.449981  0.175666  2
-3.199806  0.201051  2
-3.266405  0.012518  2
-3.74771  -0.41696  2
-3.411849  0.516665  2
-3.733854  0.184758  2
-3.59214  -0.371411  2
-3.59351  0.125884  2
-2.387269  0.784515  2
-3.423791  -0.039296  2
-2.425059  -0.206822  2
-2.407337  -0.015134  2
-2.923991  -0.262388  2
-3.188203  -0.476377  2
-2.377023  0.498033  2
-2.610067  0.787375  2
-2.918826  -0.8296  2
-2.932853  0.719728  2
-3.47194  0.322667  2
-3.266172  0.207763  2
-2.916963  -0.636281  2
-3.020822  -0.491739  2
-2.844004  -0.078753  2
-2.826876  -0.241459  2
-2.771511  0.362751  2
--2.69712  0.342837  3
--2.57583  -0.752408  3
--3.308062  0.919403  3
--3.970394  -0.017968  3
--3.332026  -0.22133  3
--2.679173  0.521163  3
--2.186732  -0.536953  3
--3.013009  -0.082401  3
--3.464085  0.458797  3
--2.632916  0.683901  3
--3.315788  0.017903  3
--2.833584  -0.684569  3
--2.722148  -0.502344  3
--2.608905  0.443179  3
--2.853364  -0.788934  3
--2.809655  -0.092462  3
--3.538035  0.777137  3
--2.457811  -0.601538  3
--2.762541  -0.540911  3
--2.929594  -0.162338  3
--3.054864  -0.220749  3
--3.632051  -0.045369  3
--3.595796  -0.25031  3
--2.285053  0.111547  3
--2.664311  -0.035719  3
--3.163578  0.286805  3
--2.599157  0.438496  3
--3.381994  0.308228  3
--3.961031  -0.111044  3
--2.827045  -0.074139  3
-2.895371  0.786843  4
-3.067538  0.030236  4
-2.12925  0.320246  4
-3.055572  0.230617  4
-3.446317  -0.101455  4
-3.285343  0.278274  4
-3.296888  -0.174357  4
-2.657112  0.01996  4
-3.334167  0.068536  4
-3.706688  -0.259004  4
-2.844335  0.073905  4
-3.634562  0.613045  4
-3.774495  0.096256  4
-3.491508  -0.745843  4
-2.618886  0.576378  4
-3.548497  0.101766  4
-3.662073  -0.103739  4
-2.91813  0.390422  4
-2.976918  -0.40471  4
-2.460306  0.323449  4
-2.287469  -0.243128  4
-3.107724  -0.876719  4
-3.715249  0.344842  4
-2.515348  0.695052  4
-2.986915  -0.265349  4
-2.772903  0.583035  4
-3.467443  -0.171137  4
-2.60696  0.767379  4
-2.895231  -0.335877  4
-3.293211  -0.383773  4
--0.154151  -2.382802  5
-0.042376  -3.013402  5
-0.76406  -2.974825  5
-0.273431  -3.549045  5
-0.109072  -2.872739  5
--0.609027  -2.316553  5
-0.563714  -2.668933  5
-0.053112  -3.69483  5
-0.374246  -3.881493  5
--0.25541  -2.573785  5
--0.05833  -3.539877  5
-0.436804  -2.849058  5
--0.185927  -2.83419  5
--0.15729  -3.035242  5
--0.253287  -2.355499  5
-0.856338  -2.928918  5
--0.448767  -2.892567  5
--0.763126  -3.121529  5
-0.50729  -3.69845  5
--0.262387  -2.7936  5
-0.638189  -2.885896  5
--0.715655  -3.174318  5
--0.148243  -2.348742  5
--0.436461  -3.189614  5
--0.015747  -3.601469  5
--0.380327  -2.120669  5
--0.078679  -2.969195  5
-0.725907  -2.642703  5
--0.118512  -2.391662  5
-0.378156  -3.742474  5
--0.646687  2.879026  6
-0.862612  3.339622  6
-0.58395  3.164447  6
--0.106313  3.36243  6
--0.447773  2.395462  6
-0.278688  3.019065  6
--0.499959  2.918835  6
-0.628733  2.961669  6
--0.550777  2.888145  6
-0.280057  2.280202  6
--0.68149  2.852309  6
--0.150402  3.236697  6
--0.175775  2.810907  6
-0.40849  2.708342  6
--0.687687  2.864252  6
-0.187892  3.3971  6
-0.40274  2.184721  6
--0.333692  2.755337  6
--0.073884  3.449364  6
-0.074276  2.289555  6
--0.234023  2.627695  6
-0.33853  2.402052  6
-0.777033  2.671151  6
-0.093523  3.532532  6
-0.215945  2.195408  6
--0.031152  3.106696  6
-0.26075  2.176698  6
--0.542543  2.917456  6
--0.306005  2.884296  6
--0.114414  3.899389  6
--0.749873  0.616942  7
--0.108157  -0.083104  7
--0.410898  0.467216  7
-0.662499  -0.378195  7
--0.057589  0.548771  7
-0.64518  -0.276585  7
-0.257191  0.114881  7
--0.169119  0.400328  7
-0.228327  -0.513736  7
--0.512238  0.372109  7
--0.510091  -0.617806  7
--0.001328  0.275274  7
--0.086874  0.138084  7
--0.558094  -0.138533  7
-0.640575  -0.52869  7
-0.033866  0.301424  7
--0.530334  0.571733  7
-0.488731  0.68226  7
--0.320178  -0.530404  7
-0.143306  0.578726  7
--0.36578  -0.491918  7
-0.660425  -0.259537  7
-0.647696  0.44422  7
--0.110876  0.163359  7
--0.694187  0.258777  7
-0.175738  -0.053478  7
-0.396046  -0.858377  7
--0.406362  -0.334541  7
--0.299275  0.071281  7
--0.506192  0.433538  7
diff --git a/data/2d_10c.data b/data/2d_10c.data
new file mode 100644
index 0000000..ad69d8a
--- /dev/null
+++ b/data/2d_10c.data
@@ -0,0 +1,2991 @@
+2990
+1.00007  40.9378  0
+0.99736  41.1714  0
+0.134799  41.8113  0
+2.47585  41.6346  0
+-3.0587  41.3887  0
+0.73266  41.4888  0
+0.35745  41.8429  0
+0.157674  41.7513  0
+2.69103  41.8298  0
+0.536346  41.5344  0
+2.46873  41.4813  0
+-1.91946  40.8824  0
+3.44394  41.3349  0
+2.88157  41.1534  0
+-0.53933  41.4057  0
+-0.0276636  41.1127  0
+0.0933292  41.0051  0
+0.209173  41.7993  0
+-0.0668266  41.7829  0
+1.79969  42.3177  0
+0.510155  41.6298  0
+0.138588  41.1531  0
+-0.0175984  41.694  0
+0.618498  41.4093  0
+-2.63433  41.9534  0
+2.01141  41.222  0
+5.57577  41.5869  0
+1.40539  41.53  0
+3.55797  41.8688  0
+2.68052  41.3868  0
+2.95654  41.486  0
+-0.391807  41.2361  0
+4.00381  41.4221  0
+1.44796  41.0426  0
+0.201187  41.4562  0
+0.795719  41.6564  0
+0.502018  41.5292  0
+0.290078  41.6987  0
+1.19913  40.799  0
+-1.28096  41.1171  0
+0.030134  41.4093  0
+1.99597  41.7064  0
+3.11367  41.4872  0
+0.546399  41.5257  0
+-1.00433  41.3616  0
+1.22587  42.0243  0
+-0.202468  41.863  0
+-1.40362  40.9709  0
+0.977844  40.6544  0
+2.66858  41.613  0
+3.87692  41.5591  0
+2.62824  41.4168  0
+2.06543  41.3289  0
+-1.63482  41.3223  0
+2.00123  41.8628  0
+3.64504  42.0131  0
+-2.36311  41.4501  0
+2.6411  41.6433  0
+-2.92099  40.9228  0
+1.66685  41.3844  0
+1.35976  41.4936  0
+2.40343  42.0717  0
+-0.156466  41.3901  0
+-0.149501  41.3361  0
+2.31285  41.3771  0
+2.73428  41.6682  0
+0.703931  40.8069  0
+2.65785  41.2811  0
+4.18733  41.6706  0
+0.21038  41.3822  0
+-2.37222  41.5596  0
+2.14842  42.1958  0
+3.90696  41.487  0
+0.805582  40.9885  0
+2.88554  41.7446  0
+0.4224  41.6881  0
+4.28893  41.7292  0
+0.709065  41.6168  0
+-1.114  41.4017  0
+0.00767159  41.3293  0
+2.98833  41.0246  0
+-0.895292  41.5051  0
+3.71451  41.4277  0
+-0.34788  40.9151  0
+3.6333  41.5624  0
+3.86924  41.0564  0
+-0.228855  40.791  0
+3.10995  41.9408  0
+2.41484  41.1329  0
+3.09267  41.8441  0
+-1.40569  40.9844  0
+2.83167  41.5767  0
+-2.08925  41.8549  0
+-0.0413047  41.4111  0
+0.99321  41.2289  0
+5.49799  42.229  0
+4.56593  41.3131  0
+2.62767  41.2001  0
+1.86702  41.0572  0
+0.99447  40.9706  0
+1.35799  41.9985  0
+0.965753  41.2944  0
+5.09559  41.0741  0
+1.36247  41.1762  0
+1.69922  41.2959  0
+3.16355  41.7048  0
+5.25389  41.8303  0
+0.531934  41.5568  0
+3.28948  41.5843  0
+0.10212  41.6421  0
+-2.09836  41.0296  0
+1.1946  41.225  0
+0.0879961  41.7027  0
+-0.344577  41.9871  0
+-0.195498  41.2088  0
+2.2287  41.8828  0
+3.68595  41.7489  0
+2.78496  41.4375  0
+-1.03866  41.3832  0
+0.83488  40.8743  0
+1.10206  41.6165  0
+2.73045  42.2562  0
+1.85942  42.4662  0
+-2.90953  41.7232  0
+3.17061  41.78  0
+-1.28675  41.7713  0
+3.19275  41.3024  0
+2.44799  41.3377  0
+1.01221  41.3916  0
+2.86381  41.3201  0
+2.53895  41.8226  0
+0.652358  41.6833  0
+2.95625  41.2105  0
+2.05624  41.7799  0
+2.73907  41.5838  0
+0.19292  41.4039  0
+-1.90824  41.2266  0
+3.31292  41.8747  0
+-1.17188  41.499  0
+-1.19959  41.2945  0
+3.40639  41.4131  0
+-0.309029  41.7895  0
+2.29291  41.4736  0
+2.85405  41.4468  0
+0.906787  41.8417  0
+1.03301  41.6805  0
+2.7908  41.5484  0
+1.60142  41.0711  0
+3.07553  41.3319  0
+2.66801  41.3151  0
+1.57486  41.8305  0
+4.79379  42.3375  0
+0.683916  41.4464  0
+4.30425  41.5736  0
+-4.99684  41.4194  0
+0.407559  41.5083  0
+1.31942  41.2904  0
+-2.36349  41.9116  0
+4.31274  41.5094  0
+3.94453  41.3956  0
+46.3802  3.32142  1
+48.4628  3.09102  1
+46.1492  3.13285  1
+48.8009  2.98271  1
+46.13  3.22293  1
+48.8492  3.34834  1
+52.4008  2.66164  1
+45.6532  2.92506  1
+51.7098  3.12781  1
+49.3856  2.97191  1
+54.8398  3.09188  1
+51.3912  3.04305  1
+48.7477  2.88549  1
+47.3895  3.08509  1
+45.5833  3.42697  1
+52.1513  3.39225  1
+54.7523  3.18117  1
+47.9111  3.25294  1
+43.0308  3.16003  1
+52.5527  2.9644  1
+51.0376  3.12574  1
+39.7875  3.24483  1
+51.4247  3.02434  1
+54.9527  3.11502  1
+55.269  3.23374  1
+51.6444  3.05482  1
+52.7037  3.40248  1
+47.3123  3.11889  1
+39.9097  3.19928  1
+46.9546  3.21672  1
+54.7801  3.45151  1
+46.8688  3.30554  1
+50.7167  3.3011  1
+43.3099  3.13502  1
+49.0462  3.30432  1
+46.7978  3.14741  1
+39.1666  3.25898  1
+52.8303  3.2864  1
+43.5847  3.09874  1
+43.8313  3.26131  1
+47.0354  3.37726  1
+43.8303  3.00101  1
+49.2136  2.82901  1
+53.0703  3.25768  1
+51.5605  3.13051  1
+51.6565  3.03276  1
+54.6803  3.21761  1
+52.8974  3.11975  1
+49.8031  3.24972  1
+42.8679  3.06868  1
+49.5025  3.32133  1
+48.1066  3.25607  1
+47.5742  3.31038  1
+47.9516  3.0661  1
+45.6754  3.06525  1
+53.5019  3.2174  1
+56.9209  3.22393  1
+46.6076  3.35139  1
+45.2508  3.26453  1
+46.0753  3.31525  1
+49.2275  2.83737  1
+48.5368  3.22135  1
+51.592  3.38263  1
+52.079  3.253  1
+47.6605  3.08802  1
+52.4266  3.27257  1
+47.2102  3.07995  1
+51.7235  3.18778  1
+48.3572  3.40303  1
+50.4224  3.43891  1
+48.8457  3.17306  1
+52.3564  3.11401  1
+47.8073  3.37175  1
+45.2018  3.14158  1
+42.0126  3.31301  1
+47.1974  3.31478  1
+44.5805  3.09813  1
+47.9305  3.36138  1
+46.6296  3.05323  1
+51.7158  3.24734  1
+48.241  3.1586  1
+43.1457  3.10903  1
+53.5328  3.23527  1
+51.2686  3.05155  1
+52.6787  3.26477  1
+47.3229  3.25546  1
+50.6885  2.86228  1
+56.2172  3.26755  1
+52.5805  3.00891  1
+41.348  3.07628  1
+44.471  3.22271  1
+45.5043  3.17306  1
+52.9761  3.46274  1
+48.554  2.92317  1
+51.0304  3.05824  1
+55.3886  3.30659  1
+43.4255  3.25965  1
+51.9739  3.21241  1
+55.4508  3.21214  1
+48.8366  3.10592  1
+49.6574  3.43084  1
+48.2048  3.10344  1
+48.3355  3.2727  1
+51.1717  2.86299  1
+48.2203  3.30793  1
+45.1759  3.38008  1
+52.557  3.41086  1
+50.9924  2.98479  1
+49.8621  3.36127  1
+49.4336  3.19372  1
+48.7223  3.22935  1
+46.0376  3.53939  1
+51.1494  3.09522  1
+51.5877  3.53584  1
+54.3164  3.11213  1
+55.9106  3.02007  1
+51.3509  3.13694  1
+43.6607  3.15844  1
+50.3681  3.26108  1
+52.1362  3.10912  1
+45.1316  3.19939  1
+49.7714  2.84767  1
+45.1409  3.17001  1
+48.7293  3.39143  1
+55.6218  3.21222  1
+45.5667  3.1683  1
+50.5703  3.15988  1
+40.4224  3.12012  1
+46.9099  2.99161  1
+48.3726  2.85729  1
+46.6999  3.18883  1
+54.7413  3.47117  1
+47.3751  3.41105  1
+46.3036  3.33763  1
+45.4987  3.39797  1
+46.846  3.31468  1
+51.7251  3.43504  1
+45.2973  2.98033  1
+49.8244  3.21477  1
+47.2907  3.14332  1
+55.7865  3.11092  1
+47.5147  3.13047  1
+51.9523  3.20358  1
+53.7048  3.15458  1
+55.4817  2.9708  1
+47.0661  2.97888  1
+51.1148  3.04882  1
+55.7009  3.23165  1
+49.0926  3.0482  1
+49.2104  2.91954  1
+48.1315  3.1167  1
+43.8467  3.23859  1
+51.1212  3.10171  1
+48.241  3.27221  1
+48.7886  3.24547  1
+52.8058  3.31464  1
+54.6923  3.14978  1
+52.6505  3.483  1
+48.0059  3.01747  1
+43.2217  3.1709  1
+45.0373  3.21427  1
+50.8902  2.88582  1
+52.6745  3.24796  1
+49.427  3.25409  1
+47.8334  3.05406  1
+51.2101  3.08916  1
+46.2907  3.33246  1
+46.9564  3.06804  1
+48.7533  3.26383  1
+41.4118  3.22717  1
+57.1937  3.19327  1
+49.6908  3.18739  1
+48.1525  3.45527  1
+49.0834  2.90239  1
+45.3508  3.43377  1
+50.7461  3.29786  1
+48.4637  3.24045  1
+53.1632  3.14422  1
+44.9922  3.276  1
+52.8385  3.36757  1
+55.1785  2.78434  1
+52.6964  3.06467  1
+52.3657  3.04656  1
+52.695  2.99897  1
+47.426  2.99716  1
+45.3452  3.15207  1
+45.2563  2.95095  1
+44.9966  3.2906  1
+50.3892  3.10151  1
+42.8576  3.18715  1
+52.9982  3.05736  1
+50.0296  3.14682  1
+48.4227  3.12249  1
+45.8861  2.99218  1
+50.1186  3.39889  1
+42.2795  3.03919  1
+47.6122  2.89763  1
+44.026  3.10352  1
+49.8229  3.23362  1
+42.2478  3.25066  1
+51.3718  3.3026  1
+52.9524  3.12044  1
+51.347  3.30349  1
+49.2108  3.11055  1
+46.7317  3.08488  1
+38.398  3.33134  1
+49.4036  3.14496  1
+48.2214  3.32088  1
+38.0886  3.25209  1
+51.0267  2.86896  1
+40.9795  3.14887  1
+50.4044  3.33867  1
+48.3125  3.05636  1
+58.1081  3.45579  1
+48.4837  2.77284  1
+44.6498  3.00221  1
+48.0957  3.12917  1
+51.6222  3.31966  1
+50.5266  3.00372  1
+55.8049  3.2521  1
+44.3543  3.03395  1
+51.7189  3.2616  1
+53.1411  2.97594  1
+49.0658  3.16308  1
+43.6292  3.28213  1
+46.6628  3.07487  1
+49.0  3.25821  1
+51.1193  3.28436  1
+48.537  3.39792  1
+51.1833  3.16959  1
+50.7161  3.29627  1
+42.8636  3.07529  1
+49.4004  3.31495  1
+52.8072  3.51344  1
+44.2475  3.20818  1
+48.1885  3.19024  1
+48.0431  3.19459  1
+44.0315  3.38755  1
+45.6412  3.33712  1
+43.1365  3.05084  1
+47.0187  3.23208  1
+51.5345  3.38118  1
+57.173  3.32384  1
+44.6304  3.15582  1
+51.4211  3.42271  1
+47.8996  3.34198  1
+50.7063  3.26427  1
+51.7951  3.02464  1
+46.7669  3.3198  1
+55.0914  3.26275  1
+46.1609  3.08328  1
+44.2276  3.02086  1
+47.1665  3.08554  1
+49.9811  3.05603  1
+52.716  2.99968  1
+49.7461  3.31221  1
+50.5154  2.95242  1
+48.383  3.25018  1
+52.7087  2.79629  1
+44.2069  3.17022  1
+51.2816  3.11025  1
+46.0121  3.36816  1
+45.672  3.02456  1
+56.4607  3.18282  1
+39.4447  2.97675  1
+53.1977  3.4076  1
+48.1868  3.24323  1
+45.7023  3.11071  1
+46.9664  3.37809  1
+46.7991  3.28213  1
+53.2534  3.37943  1
+51.7157  3.14671  1
+43.9658  3.28225  1
+49.6987  3.5289  1
+47.755  3.08917  1
+48.7549  2.9592  1
+47.8815  3.30628  1
+47.6413  3.00383  1
+50.7445  3.20133  1
+51.4968  3.11166  1
+48.0207  3.00295  1
+51.4464  3.2879  1
+45.2989  3.0688  1
+41.2781  3.04708  1
+48.9077  3.32952  1
+51.8702  3.37652  1
+45.7139  2.99215  1
+46.0954  3.25909  1
+47.809  3.31064  1
+49.129  3.37745  1
+46.5891  3.21292  1
+45.8006  3.28586  1
+49.1638  3.41501  1
+51.1161  3.20525  1
+46.8335  3.27148  1
+49.3144  3.14129  1
+47.488  3.1997  1
+46.7548  3.04395  1
+52.4264  3.1654  1
+40.174  3.10943  1
+49.4648  3.22927  1
+51.5877  3.06211  1
+45.8653  3.36263  1
+44.6298  3.20112  1
+44.3965  3.39205  1
+47.911  3.30222  1
+49.4857  3.23339  1
+56.1655  3.05991  1
+53.602  3.25718  1
+56.3524  3.02202  1
+50.1797  3.27069  1
+47.9044  3.09403  1
+45.6034  3.06824  1
+48.638  3.33807  1
+45.1189  3.48732  1
+52.2518  3.45751  1
+55.5827  3.25323  1
+49.7789  2.9981  1
+45.8278  2.93058  1
+59.3848  3.20105  1
+56.9081  3.28189  1
+50.2923  3.11007  1
+49.6901  3.33219  1
+50.4372  3.33817  1
+46.6901  2.90752  1
+43.0592  3.07746  1
+53.0521  3.31728  1
+51.6457  2.91166  1
+56.4155  3.16169  1
+48.1242  3.06898  1
+51.1564  3.138  1
+45.9108  3.00238  1
+41.8679  3.41625  1
+45.2634  3.32542  1
+48.371  3.04901  1
+51.7331  3.12092  1
+55.2505  2.87529  1
+50.4898  3.26063  1
+45.7229  3.02482  1
+53.2487  3.12843  1
+40.7495  3.11301  1
+54.4269  3.0139  1
+49.8631  3.20293  1
+51.3726  3.2277  1
+45.2361  3.07773  1
+48.4523  3.07081  1
+46.287  3.13189  1
+50.3515  3.27347  1
+44.9904  3.26817  1
+42.4476  3.27972  1
+47.3749  3.03735  1
+53.4555  3.31727  1
+48.4153  3.1094  1
+53.7926  3.04449  1
+54.0196  3.39215  1
+50.2666  3.36189  1
+52.443  3.01037  1
+48.3527  3.33365  1
+48.1739  3.45715  1
+47.1748  3.10138  1
+51.9233  3.25977  1
+43.4883  3.18882  1
+54.9576  3.1186  1
+48.4501  3.26485  1
+54.5546  3.1002  1
+46.7135  3.17809  1
+49.1796  3.06229  1
+45.108  3.00187  1
+45.3851  3.18066  1
+47.5917  3.02068  1
+42.1095  3.29195  1
+47.5234  3.24008  1
+49.1828  3.21735  1
+47.529  3.169  1
+48.2168  3.20558  1
+51.3444  3.50515  1
+56.7801  3.12952  1
+43.376  3.11452  1
+51.6813  3.05728  1
+46.4761  3.33867  1
+42.7989  3.28225  1
+48.2147  3.33388  1
+43.8398  3.21452  1
+45.3259  3.32341  1
+42.4857  3.12416  1
+53.3488  3.00662  1
+40.6202  3.31405  1
+47.8093  3.37327  1
+53.1658  3.05509  1
+49.9901  3.30853  1
+46.1864  3.25731  1
+53.3771  3.31825  1
+45.314  2.97054  1
+43.5727  3.38909  1
+46.3295  2.95946  1
+52.0035  3.36222  1
+47.0441  3.09477  1
+46.4137  3.36186  1
+48.4922  2.88955  1
+47.4296  2.91461  1
+52.8988  3.00928  1
+51.0569  3.26932  1
+45.0936  3.10621  1
+51.7982  3.06612  1
+50.047  3.18173  1
+46.3997  3.47319  1
+40.6815  3.26614  1
+50.7804  3.14651  1
+50.945  3.00502  1
+53.8828  2.77829  1
+44.4023  3.38764  1
+48.7407  2.96121  1
+41.8816  3.10102  1
+50.8409  3.1567  1
+47.3503  3.31003  1
+45.4192  3.08922  1
+44.6007  3.45986  1
+45.7837  3.1961  1
+49.0422  3.00113  1
+56.4355  3.05265  1
+46.9315  3.03045  1
+48.6428  2.99467  1
+49.1295  3.08512  1
+51.5027  3.2787  1
+37.855  3.03425  1
+53.5651  2.99958  1
+52.905  3.19491  1
+52.0593  3.27347  1
+42.5397  3.19292  1
+46.9304  3.24266  1
+47.8697  3.28761  1
+48.4161  3.40762  1
+49.9486  3.16326  1
+48.4125  3.09489  1
+50.6681  3.49667  1
+46.5242  3.41124  1
+50.5101  3.56525  1
+48.7909  3.38031  1
+52.6336  3.37625  1
+46.7003  3.37347  1
+51.8202  3.02563  1
+52.3359  2.98045  1
+51.3504  3.27101  1
+47.2302  3.17823  1
+49.3377  3.2678  1
+47.4029  3.00885  1
+44.8973  3.0369  1
+51.1332  3.0311  1
+49.4433  3.16302  1
+50.8831  3.23256  1
+43.8155  3.08257  1
+48.1016  3.13554  1
+37.6605  3.24663  1
+51.6785  3.26059  1
+49.4207  3.07894  1
+48.2709  2.89937  1
+51.1283  3.07072  1
+47.2327  3.21821  1
+45.4456  2.98875  1
+57.0703  3.31448  1
+51.6428  3.34001  1
+51.6533  2.88381  1
+50.63  3.10976  1
+43.6541  3.14525  1
+53.4491  3.00302  1
+52.5741  3.26348  1
+48.216  3.32503  1
+49.352  3.24349  1
+45.4329  3.44311  1
+44.5352  3.18291  1
+47.031  3.08933  1
+48.2176  3.00225  1
+52.4414  3.05054  1
+46.6631  2.86697  1
+47.6167  3.10341  1
+48.9153  3.0127  1
+50.8521  2.94517  1
+42.3533  3.09931  1
+51.3696  3.12944  1
+51.3345  3.09018  1
+43.6623  3.41723  1
+46.6873  3.09785  1
+47.045  3.10088  1
+47.2197  3.30685  1
+51.1561  3.52719  1
+53.3846  2.99178  1
+50.2928  3.42872  1
+47.7987  3.20889  1
+46.4311  3.19132  1
+51.3061  2.96329  1
+44.7023  3.2151  1
+49.7588  2.88182  1
+44.1186  3.21516  1
+47.3292  3.00484  1
+41.8121  3.11807  1
+38.6818  3.23351  1
+46.0823  3.23881  1
+86.4786  43.0231  2
+90.5166  46.1754  2
+89.2814  44.9217  2
+84.9356  51.8863  2
+85.5441  47.9452  2
+88.371  51.2428  2
+92.554  47.3903  2
+96.9115  50.199  2
+85.6855  45.3967  2
+90.7706  41.4383  2
+88.8817  53.4048  2
+94.5828  49.3152  2
+85.2334  47.6874  2
+86.1995  53.5157  2
+85.21  50.9604  2
+94.0564  48.241  2
+87.3753  43.7219  2
+85.3393  39.4274  2
+90.9115  45.6575  2
+90.5645  49.3189  2
+89.8818  42.9256  2
+84.6589  57.9173  2
+86.5223  44.953  2
+89.7094  50.688  2
+87.6717  45.994  2
+93.0334  49.4908  2
+91.3684  49.0288  2
+86.552  45.5235  2
+88.4861  44.9406  2
+92.2209  49.4438  2
+88.5739  45.4714  2
+85.721  51.4256  2
+87.4631  55.8705  2
+89.9723  50.5565  2
+86.514  43.5825  2
+85.8972  40.6694  2
+94.2403  46.7061  2
+89.6243  46.4683  2
+83.556  39.6034  2
+88.8591  44.4038  2
+86.9261  45.0167  2
+88.4302  48.1385  2
+90.9127  43.9326  2
+87.414  47.85  2
+94.1278  49.1223  2
+85.3379  50.7741  2
+89.6671  41.6763  2
+88.7917  46.7319  2
+85.7231  46.2902  2
+85.9244  52.2396  2
+89.4591  44.9787  2
+87.64  44.2899  2
+89.3194  48.0031  2
+84.5089  41.3523  2
+87.674  48.3026  2
+86.8302  53.5616  2
+91.1842  49.8113  2
+89.9145  55.4672  2
+92.5937  59.081  2
+85.9683  52.5082  2
+86.4609  53.6659  2
+87.0482  48.1905  2
+95.197  45.2427  2
+93.4848  43.8534  2
+82.6953  49.1193  2
+86.5811  53.1177  2
+84.0562  47.3221  2
+92.4917  49.4388  2
+84.1925  49.5229  2
+91.2156  42.083  2
+87.1048  43.0394  2
+94.3474  43.4886  2
+87.3667  53.8325  2
+92.0275  47.5645  2
+86.5159  51.5866  2
+87.7532  53.4529  2
+89.597  43.1592  2
+89.655  40.6216  2
+84.6928  45.5548  2
+91.7639  48.3699  2
+92.6607  49.8629  2
+86.555  49.3919  2
+90.8054  47.5149  2
+86.1772  50.0533  2
+91.7656  50.4225  2
+89.3769  47.5726  2
+85.1607  52.3038  2
+84.704  40.4872  2
+94.8569  48.781  2
+90.535  43.1931  2
+95.8752  43.3556  2
+83.6924  43.3161  2
+89.2377  44.3606  2
+84.3062  46.7992  2
+83.5389  53.7744  2
+89.2846  44.9876  2
+86.7638  52.1358  2
+88.2236  42.7809  2
+86.3139  41.4031  2
+92.0585  50.6343  2
+88.81  62.4678  2
+86.1412  46.1583  2
+91.2111  51.015  2
+90.1774  44.4296  2
+88.652  39.9193  2
+91.3123  45.6877  2
+85.9216  46.2768  2
+90.6827  42.4833  2
+88.5398  44.8324  2
+89.8672  45.4424  2
+90.9917  48.2749  2
+88.2335  48.5318  2
+89.2344  50.5561  2
+88.7892  52.6681  2
+85.1552  52.6832  2
+88.7378  53.8588  2
+87.7561  41.5831  2
+93.7412  46.4636  2
+86.2986  51.1928  2
+86.9153  44.3384  2
+86.9154  49.1602  2
+90.8443  45.4698  2
+87.992  49.4111  2
+89.8717  51.5685  2
+88.6999  39.1328  2
+89.6743  49.6021  2
+87.3297  44.6507  2
+89.577  47.7356  2
+92.0662  48.3302  2
+89.0368  50.1882  2
+86.7379  45.9187  2
+86.3596  48.6252  2
+90.0337  45.0403  2
+89.2108  48.9147  2
+89.689  48.8692  2
+87.2408  56.3074  2
+88.3154  44.1634  2
+91.1699  46.9355  2
+88.8875  43.8631  2
+87.283  44.4296  2
+84.8534  43.1804  2
+87.3335  47.2952  2
+87.6505  50.5414  2
+96.311  46.6471  2
+88.6926  53.4257  2
+88.0917  52.869  2
+91.3403  50.753  2
+84.0359  49.4986  2
+87.2923  48.303  2
+82.2091  43.2666  2
+84.7917  44.2794  2
+92.5688  42.5525  2
+89.4485  54.3598  2
+86.4943  54.3347  2
+89.6788  49.456  2
+85.2595  56.1845  2
+89.7428  45.36  2
+90.6358  50.1006  2
+91.8902  49.0099  2
+85.3543  46.2237  2
+88.287  51.4585  2
+83.311  55.9955  2
+86.6745  49.6291  2
+85.2198  47.3764  2
+93.0694  42.2177  2
+94.5288  42.8157  2
+89.9834  42.0647  2
+89.6189  49.5295  2
+84.2698  47.9101  2
+92.5819  42.961  2
+91.3042  40.6204  2
+85.0711  44.4821  2
+90.1461  40.9955  2
+92.4721  39.8382  2
+86.1014  51.718  2
+86.0812  49.3518  2
+87.1755  47.1891  2
+84.2288  45.3026  2
+91.565  50.3471  2
+87.78  52.2848  2
+90.4919  43.7984  2
+87.1027  49.6385  2
+85.8336  50.7768  2
+86.9718  49.962  2
+89.8365  46.1989  2
+89.9746  49.1052  2
+91.0806  44.8371  2
+92.403  50.6994  2
+91.8123  47.3802  2
+85.2089  43.3215  2
+87.1131  36.9117  2
+84.6508  51.7035  2
+86.856  41.1463  2
+87.8024  53.6324  2
+87.728  45.3324  2
+91.8835  48.4475  2
+87.2429  42.0583  2
+90.2466  48.2316  2
+92.1318  45.4135  2
+91.505  45.4504  2
+85.5979  50.574  2
+89.921  53.5856  2
+86.1419  51.7783  2
+87.2909  44.8204  2
+91.915  48.4429  2
+96.0962  49.388  2
+89.013  41.348  2
+88.2461  53.4774  2
+91.8352  48.3888  2
+88.1476  49.0767  2
+92.4085  47.1247  2
+86.5908  47.3597  2
+90.8951  48.6404  2
+85.1012  48.3759  2
+86.5862  51.6755  2
+89.005  52.7666  2
+89.4523  50.372  2
+89.1947  51.7825  2
+88.0423  54.1936  2
+89.1126  42.4508  2
+88.6973  45.0153  2
+90.2052  48.1759  2
+89.6  44.7762  2
+88.2543  53.9042  2
+91.999  49.3056  2
+91.7828  38.3965  2
+90.3491  44.7946  2
+86.4181  48.8886  2
+90.1743  54.5527  2
+84.2166  48.9596  2
+87.1318  48.5002  2
+89.4146  52.1653  2
+96.1585  47.4563  2
+94.4054  52.493  2
+86.9418  45.9029  2
+85.9066  44.2445  2
+86.6872  48.0419  2
+86.3109  48.6685  2
+86.4281  42.5467  2
+85.0789  46.2326  2
+91.936  50.4201  2
+91.5812  45.0742  2
+95.1291  42.8016  2
+88.4259  45.7601  2
+94.9516  45.7467  2
+89.9463  50.2493  2
+89.5216  36.1927  2
+84.0739  54.1751  2
+83.564  47.5439  2
+89.6949  45.577  2
+90.2285  41.2575  2
+89.7117  48.7373  2
+89.7428  46.2592  2
+84.0808  50.0201  2
+88.8406  39.389  2
+90.1685  47.9725  2
+86.8695  51.2951  2
+85.7424  49.6763  2
+91.2372  43.1012  2
+84.3017  49.326  2
+94.2768  44.6449  2
+86.3431  48.7447  2
+84.4161  44.6044  2
+85.4507  48.7714  2
+90.5204  41.1995  2
+89.6142  55.9238  2
+87.2395  47.814  2
+91.3517  53.9457  2
+87.7428  44.2146  2
+89.2816  44.7962  2
+88.3347  50.1716  2
+88.7167  53.8383  2
+93.725  52.1806  2
+88.8652  46.2972  2
+86.8973  49.1004  2
+84.4684  53.9446  2
+85.2105  49.5808  2
+88.7945  47.299  2
+86.6341  52.8885  2
+88.1526  42.285  2
+89.8543  47.8203  2
+89.6499  54.3044  2
+85.0978  48.1174  2
+93.0341  43.9514  2
+88.8999  55.6848  2
+91.1194  45.3769  2
+90.6155  48.163  2
+86.3177  44.259  2
+91.7015  46.48  2
+87.1794  51.1598  2
+94.3648  41.8924  2
+92.1155  46.7421  2
+90.4303  48.403  2
+87.9613  41.0845  2
+90.9545  45.775  2
+85.4282  54.8191  2
+89.0309  45.6888  2
+92.1905  40.3106  2
+90.7636  49.5251  2
+91.3334  43.5115  2
+91.4937  50.3064  2
+91.5215  47.7161  2
+90.912  48.4959  2
+84.5398  49.0111  2
+89.7231  48.9016  2
+90.1669  46.6715  2
+90.6192  45.6402  2
+90.2356  45.1738  2
+85.5931  50.5666  2
+90.3601  50.0199  2
+88.9088  45.9637  2
+83.6885  39.4644  2
+91.2123  45.3723  2
+83.8924  34.3746  2
+85.6403  44.0833  2
+86.652  48.2945  2
+87.0762  50.7283  2
+87.4564  47.4037  2
+89.4854  51.8464  2
+91.1165  48.9172  2
+90.3261  44.0005  2
+88.5556  51.3694  2
+90.458  44.1667  2
+93.4729  49.243  2
+88.8853  48.4224  2
+95.1038  48.0907  2
+91.754  47.1854  2
+95.9075  49.1264  2
+89.5228  43.2814  2
+90.7021  45.6001  2
+92.0849  44.9925  2
+88.82  48.4119  2
+87.4787  50.8263  2
+85.5918  43.3649  2
+84.9395  49.9214  2
+87.0413  47.5512  2
+86.6818  50.5586  2
+89.5018  43.7927  2
+89.665  52.2942  2
+90.1356  47.877  2
+89.5638  52.2045  2
+87.6453  45.5494  2
+96.8817  50.6807  2
+88.8998  51.8197  2
+87.7613  52.269  2
+84.8836  44.4607  2
+84.1566  51.5901  2
+88.5174  50.9329  2
+84.1924  52.2039  2
+88.5677  44.7193  2
+87.1738  48.171  2
+88.8642  48.0175  2
+93.5652  52.9374  2
+86.4614  46.5039  2
+81.435  52.4516  2
+94.1343  49.3229  2
+90.7788  50.4529  2
+89.2447  48.8367  2
+94.8868  45.8962  2
+89.9756  48.1054  2
+83.3507  52.0499  2
+90.1138  45.3442  2
+88.8562  50.9917  2
+88.7974  52.053  2
+90.2219  39.8266  2
+90.3273  48.9453  2
+88.6123  47.1052  2
+87.5244  42.6378  2
+86.6708  47.7617  2
+90.358  46.6412  2
+86.934  50.2767  2
+88.3847  45.9418  2
+87.6987  46.9347  2
+97.6855  44.7411  2
+89.395  52.5135  2
+88.052  46.0769  2
+90.7918  52.3049  2
+87.5639  50.6963  2
+90.1878  44.4266  2
+88.1547  44.3935  2
+87.6249  52.9993  2
+83.5884  43.193  2
+88.3563  49.7908  2
+88.9367  41.5876  2
+85.7033  53.1422  2
+85.0605  53.9194  2
+85.2478  48.0425  2
+86.402  52.5303  2
+86.2921  54.6127  2
+87.3851  40.1131  2
+90.3538  50.489  2
+92.2456  49.8483  2
+89.3327  42.3362  2
+92.1793  44.9883  2
+90.1942  49.9448  2
+86.3947  52.5926  2
+86.7467  51.1191  2
+88.5879  48.6831  2
+87.2106  52.2256  2
+89.67  48.1116  2
+90.5859  45.1967  2
+92.8207  51.5179  2
+89.014  43.603  2
+88.8365  53.8056  2
+85.6767  46.1244  2
+88.0831  51.1716  2
+85.2735  55.0444  2
+82.4569  51.4223  2
+89.8371  45.6955  2
+91.0736  50.0676  2
+80.2368  45.3892  2
+94.1671  48.3806  2
+90.2918  58.0761  2
+91.4702  50.8459  2
+89.7609  50.9258  2
+88.9767  53.2659  2
+89.0141  47.2254  2
+90.5379  50.6422  2
+89.8731  55.2361  2
+92.3094  52.1076  2
+87.1002  51.2813  2
+86.2298  48.1148  2
+89.3258  50.2489  2
+92.9927  52.9134  2
+84.6777  45.3125  2
+84.8171  46.6045  2
+82.4462  51.6815  2
+93.8521  49.4999  2
+91.4381  51.9424  2
+81.4439  48.5216  2
+94.6958  46.716  2
+89.2705  46.4272  2
+87.9909  45.4986  2
+87.1652  46.2185  2
+80.1322  47.939  2
+94.7135  45.0414  2
+89.1497  42.924  2
+96.4274  40.1169  2
+88.8806  44.2576  2
+87.8476  46.4712  2
+89.5247  54.1398  2
+87.9559  43.27  2
+87.7503  52.3902  2
+86.2991  42.9858  2
+83.0513  47.3891  2
+87.4855  51.2645  2
+92.4444  49.4336  2
+89.9791  43.9567  2
+84.8837  49.3133  2
+87.0268  43.7103  2
+85.9711  44.6149  2
+88.4842  51.8088  2
+93.0818  50.1863  2
+90.5982  46.9826  2
+89.2324  54.4526  2
+84.317  49.503  2
+86.897  51.2823  2
+88.53  49.1958  2
+88.7332  38.2667  2
+85.3736  50.9609  2
+88.6667  49.2659  2
+85.0091  46.4564  2
+88.767  43.1842  2
+89.0164  51.0875  2
+81.7452  47.8578  2
+87.1229  44.7752  2
+85.8284  46.6734  2
+90.7763  50.1546  2
+86.7108  46.8908  2
+92.6708  51.8017  2
+74.2726  69.8067  3
+73.9818  67.4649  3
+74.1322  72.7556  3
+72.7323  71.8585  3
+74.1531  70.7375  3
+73.3552  68.3534  3
+73.2703  69.4745  3
+73.631  72.4323  3
+73.3769  68.2072  3
+72.6533  69.2083  3
+72.9688  69.1342  3
+73.8642  70.599  3
+73.8378  69.8061  3
+73.302  69.2352  3
+74.5045  69.3018  3
+73.2974  70.8838  3
+73.743  67.624  3
+74.6375  69.7559  3
+73.8718  71.5831  3
+73.192  66.8238  3
+73.9072  68.3804  3
+73.5798  67.6714  3
+73.575  68.158  3
+73.823  71.3263  3
+73.0799  71.4504  3
+73.202  71.0826  3
+75.0493  70.3255  3
+73.4871  67.8094  3
+73.0799  71.3822  3
+73.4581  67.936  3
+73.0602  69.3307  3
+73.2275  67.6483  3
+73.6979  70.7219  3
+74.1304  65.1982  3
+72.7914  72.6058  3
+73.7366  69.6277  3
+73.7855  70.3239  3
+74.3501  72.0416  3
+73.6619  69.4683  3
+72.7375  67.0718  3
+72.6612  68.8753  3
+73.6744  72.5614  3
+74.0665  66.307  3
+74.6205  69.2277  3
+73.6707  70.493  3
+73.6159  71.9067  3
+74.3796  69.4959  3
+73.4579  65.8763  3
+74.6789  67.6465  3
+73.2255  67.3565  3
+72.5276  69.068  3
+73.6076  71.8806  3
+73.5133  69.3907  3
+74.6233  67.1822  3
+73.0254  68.7516  3
+74.4376  69.978  3
+72.8367  72.4539  3
+72.9212  69.7396  3
+73.8538  70.7214  3
+73.4151  68.8293  3
+73.9113  70.8323  3
+73.8672  70.8038  3
+73.416  69.3949  3
+74.3085  70.829  3
+73.7153  67.5603  3
+74.2444  67.9185  3
+73.5054  73.9994  3
+75.2686  71.5738  3
+74.5974  72.6614  3
+74.4964  68.9337  3
+74.1138  70.4915  3
+73.1965  70.2223  3
+74.6996  70.9788  3
+73.5289  70.3221  3
+72.3757  71.767  3
+72.7007  70.7112  3
+72.9772  70.4844  3
+74.1244  71.595  3
+72.635  72.7985  3
+73.1364  74.9658  3
+73.3382  66.7437  3
+72.8381  66.8321  3
+73.8062  68.983  3
+74.0164  67.9562  3
+73.123  68.1732  3
+73.7772  69.7548  3
+74.0034  70.2333  3
+73.9119  69.4078  3
+74.0703  71.3454  3
+73.4394  68.3741  3
+72.96  71.1806  3
+73.0452  67.9602  3
+73.5992  67.4286  3
+74.0655  67.7051  3
+72.9039  73.1573  3
+73.722  71.3017  3
+73.7299  66.9321  3
+72.2967  70.6181  3
+73.4491  70.1462  3
+72.7991  68.6031  3
+73.3971  68.7175  3
+73.3778  68.9861  3
+74.2252  68.2841  3
+72.6546  71.0669  3
+73.7999  73.2534  3
+74.5922  68.8572  3
+73.4812  69.5408  3
+74.3824  69.1418  3
+73.7835  66.108  3
+73.0171  69.0298  3
+73.5381  72.7584  3
+73.3591  69.9393  3
+72.7752  71.4214  3
+73.7243  70.2679  3
+73.6415  69.6417  3
+73.8954  69.8098  3
+73.2771  70.8836  3
+73.7346  68.7563  3
+72.9913  68.5504  3
+72.5512  72.608  3
+73.8834  71.0078  3
+72.4116  68.3206  3
+74.0903  69.715  3
+73.6169  71.9917  3
+73.6451  71.6268  3
+73.818  68.2721  3
+72.5783  68.539  3
+72.8977  69.0658  3
+74.6791  68.2805  3
+74.1521  71.4337  3
+73.6652  69.5958  3
+73.8454  71.3259  3
+72.4555  71.2883  3
+73.7817  70.1752  3
+91.9811  26.0161  4
+90.2979  25.2049  4
+91.2388  26.6595  4
+91.9655  23.9165  4
+90.7678  29.024  4
+87.7469  24.0594  4
+92.4135  27.5165  4
+90.4122  26.6673  4
+94.2253  26.573  4
+90.6259  24.8211  4
+88.6002  28.7988  4
+90.1902  25.0782  4
+89.3152  25.2486  4
+89.0171  29.0451  4
+89.537  27.8269  4
+90.0721  25.0237  4
+93.7158  27.9905  4
+88.425  27.7088  4
+90.5562  25.042  4
+91.7559  27.3475  4
+89.5061  28.7581  4
+91.8513  28.4709  4
+91.9714  29.3321  4
+90.6725  25.995  4
+90.1253  28.6277  4
+90.3599  25.2032  4
+90.803  27.1479  4
+89.9646  28.6848  4
+91.1998  26.4056  4
+91.0664  24.2256  4
+88.5661  28.929  4
+90.8862  26.8697  4
+93.0949  26.319  4
+90.8704  24.9768  4
+91.4186  24.2155  4
+92.1146  30.2797  4
+87.0458  27.1386  4
+88.7295  24.9766  4
+91.264  24.7828  4
+89.7206  25.1047  4
+92.532  26.5028  4
+90.67  26.9685  4
+92.0341  23.8323  4
+90.2749  26.479  4
+92.2503  29.37  4
+90.8437  28.5166  4
+89.4117  25.6386  4
+91.8173  26.4935  4
+90.4973  26.4059  4
+90.8256  26.6124  4
+92.1876  29.471  4
+91.7216  25.6866  4
+92.0806  25.0022  4
+88.1969  27.4593  4
+90.1792  27.37  4
+92.1735  25.1773  4
+90.975  26.7702  4
+89.3249  28.6589  4
+89.514  26.9974  4
+88.3018  25.8741  4
+90.923  23.8659  4
+90.6065  26.0769  4
+90.3361  28.8277  4
+89.8283  27.117  4
+92.3136  31.7137  4
+89.6927  25.3439  4
+90.6924  29.8552  4
+89.3893  27.6362  4
+89.7644  27.4435  4
+90.6016  30.5066  4
+90.158  25.9923  4
+88.5255  27.2176  4
+89.895  24.3798  4
+89.377  24.5855  4
+91.2859  29.5072  4
+92.2599  26.9987  4
+87.2779  25.2799  4
+92.4109  25.7417  4
+88.944  23.8288  4
+90.792  25.5756  4
+90.7118  26.995  4
+90.3853  29.3784  4
+91.9259  25.297  4
+90.1195  26.5868  4
+92.591  27.0844  4
+91.8291  28.1403  4
+91.4011  29.3396  4
+93.0582  32.3108  4
+91.4498  25.6946  4
+90.751  27.5155  4
+91.4602  30.0453  4
+92.1166  26.5203  4
+90.6286  26.7077  4
+91.4566  27.9929  4
+91.7619  21.0296  4
+92.6422  24.9973  4
+91.6837  25.1544  4
+90.7574  26.5851  4
+90.2623  25.3736  4
+90.2408  25.9322  4
+90.3636  27.7679  4
+93.0433  26.2691  4
+90.3456  25.9149  4
+92.5928  27.8577  4
+91.8386  25.8612  4
+90.6975  26.614  4
+92.0151  26.7313  4
+87.8768  26.2049  4
+88.435  30.1644  4
+89.4816  25.8074  4
+89.9832  22.8605  4
+89.3518  27.9378  4
+90.6126  27.1129  4
+93.4874  26.1727  4
+89.1395  26.558  4
+90.6683  29.4576  4
+90.2914  27.8309  4
+88.7257  28.6311  4
+89.1031  23.3056  4
+90.6858  26.8134  4
+90.6457  27.1179  4
+90.2173  26.4178  4
+91.4241  26.3936  4
+89.2604  27.0415  4
+89.4668  24.5544  4
+92.2178  24.5295  4
+90.7077  28.9985  4
+92.2339  25.2276  4
+89.8906  25.019  4
+90.5106  31.0679  4
+90.4675  26.9606  4
+89.9945  24.0291  4
+92.0604  26.8875  4
+88.5457  27.5487  4
+91.3498  29.6584  4
+92.1397  27.6735  4
+94.6411  28.4039  4
+91.4722  25.951  4
+90.9964  24.5505  4
+90.7977  29.0235  4
+88.1699  26.1086  4
+88.905  27.5412  4
+90.1492  25.6711  4
+90.7858  26.3573  4
+88.566  24.85  4
+90.6651  26.7752  4
+90.021  26.4181  4
+89.5879  24.8532  4
+92.4591  28.2499  4
+92.6956  26.5025  4
+89.4804  29.1821  4
+91.4405  24.0908  4
+90.3535  26.2176  4
+88.9036  27.2917  4
+92.2926  26.5262  4
+95.2243  27.6474  4
+90.4325  26.4718  4
+88.068  26.5283  4
+89.2784  25.8961  4
+91.9309  25.4583  4
+91.9168  27.4116  4
+90.1169  25.7655  4
+92.6506  22.2658  4
+90.0457  28.4028  4
+90.3543  24.4808  4
+92.7355  23.1739  4
+90.8783  24.1287  4
+91.786  26.2046  4
+88.7722  26.9345  4
+90.8266  28.2891  4
+88.789  25.6881  4
+92.4348  25.7879  4
+90.9219  27.2295  4
+91.4017  25.1013  4
+91.1503  26.5223  4
+89.4192  24.1066  4
+90.8332  27.6948  4
+89.0772  25.1445  4
+88.1759  28.6175  4
+90.9373  26.3729  4
+92.843  26.2314  4
+91.3838  24.5404  4
+88.976  27.0877  4
+91.581  24.4955  4
+93.4245  27.2631  4
+91.147  25.7659  4
+89.1462  25.1933  4
+90.4053  26.1751  4
+90.0441  27.2868  4
+90.5743  26.9449  4
+90.103  25.5377  4
+89.8373  25.2346  4
+90.2871  33.6603  4
+89.8459  26.0444  4
+90.7001  23.9198  4
+90.6129  26.8572  4
+90.0107  26.898  4
+91.6055  24.0911  4
+92.1508  27.4122  4
+92.6512  27.797  4
+89.4823  27.4543  4
+91.1698  26.946  4
+89.7991  23.9718  4
+91.6375  28.4893  4
+90.2568  28.6949  4
+89.4447  30.0294  4
+91.5498  23.8889  4
+90.5709  25.8111  4
+91.9621  27.79  4
+91.5837  26.6053  4
+91.8624  24.9775  4
+92.7647  24.3805  4
+92.5599  25.7229  4
+89.5375  23.6246  4
+89.2872  26.4767  4
+90.8763  27.6425  4
+88.4581  25.8987  4
+88.8848  25.4981  4
+92.6461  26.5901  4
+92.6712  27.6029  4
+91.088  24.5292  4
+89.3503  20.8126  4
+90.8414  27.5455  4
+90.185  26.0746  4
+92.2745  25.1596  4
+90.0506  30.4402  4
+92.2351  24.8627  4
+89.5966  26.0208  4
+92.1886  29.2782  4
+89.5351  26.6449  4
+92.2264  26.3972  4
+89.6375  26.4345  4
+91.014  28.2277  4
+87.8676  26.1316  4
+90.0777  28.5869  4
+90.4841  26.8201  4
+89.5183  28.241  4
+90.7438  27.3458  4
+91.4075  25.0657  4
+90.2214  28.7614  4
+91.3736  26.4393  4
+89.4379  27.0212  4
+91.5826  24.4177  4
+92.0618  24.8452  4
+90.2  26.4186  4
+91.0427  27.729  4
+90.8863  22.5538  4
+89.5708  26.0742  4
+92.1803  24.3223  4
+90.8578  24.263  4
+92.6844  24.8197  4
+90.615  26.9866  4
+92.7103  25.5469  4
+91.3432  23.3244  4
+91.3293  24.6959  4
+90.8851  27.4971  4
+90.2636  26.2225  4
+89.8283  30.3716  4
+92.2707  23.889  4
+93.4133  25.1232  4
+88.3781  28.0142  4
+88.7215  24.4829  4
+89.0628  27.1402  4
+92.4659  25.061  4
+89.3753  24.9058  4
+90.9037  31.8957  4
+91.086  26.8256  4
+88.9895  29.171  4
+90.7835  25.7059  4
+91.2416  24.382  4
+93.523  25.4828  4
+90.7055  24.7443  4
+91.5216  25.8635  4
+91.6126  29.1513  4
+89.5577  22.1402  4
+91.55  24.9954  4
+87.1713  29.0131  4
+88.6679  28.6267  4
+90.8896  27.3246  4
+91.9702  25.2676  4
+90.115  27.8777  4
+92.7312  27.9704  4
+90.228  21.8559  4
+91.308  26.3749  4
+90.0861  25.107  4
+90.5469  27.1608  4
+90.9897  27.6804  4
+93.8508  25.2669  4
+89.6564  27.9189  4
+90.3725  26.0339  4
+90.8686  26.5653  4
+89.7784  27.0816  4
+91.1231  25.2911  4
+90.9732  27.6954  4
+91.0708  30.5316  4
+87.817  24.8397  4
+92.9265  27.3698  4
+91.2247  28.2971  4
+91.3348  24.9713  4
+93.2589  26.3927  4
+91.2791  24.5847  4
+89.2009  28.5092  4
+91.7797  30.0154  4
+88.9906  23.4283  4
+91.216  28.2823  4
+92.367  25.3266  4
+91.6419  26.0725  4
+92.4662  25.7127  4
+90.6701  27.1679  4
+91.1143  29.7778  4
+92.2739  24.0119  4
+91.4413  23.5201  4
+92.0196  29.8628  4
+91.0818  25.9817  4
+89.1357  29.5639  4
+89.571  26.882  4
+92.3279  29.3579  4
+89.788  27.5002  4
+91.3746  25.2047  4
+90.5895  25.7622  4
+90.1159  23.1072  4
+89.77  26.7014  4
+88.0015  25.3795  4
+88.2077  24.908  4
+87.0637  28.099  4
+89.0327  28.6303  4
+91.4685  26.9955  4
+91.3455  25.3371  4
+90.6186  29.7416  4
+92.1977  25.4636  4
+91.6136  29.1239  4
+91.0327  26.9506  4
+88.4428  24.3246  4
+90.7656  27.5968  4
+90.13  27.5494  4
+89.9753  28.044  4
+88.8746  26.4726  4
+90.1393  24.1829  4
+-1.65466  3.15554  5
+-1.95979  1.89509  5
+0.242731  6.30034  5
+-4.54983  5.83891  5
+-2.85125  -1.8993  5
+4.07533  -0.00279304  5
+3.64364  -0.388653  5
+11.5645  5.68943  5
+-0.14346  -6.13068  5
+-7.99011  -3.55738  5
+-0.177416  -0.497974  5
+-1.35756  6.00807  5
+3.25944  4.96499  5
+6.08788  7.19605  5
+2.21844  5.30573  5
+1.63419  -1.56224  5
+-2.36155  0.127156  5
+0.11425  -0.896811  5
+7.64785  1.49522  5
+2.30702  0.830296  5
+-1.21257  0.965462  5
+7.55589  0.0988247  5
+4.33746  -1.25607  5
+1.54874  9.68863  5
+-0.592713  -0.116108  5
+2.66729  1.71522  5
+1.31065  0.558702  5
+-6.38358  -2.22453  5
+-2.97827  3.83165  5
+-1.611  2.77637  5
+-3.91203  1.54852  5
+4.42151  -6.23474  5
+0.2244  -3.07489  5
+9.52907  1.73414  5
+2.50423  4.56043  5
+-1.84383  -1.48748  5
+-0.0484444  -5.97343  5
+-3.39596  6.11471  5
+0.855239  -1.1621  5
+1.10345  2.55092  5
+-5.31066  3.34637  5
+0.835511  -3.44371  5
+8.10291  -1.2116  5
+-4.96163  -2.42639  5
+10.8092  0.356932  5
+-3.32887  3.24998  5
+-0.397606  3.20236  5
+-3.2666  -5.72386  5
+-3.02228  1.00746  5
+-2.04176  -5.64454  5
+2.72495  2.27014  5
+-1.67995  3.55699  5
+6.0739  7.05283  5
+-1.27768  5.53267  5
+2.51899  -0.291185  5
+1.1463  -1.98053  5
+-5.294  0.724984  5
+6.12424  -1.91427  5
+2.5964  -6.36295  5
+5.63341  2.8208  5
+2.69827  -1.92172  5
+10.3994  1.19503  5
+4.32114  -0.206678  5
+6.66836  -3.70412  5
+1.64158  -3.79976  5
+9.7046  0.839301  5
+-3.57995  3.73176  5
+2.69933  9.35067  5
+-0.239075  -7.38483  5
+-0.438414  4.15476  5
+2.64711  -3.07873  5
+-2.21501  2.50166  5
+8.04171  -3.2728  5
+3.81812  2.24573  5
+4.87076  -1.61641  5
+-1.72199  3.93798  5
+-6.40525  0.557111  5
+-2.43844  -0.852453  5
+4.19113  -4.16546  5
+-5.93183  -2.45815  5
+6.24556  7.74392  5
+2.9709  -2.7168  5
+-7.30964  -2.61273  5
+-8.57655  1.14362  5
+-1.22235  -8.39053  5
+-1.07542  -1.48035  5
+-0.466294  -7.94737  5
+-0.937551  5.67085  5
+3.09871  3.89322  5
+9.56232  5.10074  5
+3.78911  -0.054962  5
+1.34379  2.37818  5
+1.68973  -5.34433  5
+-0.0720189  -6.59261  5
+-6.71218  4.20541  5
+-5.77796  -4.01372  5
+5.54546  1.02003  5
+-0.61054  1.97387  5
+4.32751  -0.4685  5
+0.0433711  -2.69711  5
+2.07737  -1.49538  5
+10.1146  -4.03963  5
+6.30502  4.85174  5
+-1.68707  -5.25781  5
+-6.1506  1.03138  5
+-0.954344  0.888134  5
+-2.58785  -2.37655  5
+5.19407  -2.79605  5
+8.55873  7.11099  5
+-1.46419  0.9145  5
+-3.58374  8.63403  5
+1.89922  0.160052  5
+6.98553  1.06818  5
+4.03384  -3.29934  5
+0.584499  -5.52117  5
+-0.128668  5.28011  5
+8.09119  -8.86059  5
+2.78583  1.13262  5
+1.39289  0.167642  5
+-3.46198  2.72315  5
+4.78413  -5.36212  5
+0.640676  -0.292248  5
+-3.33334  0.780647  5
+6.16653  4.72602  5
+-4.76767  3.1332  5
+-2.52385  2.44323  5
+-5.74168  -2.96422  5
+0.0622463  -1.03993  5
+0.72398  -2.56943  5
+-0.542308  -1.49573  5
+3.61572  3.45244  5
+0.943772  0.144619  5
+-3.63437  0.124569  5
+0.599637  5.76874  5
+1.86564  1.1967  5
+-4.01782  -0.79129  5
+-9.53771  3.26686  5
+-0.634747  -4.92272  5
+1.49663  3.41677  5
+-0.235596  -1.75087  5
+-1.96046  0.964119  5
+-4.39435  -3.37095  5
+-3.94655  5.02581  5
+-2.49111  6.54932  5
+-0.431078  0.490679  5
+1.93255  5.7082  5
+-0.719091  -4.62139  5
+12.2838  2.25227  5
+3.35946  0.431036  5
+-2.3539  2.52036  5
+3.71371  -0.501098  5
+-2.20401  -1.69065  5
+1.45176  -1.4088  5
+0.464342  0.0891036  5
+0.832195  -1.89687  5
+-4.93361  5.9575  5
+0.0122751  -0.155296  5
+-0.139144  3.87836  5
+3.26964  -3.66852  5
+4.16192  7.80085  5
+2.31779  -1.96063  5
+-1.61499  -1.37047  5
+5.56298  4.12885  5
+9.07988  -2.79007  5
+-0.211274  3.0923  5
+8.14108  -9.06238  5
+7.2831  11.3461  5
+-9.71298  2.76591  5
+14.7922  -1.53972  5
+-3.03625  3.14589  5
+3.24869  1.47472  5
+0.905788  -0.0489007  5
+2.08973  -4.71409  5
+5.76686  0.827778  5
+8.16547  3.32944  5
+3.22301  5.20771  5
+3.93875  5.30128  5
+-7.42484  5.19288  5
+0.633585  2.82469  5
+2.56726  1.31561  5
+-4.49471  1.84318  5
+0.380982  0.333542  5
+-3.46291  -1.35364  5
+-3.50238  -6.40089  5
+2.23613  6.05214  5
+3.66124  -0.0598393  5
+-1.83806  -1.33336  5
+8.52088  -0.68811  5
+1.32014  1.90211  5
+1.51614  -2.66772  5
+-9.19635  0.883039  5
+2.97915  1.03053  5
+4.46492  1.63294  5
+-3.06431  -2.32888  5
+0.597905  4.07005  5
+4.41701  -5.01487  5
+-0.953847  1.97457  5
+1.37149  3.47017  5
+4.88548  6.72843  5
+-1.04998  4.07991  5
+3.24584  -1.01001  5
+5.93121  1.00057  5
+4.6739  0.019708  5
+6.83384  4.41556  5
+-1.91565  5.70897  5
+6.80317  6.64806  5
+0.918914  1.20794  5
+0.8364  0.0173155  5
+-1.77346  -3.98593  5
+1.92042  0.596846  5
+-10.1495  -5.77052  5
+7.54711  -1.4167  5
+-9.94659  4.46867  5
+-4.14971  2.83657  5
+-4.20263  -2.70979  5
+-0.239809  -1.65895  5
+-3.54769  7.7192  5
+-4.41639  -2.63558  5
+5.90387  1.95566  5
+0.0737254  4.09633  5
+3.4177  0.0200606  5
+10.2639  -3.03816  5
+0.197503  1.81457  5
+8.96799  8.22514  5
+4.30686  -3.77064  5
+4.93563  -2.17216  5
+5.17733  -0.814761  5
+7.82605  3.60719  5
+-2.91463  7.86977  5
+-4.94531  6.7106  5
+1.62834  0.493812  5
+12.977  2.04322  5
+5.09127  -3.83338  5
+-8.04881  6.6609  5
+3.99283  0.0638659  5
+1.63371  3.56097  5
+8.02647  2.84756  5
+-6.10105  1.85929  5
+-1.1779  2.52419  5
+0.695207  2.71839  5
+-2.68079  5.70324  5
+11.7375  5.00656  5
+-1.77092  -1.68061  5
+-2.97868  3.41728  5
+-0.370456  6.7466  5
+5.00147  8.27174  5
+-2.2907  -1.43738  5
+-9.30166  -2.4587  5
+1.9714  1.94833  5
+0.397733  -0.76196  5
+3.31097  -5.1518  5
+-4.83887  1.15181  5
+0.639433  6.28158  5
+-7.3024  7.48131  5
+-5.50179  6.48834  5
+-9.60045  -4.2444  5
+-1.07479  2.3999  5
+-8.88191  0.72365  5
+-2.7492  3.65052  5
+2.35226  3.47701  5
+-1.36277  4.96686  5
+-2.24105  5.95415  5
+4.71727  -3.72103  5
+0.326285  6.77888  5
+-5.37655  -2.43309  5
+-5.62916  3.53113  5
+-4.18169  2.40695  5
+0.036091  0.456471  5
+1.91916  -3.79522  5
+-6.47782  -0.0190141  5
+-2.36081  -0.660907  5
+9.32368  3.00638  5
+-7.50842  -0.234816  5
+-0.94  4.59998  5
+3.41021  1.72389  5
+-4.18479  0.899722  5
+3.20191  -4.27056  5
+-3.19708  1.01505  5
+5.44536  2.25157  5
+10.0825  7.18699  5
+10.6657  5.67901  5
+3.51985  1.24137  5
+-2.35764  -6.09353  5
+-7.0898  3.66954  5
+0.70734  -1.14433  5
+-7.4583  -4.71297  5
+2.24185  -3.93383  5
+7.4003  2.09532  5
+4.03369  3.84064  5
+1.62249  0.168851  5
+1.73933  0.610429  5
+-7.23506  1.64027  5
+2.243  5.64408  5
+12.2009  -1.15147  5
+46.8561  97.8985  8
+46.8416  96.6635  8
+46.4602  96.2782  8
+46.7127  97.7423  8
+46.9914  97.2041  8
+46.9173  96.7827  8
+46.7745  96.4818  8
+46.9683  96.9228  8
+46.9475  97.0782  8
+46.9178  98.2688  8
+46.8158  97.132  8
+46.4592  97.4589  8
+46.7112  99.047  8
+46.3934  98.1286  8
+47.2699  99.4634  8
+46.888  98.1687  8
+47.1195  97.7149  8
+46.648  96.5271  8
+46.8689  97.8978  8
+46.8373  96.1379  8
+46.4721  97.5516  8
+46.3042  97.7456  8
+46.8441  97.9966  8
+46.9667  96.7757  8
+46.2576  97.174  8
+46.3537  96.7191  8
+46.788  98.84  8
+46.5896  96.865  8
+46.4405  97.9658  8
+46.6816  97.7828  8
+46.8654  97.9209  8
+46.5054  97.4591  8
+46.5314  97.4193  8
+47.0844  97.1519  8
+46.7607  97.3105  8
+46.1788  97.7681  8
+46.8031  97.6769  8
+46.6754  96.6076  8
+46.6825  96.8158  8
+46.5879  97.5057  8
+47.0293  97.8876  8
+47.1024  97.2003  8
+46.4841  97.8724  8
+46.7678  97.8517  8
+47.0438  99.4431  8
+46.475  98.5681  8
+46.9435  98.7066  8
+46.5785  98.1102  8
+46.6087  97.9767  8
+46.6545  98.4958  8
+46.5087  97.675  8
+46.8251  97.4383  8
+46.7483  96.9506  8
+46.8477  98.4845  8
+46.2725  98.7478  8
+46.3932  98.6142  8
+46.903  95.7448  8
+46.8512  95.8197  8
+47.2473  98.146  8
+46.6484  97.5435  8
+46.8626  96.9986  8
+47.0493  97.9576  8
+46.6599  97.2893  8
+46.8039  97.4159  8
+46.259  98.3545  8
+46.602  98.0131  8
+46.921  97.2904  8
+47.1647  98.8029  8
+47.1102  97.6287  8
+46.5269  98.4176  8
+46.6604  99.2336  8
+46.6316  96.5949  8
+46.5649  96.9664  8
+47.0506  98.1135  8
+46.8383  96.4201  8
+46.3531  97.3522  8
+46.5944  97.8713  8
+46.6731  95.1606  8
+46.5163  97.8681  8
+46.5566  97.0541  8
+46.531  97.2174  8
+46.7041  96.5078  8
+47.2848  97.2332  8
+46.9291  98.1139  8
+46.3256  99.8857  8
+47.102  98.9331  8
+46.814  96.7862  8
+46.9374  96.6155  8
+46.7145  97.6226  8
+46.715  98.1566  8
+46.5158  95.5454  8
+46.5629  97.0851  8
+46.9501  98.5567  8
+46.3124  97.7652  8
+46.2066  99.5194  8
+46.9503  97.9211  8
+46.339  97.7687  8
+45.9853  96.7089  8
+47.3146  97.2134  8
+46.2186  96.9146  8
+46.4874  98.0093  8
+46.6408  97.6948  8
+46.5774  96.5733  8
+46.1674  98.0757  8
+46.1367  97.3792  8
+46.1729  96.7925  8
+46.9602  95.183  8
+46.637  99.8563  8
+47.1634  97.7161  8
+46.9084  99.7199  8
+46.455  96.705  8
+46.955  98.8835  8
+46.765  98.7974  8
+46.1961  98.006  8
+46.3598  97.1438  8
+46.5656  98.3999  8
+47.1086  96.9564  8
+47.3158  99.949  8
+46.5392  96.9697  8
+47.5078  97.6512  8
+46.6645  97.5788  8
+46.4633  98.4374  8
+46.632  96.4211  8
+46.684  96.3748  8
+47.0257  96.4409  8
+46.5726  99.7075  8
+46.372  97.9994  8
+46.5176  97.0279  8
+46.5873  96.9607  8
+46.4106  97.5547  8
+46.5163  97.2247  8
+46.5243  98.0861  8
+46.5143  97.7893  8
+46.3077  97.8731  8
+46.9413  97.0721  8
+46.7776  97.7588  8
+46.9127  97.8808  8
+46.3164  97.2455  8
+46.9484  96.5465  8
+46.7762  98.4775  8
+46.989  98.1925  8
+46.7029  98.3393  8
+46.5889  98.5784  8
+46.9014  98.1903  8
+46.6347  96.7807  8
+46.3536  97.1091  8
+46.7157  99.4054  8
+46.7234  99.337  8
+46.7502  98.1035  8
+47.2217  97.0716  8
+46.2567  98.1482  8
+46.8522  94.8742  8
+46.3502  97.0685  8
+46.2311  98.0683  8
+47.02  97.9608  8
+46.8203  96.7425  8
+46.8181  97.7725  8
+46.4673  97.0973  8
+46.4067  99.07  8
+46.9564  98.5048  8
+46.6692  96.6604  8
+47.1612  98.1991  8
+46.6564  96.6772  8
+46.5594  98.7963  8
+47.4426  97.3721  8
+47.0102  98.0624  8
+46.5032  98.8213  8
+46.6145  96.7089  8
+47.1639  98.4716  8
+47.2586  98.2868  8
+46.9278  97.6147  8
+47.0204  98.9521  8
+45.9869  98.3687  8
+47.0106  97.5301  8
+46.7703  96.7064  8
+46.5817  96.6913  8
+46.5698  98.0398  8
+46.4025  97.1813  8
+46.189  98.2358  8
+46.193  97.6883  8
+47.0593  98.0335  8
+46.6658  97.8147  8
+46.4066  97.8696  8
+46.3388  97.914  8
+46.7286  98.4514  8
+46.9915  96.9698  8
+46.9412  97.1415  8
+46.5364  98.9139  8
+46.5315  96.4185  8
+47.1419  97.2853  8
+46.351  98.0415  8
+46.585  98.1207  8
+46.769  96.8816  8
+46.6161  99.2195  8
+46.8233  98.8489  8
+46.4523  96.1711  8
+46.8374  97.4622  8
+46.5149  96.9054  8
+46.602  96.1774  8
+46.5315  95.7907  8
+46.3252  97.3333  8
+46.7356  95.5964  8
+46.8493  97.1612  8
+46.3894  97.0569  8
+46.7776  99.1992  8
+47.0271  98.2515  8
+47.0145  97.8455  8
+46.898  97.5772  8
+46.5732  98.1306  8
+46.6545  98.2411  8
+46.5216  95.1804  8
+46.3795  96.0969  8
+46.9031  96.7382  8
+46.3574  97.2506  8
+47.1661  97.7714  8
+46.6209  99.8443  8
+46.77  97.9611  8
+46.6682  99.1463  8
+46.7765  98.5504  8
+46.9267  96.784  8
+46.5207  97.071  8
+46.5703  97.2067  8
+46.831  98.0702  8
+46.7175  98.2498  8
+46.7156  98.0367  8
+46.9933  96.9021  8
+46.7886  96.9757  8
+46.6007  97.5568  8
+46.5315  98.0102  8
+46.6238  96.7985  8
+47.1479  97.6063  8
+46.4097  96.8193  8
+46.6684  98.1812  8
+46.7959  96.8826  8
+46.8998  97.0426  8
+47.2447  96.8455  8
+46.5496  96.9662  8
+46.9293  98.9393  8
+47.0228  98.5483  8
+46.6132  96.7525  8
+46.6835  96.7918  8
+46.9555  99.3202  8
+46.625  97.9187  8
+46.5252  98.3655  8
+46.7008  98.0457  8
+46.5398  97.3689  8
+46.7512  99.3429  8
+47.0768  99.8496  8
+46.659  98.043  8
+46.5479  97.6389  8
+46.9157  98.0732  8
+46.6428  97.0618  8
+46.4175  98.5782  8
+47.0373  96.5907  8
+46.8521  95.2534  8
+46.2121  97.4255  8
+46.5087  98.0472  8
+46.4243  98.3533  8
+46.5749  97.7495  8
+46.5066  96.8138  8
+47.0033  96.7007  8
+46.3021  96.3472  8
+47.0555  97.6184  8
+46.7625  97.2768  8
+46.9152  96.8095  8
+46.8526  96.4927  8
+46.9735  98.3559  8
+46.5275  96.8696  8
+46.37  98.1412  8
+46.7295  98.0914  8
+46.6313  97.1242  8
+47.0642  97.8177  8
+46.7369  97.1109  8
+46.2172  97.8546  8
+46.3558  97.1101  8
+46.5212  97.8762  8
+47.078  98.0654  8
+46.9496  96.2408  8
+46.4143  96.7127  8
+46.6686  98.2456  8
+45.7663  96.8454  8
+46.9618  97.9479  8
+46.78  98.2831  8
+46.3811  97.5172  8
+47.1949  96.2542  8
+46.8597  98.2963  8
+46.9287  96.9239  8
+46.557  98.3573  8
+47.4469  97.1521  8
+46.8447  97.7708  8
+46.3489  96.9911  8
+46.8837  99.1218  8
+46.3846  97.9074  8
+46.8051  97.1442  8
+47.3268  97.373  8
+46.4207  98.3194  8
+46.5076  99.4655  8
+47.3039  95.6372  8
+46.9581  98.7394  8
+46.8243  97.1014  8
+47.0037  97.4976  8
+46.7505  96.9469  8
+46.6066  96.6853  8
+47.0229  97.6962  8
+46.8556  98.2446  8
+46.9865  97.807  8
+46.5313  97.7366  8
+46.3971  97.28  8
+46.5744  98.289  8
+46.9842  96.9101  8
+46.817  97.9921  8
+46.4645  96.9861  8
+46.1864  95.4522  8
+46.6734  96.5289  8
+46.7991  96.1429  8
+47.2485  96.8359  8
+46.7249  97.6652  8
+46.7152  99.2337  8
+46.7289  96.2303  8
+46.7253  97.4934  8
+47.0489  98.77  8
+46.7341  99.2624  8
+46.4837  98.9432  8
+46.8485  96.8085  8
+46.7738  98.1114  8
+46.4683  97.9079  8
+46.4505  96.4696  8
+46.6628  97.9374  8
+46.792  98.7427  8
+46.9446  96.5463  8
+46.4672  96.9506  8
+46.5609  97.4632  8
+46.5964  96.1828  8
+46.3169  96.7562  8
+47.121  97.4957  8
+46.5687  97.9135  8
+47.214  98.1828  8
+46.4651  96.1499  8
+46.6054  98.6599  8
+46.8178  98.2631  8
+46.8222  97.383  8
+46.6923  96.7786  8
+46.4988  98.0345  8
+46.8991  97.6042  8
+47.0519  96.4753  8
+46.1498  98.8999  8
+46.586  96.35  8
+46.6059  97.8301  8
+47.1183  98.0723  8
+46.6617  97.9003  8
+46.5575  97.9043  8
+46.6516  98.5847  8
+47.0235  97.1376  8
+47.1024  97.3328  8
+46.4445  96.9594  8
+46.5609  98.0655  8
+46.5731  97.5946  8
+46.1865  97.7227  8
+46.5671  98.1244  8
+46.4306  96.3438  8
+46.9301  98.5617  8
+46.8742  98.3594  8
+46.5588  98.7898  8
+46.5237  98.5861  8
+46.4943  97.162  8
+46.5252  98.6681  8
+46.766  98.6994  8
+46.6523  98.6087  8
+46.8653  97.4346  8
+46.6171  97.0944  8
+46.4471  97.8565  8
+46.893  96.7955  8
+46.7267  99.271  8
+46.9025  97.8068  8
+46.2772  98.0083  8
+46.4573  96.9402  8
+46.4523  96.1453  8
+46.4924  97.9978  8
+46.7979  97.0451  8
+47.0281  98.2777  8
+46.6854  98.829  8
+46.2903  96.7216  8
+46.6661  98.73  8
+46.6764  96.1902  8
+46.8709  98.1225  8
+46.9612  98.56  8
+46.8291  99.3309  8
+46.5931  96.7585  8
+47.0305  98.2756  8
+47.0987  98.5335  8
+46.5922  98.4491  8
+46.9719  96.9798  8
+46.5271  97.9006  8
+46.9003  97.1881  8
+46.9146  97.2717  8
+46.7988  97.5314  8
+46.7203  97.0126  8
+46.5724  98.0873  8
+46.1339  98.054  8
+46.3826  97.5336  8
+47.2287  98.2187  8
+46.9248  98.553  8
+46.4297  96.8159  8
+46.3007  96.6835  8
+47.1466  97.0955  8
+47.0695  96.4776  8
+46.726  98.2215  8
+47.0347  97.8555  8
+46.5335  99.3149  8
+46.5477  98.2022  8
+46.9019  96.3167  8
+46.7368  97.262  8
+46.7786  99.7681  8
+46.8741  99.1138  8
+46.5626  99.4614  8
+46.4747  97.4475  8
+46.2026  98.1928  8
+46.3383  98.3835  8
+46.542  97.2429  8
+46.7819  97.6607  8
+46.8051  97.8664  8
+46.6427  98.0271  8
+46.5849  97.398  8
+46.7824  96.4489  8
+46.7976  97.752  8
+46.7184  96.9687  8
+46.7825  98.4931  8
+46.9262  97.9827  8
+46.6928  97.5397  8
+46.6757  97.6326  8
+46.5386  98.556  8
+46.9401  97.3801  8
+47.1088  97.0551  8
+47.404  97.1537  8
+6.9742  63.5598  7
+6.46399  66.146  7
+18.5047  77.5835  7
+16.0333  73.5723  7
+7.42553  74.8369  7
+11.7781  75.2099  7
+13.3548  68.5617  7
+18.0088  72.8295  7
+9.93295  72.9016  7
+12.3635  72.4916  7
+16.8757  72.5421  7
+6.59346  79.6186  7
+11.4979  71.8487  7
+15.8975  79.1598  7
+16.0393  72.5746  7
+18.8133  77.0823  7
+12.974  65.8262  7
+17.7227  70.795  7
+15.8848  77.1236  7
+16.7038  78.8864  7
+14.7131  74.4971  7
+15.008  72.6344  7
+14.0303  76.2621  7
+19.836  74.8614  7
+12.3228  71.7349  7
+11.8228  60.8732  7
+17.1616  66.4786  7
+9.1945  74.8571  7
+10.9675  74.9959  7
+14.0197  75.2624  7
+17.8185  69.8292  7
+14.9716  74.8698  7
+11.3575  69.0807  7
+15.2966  72.657  7
+17.5655  75.8027  7
+13.5258  69.1893  7
+16.7934  67.3642  7
+17.9568  70.4081  7
+9.38253  69.0601  7
+10.0653  74.5443  7
+7.92786  74.4489  7
+14.5688  74.071  7
+12.0616  78.308  7
+18.8568  72.2338  7
+15.0005  77.0597  7
+17.6146  73.2862  7
+14.5691  80.9173  7
+14.5615  73.5849  7
+12.4247  65.1364  7
+21.0351  70.5554  7
+14.4129  66.9985  7
+16.8253  69.0902  7
+13.8975  70.8838  7
+4.83364  70.7908  7
+17.4459  69.786  7
+15.4855  73.1077  7
+6.61716  71.7575  7
+12.7626  67.7246  7
+21.7233  74.3631  7
+15.7184  62.5602  7
+18.4173  69.2612  7
+15.4037  76.1274  7
+16.1142  73.4925  7
+20.2021  67.7087  7
+18.6125  71.3553  7
+15.9821  81.7773  7
+14.7601  70.3693  7
+11.0119  77.4211  7
+14.9101  74.4998  7
+16.4344  79.3438  7
+22.9702  71.7193  7
+5.1016  79.3232  7
+14.3271  76.0561  7
+11.96  84.2657  7
+8.03136  75.8108  7
+11.6875  79.217  7
+13.3976  60.3978  7
+19.1962  77.9851  7
+17.5152  68.3059  7
+21.5956  73.967  7
+13.9858  72.2624  7
+14.5007  67.7301  7
+8.86643  76.7621  7
+11.913  63.5411  7
+17.4928  64.2277  7
+14.662  74.6725  7
+12.9914  71.8402  7
+14.6694  74.8898  7
+11.9876  73.1704  7
+6.79527  67.7802  7
+18.268  79.6573  7
+11.0498  77.0895  7
+18.1086  70.1339  7
+13.6122  74.0688  7
+6.93684  72.113  7
+12.58  77.3262  7
+15.1078  66.2657  7
+16.0514  75.7698  7
+10.383  67.3842  7
+15.9949  73.0173  7
+8.78849  80.0371  7
+15.9425  58.4478  7
+13.8141  68.9628  7
+23.1919  75.9825  7
+9.33767  72.7899  7
+13.1499  77.948  7
+9.31113  66.0853  7
+13.6298  77.9882  7
+14.7806  70.4936  7
+10.7807  77.9293  7
+12.1075  84.2081  7
+18.0637  73.155  7
+12.2869  72.1929  7
+17.8834  78.6057  7
+15.0611  71.2426  7
+12.6032  69.0315  7
+16.11  73.644  7
+17.0151  77.1487  7
+16.9914  76.5998  7
+13.863  67.3368  7
+13.7336  72.1281  7
+15.799  66.3803  7
+17.5132  70.087  7
+11.6782  68.8306  7
+17.9938  70.2958  7
+13.355  77.3186  7
+15.2698  74.2343  7
+21.8976  83.2627  7
+11.1427  82.1626  7
+15.2363  70.1339  7
+11.1334  70.5787  7
+13.1384  74.7592  7
+17.1843  76.3483  7
+16.9459  73.1542  7
+10.6792  78.5428  7
+13.1234  74.1113  7
+18.9347  62.8147  7
+10.8564  65.1915  7
+14.1361  74.144  7
+16.8179  73.4168  7
+20.4314  79.1002  7
+12.5282  71.6858  7
+16.3075  74.0084  7
+12.6015  76.6854  7
+11.4256  72.069  7
+8.67112  73.6595  7
+20.0546  77.4793  7
+5.66921  74.7665  7
+21.1012  86.303  7
+15.3943  70.1011  7
+7.07924  76.6519  7
+15.2409  78.2069  7
+11.3114  73.1903  7
+12.5313  69.8949  7
+9.56799  68.0229  7
+13.2154  72.8227  7
+10.9088  79.7561  7
+10.1041  74.6244  7
+15.213  67.1256  7
+13.5404  68.5892  7
+24.516  72.4898  7
+13.902  65.4107  7
+18.9457  67.3117  7
+15.8751  77.2214  7
+10.0324  70.5172  7
+18.7745  68.0842  7
+11.1172  67.8786  7
+15.6576  78.1547  7
+11.7784  62.7092  7
+10.6007  72.7629  7
+16.4342  70.7504  7
+16.0939  68.6336  7
+7.32682  80.992  7
+21.7923  77.9965  7
+20.7545  72.5261  7
+9.97794  71.7252  7
+16.5896  70.6464  7
+17.7794  70.8952  7
+17.0605  66.86  7
+4.44968  79.6235  7
+19.4552  65.6815  7
+10.8662  80.0937  7
+12.8369  73.5149  7
+14.0044  74.3141  7
+10.4842  72.3611  7
+15.4378  70.5417  7
+7.7826  79.7765  7
+15.2945  77.8664  7
+17.1188  73.3233  7
+17.8253  73.2815  7
+13.4018  68.7243  7
+12.8319  77.1705  7
+11.8416  71.5687  7
+15.4133  68.3427  7
+14.3874  75.0911  7
+14.7618  78.3312  7
+8.56969  76.0649  7
+4.87489  76.7773  7
+14.7324  79.746  7
+16.1758  68.1576  7
+11.6288  72.0451  7
+18.4902  73.4662  7
+3.62344  59.9285  7
+15.5947  74.5344  7
+10.878  79.1342  7
+14.8407  69.6396  7
+2.84344  71.5012  7
+12.4883  66.8669  7
+10.468  64.6173  7
+7.77496  71.3847  7
+18.6877  77.3514  7
+10.2618  81.514  7
+23.1101  77.8435  7
+8.29675  77.0656  7
+13.1048  78.2182  7
+14.0717  77.3593  7
+10.4853  70.9936  7
+8.14661  75.3408  7
+10.9537  72.6611  7
+19.3943  80.9806  7
+19.4368  71.8462  7
+11.8372  69.65  7
+13.8936  71.6775  7
+16.4462  68.2286  7
+9.35932  82.8769  7
+11.4419  75.8901  7
+8.00972  67.9883  7
+16.1423  72.6532  7
+17.5449  72.9405  7
+20.2077  79.7205  7
+12.0972  76.5809  7
+15.0473  66.1835  7
+18.005  68.9914  7
+15.5652  65.9837  7
+8.20881  72.9559  7
+13.2994  69.3226  7
+14.3928  71.4406  7
+13.144  76.8367  7
+13.4069  69.89  7
+15.2506  72.4894  7
+15.4718  65.3772  7
+6.28291  68.7217  7
+17.0008  71.9158  7
+12.782  73.8156  7
+15.6109  71.2024  7
+25.0523  67.318  7
+11.0317  70.1689  7
+14.3198  77.6605  7
+9.76055  76.678  7
+13.009  68.9532  7
+9.03985  70.387  7
+9.91819  67.126  7
+9.39186  67.6286  7
+9.23366  76.9973  7
+9.90062  72.9595  7
+13.7697  69.6652  7
+18.7182  71.6706  7
+19.3225  74.307  7
+18.034  83.5673  7
+18.4821  70.9698  7
+14.2428  70.0197  7
+15.9691  79.5589  7
+17.8546  64.5312  7
+17.3575  74.0294  7
+14.7628  73.0349  7
+17.5428  70.2942  7
+12.409  71.5285  7
+7.64793  75.4301  7
+23.4986  72.5452  7
+8.38578  70.7554  7
+9.747  68.1746  7
+9.07505  71.9796  7
+12.2811  73.9022  7
+11.2408  68.1408  7
+12.8555  73.0838  7
+15.6769  73.0767  7
+15.2056  63.572  7
+18.9136  71.6167  7
+11.0493  76.097  7
+14.999  79.7878  7
+17.6008  72.28  7
+7.44971  81.2882  7
+12.2055  76.7956  7
+18.1146  71.9282  7
+13.7783  78.709  7
+26.147  73.308  7
+16.1113  76.1851  7
+15.8876  74.961  7
+13.2603  72.4898  7
+20.6139  74.1227  7
+15.5693  72.1147  7
+7.4477  74.1965  7
+13.3477  72.3795  7
+11.4621  82.6934  7
+13.2552  81.1053  7
+15.5997  70.0399  7
+13.6189  80.0286  7
+11.752  78.6136  7
+11.9002  70.894  7
+15.2897  82.206  7
+14.2906  74.9315  7
+11.0522  73.673  7
+22.7165  64.5184  7
+15.378  77.9423  7
+10.8619  70.9644  7
+9.65983  76.2478  7
+15.5432  71.3917  7
+15.8865  75.6598  7
+12.1625  77.7504  7
+9.74072  70.1159  7
+15.6409  70.2935  7
+12.8535  76.8015  7
+13.4595  76.9247  7
+20.7965  72.3806  7
+18.9609  72.8208  7
+22.3784  75.6609  7
+14.1641  72.1781  7
+9.92617  69.1983  7
+18.2911  69.3891  7
+15.3908  72.8343  7
+10.0663  75.3633  7
+12.7845  67.7347  7
+12.7302  72.6837  7
+12.6735  67.9715  7
+16.9401  68.9921  7
+9.40018  70.906  7
+14.7253  71.9753  7
+5.26614  77.5098  7
+9.76337  68.8844  7
+16.3041  80.022  7
+18.6544  80.0636  7
+20.5745  76.1862  7
+13.8585  63.6911  7
+9.7573  63.8881  7
+12.1147  73.6008  7
+10.8968  73.0989  7
+12.5356  75.0092  7
+7.43643  74.1687  7
+13.3259  69.9454  7
+16.6829  75.7218  7
+12.5697  70.5723  7
+10.3905  75.958  7
+18.9164  76.0827  7
+14.6007  72.0524  7
+19.4285  74.9735  7
+19.9799  75.5132  7
+15.5005  68.7026  7
+16.0318  67.8982  7
+21.0952  64.5587  7
+13.9007  74.8945  7
+19.6489  74.7528  7
+12.4929  71.4185  7
+17.6386  76.1382  7
+8.57432  82.6621  7
+9.58557  66.1414  7
+11.0456  69.5803  7
+12.1605  70.8958  7
+14.9477  78.2299  7
+17.7285  67.1226  7
+13.2754  79.3836  7
+10.229  76.4249  7
+14.0693  71.434  7
+12.8931  71.7727  7
+17.9009  71.8102  7
+13.2442  77.9717  7
+9.36279  71.5327  7
+13.0456  63.7823  7
+9.42968  66.6865  7
+14.5659  72.133  7
+21.7401  73.3919  7
+11.9362  71.9542  7
+7.55315  76.3411  7
+9.42557  72.671  7
+17.4073  74.5066  7
+16.0269  73.4295  7
+7.34307  77.196  7
+16.7426  70.0379  7
+12.9911  75.7311  7
+16.858  69.2427  7
+16.0424  76.8963  7
+17.2367  81.0253  7
+18.8085  79.1206  7
+13.228  74.7781  7
+7.82159  70.8112  7
+8.82195  74.3393  7
+18.0928  62.4608  7
+14.4714  78.7609  7
+17.2222  70.2953  7
+14.0585  66.8945  7
+15.1509  71.3675  7
+23.0115  77.1704  7
+10.7838  66.9981  7
+14.0673  71.4014  7
+20.0259  75.849  7
+13.735  74.2524  7
+19.1428  75.8848  7
+14.5204  72.0799  7
+12.9293  71.9116  7
+7.91306  70.0406  7
+11.1569  72.5301  7
+18.5769  82.9214  7
+17.0431  77.3224  7
+19.8204  72.0764  7
+15.1146  73.3423  7
+14.9551  81.5398  7
+16.7977  64.5207  7
+20.8961  73.9012  7
+11.3243  75.4182  7
+15.4702  64.015  7
+12.9239  82.308  7
+13.1114  72.7146  7
+13.221  81.1251  7
+23.681  71.2745  7
+4.019  76.7883  7
+12.4485  75.9931  7
+19.9562  64.5198  7
+13.851  71.5423  7
+11.163  66.8932  7
+14.6376  76.2576  7
+16.9634  70.2364  7
+19.0134  78.3643  7
+10.6944  72.2111  7
+16.2133  65.9127  7
+10.9631  72.7751  7
+11.3727  71.7992  7
+18.5126  76.2785  7
+15.9101  74.2728  7
+18.5133  76.754  7
+15.8657  82.2787  7
+9.9406  78.2441  7
+14.0614  71.4062  7
+11.6339  73.6409  7
+18.1891  77.3399  7
+14.2462  70.3142  7
+14.2587  68.6824  7
+14.1859  77.6699  7
+41.4421  95.1835  8
+49.9689  93.1219  8
+48.9502  98.5986  8
+48.8835  101.19  8
+50.1349  94.0788  8
+44.9024  96.1416  8
+47.4277  96.6013  8
+48.7175  98.3238  8
+49.6  98.8651  8
+49.647  97.3412  8
+51.0073  96.0242  8
+45.4451  105.71  8
+52.1357  97.8324  8
+47.5369  96.3437  8
+48.0226  98.1668  8
+50.0173  97.4693  8
+46.9606  98.8998  8
+52.3675  98.3242  8
+47.3761  95.6861  8
+50.4993  95.3446  8
+48.3599  95.8236  8
+53.2012  99.5836  8
+48.834  97.0675  8
+51.4258  97.8536  8
+48.2486  98.0379  8
+50.5352  95.2385  8
+51.966  94.314  8
+51.0185  97.0484  8
+53.4679  93.897  8
+51.7624  94.7498  8
+55.3625  99.6402  8
+50.1651  95.5381  8
+48.5293  97.2518  8
+47.6447  97.9821  8
+50.6167  97.58  8
+50.9469  97.2312  8
+50.3737  98.3207  8
+50.9797  98.5861  8
+53.1431  97.0138  8
+45.5952  98.8883  8
+54.1421  95.9169  8
+51.5126  99.1836  8
+49.3575  94.2565  8
+55.9648  101.242  8
+54.0428  96.5008  8
+50.9739  97.871  8
+49.7275  93.3433  8
+52.4788  96.101  8
+47.9087  98.787  8
+49.5041  95.175  8
+51.7279  96.4927  8
+50.3544  99.4839  8
+48.0173  95.9962  8
+48.7575  95.0564  8
+45.5439  96.7317  8
+47.2433  92.9991  8
+50.1988  92.8083  8
+50.4409  95.9461  8
+51.6926  96.0898  8
+50.5479  97.1375  8
+47.9703  97.8309  8
+55.3622  97.4572  8
+51.2496  95.7789  8
+53.0253  96.6107  8
+48.7691  97.7165  8
+52.5326  99.717  8
+47.4153  96.1176  8
+54.98  100.573  8
+50.2622  99.4942  8
+46.1076  97.2104  8
+46.0329  94.5252  8
+51.6916  95.1614  8
+46.5102  96.4943  8
+51.3057  94.2738  8
+44.0614  94.5153  8
+51.6252  97.2491  8
+46.6135  99.319  8
+52.2948  98.226  8
+48.1176  98.1658  8
+51.9199  95.6656  8
+49.6601  97.6666  8
+48.2809  97.1118  8
+50.6258  98.7189  8
+54.5118  97.0744  8
+47.948  98.1689  8
+49.2226  94.6523  8
+53.3937  96.3825  8
+53.1772  96.6464  8
+53.2555  96.4591  8
+51.606  98.8852  8
+47.2193  96.1011  8
+45.934  98.4114  8
+47.952  92.6304  8
+51.9725  96.3493  8
+52.9004  102.211  8
+48.9986  96.982  8
+48.3003  96.289  8
+47.2406  96.6319  8
+45.0341  95.9396  8
+50.452  96.4533  8
+55.8699  93.6161  8
+49.1143  96.7294  8
+49.5852  99.4858  8
+46.9503  96.2251  8
+46.9918  95.9268  8
+50.3754  97.1761  8
+50.7271  100.905  8
+46.92  95.0981  8
+54.6489  96.057  8
+51.3893  93.5392  8
+42.223  98.2652  8
+47.255  96.2813  8
+50.7468  100.008  8
+53.5001  98.5525  8
+50.0758  95.7402  8
+52.6382  97.9511  8
+50.7758  93.3224  8
+49.7789  95.0243  8
+53.3533  95.3494  8
+50.7794  96.8392  8
+48.6835  93.7599  8
+50.5545  100.139  8
+49.9814  99.9025  8
+49.4176  100.063  8
+49.3004  98.1639  8
+51.9416  99.8599  8
+50.779  97.6581  8
+47.4913  95.4818  8
+50.0526  96.9909  8
+51.8662  98.7923  8
+45.192  96.118  8
+52.0513  95.2885  8
+45.1058  98.8115  8
+97.3191  68.0847  9
+99.9103  67.9731  9
+101.142  68.0599  9
+95.8612  68.0137  9
+95.3405  68.0971  9
+96.6713  68.2601  9
+97.7959  67.9033  9
+99.3944  68.066  9
+98.8196  68.1389  9
+100.835  68.3521  9
+96.0567  68.2631  9
+97.7124  67.987  9
+97.6818  68.1729  9
+95.6442  68.2786  9
+94.9751  67.9418  9
+97.0649  68.1848  9
+98.1745  68.299  9
+97.5609  68.0262  9
+97.6705  67.9386  9
+101.017  68.0252  9
+96.6478  68.1323  9
+94.2996  68.1649  9
+96.9756  68.3145  9
+97.2107  67.9364  9
+97.7873  68.2199  9
+97.1539  68.1341  9
+94.7383  68.2297  9
+101.351  68.0265  9
+95.6913  67.955  9
+98.0526  67.943  9
+97.6307  68.0589  9
+96.5153  68.0757  9
+99.7218  68.0519  9
+100.13  68.0103  9
+96.6848  68.0285  9
+98.2577  68.0187  9
+97.8715  68.1369  9
+95.303  68.0653  9
+96.7226  68.0783  9
+96.6646  68.1718  9
+102.01  68.0171  9
+92.8552  68.1594  9
+98.4827  68.0471  9
+98.677  68.3001  9
+94.9963  68.1207  9
+95.0845  68.2416  9
+95.2289  67.9679  9
+98.8395  68.1763  9
+97.5372  67.8789  9
+95.0989  68.0631  9
+96.2249  68.1139  9
+100.754  67.9854  9
+94.6755  68.0948  9
+95.0181  67.8509  9
+98.3966  68.1505  9
+95.9037  68.2702  9
+98.3384  67.9264  9
+98.3108  68.0733  9
+98.3052  68.0953  9
+96.3574  68.0066  9
+97.6805  68.024  9
+98.1658  68.0928  9
+95.5992  68.1486  9
+96.6595  68.1624  9
+96.3046  68.1027  9
+97.6432  68.2355  9
+97.8414  67.9624  9
+99.2772  67.7924  9
+99.1261  68.0036  9
+100.67  68.1046  9
+97.6889  68.172  9
+99.9417  67.9191  9
+95.1743  68.2626  9
+98.7606  67.9607  9
+99.7031  68.0427  9
+94.3437  67.9619  9
+95.6103  68.2285  9
+97.7253  68.3245  9
+97.323  67.9701  9
+97.691  67.9551  9
+97.5687  68.1529  9
+97.2912  67.8588  9
+100.286  68.0849  9
+97.8297  67.9631  9
+95.4533  68.5077  9
+96.3836  68.1377  9
+95.3567  68.0426  9
+98.4426  68.0826  9
+94.4767  68.1639  9
+98.2559  68.0158  9
+96.5007  67.9212  9
+96.8852  68.1787  9
+96.834  67.9841  9
+98.4335  68.2043  9
\ No newline at end of file
diff --git a/data/2d_4c.data b/data/2d_4c.data
new file mode 100644
index 0000000..f9045b5
--- /dev/null
+++ b/data/2d_4c.data
@@ -0,0 +1,2991 @@
+2990
+1.00007  40.9378  0
+0.99736  41.1714  0
+0.134799  41.8113  0
+2.47585  41.6346  0
+-3.0587  41.3887  0
+0.73266  41.4888  0
+0.35745  41.8429  0
+0.157674  41.7513  0
+2.69103  41.8298  0
+0.536346  41.5344  0
+2.46873  41.4813  0
+-1.91946  40.8824  0
+3.44394  41.3349  0
+2.88157  41.1534  0
+-0.53933  41.4057  0
+-0.0276636  41.1127  0
+0.0933292  41.0051  0
+0.209173  41.7993  0
+-0.0668266  41.7829  0
+1.79969  42.3177  0
+0.510155  41.6298  0
+0.138588  41.1531  0
+-0.0175984  41.694  0
+0.618498  41.4093  0
+-2.63433  41.9534  0
+2.01141  41.222  0
+5.57577  41.5869  0
+1.40539  41.53  0
+3.55797  41.8688  0
+2.68052  41.3868  0
+2.95654  41.486  0
+-0.391807  41.2361  0
+4.00381  41.4221  0
+1.44796  41.0426  0
+0.201187  41.4562  0
+0.795719  41.6564  0
+0.502018  41.5292  0
+0.290078  41.6987  0
+1.19913  40.799  0
+-1.28096  41.1171  0
+0.030134  41.4093  0
+1.99597  41.7064  0
+3.11367  41.4872  0
+0.546399  41.5257  0
+-1.00433  41.3616  0
+1.22587  42.0243  0
+-0.202468  41.863  0
+-1.40362  40.9709  0
+0.977844  40.6544  0
+2.66858  41.613  0
+3.87692  41.5591  0
+2.62824  41.4168  0
+2.06543  41.3289  0
+-1.63482  41.3223  0
+2.00123  41.8628  0
+3.64504  42.0131  0
+-2.36311  41.4501  0
+2.6411  41.6433  0
+-2.92099  40.9228  0
+1.66685  41.3844  0
+1.35976  41.4936  0
+2.40343  42.0717  0
+-0.156466  41.3901  0
+-0.149501  41.3361  0
+2.31285  41.3771  0
+2.73428  41.6682  0
+0.703931  40.8069  0
+2.65785  41.2811  0
+4.18733  41.6706  0
+0.21038  41.3822  0
+-2.37222  41.5596  0
+2.14842  42.1958  0
+3.90696  41.487  0
+0.805582  40.9885  0
+2.88554  41.7446  0
+0.4224  41.6881  0
+4.28893  41.7292  0
+0.709065  41.6168  0
+-1.114  41.4017  0
+0.00767159  41.3293  0
+2.98833  41.0246  0
+-0.895292  41.5051  0
+3.71451  41.4277  0
+-0.34788  40.9151  0
+3.6333  41.5624  0
+3.86924  41.0564  0
+-0.228855  40.791  0
+3.10995  41.9408  0
+2.41484  41.1329  0
+3.09267  41.8441  0
+-1.40569  40.9844  0
+2.83167  41.5767  0
+-2.08925  41.8549  0
+-0.0413047  41.4111  0
+0.99321  41.2289  0
+5.49799  42.229  0
+4.56593  41.3131  0
+2.62767  41.2001  0
+1.86702  41.0572  0
+0.99447  40.9706  0
+1.35799  41.9985  0
+0.965753  41.2944  0
+5.09559  41.0741  0
+1.36247  41.1762  0
+1.69922  41.2959  0
+3.16355  41.7048  0
+5.25389  41.8303  0
+0.531934  41.5568  0
+3.28948  41.5843  0
+0.10212  41.6421  0
+-2.09836  41.0296  0
+1.1946  41.225  0
+0.0879961  41.7027  0
+-0.344577  41.9871  0
+-0.195498  41.2088  0
+2.2287  41.8828  0
+3.68595  41.7489  0
+2.78496  41.4375  0
+-1.03866  41.3832  0
+0.83488  40.8743  0
+1.10206  41.6165  0
+2.73045  42.2562  0
+1.85942  42.4662  0
+-2.90953  41.7232  0
+3.17061  41.78  0
+-1.28675  41.7713  0
+3.19275  41.3024  0
+2.44799  41.3377  0
+1.01221  41.3916  0
+2.86381  41.3201  0
+2.53895  41.8226  0
+0.652358  41.6833  0
+2.95625  41.2105  0
+2.05624  41.7799  0
+2.73907  41.5838  0
+0.19292  41.4039  0
+-1.90824  41.2266  0
+3.31292  41.8747  0
+-1.17188  41.499  0
+-1.19959  41.2945  0
+3.40639  41.4131  0
+-0.309029  41.7895  0
+2.29291  41.4736  0
+2.85405  41.4468  0
+0.906787  41.8417  0
+1.03301  41.6805  0
+2.7908  41.5484  0
+1.60142  41.0711  0
+3.07553  41.3319  0
+2.66801  41.3151  0
+1.57486  41.8305  0
+4.79379  42.3375  0
+0.683916  41.4464  0
+4.30425  41.5736  0
+-4.99684  41.4194  0
+0.407559  41.5083  0
+1.31942  41.2904  0
+-2.36349  41.9116  0
+4.31274  41.5094  0
+3.94453  41.3956  0
+46.3802  3.32142  1
+48.4628  3.09102  1
+46.1492  3.13285  1
+48.8009  2.98271  1
+46.13  3.22293  1
+48.8492  3.34834  1
+52.4008  2.66164  1
+45.6532  2.92506  1
+51.7098  3.12781  1
+49.3856  2.97191  1
+54.8398  3.09188  1
+51.3912  3.04305  1
+48.7477  2.88549  1
+47.3895  3.08509  1
+45.5833  3.42697  1
+52.1513  3.39225  1
+54.7523  3.18117  1
+47.9111  3.25294  1
+43.0308  3.16003  1
+52.5527  2.9644  1
+51.0376  3.12574  1
+39.7875  3.24483  1
+51.4247  3.02434  1
+54.9527  3.11502  1
+55.269  3.23374  1
+51.6444  3.05482  1
+52.7037  3.40248  1
+47.3123  3.11889  1
+39.9097  3.19928  1
+46.9546  3.21672  1
+54.7801  3.45151  1
+46.8688  3.30554  1
+50.7167  3.3011  1
+43.3099  3.13502  1
+49.0462  3.30432  1
+46.7978  3.14741  1
+39.1666  3.25898  1
+52.8303  3.2864  1
+43.5847  3.09874  1
+43.8313  3.26131  1
+47.0354  3.37726  1
+43.8303  3.00101  1
+49.2136  2.82901  1
+53.0703  3.25768  1
+51.5605  3.13051  1
+51.6565  3.03276  1
+54.6803  3.21761  1
+52.8974  3.11975  1
+49.8031  3.24972  1
+42.8679  3.06868  1
+49.5025  3.32133  1
+48.1066  3.25607  1
+47.5742  3.31038  1
+47.9516  3.0661  1
+45.6754  3.06525  1
+53.5019  3.2174  1
+56.9209  3.22393  1
+46.6076  3.35139  1
+45.2508  3.26453  1
+46.0753  3.31525  1
+49.2275  2.83737  1
+48.5368  3.22135  1
+51.592  3.38263  1
+52.079  3.253  1
+47.6605  3.08802  1
+52.4266  3.27257  1
+47.2102  3.07995  1
+51.7235  3.18778  1
+48.3572  3.40303  1
+50.4224  3.43891  1
+48.8457  3.17306  1
+52.3564  3.11401  1
+47.8073  3.37175  1
+45.2018  3.14158  1
+42.0126  3.31301  1
+47.1974  3.31478  1
+44.5805  3.09813  1
+47.9305  3.36138  1
+46.6296  3.05323  1
+51.7158  3.24734  1
+48.241  3.1586  1
+43.1457  3.10903  1
+53.5328  3.23527  1
+51.2686  3.05155  1
+52.6787  3.26477  1
+47.3229  3.25546  1
+50.6885  2.86228  1
+56.2172  3.26755  1
+52.5805  3.00891  1
+41.348  3.07628  1
+44.471  3.22271  1
+45.5043  3.17306  1
+52.9761  3.46274  1
+48.554  2.92317  1
+51.0304  3.05824  1
+55.3886  3.30659  1
+43.4255  3.25965  1
+51.9739  3.21241  1
+55.4508  3.21214  1
+48.8366  3.10592  1
+49.6574  3.43084  1
+48.2048  3.10344  1
+48.3355  3.2727  1
+51.1717  2.86299  1
+48.2203  3.30793  1
+45.1759  3.38008  1
+52.557  3.41086  1
+50.9924  2.98479  1
+49.8621  3.36127  1
+49.4336  3.19372  1
+48.7223  3.22935  1
+46.0376  3.53939  1
+51.1494  3.09522  1
+51.5877  3.53584  1
+54.3164  3.11213  1
+55.9106  3.02007  1
+51.3509  3.13694  1
+43.6607  3.15844  1
+50.3681  3.26108  1
+52.1362  3.10912  1
+45.1316  3.19939  1
+49.7714  2.84767  1
+45.1409  3.17001  1
+48.7293  3.39143  1
+55.6218  3.21222  1
+45.5667  3.1683  1
+50.5703  3.15988  1
+40.4224  3.12012  1
+46.9099  2.99161  1
+48.3726  2.85729  1
+46.6999  3.18883  1
+54.7413  3.47117  1
+47.3751  3.41105  1
+46.3036  3.33763  1
+45.4987  3.39797  1
+46.846  3.31468  1
+51.7251  3.43504  1
+45.2973  2.98033  1
+49.8244  3.21477  1
+47.2907  3.14332  1
+55.7865  3.11092  1
+47.5147  3.13047  1
+51.9523  3.20358  1
+53.7048  3.15458  1
+55.4817  2.9708  1
+47.0661  2.97888  1
+51.1148  3.04882  1
+55.7009  3.23165  1
+49.0926  3.0482  1
+49.2104  2.91954  1
+48.1315  3.1167  1
+43.8467  3.23859  1
+51.1212  3.10171  1
+48.241  3.27221  1
+48.7886  3.24547  1
+52.8058  3.31464  1
+54.6923  3.14978  1
+52.6505  3.483  1
+48.0059  3.01747  1
+43.2217  3.1709  1
+45.0373  3.21427  1
+50.8902  2.88582  1
+52.6745  3.24796  1
+49.427  3.25409  1
+47.8334  3.05406  1
+51.2101  3.08916  1
+46.2907  3.33246  1
+46.9564  3.06804  1
+48.7533  3.26383  1
+41.4118  3.22717  1
+57.1937  3.19327  1
+49.6908  3.18739  1
+48.1525  3.45527  1
+49.0834  2.90239  1
+45.3508  3.43377  1
+50.7461  3.29786  1
+48.4637  3.24045  1
+53.1632  3.14422  1
+44.9922  3.276  1
+52.8385  3.36757  1
+55.1785  2.78434  1
+52.6964  3.06467  1
+52.3657  3.04656  1
+52.695  2.99897  1
+47.426  2.99716  1
+45.3452  3.15207  1
+45.2563  2.95095  1
+44.9966  3.2906  1
+50.3892  3.10151  1
+42.8576  3.18715  1
+52.9982  3.05736  1
+50.0296  3.14682  1
+48.4227  3.12249  1
+45.8861  2.99218  1
+50.1186  3.39889  1
+42.2795  3.03919  1
+47.6122  2.89763  1
+44.026  3.10352  1
+49.8229  3.23362  1
+42.2478  3.25066  1
+51.3718  3.3026  1
+52.9524  3.12044  1
+51.347  3.30349  1
+49.2108  3.11055  1
+46.7317  3.08488  1
+38.398  3.33134  1
+49.4036  3.14496  1
+48.2214  3.32088  1
+38.0886  3.25209  1
+51.0267  2.86896  1
+40.9795  3.14887  1
+50.4044  3.33867  1
+48.3125  3.05636  1
+58.1081  3.45579  1
+48.4837  2.77284  1
+44.6498  3.00221  1
+48.0957  3.12917  1
+51.6222  3.31966  1
+50.5266  3.00372  1
+55.8049  3.2521  1
+44.3543  3.03395  1
+51.7189  3.2616  1
+53.1411  2.97594  1
+49.0658  3.16308  1
+43.6292  3.28213  1
+46.6628  3.07487  1
+49.0  3.25821  1
+51.1193  3.28436  1
+48.537  3.39792  1
+51.1833  3.16959  1
+50.7161  3.29627  1
+42.8636  3.07529  1
+49.4004  3.31495  1
+52.8072  3.51344  1
+44.2475  3.20818  1
+48.1885  3.19024  1
+48.0431  3.19459  1
+44.0315  3.38755  1
+45.6412  3.33712  1
+43.1365  3.05084  1
+47.0187  3.23208  1
+51.5345  3.38118  1
+57.173  3.32384  1
+44.6304  3.15582  1
+51.4211  3.42271  1
+47.8996  3.34198  1
+50.7063  3.26427  1
+51.7951  3.02464  1
+46.7669  3.3198  1
+55.0914  3.26275  1
+46.1609  3.08328  1
+44.2276  3.02086  1
+47.1665  3.08554  1
+49.9811  3.05603  1
+52.716  2.99968  1
+49.7461  3.31221  1
+50.5154  2.95242  1
+48.383  3.25018  1
+52.7087  2.79629  1
+44.2069  3.17022  1
+51.2816  3.11025  1
+46.0121  3.36816  1
+45.672  3.02456  1
+56.4607  3.18282  1
+39.4447  2.97675  1
+53.1977  3.4076  1
+48.1868  3.24323  1
+45.7023  3.11071  1
+46.9664  3.37809  1
+46.7991  3.28213  1
+53.2534  3.37943  1
+51.7157  3.14671  1
+43.9658  3.28225  1
+49.6987  3.5289  1
+47.755  3.08917  1
+48.7549  2.9592  1
+47.8815  3.30628  1
+47.6413  3.00383  1
+50.7445  3.20133  1
+51.4968  3.11166  1
+48.0207  3.00295  1
+51.4464  3.2879  1
+45.2989  3.0688  1
+41.2781  3.04708  1
+48.9077  3.32952  1
+51.8702  3.37652  1
+45.7139  2.99215  1
+46.0954  3.25909  1
+47.809  3.31064  1
+49.129  3.37745  1
+46.5891  3.21292  1
+45.8006  3.28586  1
+49.1638  3.41501  1
+51.1161  3.20525  1
+46.8335  3.27148  1
+49.3144  3.14129  1
+47.488  3.1997  1
+46.7548  3.04395  1
+52.4264  3.1654  1
+40.174  3.10943  1
+49.4648  3.22927  1
+51.5877  3.06211  1
+45.8653  3.36263  1
+44.6298  3.20112  1
+44.3965  3.39205  1
+47.911  3.30222  1
+49.4857  3.23339  1
+56.1655  3.05991  1
+53.602  3.25718  1
+56.3524  3.02202  1
+50.1797  3.27069  1
+47.9044  3.09403  1
+45.6034  3.06824  1
+48.638  3.33807  1
+45.1189  3.48732  1
+52.2518  3.45751  1
+55.5827  3.25323  1
+49.7789  2.9981  1
+45.8278  2.93058  1
+59.3848  3.20105  1
+56.9081  3.28189  1
+50.2923  3.11007  1
+49.6901  3.33219  1
+50.4372  3.33817  1
+46.6901  2.90752  1
+43.0592  3.07746  1
+53.0521  3.31728  1
+51.6457  2.91166  1
+56.4155  3.16169  1
+48.1242  3.06898  1
+51.1564  3.138  1
+45.9108  3.00238  1
+41.8679  3.41625  1
+45.2634  3.32542  1
+48.371  3.04901  1
+51.7331  3.12092  1
+55.2505  2.87529  1
+50.4898  3.26063  1
+45.7229  3.02482  1
+53.2487  3.12843  1
+40.7495  3.11301  1
+54.4269  3.0139  1
+49.8631  3.20293  1
+51.3726  3.2277  1
+45.2361  3.07773  1
+48.4523  3.07081  1
+46.287  3.13189  1
+50.3515  3.27347  1
+44.9904  3.26817  1
+42.4476  3.27972  1
+47.3749  3.03735  1
+53.4555  3.31727  1
+48.4153  3.1094  1
+53.7926  3.04449  1
+54.0196  3.39215  1
+50.2666  3.36189  1
+52.443  3.01037  1
+48.3527  3.33365  1
+48.1739  3.45715  1
+47.1748  3.10138  1
+51.9233  3.25977  1
+43.4883  3.18882  1
+54.9576  3.1186  1
+48.4501  3.26485  1
+54.5546  3.1002  1
+46.7135  3.17809  1
+49.1796  3.06229  1
+45.108  3.00187  1
+45.3851  3.18066  1
+47.5917  3.02068  1
+42.1095  3.29195  1
+47.5234  3.24008  1
+49.1828  3.21735  1
+47.529  3.169  1
+48.2168  3.20558  1
+51.3444  3.50515  1
+56.7801  3.12952  1
+43.376  3.11452  1
+51.6813  3.05728  1
+46.4761  3.33867  1
+42.7989  3.28225  1
+48.2147  3.33388  1
+43.8398  3.21452  1
+45.3259  3.32341  1
+42.4857  3.12416  1
+53.3488  3.00662  1
+40.6202  3.31405  1
+47.8093  3.37327  1
+53.1658  3.05509  1
+49.9901  3.30853  1
+46.1864  3.25731  1
+53.3771  3.31825  1
+45.314  2.97054  1
+43.5727  3.38909  1
+46.3295  2.95946  1
+52.0035  3.36222  1
+47.0441  3.09477  1
+46.4137  3.36186  1
+48.4922  2.88955  1
+47.4296  2.91461  1
+52.8988  3.00928  1
+51.0569  3.26932  1
+45.0936  3.10621  1
+51.7982  3.06612  1
+50.047  3.18173  1
+46.3997  3.47319  1
+40.6815  3.26614  1
+50.7804  3.14651  1
+50.945  3.00502  1
+53.8828  2.77829  1
+44.4023  3.38764  1
+48.7407  2.96121  1
+41.8816  3.10102  1
+50.8409  3.1567  1
+47.3503  3.31003  1
+45.4192  3.08922  1
+44.6007  3.45986  1
+45.7837  3.1961  1
+49.0422  3.00113  1
+56.4355  3.05265  1
+46.9315  3.03045  1
+48.6428  2.99467  1
+49.1295  3.08512  1
+51.5027  3.2787  1
+37.855  3.03425  1
+53.5651  2.99958  1
+52.905  3.19491  1
+52.0593  3.27347  1
+42.5397  3.19292  1
+46.9304  3.24266  1
+47.8697  3.28761  1
+48.4161  3.40762  1
+49.9486  3.16326  1
+48.4125  3.09489  1
+50.6681  3.49667  1
+46.5242  3.41124  1
+50.5101  3.56525  1
+48.7909  3.38031  1
+52.6336  3.37625  1
+46.7003  3.37347  1
+51.8202  3.02563  1
+52.3359  2.98045  1
+51.3504  3.27101  1
+47.2302  3.17823  1
+49.3377  3.2678  1
+47.4029  3.00885  1
+44.8973  3.0369  1
+51.1332  3.0311  1
+49.4433  3.16302  1
+50.8831  3.23256  1
+43.8155  3.08257  1
+48.1016  3.13554  1
+37.6605  3.24663  1
+51.6785  3.26059  1
+49.4207  3.07894  1
+48.2709  2.89937  1
+51.1283  3.07072  1
+47.2327  3.21821  1
+45.4456  2.98875  1
+57.0703  3.31448  1
+51.6428  3.34001  1
+51.6533  2.88381  1
+50.63  3.10976  1
+43.6541  3.14525  1
+53.4491  3.00302  1
+52.5741  3.26348  1
+48.216  3.32503  1
+49.352  3.24349  1
+45.4329  3.44311  1
+44.5352  3.18291  1
+47.031  3.08933  1
+48.2176  3.00225  1
+52.4414  3.05054  1
+46.6631  2.86697  1
+47.6167  3.10341  1
+48.9153  3.0127  1
+50.8521  2.94517  1
+42.3533  3.09931  1
+51.3696  3.12944  1
+51.3345  3.09018  1
+43.6623  3.41723  1
+46.6873  3.09785  1
+47.045  3.10088  1
+47.2197  3.30685  1
+51.1561  3.52719  1
+53.3846  2.99178  1
+50.2928  3.42872  1
+47.7987  3.20889  1
+46.4311  3.19132  1
+51.3061  2.96329  1
+44.7023  3.2151  1
+49.7588  2.88182  1
+44.1186  3.21516  1
+47.3292  3.00484  1
+41.8121  3.11807  1
+38.6818  3.23351  1
+46.0823  3.23881  1
+86.4786  43.0231  2
+90.5166  46.1754  2
+89.2814  44.9217  2
+84.9356  51.8863  2
+85.5441  47.9452  2
+88.371  51.2428  2
+92.554  47.3903  2
+96.9115  50.199  2
+85.6855  45.3967  2
+90.7706  41.4383  2
+88.8817  53.4048  2
+94.5828  49.3152  2
+85.2334  47.6874  2
+86.1995  53.5157  2
+85.21  50.9604  2
+94.0564  48.241  2
+87.3753  43.7219  2
+85.3393  39.4274  2
+90.9115  45.6575  2
+90.5645  49.3189  2
+89.8818  42.9256  2
+84.6589  57.9173  2
+86.5223  44.953  2
+89.7094  50.688  2
+87.6717  45.994  2
+93.0334  49.4908  2
+91.3684  49.0288  2
+86.552  45.5235  2
+88.4861  44.9406  2
+92.2209  49.4438  2
+88.5739  45.4714  2
+85.721  51.4256  2
+87.4631  55.8705  2
+89.9723  50.5565  2
+86.514  43.5825  2
+85.8972  40.6694  2
+94.2403  46.7061  2
+89.6243  46.4683  2
+83.556  39.6034  2
+88.8591  44.4038  2
+86.9261  45.0167  2
+88.4302  48.1385  2
+90.9127  43.9326  2
+87.414  47.85  2
+94.1278  49.1223  2
+85.3379  50.7741  2
+89.6671  41.6763  2
+88.7917  46.7319  2
+85.7231  46.2902  2
+85.9244  52.2396  2
+89.4591  44.9787  2
+87.64  44.2899  2
+89.3194  48.0031  2
+84.5089  41.3523  2
+87.674  48.3026  2
+86.8302  53.5616  2
+91.1842  49.8113  2
+89.9145  55.4672  2
+92.5937  59.081  2
+85.9683  52.5082  2
+86.4609  53.6659  2
+87.0482  48.1905  2
+95.197  45.2427  2
+93.4848  43.8534  2
+82.6953  49.1193  2
+86.5811  53.1177  2
+84.0562  47.3221  2
+92.4917  49.4388  2
+84.1925  49.5229  2
+91.2156  42.083  2
+87.1048  43.0394  2
+94.3474  43.4886  2
+87.3667  53.8325  2
+92.0275  47.5645  2
+86.5159  51.5866  2
+87.7532  53.4529  2
+89.597  43.1592  2
+89.655  40.6216  2
+84.6928  45.5548  2
+91.7639  48.3699  2
+92.6607  49.8629  2
+86.555  49.3919  2
+90.8054  47.5149  2
+86.1772  50.0533  2
+91.7656  50.4225  2
+89.3769  47.5726  2
+85.1607  52.3038  2
+84.704  40.4872  2
+94.8569  48.781  2
+90.535  43.1931  2
+95.8752  43.3556  2
+83.6924  43.3161  2
+89.2377  44.3606  2
+84.3062  46.7992  2
+83.5389  53.7744  2
+89.2846  44.9876  2
+86.7638  52.1358  2
+88.2236  42.7809  2
+86.3139  41.4031  2
+92.0585  50.6343  2
+88.81  62.4678  2
+86.1412  46.1583  2
+91.2111  51.015  2
+90.1774  44.4296  2
+88.652  39.9193  2
+91.3123  45.6877  2
+85.9216  46.2768  2
+90.6827  42.4833  2
+88.5398  44.8324  2
+89.8672  45.4424  2
+90.9917  48.2749  2
+88.2335  48.5318  2
+89.2344  50.5561  2
+88.7892  52.6681  2
+85.1552  52.6832  2
+88.7378  53.8588  2
+87.7561  41.5831  2
+93.7412  46.4636  2
+86.2986  51.1928  2
+86.9153  44.3384  2
+86.9154  49.1602  2
+90.8443  45.4698  2
+87.992  49.4111  2
+89.8717  51.5685  2
+88.6999  39.1328  2
+89.6743  49.6021  2
+87.3297  44.6507  2
+89.577  47.7356  2
+92.0662  48.3302  2
+89.0368  50.1882  2
+86.7379  45.9187  2
+86.3596  48.6252  2
+90.0337  45.0403  2
+89.2108  48.9147  2
+89.689  48.8692  2
+87.2408  56.3074  2
+88.3154  44.1634  2
+91.1699  46.9355  2
+88.8875  43.8631  2
+87.283  44.4296  2
+84.8534  43.1804  2
+87.3335  47.2952  2
+87.6505  50.5414  2
+96.311  46.6471  2
+88.6926  53.4257  2
+88.0917  52.869  2
+91.3403  50.753  2
+84.0359  49.4986  2
+87.2923  48.303  2
+82.2091  43.2666  2
+84.7917  44.2794  2
+92.5688  42.5525  2
+89.4485  54.3598  2
+86.4943  54.3347  2
+89.6788  49.456  2
+85.2595  56.1845  2
+89.7428  45.36  2
+90.6358  50.1006  2
+91.8902  49.0099  2
+85.3543  46.2237  2
+88.287  51.4585  2
+83.311  55.9955  2
+86.6745  49.6291  2
+85.2198  47.3764  2
+93.0694  42.2177  2
+94.5288  42.8157  2
+89.9834  42.0647  2
+89.6189  49.5295  2
+84.2698  47.9101  2
+92.5819  42.961  2
+91.3042  40.6204  2
+85.0711  44.4821  2
+90.1461  40.9955  2
+92.4721  39.8382  2
+86.1014  51.718  2
+86.0812  49.3518  2
+87.1755  47.1891  2
+84.2288  45.3026  2
+91.565  50.3471  2
+87.78  52.2848  2
+90.4919  43.7984  2
+87.1027  49.6385  2
+85.8336  50.7768  2
+86.9718  49.962  2
+89.8365  46.1989  2
+89.9746  49.1052  2
+91.0806  44.8371  2
+92.403  50.6994  2
+91.8123  47.3802  2
+85.2089  43.3215  2
+87.1131  36.9117  2
+84.6508  51.7035  2
+86.856  41.1463  2
+87.8024  53.6324  2
+87.728  45.3324  2
+91.8835  48.4475  2
+87.2429  42.0583  2
+90.2466  48.2316  2
+92.1318  45.4135  2
+91.505  45.4504  2
+85.5979  50.574  2
+89.921  53.5856  2
+86.1419  51.7783  2
+87.2909  44.8204  2
+91.915  48.4429  2
+96.0962  49.388  2
+89.013  41.348  2
+88.2461  53.4774  2
+91.8352  48.3888  2
+88.1476  49.0767  2
+92.4085  47.1247  2
+86.5908  47.3597  2
+90.8951  48.6404  2
+85.1012  48.3759  2
+86.5862  51.6755  2
+89.005  52.7666  2
+89.4523  50.372  2
+89.1947  51.7825  2
+88.0423  54.1936  2
+89.1126  42.4508  2
+88.6973  45.0153  2
+90.2052  48.1759  2
+89.6  44.7762  2
+88.2543  53.9042  2
+91.999  49.3056  2
+91.7828  38.3965  2
+90.3491  44.7946  2
+86.4181  48.8886  2
+90.1743  54.5527  2
+84.2166  48.9596  2
+87.1318  48.5002  2
+89.4146  52.1653  2
+96.1585  47.4563  2
+94.4054  52.493  2
+86.9418  45.9029  2
+85.9066  44.2445  2
+86.6872  48.0419  2
+86.3109  48.6685  2
+86.4281  42.5467  2
+85.0789  46.2326  2
+91.936  50.4201  2
+91.5812  45.0742  2
+95.1291  42.8016  2
+88.4259  45.7601  2
+94.9516  45.7467  2
+89.9463  50.2493  2
+89.5216  36.1927  2
+84.0739  54.1751  2
+83.564  47.5439  2
+89.6949  45.577  2
+90.2285  41.2575  2
+89.7117  48.7373  2
+89.7428  46.2592  2
+84.0808  50.0201  2
+88.8406  39.389  2
+90.1685  47.9725  2
+86.8695  51.2951  2
+85.7424  49.6763  2
+91.2372  43.1012  2
+84.3017  49.326  2
+94.2768  44.6449  2
+86.3431  48.7447  2
+84.4161  44.6044  2
+85.4507  48.7714  2
+90.5204  41.1995  2
+89.6142  55.9238  2
+87.2395  47.814  2
+91.3517  53.9457  2
+87.7428  44.2146  2
+89.2816  44.7962  2
+88.3347  50.1716  2
+88.7167  53.8383  2
+93.725  52.1806  2
+88.8652  46.2972  2
+86.8973  49.1004  2
+84.4684  53.9446  2
+85.2105  49.5808  2
+88.7945  47.299  2
+86.6341  52.8885  2
+88.1526  42.285  2
+89.8543  47.8203  2
+89.6499  54.3044  2
+85.0978  48.1174  2
+93.0341  43.9514  2
+88.8999  55.6848  2
+91.1194  45.3769  2
+90.6155  48.163  2
+86.3177  44.259  2
+91.7015  46.48  2
+87.1794  51.1598  2
+94.3648  41.8924  2
+92.1155  46.7421  2
+90.4303  48.403  2
+87.9613  41.0845  2
+90.9545  45.775  2
+85.4282  54.8191  2
+89.0309  45.6888  2
+92.1905  40.3106  2
+90.7636  49.5251  2
+91.3334  43.5115  2
+91.4937  50.3064  2
+91.5215  47.7161  2
+90.912  48.4959  2
+84.5398  49.0111  2
+89.7231  48.9016  2
+90.1669  46.6715  2
+90.6192  45.6402  2
+90.2356  45.1738  2
+85.5931  50.5666  2
+90.3601  50.0199  2
+88.9088  45.9637  2
+83.6885  39.4644  2
+91.2123  45.3723  2
+83.8924  34.3746  2
+85.6403  44.0833  2
+86.652  48.2945  2
+87.0762  50.7283  2
+87.4564  47.4037  2
+89.4854  51.8464  2
+91.1165  48.9172  2
+90.3261  44.0005  2
+88.5556  51.3694  2
+90.458  44.1667  2
+93.4729  49.243  2
+88.8853  48.4224  2
+95.1038  48.0907  2
+91.754  47.1854  2
+95.9075  49.1264  2
+89.5228  43.2814  2
+90.7021  45.6001  2
+92.0849  44.9925  2
+88.82  48.4119  2
+87.4787  50.8263  2
+85.5918  43.3649  2
+84.9395  49.9214  2
+87.0413  47.5512  2
+86.6818  50.5586  2
+89.5018  43.7927  2
+89.665  52.2942  2
+90.1356  47.877  2
+89.5638  52.2045  2
+87.6453  45.5494  2
+96.8817  50.6807  2
+88.8998  51.8197  2
+87.7613  52.269  2
+84.8836  44.4607  2
+84.1566  51.5901  2
+88.5174  50.9329  2
+84.1924  52.2039  2
+88.5677  44.7193  2
+87.1738  48.171  2
+88.8642  48.0175  2
+93.5652  52.9374  2
+86.4614  46.5039  2
+81.435  52.4516  2
+94.1343  49.3229  2
+90.7788  50.4529  2
+89.2447  48.8367  2
+94.8868  45.8962  2
+89.9756  48.1054  2
+83.3507  52.0499  2
+90.1138  45.3442  2
+88.8562  50.9917  2
+88.7974  52.053  2
+90.2219  39.8266  2
+90.3273  48.9453  2
+88.6123  47.1052  2
+87.5244  42.6378  2
+86.6708  47.7617  2
+90.358  46.6412  2
+86.934  50.2767  2
+88.3847  45.9418  2
+87.6987  46.9347  2
+97.6855  44.7411  2
+89.395  52.5135  2
+88.052  46.0769  2
+90.7918  52.3049  2
+87.5639  50.6963  2
+90.1878  44.4266  2
+88.1547  44.3935  2
+87.6249  52.9993  2
+83.5884  43.193  2
+88.3563  49.7908  2
+88.9367  41.5876  2
+85.7033  53.1422  2
+85.0605  53.9194  2
+85.2478  48.0425  2
+86.402  52.5303  2
+86.2921  54.6127  2
+87.3851  40.1131  2
+90.3538  50.489  2
+92.2456  49.8483  2
+89.3327  42.3362  2
+92.1793  44.9883  2
+90.1942  49.9448  2
+86.3947  52.5926  2
+86.7467  51.1191  2
+88.5879  48.6831  2
+87.2106  52.2256  2
+89.67  48.1116  2
+90.5859  45.1967  2
+92.8207  51.5179  2
+89.014  43.603  2
+88.8365  53.8056  2
+85.6767  46.1244  2
+88.0831  51.1716  2
+85.2735  55.0444  2
+82.4569  51.4223  2
+89.8371  45.6955  2
+91.0736  50.0676  2
+80.2368  45.3892  2
+94.1671  48.3806  2
+90.2918  58.0761  2
+91.4702  50.8459  2
+89.7609  50.9258  2
+88.9767  53.2659  2
+89.0141  47.2254  2
+90.5379  50.6422  2
+89.8731  55.2361  2
+92.3094  52.1076  2
+87.1002  51.2813  2
+86.2298  48.1148  2
+89.3258  50.2489  2
+92.9927  52.9134  2
+84.6777  45.3125  2
+84.8171  46.6045  2
+82.4462  51.6815  2
+93.8521  49.4999  2
+91.4381  51.9424  2
+81.4439  48.5216  2
+94.6958  46.716  2
+89.2705  46.4272  2
+87.9909  45.4986  2
+87.1652  46.2185  2
+80.1322  47.939  2
+94.7135  45.0414  2
+89.1497  42.924  2
+96.4274  40.1169  2
+88.8806  44.2576  2
+87.8476  46.4712  2
+89.5247  54.1398  2
+87.9559  43.27  2
+87.7503  52.3902  2
+86.2991  42.9858  2
+83.0513  47.3891  2
+87.4855  51.2645  2
+92.4444  49.4336  2
+89.9791  43.9567  2
+84.8837  49.3133  2
+87.0268  43.7103  2
+85.9711  44.6149  2
+88.4842  51.8088  2
+93.0818  50.1863  2
+90.5982  46.9826  2
+89.2324  54.4526  2
+84.317  49.503  2
+86.897  51.2823  2
+88.53  49.1958  2
+88.7332  38.2667  2
+85.3736  50.9609  2
+88.6667  49.2659  2
+85.0091  46.4564  2
+88.767  43.1842  2
+89.0164  51.0875  2
+81.7452  47.8578  2
+87.1229  44.7752  2
+85.8284  46.6734  2
+90.7763  50.1546  2
+86.7108  46.8908  2
+92.6708  51.8017  2
+74.2726  69.8067  3
+73.9818  67.4649  3
+74.1322  72.7556  3
+72.7323  71.8585  3
+74.1531  70.7375  3
+73.3552  68.3534  3
+73.2703  69.4745  3
+73.631  72.4323  3
+73.3769  68.2072  3
+72.6533  69.2083  3
+72.9688  69.1342  3
+73.8642  70.599  3
+73.8378  69.8061  3
+73.302  69.2352  3
+74.5045  69.3018  3
+73.2974  70.8838  3
+73.743  67.624  3
+74.6375  69.7559  3
+73.8718  71.5831  3
+73.192  66.8238  3
+73.9072  68.3804  3
+73.5798  67.6714  3
+73.575  68.158  3
+73.823  71.3263  3
+73.0799  71.4504  3
+73.202  71.0826  3
+75.0493  70.3255  3
+73.4871  67.8094  3
+73.0799  71.3822  3
+73.4581  67.936  3
+73.0602  69.3307  3
+73.2275  67.6483  3
+73.6979  70.7219  3
+74.1304  65.1982  3
+72.7914  72.6058  3
+73.7366  69.6277  3
+73.7855  70.3239  3
+74.3501  72.0416  3
+73.6619  69.4683  3
+72.7375  67.0718  3
+72.6612  68.8753  3
+73.6744  72.5614  3
+74.0665  66.307  3
+74.6205  69.2277  3
+73.6707  70.493  3
+73.6159  71.9067  3
+74.3796  69.4959  3
+73.4579  65.8763  3
+74.6789  67.6465  3
+73.2255  67.3565  3
+72.5276  69.068  3
+73.6076  71.8806  3
+73.5133  69.3907  3
+74.6233  67.1822  3
+73.0254  68.7516  3
+74.4376  69.978  3
+72.8367  72.4539  3
+72.9212  69.7396  3
+73.8538  70.7214  3
+73.4151  68.8293  3
+73.9113  70.8323  3
+73.8672  70.8038  3
+73.416  69.3949  3
+74.3085  70.829  3
+73.7153  67.5603  3
+74.2444  67.9185  3
+73.5054  73.9994  3
+75.2686  71.5738  3
+74.5974  72.6614  3
+74.4964  68.9337  3
+74.1138  70.4915  3
+73.1965  70.2223  3
+74.6996  70.9788  3
+73.5289  70.3221  3
+72.3757  71.767  3
+72.7007  70.7112  3
+72.9772  70.4844  3
+74.1244  71.595  3
+72.635  72.7985  3
+73.1364  74.9658  3
+73.3382  66.7437  3
+72.8381  66.8321  3
+73.8062  68.983  3
+74.0164  67.9562  3
+73.123  68.1732  3
+73.7772  69.7548  3
+74.0034  70.2333  3
+73.9119  69.4078  3
+74.0703  71.3454  3
+73.4394  68.3741  3
+72.96  71.1806  3
+73.0452  67.9602  3
+73.5992  67.4286  3
+74.0655  67.7051  3
+72.9039  73.1573  3
+73.722  71.3017  3
+73.7299  66.9321  3
+72.2967  70.6181  3
+73.4491  70.1462  3
+72.7991  68.6031  3
+73.3971  68.7175  3
+73.3778  68.9861  3
+74.2252  68.2841  3
+72.6546  71.0669  3
+73.7999  73.2534  3
+74.5922  68.8572  3
+73.4812  69.5408  3
+74.3824  69.1418  3
+73.7835  66.108  3
+73.0171  69.0298  3
+73.5381  72.7584  3
+73.3591  69.9393  3
+72.7752  71.4214  3
+73.7243  70.2679  3
+73.6415  69.6417  3
+73.8954  69.8098  3
+73.2771  70.8836  3
+73.7346  68.7563  3
+72.9913  68.5504  3
+72.5512  72.608  3
+73.8834  71.0078  3
+72.4116  68.3206  3
+74.0903  69.715  3
+73.6169  71.9917  3
+73.6451  71.6268  3
+73.818  68.2721  3
+72.5783  68.539  3
+72.8977  69.0658  3
+74.6791  68.2805  3
+74.1521  71.4337  3
+73.6652  69.5958  3
+73.8454  71.3259  3
+72.4555  71.2883  3
+73.7817  70.1752  3
+91.9811  26.0161  4
+90.2979  25.2049  4
+91.2388  26.6595  4
+91.9655  23.9165  4
+90.7678  29.024  4
+87.7469  24.0594  4
+92.4135  27.5165  4
+90.4122  26.6673  4
+94.2253  26.573  4
+90.6259  24.8211  4
+88.6002  28.7988  4
+90.1902  25.0782  4
+89.3152  25.2486  4
+89.0171  29.0451  4
+89.537  27.8269  4
+90.0721  25.0237  4
+93.7158  27.9905  4
+88.425  27.7088  4
+90.5562  25.042  4
+91.7559  27.3475  4
+89.5061  28.7581  4
+91.8513  28.4709  4
+91.9714  29.3321  4
+90.6725  25.995  4
+90.1253  28.6277  4
+90.3599  25.2032  4
+90.803  27.1479  4
+89.9646  28.6848  4
+91.1998  26.4056  4
+91.0664  24.2256  4
+88.5661  28.929  4
+90.8862  26.8697  4
+93.0949  26.319  4
+90.8704  24.9768  4
+91.4186  24.2155  4
+92.1146  30.2797  4
+87.0458  27.1386  4
+88.7295  24.9766  4
+91.264  24.7828  4
+89.7206  25.1047  4
+92.532  26.5028  4
+90.67  26.9685  4
+92.0341  23.8323  4
+90.2749  26.479  4
+92.2503  29.37  4
+90.8437  28.5166  4
+89.4117  25.6386  4
+91.8173  26.4935  4
+90.4973  26.4059  4
+90.8256  26.6124  4
+92.1876  29.471  4
+91.7216  25.6866  4
+92.0806  25.0022  4
+88.1969  27.4593  4
+90.1792  27.37  4
+92.1735  25.1773  4
+90.975  26.7702  4
+89.3249  28.6589  4
+89.514  26.9974  4
+88.3018  25.8741  4
+90.923  23.8659  4
+90.6065  26.0769  4
+90.3361  28.8277  4
+89.8283  27.117  4
+92.3136  31.7137  4
+89.6927  25.3439  4
+90.6924  29.8552  4
+89.3893  27.6362  4
+89.7644  27.4435  4
+90.6016  30.5066  4
+90.158  25.9923  4
+88.5255  27.2176  4
+89.895  24.3798  4
+89.377  24.5855  4
+91.2859  29.5072  4
+92.2599  26.9987  4
+87.2779  25.2799  4
+92.4109  25.7417  4
+88.944  23.8288  4
+90.792  25.5756  4
+90.7118  26.995  4
+90.3853  29.3784  4
+91.9259  25.297  4
+90.1195  26.5868  4
+92.591  27.0844  4
+91.8291  28.1403  4
+91.4011  29.3396  4
+93.0582  32.3108  4
+91.4498  25.6946  4
+90.751  27.5155  4
+91.4602  30.0453  4
+92.1166  26.5203  4
+90.6286  26.7077  4
+91.4566  27.9929  4
+91.7619  21.0296  4
+92.6422  24.9973  4
+91.6837  25.1544  4
+90.7574  26.5851  4
+90.2623  25.3736  4
+90.2408  25.9322  4
+90.3636  27.7679  4
+93.0433  26.2691  4
+90.3456  25.9149  4
+92.5928  27.8577  4
+91.8386  25.8612  4
+90.6975  26.614  4
+92.0151  26.7313  4
+87.8768  26.2049  4
+88.435  30.1644  4
+89.4816  25.8074  4
+89.9832  22.8605  4
+89.3518  27.9378  4
+90.6126  27.1129  4
+93.4874  26.1727  4
+89.1395  26.558  4
+90.6683  29.4576  4
+90.2914  27.8309  4
+88.7257  28.6311  4
+89.1031  23.3056  4
+90.6858  26.8134  4
+90.6457  27.1179  4
+90.2173  26.4178  4
+91.4241  26.3936  4
+89.2604  27.0415  4
+89.4668  24.5544  4
+92.2178  24.5295  4
+90.7077  28.9985  4
+92.2339  25.2276  4
+89.8906  25.019  4
+90.5106  31.0679  4
+90.4675  26.9606  4
+89.9945  24.0291  4
+92.0604  26.8875  4
+88.5457  27.5487  4
+91.3498  29.6584  4
+92.1397  27.6735  4
+94.6411  28.4039  4
+91.4722  25.951  4
+90.9964  24.5505  4
+90.7977  29.0235  4
+88.1699  26.1086  4
+88.905  27.5412  4
+90.1492  25.6711  4
+90.7858  26.3573  4
+88.566  24.85  4
+90.6651  26.7752  4
+90.021  26.4181  4
+89.5879  24.8532  4
+92.4591  28.2499  4
+92.6956  26.5025  4
+89.4804  29.1821  4
+91.4405  24.0908  4
+90.3535  26.2176  4
+88.9036  27.2917  4
+92.2926  26.5262  4
+95.2243  27.6474  4
+90.4325  26.4718  4
+88.068  26.5283  4
+89.2784  25.8961  4
+91.9309  25.4583  4
+91.9168  27.4116  4
+90.1169  25.7655  4
+92.6506  22.2658  4
+90.0457  28.4028  4
+90.3543  24.4808  4
+92.7355  23.1739  4
+90.8783  24.1287  4
+91.786  26.2046  4
+88.7722  26.9345  4
+90.8266  28.2891  4
+88.789  25.6881  4
+92.4348  25.7879  4
+90.9219  27.2295  4
+91.4017  25.1013  4
+91.1503  26.5223  4
+89.4192  24.1066  4
+90.8332  27.6948  4
+89.0772  25.1445  4
+88.1759  28.6175  4
+90.9373  26.3729  4
+92.843  26.2314  4
+91.3838  24.5404  4
+88.976  27.0877  4
+91.581  24.4955  4
+93.4245  27.2631  4
+91.147  25.7659  4
+89.1462  25.1933  4
+90.4053  26.1751  4
+90.0441  27.2868  4
+90.5743  26.9449  4
+90.103  25.5377  4
+89.8373  25.2346  4
+90.2871  33.6603  4
+89.8459  26.0444  4
+90.7001  23.9198  4
+90.6129  26.8572  4
+90.0107  26.898  4
+91.6055  24.0911  4
+92.1508  27.4122  4
+92.6512  27.797  4
+89.4823  27.4543  4
+91.1698  26.946  4
+89.7991  23.9718  4
+91.6375  28.4893  4
+90.2568  28.6949  4
+89.4447  30.0294  4
+91.5498  23.8889  4
+90.5709  25.8111  4
+91.9621  27.79  4
+91.5837  26.6053  4
+91.8624  24.9775  4
+92.7647  24.3805  4
+92.5599  25.7229  4
+89.5375  23.6246  4
+89.2872  26.4767  4
+90.8763  27.6425  4
+88.4581  25.8987  4
+88.8848  25.4981  4
+92.6461  26.5901  4
+92.6712  27.6029  4
+91.088  24.5292  4
+89.3503  20.8126  4
+90.8414  27.5455  4
+90.185  26.0746  4
+92.2745  25.1596  4
+90.0506  30.4402  4
+92.2351  24.8627  4
+89.5966  26.0208  4
+92.1886  29.2782  4
+89.5351  26.6449  4
+92.2264  26.3972  4
+89.6375  26.4345  4
+91.014  28.2277  4
+87.8676  26.1316  4
+90.0777  28.5869  4
+90.4841  26.8201  4
+89.5183  28.241  4
+90.7438  27.3458  4
+91.4075  25.0657  4
+90.2214  28.7614  4
+91.3736  26.4393  4
+89.4379  27.0212  4
+91.5826  24.4177  4
+92.0618  24.8452  4
+90.2  26.4186  4
+91.0427  27.729  4
+90.8863  22.5538  4
+89.5708  26.0742  4
+92.1803  24.3223  4
+90.8578  24.263  4
+92.6844  24.8197  4
+90.615  26.9866  4
+92.7103  25.5469  4
+91.3432  23.3244  4
+91.3293  24.6959  4
+90.8851  27.4971  4
+90.2636  26.2225  4
+89.8283  30.3716  4
+92.2707  23.889  4
+93.4133  25.1232  4
+88.3781  28.0142  4
+88.7215  24.4829  4
+89.0628  27.1402  4
+92.4659  25.061  4
+89.3753  24.9058  4
+90.9037  31.8957  4
+91.086  26.8256  4
+88.9895  29.171  4
+90.7835  25.7059  4
+91.2416  24.382  4
+93.523  25.4828  4
+90.7055  24.7443  4
+91.5216  25.8635  4
+91.6126  29.1513  4
+89.5577  22.1402  4
+91.55  24.9954  4
+87.1713  29.0131  4
+88.6679  28.6267  4
+90.8896  27.3246  4
+91.9702  25.2676  4
+90.115  27.8777  4
+92.7312  27.9704  4
+90.228  21.8559  4
+91.308  26.3749  4
+90.0861  25.107  4
+90.5469  27.1608  4
+90.9897  27.6804  4
+93.8508  25.2669  4
+89.6564  27.9189  4
+90.3725  26.0339  4
+90.8686  26.5653  4
+89.7784  27.0816  4
+91.1231  25.2911  4
+90.9732  27.6954  4
+91.0708  30.5316  4
+87.817  24.8397  4
+92.9265  27.3698  4
+91.2247  28.2971  4
+91.3348  24.9713  4
+93.2589  26.3927  4
+91.2791  24.5847  4
+89.2009  28.5092  4
+91.7797  30.0154  4
+88.9906  23.4283  4
+91.216  28.2823  4
+92.367  25.3266  4
+91.6419  26.0725  4
+92.4662  25.7127  4
+90.6701  27.1679  4
+91.1143  29.7778  4
+92.2739  24.0119  4
+91.4413  23.5201  4
+92.0196  29.8628  4
+91.0818  25.9817  4
+89.1357  29.5639  4
+89.571  26.882  4
+92.3279  29.3579  4
+89.788  27.5002  4
+91.3746  25.2047  4
+90.5895  25.7622  4
+90.1159  23.1072  4
+89.77  26.7014  4
+88.0015  25.3795  4
+88.2077  24.908  4
+87.0637  28.099  4
+89.0327  28.6303  4
+91.4685  26.9955  4
+91.3455  25.3371  4
+90.6186  29.7416  4
+92.1977  25.4636  4
+91.6136  29.1239  4
+91.0327  26.9506  4
+88.4428  24.3246  4
+90.7656  27.5968  4
+90.13  27.5494  4
+89.9753  28.044  4
+88.8746  26.4726  4
+90.1393  24.1829  4
+-1.65466  3.15554  5
+-1.95979  1.89509  5
+0.242731  6.30034  5
+-4.54983  5.83891  5
+-2.85125  -1.8993  5
+4.07533  -0.00279304  5
+3.64364  -0.388653  5
+11.5645  5.68943  5
+-0.14346  -6.13068  5
+-7.99011  -3.55738  5
+-0.177416  -0.497974  5
+-1.35756  6.00807  5
+3.25944  4.96499  5
+6.08788  7.19605  5
+2.21844  5.30573  5
+1.63419  -1.56224  5
+-2.36155  0.127156  5
+0.11425  -0.896811  5
+7.64785  1.49522  5
+2.30702  0.830296  5
+-1.21257  0.965462  5
+7.55589  0.0988247  5
+4.33746  -1.25607  5
+1.54874  9.68863  5
+-0.592713  -0.116108  5
+2.66729  1.71522  5
+1.31065  0.558702  5
+-6.38358  -2.22453  5
+-2.97827  3.83165  5
+-1.611  2.77637  5
+-3.91203  1.54852  5
+4.42151  -6.23474  5
+0.2244  -3.07489  5
+9.52907  1.73414  5
+2.50423  4.56043  5
+-1.84383  -1.48748  5
+-0.0484444  -5.97343  5
+-3.39596  6.11471  5
+0.855239  -1.1621  5
+1.10345  2.55092  5
+-5.31066  3.34637  5
+0.835511  -3.44371  5
+8.10291  -1.2116  5
+-4.96163  -2.42639  5
+10.8092  0.356932  5
+-3.32887  3.24998  5
+-0.397606  3.20236  5
+-3.2666  -5.72386  5
+-3.02228  1.00746  5
+-2.04176  -5.64454  5
+2.72495  2.27014  5
+-1.67995  3.55699  5
+6.0739  7.05283  5
+-1.27768  5.53267  5
+2.51899  -0.291185  5
+1.1463  -1.98053  5
+-5.294  0.724984  5
+6.12424  -1.91427  5
+2.5964  -6.36295  5
+5.63341  2.8208  5
+2.69827  -1.92172  5
+10.3994  1.19503  5
+4.32114  -0.206678  5
+6.66836  -3.70412  5
+1.64158  -3.79976  5
+9.7046  0.839301  5
+-3.57995  3.73176  5
+2.69933  9.35067  5
+-0.239075  -7.38483  5
+-0.438414  4.15476  5
+2.64711  -3.07873  5
+-2.21501  2.50166  5
+8.04171  -3.2728  5
+3.81812  2.24573  5
+4.87076  -1.61641  5
+-1.72199  3.93798  5
+-6.40525  0.557111  5
+-2.43844  -0.852453  5
+4.19113  -4.16546  5
+-5.93183  -2.45815  5
+6.24556  7.74392  5
+2.9709  -2.7168  5
+-7.30964  -2.61273  5
+-8.57655  1.14362  5
+-1.22235  -8.39053  5
+-1.07542  -1.48035  5
+-0.466294  -7.94737  5
+-0.937551  5.67085  5
+3.09871  3.89322  5
+9.56232  5.10074  5
+3.78911  -0.054962  5
+1.34379  2.37818  5
+1.68973  -5.34433  5
+-0.0720189  -6.59261  5
+-6.71218  4.20541  5
+-5.77796  -4.01372  5
+5.54546  1.02003  5
+-0.61054  1.97387  5
+4.32751  -0.4685  5
+0.0433711  -2.69711  5
+2.07737  -1.49538  5
+10.1146  -4.03963  5
+6.30502  4.85174  5
+-1.68707  -5.25781  5
+-6.1506  1.03138  5
+-0.954344  0.888134  5
+-2.58785  -2.37655  5
+5.19407  -2.79605  5
+8.55873  7.11099  5
+-1.46419  0.9145  5
+-3.58374  8.63403  5
+1.89922  0.160052  5
+6.98553  1.06818  5
+4.03384  -3.29934  5
+0.584499  -5.52117  5
+-0.128668  5.28011  5
+8.09119  -8.86059  5
+2.78583  1.13262  5
+1.39289  0.167642  5
+-3.46198  2.72315  5
+4.78413  -5.36212  5
+0.640676  -0.292248  5
+-3.33334  0.780647  5
+6.16653  4.72602  5
+-4.76767  3.1332  5
+-2.52385  2.44323  5
+-5.74168  -2.96422  5
+0.0622463  -1.03993  5
+0.72398  -2.56943  5
+-0.542308  -1.49573  5
+3.61572  3.45244  5
+0.943772  0.144619  5
+-3.63437  0.124569  5
+0.599637  5.76874  5
+1.86564  1.1967  5
+-4.01782  -0.79129  5
+-9.53771  3.26686  5
+-0.634747  -4.92272  5
+1.49663  3.41677  5
+-0.235596  -1.75087  5
+-1.96046  0.964119  5
+-4.39435  -3.37095  5
+-3.94655  5.02581  5
+-2.49111  6.54932  5
+-0.431078  0.490679  5
+1.93255  5.7082  5
+-0.719091  -4.62139  5
+12.2838  2.25227  5
+3.35946  0.431036  5
+-2.3539  2.52036  5
+3.71371  -0.501098  5
+-2.20401  -1.69065  5
+1.45176  -1.4088  5
+0.464342  0.0891036  5
+0.832195  -1.89687  5
+-4.93361  5.9575  5
+0.0122751  -0.155296  5
+-0.139144  3.87836  5
+3.26964  -3.66852  5
+4.16192  7.80085  5
+2.31779  -1.96063  5
+-1.61499  -1.37047  5
+5.56298  4.12885  5
+9.07988  -2.79007  5
+-0.211274  3.0923  5
+8.14108  -9.06238  5
+7.2831  11.3461  5
+-9.71298  2.76591  5
+14.7922  -1.53972  5
+-3.03625  3.14589  5
+3.24869  1.47472  5
+0.905788  -0.0489007  5
+2.08973  -4.71409  5
+5.76686  0.827778  5
+8.16547  3.32944  5
+3.22301  5.20771  5
+3.93875  5.30128  5
+-7.42484  5.19288  5
+0.633585  2.82469  5
+2.56726  1.31561  5
+-4.49471  1.84318  5
+0.380982  0.333542  5
+-3.46291  -1.35364  5
+-3.50238  -6.40089  5
+2.23613  6.05214  5
+3.66124  -0.0598393  5
+-1.83806  -1.33336  5
+8.52088  -0.68811  5
+1.32014  1.90211  5
+1.51614  -2.66772  5
+-9.19635  0.883039  5
+2.97915  1.03053  5
+4.46492  1.63294  5
+-3.06431  -2.32888  5
+0.597905  4.07005  5
+4.41701  -5.01487  5
+-0.953847  1.97457  5
+1.37149  3.47017  5
+4.88548  6.72843  5
+-1.04998  4.07991  5
+3.24584  -1.01001  5
+5.93121  1.00057  5
+4.6739  0.019708  5
+6.83384  4.41556  5
+-1.91565  5.70897  5
+6.80317  6.64806  5
+0.918914  1.20794  5
+0.8364  0.0173155  5
+-1.77346  -3.98593  5
+1.92042  0.596846  5
+-10.1495  -5.77052  5
+7.54711  -1.4167  5
+-9.94659  4.46867  5
+-4.14971  2.83657  5
+-4.20263  -2.70979  5
+-0.239809  -1.65895  5
+-3.54769  7.7192  5
+-4.41639  -2.63558  5
+5.90387  1.95566  5
+0.0737254  4.09633  5
+3.4177  0.0200606  5
+10.2639  -3.03816  5
+0.197503  1.81457  5
+8.96799  8.22514  5
+4.30686  -3.77064  5
+4.93563  -2.17216  5
+5.17733  -0.814761  5
+7.82605  3.60719  5
+-2.91463  7.86977  5
+-4.94531  6.7106  5
+1.62834  0.493812  5
+12.977  2.04322  5
+5.09127  -3.83338  5
+-8.04881  6.6609  5
+3.99283  0.0638659  5
+1.63371  3.56097  5
+8.02647  2.84756  5
+-6.10105  1.85929  5
+-1.1779  2.52419  5
+0.695207  2.71839  5
+-2.68079  5.70324  5
+11.7375  5.00656  5
+-1.77092  -1.68061  5
+-2.97868  3.41728  5
+-0.370456  6.7466  5
+5.00147  8.27174  5
+-2.2907  -1.43738  5
+-9.30166  -2.4587  5
+1.9714  1.94833  5
+0.397733  -0.76196  5
+3.31097  -5.1518  5
+-4.83887  1.15181  5
+0.639433  6.28158  5
+-7.3024  7.48131  5
+-5.50179  6.48834  5
+-9.60045  -4.2444  5
+-1.07479  2.3999  5
+-8.88191  0.72365  5
+-2.7492  3.65052  5
+2.35226  3.47701  5
+-1.36277  4.96686  5
+-2.24105  5.95415  5
+4.71727  -3.72103  5
+0.326285  6.77888  5
+-5.37655  -2.43309  5
+-5.62916  3.53113  5
+-4.18169  2.40695  5
+0.036091  0.456471  5
+1.91916  -3.79522  5
+-6.47782  -0.0190141  5
+-2.36081  -0.660907  5
+9.32368  3.00638  5
+-7.50842  -0.234816  5
+-0.94  4.59998  5
+3.41021  1.72389  5
+-4.18479  0.899722  5
+3.20191  -4.27056  5
+-3.19708  1.01505  5
+5.44536  2.25157  5
+10.0825  7.18699  5
+10.6657  5.67901  5
+3.51985  1.24137  5
+-2.35764  -6.09353  5
+-7.0898  3.66954  5
+0.70734  -1.14433  5
+-7.4583  -4.71297  5
+2.24185  -3.93383  5
+7.4003  2.09532  5
+4.03369  3.84064  5
+1.62249  0.168851  5
+1.73933  0.610429  5
+-7.23506  1.64027  5
+2.243  5.64408  5
+12.2009  -1.15147  5
+46.8561  97.8985  8
+46.8416  96.6635  8
+46.4602  96.2782  8
+46.7127  97.7423  8
+46.9914  97.2041  8
+46.9173  96.7827  8
+46.7745  96.4818  8
+46.9683  96.9228  8
+46.9475  97.0782  8
+46.9178  98.2688  8
+46.8158  97.132  8
+46.4592  97.4589  8
+46.7112  99.047  8
+46.3934  98.1286  8
+47.2699  99.4634  8
+46.888  98.1687  8
+47.1195  97.7149  8
+46.648  96.5271  8
+46.8689  97.8978  8
+46.8373  96.1379  8
+46.4721  97.5516  8
+46.3042  97.7456  8
+46.8441  97.9966  8
+46.9667  96.7757  8
+46.2576  97.174  8
+46.3537  96.7191  8
+46.788  98.84  8
+46.5896  96.865  8
+46.4405  97.9658  8
+46.6816  97.7828  8
+46.8654  97.9209  8
+46.5054  97.4591  8
+46.5314  97.4193  8
+47.0844  97.1519  8
+46.7607  97.3105  8
+46.1788  97.7681  8
+46.8031  97.6769  8
+46.6754  96.6076  8
+46.6825  96.8158  8
+46.5879  97.5057  8
+47.0293  97.8876  8
+47.1024  97.2003  8
+46.4841  97.8724  8
+46.7678  97.8517  8
+47.0438  99.4431  8
+46.475  98.5681  8
+46.9435  98.7066  8
+46.5785  98.1102  8
+46.6087  97.9767  8
+46.6545  98.4958  8
+46.5087  97.675  8
+46.8251  97.4383  8
+46.7483  96.9506  8
+46.8477  98.4845  8
+46.2725  98.7478  8
+46.3932  98.6142  8
+46.903  95.7448  8
+46.8512  95.8197  8
+47.2473  98.146  8
+46.6484  97.5435  8
+46.8626  96.9986  8
+47.0493  97.9576  8
+46.6599  97.2893  8
+46.8039  97.4159  8
+46.259  98.3545  8
+46.602  98.0131  8
+46.921  97.2904  8
+47.1647  98.8029  8
+47.1102  97.6287  8
+46.5269  98.4176  8
+46.6604  99.2336  8
+46.6316  96.5949  8
+46.5649  96.9664  8
+47.0506  98.1135  8
+46.8383  96.4201  8
+46.3531  97.3522  8
+46.5944  97.8713  8
+46.6731  95.1606  8
+46.5163  97.8681  8
+46.5566  97.0541  8
+46.531  97.2174  8
+46.7041  96.5078  8
+47.2848  97.2332  8
+46.9291  98.1139  8
+46.3256  99.8857  8
+47.102  98.9331  8
+46.814  96.7862  8
+46.9374  96.6155  8
+46.7145  97.6226  8
+46.715  98.1566  8
+46.5158  95.5454  8
+46.5629  97.0851  8
+46.9501  98.5567  8
+46.3124  97.7652  8
+46.2066  99.5194  8
+46.9503  97.9211  8
+46.339  97.7687  8
+45.9853  96.7089  8
+47.3146  97.2134  8
+46.2186  96.9146  8
+46.4874  98.0093  8
+46.6408  97.6948  8
+46.5774  96.5733  8
+46.1674  98.0757  8
+46.1367  97.3792  8
+46.1729  96.7925  8
+46.9602  95.183  8
+46.637  99.8563  8
+47.1634  97.7161  8
+46.9084  99.7199  8
+46.455  96.705  8
+46.955  98.8835  8
+46.765  98.7974  8
+46.1961  98.006  8
+46.3598  97.1438  8
+46.5656  98.3999  8
+47.1086  96.9564  8
+47.3158  99.949  8
+46.5392  96.9697  8
+47.5078  97.6512  8
+46.6645  97.5788  8
+46.4633  98.4374  8
+46.632  96.4211  8
+46.684  96.3748  8
+47.0257  96.4409  8
+46.5726  99.7075  8
+46.372  97.9994  8
+46.5176  97.0279  8
+46.5873  96.9607  8
+46.4106  97.5547  8
+46.5163  97.2247  8
+46.5243  98.0861  8
+46.5143  97.7893  8
+46.3077  97.8731  8
+46.9413  97.0721  8
+46.7776  97.7588  8
+46.9127  97.8808  8
+46.3164  97.2455  8
+46.9484  96.5465  8
+46.7762  98.4775  8
+46.989  98.1925  8
+46.7029  98.3393  8
+46.5889  98.5784  8
+46.9014  98.1903  8
+46.6347  96.7807  8
+46.3536  97.1091  8
+46.7157  99.4054  8
+46.7234  99.337  8
+46.7502  98.1035  8
+47.2217  97.0716  8
+46.2567  98.1482  8
+46.8522  94.8742  8
+46.3502  97.0685  8
+46.2311  98.0683  8
+47.02  97.9608  8
+46.8203  96.7425  8
+46.8181  97.7725  8
+46.4673  97.0973  8
+46.4067  99.07  8
+46.9564  98.5048  8
+46.6692  96.6604  8
+47.1612  98.1991  8
+46.6564  96.6772  8
+46.5594  98.7963  8
+47.4426  97.3721  8
+47.0102  98.0624  8
+46.5032  98.8213  8
+46.6145  96.7089  8
+47.1639  98.4716  8
+47.2586  98.2868  8
+46.9278  97.6147  8
+47.0204  98.9521  8
+45.9869  98.3687  8
+47.0106  97.5301  8
+46.7703  96.7064  8
+46.5817  96.6913  8
+46.5698  98.0398  8
+46.4025  97.1813  8
+46.189  98.2358  8
+46.193  97.6883  8
+47.0593  98.0335  8
+46.6658  97.8147  8
+46.4066  97.8696  8
+46.3388  97.914  8
+46.7286  98.4514  8
+46.9915  96.9698  8
+46.9412  97.1415  8
+46.5364  98.9139  8
+46.5315  96.4185  8
+47.1419  97.2853  8
+46.351  98.0415  8
+46.585  98.1207  8
+46.769  96.8816  8
+46.6161  99.2195  8
+46.8233  98.8489  8
+46.4523  96.1711  8
+46.8374  97.4622  8
+46.5149  96.9054  8
+46.602  96.1774  8
+46.5315  95.7907  8
+46.3252  97.3333  8
+46.7356  95.5964  8
+46.8493  97.1612  8
+46.3894  97.0569  8
+46.7776  99.1992  8
+47.0271  98.2515  8
+47.0145  97.8455  8
+46.898  97.5772  8
+46.5732  98.1306  8
+46.6545  98.2411  8
+46.5216  95.1804  8
+46.3795  96.0969  8
+46.9031  96.7382  8
+46.3574  97.2506  8
+47.1661  97.7714  8
+46.6209  99.8443  8
+46.77  97.9611  8
+46.6682  99.1463  8
+46.7765  98.5504  8
+46.9267  96.784  8
+46.5207  97.071  8
+46.5703  97.2067  8
+46.831  98.0702  8
+46.7175  98.2498  8
+46.7156  98.0367  8
+46.9933  96.9021  8
+46.7886  96.9757  8
+46.6007  97.5568  8
+46.5315  98.0102  8
+46.6238  96.7985  8
+47.1479  97.6063  8
+46.4097  96.8193  8
+46.6684  98.1812  8
+46.7959  96.8826  8
+46.8998  97.0426  8
+47.2447  96.8455  8
+46.5496  96.9662  8
+46.9293  98.9393  8
+47.0228  98.5483  8
+46.6132  96.7525  8
+46.6835  96.7918  8
+46.9555  99.3202  8
+46.625  97.9187  8
+46.5252  98.3655  8
+46.7008  98.0457  8
+46.5398  97.3689  8
+46.7512  99.3429  8
+47.0768  99.8496  8
+46.659  98.043  8
+46.5479  97.6389  8
+46.9157  98.0732  8
+46.6428  97.0618  8
+46.4175  98.5782  8
+47.0373  96.5907  8
+46.8521  95.2534  8
+46.2121  97.4255  8
+46.5087  98.0472  8
+46.4243  98.3533  8
+46.5749  97.7495  8
+46.5066  96.8138  8
+47.0033  96.7007  8
+46.3021  96.3472  8
+47.0555  97.6184  8
+46.7625  97.2768  8
+46.9152  96.8095  8
+46.8526  96.4927  8
+46.9735  98.3559  8
+46.5275  96.8696  8
+46.37  98.1412  8
+46.7295  98.0914  8
+46.6313  97.1242  8
+47.0642  97.8177  8
+46.7369  97.1109  8
+46.2172  97.8546  8
+46.3558  97.1101  8
+46.5212  97.8762  8
+47.078  98.0654  8
+46.9496  96.2408  8
+46.4143  96.7127  8
+46.6686  98.2456  8
+45.7663  96.8454  8
+46.9618  97.9479  8
+46.78  98.2831  8
+46.3811  97.5172  8
+47.1949  96.2542  8
+46.8597  98.2963  8
+46.9287  96.9239  8
+46.557  98.3573  8
+47.4469  97.1521  8
+46.8447  97.7708  8
+46.3489  96.9911  8
+46.8837  99.1218  8
+46.3846  97.9074  8
+46.8051  97.1442  8
+47.3268  97.373  8
+46.4207  98.3194  8
+46.5076  99.4655  8
+47.3039  95.6372  8
+46.9581  98.7394  8
+46.8243  97.1014  8
+47.0037  97.4976  8
+46.7505  96.9469  8
+46.6066  96.6853  8
+47.0229  97.6962  8
+46.8556  98.2446  8
+46.9865  97.807  8
+46.5313  97.7366  8
+46.3971  97.28  8
+46.5744  98.289  8
+46.9842  96.9101  8
+46.817  97.9921  8
+46.4645  96.9861  8
+46.1864  95.4522  8
+46.6734  96.5289  8
+46.7991  96.1429  8
+47.2485  96.8359  8
+46.7249  97.6652  8
+46.7152  99.2337  8
+46.7289  96.2303  8
+46.7253  97.4934  8
+47.0489  98.77  8
+46.7341  99.2624  8
+46.4837  98.9432  8
+46.8485  96.8085  8
+46.7738  98.1114  8
+46.4683  97.9079  8
+46.4505  96.4696  8
+46.6628  97.9374  8
+46.792  98.7427  8
+46.9446  96.5463  8
+46.4672  96.9506  8
+46.5609  97.4632  8
+46.5964  96.1828  8
+46.3169  96.7562  8
+47.121  97.4957  8
+46.5687  97.9135  8
+47.214  98.1828  8
+46.4651  96.1499  8
+46.6054  98.6599  8
+46.8178  98.2631  8
+46.8222  97.383  8
+46.6923  96.7786  8
+46.4988  98.0345  8
+46.8991  97.6042  8
+47.0519  96.4753  8
+46.1498  98.8999  8
+46.586  96.35  8
+46.6059  97.8301  8
+47.1183  98.0723  8
+46.6617  97.9003  8
+46.5575  97.9043  8
+46.6516  98.5847  8
+47.0235  97.1376  8
+47.1024  97.3328  8
+46.4445  96.9594  8
+46.5609  98.0655  8
+46.5731  97.5946  8
+46.1865  97.7227  8
+46.5671  98.1244  8
+46.4306  96.3438  8
+46.9301  98.5617  8
+46.8742  98.3594  8
+46.5588  98.7898  8
+46.5237  98.5861  8
+46.4943  97.162  8
+46.5252  98.6681  8
+46.766  98.6994  8
+46.6523  98.6087  8
+46.8653  97.4346  8
+46.6171  97.0944  8
+46.4471  97.8565  8
+46.893  96.7955  8
+46.7267  99.271  8
+46.9025  97.8068  8
+46.2772  98.0083  8
+46.4573  96.9402  8
+46.4523  96.1453  8
+46.4924  97.9978  8
+46.7979  97.0451  8
+47.0281  98.2777  8
+46.6854  98.829  8
+46.2903  96.7216  8
+46.6661  98.73  8
+46.6764  96.1902  8
+46.8709  98.1225  8
+46.9612  98.56  8
+46.8291  99.3309  8
+46.5931  96.7585  8
+47.0305  98.2756  8
+47.0987  98.5335  8
+46.5922  98.4491  8
+46.9719  96.9798  8
+46.5271  97.9006  8
+46.9003  97.1881  8
+46.9146  97.2717  8
+46.7988  97.5314  8
+46.7203  97.0126  8
+46.5724  98.0873  8
+46.1339  98.054  8
+46.3826  97.5336  8
+47.2287  98.2187  8
+46.9248  98.553  8
+46.4297  96.8159  8
+46.3007  96.6835  8
+47.1466  97.0955  8
+47.0695  96.4776  8
+46.726  98.2215  8
+47.0347  97.8555  8
+46.5335  99.3149  8
+46.5477  98.2022  8
+46.9019  96.3167  8
+46.7368  97.262  8
+46.7786  99.7681  8
+46.8741  99.1138  8
+46.5626  99.4614  8
+46.4747  97.4475  8
+46.2026  98.1928  8
+46.3383  98.3835  8
+46.542  97.2429  8
+46.7819  97.6607  8
+46.8051  97.8664  8
+46.6427  98.0271  8
+46.5849  97.398  8
+46.7824  96.4489  8
+46.7976  97.752  8
+46.7184  96.9687  8
+46.7825  98.4931  8
+46.9262  97.9827  8
+46.6928  97.5397  8
+46.6757  97.6326  8
+46.5386  98.556  8
+46.9401  97.3801  8
+47.1088  97.0551  8
+47.404  97.1537  8
+6.9742  63.5598  7
+6.46399  66.146  7
+18.5047  77.5835  7
+16.0333  73.5723  7
+7.42553  74.8369  7
+11.7781  75.2099  7
+13.3548  68.5617  7
+18.0088  72.8295  7
+9.93295  72.9016  7
+12.3635  72.4916  7
+16.8757  72.5421  7
+6.59346  79.6186  7
+11.4979  71.8487  7
+15.8975  79.1598  7
+16.0393  72.5746  7
+18.8133  77.0823  7
+12.974  65.8262  7
+17.7227  70.795  7
+15.8848  77.1236  7
+16.7038  78.8864  7
+14.7131  74.4971  7
+15.008  72.6344  7
+14.0303  76.2621  7
+19.836  74.8614  7
+12.3228  71.7349  7
+11.8228  60.8732  7
+17.1616  66.4786  7
+9.1945  74.8571  7
+10.9675  74.9959  7
+14.0197  75.2624  7
+17.8185  69.8292  7
+14.9716  74.8698  7
+11.3575  69.0807  7
+15.2966  72.657  7
+17.5655  75.8027  7
+13.5258  69.1893  7
+16.7934  67.3642  7
+17.9568  70.4081  7
+9.38253  69.0601  7
+10.0653  74.5443  7
+7.92786  74.4489  7
+14.5688  74.071  7
+12.0616  78.308  7
+18.8568  72.2338  7
+15.0005  77.0597  7
+17.6146  73.2862  7
+14.5691  80.9173  7
+14.5615  73.5849  7
+12.4247  65.1364  7
+21.0351  70.5554  7
+14.4129  66.9985  7
+16.8253  69.0902  7
+13.8975  70.8838  7
+4.83364  70.7908  7
+17.4459  69.786  7
+15.4855  73.1077  7
+6.61716  71.7575  7
+12.7626  67.7246  7
+21.7233  74.3631  7
+15.7184  62.5602  7
+18.4173  69.2612  7
+15.4037  76.1274  7
+16.1142  73.4925  7
+20.2021  67.7087  7
+18.6125  71.3553  7
+15.9821  81.7773  7
+14.7601  70.3693  7
+11.0119  77.4211  7
+14.9101  74.4998  7
+16.4344  79.3438  7
+22.9702  71.7193  7
+5.1016  79.3232  7
+14.3271  76.0561  7
+11.96  84.2657  7
+8.03136  75.8108  7
+11.6875  79.217  7
+13.3976  60.3978  7
+19.1962  77.9851  7
+17.5152  68.3059  7
+21.5956  73.967  7
+13.9858  72.2624  7
+14.5007  67.7301  7
+8.86643  76.7621  7
+11.913  63.5411  7
+17.4928  64.2277  7
+14.662  74.6725  7
+12.9914  71.8402  7
+14.6694  74.8898  7
+11.9876  73.1704  7
+6.79527  67.7802  7
+18.268  79.6573  7
+11.0498  77.0895  7
+18.1086  70.1339  7
+13.6122  74.0688  7
+6.93684  72.113  7
+12.58  77.3262  7
+15.1078  66.2657  7
+16.0514  75.7698  7
+10.383  67.3842  7
+15.9949  73.0173  7
+8.78849  80.0371  7
+15.9425  58.4478  7
+13.8141  68.9628  7
+23.1919  75.9825  7
+9.33767  72.7899  7
+13.1499  77.948  7
+9.31113  66.0853  7
+13.6298  77.9882  7
+14.7806  70.4936  7
+10.7807  77.9293  7
+12.1075  84.2081  7
+18.0637  73.155  7
+12.2869  72.1929  7
+17.8834  78.6057  7
+15.0611  71.2426  7
+12.6032  69.0315  7
+16.11  73.644  7
+17.0151  77.1487  7
+16.9914  76.5998  7
+13.863  67.3368  7
+13.7336  72.1281  7
+15.799  66.3803  7
+17.5132  70.087  7
+11.6782  68.8306  7
+17.9938  70.2958  7
+13.355  77.3186  7
+15.2698  74.2343  7
+21.8976  83.2627  7
+11.1427  82.1626  7
+15.2363  70.1339  7
+11.1334  70.5787  7
+13.1384  74.7592  7
+17.1843  76.3483  7
+16.9459  73.1542  7
+10.6792  78.5428  7
+13.1234  74.1113  7
+18.9347  62.8147  7
+10.8564  65.1915  7
+14.1361  74.144  7
+16.8179  73.4168  7
+20.4314  79.1002  7
+12.5282  71.6858  7
+16.3075  74.0084  7
+12.6015  76.6854  7
+11.4256  72.069  7
+8.67112  73.6595  7
+20.0546  77.4793  7
+5.66921  74.7665  7
+21.1012  86.303  7
+15.3943  70.1011  7
+7.07924  76.6519  7
+15.2409  78.2069  7
+11.3114  73.1903  7
+12.5313  69.8949  7
+9.56799  68.0229  7
+13.2154  72.8227  7
+10.9088  79.7561  7
+10.1041  74.6244  7
+15.213  67.1256  7
+13.5404  68.5892  7
+24.516  72.4898  7
+13.902  65.4107  7
+18.9457  67.3117  7
+15.8751  77.2214  7
+10.0324  70.5172  7
+18.7745  68.0842  7
+11.1172  67.8786  7
+15.6576  78.1547  7
+11.7784  62.7092  7
+10.6007  72.7629  7
+16.4342  70.7504  7
+16.0939  68.6336  7
+7.32682  80.992  7
+21.7923  77.9965  7
+20.7545  72.5261  7
+9.97794  71.7252  7
+16.5896  70.6464  7
+17.7794  70.8952  7
+17.0605  66.86  7
+4.44968  79.6235  7
+19.4552  65.6815  7
+10.8662  80.0937  7
+12.8369  73.5149  7
+14.0044  74.3141  7
+10.4842  72.3611  7
+15.4378  70.5417  7
+7.7826  79.7765  7
+15.2945  77.8664  7
+17.1188  73.3233  7
+17.8253  73.2815  7
+13.4018  68.7243  7
+12.8319  77.1705  7
+11.8416  71.5687  7
+15.4133  68.3427  7
+14.3874  75.0911  7
+14.7618  78.3312  7
+8.56969  76.0649  7
+4.87489  76.7773  7
+14.7324  79.746  7
+16.1758  68.1576  7
+11.6288  72.0451  7
+18.4902  73.4662  7
+3.62344  59.9285  7
+15.5947  74.5344  7
+10.878  79.1342  7
+14.8407  69.6396  7
+2.84344  71.5012  7
+12.4883  66.8669  7
+10.468  64.6173  7
+7.77496  71.3847  7
+18.6877  77.3514  7
+10.2618  81.514  7
+23.1101  77.8435  7
+8.29675  77.0656  7
+13.1048  78.2182  7
+14.0717  77.3593  7
+10.4853  70.9936  7
+8.14661  75.3408  7
+10.9537  72.6611  7
+19.3943  80.9806  7
+19.4368  71.8462  7
+11.8372  69.65  7
+13.8936  71.6775  7
+16.4462  68.2286  7
+9.35932  82.8769  7
+11.4419  75.8901  7
+8.00972  67.9883  7
+16.1423  72.6532  7
+17.5449  72.9405  7
+20.2077  79.7205  7
+12.0972  76.5809  7
+15.0473  66.1835  7
+18.005  68.9914  7
+15.5652  65.9837  7
+8.20881  72.9559  7
+13.2994  69.3226  7
+14.3928  71.4406  7
+13.144  76.8367  7
+13.4069  69.89  7
+15.2506  72.4894  7
+15.4718  65.3772  7
+6.28291  68.7217  7
+17.0008  71.9158  7
+12.782  73.8156  7
+15.6109  71.2024  7
+25.0523  67.318  7
+11.0317  70.1689  7
+14.3198  77.6605  7
+9.76055  76.678  7
+13.009  68.9532  7
+9.03985  70.387  7
+9.91819  67.126  7
+9.39186  67.6286  7
+9.23366  76.9973  7
+9.90062  72.9595  7
+13.7697  69.6652  7
+18.7182  71.6706  7
+19.3225  74.307  7
+18.034  83.5673  7
+18.4821  70.9698  7
+14.2428  70.0197  7
+15.9691  79.5589  7
+17.8546  64.5312  7
+17.3575  74.0294  7
+14.7628  73.0349  7
+17.5428  70.2942  7
+12.409  71.5285  7
+7.64793  75.4301  7
+23.4986  72.5452  7
+8.38578  70.7554  7
+9.747  68.1746  7
+9.07505  71.9796  7
+12.2811  73.9022  7
+11.2408  68.1408  7
+12.8555  73.0838  7
+15.6769  73.0767  7
+15.2056  63.572  7
+18.9136  71.6167  7
+11.0493  76.097  7
+14.999  79.7878  7
+17.6008  72.28  7
+7.44971  81.2882  7
+12.2055  76.7956  7
+18.1146  71.9282  7
+13.7783  78.709  7
+26.147  73.308  7
+16.1113  76.1851  7
+15.8876  74.961  7
+13.2603  72.4898  7
+20.6139  74.1227  7
+15.5693  72.1147  7
+7.4477  74.1965  7
+13.3477  72.3795  7
+11.4621  82.6934  7
+13.2552  81.1053  7
+15.5997  70.0399  7
+13.6189  80.0286  7
+11.752  78.6136  7
+11.9002  70.894  7
+15.2897  82.206  7
+14.2906  74.9315  7
+11.0522  73.673  7
+22.7165  64.5184  7
+15.378  77.9423  7
+10.8619  70.9644  7
+9.65983  76.2478  7
+15.5432  71.3917  7
+15.8865  75.6598  7
+12.1625  77.7504  7
+9.74072  70.1159  7
+15.6409  70.2935  7
+12.8535  76.8015  7
+13.4595  76.9247  7
+20.7965  72.3806  7
+18.9609  72.8208  7
+22.3784  75.6609  7
+14.1641  72.1781  7
+9.92617  69.1983  7
+18.2911  69.3891  7
+15.3908  72.8343  7
+10.0663  75.3633  7
+12.7845  67.7347  7
+12.7302  72.6837  7
+12.6735  67.9715  7
+16.9401  68.9921  7
+9.40018  70.906  7
+14.7253  71.9753  7
+5.26614  77.5098  7
+9.76337  68.8844  7
+16.3041  80.022  7
+18.6544  80.0636  7
+20.5745  76.1862  7
+13.8585  63.6911  7
+9.7573  63.8881  7
+12.1147  73.6008  7
+10.8968  73.0989  7
+12.5356  75.0092  7
+7.43643  74.1687  7
+13.3259  69.9454  7
+16.6829  75.7218  7
+12.5697  70.5723  7
+10.3905  75.958  7
+18.9164  76.0827  7
+14.6007  72.0524  7
+19.4285  74.9735  7
+19.9799  75.5132  7
+15.5005  68.7026  7
+16.0318  67.8982  7
+21.0952  64.5587  7
+13.9007  74.8945  7
+19.6489  74.7528  7
+12.4929  71.4185  7
+17.6386  76.1382  7
+8.57432  82.6621  7
+9.58557  66.1414  7
+11.0456  69.5803  7
+12.1605  70.8958  7
+14.9477  78.2299  7
+17.7285  67.1226  7
+13.2754  79.3836  7
+10.229  76.4249  7
+14.0693  71.434  7
+12.8931  71.7727  7
+17.9009  71.8102  7
+13.2442  77.9717  7
+9.36279  71.5327  7
+13.0456  63.7823  7
+9.42968  66.6865  7
+14.5659  72.133  7
+21.7401  73.3919  7
+11.9362  71.9542  7
+7.55315  76.3411  7
+9.42557  72.671  7
+17.4073  74.5066  7
+16.0269  73.4295  7
+7.34307  77.196  7
+16.7426  70.0379  7
+12.9911  75.7311  7
+16.858  69.2427  7
+16.0424  76.8963  7
+17.2367  81.0253  7
+18.8085  79.1206  7
+13.228  74.7781  7
+7.82159  70.8112  7
+8.82195  74.3393  7
+18.0928  62.4608  7
+14.4714  78.7609  7
+17.2222  70.2953  7
+14.0585  66.8945  7
+15.1509  71.3675  7
+23.0115  77.1704  7
+10.7838  66.9981  7
+14.0673  71.4014  7
+20.0259  75.849  7
+13.735  74.2524  7
+19.1428  75.8848  7
+14.5204  72.0799  7
+12.9293  71.9116  7
+7.91306  70.0406  7
+11.1569  72.5301  7
+18.5769  82.9214  7
+17.0431  77.3224  7
+19.8204  72.0764  7
+15.1146  73.3423  7
+14.9551  81.5398  7
+16.7977  64.5207  7
+20.8961  73.9012  7
+11.3243  75.4182  7
+15.4702  64.015  7
+12.9239  82.308  7
+13.1114  72.7146  7
+13.221  81.1251  7
+23.681  71.2745  7
+4.019  76.7883  7
+12.4485  75.9931  7
+19.9562  64.5198  7
+13.851  71.5423  7
+11.163  66.8932  7
+14.6376  76.2576  7
+16.9634  70.2364  7
+19.0134  78.3643  7
+10.6944  72.2111  7
+16.2133  65.9127  7
+10.9631  72.7751  7
+11.3727  71.7992  7
+18.5126  76.2785  7
+15.9101  74.2728  7
+18.5133  76.754  7
+15.8657  82.2787  7
+9.9406  78.2441  7
+14.0614  71.4062  7
+11.6339  73.6409  7
+18.1891  77.3399  7
+14.2462  70.3142  7
+14.2587  68.6824  7
+14.1859  77.6699  7
+41.4421  95.1835  8
+49.9689  93.1219  8
+48.9502  98.5986  8
+48.8835  101.19  8
+50.1349  94.0788  8
+44.9024  96.1416  8
+47.4277  96.6013  8
+48.7175  98.3238  8
+49.6  98.8651  8
+49.647  97.3412  8
+51.0073  96.0242  8
+45.4451  105.71  8
+52.1357  97.8324  8
+47.5369  96.3437  8
+48.0226  98.1668  8
+50.0173  97.4693  8
+46.9606  98.8998  8
+52.3675  98.3242  8
+47.3761  95.6861  8
+50.4993  95.3446  8
+48.3599  95.8236  8
+53.2012  99.5836  8
+48.834  97.0675  8
+51.4258  97.8536  8
+48.2486  98.0379  8
+50.5352  95.2385  8
+51.966  94.314  8
+51.0185  97.0484  8
+53.4679  93.897  8
+51.7624  94.7498  8
+55.3625  99.6402  8
+50.1651  95.5381  8
+48.5293  97.2518  8
+47.6447  97.9821  8
+50.6167  97.58  8
+50.9469  97.2312  8
+50.3737  98.3207  8
+50.9797  98.5861  8
+53.1431  97.0138  8
+45.5952  98.8883  8
+54.1421  95.9169  8
+51.5126  99.1836  8
+49.3575  94.2565  8
+55.9648  101.242  8
+54.0428  96.5008  8
+50.9739  97.871  8
+49.7275  93.3433  8
+52.4788  96.101  8
+47.9087  98.787  8
+49.5041  95.175  8
+51.7279  96.4927  8
+50.3544  99.4839  8
+48.0173  95.9962  8
+48.7575  95.0564  8
+45.5439  96.7317  8
+47.2433  92.9991  8
+50.1988  92.8083  8
+50.4409  95.9461  8
+51.6926  96.0898  8
+50.5479  97.1375  8
+47.9703  97.8309  8
+55.3622  97.4572  8
+51.2496  95.7789  8
+53.0253  96.6107  8
+48.7691  97.7165  8
+52.5326  99.717  8
+47.4153  96.1176  8
+54.98  100.573  8
+50.2622  99.4942  8
+46.1076  97.2104  8
+46.0329  94.5252  8
+51.6916  95.1614  8
+46.5102  96.4943  8
+51.3057  94.2738  8
+44.0614  94.5153  8
+51.6252  97.2491  8
+46.6135  99.319  8
+52.2948  98.226  8
+48.1176  98.1658  8
+51.9199  95.6656  8
+49.6601  97.6666  8
+48.2809  97.1118  8
+50.6258  98.7189  8
+54.5118  97.0744  8
+47.948  98.1689  8
+49.2226  94.6523  8
+53.3937  96.3825  8
+53.1772  96.6464  8
+53.2555  96.4591  8
+51.606  98.8852  8
+47.2193  96.1011  8
+45.934  98.4114  8
+47.952  92.6304  8
+51.9725  96.3493  8
+52.9004  102.211  8
+48.9986  96.982  8
+48.3003  96.289  8
+47.2406  96.6319  8
+45.0341  95.9396  8
+50.452  96.4533  8
+55.8699  93.6161  8
+49.1143  96.7294  8
+49.5852  99.4858  8
+46.9503  96.2251  8
+46.9918  95.9268  8
+50.3754  97.1761  8
+50.7271  100.905  8
+46.92  95.0981  8
+54.6489  96.057  8
+51.3893  93.5392  8
+42.223  98.2652  8
+47.255  96.2813  8
+50.7468  100.008  8
+53.5001  98.5525  8
+50.0758  95.7402  8
+52.6382  97.9511  8
+50.7758  93.3224  8
+49.7789  95.0243  8
+53.3533  95.3494  8
+50.7794  96.8392  8
+48.6835  93.7599  8
+50.5545  100.139  8
+49.9814  99.9025  8
+49.4176  100.063  8
+49.3004  98.1639  8
+51.9416  99.8599  8
+50.779  97.6581  8
+47.4913  95.4818  8
+50.0526  96.9909  8
+51.8662  98.7923  8
+45.192  96.118  8
+52.0513  95.2885  8
+45.1058  98.8115  8
+97.3191  68.0847  9
+99.9103  67.9731  9
+101.142  68.0599  9
+95.8612  68.0137  9
+95.3405  68.0971  9
+96.6713  68.2601  9
+97.7959  67.9033  9
+99.3944  68.066  9
+98.8196  68.1389  9
+100.835  68.3521  9
+96.0567  68.2631  9
+97.7124  67.987  9
+97.6818  68.1729  9
+95.6442  68.2786  9
+94.9751  67.9418  9
+97.0649  68.1848  9
+98.1745  68.299  9
+97.5609  68.0262  9
+97.6705  67.9386  9
+101.017  68.0252  9
+96.6478  68.1323  9
+94.2996  68.1649  9
+96.9756  68.3145  9
+97.2107  67.9364  9
+97.7873  68.2199  9
+97.1539  68.1341  9
+94.7383  68.2297  9
+101.351  68.0265  9
+95.6913  67.955  9
+98.0526  67.943  9
+97.6307  68.0589  9
+96.5153  68.0757  9
+99.7218  68.0519  9
+100.13  68.0103  9
+96.6848  68.0285  9
+98.2577  68.0187  9
+97.8715  68.1369  9
+95.303  68.0653  9
+96.7226  68.0783  9
+96.6646  68.1718  9
+102.01  68.0171  9
+92.8552  68.1594  9
+98.4827  68.0471  9
+98.677  68.3001  9
+94.9963  68.1207  9
+95.0845  68.2416  9
+95.2289  67.9679  9
+98.8395  68.1763  9
+97.5372  67.8789  9
+95.0989  68.0631  9
+96.2249  68.1139  9
+100.754  67.9854  9
+94.6755  68.0948  9
+95.0181  67.8509  9
+98.3966  68.1505  9
+95.9037  68.2702  9
+98.3384  67.9264  9
+98.3108  68.0733  9
+98.3052  68.0953  9
+96.3574  68.0066  9
+97.6805  68.024  9
+98.1658  68.0928  9
+95.5992  68.1486  9
+96.6595  68.1624  9
+96.3046  68.1027  9
+97.6432  68.2355  9
+97.8414  67.9624  9
+99.2772  67.7924  9
+99.1261  68.0036  9
+100.67  68.1046  9
+97.6889  68.172  9
+99.9417  67.9191  9
+95.1743  68.2626  9
+98.7606  67.9607  9
+99.7031  68.0427  9
+94.3437  67.9619  9
+95.6103  68.2285  9
+97.7253  68.3245  9
+97.323  67.9701  9
+97.691  67.9551  9
+97.5687  68.1529  9
+97.2912  67.8588  9
+100.286  68.0849  9
+97.8297  67.9631  9
+95.4533  68.5077  9
+96.3836  68.1377  9
+95.3567  68.0426  9
+98.4426  68.0826  9
+94.4767  68.1639  9
+98.2559  68.0158  9
+96.5007  67.9212  9
+96.8852  68.1787  9
+96.834  67.9841  9
+98.4335  68.2043  9
\ No newline at end of file
diff --git a/example/simpleExample.cpp b/example/simpleExample.cpp
index ec86f64..327b3c0 100644
--- a/example/simpleExample.cpp
+++ b/example/simpleExample.cpp
@@ -1,56 +1,59 @@
-#include <dbscan.h>
 #include <stdio.h>
 
 #include <fstream>
 #include <iostream>
 #include <vector>
-#define MINIMUM_POINTS 4       // minimum number of cluster
-#define EPSILON (0.75 * 0.75)  // distance for clustering, metre^2
 
-std::vector<Point> readBenchmarkData() {
-  // load point cloud
-  std::vector<Point> points;
-  FILE *stream;
-  stream = fopen("benchmark_hepta.dat", "ra");
-
-  unsigned int minpts, num_points, cluster, i = 0;
-  fscanf(stream, "%u\n", &num_points);
-
-  Point *p = (Point *)calloc(num_points, sizeof(Point));
-
-  while (i < num_points) {
-    fscanf(stream, "%f,%f,%d\n", &(p[i].x), &(p[i].y), &cluster);
-    p[i].clusterID = UNCLASSIFIED;
-    points.push_back(p[i]);
-    ++i;
-  }
-
-  free(p);
-  fclose(stream);
-  return points;
+#include "dbscan.h"
+#define MINIMUM_POINTS 6  // minimum number of cluster
+#define EPSILON (2.0)     // distance for clustering, metre^2
+
+std::vector<Point> readBenchmarkData(const std::string &filename) {
+    // load point cloud
+    std::vector<Point> points;
+    std::ifstream input;
+    input.open(filename.c_str());
+    if (input.is_open()) {
+        unsigned int minpts, num_points, cluster, i = 0;
+        input >> num_points;
+        float x, y;
+        while (i < num_points) {
+            input >> x >> y >> cluster;
+            points.push_back(Point(x, y, UNCLASSIFIED));
+            ++i;
+        }
+        input.close();
+        return points;
+    } else
+        return {};
 }
 
 void printResults(const vector<Point> &points, int num_points) {
-  int i = 0;
-  std::cout << "Number of Points: " << num_points << std::endl;
-  std::cout << "x\t\t\ty\t\t\t" << std::endl;
-
-  while (i < num_points) {
-    std::cout << points[i] << std::endl;
-    ++i;
-  }
+    int i = 0;
+    std::cout << "Number of Points: " << num_points << std::endl;
+    std::cout << "x\t\t\ty\t\t\t" << std::endl;
+
+    while (i < num_points) {
+        std::cout << points[i] << std::endl;
+        ++i;
+    }
 }
 
-int main() {
-  // read point data
-  std::vector<Point> points = readBenchmarkData();
-
-  // constructor
-  DBSCAN ds(MINIMUM_POINTS, EPSILON, points);
-  // main loop
-  ds.run();
-  // result of DBSCAN algorithm
-  printResults(ds.getPoints(), ds.getTotalPointSize());
-
-  return 0;
+int main(int argc, char **argv) {
+    if (argc != 2) {
+        std::cerr << "Expected data filename" << std::endl;
+        exit(EXIT_FAILURE);
+    }
+    auto filename = argv[1];
+    // read point data
+    std::vector<Point> points = readBenchmarkData(filename);
+    // constructor
+    DBSCAN ds(MINIMUM_POINTS, EPSILON, points);
+    // main loop
+    auto nClusters = ds.run();
+    std::cout << "Number of clusters: " << ds.getNClusters() << std::endl;
+    // result of DBSCAN algorithm
+    // printResults(ds.getPoints(), ds.getTotalPointSize());
+
+    return 0;
 }
diff --git a/include/dbscan/dbscan.h b/include/dbscan/dbscan.h
index 0fe829b..644311e 100644
--- a/include/dbscan/dbscan.h
+++ b/include/dbscan/dbscan.h
@@ -37,18 +37,18 @@ class DBSCAN {
     inline double calculateDistance(const Point& pointCore,
                                     const Point& pointTarget);
 
-    int getTotalPointSize() { return pointSize; }
-    int getMinimumClusterSize() { return minPoints; }
-    int getEpsilonSize() { return eps; }
-    const vector<Point>& getPoints() { return points; }
-    const unsigned int getNClusters() const { return nClusters; }
+    int getTotalPointSize() { return m_pointSize; }
+    int getMinimumClusterSize() { return m_minPoints; }
+    int getEpsilonSize() { return m_epsilon; }
+    const vector<Point>& getPoints() { return m_points; }
+    const unsigned int getNClusters() { return nClusters; }
 
    private:
     unsigned int nClusters;
-    unsigned int minPoints;
-    float eps;
-    unsigned int pointSize;
-    vector<Point> points;
+    unsigned int m_minPoints;
+    float m_epsilon;
+    unsigned int m_pointSize;
+    vector<Point> m_points;
 };
 
 #endif  // DBSCAN_H
diff --git a/src/dbscan/dbscan.cpp b/src/dbscan/dbscan.cpp
index 24818a4..e9cabfc 100644
--- a/src/dbscan/dbscan.cpp
+++ b/src/dbscan/dbscan.cpp
@@ -12,30 +12,31 @@
 #include "dbscan.h"
 
 DBSCAN::DBSCAN(const unsigned int& minPts, const float& eps,
-               const vector<Point>& p)
-    : minPoints(minPts), eps(eps) {
-    pointSize = points.size();
-    this->points = p;
+               const vector<Point>& points)
+    : nClusters(0), m_minPoints(minPts), m_epsilon(eps) {
+    m_pointSize = points.size();
+    m_points = points;
 }
 
 int DBSCAN::run() {
     int clusterID = 1;
     typename vector<Point>::iterator iter;
-    for (iter = points.begin(); iter != points.end(); ++iter) {
+    for (iter = m_points.begin(); iter != m_points.end(); ++iter) {
         if (iter->clusterID == UNCLASSIFIED) {
             if (expandCluster(*iter, clusterID) != FAILURE) {
                 clusterID += 1;
             }
         }
+        std::cout << *iter << std::endl;
     }
-    nClusters = clusterID;
-    return nClusters;
+    this->nClusters = clusterID;
+    return 0;
 }
 
 int DBSCAN::expandCluster(Point point, int clusterID) {
     vector<int> clusterSeeds = calculateCluster(point);
 
-    if (clusterSeeds.size() < minPoints) {
+    if (clusterSeeds.size() < m_minPoints) {
         point.clusterID = NOISE;
         return FAILURE;
     } else {
@@ -43,9 +44,9 @@ int DBSCAN::expandCluster(Point point, int clusterID) {
         vector<int>::iterator iterSeeds;
         for (iterSeeds = clusterSeeds.begin(); iterSeeds != clusterSeeds.end();
              ++iterSeeds) {
-            points.at(*iterSeeds).clusterID = clusterID;
-            if (points.at(*iterSeeds).x == point.x &&
-                points.at(*iterSeeds).y == point.y) {
+            m_points.at(*iterSeeds).clusterID = clusterID;
+            if (m_points.at(*iterSeeds).x == point.x &&
+                m_points.at(*iterSeeds).y == point.y) {
                 indexCorePoint = index;
             }
             ++index;
@@ -55,20 +56,20 @@ int DBSCAN::expandCluster(Point point, int clusterID) {
         for (vector<int>::size_type i = 0, n = clusterSeeds.size(); i < n;
              ++i) {
             vector<int> clusterNeighors =
-                calculateCluster(points.at(clusterSeeds[i]));
+                calculateCluster(m_points.at(clusterSeeds[i]));
 
-            if (clusterNeighors.size() >= minPoints) {
+            if (clusterNeighors.size() >= m_minPoints) {
                 vector<int>::iterator iterNeighors;
                 for (iterNeighors = clusterNeighors.begin();
                      iterNeighors != clusterNeighors.end(); ++iterNeighors) {
-                    if (points.at(*iterNeighors).clusterID == UNCLASSIFIED ||
-                        points.at(*iterNeighors).clusterID == NOISE) {
-                        if (points.at(*iterNeighors).clusterID ==
+                    if (m_points.at(*iterNeighors).clusterID == UNCLASSIFIED ||
+                        m_points.at(*iterNeighors).clusterID == NOISE) {
+                        if (m_points.at(*iterNeighors).clusterID ==
                             UNCLASSIFIED) {
                             clusterSeeds.push_back(*iterNeighors);
                             n = clusterSeeds.size();
                         }
-                        points.at(*iterNeighors).clusterID = clusterID;
+                        m_points.at(*iterNeighors).clusterID = clusterID;
                     }
                 }
             }
@@ -89,8 +90,8 @@ vector<int> DBSCAN::calculateCluster(Point point) {
     int index = 0;
     typename vector<Point>::iterator iter;
     vector<int> clusterIndex;
-    for (iter = points.begin(); iter != points.end(); ++iter) {
-        if (calculateDistance(point, *iter) <= eps) {
+    for (iter = m_points.begin(); iter != m_points.end(); ++iter) {
+        if (calculateDistance(point, *iter) <= m_epsilon) {
             clusterIndex.push_back(index);
         }
         index++;

From ae288c8a5c2008481f85509a99cf81bf45b97f3d Mon Sep 17 00:00:00 2001
From: amarrerod <alemarrerodiaz@gmail.com>
Date: Wed, 6 Apr 2022 16:43:17 +0200
Subject: [PATCH 18/23] =?UTF-8?q?=E2=99=BB=EF=B8=8F=20Includes=20return=20?=
 =?UTF-8?q?in=20run=20method?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 src/dbscan/dbscan.cpp | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/dbscan/dbscan.cpp b/src/dbscan/dbscan.cpp
index e9cabfc..d5241f9 100644
--- a/src/dbscan/dbscan.cpp
+++ b/src/dbscan/dbscan.cpp
@@ -30,7 +30,7 @@ int DBSCAN::run() {
         std::cout << *iter << std::endl;
     }
     this->nClusters = clusterID;
-    return 0;
+    return nClusters;
 }
 
 int DBSCAN::expandCluster(Point point, int clusterID) {

From 346a13dfa7133e4b10e2ba224be5fd3a52a70252 Mon Sep 17 00:00:00 2001
From: amarrerod <alemarrerodiaz@gmail.com>
Date: Thu, 7 Apr 2022 10:36:08 +0200
Subject: [PATCH 19/23] =?UTF-8?q?=E2=9C=A8=20Introduces=20new=20constructo?=
 =?UTF-8?q?r?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 example/simpleExample.cpp |  4 ++--
 include/dbscan/dbscan.h   |  5 +++++
 src/dbscan/dbscan.cpp     | 24 ++++++++++++++++++++++++
 3 files changed, 31 insertions(+), 2 deletions(-)

diff --git a/example/simpleExample.cpp b/example/simpleExample.cpp
index 327b3c0..d713cd8 100644
--- a/example/simpleExample.cpp
+++ b/example/simpleExample.cpp
@@ -14,7 +14,7 @@ std::vector<Point> readBenchmarkData(const std::string &filename) {
     std::ifstream input;
     input.open(filename.c_str());
     if (input.is_open()) {
-        unsigned int minpts, num_points, cluster, i = 0;
+        unsigned int num_points, cluster, i = 0;
         input >> num_points;
         float x, y;
         while (i < num_points) {
@@ -50,7 +50,7 @@ int main(int argc, char **argv) {
     // constructor
     DBSCAN ds(MINIMUM_POINTS, EPSILON, points);
     // main loop
-    auto nClusters = ds.run();
+    ds.run();
     std::cout << "Number of clusters: " << ds.getNClusters() << std::endl;
     // result of DBSCAN algorithm
     // printResults(ds.getPoints(), ds.getTotalPointSize());
diff --git a/include/dbscan/dbscan.h b/include/dbscan/dbscan.h
index 644311e..c4ea7e9 100644
--- a/include/dbscan/dbscan.h
+++ b/include/dbscan/dbscan.h
@@ -14,6 +14,8 @@
 
 using namespace std;
 
+using coords = std::pair<float, float>;
+
 typedef struct Point_ {
     float x, y;     // X, Y position
     int clusterID;  // clustered ID
@@ -27,6 +29,9 @@ typedef struct Point_ {
 
 class DBSCAN {
    public:
+    DBSCAN() = delete;
+    DBSCAN(const unsigned int& minPts, const float& eps,
+           const vector<coords>& coordinates);
     DBSCAN(const unsigned int& minPts, const float& eps,
            const vector<Point>& points);
     ~DBSCAN() = default;
diff --git a/src/dbscan/dbscan.cpp b/src/dbscan/dbscan.cpp
index d5241f9..769a81d 100644
--- a/src/dbscan/dbscan.cpp
+++ b/src/dbscan/dbscan.cpp
@@ -11,6 +11,13 @@
 
 #include "dbscan.h"
 
+/**
+ * @brief Construct a new DBSCAN::DBSCAN object
+ *
+ * @param minPts
+ * @param eps
+ * @param points
+ */
 DBSCAN::DBSCAN(const unsigned int& minPts, const float& eps,
                const vector<Point>& points)
     : nClusters(0), m_minPoints(minPts), m_epsilon(eps) {
@@ -18,6 +25,23 @@ DBSCAN::DBSCAN(const unsigned int& minPts, const float& eps,
     m_points = points;
 }
 
+/**
+ * @brief Construct a new DBSCAN::DBSCAN object
+ *
+ * @param minPts
+ * @param eps
+ * @param points
+ */
+DBSCAN::DBSCAN(const unsigned int& minPts, const float& eps,
+               const vector<coords>& coordinates)
+    : nClusters(0), m_minPoints(minPts), m_epsilon(eps) {
+    m_pointSize = coordinates.size();
+    m_points.reserve(m_pointSize);
+    for (auto& [x, y] : coordinates) {
+        m_points.push_back(Point(x, y, UNCLASSIFIED));
+    }
+}
+
 int DBSCAN::run() {
     int clusterID = 1;
     typename vector<Point>::iterator iter;

From f4add23823d26b9e8fe41161b0e44090447dbd0f Mon Sep 17 00:00:00 2001
From: amarrerod <alemarrerodiaz@gmail.com>
Date: Mon, 25 Apr 2022 16:55:24 +0200
Subject: [PATCH 20/23] =?UTF-8?q?=E2=9C=A8=20Includes=20the=20cluster=20cl?=
 =?UTF-8?q?ass?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 CMakeLists.txt            |   2 +-
 example/simpleExample.cpp |  15 +++--
 include/dbscan/cluster.h  |  45 ++++++++++++++
 include/dbscan/dbscan.h   |   7 +++
 src/dbscan/cluster.cpp    | 127 ++++++++++++++++++++++++++++++++++++++
 src/dbscan/dbscan.cpp     |  42 ++++++++++++-
 6 files changed, 229 insertions(+), 9 deletions(-)
 create mode 100644 include/dbscan/cluster.h
 create mode 100644 src/dbscan/cluster.cpp

diff --git a/CMakeLists.txt b/CMakeLists.txt
index f9efb49..448ef21 100644
--- a/CMakeLists.txt
+++ b/CMakeLists.txt
@@ -13,7 +13,7 @@ set(CMAKE_CXX_STANDARD 20)
 set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -std=c++20 -lstdc++fs -O3 -ffast-math -Wall -march=native -mtune=native -fPIC")
 
 
-add_library(${PROJECT_NAME} SHARED src/dbscan/dbscan.cpp)
+add_library(${PROJECT_NAME} SHARED src/dbscan/dbscan.cpp src/dbscan/cluster.cpp)
 set_target_properties(${PROJECT_NAME} PROPERTIES VERSION ${PROJECT_VERSION} LINKER_LANGUAGE CXX)
 set_target_properties(${PROJECT_NAME} PROPERTIES SOVERSION 1)
 target_include_directories(${PROJECT_NAME} PUBLIC
diff --git a/example/simpleExample.cpp b/example/simpleExample.cpp
index d713cd8..2046497 100644
--- a/example/simpleExample.cpp
+++ b/example/simpleExample.cpp
@@ -8,9 +8,9 @@
 #define MINIMUM_POINTS 6  // minimum number of cluster
 #define EPSILON (2.0)     // distance for clustering, metre^2
 
-std::vector<Point> readBenchmarkData(const std::string &filename) {
+std::vector<coords> readBenchmarkData(const std::string &filename) {
     // load point cloud
-    std::vector<Point> points;
+    std::vector<coords> points;
     std::ifstream input;
     input.open(filename.c_str());
     if (input.is_open()) {
@@ -19,7 +19,7 @@ std::vector<Point> readBenchmarkData(const std::string &filename) {
         float x, y;
         while (i < num_points) {
             input >> x >> y >> cluster;
-            points.push_back(Point(x, y, UNCLASSIFIED));
+            points.push_back({x, y});
             ++i;
         }
         input.close();
@@ -46,7 +46,7 @@ int main(int argc, char **argv) {
     }
     auto filename = argv[1];
     // read point data
-    std::vector<Point> points = readBenchmarkData(filename);
+    std::vector<coords> points = readBenchmarkData(filename);
     // constructor
     DBSCAN ds(MINIMUM_POINTS, EPSILON, points);
     // main loop
@@ -54,6 +54,11 @@ int main(int argc, char **argv) {
     std::cout << "Number of clusters: " << ds.getNClusters() << std::endl;
     // result of DBSCAN algorithm
     // printResults(ds.getPoints(), ds.getTotalPointSize());
-
+    auto clusters = ds.getClusters();
+    for (auto &c : clusters) {
+        c.update();
+        std::cout << c << std::endl;
+    }
+    std::cout << "Mean radius is: " << ds.radiusOfClusters() << std::endl;
     return 0;
 }
diff --git a/include/dbscan/cluster.h b/include/dbscan/cluster.h
new file mode 100644
index 0000000..54d0a79
--- /dev/null
+++ b/include/dbscan/cluster.h
@@ -0,0 +1,45 @@
+
+
+#ifndef CLUSTER_H
+#define CLUSTER_H
+
+#include <iostream>
+#include <utility>
+#include <vector>
+
+using coords = std::pair<float, float>;
+
+class Cluster {
+   public:
+    Cluster() = default;
+    explicit Cluster(const unsigned int& id);
+    Cluster(const unsigned int& id, const std::vector<coords>& coordinates);
+
+    const int getID() const { return id; }
+    const float getRadius();
+    const coords getCentroid();
+
+    void addPoint(const coords& p) { points.push_back(p); }
+    void addPoints(const std::vector<coords>& points);
+    std::vector<coords> getPoints() const { return points; }
+
+    void update();
+    bool empty() const { return points.empty(); }
+
+    friend std::ostream& operator<<(std::ostream& os, const Cluster& c);
+
+   private:
+    float computeRadius();
+    coords computeCentroid();
+
+   private:
+    unsigned int id;
+    float radius;
+    coords centroid;
+    std::vector<coords> points;
+
+   protected:
+    const coords nullCoords = {-1.0, -1.0};
+};
+
+#endif  //
\ No newline at end of file
diff --git a/include/dbscan/dbscan.h b/include/dbscan/dbscan.h
index c4ea7e9..452b1eb 100644
--- a/include/dbscan/dbscan.h
+++ b/include/dbscan/dbscan.h
@@ -5,6 +5,8 @@
 #include <utility>
 #include <vector>
 
+#include "cluster.h"
+
 #define UNCLASSIFIED -1
 #define CORE_POINT 1
 #define BORDER_POINT 2
@@ -47,6 +49,9 @@ class DBSCAN {
     int getEpsilonSize() { return m_epsilon; }
     const vector<Point>& getPoints() { return m_points; }
     const unsigned int getNClusters() { return nClusters; }
+    vector<Cluster> getClusters() const { return m_clusters; }
+
+    float radiusOfClusters();
 
    private:
     unsigned int nClusters;
@@ -54,6 +59,8 @@ class DBSCAN {
     float m_epsilon;
     unsigned int m_pointSize;
     vector<Point> m_points;
+
+    vector<Cluster> m_clusters;
 };
 
 #endif  // DBSCAN_H
diff --git a/src/dbscan/cluster.cpp b/src/dbscan/cluster.cpp
new file mode 100644
index 0000000..7af68c7
--- /dev/null
+++ b/src/dbscan/cluster.cpp
@@ -0,0 +1,127 @@
+
+
+#include "cluster.h"
+
+#include <math.h>
+/**
+ * @brief Construct a new Cluster:: Cluster object
+ *
+ * @param id
+ */
+Cluster::Cluster(const unsigned int& id) : id(id), radius(-1.0), points({}) {
+    centroid = nullCoords;
+}
+
+/**
+ * @brief Construct a new Cluster:: Cluster object
+ *
+ * @param id
+ * @param coordinates
+ */
+Cluster::Cluster(const unsigned int& id, const std::vector<coords>& coordinates)
+    : id(id), radius(-1.0), points(coordinates) {
+    centroid = nullCoords;
+}
+
+/**
+ * @brief Includes new points into the cluster
+ *
+ * @param pts
+ */
+void Cluster::addPoints(const std::vector<coords>& pts) {
+    for (const coords& p : pts) {
+        points.push_back(p);
+    }
+}
+
+/**
+ * @brief Method to update the cluster and compute the Centroid and Radius
+ *
+ */
+void Cluster::update() {
+    computeCentroid();
+    computeRadius();
+}
+/**
+ * @brief Returns the radius of the cluster
+ *
+ * @return float
+ */
+const float Cluster::getRadius() {
+    if (radius == -1.0) {
+        radius = computeRadius();
+    }
+    return radius;
+}
+
+/**
+ * @brief Method to calculate the radius of the cluster. The radius is defined
+ * as the mean distance from each city to the centroid
+ * Definition extracted from:
+ *
+ * Smith-Miles, K., Van Hemert, J., & Lim, X. Y. (2010). Understanding TSP
+ * difficulty by learning from evolved instances. Lecture Notes in Computer
+ * Science (Including Subseries Lecture Notes in Artificial Intelligence and
+ * Lecture Notes in Bioinformatics), 6073 LNCS, 266–280.
+ * https://doi.org/10.1007/978-3-642-13800-3_29
+ * @return float
+ */
+float Cluster::computeRadius() {
+    radius = 0.0f;
+    if (centroid == nullCoords) {
+        // Making sure the centroid is already calculated
+        computeCentroid();
+    }
+    for (auto [x, y] : points) {
+        radius += sqrt(((x - centroid.first) * (x - centroid.first)) +
+                       ((y - centroid.second) * (y - centroid.second)));
+    }
+    radius /= points.size();
+    return radius;
+}
+
+/**
+ * @brief Returns the centroid of the cluster
+ *
+ * @return const coords
+ */
+const coords Cluster::getCentroid() {
+    if (centroid == nullCoords) {
+        centroid = computeCentroid();
+    }
+    return centroid;
+}
+
+/**
+ * @brief Method to calculate the centroid of the cluster.
+ *
+ * @return coords
+ */
+coords Cluster::computeCentroid() {
+    auto cX = 0.0f;
+    auto cY = 0.0f;
+    for (auto [x, y] : points) {
+        cX += x;
+        cY += y;
+    }
+    cX /= points.size();
+    cY /= points.size();
+    centroid = {cX, cY};
+    return centroid;
+}
+
+/**
+ * @brief Prints the information of a Cluster object
+ *
+ * @param os
+ * @param c
+ * @return std::ostream&
+ */
+std::ostream& operator<<(std::ostream& os, const Cluster& c) {
+    os << "Cluster with id: " << c.id << std::endl;
+    os << "Radius: " << c.radius << std::endl;
+    os << "Centroid: (" << c.centroid.first << ", " << c.centroid.second << ")"
+       << std::endl;
+    os << "Number of points: " << c.points.size() << std::endl;
+    return os;
+}
\ No newline at end of file
diff --git a/src/dbscan/dbscan.cpp b/src/dbscan/dbscan.cpp
index 769a81d..12a5ac0 100644
--- a/src/dbscan/dbscan.cpp
+++ b/src/dbscan/dbscan.cpp
@@ -42,8 +42,13 @@ DBSCAN::DBSCAN(const unsigned int& minPts, const float& eps,
     }
 }
 
+/**
+ * @brief Method to run the DBSCAN algorithm
+ *
+ * @return int
+ */
 int DBSCAN::run() {
-    int clusterID = 1;
+    int clusterID = 0;
     typename vector<Point>::iterator iter;
     for (iter = m_points.begin(); iter != m_points.end(); ++iter) {
         if (iter->clusterID == UNCLASSIFIED) {
@@ -51,12 +56,28 @@ int DBSCAN::run() {
                 clusterID += 1;
             }
         }
-        std::cout << *iter << std::endl;
     }
     this->nClusters = clusterID;
+    this->m_clusters.reserve(this->nClusters);
+    for (unsigned int i = 1; i <= this->nClusters; i++) {
+        m_clusters.push_back(Cluster(i));
+    }
+    // Filling the cluster
+    for (const Point& p : m_points) {
+        if (p.clusterID != UNCLASSIFIED) {
+            m_clusters[p.clusterID].addPoint({p.x, p.y});
+        }
+    }
     return nClusters;
 }
 
+/**
+ * @brief
+ *
+ * @param point
+ * @param clusterID
+ * @return int
+ */
 int DBSCAN::expandCluster(Point point, int clusterID) {
     vector<int> clusterSeeds = calculateCluster(point);
 
@@ -104,7 +125,7 @@ int DBSCAN::expandCluster(Point point, int clusterID) {
 }
 
 /**
- * @brief Calculates the clusters in the points
+ * @brief Calculates the cluster the point belongs to
  *
  * @param point
  * @return vector<int>
@@ -135,4 +156,19 @@ inline double DBSCAN::calculateDistance(const Point& pointCore,
                                         const Point& pointTarget) {
     return ((pointCore.x - pointTarget.x) * (pointCore.x - pointTarget.x)) +
            ((pointCore.y - pointTarget.y) * (pointCore.y - pointTarget.y));
+}
+
+/**
+ * @brief Computes the mean radius of the clusters in the points
+ *  It is defined as the mean distance from any city in a cluster to the cluster
+ * centroid, averaged over all clusters
+ * @return float
+ */
+float DBSCAN::radiusOfClusters() {
+    auto radius = 0.0f;
+    for (auto& c : m_clusters) {
+        auto cr = c.getRadius();
+        radius += cr;
+    }
+    return radius / m_clusters.size();
 }
\ No newline at end of file

From 05c2d58c98f3bb1ad3765e93dbb2968dd6b9f195 Mon Sep 17 00:00:00 2001
From: amarrerod <alemarrerodiaz@gmail.com>
Date: Mon, 2 May 2022 16:37:25 +0200
Subject: [PATCH 21/23] =?UTF-8?q?=F0=9F=90=9B=20Fixes=20a=20bug=20in=20the?=
 =?UTF-8?q?=20DBSCAN=20code?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 data/sklearn_example.data |  7 +++++++
 example/simpleExample.cpp | 10 +++++-----
 include/dbscan/dbscan.h   | 15 ++++++++++++---
 src/dbscan/dbscan.cpp     | 26 ++++++++++----------------
 4 files changed, 34 insertions(+), 24 deletions(-)
 create mode 100644 data/sklearn_example.data

diff --git a/data/sklearn_example.data b/data/sklearn_example.data
new file mode 100644
index 0000000..151f5ce
--- /dev/null
+++ b/data/sklearn_example.data
@@ -0,0 +1,7 @@
+6
+1  2  0
+2  2  0
+2  3  0
+8  7  1
+8  8  1
+25  80 -1
\ No newline at end of file
diff --git a/example/simpleExample.cpp b/example/simpleExample.cpp
index 2046497..23cbce4 100644
--- a/example/simpleExample.cpp
+++ b/example/simpleExample.cpp
@@ -5,8 +5,8 @@
 #include <vector>
 
 #include "dbscan.h"
-#define MINIMUM_POINTS 6  // minimum number of cluster
-#define EPSILON (2.0)     // distance for clustering, metre^2
+#define MINIMUM_POINTS 2  // minimum number of cluster
+#define EPSILON (3.0)     // distance for clustering, metre^2
 
 std::vector<coords> readBenchmarkData(const std::string &filename) {
     // load point cloud
@@ -51,9 +51,9 @@ int main(int argc, char **argv) {
     DBSCAN ds(MINIMUM_POINTS, EPSILON, points);
     // main loop
     ds.run();
-    std::cout << "Number of clusters: " << ds.getNClusters() << std::endl;
-    // result of DBSCAN algorithm
-    // printResults(ds.getPoints(), ds.getTotalPointSize());
+    for (auto p : ds.getPoints()) {
+        std::cout << p << std::endl;
+    }
     auto clusters = ds.getClusters();
     for (auto &c : clusters) {
         c.update();
diff --git a/include/dbscan/dbscan.h b/include/dbscan/dbscan.h
index 452b1eb..b1ac20f 100644
--- a/include/dbscan/dbscan.h
+++ b/include/dbscan/dbscan.h
@@ -21,34 +21,43 @@ using coords = std::pair<float, float>;
 typedef struct Point_ {
     float x, y;     // X, Y position
     int clusterID;  // clustered ID
-    Point_(const float& _x, const float& _y, const int& _c)
-        : x(_x), y(_y), clusterID(_c) {}
 
     friend ostream& operator<<(std::ostream& os, const Point_& p) {
-        return os << "(" << p.x << ", " << p.y << ") - " << p.clusterID;
+        return os << "(" << p.x << ", " << p.y
+                  << ") in cluster:  " << p.clusterID;
     }
 } Point;
 
 class DBSCAN {
    public:
     DBSCAN() = delete;
+
     DBSCAN(const unsigned int& minPts, const float& eps,
            const vector<coords>& coordinates);
+
     DBSCAN(const unsigned int& minPts, const float& eps,
            const vector<Point>& points);
+
     ~DBSCAN() = default;
 
     int run();
     vector<int> calculateCluster(Point point);
+
     int expandCluster(Point point, int clusterID);
+
     inline double calculateDistance(const Point& pointCore,
                                     const Point& pointTarget);
 
     int getTotalPointSize() { return m_pointSize; }
+
     int getMinimumClusterSize() { return m_minPoints; }
+
     int getEpsilonSize() { return m_epsilon; }
+
     const vector<Point>& getPoints() { return m_points; }
+
     const unsigned int getNClusters() { return nClusters; }
+
     vector<Cluster> getClusters() const { return m_clusters; }
 
     float radiusOfClusters();
diff --git a/src/dbscan/dbscan.cpp b/src/dbscan/dbscan.cpp
index 12a5ac0..246789e 100644
--- a/src/dbscan/dbscan.cpp
+++ b/src/dbscan/dbscan.cpp
@@ -38,7 +38,12 @@ DBSCAN::DBSCAN(const unsigned int& minPts, const float& eps,
     m_pointSize = coordinates.size();
     m_points.reserve(m_pointSize);
     for (auto& [x, y] : coordinates) {
-        m_points.push_back(Point(x, y, UNCLASSIFIED));
+        Point p;
+        p.x = x;
+        p.y = y;
+        p.clusterID = UNCLASSIFIED;
+        m_points.push_back(p);
+        std::cout << p << std::endl;
     }
 }
 
@@ -48,8 +53,8 @@ DBSCAN::DBSCAN(const unsigned int& minPts, const float& eps,
  * @return int
  */
 int DBSCAN::run() {
-    int clusterID = 0;
-    typename vector<Point>::iterator iter;
+    int clusterID = 1;
+    vector<Point>::iterator iter;
     for (iter = m_points.begin(); iter != m_points.end(); ++iter) {
         if (iter->clusterID == UNCLASSIFIED) {
             if (expandCluster(*iter, clusterID) != FAILURE) {
@@ -57,18 +62,7 @@ int DBSCAN::run() {
             }
         }
     }
-    this->nClusters = clusterID;
-    this->m_clusters.reserve(this->nClusters);
-    for (unsigned int i = 1; i <= this->nClusters; i++) {
-        m_clusters.push_back(Cluster(i));
-    }
-    // Filling the cluster
-    for (const Point& p : m_points) {
-        if (p.clusterID != UNCLASSIFIED) {
-            m_clusters[p.clusterID].addPoint({p.x, p.y});
-        }
-    }
-    return nClusters;
+    return 0;
 }
 
 /**
@@ -133,7 +127,7 @@ int DBSCAN::expandCluster(Point point, int clusterID) {
 
 vector<int> DBSCAN::calculateCluster(Point point) {
     int index = 0;
-    typename vector<Point>::iterator iter;
+    vector<Point>::iterator iter;
     vector<int> clusterIndex;
     for (iter = m_points.begin(); iter != m_points.end(); ++iter) {
         if (calculateDistance(point, *iter) <= m_epsilon) {

From e5cecaf05c551e20e20d2084f5dd8ba2552136db Mon Sep 17 00:00:00 2001
From: amarrerod <alemarrerodiaz@gmail.com>
Date: Mon, 2 May 2022 16:52:33 +0200
Subject: [PATCH 22/23] =?UTF-8?q?=F0=9F=90=9B=20Fixes=20the=20algorithm=20?=
 =?UTF-8?q?an=20cluster=20generation?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 .vscode/settings.json     |  5 ++++-
 example/simpleExample.cpp |  3 ++-
 src/dbscan/dbscan.cpp     | 24 ++++++++++++++++++++++--
 3 files changed, 28 insertions(+), 4 deletions(-)

diff --git a/.vscode/settings.json b/.vscode/settings.json
index 69decad..81b3601 100644
--- a/.vscode/settings.json
+++ b/.vscode/settings.json
@@ -16,6 +16,9 @@
         "makefile_output_printer": "makefile",
         "makefile_migration_topology": "makefile",
         "*.tcc": "cpp",
-        "fstream": "cpp"
+        "fstream": "cpp",
+        "deque": "cpp",
+        "string": "cpp",
+        "vector": "cpp"
     }
 }
\ No newline at end of file
diff --git a/example/simpleExample.cpp b/example/simpleExample.cpp
index 23cbce4..08b0cbb 100644
--- a/example/simpleExample.cpp
+++ b/example/simpleExample.cpp
@@ -50,7 +50,8 @@ int main(int argc, char **argv) {
     // constructor
     DBSCAN ds(MINIMUM_POINTS, EPSILON, points);
     // main loop
-    ds.run();
+    auto nClusters = ds.run();
+    std::cout << "There are " << nClusters << " clusters " << std::endl;
     for (auto p : ds.getPoints()) {
         std::cout << p << std::endl;
     }
diff --git a/src/dbscan/dbscan.cpp b/src/dbscan/dbscan.cpp
index 246789e..969ca59 100644
--- a/src/dbscan/dbscan.cpp
+++ b/src/dbscan/dbscan.cpp
@@ -11,6 +11,8 @@
 
 #include "dbscan.h"
 
+#include <map>
+
 /**
  * @brief Construct a new DBSCAN::DBSCAN object
  *
@@ -43,7 +45,6 @@ DBSCAN::DBSCAN(const unsigned int& minPts, const float& eps,
         p.y = y;
         p.clusterID = UNCLASSIFIED;
         m_points.push_back(p);
-        std::cout << p << std::endl;
     }
 }
 
@@ -62,7 +63,26 @@ int DBSCAN::run() {
             }
         }
     }
-    return 0;
+    // Creating the clusters
+    std::map<int, vector<coords>> clusters;
+
+    for (unsigned int i = 1; i <= this->nClusters; i++) {
+        m_clusters.push_back(Cluster(i));
+    }
+    // Filling the cluster
+    for (const Point& p : m_points) {
+        if (p.clusterID != UNCLASSIFIED) {
+            if (clusters.find(p.clusterID) != clusters.end()) {
+                clusters.insert({p.clusterID, {}});
+            }
+            clusters[p.clusterID].push_back({p.x, p.y});
+        }
+    }
+    for (auto [id, points] : clusters) {
+        this->m_clusters.push_back(Cluster(id, points));
+    }
+    this->nClusters = clusters.size();
+    return nClusters;
 }
 
 /**

From 48c0bd8f4b3a5632d4808c88901ae39b0e80aa57 Mon Sep 17 00:00:00 2001
From: amarrerod <alemarrerodiaz@gmail.com>
Date: Tue, 18 Oct 2022 11:02:36 +0100
Subject: [PATCH 23/23] =?UTF-8?q?=F0=9F=91=B7=20Updates=20installation=20c?=
 =?UTF-8?q?onfiguration?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 CMakeLists.txt | 9 +++------
 1 file changed, 3 insertions(+), 6 deletions(-)

diff --git a/CMakeLists.txt b/CMakeLists.txt
index 448ef21..1c3cc15 100644
--- a/CMakeLists.txt
+++ b/CMakeLists.txt
@@ -12,7 +12,6 @@ set(CMAKE_CXX_OUTPUT_EXTENSION_REPLACE ON)
 set(CMAKE_CXX_STANDARD 20)
 set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -std=c++20 -lstdc++fs -O3 -ffast-math -Wall -march=native -mtune=native -fPIC")
 
-
 add_library(${PROJECT_NAME} SHARED src/dbscan/dbscan.cpp src/dbscan/cluster.cpp)
 set_target_properties(${PROJECT_NAME} PROPERTIES VERSION ${PROJECT_VERSION} LINKER_LANGUAGE CXX)
 set_target_properties(${PROJECT_NAME} PROPERTIES SOVERSION 1)
@@ -27,14 +26,12 @@ install(TARGETS ${PROJECT_NAME} EXPORT ${PROJECT_NAME}Config
         LIBRARY DESTINATION ${CMAKE_INSTALL_LIBDIR}
         ARCHIVE DESTINATION ${CMAKE_INSTALL_LIBDIR}
         PUBLIC_HEADER DESTINATION ${CMAKE_INSTALL_INCLUDEDIR}
-        )
-install(FILES ${CMAKE_BINARY_DIR}/dbscan.pc
-        DESTINATION ${CMAKE_INSTALL_DATAROOTDIR}/pkgconfig
-        )
+)
 
+install(DIRECTORY include/ DESTINATION ${CMAKE_INSTALL_INCLUDEDIR})
+install(DIRECTORY lib/ DESTINATION ${CMAKE_INSTALL_LIBDIR})
 install(EXPORT ${PROJECT_NAME}Config DESTINATION share/${PROJECT_NAME}/cmake)
 export(TARGETS ${PROJECT_NAME} FILE ${PROJECT_NAME}.cmake)
 
-
 add_executable(example example/simpleExample.cpp)
 target_link_libraries(example PRIVATE ${PROJECT_NAME})
\ No newline at end of file